From b7aa7ae811e32b6a5a609436807d8d384f6dabc3 Mon Sep 17 00:00:00 2001
From: paulf81 <paulf81@users.noreply.github.com>
Date: Wed, 11 Sep 2024 17:09:47 +0000
Subject: [PATCH] deploy: 56921d89877955a376ad1d870fd408a116d9e8e0

---
 .../floris.convert_floris_input_v3_to_v4.html |   3 +
 .../floris.convert_turbine_v3_to_v4.html      |   3 +
 _autosummary/floris.core.base.html            |   3 +
 _autosummary/floris.core.core.html            |   3 +
 _autosummary/floris.core.farm.html            |   3 +
 _autosummary/floris.core.flow_field.html      |   3 +
 _autosummary/floris.core.grid.html            |   3 +
 _autosummary/floris.core.html                 |   3 +
 _autosummary/floris.core.rotor_velocity.html  |   3 +
 _autosummary/floris.core.solver.html          |   3 +
 _autosummary/floris.core.turbine.html         |   3 +
 .../floris.core.turbine.operation_models.html |   3 +
 _autosummary/floris.core.turbine.turbine.html |   3 +
 _autosummary/floris.core.wake.html            |   3 +
 .../floris.core.wake_combination.fls.html     |   3 +
 .../floris.core.wake_combination.html         |   3 +
 .../floris.core.wake_combination.max.html     |   3 +
 .../floris.core.wake_combination.sosfs.html   |   3 +
 ....core.wake_deflection.empirical_gauss.html |   3 +
 .../floris.core.wake_deflection.gauss.html    |   3 +
 _autosummary/floris.core.wake_deflection.html |   3 +
 .../floris.core.wake_deflection.jimenez.html  |   3 +
 .../floris.core.wake_deflection.none.html     |   3 +
 ...core.wake_turbulence.crespo_hernandez.html |   3 +
 _autosummary/floris.core.wake_turbulence.html |   3 +
 .../floris.core.wake_turbulence.none.html     |   3 +
 ...e.wake_turbulence.wake_induced_mixing.html |   3 +
 ...e.wake_velocity.cumulative_gauss_curl.html |   3 +
 ...is.core.wake_velocity.empirical_gauss.html |   3 +
 .../floris.core.wake_velocity.gauss.html      |   3 +
 _autosummary/floris.core.wake_velocity.html   |   3 +
 .../floris.core.wake_velocity.jensen.html     |   3 +
 .../floris.core.wake_velocity.none.html       |   3 +
 .../floris.core.wake_velocity.turbopark.html  |   3 +
 ...ris.core.wake_velocity.turboparkgauss.html |   3 +
 _autosummary/floris.cut_plane.html            |   3 +
 _autosummary/floris.floris_model.html         |   3 +
 _autosummary/floris.flow_visualization.html   |   3 +
 _autosummary/floris.layout_visualization.html |   3 +
 _autosummary/floris.logging_manager.html      |   3 +
 _autosummary/floris.optimization.html         |   3 +
 ...oris.optimization.layout_optimization.html |  14 +-
 ...optimization.layout_optimization_base.html |   5 +-
 ...ion.layout_optimization_boundary_grid.html |   9 +-
 ...imization.layout_optimization_gridded.html | 822 ++++++++++++++++
 ...ation.layout_optimization_pyoptsparse.html |   9 +-
 ...ayout_optimization_pyoptsparse_spread.html |   3 +
 ...ion.layout_optimization_random_search.html |   3 +
 ...ptimization.layout_optimization_scipy.html |   3 +
 ...oris.optimization.other.boundary_grid.html |   3 +
 _autosummary/floris.optimization.other.html   |   3 +
 .../floris.optimization.yaw_optimization.html |   3 +
 ...aw_optimization.yaw_optimization_base.html |   3 +
 ...w_optimization.yaw_optimization_tools.html |   3 +
 ..._optimization.yaw_optimizer_geometric.html |   3 +
 ....yaw_optimization.yaw_optimizer_scipy.html |   3 +
 ...ion.yaw_optimization.yaw_optimizer_sr.html |   3 +
 .../floris.parallel_floris_model.html         | 114 ++-
 _autosummary/floris.turbine_library.html      |   3 +
 ...ris.turbine_library.turbine_previewer.html |   3 +
 ...ris.turbine_library.turbine_utilities.html |   3 +
 _autosummary/floris.type_dec.html             |   3 +
 .../floris.uncertain_floris_model.html        |   3 +
 _autosummary/floris.utilities.html            |   3 +
 _autosummary/floris.wind_data.html            |   3 +
 ...8ef1c9922c99e37d54af663e1b8116174be0d6.png | Bin 125236 -> 0 bytes
 ...0fbe014dc2243980192a6eab969760ce0823f7.png | Bin 0 -> 30423 bytes
 ...f29ffb7bd2a0e013cefe3106b4a620c8f54edb.png | Bin 0 -> 25549 bytes
 ...bc8db76f51cfda39d4c080e0af81e0b0856329.png | Bin 78714 -> 0 bytes
 ...ffb85dbe67678575bc67d3e3241ed7cb19644b.png | Bin 21078 -> 0 bytes
 ...03a75e1e8c8ab1e49de87b9f9aa50992153c82.png | Bin 26112 -> 0 bytes
 ...8d68b2d272d1bfe2c570649a15613e58ee7300.png | Bin 0 -> 27013 bytes
 ...496fbb3eadcd73ca32ed354b6eb32175a69a53.png | Bin 76035 -> 0 bytes
 ...64ae45cfdd37f355e5ab495129608b81cfaa36.png | Bin 0 -> 30040 bytes
 ...c11e57e40bb4831c16bf2cc1da545ef6fad387.png | Bin 108353 -> 0 bytes
 ...0f19f76e326f24a647d25a7dbec95588713842.png | Bin 49533 -> 0 bytes
 ...f350fc54d2679dfa5cffec2f50678dec724d4d.png | Bin 67873 -> 0 bytes
 ...be4cb30d4f9d4b242fe28f6716baa23604aff0.png | Bin 73033 -> 0 bytes
 ...5c5a6400b6e2f0fc99af288e595b03dce8d15c.png | Bin 76193 -> 0 bytes
 ...fab8345eba22e020dc83857eb04cfeda0f541c.png | Bin 63257 -> 0 bytes
 ...323cae30d2f2505b02daee8e5a287a7ef95556.png | Bin 124391 -> 0 bytes
 ...f3808a1c80d41cb7d6d16c13e5ff63c0981d85.png | Bin 92370 -> 0 bytes
 ...da05c9179af3abc42127d4975b6d9c431a9866.png | Bin 0 -> 225729 bytes
 ...29204fa623bd7eed2df988851844cf73900b34.png | Bin 0 -> 74980 bytes
 ...afff2113a79f84ee5cb27a4428dc3bf26b6baf.png | Bin 0 -> 109531 bytes
 ...c151c5f147dcd6f476d54a5f526703c61b105d.png | Bin 25563 -> 0 bytes
 ...c78154273ca083d4864f8141821a490b8a49c6.png | Bin 0 -> 46371 bytes
 ...f221bbc7ed2eef52a5eca17f1b597a0fca1b96.png | Bin 0 -> 77269 bytes
 ...20a36e9ac174596a27f85e4d4750a9678bf279.png | Bin 0 -> 85577 bytes
 ...69876df34e79d80a34915b89ab37fdc42262bd.png | Bin 0 -> 72074 bytes
 ...5d2509e1250fd16ca85cf10fcf19b03fb553d9.png | Bin 0 -> 80649 bytes
 ...bbb820b009f485a570257b75d593d05e9c744b.png | Bin 0 -> 75811 bytes
 ...63b573e8f1662d25f61d087098dd3e3c53191c.png | Bin 24547 -> 0 bytes
 ...6fc6028c348eabc5581f1ffd7384a25373275e.png | Bin 225736 -> 0 bytes
 ...1f5fc6c70109207f35af8b145a3323cab34144.png | Bin 0 -> 130387 bytes
 ...b11fd7994c4c30e4d29a235aaa4887c41d21a2.png | Bin 0 -> 79302 bytes
 ...6c84185c26d2dad26c4715686b2dcc9c400165.png | Bin 0 -> 68580 bytes
 ...cd989c0ba0e8371af7409e179d1568060e1846.png | Bin 63319 -> 0 bytes
 ...27e0a3bd0d0ccc723231acb212046dd7ea4c7b.png | Bin 0 -> 118552 bytes
 ...dbfa7f901f2c86f9586f7763369d6ee64556df.png | Bin 80049 -> 0 bytes
 ...d91fcb3deb8d4e8421c5bc775a06d94f7d76e4.png | Bin 0 -> 24559 bytes
 ...ca6e868d1fc688c2ed8e5306f998e6637c59b0.png | Bin 0 -> 21095 bytes
 ...e0f367200139f3804f9d544fdd030affdc0c4e.png | Bin 0 -> 63809 bytes
 ...9a9a03b73d5dec09668d05bb84465d702c36e4.png | Bin 84500 -> 0 bytes
 ...53827b1b4fca7a53fa4b04c5935715c3102fe5.png | Bin 0 -> 68381 bytes
 ...c2c78f9efe6d3cd05826fb475d02673bae0e07.png | Bin 75940 -> 0 bytes
 ...9e05bf0973a8a24fe543371efdbf00cf141543.png | Bin 0 -> 79303 bytes
 .../floris/convert_floris_input_v3_to_v4.html |   3 +
 _modules/floris/core/base.html                |   3 +
 _modules/floris/core/core.html                |   3 +
 _modules/floris/core/farm.html                |  45 +-
 _modules/floris/core/flow_field.html          |   3 +
 _modules/floris/core/grid.html                |   3 +
 _modules/floris/core/rotor_velocity.html      |   3 +
 _modules/floris/core/solver.html              |   3 +
 .../floris/core/turbine/operation_models.html |   3 +
 _modules/floris/core/turbine/turbine.html     |   3 +
 _modules/floris/core/wake.html                |   3 +
 .../floris/core/wake_combination/fls.html     |   3 +
 .../floris/core/wake_combination/max.html     |   3 +
 .../floris/core/wake_combination/sosfs.html   |   3 +
 .../core/wake_deflection/empirical_gauss.html |   3 +
 .../floris/core/wake_deflection/gauss.html    |   3 +
 .../floris/core/wake_deflection/jimenez.html  |   3 +
 .../floris/core/wake_deflection/none.html     |   3 +
 .../wake_turbulence/crespo_hernandez.html     |   3 +
 .../floris/core/wake_turbulence/none.html     |   3 +
 .../wake_turbulence/wake_induced_mixing.html  |   3 +
 .../wake_velocity/cumulative_gauss_curl.html  |   3 +
 .../core/wake_velocity/empirical_gauss.html   |   3 +
 _modules/floris/core/wake_velocity/gauss.html |   3 +
 .../floris/core/wake_velocity/jensen.html     |   3 +
 _modules/floris/core/wake_velocity/none.html  |   3 +
 .../floris/core/wake_velocity/turbopark.html  |   3 +
 .../core/wake_velocity/turboparkgauss.html    |   3 +
 _modules/floris/cut_plane.html                |   3 +
 _modules/floris/floris_model.html             |   3 +
 _modules/floris/flow_visualization.html       |   3 +
 _modules/floris/layout_visualization.html     |   3 +
 _modules/floris/logging_manager.html          |   3 +
 .../layout_optimization_base.html             |  42 +-
 .../layout_optimization_boundary_grid.html    |   3 +
 .../layout_optimization_gridded.html          | 860 ++++++++++++++++
 .../layout_optimization_pyoptsparse.html      |   3 +
 ...ayout_optimization_pyoptsparse_spread.html |   3 +
 .../layout_optimization_random_search.html    |   3 +
 .../layout_optimization_scipy.html            |   3 +
 .../optimization/other/boundary_grid.html     |   3 +
 .../yaw_optimization_base.html                |   3 +
 .../yaw_optimization_tools.html               |   3 +
 .../yaw_optimizer_geometric.html              |   3 +
 .../yaw_optimization/yaw_optimizer_scipy.html |   3 +
 .../yaw_optimization/yaw_optimizer_sr.html    |   3 +
 _modules/floris/parallel_floris_model.html    | 180 +++-
 .../turbine_library/turbine_previewer.html    |   3 +
 .../turbine_library/turbine_utilities.html    |   3 +
 _modules/floris/type_dec.html                 |   3 +
 _modules/floris/uncertain_floris_model.html   |   3 +
 _modules/floris/utilities.html                |   3 +
 _modules/floris/wind_data.html                |   3 +
 _modules/index.html                           |   4 +
 ...timization.layout_optimization_gridded.rst |  12 +
 ...loris.optimization.layout_optimization.rst |   1 +
 .../001_opening_floris_computing_power.ipynb  |   4 +-
 _sources/examples/002_visualizations.ipynb    |   4 +-
 _sources/examples/003_wind_data_objects.ipynb |   4 +-
 _sources/examples/004_set.ipynb               |   4 +-
 _sources/examples/005_getting_power.ipynb     |   4 +-
 _sources/examples/006_get_farm_aep.ipynb      |   4 +-
 .../examples/007_sweeping_variables.ipynb     |   4 +-
 _sources/examples/008_uncertain_models.ipynb  |   4 +-
 ...009_compare_farm_power_with_neighbor.ipynb |   4 +-
 .../001_opt_yaw_single_ws.ipynb               |   4 +-
 .../002_opt_yaw_single_ws_uncertain.ipynb     |   4 +-
 .../003_opt_yaw_multiple_ws.ipynb             |   4 +-
 .../004_optimize_yaw_aep.ipynb                |   4 +-
 .../005_optimize_yaw_aep_parallel.ipynb       |   4 +-
 .../006_compare_yaw_optimizers.ipynb          |   4 +-
 ...007_optimize_yaw_with_neighbor_farms.ipynb |   4 +-
 .../001_derating_control.ipynb                |   4 +-
 .../002_disable_turbines.ipynb                |   4 +-
 .../003_setting_yaw_and_disabling.ipynb       |   4 +-
 .../004_helix_active_wake_mixing.ipynb        |   4 +-
 .../005_peak_shaving.ipynb                    |   4 +-
 ...al_gauss_velocity_deficit_parameters.ipynb |   4 +-
 ...mpirical_gauss_deflection_parameters.ipynb |   4 +-
 .../001_floating_turbine_models.ipynb         |   4 +-
 .../002_floating_vs_fixedbottom_farm.ipynb    |   4 +-
 ...tilt_driven_vertical_wake_deflection.ipynb |   4 +-
 .../001_extract_wind_speed_at_turbines.ipynb  |   4 +-
 .../002_extract_wind_speed_at_points.ipynb    |   4 +-
 .../003_plot_velocity_deficit_profiles.ipynb  |   4 +-
 .../001_heterogeneous_inflow_single.ipynb     |   4 +-
 .../002_heterogeneous_using_wind_data.ipynb   |   4 +-
 ...3_heterogeneous_speedup_by_wd_and_ws.ipynb |   4 +-
 .../004_heterogeneous_2d_and_3d.ipynb         |   4 +-
 .../001_optimize_layout.ipynb                 |   4 +-
 ...2_optimize_layout_with_heterogeneity.ipynb |   4 +-
 .../003_genetic_random_search.ipynb           |   4 +-
 .../004_generate_gridded_layout.ipynb         |  63 ++
 ...layout_optimization_complex_boundary.ipynb | 109 +++
 .../001_multi_dimensional_cp_ct.ipynb         |   4 +-
 .../002_multi_dimensional_cp_ct_2Hs.ipynb     |   4 +-
 .../examples_turbine/001_check_turbine.ipynb  |   6 +-
 .../002_multiple_turbine_types.ipynb          |   4 +-
 .../003_specify_turbine_power_curve.ipynb     |   4 +-
 ...01_compare_turbopark_implementations.ipynb |   4 +-
 .../001_uncertain_model_params.ipynb          |   4 +-
 .../002_approx_floris_model.ipynb             |   4 +-
 .../001_layout_visualizations.ipynb           |   4 +-
 .../002_visualize_y_cut_plane.ipynb           |   4 +-
 .../003_visualize_cross_plane.ipynb           |   4 +-
 .../004_visualize_rotor_values.ipynb          |   4 +-
 ..._visualize_flow_by_sweeping_turbines.ipynb |   4 +-
 .../001_wind_data_comparisons.ipynb           |   4 +-
 .../examples_wind_data/002_generate_ti.ipynb  |   4 +-
 .../003_generate_value.ipynb                  |   4 +-
 .../000_generate_example_wrg.ipynb            |   4 +-
 .../001_wind_rose_wrg.ipynb                   |   4 +-
 .../002_set_floris_with_wrg.ipynb             |   4 +-
 .../003_wrg_compar_layout_optimization.ipynb  |   4 +-
 _sources/layout_optimization.md               |  24 +
 advanced_concepts.html                        |   3 +
 api_docs.html                                 |   3 +
 architecture.html                             |   3 +
 bibliography.html                             |   3 +
 code_quality.html                             |   3 +
 dev_guide.html                                |   3 +
 empirical_gauss_model.html                    |   3 +
 .../001_opening_floris_computing_power.html   |   3 +
 examples/002_visualizations.html              |   3 +
 examples/003_wind_data_objects.html           |   7 +-
 examples/004_set.html                         |   3 +
 examples/005_getting_power.html               |   3 +
 examples/006_get_farm_aep.html                |   9 +-
 examples/007_sweeping_variables.html          |   3 +
 examples/008_uncertain_models.html            |   3 +
 .../009_compare_farm_power_with_neighbor.html |   3 +
 .../001_opt_yaw_single_ws.html                |  11 +-
 .../002_opt_yaw_single_ws_uncertain.html      |  19 +-
 .../003_opt_yaw_multiple_ws.html              |   3 +
 .../004_optimize_yaw_aep.html                 |  11 +-
 .../005_optimize_yaw_aep_parallel.html        | 179 ++--
 .../006_compare_yaw_optimizers.html           | 143 +--
 .../007_optimize_yaw_with_neighbor_farms.html |  27 +-
 .../001_derating_control.html                 |   3 +
 .../002_disable_turbines.html                 |   3 +
 .../003_setting_yaw_and_disabling.html        |   3 +
 .../004_helix_active_wake_mixing.html         |   3 +
 .../005_peak_shaving.html                     |   3 +
 ...cal_gauss_velocity_deficit_parameters.html |   3 +
 ...empirical_gauss_deflection_parameters.html |   3 +
 .../001_floating_turbine_models.html          |   3 +
 .../002_floating_vs_fixedbottom_farm.html     |   3 +
 ..._tilt_driven_vertical_wake_deflection.html |   3 +
 .../001_extract_wind_speed_at_turbines.html   |   3 +
 .../002_extract_wind_speed_at_points.html     |   3 +
 .../003_plot_velocity_deficit_profiles.html   |   3 +
 .../001_heterogeneous_inflow_single.html      |   3 +
 .../002_heterogeneous_using_wind_data.html    |   3 +
 ...03_heterogeneous_speedup_by_wd_and_ws.html |   3 +
 .../004_heterogeneous_2d_and_3d.html          |   3 +
 .../001_optimize_layout.html                  |   3 +
 ...02_optimize_layout_with_heterogeneity.html |   7 +-
 .../003_genetic_random_search.html            | 109 ++-
 .../004_generate_gridded_layout.html          | 796 +++++++++++++++
 ..._layout_optimization_complex_boundary.html | 918 ++++++++++++++++++
 .../001_multi_dimensional_cp_ct.html          |  29 +-
 .../002_multi_dimensional_cp_ct_2Hs.html      |   3 +
 .../examples_turbine/001_check_turbine.html   |  11 +-
 .../002_multiple_turbine_types.html           |   3 +
 .../003_specify_turbine_power_curve.html      |   3 +
 ...001_compare_turbopark_implementations.html |   3 +
 .../001_uncertain_model_params.html           |   3 +
 .../002_approx_floris_model.html              |  13 +-
 .../001_layout_visualizations.html            |   3 +
 .../002_visualize_y_cut_plane.html            |   3 +
 .../003_visualize_cross_plane.html            |   3 +
 .../004_visualize_rotor_values.html           |   3 +
 ...5_visualize_flow_by_sweeping_turbines.html |   3 +
 .../001_wind_data_comparisons.html            |  21 +-
 .../examples_wind_data/002_generate_ti.html   |   3 +
 .../003_generate_value.html                   |   3 +
 .../000_generate_example_wrg.html             |   3 +
 .../001_wind_rose_wrg.html                    |   7 +-
 .../002_set_floris_with_wrg.html              |   7 +-
 .../003_wrg_compar_layout_optimization.html   | 105 +-
 floating_wind_turbine.html                    |   3 +
 genindex.html                                 |  46 +-
 heterogeneous_map.html                        |   3 +
 index.html                                    |   3 +
 input_reference_main.html                     |   3 +
 input_reference_turbine.html                  |   3 +
 installation.html                             |   3 +
 intro_concepts.html                           |  23 +-
 layout_optimization.html                      |  28 +
 objects.inv                                   | Bin 9539 -> 9672 bytes
 operation_models_user.html                    |   3 +
 py-modindex.html                              |   8 +
 search.html                                   |   3 +
 searchindex.js                                |   2 +-
 turbine_interaction.html                      |  11 +-
 v3_to_v4.html                                 |   3 +
 wake_models.html                              |   3 +
 wind_data_user.html                           |  13 +-
 305 files changed, 5024 insertions(+), 567 deletions(-)
 create mode 100644 _autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html
 delete mode 100644 _images/0a5f48b619e75062ae2c88178d8ef1c9922c99e37d54af663e1b8116174be0d6.png
 create mode 100644 _images/0c58025ad029b1233ec8adae660fbe014dc2243980192a6eab969760ce0823f7.png
 create mode 100644 _images/104d1a24318b75be00d63ee275f29ffb7bd2a0e013cefe3106b4a620c8f54edb.png
 delete mode 100644 _images/10796380d0611efc349d17a0a6bc8db76f51cfda39d4c080e0af81e0b0856329.png
 delete mode 100644 _images/152400a6f57063f8705c397197ffb85dbe67678575bc67d3e3241ed7cb19644b.png
 delete mode 100644 _images/17b13ba2736b785f5fed7f2aaa03a75e1e8c8ab1e49de87b9f9aa50992153c82.png
 create mode 100644 _images/17c245f94d23f12fb79eaba0048d68b2d272d1bfe2c570649a15613e58ee7300.png
 delete mode 100644 _images/29b091461164159f2d8b6fbf0e496fbb3eadcd73ca32ed354b6eb32175a69a53.png
 create mode 100644 _images/2ad78f87b3084fb373561d152c64ae45cfdd37f355e5ab495129608b81cfaa36.png
 delete mode 100644 _images/2d06414437fb08531e5bf2c5f4c11e57e40bb4831c16bf2cc1da545ef6fad387.png
 delete mode 100644 _images/31b3ad6dd5c1df384a8e26f4520f19f76e326f24a647d25a7dbec95588713842.png
 delete mode 100644 _images/3886295983ee7e20e5b037a978f350fc54d2679dfa5cffec2f50678dec724d4d.png
 delete mode 100644 _images/389170843ebb12c82318d33fb0be4cb30d4f9d4b242fe28f6716baa23604aff0.png
 delete mode 100644 _images/3e739d47b813dde4c2484f58f85c5a6400b6e2f0fc99af288e595b03dce8d15c.png
 delete mode 100644 _images/460eaa3cdd111d7596b0fed940fab8345eba22e020dc83857eb04cfeda0f541c.png
 delete mode 100644 _images/46e5940861ac33f5bb96ee5d63323cae30d2f2505b02daee8e5a287a7ef95556.png
 delete mode 100644 _images/4c690f5df0f7c7015382e27014f3808a1c80d41cb7d6d16c13e5ff63c0981d85.png
 create mode 100644 _images/5169dba1ec428eeafe28dd5c2bda05c9179af3abc42127d4975b6d9c431a9866.png
 create mode 100644 _images/54ca10647f14ef63b47e4a822229204fa623bd7eed2df988851844cf73900b34.png
 create mode 100644 _images/5efae733cccf80617d0a1a0183afff2113a79f84ee5cb27a4428dc3bf26b6baf.png
 delete mode 100644 _images/5f8aa4e8e71da32f9e71321750c151c5f147dcd6f476d54a5f526703c61b105d.png
 create mode 100644 _images/70fa125a838942351e0ba7d62dc78154273ca083d4864f8141821a490b8a49c6.png
 create mode 100644 _images/72a20c1139a00f62ab378f91e8f221bbc7ed2eef52a5eca17f1b597a0fca1b96.png
 create mode 100644 _images/731d24949bbd5988e8c315ff7e20a36e9ac174596a27f85e4d4750a9678bf279.png
 create mode 100644 _images/78be423aea1fa73ae78716e5a669876df34e79d80a34915b89ab37fdc42262bd.png
 create mode 100644 _images/8c211e31247cf825c9c256ac425d2509e1250fd16ca85cf10fcf19b03fb553d9.png
 create mode 100644 _images/8f1266b67212917045c70836f6bbb820b009f485a570257b75d593d05e9c744b.png
 delete mode 100644 _images/912e96702771cada9eb8beec0063b573e8f1662d25f61d087098dd3e3c53191c.png
 delete mode 100644 _images/915f735637200ebbb40b82eb206fc6028c348eabc5581f1ffd7384a25373275e.png
 create mode 100644 _images/9455ff98699fbc0af23dc249bb1f5fc6c70109207f35af8b145a3323cab34144.png
 create mode 100644 _images/a69b9f0428cf68a86d0aaa6480b11fd7994c4c30e4d29a235aaa4887c41d21a2.png
 create mode 100644 _images/ace7ec2080ea1ef80d8c33acf36c84185c26d2dad26c4715686b2dcc9c400165.png
 delete mode 100644 _images/b448f3d2303d934bebe309d90fcd989c0ba0e8371af7409e179d1568060e1846.png
 create mode 100644 _images/b47913cfb18924af59911ed9c327e0a3bd0d0ccc723231acb212046dd7ea4c7b.png
 delete mode 100644 _images/b6defe5e809f9734a8da258d94dbfa7f901f2c86f9586f7763369d6ee64556df.png
 create mode 100644 _images/bfeac18c4a6d69a1a4c8c3c25fd91fcb3deb8d4e8421c5bc775a06d94f7d76e4.png
 create mode 100644 _images/c88b1d3e71782d29adeb576775ca6e868d1fc688c2ed8e5306f998e6637c59b0.png
 create mode 100644 _images/d0fa3e392d5c6f9906bded076ee0f367200139f3804f9d544fdd030affdc0c4e.png
 delete mode 100644 _images/edf933cafbc0e05ad7b5f3613e9a9a03b73d5dec09668d05bb84465d702c36e4.png
 create mode 100644 _images/f77a6447c281f9c4d3c26a561053827b1b4fca7a53fa4b04c5935715c3102fe5.png
 delete mode 100644 _images/fbc1be428e2bd8977ac8a7fb1bc2c78f9efe6d3cd05826fb475d02673bae0e07.png
 create mode 100644 _images/fefaf4f67cd0d00e94561514aa9e05bf0973a8a24fe543371efdbf00cf141543.png
 create mode 100644 _modules/floris/optimization/layout_optimization/layout_optimization_gridded.html
 create mode 100644 _sources/_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.rst
 create mode 100644 _sources/examples/examples_layout_optimization/004_generate_gridded_layout.ipynb
 create mode 100644 _sources/examples/examples_layout_optimization/005_layout_optimization_complex_boundary.ipynb
 create mode 100644 examples/examples_layout_optimization/004_generate_gridded_layout.html
 create mode 100644 examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html

diff --git a/_autosummary/floris.convert_floris_input_v3_to_v4.html b/_autosummary/floris.convert_floris_input_v3_to_v4.html
index da17eadfc..fa4c9254e 100644
--- a/_autosummary/floris.convert_floris_input_v3_to_v4.html
+++ b/_autosummary/floris.convert_floris_input_v3_to_v4.html
@@ -239,6 +239,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -373,6 +374,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/_autosummary/floris.convert_turbine_v3_to_v4.html b/_autosummary/floris.convert_turbine_v3_to_v4.html
index c263ec2de..1a7c4eed2 100644
--- a/_autosummary/floris.convert_turbine_v3_to_v4.html
+++ b/_autosummary/floris.convert_turbine_v3_to_v4.html
@@ -239,6 +239,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -373,6 +374,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/_autosummary/floris.core.base.html b/_autosummary/floris.core.base.html
index aec6d667c..89f13f243 100644
--- a/_autosummary/floris.core.base.html
+++ b/_autosummary/floris.core.base.html
@@ -239,6 +239,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -373,6 +374,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/_autosummary/floris.core.core.html b/_autosummary/floris.core.core.html
index d340dc0c1..0aaeed187 100644
--- a/_autosummary/floris.core.core.html
+++ b/_autosummary/floris.core.core.html
@@ -239,6 +239,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -373,6 +374,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/_autosummary/floris.core.farm.html b/_autosummary/floris.core.farm.html
index 6511cc088..91ffefcbf 100644
--- a/_autosummary/floris.core.farm.html
+++ b/_autosummary/floris.core.farm.html
@@ -239,6 +239,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -373,6 +374,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/_autosummary/floris.core.flow_field.html b/_autosummary/floris.core.flow_field.html
index 9fd5f199c..f7d9d0daa 100644
--- a/_autosummary/floris.core.flow_field.html
+++ b/_autosummary/floris.core.flow_field.html
@@ -239,6 +239,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -373,6 +374,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/_autosummary/floris.core.grid.html b/_autosummary/floris.core.grid.html
index cfa5e1463..bb77e6a28 100644
--- a/_autosummary/floris.core.grid.html
+++ b/_autosummary/floris.core.grid.html
@@ -239,6 +239,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -373,6 +374,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/_autosummary/floris.core.html b/_autosummary/floris.core.html
index 92934a319..85c43cbc7 100644
--- a/_autosummary/floris.core.html
+++ b/_autosummary/floris.core.html
@@ -239,6 +239,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -373,6 +374,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/_autosummary/floris.core.rotor_velocity.html b/_autosummary/floris.core.rotor_velocity.html
index 6d5e1fd33..6aa247e5a 100644
--- a/_autosummary/floris.core.rotor_velocity.html
+++ b/_autosummary/floris.core.rotor_velocity.html
@@ -239,6 +239,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -373,6 +374,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/_autosummary/floris.core.solver.html b/_autosummary/floris.core.solver.html
index f5ef6459e..75d82867a 100644
--- a/_autosummary/floris.core.solver.html
+++ b/_autosummary/floris.core.solver.html
@@ -239,6 +239,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -373,6 +374,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/_autosummary/floris.core.turbine.html b/_autosummary/floris.core.turbine.html
index 9b56dc936..4d34a548f 100644
--- a/_autosummary/floris.core.turbine.html
+++ b/_autosummary/floris.core.turbine.html
@@ -239,6 +239,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -373,6 +374,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/_autosummary/floris.core.turbine.operation_models.html b/_autosummary/floris.core.turbine.operation_models.html
index a346ce4d1..21714dd58 100644
--- a/_autosummary/floris.core.turbine.operation_models.html
+++ b/_autosummary/floris.core.turbine.operation_models.html
@@ -239,6 +239,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -373,6 +374,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/_autosummary/floris.core.turbine.turbine.html b/_autosummary/floris.core.turbine.turbine.html
index 7a0a2f056..aa7364409 100644
--- a/_autosummary/floris.core.turbine.turbine.html
+++ b/_autosummary/floris.core.turbine.turbine.html
@@ -239,6 +239,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -373,6 +374,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/_autosummary/floris.core.wake.html b/_autosummary/floris.core.wake.html
index a93995339..3b8c31e00 100644
--- a/_autosummary/floris.core.wake.html
+++ b/_autosummary/floris.core.wake.html
@@ -239,6 +239,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -373,6 +374,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/_autosummary/floris.core.wake_combination.fls.html b/_autosummary/floris.core.wake_combination.fls.html
index b58b10850..532fc443e 100644
--- a/_autosummary/floris.core.wake_combination.fls.html
+++ b/_autosummary/floris.core.wake_combination.fls.html
@@ -239,6 +239,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -373,6 +374,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/_autosummary/floris.core.wake_combination.html b/_autosummary/floris.core.wake_combination.html
index 60507994a..4bea48b95 100644
--- a/_autosummary/floris.core.wake_combination.html
+++ b/_autosummary/floris.core.wake_combination.html
@@ -239,6 +239,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -373,6 +374,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/_autosummary/floris.core.wake_combination.max.html b/_autosummary/floris.core.wake_combination.max.html
index b2b7e9f7e..397ce5aac 100644
--- a/_autosummary/floris.core.wake_combination.max.html
+++ b/_autosummary/floris.core.wake_combination.max.html
@@ -239,6 +239,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -373,6 +374,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/_autosummary/floris.core.wake_combination.sosfs.html b/_autosummary/floris.core.wake_combination.sosfs.html
index 9de9ac117..32c546133 100644
--- a/_autosummary/floris.core.wake_combination.sosfs.html
+++ b/_autosummary/floris.core.wake_combination.sosfs.html
@@ -239,6 +239,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -373,6 +374,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/_autosummary/floris.core.wake_deflection.empirical_gauss.html b/_autosummary/floris.core.wake_deflection.empirical_gauss.html
index c9a61d303..51dbd4a45 100644
--- a/_autosummary/floris.core.wake_deflection.empirical_gauss.html
+++ b/_autosummary/floris.core.wake_deflection.empirical_gauss.html
@@ -239,6 +239,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -373,6 +374,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/_autosummary/floris.core.wake_deflection.gauss.html b/_autosummary/floris.core.wake_deflection.gauss.html
index b27317565..66e0c3d8a 100644
--- a/_autosummary/floris.core.wake_deflection.gauss.html
+++ b/_autosummary/floris.core.wake_deflection.gauss.html
@@ -239,6 +239,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -373,6 +374,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/_autosummary/floris.core.wake_deflection.html b/_autosummary/floris.core.wake_deflection.html
index 52d964028..b77451400 100644
--- a/_autosummary/floris.core.wake_deflection.html
+++ b/_autosummary/floris.core.wake_deflection.html
@@ -239,6 +239,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -373,6 +374,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/_autosummary/floris.core.wake_deflection.jimenez.html b/_autosummary/floris.core.wake_deflection.jimenez.html
index e66a5a88e..87be91b42 100644
--- a/_autosummary/floris.core.wake_deflection.jimenez.html
+++ b/_autosummary/floris.core.wake_deflection.jimenez.html
@@ -239,6 +239,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -373,6 +374,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/_autosummary/floris.core.wake_deflection.none.html b/_autosummary/floris.core.wake_deflection.none.html
index 817cd4603..342ebaf7a 100644
--- a/_autosummary/floris.core.wake_deflection.none.html
+++ b/_autosummary/floris.core.wake_deflection.none.html
@@ -239,6 +239,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -373,6 +374,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/_autosummary/floris.core.wake_turbulence.crespo_hernandez.html b/_autosummary/floris.core.wake_turbulence.crespo_hernandez.html
index ebde3d5e8..d1545e99c 100644
--- a/_autosummary/floris.core.wake_turbulence.crespo_hernandez.html
+++ b/_autosummary/floris.core.wake_turbulence.crespo_hernandez.html
@@ -239,6 +239,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -373,6 +374,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/_autosummary/floris.core.wake_turbulence.html b/_autosummary/floris.core.wake_turbulence.html
index 80d25761e..792ab2a20 100644
--- a/_autosummary/floris.core.wake_turbulence.html
+++ b/_autosummary/floris.core.wake_turbulence.html
@@ -239,6 +239,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -373,6 +374,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/_autosummary/floris.core.wake_turbulence.none.html b/_autosummary/floris.core.wake_turbulence.none.html
index e305c847f..10787f73e 100644
--- a/_autosummary/floris.core.wake_turbulence.none.html
+++ b/_autosummary/floris.core.wake_turbulence.none.html
@@ -239,6 +239,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -373,6 +374,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/_autosummary/floris.core.wake_turbulence.wake_induced_mixing.html b/_autosummary/floris.core.wake_turbulence.wake_induced_mixing.html
index f8782acfd..8bb12d21b 100644
--- a/_autosummary/floris.core.wake_turbulence.wake_induced_mixing.html
+++ b/_autosummary/floris.core.wake_turbulence.wake_induced_mixing.html
@@ -239,6 +239,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -373,6 +374,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/_autosummary/floris.core.wake_velocity.cumulative_gauss_curl.html b/_autosummary/floris.core.wake_velocity.cumulative_gauss_curl.html
index bbfad890f..7e47d471e 100644
--- a/_autosummary/floris.core.wake_velocity.cumulative_gauss_curl.html
+++ b/_autosummary/floris.core.wake_velocity.cumulative_gauss_curl.html
@@ -239,6 +239,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -373,6 +374,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/_autosummary/floris.core.wake_velocity.empirical_gauss.html b/_autosummary/floris.core.wake_velocity.empirical_gauss.html
index 98e62fa21..c2d8650c0 100644
--- a/_autosummary/floris.core.wake_velocity.empirical_gauss.html
+++ b/_autosummary/floris.core.wake_velocity.empirical_gauss.html
@@ -239,6 +239,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -373,6 +374,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/_autosummary/floris.core.wake_velocity.gauss.html b/_autosummary/floris.core.wake_velocity.gauss.html
index 9ec46b687..c9ab2ebe3 100644
--- a/_autosummary/floris.core.wake_velocity.gauss.html
+++ b/_autosummary/floris.core.wake_velocity.gauss.html
@@ -239,6 +239,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -373,6 +374,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/_autosummary/floris.core.wake_velocity.html b/_autosummary/floris.core.wake_velocity.html
index 6837d4035..2f85e6cee 100644
--- a/_autosummary/floris.core.wake_velocity.html
+++ b/_autosummary/floris.core.wake_velocity.html
@@ -239,6 +239,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -373,6 +374,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/_autosummary/floris.core.wake_velocity.jensen.html b/_autosummary/floris.core.wake_velocity.jensen.html
index 6bbf211b3..0c8dc4193 100644
--- a/_autosummary/floris.core.wake_velocity.jensen.html
+++ b/_autosummary/floris.core.wake_velocity.jensen.html
@@ -239,6 +239,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -373,6 +374,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/_autosummary/floris.core.wake_velocity.none.html b/_autosummary/floris.core.wake_velocity.none.html
index 02258baea..5c7c38dd2 100644
--- a/_autosummary/floris.core.wake_velocity.none.html
+++ b/_autosummary/floris.core.wake_velocity.none.html
@@ -239,6 +239,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -373,6 +374,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/_autosummary/floris.core.wake_velocity.turbopark.html b/_autosummary/floris.core.wake_velocity.turbopark.html
index fa8d09c0b..f4e92d686 100644
--- a/_autosummary/floris.core.wake_velocity.turbopark.html
+++ b/_autosummary/floris.core.wake_velocity.turbopark.html
@@ -239,6 +239,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -373,6 +374,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/_autosummary/floris.core.wake_velocity.turboparkgauss.html b/_autosummary/floris.core.wake_velocity.turboparkgauss.html
index b92223d9e..6ea045e7f 100644
--- a/_autosummary/floris.core.wake_velocity.turboparkgauss.html
+++ b/_autosummary/floris.core.wake_velocity.turboparkgauss.html
@@ -239,6 +239,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -373,6 +374,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/_autosummary/floris.cut_plane.html b/_autosummary/floris.cut_plane.html
index 887824e76..7555e0d76 100644
--- a/_autosummary/floris.cut_plane.html
+++ b/_autosummary/floris.cut_plane.html
@@ -239,6 +239,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -373,6 +374,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/_autosummary/floris.floris_model.html b/_autosummary/floris.floris_model.html
index be279e3b7..0798b60e7 100644
--- a/_autosummary/floris.floris_model.html
+++ b/_autosummary/floris.floris_model.html
@@ -239,6 +239,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -373,6 +374,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/_autosummary/floris.flow_visualization.html b/_autosummary/floris.flow_visualization.html
index 7d804ffad..34d13bca4 100644
--- a/_autosummary/floris.flow_visualization.html
+++ b/_autosummary/floris.flow_visualization.html
@@ -239,6 +239,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -373,6 +374,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/_autosummary/floris.layout_visualization.html b/_autosummary/floris.layout_visualization.html
index 953ed7329..70c1d93eb 100644
--- a/_autosummary/floris.layout_visualization.html
+++ b/_autosummary/floris.layout_visualization.html
@@ -239,6 +239,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -373,6 +374,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/_autosummary/floris.logging_manager.html b/_autosummary/floris.logging_manager.html
index 5a3e2d15d..a4ec4e61d 100644
--- a/_autosummary/floris.logging_manager.html
+++ b/_autosummary/floris.logging_manager.html
@@ -239,6 +239,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -373,6 +374,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/_autosummary/floris.optimization.html b/_autosummary/floris.optimization.html
index d8e0e6f10..6f66f33c6 100644
--- a/_autosummary/floris.optimization.html
+++ b/_autosummary/floris.optimization.html
@@ -239,6 +239,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -373,6 +374,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/_autosummary/floris.optimization.layout_optimization.html b/_autosummary/floris.optimization.layout_optimization.html
index e53a7ce51..f87129b28 100644
--- a/_autosummary/floris.optimization.layout_optimization.html
+++ b/_autosummary/floris.optimization.layout_optimization.html
@@ -239,6 +239,7 @@
 <li class="toctree-l3 current active has-children"><a class="current reference internal" href="#">floris.optimization.layout_optimization</a><details open="open"><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -373,6 +374,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
@@ -639,16 +642,19 @@ <h1>floris.optimization.layout_optimization</h1>
 <tr class="row-even"><td><p><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_boundary_grid.html#module-floris.optimization.layout_optimization.layout_optimization_boundary_grid" title="floris.optimization.layout_optimization.layout_optimization_boundary_grid"><code class="xref py py-obj docutils literal notranslate"><span class="pre">layout_optimization_boundary_grid</span></code></a></p></td>
 <td><p></p></td>
 </tr>
-<tr class="row-odd"><td><p><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html#module-floris.optimization.layout_optimization.layout_optimization_pyoptsparse" title="floris.optimization.layout_optimization.layout_optimization_pyoptsparse"><code class="xref py py-obj docutils literal notranslate"><span class="pre">layout_optimization_pyoptsparse</span></code></a></p></td>
+<tr class="row-odd"><td><p><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_gridded.html#module-floris.optimization.layout_optimization.layout_optimization_gridded" title="floris.optimization.layout_optimization.layout_optimization_gridded"><code class="xref py py-obj docutils literal notranslate"><span class="pre">layout_optimization_gridded</span></code></a></p></td>
 <td><p></p></td>
 </tr>
-<tr class="row-even"><td><p><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html#module-floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread" title="floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread"><code class="xref py py-obj docutils literal notranslate"><span class="pre">layout_optimization_pyoptsparse_spread</span></code></a></p></td>
+<tr class="row-even"><td><p><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html#module-floris.optimization.layout_optimization.layout_optimization_pyoptsparse" title="floris.optimization.layout_optimization.layout_optimization_pyoptsparse"><code class="xref py py-obj docutils literal notranslate"><span class="pre">layout_optimization_pyoptsparse</span></code></a></p></td>
 <td><p></p></td>
 </tr>
-<tr class="row-odd"><td><p><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_random_search.html#module-floris.optimization.layout_optimization.layout_optimization_random_search" title="floris.optimization.layout_optimization.layout_optimization_random_search"><code class="xref py py-obj docutils literal notranslate"><span class="pre">layout_optimization_random_search</span></code></a></p></td>
+<tr class="row-odd"><td><p><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html#module-floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread" title="floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread"><code class="xref py py-obj docutils literal notranslate"><span class="pre">layout_optimization_pyoptsparse_spread</span></code></a></p></td>
 <td><p></p></td>
 </tr>
-<tr class="row-even"><td><p><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_scipy.html#module-floris.optimization.layout_optimization.layout_optimization_scipy" title="floris.optimization.layout_optimization.layout_optimization_scipy"><code class="xref py py-obj docutils literal notranslate"><span class="pre">layout_optimization_scipy</span></code></a></p></td>
+<tr class="row-even"><td><p><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_random_search.html#module-floris.optimization.layout_optimization.layout_optimization_random_search" title="floris.optimization.layout_optimization.layout_optimization_random_search"><code class="xref py py-obj docutils literal notranslate"><span class="pre">layout_optimization_random_search</span></code></a></p></td>
+<td><p></p></td>
+</tr>
+<tr class="row-odd"><td><p><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_scipy.html#module-floris.optimization.layout_optimization.layout_optimization_scipy" title="floris.optimization.layout_optimization.layout_optimization_scipy"><code class="xref py py-obj docutils literal notranslate"><span class="pre">layout_optimization_scipy</span></code></a></p></td>
 <td><p></p></td>
 </tr>
 </tbody>
diff --git a/_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html b/_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html
index f4e44c078..cad07bf6c 100644
--- a/_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html
+++ b/_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html
@@ -239,6 +239,7 @@
 <li class="toctree-l3 current active has-children"><a class="reference internal" href="floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details open="open"><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul class="current">
 <li class="toctree-l4 current active"><a class="current reference internal" href="#">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -373,6 +374,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
@@ -698,7 +701,7 @@ <h2> Contents </h2>
 
 <dl class="py method">
 <dt class="sig sig-object py" id="floris.optimization.layout_optimization.layout_optimization_base.LayoutOptimization.plot_layout_opt_results">
-<span class="sig-name descname"><span class="pre">plot_layout_opt_results</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">plot_boundary_dict</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">{}</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">ax</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">fontsize</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">16</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/floris/optimization/layout_optimization/layout_optimization_base.html#LayoutOptimization.plot_layout_opt_results"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#floris.optimization.layout_optimization.layout_optimization_base.LayoutOptimization.plot_layout_opt_results" title="Link to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">plot_layout_opt_results</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">plot_boundary_dict</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">{}</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">initial_locs_plotting_dict</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">{}</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">final_locs_plotting_dict</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">{}</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">ax</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">fontsize</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">16</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/floris/optimization/layout_optimization/layout_optimization_base.html#LayoutOptimization.plot_layout_opt_results"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#floris.optimization.layout_optimization.layout_optimization_base.LayoutOptimization.plot_layout_opt_results" title="Link to this definition">#</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
diff --git a/_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html b/_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html
index 9c8c1206a..1302919c0 100644
--- a/_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html
+++ b/_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html
@@ -73,7 +73,7 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid';</script>
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
-    <link rel="next" title="floris.optimization.layout_optimization.layout_optimization_pyoptsparse" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html" />
+    <link rel="next" title="floris.optimization.layout_optimization.layout_optimization_gridded" href="floris.optimization.layout_optimization.layout_optimization_gridded.html" />
     <link rel="prev" title="floris.optimization.layout_optimization.layout_optimization_base" href="floris.optimization.layout_optimization.layout_optimization_base.html" />
   <meta name="viewport" content="width=device-width, initial-scale=1"/>
   <meta name="docsearch:language" content="python"/>
@@ -239,6 +239,7 @@
 <li class="toctree-l3 current active has-children"><a class="reference internal" href="floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details open="open"><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul class="current">
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4 current active"><a class="current reference internal" href="#">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -373,6 +374,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
@@ -745,11 +748,11 @@ <h2> Contents </h2>
       </div>
     </a>
     <a class="right-next"
-       href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html"
+       href="floris.optimization.layout_optimization.layout_optimization_gridded.html"
        title="next page">
       <div class="prev-next-info">
         <p class="prev-next-subtitle">next</p>
-        <p class="prev-next-title">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</p>
+        <p class="prev-next-title">floris.optimization.layout_optimization.layout_optimization_gridded</p>
       </div>
       <i class="fa-solid fa-angle-right"></i>
     </a>
diff --git a/_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html b/_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html
new file mode 100644
index 000000000..0d0fc3321
--- /dev/null
+++ b/_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html
@@ -0,0 +1,822 @@
+
+<!DOCTYPE html>
+
+
+<html lang="python" data-content_root="../" >
+
+  <head>
+    <meta charset="utf-8" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
+
+    <title>floris.optimization.layout_optimization.layout_optimization_gridded &#8212; FLORIS</title>
+  
+  
+  
+  <script data-cfasync="false">
+    document.documentElement.dataset.mode = localStorage.getItem("mode") || "";
+    document.documentElement.dataset.theme = localStorage.getItem("theme") || "";
+  </script>
+  
+  <!-- Loaded before other Sphinx assets -->
+  <link href="../_static/styles/theme.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
+<link href="../_static/styles/bootstrap.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
+<link href="../_static/styles/pydata-sphinx-theme.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
+
+  
+  <link href="../_static/vendor/fontawesome/6.5.2/css/all.min.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
+  <link rel="preload" as="font" type="font/woff2" crossorigin href="../_static/vendor/fontawesome/6.5.2/webfonts/fa-solid-900.woff2" />
+<link rel="preload" as="font" type="font/woff2" crossorigin href="../_static/vendor/fontawesome/6.5.2/webfonts/fa-brands-400.woff2" />
+<link rel="preload" as="font" type="font/woff2" crossorigin href="../_static/vendor/fontawesome/6.5.2/webfonts/fa-regular-400.woff2" />
+
+    <link rel="stylesheet" type="text/css" href="../_static/pygments.css?v=fa44fd50" />
+    <link rel="stylesheet" type="text/css" href="../_static/styles/sphinx-book-theme.css?v=a3416100" />
+    <link rel="stylesheet" type="text/css" href="../_static/togglebutton.css?v=13237357" />
+    <link rel="stylesheet" type="text/css" href="../_static/copybutton.css?v=76b2166b" />
+    <link rel="stylesheet" type="text/css" href="../_static/mystnb.4510f1fc1dee50b3e5859aac5469c37c29e427902b24a333a5f9fcb2f0b3ac41.css" />
+    <link rel="stylesheet" type="text/css" href="../_static/sphinx-thebe.css?v=4fa983c6" />
+    <link rel="stylesheet" type="text/css" href="../_static/sphinx-design.min.css?v=95c83b7e" />
+  
+  <!-- Pre-loaded scripts that we'll load fully later -->
+  <link rel="preload" as="script" href="../_static/scripts/bootstrap.js?digest=dfe6caa3a7d634c4db9b" />
+<link rel="preload" as="script" href="../_static/scripts/pydata-sphinx-theme.js?digest=dfe6caa3a7d634c4db9b" />
+  <script src="../_static/vendor/fontawesome/6.5.2/js/all.min.js?digest=dfe6caa3a7d634c4db9b"></script>
+
+    <script src="../_static/documentation_options.js?v=30a733bc"></script>
+    <script src="../_static/doctools.js?v=9a2dae69"></script>
+    <script src="../_static/sphinx_highlight.js?v=dc90522c"></script>
+    <script src="../_static/clipboard.min.js?v=a7894cd8"></script>
+    <script src="../_static/copybutton.js?v=f281be69"></script>
+    <script src="../_static/scripts/sphinx-book-theme.js?v=887ef09a"></script>
+    <script>let toggleHintShow = 'Click to show';</script>
+    <script>let toggleHintHide = 'Click to hide';</script>
+    <script>let toggleOpenOnPrint = 'true';</script>
+    <script src="../_static/togglebutton.js?v=4a39c7ea"></script>
+    <script>var togglebuttonSelector = '.toggle, .admonition.dropdown';</script>
+    <script src="../_static/design-tabs.js?v=f930bc37"></script>
+    <script async="async" src="https://www.googletagmanager.com/gtag/js?id=G-JV2SK7CNPR"></script>
+    <script>
+                window.dataLayer = window.dataLayer || [];
+                function gtag(){ dataLayer.push(arguments); }
+                gtag('js', new Date());
+                gtag('config', 'G-JV2SK7CNPR');
+            </script>
+    <script>const THEBE_JS_URL = "https://unpkg.com/thebe@0.8.2/lib/index.js"; const thebe_selector = ".thebe,.cell"; const thebe_selector_input = "pre"; const thebe_selector_output = ".output, .cell_output"</script>
+    <script async="async" src="../_static/sphinx-thebe.js?v=c100c467"></script>
+    <script>var togglebuttonSelector = '.toggle, .admonition.dropdown';</script>
+    <script>
+                window.dataLayer = window.dataLayer || [];
+                function gtag(){ dataLayer.push(arguments); }
+                gtag('js', new Date());
+                gtag('config', 'G-JV2SK7CNPR');
+            </script>
+    <script>const THEBE_JS_URL = "https://unpkg.com/thebe@0.8.2/lib/index.js"; const thebe_selector = ".thebe,.cell"; const thebe_selector_input = "pre"; const thebe_selector_output = ".output, .cell_output"</script>
+    <script>DOCUMENTATION_OPTIONS.pagename = '_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded';</script>
+    <link rel="index" title="Index" href="../genindex.html" />
+    <link rel="search" title="Search" href="../search.html" />
+    <link rel="next" title="floris.optimization.layout_optimization.layout_optimization_pyoptsparse" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html" />
+    <link rel="prev" title="floris.optimization.layout_optimization.layout_optimization_boundary_grid" href="floris.optimization.layout_optimization.layout_optimization_boundary_grid.html" />
+  <meta name="viewport" content="width=device-width, initial-scale=1"/>
+  <meta name="docsearch:language" content="python"/>
+  </head>
+  
+  
+  <body data-bs-spy="scroll" data-bs-target=".bd-toc-nav" data-offset="180" data-bs-root-margin="0px 0px -60%" data-default-mode="">
+
+  
+  
+  <div id="pst-skip-link" class="skip-link d-print-none"><a href="#main-content">Skip to main content</a></div>
+  
+  <div id="pst-scroll-pixel-helper"></div>
+  
+  <button type="button" class="btn rounded-pill" id="pst-back-to-top">
+    <i class="fa-solid fa-arrow-up"></i>Back to top</button>
+
+  
+  <input type="checkbox"
+          class="sidebar-toggle"
+          id="pst-primary-sidebar-checkbox"/>
+  <label class="overlay overlay-primary" for="pst-primary-sidebar-checkbox"></label>
+  
+  <input type="checkbox"
+          class="sidebar-toggle"
+          id="pst-secondary-sidebar-checkbox"/>
+  <label class="overlay overlay-secondary" for="pst-secondary-sidebar-checkbox"></label>
+  
+  <div class="search-button__wrapper">
+    <div class="search-button__overlay"></div>
+    <div class="search-button__search-container">
+<form class="bd-search d-flex align-items-center"
+      action="../search.html"
+      method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search"
+         class="form-control"
+         name="q"
+         id="search-input"
+         placeholder="Search this book..."
+         aria-label="Search this book..."
+         autocomplete="off"
+         autocorrect="off"
+         autocapitalize="off"
+         spellcheck="false"/>
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form></div>
+  </div>
+
+  <div class="pst-async-banner-revealer d-none">
+  <aside id="bd-header-version-warning" class="d-none d-print-none" aria-label="Version warning"></aside>
+</div>
+
+  
+    <header class="bd-header navbar navbar-expand-lg bd-navbar d-print-none">
+    </header>
+  
+
+  <div class="bd-container">
+    <div class="bd-container__inner bd-page-width">
+      
+      
+      
+      <div class="bd-sidebar-primary bd-sidebar">
+        
+
+  
+  <div class="sidebar-header-items sidebar-primary__section">
+    
+    
+    
+    
+  </div>
+  
+    <div class="sidebar-primary-items__start sidebar-primary__section">
+        <div class="sidebar-primary-item">
+
+  
+    
+  
+
+<a class="navbar-brand logo" href="../index.html">
+  
+  
+  
+  
+  
+    
+    
+      
+    
+    
+    <img src="../_static/docs_image.png" class="logo__image only-light" alt="FLORIS - Home"/>
+    <script>document.write(`<img src="../_static/docs_image.png" class="logo__image only-dark" alt="FLORIS - Home"/>`);</script>
+  
+  
+</a></div>
+        <div class="sidebar-primary-item">
+
+ <script>
+ document.write(`
+   <button class="btn search-button-field search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="fa-solid fa-magnifying-glass"></i>
+    <span class="search-button__default-text">Search</span>
+    <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd class="kbd-shortcut__modifier">K</kbd></span>
+   </button>
+ `);
+ </script></div>
+        <div class="sidebar-primary-item"><nav class="bd-links bd-docs-nav" aria-label="Main">
+    <div class="bd-toc-item navbar-nav active">
+        
+        <ul class="nav bd-sidenav bd-sidenav__home-link">
+            <li class="toctree-l1">
+                <a class="reference internal" href="../index.html">
+                    FLORIS Wake Modeling & Wind Farm Controls
+                </a>
+            </li>
+        </ul>
+        <p aria-level="2" class="caption" role="heading"><span class="caption-text">Getting Started</span></p>
+<ul class="nav bd-sidenav">
+<li class="toctree-l1"><a class="reference internal" href="../installation.html">Installation</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../v3_to_v4.html">Switching from FLORIS v3 to v4</a></li>
+</ul>
+<p aria-level="2" class="caption" role="heading"><span class="caption-text">User Reference</span></p>
+<ul class="nav bd-sidenav">
+<li class="toctree-l1"><a class="reference internal" href="../intro_concepts.html">Introductory Concepts</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../advanced_concepts.html">Advanced Concepts</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../wind_data_user.html">Wind Data Objects</a></li>
+
+<li class="toctree-l1"><a class="reference internal" href="../heterogeneous_map.html">Heterogeneous Map</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../floating_wind_turbine.html">Floating Wind Turbine Modeling</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../turbine_interaction.html">Turbine Library Interface</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../operation_models_user.html">Turbine Operation Models</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../layout_optimization.html">Layout Optimization</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../input_reference_main.html">Main Input File Reference</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../input_reference_turbine.html">Turbine Input File Reference</a></li>
+</ul>
+<p aria-level="2" class="caption" role="heading"><span class="caption-text">Theory and Background</span></p>
+<ul class="nav bd-sidenav">
+<li class="toctree-l1 has-children"><a class="reference internal" href="../wake_models.html">Wake Models</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
+<li class="toctree-l2"><a class="reference internal" href="../empirical_gauss_model.html">Empirical Gaussian model</a></li>
+</ul>
+</details></li>
+<li class="toctree-l1"><a class="reference internal" href="../bibliography.html">Bibliography</a></li>
+</ul>
+<p aria-level="2" class="caption" role="heading"><span class="caption-text">Developer Reference</span></p>
+<ul class="current nav bd-sidenav">
+<li class="toctree-l1"><a class="reference internal" href="../dev_guide.html">Developer's Guide</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../architecture.html">Architecture and Design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../code_quality.html">Code Quality</a></li>
+<li class="toctree-l1 current active has-children"><a class="reference internal" href="../api_docs.html">API Documentation</a><details open="open"><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul class="current">
+<li class="toctree-l2"><a class="reference internal" href="floris.flow_visualization.html">floris.flow_visualization</a></li>
+<li class="toctree-l2"><a class="reference internal" href="floris.floris_model.html">floris.floris_model</a></li>
+<li class="toctree-l2"><a class="reference internal" href="floris.wind_data.html">floris.wind_data</a></li>
+<li class="toctree-l2"><a class="reference internal" href="floris.uncertain_floris_model.html">floris.uncertain_floris_model</a></li>
+<li class="toctree-l2 has-children"><a class="reference internal" href="floris.turbine_library.html">floris.turbine_library</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
+<li class="toctree-l3"><a class="reference internal" href="floris.turbine_library.turbine_previewer.html">floris.turbine_library.turbine_previewer</a></li>
+<li class="toctree-l3"><a class="reference internal" href="floris.turbine_library.turbine_utilities.html">floris.turbine_library.turbine_utilities</a></li>
+</ul>
+</details></li>
+<li class="toctree-l2"><a class="reference internal" href="floris.parallel_floris_model.html">floris.parallel_floris_model</a></li>
+<li class="toctree-l2 current active has-children"><a class="reference internal" href="floris.optimization.html">floris.optimization</a><details open="open"><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul class="current">
+<li class="toctree-l3 current active has-children"><a class="reference internal" href="floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details open="open"><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul class="current">
+<li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
+<li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4 current active"><a class="current reference internal" href="#">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
+<li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
+<li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
+<li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
+<li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_scipy.html">floris.optimization.layout_optimization.layout_optimization_scipy</a></li>
+</ul>
+</details></li>
+<li class="toctree-l3 has-children"><a class="reference internal" href="floris.optimization.other.html">floris.optimization.other</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
+<li class="toctree-l4"><a class="reference internal" href="floris.optimization.other.boundary_grid.html">floris.optimization.other.boundary_grid</a></li>
+</ul>
+</details></li>
+<li class="toctree-l3 has-children"><a class="reference internal" href="floris.optimization.yaw_optimization.html">floris.optimization.yaw_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
+<li class="toctree-l4"><a class="reference internal" href="floris.optimization.yaw_optimization.yaw_optimization_base.html">floris.optimization.yaw_optimization.yaw_optimization_base</a></li>
+<li class="toctree-l4"><a class="reference internal" href="floris.optimization.yaw_optimization.yaw_optimization_tools.html">floris.optimization.yaw_optimization.yaw_optimization_tools</a></li>
+<li class="toctree-l4"><a class="reference internal" href="floris.optimization.yaw_optimization.yaw_optimizer_geometric.html">floris.optimization.yaw_optimization.yaw_optimizer_geometric</a></li>
+<li class="toctree-l4"><a class="reference internal" href="floris.optimization.yaw_optimization.yaw_optimizer_scipy.html">floris.optimization.yaw_optimization.yaw_optimizer_scipy</a></li>
+<li class="toctree-l4"><a class="reference internal" href="floris.optimization.yaw_optimization.yaw_optimizer_sr.html">floris.optimization.yaw_optimization.yaw_optimizer_sr</a></li>
+</ul>
+</details></li>
+</ul>
+</details></li>
+<li class="toctree-l2"><a class="reference internal" href="floris.layout_visualization.html">floris.layout_visualization</a></li>
+<li class="toctree-l2"><a class="reference internal" href="floris.cut_plane.html">floris.cut_plane</a></li>
+<li class="toctree-l2 has-children"><a class="reference internal" href="floris.core.html">floris.core</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
+<li class="toctree-l3"><a class="reference internal" href="floris.core.base.html">floris.core.base</a></li>
+<li class="toctree-l3"><a class="reference internal" href="floris.core.core.html">floris.core.core</a></li>
+<li class="toctree-l3"><a class="reference internal" href="floris.core.farm.html">floris.core.farm</a></li>
+<li class="toctree-l3"><a class="reference internal" href="floris.core.flow_field.html">floris.core.flow_field</a></li>
+<li class="toctree-l3"><a class="reference internal" href="floris.core.grid.html">floris.core.grid</a></li>
+<li class="toctree-l3"><a class="reference internal" href="floris.core.rotor_velocity.html">floris.core.rotor_velocity</a></li>
+<li class="toctree-l3"><a class="reference internal" href="floris.core.solver.html">floris.core.solver</a></li>
+<li class="toctree-l3 has-children"><a class="reference internal" href="floris.core.turbine.html">floris.core.turbine</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
+<li class="toctree-l4"><a class="reference internal" href="floris.core.turbine.operation_models.html">floris.core.turbine.operation_models</a></li>
+<li class="toctree-l4"><a class="reference internal" href="floris.core.turbine.turbine.html">floris.core.turbine.turbine</a></li>
+</ul>
+</details></li>
+<li class="toctree-l3"><a class="reference internal" href="floris.core.wake.html">floris.core.wake</a></li>
+<li class="toctree-l3 has-children"><a class="reference internal" href="floris.core.wake_combination.html">floris.core.wake_combination</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
+<li class="toctree-l4"><a class="reference internal" href="floris.core.wake_combination.fls.html">floris.core.wake_combination.fls</a></li>
+<li class="toctree-l4"><a class="reference internal" href="floris.core.wake_combination.max.html">floris.core.wake_combination.max</a></li>
+<li class="toctree-l4"><a class="reference internal" href="floris.core.wake_combination.sosfs.html">floris.core.wake_combination.sosfs</a></li>
+</ul>
+</details></li>
+<li class="toctree-l3 has-children"><a class="reference internal" href="floris.core.wake_deflection.html">floris.core.wake_deflection</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
+<li class="toctree-l4"><a class="reference internal" href="floris.core.wake_deflection.empirical_gauss.html">floris.core.wake_deflection.empirical_gauss</a></li>
+<li class="toctree-l4"><a class="reference internal" href="floris.core.wake_deflection.gauss.html">floris.core.wake_deflection.gauss</a></li>
+<li class="toctree-l4"><a class="reference internal" href="floris.core.wake_deflection.jimenez.html">floris.core.wake_deflection.jimenez</a></li>
+<li class="toctree-l4"><a class="reference internal" href="floris.core.wake_deflection.none.html">floris.core.wake_deflection.none</a></li>
+</ul>
+</details></li>
+<li class="toctree-l3 has-children"><a class="reference internal" href="floris.core.wake_turbulence.html">floris.core.wake_turbulence</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
+<li class="toctree-l4"><a class="reference internal" href="floris.core.wake_turbulence.crespo_hernandez.html">floris.core.wake_turbulence.crespo_hernandez</a></li>
+<li class="toctree-l4"><a class="reference internal" href="floris.core.wake_turbulence.none.html">floris.core.wake_turbulence.none</a></li>
+<li class="toctree-l4"><a class="reference internal" href="floris.core.wake_turbulence.wake_induced_mixing.html">floris.core.wake_turbulence.wake_induced_mixing</a></li>
+</ul>
+</details></li>
+<li class="toctree-l3 has-children"><a class="reference internal" href="floris.core.wake_velocity.html">floris.core.wake_velocity</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
+<li class="toctree-l4"><a class="reference internal" href="floris.core.wake_velocity.cumulative_gauss_curl.html">floris.core.wake_velocity.cumulative_gauss_curl</a></li>
+<li class="toctree-l4"><a class="reference internal" href="floris.core.wake_velocity.empirical_gauss.html">floris.core.wake_velocity.empirical_gauss</a></li>
+<li class="toctree-l4"><a class="reference internal" href="floris.core.wake_velocity.gauss.html">floris.core.wake_velocity.gauss</a></li>
+<li class="toctree-l4"><a class="reference internal" href="floris.core.wake_velocity.jensen.html">floris.core.wake_velocity.jensen</a></li>
+<li class="toctree-l4"><a class="reference internal" href="floris.core.wake_velocity.none.html">floris.core.wake_velocity.none</a></li>
+<li class="toctree-l4"><a class="reference internal" href="floris.core.wake_velocity.turbopark.html">floris.core.wake_velocity.turbopark</a></li>
+<li class="toctree-l4"><a class="reference internal" href="floris.core.wake_velocity.turboparkgauss.html">floris.core.wake_velocity.turboparkgauss</a></li>
+</ul>
+</details></li>
+</ul>
+</details></li>
+<li class="toctree-l2"><a class="reference internal" href="floris.convert_turbine_v3_to_v4.html">floris.convert_turbine_v3_to_v4</a></li>
+<li class="toctree-l2"><a class="reference internal" href="floris.convert_floris_input_v3_to_v4.html">floris.convert_floris_input_v3_to_v4</a></li>
+<li class="toctree-l2"><a class="reference internal" href="floris.utilities.html">floris.utilities</a></li>
+<li class="toctree-l2"><a class="reference internal" href="floris.type_dec.html">floris.type_dec</a></li>
+<li class="toctree-l2"><a class="reference internal" href="floris.logging_manager.html">floris.logging_manager</a></li>
+</ul>
+</details></li>
+</ul>
+<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples</span></p>
+<ul class="nav bd-sidenav">
+<li class="toctree-l1"><a class="reference internal" href="../examples/001_opening_floris_computing_power.html">Example 1: Opening FLORIS and Computing Power</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/002_visualizations.html">Example 2: Visualizations</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/003_wind_data_objects.html">Example 3: Wind Data Objects</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/004_set.html">Example 4: Set</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/005_getting_power.html">Example 5: Getting Turbine and Farm Power</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/006_get_farm_aep.html">Example 6: Getting Expected Power and AEP</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/007_sweeping_variables.html">Example 7: Sweeping Variables</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/008_uncertain_models.html">Example 8: Uncertain Models</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/009_compare_farm_power_with_neighbor.html">Example 9: Compare farm power with neighboring farm</a></li>
+</ul>
+<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Control optimization</span></p>
+<ul class="nav bd-sidenav">
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_control_optimization/001_opt_yaw_single_ws.html">Example: Optimize yaw for a single wind speed and multiple wind directions</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_control_optimization/002_opt_yaw_single_ws_uncertain.html">Example: Optimize yaw for a single wind speed and multiple wind directions.</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_control_optimization/003_opt_yaw_multiple_ws.html">Example: Optimize yaw for multiple wind directions and multiple wind speeds.</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_control_optimization/004_optimize_yaw_aep.html">Example: Optimize yaw and compare AEP</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_control_optimization/005_optimize_yaw_aep_parallel.html">Example: Optimize yaw and compare AEP in parallel</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_control_optimization/006_compare_yaw_optimizers.html">Example: Compare yaw optimizers</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_control_optimization/007_optimize_yaw_with_neighbor_farms.html">Example: Optimize yaw with neighbor farm</a></li>
+</ul>
+<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Control types</span></p>
+<ul class="nav bd-sidenav">
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_control_types/001_derating_control.html">Example of using the simple-derating control model in FLORIS.</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_control_types/002_disable_turbines.html">Example: Disabling turbines</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_control_types/003_setting_yaw_and_disabling.html">Example: Setting yaw angles and disabling turbine</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_control_types/004_helix_active_wake_mixing.html">Example: Helix active wake mixing</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_control_types/005_peak_shaving.html">Example of using the peak-shaving turbine operation model.</a></li>
+</ul>
+<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Emgauss</span></p>
+<ul class="nav bd-sidenav">
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_emgauss/001_empirical_gauss_velocity_deficit_parameters.html">Example: Empirical Gaussian velocity deficit parameters</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_emgauss/002_empirical_gauss_deflection_parameters.html">Example: Empirical Gaussian deflection parameters</a></li>
+</ul>
+<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Floating</span></p>
+<ul class="nav bd-sidenav">
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_floating/001_floating_turbine_models.html">Example: Floating turbines</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_floating/002_floating_vs_fixedbottom_farm.html">Example: Floating vs fixed-bottom farm</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_floating/003_tilt_driven_vertical_wake_deflection.html">Example: Tilt-driven vertical wake deflection</a></li>
+</ul>
+<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Get flow</span></p>
+<ul class="nav bd-sidenav">
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_get_flow/001_extract_wind_speed_at_turbines.html">Example: Extract wind speed at turbines</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_get_flow/002_extract_wind_speed_at_points.html">Example: Extract wind speed at points</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_get_flow/003_plot_velocity_deficit_profiles.html">Example: Plot velocity deficit profiles</a></li>
+</ul>
+<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Heterogeneous</span></p>
+<ul class="nav bd-sidenav">
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_heterogeneous/001_heterogeneous_inflow_single.html">Example: Heterogeneous Inflow for single case</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_heterogeneous/002_heterogeneous_using_wind_data.html">Example: Heterogeneous Inflow using wind data</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_heterogeneous/003_heterogeneous_speedup_by_wd_and_ws.html">Example: Heterogeneous Speedup by Wind Direction and Wind Speed</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_heterogeneous/004_heterogeneous_2d_and_3d.html">Example: Heterogeneous Inflow in 2D and 3D</a></li>
+</ul>
+<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Layout optimization</span></p>
+<ul class="nav bd-sidenav">
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
+</ul>
+<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
+<ul class="nav bd-sidenav">
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_multidim/001_multi_dimensional_cp_ct.html">Example: Multi-dimensional Cp/Ct data</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_multidim/002_multi_dimensional_cp_ct_2Hs.html">Example: Multi-dimensional Cp/Ct with 2 Hs values</a></li>
+</ul>
+<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Turbine</span></p>
+<ul class="nav bd-sidenav">
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_turbine/001_check_turbine.html">Example: Check turbine power curves</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_turbine/002_multiple_turbine_types.html">Example: Multiple turbine types</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_turbine/003_specify_turbine_power_curve.html">Example: Specify turbine power curve</a></li>
+</ul>
+<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Turbopark</span></p>
+<ul class="nav bd-sidenav">
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_turbopark/001_compare_turbopark_implementations.html">Example: Compare TurbOPark model implementations</a></li>
+</ul>
+<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Uncertain</span></p>
+<ul class="nav bd-sidenav">
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_uncertain/001_uncertain_model_params.html">Example: Uncertain Model Parameters</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_uncertain/002_approx_floris_model.html">Example: Approximate Model Parameters</a></li>
+</ul>
+<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Visualizations</span></p>
+<ul class="nav bd-sidenav">
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_visualizations/001_layout_visualizations.html">Example: Layout Visualizations</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_visualizations/002_visualize_y_cut_plane.html">Example: Visualize y cut plane</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_visualizations/003_visualize_cross_plane.html">Example: Visualize cross plane</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_visualizations/004_visualize_rotor_values.html">Example: Visualize rotor velocities</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_visualizations/005_visualize_flow_by_sweeping_turbines.html">Example: Visualize flow by sweeping turbines</a></li>
+</ul>
+<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Wind data</span></p>
+<ul class="nav bd-sidenav">
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_wind_data/001_wind_data_comparisons.html">Example: Wind Data Comparisons</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_wind_data/002_generate_ti.html">Example: Generate TI</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_wind_data/003_generate_value.html">Example: Generate value</a></li>
+</ul>
+<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Wind resource grid</span></p>
+<ul class="nav bd-sidenav">
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_wind_resource_grid/000_generate_example_wrg.html">Example: Generate Example WRG File</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_wind_resource_grid/001_wind_rose_wrg.html">Example: WindRoseWRG</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_wind_resource_grid/002_set_floris_with_wrg.html">Example: Setting FLORIS with WindRoseWRG</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_wind_resource_grid/003_wrg_compar_layout_optimization.html">Example: Layout optimization with WindRoseWRG comparison</a></li>
+</ul>
+
+    </div>
+</nav></div>
+    </div>
+  
+  
+  <div class="sidebar-primary-items__end sidebar-primary__section">
+  </div>
+  
+  <div id="rtd-footer-container"></div>
+
+
+      </div>
+      
+      <main id="main-content" class="bd-main" role="main">
+        
+        
+
+<div class="sbt-scroll-pixel-helper"></div>
+
+          <div class="bd-content">
+            <div class="bd-article-container">
+              
+              <div class="bd-header-article d-print-none">
+<div class="header-article-items header-article__inner">
+  
+    <div class="header-article-items__start">
+      
+        <div class="header-article-item"><button class="sidebar-toggle primary-toggle btn btn-sm" title="Toggle primary sidebar" data-bs-placement="bottom" data-bs-toggle="tooltip">
+  <span class="fa-solid fa-bars"></span>
+</button></div>
+      
+    </div>
+  
+  
+    <div class="header-article-items__end">
+      
+        <div class="header-article-item">
+
+<div class="article-header-buttons">
+
+
+
+
+
+<div class="dropdown dropdown-source-buttons">
+  <button class="btn dropdown-toggle" type="button" data-bs-toggle="dropdown" aria-expanded="false" aria-label="Source repositories">
+    <i class="fab fa-github"></i>
+  </button>
+  <ul class="dropdown-menu">
+      
+      
+      
+      <li><a href="https://github.com/NREL/floris" target="_blank"
+   class="btn btn-sm btn-source-repository-button dropdown-item"
+   title="Source repository"
+   data-bs-placement="left" data-bs-toggle="tooltip"
+>
+  
+
+<span class="btn__icon-container">
+  <i class="fab fa-github"></i>
+  </span>
+<span class="btn__text-container">Repository</span>
+</a>
+</li>
+      
+      
+      
+      
+      <li><a href="https://github.com/NREL/floris/edit/main/docs/_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.rst" target="_blank"
+   class="btn btn-sm btn-source-edit-button dropdown-item"
+   title="Suggest edit"
+   data-bs-placement="left" data-bs-toggle="tooltip"
+>
+  
+
+<span class="btn__icon-container">
+  <i class="fas fa-pencil-alt"></i>
+  </span>
+<span class="btn__text-container">Suggest edit</span>
+</a>
+</li>
+      
+      
+      
+      
+      <li><a href="https://github.com/NREL/floris/issues/new?title=Issue%20on%20page%20%2F_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html&body=Your%20issue%20content%20here." target="_blank"
+   class="btn btn-sm btn-source-issues-button dropdown-item"
+   title="Open an issue"
+   data-bs-placement="left" data-bs-toggle="tooltip"
+>
+  
+
+<span class="btn__icon-container">
+  <i class="fas fa-lightbulb"></i>
+  </span>
+<span class="btn__text-container">Open issue</span>
+</a>
+</li>
+      
+  </ul>
+</div>
+
+
+
+
+
+
+<div class="dropdown dropdown-download-buttons">
+  <button class="btn dropdown-toggle" type="button" data-bs-toggle="dropdown" aria-expanded="false" aria-label="Download this page">
+    <i class="fas fa-download"></i>
+  </button>
+  <ul class="dropdown-menu">
+      
+      
+      
+      <li><a href="../_sources/_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.rst" target="_blank"
+   class="btn btn-sm btn-download-source-button dropdown-item"
+   title="Download source file"
+   data-bs-placement="left" data-bs-toggle="tooltip"
+>
+  
+
+<span class="btn__icon-container">
+  <i class="fas fa-file"></i>
+  </span>
+<span class="btn__text-container">.rst</span>
+</a>
+</li>
+      
+      
+      
+      
+      <li>
+<button onclick="window.print()"
+  class="btn btn-sm btn-download-pdf-button dropdown-item"
+  title="Print to PDF"
+  data-bs-placement="left" data-bs-toggle="tooltip"
+>
+  
+
+<span class="btn__icon-container">
+  <i class="fas fa-file-pdf"></i>
+  </span>
+<span class="btn__text-container">.pdf</span>
+</button>
+</li>
+      
+  </ul>
+</div>
+
+
+
+
+<button onclick="toggleFullScreen()"
+  class="btn btn-sm btn-fullscreen-button"
+  title="Fullscreen mode"
+  data-bs-placement="bottom" data-bs-toggle="tooltip"
+>
+  
+
+<span class="btn__icon-container">
+  <i class="fas fa-expand"></i>
+  </span>
+
+</button>
+
+
+
+<script>
+document.write(`
+  <button class="btn btn-sm nav-link pst-navbar-icon theme-switch-button" title="light/dark" aria-label="light/dark" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="theme-switch fa-solid fa-sun fa-lg" data-mode="light"></i>
+    <i class="theme-switch fa-solid fa-moon fa-lg" data-mode="dark"></i>
+    <i class="theme-switch fa-solid fa-circle-half-stroke fa-lg" data-mode="auto"></i>
+  </button>
+`);
+</script>
+
+
+<script>
+document.write(`
+  <button class="btn btn-sm pst-navbar-icon search-button search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="fa-solid fa-magnifying-glass fa-lg"></i>
+  </button>
+`);
+</script>
+<button class="sidebar-toggle secondary-toggle btn btn-sm" title="Toggle secondary sidebar" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <span class="fa-solid fa-list"></span>
+</button>
+</div></div>
+      
+    </div>
+  
+</div>
+</div>
+              
+              
+
+<div id="jb-print-docs-body" class="onlyprint">
+    <h1>floris.optimization.layout_optimization.layout_optimization_gridded</h1>
+    <!-- Table of contents -->
+    <div id="print-main-content">
+        <div id="jb-print-toc">
+            
+            <div>
+                <h2> Contents </h2>
+            </div>
+            <nav aria-label="Page">
+                <ul class="visible nav section-nav flex-column">
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#floris.optimization.layout_optimization.layout_optimization_gridded.LayoutOptimizationGridded"><code class="docutils literal notranslate"><span class="pre">LayoutOptimizationGridded</span></code></a><ul class="nav section-nav flex-column">
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#floris.optimization.layout_optimization.layout_optimization_gridded.LayoutOptimizationGridded.optimize"><code class="docutils literal notranslate"><span class="pre">LayoutOptimizationGridded.optimize()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#floris.optimization.layout_optimization.layout_optimization_gridded.LayoutOptimizationGridded.trim_to_circle"><code class="docutils literal notranslate"><span class="pre">LayoutOptimizationGridded.trim_to_circle()</span></code></a></li>
+</ul>
+</li>
+</ul>
+            </nav>
+        </div>
+    </div>
+</div>
+
+              
+                
+<div id="searchbox"></div>
+                <article class="bd-article">
+                  
+  <section id="module-floris.optimization.layout_optimization.layout_optimization_gridded">
+<span id="floris-optimization-layout-optimization-layout-optimization-gridded"></span><h1>floris.optimization.layout_optimization.layout_optimization_gridded<a class="headerlink" href="#module-floris.optimization.layout_optimization.layout_optimization_gridded" title="Link to this heading">#</a></h1>
+<p class="rubric">Classes</p>
+<div class="pst-scrollable-table-container"><table class="autosummary longtable table autosummary">
+<tbody>
+<tr class="row-odd"><td><p><a class="reference internal" href="#floris.optimization.layout_optimization.layout_optimization_gridded.LayoutOptimizationGridded" title="floris.optimization.layout_optimization.layout_optimization_gridded.LayoutOptimizationGridded"><code class="xref py py-obj docutils literal notranslate"><span class="pre">LayoutOptimizationGridded</span></code></a>(fmodel, boundaries)</p></td>
+<td><p>Generates layouts that fit the most turbines arranged in a gridded pattern into the given boundaries.</p></td>
+</tr>
+</tbody>
+</table>
+</div>
+<dl class="py class">
+<dt class="sig sig-object py" id="floris.optimization.layout_optimization.layout_optimization_gridded.LayoutOptimizationGridded">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">floris.optimization.layout_optimization.layout_optimization_gridded.</span></span><span class="sig-name descname"><span class="pre">LayoutOptimizationGridded</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">fmodel</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">boundaries</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">min_dist</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">min_dist_D</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">-1</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">rotation_step</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">5.0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">rotation_range</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">(0.0,</span> <span class="pre">360.0)</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">translation_step</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">translation_step_D</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">-1</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">translation_range</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">hexagonal_packing</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/floris/optimization/layout_optimization/layout_optimization_gridded.html#LayoutOptimizationGridded"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#floris.optimization.layout_optimization.layout_optimization_gridded.LayoutOptimizationGridded" title="Link to this definition">#</a></dt>
+<dd><p>Generates layouts that fit the most turbines arranged in a gridded
+pattern into the given boundaries. The grid can be square (default)
+or hexagonal. The layout is optimized by rotating and translating
+the grid to maximize the number of turbines that fit within the
+boundaries. Note that no wake or AEP calculations are performed in
+determining the maximum number of turbines that fit within the
+boundary.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>fmodel</strong> (<a class="reference internal" href="floris.floris_model.html#floris.floris_model.FlorisModel" title="floris.floris_model.FlorisModel"><em>FlorisModel</em></a>)</p></li>
+<li><p><strong>boundaries</strong> (<em>list</em><em>[</em><em>tuple</em><em>[</em><em>float</em><em>, </em><em>float</em><em>] </em><em>| </em><em>list</em><em>[</em><em>tuple</em><em>[</em><em>float</em><em>, </em><em>float</em><em>]</em><em>]</em><em>]</em>)</p></li>
+<li><p><strong>min_dist</strong> (<em>float</em><em> | </em><em>None</em>)</p></li>
+<li><p><strong>min_dist_D</strong> (<em>float</em><em> | </em><em>None</em>)</p></li>
+<li><p><strong>rotation_step</strong> (<em>float</em>)</p></li>
+<li><p><strong>rotation_range</strong> (<em>tuple</em><em>[</em><em>float</em><em>, </em><em>float</em><em>]</em>)</p></li>
+<li><p><strong>translation_step</strong> (<em>float</em><em> | </em><em>None</em>)</p></li>
+<li><p><strong>translation_step_D</strong> (<em>float</em><em> | </em><em>None</em>)</p></li>
+<li><p><strong>translation_range</strong> (<em>tuple</em><em>[</em><em>float</em><em>, </em><em>float</em><em>] </em><em>| </em><em>None</em>)</p></li>
+<li><p><strong>hexagonal_packing</strong> (<em>bool</em>)</p></li>
+</ul>
+</dd>
+</dl>
+<dl class="py method">
+<dt class="sig sig-object py" id="floris.optimization.layout_optimization.layout_optimization_gridded.LayoutOptimizationGridded.optimize">
+<span class="sig-name descname"><span class="pre">optimize</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="../_modules/floris/optimization/layout_optimization/layout_optimization_gridded.html#LayoutOptimizationGridded.optimize"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#floris.optimization.layout_optimization.layout_optimization_gridded.LayoutOptimizationGridded.optimize" title="Link to this definition">#</a></dt>
+<dd></dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="floris.optimization.layout_optimization.layout_optimization_gridded.LayoutOptimizationGridded.trim_to_circle">
+<em class="property"><span class="pre">static</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">trim_to_circle</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">x_locs</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">y_locs</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">radius</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/floris/optimization/layout_optimization/layout_optimization_gridded.html#LayoutOptimizationGridded.trim_to_circle"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#floris.optimization.layout_optimization.layout_optimization_gridded.LayoutOptimizationGridded.trim_to_circle" title="Link to this definition">#</a></dt>
+<dd></dd></dl>
+
+</dd></dl>
+
+</section>
+
+    <script type="text/x-thebe-config">
+    {
+        requestKernel: true,
+        binderOptions: {
+            repo: "binder-examples/jupyter-stacks-datascience",
+            ref: "master",
+        },
+        codeMirrorConfig: {
+            theme: "abcdef",
+            mode: "python"
+        },
+        kernelOptions: {
+            name: "python3",
+            path: "./_autosummary"
+        },
+        predefinedOutput: true
+    }
+    </script>
+    <script>kernelName = 'python3'</script>
+
+                </article>
+              
+
+              
+              
+              
+              
+                <footer class="prev-next-footer d-print-none">
+                  
+<div class="prev-next-area">
+    <a class="left-prev"
+       href="floris.optimization.layout_optimization.layout_optimization_boundary_grid.html"
+       title="previous page">
+      <i class="fa-solid fa-angle-left"></i>
+      <div class="prev-next-info">
+        <p class="prev-next-subtitle">previous</p>
+        <p class="prev-next-title">floris.optimization.layout_optimization.layout_optimization_boundary_grid</p>
+      </div>
+    </a>
+    <a class="right-next"
+       href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html"
+       title="next page">
+      <div class="prev-next-info">
+        <p class="prev-next-subtitle">next</p>
+        <p class="prev-next-title">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</p>
+      </div>
+      <i class="fa-solid fa-angle-right"></i>
+    </a>
+</div>
+                </footer>
+              
+            </div>
+            
+            
+              
+                <div class="bd-sidebar-secondary bd-toc"><div class="sidebar-secondary-items sidebar-secondary__inner">
+
+
+  <div class="sidebar-secondary-item">
+  <div class="page-toc tocsection onthispage">
+    <i class="fa-solid fa-list"></i> Contents
+  </div>
+  <nav class="bd-toc-nav page-toc">
+    <ul class="visible nav section-nav flex-column">
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#floris.optimization.layout_optimization.layout_optimization_gridded.LayoutOptimizationGridded"><code class="docutils literal notranslate"><span class="pre">LayoutOptimizationGridded</span></code></a><ul class="nav section-nav flex-column">
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#floris.optimization.layout_optimization.layout_optimization_gridded.LayoutOptimizationGridded.optimize"><code class="docutils literal notranslate"><span class="pre">LayoutOptimizationGridded.optimize()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#floris.optimization.layout_optimization.layout_optimization_gridded.LayoutOptimizationGridded.trim_to_circle"><code class="docutils literal notranslate"><span class="pre">LayoutOptimizationGridded.trim_to_circle()</span></code></a></li>
+</ul>
+</li>
+</ul>
+  </nav></div>
+
+</div></div>
+              
+            
+          </div>
+          <footer class="bd-footer-content">
+            
+<div class="bd-footer-content__inner container">
+  
+  <div class="footer-item">
+    
+<p class="component-author">
+By National Renewable Energy Laboratory
+</p>
+
+  </div>
+  
+  <div class="footer-item">
+    
+
+  <p class="copyright">
+    
+      © Copyright 2023.
+      <br/>
+    
+  </p>
+
+  </div>
+  
+  <div class="footer-item">
+    
+  </div>
+  
+  <div class="footer-item">
+    
+  </div>
+  
+</div>
+          </footer>
+        
+
+      </main>
+    </div>
+  </div>
+  
+  <!-- Scripts loaded after <body> so the DOM is not blocked -->
+  <script src="../_static/scripts/bootstrap.js?digest=dfe6caa3a7d634c4db9b"></script>
+<script src="../_static/scripts/pydata-sphinx-theme.js?digest=dfe6caa3a7d634c4db9b"></script>
+
+  <footer class="bd-footer">
+  </footer>
+  </body>
+</html>
\ No newline at end of file
diff --git a/_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html b/_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html
index dfcb42a9e..86666afe0 100644
--- a/_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html
+++ b/_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html
@@ -74,7 +74,7 @@
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
     <link rel="next" title="floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html" />
-    <link rel="prev" title="floris.optimization.layout_optimization.layout_optimization_boundary_grid" href="floris.optimization.layout_optimization.layout_optimization_boundary_grid.html" />
+    <link rel="prev" title="floris.optimization.layout_optimization.layout_optimization_gridded" href="floris.optimization.layout_optimization.layout_optimization_gridded.html" />
   <meta name="viewport" content="width=device-width, initial-scale=1"/>
   <meta name="docsearch:language" content="python"/>
   </head>
@@ -239,6 +239,7 @@
 <li class="toctree-l3 current active has-children"><a class="reference internal" href="floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details open="open"><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul class="current">
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4 current active"><a class="current reference internal" href="#">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -373,6 +374,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
@@ -773,12 +776,12 @@ <h2> Contents </h2>
                   
 <div class="prev-next-area">
     <a class="left-prev"
-       href="floris.optimization.layout_optimization.layout_optimization_boundary_grid.html"
+       href="floris.optimization.layout_optimization.layout_optimization_gridded.html"
        title="previous page">
       <i class="fa-solid fa-angle-left"></i>
       <div class="prev-next-info">
         <p class="prev-next-subtitle">previous</p>
-        <p class="prev-next-title">floris.optimization.layout_optimization.layout_optimization_boundary_grid</p>
+        <p class="prev-next-title">floris.optimization.layout_optimization.layout_optimization_gridded</p>
       </div>
     </a>
     <a class="right-next"
diff --git a/_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html b/_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html
index 4ef30be8a..0f5067aad 100644
--- a/_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html
+++ b/_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html
@@ -239,6 +239,7 @@
 <li class="toctree-l3 current active has-children"><a class="reference internal" href="floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details open="open"><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul class="current">
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4 current active"><a class="current reference internal" href="#">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -373,6 +374,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html b/_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html
index 7847497f5..92049ff28 100644
--- a/_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html
+++ b/_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html
@@ -239,6 +239,7 @@
 <li class="toctree-l3 current active has-children"><a class="reference internal" href="floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details open="open"><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul class="current">
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4 current active"><a class="current reference internal" href="#">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -373,6 +374,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/_autosummary/floris.optimization.layout_optimization.layout_optimization_scipy.html b/_autosummary/floris.optimization.layout_optimization.layout_optimization_scipy.html
index ebdb8c2bf..9de1dade2 100644
--- a/_autosummary/floris.optimization.layout_optimization.layout_optimization_scipy.html
+++ b/_autosummary/floris.optimization.layout_optimization.layout_optimization_scipy.html
@@ -239,6 +239,7 @@
 <li class="toctree-l3 current active has-children"><a class="reference internal" href="floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details open="open"><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul class="current">
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -373,6 +374,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/_autosummary/floris.optimization.other.boundary_grid.html b/_autosummary/floris.optimization.other.boundary_grid.html
index 3c0dcd500..4beda4c55 100644
--- a/_autosummary/floris.optimization.other.boundary_grid.html
+++ b/_autosummary/floris.optimization.other.boundary_grid.html
@@ -239,6 +239,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -373,6 +374,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/_autosummary/floris.optimization.other.html b/_autosummary/floris.optimization.other.html
index 1bbc6a263..b401d91a2 100644
--- a/_autosummary/floris.optimization.other.html
+++ b/_autosummary/floris.optimization.other.html
@@ -239,6 +239,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -373,6 +374,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/_autosummary/floris.optimization.yaw_optimization.html b/_autosummary/floris.optimization.yaw_optimization.html
index 0921a3caa..912afde8d 100644
--- a/_autosummary/floris.optimization.yaw_optimization.html
+++ b/_autosummary/floris.optimization.yaw_optimization.html
@@ -239,6 +239,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -373,6 +374,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/_autosummary/floris.optimization.yaw_optimization.yaw_optimization_base.html b/_autosummary/floris.optimization.yaw_optimization.yaw_optimization_base.html
index 6fe265925..a3b06d140 100644
--- a/_autosummary/floris.optimization.yaw_optimization.yaw_optimization_base.html
+++ b/_autosummary/floris.optimization.yaw_optimization.yaw_optimization_base.html
@@ -239,6 +239,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -373,6 +374,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/_autosummary/floris.optimization.yaw_optimization.yaw_optimization_tools.html b/_autosummary/floris.optimization.yaw_optimization.yaw_optimization_tools.html
index 509a9375a..ecfbe146e 100644
--- a/_autosummary/floris.optimization.yaw_optimization.yaw_optimization_tools.html
+++ b/_autosummary/floris.optimization.yaw_optimization.yaw_optimization_tools.html
@@ -239,6 +239,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -373,6 +374,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/_autosummary/floris.optimization.yaw_optimization.yaw_optimizer_geometric.html b/_autosummary/floris.optimization.yaw_optimization.yaw_optimizer_geometric.html
index 2fde1f352..56d6ce9fb 100644
--- a/_autosummary/floris.optimization.yaw_optimization.yaw_optimizer_geometric.html
+++ b/_autosummary/floris.optimization.yaw_optimization.yaw_optimizer_geometric.html
@@ -239,6 +239,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -373,6 +374,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/_autosummary/floris.optimization.yaw_optimization.yaw_optimizer_scipy.html b/_autosummary/floris.optimization.yaw_optimization.yaw_optimizer_scipy.html
index c84bbb9ea..b566af1bc 100644
--- a/_autosummary/floris.optimization.yaw_optimization.yaw_optimizer_scipy.html
+++ b/_autosummary/floris.optimization.yaw_optimization.yaw_optimizer_scipy.html
@@ -239,6 +239,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -373,6 +374,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/_autosummary/floris.optimization.yaw_optimization.yaw_optimizer_sr.html b/_autosummary/floris.optimization.yaw_optimization.yaw_optimizer_sr.html
index 30775d259..d9e06ea5c 100644
--- a/_autosummary/floris.optimization.yaw_optimization.yaw_optimizer_sr.html
+++ b/_autosummary/floris.optimization.yaw_optimization.yaw_optimizer_sr.html
@@ -239,6 +239,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -373,6 +374,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/_autosummary/floris.parallel_floris_model.html b/_autosummary/floris.parallel_floris_model.html
index 6ce97d5e3..8d53d180f 100644
--- a/_autosummary/floris.parallel_floris_model.html
+++ b/_autosummary/floris.parallel_floris_model.html
@@ -239,6 +239,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -373,6 +374,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
@@ -634,6 +637,10 @@ <h2> Contents </h2>
 <li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#floris.parallel_floris_model.ParallelFlorisModel.get_farm_power"><code class="docutils literal notranslate"><span class="pre">ParallelFlorisModel.get_farm_power()</span></code></a></li>
 <li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#floris.parallel_floris_model.ParallelFlorisModel.get_farm_AEP"><code class="docutils literal notranslate"><span class="pre">ParallelFlorisModel.get_farm_AEP()</span></code></a></li>
 <li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#floris.parallel_floris_model.ParallelFlorisModel.optimize_yaw_angles"><code class="docutils literal notranslate"><span class="pre">ParallelFlorisModel.optimize_yaw_angles()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#floris.parallel_floris_model.ParallelFlorisModel.get_operation_model"><code class="docutils literal notranslate"><span class="pre">ParallelFlorisModel.get_operation_model()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#floris.parallel_floris_model.ParallelFlorisModel.set_operation_model"><code class="docutils literal notranslate"><span class="pre">ParallelFlorisModel.set_operation_model()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#floris.parallel_floris_model.ParallelFlorisModel.get_param"><code class="docutils literal notranslate"><span class="pre">ParallelFlorisModel.get_param()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#floris.parallel_floris_model.ParallelFlorisModel.set_param"><code class="docutils literal notranslate"><span class="pre">ParallelFlorisModel.set_param()</span></code></a></li>
 <li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#floris.parallel_floris_model.ParallelFlorisModel.layout_x"><code class="docutils literal notranslate"><span class="pre">ParallelFlorisModel.layout_x</span></code></a></li>
 <li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#floris.parallel_floris_model.ParallelFlorisModel.layout_y"><code class="docutils literal notranslate"><span class="pre">ParallelFlorisModel.layout_y</span></code></a></li>
 <li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#floris.parallel_floris_model.ParallelFlorisModel.wind_speeds"><code class="docutils literal notranslate"><span class="pre">ParallelFlorisModel.wind_speeds</span></code></a></li>
@@ -675,10 +682,57 @@ <h2> Contents </h2>
 
 <dl class="py method">
 <dt class="sig sig-object py" id="floris.parallel_floris_model.ParallelFlorisModel.set">
-<span class="sig-name descname"><span class="pre">set</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">wind_speeds</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">wind_directions</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">wind_shear</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">wind_veer</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">reference_wind_height</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">turbulence_intensities</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">air_density</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">layout</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">layout_x</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">layout_y</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">turbine_type</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">solver_settings</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/floris/parallel_floris_model.html#ParallelFlorisModel.set"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#floris.parallel_floris_model.ParallelFlorisModel.set" title="Link to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">set</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">wind_speeds</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">wind_directions</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">wind_shear</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">wind_veer</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">reference_wind_height</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">turbulence_intensities</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">air_density</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">layout</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">layout_x</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">layout_y</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">turbine_type</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">turbine_library_path</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">solver_settings</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">heterogeneous_inflow_config</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">wind_data</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">yaw_angles</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">power_setpoints</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">awc_modes</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">awc_amplitudes</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">awc_frequencies</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">disable_turbines</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/floris/parallel_floris_model.html#ParallelFlorisModel.set"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#floris.parallel_floris_model.ParallelFlorisModel.set" title="Link to this definition">#</a></dt>
 <dd><p>Pass to the FlorisModel set function. To allow users
 to directly replace a FlorisModel object with this
-UncertainFlorisModel object, this function is required.</p>
+UncertainFlorisModel object, this function is required</p>
+<dl>
+<dt>Args:</dt><dd><dl class="simple">
+<dt>wind_speeds (NDArrayFloat | list[float] | None, optional): Wind speeds at each findex.</dt><dd><p>Defaults to None.</p>
+</dd>
+<dt>wind_directions (NDArrayFloat | list[float] | None, optional): Wind directions at each</dt><dd><p>findex. Defaults to None.</p>
+</dd>
+</dl>
+<p>wind_shear (float | None, optional): Wind shear exponent. Defaults to None.
+wind_veer (float | None, optional): Wind veer. Defaults to None.
+reference_wind_height (float | None, optional): Reference wind height. Defaults to None.
+turbulence_intensities (NDArrayFloat | list[float] | None, optional): Turbulence</p>
+<blockquote>
+<div><p>intensities at each findex. Defaults to None.</p>
+</div></blockquote>
+<p>air_density (float | None, optional): Air density. Defaults to None.
+layout_x (NDArrayFloat | list[float] | None, optional): X-coordinates of the turbines.</p>
+<blockquote>
+<div><p>Defaults to None.</p>
+</div></blockquote>
+<dl class="simple">
+<dt>layout_y (NDArrayFloat | list[float] | None, optional): Y-coordinates of the turbines.</dt><dd><p>Defaults to None.</p>
+</dd>
+</dl>
+<p>turbine_type (list | None, optional): Turbine type. Defaults to None.
+turbine_library_path (str | Path | None, optional): Path to the turbine library.</p>
+<blockquote>
+<div><p>Defaults to None.</p>
+</div></blockquote>
+<p>solver_settings (dict | None, optional): Solver settings. Defaults to None.
+heterogeneous_inflow_config (None, optional): heterogeneous inflow configuration.</p>
+<blockquote>
+<div><p>Defaults to None.</p>
+</div></blockquote>
+<p>wind_data (type[WindDataBase] | None, optional): Wind data. Defaults to None.
+yaw_angles (NDArrayFloat | list[float] | None, optional): Turbine yaw angles.</p>
+<blockquote>
+<div><p>Defaults to None.</p>
+</div></blockquote>
+<dl class="simple">
+<dt>power_setpoints (NDArrayFloat | list[float] | list[float, None] | None, optional):</dt><dd><p>Turbine power setpoints.</p>
+</dd>
+<dt>disable_turbines (NDArrayBool | list[bool] | None, optional): NDArray with dimensions</dt><dd><p>n_findex x n_turbines. True values indicate the turbine is disabled at that findex
+and the power setpoint at that position is set to 0. Defaults to None.</p>
+</dd>
+</dl>
+</dd>
+</dl>
 </dd></dl>
 
 <dl class="py method">
@@ -688,12 +742,12 @@ <h2> Contents </h2>
 
 <dl class="py method">
 <dt class="sig sig-object py" id="floris.parallel_floris_model.ParallelFlorisModel.get_turbine_powers">
-<span class="sig-name descname"><span class="pre">get_turbine_powers</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">yaw_angles</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/floris/parallel_floris_model.html#ParallelFlorisModel.get_turbine_powers"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#floris.parallel_floris_model.ParallelFlorisModel.get_turbine_powers" title="Link to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">get_turbine_powers</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">yaw_angles</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">no_wake</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/floris/parallel_floris_model.html#ParallelFlorisModel.get_turbine_powers"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#floris.parallel_floris_model.ParallelFlorisModel.get_turbine_powers" title="Link to this definition">#</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
 <dt class="sig sig-object py" id="floris.parallel_floris_model.ParallelFlorisModel.get_farm_power">
-<span class="sig-name descname"><span class="pre">get_farm_power</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">yaw_angles</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">turbine_weights</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/floris/parallel_floris_model.html#ParallelFlorisModel.get_farm_power"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#floris.parallel_floris_model.ParallelFlorisModel.get_farm_power" title="Link to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">get_farm_power</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">yaw_angles</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">turbine_weights</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">no_wake</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/floris/parallel_floris_model.html#ParallelFlorisModel.get_farm_power"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#floris.parallel_floris_model.ParallelFlorisModel.get_farm_power" title="Link to this definition">#</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
@@ -756,6 +810,54 @@ <h2> Contents </h2>
 <span class="sig-name descname"><span class="pre">optimize_yaw_angles</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">minimum_yaw_angle</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">-25.0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">maximum_yaw_angle</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">25.0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">yaw_angles_baseline</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">x0</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">Ny_passes</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">[5,</span> <span class="pre">4]</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">turbine_weights</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">exclude_downstream_turbines</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">verify_convergence</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">print_worker_progress</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/floris/parallel_floris_model.html#ParallelFlorisModel.optimize_yaw_angles"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#floris.parallel_floris_model.ParallelFlorisModel.optimize_yaw_angles" title="Link to this definition">#</a></dt>
 <dd></dd></dl>
 
+<dl class="py method">
+<dt class="sig sig-object py" id="floris.parallel_floris_model.ParallelFlorisModel.get_operation_model">
+<span class="sig-name descname"><span class="pre">get_operation_model</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="../_modules/floris/parallel_floris_model.html#ParallelFlorisModel.get_operation_model"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#floris.parallel_floris_model.ParallelFlorisModel.get_operation_model" title="Link to this definition">#</a></dt>
+<dd><p>Get the operation model of underlying fmodel.</p>
+<dl class="simple">
+<dt>Returns:</dt><dd><p>str: The operation_model.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="floris.parallel_floris_model.ParallelFlorisModel.set_operation_model">
+<span class="sig-name descname"><span class="pre">set_operation_model</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">operation_model</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/floris/parallel_floris_model.html#ParallelFlorisModel.set_operation_model"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#floris.parallel_floris_model.ParallelFlorisModel.set_operation_model" title="Link to this definition">#</a></dt>
+<dd><p>Set the operation model of underlying fmodel.</p>
+<dl class="simple">
+<dt>Args:</dt><dd><p>operation_model (str): The operation model to set.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="floris.parallel_floris_model.ParallelFlorisModel.get_param">
+<span class="sig-name descname"><span class="pre">get_param</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">param</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">param_idx</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/floris/parallel_floris_model.html#ParallelFlorisModel.get_param"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#floris.parallel_floris_model.ParallelFlorisModel.get_param" title="Link to this definition">#</a></dt>
+<dd><p>Get the parameter of underlying fmodel.</p>
+<dl>
+<dt>Args:</dt><dd><p>param (List[str]): A list of keys to traverse the FlorisModel dictionary.
+param_idx (Optional[int], optional): The index to get the value at. Defaults to None.</p>
+<blockquote>
+<div><p>If None, the entire parameter is returned.</p>
+</div></blockquote>
+</dd>
+<dt>Returns:</dt><dd><p>Any: The value of the parameter.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="floris.parallel_floris_model.ParallelFlorisModel.set_param">
+<span class="sig-name descname"><span class="pre">set_param</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">param</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">value</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">param_idx</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/floris/parallel_floris_model.html#ParallelFlorisModel.set_param"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#floris.parallel_floris_model.ParallelFlorisModel.set_param" title="Link to this definition">#</a></dt>
+<dd><p>Set the parameter of underlying fmodel.</p>
+<dl class="simple">
+<dt>Args:</dt><dd><p>param (List[str]): A list of keys to traverse the FlorisModel dictionary.
+value (Any): The value to set.
+param_idx (Optional[int], optional): The index to set the value at. Defaults to None.</p>
+</dd>
+</dl>
+</dd></dl>
+
 <dl class="py property">
 <dt class="sig sig-object py" id="floris.parallel_floris_model.ParallelFlorisModel.layout_x">
 <em class="property"><span class="pre">property</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">layout_x</span></span><a class="headerlink" href="#floris.parallel_floris_model.ParallelFlorisModel.layout_x" title="Link to this definition">#</a></dt>
@@ -867,6 +969,10 @@ <h2> Contents </h2>
 <li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#floris.parallel_floris_model.ParallelFlorisModel.get_farm_power"><code class="docutils literal notranslate"><span class="pre">ParallelFlorisModel.get_farm_power()</span></code></a></li>
 <li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#floris.parallel_floris_model.ParallelFlorisModel.get_farm_AEP"><code class="docutils literal notranslate"><span class="pre">ParallelFlorisModel.get_farm_AEP()</span></code></a></li>
 <li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#floris.parallel_floris_model.ParallelFlorisModel.optimize_yaw_angles"><code class="docutils literal notranslate"><span class="pre">ParallelFlorisModel.optimize_yaw_angles()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#floris.parallel_floris_model.ParallelFlorisModel.get_operation_model"><code class="docutils literal notranslate"><span class="pre">ParallelFlorisModel.get_operation_model()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#floris.parallel_floris_model.ParallelFlorisModel.set_operation_model"><code class="docutils literal notranslate"><span class="pre">ParallelFlorisModel.set_operation_model()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#floris.parallel_floris_model.ParallelFlorisModel.get_param"><code class="docutils literal notranslate"><span class="pre">ParallelFlorisModel.get_param()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#floris.parallel_floris_model.ParallelFlorisModel.set_param"><code class="docutils literal notranslate"><span class="pre">ParallelFlorisModel.set_param()</span></code></a></li>
 <li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#floris.parallel_floris_model.ParallelFlorisModel.layout_x"><code class="docutils literal notranslate"><span class="pre">ParallelFlorisModel.layout_x</span></code></a></li>
 <li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#floris.parallel_floris_model.ParallelFlorisModel.layout_y"><code class="docutils literal notranslate"><span class="pre">ParallelFlorisModel.layout_y</span></code></a></li>
 <li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#floris.parallel_floris_model.ParallelFlorisModel.wind_speeds"><code class="docutils literal notranslate"><span class="pre">ParallelFlorisModel.wind_speeds</span></code></a></li>
diff --git a/_autosummary/floris.turbine_library.html b/_autosummary/floris.turbine_library.html
index 297d9444a..23fe9aef9 100644
--- a/_autosummary/floris.turbine_library.html
+++ b/_autosummary/floris.turbine_library.html
@@ -239,6 +239,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -373,6 +374,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/_autosummary/floris.turbine_library.turbine_previewer.html b/_autosummary/floris.turbine_library.turbine_previewer.html
index ceb703a61..c2b75a9f0 100644
--- a/_autosummary/floris.turbine_library.turbine_previewer.html
+++ b/_autosummary/floris.turbine_library.turbine_previewer.html
@@ -239,6 +239,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -373,6 +374,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/_autosummary/floris.turbine_library.turbine_utilities.html b/_autosummary/floris.turbine_library.turbine_utilities.html
index 33824fe3d..b6305fd42 100644
--- a/_autosummary/floris.turbine_library.turbine_utilities.html
+++ b/_autosummary/floris.turbine_library.turbine_utilities.html
@@ -239,6 +239,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -373,6 +374,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/_autosummary/floris.type_dec.html b/_autosummary/floris.type_dec.html
index f6b8ad9e2..3f8eb8aa9 100644
--- a/_autosummary/floris.type_dec.html
+++ b/_autosummary/floris.type_dec.html
@@ -239,6 +239,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -373,6 +374,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/_autosummary/floris.uncertain_floris_model.html b/_autosummary/floris.uncertain_floris_model.html
index 316a89d08..d944a746c 100644
--- a/_autosummary/floris.uncertain_floris_model.html
+++ b/_autosummary/floris.uncertain_floris_model.html
@@ -239,6 +239,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -373,6 +374,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/_autosummary/floris.utilities.html b/_autosummary/floris.utilities.html
index ace8c0ae6..aff7d605a 100644
--- a/_autosummary/floris.utilities.html
+++ b/_autosummary/floris.utilities.html
@@ -239,6 +239,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -373,6 +374,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/_autosummary/floris.wind_data.html b/_autosummary/floris.wind_data.html
index 838c7aede..4d76480ac 100644
--- a/_autosummary/floris.wind_data.html
+++ b/_autosummary/floris.wind_data.html
@@ -239,6 +239,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -373,6 +374,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/_images/0a5f48b619e75062ae2c88178d8ef1c9922c99e37d54af663e1b8116174be0d6.png b/_images/0a5f48b619e75062ae2c88178d8ef1c9922c99e37d54af663e1b8116174be0d6.png
deleted file mode 100644
index abe6b04a03b3efb0d6473bfaee3a29c8de5daaf1..0000000000000000000000000000000000000000
GIT binary patch
literal 0
HcmV?d00001

literal 125236
zcmce;X*ieb`!D=8OU6=3Wey=z1B#3pDj6!tl%c3hDIs&2%NS8+A+;n)$dq|XQAx;@
zp%5j6655|@t^e^nFZPSQU+s1HtzWC;d*AnUUFZ3k&O1#1s1^$oHxq?IVbRgnFr-kZ
zS|}76PDXnCP8X%`A^uOn^`NoqF=ty>cdJWhDY{m!7ag2k9nM?xxt+aq`Mk5!E=dJR
zSqZ*#uC5m^?~{^p{Qtf|()p5|6#r409{i9s7qw4arcl_d$p5GwDCeA~P*Es48mh-V
zlBZJKJ&vDPYN~QyI`UG8|Li+2{%b<)+I(^BH~bmz8LODHZ|FK<Y3_EVfu5<{U-Vum
z-$o7Jr)~zS28RUR@vqrgxu}!&e&VvP-<dI|;8%e{uY{=D#;$(3mhAPV@A7n?SJh(0
zn9_7ByBeb?CsUAGhHJpC?rrJ%_>Z#>)DGTK%fK(!>c?b}-)W#eF0_MuR{>>%4*6z%
z36=k=Z@F~rR$?MkuvK(o;=ZijiW56_?4YWX{`Ip%kD*+g^M-DQfX?QNFP6TFOEU*d
zSN(m_TYTpZ7k(WV7w6Qwyu2KJ=Z-wP`5C%GIbI6+TQ$<ml4j4ViwoSonZ$Z}AK;~;
zqB1VMv>lh|zg6pW>B95h-UqH<zy8Ey#+q}(hEr#GbB?Ceek`&NnNmpCFRR@$#j5Y5
zEPOPXks|LhO#8ibjHkFFJDcugz6D)WQ(a4}NKA6_D<^R&DXptl6*fwmF;ea*UX_hI
zw4Ijvn(mUk_pggn{pDR*4)b3-pOlm|9hRzmpHu8M)lKE)<@KzjWMuqpW_PjUmUkT;
zF2nU}?A?0)d1O|)&Za3c$SC)qr{_MmZy$pK7}$ni-WLBcJ6o1fte3JcsLR5OCF;PE
zXmWD$qYf*k22DJ6W_b$>3r1$<DdBZFdTI3hw2Om&ekG2LRT0#!Ll^nhg*klCVq;@d
zoNX2qKD$NEDKIzJzGQaNWzc7_rn7Sc<;R%v-_2_`N!BNv_6@r{*2aI}z`zBcV&Pa}
z-CCc;eg=whnd^?)+S(_VJ|CLuDP+h!na?viU?57vu&2b3J}7Lxh=8CV&7tgDJNI9m
z6}ortp0wA3L$bnUdisExGh6DU??_uwQ|9JEj@>^}6UreNefxIM=;#@3p>-Z!ULz55
z1LMViZ`@#dm8Q(==H_<M-MwjWbwTby=Y`&F7dHv(Cel(wB_ww5_`5Wj&#`F}LxJ(D
z8!l(hX6tM#HH*wXoKV};#GsbJo|>Ba{LlAt14Bb=!)e?|O_olqrJWrE{&{tG7sK7V
zcUQj8y?=O&iqg=~p!8wC+Z0#%X%P{TKHOn*Tbpf3zIpk^cBRFw6h3L`=slC%fBb&^
zusV_~&vEqVQLLYqhljj{_e_KDVv<^^!MOG<SyA$bUW?xwdJ64i&c5WNq^RAwb0@UE
zUSqeM+{o9?+|bBK+meGC8kXHptdxp--@gw$RcJdj;5FSq!=~u({NgwL-{mo7nM<SE
zuTqt^P|}Z!$vA%89e4Y-)#sPDvE;P_m0m7W-7-l$g&diD^85D}o=x*z+7T~lextyq
z$+|9><-x;;HT$P40%Aq<umk~n4oez8q2N}H3#{p=sj2l%O>fqPuw_1a#Ei{P@vrn+
zv~Ibz{f@$A;k}L@10y3@r@9LQd}L%kOs>^bot{|cRk%c3XxFZ(uh0JBvH99;!!XC*
zVyoJ~HQIW5S}H1(@0E)dqn|$yDgXV=HsJfm(Jk=XmoLGuULEPX(q)d@ZJf-nV$IMG
zy?&iKS@G)A_LXe?NAwx`^w;n$)c%i5OCs6TLXC2_W1Y{mrz!=qt0^ifHZOeZUBe&v
z?AbGR$%Mo4J53vXmA7vXqVS;tIGi#xTt}sH;Lp^q;v;!R>+c@X+$dpO9q-s*cALU?
z+Gl=)>4$-VqiSkuWko%=A3PAf6&H8Lt@nF>`5MZl)#a<j4zCmU&{A4nzutc3%9X6F
ztU&MC77-1JjqBy)<lf<LGV*I=zGZiJcbB!UXS{b@tY?~6{-QsHFaO1o7=K{&{rkey
z{tg2bJ;PTW9UZr0D+rI>U{@Qxq!4o`yZ>c=gNKFk@6q*!Cr@hq^UpucH31AdcuZDY
z!AdWNhpnmorv@sMR-7ChBwXCxMOau^9D1;08AIy$Z*G#ZZQbiUaD)<#Z;bV+T3P6&
zr98~doh*pre5s=LIxkMu>er7UuDuRi`@1|Q-fc(8C>+QQ3k#cK9R4}c@n&*<%KMC7
zcW-aftIbTb)b&kGNglSV%X95Ne*Qc&)<;nhi22kalJ@Lnf%#$V-M+p)c6N6ECLS+l
zet!O6pA$~=#b{F~n<ULt936M2`YxT1z4}4n@)te<0cr*|9$HFhgEb>9b=Lj+_Z~iM
znR>y>dw@Ae?b^Yc8#7+KNL{&DY9=HkbZ4G>Z<9@w5<Q-#$JMJ=ZOIDfoSmCemAs^F
zUvU-A=jP_R%nTn?TpG{3=;C74nwgm?W7EjIjH~SG&vALST*sz-=g!9+aW#QAgwE<)
za?z9f>l;CF9s2$~GCG=_a$n&5a*3S4#K=gUWUKV>)RcpOSax<c<C--SMpBB3%fXQ?
z>jr)Q?8Nnj`}|q3>U-|;ATKY-SYq!)RQ8INhQ^cLAT@rn-B0`ersLt^Aw_z?V}zyo
z^QB^6U*7}%Z3-H={MdHqs+Hi6A3s{m|L#0_x?!j;gq%II7v7ssoH+5TBW?9efv;YZ
zG|Kw>uCC0=%E~661HV26km8o=F}%jZ!^3i@Ht5&a-24ZYhV&cuiRf(JjqVYOBfIA0
zV>7EU!3ZH?;o;J;RQ0oGw;xTGr;?JAqNSrVFVU4uurE$#w=VKsyp20AyzGo3+|V2&
zIP;^9O>pN<maRtz2acurES!3kvVYT`#p$N}s?{4OEw0jS+3Qe^QXqZdy{M7?!uS5Q
zcaMDd_D9iT+Ua+UpqBO0&k3Key%7Q%Z@Mi1a>4HZ^r<F5-gTV)#q#XoBPshfVAmxz
z492S!Y<CsH<(558P(%fvEM=m&xVW%01!?Q*lIo^g+%LMix{5M9C7fJZT58lAvVH2?
zw*uSO+-4OX9OM}G@*e)v{`&RVk}YdkSsMrcuDUNT^g2KHoEO{8%`)IQxzlY6<#~Cz
z4KAtwfTqX}`;HEo(b3Ur^dA%h${R=8!40e-0p~mJTeZgTY<~H&wrX`=YU_TtM_sno
zObs7No8z`=48Nu=R6CaD7y0t#p;!Vq>d{3DeEzuMbS%Dn|Ize&#oW>3Cr%6{Ilr)K
z-M4Sw6Z<a7+;5p8JifoIe*OAo*>PW&vada$ynMgg_rCK_nQ;z$Ro&e7etC7bZowei
z@b0q>TemW!X)Ji{vTF;>%oJQ*nf6o9?R4vPH#bkwjcn=YSYJ?3&|PR3r6ZJrRybTT
z=v$ZKKF|`sxncHW=>CX^i2jfG7o9(qX{vgL*;>*hS+1%0W1)tllvn-rMK#RKl3Nzg
zDBJ?i=*E~8J8VW%P?E5y;5vW)JdSTY3jZlBZqvH4xtXr2)eWRAv2NQ(+J_ZxfVAUV
zw{AT-_g27djW+7d>Ox5s6=imIRvP_7@kcdHXm~g+FbZ%$RAM6c-gPm!4<L_g$}1Ck
zTuPq130lFPN2?jajv!l@TtL#+t}m~XWYE0Bd6ju^sq*Et8e+GtzkMunP#T$Des@^P
z3S0cs-0wU4-6bvjR<3MS_T75<%d2ZuRmvCa?Ppg1OxHCvHT_ei9Q00vzPB>|l2@VU
z`~_-%Y<#!gg?{%z4oZDZ&9!mYeX)-5@%|bI4_>jiLr1C~930Gg^z2#Ot0cK70E6ML
zUk|M=byeL`4`J;&vnI53JIm|WuW>Dj&la&_w+u2hIWqLM&CJZ2Q9+J~iHUW8o1dQ_
zy=#}s&%wb_-_{nXoo#q4I@<DST=wMeyJ&c**BV0WVm^JcoE^`Mx&^p%=bK;GG!@@z
z+(*>>tDRIR_kvoH(QDQVvlkd2*}838OJC__9U~*7lIeVOE`XKwtRZ!h3<{n<MN0uS
z!V(fTaWK->x3=DtFnJb=zBu2#iK!u8I*|FE77anZqUu~I0|Xu4pnITgNWil-mDsI+
zF|@J&4WWO(XJfj+|LbpYGL1Q+t4miWjq|<jog??Da<`pa!3Cb>a<%$Xu|=C7*gR|S
zbqX15ieK#e_UhZkZ$IOc427!xPuP1ZMo)Q#lez8*Z;UoAircGXh4s@f{z#gbnlhB%
zl-Rayn=wAfhjG5TLr<9nr@gUJGj<mLx+uSuF-Yyfaj{s(g9i_y3rM~AHLT*+DWJUa
zb3JzYr|;ic!!)j^r}L4`jRN+@(*3oVnOFOjm5Lv=YXka~Ub26=&)EVbN=-p!wK5!d
z_wG8*=JlqLq0yFD;og_6tp*krZNBcaqb>Skx6uP;t6e`bqmJ%F*}S=Jznf*ljSUok
zyELDT*aY>TTN8A@qDr>nn`s7`fRrj0KHA$Jy!2#g_xn5YE&`1F{f|qJ<s7|MH>8r=
zIb0jGR=79(N<`O)WooP3p!fQ@FRy9pq>U>*_Yj;U0a*6?_wQfBH>K#a^@?jfaODza
z&o4eH-!q!NxbXKAiyOmI0QM6#4NZC2=tM`3Dr3#c;^3fT(v0(ndKf-LXdTOukevis
zhi~2$yy68`ArB1uy=+nvhlZ`Er-%J!1BJp9#lVw4mey)1t&;hcx!Yy_zFrB9`RR{e
z+EQBM(-g0+d;9h+?ujrO({|&8x}hiW5jFb~_NA~+e#ooCkN(l?Ty>?_!qjyCC!eR=
zy9O>RWf(r>V`r=$>Wi}p+j4!N_wUI4m3a|#w(xM~*pd{2J;lVB02>?c?y|F#<~mX=
z!yJH9M3GibAh<Z3ONRQ?sZ-iVj|OW9Tq`M&L-&nv`jh|QLG|+QIV)gvz^~<R&VB(V
zc`t@W68BvZv$*<sLtK3P@ZZ(xzulKEU#4ZQv-~~#`4?~l$A%4b8T!qMO=9BWGu<{(
zHFb3~fd2*t2ERsQ^~%2KWgA+dU@@*;8=x(8Jts$mU{=nJ8}DUh(K<OfQT)N6BKGLz
znU{aCP77!2M?t{eqot+&)UfIFl$#S^^TjT6_o4c*^`TKwA=*M}0K>qag%&9}WMKhN
z2qvqymKh!%{_$FF&^6aiQHwNXP@C?{R&C)PU~}Qy_HPu3VXUdC0YqT)?A)ZRto&<f
z$!&{HD%N1V@DUYj>w7(pxay0SE>XXko3?L#(FItMogGvu^|+zGKV_wACiVAhtJDnk
zjGAz4O<Nl)_LTb7t5-{=fv+|e+P=PiTr5aKK-JLDuw;(%bJe7%Q>kmd8%Jkt1$OR_
zg#|os)x(Dmr$sjOO<(-xY-(so9c=YuA}7u5k8jtXR&D3DsDi(wd#}#t`_+I);gZo`
z)KyhgOIDKcA?^cLMUqoeutp){<L4^o+V)Sm9lm_)@1oz|kmt|k0TG`+e@<Xezwe*r
zWpA?0W$!ZMryMwN!1(z^{=}rD^0Z$`RF`6BYZ!RhDMG;YJCm@$SAoKHR8^^{R3y#I
z>YZ*zL~I99vHN>eM`vPTB`Zs4`19w3-abApr~fXUoJC)WeRwQq9c2`)-*)nft84U=
zC(;7z!kXvWmGz39`VV0(v|U|YOZL7l@LF`D_D@#!8<<*{oxMcu-{(H)<It11$G*8p
zc@sqz_-**h7flPVZ+o5sH{6PeQ3aZxnVI2#@#4kkeAj6aP(waEYC%dfj>2o-(>Wb6
zfF&H1Gq}&u%EbXepe{Zf{q0zE5wL<YO_AGZDZq7J&FI@L_+QW5g~xh_<0Y*Ayue31
zg}^}V4|+S8m5N5WhK)@GFmx2#O=!Auk!LgdF$jZMrDsvooE9U<_kmF?kudqQo~LKm
zhDAk*P@1pNFqEZaLh%@$n9%u<XR1Z+8tO%;h5$c0pF?G9g4BAnEeIja!7N*v%dSj@
zhJ-NuNwSCnWGBt?xY!2%K=vXNT@3+_o)Tx?-)MuOH*c<$;bI04<KD7mO`Y_pl;7{Q
ze|!#C<>&o*+%*|yEFlaan3a){(NxyxWjop&BeZW{qC?NqAX0ZpKgBw{d;7NLgA$q|
zn&Fw{Uo)e5B?AHg(|f}rBZaB2`C}u+=XLekcbY8r0hMY4Mz!Qj797;nyw%-p{Pb+=
z#-~<w^dMsclQt9IruEItK#Kay-Q6ceC{Jx)Cmu-SwfU<R!F>>mOqN6!)by~>x;1z(
zay?D>AWd3os+q+_5&I91_{rjlpL{ITk)vlfd8eGGEB~|}S1>=@fnR)A|E?^y*ymSj
znwgsumUjNa1%W_Ui^Xf#u8|)8=yX-8_s_RlqeWd7f>2?$;~%9}P4(MJMnb!G?OH>5
z>eRnajgj9ZFTT5{Cq~I@0eaZXj~{%!CC(y&?C;*aQ+sYEc?w_-4^Uu@zxP6qox@#|
zJYm_p;W!xnJA2Enh*PN$1*`Z`Wo1fWV4(3qp*8$KH3ZKT_?dc!UXtH>>+aq2hO56u
zqSou_>BTba;15Kjhz6Qjuv!3}W2c+}KJH&|_D=8W?7UL$vU7f7xZx%(<?3*l$dRur
zBfNk4D9wPH-Ligue$@UzXvsTs^YXT<WkfFn$;x>hEqgbA?Fb`3cSJBM^L5aG&aABz
ztX)=my8q5{*9q|LV#nUb_}6L5Y1m$dCMGZA&z?QYA(_xC9@F>2XFrt+u8$3m0&0^m
zMf?2u9W5_k3Q)QSC#tW}&{BS*O7~2gF8MIrn<g}xN@Z$lsu{vj3xV{v;^RN$rOu?z
zEG!7`+_}@?_sP>f2Px60G$HKou6_#)4!(sp^0bSCKc(uFr6u2885?@j5C86-<WjvZ
zo3%_#vZcjKmn14zwk-+Vs#H>LTxH`ukPN-3cmP_6IwczG&#t!bbT|zSO&AWGxPy6A
zXLC`PjgHQmp-ZKsC@Bdo?vKq%)jSk=OjA(+DA51{WxWOckNTc{`2gl;1I1>_Yy@2W
z&A>og+l=cTmy`oO+@6&KXO1?nTUc1|7>&{DuA-x+8Xg%jIDWi7e&s*nT@N*>DPBit
zo#OA&SR;kKHp-qOpA+Na0-Kw)7o61?U#u*c5)v244iZ_IhC97iTDo~+VuIq2jlA*k
z<HwIW^iM90tgfK4(NK)?OwJmvE>`{BM!ERolWOcNe$0`?-C--euV1qa4Gjs8eO%XA
zYC<`8;ey)b%ex?!)$^F1yswuQiMF;djhZdLZ{O2DZztz}p|Z*Nt$P3Z{kvd3n2k3Q
zA8k=0rQ&Y)6b-z#w|5J;aA;_#KPrNklEvh+j`cKe7m3>VXW?7j1B1*TkamW%6D-us
z%(iMq@kC%vo#r=5S^UeDrU8f9pukN{`+@F{j*X3Egz%`TtJ8R`6qS_Ne0+9Z-gjA^
znO;5Z@d^9>%Q!Jjc*?p5%uhW%6V_7H*=tkKIDK)akAku$)GelKD%Gow6;<I~hcz|n
zZ``~&Gga9B^uDj4QvVz@%Wcf`G&~-ksA7Ga&&XoGJk4E`Ww?X#sq3`gK`kw<sz|Q~
zE*)*JWSIlNuoeWAz-asW`#ILFqfS32GzgwU@$nM<{p*)&xiNa1ZiOydB>wbWo`r|U
zFP3e`PC^7Y@+ClmgNy6jEJ)urP9{2{#hRD9-Cc=%yE*g86Lvg%qoj1Hojd75>a6@|
z1kv@N4T<jDxo5}plC%tDitzjQ?@xZ8#ECGj@>P<ws5mDpb@sbv)qwBUuU{ecad2~g
zB%dh%=f`vyhoEM4OG}FeW5k>{pbm<tJgyp2STI=}00W0A`pjtxVSJz(j5s&)UJDWj
zR(>9v>Mda-YC&i2N!{d{$Nih?q#=!{Vyi>f*pYthqQu+2KIS~5-bqq_&Ah$6qaycr
z4d_)WZ7eczygis9?o*l&Vdhl{d69<VRSBd-Jzin)M-9pdBfo7F8|9ZbB$Bz33!P%9
z`*dl3s|wg=fmi3g48>^iSke8o9l5_jC;iw@-=zr=v(ig+B6_L2Ptn|k5{iz<di(aj
zShJ#{f}NAowSRA^+2fu|YN4G=K1yJ1Z=g!)I=p&2pSOuJ`RHe}V3cu10YoC_iddyL
zy$0v}+UI%wmapN%tN`3SP{4;KCe|ECi$Z&_8GPYm)T?*;(?xkMWnaakDf=2E879i;
zWo2YI(!6KaKzC?MQ;zyQH@5gs|Fsu9pdUngdUZ#J24;ZQ!c+~EjhMK&_mg|WyFP*V
za%|aRUmRIksl?6AO=13C<he8cd(Pyx!>6}~O7!#M>`%S;bII4?N+lOFJ$whqNexp6
zAcOS$t(yN}>VeiV12X!F$N`Y-3((Vu299<v_dcrT)BR04=^gb~W=C}t0Vb!40iS?7
zA+J46HTzIIILJ$U1^)Wc>rhdO4*h|yOy}==_dFiZr%#_Kl@?JT1&hXV^734E?Wu4G
z&JNP%XG__hM3u+&;K<oPEp)i5tILAzy1cUD)o-Nd{pVW=dzc0}`}~|tJ+pXfi@8c5
z{s3-n@88^hv3!5M$kBSKs^#l=%p65UMZ!Fp0Jt6#*$F>TfYcuzUwHYCOtg<&(;XR`
zCwA>T$4{P2iaT8{rN+p_#MI4D{8n*le7t*PPj`ZS=ZD4Q?f=!~@XY-|YF386dD+=g
zV>u;UQDacUeJ<?6#Rsy}($fn-NGhAxirg9oJTMGG-w1RkZB<J<)mOTHvMYbueURa1
zlH1XB;}u~C1vn1;UA}zW$S5%!gqfezo^QP+5a9YRux+P22PQQ*apLUL(e%vBx_dfV
zL^EOrmr+OWfao)Hz%Q-!vvtjNx?j+vT)>)~dMCer?fxqTtP0@t=v0|_qnuut26g%$
z7Dv{Ro6P`Mx-Ux{dZ;OPcG(@xj~w!Z)+x<wGyBEd(D3@opT))UN)%7)zpE>v;^H=~
zg@uJPsErF{+eY>jpYITcd=VR?<?XGA?oyuIY|=Fnu~3<rNrPs&xBMIACaO36S-*Si
z((b-W@SA%r_u%p4Ml?q%*B9yZ3=AV+6dI<crX_9>U6!XGpD+ahdz(OT(Wmio#*-&c
zqM`R?ErT1%{VpdDH=IX_8wjSm?23JfS6R;6FF>ekB@=F<bmy5WsWIAbICuX1wWB$^
zdJe#70MpLh*|qtc)7O|R6~5~30-Kp8UOyF4P60{DwliMV)&fMUqkQlZrK$!p`vF<V
zYG$}W`|#laP$^L5R;EMFzp-M`v9UBMM?;`4k>?%4#v6=I>$^PD<jX+U{oF+mq$D~z
z+W%~8Jin~$I>=#g5Sp;s-9OGl`fdcz4nC1<Gz5j^&hGQ;KKAyyj5c#9uKesECJz6`
zn;e@rhhbl?v$C>+a!hQaS8eC(>+3C{7IhcdZ^9;rFmUmEp8|2D=EmB!E?v4*6**=C
zAunL3X|d&pN2ff-GeU?3g6$$GB$Q>Eb#GwyqkaC+n+$dGp+xhB66Mfa%mN-(>9p&>
z0UqjW6s%KY+>T>MzIbk5x5nDq`r^{h^YRJ`^H+~H8~LE6g1HGaMr;Xz7+2HPwTUT+
znvg$Irci2Z-ajx99t38t0e>uToiKd={=Fr3BWiLDo+rgMF;#hKT#)!Z_)H??Ra90Q
zoH`X27srWKJ)D!~Oa120zoq*0L~Fs%&+Z<;bx&MIG!<v+*K_T%Wsc-kjzl$e`ZN9Q
z_eARq3>+HN|AVj?NaqA*gsRH7Ygfnc%@Y?dN`J^d9fj7A3G$0)6cP|XL)s~J&j_$&
zz4Gb|8(BVZhbH`96u>+l2wcmA4a-TlsOGbas34*M;^8rrIFi;&rLuMF)=;vWY|pRJ
zK7RaoiCetHDK*p^-Is?BA8x6*I!71@aLj1F--@_`>$rYZ-&^3Mn3gkV8pAh_LMWAS
z$(OS}A6C7qUD3vkch8<Z|H^h?UxDpo#NfHFo1}?;d)6>NGc%y#=exr~Fy!*U;ud3S
zYt@R|P%EJPZ3SW#mi+o<DXa4WLG_KrW0RAIjq)vCKjz&%JUy+4jnI)dsH3AJv|~rh
zaOtjD?DW_-Z}bH?nRGNXXnQKX+|$}(uxkkh(dmJu+{R-EuHRF7Ij3i@mo=I&Q1wj1
zrgBG9*v3>Uw(Y6?j=h%i=DD4>*p!!}!RXR{{rR&V+zM=D^PUTwJr!3ATP{(LD9xq)
zT@HC<QJDzIo3Jumi_O!i8g0Ot(!~L<mM2zqq57gi(9}n-G4SwdMe*!;NEj0LVsiG`
zlZ`fo&s;M~n%?yeX5bMh0&RmNtb-^$TTR0j{qdtoVQZe}WnYQ;!FQKpQNg1(@3Ljb
zA6whmY2C}r)Q#V8s?3c*O<9*=4f2}+YudQyt6%QgX*)SdLg~DBPhb}63DHBrqX`ex
zfwzT{EaPS2OwXl8|3(n%WZyG1C;<h9%@9e8S`3*FwLgMx^62iZOP4PmYuEWt(LDUW
zOPg)~^G8(sZb75}KZgS7?`rY-KsmG=X^as5jPo>o(n1ensS^3o>XaDmK;5Lh^I{3Y
zL28@j|NT9Gv_o~_SSy&I0sR}8g5J?VSAEIu-}-qN=7SsvOz@2xH)_7K2C4m)LLwoK
zzgB6nF93w|5f1K?a;USbYY|X5%UFP#O=<`fw10mRHTgl&*1#LYC&h+R>NbajOY!K+
z$6unq6|qH5VDH|IK!D`iKNp8YlAqrAKX%OsMDA@<kM%`Ml>YtHX5xqj)JS*tr|Ua;
zo%=`Pe<BfD|IbxmVe|X?4itV`xR7W$nkP<d_$N2FM-S#7kdo`ZZTNa-vJ?M?XcH3?
za}AtSRqQqt)NAcy0r+>*h$<g@b$|ahg7ceNTi4?Mi4w*Yym_kbzP^(Jxw&j!AcT>3
z*@quIcp%N8lF9e-^QCh|CMa!g>vu!uLvb)#4!1rh&GiEsa1Ce&ycE8`Cu;w6Or#q=
zM78eK^)NLtsUDl-k8L@!V6zO<hEG_S9v>Fq^HDS|i51Iph>cxM|HO%)XU}%W>H+b9
zX$*~xb?MTU`(mdrJyXszx(T4VnaEeaynXXubPNnQ3B2#RaqiTq&9ifJSi5V$U$Ie8
zT(?~_6jdS#mETf<>_8cA>+5mAG&D5sgdRpwMY(%45V9J2#`&D1V?)EuO}dfdA|edm
zzklx!?11;mBoZ`x8avX-l##!=xfyVufi#S)oSe)TFL<D7$#FzLwSi5`rk&=n{nnRr
z_VzYGyOfl+!RkToAUHQy9J+?IQ=dHX(78}WHt4=|#MXT27<4FG?a(16bXBdb@)s%S
zG!Xr2p=X~`oyrY+pU9l0od_JXEkV*;&BTP;_wS1PGC~qi6l>8}W!%4;35kfPLpb)R
z5{;|5E=iTqH~YS`a|lnqfuIDS3B~#M$39&u{RO?j;PmMz&|q$Hqep0Q!|6<;`qdB}
z0S8H%;KlDRTR>SyMxvDIL+Wad=_%3SuM@$KL=r%0mfkPG$LC;YC#N+qkT!Y0dz*DX
z<bPJ;+Qr7M$I7s8*>V#Zgv9s!fuG>91_4q)M<sL>vX$>PxghH`C>VX0*wp|p0th5k
zUi~H5ma25~ZKjsZK*d$!JE6ciUO4dnLXm!Mr~bp^Q)3^i<~@}d`S}8?Ev28NKGFp4
z;tHk;sY7}QR)U%2CV`mH6~>@iC%@iHKXn*upzY7#Hb}2kL(GQs^3uy=*7)(@zfU|Y
zs$h;1FK)m4cMZTex9Nch7|bmA?X^(WKIE<9yFpySVMqM<?TrFy4b7Cuywa$)l<E*(
z-%wCRE0nSyGc*6jGb$<+w<>zDt7W{g9kY7E&Pe;|;`nphbR?Qe&yr08$&g&py{Avt
zLAPo`6P31W+X_Sdl%sMW`?KO=6rS|#>;{eHaO&ovixNzCU4DlcEQhNxy0)!PRrcdS
zQinRB^(@_c(R*KLyMC3_SdI&4L57WtjKprZ9uN?4;xsD)3Ku_BQ!OJKC4Xs@5mZpx
zc|dV_LeEdl!QqikKNgM1)~3Y{sxB@vKRuP8un&QIJUsp}cjd&%lj;&1>sngYQ1lH9
zsKB#vrl~2Q;-GQT4&6^o-w9L?U1aCtV!Wmz-ECf)2V1N3AvSr9-|8H%_phN4?Dj^2
zGQ6fMH{muzGz3bA7Fg(MK(~=4!xwp|U%uE<{NYxD(F?89k&_vn`@OO*Yqd>homzV5
zh4L^vEiDEVsJHLlQB$H1W#fz7AlY8uzU9g8JCF1M_R0*Z@DM7m=9x49vS>)4s-m1~
zNJPLFu7R3?pEdOPbI?Ekh>g#CqKThg>;?ukFfm~QpTc2P&wR@#CB+8)9<GW*Ke{C<
zSMCc=7CPK99wh1$Dvs8+hxF{+E+LmXVAo(*5VP4E=otIRlDE0h;Gmy07xNTjL22pT
zZ9AwfgBoCS3THmu5@f}NXa&9s$I^4V!N)S6J>yJ}I!#Y;%Q~;9$-oeDU~NuH$~KVF
z5JI$ZHw{pde?UXG?EL4%9XV$nEDuBtm^max0Q`Z=!#*)_rF}Qy`rP}sZ20sH(8a|o
zSI(AfUhKVc2C+9)#?tL6H$f;-I_Xl5%84E|FA+zRl4B9O%|uk5^63{h5k^s5{!xc|
zpo~<(gDn@1NhW08zaM->LxxEclq$<`B6@xODwg`lk=W|LuNoUSU4QyimJolHF`82_
zD(dPo+pmv|kB8=@dNS!L&2u8)R&Zs~h*G^)s=~iyz;i9~2|W98F41N1d_YfB5ugiH
z%h3IhGr-JsnjZJIp@oVhLYj}E%EQIx<@NqSg{Tloppna4Npu$o#EGE0RJs*k@P;qC
zxdk5)uKO`m=e$OBY9~y{+KI`@wV(WIPaQiJK(4UNb&cUeP6##l!nyF-r<|!3)d<`X
z*slC{E3sq_A6^R&otTY9CjBFIsa9M@>EHkm&e17x5~_XmayssY3l*8<op?2+9@G1|
zZ0iLQOgPn+vOgrxv}73Sbi+3HzH21cb!V@mNgD4)`T#0IGo>%=<^~uPl$K_P_+OGG
za>j2$EE&Q&su)sS*UTifptwND7QX}VTq)a%NDtgNQoa!GyLkDs`mtl{vGGBT-V&vJ
z6Hn&E2|jlJ_A%laZ8!*lU}3=xpRo9sR$sIW4NZ2Glok+g7os^VblWt)dZnSQt)2Gq
z&AHuEb(O`%8x?uj@GxX#WUx=@5?YH4rk!^Ns_~;3e;ONOsI+K*;c({68I_!l8W>W0
zS{FvIltKoon0+ZuSQ@057D>A&g@x*Xl#sr0WMQ6BTs@zD?CHUAtF@F)hqwv6@ndd|
z=FN^TXqrGC!La32_*8&DaJQ2yhcb+5#BRm$t6N#|6WecUu!^@`agLdg{zCh42~|c_
zNO0g52Il50C_DdYerjU34KH`H)PBB%UQUH@qlT7NCO!<CAt)&5xyOva8QINXB|~4n
zeE4RjjOzU8*l~OUfI5PVmd?&>yu7?;&Yne<i3cl$M~s~a`7TH^(<-3@5=Cu8Ly+S!
z;n;$CAR^QjBG);(mR}w_s<_y98G5Vrn0oKWkDnm)!RqAOv*&hRQexr_<Qh3SIn(p<
zSn?}onGlBxh>zchOGZ}8vbWgL^_k}uRV>Xo!bk8Mc+lcxcs$4XN56b|dihMH>civr
zkky0Oj&#?L`S}Lq6&WN3zJ6n@lb({j6&lL;tf(jhwE}`My7ts~;pA+%7SB~$L>iI*
z-0ea?JmY~FUa(1?=9MdZWOwbt{Rg8OO}3r#^zy3f?JaM5AuJ-2iR(k~tNOXi2!-Oe
zJi~y8g)Y1H_MwIak?q^*AO&A^b=6Q)qbBz9-rc7mClVBbkj-H8!_2-j|E6)ELUvbN
z-9`LuBC4U(!x5h9bdShvL=^$?t%gVqmK)u2X17=iA0B!X0(#862gs2{gsb`W>mXQE
zu)J}VZvA_)^RRzD0h=M*LkbEG3jVI#86K=}2(W_Tv16x5aG?S9Fai$E5Q3d|WY030
zrY0wcLntLuI<L=9j{Qr_%*+}@5BQ^6s_<`a7-yK|U;I`kPjksw(?)Jps69~eIOJ%K
z`oV*AAPVV5xqvSI5GV$o@<hmO*~-d*J%J3S8u|@3Urc;Fa*T{<4nKw6V2f#LYcry6
zp%q>$E8FMc=~?^wb>5(q3PfCO9i19fI!gNGdg52B=XVL>ks|wg&G2D8Bu8Res|v@e
z=5!4GnXYPrVW6cuUm}A-OcQL8-vlf`a#c_qtfmJl@9eQR%I8smb}1?;sR^eAcnR%%
zXk<iv+r?n%bz!uCm|DihT<F63uy;WM9~}S3qJbZ>J4vjXn3#}jgiJ%?d2ls+Hs)cE
z5()Cnge!sos1YiNSOWPY54DCO?}L29g*~@oW6|D1Hl6n7U{m_Zp6dB^2l9nBU*A78
zuJDjSAzt!1Dk{gjTVmT;6$G87NdO5{m4;*p?j5}8xkrrr=#~~$JY9S@q~G`XA)~Kr
zEpuKz-F_&09nL78Ep<rUH5ER8ZK1E7S5z2PZEOUAIBIaDCntMz#t+fa(J`{HG=T2E
zL3Eag$w;<7_~##D$V2`ixvUY0lv+5}e=386>4}m7ZM1=;o)9V_*(5|crn(fKa~v1D
z-J@WB!!aXPjxz~P-F4_vR?q~E;nrcF{6Nm`^kU6}x96ho-VH-rP{X2u^}-cKWvo0)
zH*3^%r$s{`rW)ZTmMN(BR?=LL|MY`>TGfYg;Cl|j%RY4IP<q#-SJ5<Li-fgc)sbM;
zK6Hqhf`?DEA_U9{puc}K<-%+w{_+rv?Is|SFr*ssEkn@$rUuuf_r>X77H_a60Xm}o
zpkYM9(lV2a-t$Ib%=q~6Kv?a>cOR|~bM5cl$(Ya@1hA0QlZ8(3`qsOS!|ZslI9Zd9
ziMSnqe}9VzvDnzyn8d`FkwOtiQWZB7EK7P;)$(Vlja5?YjO<&t9;q~S-UTM}=qUQ&
z>P(d1r<+nQssTY}kgKq8|7mA79iNo6w!k<XH)nBG!_dhINSo;2%)%Fn5?NT^bnFr2
zWa8MkF&IYzRglD<yHYaYi!?&&p~*99jTE9nsCNzIrV!NG%9Ctc<^2)$p+*=>1ACZ}
z{}+sJB0SqHe((RVpDK=@ZBGfS6_3wP0|@RQ-idM3Xb;SFq`*SNKkYpe)Upt?cGGn$
zE{p-(iDN*F<Mv65g7ayx1jBKf?>%_H2w>F+J!XuD*X>`1Hw@KNR7_0G)pfV9Ug{CL
z*}VbnV|4=qJk|wV7mB#^^77Cil|1XXGruFCrkZWYziU_Q>yOrvI5?uW4}sj=ksm~o
zA)~11wz(KJ1u!OBTj<xH!M~A^7s9v5v64u|0mys=TT@dwH*Fe0J_xOEZ;u|jIHnRP
z6v8HP;jet3nK)LpZ#w%aU9g2e65&RuU;pOu+uGWMd+~H-5Tqp>1K|UQs~0YaArygy
zyg~F5igEiJ`!Tae2eDwOUf&gn7nCID{Nk}ZHOcfoefpG?H69*Tgip#EXZAMU`F^u~
z4A55P;qj+}t*Oa(Joo>@%*ZG$UiKyaKBA~rU60KxzZRNFh9o7KM)l}whI75mQ?7g+
zthU)~eEs>*T|P^$Xl6kBHB)XQiZ^4hZ;{%<Ci0uu=yX_=lZa+U(<6BB(h!@m2R^|G
z@%Z{M$CI<UxOi{!zAH@VJO0Q3;WmT){V8J6h|Skx+YCY7hOdL56<XZ<cveT3L3WY!
zf`MehqH)x}8bp%!1DcPoseHs(TmUx6>9;{gh0ZWutc0_QSn8t|(!7YHfxfA$A&dVQ
zX^JZOXVSyoUYyjhzRT@OzcB0&hN4+W_0MZy3ltBu6)W^62ugyxcgMXj7!+_Ae6bCI
zc~~dFOVt4O5+Cw%bJdR?WtEkcjfOS?5beY&gMa`DxH7F>OSm(bOI$+2;<@X4BE`<i
zZiYXiZ({P%o~?V;k~!k!v12q5nl^<i`t)pKx8$gRA=s>KY*6VFoqC0j+@ZkoWU|Kc
zLeys8v?*k1$rIa#hC(=fZt(kk?%%g+!Y=9SGb4dy#Oz$71Z&6>MVbhaIW9S;t>DF8
zueeo9OMf9XQ~;a?p^F|sAv7$k2946d)YQJ%7Y_oVNm5Y&CO|+CTD-EJ8?Y*TtHL_q
zN^E3w{;949@8WqLVhiHGQE{IdkIjB=g@SLV4410tl%ME_pc|vQWUmra=!~6RQXCQ)
zV2|+|S_b|8ZbP@DifU4aQjUiUe>@NXJU49g@5<ocg4FAfI}ch~rZ<$CYhl47NiYmS
z@e@lfyVMx3X=Wm_v^Fs@@lAJkC>{d@3suR4Lbi7DYb2x!3OICibwL_R9}BixlJtm#
zX)*KR1j&QodZdRTD5!VfcfG?3_&M;fx<HJI#Kyw8psqx1g{`dishnXNxJBB8)`NH$
z?=M`**Srm23NUg|T|MALRH--|y9fFCA%+ikmn$I*kK;WhvU~S?Tb~T$O&7+>bVz{Q
zwk<gfx_V)oye4|(3=9#0UAxw!v!Qv=znLgXxOIy<poW5LLAluSH2{qr)ie|_6biJ2
zomloxn-u_d0<Rw)x9)rHQc@v*p~wUoCY3xRb>xt}%i=dP)5CiD;h_lEMw*!>*b3pg
z?vO_Y5^MN@R?)wK5*<E@jwGs${4Gc5;1*THhfMUa`1oLQZD#>uh@60p?bR7vV@cu9
zN}8xFD%t?o9_e6+0yO*YfnTFlqu^nsHzxSvW9}ZIM~w&LMXf{T)zs&}o0=LbP$yWq
zwjJebXsP$*U5r)pD@qFe|D{mj&p<xJ=!OOqf*9sgws0ibZBS1j?%DRNz5}%n;qhcd
zPlt2uP;$UEi2XWHA|QB8dpjGnlJd_y>?U~|A#&jhgbuPXMhO_AnkI!!Bqb&L17F_?
z-CXxh_pWS17At?CxrbjKV@YxGy~mFuS4_cBAXTB$Ko4*@ByPIK&c{dTr>9TJo%;Zh
z03s77wrtq20m_T8DiwGNe1Cp+MpQ>)y`Y=!4cdqYV)#%4TcY0DCCXkr+i(X-Nnnr#
zj{&9el+yQnlr7ZMbIs39!%Zh!uH4*(8b{cu$6~*`?#uP-*TZBjaO~YnJPU`bkd8<u
znoKxUd|tebPa!!?kaF?>qBt&=Me?j)x6UbSK9W14QG<B{6CL8}d>e0`;-8(L4}zjW
z81YiIG_$>%>&1)X1&>YgZ2$BC3E{Efnvg*%xOaZpUGx>v@yM|N6B3^LXue(oM-hqu
zLD1-BWUtpr3uhk6GeYlnFjz+XOF%$CABPgv8@to^#2c_8C|kiebWXjl`^@D!q!U`R
zdHUt3jte=<lAJdYHH6PXP{KmlV2}aMHTqoS>zFQHGIzni>&+gew7`Wai!(D+@2~tE
zpPckM2BWs-+2>0N7cN|Q^YJ57m_{wrP1r42h7VuU&S-Kl1^xK(Lwa-1!_EsvqvcFF
z*p7gTpWyG?*^T+$<u^As2No<3Q-{ENM)p+H;O*AW(XF2m>@0UG+XXO=s4F52h64!(
z+fi%IokLF-i%v<2fM0%q?obsE0Q@-zhbbecHUkj>f$PHbRcq2usfgP02NEhqqPc_;
zK+-jRl-n^u$~vZf!nyZ+y}woItLwh^A3i*-)n>F>zgkvW%F-Qb&sXS=kP*r4G`*5$
z_Iib?;p5q&qphuirH0`^pME*=EjBaYjooE=i=+lMNGD}w+#vat>()kS2H+3iL)PEh
zQztL=YGelUH=dj;C~Jt}6D1r!Pu;g);5D_Zd|z_@5@*sqquiNSyW0O9+VK2&E^19o
zMA(I^iah8M!BgWew_@UMTMMp-2y>W9AZXRi?ZszZE97BO%SiyV#!>~a8Y@7C?jV;x
zFDpZsv>;MSiF62wQ%`B3&Z?5@cj~`^dL&_9#z`R)kr2Q?0aH-DId8q^{zKXC>wlfT
z&km6R&<?^MTmjY0x9P>j@#af!JDfW@sSZhObkBvc&IGJMK166;24XU}LQU^`cY<yR
zH3Wi#5V;soF(T9^3;-PpF)QQ;XjpO$G@5xvnfLBdfByU#rTrT0C{R+s510PZ7p9w8
zLujza@ncEQ7<(Fmi7IAj5aFUm>q4%UL}aEOEI}XBfLLJRGk*dEyS}k;7*_A2mXb%0
zUe!+)K7Py^$W9t2TVECBP-ped`UGtah>}5RX}kbhr$SPp)6z09xNoT;vw-=P3yC_X
zFxC@wR0sCgo_{mRadCXRcXKA~b*zPvc|LX|qkAL#h<Nm6LV?M^B!Jobk#R!O0ohfL
zALj(84Sx3U2K#lg((&>4up`h|k)ODJM0m@(NO5%zkT!XFc|IW_TJ8vXaAWX)48V}=
zG8ByR&kJbz3h`2>or){pzd!x~bEbG?6#t(;T}4lDdoQFi1c!WFEopA+vYeUa#&)Q~
z9#k2d4M&FuDCXP0e+x|X{#SQF#fk3w$6fFKIO3~TZ|@xhLZ=}VpCCu#p+gSGL$^wz
z$?RsveNj>(=|~5GpEEP<_qX@nI9k#fTibgT72eHW`H-}*bu-{Cqj1B&1s8wmsAN6G
z1{WO?0#qM$)Kjo$m!VoZNaYAwR}T*U4Ia}A31O1n=lSDHkNj3v@PAT;@dyKhg6>ub
z&3aT!?&IHlbu7hQ+Wv#YUc1l8vR=e2W(AznZkV&WOL_&{K$nTU1&NGkf<%(qNN1S&
z_7i|MOaYLt>nSPyl*MQ6P(=v|z{Z+dlD~VzcK(V>i6AR0E0F<E;aM?6ie5)XkwDN8
ze3qME8!E#pj#yXFyK$GKv@|vdtWa0UNDP9%mRk3^F2Ue=WK#4p%K^S_ca>jN9@{l*
zng`kgU&xjw9u4Lr^_F1*KQqopza@bkR5!$?cBgZgdmhFXg$ecc%^QldvonTB3!3(%
z#I4qSzH};wH%P4}n8y`_Qd_$@x>%a>gzL|3D=v`3YfvLa(J)ASTR>59YiDPt$G4&`
z>GSV|5FPHEIt&R>Zj14d=Up{X_4Q)6N@Nhks>d!3LoRL`5k7W)h;99hBnL^x;LZ<>
ze&I#aK}RF>8a^<RB#C9sY<y^=@PpN{b-`#!!UEASL0Q>L%`dVDJjv}e@$Q-X`I9!J
zPSwJKhhz>V4G{I!gj|IEIs;>82v$39v(qtp47-%<z^Fhqu;>$~{xTlAr&tRN1B6CI
z1Vu%)Qx<+K0q^r;k0J*E39BACqX&X*eAeOT)^l<aqMI!5LM?mOL0d9$Q<w%2L5Q(L
z@pFe3r2YfhfnNCm*|+W4r=Y+uA;AoEVOu2<+p@I5_?qnQ%}WRVaOPfKm^wuUfQcka
zxDbL##TJlSLHo(XcowZ;w&4&qIAj~DwDzWF=R4RpY&b}FDHJmg_*D?1->^RU!6jg`
zeciajPI_qWH|BxuM*0)gb2?OkElYPqOcWC}$k><>0gS@IEy$xq@+e&}bi=ky5>m|R
z=Gk|v;x&oDkO$$r;`zw9fEoiK@>jlcu3NwURL7l}Z>0|&G-r7~d3&L#xxHP>z<>k#
z{==NF>{=2V1>rZtiXa9G)R69Kx~^L(%F>fU<=;b^Mu2=GHz;Ey;^=mSHz3iegNOB(
zT_ICla4LW(NE8h~k|YOJ?9yqm>A>KqC_l((8S)VxlX)e?Z^Cf%rso%jsFA(c!`Gx;
zAc^iT_}HTI#{TcmX+YBjj2;<NQ5-DxXX+oyHU#J=bH&ijpIk6&UA@;eX<%j+jtYvX
zGRD0UX{+utJHkC>=jCnJl)C^Z2T?*_6tm~zLhCp-N=@@{_8Dml3G8*;0_cU*9Uh<x
zBgXr#Tjbl(8KQrn9S|WHX}nLPqk({vBUr~rmkm#yx~sz%fovzKTF3~=Vl4Y0a-bxU
z<r*=n%M{V?nM4dkj1fqjez6rw?4goxc-qaatpSil@B_)p3u&GQkw6il)Ja3Qtk_}g
zFu+K&x%^7H4E=gIcUHTsfub-=2#wgcddZ6UaMuPjK#(pVa(LQ%i+YO4pQ5b*dC`EN
z*_5!dx(Z$0qK|S0&^;0+l3Lv=Rpn586lx)c44`gt@bW5;Q$OsQj7dtmiMoT5$1fx_
zdY{ottMmXA4Rmfu5Ev?e;vbNoKb`(!87qgl9!?&z4JNK%W`6z*L|2F8jx&68tj3vU
z{Mgt=t%t{l(XMMqJ;e4ZWD`(hBq#gr+iOsxz%q<ozieg%!21EsF%!~1<WfyYE*qLv
zZDIW|GBQGj!xS|&R3W>9@5IB@i50Ht>Di24b?1OjS<e#54M2QD%oq<4KiH~OeVilZ
zC_}d48h|m7o!f^xcm5UpQRPnqQb$Ji_g5V%ElSr*HRV!cM3$AFCn_Xmzq^U|F+>~>
z!tw#{^@k#ir5grer;&{FtmHv$AkkN(qGYblj`GWhc$UwBU0K8SGA^`bftSRwetiJR
zO&1q`a9BY@B-<J~8&NKyjkq*zbH5{T6F`wn0mI+N9AAb}E@qg>B^xC>=$sVUR$$DG
zcQBmW&3$v=IddI)5-$bfsqCkfY-S19qq7^o;H3oBKy()|L4MQz8H%-mzW$rnIwH!-
zyx2!HU;6*i7mZF$WyK5|+{VG;VR_CmArxn6w<%-NrYQSH7MGTmtT9vO@VGe@JPpXK
z@v(V1J1!owhudnehdD4N4iN?>8DR3P3p=B7%gud5^W!=1MunI5t>yPRFT|vzu(-P~
zQk|mF853e)Kn*#l;PHcxAac+SwvEo85Qs8j%-@jx=FJ<b%?4lRJ@FGq5IuAKDNp<M
z+-_9+I?Rgq$l^lDj>NAkFVu1MYl_{b9_QSYXJkLSf6hY@y_uNIeC$M5JCyzIe&+7O
z)N5SZ3}ECG2%23cy_<odP}t^W-kK|YrF1PQMCxoxffy0x0^!|jn)A;;H&{3=y*<oZ
zi(1tmDc##G>_G329dv4{DUZS*=<|tN8T%SAA&?zuRn#d&$0*}wkLyNez;GtVt$#iT
zFBi67a?tsgxmETUXDNL?HuaKpQglClgnBWC{pLaur7S0Dc<%QjyB+^AHdE6rNESRg
zAkrVJ!Y%VS)4|@JCZtYgGRp=-OL)|HwFkd|z;Id1!yR(GsAw{nbdiDYO)4<xczVx1
z_!tCAz!ip@(`VyVyzY=qtt~tU#0~q_MJm97M^S|X4|@UNQ}{Zgt7hhen1}a)v<<b7
z?^$tb+a!_E{{7s#W7mH@{st_kB6hnLRyih{)ot&-Lc##0^)yVP&U;M{6v8Jr-9EG(
zLy;J(vfDFf?@asDUKtc@a{hv3Y&f7VULgYY2$SYNsASe3qi0>RA5g<1Q-q5ZdgDed
zd~K)VNRzxqm<c4+E+qv`#@;bQLR`EK*#?rFtgf!+pHrD$i%W-LgzIJsy1qdZXB2Q5
z&I0Vb%HHv5&xtaaVMK2g6cDH#PR_E(pWZ8m;&TwH7@Px`yr{hOH|}H3tg_Ols;v;k
z`?;A@m30i_AW0<V2_xk?rVKtfoL7`gIcg`nuj4|I!v(SQ4pmKwjRCEn@8N+p$>&yP
zOHrTKKzs<6AOb5Gps+nXjua!QPoxS42M@$`?QT%S`tTF!IUOLG<Ym1Cw=mOVmMfLz
zP2Z+R{Bf}AP#_Sy-7>o-={3%^0nA+x3vjhW#(VksQV_}308S@G-H3?XX-?M=ic$#-
zD&A)v)G=;3JT!z+2p_;xBsAqQvGk=qt^GTB5sUE)@6v|p%9+M3zt9zffcH0m7|HZB
zj?LAK&5^VLq#TG?aJ5J-0Myc!W-V93IWFDy6%KxzEr=)iyjVp%8QwK${Hw_Kn}b#1
zQvhX<xWwtxg9jF)WOru>T)p`N;K&Bnj=bM$MS}_jECK1<I#_W_^U<Xo83?wJCLDL@
zbM(<}@11ylq?Up3fXAVh!E_Bnh!Gr&RbiJ5S}NA&xY*f*9XM8agGT!O`}8nZu%F2w
z$E3MuWi>~xQC{t>?T5)58HkAkkA}RX0g#8vHOjmU>9>lduesfr2m@2;R=m;3Ayg-g
zx3FlzK}4=6T3V9lCF@+9OtFdt2fxVvF6(z^E<+~5^Z4+=2tq`mlql*KfhR33*Ni1>
z)dvlnoB)Q&8$i~<x2Q)X3I@=b;-g5F0FXq-#ks0q7GB{Xr_9Ui4}a2=9!7pz^kTG^
z>(HJJ9|k5RZ9zN*La6((eYRY$^8ra2;Q>ORff#^J`bQ<9<qRC8>xG4vOEx_q`U76?
z;W6KNl0TspIsTiN8!u>6>}r(kFR)=izU_PY^nqA6yl*2MuehL$9}zi=1R6;`_hi(@
zItN#acQ1?;|Dzvf{#R7R$Hym4WA@j~2yr)I7U`RtM_`VL3BHnYc?$dWJ@y|yLDhjg
zqXG*7?|`5I(_HBO4(Y4l>YOcMp2#UfV!-_9^z@K{17$-?QZfuGGKq-MSGnlqWMBfY
z02s6~zRMnk&ecBIQfefq04IdGC-Ai<E}4uhWArL<^xnODpJ0%-Dp&&tfJ5=|@li0Z
ziyMA)*8<cZ?F-~fShxp=-*k6A=1vlq5mmP?PIXD){ZZAtN3$^J<P$C`19kDSGba&q
zAsv*w2Lz2uYBzU;&bu!d$)zEa+6z-X0oBziihq~qo=-k52Z*wfNw_bgT?beYgE%)b
z4%Xm2#JMdm|D(dglg;3iSN?bJ88kYs{caMeh*TH$;vd5Jh@^~oX5mL)FTptYz0WUw
zei?nF+ac@W!!^*X$!bI8ntbD$yC!oxtRzJxB{JQCR5@ZfV9EmG;%jlxz?91#GyMEk
zjgTgJH^G84-lYJa;6scZwz3D5DHrH(G!!!T3by_U$(7<e@4Yc4N8CO8;(^l3BCI@$
zp%8_$PO5T?($syM5qf^`H@r8O@i+XSvx(a>&KH>^W8M|2$<%V(o(Ub%n>TI{Eoo+?
z$@D~W-ZhjF90wT1$S5&G;(-0rzo5#DtNt%65dxbZWcw4sd5|CpxzEWNi%tsICK2AI
z_3hg?0!F~k);uRrmZanGVc7Bg7Q4e$xk+d_etwTO%~{KIfvd5GFcV021`G1Ihj}89
z9brOX`j5M#QWP>IL`7A=x*DT+m9u6KtW(psu!u}f-uhvS3p8YP&q&uN5d1W-FM$r*
zA|)`mi1#7LjBnl_%mjN2SMuoU?~nd#p}P=ISzH_{a6s6VT5j@SXs}P?Hi#RM`6CYm
zwq856gNZ<mhv4L}x-fV`6mLBNS68r<IqgNmPYbC6p;>?%z~?}SqdspIso~)OZ~`q5
zHAg`~Vd~!1yGPti)6_GY?DaC{;PInd>l+!_zI_-e`waDP{Vd69VQ8lCoUJ3GK!j2r
zxg%})`#Vyd1}9I3+`6@{zM+9-^EHQa=TwZ0Hj)htj}fi?g6tFn;2U^5)=hNBjvCDC
z>FewJqx$jN9p%-AxUl~=84j`Te24;yG$$4d4)1wux5^kkmbhy{2X;Eiex010NvK+;
z!-3u9wF?3V9yek-7ge@N5|;j7&<_&KRsA^w>J%v^ySC&S;7`PaB8g=rDjLc(%2JEy
z8~7^7B8kc<H33ru^cShZP~wCDO$Km!49?<7k}M<klsZ}=R2m!#hrW-GRk_2t0(L`S
z@YRnDuqITo1^q|?#IOJZUxmGMb93;U*|Cn6KF~O2b#k}kon9L`S3E&OK>nd@ZvcWP
z2*yc1Zgcj25D8EchmX0$i-Da1twW>gi$^Zg?Y-mK^9vmxJ_JM9UYLfGOy1uDc^z6!
zU19ryn?%tEk;dQl_<Z~1r_Y}oG<RIWGz0Ra1X){RvYzsoH|v_L247rKFkWF53?n-F
z>(>i~y-7()Eik4ufUg)H=^>FaiZE<eMn+ARqLfq=@{iHG_v~RYK8^B?u>f`jP~Y?R
z_FJB;n5>V`R9~1L)Z5Md+R{B+50E7W`cw>RI7g`&ppM}~A#{BWn3iYp#55#0I4Cp=
z9EUZs(D3w{V6|8m=WRb6k8xbgGLK?LQ2<h^hA8JPEJqA<rP#gDC0bws+r|F5jAgEG
zZ;yiawT_op4+$Nc0=6%0ybTL)vRdWVpr{gvg*j3iH_r3YTo>`)9GFN%{!m#ujz$0t
z^=7Lgy_id(QEtO+@sp%Ekm<el_UZdqL^t2iN$^_BPYVT)ID<eqWf5XKx3fr!i|^W!
zKkvz9Q^36|*Z8B;t77Z=&dwsew{A<<(eIAt6msdm$jG3AOoh+?IyZedR+5eNeV=FS
z6Yt-b$cx6%8FrWVpR;9QW8;lp#hvpZLk#d;JpSBj(mPHiC$kPxHf+>TNCX3MRwGUu
zxPr-xSs){jcQBE31hUrs@d{=)T^s?w9QU$8lSUy0UNw`Wxw!{+CtT?ulf1pXQkyny
z!fIuJ;G?ncoo4&om|?*zM>Xg@#{yyF2Hux($7jEzlanTt6wL_kJ$!7`Hf4EG-Y4((
zGO@56gc^^5yt60lco4<Ldm`|z3n~;M;!|#D_9cV&Xk>V&1ztr(HP)6=Xe<Z&Z0$w~
z70hLG1=nB(tGu)4+4=Q212bQeoQDZSE3j_3VsmF9=tWk!Y@{rj3=YMk4-AL75`tht
zBga|TyRx$K_T$GJ5SNn{LoSWz$7~%Y{xse#QHN-r<3dEAr8J+QpiOmc2o5^AD8q-(
zx-yOI*PaEuirluJ9<MyZ^TRye-}`&=S@$;n%D_~)Ds)kdz(`;Ia)cnwyg|U$^mIOl
zzUKu^*-X$?yUX3B2%9C*R)~a8UOEq^c}K%90Ww0JReF5>8424V06e^kc}id#ph6kG
zTHR8a2imMI#m<AQCr@_q1kf{Q-JOSJ4nK}d$<sA0u*F2}l#x*|jss)@TDaLcnN3@=
z?3dqQ5SR?hApnF~$FQCy#Gx9H)hM_)RLfHt43pr${2O`y2GJM<1!?xBJRbD<7NtV{
zcS}ERUi3E2$U*USVbEN#;^jV&f)Od(cv@3bok8rD`W@KW%ZM~I!Weq>czRdjDY&*u
ze6~hdW;8HgI!YBshEO0Tjn=~wJ_rW^v80Ld8G4yUwr|{*-<!;+qipq1CZZH)8F9;S
zr!zV)fQBzA-kZ!<;kM$U2Rj0v+ZfcE=(?vo(MtwlZPY5DUAdpbDg_vy2$6QKn4!nt
zl)*cOoO&7gNv;nc!*FJ&HCQ6h6XX;>^@-vo!8lM$6lQ3kO=!XAx%tK49$VJ8xi`8>
zrqIZ1X+l`H)nbA1c7bs4QdOaKNGLwN-er1hB!Vdmv+Zm5@81tJ>t;~3Qzp^;_Mz;a
z1Y$0PHViu%xQnW<{o21z;~_@%ur<kh!3qWMBc+DTwU;+-CrKS+_$x2oDObuO9|Vd_
z=c3O^L&8XMI#vHoyDQERqCL_C{$xz<_vcM$X$AM&Atu4cn?FZa5U;{LG~+?S#);yl
zrj{`2K)^`iIVg1Zm-nxrTqPy-`Ugd4{ba%F#9f*EV1)@c{J`<z*Vxk-Nx<>iTh(%9
z-!>xQ%)6Raa=gSK1KH#79Eren{&g;3BRUfVa$(*g6PDYD=wJ#4)KssorC@b2$_xe6
zPRmjtrg;<rUJv!FQVe3g4*=3Y6VbC#>*ZlZ1BK$gQKeM{V($3-E+|&vhM5N#K-5{l
z3Eh10U@N?J67w90Ntb_XMYINr5b`g@I{Ws&j8H##iO~>k8q=tPf`WBZ3-8_;?)~&E
z4=)j*j%q5@Da%U@d|FYlm5enUIr7SXYfcgN$vG4oXio@!;R{+J<XK3Yh{M8k<&V++
zG(21@=_=QzfHXCkKY4VAYwSmO+J6)U>k6?4v2K!I|IZ}`N~`2?bdTV@z?^0q&Rd2m
zo0}4g^}ql$vV0LcZMf(Gm~egpV#deEr6(5Wsp<L{5za+0^B`0QFf<lj-k<c>R490s
z2zM+PL$!*zeVY!_0k@DPqZ;mW7FmoD%t^~^@jH>z!7nGb32EECY#+>l@jxe!z|FS(
zBP;Sh@R$j269`#e7UZXe0gi)!FWh#pzUY~tRv3h&R#`j;d47(UG$bb{dvfkqV??r1
zyb)~+qH%~xUNGq35#a!Q9T)rNlI2?YD+A+}!2oA_9l9y$9X%rA;x||PV4h(joe?4!
z&N78UD7WSJzS19yi(1I#Vq?)@f)q>%l1I;(zrcAjBkR(?a&hG!qp<7LH@|KpuknF`
z(L?*PxK=)K_l?z}DhTt9m}^70{9wm<7FE<W8IY$Rfa3yEQteX<kgA}kCgpUzop2?3
z3!>VH-8gsnT-orF=ro%)*#N>KOII}E`{$-bz7_})j7#Hb4a^MzP}aSE?Wm$j(-?CH
z@AfO*i2DXR<x6NaFg9+MY=D>SkI<6b+;RZhfl#=Vgw*2s!Dwj6P!BP-OU2`k-IN7t
z0gLy>${%Fy>PhqtA~E7s)D!?KGG4!X_y6MSJ;1r{+yDQMt!$+f*_Es)5lMC`ijuNd
zAzLz2QC3D)DI^Lld#|j7hLMJq*&x}GhVXm7y1xJ8|NkDx@Ax0bb>GK*jk_+N&-?v)
zo#*p>J|Cwnv8@sl5h?OMete@VGCn?j_nV&3$d^5q)2@r2HO`s3<;BbL|Bc$Bxwi8~
zcYS*G3}qc@|6szq3-tn(*WNvU=mUsP3t4lS-)#`DNxwl!aTI><;8~`vL?{S2vPs9v
z$$6QCR1s9HWYDb;B%d9cf+#d}kOv=pki$idf(<6(ZvTs@C77%WeCh_A)Ya8HV3NU*
z1Pv&wLZC>H3REgg9*NaqbuhfMBu)g{NvO_hDImElEG)>Z6dDX%&-hY_^ngbuI+~3*
zrJ?kgt7Al6W^cZ0b!seZgX2<zgjm&*kYykiF<9`^J4DuLD2E;zwQ<furEM4H#pra0
z3Yz&E5GQghZ6m`C;CJFnqqz6Squ2PCblL4BKxAJb-1LZclW<E+YU;kvlA>j6aKy9Y
z;AzC!DXDylc<)h>dQgFasg9r)j5Q1`M)&daz(9}sR>jtK3yB|S_hn<)09PxNBgo=)
z5Ku9Nkmg9dyBc~3$bP7JjAG^KZHP4;vo74W^rxaG^%~3X%=+1OK{ZSEnM`W<_3;!)
z0&M?W1T1hya6YG^5TXLyjYEj3*u6cYPtT9DmR60?+-I1MjPrsbA`X>JlEw+m2Kcg0
zy=>@K@q!5<<BaP}uK#8%m_u-01n(+1C=#doYX2Dx47M@zf>#V*326*5_G0mkXWfF%
z<v)2H1)myxvapfi@Ce4M0J}+lsjob0-@Mk`y>R=j#v6bk+&}+q?Zpdan~$Niz%@fr
zd|*hLN0&8>w8RLFY%r_Z^O#Gks?5q2rhl2l5cVW&JHQ@i_Dtd+16wf2K&<4<KHQxo
zWDUZ_+a>PUS6|49g2ShW<Gac!wgS|n#EuUU5?{z=P!oV@{E^^iIqReJ-wc-@--xKF
zXdR4x?09xj_fcKo;1=t!^>g$pd4|Wp4fG-*WF4SI`9S+5efw?Y3%#c@+93Fj&XJ}}
zF6Igb?}bH0Xt9(;B(|-^XB|QW251SkuCLKhBaLSb%dy;~I*tO!Aq*`oz3}d$1jj4<
z_ycc?3R5N;bC}cd=)g^Zt6uu^h-MB8^ec={AR?i+BcCarDpCXq2-J<tWjCGXQx6<S
zGL!7s72J>1CdZ~tu#8v|k0m%ITRZ_AfGE=A73pZ>=-_}?kpusslCr3Y1Q2ov;;UTM
zUd$_TsmkrT#9EwqJiQ}-tQ1FoYv%?=ltgJraiJ|nF$L#cpw5=6Os#9xgtH8H0OYOx
zXkqbH%lQ9tgS+a(XH#w(I_6B#ow#YN3x0*P=2Fl|(!%Zl_vE=X2T+(`q!<y%i{GFF
zeH-fa<h<bw)6~1eao)*u(6v4ehw{tud~YqMZ|fW$#V0}E(&B*5W%=)K^UM#0$CVGJ
z?Tq+~!;E;Fk?=+)5N?sV(ly$`cm&}aL2;>xQ4k&p_mP$jS<wrXT5mQu%%wGXM(*|f
zxPTn(YH}*RefxI83l$NuRp9J)N|cFd2wJrU*)QoN!Bb%>`{S<YpeiG|jfkr*&`*ZO
z#~t66c*7J2wFlG4rvZ%5;7hyPVeeOcy|GvLpc>=LmoMFZd^-+--wOT-3=P&tUJa~%
z^2F`SOD@u|2x~<Kq^1tCSnxNUJC33KmacOqXWmA6Rh=+(-PiQv0p0<;RoO2pFt@<)
z*Qxsd?Pv)#0I~28I;M3hTjGfs1u-8bjJR~-*61Y5u@DC)Oci8=gEsCX;_wLj`Io8S
zcVT`0VvN~GC9ky}E=PePgt{=$v<CdDzx0uT7<npRUf+hN5>f>mOY|aVJn#r&xJO_j
zsKXprWy0x?W(=}1d3kQ>p3)sdw%um_Ye%*RrWjmselDgo6d}Kap$G_BT-x})!$ho2
zjaQO)RSgIWT`h0^ZJX{9buiPqHH9F0&z{|3Vuu+RB>;`CC4gh)$aq1mqX||c0kA$a
z=O@ctQeJ3R;0MLaIWdTYy7cF>6^$yaIGEsPEZe;?6S0U5VFvwci=Z3eMJB%vvSj9E
z<Y+*o<ta2z=gv?RK|sX{C@A!d#CqZl!c&pR6MjEFH8mRg$;DNtaae)cMvLbX04Zzj
z*3b<YTL1bzn(7YE2J0h^Ag%Oze9;K(kmzesy_6sFi$jp_aQwjMed~p2AsjgxN)lG*
z<~br7<$1gN+uQS+6*2yU-0kM(mOrNW=D#^>QG$@oOgN62%RnGz9=%&$&JEawY|}VJ
z4bK~)qTw`=LFMoA0m?i43OZ^5J(po@!$sF?D)8Q67h%AlLGO#{vcIHtJ&2uzesHB=
z03gRU<}EJ7&L|CU6;jKnMQKoWRkyX=(-U?3_HG-F;l!xUPotyWW*s}MTW){EDRFGt
z1aBltz8eQmAKNbn)HPm6k}Vy5!|h#GQQ@nSt+aMduQ^5aGbG|?YmO*cE$Eg!e!N<V
zul@e;BMe~mjvezb8%^Ya{}HBDaxTDWEZ=8taoaanx7&Zu>d*fxMjJ6Vs4}Y9gQu9t
zzDUSJ^W5@b@7}!_kDkJ?&jt!BW{Xn=y6Gw*AtA<J%GM)ZI_pDIcn)|r)vWiu=OiC=
zM0A>R+J{&Tef!p%r7zd$g~nKf_;SG9kP~@dLS|&5qR;PNlZDQLJL=m{-eazhFzf}v
z3GG)-r>$#HAzrcOXnqC?@&i31>0j=K$tZsXRS#p(YxtJI`h0tD^c2!E1gQ^RMa1^C
zz(_xXL6?2w#&8m`L-#8G!S+O;tTDx9ZMsbqM33^$*T(<gpHF!f&P}dD+pu;uraG-I
z-Uu#^p51l@lBDX#_#?{oxKmnkIh@c0I67wO&WUz*b|UVRsOx%49F-tBoiT>Ws#^Rh
zavc~OLYqPZjKQ0H#>h|lxZGJ)e7yxoZ=nPw1aRB&XhdCMmT!V#NOIX6q1SqRVUdJm
zg_FJf)3rV1v51#*7L3t~JdlimU2;aRA@>^DWS%i2Ce#hp=B{4P#Ml{uWeJ0}pFElR
zW~YG&0~IU+P?~8WKkuxn&d7LnKX<T6p%NpTWW_voHMig2Ps7J%%*^eUerwH3RHMW)
zgkw&{z~G&8)s#MRrvN^~bY=Gn@+FBz<9`pjB{Me&!25=Okg!vu@c*Nfa%l^jwdR)2
z@10OgDt>=4Qr}A=Dl&>A_F?pwAr;ND>;&}8On;>(n;LB&N<vikWj)JTj~~PL>U@Vj
ztFZ9RH(NuGb6hXs+JNY3gCn@wi@xIcqr5zM9{zW**qp8Cb8!Ci`?nwl-?+Zi%+2q#
z(!B}mm~eQd&-Yp(NtT;gu0I;C4y|+<@gR7FgV^Py6;E5<9mu&-2TEl=2q;A^6FBqG
z*~-n?3I~zt8SH3sp3Wy88DJu?8oCO-$m4?$j0krCk~?1Zfdp2?D+i#+z;2H|Z)kGT
z*&~ovr!^OEk?lZklW7djO@HOVEeWgeHo_ekrS*35qKx8<>@F6aI=b*}=R_3h;MD{L
zb9*^t^cEM8x`JzKYg=`KFsX&%SuSOoR`F8@oSpTrUcI`%D038<*a}mUlz<iN<ldnE
z)-ZU|8-JxOUAUV6&K7P3yf4T^F;tkgC7C<7s`yqRp^2eevTx-MW|}}1%Z|_A5C%lU
z>2P)v?N{xy0S9z-gNurG;s>mBc7(8od6Amh<<<oY0|QzF$&&A@Kh7gvPRa|@Tapl{
zt#q>?%cH%!awod53<F<u*=Sqwdl>rT;6Q<cruxs42^`o^4~8L$-P(6aIbfxc!3@*O
z_q|R|PS1uLLTABsv<8NTaHNqisrz#FJXgoVvU*wx=w-m!4U7xWRIl3NCTXVGVpv1n
z<eBJKU6XvH*~h7LzBuz%X!vK!9GW(3^n<qh!(lVSEU+wbr!HP?v}2X0H|KBBdXR=%
zi%O=bw78f!?$BhN-oO7!V)Pr{Aa<1GWK#a0i<?LSXfX~yu-PPE*>*nj!Gj_XgMUgG
zJFX=(;Uv9{o)uZ}+(s*6@+dsD3Y?g?lFFhK62iy7FEJ?w9B#gyoh`Ajf@+qiK*X<k
z<ZG_87Pc!ulZHOvg9RNFLLY_5Nd~Bh_7F5(#FDtUxVn!9tpUxg9fw5L3CnMN(5|+P
zoe`E~2g7ICgcATGfnnBUr*eZdd|lH&O?PCj;DA*5pEwfAtE7IZo3C=d<<Cu)4U&N7
zrNs|}lyldFPVY$6eLIbTAAV+m-MhPO7p3oY*b~bf?ha3;c)4yhxSNr@V1mmKVhpZb
z3~rHK{U4w!s(5HEr|!JsPH;i(IYDzQ^C<F0cQGQz$A?6V(||fke?)GeK__n-CJumy
zSy@Hg{KdFHPf6uHe*9A8<y+Fm5;QHmTmU-nIztRIA*eJFh`6{oDIc$&jusEyx;w0J
z<n;a+VSz%;;Na$vrQcLD)lTboH-wcwUdO`k9}LrqdBkUEelwWL2trl*&-2}Y-{K5s
z5ON8_@PY0jqc*%=IP=#4n{zQ*_>3AOM1w1+IZ%#KqZ_M(f=+{%smN*+Lu({JG<0)m
zn4|g?1IWOE93_~tmgy%P%zR3)`*4^wh`DdrZc)>B=FJzkItn)*M<AI+$jEd!9h7oJ
z@F6BHjsT#OAN1|uW+rAI%-+zkNM3vBBGTz-0a4*$cD4qD4OA@971$7CfDS{zO%C%N
zAG&i;T;N{~E<+-!fWdLImz3Y{ZnMt2Br*unLWCwE4UFN_I_xVO`E-vQnP%qt)q9qa
z#;Hi>q4>ABgU`F3gp%HaZ*S#^!NgsT>p)Qt18GwY-YWt|L_7$VtL_-jOTS-P5L~1G
zpRosc#GUR(!);~k<PA&&d6xfY$oelvjRO!mIUP(sF4wftSd!d5Nx*h@cVA4UIXH+^
z7}aNhDxN|;XiXA~N_?KfRbK8W!e4Mnnk4y+jl&uEd?;w!iIk92n3{_W(iL{=w_n7y
zP|)KpJ-=4l(o*X>DrJ&+!#M`03CcJak!;@HN=4U!0-^!B4LfWjXz1}UqZ$}SY@Enk
zdU`Rs_n3cpZGt5Lg0w8*eqvzC8rGa8Nv@a0OKOb7L{Ivs%uK@QgI?8yx%$6V4Cvh`
zMCJQOrc+sQgz^4=O>D_l4>GX@6RjS0qIZ)DR`Vme2M*j7QV7tS?xgyRUr082lIE-I
zF=LM&HLWI1H#(u+8j(TMA8ReA(xX3}QeE|KXsETUEMWL7a4`tJ*xpzg`{73rSa7u5
z4}1`Km~9CC3zU=jmsg(}UQGsC%^j{T6u2<5lDHb_o1rN?i^Yr(y#UOt`#Oo2$&4=R
zy%1cVqwT5tQF6Rrc-y5yg~8gYRjWj?^5^vF%=dp}PD(R3_`RttN1zW{7vx%9-uDPs
zAU$s<W3LXs11j(r-Uys<a&khMr;Bjh(P%9L8QM0d;qE+0Lo^y_2XM=|p>p>6a38wH
zi4%6aV*9}TWt36L(^pmW<24QT|8;0Gc2CRtskhVA%=C;6G$<mk$jsUxA2ADNV&7}!
zhzO#CI<GTo)`m0*V?1d*<`0BrZ@b=f`#LTcNHMVSDFQWvmVU?AjtdwL!6AY_mqw@$
z(=hbE9|4k;f1-1*HufA5ui<5b!L~;!@^%j9YCg-qM~MXhHw?{J|9UP)+Wzddd+D5|
z6Ox(c^-i2%fc?j7N*`ubadF4Ggl;`_&D;#Eyme?QTJK*4LE(y?=tKuo{&uJSN-oRt
zp<V?QPVVquR;<sRrc^=)0!9vv3WPHUP6VHx@tafF-FAR_LW2aT>;HD0UI8flLT@Ve
zBEb-lcWmpA^=gdx)Ci?OUcOBE(u!8_8>rxrS0N{n^-1WLaPK<t3Dnd=u7*m5c4h-+
z1o+#Upn%r~ebZ8J-O$xy94_WjG=q=@8DwC?Mq(><_D*IR)=(QS-7ScS>F6-SJ76Dw
z;aDYP>wvFOkKS*jPRG||uD^;knjv(!gWxA8t)u5ya$d{6Q#)=>y_iuzq0}TZ-JVWf
zm725tsdJ++yCyyHTtY;}Z9My0o$ZH1Dn^8O-o|gb{RoDRh0|0+OKYJjYI!vo6BEcA
z#tWqF1mI0x*N_8JErGLu#)D&yXpLwt-;7V2h_7?RBg-f#*FIn+j(+wU4FfAl9-~Xj
z9(r|ZhrMi)OV_a@syvZj5~%lb?@ex%@%(1+7w3%pMV0I3s+wmh#0^9eo8D7>WXNKe
z677$tkzyU7niZmM!0f+S&20m{X3oK4TXSmRwJJ&u<uAOs`PRqD=+F2}$@tX%R^lDi
zp_+L1tNqe4O-Mr^MgWbz7{-D$$HB|%^j7~A9!cmt@a3FuxRZPV#vkrlGy@G_N#V+x
zFn!k=f=3Z112R*`-w@uueY!GT(UD$!6eAHvS|BnoU66m*siMYMk09bdejP%*@Qa_y
zQ$@jzxdbeVynFqwFCB(47OH|YvDG-!)6?UoP4s_&PMajd@hHO0g*jB~vNG~&Bn<(x
zR<?h}S`TvG3_%UTAbe+X-^sgrDtTQd&PG}f9^IhHea32CE5Lm7V9eV$R5Sqz*%9o`
zS^>iO6BAE8JVNF!c-Ng-mX%%cVQ$^WtB#-be(Nn(ZpNwdPpkyT<g^5X8m5!UA*q<6
zVM5uOl(net`oz4%SQ6jiYlu1^Nc3^`3|E*+VT%)Sc;T9nm6I!E`|VhuDaVEy_rGXt
zd~A8?OaF_99N(rcDb2O)B&IDOE=hVMf9`5i#~lN)MqD7*Kvt}8Y^1}`g`k_@6><I8
zvyp=%kcCI?U#O=++6Qpzf{ROj1fP3I1#@a?uz}%gW>-Umy{dZc#x6SSf_iq(Gn_Ek
zSSkCK=HnYh_dqm;oxyOHaVhoD4Ytr>;d-~-Vb^<yA3j-?6k=@e@L2Fdns<j6o{rum
zzwX}^0vG2@uk*L4^&B}divet4!>78#PNAsCi6{X{H~-OoM`$M?4vdRhN&0cVMAuKO
zF&Jy&$tW{bJ_w5>39JJyL3%nIqdFR|62@{d9|N)gE-9$nf}9Z@GxaA7`}apLu8&xp
zFD$WXW~I~-hU3e9e`nOm&Iq(0K7gUt54+`C)>Fq@Qk!8VlqTj$i$7t1B<K_ZY)0nr
z7Ir&e)ygv|nw{6S<Z&Gcu_EsU-vc+%&MT;l-N5#L0@|x>*^4h{v-SqTB)qWinBysC
zQ(C3+)xV!Rj#=vF-20kuUUJ(0gj!-k@J#a>fdmDiiCK3>BhKi`qRpa<!(!js60B#_
z59Lp$coT0vAu<^%gg6rG|BDv{PvlgnGH_e36TB@LFYriKWzOlN-M}>_0QDbjIN^)p
zM|Zx%_U6{{25$R(@>@qktjmm_a=$%}sT}RuuZ|Ojhqj!#QXc>z6;B@$EF{&8nZvZ_
z9_EH2I8vJb8A+8>$=pb;${Dw{6SoQ&2|{OVP%OsYya~jAxyuK*QSqn4Q!XiPrl|Im
z>!gRmMc5Y^Y|0HTf0Wy7K!3S&;!xMF60gjqzSHd0eCFPN+cjE--G^iZ8Tr;+PRl;i
z_?*+*wEPx1ngSX=sR+dl5l#*&nw+yr6cU<%3(%bI<<xew;2lazw{^>Qv8!^>^FWy+
z&I*K2q3@`on1z|r2|utXGGrT(FOqw;)B`%V)YCG#y^Y2t^k^$kK_MC2FR=^qj+2j?
zqi^G}7WGZuPC5WD!d}*@I06_U=71)WX}<36tIGX3L<EPkAMMJjph;>{eE8*feguEd
zcxmsEjC#odwtH41T|&JTd#p`=am(tA2u=-p*L!C3_wMPH8E@;sxEg1OJW`$|8=*bQ
zSr}8FTb&685u`5|l)T<D{%<7*jec(PACe?Pg@8_uB;?5=ED%^OT_W-{{2T<Aj#(=#
z(J(<k^2i==g(k8t0&{bxO0PG!DjE!59rjVW)B48FeK&8!A=SwC>li=uo*KNqqN@3(
z2}M}qCQa%Tp))zsXRs>b^;q$1$Lsk_*8;*`sisvk_DF8BZ+}JaV;ZKl(Dv?ej&o3D
z8n5zB$#$wgj%Igl<{xs3;cH{Jk#AN1ej-}v+>4WpW+Lb*=<wpUwdD>vR+1qNtN}$Q
zi_FNF2Gt8OGwA8L9s8V4+U@^a@Z51g;R_7@CyVVl_%8i*M;gHr;xuVqkuCubG4Q{2
zah%(q%uo}<EObLSijdb?DLAm=i=X!GK1?2f;B{AMjCzU#{Oy?2mU&aDu6tYEuu18?
zkgdLiI)3_jkvIr=hHG8`DSu<B*3519(@oDF9zXLsqvLLlG{e1oid#@MPl4F>F9CQw
z<=Vd6i)nuf^jF>W`gFinFK?Bv>8o!2X+0X*<FmeR&EJl@6Ln^DiYW=WnEa}>a?zAw
zh-2v8DT8`Y97A@p5(ABRk4R98WH$;ng6oC@jm(08jtkNds^6OGZ(X`f7W9$Df7lQ~
z_*4a0BS4_NuGK%*?O`B+Ud$EJ($XlTA%1a6?#DN-h(;Jd<V-l9!WvJpVJbJxZS1&H
z()&P2p<FMvSSCRuj@|lw?5TqXS9448t9c)pnb;(4DyC}a!N9C2c^xZ6_%x{lzMYja
zy;ofye{215R;!_`O(92XeC?P*UIi}xQi<%5UjM>EQuAw^4`b*7VsZ)-5rPxJ%v<K1
zxj7&11ISw4;}?H2VDgB~E*Ry+q^vJGo_)d*4KAs(ITzy_hApwpYu%^dJIIHa2u)y;
z`WL3kEgmrh!gCS4AQBrUHxL3NPF}oCn*|ei4YE~_II`yS)JQ_4gkH8mEKV*1896k&
zwwj1yspc4(=+a`ci<>2eHY9*Xpilqu#0cxdmxok}jl<H_{N7(v%?T8%df2R=@t|#k
zu~w+x)DIfFi2g~AKlV!ZFIKO$k!uY$QKKkcKiIc-#RcFHY-My|(=IWNLMM=H7ljjo
z2n5I`RYsi*tt7`RAU(-ZOFhS)yw3fBOdQTTlvhvhjFYbowzvkuFM&i4P~4}sJ=4Ww
zA1`5?ijn`Z_{|N{ay*k8baPADt#D7Ph4px>0lxv3Oc*4LF4X>eFGEPv3uyu_@%~aQ
zN5y@8^0ZL{z!ECURrBhc+^dhck22=pQ;)j#k=kuSWN2|g>Rz<s14fOkE9cpS#_~KT
zc{La6Z-xw?9a5H}*vRz-KeE^tZk4VWFJb{61m_+Ou(ZhJg_1HZ6w1P5JEwmN?I@H{
z;If@NW$Yg^eTlL(9l=sPmyd}RZo_IMiw;K$5ZA0od<J4JBsW|riJ=v~7P+Wk2gmp<
z_u<+SnI`vLU8RW8V9@b!?phQs2lZTe{%to7l3p_+p|K`#CV^2u^IZVNe*241dmr{&
z=28nM%wGm;k1+1p$26z+xmIY~*Of}SVd*^&A1BA|9%RW<j#Oz`Yxi~D`0trnVf>c6
zLAOA3XR-gHD+1dZh`vDrX9zq=3ljqP!(LhP2ElJ2l;e%Jo;czGIRrNRTiI7+oA`Dy
zq_*z|W&-PtB48uQ;#WTrIsDD(3}?xE`)I3Me69E7SKoY9vU~OYEhj#xcOB@B8TTzU
z78m#h@)nh}=}hL~p@S1c!W{SRsk2-;%y9g;!tMCV2cv~SVp)_zpM4RBq)g`**f-EV
z{J85!Rc+MGtk>rK;Teld?8==S9S7R%A9oBzPdnUwK2KPkdTs*TZiE3y_8l$_+*H6w
zf+(1=+B36L{X>=7cU>Ktp5NkDsye%wP_yFy(8QKk<e~Zc|LS>%=Vp;9Du5xSXmA69
zgk<p>z8=HBh-^B^)QG;`aAY1gcaw0m5;a8V_#XjiC7=qC$`gnp-FrM7YA7n{fi#Bz
zl9l&r;zfPaM(6Q!ibaN7#o|gs!!uY8AQyxkq?TUEYIpN{Z<|0iDfg$+7)VLq?s}EI
zwo5cE_Yv*9ALA82d9k<R#&>gaoAXc3J!OUFCH{-$_0FZ#eUE=_X3DJ*3X1wYC}eNP
zMm4h3$PoADyuO+DhK^$y&v*BRHS<}#^mD!c;DPt6&H;WL>~)`J6;n=@^ZNX?*%oFP
zTIswJnuD{EEJB6vam(O_a5ci0`~OL$L$V<Q56ZtamN118PcNA_V8t&nI#qd1Qor61
zK8+174VUSd1ma(yx_BOP*aMbmybdtZXZsPl8e?==z&Cmivjw`?laYP5d9zk;#zT@g
z#{nhKIHy!J4nD^y-GxJALE#xu5Q{*5xz?z?$DyRxVZ^Y+m?@+|<?|ONDVpaR)COJ;
z?>>G^!2&Zs1^!1bCFv>U&x{Y>p2+jmOvqo^Fv6m^*Wt)os|C(7m-ORWj%*jt3*5HG
zf`G|ky>|{X&1EIK7g9H3CZ%e<l|FR%Bg`vx*r(Z<w?x<$@C|^43`*IRxqAvj=e@3d
z-P@I;(ePkV-~EpeH|v$T(KaI5Pk84@UT^A%g1~(K{2mm=;SqZ-U4f_%v5~}(NZe-s
z0>VxLI9F$|pb}sL5-Eix&N{^d-BP!<WRuDtG6TVjHw)|(@huaoIk4-LbIM<#%SB?}
z4csMl;Qo5|xii28#{fzQ@fV{KGmM&nX`SuH(N*o|`9kViz4UKH+JAG<TUr{$<Z-%0
z+XZ=3f)B?-fNCZdyCJ}HP85+q+Ls=^uFLo8eJj7)Nw~YwYn31g`YEGuN38}YI2Bg<
zd|mk7$1|FOA4GYx;DdQSTpC2IAOMNvO@#Z0zhmg$JJ#~tiXuZ1+HT<!M*EuMvQ`wJ
zr#l$^Ph0wJ2tRz|812<E(!~hT@aOvNzdpMiuXMPMLb3D4XIs3F$TzyO1ezbEdpbRz
z<au_z<&=fL^l1CQbH(?O*S9;wxMy%2kvPvwwj!c_a|0A#IZ6ube}WM`qP(=$f4leY
zmS3rlVud-?czFV^t%RTYTka#_=f*LvN84AfSBfAOOl_FWLL$SCW|+B>XQ1$7v`*x5
z<_3}(!y!ka9D&clta9mi;&85XOp$>k;jOU|*mgXk(K?=ad)G&x*)ZZnnCIu%t@Bsv
zT4{ui@Mo1dvRni$i1dXdiUDk)IdZXNG7Ol2b?{XyZt`Nmf@3%Bcva(#O%*X$4qW(Y
zhQVwopc62+;yEl(ZHsdL`T5BwfCEukT4VRGp^`&52R?DK<e8-Xs#=rAg+Z}TUs;Y0
zeEya}nNv_~&pQE%!SOHb8b1ayGTJ0VoUVV-&qyBNkmTKLaC`aus?Ix-!PQLsRKk@^
zGPRPl#*3F-zVNbM;aHO*ZGCUeTF;HQf90|^FAML-YbxSpEj<LBu5ulE*?~_rJUl#*
z&?DBH`%p=94;B7$kv1FYo)0&ao$O(2e{`4e_uG>h)!%n6T$tsD%l!4TGY|6A4lt@B
zDFg!xvhB1u261y2r9aDcSJ;osj-a7&_hFAEN`VP`5Kal9k3bn#tpYc#*|Xt?(aw{;
zz~_;88}c+JLe3{$VOo!QF-T~~@E3sx7=lD{(HC^8(37hD&IteC#Z60ulCcTx?tu%3
z+R%4d!UF*FTbj@r;fLN?Q3znbp_JC++!<Ny0a;R-SBkcwuZ|;pXvrd0*8bh=ckfl$
zUssiRTrk;Fe51teYQgRGZ;p=!__<8)>`hJ|){(K^vL~>iVr1B5=t|cVTaNn0=t1wZ
zYld?7o&VHolRg{W-yq|Vw3D&JrYHVLfE9O8XlQZ@k5CYyLcsR_yrnH<w;c7oVbv|3
zNj1MVm?~d+SgRYT{#sh+uf5<CyP%@<irk3#^W#5A;1&Eh<8?&Vz>`NH6VMmBbY+^5
z5(K;pVn6;e=B87Y{maLW9m}h7b+ny>ryTQSHABOM)+c(d^pRt^xw<t=Xg<NB<RQ~c
z2+ikp!oj3shTVy?55#d8#p<1;!|o`VVt<pqp<!pL`ah{u4&;p9i9gzD9*4jC-M=+(
z6k`?EBb31NqfgSyP6n*b+$iSDrNS5#n6N*@tRul&YI978QJeP1$KEP?r~gpVO5Am@
z-|t~1taaGyTWQqbItoqg270UMC$<W_^uk+qTQ!~^_F2^6oih0nYGqEqSgO|B>2JQ8
z)KOWoK&Al*_!%g7RP;2r`J`ETb6$$8E{;Wn`G|2)Hy=K>{z%LImWZ9~OHa?a(VFVq
zlI0+2vBi`-K}46thYbiq0Lm!amRo_y>hgFgal#D-x*-DFK;D3ubQu3s)d&9@Id9B@
zLqZ7fxuBrK!FfOj^FM-XBys*dH<>7e$4HRWXr?W(&4f75`FuZfL`-tiD9_7rYaH2r
z3}q(Fwo~JG_54<G9pLGR*M4jumgRGXI_2=5AZ~$kKPWe;lp56xyzJ8+<xz2mcpj|a
z>wUaYT8ULeIU(h0-??iK$2G5SIwWg8aqibu?XP?y0bT2;bJV?$Il9JFu9hA>;Oe9-
zx3T@w#;fIHZI;|L%UDqbJ_T-PVGN3Kf{99Q55;puJ-xE`Hlv`P|Ljg)wf>=<S?9A)
zruH<*3^xR`SN057P1o)^P<86CD1h((a_I;!lF^WlPx<?shmm^+gvRns#sN%he!-E4
zl3d|s*=c2MOyAKmV@zRG(w`h`cgL3=7IXw`{jH8JgH>pa0SlO?btIwOuDr-hte9|I
z<rG>#)|C<B;5zU@P4kV`NzMZZ#DXBSLuSwdl^QesCT8PZ*N>lO=Q0g8%u_EhW!1gF
z;*;A}?bX|1(5d$E6Ekc3-v-lDLk)Mr^xDU3D@taqH!D#$x}B}svPHtG&Xq-O4}Z`4
z-MsX%SC1;qJlQwzH#DHIF!OVma9t6H+G*QDVGO))daYCVft8+D(&-x;di2&O2!9{D
zYMHx>W@Y`=7AhrW2BAHqaOY-ixS#k<>^jO7vaA#JH{9f>vV5gYFh3LmMG-<A`5U;t
zosy(Ce3hLhh;D^|S9009m(+$N0X~5Gu7V!X-@o#R4fp=@n1Eq;K?%4_J=aw%6QJ&T
zMHM+twJ@Wd^5i3dOrinvtx>z-r>7Q=ikQwBOLDVA5`<#{d{b*2Tx6e$8&W`~-uk<4
zzG{Tg-u>g}1LxMRSNSZ%%(b~ee}1Z#LWvBB?k)Qnu+@WZuz^b{+G^;PX}zb{#Ja%!
zCyvuRpuB41&h=xE^-xSZ{ioKla_lJG$0kn;<vM*f8k-^Y?PDu%;&N~Qt${$u>tFbu
z#+u{GV4IHC8Be*5JPuUUUwPKr_bm!1)hN<JXV)9OS$8I5eMnTP(j}AppVS7sa(phV
zXkR~7YV-4z=B+)htXqyGUA}&OEo4skSZFqE*nlG*Qc}k8Ynk#eo<MWI%zhd96u6<f
zWv6n0(S)joO|jSV^9LB(_z%vL4SoOk_bbciF(NUZ-}N6;p8iT83zyxCq_qH^C+dXY
zUL;E)R36ZM#C7`XmBsR#oQp?B4B^ef&51ISm<}K>+PcOd$V0gL^b{qA{oL~o+!|`K
z;>NFUzl}uCNQf3g(v$|O<?)5qPqTzmj3*r>9?hkd#X*d?$ZJyMY-elx5gvCk&>_wj
z*iS^af1y6{y~j(D=hNlUZ_G6}d4BDXpHVWsyX~er?;0w6$<YVoQ*836lT6go_3o7z
z1kT*(r^)d+zT>OrE{e@2yBMa>jc(H^UitColuy!neUkQmnO8n)Eug&km}`&n@w5z6
zhI^f9KW4TCu!lYE*Y~br&b9Hc+H~ps>7C)VI?a7stB1IR0#Ag|QVCDY4uqTjy{N>6
z*)i&R%qxO)wy1+$3kxHI>`(y8RQw6-IfRG7&TjcuKO3P4l!n<`;*u(p#!nP}y!eN6
z(<qiX*AwbFd^r#S15<WhKbQ#}7i5WN_{(Hs2FetfQ4?by#{I+rRGI?n5uuw9dml73
zl4<)f-bKKUX4Kdz+Nh=XEnJ4GG&A-TNSycuUl>pt6(Oon!RUb27xweXQeCM3fMgDh
zP+7lLU&|3<6+J*>EnWBe4Xc^@nsY3zujNJ49PQN>E3yI(uA146uN8j~2kn6WoUXLe
z;Zfc6tr!atD+8V;!j>eU1n+*&n+H<KdL=Ry0Bc(FytDB2T`YQMzf-FDm~X1iuHPWK
zG_^y-{Al;$o`$yORh;}=yMOPlZ`{i1`Efbf*d#*nt>o|hz1|<1j`^x=FKtsVtT`GL
z?!S3Nsq0Lk!?8-$M_wUS$5?$#`IcvkcP=ll-<omfsCCzXt^W^oJNn?x%YL_4n%QE0
z?G~I_KIt>a(RP3JtEC|kUNfKaxfd%&^iM7~o?PtL{ySL7dHc6&AnD5>THwq;wt)Zj
zbEU2})sfGihcJu7&@}vb=f|W5c!YqMM2oc3sI2G2e`35o%KolAr_CDH?x_j+WI+){
z8Zo4JvVQDS$A11`ES|!=sXJ^x;yx$yEvd{e{yrW5hX6e7Bq(x89q@atf+~nhk?_0L
zJ+PLzngKH}sGr2ps4qqA8UMa8QvW*&A$<b{o8IDE<h3_yVYl~e(&T1kFx|@FmclE*
zylinn*J?wbkUz&#`<d6C_GyouuN0PY9rP8yUXr8tzW82xCEcd?k}w^rz;cchVl*~<
zdAH@cbF-U0I71dMgZc}HIiWg%;7GQnuU)r}tV9PeXe{!s(VMW+!Y$HfHH!}>kGcD_
zuYc|+dYW$jl8{)iO79$xlj9lTawYnyi~XAt$`5XM*S3Dqw^X;n|H&#-DQTOt4}Q8u
z3329LqZ@KxxoHK8t;mrW0pH8C)45$%)ABh!b|?0VJr2CKnr_G7Va>L-_?cuLx-OZE
zF)QX_nJcR=>p3Y}h_k!TcGq5ZpEkQ{|H!53Wv$eHwZA^MK~1Ww3(DU)nz073Pvjwp
zR}dCfxt_e)&3dSKMKZk4bhi-7GaBG`UCHz<UG}o@(a2pD625V8ajpDszgK2ZWsD+_
zzYMCkl>RX7_yMUcvN9V0k{{+j8sfCEuM`7(&>E6(!l9_8k!amd9iWvCv?fov7whY?
zvcS>4q60dE@2F!<>`audQWmJB^4Y%f<<L{qOsrL8zi{vStt{$j+;gNq@#w>G<NEc>
z+fB{U1eDekahdYbTnP;L+x15TS)ce9*he6mZCb$zn;DP1%QJWuUZ3m=>-^|fyiWcW
zqbS8~vp;!V1_m=D0uEY@exj|ZW_R8kHN$v4pt*LWF;IHwao?WS97BQeb32=^an>K`
z-Ddy&{_qT+SBLcl`4fDGd%r~1F7>RcO*ORcvTObIJyh=N4dd(n=T|jan9(*++NP+B
z?%TUmvHeZq)cd?lr9>S>P&M$OB!6m8P&@M?0;DcD(^q5M4mQD4{0lCpR?o3UKR&qf
z>*wJkDF;$TGU5+zRSBTn-Im5E=4j$gr}-?m+p9o-VtH+2NO&%tr`fCUy34XOcSY{f
zQ*R5JAFzwlNv#<D*}U5(q(vnDlndvO{~bHN=aQp$Dm<o_27d0H_O-al&lB*z<O6>!
zZHt=kneg55FM=@7($0Ltw`R-yx<emKheUT?6L%AdqinkQnNuu|_jUg~TOe-f%5^i#
zj4y|M6)qmzBEgh?kB0NoXrB?E2J;p9p-=qGsj-*%R^}@Qhx)0qmu+d^O==at`_^HQ
zqkbrdwRP9X5t|#Vy6+W>ca4#hHraRr+UL;hhVqI-ZtZ)2qI~6mT>@1Ksl^~9=ppii
zO=X}ab2+cy*x^<1!hdJ-@>;#Xo7~KTGYLDoYaXpujdfuRj}Z`6qxP=x6{8n-@%pyM
z3+^1v<_|MNDI-GySM)D;E@($a|Mrev#DdSnWBoE7kM|6mZw!*$S2~;nhJ+)$LswYD
zR|`bPSq}6I-l}}gZ|$vI_kGyhV^eWp=+Nkcrn!BQPm8+lXgQ`+K@SD+qecbf-K}ap
zZ)MqFYR1(4BS1Moudmzseh=cxSU?WzoT+(5!^dDNqs}iE%EEHfXMZlg?l)jLQ9P+F
zawbUJTQBx=00zCGLStLp)g2Ep%```~dw3{u1s!*!QWLnYC~x*GB`j^kQ_?ic)v$hR
z%U^bnpPY65hXSnJ7veYEilog!fYqn-+iTODE05IauXIq@E(xD2p@ngWuxT;Y=B6K7
z#eGZXQr{B^DvP?%?gkcsOe9{ZrFYa>%HBKvYUt)qv3f7RjyvA{5)vo%uC2IKgr#Y(
z`W(wit63>1ZOR;*;my|E%PD!iRjcKewbzoEL4yFtw&5*?3;7QumoNHfR}L~n=UpGx
zOISC3$vk>xxjmqAhh&Xk0qu%!I`d9fwx_yfrVQKfa3~J0p#(JSlUM0DRhRU@fA$i8
zDN-9%vA1@w-na6%=uq&R9^V*r*u*G<36YQx@A{4@arDW6%t}cv+SYS!d#ULw6(N0g
zbDimF;cvN<Fc3l0bvxUawdvmj+8q%3AXLHR>T9RTnZ7EH15xWJ0`u$&eNEKS(lP8D
z22XOg^_*+n6m!kn#VK^V<q*GE$fd8THlhB<xqWttJt?r`McYx9n7!_yk<JfM#g32&
zg-tVa!*?s*+sCUN5}*XB)meV^yK=r_@$Qoh`p_~tY6;cRn{H<U*y}r7V)iFW9`ViS
z`NPb3Q$_Tf;(*EVhtw32Xt~s5nGW0;d>2v;F`2Q|ac_v+7HjV!Gn|~-JM)o8_p4q(
z_u}zQ>#p&HPX4YH64kt#Pm7IA7dI!Yyyw}jJQlj=rqA&9SB~yerc%TZ1fSqd#?!8x
zbpK`)++;{FJbcYDXn`S7r|GITb)V7c1Z{mOjW^bl?pB!#B5|hcn`(^j3ca9$#n~&K
zrAUGar6(Mx(yAlbJNvJS=qGC)9qRD#;*%GmW}=pS`#$bn=|e%LiSud>cRJQ+SgsR*
z2V9V=PF+mJ=VR*As-NS=1|wN|my|d9?N#+mS@q>Oy@3IbzR_tF-x7|~H|Vb)=hicG
zynNWTrssmcf0|zL<#u*%DPKM@9u_^hje6$_`;}b&H2Z~6ol+H|-CrfR`=GVw;JQ2Z
z>M9iei!~z*sYkh1KiYphwbtA2um5kK31xnzO0|%N9%KJMuKUm}eyVEsQeU}CWnM%5
zuvh0-v+&65$6MMQg<c`UV?T6%%~%|a<c<xJG^rW8skg8>z6~cTVlBS1^70>|N~g9T
zee`aN_1hcF3FC$P+$LX6y6Ef>7k`!6oPLXZMo`+!&hDTddGT~ztVWE2-dz*#asGsi
zx+1$nZ?15uzxt{wRk1zFVQ-{^a0b-{{+%B;?5$s|SlO@Dk+xqi4OV*<30w9}_3Gz>
zmTWlHUcYlv(=6dQ{*t{|&Md${R9*81)n+a&1A`5(@BNw^w%-wVXo10aeBM6iZTgH4
z&q?9HFFp0rD)Y~diZoqy>-ui_Fo`uyLNB=6p5v)H-O$|P&mn7W`nOxF>cuSuBb#=f
zT)9r$UTv##KBDLB;X5XQHx6a`SUy_IVWsxu=RpD6!=BCk(eJH#3Tua_s!mW;@`4NV
z9*rPZO}M=nYaP}&x+UIoo8F|DL?_>R=AawB$G-omDV`J^zh){`mOOXk&83I1BpYUx
zB-cH`35=5&W9z5;q|P<97TkFLSaJ#q-2rbyr>^&pPb3`+^<Dg7CbA)&LHmeMkG+ap
znnx}&z3fBVRRU@$Nps4#Vop6POm^<~+{hB~a-*==<EV!Z<<bg!!@i5rycCNP&5};L
z-^O@_LwZByYJ1-s95;4JOr7uMkFJdiMYBS&EpvS)Ey!sd92U)C<#U~}phNAM)+&yT
z5?_rIGk7-MaOal)yGLm$pZCb#wL$64CFM4!Ssss{boy1!<$B>=c;npOnXlD5`p%^=
zG+m3V%Mo{&?XgSlfYPVNNMe(iPaB-@p5~l#mFfhH#PR;t6Q90(p~H5Q#4o3$=c^@5
zyxkPMo@at0u|}{Q5!alH>SOy1;2F1+?oN5;d_cuncB9}aBWX_eoAYidRyqGZ91aeZ
z_H&Y%4a>s~#quGe5=!Y?b?)7FDLdo%#>Pi)y4ky!-Zf0qEPicy#Vq@JVKvjprRlap
zS{7Yf$Koe1CGK$@*Sda!NAIYuO7cr4CBDJ?#=#woYj1AQJL*z*hsJ?BD&IH_-R^TY
zDoz{Cu&8zTVA$O|Y&mW)e0Qc*$@+P@bBL~o|5FN*0G@F?Vuzd4GT#S1=#=}I#ot?C
zlegN$`%%o=txrFRpYC2cCfZs3{&H0EB`QH$gx_U5vrQr}VwO@+k}MZ8s(|6zFbjWp
z9%vhCJIVQ@N{rv#u6$i#{jJBtt0zh%*%^1Azgym0@lE49B-kdBIKU~B7329|+7k6m
zr^8f0Md2bz`hhJ0f8B2T0&%VM0+U$TL>+-GYkcCSBsC1v>4ZOD**^8#?qeWTM6P`F
zX(?fg*FVern?$IF9jp4a9_*+WFZWi{VN82_UR7w~!WMqM=s+bsif<YvzRB~#ZgGRV
z&s$Ci+FcSAd%VKUQ(~M>jwJo#i=&5v4<FI<=?J*TN%PB}OL3oTp9u3k;b2>;C{7`F
zjoqhIS?tdo7p!YH1kLH!uP!YG<xBF6W1(E-%WYfMn!fu~vz2FNzIRJstwH!t^Hp`}
z?XGl`Y?GpOfIZa1&<<BG>xb!~dk%aEyP||a^Dec12Xv>qdfnTpa<OwDPKP2rxE1dZ
z#5Sptqp)>xAg|Z+{@H}mfbTZyz&fky7X$fDJv;mXr7}xsPnOR+G&`0RoOM{lt~Dtb
zsUcFL!xv0X;Z;1x2xAp8gL3lc{rnW4HZ+{y91~y@Tl{3KK!S;#TC00$Y%9I6kI?8v
zA$sPMdn%4d&T%aY#|bE<g+3eEA{?mqdQYrufl$5%W31l$pEU|94}M-we#mmwT}Y&<
zr%X$C%jHV?HDZrhY}ZfnTN|67u1lPAFzBMt2522}t5J#m%j7rXTc<0(C@5RZ9^oPp
z{D9%gaIBEXvsD~Cr%P3A(p#++&sVa^aw*#%zZFwjPCdGvd$#kwAv?85(@g%q)m}jK
z=6m&TBo2^HgUg8gAzJ2Pw2SS~+Q-!e-<O4Awf{_f%X;`w#b1rOnC7Iu#>bJ6BD=QT
zx9@u@d=!hN4L}6=6Z)%sqmjpNF5VPAk)qwy+$@ZR(Gaon!#^YFMX1!oUw~;w;fQ_l
z$++sqSZ(8`Z7nW*)`u+zHU;gL=s&kj>1jZBfr!!illXMlk?UC3sV%T}VTxPgw@t47
zKCy`1YOeD^C%cz+i>0;;$es*%ZAo=sC%;zLq-reMUEf1RU-JfsvLMIq8#Ypb@9qjc
zSIAR$31nrq@ftIpS@<X@r4<%5EYw%o&C`&s+3l?tyuHSCzkcFxf8(IDlS!UF-ydyl
z{qlrzbF~Ns_nXPy4Y}ap{WKE6Zm6{P_UtKtPL%srnb&RCd}|mTCp-u=U(cD?K7dYu
zPA5weD5O%JLFk%ntfsWcFd|DNQUmP?aS#}$7>M2eri5AwtkkVZy9l5RGz9EeAWKXi
zTy#DEDJ6I90fd>$OuOE{Jiaw9peIQO)LBf|j!<kPW+ABrzBom;9%6yPDtJ3EMj}fw
zs$B;4={Y@?_Aj(EmfWF@Ii0fpfV5@DkC6i7xazg}ZPGyu^8#_UhYG!$1)lwltDArA
zWg%TaJu?y6v9Qi{yRz1n8JQi!?eb$2YW#g?Q`Rq6%dFE9R@F`Ea0py3EZQ`-UskV_
zqqwAKcWk<Pn?g~*xr-r2%k7_*wp}0Z%xwUjZUzG%p)FgQGQZ>ktoDlU-p!BUDqQl@
z0zSVKq>hg``0aGrjil+5<v-&{o6rf;k{v7Swwp&H9%X|aJSR&WxS&F>48t>yh;t*M
z0DN$%Vo6L)Wc}ceHQTdTWj&mgS5s(6NyPp<_?Z08nS2;8(-Y0GiQ{#DAO0Cf9cy|A
zBR&=Un!-q7fi?)6fDDCrgF#PePY`)kXeMQxaJs%QTjAJMJ=)GzmX9vq%p-nN=TA+s
z$K9c^rVU~X7%R+)`2t!2i`pGp=^wn5Q|qk{*LU_WtJTn2U*)DxpL5wz-SJmiIw{D~
zsO#`Ixg-q%OTYL0b~1??0-xJUuY4Ifa&U*+xb+87GwREwa_esF+TvfC$@RfIE6sj!
zPH-#xEjkbE$3gP2w3CyWg~fABJ(`_5z2o_dEAM(ru~3mwuyc{})nwM@geAvDyK89H
zyFUC~dUI&I6%q&pdx#Y54C0!fkm@M#OCygSR@=Zn`|ev#<$O2nnNnn(OrKi=ChY+1
za)JT$3%QR7*!HSFC<Dn@)xPdTHSJ_~LHeQ7H?hlm9d!2WL%p?q<zkv=5f=qvgxEFV
zqv3!V29b6c(@?lfhX9&HaDbaO_2;~LM*2fYvSfuz;b8&xp~00Yg`1+3p=&-v*A^+k
zbIsQbX?vv@X=bMPP$UD?Mn6=nRdr_6J73-K!?o6S`DdAOi)^>Y%L*~Z3&Umc+dba6
zcr3cz7O#DDV$syQ==UdPvPf7x&(9X&j@!i_fJy-4+`B3YJExG2L7r*e&*Kf#jh8<@
zb+o0u9kbk#=r?&;E>Q=&)JdoiT%%wxs33j7P~F&TNT6z{wlH|<maH)Y4h5<TiPKcF
zHArKJi55JDxm8n&Rn4Whi{N7R=6D82%1t_Xyr{2?`C2aL<t^P?eS+phrZ#pa@WRHR
zj`t8B5!o$Pr<5uI?iR79la~{lrXMU|Yc`1@xPNNukw9A-ic~Fj3sQ|eGkExtiT%kk
zN9bhnk{9FSrTx;2p_zO6b{<&2x<Wr>aIX`;!OP2jr}BEkM^|=o-Yr;|D_ID#YqUs<
zzZ0sOH0_pr!gXJ$Z#?a<+Vv?%j@*~89R9hpeK^T|yl%9j^XVg}gIZ><M0Fw;-)x@b
z!1mFkQJ2o*rA;}ln$P!@t;f@N-EgDcaT}FGSvkjr*50DIq`0r0mRdzfZu{GBEmNH{
zGumWcMVMzKU+UCbyb9klZaOcc;m`O)2)YW{;?0wuBgDha$_ftg$+8b1@F7|K6e;s>
zM?c?No3InUeaFI!cBJ`5cMi8N44ktt>)K!<^b5}tER;?)RoHa*-#Rde%T>jvAF;35
zw8^<h8L%XPZoGa{wT!Y+u#3LZlq}!6to?5Pk&exftmdl<U)^|id|O<=Z|5;^%IvX@
z31yD6nX*k2^F(h66Yj5~${N3j&Gw^j+z%YOqg`#zmSWBpWlWQj;;zAD9M7?_WF!4n
zY7^#5#U5j&^vnFKnski=2Fp^DXLKxmB<iM<zPDYDeXo`^tS<WX0)-*fZsP65enF1X
zhUeiaE?u_|PDc;j-Zx@ue9!#QOKfD`rIxj`s%om@0W)<Vt;I!shV)f(ziorn1VnB{
zo2>V<9B|tHOf!OAXf(aDGYq#*!&VD%eG}KhN~84j^x27`_J8|qp<x1)K!UDh&)&aF
z_~^MPEgC#OH&2XHTBi1q(f@}n@vE2{0-8S=6?K#=itD=O&o^!WYAZHAo(2FcLX7~b
zQXa{NuQTUQ?wIa&tesO%>GCd%KE2oSVs7`IE>o`Vn%)YB_HU>F$ygLG$w|or6v7*Z
zT+du>KKNi(yUsl(NK@puKP<xnPCq|3&-}JzY16z|$jmhI=Jq)XH|TLYdk;uWDP{X^
z)Rv#2V`i@A<&;^kW@{yVKw#~;eQZT#+8WNU$6613UL~kkT2OkGVfojkGr?3}ZfMEM
zCBIhSQxlMWP+oQJR#ZE~^>9v!C(DYF*H-6m*~Go>&8{ygFEsMUy}9^&w63Nsz8{ha
zxJu`r$^0~wqxj4{V!|Z0>+T{uHV{`mv$tW#G!mt!->bv#Y)9u?p)Df)4%2JHaWN!E
z;J9u^nArV;bD3&h7g)gEf3?tGvI=WRz5*S_S;z_hErTQ!-=cMU4)!9LEl_8?9jnYJ
zFIwAEv$5i_CUz4DV6bgFbrPGJfiTQDrupY``owyak0>rj<Td&DHO9Ml(6nqDKbgXj
z9ZQ!Nst`s?t8}i~S7OmDsU}CB{SFoLhidWtq9dy5lV<Gn4eVjTn_h2tG9+a<UvVi#
zSV#PE>s#54CPppgolFPbit8EWgc{F{{<PyR5`XuMdLb_N*Kf)vttw&VCZ(S;a>ilZ
z_JTqos|4Al?Yp>R+@&}#nG7-ANqOG)(t&3A$F!V(rRG(XjkNwAAA|N!{b*vDt9EOC
zsd(<IP&V~%7|?p7P8MsFEu0WFN(ess=yS%*PQjpf9c9zEgR*{5r9eBv2Z!>R_=s@9
zQz(RE0HYbsG;8lcaK8~X!?Mpov2Y@BwY5!ko<CioHSyzvenMW&46Yha--X8J=Jd3*
zy3LaoE~X_yxGT>5tY6E)(J`&Vdu>F*_xyRXUj<*A(`JX_{()>IZx1t#bYr$y@1Jaf
z!VSwD!wyWs(%Y+K5BRtWTxOMSnre1Yx)A)((covLb3s0farN4OPa-{&o3h{kFw#H$
z;**2MnM^!g^zY=8oJ{XfD+_RzS&jHBf7`fO&(X;&H|SQD-!r!Lg7^ey_bsrgMy_73
zCh~20cx>AlTAItOx&lx7TV4CK(t8~K{u1Bp^<d@9u9q3i*QOYoXG8_fFXeH0tQ-Xr
z!9Lq;g>!jv?nw7?t#d#9lX5jt(Cq4^b#8`fp0G^h?-_hCk|eiy=C^6om)+GIFJLIQ
zK{*Hl?tb{YY8I#Vkagfy-qWBxHIh6GI0OGf!Sun7U_u5+e%=Yn=#zzB$MUiJ$?%gC
z<Mk7i=O~^^4pU*KQxC>@x6LJ9qqto57vz$+z!awTLq%M<gJ#?z)L^?fb9N>$+y-pP
z;;RJHJ^28R4`pv8P8UatnMDgdvOVXv)r{XD;Yr@N(wflFqRXr^Kl-bTPX!8HH?yDi
z{9tXh=UcLpp5eXU9#3l;xr|*(nfDl!8m6gO@-dvd?)TQ7I?@4~pRbpDd2v7KXZ&a_
z(c=~rc9mUCXl(H$cLVz`pM-S%4GfxxGT%F7yZ(La@MOuB?a7J*d&YqOJNb<=)1?j>
z{2c;{iW|3A&u+ZfUqn;u)E|Dr;^KQ3+EaFa#IHw1MIpiXCF4#8^2b;)>0zdYQK~jF
zlV?BgS^u*|hErZ1kO;-Sd_AvU2UJZ}GC@>BT9d>a;jeJk{W}AzFV0A-7jc`hYwOnD
z^KxXTU$Pv$1kMM;_rhm|GKa*=vASB?xmT9#Ydmc9dEw9G!9#J@Onb9<ho+}p<=1CM
zM@N^KCVXe>63yzoJgP0S@{rwn;_HAU6UE^U-&FQ<-org(Mxx&n0=5pRc69&zsxM>^
zsITc&6(yk(RvD73mVLCS^Y){JzmK@yj}+7ut`>GNJsO;_Zr$JoyWGX+qshX`n{+FL
zpLwN(>QH>I(`xOF_(r{}X6dAhE}M7h6TZB>4bjg9y6EXPMA5R8B#KHT2A@CS?^3cc
zn3KMt+3#+NK~(hM^@jeG&_T8=_vR%}Jy9LoK>shNCzLNx1}|08z4#QLvr5wM-alIv
z;2(A!;j4r1S#XpC6Dlepnt#65zQp!O1n^szD!b_}U0N}(mi0$mus`=E_99|_J4-Uu
z&9&Gk=Ih(z<nhQm+=`p5za8(|vv29@X`|4<z4*FrudTTc6`iai0cFw4ND3?nJyB3(
zm|pGK++k0}zbH7k?$DdGvsxma>;Z$B8yOpH1ZF+16c&ui@j|+*+v(-`zCc3Nq=-s#
zmm--}bT)nL7$vpJHO8EWa%w$ZFNzuO8hw=*_?nPln5=M8f}+Nqb}W3a{B~uclJBoF
zVv=|zyqPildR^;V|5d4dA1?po7t{ErAy3PYc=LtQ<1~Zdh2Q5b4*GscwTXJUaPaTA
z#U)i!Qzf5^CBGKu^cgoyT?<()d8bN>A@9it>VjMKf67eir0YD|s{`;l{+(I6G=q~9
zd^r~Qfxf<<T@<<w;t9<DuqBMWIx)p@BGNM?H1tDCbhcquy>#R&O-|`(s<RwMANtGh
ziuZcGb8&W_<hl{zC5kP=G`v?uENc{?%<6sLAH$U8b-TOgXiU$;Z#|ql>S$>q-L_hP
zwQ}sZdSP$c*DKoJJSB`BJYgua&IsLe(KnB?b(f;7;n-_~%q#a)U3YeFTT7i>CTjI7
zotCRX8Y%A1@Na(A15R{1Mr3`r(5NCR1!|3;*QlVV+T|E-d0NeKLD7TMzCpB@+04W&
z_$P)mCGlre{8r4;KDhU>p25xsU4vCS>1pa$79P#K=sGyD_aS|>o%>vp-rbg`y+5Zy
zq`sXPUkDuLZ24Wqn^$Y$DED;({d%djgw%ud4&h|us~?~F^Y!Y$>Mx+_fNTFEQT*^-
zJppCqJMpDP313dV49|3y(u~V0eWc9_cDw?~;9JF-px)uPu!wOeI{)J6&NqAsb(_?y
z)=a52O`QE<si`;PTy!h!uTq-5eTk74qw4uA4m>TgU0+`tr0+iz#i~m_7KaYg^w5K6
z)|miM=f70Kv+y^IL$R7~g8!)~a1^-kFEHM`c@uR&0DFq>OiX*X#_#VM{^g+u1y{|h
z9rIGiHCq>%$V40F!E-J8$dPYdAG|HgY0Y;iU*qfg*qb;aAe?B&)w}B~x2_uFuWAqZ
zo5wfK{4P7_w0xf>s&&LSDu@!Nw?S=m^T($nI>q0MV$&|H*76k9nHuSh8;ur?nLS3s
zO^@)S8kWuy8Y|+Dq}oGDYHZHCcqm&>4jbhGll2&xpVqAB&`Re3i|w{%Ym&~E!}n|}
ziWkZ`Ee?IS_Qw<{Vhq{O{y$Tfl+9R7g4M!I*Au&n#F`UCgx3a)3I^sjRy@?-b%epY
zQ|a1^jXJO8yi|^Lv8KNa_`aHJ`G=EC(qm8i>^JvH%-Pawj;S!SVFsA5MXlE2`V{6!
z2wUJw(NUECJpV+tyCU4ff~6tpFTy(I=!_4i{3+T*#l|<RJQFz+xc?S2UqcK3Ppcha
z7y4VTW*S|tW>OA062n+;(_1e-L)-q9?v48UYg0qB+|LfrGzGToYk!dZkZbDRI@yv&
zwW;_n8y-Aw*Q#x^+%2^1vN#wkTttLi_*n8p_pz(JK3hm_Q5zc}W5FMCzLi?^X>DC+
z^udA)$98ek10sHc2oSxD8RB4nM`;NkPF0S=8+*9#Mu0DG3y{w73zC|YKO5QKZA$RZ
zF}*6Xev<lK9IpgKbro&xF!fkj6ANYOGrKG`thr69+Ba>RnGGqeH&kL2lrA1m%W)08
ze|J-o-<;iFpMA2X5={due`(c|@6YA){i3Gdf6=+P?Isp6#=Llfr4Md>e&abl^Bw!G
zb|lUa(E{;!Rb(Q_f*~}Wg)a}b+}X?X!P{v+^5xvhY%YQWml*H1^9zXvH%o62S-!K^
zP|C`OSxMMm?^rgy4}JbU+nEwo=>>HWDgi;w@YKPhDmk{pQ*AU26jkNl4_$S?8HyYd
zUoPI5Y^*c1!g04(!B6hoMWHA6{<bXHaf>MJ-n4&ek*(BukxRZctf4~kK=*Qo6?|dX
z7;^cvQ5)?WHE%T|Jv~aS_PcT8ht*^s&e@9FYxJczM!`^X``V=Yd%2ql8NyhGsKDc0
z(@SPEIK~H(Q{m|VjDY#2A>)%w=^l;)*0S{(_E!pwsGiQeKKGcj!u5gru@Cf~&OF6Y
zn=Cz3nl^3luua(*?d}%Jc;9Q&6QycwEsorF?EVn0m!_aqrF3gRMZZQ=A1rD4)x2*x
z(9SSVu01PXV|bQ(=ECWiAX*jCpZkTgn)7Ge?DrpHueA=}6@SEHHf%=oxIPP|?z167
zjUj9L3HRDwUIpEdY4dFjfjTU?$u?dU^uKR6KZ>|SBglN~u;wEc`pc8&4SxL+r@Oc>
zyTF(%Bi97}PsC+vCayU>XPMeZNO`rqozRyQo}AhT-cA&ugvk2#={xl=EC!#w8XtJp
zSFxEmHzD4QQlF{6qbK(tY#B+g&+i_CzcYQ-tYUTii)UB4UU+^mtu&!p?A$IGWE{t<
zhI1dd0t5mH%4M@r0YIE+jIHd?&<^&~R6adgygb7b*}9sW$Hdaff$qcoKgY5u+`p9`
zX5A3b>fFdI%*3pL(1gpAS*^ZHD@%mPg=Y)@9)K|v@h$Gg#x<DI@r4BFG3w{<Q@S4&
zD*c?Fx`LnfqH?DOEk#e9!{*o5*xlX^=WFRWDNjDpxC<^(&l|6K7U#!kF#L5|BWlQg
z6?N#<0>|2yVsSNhPFor&uia$ze|UTIXe|Htd-O3RNoXKtmP#d}!C09Zq$D9^45<v6
z70Em_N<srgNM$B7nUYGWR48Q1lpzhIL}y>UKkKaZ`{SIy&N^%Pe%{|C&-2{(>%NA4
z?Q8F`ulH58eu)_N6z<wknBDoEX^VwF^_k$97Zhx?b>%=H<LG$ea%7eAg_t)6M-=qV
zCLDdun2|jE!dlfRq3ABzg2Kr{9Wwk7?Ord+d^9mn_u`WEYzTW*Slm|B61J>5wARf)
zsM<!(h0ozp%1&2Dtq%*IVx<_{^_VJC$^`2S4(d3HrQtSEB2$!1ET8vy)ACBj@B7~V
z*_PoauZPEG$pC?mgxm<0`95T5*>RuI>~;@10n?xhRpA457Mkx0Zv~$C-s$Ujzh-33
z9+TbY&TgObJ1FGzM&Qrm&}th|$t`aJB9{$`I^BHxWz&+-ssZCIlePyIe)K)#|I)6q
zCx`t?Z+GX@*Qkt=Ca1I6PCa~oY`2b%r@}n4y&j8smN2C2KmRP#ma1Pr<vL>p*)&SI
zQkzEu#k08719&)W=i+{&Qx77}@QM|OE7K$)$)}$74tC%Rq4TSWP1)4CG>D-<7{D&D
z(%{v_l#!Xk?5?Z_<`>7vn)rwtgE@`QlzUco(Ln?-_+J^u4yAN`J;%4U`tQuot?;(v
zfcpt`2m{$0bdI~Yxw(~Wu`o3iguaR8=ObYXsuw3NyR|!69BmX=5oP{xY&pBOx1iVX
zoU9{$;boeVDovq}&Wu~`cIq6owcK|0biT4j<kkttdo^Fe-i2S}>HdDab<C$v=ER>f
zi!XUR`@@(5R+M8|73kCocdJJuh3#jF?#O=jR_O2QnpaEqD2#XONPhcl*~ouMWoB=r
zf#f3ao3}$MoEU@)7RV)RoFt=rW8*m}@!`n@!=J#YyZb9u%#92Tde_MxJ$~=*-E6HD
zK=`12g$4UTS1(yHR`JNYby7QgL((eaN5x&&W*TOi4joWN9Z|h+>>@xy@YFDp82Bc?
z^`1Tll#=6hntN`1!`=yr{F+${X)>v;J8b9wPM~t(d%w9(hsM_}2((fY(`}aQlHJ{u
z^-xZQZA+3yq+j|h`7MY1UzamiPjtQdHSQERof5pfs7A&pSXm@JuVnw8JBDx=>iP34
z(A?OF)?{X;I{w}+R+%mQ&`LL7|MsBKtV+f$zX?T190@bBFREcQLYgX)($bHyDn?S0
zSRivz+FqM01#@wK5+s$Coe!m9NWQolkMsBtvIeRi_;%AyX<#CM{W|B>F`*qNOP9jN
zB`}Z~MC+mlW-+$2my5@;jX2Nc)w)Q)+@3ub+C7lOO){E##j&@DdY=jYdHdf#5+-`P
z;npds9~Z_i1qU+)R~j|5?kk#hna7;)ESY38mNvYbI4HqXDWk|4a^qQo!8OruCG1uQ
zPu<#<`_MEfXzPZ~PVRZSt1fhYf6-4y-n0%3=!&H3@os*6zA#0yH}lT%)!dbTX*WJL
zrV6DjkFuBMmvr#kp<v?-7e@36q~Q`*R1MTdXIggpFl3Yr)!Ys6nR(RV=@ke^_E;ln
zSZ%yIwvnIr<U$pRw%9{@M{is@I58K3WAS`Xv57>uI94%O7|=6hhSS~ccLI<c-%Z;j
zhi{QOBt`?CEi1%WX*>v>9keA_hB%9VY3!%$)2i(K{{Fpti9L}NotKr|SaWo~mNZ&P
zoioY1SFqHKCD^Bj{p5EGzWwliL*h<mRo)-rLhCtZDOOmu{CRZx=SI=x%qPFtif+|D
z^L4#+b%qlce-wZ4m$st&YA?Ire&qWz^Tm6SusurzclL_T>-L#d5LR<25ZdIxkNp->
zf_bIezyIA@(;^<f((hT5U3Is{Caw2&;_1!K9Fjh3up&wf!we{~l41|G%OU;KbJ_Ab
zMv%~4PJ#+tV*aye-KMv1E01iL_$;Ut6!u8u<EX}WwXOee0~dxroI*O^+ufQ~p9_Vs
zu+mbWLPxTNIsxg|F_=Iar}@*8DYno(>kgH=^)x;)bVBZ*56OS7yfjS5TJ>3-mxExM
zk<l=#d5mB6;C`lukLIaYFb2*(>r(WH`xji3AJ^XgRq9uqoF!aiGbXsA_F53f`5QfR
zqmt(YUOd8|{HuNRz=6X#ONSDj)(60aZ*;V!+(#b9<cGaPAew<1?o)sNPo+*92=ZY`
z``imTyE`XQy@2Eet>;BhCWR|w82HC{J|KtNlE&bMW&%hGLz8CEq{F_(>yZ-$X(5+w
zjq!_?iHQZ|4ZKQxGEctE^83#<S!IDZ1Y%&FtiFtwhQeN$s_1}hXE;wF0Mx}GCYNoz
z4YqFufz)KNOB0m(Ei0m)c5OUpW;UXqa~K*=xG2kZTpa#pnGcp@dZxgEWmsG^G5P$q
zfQAGox6Lvt=Ng?atGoD$d#P`V);Z_DJNcIyyxQPixi<T+VdURWJ3k3ZGQ?Q7zdXlN
zQ1^jXE9hqJ)6Hvl{`K0-5djR!+-D>oSEX=&9iR(xi6DYIrY>8478iaOg{MnoT-<qV
zZzD?F#vVGYs=y`@sS;mU1&6|BhV@?P=AlphkLwKF<3A}+{>K-EhTLNW4sh5)S&BbY
z4N(5A)}l7qYr7|5b49WR%&`xrCk{Hi&z*%<fHKTnnX=AT*QLOJhN>_2cJ0kpMDL<>
z`~3NCu;&J9KVi^0+1fGF^z!(27gmHK8m^$#fmBOLQ47SBuI#d{NK0zffR0+yYX#mi
zH~9ZplM0;vmFmrMY|r)^ugmxF|Ke!zXQ|O<rSLhpxSHBJyy{td2E6=&?$jj=r>-w@
zzAdD+Or|>TkEcH`L&YsO_``yETr;{6=S2h(oc_K!rsCYGn&oC-B2`NJ?^06fd%utU
zj*=vCaI~i|NQGt`B>nv1Nrm1Rk*g|KYPVnVuT_$g{&4QarNg5p3MQ?}@@ii7qZ^h&
zr#u|d+HGn027QQ+)Iy&Gf>EUQ0_3fBsn`_RaY7mqw$0n2i9$pcNT&b6Of$dL&@8@K
z_h*WRI1Fl=JmPac<>dFDgl^9cs5C<+duobz6&D>NJX^GG1&RB`ixX0s;>vAUrngBf
zfG3R*X7bPkYImB#yw_^v_qcBCVvS9&Rd(ndG~$RjlO#Cm_A$Boielc_(ARkB`C1*X
z#m3ktsuOPs@NBITNY553i%}4K@vL&@%V%Bp+wI3TO2f+;G6%!WUr~<kL!`yN=|5?-
zsS>%Ui_2v)!8<Z`TF0M_Sp*gsYEr(B0F{H9R#<Fovw`viuZTzlHXb0&PdL0$iTf%t
zX~HQamn`h%;jlq?f{a8kPYi;tZ*20c2PYN}m&ZZfOI147BEO<u)p@*p0hcIbI6Tt=
zpbs%GyNmhS?mqoi5F<~829zYTs~=wy{P6TEUiUBeUu-O}t}b#p@;s9vtJtu7P>M4`
z?a3br!Pa+yx!;AJC`Dept|2=)c}Cn+rJV~agEqFpEMmzW%yX{3oQ5nM3_AkgE0X$C
z;EBGQDS3<`wP0rY;6SrElqyk)5dNR$DSdONL^Wg{=$UFZ_nAk96h;RbL&~KZ`}On~
zSL?65ulaUJ-@@W}UKv)U>a`bI7IgnQ^|0N|@7pJ>W7}Lgd9}D)BraFpl0G2qY$(B$
zSDTiR@yFWKRpG(O_Wr$V<?eTN^<A`j=qfo^;CK6hs0Q|cFm~??bL@{d)UG`4sNw$B
zxy_^5%<=*&<WQt#m_9*I4%ZczjRJhpbhPLtKJPW;r3Z_>?Rt6(uv=90rPG$VK6lgm
z45f3V9KcX`Fp8BW$m{3${XIRDiy|5X^42}CUbUZ);ME#U95v+9($RSga*>T!Jk~q#
z_^+&kYlhBjwzUTfIAzLzEO^^nI~IN>?3??h^LsLQCR=YwIx(vSXoYC)PwliZoNuFL
z)^RF6F)4i(uX01uF+1V&t2b9NZVKO2I3da+Ro@Nw)Pen_4GZAG3+cp9a6q#cGt)x1
zWZb+)j1}7gVE+#sNQhd0_radc$2aV(Glru(pOlgR*qAewQ>9-X)(~w3g7nC9|Ne+&
zJCZAhU_O<&SjWnC>0c=!(MkK_d*s_$L#@UjjMW4A#O)3a=^h-g*I-Ad^jNx1{@QK~
zgPPKn;}t>qb}AolGWT0~_B-H89__J<yHY-X<CBhh>I{KJoj@-rqCi9tm8MTz);PEv
z-6;pm1Mc5t%;YU*s0eSclc}`#JX_=2u*Bf1+*;n!kMF~ZeB$cY%)OfNxa9nyE5~1i
zbepc_-@=kzi6x(}csC}6`z04CoSIyR8J*aIGjUE8@}P`D1gxjCDu^~opg$Swn5h}?
zp!2+L%#|w%0DqvE6jw}gQ(}=tVuiztbv_h^X?C;u`SmYcjGg07jH=Zg9oHh9LL%Y<
zt!ALKAXoK?(e`s*A5YE(w+YdRmRN53&7AxX_Ey<Jj=Y$Slb;@~XG2K40^vQjQ%d_4
zO6KfUmRwi+>-iQf($&6fjoyN;AZ!K6jrXm7>!+@m@MhE<_M#DKfEXccqyZVo2tHKW
z{zj6TJGvBErHke`S?zljw`$l>;`@1_qGd-ECNHqL>lak7PoMf>Gh(~;Zkvm+!Qc9z
zeHpV)P#t(FGSW&u?9M;S3%JS_*KkT?Qk2FfVKw3{0_@R+1MbV`CWnj$=i<Tu8@Q_E
zvD$9i4JJ|eXrtqX9m37^UefisO^XeLBkbbSK1*RmxVXjxpP#yPPBx9gGvd<u%;@EQ
zj}JjN>$mU}mjc&^IUF3fR}CtJo`qEnr?pUQnZCqH6=6)GQ6QR1;|cEi)KK(v#h&ZI
z#3Ojs#vak4xxsFj?X^Iq!jqo+;w!FP+i>-Y67OQK-eofn@0k_I4xYcO>^#4>qEFrB
zAs6Q@CJla~=d^Eem%?)G!8In%`wXf;B#@zdhW^hIQmM$qWvf{m12-oQ4-8ZS&m-aD
zhNuU5QlR{aYHr)+GNBCd2WUX)jIOU#ajN$)mRb5>{fSqVLKg?6Po&B-Z7Sa;9h(GJ
z-??*-h2d?_%+DsY?bq1(J*=+<64nlHc{ZM&!*cX{*0y(}>Ng~tCmIibD!&ylEr0sr
z`mE6q@d{xmSSxr<2<~1HwV!zo1AjvCORdMTsTr{6E@CAMfpQT{N)B95H5m|mZvATp
zZZ+k(1;5Ygq_W(4*}vO{kr(c=yi%&Z`p5>?riaUO-w8t;h7Dc&o2Z?x(4&MgAe2y3
z?<i7<&RLVtQ++a=`4i9Nq<VCG>&TY6dAlBk23H*z2nl^Ir#~GNk;MHcT%-P>#xEJW
zs$&;ugD?EdHW+4PX)l!J3_>`BTc2}Gf5Cd_jKS<#4d@N_+q0GiJm5iS$2&&2gZD;Q
zo}ONOj%N5Si3JUhRrah{cz*jbJL^_Jsw%<}c^iB;<a&&usFg(u!je?s!T#5Wv`iig
znO-2)ZB>nMmzCA4E4(#tUvmu(oY56go@<!uRaAcVs&hg4{ATkC#>!h$A`K4<xX%W9
zv$C;ut5?msx_brbhE9L3fM_c-HlU4+TCzOjXoVDq7abgY6J1NB`=i0KBQONP1`EZN
z@9PiRfg=Hby;MW^xQ6LUev;DWi8VadpAfIT@1FjKBX<6%5M&b*6G;d9#&8>y9FQi#
zl86(8rg_rChaa5=CR2zi#b9|5znSTa>_Sy{@4FFRYac!T{9{1DeL?=vmPZBiM68+~
zEI}}Ysl;+zQ(xb5?Tl==al_F!At|ZG*3o=dzxO3jsCMAlhx`c~6Q94A4O@U744dyj
zOW8@)8q#9sD+LGEf{6h6;g|O&;sSUeXY%qIuNHe(+q-A$&etTwgE)kf%0QIm54B34
ze`TUc@mcc#hm_jlhVU^swO96kO;CuRm-u|KQ)JC+mw~<VIS+61t+n`j_WllYweNOY
z)hrBIqIZSB(h|4Z{h)HzR`L=C(FS#h*RElo`V=)KEahV_YUl3Vnuiasusbsl#(|Yv
zkPOu!D?@g&p;o`+uGJZ{i=iUH$Br{x2sKPg{?IoGOBr##v(GVF-L{F~cq87F99u6s
zPXY(mALf}{(5=WWZRlRmtIqIVQw_C}fW+eYAFgxktkVh3Okj1a5K<rcz^yw~?Q>-B
zRyHQ>F+A!4S9jyVQ3pbI_FU=9#y1v-_}F_6gdSFGL95v!dw@H%>WCBuoxG;ss%3iX
zuI*NE>*Iu1Aq{@9(fT31Ur!P=u-z*brW#6Ea&aucyPk7q`Tgi~6LZAcx4#(0N?x;>
zSA2bh_8<rEQ>M;P0jEmndXAKQL99mVQgB;2aoF@*|1Cc@;Jkt}Lf5}7@UKf4?@&&Z
zNmE1neGDSv%|l<o_B{CWOnA8J!Gky6Y?PV`gar^JJucn2F_bGRj7AHx3q+*Dj7tH&
z)u|mWqDMirK~~1d6e?1E&WAQHhE@X%aLKJB^_}MV?MWN=&pY5Ow6Q)ny?uhzTEQWb
zGA+6kWxd}a@jEW9RZXZBmXTZX?GMD39LEtxyn*~pkB#sFAVNAfRUl(KA>8^CRwsq2
zD?f0!G6{1FJB^<Bd@q%BV#21_L)0OIkd&Mp{6;ho{BUUh_h4xk%72F{K7RCB&)tY}
z8RxeSof5se=8hf9wrrWnl~Qt$yGH(!ATbSjebKsWY8=rhxBW@~cgIKddOJTvL#&&T
zeS<x*@G0vsz<a^7SJw<Q?0NyOBU}{n$<VpDCkK`i46=2E8ehAUi#~**A@r$}TaR}I
z(db09<M*;>e*gAX!BpR<;&l0&d!<-ij)clS%_E{L;lj4G;_r+y1XZX0_z!5`X24b*
z6CkiD;*>l%AaG1adFRe2wz4ZU|EXZ$WQf7#0EMV|^bt37`pwNjw#EYT_88@M_bfyc
z^84*!3)t#FEa#O>;sebWu7l4!Y-XiG68`n=ZE=FJjl58*eT1IZ9}1E!7YgQba8$!a
zCw}#nw#6id0wjhMc8@5Mx;`cs<;ObUD}rVuE-d+ATPEBk{675|Zog{iw|)?fKi&zE
z{wkq=MeK2Sslu8iq1kcXA~cy#V08xj8R#3LBcJ-zH=Lz=EZ+n>muT1D_D%i|$qCRJ
zW5_RYQA$!*Zm^F?MDBVi{_BH%Ru=$?S|}q0!rPYH|JT%Js5(x9Gz`hObuj&=H)qDN
z#w+xni?8MPz87d{(Pq>FFd$eY`-z+wD>=nM%kB4DuU%gft?|Jj8%ioKL9@9%jr;rh
z*zW0nNO>5Sh6x;NL|sq1Z>1n6Y5Qw_{ZZ1E9YR+AaqRTHG`$zlti#iI2xv8?yH%*x
zTqeh?fLOUMIQ4EZyBI8CYw^&zKvB|uekVfX=?g3q9_Ilx2yQ(s2onOX_P4@gf$}{y
zzfvpIPeG%Nj0>7r1^Em!OhRB6)dQ;QqpG0U<be$)XK`x*?H`l<{3NPa@{UIrLl6w6
zf6zMd^jiZA6GX7{0`i#_9YNign9gQLT$MiH^J7Kj9ho{L>dy2Hi!FsqVcDn&XGgob
zY;uj}zp&k&H~MC$_~JBGQB}kyQrkjIC8bWEpQCUKPxMf6K-}0syV)PheMo2=>5L@g
z!8h@Ezaji1$8xbpON9hQM7~_!!pVomr09Et@>krMn&#%_)tAwoqU2J9Ntr(m)-o`M
zEKYr$MZ-;~zLz@AS05v%8*o<Z0Kdwjz&Qm{D_pUwz+CBePT!yO+7hY{u^~79?h3#I
z=2|mPo*bAxMTUVo;8ex!*+}#m_*p<}bma((D!^>Oe~Pz)Wq8<0S{z)?D>0t8tYe03
zda<{T7Qd+Px;<$$g0E;vcHPdM48SL->=g3WfsQ7*hzyXZ!SMQGPCtVrLjMG&)pc6#
zb}-C<%LqyytO<8*$ZJp~mYfw>JXqQ<xe)DzRu94+&*PPwOQgian1HN4dH(!CYfNvM
z`^Oy+cz_@cyf{2x@`|yd5XbhhYgggzACG!{-<cn#`5*WaB%20~s%>5av{dk(@o2PP
zwEn@16=jMf>FMY5%HrT*R};of?u4??dDiLhRE{kM_c>QtTH(?=73{8p3yhu!(jc^%
z^Y-1lM2Jp-wM9;hyHcP>h%euzK23w}|AT&3M}sRF^7@D-oV6ga46~v~gIB^D6xMHl
z4}vW~0Q=&MfG1V;yd=8;ZS#=x=g&(s8$uu&1HxWGcljOfbN@8@Y=)Z&?u%!8BUG8C
z>JNRh>9;S^`^}AX1QD}NJj%7uRxJsK@VH^@n#JOCt|sa3jZ>%^Toekok)eaG7;dbr
z%f>AJ+`gpkU3f&nJ<L0kF7({>06sG+clNn+gTQsy);?#@g6<qx6j=sF?o1b{Pxd<Z
z?pkc@Y_PpE4DF|JzCj6vOHdUSy<sc{-jL9PLCN+xDUhefb2~e^jjtKtST{MH0eppy
znZlgRJXLl$2joo!LWGnH*IXxJ@4sw%7%`I`z^_Q>9>#Xp4$<DS&I*&MsVNO9z9e|T
zp!StMF0!svy{EeyUTEB~l=#)6rK!mZUSK3ln%=(E$5zt3d)}8ooJDrq6q8wH>Hp70
zA&(=$JgacU1GeWfd-&!Wi$|)$0374#Hy^J1VvGppA>`S`Ra8!?K67+=0fnO1uU=U$
zEOwN;hBhex5@7#mW2g_I`*w04#JR#ysJ7m*J&7`I-1agLJqIu%{y4gYFEW`^3K8Ne
z&`aSphUtLc&0+;4aobRR!_~Lz#XAuIekcY==UG^|;hO)p?b~lBC$mB&6V6v%pZMdK
z$R2`<+-7===_X-5rJ*h=M23ygyGAnC^K;UI=%GX1mlkU7aOZml8Dx_1hM*X1g&v9i
ze7=!Z9w6KdalOEu68NfyD*?^r|MZCbRfT62%3WI7hbIz)9!}i50L+719M{7u1rI(^
z55X~JVn7y@R<(s8mMq;mH13T|z4~$xeA$^+z@&^iMI1I~j9%WS4+(}qypXwXcq@==
zm?CvMoEC|wtHG}!CoyzX5JPcw6`YH*v8~93>O_={<lC68YJLxcI5aTg*cSlS1{E%c
zEc0spBeU5o*)DL5lz*&4%?;`u^sE8$vDK^tf&qIg5vnp7MsR$-d7^s`IBC^*p2;?q
zn3C&HUxny80ZH=h?hB!4fl<UoFanmq=7OAxp`Qei?ejOBO73ZkU<d+js-yZtqU8TV
zCN^V04?O2<RSJfb9PilD@Np^FxWILg>De(VYj9G+|JpAIf>E-|X}2}eyAa4K@#+x6
zz}9xc@phK*?MbAhg`O5=D07P5pnf%zn;yG-T(fY`!ze$|$Rfq~Jsj&w)gYu(__VR(
zWWNy5btsKJT5(O)4)?^dZ~oT*lPZTQ71p(HoGzcgb7#fQ6g>!KDz+a#Yj62P_ZpKg
zFB$lvD#LnIb*A=eTuOjsaWB^3w2<62#H?Q$U*fUUk@M}WWTNi&v*(Bk+Y(sXqhw2h
z&^PENFsE0xtLtS3k`L#>?h;hv4s98TqofXx?iqL-x%NR{@2>W`2*|}lj|5kxB>B#e
z_NXD~DG&zY=8iBg4<6s-m1fKNzP|okUh;5ErIe5PV(f>I<6><sYPH<@UrEk$^I`iV
zB7()2`n9x?15LGd>7iw)i?HBJgSkTikh8$ifDa}&&PAN@NmQ*pk1uFY!{KzmM@@<T
zfDLa#Kw(Z>1>5!Bx|FL&;iZ60H1bcv<6}IukGUZ=dq~?q0$~kAP>g{U<Nc1_^IgSv
zPI2LrhUk66u!Ce55xG@=`sQFS$DS4IcBUKUFhg=UzrENR&x2GwddPsho*mn^fv{av
zw!J51^4Blp_RLIA6NR&fY_XiOBVxO{Iy0;z6klv`-?$%y6TtE)?nt<7lgvTWrlbeE
z?=MC}F*mHrk|7rS=ICNH!;E2XE~6OeX}e{$)hud;^Xa9ln;e&7wD^3ZpiDqr4<@p=
z>m1~!176Y$g)o@%X8|7;qq{+6W@-}m{@PJtJiSPkWB?DB^!i^v%S<ed`SA4T^Eq5R
zdp5UJ=z#jYH-oC|U8kPEm*ZO%xl=)C|CdY!cc}3q4)j+YUsOlFR(M9>MtSbV4f$3x
z5rBsPZ5z(YvQW6dzAWUD6qMP<Qd{$hS3Ktx%6&P+G+=?M5QHJijOL*!-#=+fAS;hg
z4ijuERI8g!6yie~dDT|Nu+C+fKX|m*u;}?A8@X$i8<q;0+$ZiLTgyK0P`JgpqOrm}
zXfA?>S(BE;0{E*Ypwr0fS<e}SCK)P~RiD3gagbUX4g`e3Xt8MI$MStNazSIv1xv9X
zKinG@Jhd1^HYQPMWMdp{uM*F@+a&ki+A=T3c52wu&X{j?G&;LrH~BU7xh#jbK}Wf?
zCw}P#w$;(kl<w$QOU<6Wv|Z^*8xAA3?pq!l-5={geHb+FF~O`ePKL{D7`MoFr15@(
zrR-v)B?ZmEJ38?nhE&664mXPZb20?Zib?QeXp)DTvJUE=cX~H8PK5_36tc)`(5)WV
zQozue0l^k*n3~T%Z~RznNoWAtx&D}F^mVU~e0qDx)|g5@G7?(zJLUuw&~!n_!dZnT
zFPu))w6~quNM{BpiW+u3?%%)P+0*mJ))yN!upm>6SBFL9c@%;umtwz{UBZFGJ15^#
z+?t*rr!#kNOob{jFh;=Ca7l=Hb97y~?cFmr7%-vwW&w#0-!16q@yEF%N20K>9a-j=
zk(rEQLX4#POhuJnp8KSCo|Ag!sP;j6PLQTye)V}2&jf~WNj*_4oV-uPR6*V+*B6YY
zOX^F|ltU)Y3NH~ClE9*BXvha7y+p#ipBbME-2y4uS-sj}SM;QI7rPp|EfS3eyA=)3
zyfeji8rvjb0f1sm7wU!(#3|Wup$mph<mrN)pQ_f@(z+42b<v-Z898?bhC@0^75d0;
zYF(J>b5Soo!kl5`VX`m8{Lw#DHe2{PnypyGac`C)`>QkZ8vj&M!I`PPZ;)0}WQI9S
zBs~1EEsnOtwJ8iBSlYX19`D!ytnI$OVGdU1fF%xZ+AMtF>9e(~7?9tKym8~4@6?1C
zmLpI_iY(x3vxE``HEn>@mmzgxHs)Ep&baUIO$C?Rbtj2+O=U4=Tf^Qarh8yz0bgBo
z`i}>-_hUDOT?|#((6?{)8<vu-`yq;Z-L)gf!q`SRnXt{r2?QSXhNp2|&(}*(3B>?R
zC&(Vjht|mO5V#pm7OzKr&}8!o$9!}X%f1&ida<sMt|#9aQiXypCzIlAjX4lOL4-G%
zE5A2hiJUjPpS!vp_6|>JYr;`xlMoAjYEwP<CKbPTHZ-~#E?Q$iht?j~r1WDVTu1}q
z*GSFpcmVZDVGLAa<fw=S#Zo?SE!K<h=)E}^#UR2S1bi1QTIB34IF~H$F_%YTDA6qA
zaxY#3%U!635l4Y+J7%V*FnT>*doBeL91|0&UC{l*k&~=lS@c+Pl@s5>9T`OhqLrO(
zyL1ZXu`r1IK9qsN3IZCQLm3OyA%noC@@K5(ZN8Fbg1Dk4anO;`!=b_AVO+P46N2Ts
z`udLsRki{ez)>Q<L&EulQrDBACKzL=$c{}r1sQN(w&F*xV1*G|)Aw>TGWZ-VFV4Fw
zCc(A}m!sV0CyCGkBfYBVwgTat&0Xi_=EMhAHb?DBVKH<{OG&9!(s|a~Qh}=U=5e3?
zlUTI_fK`2#ca6djON!U4%6PFyB!EsE1{gOL_#|<?4eG&)HC+!X?>;%k{MYfK4<JEE
zB)m|~%{$fEAsS8u4%7&MHb4n68anOD6dRx%bCi`-#o#A{sXd?(#TOkzQkdh@%fgeF
zk}j%eE3l#BIAUhu9FQZ5ib~scub4G3gXG47)4lzvA4bUQiG*r8F{ti;AhM`GG3FCb
zcff362$WS~25INzi`f`l-(Xm(FjA*lY6fh7#qO(ww;)ZLupD6%IA^N}Wvl1cH_pZM
zpDIk~=Z0a)5R$YfpQM&p8}p$lQ}CNnq3>e_t{TV^DM{h^U~6-ACng>~fy<A9eef?C
z8ehj_)Ru0#m>o(?G}Y15yWBobd>~Li;bFn;{DFJdmxR|D8th>0K-H`#WU+bW+QPO*
z+lJd1!GU6cdP{NM-ohfY^>T6`N2-YS>__ttd9EO27l{Az@bcCkRm%R@jj1!d6-2=j
z!Wt7H5xDHC>}vQG(7OTZ9HwcL4r^WX%lKDN?m5mog$N}sDS4#wQK~#<31of^MiEwb
z5Kz7D3)}kT6dAv1Y*g4P1EvWS8$Byxby90E?Dxkzb=z{_TBGvaQjc)pVq`2tbxFjQ
z-$!D{kr%+gsKZfEyim#VTsj-^si8eHzD_jh_HDA;K&=j&blaU<;c|o4a~p<Mcuz2w
zM~+|tF$+dt_>z&yGB-X}?onuxTY$k7eW98yD8NGDLJZB3!;mjtUdrYZLcswi+&Spj
zNL(1ris#V2lBGB&NV_;@&ZCDNVTgmqejT`wrB4}~oZ7-kMiMC221~neIOeeD`c8RD
zL13}Aw$?Lb3~!zGLpB^;kUEWu1@KWIPNrQ?!bG6EQA{m0VIMzU#D6R{g+wVUDZOfJ
zJjA<3Th0q_9;vCQv=n`zhIpjWR`tYJ+bgAcwba>>iXNC`j3>Pr#27JAe|3gd4NPSX
z;->%niEBtxY5}7WV!g-_0@ySyG;xcO-6b9J4Q3%njvlRoc#)#t83oT_{zr#$+NJj6
zCZQp#f<R^f@{22-B3Nv(Vuu|1{e)R$AAWINdI-sgjw!m&hLuKzn4n^~2<k<FK<-D8
zl5>>9Q4G*oK_4emU;Q+g2V>TQv-0v@VRsW_3)KDgf%f%K&^Dw`GYd!-PPKqb^iByw
ztKp1%C4CCg=%+JIy32TYxvu)>)QN`%E;tH5pP=>VBu_)wWVC-`*f(d^B3wpBM!Fc!
zTs)wJ7%aKtqF@!o=Q6JCm0pfg8r2L9^7`cs(V!4v8}VE@di(Pwaq)fokTmfeTEhpC
zWs`+d0uc%Z-Qgl68f>)fE1J2hDktSoHNr>c(V?%G_=nt=BdB24v=;mKC74u%kYIBc
z<mdS1odkiAm^R*7h9U{e)6hhNfOU(lFCGp6AT(btou753%5LC7=Y9qQP$VfwnV;<C
zEgiD9w#LnyojklBV-NiBrTF-f%O|gwUz`2D*xA*|Y4lRWijjFShf2`nU>b^uR*}CY
z2^|Vv1cS?y+vX(KYFvU73&t11Za+&(ob!N<VpbK(Ez(e|%G}5LbyrGbm&Xi{cxwP)
z`l4a$aHZB|m3`wNFZ0rCp7@X?@DFA&=T5P%$;lJwxBxJgS*X8@)ntmPeu|WhgmXJ2
zN@hPQBBU-9X5mZLA9lZySGYcN!LArvf+!)nk5*>9Sjg@*3P8*o(6k=?xh)lG2`;Lh
zlj6IVEJgKQP5NhrAHCO*_H^kGLIgxBDI_;cK{AP)h%(l;EdCv(Ri~$L4ZQ#)r4gWf
zKeO06lg>H{zR6Rkvp6;#bPmz&>+4g`YPLp~%_27ud*cR)9YF}cbO_Mkwl>dJM}9?D
ziGJV2ACQdFh@*H&j6oP(m!w<svjJqz(NXJM8ldVA0Z?H4N$Kh72c}BI-^J-lK0>0P
zw(9(OPW$Dvp1pz@FT@u}hy(L6Jjr^u+Uut0KLgMYRVv#4b_%dQV0|q~3210(;3?Q-
zlXD9kmxbu{x#{&WGF18YWLeSQnW>Q#t)6afH7GPtldcza+Npgljg-&s-Fte^*Yq06
z#DRWB(%QgFY3lU$m`BBjWM@1%+wms^aapTsR{Y3BYv9m1T@yL3J=ZrJRlT$DKWjTe
z8a>nQ;)x?QJVem}-o@uVm#c64CTH1R;z1Drd+NiP+yKCk7I4b^f7C&)88j#|4)a+g
znRz*S_N-aP_CgTnPbw>mGl|w<JvV;!=1sz}fG)N=S#>>Z6i5^ta6PE{(y6Ji<Fo+i
z*LWs{F3srvp3VETo`Ih{1!s4oQqQ#*FqEbv>0n)F_M;IF1|C{S8;@-2jvo3apn@uo
zoWf~zf+D`*`v<*}9ax72Ywp<Qivsc&qXtavg7vbRduShg-aMgo=Q0Wk3J%KK1A>Oo
zd>9y+fq5qJ)K`9!vqGhGqBCH&Ge}>`?xj%ZcCBp7WDrt|NDA}0xokmIhuc+SN^^~(
z!Cj?UN&f2DOfVa-um1}9RK%vDHtz>Jyws1vRT7y1=8H^o&kqW|IJTF8)eo|9nJsdP
zXaAkuOD=8MN04NFc&xei99#i-RTi|5vy6D=>wf`(0nbg~>m#h|6vjnm@>j#3;XKYP
zlj6iX9Z<rs<bNL2TAhp?J}nD(CA|*EXAjrB&6KgC`}_@qd-{i_e~+^?ik!7iSmGtU
z9-XJG*QhC>9!_lBz!;E?0Ms}19{nU}wP7it`3#ULR6RW>5}JbGyG!I>45+%ke2GBO
z8f(kZy;OQgtK>RbAT%X7YjaSs@7TTjdBXVn%hy)o44ZU2!l02QMyd>6bg0E1V|RPl
zBodt}MqlDoiy}vH@4O|M2?*Wx390_z`M~vk<fPz(?ggF7I-iMQrZw`m8<x5Zyb?qB
zM>B7wy2AcvFmgThF2D=W+yO7({ADv38?^KOyJILRArQF~hXSNIfd%hOaK16rW=Gk*
z`_>j;)jQsd!}3EAHo1t3q$OV*w*XD(Sv<$xFXTG}aSKdmdlZ_7(!$`bl-wPKL-;E;
z2Zu}yo3CFjg-Z5kZ=u~_^^;x$h6h1BfspWA1|U%>-YL7()A%+LKKdAZ6Mv=X)@O;N
z02~sp^Pj6OGAy*}WJT+i2X`WugAGuH3VYb;d(*+=uwsobF_zhXclpU{mx2G`pLYUl
z_FNMWN(J$Qf8Tkz9JLAp8Qr27+YGIeFb+&JsMCa5H9%bycwuq2ii_52VG@mq0)tKx
zPluBq0QR8vwQE4c0@ROP8A3mf9v$?5o5X54t`EtK_rAtdJg(4*BTN9EmChd)bI9vP
zmYqM@cg@Zj02qmOWZG-NffT7K?n-g4rOeK{BOAK$Bw_ysGOf=pooqRXkf4TTAu0g*
z`NM&q1NE7AMs6EA&^coCHu0Azx54(Bzi=Uog++(jP}F850~|`wjn*A)lo;awr201L
z!IjqQ7+<u<vel1o^_g%0HA*1vM?m#veF+(Bun!1V!_q|et-pU#+Z{2X#F|1+quc>L
zln)y*rUt}-@eAhHDiZy{aK=pwk%-*M17o`E>})21y8JrJbKow(TXQ*J8Ypt4^ZnHQ
zGcDyN*WTWakQgkjrew;Ivc9(fjMj}rDTSs(?!g_GT~DeaGOPreLd7*v;!$Fjw$jPV
z&0PQ{l=MOdrqS6_=g_a-#)1+W!lkZ;;nW>Kvk`YB37Tk7IiZ<BMa5tLZ97c(IZ4V2
z0I)jV4$uzl#RVb81JB`{{OJ_~S2aOpPfmbp=mk6#UIfiee2c`0DK}`JFh{oZx`BRm
z*~X2$5HPAlx-oS%eb$M$$<YaJbS<2r0#UiOu6?zeokoM`s-cm4<@8H|p%*G>e$aNn
zfX&Nzk&Y8so@f<ey^M)F7|P**pr7=9W16G8L^2Z1B00YR=U6HrfLlfEHoQrY99%q2
z4_K~hiMw(o7$~Q3`=`uB$mEzV%mKgzlF*0Ep6~#slSTfqaM>Ac{wf)SSht3u{?ED)
z8Pgix1)dq(>KDxeTt(c@mvx`*Z~FsKqX{KORy%j?TADrQqc74Y!cN*Hl-#Hj(5~T&
z-h*7|)99Vh&inY$X?hF7CzM-p!El}9d_@ja=Sra+qyBeyoWkot?<@X8!QU{4$9eQr
zsMSQ~M?r%dQbSS{pI)v?vAes|TnvRTqJ|KzT^+Lhv7deVY47N&14+b!==&k-AM#P)
z<Ehg&)`B@`*Vf&&_AB3(_RhquXVa!l>KK<`$b&Zm;<?<l=gV*Rt&T)A{Xd3VD6zmK
zKqG{PS31o_4p1Pby6}s|R4%1?Tryy0t}Va}q&-Nt9F|{wohJ}ncu^=(L!m%J+Vy&)
zJl?9B(Z_7eG*42e?pb&g2MGWX&ORp~_taKTgZqkrr_mE4KCrA>wMye-z8yER1jOqE
z<~JVMfZ0Iy{5=Sg;kDi7#tX}-D*!%+RxknWz%(d5&TekV?|BnXU%otExuT`?GE`rQ
zwS*x9F3*?ddJT(^M%NBBPqkJXBeAd{LS>;&oI;m#gGBE)*ctMME_ZCl<YS#(gJ5av
zk00Alt;%d5tO|)2Cy=U;hJ{w#tV;0>tMy_cwkI)RHTYaD@WiIQ{S_hVV*H^Pfw9!A
zBMu6d3m`;Q)$>)AJpkh>u%q#%lbScv@l9Ur(dzJ+2>sPU3!?r^Y2)DGT?9Y^A{L>}
zTjol`2}|lckj|_-9{O%L`HPng2k{c}J~QcGksB(4R%xrzV?zw;n?`OZ#y))pXpA5~
zjL?@!OFKP@*gwG+_4Jc&n^ZlTCw4K>V1HX<9(5qJcrMbbvAt5tK9X`sSwBg4ilaW4
z9KfW_%gDdEq)pDvkO(u#*li<5Gk6=a2zg}~P=l6yPkTyh$tm2=L}FyLV7UNMaik%_
z#+VO^ZTR5mBy!E<+f?<x;}9u$d|rg1DgvQ=vRpAIThQjcu9CQ6E}%#t{NPD<i{VUI
znfO3|Vb}Lx2>3Zu3!32oip)zA4_t3F^`wu}i(w{d3gIRYj-W=AW~QCwHhxii%?eJN
z;x!0b00I+=idsy55A4cY9p8J5PYao+nioS5FhLsD+U!t2iisb#lo<cL1pY+wY51j(
z<L=27{F3tH`MX~dB^+>9C3*yL)8VgD)wKyH5j`yQP73+lga`gjAd#tvi4Cq9vALR>
z9{+M#r7;^Y3aSG{35s#}5teTCf&&qaHga9aJ(k8ziK@(%WUUEv+f#q1f9i{7St5ys
z>_-tu9~K)oG@lxFvId?A`~%Dp0>t4R{OYqB7L^zA@nM$u>HdS&S(~(T^Tzpwgf2`@
zPO2@j$p1k;(?ELyAtnV|L7^Eo!bpTqjj7@EgQ;`c-$#4NPF%!UB;-@r<~rANwCxN!
znwIwMS<TdPU=oCP3~GW<r}>9Q%$pFZgP`;Pm@anD>rXST8_$quEje??*vdM!Dd3ek
zkNMGV6)HNEnZ#h>>i>G!#-<a)r5eb)htHbJ$LTDyisi+-?`Kc*=D}sup{-~>ZWIdq
zJME6hdw6=$ZbI;>DtDOivyl%YBjk87pr{BNKu!4<Y+Su+8rhqcFz_w#OEgVPJ|xUd
z23m+A2mUdB1=MQVM{oplVB&^Xh~)TW!0eH1v7GP-KxlLMq$;Uzj*D|Jvs)5$J|bcV
z`Pg6riyc)0#e$Ub{n2=>S~Ul8n8cM3$uPbIa_M4FY?-wPV;p>k5PiVHz%IE;6qpYO
zs6fpN2_C{!7ruRSCEC08x|c{J<fclRY?xmD>h!oOm!Ru4Wbl~$<Dad`62<TW*|9(%
z88?|KZS-OoZ_PWC0HID4BWP@AtFuE17p<6gZSUi<1??HZM8_f*5x98*b_9^5(Ou}K
zKlP*WZZneiA=u256E$om@2ib&v=vPhKgs(ImR1BMw-h)EfYdR<HVA6P(2q-Kn#I0X
z9yaESj*iCl^*53twmT?pp^sRac}=y%;SvPuKI&T38pzrHC_}`0W(^E3Eo4u@T-K?m
ziw#8avxehE97|3u43O(2VJl2;Vdx`<RVRVced!p^AcoVJ&KXoOlxUo1s!Q?S|Az!4
zic<HCo|{1bIn6?~yKyJ!74=sWrj6Vz7R|d8-4Kcw@yI8Mg%Yrl0IozYF$%H2)t3&e
zdV9HSmsoHov0tFI779S#3MH&(;d(?}p9v`#-iO(A*&v(XS;J=*#fid{Io3mBxYtRG
ze5Y`pz_oy29BA#sm!^bc0$%_VgVM<Zjjs*BJb)XyU~8)z!{UdB%6PAQRNMA#bwB>}
z7$o|0aQ?Eyli^u7XsU1$V?YpTL^{nUK-H_Fl7HVmCX@$6l9QAi$o0uKyGYj+F&?}C
zqAr4t5AHJeQ$15&US7Okhlp7>PywE?&noBJtMZi<Qgg*jqswh2)!H)-D3X^05;yI9
zbex`=hj3(80M&UE=$K6acv?w*$!HWfS201ByN1|?xN&ISvEHC6$|H)wKMIrB3!SDq
zI0VE=1^5k;DcTP>=u}@y--5b>W-g!#;4I?ld(~Bd@|)HV%};dAA{$_q7VT%c!Dl6A
z?cF@S2yZ5{e8Plm3=ky>OU*DaBNrbiC!+tcMiZ~0a|+!DJwsp)qnxDC2o5li1kBL=
z33XiXvwogBJDz-6yu#FoNT`^C;{P;Oi1zCtUm+hdVQ7RPRS5;Ot^z#%MO~o+WY*T5
z7$&^5(p)ce_1pGcIk_jlAErb!3B)JI=IMg4Rx_uND0o()yWMACFbfZ@eP=|{`PD&B
zbv+6{k9%VsmVCz$@@Sb1{fHf}l4(eaWgeE4usT$_ITe!K>#6A_(m%*!Ul<dY<*p=(
zYvpudpj6xOcgBk@%89O!#eycYgL$aC#4lX9V)sCk??!#J8MKUx5*172f3R*4TaT~!
z)mt|6a4wHTb@smkm3pnHr&R2Nt}G_&Rj@K{ZOijqsirK82(St*v7cvDcH%4J=aqji
zKB$g)IO#hgW%fX}F%Uz$8pkzj*0=zCL4S$O=e}GQTQW9cKo1&4PyOnva@QPQJ*=}l
zD<Q_p5mN1K4n7SG4(v9|w3}fh^v{tTQ;k>FRee}OkTNS-L|rh|KdzsiFb%Kjb@e|h
zQA^9BMZGZxUm-7Gbk2(>nX3>GDnaBtJUspw#m_65_4Xj{8lF7Tz6V<qKxf)IuwA+D
zzT5Ch9NS({Bevn)9%GA&ogEy{goK3pZ-pv&T5%oFP$fI{H^f9oTVY%U+>a6n474i#
zy$7o!7a#0T->_*D%_3A0ym7cti(+US1_Y-QB13fmK^+VJjudu4*r_Sg%s%fFw%^LH
zmk=0$r&Sag83pU3M2#>(ry=w$I94z;p>Pbaul)DLpbLP&(BtBPV3ooi7v`=Y2om}U
zfFqP%1+M^}xjHlwrJH~5QYV{qT?2y<K&n01wFmchF`hnnsneDdxMlPhVDQyqyYdoV
zfi@})(?(>E{>D34=hCf76+7grM)OoXz5JL}!C~eP9sG6@6uv2Um1mXff6V5~bd8ZR
z1_3+*7RVfU+CfdKLms2SFPX63OT7uC<$;MZcDJb~06g#TK?`#OU>M#W4(Mqxo#RQ`
zexVxg{42PE(4*(|Ec8H#K#4$TFrHTotF0gv8e7|9V22_NiGc1W<{G!l%Y`r?gAf}~
zmF>v<_**RSVK?T#B}j~QL$9R07Y|2ckAwAFral)0o=|{mSWg4&FbmTMv3EZ|9zvP}
zSc~RWxPL2iA0r<OO+kT84wcWM*Gzc~kB;u03;(?@t{t4?mh#VTAy@Kjho>SM60&N-
z3VZB0iKK!1N^lT(GK@aKE84NrwQxi^0|jOjNk{Tc&|;nX^R>>Xz`^*|Z`ZL-HS+Z%
zQ%2l?R~gYDx)C84V-pO$`9L4@RqE3Xwlzkyf?$o&R=zIS-VpOhQ#=4)Mp6Yc7UGc#
z8@E*(dx1&-3y`J=D%&k!#tWt^`|VzcXK%DgJ@$jB6tqQ#<r-w$A<wqAmg_pPrd5gF
zA_A?>dn-o+yTQR3*5@%Krg{;dzRaTTHm7iGv;B-gC;|>BD>={$hH7SUy~GG=RkYJ|
zERjODgV92CK_O+&PMCe|01%3)L<s5!NXd<VxIDZYvv=wQs7ru-^dv+-1WWGX)?gLe
z`~AV_iR^G-?fDnqc=GAwo6G~(HAU~}GD`;OL<a8{<srF4GiMdymnL<2&=`XLArEtm
zEwDAm4{wIX8J2Hu_WlJ7Z#ehst_6=8P%6i5_4{~qD5to12?5%8ZpkMZqw|SU?#=DD
zuB>4>hCRL0Gr#O;m<8emnywvqk4_cSp5*V$7%Qxpo`=VQdIqXM(XTGW-a#D>10p0T
z5SC4LpPR%S9COabFEd!;qOB}qR)571{1A?6yHm&e`+}H2Ah1rght(6n6k~38?xl@f
z0ChLuGH!@Qf~D|t;v0r7Y5Eu?N%2|ah_?up=Lj>=gG|2Ls8@sF+)~nN!(5({I)(Az
z0?3`2l`+FI)%EIwAh}1PSH#fZi2>jf!x>!(^i%BAmRkhz2J@(II{tAtu5`G0)=H8S
zKM9q&Iby-5rbY^F@SE`iV6NzpIzjAsosC>1CQXr`$z2BD(EsZ0J5Ggm#xZa=hy>?7
zK2Fgs6qz}8ymuE|m!mLhUr=towZ&|SE53__q)~9ZLkFe9oci2$r{i+ho&bwg#kqNU
zPUc}tkH?1tC8b-zt$KpBs2yj|o^{xAEdP4cLtRsXX)pEG$423DsI!YLmNA!LAXM#m
z0_6FL-^_OreAB?dKvRk@3N5zyf-_I#J5Kd{I}HiKTNwLYLX^Q0@@3&djO12gh9^!}
z0(VdP%gbm6uhtX-@@2%<OW5R!gz=$pq0FjPVwkE(pt7(5P{Q)6X6xW7KOlaWkVx%R
zBlfziJ#Z_lk3$rtHmEub@XLcRzHn$Qn1@kf6C)5nDSXMg5ynH!v%WN+NM1(ebz7S$
z$|Y;saCmSu%47EnVMs(${{{J33}@&J;z=$ov$(P*3=KblP$*xhwgW^|IBF1M`xPEb
zv>|~#fJZn>vV_?V=Zs8i75^#zvustSC2C}s`n83fsJyB$aU*U!(nTlG)(2Yg8!`1H
znmqrOQwqR8((5tQ9Yc$FkmXbnxxZpRtlDDc+hW>FqaE+BS$@;?R+g+a>o8+f!<Y;3
zt_zS!a<oS;wsVok9nN|1q$SkX*!T?Y4lvf#x}hZ0W%aQ#JFx0Zi}3(foj>fb`|=W>
z3B0HG!$YH^r;VF8m*3}i*dNo)pJAvy^XsMGWt0O8@9FOX%~1<s@+4XT$HyBUPIk{_
z_9s1?O;djG9A{-17rXZQ|0vAJxPTeSWjc$PlRUX6n*f~3b+|>ACb+H`O92~ZOGwp-
zO>1wz|7P$BHWHoyiFk@szthLZCt?aimT$P6^Ff=>b?x2N*wnO%vDssE=6ra#D5K;Q
z+vl6fKSY+c?{ZND5uUUdsi>#5|JEy>d?@$;;!&rJRbdp!%IW-m%hz975XUWniWHM)
zYGU<QW6rNvxWrBB3hIGh-+GHqd=)1vZ;+k57~a~&*AuKSFN$@0v9Y-mbvg}lF<2UV
zy7JbKtIu8_b%5_!OVbrIvkT}9P@0vs%7T)?U7rg{iyClZ=x>NxyK!UwjsS_^PK4&i
zxa}kxf~{J;fMjRpe2G<YjqmTbfxQSGq<32wPaq0e2p$Ce8&!!bC`{(+#P>-ZIJX?N
zJtpwLzSP*&upx!fXx#4$+S=MVhiW;<gPCajnZ<qAnFeHgkA;|AUZgYVV6bBO@-Cc}
zFS1NZHS5Us5;)&{boA)xx-n%&sc}1|*Ose37yn;1RvKu502k~Z0*Fb{K2dnUer>Ui
z5W}+sSra0l@$Tg4*Nseez6d(YmS3M1qW4cKD&oiAVrynIX$7=nIYSKn07h@yK&OFN
zMz-BcVE_vz`^)!9bEB8WnarVYEm|asoiO@2Gz<~OL8u!kJmVc;ONbRJx;4OS)sr+<
zu`qiS>aoQk26T!1ot%v@^%Z&sosi@Vg2bfDR<yM!2~ADU10LoS*u;rK1|UDntD%6d
zU2cV|qj#Y_O8~VD6efCNb#*W8cQQcH1C)!ER;D4b2T1+6B~(mUUfFZ>?!CKHk8PGZ
zJ7VHRsDNrDz3xnjHLr#YbeFqyBhK<rO*1$EC{b}y%ZH=xTFenY`gH3-jA8H`4b`8|
zixH{MorH$K1+vctN#z9W2wbooVajXWcqMT*uhz4KLjZ?t>-i`df%#sGzAO|ao$|CQ
za8a;yG*Q}P<Cmnb0WCkV$*upE=w19@jm=C<ocs3!k=n5b<ZV!PjVBN+Br6z`lA<z}
zWxwLJr|-vcXfA=vUNYw#fC!|bS@!MO8vc#P7Qso(!~Vi<yX>ErxM03(DqWF&mcv2^
z9c0eoD2&q8Ak%%zLJxs&EW+;(3#CuQoiM_zLBOi{xL>jXvQBczDBUJ2{!VQzn;I=8
zPy3tRpI2cyIpYAgDf(iZW!h|jBNbKyfI#C5cR-`0?5*x%AZJu$g7=OeQG;qN*r2Y(
zWzC~b>g+VaL++nTJaTa8#@_DVYqrn&`IUN+)t9e`X#sX8JHJz)-{EdPwvN~wO8Oqn
zA&yuS1t6cn?E$RrA71Z@br>bybsH{mZi~d6;K-39;L{7?u%L#{kP$+aR_+=0*<FdC
zvX&y3WrQ10M~=rl*i^cIKtNa0H|(s0?anu^Uk4zOFU4O9Bfhxc=X=m647_1^*L^vk
z{V=L1>_n$?|G9bgCl@OQJRqEq^A<ke|Jo$)o4?^`gti6BC0&RGp`aTG`~KMXXZnku
z*U|Yl9JTLor%d?(S5oJXN{{$CSdR||$Zd(n+}HCK#(HU%&@8L^PgLlCn<6;r!fTcJ
zsr^AEhD{lO9AI;EMDKzqs9)N;lG4(j_dxfeWj4@rt%sU2NL5wXXIR!0@lE5y$eu)_
z1aYn6VM1q7bDSsE7_fSDr84MHn`FG=K}y=cKMD#^9JBBMBiN<iR^+LEn!nSNPqRK1
zQ2L>qmfzDT+o@vm_=Asq3JGBn`q+3gIq>74Vh!6p(tkEB;`m7)v;fu$<j6?WZ2+9v
zz|{y#!@lO=cuQ{zk2)6Q95vsF#~}}Ix;=>fFKB07zQ>WdKr8AgE6U6Z+pXXHZ3sLu
z=rtgt6wgJ61)Gx>v7tq~k64|k#Lm*xw2!W2&@4P}yfliV08axf3`MYnR&#sXIp=nd
z=Bkd44%@mM_S9`E(Yu!8QDMj89xLE>vn}{oeSh1}SnL(Y)EaOV-c-gd?Y~XO^3j09
zk`$9}*daY$>e>7DEGTmz*e}HXQ_X05DG@M0N~Y9;Q|kHNMe<5j;8}^@vv59z00(L^
zA^apP?zu>9e%m=dEASq}BO>}gUBzbZ!LHmtFLI^8oMvT)Rq%gse-pQ5gTb*m;^O}|
z#tvE+wqi=cv&t*BiAUD=hb>SCBk{=Q3Xn>%2a!Jh2U2Z)x!0n0B`UDcMc4y48G0E3
zj;#e&sGfi+)zL*jWI~?uP-St0aw0f8_;~P>32q5bu$=~MEQ@9mi;@EKd!d%NQvxG+
zmerb|0~0d{eS9{uIwH6w_Ra`Bp<9Uxi_6GD@=5@f^n35CrRZ5<m#gKWFP3v#m=GFh
zyG6dunFWxJtVG}7yy#V;SlS{sE&V=dm*C~Fe#%42HAuf<kKC7V*ox92U2O%N{Gw2v
z$qq!N9au*~@#?q*peoCUtSX+T(5#44Ioa5^|37lCNr(${>)oHR_1*`vguAZL3A&QY
z=eMiUbdi4`XmW6t8&EdVx<L_TH>v|+Q_8~Er2~!d{9@_lMr;u3l4>9wDRrs3(mRkF
zB)J9#22^!)E?!8WB!<w1R-PD3q-KP*5Ri?j!&<j4+oC6KnpX?+CED_O`xbQ&9~uC_
zkCpT`u#JZL_5-ix_3=>k9By7Mj+Dia0YtOciT0W3KHy}hA9@SQHf*5y`H%4KIp^;=
zqbw=Oj)=+}kWe3HYfKPXv#HxW{?Gul>ZkE|QZhVv(0*B9{9mUdN1#xIIM>v}g~SK|
zUCq^14$Xr`-NIE@%vHBtR(F|?^R{Dt9{ZB|+;XQ|XxC;<>dhbh^B3TWSZq<eda)@`
zsYK3oF-Jw>GafaF`0(9<<b=*_L>d-kGBDs1bp=(eOEBvRQFlSn{=e_wcjHGE&BoJ?
z|8UeY=}Y{7^dncqQ~@9hpXg-5MlrGYq+_i=mYoF2{)wg61@+?lgFbUSI6}JR{-3}N
zl@_xk-OOW0?n!ajUfL(Qh{y-PHo%zP)Y6VO9iK32h`)g>UNCYj3T2LX9r^$L4P6U4
zY?44eX!*n6pVt5v0AAls8?Y$*XP4S9dS<|ldPPzLQR*CO7TQZdzgLY@G=`soo0x4-
z`$mr5`yn`ya+<{mvpL`ZV;s)yc|h_?8sBH96x~os!0-@!3TmH+pA6MuO4Mb$h7O9h
zU5ff|`jFZL@Jw3nIsxr~oD*NWt44)GTn#jE*_YUmRw33a30nlJjYpc$8?b}N5Rth&
zf8te^Dy`6>+jEv>;Hm`OLP<y&{qH+;#Bnpb8LKbTJxx>qK==RikMQe8LJEq3trFaq
zQ1=^r0Nmz=TA6-y^5Z}2>$*{6P+1y+H%JcBj&72^ThCqt7!7q6q%PO&QuShp%3$sM
zgPQWgH{!qGjo@#^PcBJjO#pk@;N`V>b9sFUx}x3jO8I`}?o4zy`9pI~19wJkO-swP
z(F>BT$gs4@KFl6KxLR55x7_litZSb}7uUHK`HdULy*p6jq??uUp|#BXa`jwGvD?a(
z-2G3U><nv8gVEQouaeUmox`CRyRk3?x18d~Hd&O%NkCoLNtlhf3_w3i%vPE_Fe@Qy
zHo8(S2GDgjv~F0)O#9toPe?6hwrJB)DRp7>^#o9;9B|R8rKLHK(-cT?Js^Md`~TdR
zVQ3998p9uCoe${(>09P4$A~@$b><CQunh<dBH&-`GjEDK;t>(opk4V0v%}e?%7mM5
zPYTeLd?4M553=RYn1)U;+P0h%*nlpT5_xXdqq_|b&7#gG_f0Rp*@4ngO<#Wz$~A{P
zmG$cv2J_JAG;1=RDPWh1s0-2*A3T0*sy1-eTtYmDI`9S_6X6Ksi$h3uQ0@rBz6t~L
zgCCPU*-~=>NLY5%U)y3f2y%Saalfe>FLHr}3t=hSEaoRK>KSZS$3ED$<hN0oHVZVW
zj$~yT0CNKP&gHYgeTl=1fp=FwL7?J)K-^F+U0!l2g4;1_*~;AX7fPX40IoPHXC}MQ
z5X*wT24LL^w*Xr*I{+(Um-~fuT^9Nw2>BsBa??WfyZZ*9v6fFam{H+G^9nqy8@2Q_
z8H|BwEloB3f0jPdh4P+{Ao+iK(uyD&EK{-qLq0t<BF|7o+9jL@pG!@OkBpOGe>(H7
z_XI|Vp!aRVS~LzGHbq?UEK@%PEev*cb_UGR3L8F$=9InoFckIr$Rll;@?ebQ;n4y>
zj6%+cs}uB7Xeddi3;dcuO>s3q77u5B+ov|XIe5H01g!gN5TCHcfFwuCQEzRP>lHu1
zY=^j{n-|A?e|rs_HERqhk=v=!Mc37>Z{dBrRQ8T`oq|;V2C#npriU!R#j*Cy$)ojv
zli&NO2*oIc+CDfRjbD8H*k^syIM58(%q+pHQB#BCOgalU9KGEt+`ZzBG2<qiBQRr`
zz@<ltPE<+|iZ@R*3pf1ug2PRmI7TOs<O1`a_?P=UJva5eyu}U5HjPD7Qo4XGZK})t
z;{>4TQLb%0W*ZQDa{(z)Bg3%O0cf{5i6en!g2;esst!)%_GW&AUmlPr9KcJ4We?Z#
zU{L^ZB!TPmFhy?_^he*Px_J#Ms(=)Yf`o~NITjvDLO2z~b3lSwhCUS%OuJ)!%u?T2
z;W*&t_{YXB=38qLj1(>1JcIXwdGh-d?u(CK%<fs5FTY}NIBx=oY8{x(oui{%7&{a3
z9W!&Y*pZT?W-2JbOLjE#!~hdfh?f>9_3k|a7UIyfTtcGq<;$#APbhK7`pukzf)*QQ
z1e-9l{nwBoo#Z+ty*@$=lHrf#0<<H8=US1dwDdlYKMd5EfiD*e17w~zJq5(ZB>4go
zX@-e2Y1N`gAgFt|wUGPYh7IWU_^j3_S5M$-W=w$$Km{0@1r1aTA5Tv?s!X(4H@Pha
zc8?Z@iQ!Z-xPofwg9Q#%xa-5&Td7|l0x~w4g};=2=K{fe3>)Rf?QQYJKv!nI#a8?i
z(nPm550^s<@f$VVm#;p@F|sGNDmAVcy{W^LD(0Y56-03>q+5k?uz_fb62Myqp-U8}
zq>cqNEu$4cN;h5s3PUW&59cs86@XS~j`HZ{f1wC7V`{t!BN=i<Pl)~+(^7Ugtgk@T
zm~;5WQp_<P+t!`#jXprdx)_GQG&dj=9lS-N8z4h&YE^Qp_~9OJOwv0yPyaqjt3`Ob
zMQD1z;)EYU>46OE`&)YRxC~Z1faA_)keptV{VDtg#`B-exPLT21;|G<G^El>ATch8
ztkQL*<4p%?QGs@i3GjaS=bQGB^DG8naAD9Gh~Y_>1@k9bj55<KT)*Z(=A(_xrYwx6
z8An`y&YDhyN&zIh5WpWdd<nDwM3E|`i8>oS$&I~sR>!dcKw%jCynn4anDSVWK;=IM
zvL#A(r%Et%BLt3@&8Pe3R64Th#spejbNb;TxS4!KqoyIbs2l(Jl4H>>Yt%fDqA-=-
zj^2%WSPa>_up(XyJ3@L1foWHc#<^gb?PXj7gBR{1;Z>HR@N@ixiK2Kg&w@pZG%2|N
z8pePx_+@_-T3n-_0Q*)lc6xi4co+lEXHumYHY69Xvjbx|<6N6F9`A8~wHcR0PES^q
z>`u{(#Ci2P`bL-}E0|O<qZoA-07eNCklnNo+`m3G?q~JKc7*H9pOZHLQOm5Xs;Wu`
z8~pGu+%+AHnUL23qR)(H`ORn8U`}gx@nx=*SnwqbT$ufFH15=Iik(=sa%C7p6lXi@
zg(pp>nN&~zo%R~a1uDbrZ)0O)6uWW52A&+F-8WBt(<<#xULW(t5^hCN0KqS#AZ(SI
ztqKYW9)Q~(?~#?+8Q%!jjcte30y6w1@H&Qaq2Ey5|GhNs=S|8QT98zjF*7mQ#UL)$
z?fQb)n+NL^%fZ_zaVT{k)MNH1%6pToRQ+Z2Q8&Xi#T#2%cCzRAIVyjyOR2B|kpwKK
zPtga=bKZk59*ae}8@&x5Wg1NF2w`VD0kPaZZwCLHSNca!s-wo0%ll0Q@gk>vjbfH#
z#oY!+y6N<SLk}l_OFqG2d(%7lv&}7Hj{vR1fBpVFZ)O@cE$)N;DJ@g+!rlX7rOnWO
z5Mxq>tDQ~WDV$UZIl0C=9TVAYVX>#Bnv;74Por$vG=&ozLiYqb<{Q0a^M^YpsHo2V
z>-)8TRsaq^kr?yq^DFQ<7r=5TB|@Wj>GI^E>CeM?o*3KOAa|O57+qVQE3t6lLK-s*
z*{h&Y(qA3D(c1$g^`^o+ED&S-A?>ur2MF|sGT$?r;<RW9<hRKd+L<KKO|i%*wz#yk
z2O#3mivt5WA`P0wcfbo;wd(0_c`;U+&Jz)ZN8RBgSO1F}1ScaxGcjoLgo$%c<PPD%
zMkkBgppUoBVVr<&qC?EVKxXOuZy0B+gXqUl2ih*AphCswi`nPjF~e*MzXNUG!HR=+
zB;`Va8XYL$Lb3ESt^jBn+3PW?j&PKvL!MwtU6ns>9^u;+h-b5-t0YY1bjxqQbIQh`
zXo9Xcy=4??-4=k0kmTR>eTb~@1+!{o!N$?&)7{TKCJ@8aS4Ve4T`)({2@xC}!N~SB
z<)HP`ZkhlcFvA%m<x@yBG;O)3zZ%65(I_`*D5*AgIATGG_{peK8PMmzhsMlUdTJsB
zqeF0QIuXG0rR}lskZD%x+#m0y<ROBM6q0M%bPJX~^(E#~d_9!I-}hq}sR_IqiOb=1
z79Ix{|M8!>DhnxU+?dAw|GLH3!g4J0wf5kPJi`@Hi9l(=g8TCQC!6>DBJ06P^uZa6
zKjT><3N;>hmUZVoVKl{H80NTdmk66D(A1j@nph{|X;TGybinIl(ycJC`q{U}T^oaR
zY}NU+Nv~f0tnUjRYqT{a^EL_X(~;3PuU;`2G<rUDs;oZnIEl&jd`+(im{n}bg{2of
znKydlXFUysk<fl?T|gI=^)eOb0p8q@<?&hUzPIkEgF`Tc8XO!PVn;wk$&ml8>N@!4
z7%ko_DSbF>jIxgL-N?{y)#}yEVvk0P8I}uO<|ueoD7eLgl!Gy^Qd!^HW{2Z0cl_GN
z=P+WV%|1H|r0C5-avbW2HMftU)p3lxA3GMdhte_}WmuZWkh)P3a^ct5ia)bd%scL!
z?SS;?3Dh@4bwOnM10@vXq$aByH=#RM2M9$dlN*r!f<Y5~{a^?w*gvmMF*+?%zdrH1
z_Ucy^cD<HnNwJML>_)cEeC4L10JS9Psk)5hH+N&!l(upEV`J~><eShJpbUd~+0cn(
zDlWTWFR~r=Eupp`1xa%+_Q71Vv|cN<l0EYtP-?w<!{VDJ1|0S=Wj~Cc89DCfcEZi;
zrb+dz29reJ&CLi&)yPB;%HpH}7_AI~CV^R|m6zzLY`^_G`fF_D6x;e6JEDhrsDgw9
zNOPu{=gZcVr<|r9PR23YEG-i*Y<s(82Y1iSfxUmFem4G{?)a-1x3sbKdskmyC<v3u
zsi{49TtuiE|I@$qZxzl9%^<?2yy~b(HApk;!l|xBxp)rc0UKyG&hNEL%k3j=jcK<E
zRY7*?UdSwGMf41NC{zCX(Pw<)zg=lUU?9gSK%s#?!U;@o9UrIr+};cQ9G3NnZ-=a_
zSFT)%Lb3-XE=<=R<8C##_6Z@v1z`RWz;oz(4Idw0NwRN!S?R-~-%|5!Rz%%vE!1Gp
zbPq)^v@l}}W#*Q<lw#5ehV3F=UNKqO*Cmj$6$Y4zNrX<}J0S{M=p*2xH4kRAW;3;m
zEq>f9hnycabB))AH57Hr=Nm1IWm{x=%vhNPld4s#a!eu^&Rx~B7}?v|Ci+icjw2cj
zHrKO0{^_b~LsHm4pPCraz>KrPoCnT%_HBozAtm<ngv>Y_7IJB=14pqX+ls~9cicb)
zIRdD)*NM2%Q4Q>16P0!nm5U2v#Q(+Gn@9D$wtu{pkXbSnB^6;4GE|gEDoF|3n4-~`
zgwiN76-kPui9*{pgbXEQPLU*}k|ZPzq>|?Iy6xwjb<R5foIj4W{MK)K`1bt__kCa2
zd%8Y~%6*2amEdFHZ^b_=`jz$5?9!68{VR(W6MVGd;?ffp|JS|kCPBfFTy?$B<-h5F
zr4aUyMe;X<%v8N=r}FOXfnA$UXc5m1mF%^kVFYrF_ifoG%6yO$^OR-LpOJ~qBu+mo
zti!csRWCkO_Yjq^wP*P-B1}p+!7A(9u$a#|I{F^$;d-r6=kT>OwG(V}f;!>b(dq-A
z$2`>>lKK9T*T|y-Lgs9o_q5P)yK2E`-f*HvYxgXL@_|eLm2#VoXcfgW(B35tf<)4R
zfSU_faIYQ|7mIPLlb`B0eT|=XEw8abWfwzlrup%f!^%q>8)D`?EzKf5mGulQ0RwhZ
zV`IUt-jVxOI&JzgMbwADyg!&DyEXsu>WNdfw$}H1I{4L`U?BqH47tT$0FL~6#iq<F
zW2r`vLC2NX=BGv)eEBE1zvux}>E48T;J5dkqSda8T`Ml!h{G6!eX#n9Io<r}`I6(Z
zJ9hSCZ^?EX<fWp77X=ANX(#rcsy?fx{qJ4(S`$kd!`U`nru^?uZi!=NhnVa_7$_Vt
zh|`5*b*cW=Zwqg={wkD+8Wg<cs0ga(I`6J<FWQaL1U7RZy+V1tbRk@o5J!R_V}t%p
zlO*sj)Bqwo%qJ$fi850ac?v2-ks!*?#Jjtb({~l;-kU-7LahNV5TqWnO-itY7;jPE
zTq0>l_xA^X<ZR>Ly?ciYbr+C`KJF)fs1|zN08SA%oodjPOB5I47@)Wpqca6CM_FD1
z1$Z^X@70itX>FeC-(HeLc9m|^-n3Zc_5vY^*oSC^byw0UbH$*<Rh*Jy@E=;13$@3a
z3LKrPMahgTH<^1WRQ#ek9CP<Q=~sXLe)-GO=)%RJ`2%*Y7aRKd*TY8Az6w<UccJqi
zGXLH|#i>yWdHZR^#c{*yj)k(j*86R$&@LjC0;sAZE!q&swzJmt`K(gGchD3F3X#*v
zirjf1dST2L3TZU)1=5)*hj~^0Ct>>W^C!B#&hXzD(|3z=MaY-wQ-!%tm3V$~h=iC7
zikGea{W-e}c))mtlesi@njK)-f20bN*Dtw|J>qFn6;%DBTOPGHWlESR(hFItIDP<K
zb}Xpr-de&4<EbP-brwPaKGt~c+EHX=!V5E^PJbn{S5Sybk!ZhvYISmlAwG4o<S7X&
z8XZ_E6wZnQ@k-SQ9#RyaqH@5EBIet|Cry_0@ZTC#@F3rbbIQ6Kl0SUZpe#dCf)4Ti
zAt@duFsV*)&YfKkFIwL|E}_hORCNW7Z|hje>D<wMfaXifR(IWZd)x}IlNm6p_EfJA
z3HPGP3r$z@dZuu(y0UNYr^af1WK*onA=wqKY$`QElkmo2i1C8yf2!Yfgmdb>^y+$d
z>DEov;N&5kIGXh4KRFu<)+a1FmmzdB)Y9h*TR)H8J`_y$%?8xrrnI2}CTdr@?6{t%
z?tgDOwo9iCV@HoZaGtM<<}9)be)kDCwfJ-~eyYj2>Vs?0BZnevQ0c#aHjzP%ANP;-
z+<H*_HBzfL990zNI6Y?5W>9&pzmXM_yrrwm&@Z*Oyc=Crj+h1jTBNXH%$_;Z|G`M*
zUuR^{V}=pKc8I8VSMFgSzz@-%fql#*l_l#sS{!>uG5)zBzkeTMEXQF^ta|N^5AU;O
znqdqv5)vier`aYZ%HkG`96kD~b8ckwqlk(Fy$ysP`fyZ~8B1~>KU^O6S-9ws*31nr
z-SRl6Z*QmO2HKdz*eO+d%iN5LNADX-uwn#mIa%5&acLKByf?)uSzJ}qrLop}?3gjb
zcJ;nOLi!cl6_l0+>`X|nhYB@bic87PtwX#POeZqf<5P&S37(==10Pp!{KaO}N8%Gb
zWW_J5t&ekjR^Q9fQG2Lc^^KZanG6hN+snr&B@cc2WPb%2LL7ddLO9i*U*m)O@J@d$
zDVZTUg856Au5n+RPaxeBjx?U0N=;48C%&-!{Jei|Pn%kMzV%b6#S>co^Lg{gY4c#C
z+3-Ac!no~Qb_$sNwmtaKZy;MVtnN!s1!0;7vygxFuR{2st1$v+uaks05LF20Qp#xQ
z!!NZiR-5I6#J`+_T~O?EBD<dgU2xx%->!&rk@-Wqly}5bDgqvbUyUtjqe)m(oJ(iL
z(Esr-Tg?7HF*5S@kiMOWgkc*l99?{K>$=#r2OtFUp!^NwrBFi(1ETrsdOr3K0puVv
z4i7D_ycm4yU(}B;+6Cqyvp0^1QenFj-~uq&z3QI34H`TA`JYP8L^|IGb_Rqwey<vm
z;eUVrk%w`2v5n7e==48-F3F`in2e`76q%Yp$V!zL*|%Rvm-Wp&RLas2QFF3GhM;9T
zIq#z9Kf|DB{&-S}Kam5&c)!wpw?WFcKNQvsu=HMx+esZHIGQm>X8lKih=22k3Hkqv
z_h{4iDpP#F$m3UgcFs}VPq!CWzTFhH%4zK3-ZHyZtUfvYWZ#09FZ-PM>@%|T^r@>3
z3uNXlxPRuev7dqb(DeoeewA;RzOS+Vd31Ds!IU)p!Cj^vRqU0qsgKXar;9&sJ{YrE
zt+33ix-8}UcSYsteiD*W-3_Lzb&!_n&4101*=H~QNLpr`jATf6@kbJporb>HqBC7W
zUpY_(*FV`><dvB~=a-Qq(=jq@&x4Y?B`zy(6mHTU49mdAERqyJrs;vKG>n;J!(5aR
zeIGu2*qa>DMpKqKqafipq-SX7Z=5>aFZbZ|bLS-_jb;$#)w!3_Dde275;r?q0+rq<
z?1Hmgc{Oz<#AfjClt(W<yVjr~<v21Sax89y=dM@$@XJdu%gQU?BJGg(=;OzaP0{JC
zN5aAkk)yM`)SK<P_5Kj1s(hHM-7z8%)|BPn=4(UyYVYVsg`hcIy4km5$Bsc?z1>oy
zIron3*SLuUeA@ZEEjZ2PzLm}*mgFcs9bz9~81uA5DB9`L3d(nTOB-rV_p{p<XEJjp
z!}->)Su=F%)YRByhykWteXLzKFvz4Qp_NZyqMB|e9zNWMNQq7|PW<2L+8v~|jkx<!
zm-*)mOQEU~WABl0<>J_)d2J3b;t~L!N?qr+^_jg9Wm~Yzm$I@Xb}w{H0fB*{mjh`%
zG)E(47i!3kh7<0}&k-MKxny*IsK-pUSRs<|ydBd`BiYa4=}`~qO{W%|x?`_9>*XLU
zx`TDM9pbF4Wi8Y~3CQ;E{}{DWruYrxM<rb9yFyYbYP8faWl3`{)GHofqKzfJwwplS
z2%pycvta_J12hycuR#BB0C>;u=&I72m{E@46w2^z)bM0Ql=86#Dj_bEEF#q=*tbqq
zRQ`Ob@x)&Mm0(vhPtRwnm=wtKgs+zc+|PM2j57_m9|y=b4w)uJ)j*YAx<4d%w4CJt
z@UuNU8vl9k?kC|dyN^qE<8Go*MD%D2bq2y633RYI-ywWc`RQ;?W<;f#4=Jc}JHP0!
z{`()*Zf$8WPmr_hD?3Xz{ORWm`>hP}=`Af724xwUoqkCDPS5wa6K49^?|ZAfPhi{=
z^zo=X<p2_gVi^B(^T*x}d#aIopt7=ZhJGG6?EXQ{$vZGej01fap&~*#BJ^&sEu9Ca
z(K+HnKorl*ieN$P!;d-P)0a9$cf3pZj<Dcm#|KX{#rPyfH$dlziV34`nom#lZiKcO
z_Sv`YaipI~C+!V*q{Ju;;mxDcyoBCSBehaf<IZn!w0XNJS@s>T5JdLR&6_uy0%Dg-
z4C|9|!r+TWyUYIA<uWJTqg}vVgsbB0!f&$kZtU}vvubG22w&%S2$u#qZlWSlQ+t@u
zt20OW`uDdYfcp<YlZpdZ{2<?^+}Ohmhxz^%FP$Jhg@}vY+GR>KUq@J*7oAgl(}*Mj
zI30PZB)TRGm@<qu63JE?@CY~(b;meK(|H0KaKuGb&e4e%8_|N}7cXkO-&Wc~P-eXC
zDc}A*_nQ~*30iDoi|v$(KfBV~kPpM<aYM1>`ytOofuj)Q=r=I)^H0kzFIVTO&9Z#x
ze4|(I?3fsF+u0)|sEznrK#qJN6c?4DUr(i`Mlu3L1Q!3K<qQoCeE=)*j2pY3SwZnR
zVyv`?7OHfcN~ypG@^Q<Q*>mUWm3Sd}J#*&F9tuYYxXbzL5riTx-m&b$uffZa&YGV7
zSw1tz@a|_<w#|K38e}>QJ7hBHp!8sOsVLWdaZjiOgg4HE#){Vd*SkYSmXB7uq*%qs
z<g6UGO=Z?y)zL`md;>Bc2P(?|Kyi@gWuHiVJE(gn`f6d|^;3VjB`qEBM7Em~Sy16C
z+~mb?0E^;$RB5DT4Ti~A7k_4+5K1BM>FFs_DdKa;V?v1JKU_*@aL=BKQ+74$Oq(?6
z2y}7wv<8o6qeVC;Ec;qK{S^20>uRKN?C|Qt&Q_QWV<R<}AKkwjWY8y3pCi$>axdB{
z#t;yzwa&~AQ5+15Ucd<Fdm>_K*#)=zT|TacAZ$G|yrg-JT|)<<M<txDljp`K6ymr@
z4=!=xbxXm+BYZrtyH40+B!pnO1<+^a@Imi45V1_f>;Lp~+_`i65s6`mu=%#YqT{<>
z9n2FZC?760VdFE~#y4#Qr1?`clhp-KJr#DQ=$|*yhL)$!ons>4UTBe(<Ct<`4#q}B
zuQx_|Q?ks?53<jx-adGhtao-k!*)*^VBG7q0sHskRX&ITO4er@+Sf1OBA?hTov3TK
zY~5<PXps?h8g%`W$lJ;?N;}@Hp2*hA3r~P}&8_DpE_M6Ws@zg7&g84BIAwnSY$(p5
z;iD0Fui^^DsHo4Bb7fR6AGlh@nymZ0D{tO>ku{3U5}(YfP?<dW*VSjc29NRCJprct
z+-p;!N~S~~<UHbaFdj$f)}BdY&dnP^4wDA^F}foR>gAP{4_A&OD5Jc(TIpAZV6Sg~
zGlx0+Y5BKrKlh=b7VrGAW5;r~bK(y+7Pn5D(_3_(jVy!T0EOm&^7P(HIRht0W^LZQ
zkwl8&p@^l8Ig~{3=jr+SD_YCp9ieb`hlTZxGEXR56;E%z_W>Eh2b`9<{d4{)l~gFO
zU~tQa&iWkv?-xAhTrecO6^$SQambn%kr@ho`|g6iWI>M`h-`vY((!A*THaN$ahzSq
zd(TrvY7<kLCn4!QLwwnRgcSZJQuqn=VKyaxCT&3VwLQ+`c*@tV9YI<lo<WZu!+3aL
z`d622Sb1~p0lqUwctB8)1ENUk6$DR!se`p${6MF%!Uy0I__5T+r~Y-!seec{LrH;B
zU%GSWP|690u0lDnZLzhoM1=$*DPQ;VMDd7JRPIl3w6cmS)8^vg2++_y2z0inOC_gE
zK}>FCqKx5;8Tb4SAC++GNp<D&GN*h?3+&Nn4#kh^`i)&qpFSNk=}O7U$&qI-TsSTA
zUUFxHy_ZF8exBTTAtrz~bfjtq_@BKd@$ob9`=cI|^Z7L<TlCg|rM9TmS`Y6)NC`&v
zaP761uU;AQ2oW?Rw2pPj(i}fNghEW#X1l20+Be>=?=Q|#@pCs&WRU3_wC$Zl!jM1T
z?(4U2Vw}?ln$R!U>P4;u(z5Oq*Q)=y{O`YksEK&TA^>z*zmkg&hfe3BIfO(gBH~Q;
zCerYRO`d!d!zQY6pZnu!%;`c|>Mt360vOLj;MqJc%Pr*-V%k%k<eQv3NU6w6h|NFL
z?~$#T3-B2ur7cj25QK8nx-3cDsy&z-JAx?#UauWCW{j|3MqQT=N>D&s%!|*X`C49n
zk}a94CVt^4c4-Ig_roxp2nV}n1g&-guLqf0eEkl+rb|AK<{TZU6=klTc>9+E%@m_X
z#1OC`>ZO%S*6r5Q)5DG_^7@xu7_O?y7@AYlrJhS0#pjFzutFFjKJn(w<HR42?*H_X
zw~4>MKhbwxIcWHvx$oYY(P)b!q5iW(si^i2bQ7E-5W;s#fD)?NFOblRix%?S!K_X)
z*N6rk-NKOM*)g`fui~u?2sjxRci*ljBRE(NGuxD?OctFRHgRGYrbya4+PUF6Iv!@#
zrj)qhT+old`1vi_?Jd2;Q{LYA)aG~AM&Aje{T<m=fHc^$i3Wq)4xFy?eB{B@&;Y0i
zgm9Oa@Z1fUTeEPK#fYPPZ8UPZ1qGSpvoJFRafZ&g$liAoDSG{iMH|`(Adx{bqBhJ)
zm!R_}-Lo!VxpJ6|i3OouaXv|E>&AqkY)O=F7EYlY=oaB&Cmp+R+Cvm_{93M9F_%}A
z7h}gid?b%vA~yH+>qqTv-`jrz+WvefXYu2lP3yN^x$)JWH$=GC+DSlbLlzlPAq<Kz
zGjegcl;F?1P=BmL_xh<k@r=yOpN4-9;Yr^le1{$yHF-x0EvKyX4&xy{SBrm%P>mVA
zk*HFB3BitUb0VmW^b7)zZWjN#dUawOW2l?zkEdZ!LC_(_Yr!&ngzu_9q&3yD@0!)C
zKR`vtah<dRS5PtdO^;c{hfx3st=EM`fCrN!H#`C0s(6l|=+ctW7#KWnUO&*8+YUXF
zXp=Q;x|5SS;CKhdyIr9tPqcAM^?7%3(%r9J_I;8zK0RMJCvx)hbynK2uBd?>KsQ^j
zZ!EkX#47YHEQ&bEzHrdyViIQ|Fk@cJkG=YzFam$Za`j`$fgVQ0xZ;GJgvwS#FQA~_
zDO#5K&*cMCix#6+<#12RKagQR<>ayC_)K;`fhdVkzJ$$h%WiYS$c*c7JpocP@Z%xp
zsXLVsFza4O?PSMlL^<)RS;1K=OhTQP&D=%Q;2fpopYO|SMLhjgeUGrikM8eV8(Cae
zcxOZ5WL7_N+@Fn;d|AopcKzWlU74-n%#lBI_j7wqaMYgIc#PruP$+7MH$ov<VtV2a
z>Ru`X7|Oc3I)(x7>3b)%-`_VAX%KsOL}BOD2ybZas@pwALAu&hZt&TKnE->&Kv`Lr
zLoRK{QW|#jsOK4P(F{>xKhi0S%C%6t!GFOUc^4euyhe9+!{t%G#R9>M9p~A1RtP&k
zl{xR$IG|BA4&5JyKF2TlwtAvUVFBX5^+RXh-E%#`09177cnM0I&Y?y})q3#k#fx7+
zcThD8-NwC@CoW!eelqgyWuqgik2VD5;atdatS$7Aiqe%*@#rdkG7i*qDyL4B%MqvG
zR#n}{;}&unnAN?sR#emyzd=-%UbfwxeQ`~8jGnlKtOm-qhX^<dhpNtC@;I^)5yXV@
z!=B^q!KjX1T-FMahM-Wca1P-BVv3~$5E8+S+w|VAo(P9@kL640iK&$&u*uU`bF(AR
z5VGfBN98|^`~9sn_U;`u=B@=9&9t*CJ&}%5Xdg6Sb{?R3i<_RLH!Y`ytndT~IRsvs
zcN<fU;#Z*qPzn(;eH|hgLNe?}Ti-f{b{tFD><t?(WE=i$Z%u1Yr_D?TR7BX?je}I7
z?(Ll%J30hjBS9sp=WQCL5~wmcGKkG%%G9alU%#HfA%?Mb%arJ{FZplY2%?!l(k*Uo
zFJHgjdf)J9XvP8yy+@*c#{ePdYWO#*-5)48z4WH(=|xjlaIUYtR*=-@-qQE1p-PRJ
z#eeNii0Nreq~{k^T#C!&Z{g@zvvFfXxmWcZdNI!aV_A-g%}Gf~D7I_79UL8-s+LLp
zK6+O-Z{&S6TuZL4?ML}E7P#Fm&4&y4KwT1tZ#60Z8I+;q62=8Azv2Aovn%nmAl&zk
zUA$Mm#T8YTm^)E}Yd>5ZI!{VdQ&Sm9dUyTgB-piF>%moSQ#pp%Sw{Dtla_d=&`M(f
z)e{H{dcEG#(lcl;Je;pMU+yb<*xev9<y$-pj8fKhEo%RsnziD*zV+MnlYv09L9{CJ
zhliL5F%n{i!EXj?gm<&-+u7{)pdh23gSGw4hKqJj&NB0}>odm*lOuZs8BJJSzPB*h
z>cS#%=H{;-4s%#mv191ap|nvPJ-4pAGw5)K!|nxPcP*;=egw`Z=rfp+4lI1MQ*BLo
zX#(<oKBZ!Gb`Luqvu=A!?Y_9L5l0orbn@R3+ww`BY?3gh8TLxvbBEsj@4x#I4a_-<
z7vO$wbtiBj_M-oqJaCNaYG-@Re2JXEeftI~ulEl)R^(iUUf~Pk<ZAZ=BLZXYH<!+O
zyLuuSG2a^Bm$-;>6Dt|>uybE#+T7=j*^^sNV#oF3UmUcirlxx)8IgR^b$49sNO7q0
zp3`E#UVEC@eGW2<ZezI7`RifN;uf9Td;S7pE-3Dfuz%T3j>OL1;4#;MO^dHQZAC*b
zm!CSftF01r2&We@Go|!LUTIax1&z)w6u>a&T3dFK4`yhVApFmeI<L$jBOwl~-0~gJ
zhF!svI8@Q4$tW0FMSILQ#SN2}>yO8N#O_BeuV)Yj9M0tsAv!isS!SnG!FV+_`zLl6
z7M&|&c}%4YyuW_3T;IN*Wal=d$*o$EeD*9wt?-Gw+_)ljqrU?=g+}ou&{4eUEN@xq
zlQs+2+$iMe@(+wPJx#uSB&tgq?g&DXEIQ7O&q13wd-LX6KcAj^?e4z1v~W}p`z^6j
z(uP0#mS%5nn?QxJC~d>2BY{YBJ>RGnv0;<9{zPn`x0M=cmt261YHMTLqaZ}qzZf*H
z`0IEboyM?(O0z6aQG_AVqMw1!3o<H|JxV7{if*y=rt^FbwR-a`w?*e(tNx_-QB&K+
z6GJP}g*21b6YW8u=AYf-r;SOf*VmkFx)^!*tVN67bSaF68KVwfbnaU5uMoo{nh^)+
z0YDo@YG_czJxDm}MjwxPyZhVfF_whTP5of(-Bo#?+$1^WyR&EYoduVY&SH5ArT>%}
zTI0T6?zz{W93gIT1VX%#@_JJS_r(0Kdw)b=TtdmlEnDi6XIWL3zX3RW^1UK((YYgR
z+u2_IrSH|o*xA||)g2P?LX>sc98G@jCq1TLVq9>RUc<W%b-!dU{8zmLbJCH(Zh%Yn
zoHKg;<Uy1kww&Mo&mEKVb~|XwgKe1PY+Sc4o(7fK1i*;Hy^B89#M=1Pl)UnO)$7Az
za4jJP6kHgLsr;3pSMt|8LX^SZ9UW^kZB_hV8`;Jz)W8_`P|||NqHL5?Qt~aZ*v(x-
z@jV+8GEHbs&J3Ol@3pX7g9-qw>IRIRDGrmLNwKX55SwZOaG{-?<L<5{=rsx9${}IP
zYSW{B)4%s!htGl<H)iwwhG+u{Y&c=8Ju0CYm-5$(1ISc=Pg8!~T)+9}UUxVc6c|WU
z+irdi#zlVd9pM<wn`1rvLgad9NVHPpelgZ>lI3kE-8X@3DMj{FF-6Vsd6b9gyOmrw
zgfKGqoY$`zM=woRL54-^u5~^M6X*^2U??;(;le0Bgzkl{i=uTLKon8#p;1wllm5k!
zagJGcpGAg8LM}F75m)yu;-}!U!|U_O78w!fO^wj<``;m}t{<=&ddDa}E;$*0XkThS
zy)Jqnb+ESG749Y4q{Rq=nb(nC8D?LkANa?Vp%(c97pV$I$`k%cjkhUh)_}%}4IO{T
z?I?dEp~Q)!gNl+2vyrIxJ|4<JfY1Y=#1VHX3g)?A&yJ!3<?++tAkV}ygwtavS!xDq
z7wa5!6PEAYpXE3+Ar}kJ94bs8QuY+a@lJ}1O}$ZmpF>*|25IfGPhXj}w~r2dy5ZfW
zn-R21UZ$r{Xf>U`c#-asp*fRQPO0Va`iQ!7CE7+&@LXG$C$O;vNDE0Q^{Yj=;t!r&
z^F%e+C1Y6lCH8nx0Z?N^O!H~_=c3-YB2QOQ(4Ww{yz+DAk#}2i=ZaiC|MxANUj&Zx
zsK#%6f2+&ww$(}bWK^F<Sddy|PRk48B{#)3YM)B}fcPB9z8=Ef_1Tr;i~mr3bFJsF
z!(RGx9DkX$7yqv9we;AHf1UkI?l&l|!30eC|E=LrvRG`4%n*X46Aj;KTq2M!XC-|p
z2&Z;G&KZJLu`>TU+IL`OBq$H~!peu$_uk#IP68N2n}?7LbKD5Rp#9JE0*+4+c4sRb
zc`(F5wMTjq{AWV3#aD}IVlrm(^u!rM06gy_D2O298hnOrlwXJ&hU@A180h;&$=v95
z&QOJD|5u@#rYa=u!Y%H~YWh`peeLT}@3*)6Y`?Qx!dF@OuoIa}l_fj7X$Ud<7k(?%
zX~Q8P3t`(@g%m(eGm|&<G&#U{hFP*Y^jdq)mv<lMd20Sy^>X9HJg@Ve!G#FA`?)J-
zl|-j{-+t2faxZ3$VTSaohmKu{2dt=3|JJ|H%8#<WGbS7ZYCp){wNJmjG5g)7bVYxq
zgxvDCY1{Rw$!zKA<(ykB6Y~}<TxiH^1)Wdg@YHdNlMd3ujfbliOfE7mk-wm;8^y0K
z&4*s*=K2>o52;%<cG@(h07C<SloLm5x~p?}BglywGr-D4Qgo(!`jW|Oil&e;f@GYn
z8JzgzAxsA+5W{pF!8C-c{{FC!QL~d3H}Ih&$Br#SK>>K+Y|uaJ+`>_KRK@9abj%~t
z=mJ$3r>Hu4jtH(jl49T&kp3_`zt@M&=$f)Pi=H7h&Z6SI<>s*0dg@L180ZS!lhQA3
zFS`)SLYEMTcb9U^ffXmYBT5<UiHm!jQWmq{Y`Cz$!kD=DEqI<`s1Ys)cwCcO4+qAG
z5B88}a5jywt9s46;bQZ>8qi3W@%D<toU{#e{kv_B$8`QNc8AH&?xan{3Py&mGEwAW
z;|WQk1LDh6MkvV53c--X0JP=}`uT6G+z=O@J%65X={=lB&0*$!b&9xPC?*<o;Y>wc
z_+#LJ!4{huf4`djOD~uzZp4Tux$EYiUFdnV&)}Y&X-haw0llF>zp#j%;8#HXU!7ZO
zK<OgpR!Io@8<}&Nkb|S28!vS3G^nL028M(;$lrD6yzee_SW(;C8ihbzd~1oAJ8sS=
zsfftW!Zi8x@US`F-`43YW3#8#1q(m<dhOC%+cxRfR!GQ20+Db4e&3|^t-9JsB?NOX
z43<H><)#PUcAWXp#{cJ0a6Q9blg)H|gxS70qI>RB$x6SxeH{Zy`*B`%p)4>q-n%$y
z*BwU%swzjM^g<dUzL3~aQAY>gG}64Ap*m09V-IGN`{X-_A>-Q_Ki0XDXwC#?>`_Iq
zQ}D%VcI|t~kxsEay|=WhtE+jJ;H=Bzaw^o)ccwlkEF>dW7XLos>L$yV7bdURTX^*1
zSlA-m0A|A<IN$JE7O7~#A;$qhVyDBq&<9dm*+ZtQd2|x<eIY9T;3KGWzSkcEe_}KM
zzN3|#1?nr5qs`Sp-WX9wM)9Lh8KD+k3R5N2jTq~T>3P`&RsaYU^V+AK?WIq(e{I=Z
z3yWUVJ1^{GK(Bbg_}3JolP>l2?bJKDBI*k#=EdZXU7;#;MbYhfTQ(rh1k94wf$*LP
zf<b14dOY@j{@h%M<0)Q9Ba&xPO776jAgDP8=!2t|vU4T<rN2@$DG5UB#2G`q<-`td
z9Zb$j0*-vdCV1BQ+&1rSGe5d$kBiLW_2Mh_-|sNJ-T3!=7iFL+n&`xebCTv`rQBn3
z2U_+`L8C?&h&XE13-x-MSK<VP83WW%b;5*DLWB;a&YKc#&Q9=~EsrP^d%6WV+qrdS
zW#TO2!t8}IzpN}YGV&?jepufc&lc)T;WEg_lSE6S#!e4^mS!^>^8=&Bc7q90<#I!T
zBVaym1%~REN1lpbbgl~{k{pwI91r?SMv4PRf(*mp=K4+pZKT#6P8bgftS!!M=rR8{
zPDjGSH<QjHIeQ9~I!iTpx!XB%b<ha~7~ZE0$zHN4YTvrUs`X>^*f(br046f=7`?!m
z?eQk9C@q}w5s?gBGrs%P6OV6NQ&6;6x%pykO5TXz;`akM_gKgLDxKdxa7n1Hj<iZf
zZW#F|e>P-q8U_D0$;As7Zrk-^n`P#+XM@A{y)54{-^%J4{KlYtO6tna#V?W9cwUcw
za-(kByXwhM@MO%V7QO#oHaaweOh(Fm4EQL;lkzL`Mr;_jW7qphnF5#FRnY@!l9ACK
zr%dg;<+GJHl}$XAoP10)X1D5I&gn2kF&V9L-N25?8?Dnfdwc9lR5f*f;OIwcbWcyk
zgbvW~&dJqd&%F*TayITei`RgQC135t4J*O_%j{Ioc@(|r?EJG$uj?8^Nr{(jKB|<>
zK0Fs>lr?;YH!8KL=Q!p0VNXBDJe&VtyJfE_OA}K&shqtzDD@yAr9(qZZVeaiJ`#M5
zIC&{F)z_OVes~3=k|0k#C|W47D_H^GTL;5)5X$KXE6$|DX`i;W_2FB8Vd;~CX0iX_
zV9UM`BZP~Ra|sL9DlO|-w7RKljFm=%%qp84mu{!Lp0VL%YfoOjafWyCCXAh!hXiBT
zx9`MNnf5|TCT6$t`b}Q__#drz_4^%@<f#b=2+2NUvsd+yPa=EAwky`Rw;l#NrJLs!
zvP7FUMI-m2<m2GG7PS-am$-=LXu^hqiEYRYz4RWhy+#M<Oyn@I@%>AW>#xm2DkcmM
z>`riLFL$M!43>t}jWC0~sPnvSJaC1^0E$@g#pL8BC^t>DOua~I{j|2<c2|;;I<E)?
zC+QG3pD#unJfJWN9MZ0J<B0NR1t`5P8%%X*TRdM&r1tW{jSyy5_=7sL<u{ANAC!C@
z5S?G;Hc=s{%xgw(NL&zUv*Edirk#7>pe9ugYV^T1<!g2IaBc0k6&+UaL<L~ZrWO(5
zVcKTi`G+~skZN1Q_V#e<RU);@>wD#Yb`_dUz6J-sLeASey-mZP&SIy+-A<*s^8Sql
zQ<VN=xsYhkDb&e5gqagytcl6K;&@wk+c`EfHkG=j@Zgk6s{e|rmPXa~c2!;j9&u6N
zqCrZ=v8z|c(c4YPe(JW01uX<-u|B`#!BeYlSZIW+{$axm;&YhhHHTh@`kk1<ZIk-D
zgs)Cch%r_*s1_NK#x2c>!~su<rU%~^^s3_w48YM;4)l}k&q_7*9giL3bevcsm>faI
zi%mm8axmVry$|j&H_3QwsQmtUXbwaXnZG{fMUTi}kr~Tz0M!^D?+<Uy&&hc9Ol{)C
zE%)cj%~9*aVGU%l;EcGvyvZpk5$vb@!e{%#K0M}$w%89pIq5fxt8oxVO5GTr%FF3u
z&VooI0YHsW3aply-&>j{kxcYBXpfHF%IvCZVg{G?dZo~B*rU@Otlak)^p*w<qy1)I
zsF$1t$x2ayegb^V&S$`fSHoFd!g;7Dm{cSx6thJY<2l}ij>fz3=lBZ|2aHA(^@xP{
zP+$MRQ7dl5%l!P=9E<ehN%>|NO6gGmGRwlup1D}0?V(~61DG5q@Nl7uvU})3(XmZ)
z&~(<FzJkSz*ybm*lR%u!zb<bA*s)E@PbPh)Ij9yszy*bThuarUvC$NJ*Y^0L)Gf`^
zRkMqHTl@M!e?8M}Pcx=L8Wdt8)dJ@52@Z>9ZalINNXYFdGFp7oX|t&#br=j2>;1Ef
zcq{&&4Vi~xGZw-UYQ9oIf4QeM7p*R~meB9rJ7a+;xG&!NX{xlnWz(YbOG@gGfkhHZ
zwDjugkUaGdA)0+ouBU88Y%F(uRnj2n7D8hvNn=K)FtJlmVFkl%(XEJP2KjJ_3z?PQ
zBF-#6_nJ-(t>e3mrfx*>_?ss>7hb<m+`u=p4&I#Cc(394r0O-<ySh(WlRJD-cE+9L
z9{mUpyo(B4j7b;RBLxBUUftBm9KI|z;jt9@QlZmeAkq`EVa<Jg+ayA30V#u#QTLc?
ztbF&kt7mI{><+PSqLB+OZu@n^x&a+$60C$+arXA7vY$^KeDeI+vjQ}dyRs@Nk`jXA
zltV#n^yp`yFSgw5Qo0g&fmb*H*DRMr!9>>vbii^t6cginzx&q-I}&0%15rBWPk7YA
zBmGHXS&RNuz@I&|+W<ecNKO3w@41UAtgf_{&tpZ7ofsM`8qk<h`gI}b7pXA1mTrCl
zk0LgyYtQvSq$m71$VTfFPO?!^=FhdYjdSwJ4DUXS0`v%#X%eH`V*``M!r7u<1AY#`
zQ3%$6tuMA_cqhOiI(WbavCd%fXoY&hOnZ7xp?#Kf?%}5EGHBF0ukW{GHb5gHO#i{z
zRpOe`$y<Yh;}hj{`pR)Hc;z|vncVl0a<5@9o73-di|v^x4<5k*J+7#d9ynAoM0XbN
zW~q3&gm8k-@9=AXoQa5TKm9UMuku!x&oFHx|N2YVHRb;O9zP<GF4=Pa{Erz%u%9Kn
ztX1`vf}sc%6DP^HfYIH$b%PR~R<1bpapb-3{h&Wd5UV|2Loyl#lpy8_HR0^S-c_$Q
ze#XX~p=QHN`N~6XH1t{dNnm)NuNOLtA15Rn)(zp|;evmoYHn?-D_%STpB#kOK&|Y&
z5)^<mwNx=w_Yi@!BQcg*O*tyzPeBSb=?Mid%U2zFJb3^9sqy+VXY@w$0bPE6(Yd^v
zPcarzYC~;T-SB}-)@8sfrCe-IY{}W_oDnk^!MXyWRPBs}rKvY>aus$cEK1*e*Pu3J
zi7}Z1y6yQc*(WSON<?wy{Pov<PKODunJ(vLc1{O4fV7~D+e{-T*erAN=er`!8z!l1
zE_|_iA_es)*Oc_pD(p7kKhiVAE5NWqK3K0)cd?TYC)%pHp1QofR=@p0!L@ar=lXUX
z*Ct)vKVcx?f6EuGv{hstSSwnv^`QO27r4esPJ`}j{6Jw6+Whs!$<Tt}KAuDRVyJzD
zR38J*Dhg-*x6ab82RM4gwu8@w?^)yhnA2Fj`DKfd&CHHk&NFut<0Hh9qmHx|c#m0j
z^~vU21}DXLq~$w+x=P|lZfsi^ksu<eFMBa3Ee~t}$65aGv<wOVKKs-x#tTGINbabI
zZ&%aoq<?m0#EG7B-om9z^Aj%|MUE6XvMJzFVHG1{c2T3T3!&G1bL_%1sqQqi6WEw7
z3eOQ%bsT{g0g==Go%H^3*Q6mAU%Hp+gq*yOnQI*|+8?vn*@XfqAa^M$t+i^S70Xpf
zds%O_h@PbYjdhfzkkr95v)_kZzMUa44e3xqZ<z1xLV3O?%5lutu|h|qUMExEkBu&7
z^r9QeO{rc_Rs!j6<}#_=;p;Y=%P)>yAb)y(2D)h72{Ont`XN^CaM-GoDp_&Yj2_jt
zd%enD+@!ZQXf1<p9*ke;_kP(tMs#y8ga!)AS6`SO5M_u70c16LU0Kl~N<sR#Myv{l
zjVAS1jK>%GM9Wi8KiksvvW<!{P#Sq?Jj4XZ&SPo^CO*zW97@<hE`J8d!=a|*5IS_Y
zZSLn1PzP!kaZmXrY595OT>o|J*4=Kp79(?Gz`4|<%$3bWMT_3y8wz^6!6}(eZE(-@
z6MKH5s1+#KhJvfI?cN>chFkOm8|W*d*rK++St<gytQ%4jmZq=!_Y6EQ=pAX3daFM^
z-ewq<ZXBEtx8YqmGDQLL$;pX)-93tb-&{Ar_`XZ32aFHx4k9G^@O;uQnEpO^(e-sy
z`NfIqci(ogA0H(p?gjMqZUV~RROFt8s02@<UJiO1bhpU)FICmjU5l1+&uFZ#fK9{>
zuLX;s1Q9cxDZbHTj8i@oZ_i95+8j(Ylx~tBK=O5OSysMv@k1!o_bAH{apHD&e6ZfH
zffV~+NJq0LH(H!G02qyxp2jb$GZh`&+}+tSz1@2FmrORev1GJ%w0UClf&~juF9Os5
zZuOKpfKbES1=*R9P6%E6?P(#YRvLVt$63>!QBrbXU0qgnDSnYnHwV0%;w^DZirD;I
zhw*r?7PxuV+n4@QTao10gQW|DeFe;oCis?8ac=HRHhXH{uZLRI5&(Pf!aN4b_@g#d
z4c7e_8r!<MX$BPGsrhTtDi>`3IHvI0Sl5&&)(ACV`mE#*2ZF?xLm_UlaN(;%XCzB?
zvOHn80q~KGDTRz{G#$YUkxx<zf+{g>e#h5M2kPq8vNAGOalFB_TKhISB&KI`1OpuJ
zTz4_W@yYpB=o{eG=}x0q<_r%M^F1Gw46MI)&`7zY`Rj88Q<H-&`d?spO5a&xn{5RV
zGCBQn#t<VZv%yj-Iy=~z1n4R}-_{k)?{d$J?-Raek$dU|_LKve65gW?Mh2<?$BMTX
zCLlB<M0TH2`o6-@E$mz|8-UK~E3Z&wjt^R4ZCyRyBn`C@bo{d@9l6w^gO6<GHyLUz
z+p$GeMv8#?w^hGp?0y<v7wuO6Yo)S`6szRxmYd`Cw55OOONK<<)ouG-%D)W7Guh*<
zdY}p+$_!$%voamcl#~&pN83}$+O54YN#W$x!YVNfBHBD1YPHkV;a$f~=~Szx_ug*H
zDFH_#^FM+!EsU4<=)eDt!u}e_T>$Ws-k7`~$gZD>)_<}S>P(~+uS&ZQXt;VVfBmnf
zd18p%vI|NdKFO`Lm3`tIeS)IkvRl<Mk;jxMyMQ<dbiuj7*|BK9lju`ouN5lHeseCv
z-WC>x_LD@qD+?};{%H0Igru%zI}L~ULJ(I%<I8`QMl>;oh`-rGr`yNBxHIhP=U&r1
zFy6DWL4M#7(^-ob58zw*%{rBu;E3ZMuBFs*sQgNMX+zhYxXW91gALxbvwJ;&#)w*+
z)#lr->aIN)tRcOu>iQnlFb*rEB*FYtfm`L5|Bdd9Pwl_|baD9WwU2Bs3r#*c((RJh
z*XN617maW)m2pQ*Uw{9L9>dIMti`9<-~Rfq2aAJD!i|a5jPD6fg2PH7=yAn^;KYtE
zgV5!bZ+Tf%G?(7XW_zOa3`~C>W}Ob|FBa09*-82Z`5gyN<=OfP8h5d^$8LDC#O8Ht
z*Xr)cZ9Bs#+6c2R;cm-kc5$E*M&hrgrR8q*J|U4)h#nSAuIFtf@-!KkadI9MC&(sX
z5-kaCu^0pQhT}>1R(>FGRB8OC#FCUW#5MHUNLR8PRkgK`k<QCC(3!8kR<O#r&_{2!
z2yy!0W$_a4TXW?E8fA1Cy%iO!@`uYvk*H6|12>c=we@1Np^>B=X`_KOmt3-Al84#T
z&JSjsoVW7YGNioL#dH4Sb<wPKGLssvEUr<2jl!8~-MUz@XJ;yIc9N!|^QmYOD72nW
zYhIrg{WNmkn^&(~SpUGC`XzZokRYSP%q=Geh$}|7YMji5owN4ZgXi~q^z8YCtD}GK
zG14t=gze=ey0-5M3QQ4cEjrhaI+P6nDvQe-s(M<^<M4a(_9(qr&%qM6Gp12v$Fyrr
zoG1p1ft!j-OrpIxt^Fyzs3~SSWZPs>bV3#b_<i8s%CGLetSH{EOLYe<-i-7!jX!fW
zc^6C~_m$z<iMhY4SHB$7l-{n3(2C83Chu@eO!bWlnQ>FtPwojy0A+pL`SZ^z+UQ6D
z1}qXD+$wR=Mv1->q5!RAbG?<%ZcVg#tV@_+ZQJcxH2}E~@(5Rx)TfRI$i`L;yqP{s
z!Nu5i?X{c5-*-N;J;^{X7_(Wkb|>^zMLLKtRWi5sL5*5fvmY^bPq+}>VtwWsh}j0B
z?m$c;1m)TE+;adVSw-U5WY^eFmn^9wsQ%OGX4S1_a#7#fr`Rl*tKPZ2NrzGnaly8S
zbB2dTyA*8Y_!7ez=tKdAmNFhv$jj<})9pqI-758DXhcK?>YU_Hhv(>~4H+I9KnT`e
zYKmAYQF@*fvNgn99Pg%>|IUGN!pcc0HkXKSKOdwkXa%l7NTnraLu{U0bS}LrV=`4O
zv^=$A#?z;fE>i5lXd6(ia-dj_IwFcD^yZXW!_B&BuwhW#B08a%W}D<S64(L=391wh
z2i_eI-@W`my{~ouF8}?G(>VH)cPR>(x|>C|m%BF||M1G?>e5pEbs|r*uu473ZEK_k
zIP4CN0D{hzk?u2V&6=}$`M5{jT<}<kx9k5T^?ZMZ#$E#C5;N2dRfO+ZB(Z!H+8q&{
zE_i}J^)mC)k}Iz~ZE3vT;ea2fp)&i<{r9)MI^WKq4`VTxxJwGoioJ#&>cH|VX0(Xn
zS)4vCMj0(S7u`E3lHwZ@7yO7qc_vqfiLG2+Q?4KM5n5>QQKb;~$nk8gV%igE>f;M`
z&kP@~$leyWChyLfZW2g+K46^?Q&GN<X(aE`G9g>{LB|1B!bse)ZumzZno5Cciuupi
zmSu6lzw@(wA0svGQD?rO9h%`IJ*p7l+1l#1b(-FHmWbY}zSHcCqOnsYn$43pZx(!4
zoCd2R&MtLzr+3TdQoC+qx%VHvWV*BSMVnjJ#(@Y(08xQ~qgW+~e;)!^Gpzx6iTC|(
zpK9n=wrxvJchg{*@E3$b1i~x*^j+ULoR)gI7vINy$~mS{`7R}?xJH7u(iTt&1rWWL
zpgsPxd(e@Iz6A=BBXzS?Wvx{A;OS~QGk#-^6*5KoyoQ@;r%vsHFhEpclNgT}iL2&O
zwRkFN(aoW87aYFDF7GQ%mImKv8UPX+2P+LzQP~N-4{^LTGvMPqdi(#l*VAlsyv#qj
zy_)1d5xx3&;UdlX!vhPS&C9(wGeQF{e4C<0LavA2os<-L9JR04I?yt;d|RBRLJssF
z$&$cT>^LR|cHh%wd}tr&PPsjh%dS}UJyr}5ur10P%C_{xJg^bd6)TF8=O(#r-Fg|<
z6NbM@D_1z(+WqpgtI&>eb}9tz;Wai(-fC$>3Bn#g1T@+PBk)8(DvBnm&@T;J7r95I
z8?H>wy?Eztk$DB+gA+Lr7=Z&gK`|;nCne)C+DSO4t~~sqd?`PAt;_53G=#4yv3dXg
z{b-5nE9%O&StP*+TcloK*Gx=5uy<adFn@JG@d!4`9)e?F>IIeb5@B(|R*TG=zy<X3
z_h1K+R@6OpDw*8%n2E-OKdg?Pa^cpAXS%V)`zwvb&OIes95Et4P;^w&6Q|}-*Kb2K
z=|M69YKj`K9!`F8a!W#^Bt-ge86u<FwT)jc?x?-dYDJgFy}D_o@vFLM>Up>2ZQqQ$
z++Oj?y{cdqDqFZ7p##OHI>B7Ih&PZlcDk#c{5b;ED_m-<v6oNu7Viyx$1Qrd^?=WW
zP0hzOk~c+ajHVr}&_=-d&0Y5{>|lwG^{6AZHwrtS*E2mm-_Vl09?cg+?RWO33Dsmx
z-=akHpM3KIq@|8de&RKE3UN4I5;Zk7q&AURwtjNqr8!Hz6)m}USV2&!A}HIzE7wVP
zRr3eu?oo#h35|FofnLX^`Ak6=ZP(W7a^qarE?vqSrf&GRd~k(Bul;h-=_|Ic)r_EL
zju}}Na$Mv8)sR9ti7JU~U!||tzAZ;qvHkahA;g3X$LS*4Tw#;Zt$($Ej&I)lm+Q9m
z{#~S-0xY6di@G@phcFn}_?597PA5;^3stEe%b*aj6vgl}SuA>CxdH-}9k%bc>4+@H
z3G4_bXw<k4&kgp9CkD`hQnBe}{LL{;w-a=8uM;&I=lX7g64@t0>!L7;BPnI<SRa#x
z3iXF7vIw7J)jYDTF>^ooYKxdPBL;@yafl^ND;N<IGJ#g#Uk5kds_7&yCAs=$1?MCI
zyhrvbdG1^8obo8Q;2g`8C9m((M{<w9awpdy3k6zN_`MjPUrQ6WS|V9RF4=R+>C$f0
zJxCHAkjeVGzX6-FV^!F>3XVPD)-CUa21_|!@A-EI*K<PnE4NnfS<wIVc5(YPj?a_b
zmE|a=%TPjxL`GJ;uCyJ&3{tX)gszC;&AyiQJYL=i^}!FKzrwnuudj^3aQSIGG%B2g
zs3|K<h~8$dV})5r;VoN2&%jA&^H{t9EF(YEOgRV{7WxD^2VF<Z?&dr6hJZHBOZ^)E
zaB88Utr~|AT;29+(DZ4l8}ATwaCjUdUM6c{Lm*lFVDXq%b7ROadY?1M;iyl$cY1JX
zY7&}4B86v=8kX0T#?~blcyy3^Sr|NZnqx69HvfcHATeOQ>1m1}C1C>0ep!{eZrs4f
z4oB7f+@%7hs)rELzJuWk;nuMWNxX;P^qus(y0Y?AN=oCdj0tv#$$Bd33b!PPyq(fU
zwG7>Kt@YF7I=cSf`{sKmDvDn$S8t9V(z=i5Bt2s#=AhPJ>FMc7WDjyO2sgSI;^k^~
zW4a^4(@#!`^F|!XurHlIC64%t!YbbjpSL*Wc&?KgBO}FT^C0j_hu^_|CNXN<12K3?
zuUmUM3eMSFtc~0n05sARhSV$Mx&Y&zx_vtuaII<mvl5xp^f@3P5(Ml$`=0aD@L`qC
z&HtpsdIzWaJDC5fs{_$}&LKPHYllZj>K{^Pm@)Z<)igy&yr($Y?AVemaiE{OZ4gpa
z$D~I4XZHXCM;yr<s^^q0Y-~p|XD9|!+vu)Kku=8)qdWT+Y>k!6y^hxFq<eJgfVm>k
zr|<G*%Sa)L`DN60A8`g07(%b|+AZxTcU?JsdN)zsasvjW!>*{mYI?uzW!~nAWUXPk
zJdv|nY?rr{^o1R9+s7_qvcZh))*^llBbXu`$}rJUBV$0sl3IMMt+$C*^_eWkr2O1d
z1vbfpCVK6!^WJTxk&gBtXbEGwSo)0bXs&9J+yfb+E}4*<LAb^<uDf#UcEV$97Nixe
z+X7JHJJ(uvRtU$2ES%autL`qT86L*U7dkbfyI}dQPPksZX<|&gs{Df9(n3}Oj?{?1
zZ4PY72X0%gd%^42l)XOjv$sbZtAyaz>Kt^S=%C4t!B0bH0+LF_`ZkT!2;YxO)aC9p
zIzEJ}T#N72?R)^jxbGV-fs=br%lZ~{$AEYlBame}cSSeNC*_&*V&YN#IN6;!b!wiq
z^>dCUfacoN={Gl7q&7{+^nbsaL$$G97iU0Z)|bC!t}PowKcX4Y;?^eNFZaY*uS<(4
zkMQ3AJpTASc1BE&%O^*U2&BA2GWI#|mD~PD_t~}4m@5uge1y%4=8j{L9kld-*$bTr
zkQ^~k99R<(@pq{%tqCiNI+e7cy+C-tu9#v~9Ujr;?7~1pm3vV0zr8l8|JdSoFu26P
zuZ=xm6YMBqvav2CE_xQ(;DK7Z_TS<&GKGbO<0G?tSA5@PtzUpw5fEIIH{5xOdT@P`
zigeCyxIVmVe9d6Rs$-N(078dII5tnHHM`vuS(E8TI6bv>n#0YmJNbG8w`5L21{|L=
z@R+M!7x9xF(c{P5@lCg5N?1ib?f%`3Wr>__lP0}RtU5$Z&gcZi7Z%wz0GD28mXv<{
z$Qd(j<c8};{;UC-@uYm%2c;TJdDuxYUK+I~eXG#%<VEdJ>~)ZEkpd?>w=G+K2)S%&
zkd`LJKdnVRNE?!mB?pZjOp+Ve9WVep`lY#@_Sg+~(e;`2%qB&u`leYzuFlG%>8<Zu
zBGwGLOD8_qi6Fg)G=SeG&0oKEt;+D>k2hvaq~#T;D&=gGgZJ-gBUd9UE!E5_0PSbs
z2->S!Lu2)%A*Z!4(1BNz|7e{kh>fD6An=3|mu-Etnl5^ME-UkT^AFNmwnW4O|M_T9
zf=^V)>f$um=$p>kq<q3-ezv4h#C7Q0Q$QXWyQ-%;y17l>j#-$U>K*x2(>HcLKyD#?
zs6clFN?F&$z~+d<(LoM_mph()wbpcwsnO^#;;G_uzW)8to3U4z50Qd*J}_2B3b$Ik
z^_-sLJZVV};-V$q?g?w+!`3t&>6-iIbQXZ?N;YpPI*_fl6!;n^<mS*)2>kPT3AzuF
z-$jqn`R%Fb^#W>wN1#DRQF71uh8zG9LU4Eju8=o#)RBLSr-T<Ctwt7B|8CqE26pb>
zjf9Ys4getL&R+Tw8aDX%(n<H_&z7yWv$N9=Pap~Ru=owllticMYbTCw(Pp~33hPw!
ztRTQKR2f2<CLk`KA3%f;Y$wY#Rt!<K_z}Bl&mb?mZdKW>I6$t;?*GIz50T!CC~i2p
zj9V+-jHhx>OegwFkfoQXj@jzB0gN^lefQ1#e#}_OV;8chaF}X(d4au--QKuA{ddVW
zV0H9l-OW-CPT*}Z7Uz?bQ^Mj0uKOSDv`!pS7wmkBqw$RW+<R-27<(nusA+(%t=~FS
zxTf%QZ8O70`hIu*?tBBn$-vF+dY;|m<s-mDm{>_kgzH6EXDDf(#p=g0pi|a(NcG5R
z?iZ|VXkTb^p<fWX=BI5>OL&E!;Bs+UnrHpD83~Jv?w1W8GiJjQtrC$<31T)hX$f`<
zy^uEc`MrZJVtV^)X6ZW^+_}3UQ`m7R&hAmPKcTn6Zdm^<@bhGcWZ@I1GXB2xnJDlG
zI6OkU763&u#GdHkMP4;XWrsc?NTOJk_=B*pmj&ODzuQgR4v{WONBnuK!WCF|0H#>^
z0ffxvgi5cxF;&<4(&80c`w1N#%<_*6kEZ#I<rop@JH}?y0@_&m9T3c!<~j%W&LagE
zn)EEgzT<P)ZkUdE(MC_7&|q*CBA78V&qO%=pHNifSkmKD;QMZpS8!H5r7XkgL@V03
z2YhQ&#<uza&I|U~w0s=E8za=|B=kHJrw{`22_JrQg=lGYB@&xY-spRNECcyQ@lt{k
z93xXqvZ0In<nR2W4y+dGE6dYE$l&#;`XzZgH|);n<!^sfc2awC$h4o~nXHdL*ZJNH
zUw-Gl?X{l-(Wr!&3NIt|;xwIDEW@;t%;ZZ`u$cLMqAO<)VzGgX`s_|q(851L&+(KW
z0>D7Kun(nTBp^>(*Hc>DW`;9-fVmaOHyncSVu1{R?N6JUZ4x9!Mk}9$P3j=&P_Zl0
zx4GWhLEOz<=NrKpVfO~%?EgBc*TD0`7hG6WOC(HVWt613*>tt^074nT|C7JQ?eA2%
zc}g@?PLr8huOZW(m8kCBWSd@oRdefm9kp4VYhE86JG=FDv|7t=qgQ9;Ik3i0a#Fyu
zfIE4!S=o8UCZ1i`l(jTHD8v3EEVodc8XA0>b8<_=sdr4M?Yes>Ah-x+0tGO?nHsDt
zL*keSP{#TeU~p1ok6|KS`OKkD{MMIUx^@+@zWkKNBBSR+25&rpZ<9m>8q?;{A&<#0
zNiA+YNKTv>JoupG$CN7E8^k;++~^Z2!5gTBHu)L4(OcI8)^6A^>+Hgw5goPrw4r8D
z?sv*WT0ZlH%+Y7jkK1-Wcsuif<)dMJG`9}V&}!K;`$qc^**VYe4Lwo=C9Z068scXD
zk|o-4wGiX<EqjWlthxGM)Cdg~-zNBXy<I=k2G1AhW!RWSb4WB}+MtKQ{gE4@To;2-
zoNpwN0MB|g9=6c#+VRbK&w73twRu#I)}Z{w?>s9m2;P9PY;q)K;G|j>iidy#;4=l{
z&-|1Q-RFwuRAP3m$zY|S<)@&ajmm*iGEyOHJf4|!`BIwoJwB@<w(lvKV6~=q`=2D&
zT8Kw9aZRWYXXH9P18eT_<nf>bV5_`EM#HRBPhPpw2jmNG_n-8E7v>3EfC(a0JtDe|
zxhzv1ZU%xuPGB`4rZuB6FTAla;oP}(Zxb7i41fUZ6gQ&jw%6Xo8b|S15XSt>sLcNM
z`dmISDYQbvfGKA5){V$|uT5`E(ns#G>_IEH0n87Ea{j`S`$U?a;w6i|vtlnAD{=9G
znO&{4T~aEa9dqw5rNKfr`|(QN+J^goJLj{-#-XhTn*+2ftOn255osPf7iJ>%)Y<a&
zP+lI*FJ>p0bKf8pdLT+A(Io0@c2hGbzg|<w#1j^=06Kv)$49r@1ESr7nTI`IMTyS)
z6+Q0X+S5x@a6$e7tpN}06xQjMuRHMpeJzt!evOyk&hg0A{SiutZhGRH!%ndjx2RWJ
z8^seBX&&UATgFbk`=g8fje{M80F3v;I&x4&y(b$syVW$EJQUYKhKHo2T(`<hNI13W
z!wcDk8KH+dMsJ(4SgHSvI-LQs*S!0k`KeOZ?8cm4Q)g?Xt|?I%cNdEk`pw>`tIQK}
z6Mt>4UIRA1FfsRa{3`9GiL|Ad5AbCp1kG5JqX?`ZwncymM)EKk$RAo_+g!h&##+57
z3#~K~_+_K!ys_?m@yomezjWW5$-{E~&am*6I`BNK1h1n5ieRCagoxetMvEGjIewOX
zxicM<x)yD{$Hjd<k+eY4o5X|k9i*AK%nMfpbY8#yyoIJg(Si&6q)epm=elMbSX`T!
zwY*EjQLVVk(r3dCRm$(O&%S%{``vk$2DP?D3t`HKA?+>d<!jc6pli6IP;jQa18<lW
zj1`4giTd*7nO#IX1#JYuhxx|0pgz7kT3TeScxsB}Wb6Bl*?v70nKqjuTp@kiKd;sn
z#5M<8WRL&U`1+fy{(6rI4g${8OX?aw-eDVKt0X(Unwy3g>Kz%-F{^)W3+XGpgJ}OP
zPliQF+(8OidKc*WDLNjl#AdXA+0F)n+`FJ%&>YlF^UN4!6~h_#c1V5PUc1*a_^)33
zmDfJnZK$CiTm93v&dYt?Qp@`t2UtJ3nbsaH0ubSD->82t*+%dQhXA1I)3Kd8zTb5P
zfI$paJbc)787}(~eFXtVzb$|?rdJ~C{^_M};=Z`YjU3-Kvons}THg6VRr$X;tDEF?
z4m?in*Xg(><u-<EcExy22kji+KTu))&F_RA)V!7G^kb}KNFAOqp@Ro1oUk(Xj|0zh
zYvsTmXwZyQOe7>Dri8tV$_NYld-|4^OJ|l@>{1Ttqw6r`-hwlBT3fEnSG}Z_=I0dS
zvBwD+@BFo+L^!!1Kbs?Uj6gXlAs=XFDv_z-N;MPXw!Cyzpv#pI6E#dj(I5aQIA-A;
z<*I$ZcP{TQ!JcDk8d&VP9j4kV@P|*<JnM6J$Ty~{B$7m7+ycZYgM;->CSLj2VVnA)
z<WeUg)(Z}9IDRZXuL7y%uZWY4>O;2gGz=SRV!vzH++h=}vz~9fA*cJgVQ%o>t4c;k
zPYS*N!>~_cW5*fg3z*R6`21Z8Oqg&;kB@z@_L?j5(X{ZR(-Y@Ce)LFyXoL@#%kQvC
z^Szy3vH9N4j`W#MPfD>?Y(V*Gd3K@j2qSwOD5y#PE}<%ASeulYC^MsXZ|NO^Vl2x8
zE`Sx=|L9|0!EE=kp4*Q^gZ8Ff%U1Ze??WF89hVP&HqRA5cuA?0JK-SxJ}GdQbx7Tj
zxyN%>e@ay>F1foWcg-+NRU>m0IR9tPJF_wGr^J~(omOoQSh!_*ml(~UQx(p`TM5xh
zsq~KOI!wgT>|AIHalj5X=(Uc3(+(c|wRC>&JWg*BMGoo@0<AZ!$?|5aVIF#adRUay
zVyOGk{@*i3Vs`jIV#4PEX}^i=>S)D+7QZ=$q;FeiBcBrSC1T1AZQn`I9+Yq*MJUZG
z&1`tBSF<`8w6cu<(FF%+HxF|9M!uK>VLo9;8M;xV9<8qLC5q*G&(@z1W}?u&Q*6K|
z(n6~m?fOWMOmcO4`Rb)n!h_u^?;2D>2PqlO*c)&syUcZiwxv^|N@+u{L))sx%49wv
z5$LE#ZCU)h5x>bt(5Xydh@Uf%l~2t1(jNGD2>m&xvw1k<%4+uSj@EZ+4tS3_3S&P$
zBr&{&E%{1bX)KBqjpPq>coiCmy)wlFPxK#IVrge95b2@LB!`bog@g_vm8C52yfx#<
zv6e5Ny-!&tMtb0OrdxCl`sF>z7wAAkEGYkgQzHVW1*xS$b=&Xke%5fd%fhZpGggU^
ztP|b8D{4O8xzO+YydJamI43rD3<&#hevMk|r|?tlZNcmjL&E20i6J6ZXF+uvceRE7
zr<d*i)wg6FyBDaRaO=cu9lzb<cGKZIzH!cKeKHRD#tEnK3mGr0Q{F^@x4u!v3NuTz
zsMO|<z}*=moLc;TZ>pO8CFy=P;}&L}9Gl+ISu<iZU`vFbNs}x<A@tPZkgH2ZLxIEw
z+%1dsJvc{NcEGBD1yA<<om7!pwfbd}x2CVnOaIqPqBRtrsk@nn?A;@Kt!2rU#!#EM
zh=~zRdpbQ|k<tgfK8^8|51s6;Ejyc-*x;2X6aG{*z@i83ec61=N!|ArujZ~_UwOhe
zuG&>q3v!wtzj$$YS<;;kJG+Uwj9Iu5Oab&jUaYp{%<>)6wwN7!{p2+BrCoP^xUo80
z@AJ1_vWTs4IoBrvtchI&`B`kN*4+ka!<WJT%bTIW?_9|oV~(odr_P@QguDOIAo!{I
zB6E$nuOC;>>Uex&v6g<!zpv-n4~!_>s~plhDq^OKV^0&c)noMr1x((>K)(2SXMqLF
zXo4g>E65j9ZB?3eG%SovJf_WD&wF?xKqJiV-ij|Yr@3P%)RO34a^<OppkD;NAoe;?
zTFGHO?--6cf-|$laj}-tf{WGnw+k|*Pr$>9w>ZuO0e;xMg_67VNx&P`Ys)TJJkQk{
zZ*<6HcI?D};{~0<E_X5c`;LWAtir!1lb<#(tOyu4_^tnxv5}XCL|c5!b(h;*7WB{N
zgcDi=wYR?>1$w~g-mrYOUnCT$P?8cCf8oucW5+&SOS*5^&vc`2+=~joiN_wTg8W7$
z-1<#<mgV5OZT~5{QlRg+^)-!NU-uVYd>*?Xt}XD_JL_|8f!9yZFF#@FvNH2^yYx5l
zT{V~cILO>V!*Ob7-$N(5?pGZ;f38Q3B$bQ#?}Cs%3G;i84xPVhu!m9HtUSNJ^Gxa{
z-LA0RX}EKWd)II8Mruz<9k-!4ec|nBmhXJ^xhfO2j}eILTC#gUQ=J|tG&{U-skF6p
zOtw-93hJRYEa6AEzWx)DAYMP!S64wRIE-ZwZsV)-Vye$A+>*W>zx$vRmK8W2w2M+r
zJ3=^yJ?ES#gZL72g};!O0P@&$TImu@DZ)n(`cX$R$5tEt0pk!d@-&)ShOYlddXUY5
zDi`fr&!==WeAzDED`C`S#%a2BLwUVt?1hx7{G`qSBW8t}$^@DYU-Vbm)3^u!^zpH&
z2#<d~&v9buz(;Z(c_&*<40c*(4@@>6)vedC%Fbmj0aF52%&i~c<al!Ih%a&b#~MjI
z*KhY0U2*KY>2pj?L7heIp{>~Sp`FgnKG*g%xBoU4RtQ4e-+iAXXF1|_V*sb*=G?hj
zk{wzN8RQ(h8QL{8Jlq(al|X@nf=oDMUaWi6K(gvj0ej=*6_HL4hO|wmD+Y4~kROLI
zFZRw}s{b?gPImHkiBCgL%s)4B%*dLv^T6lRh7G|kMqI-Ql}32!-=A+udUn}&Dwc2;
z{&DwjS6SpflZ$S8l{r_wy*ILtLbR#bF`)0R3q70~?OX1cy<YpaXmZQsIX>kYV+|&F
zjoSIlYhs^KPo5m@T<ey6;Mi2(z?sFf8nl|nJLhL1G}>cu+F($h`;0mn|LyC`)e}i`
z4aixo`zGIT`k_pjh#2F_S^5Sy8aEsq{M?v0jfD$8jgRkC-0k$#n}CK?h<5l~|NU3W
zGs$b_f6;ovG;#c_mVS<ytP~oRn`iNA!>M*gmR<(j5Yu9qDeu9!P#m>WUU<dp6Zb~e
zOB$JX2&-MljjI(I{xG_nQFAFzEEKK5A}<}wdT6srF>rNz%BYmf*CyxIy{{1APD|AC
z5^b{OEOd96C#e3P5R&i4W*v7m<Oe&Inf~~sLoeOCoPw;c5~T0H3Op}@;}Lrsi9KW&
z90<;oX9TH>xr%z}-PJu3Qd7MQ=RWDsJ(i6+KmdM&231^}O6rL+7pFdZDk$vLt3Ecm
z)7H55cT4quW8OhN<WAN1foh?LPFen3oA+dS-P<XJm#<wr5$(}-BK_H+&I_t0#t-ny
zv$0=wa`o61Grm50dbzLCqvWl<_Uu%#*us!#Q<Qq~va`bJmk>B_db4y+h-u$_eR_wP
z+G-?A1sKe3>6a%vab)P1;I=tm!bY}~@94Y)Rb!cGc0)4^Q6WJ{A;dAXG(7jZXK$tb
zj|@<cfHKVJjgSbDCgJGsviG%Y)6cn+9J-<D;tXrH`FF(sTL+`l7qesit-VZ5yYdB;
zR{a<j_;ty`n%UEa<SkAPLV)o0F4J<v$TwK~xT{yg2olMDurGC;G5$U99jmRc|85~#
zy<v(YM>qn9RgiDq;Mz3g3#_fDozSQ^%n(`@aY_IZ{B8^CEVJ)a8v2@nuO7S#uMhDF
zbyJ()aZN^-g?Vq{4_FxX_Kplca?0|h^R?Wnfgb<*x_gW_IsMO>9x)rH&h39+Hg(fo
zw;3uk^i;dmA2@H9<1p=Uq8rQ6=ES_Sy6eJWb88Oey};~GVh}J!d_vihk0ISYj!n%B
z{h%fzRj{<%ykTcv{CIP&rTkuJ4>JD9Q22FV!u*p^Yyf#eXw7vH=Y$N^Gw$J?J5gjX
zi$o4b4jEkARvO{z1+U7ttS`DL#@-8S6Q^sJswVF>i>9GB7Bh<whFk2vzDo6E;-(IF
z!8w1UAQmJJN&&Cl()Z-%X4-2CJ2yGu5~8%bb+8fdJda7diy!mf+(@vu=``m(8BdhJ
z3rInvenZ+<FNZ4EzwLhW%QeEQcUF1kD9aOsE>E+X<>4_hbC-SWf#Pt(YpzSKg}nbd
zZP|fQfAt6e_e+!7F*;(8>cNxi?s&#OO`6?OIAmW+McF@2WiK2wT{BLHtAv<nqvF1O
zrfGlN*8r8gX|3J+1V{x~?Vd6+=umlwA&z0=YfiN`nHxCOnLA~C?h1IK*St5f{@=Wc
z{OcPcog7QRf1SVy0n|_<dfxAEhs+Wa5M;$M{q57BtM8~+ZRctHA8fq`IM@CE{w>)Q
z+1WD^LfI5DONu0WBqbz8Hf8VKAW25qBn=9YBFWAyGAcVMd(?ftuiyW7{Ez#%@8h`o
z9^blL`go7m>-l;<&+~DLsJz(!%IAOlD(DdXwqTvsJXhJcL$K9t2oO@tcK&lrKu`tU
zE|F{Pt?HRi*9Yht2ms2ne<;{@qwZq@QNnsgFw5&Wd|<2JRPfyDCi3a#I=&f?+L3a~
z+UVPzf+Eeh<na4RA|jCnBC4`1`RC~ZbJ}i`caJ{lp60kuMaxJ%J(c$Mizm09^StnE
z;b~ogr~a_6)i~cVmq0FG?Zhhfa&*LrQ{$DFT$Pq`mY%eoMUtEcIc72fx2Ufiu4EMv
z7*JH)lCg<kBn)3LJQ6l=)ED;vs6?*{(6NZ6zZ6FbjNu+@_L<1gK_7tl5`5n6c>a2R
ziXAw>RAYSt4&e62dy{m1m3FziOJVX*0bmH<;5TGE3+Z1siAd)RB6MzhJomJn7)H^k
z$n8*ly~m4`$$nHwg0&^}@@-d|1m;m@D}@Y`;5TEDs<)r!ME*X$QBo^(@#d!l4Izo+
zOObM%g?mHp<m#tTW=chK(G|#%&An^U^ZzY*_U|v+gH72j`vO;wfM!O(eo%?ye*T&+
z`ZpaXz#<l0@hHpSsPgFQV6{)~-)RHpQA3r@_ku7ABPb-DXk0A-BMCs<M@-_-WsPn>
zCW2TgLRbwRD@1z4nttZYWsO^hH`Kx70S69E`^BlsyzK!gUg0=&o`s8>5clF(9z%3m
zzJO*%xNGam8Kcgf)XBz*3_RC*RJ|q!dv?#v4GXGID96J+2uRG^u<eE(yGlJVQMrf~
zSXF^fqP|9|hW5Cq=99cfr0NA~Nw+7jy(ZC5A@{RN;G#xR<U4pSdqew9k~uLiz#@vl
zH^1kr68Y$-W>o2iH)m}eJh%#8*QRuQAzGi98zeY1Ewg>V=3TqBYyp&u*>jh)c9~Sl
zBSk$hju9;7H7Jze2w8G&I5(Lw49Vylm3Rlv+VeuJ-VL&@lj+q5xKJcR_%`+8610WZ
zc?RU_kYtsSaxv)rW5i3|`RUU)*@`7l3+PGgAgMTa74sT2_nTxS+sEMB;zsk2_jWtF
z>6?EBt|#BUi_zi{hszIZOIZz>_g>!&6#Ms=VTse`!S@RKj``2(UJkoGkBDR|{C=CR
z`7Bv3hC9ajo3r7MyEHdbPEks1MW%=vQZW{0)V`YX&2AC-IYvo8+?tep7VXD%?(Sc`
z`=0tQZ+jm9+%9f!(!R)l^|EiR7MSj-xmw>BDLD+q9~47G&3OE{u!zV+=nRIm2=PL{
z3v<jSq590)7x?Jde*kx%c;UX9o)me`W<0#M>?;5QhXpCTez&<bSwA_a_xhUaq{P-j
zZ;MC%*M~Sg;3g-jc^2`)hmE;SS<*N3bBUpiq#>V*Y(m?*hKroC>Tv=POjwr|J|1Yl
z!N;d7#25YEfiT+>h*QkY!CJio-FY}B9)ZghnG0aN&`nAtBT?WRoB}!d`H|2&`idQ$
zDiz&+CNs~XfZ4~CEIQwmIjK`rAlvs}T&y++*YveGNyD7ndX?xUUBkDQHb>r*$55*7
z(JRazzF5z@+#9U<COh=t->qfeuCnwH0ZpyejR>ik*ho*#j90I--23{-91Mj0N3R}C
zkvWknU6`TB=HSoxY`<#50r;f|i2;sM1X&mqQVjXf2_1J*c+fY4dIb~|VtfFh+9t<4
zyzf{`HB4?_rdzyJ(kgQ3eZ<7>0_8ThI8K7VL~qCpfiGlPOZU6a=ltJEWkJmrCP(eC
zjSy<9H5djlg!vE9tNLSSz!mvA9`R&Qp5MC2<(O;?hyT_G%pwqJFA%nAL->CqKvh-M
z!*klu*<R1aUxIx8Z`$Lk3%h)l#qRB4!gGax;_d$pE@kv9f9~{}ni3Vu##P1Q7x5M5
zBEBR6J^{tv?^}ea6Z<K8!3!Nn=zWYjvgFrBuwj4eK5_UV@C8_CeU&~>NwTd|=kulT
z(<jUdKInWen4_zE|CrUvd#$d4OK%;1swaIL;$`MDE6i@2%4~ck%}Bm0_#T?A<*O@w
z+0k@oyJRaSMI9e_cJI3T{Py+^E5oCx8-7PR3b0Cuc>LfJimvaAYd!rv(qv!Z7nhgO
z`v8Rfi}@)9F{yzx$TGtx-X=tR?_MIDo3JMwDtNb~4d5=^6$nrZyp}E~40Fyc^W)uq
zWgEYy!?hopBvghvVDtL<tO11sq<r6fwo*<U0{Y-kGuqm!OGW74j|00jPJj#vv=jj!
zfe_|DYg(C|R1$u4ZLwSM%~G`H(-YI*DN0aY32&Q{*4Wi5)WxC)?II;bJS%pYIkE@y
zsk1UhiwiMdOZHM$ywf_Uqqfw)l%eoasocxcw$lsk5%>nb5o`g>@<`OLii<HCzW<IF
z3N+<9aOo6aM_cPm2qZ$^AWJ2{WrSY_3drm}udbot=%{(}gI9n04*M;gE}Y>wso9hr
z8L7duD^5U$MoaUcQJmKc`k8VOFQ2iID9vUgmahX!I;(r>6D~fnjW_1ey0t4_?8yoT
z{KQv18Ivkf-meW^<v6tO(O3rQtb}U6viZfolicRD{hIx=TA{6no$J<18_wm<6`i0u
z<aa1Z-l|?WgOSe4$`X-LmVd^1|E$l{$Zsw%9KEckbn1~l)YP|N*29Q&^v<7`yrkEZ
ztPY>aMzC|T#zj5qOP99tsxQfLdcGRkFDYYQ;%Qvl+#v0W6$Fi0yhGu)>fAx~Aw<A*
zGn?oeX$m0V@;2TpEH**JulioWEcvk46{iv`bKbd12Tf|QDpg;Uj?##dQQGP7bR}PW
zuVDQ1M<zzWXMF`v9ue6Y!t*L?yWa)nIV)crQV4W40gy&+4p|hlCL3u@S`0LRL=y~9
z9>Tkdxu-Xd+L6)GZ!T7hO*_8pFWkPa^MEmo(dXR350j?fcGbKoh>UIQGNm-y`y`dB
ztWTUIs_Bu%R=tNAgH2#fRBG5TugXn3r>?U5t+~AI+2eKPlfR3uYFcC#^cQozVH5wO
z|L*yv4dz@@yE7#MM+(oIIng8-&*^Y*Ha7ytjJIv+CdKM0QOcIHEM!3_u*xBWhPWg$
zcJUJ99nO_cKTS0meZzix$0+1=;~<FB#C^AQzud~EWy%o6@zvmZO-9n0<iA2#By974
zC!njWq@<L%FT_`iG0{o;uvO1xm#SFTG{$Scg+7INkX$kU_*EynDZA@uG-Gk=afMGu
z2bGn8L!LnHS53hrBemGGyYlTyF;IyEr>WQ3iHn61q7Du(=)K|AgqNCdH~wg}e)X%i
znKt;w&$4#@6Or0HoMGZ}j6Rn0uc_}^D?k5X*Q*mxCd;^|`QYqORm`l;nVmkxm}j;f
z6}W1`*!|PgVC#agajn&jl4t2ZbA&zau<$3us;4Wn9jSMHQ)(V2qY&xbL+yX=V%7nf
z)YZd7N1Ga3QQU`UWS#r-gPx$T#+<yL|B*0fAmGjD<VoU9+U%+!DB5t(*}wQ4FkIE3
zN=w+i0_R*iuWb~sCubd%^_O0@71;gWZ3+D0#qBsYhD7I@aB81EEo&4;lUF0}o4o#j
zi;T}$@|`2E(ms<yBf--JhK+%|Q_+%a26y7#iu|SQ9DQ3b|E9CFsq<0OK$ggdz4hl`
zbeANL&Q3NOpVq>tjew$2A%vu+GrylR&gq#sJm(M<!jA{Obh$~7ebJ%YR)Z6JlFO(4
z3-?ziKKJ?;BQ8nf<0ACLUPH_<cCIm9{B&pMC5_9{yY5Q61$av_|Mz&k%jKQu^vO^9
z;6>l@q=eDWkM@#H0Nst8l9U0H-SM_;pA(L=(9$R-$y)~r=^p9(amjK$q(x!=%PnGz
z^sC_H&KEmn;ClWa`G3uM{dg91a$(lI_*q^);L`A>aPnV9+v`=kcF1}nZm=&fe_JEC
z3R`t2owwWBnIkSR=|i{Mpzkprp%3L3a`nimlJ%yZB={FL*&XEDF&{Tcmd0#mtneh?
zO~K?qra+JF&1j)Re_z)OQTd81d{*)cduo;Nr~h?)?@q2uzDQ$$On=V(O0qS-s%Jw=
zkuhMyE#C!{jAKe4v37fr^Syj<A}UIgGg##ijnC$lU5*}P!JBViztl5gxy90>`7u@}
zF}|AX2m_hGRi>!-$KRfp>i*@k*Wuq_T(@J6-)ElNHdj>Vudnj|P>}sFyEwdZ?pbHW
z49VyLCO41ItD7<Hm>vrsKKxZgLy<9uM4bWBfnV%<SCyPd5kvncMmP9hwv5-K{KJ}E
z+;eM!M^%$_*I!95rya%hPy^TcOobhEap1pYWMt^tLpqZCmNMyFq<-`<W@$xj{^UoJ
zx#b}*4%6IvKY4XYJ3p9@Z-<fK4x=31rP`ljgWTx(#YbJ3kmi?NjCOPuxoxnW>s1>n
zA|>Sn;W;iQ-S(8)`p6#Jx8~NLIRjo^W(dA<P@K$1L%+;%IZiF-jVd@lMzW|;94i_F
zx1VwB(SIqH@N}R1l**^b$2BQ9;yriq=Zt6#7e92jgSPEWf&ADfFX=yN#|+<vp8P%g
z;#0L>WP#!-pZTGcMxmQISGx3$9tA-(5tUcjK(D=4QO{W^cK<_?_o@q8%17o4zGU?Z
zLEZhm`w#gf%(a0Js;Yc$v<ogS$GgX9ct7EA_7Vw(oK9|e>E6jIx|D`y$G@}Ok0g!F
zLhd*^lJB+}i)!8Rh3e|=->FpJLWE|(Tx#i$%NbI$)R1$CTM8|<^cLrsdppn@RrD&M
zylx?iAv?07g7(4%w%f^te@Vr5C5AgEiM&l*J-qVE&Q5yl;9k|^6rZH|bD~8zYF^lP
ze*fLPui(jxl;uAI#??<Lbx!T$E~}2<OJTUj5wE#Ny)aQ`F8;gbH{q+3N&DAEZyg?6
z@!H&J`&L8Iyhss7EsTP2fDhc&j2rMejixe3^|};~VPRRTQ25m$RIM`;f}8}Hs*4_`
zwK9qykRL&UkAZNcN&b~Vi9=~l<Wxxsu7xah7Y_>T;8aRJSQ)-QSp>w3+^l-tBOy^#
z(RHli4AKSHIjUREHx1ZL%4aw`yVO@tNL?+ViD(X=^w`0C@=j!hRYL!OmT~0m@JAHp
zH0JrM*Ebk)89!a&C(8?Gy2)j5(un=8kc7IPU4C}(E}@3&zfU~T`E~jvzgb_K;Gery
z#x7q@4E#~v#Vr|on%kx3ht1pjw+sev`Mi~AQA^)_{O{cp-qTZgD$nidkyH(P5jH;l
zc3G4Cy?|n1=5~0jZ$||74q(o<SQUL{CdX(ut2`%9Y@?Xhro!y5=-RhyAO91?Y~2`g
zT`_+<C%4;8flK$h*gZK~qlcH1JwF*yvrbI@m9p~WWb7FU`(v&i-u6B7a9!=Gs(>WX
zZ@OdIiA@2#Tc$<R(({TRH$|?iO@4E9$xuzTh)qpDo|+zKdN&ULyLgb}r1?W!VWq*^
zc@usmtHp!tlNS&2%@%0QcC(!lxRV`Eue#@f9hq<#H&dt7&0Ti`NgsIb?T9=&c&^5Q
zESRt3RGx_Bk%q0y-+q0)P&lye%PFB;==k?h^2k%FJzEM1<R@&@*NXhSC+58H0}wH0
z@TP;4OA3kH+|r+gFtaL?BEs5OZt6d_`wQC(!`Ee-ksD)|`IUD+<fyIt+z%P~WqRfd
zN*C_wy29UtJlPn)DiRXY^a)lX5d@tl%I-@WI>Zgj0>x!kf0dmP4Mn;T*fH|*eoZeI
zIl~<z6yR>3L`B+WxM>%i-LGt=s7V^4o!BL~J`s-IuoRuUSYN?Bi?G8vhG0##-Md3&
zWFj9IY)^>u2(^_SG~N8&lbR5f_wZe)S)bO4Q*7rmb{(5pvC^^h6d8J!;n6p>D_7(C
zw$mRvghCnbaj4_bsdzNemDCy5Y^#wqcU)syG=IF9_9<CJ^V+~&eOGT=8Ld~!rYq?=
zsZL4?o2zG-%l_TI*>WM#y-8;H-^Lyi9#Brq{?u*X{OR@Do)C=>hm^haA#miu!H`cM
zVw3q#IKi7j(%0L&Q;O-vaAZMVUc|_VZKies1P7QV+`p<Sy;17Lldv)BS4_0_tu3yV
zVBCtPw8zKs%;<Yp1gb#t#UKJRTl>*BVI)M<2NaLxfYk<GpCwc?!om)kq|_lXxvjkx
zw3An>7=(;8?=aQtJhx-qW|^~=bND=!RO*_-;>!``O}8V4e0*#|9`vV#tQvm~_gy@p
zqE)hsWl`6KEKi%^p3?il{O+)4IeBL^En;il44lo?x$ySnQ26l+q`NFlC?6H>)R)bm
zVhmC|tUsaqXWMg?EdirvT-PkARF#<KcF=hGcN}%O8{Kcr(#@*<B#STEH6-NOYsqYt
z*XbYRf2)&y^Io?)gs8`2pI;{|QD8!Gps04){wMSdtHtRN%CtS7&DTsZKF_&74I_oa
zQBS$sS7t@CjfxaKevLeEFwYaHWz@St!22L2fB03-=Gn3`i{iK@p(6lV09sGE1YN*e
z;&_pHLG;K7Ln7pGpDO~;=@mTGWGgUbod@LuRdDVL&WMrpcLCI-IgTAc-Yy?5=7+LI
z@vXk|w>&zZvfxH;>Y<=6z?YP<df?P6=2YP$oXk{4)P<9_#+~({<6Geu=btYbj6Y{D
zz>4H{@VWFQ6QwZ97Il)mf%t;L?NP=fb-f15*B7=HOO;HI&I++mPdPo>A2;%4hDo%g
zui~2hK1Rd3X6Y<uG9Jr6A_T0RFs+hg(g>+JI_Bqn%`Jl!F^9DoC|mLK2d0h%1}lA9
zAq`adQF>nN^=Dl_zl}&O!p89b@lUS!&SFsf7K4&{Ai_!D!Pp6@&94Vd31pXNGHRLi
z9vTglk@u&y?G{Py;5?4h(p&IUQclLP{{zQ<#6yXoxnbZU2j39D&;&f#|Lr*a4>jcO
zz|>sREgamDo}?IjE-5Q9-t%S87NxwV&|a-N*~039tfb0gs^LD>lO8*jl}|^L<<aL_
z@#L!A=h4&k6<XqDW8xh=(pD`hbB4WgvOUI4NprD8ZjiJ1sl3_V{w{;gHp!Pe3_k7=
z>4|t%An|is-S^eM2RvT3SPA|5>o*@H`kNS6VMdimfN}tPU41%q3&^m6<BQ(@N%`43
z<Ag<Jnsv^2oYj8my86H9bxieP4XguE#O!}DJ&P;CtYkqjF}TBSNhA@XZ$%&y(E2?D
zy^hcx-}xdX%WA6^mXh?vdh1aKOoXnly!r|mD~@R3&BJzdb=LD$-oDkg3}w*ma^i)o
zB>QgIm_zGSWeL6z^VPjaA99_{S`0cVCPYda>n$F^2Y|I<3yUb_#r<MO)PkiZ|8`~{
zlDp4U&vbfc*iiv3CazFRl`GpS^;P7SrQ*3Ij~2x8g>hJ3WgvGGOQd1gog*Z(hwOZP
zcFg)$5?GpDu6A`gj(_$_ANc1$xu=F{<v@hypz`<@ny^Xt?+<?-BFAuaaq2jfa$Gwj
zY+Q32xIaU6_Lt&I_H-Fz0@En#-O>C13i9rcVTkoGPhtpNyb~Dh2oe#ya9sY})&!kG
z5dfU+E5xwyf4L!*qv4#59)NKK)LodvA!3=~Ddex)GOVEcI7Ix)jJ;lXMLYT%KFD#5
z60t}<tf)u<6b+7JGcec*R529X&}8Ft9;);9QNW%C>C&MG4VB6=SpVdG<u`u~OTWG|
zp0?`{4R3$g<$J#pjnn?Ee^M>Xkg48&U4cB%TW~Vs@bdBX3Y{xjA#NMx<-TgeDbbJC
zHtlM}xpYY${bN`i{bkVeqP}eZ8UjtXWL%w{XQ+>vVfYPUG}Hj?>;7I|FKkLDH2<@8
zPCS0}0OxTG#wXAeo%h;=BzzSK7%KE~0g%+1ihoUChR7B|EU{ZopSp*Cw!5J5vYiZJ
zEFUg3A14~n_<84ENC>>yc=<Q2Zuj0~peFY0-5Z67VF0;^4olFm?-O|4;d!cuP*+ut
zSx{?FO1WcacHq{x2P;zt;6(-c;<nkDL%OZQD^ki!LRSBZq+jQS8D`~@7kF1Za?mVu
zA1F3fS>j82UCr3~Wy(5X?b=Bhze^Oq=W4CGjc6Hp=vu%1qjTtwkj`*k_uaq#&;N~2
z`sG8T<!Qa%dj@jWR8|xBOR^X;D{fA*3dJ4&;{Nqt$0w8e`$ud#vnslJZF4G`qxHW2
zYZSgk9l4l!{?=Z#(wifXs~%hU<yo9M)kSEyv3Aq<SGkMK^pznJ>Iu39nX(3@g@w4g
zgj{g-Ty-tsxPbu<Qo;z8wzK6Y&z#W#tUyGujkn}+cnBiB#BS}J*~A$WLwqzl5EHcI
zasrh$R8n8%Cg*nVOKD!$N+wwTm`)H_!JIZy&zPT>>rrf4gIctr{MD3-hK9ra!kzA@
z14cqwD;F<fS_4zvRalICp6|DK9!m^Nv8Q+kXmIWPnVV6sBnXK}u_vWTI(J2D?6rft
z<(m?w7}agx+E+2)olY%b%?&9YRb;rre|G8Gdi?6vYQyf&0xu_}uh}zki->Q^A9H!H
zwcFFq`{6#xS4_v!3ts#%>g%zP>~fivV7oZ|rtAD0hZ%0?2{xUi=3M{ZPO_4Dk^L`5
zqb!4!<j5{Qrm@#MaN=_2ans`9w)32yzq;DZq_=uJ?N{wC#!!;rrxG|A)X~VASj7WN
zkOTm8SxDRaa=?Y4`%Mffk(>zi$S(I|>LokjeztC+^q^pUfP_f){Ig}%VeTp)&Ybyv
zf*?pl&fseNagvcqo(UV?h<?#NXtU#ayGL99iEG#b3DqzJk0*qviB$}~b%>TYdwhlH
z?hB3n6^3r6hWfxyx-+~Z%vwSXrhUph>Q`M_U8w|vJL3ZcTq@n71f0}^9oRENG>6i|
ze@;FZpx?cIv0CS>*7$V56IQKV5zW5E)*vOmi`42%FCXmg4>RivYqfoJS!$oIFkeTR
zH6uxZn$-nC3@~;LsJBpGRbJMlTsbD@G<2$A_?6tk(8i^k6P${R*DlO^OD0AXBx)5#
zu{HQWREn9DS3hLAfKA?i_K1jvH!5g<8G%{yYuRs05lMBL0_b_-<l^q`{(26|6_Jmm
z0T}K2Air-7CcHF7_eUp6n?64+gz#)&dt#3hx9yb)*Czpcu4>2R;yNQc(q^t7uPU_h
z_l=S|rBXM-Hnc^OblntPbiW_9r1+{ZQ2BP)fKN~>QCE#Y<sskj<57*N9HU#ckv9xI
z7{!u0r&O+V1$|a(?;1wViPcWF-euR1FC{-V3Dh;Z?!IHG7&CWx>pCiX1&M%0Heaoi
z9#P&!=}Dn`Bj3kzj#THw?@$*=VfgVWvFnzud9S{v-N;O<g!Ul)@^cB_iGso5+FpTN
zs{=9p<QJJ$R`*hCkP&(gBHs})lNEgtVk;cWri42iNnV>>t7gnvuNBrX$>^W_f1??L
zhTA=W0YZ)M+tH^AD2&Qt#}Q((4(WZLNFUv>)>WxHWu3nuLfBckay(5Y3^tbk7WT&I
zbLQrE`;4by;*wUrLT6I(&A=Q~RfS9EbFZ>U7QJhs5^VZ;HH-cGr(1lt1a@{tJZbsP
zXFQf^b4#)_$Ru%l$n~9)6)ZY_BA!;4H%fB;4ae|}q|rR{T;^gUr+LpplY98KfNbSD
zt<WORzN81yCwEmiGOFvDA9R(DrPmVRRTAvwn^M;l`uH&G)L^>z*wsqMA*&;Elo1z)
zPIX(1xyOdhT#uF8cQ?9kr2?yY(*30Rkn4YG3Hd3n%iqMi9}3mmztd&`oIw>V#b@8i
zRyiZsWbWen)9KKH`k}gj`$@j7!+6j(XD=MK|M{hg@X){>4+2Xo@=VC;5J#Z)f1u6T
zqQ76f-io8-^-qK@DH;0XsE?TEG;O-GizhFJ=@LNuYW%Y2neZ5kWzoA1R-0;?V*p&}
zxlf-mKQxMJaMcz&GyZh7@#5P_H%9;9^bK3xkRxs!`XN8(8M)u;ZH`xVet*Jr?zw$Q
zL4D_P!1bek79wrE23*{}nk_4t5BX9aY^+Z{Fyy;2$y}aR!v2y@sJ*4(;`~&f!7&~t
z^_jz8`E+|*7nR$27Gz^c54O+=4G3Oz={8(3<bRe<Q+{okPnVp5-*L@S<4i`FYpYV>
zKR*U%Kl!<}C3w*O+=<{Btw}gM3ZmXbT%XNhJBlUKuqWtigC+NRF=cjY3b2;gm;3D@
z#zSxP!@S)3>IVv)hbBzBc1dS1br7g`D5!Y6N46nW0mv|axTEfy<zplXVua{#OyMEP
z`5&@m1x&7g7xNCsO|92hz1S~^!~tsm!ayQ}rije}Vh@xN2qLA+YYo=V(s=sWcWz3^
zzG!0Ri83|!L){O-M^tO`t(!a*-zUdO(snvL3;24o$|@me&h$*ea|5mt?t|7Vr-ZmO
zCgpfu=^YInzIh^#mVNc<^-Yc}A=B=CH-0vLypnXEqV>4b-m2G?tT`p_b=USLk4w3H
zRW1C<A{i00)f17H^M0({re=DXjO<x-zD23F>VYCJ4o)ibgE5W!mxDD4EGZ@L=7E0$
zt4c(Ed7q{G4*Y6;+@@$ws5S6ozjoL+y|gavFhZC>&5g#E=5d_ni>|p=T`MFe=44F2
zgP^5)`1Z`L&6aL2$<P1gbL7IE7Fow9hR)7KHXJsD6vYOz=DdP}i*=p|1iEnH!sT&?
zSL6lRD+ym6p7EVdkYE{h^y0gtd-9lYs!sn7O;)bxBZs|xBGf$?#OO9p@3NA#v>M{s
zwir1oz0Kn(Cqrw~@tmW6Y?EY$*p|<Ba7M<)&W;ZXbSU!<atcRhM?Ns&KfEXOiG7Cp
zx$>m<_JT?Ils2?Q?&iA5zF*5e9&LDhaUV|BA-=D85^&@m($V@9=uMW@^zOqQoAWr5
z85i(RPsb#R_|I1hytHILv`W+6=cf*3xb-nis|X)Gugjq3(W4($mYy`6JE(yHJP~ul
zU+)((TRs-^tPOC;vQ7_(cY^s=Erqs0wZ55bru^w;*8WBwmoI3$cYlcS6xfAnv{b6D
z#{BVpAmGb|kUQuKkr=e}YjsUCmMd9>zJHj*sONlY=Ehu&D)-XU)O6|$)`-7D``w;$
zx;?$ND5ulwwbUNXLYBC!9mEL6k})F(XAC@02;u;H34gn1#CF5P5jO=mO@##ow;M_x
z;o*!@k#1z7Ue*pb)D6-0N-1_XSFri1DtIC-jmC%?FVT_c+?LT?hYPaLc)7AJU7lMp
z6#VtBx5RQI&(Hf^?_s8n0{O1>Sx(bqg-Epm*BS&ve$+sOLvA9|YdAk<T}SLD!2^+y
zXuW*u3aop3PlaEkkk){x$L6TX7yFG<LR+$)uu>56uON^m)YHFkEK<NFb>;c)qz`^M
zTsFe<>~jVh-(}3jMV|98Y3<6Z;*6+e%6mwuV?oKyDZf%m``mNHrEh%tr`3Mhu<-1)
zm4Vd5UxN^1;kKk5l%-xzFhr62dGuj6atDDFf>@}0U@o;p?qfjL5ArlRA8+RR&hqzy
z*}J$s;UQgX-hbWTxBK<qYu#QM-5S-JQKZ{GUpY_Cc#HA$c`=Ds&bl>cZJh$qnz_cy
zVzgq%FIQ9LRkABl`z_;(-)G4lCb!Q2i&$c_R=eA+_N-#1LWYg!;iWCk%8#tTSG<7=
ziJ-VayGbzBVJ|rUao)L7V_<mL0QxCNlYXYQPwj|k2<miPwCFAFo?1NCTYMOe%cwHH
z+4|C|^714cR@S~(Ur-{(97nX0!%HQJ%hhk5xYv(1CgTTB=Dim!qkP{|4XY+SZ0BW0
zq&&{{d7YK_SpNI9BdVr?Tj$QU^2-BZn!yV#RwGxJeCxz+!ExIB{=F@HB_t|q{o{oH
z1p>&9;o<mB$L!qV>g!IG#?b=e$qy!pX+190NlopX$VklVyXF(Vl+Hhxt`eb6+S_sT
zo5zj{hhDcShB=SQ*>lao3S;c4skwI*!<Ol5-`YJFJk{ct)5zWP$=@w?IpEq>c4J4i
zR_J~OT8G7zYgaNxJFAy|USDfwIXrU3Uii}d^{CO1GBpP8rCVoK>*)hKPVfaZM}>Bc
zx)Et<u#MV0+Lz_Utq)C-gFh0O6OK1;aJ;Z7dac>TJFdZ(tYSvAc5(aZ#FANK(ooRP
z{*Yvz9uB3{xnrj}9)o7}*`NFUDO4r8+^?8$eV_b1KQgOmz%0Z_Mn<NI5m{2FA;Mh<
zV+Ik3Olavr?IFC81i=bjb?gnEKL_8%TfOpGSeqcsHPE(EM3F()aQ9}vJt=$GX8-Fa
zCnerUIg2?AN)=189k=pLb`Ybfp&Bq%9Fvl<;u$+F6!N28^IztPg1__X_s%On<K?M$
zee7@JHqF@CW~RAV#U^-~-s5PL*)_%a!z)5Dgx;_7y!GbDKA3W$LnL(L)Vb+^8sz4Z
zg=t8SS?3F?=XDc;el|m*jVr|Xx^!;M+2y)+atI-Jd2wyx08ohQ+q{IP=9+Q1M!Wd&
zHO|EM-*j(ra9OSYZK}Md@RF{7$NC`wZ*hTHmzg+H?tnaF@<d(7w7c;pl7hN>_|F60
zbKn5_q152$E#2U}1}q7ILh(U2!W;Jb#{*n7VGBPGYpSa~+M$z@8Z97mSFR{y>hL=C
zZAsdzmnud4+{LMa$sqYTz4T1zg3zjt(A=KDM|z97+pBhQ8x;5K&<&QoS@XD?Nf!Cd
zVb%ZsZit?C5|SY|ICbYt5E-67CYb=a6aSX%h{WiZWtZ&W+k$xIHEk~EWep<M4RIpq
z06n+KxeKvCCUdi2160w%(TgknfA6`H&v%xIMhEG3B@mAYx^CUDsRMCo8(4f&6oUAM
zvo1LmwNz31LFJQty|?$wW^niK;8u8byoOZ*t^_r;;Qo#ENH+|_2_puPcX7w^YLtk&
zW?A1KsOawf;@|~2nP5DVsYmOxXr9yNxuoO8RO_Z_=guZbAEP$uE_gAiK<~uy?<cqF
zjJL`k7#w}Ld6M6~qANhDH2vrWdKq;-t-|cai}k}@K~pm|sn6%?9j3Rbs}=S9M&{=e
z1S_=9u<kd14+53cE!MN8McNtndM{gce$Tx$lgCcuX|Lcp{t_4+g5v}}+_*rZ>pG1C
zJeeTqodb#`P@3MY8(US&_um#?R0wN%aZd1hbna_Gy~_dvNI*Jq;shpQn#5G>zqqhu
zY*gC>(lGtUZ#^sS|Gu<;$@L&-`SXMPDY_l`J(>?6!su5I+bK~GMa-?`8x@2P@mm-5
z2(aYx=^9dmrPTgv@{qm7ulrC`fU?)3C%r^GZuz)QbZvh3o>PI|@@FiseUGB&A(tF^
z&{J1zAmVpFVAnB2a$U0A;LuEzR+}4N|1Gb-ByhHgCnXruf^WAEi+pE$;rA#Bk^qjc
zf8}qlJAn$455x3BBZ6`ZJb;e2c4MWN;rovt-<~ahj2;aEqB?f$&&(RqBM5s{I^XKP
zi%qJ_rrg044K};0e#)BT0(|-uit(vgQ!1*s$Xs4%NDqAX_4nN*<jn-L1fNIbM_Wb<
zM$`VcS3w<&7|Pr)B0`xrN!A%P(DB9MX-V9>-svHp;;bg^d*(r8{)4odDai)!HaMvn
zb2at8J+1QZW9}dR5<WE(;D7RKGw(k)dCo!(gxY?GZU6~*m*4kMP*S?j$)5QGiG%IM
z{CA13(;q9wNZn%VT>Lpx>0$yd3CD?&9P6??2#|oSzz+l-4tpPuKaQ8c!U7_q^?&#t
z%}QazOK-sIWtA}hma>3dZX=Bvy$g)Gz?oQH^C%ZxZfk@bVAaD?{_oK*yTt_iRC}h&
z3YPv`Dx&I>z0h|8=vw(_Wy8dYK!iiU>fhs}I-2qu4p)_bUV{?-tycNZ%Ad|u%Y%hA
zcqN*l$fV;Ok7Jd*dG1}lw~wi!or+R<*xtxlG^I8&aqsl~9U~q1jMn*zu&$5?Eh&tg
z$=TVvv`h(22SjG?ez<k5uk9&*slB*Sdn8eJb#Xj_Xnx+fu!HE66PqV=_(UfPZdgJz
zFvD>R$=*;mL0uz*WL*%YMECDsF<W7{Ok4|u_<4J;rZyF#Bmd#1i};}@7r1u9z>QNO
zgpqjXTD~jo-CY%w%l)4&a2GExf?0C<0^t6Hx6M5X(GsvpW%bQ$T$5X91OP3u<y(J(
zFiF~uR{YfcF)zlSd`^77A@9Z#6wb3x&*|X_Ek-_3!F1Knug7OIEft-Tp31+l8+^`&
z;?ZwLS(p)6iB&k{!ObADxbUGNE>y}E`AMj`(EFw{^vL?U!VMYsr`}%QN2E2vQ|J~G
zNqXw)+aSk<uI%&vQ+5bI1l5;>2uDodTQBsBB<LGRmIXT{Q&SS#gQ@uW^SM^)i68!z
zq`s86#8n!Yu)Mqs8pQh2j1Oc>U;z>=TO<n-(K-Y39!jdJA~xQm<bNS#bB9Tg1S;$X
zM52C~U#<Ouq*E0LmsPeFyNP)b=i}@7&)OOr8|!>?c@=%QPn>WMFTCXulY1CC_{pVp
zCLWQLX1sbD!F1}0wsMmvBi?Nn=w+Sn8?t?#oWF2<<xefy1p|i_`LBtRr*e4e%W@sP
zI%+l;Uh3S>TcE$5Gt+&UL0m2n8BZXG0}<u(=yXbQGB&l4LzQ%m!gnm+Kmi+Jxn~05
zy0QS89-+xi$EX)hSt6O8K-*!ldwcHp@#RwZ^05m3H+RB_1<b8&8mVb%df*Ph56Ip-
z-#~DT-j2G#L^N3;y)D?-Fw|*m>#wXif8b2Xi%PV%px^m_lYdp37LQX6!rhOwX9)s=
zHPM!Va={(8itdgMDcjlq#pLhau~RmV^S#RwVM=8}M-ZTMzachILh7ZS489*_WM!3`
zEx*v(c0^1!@hEeuxpPOT2%qlvRA;dop06GD!iM7;p_CB$D8*_|D}QcI%2W{SE_KfN
zQ*t8z^%no&-!+QfCmawKDfs_lz&z5~6LAy5$YI1Y#y`_qy#TwTU4=Q6y&)GqyM0iB
z-Wc{`2UL3sTszx$RDew8{JN9>YsHWO?Cx;eokMaBRtKm+wLLwTAM6S*`;V7rX{nE*
z>+6#vB4Pv#38wu6L@QiTQ4y-)ZE@NSFt^VtHUjl>=nllk8N`SKB190xTj4L8oKhdS
z1A(RMt2sGq5K#G<0>2m*%0v1}+FcSTBsDZG0$_L>8puDc*<g<W9xYJuGXBr$(;+J&
zvn^0L`)n=6Q5kHrcP9_lJgV!#q1wZuDQ+!2vbxU0x!^=@wC$d~bJYO7x|mjqbXbkw
zvdq>!;n^4T2QAp<cKR-}o!xYj@9h#x)J>!zB|bcc0-KN9h}<o>KA`}$gZnV2b~ve5
zJsgO9RDB?=U^9U#I}}!UVhO>gv9q&-zz@<tRnp<EuHXR|M8LqHi!2y4IaARcM;=^w
z#_ac&f<DM`K#51L_9y#$(Wuk@e-cy|T{y*@p97bJpq>3`EkHXEkamoni)`X=$cKwr
zD0=_m!?oPf9X7hLi?AgSX=!j0!=ki(x(E0i#IYG)x@!=M!M2MW{XQ6zet*9KzyHwL
zw@xmCLUJLGk}pL{_K`H)K>g(!5ff`G>!AI0k9lZYYD?Sx=WYu=6M{N*fyIkohd)JM
z{A?Zjc|~B^R80Uc!h7NYa4DXPpG8ct=GCje^QV6`o@K^vhXq#vHsJqoF9hQUrx&Pc
zkp-LAO}(h}1N;OgR#t8BNFWUSB)kg&Ezr~;-Wa9yqO(AkW^PHz4uU$Aaac~S*S^_1
zJ2!*y2tls^9>&zbGRzr3*%JYJ5h|}gH}zWNUOdRLS3<&}?Vh4wfW@|OJ)$-N!X7eL
z!sb%Zrd0H`78(bVvh&;RwZH-Hbj0u)P(C`JS){c^#zyAW<j9*nDyj<Z=%?e@85sSn
zYS(H1t{Z*KoG;S~dvGuhIgn>mz9uoa!}scUb^ooQ7d3|VX0p0MoBx*EREi6fzy6yi
zBi%+CDw`xB{)FcJ9zNq;pGqa$H<37%>G#U~GZMjSyp*hppS3(SXzHEPzoesVmDgA0
zzF`?-?R=Uh`-vdc6ES67J{Nw5C->*)=`YLh*|k%v*OpBvCcIHpobc1QI{dYLV#Ca(
z%2H+hEt7)xuaV%=3JlJHT|!)^XYX1b#YZ!}i1vvi;;i`R#A*$0dK8lgL9(g%@ma!H
z6bkr}*;##{Ol|!;+TsWbq{7v2RCpv~nKBSYi)%%~w%_{Rm28(^lBr5wNI`mgR(k8z
z<M+SsGMcACUY;_frtt5~_jmWUv5fDc39C?&$DKQGvd5c?$K}%6$;E^9&4MIcoED-M
z>H4*gOiDFx&b%4)P2-A*+i}lCdo0hsDXCvJy7t7sol8A(t7~gnwa;1c5Y&@WTfUya
z2@D{#BYV=n@VJPHn>ocx{CK6kH>DZwp&%q6I;6!+OifXPg15M+|B?Ua)ReTr)kjw&
z0&yJmMo@<vB>dDV1WG*X#S6A=+qN}6g~w5@`qvxUl&+g}&KZw}H}FF`X+5E1(PK?J
zDin16rR9L_a{+1+z|}f-Nh~TYRbFf66HVvP=lOb2hJun)(nKLu<ioAbi_(^-<Ck9t
z#*Q9yc;B+NdtXS%0{ZPCle@tjORcfVN=actX?fDjj5@>hN1LF0h#E&~(Mc!(L5D_<
zkH)~@M<$m9ImF#~aTNF`8yQ0FMe}Ws3aucr2YITrA}8+OGag??z?=?*gfOkfr6(lN
z6Qjyaz*d;zGh9`ZqlGq3dhLq=o_XvwAk4>qGSP%Nf~olZWoc<?#ZEc|cad$|ruJZW
zioL#MScg0#_bn0qAIGMtJM!6&+>99y{w>_|gy;Q!R&{GbI_(nDh!!ohsEF_+wwjt6
z$luaesxBOXy$Mnv&`(uM!aNR8=LQYDw5I0IFD(sEN$CzI%{bqX|Djqos5Kyiz+MuX
zA|iI|-o04NW~g#<a)|JTZ6w$>)zs8TP-0V#tox25T5<tp8^4qkgVEGd;}_B(68yu%
z!}IIcuT-}kJPDKlQ(rX7@0+nh$FKP1f%~{q1lIL#pQ_<`O587LvU$j}4eo}~hG`g|
zK3&dOJ^tfIczL-r7zPSTcYoU2@d*f!)*h;@^gK@EM&fgZJ2bG<aesUGlkZ|=b}21h
zJs)(EeoO`5yPu^P7t`tVAiwC%$&1^JGfGJA(CQrGEvw#=vkq7~J$?lrY@$6==iE7=
z+1Zbocc?ABUhNSQ8o|&H{4RC3U*AY)<a2O;<4(%q&BLPx!b)+K8MOKJ6Uq->E?qZO
ze7$$opVHg6O~U3kwB}(*^TP$;zjYMH?g)%cHG~+|u`N_oxNAK40{kWNx_`CU7!>Pm
z616-s7%FN@`5l{jdp(T?JKn#i0<^h6xLL+n$P7nON^5KD{NiFwU*Gl6fbhsZ0QK$p
z5~@ZPym2knPMm0uWhFr_)bqK|Zj;>&d|Z;@FQ@t9KZIsfP->TbN@H#gw-XNBJwkrL
zf>YFEeRosNZ9V?|`$Markj0ws*m)-gVDs_Sh4Ej1(z&>Vm}y3*r=#%}jW^ue!NtWz
z+-LADsmOw<gAC*=a1{(h{rvpkD2V`9viGjs_CDIbHZP5%;N|T7QbpImE>egz698bS
zsHjr^_z<UYf`^(CSk^t|21FdS;p`v11(~J0X~CYF0=rt1&g~XU7DsSd>`bzJv=H*f
zV`6Br-+q)#u3P%$QDCgJPktZ+Rj{gPI0=o}zD0AE&_lb}tBo#nb#eDdJMx|u?CRMi
zyhW2TaqcOHs8f-YvFEnJHn|%OVJSJ=tv^>#f`0Hj)}Dr*Uf%PmZB9|}Hlz_jrG&Eq
z9Y($pYJ8@wq!;UMo{W!;eSkm17E;W1@d7)AK+>ddn&$1lZP3I43VdsRw_Cu_?YZaH
z2OTdgJP>G>=_a3NCw1x9ZNuRQbwLP_(+i`3d#|-Cm4?>4c?pIdN}9Y>>88q}2?nfL
zYlrCA7qS#hqoIB8I{ul(X}S+N#U>=^poY>bx*}FxT|I(Jzwb=x<KFUm;#~qR6z(1v
zU}FGVlcWtgC}l0m#K?H^^l9=aO_}}9&ZW?0AgAo{9vPDJOWdjZ=^7ACRet_bLfM$R
zps|p|_BdCEv^34+5~?#nY9u;3O=b@j6%-Zij{KnbrQrGa*{J=48V<>QZ){uGY*&ra
zn)@udjMc{8Mnu#|u$NH${$TW!`_PTvkPYIJ#;aI>d`ll|oq!M1rpFgFW8#f5$=&pH
zvm$rp`(V#jR#jzHR<Z{L1+{4N?Lev!%t#OL2d=KJ#V7P{%#Z@tT0il}%;FE?$8pXm
zF1a-0p#)%B?}x?C_r32TqJ>(p)Mb~Jww=q=2@zK8GtaKj5@+SinLa-T9Y*+V#|Pa-
z(*1@zwDW>=Y)Qk5KBzCI^l|H4qbu}Ve|%K(T@U^6jm3z6p)X%;M^!!fbNUV5B`m2A
z$>YAZw(b}n9(Ht;%7{N}06>_ppWi6fleV@tvz71FX6)SDM2NzdFJC%7e{LE4c1Z;%
zJr$mW)B9j?ywNmXZXz6ceBU)<7saa7^?;jJT`SqaKOkUqYAOmrQ^yA<W@qUvEG+2g
z#ET=wj3eKj1#T{tj{9{IlAhR9EO<yr-%Lt(cv4&QJ3lxRZ@cJ}u~0c<VoyD|Gaxi4
z^Dp&OlAYU?k?|1vLnJwUIdH@nv809JfENX=ZpF0@sduY^iKxRvuuC8lx%2DS_CeW_
zsM^{?&<`|VmB7C{VrrT?@G9a<q;*+@c21gCLCt^~RgiX$U2C*ZDDi0QNk)bm*Uk$c
z9&jVghvTXJwtU?ubP)~G+9&T0UZ8qxxBW=RI~Pq;QRcCKLtFoBTSn_|J4e($VpMp!
zR@XVihDRbF4(^G!E0yc@uDaJ1NS{4rQsJQ&NTNa{8R4!lt)j$wzPho2Q|x(@vxm>P
z(xE@A049qz)>k6eY@g<337}cvRH8zI2>*g2qQS1D_4YOmDx4f`FI;GHlHXNgLW_fo
z)5#qqy+7;u>K<8k0?mTtW9!>2iQ+q0^l05MAs)l3wP$6wWwr}dou$@lk`7N$yknOA
zC-y1lhDkM%RmoxYf->#TdAzpy)eHuno&@)(esT$9zjugI?fi7^WoSkfrbBP*>TWb!
z`_tOJ6z#36Q-kjq&)`n*f*UEvS^+R@LNX;JA4Ken-ouW5=A-y@K*JQWP+QW|0F7gR
zT$j$U#N}QlgUqE*vkT)*M5OuMt(P~OPbNJj!AbBPa!`)HoW~n3B`4Q-SNV$MOfvc!
zp{7C<l$LG^a`}o2{1oQ<>b?)!f=8aXw5XPKQh)NEWRk9wib`yKy}C&wJqeEKrU;$|
z_NA5e?Sb@z^ytW;1z_vu#&DtizQYoaMDxf9A4)r^g9k%nV`KL+%?vOc)u2LK80)y{
z+#cARVsAP12hZi3h1==hzmETqP13TC@b*>7IS3pie@lu24Xzy4!<e7v)?S8+_1Ev;
z!Ny_^!U-)cEwsogJt@k3;Qm+OI}(2SGhcqaC0EJCiT`LE6cbgX6b$dRX&7H%U|_g`
z9;-<RmA}7#M^8@}hAhZhIImu@QuR$8mX)(WxL5iviAh>k-hgm4G$LYu^P>ikQDBO~
zmMcBHp|9c47I-sUR)do>oqDVXgNNEfe{MhI<a{;!u+iA5(LaVd7NOK9_MZJ=tF%uR
zW^BwE@4LTMa0tXTXMkFyq1?VnUrvW5<{fa>whv#%+6_I<$+0)F+X4e|PvAm~4d0$U
z=X>di4}gvbMkc{M0{vM0SJx0C*3%<9Px;oLh8)Wi;t<ruS;t}GtMr`X025_&e7r)a
zH<XH>_&vI8w$9EmOEZ1#1zPD<p-*slqifK2t9bt6g`kQGsn{(ai?ZXCne#Wo!`I2F
zAM!ihK7Qt>v56a6ugLmr{BUh=N|wMyej+IvZo2f?=OEvK>TvgT&bKupLB-H82*<bG
z5|rTd;-smVVZ+Bz*VGiTl;{!i`Pq{vzyCP}wp}{zoOR2?($bQs{ZUhoL-IjfVbrK2
z-@nUFxSK@}4_l*kq)}pmPsN2|`Oj5%Nn_E|Vk|gukIc*{kFEy<1e`2rd`#2qMykwm
zrSSj_xs$Q*<jhQZh3;Rt^%@Z|=LcmQxB}xu=sY^7`aFJ^@DUWAO8+&P8#4vA&{Ii5
zCKcC&CvXH<|3)08u~sF3d`fhQypbsR$mNMXRXv#Izd$_xcyadT+7YcT4UA>#1_pNH
zQGSP+n8>WVo7;_|qJ8K{nigCgo14RFGKQ!z?pA1PYYU*Yij6W9U$C!_r1X{5D-^IM
zCgGs2njQYtdfF)-1{0K?fq{WU35Sy=E)4@CBWby*3(IX`elno)(KKV{;n8+<6os;x
zmFv5rP1ZSf3IJFeYhxd|1s||faHZw=TAX^p{|mwdy$G`&kqnrWn0N!)QwAa|4OdQI
zPQJaRr6FKth^U8tt@#s^iOQv33&T^Vw%dH2VJW_U{jbj^lmV-d;q78)k3_3w6wu+&
zJ9pSzYnDt>GB4daN*<(k1H;a>Au5Nqjyi7IdXz(wXHI<-t~-CI@3yW`@v|SKrDa3p
z6ckvQTz`bH5eU94yw6s~=Y!+Si}9vHbM_7d=#jZOA|~bDp#ToJ7aEtOjvbJbLpeo3
z{0Ww{U(3sl_%cueoSq+ytfKhCpb^_y|KlgElOEa;3E)(YVVt0?t4l?M4=E@qjUl3~
zsCoR~@{8BR$JRt64ett}>$Rspx*e;sH%?>aP^6MkP>hu~@igF*8CqJZd^c+9?`OyG
zxA?5gbIS(;7yrvb2kkS3-m}~^7EfcZ(GF5lQf#-hNMif2wv7*Jh^?)yVv*6$gM$LX
z!sNI~XySGAw0M?ZRaREUduRtkCw7d+x;her%tLV?{=&O!>*yGHYmsN<B?*4wtlC;0
z2s0D{)(=upP#~u#4p1XOaq-w&lWkR04w$LJ6Avq|X-RRz9*#H)tZ85}rj&o=&TMbO
zg#oifp~xLa3<Ts*laF_IbtPtG#FdsxGH4{Gr^f&giZwUYzl@3>ApvM*9{gNmc>esw
zK&LyRnBf9tL%awGNZm8*e&tF~Mh5r#`Z^zD)W^U}l$4anJHgKP#N<x*@GuXaUrjVg
z2=?l<i<f`;KJ1$*Gr_lKf7E}!iX~<{FE20ZyT#>Y4Y6Be*sxIWySclE;F%BA;1AUp
zt?s?w<0OlFiv^zy>@n;UpaFaP`3VXMkqIP4_S}qE_}I84hO{UP3ul)X4pAJ{E**V+
zlr`4$NxEcl+S^gCV12`<LIbjWn(Osi>*bO0@et5lcVAywXyP5m{S3*>%v`uf^i3sR
zd^y`CQDRh3Cq;)Id8_B;n`v0N)K~ov5f3r|Vka2&c1GBHR6XHG?JoKWtUZ%c><EjD
z?cHuMlS%PqXb9M-5F~Zu8tO+DTYdCAgI(>{%1XrR*N4G+z#WTy(~HA@XQyHR;9zk3
z1gHFwu2=Qb#U&+S26-6S%ebO|F)%P-pb5jZAdas1rfd@24oX>EsNg{L(i*&EMstLw
zML+K2<!{)L8Xy>lsZpN4e-;c8BE<tcHh+?CVrFIn#_bd+3ir74fyz#7lGHzQ^oi<%
z(A*Q+9&f1aMdl9VvZHhKIN5Oy-3T0hAj?E)o4U1GckPTLT7cLB#2McM;sO3Ao}b9Y
zMGpl91=G`qb<w);_VGFX*aO^1%#RUlZ%87`5m){|)-9mx+~dSG|3kBLbEA`!@0~8U
zuGt<HZE9>JzQc_hBr#7vpXEGKhl3Uygs5?)9XL|$o?*WJzrBwiA9v#r!*LxQvvBwZ
z$cfCH5Ht#DNf>aAF~;x*+qpYh=-rbJSv^{J$VjuQtG}E}jK{izHZRIwvno0Ca`2|Z
z@@#4$vc2?<hdnz5M25vy_9|e_1iyNvjPnOxP-j_EMHZBK=sIBi(8kdOGh*W10*VG4
zJ({{D$5HgzF(t42{FxJ9Wg?PD(O724F?^k#o_@SW{M!HYK_b!btHYy@utN6G3J?+Z
z+PuIBt{Tgwg3oUve`n8Zx6?BW3z+saV5TG|C%5NyI^I$Mu#JV-wmIpUvm-JdO?5$K
zWlqT3`$Gf9b56D*9asfReSS%amW>Us^I8B-pb$laEFG*X6s*Q)`(23wKQqt|hQ`LB
z2oprbVNs$sTudBN^18E-VuQyZGA1THh0TsR+9&VA$1p?D^M~G(!Lo7?L!}@H=7<%E
z@Ox_O=q#X++)hHsz*g7S|HDF%j6hS?^naTk9SVC{smK_p$lR`6QHRN$=<DE_P!mWR
z$;%9UgJ%+a?Z0|`$g_0w@W?eRi6LQW)*69Gy@8;6=?MkR80KGSyJvT)7g~%E?4DTY
z>bkpAp6$;7va~$19&h8D^*a`lckFF#NhBpD5jG26ZdQdWtqh(B=f2YVckjrzZ{MES
z^1b3iPPH}jn{Bd%jLVd3*MF_;Jk?tyOU_S5lu78b#>fwQZ^vSbONQH!D;@ZtrY0cx
zH2RI|;EZk}KklAeDe*PX?`|U@z=%XZ=feJfzxT7Vv){nGJM23nL6|mD8j1Dg%$YNw
zlD3b>@1+eo(!co1P+vwtfeOnRFdk_hdMvE0Z-$04o>j|~n8e_T;6qZ&Gd}(i-=rxl
z=$NYU3kiijn~Ajvp`)f&2U-)$LgMY)aua+p@3f10#@<FT5%ZUl-Wp#)WD8&ma`W;c
z&@Q0f6US$Lnjdi65c~eglO4HT9)Ajk3QdZ#dYneTeLI+^*Kg_kf}<C!dWPA)53W=n
zWxikA&B=KL01`aZ=sZeKZRI?seTK(PUS1xAc2&YzP7tE>HiQ|eC2eYB@u-`KOYtN`
zz<!C6>doiR>9YIUdwW@tze_|8w$3?;>53dW#DkHAg5R<@>Y>rmQM=_Cqtb4aLU=dv
z*bo%`{shL<0Ehc)WUEjrz?VQpMr!hB|Bjmd$ni8|dcTlisE@Yy$d4b-&;8NAqjb>i
zLJ}cVul>93oKj_fww#@=;W2C7b`nrN@Xnl{@AMW#hfVuMQB?-(DXsFW3S3wsuv?SD
z0a9$jVctfZyYR4s`wPZFhSb1W@cH=*hTGcWuZ`k6@P$6U>xr_0q%L>jh8_Fj%1V2)
zs=oAoyn9hdf+5E-?<<(|xy1VgBut}|3~fEm0{C`le{64%Dz>7m<S8gHDQX?O=OcHK
z2cJt<Pfs0*Ef9g5zHa|c+8~9}Rz}WcCk>5^50`}ozE+*eE}%7yffQBHq0IK_yXzjU
zS=cM<#}`cL1BvChSu40<bfi;<_g&VJ2>qY*G&I5bd+bYgA0WXovjKm9Nl8hu)%MlA
z&(E;=!@yBLk$#LP7wa7IGZSz?Mi>z?*~M4aTXx53hv4;JTw1b&&FFx+!gyF0m%2ze
zDedjZ#e@DP{l#a`iMq?*dWcQabjRbIk97FkzX5WphJ6E5a*?_5KWo1h7VKpE5*tSO
zWMmkj`PaTfZ{h9jjW?7TU?C(P{yEf+lLOIc!8r%JHe$LQN)k6)<Bi3%Q1yGO@L<!I
zpBc`g$STgyCuxxS<N4|UT?jTk)Q`PG#dHm(AEUo5c<<>`#(p5Bq~v6IDo^@$4B9zX
z=Xe5F?eJw>D&B5gwb=3z<Gk&~kSC{eQhX@Gy~Edeu#y#fUE~WTdRb1-d<`y@(uqG!
z-pNk}6#$yLjgTn(_+&b0WNPnGq@7cbGyw<#iIp5zv;CL?jO)^<Cz5mzPTY`gP!fXl
zEF@(6%<Ws|CE*5n_C04E*eQU8#Hw|0?|QiRHX9oo1`WQHW<<g5;^27c_>k%jT2E|5
zJQF0hXn8WZx~6PQA?Kl?ukTI|bM)W8fdHl0A#tp@FAN+nh3kJ+&~|wYV!zqzwtEkM
zpbLP$dKBIm!V-9w;=q~W<3ga^OIp1oV`F2(A4+(0KgJ0iVGbw--0uou7$ik!U+mqm
zC;XW%Dn*lbx<x%2Wqs-T6SnLWc+(lMa(L~>kCK_mYnAy_%2=r62GsU|Z;<b=S?tOU
zK)M5Vk9Uo6oMyD@lmvPhx9_-EbsGg%7@SG8G&SGeROcPH%VFKePlnf%DDx249)!ME
z(R<Yj)+FNsV`Be-KM313CUdrOSDaj2G*NJ3+Zi1jlNn#Y2O(A^Bco(38chTtf)P)I
zM?Z6xq9dNlV#}(oZ$fjx#e=L%(3&o7awjz9uznLzW4c^Spob|4+ASo3ReG*>ka-8d
z{Z4!oDmuDzm*`-<)GoR;SGprUJ|2w{ZRB&2k=8%`zR)jb;wrjr66XStq!H^z0V;-R
z)zycmP2FO`Ffc;<7cww1?5oH&OS4L)TYC)->wzDJV5FfgBs`#dR3(0#$2Nn%4DNZ`
zYh9lP2Wd2@Hn+A!jt5>-;zrXy0;oRIcW*CM9og<xd;>l-<dlpcMkDoU0*+#MQBa!~
zQ}kh~LzMZ5Ei9G|#0nZgiCXz2PHuSkQ<_Y((<8F>I{@apzOiuy6^><%Z;!xykSuf-
zSC*zv+mHXiAq(4o#rdk%J*sazT=!uW6(HwF?FiN*11l>9is;_bobD;aI40oUqzq?4
zO7RAZ1ok@nOLR8}aMq-GTwY#(>V#_8f9Gx6KMM=nGTSf6US=f0w2|7v;<K52vXv-f
z6d7s?)DU->7o4U%&w#m$h$9^g842hH1f)20rCW<H`Kp3GLi`>W9kee6AZ-;;<;!C_
z3giNwBfM1=y}fhVXzANIJGZP)lpx4%Cj!GZN*FbWkPV_c{^^;MF!~mZJbtry`3{aC
zjN#tX1gtQaB%LX>w3BTot|E36oQJUG+RiDB6XF*fYN33zt$y)tnzDJ+4d)C3_&dIV
z)T)cPb?L>iPj6x?%r650v^($0_YW+9K@s`D3{je_t<497Z=$v$_D_TknZ7Cs3feZV
zv^U-PAHrH!1JivoPux=o!iH)KAwzLokc_<JNIc5|j)!9y?BhFyHSaHc$isyt5G@u0
zvnMW-j@1E2XsCZp@%b>9F3#o^;wQtj$q`Ie6lWMO3Nc2N&x>$A-d$<0D~NGch_P5$
zUY-by24*E+l`TpwtAg>DVotvM&VHM4EIz%(W(|e5yFufDI_8L)+Kuv`;udJesY%`u
z#MS<$fH!R6y<h@iSaZ0>g?lWax9=>1$JjYI-oS`-;p%mCs*%l1bl;{G#OFM}U#-$T
zdK78mTI%XS(l^eROPk(C$)pAO2aXYj*4FW;OCCIWM1k|DiOqC8_QIv5Ec_lNnL3hG
z@kL2#X;G*O&A(i|7mYdqBkr6B4@gk4HnxWdOI4Z;=vR=I=J7mx`jn9TfBTEZ$j*j_
zhW=;HY(?V_KJMTca?-*&K0EY^jlfVLM(4hsA_UqD*kp-!B|MMwODWh#rsZeDw0iR}
z3kZ*hKm|hv`!&izla`=X7IY1ed(4lw3$rMs31}mUmWm%Y7wa7g_2<#=VFirAQ5#(w
zbfekd9a2)_5J-A|cI*Hfu+ZqOjC}hRiiK8`IofO~$5NC+o(MFUnLh^I2lR2x8%9Mv
z-stX>d(B(-y5HLC9`e$ngbv}lfUC}asbWHTyqLR%?EqWcJ3IiUadq2EU)5psZRYg~
zI43$98Vy7$VnrunL5l)y88oC66e5AY#V0}^{SCVEI4<BcM;z!pJ@2PHlsn^9l;zaY
z(ZPU|Edr~gQ95FHk)#`n6|WAb6S3lV1=wU!Xoce0z?q@r%NLg?ybr6uM8(Gl(-g29
zYAr;V8Nx6idrEmnvXe{U21qeE&_Pkmn(oHppJ?9{Z`TyhjkE@ty`gs`t%A)<2zf%$
zIQ9!X?ICy`oo60A3ie<RC+;_{K2E%M^vAzp_(n%Z$Nuia$&W)lJuE1^u@i>Y)Tpld
z*IpT4@Ma>L)lNdQ9sAEiqut00*zy0=cIHtzu2CCTrX)%wLxW1CQY2F-=~XI115pu`
zC^BZ~7@9Ot5mKZKDVa)MQ|41r2_Z!065%9DW}SS$`<(R+|9oqG|9oe)SVwt0@AKUE
zzOQ{<*WUYpYo~KF7Mb+^K=@Uir>IC#!PJ>SWP>!0t$z735|cyb(0S7{=eQXT1YEKS
znQ*ZAi=!<sljLxsdunem9ckL-?=L%xc2Si}o$I=GckCaf6v@yYL5YYGQ-cPYMq32e
zDKLe|WAbr#LsbDi84ElyCTC#OyZzI9#n@nhMd_8&DNFy61&}LR;-h-ANpjHjFfGqu
z9X7Q;)<tnXH#~apVpWG2pV@wXgKcK~SbN!}=bQPto}JkZkmo}mR9vcfR+jBdPhNBi
z4WWjvnFB}{v$)_6Qcb!Zr!PM4L2Ya6FvnKS#VZdvcp3?=nSR8Ja@H>EOBarw8XC3)
z`ubTpY`l#9`(@ED(x&#3J~DeUBrzpLjr|QlTjKj;S&D>*nd{Ebn{Xvx)nec?41Hv2
zZQ-q3U7-)$r4Irp5rUm(&fLUqnCP`@OP34{Ev*t5Mx{P|6v;bIrUx6#>Co^roRk&<
zw_n4@h6XzxY3R>){gS%nZ7(kU>E3A6CY;QjwvR878wZ`U2G23USa;!GSZuh%NSa@r
zd=+?0Uvb&m+E={HqlpH)JIBmD&%uBY8!pl^>rDOu7zrIExkbhiLqg=hjC9B{_iOMD
z9=?cyYK8*_ltATp^l+$N9YO!;(XZdM@KDCNyQ_6~=pPf8)t$`dW3?EpR5pGTDK~le
z732q#yABr6w(J#Nz|1Yq<p-U^GnSrUPzS(tVfsbeihv;^-9>oD$agUJ(I~CpPWnY=
zhW-1mcQ(YQRCV$8U@!JOASw!PXp+iq7<!G7%LA@&G%FqnJy#6HQ9bR?pWW$=v2a-!
zIX)~C+0M<M(@C8%lO<eg|E5S{{H|y3eov~Zc(r}xqkX;o_L+#V24acbw5dG3_b_#{
zSZDWX(|B9jqenm2T@XeR#O8+N8GbH|$rWeupmfvJEdM#(usJp^D_KlLZ^4l;oI4v5
z*asmS0&$a(T#z5EI;AqpSFE7(*osMcL+uZb05RaG64?_CeX1NId@m_UnCTja1*Gud
z!yYttY+l)CpsgXJ{+2X69!mSnok2^27AcH4f;=$H=o&ly3WJstaeF0wkvgk&U>h+P
zulfZYwn<+n?=(5nP+c7k7-nR!=hZHO0l_PNeDWvwm;W`iE~of<%@U!=Wo7AcO7A0+
z8h>D!&6}*_q68Sg1s}X+`}Qa>QhTo@&E3Y2EzaO}<Fix%s9aE&#!7Q~bSHdrzH5ls
zIk88=%E1!5Wt|$S%=QIgQQ$ZH+=~}4`fw2N;M95vhy<W?@$?*-IYv4)XNI0~uQi%=
zb#?n0nc<o29$C2hCP9x#2-WH|Ol{A=;BMn5<Uf&}yYggfjbc~<ft0qMep{Qwr!CVD
z=O;xV!Q9Z1!F5SrIb}FJ)Rtb59W#5jHiG8CO(Fgl(mE!Vim54tSAnF!F%Rk=yJpV|
z3Q}M~__+E(^gvC1`}C3AfpM8O1S<ZX>0IfGRjVe~&&@r0w1`1d8wXzg9(me(w`wyV
za3cwP%*+cbYd{Zs?l$z+)Lb|yzkeH~grbUyZd_7uK3_dfJWDP-@~ZiV&|nTvJtxQ8
zW#;zYu-0B{N56RgAk!#Y1@SE&unaTpX<{~a?U18JG9(cpZ!=;WvCoR`erml`{A--I
z&X5RRNkD);t&JU%ewj9`9J>4?>6q9jlMc2$Zt=JF;#0;<R8J%&iJ!6NoJh_Y)}49z
z@}8;n6{^`$u5d%hlq*-RRBJFWS08?qIXBFiGBwwV`(t1CRVh8mt6`5-7&_tP-q;fs
zf%FbAQtmx&kuep5%-NJ_Lw3xr_r4#x1x5?eLC7+eR#v#N{m+cI2`ZXv?HD{5nU88Z
zk(a){p3LX~k5hxxjhk7&J-sd-$j<i6nI1xB0mj{uni_aF4nDM)UN!=CGK(WVVWY3s
zA%_7rf@MMtu4TBHLD3_|7}B&io<0Tfr_=6|XfZZ{gA6{vWLu7v3a$o_8`WRYd3gi*
z!<@_0f4VBsNn<0vaCV)r?qF_ougE=+ks$*l;e0MRzoOn`+g~y>R-J4`(g5QnJND-(
z>6n@_DKn^mxd$fZ25~?3eR!aMjVDFZ)_Kb>c%NTh=DQ#mm{4-%DIIm*uAb?{$tJj9
zZVqCdk3l>=RQXr2*5hrqx$c?g&-cbfsvR|(B909kH%jFrc*iJFZTH@ebv=Cb+O-XK
z$0o=X5*Q&zI#^p<CzXmCCDh6L<>zfPQeG(^;JqQS+QJBzO?ty;C5an)>+_>IExqTk
z&UrJ1W(iV<{L?@TVP;_oP#FV?^V;nnxGCk;+qZ@QMpj=37)*w%U8$^GA&vE?C7%$k
z;XjyYL^3CJupZxL++;iE0G5?W1f8Gbv7VV%yt(5e)#OL946n45hP8A=mlaU`?r9t@
zOFujv;r@6=FSG7hB2#g7mEAolR$$5UqUQxj8}PCCNo&a1a4^CwOt(wZUC_-@B1cw4
zsul&H!(M<ESn%xGx{8uH^8d0LRgWI&Fdg}9hro?Urz^cUPzR3)G+Wzx^2CWod}b%j
zJIMbMH$?kqY(=$&9s67b$OnDeiM&C0+I6}-IRc<SM#F+8pWnJ`*ZkxWKI0GE4bW-&
zv6kmUGUFAb`A{|9bQ_rigo0Q;p1H$3pFa5hZSbo(WJZkT4s_kpHBB-iZKc<rzn*;*
zDql6?slhJ?*OU%Z^mbUllAxT}VqC|N?4;#JfFXAhy2`{hbCc={%@m-Ecmnj}4qD;9
zL56@SFajRY_3PJzhuf2QV!H^GzIA9Dud@x^80C@_MD+QGNkBA3#qewTwbvB>lc_Bc
z(@kh3`hI($R*;BSh4l2U`S>xBqTi%aVb`;=61BV}&BJc2Fp6*6y(}%9tf9x=bzghY
zX?x<Z0E4J~lsB_|xs91io>$HIq}@qJr1JE&+ZK>ciI50WeA6bgLNMS!cwcFiu8eVt
zvLgua@Dxh;<x`zHKuw_XK?0+6rk<|f)pl%A9Z4#bXZc%$;Rl_~|KR}|Lo89tOJ1E`
zvwHP$s)%X#(^(L%J(gQte>v9flR>yrBom?(;ViC|l?@6s?d>|m($W&2(5R0K%JZGW
zK?NwDXlqOi_m{T&_(LLB*w}d7#R1z3hdL=3U+M6l9z}B|=ylRz+m!t3)w_2j(h}c+
z)+l`Z_fC}<A7?i=k<|+A{=wgdGR>X*u`03%4>}D3Z(O^6JreF0&U)0*u*pV)#jV*K
zo+8A3>P`y8c$uVGlZYowNfHbI#-QNKC6fN{0RH>&1+5+3hk=#x=f4i0HpMtuI_#K}
z!Fqr+ZxA1pe1@}JhI4?L%itXjxGEL8bnyuYkXv?6gCzj^7run)CNU0rp04$CSc)(f
z<eZR=slnFcXV*v`0SeBaA1T&ULYzUA$Y6zqE;RIVrQIaAx{kbKxgv#MryqJ3K?L}J
z+9_zl?%j2U4(*Q4a&mP3x$)(Jr#&fQ^_w%N9edsV<Kw|dP-DZwez)reN46esWV;HK
zpqNXS{!Y)?crK1KmoNhsf^jct63I<rp^PNsj)egcBwoKNO(j|q0fw{~HL9<Uj*m@J
z><{?^HEaHnK`v|*YK`c602eaM|CXNrI~$&6k@J}W2pz<+A%EO-8vIgy&?-}Ri5z;<
z9jxY{kO!T8ykt*%E>txtBJ=FfHMTAC6j^2Mu-184Ect&t*!;>40wU?K(1~18O3YU!
z28gf9`L(~hSgS}9A_J;s%$%94TNai<rYN{W$lJN^>^t3@X*jPof<7n;bhHs^@tv2i
zhm%7smIxRjytW`xu=Iv9KZOPT^C<~AH8^-!eDbQ5D`|hCEL2WhNtJnSw*WrY2hR2i
zJy<#4MovbjokCH#5|OVXyCQSRr;v+|k~NuCo(oj}TI<uZ14olMC<zcZ7p0cF8zP|H
z+G}my;ModaMPNt}8a!UqeIBKb9%~OdJkR<^pr^e9`dNUv^){cLsy%v)&3o9Fk-Ayx
zx0Ih*l20yadTEE^N%ZrYs=uRnwzOF<R|e^n(jhoFGO-77GB@?M$1Kw2ak82Qjo7G8
z@-=_H@rSd>88>WQQ-<-;T{+vu6eS{V4PDv|OgA+>8@1^D&e>%vrxA_Bu}WfjX7u?-
zIoBVZNVnr=GM7YCC4dgSqVpfd85rO|A+l`*Kux#(>&xn(7ne0rHcJ!x%-U9eX?v>2
zp2_?D!*g>@8UGiFdVi71JvS|iU1Zsno}TlA>Vn>dZs8`eFJTNFNfEgaG)d(j<V}!j
zvC)M`4C@UU4X2mq)##ujeGYi%*@M-3#-zGx%T$ZC&k)Kb)bto{89wO#wu@y9FtX>f
z(vN)u0p|9rL4-W$q3Y%zP!e`7E*1N~tmoDP0s_Va2RENMWxOLzf5h|E3SGO7qnK)c
zPG0YlEwn`Eoik?<OtA3!pM^xySf<u06ZEO0%x?@ZN{NblWiBYLtIQf*uhMVQY`A!X
zL=jQQB0$m@#Ux|Lnp$4p$dz%h$g*hh^G(PO{3P+1q&otzga<Lwrzh{RsJwikOX)qP
zM}t}bg}z+Nt*)sK6htC*)w;Dw@#)f1O*Jk3;=3k$jeeTfZ65W3{<j^EGlUXhV3*~%
z!&AsEi%2F3Ewg);T**w|kd~%Sy_oP)P)!As=4F>S{`!@QcgvyD?3o{S@zN!{Ytpx}
zhac7pf`TQ?R>C!qREoOgOCu7CCDm=ZU-Oq;ku^{S0Z}G-d^ELkZ9z3Ou^RGWaE=Xh
zPG4>9HauUBs6x=3+R)Pl5S0+Q;*7)RRY4GA!i9t0HviX=mpq^*P&xvFf}%1r`;z7N
zn5hv_FYDpyDbK|LQjBED*tc)CtJ!2I7uIW6VfUx>zVv06oxU!IF04qELN|)8JkTT<
z!E?&AHU9<EXzjWn2jfU(IUPEmz+)p0f?FHEe7W>)zTfkN4@4c77$!L3LgL5*e;ob(
zWMbv7&n1T*;x`dlvsh5bW%<`Kv!^Q?Z@aNY9HJe&YEYRyj6-8$hj+vszts?Lag~<G
zp(E_=I|^2G@nXT$qLX_Rw|%Jb)JfM-E`lQr)d=evz_j|~$Hhav!&67scF6eL*jRvg
z(u6KoaZKyRmg3>v4AtHwPxFod7UE=UB$?io;QP8Mgr@j*EOucrBa1v5aFJpfWdG_n
zZ(?B=P$CPVZ+O=3HRm&D%)<)@Cqd-K6pyQ53l>{~{8&axpj>BvPC+Q%Pg{1cGeL#S
zyRm7%ELCD!<}a_)F7MLU-pnaV5IQDw#VdLmXkoK?`|h3edPy1k2m02AVU?^H9;h^{
zug{M2`eFsMT(NfOT3GaCG?DwNJ~1)nzy|zhZgH#NX&7e~MPaG%*nOQ?n+svc6HR9l
zqq@+bC+!|dIBAzuny@%s1Aj1nfzFA`=EAexVJBc16?znx*4-LVW>uB4-$7Y&hq;1`
zu7kYNX4Robx<86Ldg+oTH#>M((13vhOX*u4CmjA1v>%DKca$24CDTl;Sj6o&egJVH
z(c_#k&@3Vg*3eLZeZ=8`((6}wWU9OV7)WhlP~?q?lpOs>EGt7pIlN{Q#w|%v=3yWp
z0GlF+Ltt=n%bXLx<d6i>P3So-WYUHPtJhM}K~d_{#N?{l=pNq3s|}4F$aQy=_h!r+
zhnr~kWD(k8!8(}t$pYOXXV#xuLU}V(Wo?}p*(A-+w+{)iAcic31fWhZ1EJ*d<;z<f
z^e~N_G+sJu{=YmVHg^)8LTqPZu{SkIcZH{`SIj>xSQFM0ObSF!w&gIm4&mYyQhC^~
z{IHYahU8b|yCy)O$ca{RV&=?KJYa5G`S*MGQ^bY@SVis;Dp`kCr>QRfgQV`OklSn+
zZ39;YxUPBgrX$1SJY%~C`vg>(D9MRBk%l!t@e$N!#A;nZJK4YjxF4CBHGS|DJtGyW
zEcz^Ac9VD{1&p&EePG2HIialz`C<F^A-TV<d*Z6b2O#nCQs=O%#;qcqu0Wl|(Ykvn
z1-opS3yPJ9ul;#>iVzGa96S~Gt)oV%oLpFS(@cShi}7e8wPf#wXga2ru5m-@C}F;l
z>`a_c1mW+@e1$X~@>&Y|KfC;$GOrtQ?8KZIsg#0@lX?5`V=NQ4UCg2-HT$2H`U+UY
zaH^7T6k!zrj=o=Z`ZnUYft(H}q-5Q?zZ1HoQIg$A3pNqx>6L=L>rAzS(F7UeZK_Em
z#5L$$g&12yzt?mm5*j6HLL9QOG1FpnIr&!Y&J5ld`z-=>m9{29K|u*u_~?NyN6YT&
z9=`VuN5VYSaWOtb^DaD&tq!O3ey4~nT3<hw8n#pCP7+nCF0UH}hHk{y*cJ(0O~c6l
z@a*0F8&vz6rz$WOQ34-E%BrIlzx2t%d|H-v{{AH|Y!h=~)?I0$l&2lM6_XtdT0$x2
z2p<2e@$=`abSvMoXU}F@&Q>$s%1x^tyE!&dKR6WTPhu4dK3`fKLmqbfwjw|nfH8_S
zActpY%Cu><lrf)OQX|U<_B&MNLpz&P{(*6kB>L_9_rf?PB3qxZmTu5Q=vg+tzPgM4
z{Cgz>thnCdvQAlqP}qnm#+3<n_ipbV70Z3h2AY2dBGs90xwp<*Mw<*DGx*)Fl&qB3
zuU5U`_jl*cH_}<=>OgAxICMvo5%WmX(>3q{^krBMoQ^I-U@IQeR682*Pg-k`-f#Hu
z9u!mspC6W3TD13f%RE6P;&v=${YK#^+-3OyC>$6VC{iXuD(Rbae&rE;>B^y6;8UFF
z1b-c*2?X7L9V;x3D~*k2j1C}Q0hj8i%JYT#F=y(rx$Cu=UPD6A>o;N(1iWAuzkIQC
za#A3t$({c`n6B3Q&zw<Xfex;-mVMav{+@MTJ(y+JhvB8)Bac}<`*yDYa-!e5#W_}0
zn?6lGbfGd%q(7Yce4Z^^w+;#n^YiOVgI^cCSP(329xiYeEnbDe9sNRX^j<~W3K`BD
z;P6xxtv=tmShDQvdk+x-L_<Mg?Fr0HK++_;oXzXTSVO|H>*3JcZZSTX#4zm5d8%-Q
z34QYY`t>8E@l{3M`1|&o=6T7wgS=MtFES&aDVdn-uKwG4<Vbm#VjHC{Y3!`Z?D;o4
zGINypilGROHT3Zc=9tHe$Zfw_qY!%2+JAB7BlCOTRL(AP9L*#n(TJqSa?|TCrKhrg
z+#qhZA#@{)>JA;c!gbq99BeS$!rjP6#f38CVn{cDXekIS0j7<keLu<;R)Sk8uR?%D
z;LkV&-dgd7!~T94Hu2ql3S%XdCvD3&p6H`A7XMG}$cB&_vN}ElhpI|Dg*Kd{266{M
zv}b1=t7u<}*s#u0y?5_|nk8f8WQxp)Tq?H?Rs^(}edUM3Zz^<#du|w>q`lc53XV#G
z2M_$h!mLBT9G#Ux>_TBg^q$e!bMDVj*F{|q=?A`EOJo$@7>+=OZ3uC{g~4`Wen^|@
zS--!`!bj6cBZV5wLm}@D>=2o)AYt*)2s=2O_a;tSHRPqvTDK`05#BC}&Iq}o1xKbH
z&9(}?IJFmI0@YUS6MYWD9aY>_U);o4L^Fl9k_}4-XB`&qH~w|QJ)m-x99I%CUg?Wd
zx)z$jQY{%FCJMV1<hB^oG}+5(_OY9v|K>QhUA5|)US0uf)55=^Yh1F8q5Ex|vm;jg
zrTXZ?s(~I1eghTgFjlR-PSlpMv0b~dX7*PET%#+1?Vh!t;DvO;em!|{jpM45PLvRj
zEI(cAJ6Ao?JFg#e91LV5!du==4%1zIDfDq|uNa+adEWYHUwt9Nbv<(*1o@qN#1zO^
zBr>+RWWGA*bj@|2KtW;|(9yxoO~t3@+{d+$LO&=)wx#6t(WN!t687HvVgBr!8{>v(
z_>w&1+%o?w*;9-?dUY;tfnth$UnO1715uL5og<5r8AGrd!+C%01x{-2m!t9O^XGdA
zDk?zdPXe^9(*PUWay>M=yHB55);7sUN2ZTjwK;v{inwcY%ugo1nHwIL6-eI+@n}Xs
zW+FVLHho9OIDzV|+_R?x%h1H^N|<@;FQcsv*LZgU74>d6Z+vR5eA-SZ-^-V)wh=Dy
zu&^-Ps_21tdyc{S-Wd-|3tV~lxJ-{bt6xpQ2ay2-2}Z&tRZO|wrUmn}@$w1zpUExg
zc5DH8#IvtUT^4CUsiJc`V=SbS0L#nddT-*=-nE}PF_5YoYJq^q{{9|IuB!aGcl&|c
zcN4SDZhZIgW2wk~?6v-A$J>Qk9S3OV%pIPw+#MBKn6L4JC?nQ>|HWb!^gv0QKEnhD
z%MCT%nANJBX!%L5m61Z#IJE1xM|7hX5!Mc1j1B57fehT7NcwOz;4dd>R{;(0+zE%x
z;k5`_b#Ult2+revrCli}uI1%don6}Zs9$=+H@6JuF~-T0LUJ=RYqxz^b3SK!kXwrR
zP?}?0Z25FU54Yag^XHZA?d_Gdv?h74X*k_!L2t1-Wyb6YdAYGu-fs$JJGJ>l&rh#8
z7di4@;Uw<IA`~+TPkOdR%`~9B_bW1!S5zrL_j=9FdT?Xes{A9B^OvEvEPG!yNDNz2
zl`l@nL)3-VAFadRx1=g%PDn_VY~S7gtURSQNle=8XVf`%T)ykgTR0q8uw8M9*EHX@
z-g_o%cLeq*QSyLI04<LJ-EJ!r{!Eo-%f3mWFHa^u48VB=q!-X5J9nqwzSF0>Q^r~V
z!$A9{y?$7f)OwowkFa^DXEb*nI;$}KU}qKvTe{8!mAF#cwutUAV_jX9NspG`SRo0U
zc%j76<0pIq?VyC;2A&RFD&k{;tfO2Z{?E9os_EkGa&%A8Hp&@e>L`CSA>UY0b7a)M
zefxUN8Y@=_9W1h~uCeQ{U317GA#~g^Db4go@ix7veHSjMBi(363IEyX(W6iPRL?(k
zN>E(nhF3WUHe-4BntgTqYx&c9Mmgrsk0dbihKAvz{A89x2C>>%k2<6WpdcX<(*W(T
z|GBHMF6>M32hgto`~-4Jq_$gzTfjiKEt?g1OhN~}v16cHMAmU6X!&~lJk?xTBucQ>
z;=2R~Uud_-4`~|>u_=6BXn*!Jo)Jk4REFQ-;n(kuf#gS3I5=rHAkazxg1~zQf(M;G
z)FH#U8p>GANTRsV#nm-Zbodz;>uMqk<Tkk_3P;jjv~)m95!QqzdIO*YFDiN1?SJGr
z1z;*(xG=U995O8`uUkYn7-2yHe+#aZ^aY1o|NJA+!D0}rsK_P{3*i)5dc!n-`t19v
z*R3;j9X(X#bS!8H5=wye<s=uaXemX!?D0@nQ%h^u=(RIv%n*EYef@=3@rPb0=ms9L
zrg}jHhxD5_AAG`4{rkt>-y3mrX=2O@`Sxs;6w%&aYA{hc`jCUGnot8dfjSVVW6+L6
zMNe)H*1ccax`1LbGuw*MqMDk~7}sdif$M+U+Cu}T;xM4<L5}YM2BXGkhui9=x;4+0
z$c45v*|$)tQ4C@hX#Us7Kf^q-WnFSQ0;i9{%G9u#3P*jsxE_sD@B<}UsV58Xk9|x5
zp|3Q=acFn%@#Now+>_2x+eD>Jos}bVBCjkCZB|E-udbXntN7T=3k8&MYFI^^kK!Zb
z08Ta&*T0D&o5z>dj=T8%W&GLKDPDD-3o7TI7By0oToAVZ#m_)!VTP@2IFK__4-$Z5
zop19+vJa-$R*Qf0{)0hOb<2-t(U@6iLv+FG3h;b6@pOrk$4}?2S=04#D~pblBJ(Ed
zS~lMtEbzG1o02o+-$+c~ogdbJ`7a~Po~Z>}^rhpr-VYdp4=(z@6NRL%0|(}fxG<JF
z3PH5tVcU1$Kzq@1m?mTGAvsb$giBJbNx$67K?TBi+d{;>%F`v*b%L2+;H@}i{e%bF
zJHf6b4kaC1oyymkMx5U8il4_|gN#A>lOndX+FwIneDTJ;v%aI^OQ1+JuX_(8d7t8_
zox6}GpgYx#w{6!43t4c!3C{{TQp?L8e-?<2?6|i6xG*_+`~erUUq646fwjY(OdOUN
zsv=EQzN|Qb5(0w=Lr%H{=E7fb6%h-ianlvF5sSQFET&vhq^xvcw8L?*hk@`x&o4eY
z^6a^49QoFEeS2Upy*;8RnO4SY5JH<_F*45d+Du5>3Xw>~Wn}0;bwOgQ+uc*XQg+5+
za}V31Vdmzt0G`^vJ4H)ER<9oL_9riBR_G6XUXTLIBUWp*9DQU26Wr@#jKrsp_{ZWs
zb4y@x!+|t9BEyDTp?MiAsANRm%;$1C?TnM>M+Wqca?@6FQksY*7?gZ6%XsGmJ-`U<
z?K#p662dNOKMzstY)4reHDM^lBe+HkC#J9`F|2V`<BRnY4-?kuB6%WIBXRwo^cGoM
zG@c21a;6Kl<^6a}<tsJUFX?^NZNLt?g+(aIQXJFxqs1`|en0B><bI)pH)gpXMeK?Z
zRVc$-b1==^dsk4iguOt?{K&%I!{*Hw<p+~6%~9qgx;T)Tgj7d#6o)LzVp_vU)$6{L
z4KH)Ek+Y%IhPYFH66sCI)>U*4q98DaBisGh;fjFl?gNT$D-;Pz5T_xHI;)qR<JXcd
zXT6W!SF*Jgs98ITs$Mz^FuZe;@+>#&C+JF6*4vc?WnBBqi|hrXR_(6~cx&~OlE!D;
z?7)Lh+lAhzVI8VLwvB*fLuxDjUD~?qT3J2YA2H%T1p-XzN)m$&`+UN%Kp||l)k++0
zW4kaYh>wgt+r-$G1&6Ii5PagZz&iy!KGjK3B~Wq1#065Rvtde1oSy$9T+DII@vY_5
z7u*evY6OAK4Bzh5;OEC#S}kyt**g9J3^4WZ!+3@=cs)$L&ddfhivq2wSvR;;IG6Ic
zVx|D#N_gNx5-cpZWSgCy;A%D*d8}Be3~w2#&EzVKPS{Kqs?x=5&aM+S9x22P=Oybj
zk3%!i@??m-=!J&I&BaVbSy|-W_=Fxj-5n$d3sk-|y$#qRD7@ThHiE*C^<-Wid6P3t
z>{v;LZf54@k!YlyB3)<AQY3#BzE9klFkOPW<)&n~8kJZB19k^z{6j)Kc@i%)Opfkn
z&z>=Z&7Qi3>o;zYmN?1l=B^%_v6IIXZQhaU5*N(R@Y^qGa71(;61UaKpe@$r{QP{E
zAzfrgw$7t?OJo<1A5VJRGp3MwW9c8wbLoOb^;d1S`%#gx<4NkIYti}!saQ!u1*reU
zW1JwOH99?A#2}nw{ag)$d7RO{219z6C+N;qGLP}8TN^rH#{$)Ab-R$3-*&oNE4wc`
z=$v9q_*3od=kTlNV*Sl8oIG~297~q7wtYv4hoLGTZQg!JcA6x^*>JnjK3zwCSG}$(
z9yj0fm;bMy5trd$OqJy*;`a<E84v`&J7<gg5P#imjNP{X(`EXPF-Y>^Ezx5l9LW&T
zQfy|d@IKPmaTz8H>Rw28OEPwD`roLGfnV<!Zujr9Fxf7{#GH63YRSC4wMcH&)>v@U
z8uy=#=R5y4Eg@R6?Y-aE@cEXCkEPa&*szvy(t-@rR+VS!!)8%}1)Pev8Y1uiXza6G
z)wtw+u7{VP^dl?QkZKCfN*q^&!hnBn(n~xT_v@L7qs7L^%*|aWjg@4WcpbWsERni`
zwb(M}tBUqHrwkp^K1$*-2M&EH2JmX?+-=BfAv;9LE1jr(7^4$!Whw9P0a?cnlB0p2
z8%bUTXASMz+S)2|WA8s+Cl_mJMW4vYSn!{(U}n<)<7*OcJMy<;Xv}BphLiSf+wh;G
M-6Y#%lG%~}0l?;TYXATM

diff --git a/_images/0c58025ad029b1233ec8adae660fbe014dc2243980192a6eab969760ce0823f7.png b/_images/0c58025ad029b1233ec8adae660fbe014dc2243980192a6eab969760ce0823f7.png
new file mode 100644
index 0000000000000000000000000000000000000000..12b4af01d313080469b9b5ad42453c675ee3c10d
GIT binary patch
literal 30423
zcmbrm2{c#T`!;?kk_eR|8B2pPqQQ`oCM9K7=18H)92ts4iaaGDDU~@y#*8VHkW7&b
z36U{l#{ac>zVG;7>;1j!Z9UIw@HwBe&pvzK_jO;_b#K3uCk`_+u4kkuiuvdfB{hm#
zqD4_O!3^~Hm)Qa%9sIV({-BP%y7f7GCu3VPO2ydT#>(2>>VgTMqnWMU1?x*Y#P*0u
zitwGcx3{sA5f{Js-##E_ZEG&he_}}^zGS)05nVfqVlgKF)5I#oT%agNrK3vwHJl&y
zf4`!qq1iz{WPXn0t{a;+z0LmZAsULuf|@;7W$rs5b+FbT&359YQd(b(ak!<0uC9ey
zmhm~U<<W=2f{(7X&i1*bEEeneWH(dyM5)y3j!!8oKW!hms=%wTd!of|Fm#X8z^5Jf
z(<Vg*8i9ph@jK(Ph4(3uUmC3vI&2HS>R7$l7yfXH`M>s0jiGO79aI=-Ua0wf`J!g0
zeZ!ah61l4(bVE<<rjkIMJ!klGt%-r}#dQhVr!+K{1}mEl^s<tB1kv65U}|G)tJqO;
z$JpB1u>H>}e(zW>mr%`9r`S@{()jOvXd4(<dHC?*GSgHc!IKN4PIXsgh}95k&bC{2
z<;s<<qM|nxpL*WAr=HzuC7`39WkVw<C^$4Rar5}*9Zn7lV~OQC8K<$^V@|HGudl7U
zTYDf?tM$skqequBu2|9D+4=tD!G$>p-i+IIcHVgVR`EW5y-8GADookf*lf2`S^S#(
z>YohZEL!VxBX2GILwtPdp10?&|2th5jZ^-eR(^Wng+E2DH~Am_>5E-kA<ay;!u<X>
zj{R*tJ<GH80(_XcqRwPqdMI^a)t4_{PJVB%s!!5i;iq)n+uK_xSk`G^!=_csPrp8Y
zs`H}qrhjC9=l(3bw&d=SO~1asaSHwzniH^m`EvYK=Z)jVhzHWood#R*x7{{v`(Bi5
zI4SU_t`R-``g4A=^!$bm8=jopy4|#l_3G?cLsyc?3yq0~hq}~5BCm9*-5Xq5XWTRB
z)qC~Qh+T%`cAcR5vEL2DU(W_URgK&``RiHW-N?wm&!11eD=CR`ofyb+857b<()086
zWsn>Fe4r~yOmhj#^9SX%*B*!*IDdX?$!$(AiL)hqLPCs=j*gSP3CY{ff9Cu2P@=fG
zZe!|^Fy76T5whk3@pswd{Ht`|oIaCwM?KDS)Shq4vh(#!3@et1T)FxK)AH23>hbO?
ze>OE`T=dsW&?19zDK|TJ&g8>Cf=5oANUC>?diHF%Y-3>I_wRYpni)bKbAMxwHe}kg
zD}D--UQrPyolujilpdYWtua45TBG`V=I$vqwd*}KF=yZ3V%JGEU4G~`$F(H=H(|-w
zmB#J{2C~e}jHs4%{*h@k$h`D@s5{c*?S~I>Co&F?t@F|pJ#v&L`UIVr!HiRwB8|uy
z`giXhCL45y%3YB>@mS7J>*eY8q4wgT(NU=^y_+k!Q_fYammB%Cqpm67%^TSR!88}Y
zWk~l-g-Kg#^&4s2!?>dM@@U*iNlPpKW?gUx6TVSFfmhbC&nQJ8ULafV(x0k|KfCwr
zsp}b!o%`{^bMu3LXqmX8r~k50A!2bcG0z{y7<BG&9T(YY^_8OVFn-l1HMKD8(dgj3
zkj?V)++Os|iq8(+;R{wykI@&-S=0YJx!_Q;L0(&LFQb!_llP4q#?#~d?DgF@dENKT
z&&{^Cx6`a!w+>6Mts_t&DWy3=)+yzDwSe58vW-JSL;LW3tZUYIuQR;LmYtn_sQjg2
z0gwJ0#~b(Vt<KHO9h&S2+$b-f_qLz&Y+u-9YRG}U)&kz3pdieM_p@gkuX}mDa-Vha
z`n|(G=gmR?wH&gJB9zhh90!>R_xpL5n!m>VxqhAY>SX&(Uq8S7;X5z3_4P5Co15GB
zePy%j`c(AtOlJJ-OoD)*Af2khtdxxXFG^KaRqFg_O7u*|yR6F{Hh+E|&Fgd>>!ri~
z5zn7|`%9+P<+tdOO{=hMdn=BeIB}@JeHI&>ZrQSBlhe~@o3k$OcIdrd<e+KqQ9L{G
z=)wTIPUa<U%Bb(_E18QstXpzz4Vbx3^0LIUpa1-Xrs?&CB~+Ge=dG5R*RQ3HKbGUf
z{P<*MW{$Tcwin;*z-rl<Re5Ek>%v5cWkXW?-|onp$;sk<{r&B~fBS#9w<Tnn=jDJz
ze@vviqLr0M*e>gpuCA_9mzp`qi?XnYFX}AkF(gX~-}dZsM~RK2<DrHmeTRSvg}KR%
z^ejBL58YW`R9(%6&0m`DHZ7D`Giz&WyWOEzV<|m-)P65|gwpG{<<!{kn@%lPN{vFx
zL&VQwH#)anTh{jT=TdELZTtQvc44i=eMgV_wfw=i7ys!jXJco-@j&#<TYUAUOP3gy
zFE0wW&i8xcG`PO`L}SPMEs<BR4}5=9{QbNBpk&su5V7_f>kRgl25`4yA>j?-<^ufu
zG&fmzcTP290p5Bn@A|f)g1NG?l7X4|J@!}pQ15I)Y%GIy?l3*p0l99=mMyQXTY1C_
zW+X4Q<i=%QZJd6htgJj#f5!T$+w{1Ny}fs4<}Q=7XD|PFw>&~JY>=V5Dsmb1+Nx2l
z+u3>ka?NLXEi=QKs=d=pSVLa^{wvl?TX?f=Jk<8~#tMq!U#gX;a}8mpxUrG5rKRP_
zkt2mjKV$V5`gnv7OsKWYSACv{P>(s$9%}x0|L^*j)lc>>$$ImqqxvxKd-F)QbE9Jg
zmpkaARl?~#JUn*q-d$K##d2@6%G*0!yKX;-6LYVu_e`;M8fa$om>IsAW!HV;rFFt{
zC59V{4244qeo736hGVu5Onbh(p!LKCSR)i1-}JkuE+K^Cd+a)}hd)^PAhLjxp57zh
z+qc(n?X+T5WElRiC6a+ML7a5yTqkZILNQPzIhefjWfR!6Nr__Jaqbf<<y}xvV34g6
zzH@o#@y(R)N^TinJhd<8oY7AyO4R(kc7c7*Kfk`ddPebKTPis_XZZ#Mteu;iqxC#r
z9d%>3)4(Hx>}~4N43wf!@U6qVZW{02zxQ+OZ(1IwAryTgLWuG;$aB%`N#CJ$SVh09
zGD3LMDnI96Pj8aZI{yqh{Mzh+h;EejB@C3-bMogs)z>xWDj#iAJaB-Hs?Kq+lsNZ^
zqrc$BiggdpXfg1Asj0y~$DZ0)oo22oadpy$jgxcR`khu=DPK=d>hkQALtf7LasS!r
z3GJz|t=0-bA50N+k0J{BK77a_;XGti9j_@&vv0Sotp9<VD|<u=9DZxj>>K@6UEG$T
zArwrWiQ-$yBNrQCaQd{+kB$yH%Glg|%hY(k@Q)uql#Gm?P<)RbJ$i>FJXUX>C@MYR
zA&)h=8T(@6>C8)_lrJ({L`GxA#WU~4AEw7AFVh?zbe))+2s(r)^m?#=I{ni3(_g=R
z^B2?4@h$RN=8thzC+W-f=VzIfug#N8&Yy~>_)6|@ZCS&3<NTNBeh6S}r%s)Eiw#4u
zB0{nQ{L~1a`F^%(8ShoT=W1~jUygl`0Fn>C%jmDCZY-a|cc~`d?wXXm^2fBjuTSLq
z_3LD^f3@Vjq4+TSUvsadea*NSez&|c3j5Dwa;QBDYqzO8^6_JX%S&c9ZrO5J%DP35
zVs&?SHz~WzPd*_aB68gM%9Z5^^?8!ZSa{Yve*Czp>Kb`~QXbdivZ9ibYJ(0l$cuDT
zdq>Acm$6<!GGPdk-v0jn7^Bmm*g#8OLZ)birSyd_o5-TAdMy7Q>+M}Ji$db;%+X`V
zR`c-iU|}_9z2cBG^>zO9Vaq{86(GL`*%KD^e?JN*Gx#Y9U~M=U9Kavc)YOD#*E8}f
zUAmO?t2sN3;%jbhe%Dsy_5SnI12+&%DZbMgR@+ijQ|&*Rnwect$UJLe;;kpP4#`PC
zOzec~C&$Z|*$`^#9~@OxU5DVthA>0x$suDOTRA*br7&N6Ci7K;eSM;C)7gm><6`f~
z$ViIss+-$;>|7-)t3-tIYtA#nr3dZpUz1@|d^}f&_Mg(zOH8Z8BILTt`{~gh^%!@v
z`3nZ&h{8Sh8(&|zN3Npy07QfVIS#hwyQNoML7H%>>KQDUujknzCog~S`0?A$Km4|M
z-@JMA{P&!64moF=>{6}+lY7pjS2cd@T23##x~ZUbvfHE4Lvzwycgvwb9xOih*{Qno
z@?qSZo;umKFN(}==LH4wDu|g%hTc_vVKUNHAv3afx^D-6&=DpcB|BSN?}UT|if^sB
zLE;W^QBf7wp`3YUozth|nK?U31K0ii`?u+e@(VTc3>2%|)M)j#iLnMlOBRt<w~2_#
z+~?0X^=BOCPW)+`{q@z^o0W1EmOTRlVz+MHvhU(tak!KFh_Fz2M1&~N=;&J~W8<ge
zg_F&8RXs1OYKw&S?9pw`cROQ#`oe`cGFVJVrnR{8v192Y2;HxfJ6@eF9j(tiTe`CU
z<^|osyotvML3w!x4;}KU%#boPk(ZNuhal|mQFF{Q*|^Uk^TOEJ6QPeRS|o;!mp+N~
znA5eM%eeUM9o`kwiOjUL)y!NwYh9}>$B$A-G5foZ%^<9J2L=XGPiBLTJ<BP5-ReHA
z^0l#XIo4KvvSIQLYplMvEiDEVD}ZWUXiQ@jjW6AbwZC$;L&OcmC<JJJysNQ#*^5n5
zH2d(be&_8h$sKR9r1gBb-S~QChBxbvmONJhOs)Cp6DI=Be@%G`Ol?vZuPIad=66G~
zKQb>P^&`E(pk~`dDX)hwulwYF>*-yWnppvMXg!^Ozswx%vNTw+Yu7HXPI0}gC(I>j
z=PJHTzxC++$e#BkPB#V%WVh{4UrfIHDh`g=%$I+dc=uxSvM9`?RI;3>qoa%Rn4hCB
z(6D?P*tOebX7X}>?mz#ml0bCm@1B}{sy;H8t&sS=VBpVn&0-(s_sIow@eu|Z8k=0k
z`?gWO0o<~;>R+DuJ>%@s-z3e(%F0LiB2OMSk0`kwEWvwq=-N((NO@N++1boi_th&`
zt|ZXG1UXQ~3<)!4_LUPsWh1CfkY7?#wqO2TFWNua+^jb|RLo)-nHG1QUBP@zLTC1w
zm{*+-bMW*^o7V2I#tSQNUA}yozI%S^cQU=lo$Ps|q{bisOiTMSB`syZY_BOk9~RzA
zDb08J4`3~?6VbuI4)a`jXSAmx`Q=0b4ayg62#jIH3$-}y6DTN=-597J6RjQ%Cs<fm
z)=}?{iRYQxxP}>yVhx}B^w2m(?_0)2Ix0_GDV;6xqq>gHR@8V(K)s_~p)xwbher}7
z=I169B6_Uz#vbfcY8`x4%Cnk!*ISq15N+w+csl=Twm~S$*5NiU7Q9t#m4?t#BQr&^
zFqxJmApQDT=l?x4o$vOyGbACm1*sM(y1Oz$rbgOO5%GSjh)AvQL<yHQ!@l{3kzSsf
zl0aT@ili>D&dn-en<!L@3=utHv$^;#m;Hz1G#JIj#cB4*{r!2*<#(?8Y!1Z-h{*i-
z%8sAe-H%sOLT)}?FG37fc}_9?!w(p+#x`3|%A)p2@?6OyxhrZ^?+%}dnhoM}gY$D$
zM!G5wH%Og7`65HpF~TQ69}`$dpT1(9n1+QL;L<v^I1Rwx2%G1ZhkqRG4}54=WqO}k
z3mHUOXPrvh{LDy|LszJP4(HUhU4nuKWieBCSrtW2zdk}uncs<DmFPIoybXZ}Ky<Cb
z?C8BpIhB2G-4RYq4`zE}B9~IbpAWEHh(XD{e|oBQzHzfRD<>!CW)`i^S9J>k&(XkG
zF*vWaAb)Jd-H3>nd1C2_*jmp})w$H%WaiT9ym&szi(A^_e$ih9atY_;;OJ&`Re7`5
z&8cSPqtS!S*{iAT_P<VkZR{yvey+BS$8GeK>A7=1P-gx5{B#L{i?b80A!n*4C!J@=
zs_U+M_hi2p(+LmYT^ry=y&U@wKfg(J;esQos-=h>Cp9#lbJu)oY2hK*w<3I(utTJQ
z%A-AY^seK5MWH*)Po6wU1uN6FwN7giC=OV3A;e><Cq}}$Mb7GL3XOHaY(|E=dF7)b
zJPMN1)0$|!q<4*J<}|SrPp6M=T6LRSc5O|JYU$kUv;@BNv}@AN3dWW3XG;U>TE4}C
z(imzqkK~lUMAPef6%*{YddmquadA~w!z!{;sa`iZAtB{tJ)~i#alP@vB`lO@<*TU8
zrBW5I8oth^BFdNEVi&&q`0+}Nv(Zg{_xNC|;ULd)Sy@@2<5dVm+b5d=uo$q;P~t2>
zt#-cYbzITKkh+&=b|s!pXGA!<&Pt1DWpnwmL{4s3nla!4efRX_<P+dZ)Nu+nQ==CE
z>n*wg2{-Jvp^$J7oj9>_pgDWV(>WS0im4?$%DB(Y4sd|-T)ukq{dpzk?W5W4ZEc>Y
zgZVdZToNLtk5a_?#_zuaZw61EK7FgL%}8#t&C6xP?dsJbPz$8?{953lKoC&o?WY~F
zUS3NO9s=I`uj>HG!Li5IR4`JvlcVXT)WpuF#zuZg$uGZVP|#>wh8N8I@gL`j`uWo|
zBH#k@&nwr7OH|23^4+_vSy@?pxIK2lL6lXmljjex$Uh&+j;_wOGbi_-?9XhC*EBzi
ztSrx@wRz3j=z-YYFM?xLu@m=>)Q%Lt?ajZ`IXpg2|0Mr!{oQLzmi00*Y~bNB7+`)^
z$C)ztLt$5Rrd8vYwyS4r63z@D^3qbDB4pRubytdJUJ7dv+_g*Fb&0KJrnWku7=6r}
z>}(p(YOZH0JqS4jq>TGNlt7YBUz?~Q#Et;rjf5B?d&I%rJ-_lS3fkK|^6L|{lS{x8
z47JYBt)o&b>Vz2hw>$RfM2J5N6OSYrF~4NO5(uL*Rbxf(@BQhw0brLdT}qwgJqEOW
z>f}jJR4{8VHocbk%J$hZInSrT(1Tm~#g|_$gRP~~@wSPvA0$-LTDiiLuXr@)xvnEC
z1S{o5Z`^YElCC#7IX?hqgZFmb!C2zr;wBL%B(M$3OeJ4iHmsC)9e)R4^*PhpFrrgB
zlG!-;YYgyoG_zKWYUClHs-2VTO%f}pj>zz^6C2`dHb%tl-6dpU`DCW!>CKzV<mBX-
z9@Hd`{FsfXdFc7HJGrp{&w6g?uqLWgs&4wYJXkOKl^c9P!{yG;O>^wFc~Uup?9;#Z
zWaz%|@bDG9ypfCr-RHYPg>;7PGR|=%9zU{KePT}5>fzK#e&1Z|U*k(XYUNxmg1dKf
zM7mFHLq7CDh(Gc|`nSlJ>gsAG=>+)~FJ4fdsF^HUvr15h=8MH^B!y-8ZIhcFt(lyg
z9<0uDbt0(XS8d#C;Dz)KU*PKvd-m+<<ngt%XiPP8o}Znletkh*#2}YL-eq(jYQxVc
zA*sT$ppC=t*BNpo7T@2dp5iiQkvq}i`cUF5J)pF|>fXOgSNSakOuhQD?yq~8TcFU>
zd>)PRERPKdxw&#mhYz0x5#xL3&U;>unWrOW8^Lw}0+RBU)U$vdQ6LydajYaz)Yq8y
z3RKs#!5znTYiS%hI3`s$0?atsmsYjib=;~C;S)U6+ouO^4z;)rw&zW>6eBvOT>Q4P
zpHsSG+U{$LF(SK|(|59@<~;D%Nvyb=So1&d07`_V?CPQiO9>=ZR8;h|*`cna`<z?j
zI;!?#_n|9Qt+mM&h@jO49v(A@!w=<MGm7{xeB_yCj(D1FcyRjo#rAHiitRd~I>(t(
z%>3K=wI7J3f8y6BFBg&aM^{Do*L2H}mSho!qSDf3NDJ???Yf!hInO>zMl5Q3=ePP$
zH&=Ml-}Lh+X_^c*g}$U1A3!bs1e^ThSmGe)+gFwiVn<%6^);m*8*C`Wk|85WHwZ)=
zqoK5t4ep@a`CXylHubtXwZAF-fV1;%K-(0=3%&fSoFFR{G2dfv)4~0DdUzO1jar6v
zg<PyiU2mJcLHWfhK(Qu6h4L>mv?{?GAc8t=oSaIrIjT`CK2q@D@n0uiQZ8PQ7?Ipq
zYUnZR;1%K#oEfOCsS<D@?Cd!H<pvPUuZo6Th4oVBDFozub=f&h>6SN<R|t#Z$w~_V
zD|#qkgCDo7qtWctSW~&Qo15EZ#NXV}FUP>e#MS1gKH7Z^A7ch8E&)0ot@N&aUNJK>
zLm00|yDuxccBLg<2)G=!Q~KT4VOHwW_naF58=P{MFB%KhFdnQBw%Gjs{d?4B3@7kS
zr=A^Z2hQ1*^#}yZ25#=l-Id(ABbBmE2{(kIuBenxyBmKT<e7Q&GIVOh?vVVd)k_}9
zF6(P$vHJRCE<D&QJ93_ehNkJaoB5}Q*FZ4HBp(2$NKpXq*+qX#N-X0qWh3=1p?0Dm
z?J@iaJjS|y{po@6z1UjHFU$3Sc4!LQc8hd=C@=R?esLXJx`?F|05wsoO5?)$lHVZj
z8^R|F=4X@NPJaU-!AR-6GNA+Eyqp42{!fc7;|;}Wew%q`1J9`j&5F^zZd1QL)m)`!
zz___|x=;7-GBr2nN<8E6tz>g;rk4dBn4#y)>Vvr>0hN<#o&6o!$p+Fgdo>(te?E-n
ztSbFHy~NXTLlKa!SBPHdJtcwt$i1&8M(@jCI=`1o%1})BK+QQU^j(vB<y_&h0)Yy1
zyQwx(0guaA^nx(Dp&>*t_${R7-xXCKK2*1?aGW1LS^U}Eey~N}syU0TuweS$A-6p|
zjQp&;yn&;m_M`pZGMk5Ym`QR%DWEhi&by3OA4ZL5)Av;(?{WdvHaXm}Ij`VWWSVrb
zk>)W|$tO<MM(-HL3|Hi<(NQV3oyrLKZKFLkzp9@t1Nm{@23x1H?qmArds|d}j&Cjo
zb47M~#FY;pK1}{87iWIJrQj~7r>6%DuVD1|Pp8bt$_=|c0j*n&viT4AJOO1n2~<ZC
zjn_oT_uMP1QQ78Ka@m0Qq&%Hk-L$PwmSncLtN`(s@GCAXxJ$bTyyP?G&M>J9w8&h|
zIS$7Lm;6EeJ97NElrDGqvuqlaJi#(CQz%>U+=lH%l8^+jdcLNavjp%e1fWW>EI9IA
z)o!!h+{|AYLm)_<6eAk<*)eTrXXiGB`M-fDvWJFjsNQMQTmJs(HB}L^H=!(WFh2>)
z*fz++9In;6GM?ReAiEp7&P_y60$yeH(*iw)ik4+L4L){sF)-i(({uI@Z+^V%@o*Uj
zAuPzD&Je?1x|?~f6DDK5b=1ioVOooFu%^S<%fD2_w{HFHSa@oD#m^PuxfJRS665{X
zihjAU<W6FuNJRGr4i1LU<36n(^ZIX2+#wqmf<#@?{B6!1;MQ+}4`KwbncCv!gq8Mk
zD8C`>&&WveJ=ML-`IkPv(#83+tIMLBeeGJ4x8BRMTqnc;fs9i+827ntsQC1$cCVPI
z=zG*T-Uu#l8yePu^s3X%&)>je=-f_c)%1EfZukyi;B`m|*9f!~RJ%OlxkI#=O!J|C
z(m#DV{`@}YWHb0m<T}V>@6)RGCfHfmU<D7Oln))fsRH)$WbiasqIqxXo3W{ZkHNxG
zh6V0TmqgeZZ;*V;0ZdN7iZf<0z2m4u-`7(yT(<l|4KE$9e0R0T>0MfT*6j9%J!)W+
zH7Qo0-Ca%Ty$}YTa<7gC&?S`R4{QwfRenlmDnBQ=_k0n&sQng9P1NB)9>U|id-skM
zdX^1W=JQ8@FIMc6e|T=NC6ACxN~CCX@H9HBU%CFbOzqdvA3sd`jY9Qv?AeBghfQWC
zhh;hvIE3GrepnST&M9Hy4VIbQ3DBwOyuM1~_o<+bhhKMeV2AjA{i-tzK)V7GVs*Zo
zD;qbrzOi<E7|kmhUuY1V`bn=}Ysi*>@rd}<kQ~WDzKoG^6$QcK8Ocos*#&b`$7CPI
zfJIuE5bV+$_!$EWOT)@1F7v-Hqc{gIh6uopV!#BH5E-8do*>x$dzr0<)V>r}#jBv3
zXgzHl9N2-h6dAtHmX?+tX5yC7VB(R}0qN|2t|H72RMT?mN1e7|oo-0<o3ZH_%li%b
z_6~s;fClSVvO>TUL7Iq@-%NF~uv+yw#QkzURV^{>9`;lQQi51iRMb1vPA_(xw?)#o
zFOgWID8Db|oJ|9=6`?F{#XNRVX4<g(<Tv?I61vn6jmR8*p;n!sEiPg5j)4tdKct#D
zRT3~<5*;#Dv8(lbsihUTOu}fr!_wWB1KM?fDk{<Fes~q6Z9i2!Fff20K4t|4vHH$>
z=~eswE?GML_pjftU+4Kl%Au)x`}+IW<Okrj(=WSf@XF){Rl9_t6mNdGqtu`LkJ9H?
z;+x!odgg7(k624uxA;UGqMCg35;gO)C3GGTgJgaq{@jDG@x{IB7N~Mn`LX-IS_=wJ
zZe2tBnb&1An9u1j=)iucxXIfUUb1w=u6}#K*)bOSg!p41D4{K{-oJl86p00*2$70B
zEZK)aVPWyRjwG^5vuG(YymFg%BosB_UlAsi0(s=$K@<^^<A{!lSzt`Fva^>%wy1t_
zY+b+e@=k73tXJU{k9oK17**bCKodecuite^M8;`A<gv%xm0?UHhseZmDX;%c9+xA~
zs`in$jezzF{EiTdK<p{)B4q}C_xV|;1)>`)d4EV$>X>M9Ux=amHpB&fz-7Y50tm1r
zXuVto-0H9@(fcGz%5K7pC+hAX!bNqo3fJ%tfAL!Y1<H3$4MU1z+$SG3P3qgkau7L6
z80rnsP9TsGQnWX1+H_u_jrlJsJteS~M4$i-B(Qbs5fPn~ea&y2lA9aOf>;rdlG4b^
z$+0MSw0=73_=A^{Me)y{E1?KDLG>0HN`s{(Yfcb%_4e}eLf&47H@e1Sem1k3(!6IR
zs5BOM;c&nPHnKv1$m&)a$Qcz<dDpH<_sZzFO?-DU!OJBYN7RLyXu{e_U2M`o&eYGH
z9(d#8^~6Fi+x8&JEA6GrmaRZ}0FQt;I2Yu+o6ci(+V4?}N2gsSY-HNGJ4B)&Qw4~&
z4mHXeBtAukj?&4GONIGs&mL8YkkMR9N9RY+yq*CnCmRRHR&0%!T`4vf$p<>v#q_dH
z+7C4ALUSb_@?FN`yzkRv`EPBW^=1m0!OAb3p`0JYtlS{a`sdFo1ZL^oV)s~kUu{|^
zrnePbXfpT41gi*9ew|?Mn1oyppS`7IijbubVo!RfrKJ%XnM@Nh&svCKKD+I@ZX1LW
zRuTH(3K$u_^KLouXe-Jot(U{0|BX5JV|B1O>&^KcwVJN3?)k>l7a50F3#96kER%7T
zs_0Z!QZhXaR_Z|c1JU-uLF;sG*&yS3T;C{H<eKPPcJAlTpGL^VC=Z%kkAadZld_t%
zt5418<rj#j10V4A#j%jP4<7j7T^Rp(=hwt#4|PBG+~l5w5~G7kTH<^5aN-&F)kLdE
zfH=(^F5&7*S_K0~U0ZkJdKgA@<qcX@l{7MmS7A#B*FR?D-v?j)Z-$7}P^0%X)r*!B
z&EN_)E#AcEYGdjeaT@26mM{8Gc7<(t`hmSf$1UZb@=h$+EVt>5>;%PyYsQZ6-+yhV
z`u);guV5vCYY7R$fByWj0f4pBzPVt@==FnXf)7G^Qc@CV+fFfIww*R3LCP-_9UXT9
zLbRiz!9s$agwb%r!st>(7wjZ!)~q3yVH*sMjomoDSvd0%>>vBMladSz0w7Fp4Oafo
zJwzVD*MeJv+7@Qg^kk+JX69ddUs(`DM1?;4;+O7Iivw|&tE`>XsQ0f2L{d6oF!%bx
zC}T7JYu1|o%TL{nfSqRw!?^tSj~Vu@qCn8YH!=$ox0&C2-~RnHM07?$Q8~O_NB0T1
zl;VblhUPjxGUj;p#>PfO)vhF;qY^s0e54xh<*ux#cv+d5tReKuY0yCF&>=;!kcPkG
zAFh5K&+zNN^aj8AU$lPn>H9c14NP2}du#e;Catwc?EXdq*Ee1dhB*KVk8?`8gq7>J
zcaE9*`0ag0rv8I3<MqyO{2lba9$6TmDLs?c!XK2RO<xuD{`_#y8Sx?L?p;rm??4VK
zQ8uqwD-xSxb^7#rB)c|nrbz0qFMeA~+yQ{o<)ThqpEwcP_B}mWSX4yAc!L)1m`Ru(
zK8k9C69GlHaqCuwfPjFZ@$nK*nk7S^g0y<}tR~Cu)GWCxDUnIle(Admct*t+YMSxQ
z{|Fv~SLqre$`k0)98%|5vE=UFzwZsQ2_)Tjqin>1r%>aFcL33vm7ALxm@)B8=1P{m
zlY9Xi_L!tJgXCdbwdy(u$fzezD5CcRArRII0z}7mr`DI_mWw{DF|YUZ38)#{Q2vPT
zou9EIMGXiB`x|DGl9Jo)x{iZ|A(cG@y?4O)HsgJ|qrV$iwx~XShkAMJBRe}g|IVFj
z4<0-S6s~mc+~$Ao-3tm0^?UbDY0cWT0{9U`>uO<H<F`v6$v7~g;w(ljo^qjP^9DI*
zR#dFgAX@RoJ}5XVHYG3aN!`u<%v!{C(c(UR5x8#^yeuzkDHAZw-mJ6$d<RiQr`JS0
zdPH0=sK>3o=ddG?ecqPo*ngT-+SjgKa|u~5rjtV9Pi2*rB|zH_U9(7yU-R8$O(i)Y
z*eyYF?az&k-HLbk<n`+{`1ZugV@5ne?3<RcyzPE7$hXItHTGwyqJaMsHJW8BDd5ey
z^4Sn<sa{`9TRa3y9x$rQDUgTHTdqR5_xACjrGS;Acc_l+2J93s1m=O*vVpq$&p#$9
zdN3=^%+8Kw#Kobik$s{elrZzCS5KMoa}-^lfB<W%vjl$gTq{~z<0tZ6VOo4@l;%)?
z#(d}8F;k68Vjyz6lIYli#!|wJ9C~ZFtzl=Up%fJrnZ%xjJ`M_cx<h{?E8`=8{tu)8
z_Pxu}l#kN*FfS1^sEu&%`Nu`3;L$&V9dpMt%oM46n?v8MRZ^-iwxDOI{P>ZULjA+R
z{h<-b+FW<v_h*KeE{Rd_AS5^2g1A0lY|Q^CBEq5mY~rJHo~<)8SD}?Yh0;tPA}l6$
z=<?-P<Copt_flijB?sH+V=u0MzrW3s^)pwz3d4QH>jh_HqB1?!C<~@GC9{Oy@$y=A
z^yt3sO6B{Ff}&v>u{J|9Yoyo|=R*Vr3WB39O!zVgs;O7#bHxh_3c>@_TlKJNuewR?
z)*afuz4yDO59Vb>`5gb)e9^jM`cd7|1jI_}vk%V!U?^&aOYh?Y;pD{VN70GrvOiwh
zp`c)B9zJm<%ZA^;wO=}~hiG)!)(II>GqX;kx%MA^UEQ`cEJ5r?$E!g;=!mB=K0`IN
z*}sn8hbCI9t;8k_)gSJaXMf{}+0qEvJEt?-P>ukUp!V1DR)wVYH_N2$X@|5{C-$ac
zy~CeyV0t%#dVYRBTo&Hp;b&f28>*f7C2U##W^S@cI{ty>fv)F!?SgJKrfoc_C$h`Q
zLCDN#|6Ug@lRX0kC7qqyhN}<vI?j(ZOjQqP*kxz$n;uubI&)d5<c@#g_cykQIy8^7
zQ`x{1fhEN%^wg`I$P<-t`WE7p`ZPZ+%;-h-Oma%f=U<XxG}p_0f>T47*9)I<G%`M5
zmXK31y$7z6qN4rQIeKEr;oNhP$GC-4?VpK181E`-2-_B1n518rTu@(~Z_c>v>b1S>
z;w7^US)SBb>yIBUwF4Sw9UVQ-tqGEK`k7^SIAFM=Zo=RWmw8Lhsqb-VgX>K%f2td=
z&n?hZ>1KxqkfKO+-u)*(6|PE$2XwXVW##27D4X`TH*CwVxVrw<8;{Wqd}V7UP9yS0
z#eel$`mJj`l?GP|OZzEt=f8d1n_-|7Tr?XJThiBG=W&C2>^{|cY^k4b?4QKVIv~j|
z3?7zo8I3J6ld1tYg0#ldptWbw8l*M3;nShbOCE@-&(F_^$Apz03yBZem@3um;b)Pk
z%4^glH8$_?mc7(xqd>e=!g8(g@o|prMigZP(C9K!6{!$de3NAf1=-!9>jDo##50s^
z<^~roY}<LMnSp}WqB?Zq-D*{eLfAANN(_$XL3~Y}sd+3RQTRaAGca(#{)VFbY<~9%
z(^FaVtLl7}XhjSXxsn_MREzo#iSFLHf$fx_u1X56r*7K0{Q^O4sCJ4#4Zp7OzjbT7
z`;0TprYP3dAm-I=3qe8xZ`n~Br~XjZDXB6Sw960t1&Px)Ft8!C0YxSgr{q$hU`8U;
za96zVr5p!a?xb5bz-=QSA@OSM<BOucel(R4#p)I6m+ecK<m%+u%Rc@HQH$rDYxH>K
zp^#$iH6=b_7^N)Cl@t|py@G>2CVT@|fNyN7NXE!5MB8=<g*AKk!uv-Vfxno9^p#$d
zdGVVM>PVWChGCg7?P2jRfd}PRUBWt)B)3610Rr+N{}EQFB?E>S67!MK1-5NlZs<0~
z4nv(MxC7+9x3Elw@3QtmoompD97aK&Uk29nGrT=84YotcK=Hu`t|r5Zlb9#e3*^!d
zZ!QiD$g}CGR-DPoTPGeFHFa?F5|@dcPNKfOqJB$tW-=Hv_l7Yx@08mKPpiY!dP(m{
zHYFu99jla&RaK?n)M9td{&?@7<viSK`1#f#*L(Y^(H_{CHm(&t?F|}#`HdSlhDJsX
zn3xExTD|(tN}dht*AvF=ESRGs$Bq?){va-+ccrBr!P*AI(#8D1vN=m4fJgoo@-ET0
zNvc8EB*xZul3$U7w7s;i0q9;jny-4ZyWhWL9V=~FCH<G0zX#~qPI0c~N_3eRVCGj!
z|LAk`=0-WW+>f2Kw6wqnIYJ?Jc6P<^nt_6UD-<FqAdtFs&z@-g0N=7hI(6~{%V->!
z*E6tA?ez7vTDst=o=v#^s$H4C=%RQ4^I;`>g$0}Nl=hyp#lecR&Y$kQm~`frP2v*}
z@-HF=V|z|cF0rbE*NnejU-NE8)^|G_8%;`Er7(U}cH6|HRzE%_CP6kHmRTP8;<owg
zOgixc8-{vf>ih$^%<IEevFR>dxC7Ugr8aGzI~Djv`Xc$`2e`OS(2nuFrBdv-6|=LQ
z(p|t^JNs_(h8b7!$X@;1Sx~cvaqOa&gv3<&u}w_cN=iOMJjBq<^+N6FP*=GA<%y($
z(PJT=#>JlZ*A#b3wOe2hpH<2FA+N1uTF#M(@mbwfrfYr^)6=M$IibK`>k*@(E^f|%
z+Xaa&4$1x}!;_U7KBWn(FyC4e`o>K7VRgac#h-(PgU^U<iJAFJ?ryO-z}TbrK8iLZ
z>b@`EuE)mqN_!th6h2zEks7M1(4ZGvcK=9i-V&c1nwQ-AMDO}qaaR#Pdm~>cQ%YvT
z=y87guA_4wbdQD1?RcyyIQ)s7tx<AuB!c&rgK4iqZSIt#NMqG#;=Cc@7H$#r5~f?c
z#hr<+6B{1M>0Xah?=1Ups#TqRtycOD&4~`PYf7g6ivxb7L_0cgamqmwmx;D7T&5xH
ztjovNxN6}h@zQt@Q{jaV$7)HCPr>CYAP{xB)aIa4eZa!&?p=y0(A_c4ctmNGC7AJu
z>dg;1k2VV|JWe9J7hL9;Zlhj}wjb|3Vz#X*Of{?H+7#@2`)rngfaSYmG=61WFP>Ay
zK0Q7{RF?fwd3nM2a$^Fi=W<2v`X(~t`bMc>Ww&T$hS@7&D7WK6HVV|3kZa$f!rLh-
zuRniWQ&*8{Z0zmyEgR)X@+~{PU5715rTl|Lzpavn19=2yJVIGC<hrI#-&hxXCN}>p
z9wdA%WYk$z0SP%n0h+6Bb>(cQ`tj9KQ@8PCR$<4Z2h_MfvuKmpZ!0GpmGc%)Jw_g>
zG4~;dQTf`!(!-eir;jTyC;IlT#Wd6%-oW?Jm!Wq^%G5V!qTtbnF?mg6V>$JMreYhE
z9{TojVOpa+%1rkSwh#n%0q^USn@Mm8tpWW1km3|io@9lzLAVj3iNjq`1itCc1Mooy
zG&I(ra%=zf%NM}Vr1H@o6qt_L-(>B&m{zS?1($qVTN`yl@tU{y(i!L^(e4&x72F7+
zTXo9K*rBKwo*yOR?*<1?5VfS_D#TgTnmPsU@&JD+S4Pg|*&cf!vR_GQ>3CnG*LeT8
zvycXna1W@dt->d4K%aSilePcFD&x@W?eM$4sJM6uxLSCu3&FAt!HV(&EPDFvebnHI
z>&bL1(^{9f`S?RmfUDyVx6^<GAh8T)IvbQcxif#tw{F{3<h^{g&BTEI#n9Wgnc)9g
zEg8y$V)z{tuvZB6kK|p~60{GZLE`ccrM!#(rAi^LJj4^>rk8Ap7isZE!QtWlM2ezP
zjEZQ>I&J&q;xukSk|efdsA+GZ0>woT1OB39Jql}r?Dr2JmRr^*UV}=4Aidz{?SHBN
zW-Sa^hm4H)){5vn*<oFDosNNtNeNXtY+Qz1szCK+(d4dzxNB!y+sPiYyu3Ubiu93y
zIHsXC9uBBIQ`y?e`}FBk$`i@C=TnVbfWN<&M*OrI9B}_Z`D#5b2n0cw$?}a$6w=9t
zK|n-=i5h|^av)B_qC5D(1Cy5AEAa5HoSGP9F*G!!3ggsc;1pR(fp(L~GN>5EjKafH
zswryT<4w8G=kYT#qRoOj8TUzlBet;z+0ufkIRo_yGeZZI4jydxV%b}WVWQ}xg;Ida
zVMST~>~LTStQ)V(&CSecDAbBj3oL9R!dRnq*HVm(jCUb!Q^;|`na#ipCv|if0HM6f
z+1IUmmX)Qm0A(rEC=PFp^}lAQTwk%y^r39#7V3#AFE)_TunBwAvx5=!H+mnR^GNtT
z8}O;TXn)*nd2}YXprGfoXE{Zkf2JD8t@Gn}HXGLojdgsuSNGJicI!xe!rr#w7C`F$
zmscY1G4Ll2eEWlfRl;TTeBbvs+U71$f=T6hTX@Ihdyt7kwd$%wu!ZkMDk~qRHP+Re
zkMF~qgkfemm38&6<khQJDT=rO_U-dD$c8+yar^d@Z?1x8VoLJBTs!xtH;hJG!%lPJ
z#ED?%lIY=LmI{(u=C5qpw&QS~KZ(e{TI6FYdk+v&p#BBS<9Ojp5OcsLeA4H>mzuLf
z3%gM9_;Dr(I`AXVLsDA@@VFcM3eK==*zX<iloDnzJ0U*!;X_}}9p}#Tc6WD!^jHV;
zi$g|noJQeDm8Ijd4{mmXcaJRHJD)4uRUv%sxYia;fgLA>f{&=E5E}bLx47wd87D13
zCH6G)!)*<QjRP41yVjj=HSh~mIDt7~gXli>ZCsH`GoN?uQWl`mN^A>F_%r0Zz>S0n
zrzHky(h)Zqzl_ZKhGfH1%$g_KE_7tA+X}CpZ%E>naqRO22;zWsO)+w>+v|{d)Q#))
zlh1j!rSix0nR%6be88=fmFxKvMw*lk=4?F!bJ>}v2MS*tE9qXrU-aI;FleLg=zu;M
zdVINC;3ri(LEFm`-@ZTi+DH>tz3=|Vsn&7pf|qkaHa%)%9Vi&CC44$4WJ(22WR&ZX
z>MdN;!Qd5~?0Rn;nO~kx|FT?jy;)4mix)H$SUsA3+#j(-nUZ$N%AP?<%AE-9m!b&q
znF%2|vwAu~<lqUx<e`K<Tf8v`Kkn14LD{;RDPNX8`ct_w`^}pr)TQPu8VdT#mzGld
z(O;*${(H5co&HEr(so)q9Z5+b-jeLq6I$$vQV~SorUkw4G7_vTh!UNi0{baQ6+-h`
zLeE4!84&s54yRiwS|(^H#88<Lsla>p?wx`mc1JQe1g>3|mQoO#G^Y2|1*dEWHRQ3C
zQy_@S&qtO+ml`{wYp6fo4J2#QDgbh%$YXAVH^TK1{Ngv!D%1gt2NsfJr`1EpmPFk&
zzMvyRFzOq@`qb0|nuP<hD%2mJmE5<GPkODy(Fy_Hy%Zs2yVHPP#1-hW@9`HT7NUV3
ztNLnhDrwXxS+VhZfPl2IWse%9KcGiv^3W^s(4>z6vMeuJr{MeEaXQ`N2F()sHYhFo
zpa77x1A;}wFn<GiM-Nu4Tv-xz5QIn^E4nx!g&V=k#lXN&2+fCd>)@LVtzEIrzP`S&
z8mONzSC~hl&=GL`&p-d5&*nA;TwGoKO3cv5!rzZ3!>XD^mGOp)i~R24L&##D?YDe;
zA8XPHQxFE%5I~LG2!7E7KIpG`uDgh$ikQ%j1zos6La9XV<wi;D-1n+<2+d8z>IJLW
zen5BkxxePluC83o2B2Pu1PtpQF{xo|5Q8>R$ARfPf)4Y<^~YGLNl17Wcr5R#n&-L0
z6=F2+&L`~u6wtVr*GE_&{+L$X_nbp9CnCuE(8$(<x8rSbae|&0A0Gv@pJ2P^m|zga
zE!*|BPBX>Q0Sl`^s-5wq;g_W4+SD79Edn(ph>-YVMgU<Q-2zrib-|0!__l!6$~F^V
zadEMWFT4n-CH=+%R<mLxS($$Ef<5HTEuvJ@djvP#U%dDn$qI46P)I*21f{7jfIfk6
z0{W!i19f3;$%Ak%d{2}IxtYTv=Nn9JR#&v}8T*B&6<YX^z!Czwgcfe#d)o*Y>*M0+
zgqC4Mn)F_z8SxYy`H;XOp&DF>Z|Yp^O^n}!+e!K?JVGoZ87k}It%V3$n_j%N<`R5U
z@Z#_^RPb!i7l)y-1b<$-@HlLB9Qe%Q$3v-N_MnRd1qujAvf=x`EnaG>h>vIZE!?Z@
z9qwhtvN$+Vj5<|xad7G0?YGL%aEL*()d`S`3l|<)qZ}6`M%K|MfFUx5Tj5t@+7<*H
zVzJt~h7quW7du-@XS1j%Gtd_ZT~w<ZNuS^zyRJ4MuFgxpKZWi<*N-QfL*Xo3!$=2k
zHv}VGU5PqL*)G1gbB?ZAN{;ie0J<>%?_+*|btWB4t5xM_KptKN0ZlqD3_=BuJpe~e
z3peL}EM*BaGyd%C<VWGm&(EI)3vbayZW()q2pNaBz;A8s?bjfIg1{r)ZA3!9{Ie{m
z$vp?JTSFD^SXW%uPP?!cW=b#UoFu@(;#CYc7gW>q5s(fx;1VMw;iY}J$8IyYQOCZo
z*ASm9L%8Lfx8vb%!ZT_DrAMX{zI|3MF8`<~flZq?BRw6JwFczW0l!8%r(h4-EhAI^
zBW*JtcuH|~5@po$#iN*=y3J*tVZnBaS@%0<0%~IjKC5AVr!{aJ(~LMtM<H5}-V6gy
z{-q@_doXK;nW6An0;Go~Jn~_gPPD1|Lq9-XX9X+&IW!Y+ko1Ac%5p)?+SPw=6Pe>X
z=6H*N2pq6-!v)7e4ZU3<t`YwU@>dEH&4O8OtZRCDdZU!o8fww65>^Tq`CVlPLuK3#
zVSNb&m>WMNLaN@iWcJo2<g6J&^8zNGDBl6-BAS6?@5s@kXrK#e@9FV_lZOD$Elcr6
z7!jf=PjK~KznPaW-|ylg10LNT1XYN3(n6-f=1<)x@cUGUk;C-(MF@^`yR2KhV`8=t
zTML9j_1c#oiKmFdN-9MBCmm}08J<SWcZFM%W*lO!Y47e{MwR_b+ZNW<)wQ|6#08#>
z0Cu=NXgwYEOFn|1Wd?}>&)v=}JveWPqa|=;WP~QRs&HHIN5;qLJ$rU<P4}osxgxo-
zV(wf3Al%KtE8jHKXm`uRbLokhe+&N>ZcQu6nPL$<HT?5K?`LTXjee`ZQrB;00~wiJ
zZYKmjZVptQ!pMljg@otbuH%U<GngWRj#TA_m-4vwN!-(TE!pDS!HhKnJqIB82SkQa
z2p^weXe13m&U1geFJlqf|N2Y=V%$qltn`1yeJ%gbxUbGd6z>!{SOv}A!~qBU4kY%_
zH!_<wdv<7nK|==#&jWG8fHd=}-bc%AFJHbE9?k{z1<2SJpt1w3Ivl+$tgNh_=w~y+
z%Dnr*H2u#eDJcgvp<tLfNE6`Gh;=+X0kyRn5P$i1>{tz1nCK}l>tj;EBf(6>)ZYOD
zeR66FrQ8=0Sv@e}n*?8&jQ26jOeN(0pf#0-wx_19ju7><VR(hEcz*Xq^-E%(^Yd2m
zdOW(t%q0LFz{>R)-%_|P3(S)?tulJgSQDB3V-ZtJYoF77rc9Rr0m%rA7U^gHX}gDX
zb7J$Oi){&{tA-2r5$DM0h|$`@LWtCj<dGoRqO<qt%g04RuG?C7RLMQt)e2(|pid!6
zsUQfp)z1!FmZJ{+?@%%0cCe^yip>?84-mniXS&pM+GguII#+1=y?@`;xHmL1dt6?U
z1y6A=g4?D$U}|1j@LS72xwAU~A_lW*Jr|(i&Vj`TNI+5Gk)V-+NTZ0tdZ<!%kZ<o^
zo|cxDLm}yznTOFHkB&|Ww1+_q<3`#oK4YDC10oJs(|ek8?f@y0lO6}k!9G$8IFib8
z_`Q}O$rkfqGzFxIJXxt_U|@g-UV13-o+lz?I7Per`!9~p2@!@Q_3Kl*Q?nXz1NDG;
zfmjJ9aC3F~2pvETFM*;2!bkf&njzvfKYV0dxza~TfQBNnT$^NAPuR+x=%jl+A;B&0
zQftInF$(CM*RL6~f#k?5U)g0(&8o*4NyE&)-YE+GvEE1?wdc9nFEqX0hE|&86nMp&
zaEPCmhuZd2`%vFfu~jL|9NQ_+oHXC*2pB-|zUV2~c7LPzMA$q8FG6K5%*Mp@N3pJ6
zt=`{F07iyi`>j~_SMfC0Y1&}%p`%3fvRL7as6HW%!X24v7@4W4u8y5_2~>tlTdqal
z|K7hpS0gJNmd!);15|WV`NdmQG{k!vaZwN&8R~8{Ft0(2X2K3@q!aQNBs#P}T6V+{
zbv_uVBVHlV!qbR?y@|IAGYGyKje(?R_5j5E%di_hl66`MQFIdik<ZVMuD%$GS%Qs@
z0o|tiz?Gma@CJ+$Xzk{P{Tb-}?et(la;7Mlcw$CFA$3Gq`K`908?n0bVF`zZl7^8I
zu;k!abV9^wFx$FpEp`Vr6l%BX%))>8HPf0`%rO5p=`hwiBoJhTPJQXd<H30#GJe&+
z<a!{ce+&L+Hih|_9br2!60}LourB70DYAwBpGaZL>7M`0OzPD-MlGZVVz&m^r=dFU
zNLU3J(NTCN=tYTYp>XOzpw+%|2A)O8yZXW9cosHIFjPTi30f&(@~%5!<fS9F{q@p}
z#BlF&Xu*eY+zaT!R#RB#VoNS3IwW^H_HjUHRMFqE0F$ocr;?fp+J&Im@iuM~OzT_5
z^z{s1P-mQ0${(Cwp<&@5pH8IdIxgU-2QN<doCk`)(GJAkYxZN|{ESm(K$yA#7IX<A
z1}@71K}Z)rG5>_+oFJ=C<0!fG>FEe<bgy=xr+Yuxlj>Jz4^RI6TU1q5)z*0psyYx&
z!sUaYntaQ)JD%Tf>W*1K3dHqGC3o!L_b$Yeu^DLI<5i9$D8gz3Nz4|yh9}64mk+2z
z%im|XkL0HN($3dJGeh+|uD^>sWIQe4+z6hg2}~7o>2=iag*7!bwE*JS*A_sWl7SWu
z20<YqH+ke;wrh~7)#bwoG$!I5N`wI7(ZnI`pik~sru0$PPTJ*lWBftWbo|r;COe`*
zh#BOb@0}uNi3Is^$l8rHnxA{QHb^rb?*_**_%Lx^M;Y{kJUKRI-0y{RJ~kU|)l&&G
ztrud`ePN-`_!X)KMV=A$6CHYJq%7+{{o1VsH~LFmQ8FvBO-%Z08DgvS?r>WIHR%Rp
zzEjU?E$0UnbGiL3omaW-hK2J!MxfVdC2P$`NFC))#k)LJfdyb@W)_;mv+y>`rP`G@
zt1Fz-?o*0Ze`(YSpH8m}8T%>jyGJ~qZ!(&=G<Ft~Ruik$&AxDj$Ay7f=Yc(Ah5^_;
zc8idCr_eS(FNW2ja87HY$tDE@U4Ib_g8r{BFOJ=*2kWS$6n)m}k+6?&R6GKA4qy^J
z6Ne{Oc*nEAy^65Hz0i7$^E^QDJVV(<91SSUPd)pHeZdxV0ZS_M&<mMllBf(|X(#5_
zD!CD+=;NW+;Y%Xte~{w@KEv;ZY|RgO6{begGenHVZLnr-6%+Hx%Y$!xHEDlpa^Jh~
zC<lE?vQ2KTRnkPn?L??0Eh%V&kR#`a1n!+;=;`S}i`K5)CxR!<YqN3CfidDdG4_7W
zy<%5W|A?%D<35O@=i+O>y8ti`L-jffE{X6x`Lp9^OifMOU}Oc&>V+;7qIn^X0U;~{
zKZyE0UDJuIJ4t>_OK(E`ZY>!60YeYL7^kAgz3`(g<VVI%zsY!?dx5{u<X)&)*m{f+
zM%U9Xyktq#4Y7X~>#wq{xZ>ktX%%IQiPI!}H+~7dvpJ}-ckzPwHF%{Rix<RxL0Q9u
z$kCK$9vJugRD!|P;e+VV!+$W|75=ilaN&aQty|X@jrk<dBQ-3`v~Cr1nnjk{uc%0i
z_`Z0S%UvjuFsGK+s*(eD%KGrlqgZc<XZ%q4P#qjVOHtf!Q#GV0!VrMB_^5vgMrC}u
z5c1|{qExPzVgR{<0IqoC2m_o>XwF2t$mclqEyTZqz=fj&pnNR@*tm(_b&|5;?!=I7
zWU7VOk`vFK$m85b^JuTzdZY_ztt^k-#&w|~hUHw6*3!^G7ynXhD5e8GOcFVIhYr!>
zpa7g(;DeJhexT`_a1xb|<^9nE-HzJp;qJ>(MPsEnWCjV(&(E*y(<dccTS-KrAkcSc
z?!ZAFKftP{|CJ&e^Ap18FGEDD`RUeqV&)M5xrRmuojez5!mJZA1b_q<XlV!e1VIT2
zHc*l!cnk_H@z2Udk%AQ&NVgu^z8g+B+1kEEBN9$ac?G8{sxrlxW^`&0D-{ZxUVW3S
z|E0uPjWSXol@-%qQ8$nqg<$nH)ocX}f7{I~H;`jJV9`Otxd`GuS*sn8O`{VngGoEx
zVE!~b4jnjm!^}RLRJgG2QJ!!u_f||yOdJL^LK(qmNXV>?A3ykld-LzZPX--)8TI`6
zbB%dF5;b&pV_~fxW&G9A;q`Z<oA6YmQ;VF3(}qys+!?G*Oz{AS9gr-f4(bc{qju!j
zb!h{M#_;<+c+>Yk@!Yr1xsXn6`-+bE2Mf=(lS$k3ci-`JoJJEsPSya;@=iE8_xi3D
z=Ou)PN2Uot@6Z!?x}DJ$I)n%iZgKC>EP6K%YH6(n9Y(LJT4ftj@jq5Zl5k_ll+zM7
znysB34TUzj&Ie$a*OSAT`uePFvSIgLvu>Rwucge=Q$oR@VLR&!cJBT^R7T&zn&esv
z{%+>GN0Xox$E*4{ai#vVL!npIHJH2R5;MC7IX17*(oWJV!u$6mqBhhAddj}%3mvjO
z!9F&>KJ$<EHLfO16qcq+x~@Fl%zL~wwsq@nZh7n+^|o^bBO_IK{ud2}x{&(ZLvu<!
zDK|CDHY~N|!T;oG!I3!Xd(xA+j~)#xi2ItJP`OKWEuXY>U9;vBnRgSp{a+p(<=FEN
zd@B~eoq5+r&uOonkSI4vs&c6aHmQ#-De6VTD(QJa<%=W(e>vOg)n0g4Q3&>wCkdUT
zMGytsb{tZ3dW9DDFrgs{bBIQbOs$MlT>pD*vkGUsI2c4$Mg(KOzwc{gn;g@=5@8+r
z2|dXI($a)Dx?A2jo^c%|=l$>%udS2cmGZ`z6#Fn-9q0Vk@}TzpumOY7c%Mg=-qB5k
zx7g+E%r23s9eo;R5p}w#7YT-}zgHkAHz>GoP-Jj+aruE34i;jC?iaLKk0p#Q9}ys?
z8#qAco<{Rs$dK*O{J&;h-bl=pnuqNE8sf}>YBQ-NOGB9Vn2B>qX=U^kzU`#jv~1Zj
zbbkF(2`TS9*VrztEx2}FxcRiHdsov$ncU>#Oci2>kz#$ZFsswf^W)z<mFdo3y27hq
zz@1fcCm~%$O)&I#T1!}<G$O{{y?aR+;>~)#HD8`&HZ(;+!g|$gs}d$vguD>1S^W_w
zZg3H80S%amUuNX~u&8MFK*!n-10q4C=staYzM7V@L3=#hqa3+aLSR3r*X6XmMx8iD
z3<MQ9iv}Hp_o{7CFLfGN5UZo<9Vzb9RIkm8p3k&k!hQn@KmrtnHJ?>I`Z#Gl64D<)
z|J^&J(uA}R%EBlRAmQDqR6t)Og5NSQQ`A1_n;>(cQF%jDiXsPNnSqyOq!?DNtPkbc
zu;Dglc!Rvl8dzcC?e~!Mb_R@MM%3x=FQG21{|2wJS}d(+Vd1_}tZ<p|#5EPVQU~Ud
zbC*yL6+HHOv*MhX4gZa2r_lPm-#X&|hiM<9KS=sjP$AGz5)u;8uK$qqImQHj^~}ka
zMmRP>SiPY*5zZ8HEEDN}1Smk+BP8?|Ely9>;z)xxT%1}lddO~s&w-WF7{!dt2<jSt
z{AK^slc+fJPdr{m@W~6{MoaV5f%@NR|CKsLyAt9fj&V^mHQfZRdkDoB65L9XS>TO?
z8RQj;D8@ngg?L8?sXS3Py;4W_8HoRl*b{;B;~a$iv1-ld784VLrScs>i`DCpBDCC+
zRgQ)fQn_Z})FZraQW=*9@|JE4lv69M@+NuN7Syt?aQL3H>2N|O>c7coHUmk`hK}M+
zhh<Bb5{j@ck&`^x#r9C))I)M-7eJ~*fO%3`(;_h%q`O@&Nc!K?<<fvfEEfq`rE~9X
z4%T}vLXJ-X?YDYm7a>O~1CzE!<RU#A^xh~dYU<YFheSYI*BxHOk*1e9l4A4!{Z@Yf
zma*lFXh&DXM>t;mUxX7Sp?At{k&{(g8`yqJ<X=csw*tB0!@sDe1?%|OBI~O(hFj<g
z{0n`YIFib~EI!1kJlx`e_u@EuMSX-**DQ`hBUwT(NN|xEk8;5+KHXXTP$F$Hd+6$a
z$HeR-EV=IArxU`hSN{7D4tR*9f1gy-Br7WC-2#8Cq~(w4VEp%DX*|%1e=iur1^>FQ
zgH$jzP5)l76BV1qip2{W0omf2|GmHt&rl29cw4Y?-?vN_(rK0B*v|-yFXV6ZE3ENa
z#!`ZPSuPq0ItIiC<PB&kY*3`%<6Hq7lvlRp5jbD~W@Na;aGoHD#C=%nb5p;?)%VIT
zKu@4jNx=k0Edm)JW3*i9=GMz~W&>x0{tPA(*GZQdq(bMeP;)--&kM~@*k?qAA|VX@
z3f`d4HVF#yZ`!mJ0^_c%ivN=>S?!x@I98}{Jh+MD@8horL!Sq|Fbq2~|CTMwh!q$P
zJ709Uaf34hvqrc!*oz{2@0XXA6#|*!ECWL065}wo*jpH^tCI~Ca7x80w1L!qGXSp#
z8X8AFdc%zgP$+;d0<Z(bm<$6eVW@$7a$J^^QN-TDJg>n#kAbK>lVP=AN9SQnF8JS#
z(9@_C_gR;SEB{w^V>A+8tIWmGFMQyrVQqK$M)tTsIlL#*W|~Fu0_Z2Bq0lL68H4lG
zR9y$_;JFz4h=bw&Ph|A*QKp3vXKdFyrSerHMaFGPih2U`VABPNQHpqK9NM&roNDsl
zeFKL{RD6J$jxVolW{(y2n4jH6j(Vg>SDB*=&=OS$7YMo*=*y?3rg}wIP_R{&RaDSX
zDAt3|3;>Gas1edbQq&3Jn4DMS_9!xvW#9L51kuEy?9ebTFSY3grtmF0zVumleH|>j
zO48zgq<`CtyqE36`6kx+%gam)<28Fr?`=sq&=7m7>!r5Jf298d`ag9;ang+3+++tK
zX^1F|{6abmDI&4Ujn%3T4G%+XUdQ}k9&k?rHgce2BAig3q@Mt`0MDu8I{&lo-?+of
z3<@Jla^84Y%P0_IAx>57ReeZiv5Xcz6k|{uq;NyaKz71ewVjtsEI{Ux5#SsPU!3oE
z{y^{x5`58N`I=DX<V3x)vLk7IHW9MILHF+y1Mkr9<Uca4dqV@&;*>z4;$8EFr1f8<
zYaPkh_P=QLJ2LV_F&TfnsdH6x6Q6>WXcKi#0oPz22wl4|fkg|6=RL{+oYUzC?zo?G
z6LUqU2iW^V4Np1wvaHIsxi&s|m1?$Zt(Z99|6t_ZRlYJgTj*8RSGjLnMs_shAMPre
z$i0}FwnXaLwXMNcu4mqNxOFa2tu*k#@&@uIuhi=(2~9sOZIT2Af3_lCHkqhCpuJZj
z#1Q|*H(?{)|5$ieU{TOFJnK1l@;|&O<%wPK|21|c;8dq=|Bp&pvSn!{Gi`@tX&Z!*
znnJd$WvRg^5-D1&lQJq=rV%PFBzu-PWI1Rr(IS*HmQsW;C42aO_tE>l*IeKGe&5@5
z%{Ap5$MHY^=Xvh?x7~kit>SXIA4aWklhx`a@=u?`a0c~9Z4%Y@M}`~!Hg}7etF33&
zA><NdANcfhK~a%2+TQj4-Kb~(!NphXxQ-I5)3{FihC9^@9>4$257z%nyFkR8lre7n
z(L<VN@~~eXw{^|Jb&(+_0A7d=N$?sg3e(Z@17=|K8tm?lR{a;M-ITGj^U*(TTe74q
zYkS$~sIEidwM$hv&_D@3c81Oh490yRH`Bz#P6@4zy8r)E?|&F=*q{ewfS3z1jkz@<
zBbNRF#t^d53$2f+YZ8wViqW(heg8R#RB+&aa#V1hL_quS3B>_9;{_QwM+thL65R`@
zh*nQ=LLhqX2pC2Qlt6>756Annf<4aHl9CX;CJ0D{;vo8JTL5gp=Z2^fNa{CI@F_M_
zLE8C%i^2v;d_H7p9&OWr?8TZNDjbVV%{jv4+^nhS>vnLfQB3tc?>#wLEBDzEr7J=E
zcl@}**{Zw)wN?GNJRs~3C8mh+(<~QauA5#yNi6>J_;qC3CaI9Ft}bzaYHH6vG?xSO
zSRM3rH37aT1j&s7gQk8!fVSho_tLq$8|wF&p2pfc{O(<h-w*M_xa8e#R^=>gwK%0}
zROG>!K#j(V7KV@jlxAv)12KpX9~KPMIG#k+P!OM!-pvz*rq15J9S7Q&&ray72Zu@8
zZC%`Ud^xW)NZ!JeI`obAOo;#J(O*PtCP-v+(Ytq<t!zd|r?6UDsBhoN)%t97^ywWF
zuj>!__UZW@jpIH(F9$4-9{pr2{d!*GUe^g`KKZ_jx?hUPBvt#@>W)xM;*X1dvGTK(
z6SaUutlXWbu5ZOn>SPfc_5^Pqo_r49F@2(th~IM8+jaIUB?XByh(7%2b3Q!$OLo3q
z=L3`wE+A9OUZ#}YJ27sud2xtq#p(?#2?;fOJ1zQYF8sW^w(zPDqvBv;YPwO)v;>zk
z=dT>SPO5_}*RrC9jibbedzS-b-@FXFKYmmkT@&}ke-m1UhcjVH9#n%^uAPt%hwl=&
z6Xi>9J@x7@mBvLND_&0zQ|hFe&l1KDT#@f3@ANK^EUU9A!Gq67<!+=4pl~r4edN-i
zQo}duop`W#-;xJ6v5H&dZglWu#!`@+vv=_Y1nf&vn$gid=K*jk)@^UA(mf&D6cwe8
z9peiVF&`L<KAXTvVkt+srQ$^XygJ-_lztr-ef62oit=xH09@>wdB<v$)TXp~D~l`>
zP7mgN)cA)u9w99$eHK^ogT*E;v!d{QZ!6ubUZGTJmbCwRI)&Ax{dR00l1qR1&cY%j
zW%I8mWXI#Kn<WdHy|?9|g*A7)U0)wqq7Z9oD5Sb8W;Z$&qv)5_n=PJfUWRX1^eC&~
zUn(0a9UEbosIz&&kumMc+?~}gdFZ@(pQ^px!YNAXv0wI$YFN2W<8yIKBUzDRe1~&E
zj<$%ki~6@K9Zure9A)}S<@s1YUYo>{zZ3Ny)#%x2!pM|abVlydvVW?D;F^@Xp)3#@
zHH~0>bctc0iP1wm2VPd(SGyHZMeB_%ai<?ank_K=#<2H5yTwVjbuMa_EJQzxC~sJQ
zrz!Y1%PhB<SWL&?JpPL48W%WViGU#34e?BL@)mf%;deaLzJMrO=#kX+OLrPjf{Ji+
zOM;feRWsAJ)z$_wiVG&A`}|NXXq0(Bp$+8E0i6(MMRAE5XAzs$dwhpCH6zU6E`qe0
z-@ZMJ8dVW#I1EWo>19#Wt)cdcQevO1Siu)%*pT65a&q{Wlq}Vf&1Sr%C#|yHpf!G`
zcQ+?n;(W47T2il#I5_=^X9~Ba?x#KbVxSpc_)hOdvcv;U$^va?SAJ}H40$Mau9ap`
z1UsYmV?q!%i*&1}%6%HK>ZRV!?>6)`$t)EayS?-*Ux~lKck7eK)h#9L!hNP(JbPH6
z3j1?tjvKiilymi7ayxpw{3Im8FRJqW?#X@Puqh2$7;6D~-$oNAGU4+23Mi9O5`g=`
zuy5mF^K{?xQtu{RvzkPsj`re!@Z_N8ki8J_{;0?&Ghke9EfOlW@6?E>&))ebPP7cH
zl4?l|S@Fl2Gkg$)e%1$UDykv{ryhVP0Lt5-lJd1%Q@yxNcK6h)L2V`%u5-ptC0!3!
zo-KIsI{_7^DTo>VGw(`a>$_{5&(Y~;uUQ`bar5=t)AW0ck54jlN+|2`T6hod8G>Dg
z!492J0iL--*}wE37#HM-0?Z$ViFSu(?DIDB(pYACEQD!(qb2xh=>75FH$jiRbc6PN
zwE8LUT77f#6$1;&XSZ%jy83O*Q50+1dE}{5w*AJ0_2MgEB&1}pmhjD)TjLopoGaP#
z;KD6^%cMDTqXq|^x4rm&!LDn;OD{-W*9<T4zh7FqacpSJIwx4yAhU2}?3c<CR}I@5
zGvIMd8S3N@>S%PCF;U~c+q3{_ot@@xw_^NH^{`VqhA2w|2IgiJy!EMW@oRaJa5T?W
zBUNeR#+23@{53LBLi-mkHwgXHUT&6;2~*J075VaOz!e=Qj&W3c`;w0>r-m-&TkZ1i
zw0hm+RodMcX>`<gU^F8+Ik}2$RVSCOtOunSG@Ms?6)pt1u&KblpHbB*C2<vY>Xeu@
zTKxC!`Dh0`n0eXeZQQNzZ|Mg8S*2m!7dsqLQ|f72yX3`gX={b){H~hmjG551?<LEE
z;E@)c<-!rNh%4}ywaqt~=G0{A;`Wo?R1o3E3~saY{aA?_`m9f*8J?HNK76rl2n^Qn
zi!Yz0YFl#}W?$w?*2QbVP>3+9vwlZ40Fn5WRSr;3sAP_WI=H6}|JH$y$!#Q6M^E@@
zVS>=w0lSUghv@(M^yctivl<SWq!ed%Ju<w<zr?S@e^JFgm-*&{dO5phetcC^xaoAo
zuWpyjOWQ6V4C^_#HQ|TGn_U?(sbX1`g9EGPpV5mqD@zP+2nxR0IvQERUu%Xa5(YB;
z*XyI7KdDyU+JkyN$F*bJsJrOE2HJAMSn<Q(FPyS^|MXX-@(ViaT1JL?&3%TKKgdMA
zCG$QYxca_wP_V|5DQUAhUL*=L3aeJt?P!|;6n8Qcr*@+wE=JC`?#GE^dHO;_OQ%td
z=8NGc*6x0A@~ig(#hjJvIi(Gs`oma1#5Oe<N0g_Afs~-0m_dY8XyaEnjOO9(q0<F_
zY>5?_`}phaNYU9ZgKy>xUWYJ9F~@QsFj#5hrga@1HR8{ox88`Yd9%iPA*EJ<OK*u>
z)ksWcp4)XG#FSaW#~>+f5>WfS*44|$hK}<3){bN9O-)Byr)a7Fa4B2;S0J?f0MN(@
zOc3~$;PEkNHsxT~`3r<K^>n>$Pgm_<!8^E62H3_v#O9c_r)50?2j&t<0(J``&A*W4
z*bLDk#eCdKn=mKm9f{^YZw4$MJ!_?dD1HN+&d%SU8l1`#P=SHL3LK0}PY)uq9Ey^g
zyPQ%iiOGO9+Io%V%64ZicOko|>t`-kg<aC6zMt#CX>#ZEY>}FxBy5S;K?Vlu72jqJ
z7-wF&Ql=TE$XctIuBKAE7r754thRS>KuAzW0Ae=CZoLjtBIu#<Zx@}v+pAl5`_G>Q
zl?Ab98xm`MZ6u$<(~a=Sqx##s-ODN~BL%n4h7WtwuKheaHon`nik;8au$omXEycS=
z;ZMFnOX103a_JjRK}AObF`%$9MJ&q)e|Lbt>d*Tv&W30SFxKKc?+x#76Mzb8lW%ny
z9t@S<`F|Xrv#b<Qg-RZ~_Gd8Bzqb7d!YGF$?-=d?q?b)0`R_v0OA!FT&lOcF+1%Ln
z;@U>~BGx3y7bsT~Y`d+e_PPtc5WrEA1Z02|SB`iNL12)81T1Y={zu{9x&LGYd4Eo6
z@!~QFG9+fqm;~!N9dTtLe1rX5ue2{0H)d#h>H>`yIyD)_XVop2JiUTo3<dgg2Pr}!
zxVHfN34nA&e?a^Kgw|C)6}^E@!B+WQL!5kt!yBfmA<3Oj4{5f?(Axs?hv7_n5<{UR
zz))PeSr$K_{rHZTS4|n)q2qwulWcaQ<$*!oWFl%hJ3Bibvl0-=jPRD#$UQ6XibHHD
z_$XUO9AX?vdIGYZ>H`-qSdhrRoKyL%cva8%s^GD&J{3zHi}5T(>1YpsNO%jnX9nJ_
zG-F_9cDlf?>wLKn>V^_zu}CtM(Q^+h#X9^S@zKak2^xGO82bK({Vhd)0Rbd_BbwwB
zvcY))<KQ=O+ulXgyvNrqug-Vmj;3XDkTXtVpEWY@hrixt$1ZV&+`fkGi;DRk-1(H%
zjFit%zhU@V3_#yI+Hrb1^E=pUng-5=mLI1Gq)E)1w{I1LhTh9|eZlW^3@wom^K<Ky
z*k97;TNy~DLqT)aF!~nq(EGO)B8so;3&rTVzg+D3s&Jg4xNyqhX2QXdoxmeq#o)v}
z1`>g+&(d8c`4)usjPcQ);CmptRA@8=ED;}sO6@VF!I*xfvyblLbIq+578YIy+<p>6
zDTyUMKnW<Nk3R&6#mm^}n3%;3;^3V^b#vhiMT|RKI8t~{eLLJaGt^^^A?HSn(5H^#
zNh{MdJu`<6_n~pL-nn&`e?_)elMcNofpYCM!axSkXT-s3R>wXV2pqL(V7HAl`l#BT
z={LTEJNrv(Vp5VYa~rl|7=9~6@)8~=n`9kA)Z8QnnDdQQ*j6ZmMws~-$f0I01-vo{
zGZI5+<P{t1UOpWV94uY2)R^lT6(c^Q_yCcLiw?8)0xD68t)I-0z@+2JR$l%yKI)?g
zmW)lZNXacV;UKP2vv&;i-!w*l;n`!j#oImi;#cDjK@w2f<IRa9me;$|Mkb%|bPC?#
zSPj~@-5BqGc&3Lxr)Q~PPj=3p|EIb;<qlSy%gF8C4+>6Xp0?bCk^fJuDBKG1Hr6*e
zBNgTi6#dn&8L-x~v!{m!moVe(#IV*q_V#nGSu~sy{H82b<(MKM;C54!lh=jwhmhSA
zI<RZYVs_vtMf@;&etvAfSxp1%ax-q-ByQuEk53%<)HC7bVM3y#Wf4=p(>oTzQb35`
zA#wD(^%2Px9p=(qn0iq<KBh&RFEkSSI%`Rxd?+DJcE*fmfTqmLE)Q%-QxS)^xl1Sh
z>Op(Q9~dmu<rDm;eL|ao)n0%W6eh5^G!lWHX$|a}r8X0q#{_^aQ3qL;0@%;)021+T
zxi5;(GXX+W5^~^t5LJ1~&eS!ztRu?os7;Uk$8QjQZ=hsI&GvNx63mzo#92LeMJT%O
zxdjz@z*b9kLV|S%G;sv}v)AeZa8f@$+r!_v%kjBR!jeTi5fBsuBae0YQq?w%P&&b=
z>WY`_Zy=@F9<F1N-=;;&ZE{Va3Mt3*2b@q)#O9=k+3kIu?JNil^Hq(?hK9L734aO*
zD6ZOv>--7s1ZTuDG9hSx+>?3(y+$MQ0__5tF32yNoVy1v&X{%EO|E?Jh*$HqSd?0b
z9b-GvH;KPNzyWrf!)U`ORP5oSN9DK)_Mp+~`h4C`Fe1Ms+b?s+<t6?H6$WApZ5jsl
zS@lnIc0D*ptrTj8?;zfWz?!%lh+lrCl0`spI{AyR#fGB2uul@<a)QWKmu#MJ8X6_+
zEpIU^;(1leNMm7CT|a|u=!jc-czPK`Ccg8Knu?-;A0c3nOxy?2PB}RgO5B>FAW?G+
zJ51*$VQ9<oGODhRXV9?}qZ6okDd6))h_fzS4YPCrXnq%$nC_ZguXB!exvgcn^VY>v
z+t;fr7YGpg82wy?^`W)ZdXcYU^_dOdlaY#HKsnVl{<WpwLc-b8E4@Lf-tF;p{YQb<
zyR8P+I79{BwzZr0lQOsXV6Vd2N8X48{|dQIeLJ?7RXA{P6HUQn0J1t^R6<n%rzgW^
zou`uoHd~p{s7R0J@smS7`^QkJY1CICAf|m~bR76EpI(yeWk8Q|%5LcmD^4k~79pU%
zU&bKMs9Fa?$rra?CMaY1VbTXuFB$3l40wd97AQz}N#UcculVu695s17LOO}EQlz7K
zdbL9vatsRYJ2)r7yw~)L*vK>u)TXHa>&;XbZ-nbQ($8cM>_dzmD$KZ=6UIO7-OKu`
zC)1c_mrR|?{N**$_|&$@W1fxW4IE!niky?`rEz3Ku*l@qVJWqJ{AmB)Y3rkXu<bxi
z%;;r?3gGnlU-0O5eA2^~>@KC-1Az@cXXWfcq70Vb<Owo#4EOFSw27#PFz6`tM%qsc
zPhY$!qBr+CX-=zAJ@U!z9stqm;V*NXLJE?W3;<x9SuCPAu}5X)=Rd$XhrNu8%CrTC
zDKqA2Bw7g&(dCbG=Q^G!edAR><ad!Hfq~NLbh(r2iauKD?|cqgU6zb}NWx3V|8X3Z
zEZd2XRKufIxp=gnixjM%FjJ=gX1zE*Q6sB*j$%Mlo!Z`0X2z|E3RuafhY;0pr=X#A
zS~!n7;~_jn0{#zsug~<@@cz-mhvInWvanIQ6{3of5BzdwVgiC=(2#4~5H@K^s9iDr
z1C&s1wUMDAvDG;A(SeioYBR;^L0hqo5eGpUkIXPFF9a3T2QFE(C`snh(#V+_>ltyX
z#|xhz!%7h&F2FDS3{6RWJDr{gBb*rN;CKtFpXaDy`6!BOt6L+=ugT0+v&9DH=4TvV
zBe!xYqo}QI?>2^m_=xdBDI}hQmMzvajU6*L=U&zgb__sxH;IN0_2S@I2oDL4X;c6u
zL%3M#Q0nmMVKWOyz(9(H>mVn8x|JubIWU3K<{ybscRkK1U{(SRjNnbEK!zHlpucvl
zC@1Bi`i{fdNl8gi)?TK-8Q{W_5VP=yFbbILaaFeXi1^Q_WpEH8*ALz(8R&OpsRCmR
zAf&zvhFNrXFU%D2&>o;%t4WQL(+Mbm{`CS9;Spkwcymu(&kK}E8BSKgk*8el){*Tt
ze#2NKzK{P|t9|Ki*a~6PaZv2j7|L*if3LE+ABVBOXLC0yD4e}g5Qk!P4A>(?>dA|o
zE5aBf$TcGw1z`CL(bcS@fH(t135F0O<FR_%qEvPu)Ij~eMZ!%11<WFdDdRn58PXcW
zqc>^pf7O4Ej9vBpLdd40{Pw}8&%`d_CiAM<`Rx+!^n|dGYDskOn_xvb4vBC$)I)2b
z@3~OqZh4Z@6^$>f+yvpx=E1?ia0+Jw4FNyJA{sw{^2BcU5E!WANcW?32MU0Lp6Xuj
zQ{81_Fn#z`KuZ{og2WNLoiN5J(UVX)C+w{~>%JR3WWCsf&tuSFwnuH+v`HEU%K}Pn
zgDO5ATLZvy^LK4+(M6ST6P$n(jqWsxE<{DW4rdh7*^F<!#};uHo1_6KPF~6#zMozP
z+VHeTM%!+t*7t*Nm0ecy<@XQV{7l$)3F(Kgf|u%uFl9IdR!)sFwCY~@y1#XRtZJzZ
zqobpu=h{X%W2q)woO*Vc$+!Kh{*S!IQZaR^RwnF5_>=nYC&}?1`}=UY|Mp8cGqJv?
za|Ba~RQ4^M+^q;)h1eXb9IH+)UZ(f=sq>HAQUcU#DT_)v6ca;eWE?VC^fJ7VW+M&{
zP#7kfkv2HG!Xxkk(B65xR(Rzb$j)qYcSryW*s=)NIH1u_F#I$lALRhN933va=Tfum
zB88avqX5Ao<aIeF`LpHa#h@|6eH|(bZJXUPLXLA5Q<N>zcx`Rvuok|wK7|$%dSygW
zBQ$k)V(meM>(ab10va$ar|~Q5P2{&+0Z&7*r|33lssn}zO{3xlD-98wqKqD#H^hrz
zH=u!6WYxs`Gq<(f;mswI1d?}>B!YUkd=sSrpq8guP<{*vr8s~=suU=8ud0{~9mvn|
zMhpn@vfxY$HO%M*--AwR7NH^g_Ye3)W4gf%(!R*c%WL<)a;Eo1iZbvk*w`riD{g<|
zj}Y^qIV7GOSD*!V$nwG}m_wK{^uBf}!;(lRb9U<%LU$eI>g7e**7E`8Vxol%iSywM
zYk`Ogrk3SL#A#R`{4i$izL2ftGo<>BF8UMlKs3L<K~FCQ0*MJhnmU0VD1b0xNDGV<
z*$=L6zZ1rUpgg3Rey?Eb#9}>y+PS2!A1)Op3n}S_b+IsC%3h*ezZ2Ctu0{~F$UsAh
zoOmFd*k|rwj2*ln*L<E%pZPn1sw5R=+55r4R}W(uR>EDR(F!xD-|k}P$-Qd0xenVO
zpX$7eh))z_U{_K`R&JUl#JZ{SL@Yd16h)j4c@dC+MLs>q8c5>+5G?g`Aqqf#M)TK)
z;t*~FB<$Ga1r0joWQk$JQ`H>DJus!t!^=wy-9lWUxWpMAv7&gQkIY**%ZYTpc~fJh
zXZ<99{}EQ^qGij(7^I$Ccl+R;35|;zv-*7A410uI)<psV|KP@k{lbMhKE2>J7Dx|i
zTh81YMvNKpj0nZ_1F=8gp78)R48tlGF=Z_scg~I<djI^07Nn5wnQ;6mgSY_BeGNXj
z?^IN#V_GGR!ow1TLD3swHmuAv+^EdUx#lrzk>thJ>Id`@lQ<neuZVX=-tN%MKunGz
z6r`W<lbx|j3l8=!#PEdai57N=eVA`2z<@_MRiC{3D3&Q71N(xs<4IsyeLOvl-9-w-
zA?XN==U9k|akYrMr>gJ(DB`qS4wSPDLk<1ex;*vi@;V|6ZEbdJQv-v%Q>4yOehi)A
zZ#IqxCzG=ntR|K^U$Xy4bf{tIjmW?O9M0xY9EivrFOwz6GYny6jYVZ7A~*yX?N4{5
zd^w)@kZ1F@12r7qVUU>WC0c9;@rw5qR}}!fobE3yc@!rU4bRGR#1_vRp@~JzfogM0
z@~u5I$OE@IO&%lm#J7-MRttkfRrizD*_{iiD@7NPnGKCX#?3AjxLc^N&))S~-8fb~
zv5IX3$2u=`XV-mbcE}_BO>dLODZxU`b*~YE7#epiMp0$<c}hy0Imr9yE1}6SfKvAj
z^nMW$5wjwVtY*RwS%&_Job*V7sOeziCNBQQk%ha5{|hDix7ZjDLHj#g_FsJI*|<RL
YW$j;?du)3QnPoPvGcmZKzwPk<06e}g>Hq)$

literal 0
HcmV?d00001

diff --git a/_images/104d1a24318b75be00d63ee275f29ffb7bd2a0e013cefe3106b4a620c8f54edb.png b/_images/104d1a24318b75be00d63ee275f29ffb7bd2a0e013cefe3106b4a620c8f54edb.png
new file mode 100644
index 0000000000000000000000000000000000000000..97339c639d4d30f177bf474ce3665420371d4432
GIT binary patch
literal 25549
zcmeFZXIPYJwl$2}YMaM^iUGP63?QH&B1kZy7D%SZNfD78iyUliWmFI;1SE^(43Z?P
zC<q8hD3A;yARrk;^0#ig=bV{yX3jhBpYQ#1u8Y=2sH*3=pZnf>?X}k4_vB<QZdki(
zEfW*d2Fj)L3QSDPmGPg<&#Uk+v|lLw_)Ew}Le)mm{JM?Z6)Sxv=_@uCCgwIKhF5>F
z)wi-XG&ket5#r%H^2-ey8w+b;US8Ax_yrzwD+AtNWmYudP1aakQnO}a+H{5dw=7mX
z#*m3gPndH4jFNruP@97$mG)_AY+9fBFXxLxB<kKMD6*I+Dq0^t#${Pqdnl$LBV$)h
zunAw%0SyzK;EayXFCwo;1>Cq0tuI7>YiCv3wpL)}vdvu+bGLKsUZfrRex`HQQH)ij
zGqk$Tx~k8aXS#J-w6E2APsz^xxRzjnl=xx%eKY14)n!afs%KM|Gcl$9uDg<nNq5aF
zti{VMx0vx`j-R;jTT;&Pxhq0D>*ExKX#+}ByA^oF=bj!89UUE^JrDWK&ZP>kYieo|
zw)yht`Sa)Txp>XfE#GHnIZvKcy>jKs__uFjrY@^hv{Rn=9F*nc=9VrjER0u437ub9
zsPMh9jOp~0zK6W4YvDsS@npTyhh-fdI-56dj@h8{Q^MNjZ1XUg;FICKl|f<hw{U#|
ziZU_}zkO|r`0znaz~p1<``qAs?PVo9^$iRXWI}|0=VW3M(L8<n=Gn7n9|r`))eU*=
zQ>C8P)(#z?m|*_PU*s5CxZ%Fj78a@F<KvJ0{Z+1u-lDGDwr$&`ElvqcOebYec1(n@
zJU#wXLi)?H0W1|;)ud?HKU*24!0VNPWnC6G8WPo%d#8K+b;`ReVx6Xk`!Y-^_z{PD
zarp1Q|8A9OeR2=0gIW9MGM^rclgAy#KgSQR6?tT>@yX)kWS2XepL&W)inemLP~TaJ
zYz~3nCLCHaja8_2J;D1_U+uRy(v90_;;ztXayj^<w^O?EiZyH22=KfK<!a?hT~$`?
z-;n6Nk@fK|LBCvE->MicF-_Yh{n?qmFy@^*?PXd%O|sf|F59sC#AQ4QY8!L#y<NG-
z)~sJ&-;ks+HJmpx5b87>H!$3JTscWSDnDODz_d9dKF>-ftu+3wYQ`m_hRXvr=XQzZ
zkJ_bQzf)Je<G0^_GiuAt+_!&!wV_6^wyNqA^=vcg)c7?<qb1kgKRHH^ELs>cFR!Xf
z{?y)Sqn>di93NEC*qBY;baSH7O^FAQXKqKj%(cdhbm*KcSY@)QZJQ|DK~Yhy=?=G|
zef#!(?(2*B>tBBs{oZ+7*m3eknk~m(x>Z$0nZu<IGu<LtIt^WkzFaB;uU4}uxo_ON
zZTt2EZf<UO+}(}8d<dUioEzazap`}!N9fs_tp{SIgHEhnzg`IsdvP*Gyg#Qe6uU<z
zZs^-cN6JMu7p0-*Ohx?g)~#Fh@l-AjcJ>=>xim9c(cJJU(QhC1a=$*WsE?K3KQl8E
zccu95Ku1xLa<ZnHNqbwKor)K$C_AOBtjtWWB~guErJycEZwkvkI6Ii4a(mSVavKMv
z18?A}np3ZwyEm0*H^PG*!CN%1AU;2O`%`zfR&^zZzvi?4x)^_ZjeD)FnhOgfZjE7!
zlLuF>UR_aLE$g{UKp{pZWb&h)SN}Wj{ZS9Q9m4OLU;gyzQ+<+#;9e1XIo`tWS94mH
z<~o)dxU*ZIy?b|QW^OJ)yTCE`TeESdNz?PIG`*`=KU<v4u<X8&-CwluEhs-fAK#Pr
zWHz>|6li?cW%1<!Z{Z=kCCTwNyAH#5kA5|(jl4HMKVSd!%!(;IB?^V2pEdXC0q=49
zQC+Nb1rF%cV517Tv^QI2zl?SjCp$VgIL!8mFU4t?<wzuHWGi2~^w;Ifmv7s<H>oD#
z;^52QR+vq+Wg7eM+30?~I+UA|yYQ{0Eo+@b_A>ntJ>QU!B!f_g3&)NfTf1?ivaasa
z<_yD#QZ_fuqNPQrwArej6UGgfOLi9EMYDBbi;+*C{=$e;yy!AJStHottoTXQq$Nw*
zuGP{#P|%zQ+kug+r6DgbKhT&G*6uV?z*m}fc6~Yb!GopqxWr>ZLPEZUiHb2EYc>g9
z;G8M#I(lH=vs7)`R%T{>_JHYjr)tyLt+FCl*aJ=tzbO9Q-96~;hTVbRzuRx!vBO}X
zK2DE40FfpD!7MjZqrfrK`&uq-us1Nve(b7si)l6s<pMotD66H_wYIKK%5<>)nZ&y8
zzCHtC+pjmwUUaS6%Eo5Slk<7Y{<81izdzX|KA)-@L_Rb#f865RgqQ8tk6pV`W~T;&
zep|6RaJSiuS3j*@y_<62z=4uILROKgdD#7d2!8v^j^Ft3vemxZ^ZID#t7yd-nGzf`
z)g{MoUk&k$FX!0~UDnhLW)ZPZy?5`P<<wx5zqVC^xM}lo>!HlXU6g3-XfwT2X00bx
zMEk5~@gTPic6WP;o3XRF7he&!8#Xa3oVi{Xes1;tGJ7Ydpa6b@?Z$Q3cl*mc*u>kv
z&&&j1+k9NV`^0;j!G=ow%5KVaL;y2WL|W<UP*G3zty{KSo&7ds{Ns%hRCpUdMn^_I
zUi@sIyDR^grI?#>L*lUx*SVxYAu;3*4bi@drBc&}$4c@iYo$smDk?7V?G?5;io?XG
zm1}d%)z$R^-C?}!VB3KB?3W1q|F<TCwrID}SF4j7rAi;}Z7YACp6*#xRJ7*jpN}3y
z)`*~S8EcGxYcbE8ZB5g=XgyIW7?hBlTb?;z=5x^hWc6w`=MU7FbM70je@wj+ZQfDX
z`+6Pkar*lKMuHY?dbrJ)JpdW+30Lxq*XvnDKE8STHULNZMb^cZEK_TStgNhHcAIUG
zVa>BU-q)~TU$eAS^X=0Tk|!Lbq@=6|JGzS9wOVdIdh{3T;thgN$m2{+J&NaM-kz@-
zl#y|Kf7y8niGUWfyh>!tK;z_`lJzWnZ!(M+<(K#t7Z-b5%!_Eo({-}q0eBDm^2Lim
z*oFK!h1Na3DuK<J#zEhPTEfceu6YPeOuHhF1y|^1I@0=EUOf|+&_2j0>A&U6?(^tT
zXV$XjbOSHL=8QP+YrXFSx*L)cEtJ%Cg?zFe?BL}&mT^Qo|0CIr>v&$gyk=mK=i9VV
z*<Z&s$NL)DvDWk7EgL8Cq$-)6?`~onZom;1P5wpLb>7}5C}>c5aWJJQP{6q1g|tSN
zNq~?==jpVb6pidEWWSvN3F+n?V%g81msG`N=uR~mgt1Vfk!`NOz0Yi>KT<fC?0wDI
z#YNi4C|)CgUzNgVUN{r2(G*Wj@F?y&+TPxNeWbl0xgU`>S@5ZchsRZyc|`dK1)IZE
zkaHq$r1F(K!K&;p6PX_^Hk*=Mr(EIBE4b0U`1d<^0zQAfmi?T~ZN3JlcsHfDg15*<
zdTD;5+LOI5&(1u1HoL<$&-)rr!K6aB#Ys)J_HrXdzuGJg@x|{EV`F2-@GkjFi*siB
z6@J{-D_@HjCS!*qE|6t%9(%jvtzWk5f@8WtHEUzHhsXN#Yi0DSEnWx=fp6ZN-(Q9e
z!yM!_vBH${YXk0Gz~&21t)}Ztk6B9D`}ddYvdwkyJ&i#%GYx)K&XSyE()5Y*6m8&f
zPWQu89_)27vTWJ5Rei?gj}O0{^$!Wr`nnW;<fjBl8=l*YU?GDn?)h`8;<n4|NPJyf
zEUm1poMu}sGT~wDr7Z8uoLFv!?T#baUmImsXSyl@&u1s)z|o^0=Eo~|-!=m}y}HDw
zt*vc#=2N&kD<A#x(&9n|!@c&T;Iov1Z-Fh7>1&j$1as5$O8q_#BdH0}--p<>_n&BE
zNks0FGO=r;HL_65%ui1ARpV!0Y9cCBD<)Jov_F|YrfS-r--P|N6R|kmxRFPtp!SyU
z#BC{xQ<&#W$5Iv2fmWSl%iJ~=7Q<)Hp1n6tDY(uakYnAKTQ1pBK_!nM;({mVguv*_
z6`QuLvqW-<c3qggKv#QV(Zw<yendL(_%U4jTd_o?<ElgL1ugat4kT=yFl|;!tSoey
zyPTw+>A{|EJEYz?`RvsI;u=rGaObPr$py+1Ubc8JER^frC7wO1gY=MoC-FX2s<r3t
zmL!#s$*)c6Z_N9(@ObHKtM>}4Y}|A5sa?CnMf`SM*wVZKP{N^Ke?7A_?Y4A~()?Us
zDvEm!`|2^f7FNUvfh28Qe4$^~sH3o8?b@}EgM+^Y7CO&ZQEKsXYI4tBF=y40qNPGs
zr?1D_9Qs0%X|$@AhTKqLnxt`KvTvk9N)5kJ{UJ&%f{@gak&Ys_dv#K?YzX1r+1c5P
zV_t4wG8?t)Ufo{J)l94Yd}g=LmoGQkEKB#6S5`72DL&<iPG3I!>N4GCxAy0s4^1tV
zISlL9SZ`Uee7OySs&e??!HYU>3z_VOgAGX}BsfkFCjl-{=q)+-s)|DN4T^KLPPQ2v
zR0ax^S6BNh*>6;Hbj*GI`t@<$mp84r&FiA29lP%AnC!g0Y2e|hVGGk8NQF_iZY?*(
z{k|Sls8`W(A>Y!zew6pub~H>IkCqM^Xf{sqRT{T_Ra$znQOiy%t)CzpKrLTH58I7R
z`u<u6D7naiKLFI5ds~$oB93U9g$E8cQ`c_d70J%{-I~^8vCYqJ$Z>eiHcN8ut~T%m
zdx+1Do9v=9pM4x>`(u28<&8oRAS5*k`S*|*TQAJ5p78;n-+JrKa9bV+1-L}4TfbnU
z>XhU6E_YvFU#ihwjX}rnqgNWORhx4&Z`7Ps=>IiWWNANnA+lR60g0PLMsE@jEg>P%
zU(S_MKh>y{g5?K5OL;x0*zNGK<l6Y>vLE1Qli2suULxa{?wQxpAN%<o(DSgevidwS
zqSGr<S6A1@Iz7OUN>E8@DEH-Jq#MYpSPZn~WvgczMFH?OW)!<`8gyrK{jhR}=F^9J
zPlZm+hM47bIu8Y(v^?v+iA@=aP_yOtFJHd!7bfc{EBjsW*ctxz!47}5>IU1c%h`4k
zgWDM|EV~to^mlIA@~p#csm(NR^h<=-0Kzl*NE%LTS!1KhP)l|rLq#VE03Z&q!603j
z<Ej@`pl^t~VBV^$!_7J5BwNv>g6E5$q;bfoOC#AgYW7Koil`wcISwXeXPCB}(AU?G
zd;0Wr$xe;~2P75lb(~HxTm*U@L`k7+W|kc4@=a|4SgU5NyHsm%wn4+360bd|-oE6G
zoGS+?+<@Gc<h}o5c}t6ibzc=DDZ4#h3aDtl{Xx%_-99CryN!V*I1e4ND3Fm-kdym`
z60en)WtKOT#ph<0)3ZH0t4dV1%Dgj4Ge-e|V4x{ICc(KeS*y9wB@fAkL(gMS<2M0`
zt5=_G=haR`4Kf(vC04t*Fo!M2rDz}jC^>&zlEN^^lWR9U3&2UI(<gy``_0|vf`Fjn
zuvG@`?9l#ztr<NxQq<wd)}%*W@upOY&GnEcOZOso|LExJAzf!@Us_U0khohRdw+jS
z7|+<F<}A||&Vo%<5Bi2$bJFXDtDZmG(fq)}qu!5OBg0|hIzah&Mul3c?r$E)906UV
z<^x|0(F!_mt;0S^K@mV+_C|CqM^a-GqDlC0{)7yP6ZFW+Ai+T#xeq|R5m?r|!UL|_
z<EfryI*a2w2r^bj?k$`hNZ2xX{`~n%ocY@-#1Ss63XYYQlyDwDu5|eDVM$rpM#L2c
zK%JJwtCjS%w;6!PF+h~LJQcd#N1rNv5B!*>=WaXP8i)JX&Sh6<Ys83;a-15V%yzK0
zV^zv`T3=XJowFfW&|LdoihN7Uo%?1ZRm!LZG@bB=aFmzW?4|t|AJ${jC7-#yDu;(l
z?;K-<?<LDUFMr!1x^jwN@B72^A%4o;S+{*la*SW(XXjdIHy+~Tj8|<kFIuo|Hh%lD
zQ=~|5X1r$>XYGM+Ol0I2oQp^P{{G2@vqp_JeGaQe@+YcTxMLD&qL!b2-_E0{di7La
zSNizFBrh+oT$}!Vl&JP^pV*eZyR)mc#V*Jr+D-Wv%}dZHi#LfYHCq|2-_-mBgvQ0K
z2QEK~+#-JDl7i0xX`B8ie@=e>I-2&U0I&lJDDjl!<ev70I>}u0Vx<CyX!VFXeS2Ko
zC8wZ3XG|nSE+PI+H}^MZCOA8<o%Vi%l|FLha({n60IFBj4IzEg9b!xK)_}3GZ)};{
zcr;z67<lJep#G;QPMNvH?MI&uI>aXq-NJ>h+OX@huz$rj+uwAlx9y#z+VZ3XJ2b!N
z-Tj&-eh@jHqm1@^CcrB6Cp>NQLGTI5{eZo7rrB-L;7ytauN}s%KSMIoM2V9-H=Ng&
ze8>gapbhDO9*N_gBjzGiiwDfSXHTM+_@XNQvrn^r<2pAa*htB)U233#St)=2-bPv+
z%Zjrs78Moc`%%2_qghK<())=Il6<HaD7CxI^TVkL$~nGB6H<UzX#j9qD)nN!b)3iU
zV52K1dX?;SK~Sbkx=x(rb@)*78JJDw+O^1r6dj#`mHT2Y2keU*z3La{JWffo((}MS
zr!aFVZ{xCF6@?5!rMKRq7T?{#$THR7*2ubSXlQ8Eo}a^$Kl(ad`(WHC=Y*J;7+K=U
zYPZF@Bojc%<a5)Ayni*$#X2642|g4zD#gt)^mY!Po0;;iU9!)%%U4C)G9epSj?a9z
zQjMt@E@#yy)+2fz!-aEZ*;^~qpFg)jdg@04${mPLAo<eQxShjcVX9GT{%jR0_fNT}
z(}sqYyD#tBylUf~*uF3~<j$#Dfkw@U&Q4uQZF;rXV6&+X-JR9(5=rt{is*H``En|n
zmUjr<6dauR^5togt&?T%`WjXR3+46(8fRQ9+ah4zu8AAZ#BXIdP8sQ6yLJc#U*;9N
z`v@J_{INJnB*HZ0jT9zurQ|DsLu)Q@%2rTNIPU!2qER~n0aXi^_#FRIpYLEz8)~Kk
zJgcW)_e2gle*OK<g0CX0`!-eF^Ymn(o~=*TI`y`sBp$(X?Yeb!{M90gy^d2uEh^X(
zFQP98JZmp-N<d^LpAYga6a0aLlha_OV24uB3DYXa^=|WH7exWN*REM3fBCXU;Bmue
z!NGe>TVKc{yeo$Y(<ZY)1tt359(W7Bz-_Lj<ME?Mas#Gjv(qCfs4dh8pxPkV`V@=A
zDJ-l`8>p8D)Bu8uM5Q6^HdCQfPXKUMl`iemn>8zc`sszXtVD&|Z2!UR+!GnbjWPtL
z4i`*od+t1T7DUK1Fi}ZhW{d$W_)2adC%>INh5I&bdM-g~3KZ$lNUP+tSXfw^^BvMj
zm}4ZU<lU-4xgU-dHmr@L1R|Id`hi>o3RHO{6@sg-+F3k`3^L25$coKGq6!GFuUC>d
zfBs!Xg_K~c#ch;HcljDoSZmjj)k0N3(1fVt<Rk1yx{r@<XlOEiFnD{DSSsH`gt@HY
zq9s@I)J<Emr~otI3ba}ZPy_a6EO2M17p4|Fe9_b{jX!Xzjg}~xE17*PN=Gm*aqw`@
z=g&_{S)JZzm^9VWx<r_BTqV^^>uPJ?g8;e;UXB#N_wL{4n{KuCngJ;(Ig~K8?)P1a
z_5z<!lvtx`2?F8>z&@-)O+4|Qzj|BVX+!eRPUw|*9IL6RA=O#5?ND<xj(9IJ&e0C%
z2~Ul-$w?dQ4wvbG?cC}F*Vjc-wps%X1mXsKb7aWt0bm3@cMG1t;Y@xoDHJj+wD2{(
zny?T#$ZsB43B&qWZ^B5Z6}h_Hn+j=6Q`ahg%PFPajykpy0gdnm(m0oK)C9jcjqKzc
zFaed{$GY2+m)#BQ@oG$)jhLTzuEXAK98AbC=31DnlkH8;8|K@gW#c_4U<+s(h+?7v
z*rE6<=(;zyV3MP>zgwdUO75u&5=?0ww9PdwL)~YLXnSp!fYIk%UCScZh5K4NC%wex
zzVcgldkO~Pfb2r$s))<920RTo80K8NN6h(S(l8FGKA~6ui7x{;7$Pn@AkayhnVAKo
zyagN!stP$3glK?*@_xYqsl3y%$4aj0>jxOtMF(u$EBpitub80B{o_G^qkL@ts`r_S
zHm@|LVh%S`SuovhOqe2YSLWd0F5BC`=x;B`3lMd(O*`fMxaV@m+};u;AH@aZM_Uid
zys({XK&2d?2Tq=|DWGuL`r+U4_CG_(VDkG*BK|z`>pvm-2aZ^*Im*OTwaH*MR5mr9
zX=JHgB_V%W8gC|`2o%SjW9F!}3$z00iE<obBpbaHygw_CxVX;6hkNAZ<USbQX3oxt
zLt(ytsG~?H)3}iw{m+AgT<*p4j5f#$+jr_c4hu^`Y}k9s_VUV=EARjHuX3kPpAH!M
zS=r#%{rf?`?6n$V{fUVw^ew<3A(%fr{SCJ+qY<X7f94P7J|TBEM2UU8yeU>}-ur&s
z%ImVh|M~9zn~d?Vmg7xK{HdFtP^{T>zFY?C)qn6|Gl+jLk7G!MO27r5d#IUn9zQEH
zK7hm7ws|vd3=+qMraZe8WaWg6O+O_V9fH`Q&?SBeN7>h*x2MMtIccCS#tWGdiPO2n
zzWMFnzNjqS0p8x>1oO`sP$5s8t15Q;_19mOZ&R_OAY6Prs`~P8zl>K=1G?4r%7k@&
zrV%mbU){yORB!(N1#wxgjKF0$f<8hteu_h0hMH`n`#Htv%R;6t0D_!6JTj09P&~>3
zGznOKI=@%kHUGVBOSZYn*|WEBzdgXIqoWptE$^!e(a)-Q|GxhBHCqYQd-EpKojZ5p
zbc$SOK^K>2R$-a0CuF@E@DyzS0ER%o>6=MZbTp^9_>xC+!S_!ONd4o-tCNhVAM3WX
zh>iawS|%j^<44s$AQMVr>fE;>^13^B?;5?lxoqu*4Gfg%G(fchq&)7lHU!gXyZ~@Y
zIv^l`kn|*cSBuSECb^m9%C2KrI03254a$gBjQw6B&q$#rzBHeX63Vjq1d#DAL9^ie
zf`Uw&eg%$$2aOl!XPSY7NhJXM@dYBu;Rc>lr!>ypT`zBIo3&-@R^PzDcn}tx0s>Uj
z=H=z(wU2&1_t?irF>wfmeiV>$yg_v+DMxy%!&1OQ5jaGk-?>eqk%W;df5OBh7tzyK
z;T@b9t>eOR(dxO)-BZ#=bfevgi{PmTN8Fb3z_uk50i|MaQY++yX`sh3LYy-|95qfN
zkW>Z>DWdvOe_;`R!o2-!gBheKVT;b22=LUea@~&)D-vB}s4Y*0pb?EGx5WuIZnfv<
z0Sp3#tfQB&SfQnFX=y2W>5|-;GryryR`&iC=gj(uI=g`Jfw1-h=DFAF#{1hej2aRx
za#v&b#OKR|io``p`AgDqZQ6+<oSc#&r|kULxxpYNy`QlM0rGZvFrfO~je9vM>XYsV
zJDQRSj<|oHGwZT}xY*3+tvx+GzD^->%VuV3k)M`kRl3YK%^&}XNucVPMD5cvwS_Lj
zb<-of!NX^|%JptBumDg9xGDENJ-O2!T02Tg-fyw#>n=C)_w|j!6AiK5YvH#zXLw1}
z@lvt-j>T^;WzS)0Kle%Lm0T*>#%nF(^yOEtnP0vtGWMo&K!2of+qEmcv$OL@rSyW~
zySAvt4kQ3Y;o7xp0Yk{dpa!C#F=Wp?Zs1{OKaaCn{_dTex_TfgRQi^|p59(gLBYnU
zlZak)Xov=;vMM9(4vyci#GP{&VOD!w`o-EgO?!d%guVNlVYqIGt6}Faq8}`hmFrn`
zO&t~&9Rh_J)}<4gdLlzt$yaq%k5Jic=gY!cuATdb+7c8KR4Qx+mBaOwVj|A6ZcXIl
z=jSM6c9c}evo)nGt>cks@ntkLRW&uJja>FeEa}R6FCK{P5$Zf%cC}6=QMJpqy`jne
zd)Mm@#h3$X0XmuVuoN-7wu9~-d)y9<)4jbXofj7*9jh*mf6L0f;kBol^Ua?DNBMGH
zN+DhQq)P!CPS9NXbIy$QeVY>oUh3VVO8Y%|5(`2wm(>9Hbl<+S5Mbm<z|#kP9}}nO
zGubCTjrd=v+^eRg8S0a`dnvCmjeR5KH}{Q(i?@GOXOl~lJ?EzMea#8V)&rBuX2}Mg
z22|a@TZA*So$KjT_d*v&;Vq}c@@5CiWQWVCR;-H^oco7_dH<q*JaL<-iK=?bvmM*H
z<4hg=XD))27@wZzJ<$ecqp;9c`%P6_BW>Wj(VXq3mZS4rTAYh6cdm-ri)rOHRps{e
zP%8W=;`6#ALc(FkLT!J185}NhuRoGMdVY#tm2P!1a@1mG@{4>|#9Btb!`Ks_#vq&p
z3be@Bmac+l--g=;l~p*`Uz{3X_^=OwcX)4$cxmRo5Ik`>Nvr1EO$q-s6}tqpG&V8m
zdSz!%j#u1qJGE%>`tHP-6t9{%H6q^ra_aqu4{bxdGEkCj89W(N`sU3GX*;pxMB6iG
z&Y<3A7&b0ruFp)^#;QHPa`3aorOlh~OhL8QcFu=jtWXy{TvuGYE~d0pMY@Rdx6+@u
z#KpxS$jQ==8&m~f?IH9Ez%Dyw#i|!>r*I~RTXP7L!o_vy(1(1733keuoBb#A-2MZU
zJK4pD4O4v6*%s!eQ<U=#i&i;&GyIv!DDu0#VIxmlEjwj*$wLNCOk~D!ueDVA>XlrS
zUC0NJ@gS^;a_bbf3Wy>uf~{46f=`MfoYuTdDMS<`&J5b1GN{_JBohGZ=3H6=(uaW6
z=S$ho5%9m1>^4`zi!ONX>anc|A^|)7dL<p91L2kHifLD`$Ses8e%aX#t8MBQ6H<8Q
z`Mg)Vb|z&VOfg5D0gf|la14;1onl@v<tMf<sn|FP1eP%7Rvm(%Tr=5UCt&+k_3hiY
zz>;PJRv<n`++Mwj)Bq?6uBYj*T(!yw!JcGll6Xi_OaM8=2n9t&=55;|SFYQB=$Buf
zs<r?!YAnrEyJcAQND^$Xm1oN!sRyB*MGsGzcd%B9H&ayP5XCv)rrWbNP@wkJ?K^!+
zw4niSUQL)BluU0^FI>1wDqxdYP}CVI?>NS+mn<@~P~WLSimt=;PJx6v%*7?;?d>gj
z`Lfd0t5@T8Y$B8psf%Jl9VNL`lIvgJSw{sj_1q(*;I=TR!+0j~U`va@jSr`HpD_85
zVOW=8(RG%DdF&>l15dr%?-h$=WN>WlAwhHVIH&3O;gw9CB2-)uR4#qVS@m9)FN_3#
z&^**(TO_=CWY~%}68gaRc3-am8tM}n*aKt7&G_^GvsdKr(Z)Z+oc}f|`?v7S|9-*`
zXUe^cs}ev=efe!QtDKEZ284Gdlo+JCBmyP2j*=0PjsFF<>j8JK1y{-1O`H5tJmQS{
z0vjT$H){(3qj)-Krm7dY7J%7IXw-I+R#Q_W#|16~;v)dR!gb<=^1AIu4mAwF-Jzod
zmMjx`N2X!j1q78wq>JNl4S{MH_z-@MgU1{jooFMF5R;%{Z`gVCba;4ppr}(8QQ=(X
zhO&JN$^jb#M_=gDz{VWr=U0TV;$K@^OL!6x^Opcc8zJZ<gS+lW?N@tm>p@LZLWF>u
z0!LwtT2E3&reS_&B2%w)<J8wCMaYshqSLL4CTj30?c%%kR|v(v$YrSED??7H#Kpyt
z!v;$I?s^um7{S&;C`X>&w^vFPcK)8~3Z{cn3owPUW{`6N7!H*xyhKkUE_w}s1G4oc
z*t2A38+f#Vmh2Q`N5J^&Rl$dOd3m`tU&sXsn%io$C#t2B`XbYaAqlW;$rZ$>f1gnQ
z1y0ig3)3Ab9t^mf7#<f_a=E!J@h9(wv4tY+Fdpg0qs2+tCFX3O=143J2nFnhW1rrd
z=~tD4A@lL~pOb_6!Vo?adZfgI?ID&$OiZUMd*olm1KkgRnPl%DD`itb9hHy>#vbCN
zG8|Np<r7eVP-_1kTv--Y^#co=)rELfv}|NzvOf?OKYY^^T<b$T?MaZ1WNiV%d?7_)
z!86>JTnYJ-QaBr*;0k!eei%ISt5>f$s_Ix?2h%vn!-I0+$1ZW<f?pF4Og`8=D6}}!
zv{7DKSzBv)@$>PqQ=speb&Z;QpX<wU)d=iysGQ0F=;&Hy=Mkgz$CvMzt5QhlZm)I9
z;3sB#gUpX#ee-jYYTDVk=@C0$Evqt)0Tjt7oiytRR*I|tu%CH&jnCo^`}<j32}$W8
z>86HLz_-yT<ez_>1l4%x=+V@ASKre5xT+3{de-~$BfsL-<Kpu=<#)>F{rEb?*}d@2
z;d7iYwqhof#J8oT6{wc1d*9c9@!OB2o1~Se4Ca*)D<6@8UjQ6WkIx&R|96yRx$ZZE
z2w+3$kif__TOA?uILmf0>6cejD1u3b2siYNV~x`KZo?fvzEt${*_hkL<QXEIs(VEp
zl~$};kHh0W3HI#^G7aw7ZDA_+GhK?XcnjTZOCN}S!Yb<cV&f8&8DC+YzLjSm+zo!_
zzCp@ZWAgPg{gv$4Ra<29r>CYezwNVSHGE&0DJc8V<sk~qKWbBXmXV7D@WlEw`txYT
zgYD6>@490aULN;l60t*)4u$_f+|kF(qWLQIAP3t9B=5Y62meW5n=+}boR^xK%C|`X
z1%Gv?Jj85^^5#=YF*188wNQE3nL~YgM7#{KVL7raWxU`=2^x0RY_~<R!SA4yY6N2f
zyWvD{B?>^*v~l>*2#-i7JSK%678V9K%t1;Zzky8JiN6Ck>n*sf#X?WnC1Xdmmg5hI
zej*eFXJ_X-jcb^g>i4iRCz5>*BoET;OVz0nn^UFzIJ-ps%Y<k@Gdl}Va3=XV<dh27
zpuoM<jrUY&)upGW3qXYJ>FYD@eEGxh)-t|j%a(djUZ!oiR3IBGuAt+F^enTsc$C6O
z#LwvsJDHf24zkk59T#S&rm#f^a9$d3tz0(=5-uLGYJ6&n5U=FWV80udc(CM-zFwy_
zgdBg|W!A=X?<r-}Vgn6HLA#FMcnZ1x3-oFL#fBjBLNyZy5F><|oSp2CfNDn+ZDrU{
zNEwPK23p1N)vcAN+E4lyqu7oA>&2lodZdPV0Tq})4u$)z+qV&VI9=eG86O*~A#O23
zioV&+2{&4?q@-jmxXT0-rt(sLN8}NtNqj`r*iKs)EKZ^h0U&sk12CeIdXre}@U0O5
zLhh&gT%1n6FmeiX$vY(m!?T$JF*l`k2!J9AJH$6n3#0>z_^(#k;Fdz)c7G!jjuP|V
zn@s-~IQ$ca?*9Q=5;>t7BI2OHfBn52;($_$wkRW>D%I81MN%6mY?Z4){~Ai@|0^h=
zToS*G>84Tn{@V;d-+D05o-F(qkeB7bA<^oj1rLKr&~cga-F`$>F0qnm?}#zR&;YT+
zJc(q0IBN*=9kLJPOLs}l2H2nQUQU&vq8dODyN>GKJbUgOVT!aI`=e%Y__&;CKlUUk
z`(ggOh)mmn8xU|9zb5_U=ou&|$>U$Yn&3n;lB7W@Ky*H6Zf@=Ziy67sgkhpifCKLb
z{Zj*s{^h?=Kmx!uDovoij>A;9fralpxg9W@9La!9u^UCqych(GL-d94uI2dY-oe(h
zzU-(t;=y^oZQiM81GJNO);E3leE>f=k*GWCb{HWDnhn7{9JONg##nrKAYg(<(|=)d
z+I)de81#!P6A&s3#!7b6BjHq-^k@#olauo2@nzq@CYG=2prrH|zO*A0b=cB00w%^%
zuN1?$E%q3k(Jn}m?69s$^r)@_$WwHv4}S^no`5uB|Ad$v7v?%kd9a<k7Nn<AwwV@D
zlw9V%(bk<oF+~Ln#(wz3iL5s>B_$<B&;cbWlpjG|Iqw;2)td$rvAR<TQj&C1^T8<w
z{AJBo@}fKp)&SxT!S#AWuHc|R+@nVV3KHh^WCuV=b}pS*x1lCT(T%mEGNoi?Re;Ul
z(v?i~4+=_vNdCiaMY-eD2}VsOy}_WQL%e#brS?d*aaG^jh6(G!zcDLA@gCC=1Cy<Q
za#pKC9zWhjoH4oZbP2#)j2QoJ>Ldq;1R{1Fo_^2ZU;=zu6i$K3O9}{q91Faom#i}X
zM*!hIkv|LOBf})XSM4k?kpk83Rm9OhnFU*=k~!~*cZxKU5_9Z0d3j}_-luE3Oi@+T
zQnU*mKYknu`wl2kBh=`-j$J)Zr7@&oS}1wAchE8T50ZGQzwRPohy7~8&xJ<INZ0<p
zreLagQ(=txO+M@zpcV>tHqW<}YaX-xGXTLX`q&OPy@Sik!$S#52dNH;ZDRig4~xvQ
z@^VgEVb!|dw{H-V@TdMktZ@AT7cpGEMIUV-f*A8&?ei{a)pVNpy{+$Oj~LS*kZkWC
zkZgz7ta2xe5~`m%I2b|@v)SX+(y!Aa0gZF_wsRSw8Ze_pz1F27j!<etMV-n`c5L6S
z+#7y@iK&wX@aFBCH*g?dQixNLw3D$5T>_0fB>eYC;c!;|{S1;d$|7!2!86oHN$sHA
znO>NSz}^Q}D@EtY`^xu!0~0i-*`Y<Hj0z(n1r|rZA}KodW-EPdk)g_@m<vn{wQ$j7
zSog_bM-C#6*!g<0iED!-A1Rm)1zSBF7z)F(e8h#rkU?-vl|YoY`H`B57{2ihv{1T6
z6GTJ8f82pJ{qs9--?VsA)ev~a5r<;jaUd?{xM3|jIaU5zwgFJ0B60qVAU7h5e<)g<
z;zfJI2gZQ|2QI(}*hp0S9Xn#o+H&I{R1#TtBdbU(Hc!D!Z_rymxcy^iCi)U&!^8rG
zY4Ku<-}N$0Ta-y<BP~splY4}?`qE|jGBh~Yx3Y3k9OuVMiQ6jAtYp6IVAvtt2`a$m
z7nTu&A9Uo2DH)C!8|aw>uwmEJIi!?8J;LiV05gn=s;cU}ihl<a{1JaGfe8p~5p$V+
zoFI*DUk?wI6>kERc+`EiIW52f)t|hbh)xy1{J*!K{DBODr?QuOp+f}rHEPk)Vjh4}
z0^n4x*$!+D3$Zx4)L9rir)n;;86shUy}y_??#Hb$0AFp5v|w8#WWjHVr+^FPwgy|K
z!razKTnsGy*Ka`9B7q4@p9G&RQK?X+pxO<B1tyx%K7<j0dO@oeoqpHSlBb{yl>1cp
zWQ27h(Jt^?Mw4G^h#F7KvIVf<kaa|L<BJ1~h)Jp-*pWZrYLDxctS8tVxy%287i$tq
zwEl@|@szJqSc6zTgN#yAqoZA;p8PBDm7k;24hjs_ijdd=6er<_M5T9*)XT_9LZG&=
z2|LvL@bY*c{${<YdPP}7+|aI5wk84L@$8@`iL`<0naJ@;XG4%UV%JpN@M6H_Q0;gI
zs8YEX3n-^$xfk@#-{hrW#>%rrGrhavqLf^{anA>o*pi7*G>@bBNmpBs3e!_AT$lLv
ze?52i3v3TQ?AgZZ3!BNq3+CnAmU!Uulc#vTaoDf9Qw<ul8i^f;PoDf}+kww8dc1aJ
z0^!wAEbbOGQ$m&+62lGDUt$(^Kq>5|f<v%|ir<t_I;0BQU0KBg-fdX(ZPaiZ;&yO>
zu1)yZ9@4{9ugSbt`G;EoW)WgwAiB<fzF!;qD8k$pbBNyy>ZA;aHCP&sjEz1m?)m`f
zv?@0OZ^F>JbBh7An+(vw1xcr5C&IrJEcBdd$;DkKgBHo<?PM-|$UvGPH`5RLlOeG~
zD-ut#Wf<b*X-|c4-Av--F!?A4??4jvr*WQa>Jf3B@-oXW2`Pb`2TQ}}oy%JC;+<A9
z`5qM4QBS`hY%gcjsyfi@JH%S$xi%!<_3OuDS}+9v9=}VsW?!5dfB(y6Yz3od6F2S|
zl_woI%U*63%69rw=(wKeZXI>@RXi3ts@;Z#QTmVaN!5i_H)F2kxyLJq>ymPY2wNR&
zOV;wHe@G)7ZEP(<L*edg2bbMEsGH|L@bv5}(pOUtwJsJ;gbQTdP*#~tuQM>L4Ez-K
z@jl;$=Dh4wRwn!9Sx&JVIc>%r0T9?JSSSUk{HVO@5jqu8^gz5kOdsSZAL=}lH^uZc
zSMQH^kN+Z&09Cc3q7IorGO>b|7=NL=#CCAmX<Di6CdQdNx2RwdhFo7hPu7Zp!EWmb
zDdCQnU5Ad0G*7ioZ(!nF(ITp}8qXU{NY>o4iu{5oe;uCr?Qn`0dRq>kckbs%9$fy?
zI<@T_O)lK0QJ((~$DV-cfS9OAzJ;T+Gh=cc6X!a-P3GF6w6m3)*?8ORBet<PNEY8+
zc$#B<>JWFOyQ~S5h@W*{sc)k^GmZ)s=LwY7c)I$B=lT`EuBGXLt2s+rG}iunG<SAj
z0e_ijGTDm|YSpg4H)x$(dRuXh)rD6COpzWGviAyL$AX+J5)lCH<O|C6T4F7PA#o4|
zl>tKykZItn$HtXraI46QFJx%jcdaD8tzDvy8E8U?Bs%5}9p^Nj7oE%R{QmnPBAjnx
zYaoiA3yj|AF}jV2gNii<E)T%l@aK)I5v9t5<x|lDRgWfuB!q4q;+bi8nbt~DOTPej
z%i%F$YHyLw+gP2VLST*rT%;@r`?MBxD&91T);yRZXjprmT+ad7&_tY{0U&cZU}e{Z
zDHReafxHQ?j?h#ead8uExK$0X+LvKRULJL}W9{VB6ycZ|1x|JqZ6wC!y!gLyD3JPx
zj%d+S;omZh`#J5Y60S?~AW3{MvO|_jZ99k$+ZBhs3(dI!(fBw>1oW{fks1^%z9}{i
z)OwO2ik9ZYUEqKr#R66ffyq1$0eYY&!W|yMSooG(7D#~n#_2o`Ql@PR?RlhO5l#yw
zxNnJn3-JzCMM<(G#5Nb?0@g0Jp=ws+H;{k~MOo1(Ld3%6^MP4KGaL-)V2ay90)Van
zVXSnD+ArvkSS?`euQ3Wj0E|u|6a)e=N_LXEi_LlTx8&RbPT&IHn|N=Lz)amKcqsuF
zLKRRPOu<njNe537TQuLp3ope7QU?JOxgeuwZ72CHDVUZDFH{H-k7HvG5$A5v{P+X7
z_NQR`?eADx%qCPA2;KqI{66gXg&C6_<dxhrN|7~)^^=GKKWygsy=xxwFjUd{LhJ^J
zhwuFP-!)u7Y_`ETN*t$Xh%=1pCLvTBrx$Dh4cZxtUVXImZckQG_3U=X1klmtCXHx<
z!~H!!yO%83FjB-rR?&Fem^PrIGHgH9FWU6HM58zFzo2x@o4lVkLNcDF4Lm)5d0Gj|
zNzk$r?jPBLhuNI)p=^-(M~VooYVO&NU$3(JqgVA$u(0FRKw2rQPjS~Hgn3j?l1bUn
zZAiL=KXci#Wu%D_Ho@5LQZIj@B{-tF;OR$^3n@_rmK%^g1OT=qAnU{*^V*~gR7d0)
zG;o$DPGg_N+l{oV7dqz<s{uL0fM*1EUDea0AwO?vA<Q80Swl!+hS<Dp#VV5R&?(Y@
zHmrE!|Kd|d-KBJnb#EdeqX8a~Sq34A9m&-G&svmQD_04fFNF9(UsyPzCb4hi!jUQ&
zyhIEK$iO)7e-;n~>Y;c*6YlYA@BRYLOR3jrIS%6Mh}-1f{|0B^v^$*Hj?(m+N6k=n
zM=}cX-00O1!q6E+914(^GEuZ<+d_^b#UEMstL{7D*?b0Pm?0p&<I=+PP%;RwSU=DO
zBpnk+$#E!qSYcoF5pZnkxi+BmzK?djEsuEitUkxufKvPE?Sr=RU@!L#yASa4PKQt8
zvk)OUNRb);{XRLx#oz}(#?eam+QmW~MIrBBo|p#|jrLwCI#yRIu{$`FPXBbGZRSP(
z5ME*s|AE^yKJOx{!+8{vq|im;)wte<_9}|PjT^Dxy`&PiZr<FbtU?DhO#3G~|I`1j
z=*OUgj&IH_dVXO-vxvKLJipgj+eB2n?^H=0&yTO<a(nT3nQG6{l?fn|f5dYX*ES$B
zLb6=1Uyo+@-Q~z02Y5&SKXA|<?O{1_iXlb+Mg=*5O@=bzF;Ys3inc>ke4cd)q*5Yr
z{-}pxM~nsjhaofVxyQ!6<Hu=6^aGc_B(b@UX7W`}s6he%sIN!k)66VisKJA=j6c2-
z_}abh4}Xs}0$<AN_~lpZTUkUJMOD?0ESZ+j-cciFKAcz{E^$t#ruc4DCb#32n&->u
z(2CH){XqKP;FNVU(HuGR{reXfx*Kumhn0Ktm0pAP$i%4xHn{|c2o>9nokEP(*RNl{
z*QZ8oD|F4j6_0y`tj>c#l!qHg%Jd&gNJ=dTQN(6VqnTu_JUBynfEg+DXAu#kDk2Qe
z$J8^hVjgO^4g#7U`Q*vY?0)o`s^?fmoiO?M6z4b0@)YXP0FeQ!b+`cEW6^KI(3U4n
zp9GvP+Zh3^mqI5Uu_-#@l-gh+>-&|~NDm~)vKzvbM8p_!2QblSsNoN=Ob03Vy&(V7
zNwgY|)uqalNP}2J{PxIZdC>+22F7SECWQ#vp%}R|<7``$V1#@jv@*r#K#ng`F@=yV
zh)5S6?s1T508&@t_Bypqbu+F%P|PKlB<&Y3PSOS&q&Mt3{sA1l&1mNtiHjGBQ};*%
z&(WiD=+9CK6LTRd9LW(za4aG#65<%dIJau*X@o;+Dy)K?ntEOgH{$92*K}}Uy*UeP
zvuY3(YXMwnpWkgJ5*N&XHTV{y-vKSlx6FO^(#X|RA@gsl#37Cc%b70ox5BSF@6W<-
zr4wc>h^+ik_x)3UBFX;$Fo@uPIpY6cIpQ~9To5!6^rJ{46pWoDqQcP#!E1k;Mezm%
zdBcDqm1NC0>_IsH4*&AYX*k~+P+QXGzmM^?{3|-RSyL2nqY}~&lv-u%j7ik)#vO$&
z1GP~Es1SPt;bC(ZX9sB@uPS!JSNCs_!oB|nDV+I-Q1J?7h!ohHA02D(gbV;8GvJPa
z30K?@Y#hc`G>|5xrRk-`FpWG=hoEO<;G83w4UTRBw?*fnk7?%s_egJ#4ak9Q8rq;m
ziH3}z1G0pe14&qbn}j$9VJai&@!-Ke%?$(!pGCZd-+Pw}<R}QW#%a$%Y;yvK(21&^
z_iw1m#)8HTNA{kyIE^};2-L0R#JT@xl78z4z%1eelDMw_V_F0|N!-bX2W3NTLYxGg
zzmHxuMeF7NF)=^Sz#)Aqd@AJ!7-Oek5p1PfVC4a7;h?0YrEz3g%gFx8{r(~7%_z}U
zSNZC=&PWhH5Br8aCqD>?{=Mz4<-+;%u-!$1YbEWFbhLr0UC)E!2<`Ilp+m869CLDV
z(9cK{t$O$Fk<xeWQl#U$<d%TZ>1ykRtm73EffEjCQ}e+if0JtSAl1eSiwgEhq@q}Q
zY*sL(OsW$U@pUlN3~|Dv`Z!YIoEJNp3{bnYT(-tmKa-YaoyDC*fY9V;AKC3eg;(FM
z1v~H8oHG7Im@#t-Rxz~z4t5R>4k~Sj$lAYgs}~{83VDf8SL4G75<|Z>C+Vh|9WCC3
z`b&kOW##kV72tpH$sNCP)_h^~c8ae<Xf+TQp@Bg>R5bdJiD>+T=514Ykvj2RR{(7c
z#OsMLPla9#+dz-<u*f|8kJJH?;2l46@3Okjdg4fuY0bI^e$0=Mm0{A=G09CyNy*%i
zHgQSMEV;np^|19%C3Po$z?X-Az?TOX!}7)8ny7qo>>MgN^|Y&Z&^9Ll?eQ|*1~@*u
z*hxaDNa9N(7xStF(ga3Fe~{w!zt?)xegN${bh$jm%HM$NIm*?VS6H~2###r$3#?Hv
z>(;H^|B2Ve-{}%LfXup3K|~?<j<zvh^+pgi;NgAPD+BmrRA<nznQ7K0OsT!OY(*<T
zBV?ik)Mwex@drBLWa-=3*mTBxagGG;0)&xa5pa+tLIRTA9Uolc#m0+a8>j$f(G6}V
zU0qex0Fj;;(E(`Vv5sa#|FfW5TUAa3tI7x&?WOPCUQ-AQQgot<zyg!>#u2=l<Kj%8
zmKVlr{2S`6*uSaX#s)LvxH0bI(4vR##bP_Erno*a;F%ma?}%=V4SY&EOiT-%7$E@q
zI684C01#~a9LGMO^}v{P=%QF8HZ_u&;R|d;W}a#+TBO1}lbU@C$5|cX3`&m9+!`y1
zN%W+`D9ve?hbU%*=gX|k!^AYYp4E;N>ZhsyYq8Qr#rn_2BK^NaBl<OP7Sw}PVI*m&
z5Z5RyRfG_RAVj4#0yhbrPJR9vjs3)yPP{2v7z>m;oI98S-@`%=uN$$jM8N9AITYq!
z*0@r9A##wvPg2MAa8I9#p&K^9c`<6+GTBk^>HRP;C=*8j=nr6LN-ffq4JOBY0g!Ki
z%0Y6s3T0_rTr-l_&QsopGFLA_cf7QAlfSmB+I_DSy4bSQ`sM#PsVKi7Ay;LInsmxN
z{VglkI(RQ(a)PmxONpX@p+eej3p7e?LP}vgh{TWyRHz^K39Z_s5OK@Jtgf<ffw;t<
zN%ZB*GRdJI3Dy)JbXwir#5>=Xs3y?VN*%0vwdxi_t+~jps1PG$D7BbT^T5}xzg7bM
zK%`S1L|&C)$9C>_Ds@F(-q-Gn)@)>9+20@Te)7oAFZGV7D}4{J44X5c45e%g<4B<O
z>8^V<a3m@+@)8~WvoXN;{;CI0oM=cI&UqBZyD(TNaQ{Q0LfAETj|@BWE*?Xs*sk%3
zsAGCc-^0f?1=q!YO}~~oyvO9zo`iJL7fvA*bfyg9Qrg6EIaIiz1}$L@Wrt@h<#orQ
z%QCj_`aZnkkDvSSp<wp-6LTIv_aZl_f4;&t?-adbHZsGnO)Gq8AoK9t>Wz;Vv#u}B
zsqyiRKVH6E^5>ILsmDV7``8C>ub7ie8SSWQ+mfR`xFVNo@~gm`G`%|`f^eWepNg6p
zm>hD#DuI@K%nk>MuX@ZM1?!W=8{jn@fxjL|>mVnfPk^gFC8f|P{<e|x1=?!S7aF3?
zAuYv^L$40hN5&7|x_CuoNVub90xUPWrmxCsn14)VvzcPdRfsO7vs9Dzh60OO$4#5y
zC{L-1AGI=~Lo>ZLxIO?t=@kF-o4V8u><11Qef^l0T#DvA(jtVCW!si53gHf`Rtinl
zuG=_7eGzC>l&>^jr}o<(;V%p&yZq_DuHECjKT2e+_^ShkuYYeZubfI67_PTR3hf)T
z@BMtTDz?2fXK%(e${c@aisx9q$iYi&!DpU3TAJx3>3nK}F4aBr=|O?-<7<6O=^1->
zP=C{<`GGOups1-uxxGH=I{yNNJpJ$Usj~~$H`&Gr_j-0s#~U3L>QB#bJ}TzcWRA61
zQGcVoqFFdr`Hr8ZSVe`8AGeR|_wY~En-|^3G6tRZR?pAB=KVO-p)($LdE><{-|Mxt
z&gC@P3a;*ej&nxaU7M?19yJtq^A>dOsg7iKS_)(IF9rKFRxA9di!oP>JM&@sd$noJ
z(QiEYml;<t=C2w&H>9GNJ?^r$(ay{D(8w9h(zQ1YEX<}OUk58ZCVq3OyjfgB$Zcs%
zGb5f0N-ajxNQnx$kUIFYt!IMuuVUJ>qv!hbM(qXacxa7AZHYp=6x=dTyqB$GuHGEa
zWWT-7HYE-R;g0(bnUq@NeJVIw+c&NZ1wC&8B8h@A0|nrXBETBv`a;=iY(`fU77Qe<
zUDe!<AM|>LV`hy(7(=<E@HQjj;*9O>6{n>?wGLA&9t4rMTXoBKCHk;GAk$Bx9WfSz
zc#=hlZ?FOU_d$wd=WnawBn#o}56jN3PYRM(Zg52c4{hXS^1{pl+K4uz;E)84SJig+
z<=ij&ql1n^+eg=uCTY7R1~3Swai}@bfD=aWt|&w@Y8xt4xw4;?{qjL0V{B9?A?Z=O
z$ber{M7<sA(91%oVu-P^13X~SBum0iKOop17+#4ch}6h@#S0noZ$t9_ud~66C~1Lf
z9^UNe^;HcrK%GT+KyU9~iR3;Zs`Iz*1k$5GEwLBw;0+lGqu#?w(Z7COl8#Af@h`x9
z*Y82o6S0^1etUH#{#^d;AOIv%62OLOb#jk#@1Lz^giRqXf?fx)|L{hj_axq9?0Cr`
z2$Y~2y!}-ep*?R{6O2e#E67k^z7YtbC)RKO`)g@pt&VS3?0NH#?ROyu@yw?%MCu)E
z1MzvEHvb1Q$Nz}9hzL3CCB^&?-`9T`H#i`Ys{3j=ZKPd`z*|Vw#6L!Q?%|T7wq;rq
z*96$#S`2WA2T~*!Q)moE=p-d_D;Uy@_ut@(SAqbArp#^d<$?e-{`BS^nNJijlx5zL
z{QK`eL53%D%Wzldb|OH@G+8@y3{%iB!4C$68<?>Z)u1OLWjFqrLf|kaPRRon5g#>P
znt(ltO`?6zbZ0dkO&=G@P!K{e;nRS|;~XY>b20J@r9`wsOGrw0j()}Vg7I=L(pd#@
z>~nXwb#vqMx*XPY)I3mUUQM;${f9=m1{V8_V|pb!DJ7+)r68J1-;|aH{h0D)(_i}*
zBbiiaJE{XBBiZ+tUE;&^6h1&@esrT9L$?A=x@a&t?=nz8S{85q=q>MSXwS%j3|$EW
zp)@QL9_(B9?lmRT$TWK!b=*u5&oKZA3_U+45|O|6m;JPIWdQL5K3ACwR?o9d8XF(y
z!}Oy|e6pfbO82IAR@Y(!HEP0Wdx5@Y-8z1}O#urmL^)`bCw;IiCoOc-PIwrU6)t?!
z*t%zr33~vvgCFC|*6%#}63)!lOs!yXH`g@Vz6oq*{>AT#&BjgrnqEyQMT<sQLyTSn
z10ICQDnZEm%_sM4gx>t#gN47!@d)RA-JVw%<biiZogCzbfp^Imvd|w5V(tQ+MbJ!>
z`P*nK-ozKz@pNV&A?3a=jNOfY3?&1mHPeUCd>l7~e+fb;$cZ*UOD^d2T@;SOCX}6I
zuouQ79XnQ&bOe7~;sZ`#-D-xB0PmslUPE)0ky&nkw1QxXhe1CMsx$-vPj-G-$*i$q
zvd0q>kN6N;+H>qk8yNn9*_TQ-M<ymFDq(>#V-LWS^zrfO<~-F=I)N!l$H=IH8O+dm
zUoF05@}mh+m&&YXi`HWdW`jHA02fz<fD6plB`qyvwow4YCF-@Gt9HFAzm2GiJpd2+
zVdbprmAf!TZf-7!h$v@9;=|xd$<dCL*nn|mm-rwKhCRq^g4cjNPCEIpugYi$Nx=jz
zSj!H;IgoS&e@qz?wlJfJkE#nJ1Ews2;UE+2B-?iKhei>jE7#A#hfC70{b<!Soq=d@
z-#1K{R{qmZKkfW6M=81ABPQ>;c7;rz<NL*trN!z?d|*nhL&tyX*Wc>5Y4?dlkp!a+
zeX0(zL=uA%>Hnui4IV>u)P}>;1((HFO}i9z(A@t>R#0nCUXYN81Cv6JM0-!3uMit~
z!;jKu3i9)hV+&J&1s@zqI>VTOIeH2+dTzjQbN|5uu1wZ$wcP(=kvke1#Z~?GVDanM
z?8icx<(c(*O&XCDP+~D_M5nWni4?xUQkPT5<>0KMN22N_r<<bza}#I@PKEH?2C>Ik
zc9$d@{%M1YT=HyW^F8sfs<g*crEU-M4w*!_>x4-x1|Y?~&&7s0Vb&T8&tDu!U8APw
zQLdO_K*kp3LT)9sFj0AczswL^Y6(GsT@6pt;`eSd^HltMAY?PlaHvPuCn)|)S4Fs<
zah80&+=6YJlQq~!uNKnTS9R});DH9lI9l-Ttp;rqO&A983|=e>9bH*p0*CjIa6&wG
zAG0DY-=k+2P=LdCanH$?sF)Zov>YLR7-Vmue)hh|Di0N&%*{a;nV*_Jwlw;p4pGn_
z(uiLCsaEUivTZrXN?`j)K=;)E0<)FpvTn63GA0WaW=Gf>Nh2+KKFD|<EF;0;WLgoL
z=NZ(nu_HzCJJah5iinPl9wPugNhzs1%)(S?X9#nBO&ga(PNOUJKFB6`G!iqNtZQQi
zVE$D6;U$4bf;c(sI$W|75}$Q{F;P+0Fvt_nN}?zys)j>xlmfhg64PeWJd4E-Hs`}7
zIKuc$L(y!A{7%}8i4ua|SU`Gc->%68ydDNk2<THd2t-67SL}C04f|^QVNh4tn@S-3
znYV2D6kl!cr$hBnqq({5SMAET1MhbOhNE0eI3Uwp!RM#M=PB*q1Nw<{#UW0U9jQdK
zGZN`*kHcncbDpSlgc6GvabX2wG5i&Ly8<Y@$Kd4AQ><)hZhRMah>1tGkn}L>&3Y0;
zUA~}<PqsEkyId4bIh7{Zb>(Me*76*w6I@&g7&P=Ci+SOVZ6O>@9%w#^!?Vl%wssq}
z#_~w6RDMR51aF|q*09@TGzm16I>guk;hAY0Y&mAF(q~T6A<(E9MBe~_Khk`6?8q=I
zPedq3-ax<GK62S)AQACh5!n{JiV6ZhnMig6y^!>s)%RoXA4?b>G5?8c69XerDZ?EW
zbNdYf(uZfRx4y6pJf?RS>`W#|w#Mw`53C+mVlZf%t=0}4?^UZ;C;ZV#Ft7QelVF!a
z;ajMMJ>A_A$TV7*>R~sh2Dz2p5LlD6dVpFwaBu8L#XndNOVW?P{7S_X5lo6XtA#;(
zZ_6LZ*sY?Lq|e7+egC6D6GhhGUv#PYMVk{v9`mzfsKbkTpE^O4kH1jv-@7Mdun^Bf
zMza;bnh#X<5IahKAY1AWE$L9dTldt(D9?xqONSN)J20sN&ShE{v82(7?gWR;AUI>+
zH}-yDWG=umNVg$!FnT;sRkK|Yk?M1<<2Lq^0Ph8*>){^nH}=ZssUA%MS?kagW4rB>
z<}Zkle<JHYyE)0YHZ+}*t{}dYQ=jjF+Da)}S{NZ$hfS>6t+WN5D2-kI^b*T|qDgUo
z6PN)aY!vMPt<F`*NBx4w%6Df63(q$)tdv5B6Y(&M9=Upohk+WgA@XSDUc$7e$Il2g
z8613sLgwHiSn3=8^EM4l|HvyM6)Bu0?`I?euy6fdG?q7cK~*DjfAbS;zQuoj9(nSh
zWL{Jyn1iYc4OpMwLn6@1PWz4-LshYrxF7Szp<QJBM&smoYx0%XzppXVM@?{)jsY0<
znMH3UBp%Z;ua~6T0O=j4Uxp*0ZP?ont=Fv1qh|nLR<8~M;rtdr+3zbXd;ADy00x*e
zf<cQmzG&DEM9%5B#0TVf9d@2%zLL7O08NJiT(pB!5cXb<FRw<Hheq>LD<O0KPlJQT
z=qwZF$0*B2=_jY`hBdpjKO5+k(K(VeG%@8V5b9vkn=tz8>ovPQY)9JL$ly-&pM8wo
zBe)ZgEQ#fW$&<n8YJr~UL}tre&tu3#=-w><QY83uA%RTJ&iRH7i2>f%V2*en6XvR(
zxS?C^`46pu44$N4M%<7lgHvGcmIg%gWbf|j(Qn7J*Q-NSePi>}MN6hUMe|mTvS3TN
zI=6+mqPHyD7U`EbbFAS|V_BF!@SY$<a(LR97D3`<iJdUGuS;Wnf^vu8LuvGGlUb>_
zU;#2YvaGT)X&^a7k@#G>RDGu~5SMy&4xrN-2KE4CLKe(@A@3ak%F)N$TfWyS+qC66
zq)9_qUayiVo@kAEk2qC{c`jU6xD(v@XC7DB`whd*C<vpC00IR+9>IZq`(CrNvv135
zRF?;4bp7778dFMj$*Jug8Tm2y1g5~89zTuuX#J5gwJUts2i~Rn#;E{5Kjp+B;Arqd
z0dNWgJ>bcGM*tA6E&wRFDp50M+~jU&qL9a7D?=R^LzH$NOo43rUy6=@Pg=aGfXOX~
z(dZ6IoUm+ByymDAP*#BmR*T|Yce<z3?*x<FeH6b&NKdmMi4j7JBz3gmS0}@-L5UxN
z2t+(lg_oIZ(@NJeNv5I!h%mSa0>THwCF$_BPhymn5fG&#0AN)a-?EPqsmpI}$%ptw
zxGE6WRsB{77l%<AlG<dC9Fr02E#{lMhTzj7)5w6cfC}TT_Q0q_zK2;9<8Li5Oo*U?
zu-&0=FZ|rbWHLj!-B2@`OO6HuGQJN@9v_Gw1*0Sc%vx2+$RPCf?4yuRB~~UBQe2Sq
zP#e}fIi~j*a>J+RgK!@}?IY3`QUGu1CA2!A_BG1D9Ba}EO5zo(+q`A=bI9Dr;E~`*
zs6j6#0A~_^U?1>1nT3QxE)M_cHx$5xMKBOCY!PZ5e#1#(%R*MfPz{AYr9mz<Y@-@e
zfV@U#FQG{A7p{h6B1I=-!1xDvZw?e=iVG8yK`~?mqIhEo2p@`)QW_hNG@X!^L3C;(
z;t<26fk-uGMxCYGz_{Y4W{${7+M<Av6JeS9!IRMN6HYV-5UT}FDe(jS7@8Leq=f;W
zZnXwsF3}`S1DL+;b;7hT3LVlLt;A)OoM>w4+S8tm=wBoHcgarDB?)^9K;aY20E%4A
zYX9_o0h})siZ?qMH5!w23eI4aSb8Kz%bq62HTJ{UH~a=wHg`A;bkN?eOo>_@gC49)
zbYcVoB(j>?dzyh!IHNxcw%bP#9{?IA5^yX?`39$q0ERPIRSzP4`m$%AR@%bG#)eLU
zn2(b<F_(zsMkf6EsUvRuwxw?nzCk>hys4F^D^I5`?>t5ZIFhzX0+p~qk3;Ol6m(xF
zF$7N^cEFa$YAFE0<70<iFWlkZM*2HH@?ZoGy<8-qJ?AS}p@qr4tK>{Ee8}Dd8iX-+
zH+?N{)(q5D>J2f7O>~>)Vhe3;ee<)jD%#r(UL*ic-|1V{*}9+H6Do~bVyJ;tiL}+?
z$dR%gqELls3I;b_;uP6j!1=kiH<zdM1AdRQf5pxFP%8evt@t=ceeHYT`W4U#guvqu
z`9X8Gpw;5Q(@0hUClQOz>I3WLNnhsw|Fhg^S9KI{ef*>)z<G~(-wIS3UbQB$E;t5U
z*)R*VtQ&Y5r3<iYx-0t@@Z7kSKrg%oE-2H!{-^583q?=R7SuK0zxu2J4j4@WjfIDt
z{KOa{a}XHm-#}~ZKx_Vhz3i>Pfel~--c#$(G2lRCF=!LSUf_vVQJYduN}k^gOgF25
z>n=e{P(a<cp!43KHEN!hKrPpE(|I4f0S4Zc2w*pN7jTLHRN&MVX!rH>n4-?;O5hP$
z&>IGT%?)5P@vYV3pTB<od<op+7y=wi{`Yl#eW=rU@9Dst20B*(bet(@GqoScR7;-n
zpDYbYpfm7+M|rIP7XHA+qlYb{-+_)F03H?a0$5XA12z)Q-z;Lh;Rq~<f_&y!1Oi8x
zt^zmDE&?|F_Fb9|I(Y?jupKZSfi2Xj>(}Qm)faAv1untUa0L~8z?0a31+u29>eDsr
zyi3(Uv(mu6PbO&haCi6WE2)etWFX7+EFj}Tq;3S9^q=46M0MHn@{7^HBA&t1)z4*}
HQ$iB}ZSX_g

literal 0
HcmV?d00001

diff --git a/_images/10796380d0611efc349d17a0a6bc8db76f51cfda39d4c080e0af81e0b0856329.png b/_images/10796380d0611efc349d17a0a6bc8db76f51cfda39d4c080e0af81e0b0856329.png
deleted file mode 100644
index f3b2970145197ff2516324a186e021f5b0021cbb..0000000000000000000000000000000000000000
GIT binary patch
literal 0
HcmV?d00001

literal 78714
zcmb@ucRY}9|2K?mWfhe@N|GpqWD|-cNmjBd*<@vxRoN+&gd_<e$x2pe$sT2eGP5$W
zJ@2#c{rsN$e!ZUOzsJkf)zxL3=W!m#=ks2l^R|w*`ZiiNS`reHZ6`ETbxBA_i}0UP
zYD)Y|7!CCi{MS*};|8v09WT3jn7dpeIc4tZWasE=ch!Q&{gTVItBwxhB1c8Ugn6u8
zU7fDUh>F_(&liX|x?B<E)!y<AKZM3f!|)mj34=NDAJXRv8COY2Nk~qpD(QJX`kmzA
zsdwr7W<{&5Sgg!gtTHVPqZf@XSuu~Kp2?;4{c-JX=PBY@D2`t!%g(Z`I?w8HF!z#M
z?|DNOVOMG;9^QNNpPp(9T=EiaoR0c^G%?yrHz9U-*`(7X`lI-W?8whA%a2$6rmA^^
z81w#pXz>)M$&s=WA90E`ci8Fh@i{1vMe5(b&`=$45GFph)9d#b5FY{@*~R(9cWOx+
zI9r<I<AGD&U|lsn#0Jc2BZBd9sk-X__(35hb6<~D4LHsG`7HX^)Bo>O?++*GG>HSO
zaksY-Kc7FqK)7ykvOBeNLfu<PSXhCM_|dyb^|K9bJby0ucD_Y3O^$^%E}4S(-Qgs%
zTnwV`miYR-CJstSN=7ca;<9A_{a=hyJx*JmolcI-NcQu3ok3iaIj-pv`L}nz$K=;$
zRPNosAF-&1ub24u^*muaMe9D@KalS>(b4>v7Iz+^@O`_P`EtoDuGMm7eoW)^Y3|8P
z+^&JaXZ)a`2QqF#4rP;)Z<mJ?|6LRf9dQe3l?9FRbjgiU-&@VhALKbv^IE;$S4FH!
zHM0iso&PV(f))S&XMO)aevn;(E^D0m4_BGg)-f}&2WFCq=J^Kr(|fJoBEJ%!L$j45
zb5$dA1NGegs`mB={pJ$;1L}uveExOw^DkwASS68oenG)o8-H6i)m2p$MdG6tQw#FK
z|2>^CN?vlAB>MLDc54R*wQJYJjf{-E-abrBZ2tC*hCWn0h3BJ{n8qGvqxa0r%w`4O
zQuKtd1Afdc|CseOJG83_AGtaY8!mg6o03yd@XE-Pb{-HAploh#*3i~g^YM}Ol<l)l
zKFJz)CU|nB?oYvcE3woUFKF-Izh7=D5KEJvpMNVNVv?65p7w;Q>ig*9?<d_Yr~Aqc
z%Ds+|lU1cCs8ioC&CRG?(9KWZ$jQy6imI=9dLlMDF0NyOg^7t2SJ>8CTP-$)Eqh5>
zg<8qdlK<<Yqk+}c$~#zDpFDp~eemEx>TTPOdwF?@k|s!8Wqzu=pMP%m%i?X9R(Fb;
z{^spqVPScmovnKI?Dl&n_dYw77-Cp(*?joRgM=fttSv1q2AWa-&cWxPC;9nI8K;w<
z1!w2wF>-Qpe)#g`eYRo2A=?h&FA0aY#O^z-W?;~Dt1;@T^IT}Hh0?imEMFhXX(lHY
zTxq;nKV)7PzI%T80e-5Om{{enSF@Lehj!vL)*V?`SdjKvI<)>GH+P!Xs^D^ivb(#a
zWn7oe?o-YabW!zzuU@_4V%Tz}@o})8Q0?8lnt85cy22MqcNiKPW_RU>AHXr&eO^LB
zVxCbvLM`xH!If62fnd6we1d}3uQR@hTAu1zsh)ICOGyckufKl%dii@1aq(D|V{wOx
zV{6HV-!N1kH8hc1Q76^!6ZrkR(U*ru=rrR+jypI^CG0HF+|4lPzF#Ds4x3-vb(HbX
z+}xRS=O`X%h3wUgGyC@H(ua>9Z)gdyPhNc$&PaB{%p|+{)nJ|2@FBK{rGZfHnT5`a
z#4}~2CNCa-XzMgt*lB@pqNb<kn%qyHI4kI&c-|~hKP$M(jD(k5J7c?h8K-38Hq+dl
z7WuoFZ<FKGM?TS9qWO%_{abhLu(ie%;n0WEJbd_Y=2!g1LE^e&_|>ByKaRA`Eobe#
z;K4ckHR;%86SE-3ViOT*4tjjzFP^fGxkPh2yN9kMH>&%0m>nV^*+ENz|8IS8Zh1be
zerRFoLF0&u;11<I%u2$nDtnkCmX@urUcFIerf6lg=c(@1sKke@V^3qh*-Ns&w>W$=
zFpz1-4)WWoVo&C*%vqJG?IhV<WjL{mo}{Izd!JmdzQg|cxw!<}tpDa;|D~U?r=8|U
z&j=g6rtZAxFZZ&1(P+=UeNmqt^*Bgn>mLwirNf^GE!sYhx!z<XlTSWP*PvLfO2ZUd
zbK{$x+V$&4FMoYR!xcrPOzk6oQB>*e{FReB7escFDDGiywoos}zW(WQ6rVxL=9Q0M
zl$(kQ9XP<Wd-qYZpiI<)X6v9TvjF_5u}9h3S`hV&X9w*TG48nLjI^{ZGD!|v88LYq
zTjH2%f4K~lO~0!_EeUt5SZ96k;K7pr=Je*kP?Q2!eum=sSgVy-v$9(GBkg_UWTg0o
zR${xc8r3y5-nXdtTGv!zr@ej4apugK8W+tKA9?Aducl8XoTQsjP{L}-LTgBGC@RL!
zk8jY@(z3m3A8{`uHPd0r@R8?66QZW03+$Z0PEb@=r$QCtjsMKV#&#z<I$FLlSvw;T
zyQF(EL{I3rvhvOT!na?)YD-8-)r`3+3$yZzh|tpp-`ptgoH&ldJntok{-Vmq#K+H1
zEW^{GD`VT-4i@)1;LQ2GV^oe#PL7I_U!lI}GfRO->D+B!H1O?8a_!HLvAg?=+HKNv
zXg)oe@syQwSfQbzd7VPhGEO65A`)-fJ<jlH<+n(WQ4Z_ng55!k<Wy8DnR+d`RkVFN
zjWkj9X~AEy1O)}#CnqPL=jMhgrz#p4?7~*V9+WwDthuR)q|j&^PESXNzMj6m#ix7w
zedWmwgjw4<I$CaaeEW8LeB8$B^5vG15TPq^j~;DJ)uE34NFJfK1%FA`J^IwreC(sa
zx}R$(x_e#I#KO{OT2$V(5pC;2qaK&f2bWeRa${m+Yr5iVa2<HMs8z2MmVM+=pp`Q9
z_#`D+Q8=iv`UR&S#fK^Kqy%Rj3u43t7>%;CvFVtYY{dbgGbOf3P0f~f`T~s9DY}{X
zM7wWlZoW}hr)Dj|78Dv<V=ckQ$453WFhD}wQd;w^#l=PWgDbc(!5y@!$B&beSXf$`
zi#<qb9ZS*AA|=t!V!=apm9SS;CI9~YyIG-;q4VnQ$~)|umHPz+E4v*lA{rGoIm9o2
zsf;^l>@?RPCC+Tpbm7bQ?r!r#yLe(hGIDW678grfUAn|8E$#V*{AsuV2Ysl>D96s7
zR6i=>4leNM7#oL)U-{ZJa!6KI_D2#mw&sf$FQO9@>9By<d}Y1#^r2e<s}!la@!)D~
z3KvVZWwq1ZKN);%`t5egK+-agX*DOOL!5bANW>m&#XsQoP`VB!HaJOh+=_}~7@gf3
z${@c)!l1C`6t(O=GFTg?aq=V?iPe=WL%+Wj@Jklegfj3;N$n(YT3_h21We+8Gp&eX
zpsDC2leE-Xu@PL<=S5drTU$I7dCck0&l6fnGDlKYXP14f9Uaw;jg3VQYo0ivgiXVq
zDn<VME2T@xBi6T5BJUqQWW!T>|NecYLs8)8UyIatzm;6uC+XO?wcPY{ZknMmYfw;-
z*+6wL(N4-m$DbKqxDfH^5y$J-uNBjEaWHGl4k-%VS59jVs2Si96Jy2+p$|=Kyk6Ej
zWjf(bb|b))n>-*Wh#Zgik%Ir@#U0Pv$DQx*Eb-s;(@K_?<LQ3YJxR^LP+xLw<j~cY
zr+)Qk{1YSCrK-nVDXsd`NYPE=gH3bmiRVb%B5g1k7K*1M_hP@L`KF6=iHWtneK5|j
zcE%QLF%;DUm$x?e22+z<E_lGoiKmm?NF|@la6>VmHf(2&MSe<33d!6^BNYk9G54*g
zDAL#e?BSrN!ZRiL(Uhv9p`oF8@+2)ulgRNqGc!(m_Ux&|4Q8}f*%Y>rsoPr$>U0w=
zKS-Gu)pdMgf_DdP{i&CG3NP=b227<YG@3l$MWQIUgHK3^mie}oNf`S?mica0KnBnG
zX7yD4EaxAUq(10jf}*1JA=}u=`0QB2D1endeEwYXx8FYs4}?HH`}R>)EY*r0vaH+s
zzP2{MT9QnMWq;{NE}kgr4W1Vde!=SEWMKUeDKB{_19u%-V${>8d)DS#PtUuTmX*<S
z%WIYK;*7pq9%g@ES7*`x&ex#WiT85j<B0yvjlZL#qlza^(Ae18noB0;Uu_i-ynj;o
z;yaGhatk|3uZWfOI>;=&ADK(d%%s8k74`ca!@-NWcQ44;v79B@f8%=8QEW}B)@P>z
zfzj8N=gydz^b9S{{rQt;-OLAk_rAW~vL<AkTu(Y0aFpyHYJ5L$?8ifneQ&u~4>bJ>
z(bCWe0Q%S_)e{gI8EL+LaO&-xHsB8>0paz8SkU$!`z{)K%5vHDz1^LfntCfNtY&q(
zqJN?Q*I(h>>()t1g0>vm(_=!cnY8pS0_i9zRpkv!=mXtf(m?$i+*qAfcX1ID5)zt0
z!x_XwHYl`dzm#kH%}x@<a_~o0AOS&8JQ&&8!&naJn~k-kfB5i0QA6WH@vXLpA9R%W
zp=WS#gr{r94}OT@&ojz7^gv76=?4kxL8BmSt0DYMl2Q|keWxEkt<5=RBC?Y&h8mE=
ze`79rwppEf0N-S7V^d9R;{9iz0Z5y7zp?k6F8@2aV3MRAn)`0$PG96lt0$dQG`u`P
zKkzNVtz++-)6|^@swwQgy-GiSvSzp;adtc_cW{2J_13Lhm4%(Anq^Y9Ha2-S?Ls}S
zt*4~@H)Q2E*RK8i^=qJtiu<X;=8r&z!S}bfFa0iPblO<E-s3aZfIDYF?IIz;rM{Q@
z+Y?B|?ZXHZ2v{ca*neZ$Jb5#ais4B~$!_&1u3BK95YQ#IPLpffl$Di<y3*snxxUok
z=og5Jy&{f{(eJl<@MXn@7fGdkQEvzeX=z{`3T@rF+DA&LH<VR4*dI#WCT{5n?kVbZ
zXD@LYP*!|1;VN_D!UfKw?!R{}|E<_O1^joy*H;e5ne^L+LCr6hnBFpvsH~xa?#ZXG
zU*GGRT$K0UoGP1UexRj><sBOx<?)eE);o7Drebq_`sbYkFL}74LOG<J0!Vn+B0?CI
zKcuRJQj<LCoS@+idb`kJOipstZG1=mH@lyxtyZ7o4yvZ>GAUDM=H%>+iHZ4nd*5T8
zD_<Y+qJsX!lI;-?2r;?VaO7!b=ItFjb}%M3s5NH2ef#L?vuAg6jEk5<Ym~5EG?bJ`
zuiD#B9u94kUk%^T0=|gR*z<F)QDI*Yqf4XQ-{{q;vfTPvu4C@uP9-K5Mcud6(s*UL
zq9l$SS=d$Jv+VN9Z9-p}ns=fjhd=9l?$qq6u|r9);Ep?fjn}a{q>6X$-0^x_;kWMf
zL_h0x=R|tH=IPV>!dMSJ@n7_mRTYSh@n0L_p7*Yg;@*e5m>;=$^X3OU(WdE*Oy3Ls
z>kGac4k@-4!j&&e@|V)Hv$vj>oh5&_I(4kat@8p3P)1sDNEon<t?dCecJ}7)-|zhR
zVTN*JzWDoFjghhW?hA1u7ihEE@7%meHoD;TG(DYn?_LVPs*2U#>86g35N^LE(i106
zxHf%C|M1HNXa1Hd-@UjvWuf~P<87HuW3D6{#!N#yE0!ppX(!!z^F|VQ1wW<APLcpK
zu>z;Y2cBtbYuEL9^hfMV_F?v3{H>&|P4Dn-`SO=XM+@rT?G!dp+)TDHGuGFqO!@5V
zfo<&b=i|QlU4N2ah`G7BJ<rJr#tndBM%l|GX?x{l<1WGURdRj(HrM~E$hDI+Wvxe_
zOs~GT|LkaT=9=<&59tMwkG3yMLN<Cp&1NPpZnAOv&NC5;LZail2c~pMf>145_HEm?
z&2wceV>ZfvZOh-DYYZrqqGdO!SrQZvj@Q@L@`{U#|41Dc=Kl=x$hdQ7s7ffkQf{Z^
z$GdxhX*9I7RKZm5goVY#$A=P~$4X3zhY`Gb{(Gd3;QQBCTSt=*2nmfIDQs)gTk(}o
zjv5`cR#j62>TG2(T)FeO=hY=TLQNoQtir|;zkZHU@cE0rEDUn<O(~HL7WqG<DwelN
z+I2NecmPZiryqrqmX6N**C{c#3m3=be>zF~zEf|Ppa{sV*kBW_SQA^H<KA3SUmHJP
zQT<rXdj_jMFqV;AcO}`kLo=ve{P#n4O$HemnVAp#Q9N>ToB%aA4_*0|^?AV&MqLVi
zYtm>cTQgd3<4jvD|M`U?X%=jM6G%w&ufK7r>;Cl(oUYj#1_h$a68&q`Mo{mT0*mia
zMl^0Pc%s{`bMcbz-MbfLEksK|<@j+58yg$1bOyAGA(ZO+_=|qG71jnAJpcB3c(1+l
zZVEHaRljs;?}ejRK%oT>9<0TJdzGUDU;dInn%ha2q}@63S5IOTDBJtXYKyPfDbQpI
zwrwxp{`tf;osphCfC?k$w>GQZ<2e-JOPLye1+oi;;(6WQ?2d15D6Eg2PEhcdkK|T}
z+%0~2tG74qn=OJ8y9<H@U|2OC0Wb4yGHKhmd}Y*0F3%sN=)uB<uY&yi@wh!_s;CBB
zN(ej%E_GW~xij3gtQQ?3koIVQu`|D^-|{6C4v>Z|x#f#&TPe4IAPx==GVb1eJ1&m(
z-o1M~!oph*A3jVV1n2g1=Xnnv+~!rz6-v)Je(ujC2*h#VHuS^Co`W=i$d(NckB|h^
zb9rwCj;Rl1kiT_tbEPx-qZP3>?|fJDEbHlU$OhhYJJfJ`^xPnJ4dAb$u`xS6hjhTz
z)@K9gBXs~Dd8ox}%Z>j3umjGrd6&q?fthLlP4)x&*(qDD{&qhGBp6<3+sU_oKTSkL
zgtYI9ghT1rGp58=jmkUSjU361p?~|l8BWVD?}3;z(|-Qq!tQ2C11*8==rT<`J>kGm
zfO(uk_wPhFJ^Jx;c(~f3h@YQ7@N3kT()SH^lKgUV<)I6wFEA)6DarA19Awq32+rJ`
z2~|i*Pp6pZ%%zI|TuW33c86k8wKOKhc;mA<`YP$V1T4YkgdX7e;|5hzSJy3+u56=1
zTL0zG7rpHMg2mU>MX*Cu2p((A7{bX;J+@0LQF5DlBuCZu)3P^?hq2yZym{~54uapz
zkM#R*`pRyu%`Me%Zv;GhCP1w7#@aHWE|3s-u^t3AjOc{~JR)j^efOJzl99)B?=!ih
z{Wn+p4J!QP*2SahRnP^diihZ5zj?zaE6X9(=gI&0`tSp$2aOt4Z{9BNKC7b>K*i-r
zl9Q9OG?%;?p6F0|wTrI}6z$WeldlU4n{St9f6kX0$~Vlc8BjzQxO?~Ru5C-eeP|&7
z`>tLAiafg(k6bM@B4{5D<I>WS>D4`YeMzRd+}8>PGXEGKKYl#^Tx!sZhHqV6T|=ps
zhg?PN-S_jmoid^S{jj?+Ix>=;=;H=&JrC=@G`Zc<qMLo8%>9ED8Y0w&KY#u>4Zf!V
zq8j*gAXgQ_(E&SQm5|TBT5b<2r!oT909sF_O6h^6x3so00W__wcmYY_(TX3sHVo+o
zMf_`?LO*V*)70BuquTv<*WnMp{%|op8Di=<xGY``Wf9x#*c-cVH<#x|hJYTo#0`$o
zDN}=>6GBi~Z{*LPR$r2i#oMcWWM;&H0qw?-xBqyQgT7R0LWipw{{}9ZswdQpZH8NT
zuJ___uM!&xPS)t2na_q9+M1dZ_n#eNgjV*9?nu-~sGfe0pTHw|Up5BW84~pG8I+r$
z@3y&|ap}+6ZO)*@K(@k;07EgCnzAyVRriRwR@RF}$7c=mQ50zq8SIR-ckj5c`4S}U
z*?i>t6HFL}=ay@{X0}3CvT9r8)aWW}A+NV79GtD^{<m)$5~VBwIci?iclGr};##}x
zB#CBv_;8Fpe~lO)SRi$<vW&u4hoaWrqR{UK`a<{l<m8eZBERG7-@jMwm^eggUTaTw
z4eLnsZk<d$Y4pnI-t8o25^T8g5Ij<?hZ476%2rj2wdj2Oq}O~I+$W=z=C&$?9|h}}
zAt!0qoijjfM7@Eo0Sao_a>sHv*Y689WEKVAtZgT;oojGrLVMi4+Y~;5;L_00K-9nR
z-Qrywg$|6$KU_-C+q~Wic0$z(Y#d3WThiT|2w8-LM?rxbxD21*&VGP#xSw0K7Jviz
zb7e2{?YhFkY%unAn*sMS-uowGqN5c@$`+1axv~#W{OW;&A|jCvRzf>y3BU^y&A(?)
zkb@B<9(2~utR(G=Gs`{zWqf<~kV9e(GR?h`Q%pmCz+rp%+qbgBirfkhfB!)I3KTo}
zr;XmSTzYzXDR17eLJT%|=W{(*XnZ?oZl|V){gjAN{Dv0w4Mm>Oy~@12yyZb*D;2dC
zsT0>+N=%IAOX*S|arZiennE{CAh8~p5b^Bwr-!f+yPxtNyAEoPKx}GZAq&*z1hGpe
zljjNzgaJa*DRKa42pae0%hTR*y-X2hYKU-PmD&0e(Z(YCchEv$0EHn%=L6$cM@6@-
zjkspuoXCUCAUpehdl$-VUiJ|ovRB2$yL2;mz<;2(u4&G{1MvzX+ka{s1h;Q?&kkHQ
z5rVw^N#`IiWyGI9E~@J43@3sh;w6(|&7kOez1<i4F-1oZ+B!~1s*a#qFB_ohafl>1
zG^DO>?<LtHT)Ffw4zbWu*x#tFtE&b;$!Jx|(cdy^Xn6*TWmY?29B6n;m0%!?Aof1U
z<*u!i;PHThI3i~h9EEE_S&C>Xp$<Dw<P`BqNVpnwJp5)?2ca0(5PkoCaB*=l&2rmG
zng>;8DVs+U8=&&PW_+5Fp^~Zt)gUtSTIDYn-WUzat&}b@Nv|~~7QEWp+p8RkRD|v?
zG9H66Wg+DN0-x3Xz2@A90VhTdj-Ir!D<0YUwz)mosQA0KhRD~K^*Z3fKwp7Dv6#S^
z8hh^Y%BkukXJktk8b!cRQ1X9#={Gu-bO_^3kG|`nkvDzTX6r+(PUwhyC@qzF-fr^+
zyGN_^b;uUppm$YgEiOwY@-kA7vio>>$$*FMVg8uF{OYq3WZZP!1xCt@))QeRkR^cZ
z%yD+A&I<0JrlC=?wjPZ>*j%OPMp8Wgotc`v{0_(2;@&B)8=88|?oeTp-2}V4yPNy^
z=#{A_r_x)fmVD%clm}9x4x&{6NY9suB{pDtaCc55DX1GbuQK3b_Yv+C;dFHY60UDd
z^_Dr;Y?G=)@5E^!psPdqg8s^1z3vs<2@Xli^gaQB!NqRJE7^XJs>~{L{nu?DNjsDE
z`~Kx*6*ZN8+9)L@HB=o;2Uu+I+PXQ&Ny$r=3#~^ftNjVKHb@-~hR#1_{GpSwq{06v
zo+m0sTuQ9z8m%RsynIRTP{a<>fl@>$=;EZR@Ej6kk8(;H_bczReyV%;(<dQ_tR$Iw
zcOd`6T?2Qxq?7)PfJ1h@r7Y}H4)39}_e~dr?voJ+Ld5j#Eudk${&$>ULu%-K0HfgK
z-8Gl8Iw#JYJxllyHQ)|Uo;+!synN-#>4ea>&o@|#98hG4@2XgCaAag=ZW;1$Dd9lb
zuN$Zd^}f}OKbg3>qadLTeLXf!PJ%6_l-5kR4B=nq+A_};|B5p{bp4OjBROwYCMKr9
z4OFW4*u#(*4_*4S1Hd$DBC)*JK^;8lwb4Oz4xShdMi!P}Tn@j4#692dQ&g!sT`Duw
zyg+?THigBWvwVau5gpBluJqac^BLBJ?#ZdyclhJ4Ku`IIvA6dzJ4vbyk5Jm!vk%<T
z<Ia^h)d%JfTAi{o8P*$pb!=R~rtqPI^7ox^i0TN4$K^Y=!iPc&x>%zrS{?)vLz(Qi
zvcDtSFcA8rqCo5oK!&V#2&mPL;|*XuUWQNYUTE+9Z8%zYhvk3{q`P=iFB<=q)?}}B
zdB}+u{g(HxUo$k^4Fycnp{GlwhXD978f|Gcjyw<|ME#fP9{c<`Av^a)ybGKq+My3U
zf#4d-Dk}L9CJr0Vv~l-3RztW3I>WZXUQpK8XZ`82T+BMrd=uA`s?#)O1j4K!(bm>R
zXoe6P>xZ`O&)7O@Bzo_o)$6}omZtmj%Z_~Ge4s@c`?0O2T;}MxTMt^*HXi<RDS_sr
zqNBq&K0Z#Al<4RtO+6@Y|9n=kYtN14k#&c;2&ulx7w59_uFqX2sl3)Gr(V>2{dayn
z$_3a8O^$xI<6oB)%?}2LC)gMB-?0CmF7e`uFHk+?p{AA=G7>@xdRaV3D{TA*nk@IT
zdQKTvYC2Y7>gS%QdnO*eZl2JP2^CNF&j<cMR!JZ*&|_lnoPDNM_2}rey8C%&8h9F$
z6{37s7Y9I}08)uIN|?z|#t13^>y+gU2`_6H1i{0OeX?+HZqds_oxuKqx&)*bXd^*O
zB6OeD-rgR&A{3hs@(7qWr<~#W^PNM-GITRXLlZVSeyOnqE8qC?MN2wK8)s}msCun(
z3&Rfr;Nyu?_H^9dzRxSdxWr|z_9JQ1lnHZwX!XFJ_!T#f-AZQ4{&}&Q5a0-qOmIO$
z8RV)khE52yh0PES`+Hz!pvK^p70u;_hrx@B?xhs(;f*;#-ypZszI5qQ@l@#qaeQ{L
zuq?PdSP6X90j;R+exVxSvxcgrDZv6pox`DxPD+XZAy6aZHdqO19BIvDf=*_d8~>6K
zcG+maHvh@1*jEFyo?s4I`<yeLJ!^6JsObpUK@>;AO-4-^s+TsvwM{;I`iJHI$-VNc
zzs0fWlsF_@ZSJp)>~pPk?w_Q{(bwGMU}h#m^%))>=9*aUJ?g*Vle>KCf!HN$sv}C~
zwK)uL9Qz|LeU2N5QRf<)eFr5HKgZhnn9EOULjOj`gU-z%@3Sk2v8}W7qJB-|)bHN1
zofRwXxif^c24cqfx^URN%o(Z#;65RF3<<pL|K&pTc`!&IWoKt+!pYRl<k&fvJPMrm
zokbu<!#WkZR$licNb$OwfGJyBOVYcR^SE^wQ!>NCJ3qa+tFecWHX26=K$h>=|1Lm5
zwyw4|6^qy(cVzeO-Evbjzde3d<PCOE=_MCHlWLi;-ceFgva~kWct%&33;-GpjcjyW
z+Gn(h7t61auKOiXYWmf%B6U^r=GqnFNH2BwZ*=hAy2Jxc3hRvL{>l1aJT@gz82j}7
z_fG;*(twx#_Nv|$3d65{2>q`L(STnr%_V_b46h9(H8ts=_Wu4}NGFpN`EDo4g_rYb
z>QNT;k(_|c<?rPoQe(5p_1QuuJ0~eDC`b(*;MA#8zLc+k5EqZNF#I+g3kBuh-I{TF
zdO`I;Vq(}xvOgD5)`(NM^5g<Yiu>eu3N*}j93r6R;G3fKoH9ZD>XBwd<y+z44Wc&&
z*jKT!8BchZ4;2K_k0$_s_+ls{#Lk5or|xYdtP&(-BaE)jY(XCy_-44y_`;VeN%i|D
z(+Srk8n&1+HCQYUBefG8UtaL_D7i(0Wc}YaDd?Pt1HU#?Gw%)2eL|f2AdXRbdb;HX
zuUmH29b*OfEi8n**$0u8YkK78Pk5*UIYoWd;F?Mm3LaA?qpmV*tNojG9XZCK<^99M
zmwTLQwqa`v3JUJhBQ;3*oOE7Kk36s{fP#*7Y1?@&dw9P|A^=CxckkYWuIkQde^b$|
z?OFCwl(g87s+|KIFVoNH*S__>`#rSX1~M3D+mYRHHi@=?UQARSEv+C(EWn!O8*cTS
z9z3{c(eim_60@PY2x47KeHYG|_%5^)60r`5DOljbcbo(W4hEu{45MC(Z}o0nm+dR|
ziZ-Lw?^&C{*9}77oSuFBpXTrU^8*uN1NZzc?qN0uUxrIGlh@gekV05i?mM>grq}nn
zPxTxf-B$=-6-p`(G<xh(%U4_wfs&Gv2<W`Cb>wT(XV&LQm99m@Z%swv0;9rD)^TKi
z76UBO&D`Z7+qF9Ul^lPAVFTAJT4PV(`0jcfH2o|jSab{xPmGM7!6E(2_y}j#2eMt)
z8+&#x|21b+TMO7_|FAl#1UB>N@87={{BSOF{~|O|=SDTDSj8JySYf#97g6R4E^p)V
z{(Ts&?UK$#FJ)?IQ#z)mkso9C@gF^UU5l1rEGIQJVZq~f!wvaa)c#Sm?tc;{3&ojy
z15VPT8b3a}MVt}Q6w*)?W@R|}6HXCOpP%6>moSJIOr`*M&JCAgS#j&;oPo;;+Xo)a
zB0IHMAI;ArRXehONmBmv^%f>NEpeQRCtj9OF6_?j3<IutQeMtUw^M{e*Q-(k<_*DI
z;Ua*!;)FZ)^fVbJq?UcYYcr{`U_0kw4-bonm)D&9%J*}7_u>S?F@@zM_P|bON?wTR
z9ilTpav(~Ue^ReKskzfFsKO$@fimLUaHMnVxHzg<hISH6_A10g>Uv^h(TflrfM5&~
z7XZ5?yyWPsa1lLCHh9U{nu!gRkiqf|WS>3R1Qdsx4;kspWpOL9Zz;oICDAc4N@arW
zHb)LP@qg(mx#M@4QF*3bVS~xBe1Vlv>3;tFxpn*+1Tc6Msxb6k6%^F#F+zV(hOP%3
zKp-zTJ{^A>2Y2F#=No8+J*u?;quZsQEBg!t725;KU7mrktJta{%9E9qRSNDB><j@S
zF7f*LYXK}pXDTNa20bcPITxpT!$2b8j?<4{gXk;mG1Ze`d~wcG7Mt@pekI|2)Uupc
z%+!lqd~Hz2q*oymqd^XKUGPoIgOi&s#{XXW$6qes0bn;gtYK7Z^tvpkUSwsRF*Ljl
z%yanC18u9W0@-S;Mz(PgJzD06#zu7?pS6Hw-k_A%uXmtVTpRg1S@fw!V`y$!=i<dE
za5|{z&_6shIB5+8SdphP%83)ny&oO@L(1tnxF&Ge{6k|C6OLZNIOd};^Aj6FAh07e
zg*$%w^l7-!F|HemBqb)=8MGSdEu^*ajU)UJ77Ggtq5P{G8GTO(w|;D$Hz;`%&;j}n
z;ZaIMs7Y~Y#vz1|OxS{+vxA2RhWUe1;0WQmNeJ~2i7c-#26u(|Pvb1Gv9ZC1hppEH
z_W%l()&sHhMn$Hu+M59VMokDOoB`?tKKV}ZVQ4m`*&3=R4UBz|jHr6?@i-2I8_Il*
zg;^mFk&e8F@q=my>WfB4Ha0evU3qxx0SEq|nt@7SyjxH?e)m`S>o^<(??pQ5CSyyQ
z*s8UKWTNxpZ$m;=$;jZxUT<@hOr!W0{J{o+9o@O<E6)w|L=ATh!8YjhTSmu6kV~n;
z=YUfsK7YAfJ<qYgd|P#Xv;NO@hyS?pg<ltQ^btwGfh$+9X_z9|@`a~F8AZ?x&%~yX
zjijlqjXd8VJTLDMI*&9*<l#Az<At-SWT$|E117ElS>L{WyUAMO`Sa(B#HwGVKE?zs
zhaCOCcw=P(!8^j1q<=9{*y~V#T45dOpPL{SQKiZ6ytR{za_Z21)O@wIurq*wA@`UU
zbzdELVv6uo5TgvqlQNz&Qe{)swF6FO`39ple~>3(l^ef^lZel><}MXM(x&Rp3p3Cn
zdPD7BZ*XDh^|K1qk3ioK1cf%p>5x~jEHv`|6+nUX0y0darG4RQ{CEO7P~vc$V>E)0
zwZzvQ&gW96c&OvwS*5D$BFzETjGEiZ%5lKy%c1;fZA%gaiwL0>Y~UE2J-uF4?1Qy6
zA5~RVo@2+n+mgEuveLoRLh!KO=W6bNGNB6)2_pRY(TXhobFgx1fR+IKWW*($M0wdy
zl0WL6B!WtaKT##kb(ZT7rRzWWXr&B40Br)b1>78;2R->?&TE_-Dt5g{b|a<V)Xt%(
zEFK99vQpzB02hc=`dP>A?1Twz@aO33*Af6k2@RKVF3vP0JtdEXwn-+{<O4|&GCM@9
z15R5Jt_Z}zAe_}hyS8>!_$!E*6bFE2nZbovFFg;{%Wq|DAJ#zYvFvrd-b1}~htJME
zpze4GpYEVoU=;~I3%+d?iPsEML81Uxi3<3<tor%;EB+-nvG%OP0MmNs&({n%AwUU5
zWS+5nHd^B}i?*)Neb8#x;Jc9P5Jn;(J4!TMbRT(zl;8)Mw0l*6#6b2cZ3^iVgcRix
zK>G>P7OK>5HjXXfo5$LB5vi-;L`OBq{zNhXECG~uaA|gEo%WG-Mos3~3<9(hm7?WK
zSxWX1JUd9St+xAzAOoWTgX!WEw~4j#Z9RSJR4`Di?(Ova5QCm`4EbfYO#@C%WPJ$l
zpm$;Apcg|ML2+OM4UG5w(zb=+lG_=mAAZ4lJdE=%D!P1SlN&Rx{Xj2_Iee7Uz59df
z&p3@*LD8&TcPoz^IWmx6&sF2m?@NVBhF<0aTO~ox+dazpzx*CZ0D^{Kq1#WMJc;Dc
zOxxMh14zEOr7(<KLDF_Bs&5{wQh>j~${Sne*%A$er_TStJpkGs@?CL-u^I8bXWyMd
zsI^FrouGS&P6k12aA@f8wc#($2dx5wUoDpA+8<5Qc6D_HksgGlL{ciFsDAu7ub7yN
zfxoR#akZUf>!lz6nEv{+oDWuF30lv%u8BX;a+NrQ4Xh`Weo(ip;l}EQEY0ElcX=Bf
z1tmJW@+V?!UKbTH81-O1Sw&24p?~?n-y$?4XXnFvm}#ha=iNFkbfKI&EwrEiXM_=P
zIYJsiDn!A;!XnRW!A5{#_DaoCnQeqKHSf~;w0{(sCx?RH+w%?e@5o=Krw4ENYiWHE
zZ17n#wsj~<{90&ZZ%=`%I+;$8a_9ne=^9jQIL`?QyO1GiYEHyaMO_yZ7FPB2l(r{5
zxhHTZGlEM{l0X=6cR;Op{wr)~XMu=yarfYWfGR`Cg{YX)If1Shosgj6C=R5L*5Vp{
zLhBCsZNs!=+H3o}iyYDAWcy&Ptdv8}N6-lS1nsFb@|lSURdQoJL=qxVLO4_;|DGq*
z7|*fvcw`!0oVj=<nL4k3k)*(P)!hd?A5C-mZ)Rax<*#4As;ng}0RDYLw4%s+a|)4B
za%Q2q3MFnL8`ub21wav|o}Z$L!}i@G@nNXWLBYYi2M*97Uk64)q%m+DAP|J3v;~EP
z&===`%Mjc_N~-llPiAK3>%^FGGDV~Xi7NzLm-*@6^7Mop`4OmYsQW+@H{@nW=7=Qf
zuTS@j5&9;;FhJZtR5A5#)dBa5c8s5C)J5_GsRDz13ySh>IQg(0nGp3l1WOt1uG+LL
z{^L?{V8nJ}r3j%<8Wi+yZ0veuy3oN#$2{l}a0_%e$z}~8MfByO?)r$r;RUZ$JcMTJ
zroKMy<O-nLWcve2ii|sU1f`_#5X=n?0(S~I$~8v^tpEyD?m5I3zfEuHP3N4vA)>^g
zAzf2b6Z7z)%zWT(C0xub<S{b@dOV?xI<L%Mwd=|wh2vAP_DgiYRR(&fmukDN+_tjq
zoSfT`yG(1Qj!>&%HGZdM;7rFz1VOmGMtMPiq!Q$PR|1BNjf{}|gL`lp@XMxB@T361
z_j?o`oZdtJ8*7Iha~?EYhM<g`u_6znVvfEgYO7s6DJ6(8A(CVBpb!D_0nUv^epgP7
zre9eqK_fimy=eD#X)uf=fcW9i%ctMY(Gw{YY+9MqE{7Hb_nmr(c%zDX@T;v+`My%@
z`+km$SoW5>EzQ(0P_+jeL+Z@Si*`S*rlz(M@x<yT94y4sxDZW+RKr#vwO^<+6BH6C
z6s|SOkR)XD`rnWC!SDf)Nd7wT#Hj5*+oqzUr||~DRHn6!XV0FUh1weCeq5K6f<%!o
zh6rha{vHb}f*T0x1M-WV1tdUtc;bat_3YWj7X%0m1wP{p+_oRj5*^r_d>{`JMeEwI
zmRCf>#T}PYVE@70J?`tfo*-21Lj<S)bErv5Sw}~{Jg5;Uixh*Z1=|3apz#Yjir^0V
zqp7}62#Xh9NRz^`ByE}R34cO#76j3RaSmC94Fbx&|1NfYB|KxZDl(D_WYSk#_Q1%y
z**L;r(;J(<4_8MCmR7v@-F6mQ0V_(;X24K{8o%~q+1q%Ki+ApD(A>CIVgeEy(Cff0
zemp_676L6+4oDgjGI$p)fP`O1T$RDovi9LwPxO8O%dsFE0h73fBZ~nJqB^VpN*Rb7
z@kj{<Mp*GUAB<)0lTYditr&^{k(L6$A(**2_|QME92Im3>8+&^h0WV?-iuAiF`s`C
zGXfY`fQDN3SXPhvbDmRKuNATiR&dSVPb|<&_gUmePrqA@#HuWDUMcGSxUs%^0!bb$
z@r{QfhaYHJAt*<LfB;4*?8<Ib<Lgmo|KOm<Vg|tC&@MIali?ulAE3n7|Ljjuz_Hwa
z@ZetevfgQFm`vd9hj(qoR02~`H)r&^tppoi%pIBlrt2r3T0CjC4w0yLe776|JBTSp
zLlqqK!^;b0UTc2qD+^Xg69h%Sv{lUQjD>a>15s{!s*VOq!ABzYHu451>I1N0ecKW7
zE?WzU0meVcGE%}S7Kqsq`Anp!s9pyE7)5d(qeK-))@<vNDjXrFwIyf4`=0^~oKO+)
ztQ2*1Tb{?ym+pXg3D9ox){_YY5OEIV@i-^19uDcAtm`ZH&i7gvcRoW&H(JUyF+LuB
z@1Df-A4yXbDF_wzRu8+Rd~&3qE$Tj1b~aeqJZk#A(<eu_(@k7jW^wS)8ZNW9c`8#w
z)29Zqn4h0NJW#u9{K#RpJcp0wGl+5xww_j~#T`=ZkOY|DzE8VJ<V_W|W{SzZr^b6X
zn_v34><8!pE_j}qsf6YfCu}J8{7H+jW%9dHo3lyVLk_q=-BDqEbOVWMh^A=&@#pd{
zKd+{AJ)Xv_j36+TUA&4LGjZA=LRwf1CU_}wW`%F?S4s~-mGwjjlQ^w(kQV*wkt!#g
zVdYe(4`jz_2-^hm*&)3x-C&8ZhHwp4Xc+b3dDqKL5h}FU+*r4^wXK11P3X7!T>?CM
zG&v}|Bo`(!!I<Tf9q(P~pg<xO+BHgsFze^M;UgU8X^gj3QQQK*OSS)Qvl3gl^U7+B
zUB4#;S6FpQs`p<f#FWIsu{g$?PoD6BF%rI%!ONfl+DAYurlwp-^kXGjvdFuv6{(d}
zRJPD_$=(8CvcN1z@!*{U0#>UWagVViXx{L{O8En826p|~!oD4f?{^p2OXYWtt`4~b
zMIdRU!o#@r<PV6c0;e7lEpAsto%!VS2z=GR_m>L>5c;nFUT90jvfB_b3UIG4$qJjV
zI`l(?oFE_|AQ)^SQjb+p@8#B}R)RS~=*6#Ii4i0W<^o!9w(YMgl*ovfh=c;xL-P1&
zb+dJh!!0Jw>(y;lJ_F%6)AZ^UKE~<}-+sVu$wd3gYv7V#lxK{MyB%|7<3zfS6e+zj
zuc0L32%vzwoa{6;=`e=?Dg8;nt<PqiKM*#-#wQ$}FJHc#*~x(I1~#1vj(qj%RY+iK
zhQmsy$e}<0x1f<g<%DqYLrS9jKNbz4k}<3nHbYvOB^U$XWA%U&k;n;R1o(l24W~Y$
zjdvlyCRgS5)&RfNEQ*s|rPIbj_gjMFsDunSSy?H8SOJ0wBA`W{5PrO?K#W>``RDfE
zedX+%OZ5trud8v9#1IkMRnx^`#Y52)S0vb+aVi1aBTMt#Je2+{`w;2d{rmT4=S7?)
zL<uNn2!!#8i*Luc3NhWZQgjB80=th0mY`FizCM5XGNiXpJTx5IY^I(vrn2Paxgc((
zIn>ewD`N|E*}aiJSgc6LPSGy;Va%2OlS_C+1R&vY6&01r;X}=4we}=f&41M$37~-h
zCBP**LU{pa;Xg94vR%5|GzzmkmH<B}5WCKqUz6sLMwSvNoJc2Qt|x5rknGoGNa6(e
zfae9}0<_4fq{mNX4yGr7;^>>Bs4wsv5eby5Lp;Dp>-j=)>Pzp#kZn>ZzQSdm7T;^P
zqwV`s)QuSq>{Sf15E(&qAJXK{ssV1AE5wjkoUucd@88}~h>PE+4TQvW!I}(7<#bHO
zpXg<^6X`M(RJB5HDPD5Km5QAP$Pl|CjH=||=Vy*y0QTC5_X55LE@M<yq)uJUAic1l
zQDP#3lZKw?o0h>At}7a&;cCb`A0GzE3B`fouMF%f<oDq^Cnx6{<&+EcQBhH~`hF9{
zrXuFC)DPAnKtHj7R?$>1XT)H0uhLCHO&~aD)vuOF031LrbFGx)I3E-9_U+EIgU9h;
z-bnQB%^MsJRp+`+4q)?gaWZOf(1JMdiBeIsqI>o_;eZiSCrD1pm>H49>e$)>jX);n
zZV$=QQVhPszLgTTH)uK6P0Ez`LpV<ePQY4g9{f)WAaqN3_E<~g8urO2HVku-ouE#2
z^n&REpa3j#GM%}qsw%wC4yN?Lf|vL0EW{$DQjqHZ`!E)N9jMd$=WE~45e#Y_Bj(va
z1K|0RLP99(r3bss)RVF46~fTY1qNo4p=vec<bEu8jd4i(|Bb~?0LO*^#)G`q1^)@k
z0}ku|rmG-#sGT{}9Kfo9@`aJBJg7`et9-h)WB{9Z;AwZePEaf1w|#|&_ThsDQe%;;
z8S2OZKyjmc0KEWW0f~_gfQ1*$H#0{e^a*eRs6$+OI}Y*&vC5sC!J-=(8>0k~g8rZ`
zBOT!7M;mPMrATz#l-d9j3qtn?QM;ff6G222sG5P491#9cMA4ZZ82_c+3uDT!e_|o>
z!}UonGXyQDvb(k;=Lu;J`CVRl`Ny-%5j*P^rOfU<&&sMH!qgS(la5=AR6#MIXxG3^
zQp?WEL`nc291(^9NMv%1-{NX$JJOh}uC88R{H6n-4Sq75W=uXp-hmSJUt|NMLzPM{
zJR~gq&fxa2+H$gc)V#o(uNjL93yEn*aAG9pbnti>7}WLj+VZ$%fKXx1c=i0eArdon
z`Vj@0QtlCc{~^+*+PM9i3A8agsmaj`D}Ns?7|4s#8Z9#rQaWyU6nt*-4!NSSQ~YC1
zsLKi)vr$V+Ls8%sOxw2y5(6xVs?T{h5Jp&{q&*G<4G43-eYa%K^^qhJFItWT#%}Jm
z72~T{_phhaRNpZcMZY5wa6MiVIR<6!IsN&B#rMr~jBU%=T@h+T6afa->zPQsG7cgW
zOxOY#`9VO6-J=7XJflntH>t!I1GAXO8{?_91=&5<A%p8ax_Ba<whyTbXSfRA2gBhu
z>*zG4M4iUO#eoA^p>%f{$zUNnmhJh^OCCCgQK7ZC7l5c}iRI+cjUyh0+3r-Yiq^?o
zjucSP2(!t3mD}VeLP&IXUv)e`BK?A&tQLX^!G(Sx$*KzC3@lFIPNh^GGaxPBsSKna
zz*&z>Rc!hZab#i?z;AuxB0t2B1Lt3oH?f%U#b{u(6?xyamt}WqEl>{$kcA<sp=S>J
zWAg^xX#fHRjEszC*8lc1NWTGx!B&8z$#vs_o8j%{<z<YS=tljBi5aI-r&a=@{q*V6
zA^Y#I13FhMX~!>TgZs7Hz=mLAX1)mu3pg3UewckLRtKU5EC}nvx!Ktm&3h6oA}nmD
z7(brm(MJr+m76l8>(V4?gMNp?izT@rWrN{4_3c@DLO{e2J(Lm6$?dGUT!45QlVYce
zIqX|V;G@GCsHpQYmoC<mleoB1@3_j}>W^~1Xk=L?@ga!07&@N`BImA6h87ll*hT(7
zK<3vS{BaZr_Zt<PmLx&;x)|bxGw~H`!K_j?+{o;Uy!t&YvkfzP7|?^o4XnHG%Mm#f
z1Lp}fXzy?AyF)-y=tnK=Y;2TK5)eq2;R`Ef4GaEiIdP!*{?!|EUgbm}0jC`kYU0C*
z`<Ru9i88<$46mV{qKCHVFM1Y8ic*bdnnKQn3|(HHG(|ZL2CbXPxP5!8WB=Rstn)+)
z5jO;znV1H&u@SQ8G<g`m_kRQcoO;Y~5`ECsMGPPVcnn4<v~rX`7>r{*Ir#yqd}G&q
zbIK~6k?12QgOg#_`SJoW3v6V>MkGRDG`t0wT6fs|PY*aA^_NIshI0EAH<oO5Uq8sp
zOC-cFfoHjK>=P!@*QszQ%ce@{hzL5;JHI{f<ZHnJ4qMiRGhJ;QbSaqukmg0A4~J?!
z((>dF;D59X3Va`CX}20EnM*j!Bw1Tq17qGm6^9H8M`f%qE%_LT?3?e9vUY8SN<gHC
zk?STRJB3EQpM!Vp*wN<b9s5rAB8=(P@)DPlo-<jhVg_pzk+?O2Xg_qunMGm&upp&#
z-$l;>iXQiF`*jDEtoB8tPf#$4G(-2K+&jy*754V69sMhbiad%4xIh8KnCpCj`{`GM
zi`=kGPgxg!C#~6lNROk&$jz<5r?f+F!vxqFbIO!EvJ~k!+T~;=Bz6$(FZPV*z5Dv-
z&r{{-he5L;(58&cLly}I)JF(GJkV#b6hvwQpc-Q!NCe%4*yYSF_+A1H=AZn{g7jn+
zCJt^wa3^M-k){;pLI4_HX9glh`i&b=P(7hwa9XGJgZRa0y<prxX9~uDe|D9fjUWRe
zBTUA3n;Wa7y)o!NJV87M4%n&=>%)Erufkf=ukdZVM@XBgm>MU*=&4hj*Df;S$w1fz
zjzeHpB}X4v*`t!nTeuvj7Lz@SkR;0~_0hb62Z)@VXxI_f)IZH!zVl}QWGFBNcYwr<
z7_YFFAhfa-mLimO(;Qoz01PSh<X*87oN&zczRM!@o%1?avqkfh<9_wyh}MC(%nsJ_
zTQCuti=-s+KUCaBO(H9qly%OWA#_{<%|*UvKL9L*uf|j#Y;4}6M|T5KTDH94h$7(d
z)2BT67q}nL`@m)LzS%)(&pxuoE$G2}P9%&`*}ooh(fzEFNX=A&MS8z2a_pBEHpr`-
zmfy=v1I%<Gx>Uj7@16q=o`?;i_ffj4>ozE~wzQ}{&A*H@MJVmiq8X0)J4lm_%z8Qv
zf7y-Bfs~B3))6MRvfk$}UOWl=1L(z0#8|&Rc_fHu|6ET9Bci|?m_#IhnziVZZ#{46
zzzqWiA>@Om*MG5~3KL`Xh(~*3V%!PxLF>>Phu%BLd#_DzZitfnAO;XXo@X%rItY$h
zR~1M#+vvZs9ouEMlRt2{ewJG$Rm9ZP#}lyv+s29o$bVkZLRo_F@DobJmPiCy1rQq&
zK+BuGZkVJ0%46D87ZQB*<hM!pR~UNK)zMKzP_tqPGQm;L8J>@yKl5v6i1Vz{lcO3E
z6HQPuqERPWzI{9T{Vba#)JyP)#A1_|&5u8&<p19TQSO7Yp10a<_Ii~+1_WeUmd7*Y
zi#tgTo#A#mGjs+@IR&Hy2t|&0=T3FFKPR-c1uy`l8a3UtvM>RuLDS1;3X^MAc$bB$
z;EuacX#e2;8N8D9v+gHo2~_l7Q7(O11j~alu<FpLJwwP;=X---l@E=b4>qzcuG5mt
zAThMU*@>7piodYw+XQFLx}jMfQBfj5_~GkU`Yv})dMc<n^y#|aGAOP<D^5;6O%)j)
z9BrpejVeIkvs9g1um@ogh1+U2{BK6OGYg{Li0UoeiktT;M;$=}2YXf#Qj+Arx2{eq
zI}tjVc1A(J)5Z<I{_?dB9bjG8<J+I*7%5W|+pM*X8`~6;$A?d!XuJBK=h|9i&lb38
zav{=1$d#Wye_oG7|8UizXst%><;)o-h}{6(Y)$s7*UlK_=tErRKne?*D7)J%PY~MU
z6AT#PJp!O#c*_Lm!u9;Mov^!0Oz5NPw*V7^S%q<I_s>8f;-#T)f2<}DyWn}t?3I0l
zj^OVzGYKd1x$k(3@$udKYQJ{$ctzyK(6ZnU_p(_cP?VYRm~AHNf~hGz65D+86HsOV
z@F4(%#)zt2T>pVvLi5CXBIE>uaxjFAomxXwZ0OU!KF4EN-JxxywnYl?3j#P0K2}E{
z_V$$3p@%xX+X0A^tiHM`NRr5vUKjVJN7LdQ9df*g;{h23^<QqK^^~h$TwFJ1C1^;x
zik;K?oiVD6F&JV_V922q9TnTt9MvRTzj4%|DoOS_Grj=djkf;hIqfZ2bwGyz^rL?)
z?B<7-0$#KcuMlxByQ-;;u&<5P-uu6`j*FL?h}3m=xQcrIc9PyD>Zy4Av~Jure`pnu
z;h&_Y4qVx8@~5Dn2as&`i+H0M?$WPQmYSDn^18aZyFAp{BGkU0^St`YLjc4b+bjfA
z{2F`M7N&afv@taU?MVfRK4d5j&DqWS{8sJ3vLSa^_PxFCH^E1CVWJ7?eZup=<-+N_
zpp!6esUDmSr4Cqh{?h~-4KxvaLXvoIF?-A8JpLl~Al$UulKGR|)uQh8XIvzT=%aWb
z`1Z7GYzNkUzn?^mtO^4#5%6{@hOk3X&Z8eb{50x=?<Vw8R3@gmP*~jr;6(*RBSIxg
z8&q>C>m~Y+cCvf~tVt9~Gu2NI^5=;`!g^vv4HLaX*af&#;)OH_ysU6I!s>Mm$GHKo
zAuL3PqAg3g3w*I30Xh*uP|vYS#A_vj8wQ-_trI@&={<1A<om|HCNyq*uB@%H@BBBl
zu|gW`#5YsGT!eZ<==Q`!%5RTH;JrZeI0v7WV*CEHNn|Yw7oY!#Sz7W0(p)eKWZy4n
z+h9}3hu)?4Fz1!)EaoT%`n;!WFL?9@<GOzLlx)WqMEfyK9{NuNKyHHq-gZ})0en|e
z3yptoR>3<aF3{TV$<3d#wX?`iFvSnPk@kmF-D3TeFe_d*z##Y(kzB|&X%@$$Box@4
z`Tvc_)?ykKgC`Rnb_lQbZr(WoBuyj`peIIsi0H+P5puFn?uj@)yLsf(O1Gj8-Lq$j
zcNiGirrp8~!c&Q&UBIKks8b~f+R9pZyUpaU7Yy|D&l0bbUFa`@2S(^GNX#IF3B4DA
zl5)0WF{O)D{E!LXQ$*h3n(SkUqJhDK>iXM#HK1xQ`Xr80xbeNThDNoXcN;6VcsiCS
zAAa?_w^G9AAR2c#Eez*soZLfh<84eIx2OK;fi>sF*{wlif~8`xJ-C1W?ZOVV2SnI%
z@{|WC8gh-v$<AfH<+5xrxI@hVZPD>cQ!`t~f)FasXRU8@8x|GP72MInJJ0WYEyLus
zc1G;%Iz$0RWv@b>(tB|Fp*mn}|By^_^YE2?8^GUL5WS&~`;zC4^@_Y1X<BPNh}0^0
zdubJaEF_XgGH$fc2)=#$=1WT(yAIbAjhFD=fyx9P(Y1`sHB0Gbw0>(p`h6f}6F*Ri
zn(*39`_J|5|2Gg4?|0^?g++dGy(Zp#Quc!lZ$-eg-WBqffL0KG_;;o2URBHut_oT`
zdnQ;<o~@NB>E5|Z1>Zv2D14urJX{?Xtv&{13vdNA>1R9|ex<In=yHM&2IbHYh&kjT
zj~)$*7?^e{8Lj3-qPzbm4KE@*9MrrChb=?;*AMeLp*|BM&Pc0ZUR#2%IYkTCiNp|6
z2mj&+Piyi>=Nb2nZ$b=#ii}5%5D}g>k(1HYWd?^pNj(^eC<$J_Ar}-wyh?=u{1QAW
zSeZ0k_k{W$QxU!7vUfsle@Eg#v&*v?A&aYX<E&#)5Wdp8`h<`WN+Kir{q<G6CgUdZ
zdf)6Y{>VOKKzTORD&-S@JQN0KFi=0eOh#&QbOsp^GAinB@bpsr`-9p4$klY+{m2lY
zDvr^QZI7T4b-?uy!)T^nV|y!33*si>BZX7NK*PXq^n2eE1AGQPgPh;T6o-%-JEV~b
zB{DPhL*{7yLoZg3@B+@TKyX1+@O1*|1qaS_T}+dCLPlz}kW4Vq_<x2=4E(}e4x=9%
z<me*>ja`(2Hi%z|6?@%vCO35>2j!B;2XCRGHzVc~ONE>9*B=-}|2-#;mtF|OW`-Uh
zUh~oyi8q9q+PVNf<IOB85cUIJy2+t`qIrUzKG5oz{`(U1Rb#t%J8fm$woC9mGmX%v
z&!Kw=J*@UX?%SI%VQ>LIKq#Ly?)yj8iz?Q)A%2cX+<OQX;y(iCiAj5e4=G@8WA_p;
z^AIAKn{zwEU_K#Wyw>*_mbwm*`u&qfp0P7B#A87>=M**r!6*>Y`Z`@qSm1k@>uP32
zO^Od$Old$Gg0@YB)5Zq31y#DayAOikBJW;}V0@iw&ZirgQG&r4gqKm^6FNpMz&&2$
zB4(<ec?@Gw?&mSzwDNsVQ03)<<|mpoT<2;P;15Di3-r_IMy>%bwTJ?<vz+QF@x*IB
z%nOa2p*oO~5P?KuN)a@gtf`ReJU~;9J{`6mxI8A)jY)juD>~n0s!mTaxb}9Y!7|;$
zd?J}a5xdo?Ym$1kL6rB_ZH_<JIcTRYbINS2oF<|OCwhPgKm?r$6RnQj@%O?iF$oJ}
zgsRW??*-z85lFfkAUKY=<Ern6bX^G~Id5N|8y<iYR*yym@TQb|X^{d<3Ho5oz)aa&
zKGrZME-vkz+6mTL*3RM>&KwBdIfF5{)pA~ltOR_33Laicqu#=K;@7K7SFSK*84moS
zegvk5J`?@m!O`JBH4IK+3=zQ%Fd783K+*~I4AkgwNgt$5yt4(L)>UaiC74!02={-b
z7a#|YMz3!W(;UQXdd6cfT0DL*#(LP6r;RTo--Zd(UoJ;6QHg+gI8Z;b2yn`;cAeh5
z*KUja9?oBk#>(5v<cDJz_pU^_avgkGIxb}5)_%@+Ba-nZUb4gqHLM1v2oc*t_=E-7
zuC8)#sotOSx}_P`B$Xif`Bxgb-Xf)pah<UKW&8>xM3f92cZ!$<)LJ}nLM!N#k_sSX
zfCRiT4s+eVJWL>U;Bcc0>`J8j75NB*g+o)s@xysl21AsW_v`B3{h|`a8^-IO;CRdp
zH(1X5n9>7^A_)j~uL#c=c_=IbtaTs2&+w~<rx-vUAo5^jk^g^>K0LX$e+cu(+}!;c
zZu3B%ixVMh{hR9-3AF7giZLz?hEwQSbF1F}5`^?9+xUdmE0VolrSl*2M)0$#<3;C0
zZBNNHXS`-YzBb}yb62U`f%QJc{cOD$h<3FJsCd~+c7qsWfPqWAE^k9AQb{1Y7_L9@
zlDs9nNN>F_8}=zIej;LdNQV0p=TV)=-e1bpP&Y{d4#dR8MZLWPS){QTc$COWnW1>q
zIOKiWg9sidIeccY0-daOz$32MYvm@;+6f;5{0w`C7-_<4p)x`p4l&B%x)x!Ysl7!q
zF~T%7k@`YK<~`a^%+H?etEsMDIaM?h|KzaFzU{Q|Wi!l{!lcl2@OGIbr;hF*mZFM{
zg<RZ2eM`FLdSn*De0q92@XRc)?LOgQ1-Jx02YrSk&v)A%Cm?Sqc(^WNzA9n-tXg3s
z-ZVjUAXFW^07Vv1H!_p`SS)q0a_OaT%pcmy(FQBS^B^Aem*R_=rQt+EthhN~%z{$S
zMJkqNQZI%QnbRAJP16fsN9F*EPy~*pcJv8^^!n344kl*HL1xGQQet)uqrm~;;ak;4
zTu@AyoYgxzJ5@091OQCBGhu_dJoBehrrxIyexZ0rnbN6K+ZLz$qcG*n4;>Z)Ch-nB
zMpo9v0;V^bV76dS)uMj0bjVUe5%>YIO3~SQHlUD3omS`~(b)}NEu`yQ-E|}2Waj8&
z2lzC|q(sil%*aPMO7Ca$RWh{Ovez8~BmBj~*S3-0q}lHPuZb7Bk~4Vt3g`KaWT%S)
zr)KZoWyZpYO+~g%ED&%Xuc~S2nl%w}!n@n>jtg~oF!(1qfesBcWbBzd@M-86ghfUq
z&GBkI0lQb@PC$!DSXYAJ5=Q~4P`np}1ghGWK5ATXt%Za`v0m6CMS?d$IVD~i;@4;;
zHh^l5S&gxRMXSF%w$Tb5x2(EJ5!mP9G0~80fNG0Fbo%*=y_PjQnG_+_Zp>#W4B*`m
zY5j>gXyy7@wSRtn-klhRa3b^ooL-bgbSkJ*tJ|39$?sKi;(bF@3|y)RXa#&6;Ky5g
zaBy8U*3dl&N;f{o2BV&XNGZX4gxrKZ+lAC2fm$Cuk{!1-y;n(k!F)waWirr)zh-2P
z%8eeC9)`?VGR%1=<X^FNe9#YxWD(xwa-A47!q`4BS%+Omy!i@v8n0F{Ul?yM9tdF{
zt$ch#SAr66>w;jiD{mz6WICblKhhp4{&Zq8ie{e!X3i>56IZw8ro(7_mi0jVI5s*w
ztlbx-1P>e_NSCw!(a@UR+jGQGvC$|H6N<r0^H6>cn;(yqf^Hlg8>^Dsh%hix*x_Dn
zwirfGWu`$FYGnGBY`~|4Q-rLBon&IawaOiwT`v3A&)ME!^1mK0G6_)U_T2%Df*!?<
z85Lq8#0RhS_+J6<?n&74V`qXdrR<2PQvRih7l2R)SNlaB$D7+A0;2fa6nbf_?h14I
zVEs3cfk*FlCPv2oFTUObn(MxgAGWfy6&cwiSq)^BtV%^$S&51wTSPY5R4N)mM6xTJ
zjIz=op^R*jtnAtI`gYyt|2*eB=lsvnb?&SC!teL}ea8F!T5m=oykwP7eiUH&5SfQK
zYN9?oLqjck@^SS&Ba5b=XP63;5cU(JofZeg6s$Ym2%(mQhzJ)t<?C%DmXLS=F-5Fg
za#C2sF-vtnRC<Ix2+l>`y%TXht-UNzyAXKZv19MUj9w;R(YSW)np#HN*360yr<C`O
z%xVbSM0^ydxm3pcGV_PSygz+_x}fH$nz{}`89WnACGFD-<4*E8b3=i<F=xKs$6dde
zXc<O41vDDu4=15R!!Z>_!^Ka5tB}a1O0C5&*45V!j*5z6W<DS;4wAGbS35mo&)VCG
z1zZqhC=3Zm9=R6Z7haR#OeKPkkUv5|k{4uQ&|@t7V9fW^g5oT)-4qla<d%=;nHeP~
zyL=HFIR9SbcupjulW=rtesaX_I5(UIyc}39u4}Ed2$nb<vA&N)vIb%fs;Aq8+ZUfS
z4L0h3!mp&YUL)C@h`HdUdMN(Z6A(eN53)nUqTN*G;d_Ch2SHl|zJLSADkS<a3U5NN
zo8kIGcVC;|*yfA1Gj>h@;M7-ZA=c?qZW@+3GdS*ckh42fTL_vZF6mW$BtukI`shd~
zm@%+w_JHwsTAn%I168SS1D+H=kX%4hQ6GX{cHy+(a94DP&@;6)N?V$Wp90-Djt+!$
z8s>>M-)4fACz7c6Mn?D{z=gzux08ob^A3`*xNz$OdPtCS<OR|`;<3K{+>HPnw?sJs
z9}prYQgS$8yodT30Uv~d4?h|p?a$Wd^DdmvuSOe7+(gOLeud{Y7y1lJ{$Ra<l*J*u
z6UFqYjz_B41~4H(quSJ{q!~dY_+MoTfB34oJ%N7a<XrrE#SVym=fuU=(G(~c0KkNm
z;EvyoOgm`=8Tp#;)uH9Sm{W+B0}mAUmJPWkC5^$2CBozfNeN-aySLj&En`CQkM#dM
zr38fu(Fu{jMP#hOEX+oWP6@r5NscD?5bRT=dXRnT^^)HB=ASze{X(nhHTzK-#r8+B
zy8xW=d~aj}z|I@nkhf5eMTILW@npkt>BT!V&Y>V$mr-iWv>ahv;W0XQ4h@uMaWC~g
z6fkJ-Kp|M}3x4RLB_b-iw}=s*y-P&njLVBWcPFI@I!~e*!$!nOW^8wr!%gbVqX!Sd
z;g2AA+{&dN6RzvTk~7FMJde_d;F+FyPbt9ELFjd@kxdC&b$mxS;9|aDvui3{mLXf0
z^ZN0kHS7GX(t6^M3yNAvhWXi!A%+W;NF}WqcdNZpC@UL#+fps88_6FLs3=w@UDc@%
z!-PlxQLaPqrZFSot~KNvLJFB(31I4=?uGoPEMftv5vp=P*onoAx0X}Lug2bI4*e&p
zqdJdMkL6pfl}OB->)3sM(1)n;qi}nC(k9lubU>Qzd}{JBcfAwG9$XUYiR<ldmkz;F
z>7HDi*c_hqM9VbMS-X=lYONgp21SplcaDB*rd4v@AoP%9Yg|QWsel{ejmwH06daFn
zJD5nQB5;c^<C01HY>``yOh0aAF9-!YOv>rk+50B*Eb|PrCikmINMy$gAKthc84-a%
z6>X#BoiTPU^0k^^l_8pe?37cgZU5=1qXowFXiUG&0+5|qStr#vh^oP>QiX47wAHdF
zvKtr-yxMy$zg)wEA}$N>)x6wXO&k!Z>}p^!LE{3%`=8(nyHWf2ajuR7H+Msb!$63N
z5Y|+2eeRofqs%dU4+=m+aRB)`cHo!8yhk#dJr!y-508XKtNS-;mx%7_JkK{_Y7v3U
zNcxunSYre<q^1VlR*?Q!^4YZ;X@(9}8`rAt1K!a95RaCJ^8qwbhfwvnxVUh<>cTBb
zIL~q3%l?WH3hoCDh<66{@aDxyJF$PL2WmIqOu*s}q)9eP`0RZ=SdQ+evfjhZZT^KZ
zp3hJBi=}2UXh4w`2r@g6p)LN{GvB<V6lzl+AD`G?Jn?GO(Cho-kaDUbKP>FLMAc61
zmTV{+k4rQV^#hu6p<fRHp1d8P_oPR4N6?VRp6&2>_Pf5Y1RoipfR^`NFX?ke(Tg~p
zf?q`9G42-*!-k2P)1Zss5v*tVyo*rWff)lwP9=2onl#zig4h2Hssf^-p{;X`Z2E^n
z-VXenB@!37n*Zm9i8wY4*kjfcHLKg^ePfCAbMf8zue@h__uF-lEIZEjZtjSaG|nfX
zV&JX@E3Q)&pOmEf+^RB|30*I=SwueK9=p|pH&bX$y)-Gg1@#Y|mAIWesH)MvW|g0F
zK{9lzgG*RF0DU5)sb7RkSBWbc#XHWws6KD9k0slR5&0$vz8_`&v_}*k1)4&fMH~;1
zOQ{BGIQ8Snt(4?L8czap)jp$~15SGQkeve*N+`9^C?SuSNZ%5)_;FdDiO~PyEF@GF
zaLh<^;H`Pl+*KDitgTJ$6ZG=`3+{ly-Qy1wL|L7g1U&A4c^Nn^K&B}P)o?vuo+46|
z09z8$Y!ZKjQ(EEIctWP{Oi1;S?tKIrejjTP2}HE->C9kMR4A*l*Z?mkD!w0a8Bb4z
zD8!|-LTi3T*ZlT>jd|FcfdkZnHw}%PpO<u*wEk%q1!uWrSE*Nfh+R;{YhH|?tk@7a
zjU=RVJ`3y{hXAD$!V99zz!eVh2cak@@)W9MNFeHg=cXFu6}0)cak_&iY<BGL(M={Z
zs<3dZYVE~~!EOUWaiQ+2&<dbGBA<4J2ecbmz@cj6StF#GK0DoH`>GAMo{+GxjMvZ-
zWXIy-Y5>7-f|9-2cta7xasZ9V?%Wb9oz4(9d2SRT_=2(pOFK106c;7f)F2k#{{tPZ
zxyzZ0C!_xp+qH`T2l04NXQJxECAY59&ZvK*_|2O)4Ub)2TnIYJiU>x8{2Z$E2vp21
zr<Mrh<Si0iu+9KrqKcd^Q7NZ7r_1vsla~9fxizcibG{f}F5wihiI2$7v5N-aQ-V6r
zc_><Lkpo>l!5%8D495{n0mL{kR1?XODTpZR^H~Sr{f>x(B3k?7_a$nOND+g35mk}^
zpWPZB8T!|g8Ew;V?NPYm_9MvYT!H%yR|hV<SUd|^2E;IHJlG7eVPVvoEXAO(iCzlI
zTj^~f-vL9M$v8>GC|%fB^7Q3P7Dy-v-)*Xbm%eKoAlYw|*8s>9KEJP~S!T2bw)a`~
z!3_!s7E!nS0s>Zz+t}(x*iNQX<e@%AMGGhzTa-vyz$3(m!cn?ncJj8_l|3I|%I^52
z8!`!|fXEsDx^&gbtcQC~bjxqAt+>w;6kOB$3O3l4MxEr9C5qn=QC`TjMucr!UWhze
z(hp!$r7C8~Hkeo;r3~fuqBbqE=j@m@kAQ;;XsKGtOgXPF;(6dFZDE|XAGkod0y{7v
zFt4h;R7|9r5cz4+vQ*-ay~GloL&*%@@7}-vp5A$wV<3Te2elRFc1~F3fP4?aYYXle
z{TAn$TD&5{^9Tt(XlDX)N7o{L@5)ziGsq~w3*igQEns%wR?rqexKEJyv$M14`iaQz
z_R`b3=7qbK&|&hlZClm-7mr6@+F#IW3!CP6=g^T6F^Ar=!cg}SDJ^Gt9PZ!=s{(}e
zKUYE2s;R6WaH+@QViJ@*{_aAL9zI0tTc4nqm!3}9)YKI9;1_@+pv_S?H`gE%M$`cD
zx9#1(W59QTF~o-e(!~j-ir(e;HXb!<gq9#Nm=0$!5q|bWi4#|a^)XK=xcS=*x!mb-
zexpLfIiZeyg?dJ__ujDEL4cBo&&DO|t!@(Ifx-k|+zbuLotdCe2?P+RWNu&Rtto{F
zY<1{wQLzA6LG48PNEK=n7z(7X$fCYQ7w~$wmy)!~rRy}fAqXtIBiDSw!wfn0M3&eC
za&~P3g3v6QhSwC)Q3OsPmHy&|IDRAARg_<}SE8doj}dek#PfnbBr}lZ4E0M&S=kPB
z;xNB7$4l8%luED?4J)uE$WgJ(At@!t^$t)q5GbkMgnOq?bTs6Mhxf-*K8Uh`$q9U!
zx<IRc!!QWX=5w1Y!Aunx{}9xr(!TZai)l_<V95AS2zH!N?Z1?E%AkOPKOq5^%p$r8
zwFa#1^?Bj;|0Wi2n$o3qtR}c@2euK!RBQVt9<8^5K|AVT8vgk~g~EDp(VEY8A|7Ds
zz~r@Z;zU7In)96cK_*nGkaEB(fWDou_`>Cl<S2$h6J_y@Z_izi=X?gx4M(b8u{b#?
z9IAA@Yu?gNgHHhc0L$-d-Vi@3cKR~urVE>t%_hJAhvM$MiA0wZG25NFJdC#SQ~X;@
zdUvqhu~n^vNWTEaM3$&bRtwZe=)iDYUHaXu`emvSX<+zW5Pjwu`Q_gJO$9dnXyj#x
zWbR9yQ;|IA$w-Cs7QGq757ao>Q2W<Gl+gO^oBS2LRIwuf;j`Kg=4O5J2o-<Oe(tQ~
zv2Qr0fQ)RC3f?In6C*P>Fvbms<Ui@>kKd*UFi}&!raz*l1}_E2D?aj%C2N}TckdEu
zdq(E&236K#9&HGY;dpQa%LM`B){%=~fN|tRolUH6EED8{-?!D4P;9E~JaF@L(}fbe
zdbaJ`Q*&~*;*k<9QR>EGJ<Hw3Onq_iUCC)_6llB%ABf<o0rHSFk7=i?#oa{a)56lV
z!a@f5Q5ViB6<~l^I<^J5P*MT{Cj#2>o(Wennwc83Ty!v2P^E_4y!quv63FhMn_Ldb
ztiPo`>JcY+kD!*!Eqal$6Ns%6iL0@cj(XrP>=&izyaoxo^T<7;)vYY!K;}_JcXwYc
zVN%0e;Gp|6<5dY*qn@ZSTw5W}06ZP7on{4;j*x2Mlv>?$yB<<rsR?$Rh=kMqd&|Xi
zAe%UM+-N^SIu!gLAG+m(3y(c77j_|3?#SoLdOfcNVgt;D$(vOnK38t)0(IF7tx_;v
zfS2BwLm^2*LO>iu9On%{{Rk=Te+Q`&F@=G|ob*cX@hJ0$sR_8nVE_!g{n#9UB96S`
z?#ZPms7xUHJL_y62n8V}aOS)|8C<VWBV2s<%m($&tM6#%xn{1Cn;WKR3t35wbN~Eh
zl8f*JDc6g|-Oj(h?jnThx<@ktw#g&g6*nDjAxQiEda~K2w<5t1tsVgw0a4<HPy*#x
z)o(k8=QLgV%{wCN)I`~q5S32`PG+OyJ~#ZWboi2e@L}40zwXthH^ztorRH}#JaWAA
z2j!4&rRS_w-V!g&oV?GzU~}U}6=bx%yD;k54Q3IqJL;MSHQUg!9>Dzs0gf7QNf9Ak
z=$q?Zx{10RWvyn1t=MklFFcURLS$qr;#C^Xh_L>Tpu|m~ZRo&95%a6p$iyT934O$S
zQOnIVmjv&mprAmgbCKU5)f~a)Fv5(-h|U~hXt_XHe*S@%L0NdU`hsT^BK2#m{ceZG
zm-_%_y{*kQ<4pmH<ma)uiHB)dl1(J;`%gWhsW&*(gy>YX*xXf9nlQkj5z?mFg=!}~
zJ>7!+3%Lehcr0ers?G1;LrYg}t17QX4W$yEQY6gtTUU;IDjXI8UJHPjaFw9dfvj_%
z;kR{Yf002F1^EDE)5Me4Om)`oF6k-Sj{_fV=Is6by>z^L*&Edsj#-QURO4gvXQ~Yw
z`P#dGoH0bLHFfWr@kO)nZerdB!XiFRCm=H)nkdbVJCJ1X#W!;{f5}5519hgg+z`wK
za5vNkX+K{Sg87wmvG2S*nT_lNVx9yl5+c(>uXD<HaI&~h6W;-X8;pA>PWcs{zjfQs
zLDEf*3kd&S2Za|%OQH;b!FB-7TY`Wga`hn}Mo4LP-=oWXs|BRy*Y)w)U%R>cFC7IL
z?qALF%aQ5=AS*Q~?j9?<bY=5~ieI%zCKkn|SJyvimBny5BP3@T+|hp+ap#vWwZ;nB
z#Jb29|HmUY7<&Ok1x$)_{L;Q;i0M+HqW!mAH|RC`p$Kq7Tq2P|4$evSk#-|72LKZ0
zTIeOCp=yF9oeN-h@X3q`*BidRDnu}g_f#nruo}XIMr6xCfrl#&qQHLmuNshI{VzfM
z@8<MhAab2!i)6y~)qa9vy$*7ziAlRAK90M|UJ|}GeXkypekK@jnVnM(DlaR_-R-o=
z&Y+0ma#n=m3$-QqtoCURFrINu@3ilxp^(6`v97%iYXIs#8AEX$B+lFJlRbUtVW5i^
z%moy`9i?ymPo@V{nNYDo<2aO?IXE)&e^Xxcc@AwQQc;l$QV(75Y>(?_Vh|0%^7%`~
zx50UqZ~q-8kpn1-h!8?IX-W;gkZ26~`7+_CQzn`ju~X-)YOnV*8B&Asi+pr;CEcSg
zrM|@wmVjhI=ESy{4XQiNf)0e9a(}1U&{BOn^z4F;Lbr%OIq`e4FAYcjMOu9RX2NUW
zudruNv|eO7C>fEsUHvN|8#LVa!g6t;AQ($?j;ujI-?^7ymZsqmsj74TA5fBQR{FAY
z8RarGW*iXvqgivaHt^?!or*RDon2I!s8+2PD{Tl)^r-A;_dKd5ilFaBW|B5NAva2i
z$L{vC#sA~MLX$n#_u1RJVE~WHVTLXf43W&}ABr+BL-y_4A*khyqW<~ppW+biSL{M$
z{8G?{2=uRUPq<0tcJtgjrXfmmF2XR2XWkPoYQlU99vod21OrjDT+%L6M=@n3{)1KE
zROOchf0v!I;}7SHuL9~)U5+xS4=F)vD>0t~!pn`Al!Ih@@0EO1KOq+ZXah9g-ocYd
z+Cc6mKH4Z@dk+sS%BSI0e!65CofAah7^-6wR#9HNABIQ3poes!2ypBztx-C(Ty@%|
zqVSqvi&-m}>f}c2onO;=yz`gJz~}wDn5cm!t{*VvxmvFgHBZd7Nlct9rX(&pKzf2X
zEtwgtB6pr(1Pz8_P}xVxo8d67u*mCs;}IVT(J&GnQTB2mLjXt=pk636LEZQr2oUsf
zzU*vH>&Iw?5;tf^UuEMosMc6$`kB;lnrWtelM$we8xGp3nCh+ju9YWVJ9C;|G`w7@
zjOspxS0=y!`WH_dN9?<YW|ud7!|SZLl{}rQsTW(V%>KppjkE0EKwt66cnj_OdvAj;
zK5MmwcbFs6G8+dOs%L9CAt-G@8=-l5<eWmdWMM>wxCSI0F1k!TyZF7^ep;Bt|62V$
zw}K3(0A7PVWv^g%B`6_+DB1V{_p2A%(4@ui610$zLSrYus00y+Tk{SPjTo0x4|PN!
z-LicDHPb1oWk)PH3yte57wNd!jn&-w8TaWISc^>Y1U0q8ra_*b7$q{K*@I-UDGwqK
z-kOvXO&h8`hUIHC{I>S?7qY8g!N7t5)2~loKo^d#QgEt&N;hXJ$8a~20jN`S<;5pm
zDEFSi>3{?Y{1ev^?A!P!6oz2@lXnXxVWtp9^cd_!O%22%RERr%Tc;1|2yeE|N<>)^
za6S?AN0RS6q)Dt{3>Xm4eY1My#^QGyJfUjrdlEMq(<Ol_LL*|k4;bao0m(Fz4(aQk
zz|-Tjht6amzx#H@jL|KMz21r6PvksT-rR-t5h~>H{}*D^KHP8j^NwNf?)(4d10Yj9
zf-sFM^UAIgH%L8X8)}{RZ~RY&L1I3LevvctCSrim@Laa5lp>(zEF#N^!#svV(%Pa2
zr#E7q!jaOvpm?+FGIYti``3z%C7?ErqVUGn#LZDJ83kSmw~kDQ>nHdXkv&c{*Mi;C
zpMZX~e)$pz0enltUY1@8O8lzUrdfS*Q(V=s13|tHupW3qSICtDV>qQwQY~S7;R}jO
zs7tCZ$ddkyFw_^nNBC<1I#k)2;Tb2Y_#A}b+k5pqB7omCL`z{z2N6|9*c1@gzzuUZ
zp$6FSZ^w$sYRp4=3ra}{)#x(yj~UGuf49fdihAM-f;n&Z(LjS+Au>jlV=i#765_sp
zIoFOAw|$c$WS@CGLoS!mG9VF3_V33>q|slp0@;51{{j?bz(p&Ic(g&2Bs#PtY2AFG
z=QaPcm6S^>mJ&~pvit|4<|undeZ-&^Lz}jD(53B4ArM1Lp%&19DFp?$^#*qB-hD(z
zhkl5?w!5o~Xx$K?WpUj<^`C0$zxV)9;9F4I0=02-+b44BNmPG-zwh7l|6{tEntS;4
z*Ur<19^eKMPXGZ(3}{tE(k{6iF*h+QR)ijUYT?I6xxOe!OG`h`f;~|_xC=T*5-0@G
zUAW2gPqA+#o)k^hz!~?cgqox5*Nd#xt8X<zI*N;nhf+d$Yq3}Tq4@EtzIyHRc?y33
zCRSjA2~&9f#pZ2Z-Mq1){bRQI6ArL`)(yN3J?qTH5M=IX{q(+2i|`>GcM?LDS9%)l
z3lj@VZNdzgHi*U;6P`GiqJbf-zo=y<<&tfLC_dTl8zk}*!32h*7dZkp5xyR<;~8&<
z$w~jS0up`?KE7Aqqfldkfqsg@1I;+z81Z=38_VfTA<0M@_|v<4^-SXP2UZnSTWKiB
zaL@Mmu1$Wcxc;h7jg3v8VF)$H_|oe8^TTs1ZaF$4w7VEzPaS|#NojL=h_u%+nPV=K
z1gR&!=66V3YlKi}<LZk_Bhk$j6Y>5eBmDS~k<BFXp*6EFMj*w1+jQk$m21;Klr5D{
zi70yc0Y~%Pi0&+aeHMWxM2`o<#*s^xL~wj_7PAEf24dun5YbuU?}N-Fwa%aCC!+OM
zS6BUcC!W=gGNM|})Q9-vy)E6{g8chl3OF4rX6w0dJbueR|2A0#$<Uf2S@!_Wp&YO3
z>;$KX_(8Qi;aK7N*Ci0ZBb0JwYZ$%_M{87=DO|#McAUGyQ6|s=Z45iE1+&qBleA$0
zF;@!6DChv|3u}iuO|p<4`Q{ZX5w4y>zjeGgjZFhqQG7TcV*)XA?D|=S0~<rro_1r3
zo<CDUH79TGM!FbSp>ykl+qE(62%`n?ZYXjLy}vgof>%MYfJPRZ&HBx)DO){b<1k_w
z!JkB0<&cnV_{FC;M-@+o7}A3p$$$E<3uoIP5nl&Ve#M;*4hq;G>N~pYt?O7{jB&Ht
zUDw~02UbX?Y@18l2{~eF#`4`Pt#_$Q{=4t>Kk=UCY0==J4uD@43MFEi3&KQTsmCe&
z`E%>F6#74pIh{((fEja+-rholrXi~sd6dXtPK93tA3Gk|+pZr@|Ge5D2BZxqtt*HK
zaFkX=Iw3?5_yU~dhtztcuzVY{xq0WUcDQNsPRZx)#R1uWK=c7ElTL=Yz}ln-WpEHC
z5w7@j$?S-ZdY#N4oSc&reOp@-L?`ZS&37L$NwKJ?sPDy0{Bc}fXx9jy>$^(J2*aDD
zH)}J5&Mv2po#~mVz-mY|(}`o%C?<Y>QQeR+3rG!gA|5tcCbZ|)7(j-B1dZCqL$lIJ
z1DD0B$GBPyR8C_VfX240i(n_Tf1vZAzz@|g9drray6kuolkhIQQ$FycbYrob@b?iD
znzn4&;<i5t0qR4Lo&22J+w01)>p6G*ltTES__bS1wZ?^a0yfhz_Gd@j{q6(?v0V}p
z+|m_&meSG!4#28lskr?x1fXe@!I@Izl;&TXH0fDyK1W6(@+_?%D#5MBjK#P_fG=up
zUxCukf4M{+j4zRLX<;0Zzvf5Ne*fItnGxTFH_G%W+QE)hE9rgDU!_n!=z$M8EG$YL
z+vzI}O{LiYK-OCzLVSz3Ywvn~{o1}|K0#_b=1xHkjSeFDzrm4!VMqNtr$=bH2;Cfb
zU})9BatS(^mS?*6A5MME2+|nC+E&M)KO{nB(d-g4sZb{n3jW<<Ow`a(w-0%jVtfpd
zAn7(daY!MG4Ji4xltbQjlx@oA(YX**D_L2e|Dk$moNL0!`F++W13jOhNzQ@(HHRx#
z1fY|rC2Eqi=g-5S7kzU3s^ho(fSwJ|YS)_$)R}f_kT5wZphCNaS4<c{eqS}sF(gtj
zShL!9RC6w+m6krhZV$zwh7mTXU`6^}Xtc!m&M)<-v#5C9R$t#_sJ$IVU1COTj+Ndg
zy$+&lOVgtGL@`!sLE#c!<}jFBLG&gf(2)jX`j~>`fdltR_-eAYvyu!$P0sUY7UjrG
z?<EKL+-|OauNhqMItnHZ;xWfC&D3!ZGq89oh`K(ir4`yoSZq$4m>m0kt-Q|}@vS)H
zR~@&DVH61SaUt{0KhzcPtY}IBUELb>{MnMCQe23*D6gotaUspr+e~U<COIPiO^<+X
zGY*GLS%Wu`NqAISn-30cVi*B2T+3&w54`Z7N|;jA^Ez3H>5m&zo#-M3NhBwJ)KYM(
z)sKqj!yJf@6`49~Ic)HE6u<_AK1{rSLKXNdm`;e3H4haZr>-F`Hf+i*N;2z&fdFct
znUfd!O};!OC4pKqTQxCAc$&U~htj`!OYGYk10(YgOmcD2-ewG`4pxLYKYt69Cqy|5
z;zjw&`D^aM#-wUDZs~kJ^i5eVK)%=3d&0WpmnqXzeS~`#_E`f{2ahO!_t-@#ItK)!
zlmJ4S9ar59nD%{tq$OfYi(eTPew3J`<WxZ-6zJ;D^>1CsczZUJ^mh!u7R~9--@n?k
zI2oNg$K8k|5kNsugL`o==}H_xm4H<X>S!wm$;g5iq_*T1W~JU&kG|hHI?}s^MU5H=
zF9=<7hb>St;^P5vxaCGSzz~2V%#JuQp5~m0IGz^{5QmtN*7)(`*5%F6<^=cSPavW|
zpXE!p36j0cO)nYx8%X*tT_}gs>UKp1p*uEN+_x|5?V;X!$TxL=cnY)0W&39pF?S?=
zs`VO_c(bu+N?m6~y>f%txt?Q*9_tQB_aNkfh}2|QuGobN6eqN|yW;1M9|6`Q8;DZ;
zlhM=b&34pl3nuEyE2eIn){OI1Wdb|q=H_IOU}Vuf*{nh1rd&<@$Zr@Ve2o5}XV<(_
zyB+_NI}vxj$P%nAfrtE@Bye)|6#q?og*4anYD3*9q<Tg_SSUUoj>!e6T%9po3uSHD
zrcJWhZ6AViX9@o~MH=98N`&BBO7Ch*w<lsWuk`6#3C$z2hQB?fM_%3}M!9xQEUZZ%
zz{pr|g)zIFxn7Y9fAxA)rOI|@;%YEceNk^$*Rl9dH2d0KzS7e_OFBOb4Xr%Wvv-2?
zMRv?fqpV>!=6M^pee!?QX0YP_b_k<=hfw;AyLN;3fU_@(J>we8bqHa(bm>x+ALhHc
z+?e^{J@cL0)_X|M?ZyndnuA67OkWN;#SIDL5+-Q1&Lt&H@?IdUZ}vSU%t#Ndg<Cr0
z)!3)Q9I0f>X2x^0{GYTbwS?Z~Omr;JnkhIBQdAFA+jx*sL>a03txXo+PDr2zQ3SE^
zR^#W3ky39C;j=(j0!vB+kuQw?8E#9+RtN<I)VR+09zn?FAoJh4{5bQ@S)DEMz?jPT
zWLTwpsqco*sr8=H-241OwuVm3S?Ar7lA71974^yJXdLUByar-P^MyBL?e#A*L7q{m
zPO668>{E^`;z_D?si3xqEbNqLh^IT+Ar$=AYtNvE{gHP^{xaTq@F4#nHxWZrGvLg;
zZQISiYgK<!RgVaV?7i2g(ca9}c*htcVa)z!HeCKFr8d`5<)3j&aP<LIjZw%zZ`DRl
z{D{`!vnzyb9X83-SQX?V(!Q&!uYGtfxZl8hTf+GzUy8p1RD5Yh&#z$!L7J5ew{Sa?
zNPVrPtjsmRv@3Kf8}n`QuA}r&G!(duy!RD6k5yUV(0dRdk1}XmqAAPA#RywBA^Ze3
z;&$b2(&oIV<|w^eukEgh=u88~V?7Dq-hi)$l1N{SOxaQVd2slJ)f#&_fMZZBQ!l@f
z3YFRI03wN8a~T#E&8M6o;RSu2)u^ol?F)>PPyU;isLm~EA0qto+rp`RD$8UhPrRw>
zm9_e>T$x;WHb}kY)~8Qu!$*qwHz%)BmwW7a7k8#5v(tLAtFYgxl(-OYWu-B?Pa(57
zXsUt`KEcRi^JG)7LUXUlIj`;a1-FECT~ke?d)bPpP2A{sQoKpKF+UNM&=-U9R)>Z}
zF5W|z&vFvs%`D-TtE19s&0}OLWOlyHLT!6nvai-OOI7t)D-xbR60*SsvcE?;Ed!?t
zw_t`>0j8Y7kK`No{r`fM;R=Dg_v@AYm??FvzE=x?EOu6K5|~l!MXO48DQ#}s=icva
z&l<n&mE`1WC&p)i_J}$V&m(SaNa)bk4XaTkqxg)HNR}PBlh&0aeV+OBmM56)HIyrQ
zDR28f_d(c<Q^}Pbmdk@wua!0rKHQuUb@N@{`dhf2Fa8E|35(3I(TBiat=>#a^@hRg
zRd)P35gHh6c=E|X!dV5<nL;UG1rd*7;o+Qr`u@OB7?^T~u&T5%UT;yUVvR6}Wb*3V
zI^*mg^+CtJyC|BsYO+aG25D;em#wCVcQ_rmqss4(^Sav~A*f>j;#ex4ruJ21Q{tgy
zDyHh;Qz%lImB+KFOax9%y+T%E+Esn;=&ktp?fI^U54UeKBQ#DH=L)x!yFwJsJ49-U
za6BT<4)hMBpg~Caf@a8~myB#{JIUP_-i_}TGjFErRNq~5dc7xm;E;j%tf(16S5PTp
z&@JP?)1OTaH4)VMRfCsaeg8S!dg$$4ca5{bIue0P2D8H`O7}o~8umH#&r4Zi!jrmV
z;7b3gmW}ag+vUkuEtLy264yg!9!e;yG@qg1Uw+T6uDU_8Ew_@l&VtVKg)}h_XH>QQ
z6p{tHhSF8J;m1d8Y8Y|TBDIR&@l=W~j$O+Q9*^p_u7LZhZ?-0VzxiC$57TU=Ej-6H
z2!<CJkDX%~4agb+Gb1U?YI!%r<rg~~j2b9BN8aVP81X}wsc%eD`hN~hP22JGu4lED
zS7JA=Ud9=>UTtb>xD+Rw4>HEfe(MVCO?mk18UoiLUjI@f2zn6!J;X!RdA<u-{-0J(
zKkrZn!Y4B@NPdXQSGwS8dfnB1qsTQU*aJLf|7q`%sH4tVhz0^@&n50yXaazq><y**
zmN@B=sS9fRsLu2&V1c6ZAtoa?|8Tcvom<XN+NIG@{#R}2h*a{(gW~h+qta&4e{;@o
zyc;;Yhe6HUklV`QNAS<F1ANObH2Nu;%U^_0P#qRy8#F>9e*TlENZbp?omP{5mk>I<
zOy(no(tJO-j!IP5{45P=EY;g8-$P?s=R9(RFWDful$gXx%u$C*OlRjNR|J<~wXN*H
zY@egrOOxo(Vx^lqm!=!O)I|=wQm8h%cD7UhOVM|$apr6n$W{UxMrv(bNhpYMUDCtW
zHV;w51LdHm2;{YU0PGzrs00{-W#OVl+*UUI@*Np%P2aZ0W3!H`TzJ7J6E{dHJ@f~X
zCvpclK+^2R0sn<GJUll5ZBW#3DJU_NRcMKT!oTdr(ToPVA6AE;9a2oxGw{s8#1r6I
zxr{{j7(~>R{Ca4)T(z_H&pR&L)s5z#>p$(%icIvT3*PEfnCB)3+Xk<@uv`88!=Zm_
zo$}8!*8%pK8Dg-Y8ZnMMP3sYZUypMG4}o6&NwZMDTE6qe)ukg!``NLuWSpH56FPp+
zZZ!7pT{eI{L`+m}naFEmKR<ZjxgIh$Gx@}^;Li&Kq5^@hH|pGE=<kRJ(hom+-e?ol
zHWVEk_!!%7Yr*?6<77xiC9AGGO`ujcX|7J72QlrzA)ZLwU;cced;A*JS98U?U4d-C
zbLTz9d(KJ5FFp7IR}V3H^vlTC1T`_XKr~&$LT7GA>mRmCe|NQF%f0-;ZG2+?2Gj?b
zNir_Kf!pi+dlzq5f1Dr}A#fgUUPg4PK*xxY<&+C67^cPraEVW4=ZmZtWh|X13=<d=
z)ipEduK!)9Et69T9I+*>sL$o%4{Z*S-@|;~!z{L>xQO4SE%DZ;N0b?zLBzxW{7_^V
zA<EC8Y7L`>U`?zIG2i*NWQ>}kbwKxO8Efn3tNw1E*f^pzbv}MVrUx+`kJ3kl(C4r=
z#FFz$<^I|7)?V8395oI$PTt;^TQDZ?XGGD5-N9nY%$ku~PAR?QY&v@M+j8iM65Z2*
z3D0el3t4Z454=(&VW8rp!26l^#R#)MeN@s(j6@*&JU5k<SmBmkM7AO-()mW~=H})J
zk9G9nAmH@$_1_um3l<(Ypi7exfa9$JfA3XEq#Yn&5Y^k_%GyB1bE<?{+w;+*UO$Xk
zi)GIGPN2OJ{j4+>)h7c;;E3eyy&MqQH{n~!-k8Jw1-$1(kAp{bapl5nLsM6Dm2iqj
zF8`M;Z8WDi=lfXTRY18XBrYDIgnHqK_}T?T9>U8a1y=A_^~jfQHj#RkkrP#Xcv^fk
zJ1exm?tG(OHRz#yq}H!EMmybReQB>5gI=coFaXZ9Vju7jfAEUpAOU-7M<05mdWhwF
z?E|4-<9*Bvp;EUKRF&0+OI>L^&B!D}K_vcx1CZWp6BV{dlFuS%czC2BcV<HH4`*d&
zoAmXJcXtv9=-$7XfBh#l8EKN(UD}t{V~WE|kK|Y-lTKm6oU$JY#SLE4L-0vyOj{#<
z=dW_7*(ZP39miI3h_S1HWQgB!3pxrHOgLhO9W(w>IS_;<OriZbON>TE%n4DS6Pb>~
zz*9xQrJ9vE1@N}DwjM?;(Fj79n&c10dECZy`uoJ^pcq?ozwZ|k%G+#cGHMW}5N53O
za-<k#06e(wET!j7izZ!=Zt@OOs&AA-paF}QzhnF=*XgmRd3MA^VIhbi`qy|RtzWKp
zKu|i1*wLX5Q^!e<4@AQUSdmJ}<~LptwELhh8Gc>^H-(Rth${1USVEUgw2wbJ*;1Xq
z_yy76_Lbi)RjcRB9P@IA=WFw4k<~+iLxNBM649LFGk-QmZ(yrs8yAql&kykl%_cEI
zvCyFN;@ldwX9S=2rHg6@ePrLo#nmux7DohhS_S1Kb94-8I2l^}e(6h+CL~IDe+X;D
z%mppZ8!XHRRW^4NRqQ2+r(3?k^un6S?IJ_kTzZX7;oJ2iydS81$(+5bhg=AUem{oi
z{#>d+8C|hf>@oXxN!7CIEZsy+90|$zy8TSxi1c4i?tZ6y3Ayc5j5{ffL;^mK2djxU
z%t=*-bv@isF}up;|G9IG=23H9W|HsI$lb0bW?jnHVSQYgRFwPr$CS`Df<YjIq6*sL
zApptmz?zegASjVwv(4eFE!u{2K=RG<ARRO(eEava6Elv8#AGk;oi}C<=hc=YOx|<0
zZabj{S>!A@c=wO#20VNSgAZM}{z9?w>pLz!*1c!c{cC^OHiSf;OM%D?rvbvrx$laO
z{cKJ3#5d{!G6VsA1He2O;uEnlAfG)kXUGY`zj*tg2?$r}pGQ`6pve1iNxTCOLFkSq
zyNj2Wy)FKal8)L|iEQQ64pw)`)iM#V^H3EcQ0<egVs?$JNZlT|LWu#_<5IKF@M8h8
zP=TkW_k8skp`hoH)<K%LW{i{w=zc8YgHmLX!l$(G^~^W3bJVA_|2mlD)lu5qOFusI
z{>s3YeWWU1ghhf6iQl$_ooN}&%(3EE3P>Bk4@NiDW#^5u8!26T01lE%QTH#9lBo!t
zInDn-hV#yEw}WEjBua^z-%dUW9r0xD*}8`SS|Ko*IlIEyxJ@Tie(#okm-7neVm|#{
z;dUw`QLDZk#(Y<C`=5(*)%U{At2mLRPtP6t&EQmBLrfvVoS3Z6bs}yM65{@W6ORrp
zD`^`^1ui^#>)%Odk<a}yWbb(eH(HfY*0XV<scG5t{m!HeRJ57&pQ~obu3ULBJ38T5
zt)(6BxzVtn#x3WtuERsPBEHZ}e_h+N$Gl;=mQD)FTL^$qxF!QmCIQ$_1|Ri5n>Nha
z&Sy_JOBJVeAY2B))vFTcwoyAH8Vnr&+g}`q!n@a_yqP7o-Z)w@m0-VTIdk0{hk+Ha
zU~F~xJ=}(E{D{<U0zM(U&M+Jl#Fv2Tu>?6&GWNtfAI%reBOETI7;>^v)c*eS=LTXT
z?w8|I0}t(TYX}<w)&h~{@NXhXQi{5myu5sWCU38u&Z7GXCN+dN5OdVu`ly;jDL7*Y
z1wd<z6SJy1wGVzrf_X#41kX%H9FD4O*Z^BSH+u*n5_kvyrNe;Icsu&8ix$x-Rx{J9
z)K!nU)fjYBYhC1dJmT(T*cnvPV=m{!z}G)pVAm;0WK~0&I$ypAq!`RP$-A}d21quo
z$En+8ZhiO=>{fq)n&s(u)xC^oTcw0Q)E@t=9Q*P;ZS@4Xkz|O34dn%eHh!I`kk9rZ
zQ#r8%FTRqPG4u;EojR^H6S0NqnQ*Pk{Jtpfm};BXB-{+S<%=f7_#4U=cfsCb$DNR#
zMq<*qRd1f}mchBh32ao_!A|$u-Dy@I?{c#19&q@oCUC!c%E>K!dlHp~F4GggDTS~4
zo&DJS!Hho-=KeLlf2cEPOM64a%O7gBYO~`FNy#r?u>7Lfk6r*BF+wK^&qARIDw%-a
zzwN<JfZ0Qc5HJ=ne|YNxa9U~yXaziHhlPl+g8kFrg%=(Q>wb1>^T_#qFtjS{cppRs
z38}CHk-CJ^N@ew@Ac^^s0(4UZ3pRbexW|PKBOd)CDBS=E-5_S&0+aad@fVG~>;sAZ
zU0RT8LPIQY`+1)oIQ}7Y`n6aR<Ym(X(xbGZ#YNW)T4%O*OkrruR8;_RN1;tb8fg%;
z>Ie-p%(IB@+gvP;=NYk;=HR&g5S8uW6Yl$eor8`>kC{oNPA!3nJmuhyz+jG<3qF3k
zN(K0F%JV;YOmD`>l(#+CYtQ3*?oRq<!O42WJURk0&Oi9OKOhJg8xgIH7Q`|3D#$5p
z&d8$V=P&j4EbMXG|GIj)-Pb8-<kqM6!56$JWiw8Y8%YFC7IZTkx-+kupR4Xn554}E
zCc#gM!S{mL1)~q@%av6Ws%A8Eo2)H<McZQr#pOR4`EO5G2c#Hw{Tli2vE7#It9(Qx
zhLfk+ha^Qtq&urYjSthaQ}dqUf6<-<Z9n`?#-E9L>_Uxu8AVYb%goz*;2UZzezYe+
zOj<KBTWc$A)g5<gaK$DG)c{u+Med_~(nGDKt_1T+h;}CO${FyKj4{IuX<~#&6qCtn
zE)-OcIIa6Feo|7&ec>?Fr+8fU`;t#zo7=gz^y6JG*~G*u0+XNm(+coK($YR9`$Z=f
z#z!sihK%efwSc1A@h|%?KYV@p(Z01ej(eMga1#Gb_^|JCT+;zLy5W@@YE8o*N^Pb-
zJRVyw8XI#u49NhPjd09G9Js&l(MR-=Fw`_6Xqtwa8qqHg5HgUF<Z2YoS6*Ho_xQ06
zm{V-sYbzejKibdIwp#8Qpnb*y)(xCTBPtgnk_vdN2tR)S@(tpk?sE9B<_u$-FZ!Pt
zPka3T6;QmN%#*XIS<siceH{~)Z7Ppf^0-QxzAP-f2jxtL1LjfmyLbpygO86nnQ>&d
z3ET!Yh%x@h*i$VFB1%%06N<T0r%u6j_YJ<8JPgn-+3B0wD)vCOiBOxENs3l~-g(?~
zJ9+4-mbFo>*Q$#wCyJHT+RS6W%!V52{k4$`YB*^<^_yq^-jlbQolk|;dNhcrO;<cw
zIHjT;uNS&js5sM=PqtnGH#AUDhr_zxenmn+y^OfP8$TwhP|RF*aHxlu<jdC&2&rPG
zbhDkK9l!C*V9@21%kOtItFAFmX=wyT!`H$#x*e%YHV#spV*J3PY`gg?^uD*BR(IYL
zty@iDn{PLQRlMY0_LE5TUitcWH8_2za?G2jG5yni(f!?3F|x8qj-*AeOw8`qVhhH+
zF5Ppckr|;>^{E-RSG)un|Ge$VsnOL7H8m3oJRNZH`3TL^uymu3K^SF^wM9f<7D+YF
zoannUl69`~K8nvbbBWW*Z4)IBG_R~k`Gvz63j8A5a0*j(o%^&x)G!=W4Cc_$!AL0}
zy1|fLVs#?uFIA<X{nsXbC_Mv1%vm87bM0N)66|Jr9KA>}G|U>oRE(iJ$0Y~gGZ}i3
zl{@&TZ(RgT4%giERQ3_Y-GjxLNPG0o#=+ayGft<9vyVO=>FDY@=#a%(X(4sAn(%&R
zwKC294l<4wkua}JQ1q7ZSg@S>UHA2SP-zaAkC7BiI4GKCTD5jM51o+v-ea(h4*5}7
z2H2T|5Uy`y%HwRM*M1n(?`)c{@)ryZsFj$Tn=8#!lM_=^p~_EH^rh?#cL{Chf8Jx?
zVSa<n!I`<FPV;FL{b7#L`Y=7u7O{kxCX2{ZMSGlUd%8nYo;rv*7@g2^r6SzPr&Jc$
zjB}P(S6xt`&Ec+8kN~qr9cqT@kb|)Cf$I#as#@Hkd?a?ab?vNKB}Xj#_&cQ~KI80p
zpKDADe%GwCucl|Dhd=4;(<&6YSDhtQZ+&)0ucOa<%af$!RFRzD{OF69#coLTzB9U?
zos#w<keJLkGIZpEr#x6YWRF2H(_CFm607uwy6VPH{zr7OO4MCtG9ATybAL$UIEQYz
zpJ&do_42+xv%RXnGgir^Bamw~P*haZ6+FUA1U@*F3{d+1iA$1y^X=`KzCJ`6KJi)n
zPE(cP;NSowHX_&>ph5j!?jZ%LT~J*7{dv8ktwowCx&Uo-3=HlGO+G=G032{x?c$m9
z@w;WrjGSL=%joS|`4eCDTmC0X`#^*=S=^Ydn-gkFr^}Qm4rluyb?XtU&fT80{GN)+
zN<F)^8uAMc$1dDX5fjv6Tr{Ctz^AQw=bRSf=%VCmdHcMPK4SiAP`1=W+}ph}<xw>u
zM!&GQD1zb3drXU*fU89BW>Ve;r}e?aDW&+!PEIq|k7CqOIBJ_12#Ugy5a`D4&hdh)
z#-dyxE+vY(W{=E{;&0RfQs0iITBQla3si5{7?rJ%jaQfoNO{TYqrtPfcmI6*fmuxZ
ze&km*cOWd;#lr^3@A~*DKf*?Z{3^oSfWXy;%?c%z<$iMCnV_95Jzt~JOUXZ$d*52|
z94HmH4*TiLV7R;Y?|MQ_Pbx!kT7UXG>yIpIer|$>&mK>yuJc&?&~4;ZG>lgHKCn6E
zt2UF<`BeGF<NK^5>Y7?Z(-X}&d(Q%0samd+D*3zl?|-u!7$kGNQ2fHlO-0h2zb3n*
zX0oR=4*HrWxa=eUt}mG*v>VIAb7k4T{n+g6kUvQnPI8^`4R;R@8-(0ICqxWNhbZbS
zVp1SvxwBv$867=>>h8|h3k=(Zp3r@FV-4V=juA@9ykm;=0@{#3!jv7Gk&zLb$x162
z`DfC}@SS6*{{2UM)T}RiMvvumKNczmpp;=vPZ=b1Y$quxsV)6M%NumZM>A{pNU{`{
z%yo)K2z03AL@yuo4*Rq9+2<>@%E~aG%2igP+woRFaY~>CIe#CD34{q8dv?d)-=C&#
z?RUUXxG}6(cYwV-!XNK<Lttaa210kHV-Uuh`wTi)6Y06d1iYHrE0*SyY_DX$I_o)m
z`+%L)0kZ4Kdp;WD_gi1z!P|UwSYpQsj$aRD?sld~<<;rxH4x9X%zhWO>|GZHxgIBS
z6hP{bv6;N|pY$P)bOnqi=pt`u8Rgv)!rlH<NXh6T)66>`>SJ4Yq}ExjFS7@&h;k_D
zM}6pKo&IPyW0qKR$7?@k->(1lCeIe&ZEl<W`%9Q(!c=$r<JauLS^C6XXXe(baW_8R
z6`dD`bt)CH)akM`IR&m^D9$NMOFq@L@1LK)$feX9)>7S+A&NIWW@ZR}g2V<VC!^sZ
ze?D}o-6b|EN=RDz7L4clNT@{N2;Ngt^g#aEXher045h%TjyC?YqtQl!)G%e6RMa(B
zSAw+|bI%0W<kA)O-Quq5x?;IqXRZuB$y>+n*b9gYLzRWV>az8&Gc}I|i|^mRPjl8`
z409|4{HqV`6Cr2im$PA_AT3Q|bWz>e6K751!KfzcD!T4#Dsa=bz;b-t)%eCWx|Xj$
zqDx<e!dCoBriyBc>H&AQA%*?Rqo6>c=L^On{V^VIEdV9a-g1v=-dSUKZ;)wMq*L&Q
z)UBbpg-6x3BWHZTL2z+dtj9{wDKb)>lQ*zGUH#sUSn>V5RlAD>OmY$)c3o9Ba(Fd$
z!^h`3)PtqJe&zA8@&hU&*2qpk2v9;ObP$tXXK*T~D4U0DrcDYxk79W1YCsuqu9PG4
zee@I6H!;r&+ir)sj5+SK@iXP|J@+GKbc5SXbazXle2|hn$@Js{<F(iH+wQr{3M=Zq
zXNNG*5AhQY(Adr9IQm3ZRc)?*557InBzWX6R&bM)SpSRNdBe~sfBo8V@EAFh1~S|;
zU%U_ylAym?X83Iu;hcXW&#ha%pN><Gd-?kH-RkN?NAEiPM%7G=1Hl7&H^PY#&^O*+
z5hh=ijL*IJv@;=0IIaB(eu~Swg{f)t>`(&@J-rar2Hw+^@pgHY0E>$9;jJWM`-vi-
z_|xF}W+BIsnVr23MLTUZlI;-TaDce6u)>GYiKOM{JAM5UKada>vY-9inEL?_WVeDf
zm8@FSmmX`(DJ*pVu!BJn4gPY~-!;|s^>t!=6%NwO<7MO&l$2lW-8aG;jC7NkKbuen
zn#BkRk!Wa>M185Xe>$sz3m8++zE`+UB+S0aoS!_Msqg9K72_lY-kd;p2sKVLVDEXG
zD>C{A9=qGU9}yEgf|^TBLEY0qhWWss$Y}q_mrNSB-9A&qWa@Z2nuWZ{zKP^n-}%&?
zv#D!S8u<};5iS_>I0G1mn7>3?wBxC%W92<!?%1A0+aKMbAG+HNFFAc=$UdepSat38
zle-_L9en9eoRV?~Zxxfh)3Q?`;91u8$sdAz@u?<{=`YdUeDCE@F)l)sLo)!q<^UZ3
zL0gUs_PB@RbXc~wBE+$uVj`tRw=-_sF?C$w_1NsED&lyYxW2l&+@9yF;h(e<<MzT9
zhgtQ8PXWhy-I$Y}eiQZD0sC)<P$?s&Bflx_D2bn+ACmESczA}q^h6>DWU|BSd!a4U
z%T$s-yR;LZy2NvRUcvYLB33l)V8)kozrW&k#5GMAW{FrQ3j`Jup}JEQb0-l7L5y|Q
zGCn_6#E-gg5ThoD@UmfqSnvr8haf=0qi4feU|Wa2<+*Op;R8li4z9VM_Uzu>d|N<q
zhsx%%HNZh4rUaHRo4<T<3cphFO?WaJ;Ag-GNk&c%WuPU}0J6_jJ%Q>hW|_pp-F+6d
z;GIrgjRMBT8x^-0H|ULe6KEagqn`fAwoY=sQV{QYK6c5Rl_}Ihv08QU#$edegYxzm
zLka)MH`HXt609*x28M=Ty1Sd<OsF?+hN^dYA<yq47Weq{wANjk16CZX`b|OW&d0;*
zl_gpFf;paiciX~f`<~NMtf)OhIV;U2o$`$JqmMgwyx^K!{9}d5;=~Ld6htlU?F7>B
z5vC;RvwMmLolB#R!x~FhWItlGvod5fh+Fz$=qR)9o|82%+N`r3UiZ>vv1`~eHBv|@
z?@*7UA?55_`>{vq@A@2?h~2~#J)5d`vH>mqO#jv{h6&xrP>G?jX~(RfER`w-Nh#6L
zJ*LGmeA?c({9e)uJNf<zJDFjPQ9Ka;pT6^s(I3VRYiSPS!YlWV|LVDE?I|;(j+CQA
zM)9uAA1$R}XG`~K*$OwPp0%CSArJSWSCt(f+c9FhPR-A+s@dRJzrENy`vbA758$j9
zfuQr%ccls8ovtxGApYK4$0`#_U9F8Zh;Tnb&bvI2Tg*9QaK4?vYJBJGjVvCHRUZ<&
zq;1FhNIFP)p8C?ug(Wg+JgTivdgAwFJO030$^4c=PFPlo(R8&WNzUb*<FJYa0~z;h
zUf%Y=_df4Je@W)aGjMn-T>9nu-G^+s$cC+b^sq~GWlY1T=%ojt5{J%c$&D^LNc>Xi
zCaq>DrB~;kRlyo3MxDblLQIHCpRcpCwI$Z&1;mQGUAtz*xf-^osj)w|d}`3!qxW*;
zz}C|J_X?QB-UcxbyJR0Ezxj(Y^iD)ddaGu~k-CwoV{$m>>i2$DdW+_&6m`&bv?nD)
zRI14@p9T^_OPnCH#<yb%a#%NJQ{+Q|a-^$=(KML!SqW<By=H$y7ntMEqsbQR*!4O*
zD3md%{XG!|0P_lgw{qvTeeR1r_xD$)4UL0#lRD!2<C;EAoUn<lJaMz9{(XeKt*ujI
zX>`UD8Fn{!cV}3QBuj@`Q0N?Qx@u{OS*25d(xl^>pru-?jcd_)eis8`^i)}qps>8M
za<t=sy=;Q3L(}Zn&8)1f@5tWnc+RA+#~RnjvS(X1c^N+$x6*O{#lM{lR+BsVaIf>e
zs=2Q$_hFS8osTB#{U0hiP8~Z~>hyYz8ZR~~Dcj#qN@BEF+K5W;*?7KIrgbZ&r*rWy
zKEFq`bwUHX#eTACiKsp1n&z6cF!oye#9zg$bG69x9E6c@r4smTk=50eM$dDo>!5za
z$CEpN-fZ+amm8vCp}7AQ)_?-i4|4&=fBvlgDE?F`NAsM8oggPk2zT*w=^hsQ?+<yK
zPtR7`(*>%<6y$C}wS3d%ks>tQsRuk_bZ)ANyzT2tVsDP0`yAxWtnZLua!|U^J)k|}
zLo<2%;05~V9OJGs=81<jRvI(<{15jWI32gO+gROM{jjHj#ukqs*F}*dp|tqTT2QED
z-<7RIrV9~bhJyiO7laLdz8$#EOhpv;4(g{$X8R?2RYgQ@0^mkk?YPTPx%|?f8m;%o
z$A5L4Uc4`rdsDwa#QVbuHjVf@ElzStyT{lmY6f;CjNhSKv#HB<RCtu&I^5CMH?6<=
z{)hMb?9;M(sYbV&uXfzeTS~|jm}=B5Eg#y5b7T!=Z@p4?@Oi_pd`c}*jUygX9k~`Q
zoSz)NZrk0lNt(Suj`umUH2?JaH2=PjCu|y`jFbKQ2V#1<n=f&$uFx|lkDbkO3NHK^
zo~+xy`%H^XVvh)a<A_)wxh@4&_0ze!lpIaglpnLkHz>%+FWL<GO!od%^uBCwp9aA@
zF7M#!8%yOe@90W(Zia?ZArJ;G)BBGc$}R`n$Dht5#)QEojMkP>p7$><u<KCxfXg}D
z-4aoddG($0>0k<aW(y&e?b)I;^;!80KW~~nDCBs5#eUL`lJa?za-e_`hk+)Gp%nY-
zk%oe6b{tCAx(;OM++^a7`j(@~{k6M;!G^|Goh7^x+F63|B?fZiWeuObo_l_1-$Om>
zPgh2?50f4%C2Py)m_ocuH%(l(r@MV1Up^$C7z}j$)T!9!y`mRoIZ+L|d3YRGb7;F7
zuy;qA0RNiVTzGKWNpViP#geMK%4DJu3R(^(IUT!7zuT2l+_O6qzHxz8=P7%yu7vij
zrd!_L0!vRy{#vkUs3)H1AZ6%JFK(Yt=#Z#Y+{Jw)kMg*woZ$&o4xJ;jyO^DIW3TJR
zmcA9qj_f_BJip}1Us67>)-|E8ydj$?vT;3EZ|!gQ&h0(DBJ*{3OLxtBEFId(6>;k8
z%B}|M&L#KM$*E^AUPQoTPE3ZNKU?Bo7jZiCpLPS7wy?bXH|A+XwTxYt{0Z@^@8(<*
z7(?E&@^a4KDs`3vyQpZIDwMA}d@K=Ds(KT5aaUyK#1szO(IUy$iIp+x+pp)VPSLb-
z{4y<YTi`2lb2-2#=AWoFSy1ch)T*()wWmi1iFNspq+NQhQ!M>{W&H7yj^PCLaYxV8
zGd2mf0Yz8|i0*{}_=K3s!LvARFj&z{B~Lk1U7Y3N$(jY@xleK|cf>O<2uv)@&O(@R
zkY_Jz!kOVqvJW8AKG}Q6FsohDfj3vUxYg`NTnHaE^%L<6PsFKT6%NwGm7ZtH@w{<;
zcWS0m#M7|naty8y7^3o-7AkjS^C%l1^v=KHZn^I}%buPdJ@I>PkCm+BZ0<CZkg88K
zCOqV!RgjhX%x{$WG2-4<*XXV$-GQNyJja7OBAvf>%0F0r<2vNy>+1`tbQH3|Q&!*1
z4f$ZXnt6>sBQ9UTo*ii4aVp7GVAe3<$5u6uev?fpVOTp=78#Ly@{#FY6<Up3JInr<
zMBQ63F8fNqxTuhQ_(5Lr3Bl8Cj3UivcYpBxZ13L5V0P{MMIyA)x@!E$=beY0JbG&O
ze%@rx`Y!vc<{hU<meQSs1Y#s!>$qFnFLCJ|>l+)Hd3he=kNK2oK8n6fIKgt~iiM-&
z^p@sHvu}=Jdz()ns7H>2Ny*$h@DJNCy|H;;O^1=w)IqkJW_M&6JxniGQ!rn;pYrM<
zjc5NQtq(0HBW`|@{1DB9!<cEot6RjO$g+Lj8edmxFJ)4{oEy9ePfp{x-r7u4-<Y%f
zTBAdkUB_2f_~w)!9X{A2{(58Tvg_X%=4n<Ezdn*4hc)r@IadXV;~_!Oe)bKLATUX-
zF^Ew`{!+y>a_~Lgtr5}TXsLH?uJy^Z@3*$MRW^OXM=e$xsH=I?>i4g@FI^#przRTT
zQD~Z+AEOquk+6t@5DLa#L5X~3jsw0zHCuPHa%d)CI_0N?aJDnIzy6t@M|?(beSN)i
zdFQEZo12?J{jB!I__jO{9~GqeD0240v+L(?EM>>WekLnTq$}SwA#tx0L4n)W5`52g
zQ#VrB`!t!+OCA2?|I_QsywUX*Q4`I=<oZBc*(BlGfLG4yKCwHFUu7MQ;Uyyv<mBL}
zww3lL%_a{j(#!~yW=mz!N?T<NO?J^5y(;?ld`C*`_RYfqjgn^Sc_u*u`<RN;I4+Fc
zH4f8c9d%fcE*|@SVY`pf=jXF3oHHF&n?%3^a7yC5q?0W1k5%1F03_vA=GEf9*cI0F
zBl6>0o~$~u)sz#aBHt`N&z#U>GEREXgc8!eiSaFsvqa+s>-zrR%illy*2kSvx&Gr!
zMk+fe56=mA_rm5TyveNy<9*7}Ymne5^xCpCG0{Wm+r8_TxL8Gsw_A7y5S`kO9~Plk
zfQkz9@ex5hm=-g{@d%;bsMyewKh*#Ga&yxcSXkm}p|X-v3nRnnzeDHv#4b>~Y!Mqd
z(C#~uzf(>)@U+680@nsHw&YuaV(bYlr=^8UWOR*PK6xqxp1#Z_*EKgHo8eeu#xzQQ
znfBP02$FNu91p~mdrqD_<Jp>bnrSKGgz({gj|#513!0^`T5Rno+ZGjl)%fd%vAdV_
zBjyE42`}>dxhY>L%Co*+sZ&*X^2U98>wL4#Ckvg-LsKJ{Ur}$|xM>ygqwyxo<(@Nx
z06b*WZyhiyEX~^Psue5vV=SjQoLjE2(5iz=GkR$k8*NW-@9fMBqNOl!x8UK&qJ^`X
z&O;29NeChVYty{=P5nS}>m42JXqzX#T?GNr=|7~+nTOF9M?^+uJoA&^1|wVZ9=QZR
zA)#l&`;siH7*Crz$o=pXBq09lvD4oQf^Y?0P;=Eu=pnpphFQ<@^IKYTpby%Ba5)ZH
zPih}LQH+B(J6R?(ranlCPhTF?I;roE9~es49s4OvYzNeh#-UAb>7{D7oWD@c(oNkR
zZqC+vwKt+>kAJS}hV^MX%9~-1Ve4!zy7afR)DFL2-TG6uvu*QNbK_lFj*~AVT*Esx
zUq4=2)_%&)<`R5pi-@YDL|4r#YjdXGi`#~6L$fl)*cvx{ZmlIftDcP-Z9OLS^uw`z
zWrv5)A2wd2vfs6QiEf+wPJD@&G)NWPYO-Ir`F8MTO?deHxcjoNI~9pxC9|Gm^$R(x
z_VKG1zWw;<U*?#$MV4(^k<mrL80%9Od1aZoxli8pD$?0d$Z_ZDE-lT^1I=ndVdHXE
z^4>AwvzLZ0Xxj>C^jOA?vT8V+%r>}2mTY(0#yT$FKR$llB6>{UsYy7VXwR>{vyN*O
zN|Y{z<{zcl;gct0f_fmUTn4850ls+!=ps#v9o&^v*uQ6lQzW3!E$t7aBR0r^@s-3B
zw7t;N6IVWF9s*ZD(cIeBcEr(9%EzbZqaLDgIwx8u7C>ymsv{EDr1|m^onb0xmO-dk
zgmJc^cDv=&&O?4rZ#-wZ9%dODafgR1Tdd2Mxvo{N*R{oCAmrzPt53&M&L#TjGTm%k
zkZA1+JEd?_!@FZgVO;L{*3<Lhne#mIo}akKV3!KEOFHiCJFXG@g)#9FV{6sM?DM=a
z`|*&EYF~@p&dZ;PF8#hu@ijvo!=&)G(fbTc6g?X3%9E4x6{|m<&(ZRV534*WsnZHD
zcz1<EKsAV2Pc=eAmMt$bDoUM+0szUU$hs43sik6}Zw;>6Q5<$+`*cjhA-5ypag^{^
zba^Hw2fZpkJ+tGW6Te3_GGe32)Z_Wc3kD)Wu_BLI^H7tGxes<+DO^V`>j;{-XXWMH
zt=aQPwst!>4NRjBV_aO384F|B073=EUN%c|E$!ECU%VvXWMD+*;j!eb$S40cO{D+{
zR7BrN{GcuN+q%HNh1OY}$KMciY2ryOL<JCxtY~FIcv@H4L7#67-*po^JR`c}2q`08
z$T~jW$1|>!R8&OOi4PGb!T*P)>kh}dZ{ID7mW+m-Eg~v=q>wF}jI3<3X)2N}ZYvp;
zQ7I$ajfRww6*42)N%l$_zw`UNzdxSic#r3JpSth+`}tm<>pIW#I!}0GPJRELQC?1z
zuwNS+s_@^etqnpxAJBGi#h7}qW(}R`Ns|}fqV|wv+wPar<!w6iZ}S@mL#uP^of~x_
zajnZto5{NrZX`M!F!w*)pYYsaed&QRZQf^^_Ws89mRTXgulx5$UiJQYPcd9qLE{{K
z(3d0EUaxRB`?R2^b`3ibB&8VFV&K$0^(eExPzdFzZ#n|Om#<!ZDO1p>?eY_<=~KD{
zH(BQMvH4GRASW+AdDce+C<~%cXgyQDO?>X^3brV)5t*L1{$YFE$nxe5t?8X;+3v@$
zh#foj1{S#MtL3j-{{3$Im%6q_K!`9aOG5rm6r57zHhvr@rdfbAWLT-4O<RHj^xBN`
zg;8)%<1mAsBv2P960noxV0OK+@AgZjk1jSHW4-`ZY+!0U<qfBqIJlyK7YaULvB@Q`
zeK%#0ZDNZ4jY~Pt)}M$LJbA*4oF%P|YN#>@|4ckQ@j>orsX5NOGFy7ZCV`i2SH(`L
zbf_V=?7EzALt47Kf3#}3ukkom(fQcnZ!TOmPK?<R^9L2B2V7<L@0${SNk8);VL8f*
zyjd(Tp@~JvCf5)bs@73kVPRp@a|09)!iKl`fjik;5#Rg9kV{yJ=EActmU_1i$o-_I
zYvW6&ef(1wO@4=nDz%HEPwj4TiE2|qHV}X=msnR@x(orwi6k>mDsb__o1msG=q+_V
z0C8Kc&Fi!XcY}c?qAMv7`~fiP;NdO9yW%*?^GwS{@q=TjaB60T8#Y_u_91&9Pd!cn
zrwE$>>;p=0KPdH4neR>BQvPzh>iGska?3>U<+I5>ot<$ICKY27%CTjmwBY*g<Phnc
z0+}1DHII7lI~20tKU$VWUp(V?hm|gb_4uLX&_7plomOJ(zOi>JuvoMYH^><H*PrFQ
zuVGolao)Af<5NLccQKbEb2xA1-AB$6iY4i|6mks_Qd%|g?Yk%)1kq#Suh(}I-*XfA
zuiE<h`s}#}gG#e%SiY_IYjrBE{M2>vfftAKJ;%t^^SqT`+S6ZSYZWVCvToH2$^d|I
z*FDO}2!sgnTJz<-Y;w(TD?L7P3C^n`{{Z^)mP9w^`iZ`1a~|SVKCWVBMRtX}9m3Wd
zsKJuEw896_D}-TT2=DRo>MAKMZFlboors7Cj8;Oy1{UI<Mvdv4>^opmy-zl}?yX{-
z2F1=Lwc~U6<eHnhE4;gl{b%;Jsfo_Xr!u%}6Dd-pW`XyU3Xje`JjaLiVxhLw)KCF~
zaNXNsW?m(wnx9slcTOos{vjYa6eLZc0??}_Yt+Gi1XHFn98oh{Kf@vpy<X_+^<Td_
zz}pV{s0=@&{A{K9q%$@t$uC_CDZ>Kz$x>ENR##U;Dww{w#5<!h1oQ*eHuxq|%@=P1
zyCzKb_0FApv-bMmAO53A9fANRl~M!m^0(PpU$U_a3={#CqIdJPvY?uHi4D3iz~z40
zG9KN3BnEa%I(bIT{0pf!o}qZN`T&9%=q=x0dhj#N^`^$AJC(AL?q2<qOhqGttu}7B
zvM!F+MPaCTEonNx$A0HK-mnOv%1{DEhwFYgjGJlp?%lg(%NFBT*U0MD4GatnFq<I^
zt!Bt~GAk?lA8nh%rmrY>Ku}HMpiFG8vXQf?);0?Z3(m@&8g?%&1xy(K{>F9(2`o90
zMnDJ>;Dt@RA9!S_!#>TI+tTW5Yqu)U)XiKw*0-WXk0OdSfs_;`R#sN1D95YY-ht^9
z84Ya7v{D=M#fFfLXfksm(<xy1eghuc;jW{$ASS^S>fKGPh~V5EZ?mo-Czv|e8b8qF
zbqL)66i$F2OYfEm3JQweG6Nfj3?vih=!Z6nl!=`^6FjB$nVIU0#`kwEy_hh;?@Oh%
z*4;fb`0)wJ)(g>Wo^Ur`1co4eg~smU#n=ZA+Q0#ulsa{lP-zwPjN&I)Tx)q1OBHxi
zgU74y@x_3bbjg>*#6Eakn6~Y{I=kc}#X=BSKXG-9e$*lCV}X5tg@n}(Ky79#zNwbI
z{bcBCm>AQrvdYa$@l<_jgael3YFN9RSAIo4L<o7VwviT(&P9H!o!X_xA&&bC%R~sj
ziLNh33gFzFU;Hi&3OXu9HIvK21`Ctd?i)ShFwWMMe8%<)$`Rn+Nyzqsm<453A+sG}
zZOjYu?K-DD<PIMN5q0zCCexf?mcXx1WlMUPGxXVyj5V|v=1Q@2<Fa)h^W_))Z2$am
zUAL>HqQZCjuo?Jq{YN=wWW4nt`GQ8pIfCa$3;<3?x>PJ+9y#Llp^a_lm6u<*&1c(!
z^-bDzt)!+)d5zPmhMUGc&!*QnVDWq_>}H0M&*m#r2J(&SqIcWGAD;xfZ#XiZtVsxL
zCKkA<WCJ?J_QS972pJv`nknA&)bA@cd*pOzWPhMexwLeIKHPDoUkZFFVMY(47mOcx
zKZOey*s#b?=<&sz0|MXoFVX~zy^?GAT^&;TPf}p&qF#s&Ej?}EztW_117XLxw*#4n
zp4lAluTDD?&OK3>dvas+jN-E{Cr4*zP7#q<1e+gAI8o^pHe&`erX-rwK9|JYfJ7Kk
z4h;>B7m680@U)4+Z^gjCAbQBz*_q&PZ{50uMjJJ%g>W|hHWrhT(gb0t)AT-x+n26S
zo5CXqB$$}bLj*%c;9X6>wy26d^+wn$s9IS)%1pHtI~FTjZ!4-<<vli@bYTMjq<1rW
zshN6m+_!~}19$nQEsu3iUITno?sMqP>fu3%r|_db%F2R^Jmr-uS6uqz&b;!|p|8Kx
zmZ|^I=F>i!gEyT_zTcKkHU*q|<`=0<YwOEz-%UlzeXM4`E1fvl{#2iDsCrXp$i|_M
zQ>}IHY~RLoXKxRD%|<OwvES!)X4uq6O&R$+cEZvzO|V_#;pcBuc8hC{XO8G?)wJ=Y
zsBt{O7*c)jIm}w!{rvnS$(rwr4n7R{kn=09vX1ZICBl@M^R0;d@8P|h3Hy5g_3@<3
z;A{vOd%aHlm4deRUSK#xRVqBWjTMXhwL7MT1Oy^5=LDf7#X#YB6B`t$Cxa#h9!zuB
znF@xNHLSE^Q|{i~i|T=;pOlo(Pi-DMn?zFN40!0qe$=;(1+7C!i{X0<tDi`Kqu2t2
zOauK|mlO91naIh%KLtgz-zJje@1H6PkzU-y7Jp`Ni%W}s$c_&izs00P#kt*f@G+>-
z-uP`!8FE5IDT2c5E~S^faNWdevFym5%5BD_wPqocbuYJV9!R*i<@(3(K3qeKCmF9+
z9`o}C=1^li6kZyzDdNkfLB{5{=Z05fnrO3`BWpuv%ou1R5;`wty9~s<CvtCcHhwf)
zZ!~J(@U&1K^`^?l7z~qB)jSUlkbpHc3d9g-@P$|J-yvq^NVV}A$LqJ$dyZi?yt_0a
zmBA-vJ_kFBG*;`{+S;}_(iYQQeSa<X_Dq(J63{mON&fmFyIye*_vp#gbpB?3&*I{j
za6&3hS5Whed&?28mZA;!^`7Z<f`dnT2X+P_4eIRanT(+*KA%VDzL^@Rdkn?4k%{Rj
zxdt{!qCRyciGJgeevn)3n&-;1MTfr7;TJ?V4`+TT_$hFVRBbp&U#En$VZYBm6?JVP
zw!XVs{J?dhL`A3zavA*JDREZti-?ulIJvy<{dlJ^KkR!r^;@kjuaV+5Wn-Jb54%ln
zvK75xx7{kWt5nmntT*?CS21^+qagJQdGWg`ZWXa`=rpywnp-Abdn{eRQ&1z}tD+8p
z6T^c_<L7z0;Ixmpbzzz7JvGp3tvSg7!gz7<I9*5LC#TY<`p+E6@0B|fOU~yBX?NdR
zQ1y~pQrqX1(s1Q~V7boM@p0gQ%WG?G5@d2!mAdlj)e<wK8=?PTSon2jrUlzv0-u~#
z`sDe>%Jz)N-KyBlKXW(KVExMO((HxP_>#?fK3|e7&y~;=dr2SdUYHBHcuKt4wb#pH
zVCPcb)-!EIF8V&M2R}Hw?rqq%O<S8@=diz>Pz|T#=8G!q1dCzN^ChbA5rfScfgs7?
zr_*1GS8ReF?U&hNoU3ot6H_D+bY?ko*Y3K3_Nc!aM<3UT3Ff64_gA%%l0L9h>pyJo
z@3x!UwaGrrxgmUdZtls$hd0%QUw-oa&KfdM$61E^zG3QRDs>GU=C?p)J>or}|IqOH
z!qSr0I*((yJI~T}I1;AC9J>t<9JG7m3o<zk)~`s9j|=$JcrsB0vPUxc#f1<2$dfhG
zJnhTi40U41Jrx*`JU7haSbZ+7qx7?{p{ZwQ^2Rq*wufy_b=r>~zIUQKSmyVM^^4`F
zf$o{mtCE&;>k|(9sVk};?Vx^RV<LLp!Y%9C9Mdx2E9)j(=D>@mLUIZj&M2|`xf*Sm
z>st4z-y`v02whASbTlf}er`3g$2LJZ)Dmj8pY85yj(j9@K}_b3-HQ7Uh4*%Z<z#PN
zraZ>z+C4mf@AJHK?@^2A|6PcPY`;y=I$9B7yw-&;SGr9{zic$pr1FJFm+9)d*kVJS
z#Klmxap6cuytPHn*!l#MqZZ;Qd~XdX*ZLoYA2gYZO-!1KEVW|76E{3D0b61}e)9Dx
z^$Q~~Y1<YYoT0iaZBeFn)WUaX?sT94&0e;Qh1$Dyp;vcDyl)(Dxc1UrJNmsV)Hpg;
zVy71tW#-gBPYBU)UMVVg;n2Y0T%+F;sC0b!#@^yOnr*f>zWC>whtHL1#9Jv~4E$*H
z$%?Pw%%2Wv;|*6^FHw$EQ$Mp?AKJE)Y!+0aYR`R+oPBqw`DoflF<UbKSi|WpR_E>-
zctxv!@{Bh14E+lAKEJT=B*ApuyK;lhN9ou4x~2-NbH=uwPoLg>{mPCSJlZPB0HqY{
z55F#6p1D40_A*B}X2L|HZbtf0q&+z-<J-3;$<LsR#4IwUtAqzZ%O-n^G5~%#`}pDW
z=_^^GRY<xHBSH!5sp$GgEovK^zKpu$Ru~yAQePA74b`Nfkul)oIHPm4?G0zEvPJmA
zO{P~<L@Zf8**KJt={2KV4^H3b*V3?=<WBmyGQh-nlskLNMO!|LB-`PH^hlXE2Q=(Z
z5e^>tK6QPGa~Fe;n1Ifk$NQ~IIs7kweJM+4rFz6X=zO<J)5MzqdBuPqB{nxq9<qHX
z@fY+tde2n4u-`mh%{0?wxvtpx&=(Oa<H$t_73hfZ2DTa*W1n&kkI=n2qIIvAN1b+b
zU#dmHB%W(7L1fcaS`?hkY^PzAS_$ejj>*V5k~;Wtl8&r;a?a)b;*W*D6iu%5AfP0C
z)cdus0n^DIqwL@fsGx;%EB%YbHJOCC@T<G$&duCRp}ic#HXEV0pb}YkZ~vKrXWrJr
zZ1NLu_<-u~m{>_4N#?uhvF>uqDVB~BCQk!uLxGd~4=q5(J9$6*r&;x8==N+`#im%N
zZ|*r`Ad5HTp}byDVOe9Da`G`-?(l{!zvnkP46C~ZYtD6s&iYFRU9SHYARodh&S-Kd
z?hSy5uJ9B33+)j0Sm!#vb<cXIY&h%IV8i*MyS(>)_I(Lw{{EgTZrisgU=t$<`8>hW
zvlT?3eCMi#R$%X@zX+Gn8gpg2Rk%ZoUP&ueLc!R$H=cs7?hNQ;0OOo;RryC84`~NG
zJd1HUQ*LVHb$C@GWvPGC*N)t`HcNpb0=%D-j;j?4y9zQHeS=xPq<D3mvrwC}Xfm;x
zsdY(P*y76G`>fYTez46*g(k+{=J|PLG@U-^?3KWlMe4#o4Fj!1wo>s&iUzLHP+n1%
zaqBvCOl*&dbyVKL>GQ`<mL9%;$NHh?A!DU@YKmbU9W&&a$^8138NK^wJ#=M;&l5_T
z$~yOb3(L>if-3W?h*6_uCc3mgPM&_>;h#5Ftg92VthyZ9(<Evwbq>8O2sp-ZNO59X
z$s{zKEw?YU{+0Ge7J)MtjKA|8ICoULwm+}NcrY}(vfXZFeIroouEPl_t&MK4*Dq=Z
z;t88E$kVQYq@Uai0-yW9g&*;~W1j1wKR)NEbwnw<Lx6~RP|M`uH4Y4oUMIp!=wMg;
zwZwcngU?zl#r(03B(tu`ZQZ)}Ssd&!tsL~*YT6w)2F`>d-6Ka|>zPfNK3>TQl`7xB
zbz3V<pD$qIAYwHEU<nIV7;pE}I*!>pzZ8Q1NJhpTYAJ)+3Z>vjDiOu+U!LBgbDQ$;
z+LH3Uu>()rPpHHn*=0WL7~<S++!L97*2_1>EZVYkWNJ$FSJ5~T5<V*S^g4*u^})Ft
zXW!h4qn{g`zPCLh>S?^H$j=+&9Mz;zg-vHJZmp!Vclgs|f6p{Tw>{+53paj`pVz0=
zKek7#&U;Wl_$$!;+J$|epH|a08S(tnvr{#vEDrw))GM1L^Xp{QSqT-K`LxWL)OfD)
z`A4QGPVEfeK$g{ed^-r!>47WLc`}P1&v5bZq-(pJ$yeKEwXHCU*HfDH4&A`5t=nOW
z=hFM4W;}hTG)R27ZV@h7FZPwbel3qN`exql4t;U0i1(ryh4}&^5)z@hIo|7jz5nS@
zz#IONtGHsZ@zQ6d8oc1J?~flp-VF`?tFFEM=iG?{SzQy%WSEOUb2Q@JY{u~@to5oJ
zb34><fIEmqThHG=J*1?if$WB^-s_M|OyX$RYhZjV`~`dbnZ%@fsapPuTRaM6q{d54
zRwy+zXT;QVYwV&<mU?4LZsf0<5KBu7dpO^iCjiDiYy{thmM#9*3V(tcjG+O4TFu@1
z^E5Gg-+Z<!pUvBSwxWW6wtiFlFx9`L?aj>~wqPUO4sQ2qqw;T|zQ9LiVYfJWzx`Ty
z;OZffyi0iRUeJsc^MN~`*1fU(B2w?gu%J^Byj{fDo!ZNBw;MIZ=0^%8e!kZ2)3MvP
zTh6eZI?<aev5<P@6g)7Y-NFeb06}apMAx2;hQr_G)|Qf3EBA9BL+=Y-4eFRWm8}~a
z6Jx0kalEHVTxUBG)K^}<wnMkf)WbJ0<w&z#G4MXEC$)ovgX7&X=4tP{La3_T1E1$H
z=gby%Ir)rn{oL4)mZPhM|KDj_+bs10X@h1-&xp{_ukf7Ls#h78(?_h^iTexNwP>No
zCB&bXm+VZ-2FUL}-2D3J^ggCrqB6b1V)}RXm|WQWD)amWSy8{Y4A1rrTGs^vSFije
zM$6<D<&)F4hq0(mMn(qV2VY^`Gt4yf^N#u`CkDA|qraxZOz46i>RUQFC@tOCQ#m4P
zn!1~LR{63q&EKI{)CHfmMf$YtVwO`_y8gO2jJ4@vMI*xiBD!SO2E48jeE^~M$6n>v
ze}7lSm#HP?l3eNrx`XrQ=_l?OR?Et&YHL4v@iY|nJn`+r>^E}?ciV~udv&@ypQZ_o
z41Gu@A7W!;gD|!^>Gki6tp5ftkrzzG=SSK8-6J3|+el-ckAs6V{&E@LK2oP1fsYWH
zbr_Qt!7c=gfTOg9<L&I>9H=Oh7cHp+iAZ|*P<1+mUV$&_0GuDvgC!*-2n7Rt3w_DX
zMHLnIuw(+)Xfvrxuw8>4^!Qo^wldMxEndcwOU~1$gzJ~hmr-EhjU#X3-luYjU$y#f
zeD6}?XDBI~OM5ILx;}3;@D~i9e|Wguiv7b!cKVvl4b?nsO%BD3F`P7lUYVU&%Dyx^
z9h1rxx%xPxuyDpj^S%aUXamI|;28jg5(u6f?n9Cj$eM`FTG51&_2$2S8~&}`J@Ki#
zFT7}GR))OmZkPIw>RDZSg}-Qq4oY|iPQ0#;f`-vnbS&@<2IW><QD-h+mONnQzByoh
z`a+G966?3KKK4vTe@E)8SIUj1{;_Yj6-9hS#Ynh-|9XNEkw3X_U!bTc{hz5LikbU>
z3sX{39y8J0al|j={m;Qm0VzbZroX>Gp)fU#oH4q4&f{_Far+PC(X!9}6Up}ee}fN5
zoVSd-(_hJ*k~(1aIfCK6<Iw9@uLxHduxc*-B~*}t;qNr-*8FPLTY9FxAE^lI@r`Hb
zm5?`JT<(_Eloy_!&MG4-Yt9;SKxtp;dCl|Z?>F_h96QLYDxH5D=J?sV<ZBjJH#qI*
z{%s*k)+jb=Qtwnh5`h)u{^p+>uYx!_d~&+>>tyvEQ!%y?H>js}y&n$dK>8|9x?L2v
zkm|Vf(E1*jv2RqQ<f9N`b5zK5n%GeS>Uf=ziHU0WP8$PHMju|S!~R!C{8rxow9QkT
zn7u<jTWfiPsy|3+PlOtc6%^D&fG<*Jy^vxyIyDv6=S1<Gp^HR+O{jm9VeDS{jrdCe
z>jJ-vE5newLa0?e2nq6{fH3FUQjOP)?(%r)x9BwGn8qEu_dLpc-o(>2J|32B8pYnw
z(9&r2=huq=<;xzhALtK7DECu7;qA%9n0^-fEdGSvZMsz&xcgXw(S_{CkL?t50TMW?
ztu?ub>6x2rBHbA14<IB-F$N<ax`Vs%J`?bfY1j1=%gepA@mcOU{ayNIyI)$|ZFflZ
z9q>K@{!MkD7@{zsVM%Szd#3As2pc`E=U2-FM0gwXva{bi-XX;&rqJt}K>W*(Ks));
z=v(}inNTV{p72fK?miapIrLGjZ?`zD^|6P4+uVM18v{<nPS^y@FYgxxR^aDG<W1)X
z`YO~;VvYC1O}CH3fd<MUULShvyZ?~`-!>WbS-bWtQ0`%||9Vd3PPo+B4i#NpS_0ex
zc;|3}5k6gfM+J&~CRg3-{iZ3a%k$qGe~$e1;DM#n)I)WlNv0&T){wc^Z45?cHRgUp
zQCPBA8xa&_Jo=|<&n*qHPl83ap^}I%+-JPq+xW_-=yy~bQ-0Vzo80#~4QdeaR|~s0
z5#nA5DNW!4A8>t&n;<)pG?SB?PpSBqzy-di@7}cwX&>64%F@%*;Sc5UDN2nxaC&O$
zQE_qS_+a%6niqIEX^?EUVkbWAy=Br8Dey<>`8=+di#(@K>p>MD>gMQ3#C-j~&ibgR
zC@u2iknXv(eE4GXZZqKoA8ZuPqeYA5D~?>q@>bG$*YVlU@L)yzex~Do%c-S1?&OLj
zs0C|1`ERuf+uGhaJ3T5wR}`HIrjGpU`}0Pu?pj|Gd=`^={(ku62PJ<&?X&y7oy}vP
zRMwWKr`T|4X*}y!^fvY{8`46C{{8g}*)uBtZ(W<f%^zCqH5B;JyW^VhhqqoU)|Aw0
z4*zEUSxp%RvBP><6Z`(yxgv7qlA0FC5<8XLH{JJJvu61;JUUvNp%lT#C#ZPt!-CnX
zgM&G0ib1i$<_p}Ap#1CT>QZuWIGAKsWMf<TdQ*zH8)0X_x=<<qd;ZLu$2sNBYi_Jp
zz8wa7Cjm<>fY!?^E5kE0*T39q%&#nHcR+3dv5E)^8FqqzkU9DI8u<5BkO<HNGJ24a
zs<~7zVpC+db|$>2+LL|HG_Q=s|G%SNV;R%jA3q|CWX{p^gCIF~QgPeV)Yor^x*5M%
zJ(oBT|Fc)}1%m2*a|DgzQgm~&Dl6|FlyBQN#>1$2@4Ph2$Qxg0jZafEJGYz?+Ocgr
zMIqex;AnFp>fBAE=UqU7KaTUNCu`inQO9<fR^tpd6(>-Qvr0?55~my)u$MRd(n*9>
zpi}3ln&&t3aJ!x855LKH2R{3^E*179B}dZaRzbNqLa{%E>ITA~A`o5+JNE6f-C{AF
zH0m`>86W#-d9LZnI<GbqqNixK<-c4#{{^dB^<GLkS!Mar&-4FMUt(#^{MQ+@Bk;{1
z`9J&wy-XM;ALZY#<gh6yMEfTD`~$x)M50gDqer)X-rgoeUZ!O#lwFSD9F&(4Oa)vd
zG8YU$G2qIqB(V@iYzVo%TDSW?Jq=yfW*6HN)i1+jFMjUnIUp}D4~4%8_F%KL2J<;8
z@N$6}ZftH&UH0OI+d<RUuMfGxdH?+R1C~tHECeetF!NNMz{-~I`kEoVQey*XqA2OP
z)6FeZ+Z5QbxB-_WQBhH4mP}+OH;wPwwX5Ry)|uhq8vIF3+Rku1cj+xU)Dl7#bIvV0
z<aKpzhx4uo3b>kIyCQ`IBw6sRLlxck3JQcV+T6OeIcXZg!95}N=E)j7giPMz`ieow
zNs5P&QSZFEIAjcku#(hKSQBn2@N4lrWpt|L*9NM03bGBh%u!ksrbEB><GXn_Uq|GG
zQ1$%jerah}Dvr&sewxJxuO*(`v^*!JxN+%UxWh4ac6a>MOV~h2E1yN+gWTV5oN((D
zTAlrJ=H2%$<l-)U8@(H}=~a?j-MPVrufud$h3M$(3j^Pa1e`44^Y5~gcJtr;y(n0S
z&HE^(on@mS#Ml<9_`+ceboMu~;{-G4uaJAvQfy4oroOi(@?JsCtMQb5M%bN$!&9!=
zmuOCq^vN}~4FMtWq4k=oW=~UcI1u1>5}<{|EbDOz2}CLG#ZI}<%T;}m$%fs;ascx7
z2<r)*e?mI~Icr<G#wI2wLqIQ)9rL=JR3pQb{(OCM^X9G{yLMQDxgyj7wz#A8?i+!r
z(KpXxFGt=MoFd5(*YO`Y!Z_@<Y@8Tg|6!L*;*&=^BsSziGeQd=CEThllen)mxL5R$
z8adVZ)n6ZCj{%(<VXJaJFOfIhKk(n5p?~jf3nNu%7K{_`WS8%4xq5YK$Y_(@PS51X
zA-RRD%+3X4m@1BECs~XL3%_cBV}EU71_$1YpJp*(zvQn%&q}xx*V0Nun!+Sz=P}jV
z^m9TyfAZ0Vza7dhqKDqnNNO?!vVR>N4Z3^xE@zY+q?_4_qAY>ZaH1oag;?7c35X#&
zq0-^C$3@plH}vdh^AKI*+l)~Y)pwreqe|Do6K6bx{%Q@m*yR%xq1Zm+c6@z;p;^^a
zT~m|A==r7UZVA2M2M^dlkO@5yM`|5h<salnYbE(<uCA>S@CggcOvhzxi8wkrjRde=
zkB2EB$I?>W)h=rpqsODK_@-p0g!Int4LYm!P}cZ1Id3PD!wBM!4O3_6*LA>D1d~P-
z7+4)DoFk8VDe%aBKCW|z!p3PjYvbP+tFM+Kn=sB4{2e`sGSN?!XP%?)3A%yUPxYvw
zI1uAJbH?4MV`*(o;pTx0KaV4J<M<{V_mL6o>K3I*lm9aHEPWKd0T<%nJi#{(Sw%&j
z-TfgNlzN9N(5K;fH@3DWDpFIs2x%+OaCxZ0UKrE@s<PMmfG$tm)2{FPvc>aLji@8s
zp^XP4@?<CoOE5@soV+bX)okSnJ=|JqbZqzll$L<x{K)C4=5JM~`w-_T5Bqj=IpI@~
zs!WSr%KF=JlFx>-wTgGYru<e4-a`_`E&^}&Z`(#hX%m+4lj}pU&N0t_{r3tbcv@TA
z`M8aM4^P~J_<DpC(7zSF3T~Bu)e0SMOym6O@)*{k?(0$}o__R|AeX?yJ^uM>!@<c#
zF-M;mY9&q*824CZK|orQ&`{&b&`-*}e+HCY7Ej3we!ubePeD0X-|eiowmVwUa+#TF
zpij*@U5?^}K1;P|YWD$u-;-H_!q730n)BKnxcIl;Q}J_^CbuxCc<HC`@K}@k21)sM
zUQQ;`_uYf|RZHp7lW_E2z~nO@BnS`*H-^F%;i5lWCenS*-Szz^($5wU_PB~Qd#!X$
zr28Ztc99fr$f3l6(T!#=1GUBoTHXK-e7nB+07TE6e%7-5oZj}*=R1XE$*V(u6S^<_
zj;+biMFTFOcU~<Z;9rSu#M<0Y8`1m{_XHNZ>wwmT&a6*9DBt%vDgT8DY$ACSgROPe
zmNKu-4hvjZ|FG=#Rq&0LJIXldP925;TsklXhNR5VTsI&<9uqBTC6!5N{)ZEA9JSN*
zt2BZ1Up8UWcU{HJtJ@Px54A+Jkt9#TI1f4p=#cXat4`R^x)=^C#?kU@y>Q_If<*Dh
z2(9_S@ppVj;3<C}rqaqAB_Yw+(5`!You6(8^{z3{$xBbUV0zyQzQ=L;+Y9c{pBp2%
zAFGRd*w<E+>6Ls95{g>HQv+mI4=5_IgY<y08(EMQ(TJDfeS_A>9<F}TjCII&iQEWS
zJuXzWsBRW8*u(tpu`wxf-TP!86bZ=Hiww9W8NMJ`0nbqIXvmX`{S>9Ir*}qQKi<}S
z)193%RkV;N&(6AGEoEYne3CJWYn$z{gCD27NwJ^(FK&Wx;74y^?RZc6k%_GF{R|Aj
zm?br5takZdy^3X^$Jt)u`?HE(;01sfPG~yfVhGk~zdt_4AhZ1O3_Yu~^7-jaX#v+*
z%smc$VPz#k07Lf+pt(TD3PBJd7MMD82yWVs&c~}Xm=AG%&w23G@4ca|1uJHAt?8`+
zUuz%8-$_c5zVPR}k;wOzPdz<VG9QI@Y{B!kb9X09r*8ZnW%K$6MQiInG6@a_KCHjq
z3+M0^oGSI%J)viysH9AYR69;KQ`Qv`nKT6TdHlFuM>p5jty_sYX?F;@&?B?6LSgD%
z=?Vf$XB~3}(g+H{miEQVq*2wBqsDG@5C|X|GZ@pLi1tOSlmqX4)a7J8i$#gGB(9uy
z=q6xBul2->EUJLyDPHY#TfEys@?jgle#R6!>;qCNv+<)iGaA&NEy20Vd%S(jp5a+<
zzaeEBs8Z2#pFWD`*IrhD715dVSDGeTZ0+swo(QN43rS-!Jvlj<@CW&R-%058uYjMw
zPF^VGzMINlKOKH_SM`Gkwd{<X9MvM9<`b=@Ux5O^ebgE$<0RY7dkBv+WT26LNI}3z
zDm9Aj805bw8b+VxD16aF*$t-^9CRFsG_p9Y&EQ2Ecr$TdrXagPa(-ncyP!au*7Nz(
zr!n}3vy0v*$-%d8Bhm94R152N0PprLz_e>Y9`EhspBXG7ja5$PpLx!-ErQ{q_d&S>
zuJ4>{J<l$b8Q4DzxFC0(Z9M9{zia9FoafJ>c(W+-_I_cqK^PFvR2JM~pI<s`z4UT|
z<JXtIDA0B*E2_SK`U2Cw0`7ti#17yE=|I2J2}V4^3TQOBl80<X0WrPB$u*NJ=L-kb
zsZP4(c<dmTI*-TW?<ZJ#Yvo&Wd(j&JhU1n$rb+3QIMC7ADS7=@NvDYK+N0+|U3e<d
zdmqtzh?kz9S(K6@n`yxh1!m<!|86#pd*XM5N1Wfg<$Ur4BOygMea@or#%oabn$W<_
ztDd=|r!1$~9tQLr{v{{-tz`Z@Ph25Vbkx+;;QkrQwbCCAIY2VumRo9UT<x%LMt$_#
zKlTHP9$&J4Yg0gK3Nsu)IUqNIfhu<xo5EKcHHGBB8<@v8(9>f?YSDMPWuNn3-wE{|
z`p%UVpYuoHuzf_eaKrl;uZ`O#_)?*UHB23p)~R5m4t{H8MP`JTcc<G=iTzpORkt)(
zGBN!c)^j8+!2y6N`GNS~3*^vmPv&^XHhLbZ6=q*exq4!``tN4VHJLjTFRwRf*ri_^
zQH7(<({K(;y5?07w2by?LI~(X;QVMtgwRN`efsbR;R}sMf2{Xu?Eky8D!p`MJU|pb
z6~R%$e7@Lc+VF`<eE!WrC2oV?O7u!-y}4W7#H)QJXJ(!uaoEGq#6+}Fk=7EnDs|5c
zo}1m6nX+speTJ_!p3VuWG`D6E5D>%}AZ-z5@VFBk+zu9d*+<jf4I`=Q(KPh;a5W}u
zh@W<hP?49eWZd{i_dCD$&OpyZK6bP^R(i@E|F&P68oItiT%j)I-_PwxwK7xMr$B?K
zm4`(|x+KwE(uJ;YT!%<|57caUR*kR)0^aoZ?ZqVXiACpDu^-%ro@hTnwTQcS?;ceG
zmB#iAK2Kb3C@9?OhS2?8bay`|n#`Ls;tKXYw6p6)h?Lpj(E+(N#RgZrei)CvkJ&dK
z6%*@j_q`|xPz3vU|GhjbGoohscToPIG$9!qBf0|UQe$p8VW`(6R2BJA`qiz;@9%e<
zp<-WsJDvF8clxcZO8%GqW0K+`YAo-)$k@?4atEMWs)Wbe?37vZJG=U`Y}enRpK8VY
ziVibj>`(ep;3Cn?lBW?fgy2HXTnc`wd?ZN5HFD)JnBfv|amlrHb;zRk7dyC%WbCHf
zRo=I9GOfi`ECq(p@3xRN=~tI$aPdg8aQgJWqL1mg&Nn_FKIl!iiN7mNY-QniY01CY
zf2{)5Q2pu&Ra+pf6dj>ZlQ9$}KVXeV>?r_0g59I`<;!HQ^qa|wUS7wquFWdt=oi6S
zTBmp*i@gH-0zf=#aSXU3QoegjVVG6b(1^GFi$nwnRk=+9Oifd`wzOG#v8csnL34Q%
zAoF=Q9YoEYesoXo;-+IEjk^yf4V;pqT?F|}uT;s1Ap=TnxSw+;R}~lQk;uf>F|i_C
z7V@rr_4%Y@z_QYEb{9ecKK6alLXcQV&<E6X_<E+IA<_CQE6G~ecX-DZpf<oqVv&W8
zA~ccBfN(zv!~z2cBI4N)%q*d4=FVLcmZ5_DVdB;0vhLL}GCJ$v@U7yckzQ~-_a@z>
z11eTzO|E2Oot_{dMO`~`tljb^m~$;&UKz-u%^3)RC=neacCF0ipo|p<DnsH*?A;hH
zEh(wE=5`Z4QM99@s_siXh@8l@&^~h}NPTAk+yWoZq^I%~?mm0!)FwP%$c9KsN%diL
zyj)@b$c+0Vh_MKX7(smDgwZfSaw=}citw-CAmFA(dK%noC7O&h%Y<epq|y)#PlrpV
z(7d2hwX3^34Z>iO^?UuZ91BuXo$qyyl{s}C(MppV_YQ)C(y7dLtoxeX`19h$i_4R8
z^xJM>WW-BuE+_s5dnKw6xCy_S--0)kB<OQvsv{eJdIthCrzW+6dw*aqhEd-O6p7_4
zvM^70oSUmb%bhxfw0GSL7uvAF1PdbAyPYJok{!B6o!k|`VWEJ7$wzip@J}G+#5QWj
z5lR=6Y&>cb*IO0-`GM|kB%H@^4ZZ*J<;&${ek!lj0Yn4isSJbqwTUk5iNvR<{QV36
z1#wl-1{Jm)Rg&^W_Ks8O`J%uv2y%}fJH{Rs9>IdMK-j%tqgd5sqVsUs@chEUVN`+K
zTtPggK4^nc7SMjUfAFfLM*jq!4nOo6AeY!f^)*h_)4cHDNDW4I7!0Z4EPrCj>6wOE
zDSUL!km#>J?^3g|8Lg)Gce`{c$<_^h1EdL8?m>>qEPvx#jc1DBHU(l(WtO|vJ4L|y
zm6erdH?E^Xgs>MrxAHsOyHnYmN?cqVs$A~kFX#^NXCvlC)lh(<Z0jk2?%05$J95dL
z0fz%#98BVFT=?{W6JS-^f@~g~>sYRQ$^E&8Dbe;gx&*a}?H@2~p)kkO?xm1q<xzLf
z;M0ZOB2Hx1tjY^2*^oPT)JCpsWm@kIrZL-H^`@A9o2_Uvq~|2tSxD-!B9pd%<blj(
z+Thb7lhhSf(Q!<@jOG&)6H+X6%*=vRn^j?}6bHn3cS6ax%ECe&TEC;cxlX7?<UKZO
zYSgHN^z`%+r4O^&#iRkI@bQKEOm}-=dvM>ugDSWi*#drxAj#-)S(zbi1Y&491_qi7
zZR!a}TY>-(N-7481UFcuB$YG;{fs*-QN>*a2TIj0Ey()-_>pKGAi^yyEF@J&C)4;R
za@0J2{yYL<R8Q6baD*V^ME!d-8r|IAi7ePb7=?eNcgc}MyK$eU;(JBBA6ZNh%x3oh
z83W%*MB(*jFKt1Bf~4ZjZ1+;o0YrC!DI5kQr0W$F3IySTT!@>9M}zeC#+MCt?!vU4
zfax%!0o(wg+kr!il8Ay*QB^fMH+L7%8|EosD;c^u?p|I@OU0bw97rw))(y)r$UpzX
z5CJP;{y&306B(ww?Ch4xmCV{%!;V-F!`FoNR>`vwShFY^7%u0h{X;|AMn(tFDa6~}
zs8aWQMI{6417u=Ndusp*g_t;D>{sXeRNnHg=SG=5)5H}FV?!37=J|@0=RqyH)U+YD
zZzIaFkm}@?RGdwA5s`MC`6KTS2w+<o_yLwWxQ_N4@X_1a*^yFGA_zIPa|;)~>!nMV
za965oY1O%iNvo*l86xXE5Zs}Q80U^Hv$M0DD(u3-d*S6*W9iQP0c#Fu$nb9OLvrQo
z*RQjVI;Pefs##fHMlRM{SS)ZkQXOZ;^al8?aofGk7~zrK5YN?Do3F;9r18P2RE=le
zMJxpuv(J4#>q6s(rlwKs>U*!RnBS7rc7uXLGes;mF77xFdH3Ba^8JA<dM?8w3Ab<G
z2FocJ)&?TyJ|+sh<J^tMiq-9qNl3KdQ&eBDDMB2^ZyyiiZNmvFR&$v={pcJGJ-y;N
zP^a}r_d_wuil>Af5?fIZL<He1czAi8fgn#e2Y2Cd>jX{8%zdfKnZsc1aCVGo8SV~4
z76?~`ILLH7H+vC0H}UueDs)Ke7_;^%EmXG!3s`Dr#EldWeg2Fl-;?o@06%{XzNp=T
z)&VcM2}+`j!n<kGJ5t|6JjQT^6SE@pqpGyW>8UB81kyJ$s=DST4U4z=r6s2FpdbMn
zyiIm?JUDZ3<!d=)?L|p8i^kTZf`S5KmL$KYLbypqMMXf%P$5r-wnPt$R6v4^CP@Ph
zpjmlgKOC@C^ZNCL4pu94q(m)Fe2U7gt)UUgMbWBDEu+o#1vG>l=ubh%19zt^zr>ij
zx#f4>4n!>jHqO;(8K)Z~AtN&otI17)%mCa??#s5GCx3_(;;wD1WZ88VeK>^XC&a`^
z@$n~~gv~5%Nl<%Vbg>ElS1{BqDr?))wCZ#8o)7|eF6%dzUel^3^lm2@QQDG|#wq9)
z0$axYnVRW5O<|m-oEeJ{o+wEGUpq1FtE%3N4}6DAL^LOj9jmgkvM>tFsIE36t<Urr
zSNn^=vpA``myE?Bz`2QnCP=krAnJ$3rOjm(Jy`i5PBb1uztDD<*#-!V5m?USsMm!6
zb(BQg9{fI#8(bhM9^|J;M_L2ABCW}?`p^3tT<^cAA510lWNUoh?%1UUSv|;>xObx4
zOh<blZB<>N9UU2&UtLZ7Br7RXmlz*Uq#I$F%zE}rt)pc%B9hpWWsy>ZF(oo8No7ri
znT3U*8fEPw2N`gIz>%pKGl;6$o#X9ZT1Re8;#Gm`O=_LwOozXKVXiw~h2YByZkw>r
zc^EduVVHzG<3`jEU^&j-{t1_l4R!$FNuy>Lj3PveiGkls4%br9@@!)}=`5hxh7TVy
zKr0}ZwbAL<t56(ZTz<IbkUE@G%fRm=FHt4!Nz7_w&YIQBi}Uj_%}&!ZGfGc7RWtOc
ziiPLlSI1V2)euRhOF@?v-7fs<Nb0TfE9mUif#34}2qluxW;r=IltcBA)orFa-sa|M
zwois38zv5pseG!B_WlD0sy@k12?}%w`Q~;xN&3%!t)`JmpMGI1i2E}YT@Pv>5x}tE
zm$SpILR$A(6q8Hg3;g@Wtm-$07RbfrY@E1sf)S3yv16<zg8T8_*QIUzSsR*EzwnFH
zR4}L3%;c%AN|-&}LPze>EFzk$A-eWxaE3pj{|3sx;d2Ago+njR(pZX#PfS$%{uWzY
zUfwgl6g;HaOG7R%tE-6~T+x0xV#`a5HZ0(No1W&BmcBZ0byh7fh02esciTO{58Sc+
zTRzLW;5rt}{A7{HrF2=*&rclfhgMTMQe1JZ*&-uA==CcBkxLD`UAjLb1$WLnGTx&c
z;oN{2xf>f`(T9cRb9#ECi{u#<H8pFXA_T>sZ{?>=aG=tvcA`Emp5#=6=Z3NI@$Zmb
z4(~_v&{|Deh-zSz1yN8V^04a$Wz1FG8KdstwnA6}e~z^7lTIB|Q-Pd#BT$9714;bP
z0GFiNYgSQ%ei}_YKqLgAM>8a?%I3eT<|zM<@R9rZ#?ggaP%sjGy=uu{AVUkQtB=X#
zzHzUhmhZ$*uF*0i<bK}J5GqwikXPOL=1thjcp|t<Herja0u5Gdh=~i23kUrKum0~z
zDJ)k4Ek@kT1Dpf!dnc_VPa4sr*1%>={=uhD`i<hvh!e&JhLEa__6zb#mi`YcRy-*$
zH=^~VQ;LO&m&a%fz}hdVeyVR}ILmi4i9uX}Cdnom3;(#mRr>|<^7C7XkLYudh2^MY
zyN{U}a|WMQj&{E-#I>iDl_>#K#Le2tnU6yrLqqK7qGrMdGVVm8<WM`zdf;u3(as)?
z1IBqRsXZrI0wKCaOM`;T=U6D#`>PcQtEyA!NpW%M_>inq=tZ!TN-{1-fLvz#H+@aK
zBya`Jr||STiQ=7P?t2KIIla?^=qF5!uo(d@vwET-egs85y*S&8o1yYJ3`L}`6*8dE
z){ae1YWF5gA5lGuT)%Jz0m4-p03O;%|C(?n%Hlo^L{^=RW<HGjdtY(tk;kWr9uJX|
z*sdgA+2<u_BKI9Qz#A4Q*K47zso4_0X9wM__tvo`lV)gB@K<Q%t;$|q#V@U;tbB*d
z*`0fWfn4)$#0?)2-8F`@uZz<H32LfWv$0M^OHa?0vqFG|fTuDtP8T`fZ0Rt^l!(&^
z@1eU@!>W%M4ly!*z^^&Kylgx7<z*^zAn{v}$djBuo-q@{K|#S?tlAN`fWV)xxbcat
z4#0Pd@rx*hXpB`fH4~N@rP8#D{Ebabnbfj%Y152#=rKaTW2k>h;%efUSwaL;^yRZ|
zurYrK4-B|ViPWRO&@nO|F)1j-=z{fEuHtL^kDgb=cg`BTOcyLWg)OP`i_ND2OQZ4l
zHZ|q(D_xa8(4~At%(efva;DYV>>zS|njMPU`|ey{>W8l+p01#2StPdNE6utBAjj?N
zQ-$IRghHGKeIFJU6wzv9KuA<vXLDIA2j5E^-O$SX{Ahdz)le+VGC|Omf20v_IiUd<
zUYu6Hh0l$8NZ3gL=ltg`C4?RYx00&$Q8dh0XlXQi0E<H0+^R>C$0sMxs;Pa5q?bqg
z5SN^+s-*P(X*T`w?Af`wIc-D3{Wx9OSSrFJM0_@{qi2iD|KuwKB}K4tSy_ZYh8QcP
zuiriE4&swp_DX!VdQxks*f-p^n1f=Q)3$&7^a*kn_%~aS)`7?10wtLQBT61?F_H$(
zjV&$jtqZ}kA8lkbi^AvMH1xAh+#jo0skBD^{uP<)na?p?V=_ZVt4iWiB6=Fy6>d5i
zO4FH#8a#3FiZf_dY%l?$LqYoRtp7E!{%&+>MAB%8+&FBuo<4p0(~K;DwhQ+%iWnvp
z6@7hr;#Nb`Lu$}WizwXTW@&lzOvoO*uk8GNz4(K))YT)hL}Vl0zXc`=9x*A`@sg|S
z(f{7U^!*VRPYX2?o3ezxuhw(YuKH@Oa^x1J;toZuYCUu2IlfTzo6RQ={byGCCSGr_
zJ_rLl8Wm#t5|!^Yy94oj1~e_o)DN)4LAX-FT_rm+)5dV4kSg#L@e!eFLU)aS7es(P
zxJYraO}P4wzj?C>Tk3n>M#I38u&CwcRw|0}6HHZi$3;P`Xd%-TO(pm1S6IG9#1P@K
z=XjxLDkDFC4>J0a4KB_}@*1oK;?n|EOfCC^ZQW|bFqj4WSs~>rP&e<TmfMciyldkE
z7lxtsB8(Jmq9dZCA0vPe!*A8^Pj+(&hI)FOs+^~9mXw?zM%qi43T*#820_R&+lW1<
zM)5cJ6yQ8jJ3($38g}QF<?Y*c3x1h6H0=&2u)#&xB14piY&aen8D=)N2a+tO5LHKP
zqF_f4*Bi<RlK8?QPB*zwp7s^+P#bC|ftikNNH79q2nPL4Oljt|wxVEqYd$0ha9`EL
zg9hoKzA6jKk%M@(f62qF6pbw`a-+DMW40`Hcy6tL$qKQPl*U8R>#UjeBcZ#yo5v)a
z40{=fib&L~wat~hxAs-WdGY7ewzb_Q&`O*7Js46jG;j+G-yN*-^Fk0D)Sr`z*C2}q
zYXW{7C#(p5?S#T==gv_)9XpKY09;z73j1JjzK_5axh{p-o&{7jHmh<IJrO)GxCP`6
zD8*vqxiS2$CJ!CR)X_?=3ju$8!1Mi*TuQ#bV<LN;5-&;=Y>!Y+%sd;pGo$fy-n(~@
zk&%&W>MA5E5S;KKHjtP$$CtKZPAx_lBN`U2%e&pXWs{SV&MGS2wl(BPjVg2nR)ry-
z=*IAqWSu6*1)qLIkVoiq&vNzwPXpe1=e_k|35kOM6YB4xN@Puoq#$C45zHqBD-c1E
z%A8OdqNN~u+I7aq)Q~}-e?bZ}FZd6<PDF?b0oHxyi&EyqwM=lBBs*)yU6eqUuo@U-
zTaf+oB};Lipo!lt_!tuHr&=%^TbI!JEn!$!E27LfcBxTQC}|0+&rx{eTs1tmn)d(2
zDS(#`$z>BfPH=C=Bqs8xKJ02~iNdXqXbx_l<1M$ZE)E<t1*U;3<n7zjXjD`|Wi=H@
znq&M1&QApm4878JGU7z>u&`Y2exkT^?G3COQShbzvdqcSDG{sw76ohzokK%+p}c<H
z1@32-y%Rq=*hM>;J7OjPo{3Qp<1;h$Z=fe*FtsGn4ro+xZbpz8!hm801vi(?X`DVC
zXe&EOcp7MF`AW^gq1*FYSu1a|spr-dXHfxxoq2}Rb}yp`jRrq{WDl#>Mu&?RkVJWn
z4ki~lIghflm2|g25c~)!uxPuIs=VsdSTWLi)0lyd#3<v{y@E=K`pzk68rL}X;u(U0
ziMuE!4r)R;JPZ!%@X>Qx7{Q0ZvPu8=!Cla)fPp-c@L>VVt(qt|fYC`^_Nu{X3Bg_A
z?>fxQ{eGc;MnocKM?M5JI25>jd8Q^EP%Pnfq1riel5sakA;6R8F%LcHTF5<3fCdUQ
zlg{T4mc`Y>VgQcXS1YjSUdP;nR~mO5>h2>hwx5__z<yNBzun2L9+w9`ps0uhKuP`n
zhrG@y+%Z^_@49F!8=KnzKo4LomX&O}o*69h4E7%S@h-cEIE#CB&JakcNik)%ZWy+5
zjr}q9mL<u!hGwWh*a|TqP*l(6D7}InulcVE=r7Hc-EjjEYvc%eZ7gA#A?zq%)&<0}
zF`uYL*REZI&sP}N5*zYt0h>KJdIygY6AM4?EYgskk<AyL_?t6ae_qaAzY7Ujn^wJ&
zqN2q8dDUBR!G@rdJE1u|EKGrB8~P9KD#~7xF?idvn2gkCdlWnWfXacC0CPV=4F0wS
z@5wR~s>g;uhy`Ml-nr9@ixstkmXT2nPIW*hAMCU~p3;J33j*#$>z#UjTmJ0!C!JFe
zI<W&HT-2<9O$9LyHXTBTg9jd~q0w)7>|;lVs9WAJ(ij^Mj&^b`boYcL`Buxx%P3gU
zZ1Qpw2a`1>_$m{(1hU7(#wx(nIxDcgDM|PV0kF0-5AWEu%eJrRBK~5n=b_h%d|WVS
zKx2Ok2$-jr7xxU~t4%$`_&`K?9y>?`qPMkO8khuTj0PMPA4W9l-Rz(Cz|j$%3=S}<
ztF<q?`ad>={#ii*@3CVa9rbiE@Zi>L#@leDkuj^TnpYg?_N&#>f+**g@9XP3ySliO
zN6zA>Km((-LTBy~h57`a9ByIJGW(s7?r8I0zxs@#9|JnVm<dV^BnF4c)khQ+dvGvO
z6Zg^35O+_O*cgOFeBqe-n8{|XKnJ+)_9P}HaRO6xZR_ms{{YpMEfurx!jFZwdyv;5
zhAC!A*=^da`6{jotc_hJni8>f=+WW0sq($M3EU9iMct(HX!y}nc0>>QqVgWZn1a$N
zmZMqE@PQMJ3t=J(d<|UzcX8-}V?KE82o3|#sw%>>k?E=zzFj+nSk=P7V}-kd)D#ZU
z7^EZr@f=l&T~66}C`CV<UvzDv4m{?z-m=st-*&WoK-8YDx~_IIZ~#FHXYe6lWB9Do
z19umgZ}rEAzoEmkwdJyJO^vm^@uJHz&x}mM2T}Fmt(kB$hgUq1<hP=h`SG8q_w2F5
zECOpFz(eBCzAbLC+m7iDD_tO1`jB#4GI$G07}N#43k}W9@zt$u)`jQv^%Vi~=ox+S
zZtv|4<qIcGxrJw_7#MU_$WG!J@e2w0-hV3Ivp{ASzsdId>vn?F)?(m-zbbfvm`_*W
zjrRn@UJiq#dGBBx-BhfYIUL3jISbO4$>@n5b)E`<9JJK`kFz{^@nYVK+g)bJvh+MO
zG(;W(df8aqi2wlAC(?J-0AeDp95eyE^g}5^_??4JKRQ^><05rX=#5~)MTfmDk!RD<
zO9?_i_cAMRkM5|~8MhuYuib!M5ZzNhRe}2h{3Tc1b<j8*LPA=)H8%H5*0Mk%I(O#|
zqnEPbxvYZb-snEDt^wxc<<&JIV~^rZRi)hknemDmmpH^Wi4TX-q#|Y*Lnk`rL;Szz
zpqVWzOH2?jQv3cZH!tt~;GlU&kG_eCDsG0(9|O2fzxa>to~;<&)7ULS_j4d71-B4k
zJ%UZOl1>lc3(%yibgMEUF)5+7RjW~o@(mi4n#9Ui-c!1$kZo7Z(Y*)cGx!014K^Ow
zg(O53ySyk$`)&3GcX#gD!*legX3@!B5gBP+HNPzLn|=9X92B_BQ4vRZNQBcfh>K3g
zKcBC?nY=Tw$?f$YU-Wgg7`W@1fx+S>hUcCtPvCRi9DoNIB_;a0<-;0w+JTxM1mXH$
z8?smW{8+R1=ljEkSe&;*mjZ~Xjeqk*+s^+Mb=$4@FQM&FirC*0`lH8T8$pqIf1|;b
zMcT>nS%ePMfr&mKZBloffxbS?fdi8#<Z?Qvh}gh4$ltTU@1pn9EY=iQHo+|3m0i8p
z>4AnE*Eum0n5rXP6JrP`qnFyP$jDv0C~G4tcx$?;4$I1>;lp_$jLBrW{;_Tjjxa%T
zp!+5A*f7VXo|}0v2Yd=Q97NC{uQ~CbV3ch2|9w%S28P6*xZ-g&aJdQ}XFfh2T@rF2
ztEB(O)pmcbKd{2Vboc=}YHpKyjS(*;w@rlg1xiR+XNv{RHVn;hJ0mrZ06u_(Q5RrF
zj={;!S=AR|O4}(Zbqx&OBT2=+l#TG5hltz`C4sOrhovHB%?VcwjmnTQ5<Bf!+(7vg
zs`$DkM5@&V*k&OT(t-UPV~ip_9^M-=$dZgcC`X#sWxoM5l35`kK-{5PP4iU+-uD|B
z0;5l`+)%Cgk1e{5h0M*x<qn0=Qq|C()~O2gG$`FbYe;$Aa&oK$^BcTFY+(ZPCTf@c
zJ6R*pz-Y-)(o&^-oRlm5rGwaapcWEiAgUGr(WBg8MgX8tkW$!x^rvIHk^}a6JB6!b
z@CumB$>5?Ou3Hq=hVjKijWqj}VhNWH{Uh8)Z!vT}L5qR2q3Roj^>=*ry3+o?>umuX
zJGKyl9&Xbn{J0npiS3NbuoFn5O(L#*LtSza+8Dyrb$O~2Ua6}2Rz!>wnjKR8(4G2T
z&?#DgK=ElvCobD%(ELY0hLjR@0!<{A<xE2xqqbCSEWqE0fVd#Qg<X-#l`FqeKUP9P
zO{8^WKL=$Al`yWUgfESFk8x4}MhWC3I2aj)-M#DAukBjNCoIg%!SQzLB!(Uw&Vx7x
zbCah_nB|^~mDx7Z3RQmNNWb!({|R8*5oQIi9Av{Q;h6(nC*3#<hfreT#$^uOplZIz
z`9<slkT@G{^Bokhgp7-m46|oAQDJ1fLrjAp1Jv`IB-t!aFv0}Qt}R`bKs0eb6Mqkc
zE@JlQr(xu>hgsqjNMC56e7&{ZvwIgEAR-|I<lrb&`@hk<4Dkllu;+Aj_w=0A)9bA0
z`3VmcxL=LHj4R&d=<%q_gNt>C2-O3G_Zr}n^)C48>Cu7IoPbk!d@}{4T>xc;2^Oe4
zZNnR0oP_%e{yrZ378jSIlNkEo2?jI?#yD}+s$;f?!#SYp`qbUsfpOh^R9R86S>?B#
z1Q-nnKKB920>^nagRf(7P!q5hgh<#Cqhn*!*4O_OITW-&DB@vQfcHN0yOLTvV0GDk
zv?M0g{)M*Ghkc<S#w%=$G-m>aH0MR`G*~p^_n0`SL*G~7!D(dfLj)-m*g7XWUUO^Q
zZ3)!HW$0Dfh2J9wY@+um#bRX&FAcZmnyZ`JV|Z);fmXdCg*AppcmcuuRdF4ZYxn+#
z8XV0ks|Kea!0TRao!dUw_2Qd?SOd)q?Kd%E?B1QW&#zg7l!8nA$&(PAnzN^sK_e5u
z1FxzE0}RL^%Lv4=mrMxtJW24txOaB!+!>b}aGwPV5+pdHZRO76E?z6ILbIGU3nw8-
zGoLO4LXP&GHO=u_exoaVlFTlTCjcXnaHSZ6Eecli514z$W-+ybfxuTn@S0kBl=npQ
zAyi8AbxkGSYdog)umK}vr$-XPAyD`_F(EeYtWKpvf7azU_7Sl2LkI8<D2%NTe@<fy
zBvkm5ftz7CZLlrcw@vOd6^BjDmx=6GuhQ|~(=akh&3c(B0VpIrcyPDN=^}*FB(@J2
z_3)P2;8!NGJXO>o1|)(A^-=B5D}zfx{DXhLCrP;%%jU^E;y2ZW$hV>W{!fo63320D
z4+o%!cvPxuS?Jzmuh7RezC)7K<K^Hqr(0z&KbOE?^7wHti&RQ%odkUYKmsuuw~S0G
zTI&BA{*HVeB9d4+^AX-HJOD6uK$(4Gyic8ald3%}maKs$R}@-tuqSA^>2Bl;?8wLa
zfu0%!F~_=9?(5eNa3szSozD3PTu4V}A2Gsow)Me-`@*ZWmvcG>1}Aei<k;rPyyd`X
zh|L`+d>MCspP3oQmmR%7->C#oKrlu20D(zWye)Re5$AyxI0l%4_IGlp0V|%-|Agfx
z7{@cWu3STyVHP|=@JaENps@tSG6K>ULTij^dOX!rF)4j6Ks@)Bo{z$0n%NH1!@IgU
z;F2C7unK2yVR7;Pa;4o)$j!mXVKTv=+!DVdK<dBUe@H)ii!Mftg&f06f%lcTgezei
zPLSKUW1eL1LTiJT+5=u`L}0smS$f~w$@GCuL~{;QriPHOOS1UE7W}MENj%txch-eO
zq+X+T7tRg}DJeZ&Zn%sK?Irpt0))zX@+1z>>||bOJ8lB(?Cv=YA?U6>d%!B7gzi0(
z;Pj4w8AgY^j!qOdz`Gjw0+>>43lSqY4B!CN*F$@tknfwZGCzMWX|0QO&x@u?&B>D*
z!C!xD@5d=`Z5Vdu8Hlx1pOpf;4gl?zp7=5x0L5>>147TxP|Ut|duPpozyX{}!q6GU
zU|NIGK+S%9F29?bE2wH94v#-PCL02(s6zWNF#-~n?n5)_v_KI~5W-)fG%|U0ZGAE$
z8Zu&-Otm|ea;h|FX{?sX03AR#0!u_1a~RpzQgDSMkCy`9fG?bnK3pfP1FRz86#XMz
z)m%lOblVpsO<!G;1S%+$>?gYINzXJ8QEq;IRnI|{dy;-xjkeY(>;zN{DVj+A)XEjy
zw3m@$`4bEILVZ{4=q~I4fbi54=L^GVKx#Ci)}H{j1puci9-Hi~y#>7l^iLn^qL}J`
z1aN2XD6%L(BTa+J3$Q<zW<dH*>@4odC^i<vWTL3!{f=`+NJ4=I${RvwFgyE~%znfE
zATx6oiXRXo%o?1HlP)rW#~GtANAI|BVdzkMPDvFfK~c566NLNr^R6P;!96LMhA3hT
z=;0`abT858eGEU}#+agh{LcwB0?bOJWa}4UL10CMWU=Q&9GW7>UIQbeVvo_fCEXhP
z(}Mv&!(@?ogaUbeR(#1z#MH;Fc()EcCWKL3_fTbFdOh4X?WgRHq6@@H@`QlBwao*5
zzpR&aC#9u7JN`bG*$#WX2BfgGawnN_;5TD>p#6cB0*83Ot4;Rz7_Yp?GZ!TO5^Hck
zRY_~qrubhN2u6J?d>Qb2<8V%*Ip9=Gw14Iby(zX<3qhr$b4Dp9JiUEiQZ(<zK_<FH
z%yA~=ZY&t3lj3{pbwvSFFiU!F1C)SY?l|W=n69@0Q8p&@N$+^VIdJ=f1By;LxP;Za
zVwXNq-ygk)`>srEd39`zvMib~=BbANn^t{rNC+KBlFQ<*etv$q&+5>Z+iSGTqf<re
zM%W?0dGjW6&1NeoVY|-9nt<ip0cgM;p8W97Ps!VS;ka^(K(%A*sTVlT?e9Hix4ftz
z>xX0PT@4-^jGo7J=j@^ALz9Lsk5t$9#_%_GMpQ86b$Z}~z|ARu2#~$ER`_{gKG;LO
ze*qq0USOVdEi7i2Z`)`K;eyQ^yPgYVRte4!5RoVEGfFUDsm{rvLRi-2Em6mDL1Q=+
zIk<~ZxGloyXF<tBeb3#zJmW&^Iu+PWzfVGa1hovf!AjX|7?&U<65diQ0N3I_siiv5
zhVg~}K=>0H)AWG9mm9l}8_fq7p)$cPAKK)%&=&vjP6gwJ6)s$^rxz*jp*ySt$^w02
zi%P_P1)BNA#kVeEz~~=mTZ)?Z=2hVQg)rEQCfm8n?!3neMQg5!b7oEYbtlneY}_7y
z{81N!8oF?Tpc(jMVrY1$pkS`zd=cSh$j`_36}E#>S<}e^Ki|e89Ew;BC;kCL)j!oc
zHfAfhe`i-$7pcGzJO#c#0Z_i&-)rrH+1v^OZ*U<VU*Ft1<P{N3`9D%qS~>-=*Z);^
z=21PT{r_)LO4ckbDiSJ&NNJHZ$sRF7lC>nFMJXxSQlzr4l`U$Lwh1k0UqnUI&`t}5
zkgS=C@8g>LKELljzw<liH>Y#%Gjq4RKkxVTzOL8nxxGYpf}8-h;px+xdkSX^oQ0sd
zf`Od;G9j2G_^9amcCOI~1CRtAd;}uwj~>PnRPhi_N6(!b^*t-`&Ye(ye}7Bq$N*aa
z8!;^iC%~3vp*<gsNOxh4oi=*TfP~b>5R?3cI)a7(#1`yfnkM6!ITUHCkKe9S9%9=Q
zoB!WcYN(XBw!%0Qd7@8_o;sBW!i$Q*j*SZ7VVu5dc%#rMj~n;s*y99}8duzUnrXfT
zH5NgK!bT|2Zs#-IjAY%x^K4Joq{!JPo#WhuQ`3)ge~Mpa9*#%$?BtQF%51U~b(-vF
z6Y~bdDF)}-c-C&WD7Y|n*ZH_O9ibXYJ$xB{gl&25`dzjoj{yDQ2L}bW+puBok85GF
zw4SM{=QvzNm!L3KWAbF5XEIsS7U?47UWinT?w3PPoJ?BtOx|wa^40xkecYVrs+Se<
zp`oGkDb~PcbV6ZQ&~@FiE*2nMdI*gb@1QwgDzLyYpH*(sYvw%compOfMtHmaNEkLp
zLSjPoT(cR!4efe0yU}_Bzl3R~oH`@cEC;6NU!h<l%3j+T#3$XDGozpCM=P1WL#{?d
z<ZLJpAB}Jd?oI@EvoeWW$s*-KVV+Er1YUK{T6g!t^jB97BMb{2kSnrW`M+UBRVV(s
z<hp+pUKy0+4ZuH`b>=s@`*WvITo#Nqg<`-ke?o-;cs*xr`5>)nm@x7TpWfu%x9%Hj
zPe1_cHKfg-H%~)f|0H+xOm4X5`S%ykpMP+C<a_|fOKE94EmFGCssJ+CxMWEKRc>Rb
z7ns{V>(~qLuI;KPa}YoOI_O!>LE$gvC!2zF)}brL>jy7q6l;58Umd&Bp;8C;)QLue
zH5)^Gn9G;Gc<zXtwgV*T5C^EtB-LW(?>-PWJ0zUi4+|ir6sqWjEj{&4O)~J-dO?XT
z%KE6Cdz5>12bdBw+NpkWbIquJnuGlw`?$~liXM!%l~_&$&=eq#Qtde%Z}DQDhpDtk
zIea_D=A`%!#%}%`nN&$p`UQ4K$fy^U%hf93>V?poxBQWCOc$0je(8Xg;U4jj1^O#A
z)vp7}pfFFIn7Lp<QA*zNxIL?CCXyw1^5n_6({@jiu9_4cLIK9=WAg}ovTbjv=-2?f
zNn8+mU7EqBph3C{O+8ar#4h6n$8-YG&>!EEscCjt%l8eptc|@sj-U~`f&T8V?Z*+h
z79Ko)NAhdSR`%?gZw<mp5nqmtt8?SCg6mQHq_^dmTLUEsZ3G#g4_;e&hX$P+?Q>!C
z%0A1rkFXAbfGyb0aEiETl)kXx<OfFh1Db&f2Z9bUEEBiFPON#AYQac~(}<NInHG;e
zCAc0H6%(!U&Hs@%^XAe=F09;qesmUI@uP@}(UgxUzbsw7*NLu##-GFYmHXRj=Zs<?
z%WP(X!@HdE+3F_W^M!#Qy)L{Ab%IZJQ*mf`NbL3NqQ4c;%fV~oEBym0AN$WbhQOns
z3*puIr#?%r#K%9foLB$;y#=xhIugCVwy(Q#_V5dPgV0S|w~Af_g(>L)3>X`3WVFL#
zNWV<YA1fCx-XlOlcNMMqqEZ01?l*8?E{#y+_IHP-51a*lCNH(l=JFT1I)!noi$v^e
zdHUChh2;jz6Q?`ne8AFuLBw&`e7oAUpQtAU6YqkyNFeT{5lh%qrWqA}`r2QCTet)`
zQry`HH=Eu@${5VANngQ<jbf8f2_vcwcFm$URn2m#j51~%AtHr{q@)4B#;gRG&2w%#
zuiQi)3XKLQ7?4rg+paL}tjg`9k%`h$>Gf|#fD*~OXe#rD7*_>4B5v=LsEnv3wtH**
zv;HO2MQE)+&g$H6pncKO+GwgHxttFwPG)MbP=l?!C5?A=mmJ1L_Jz1p(OSSrpC1tY
zym3Z+`H_lT0CY7o#eoC$8xLtG&2pk82P5ETF}=V7k{GM{ExWqfyTsWKX^5re3^dLB
zf^F9$jD8QA?Lz;+vLB=HFzEGf7McS;ilLHXTp75<qdA^!sX@})Ok_O1RTC0i#CseT
za!bb3(D~Wq;ceR9D-ZJ+5Kri5*BUH+^8-zuu*NV@>fX*TVL>^;($ES>&}{c7Ta5t%
zmZwccM<0}OcH{9H&RQ-!q})+|FzvVK1W}$FJ74Y{khQjsiOtY`g^d}u@?rN*Gm0u<
zU5>x9aTsITKn)HaIWp8Ry6Am~4>2G4gCg5C){+9p<c!HVLaNSGk`yz`)vGORZHFVG
z*Nc3$216tP@8V|G*6zx$e)=D9f9Ar4y~U%udbKF@Hy;x-OEbtlgCCrloPBNIz7;%r
z^r$U9=K0d-`^D=MMdJn(-^rQV*wkdsA_3c=LoSZ~Gvv^fYu644(IATzGHs*Z$wwoN
zEC-T^VaHjHe59np^B&cFQl*%{8*crSy&pnFl~fa|q20w^zxrq<Om~Xl!KVZ84nOmd
zVYr_8ze@<<m1ad43(Tkf_SIuBz$s;j<%$)?5nUB;U%h*GEhPnxNLX%~Y~GdGG0gzZ
ze)xTsMk8T~85uui{|YV1Z<5<a=Ku+MnRH3V_bn|m87BGE;b+_D&tb_b;b?Vt{CiLe
z@FrcsB&#wum)l_ARAXeTAoLW}8aNKN);LaW%N-zUCPKq`Ri+JZ32m`bPu3;*rkFk@
zg;>w_tiHai=6gfNjv94{&}`)u7oTh%X=r$cU&w%@X^ua(vn;&4zTdswkiRc$t<nq+
z)KcLV0pRGOw|ta(glNYjJBNlH3)K$9Q1y9dm)ErJ``6{Rk|QitU*f4@qL>qVi>|lW
zIzNViW}IRYAVa(Uwn`pIGIJA|L<6p0e2Alx22n&K6%`dJuXyg0DH2*Zg6VT)yu7@)
zsg!-uPa_r%LgxdJAR2cxFeH~Ov(=`tK&nFGGcCYNE){9oc=6BZ`ik9#O1&g-3lcSP
ztk6z&U!D2|lyS3viPH|mR-U&$%RyfwkSU?te#^c&t%<HVAfTYx|Gqy?Qx_pbm^8^g
z&sv44wDZ_IHs2a-IZ*84@?Nn3sz78Euv){0WxcLogA}`NU*8YiL}1I@w7Bp7M6}5e
zKBX<P5{0qdGsg+#?$xVy*<T!%=6z5KMQ%>B{GVhJ`?q$+gZ)>!LJ3ek>~^}5Qkc2<
z)}(`EgKGp{X<WmOgxX%rBW9!?watr-T1nrP6y2mb-Y5@-F%Sgg<I(0_SHQ(^`_or~
zn)I7x`KOa)4qhB%m%2TTLyWMa*zEf91ZxsV>b-F<Jd2f)#j5g>iBV+mNZ&=U+xq~3
z{j!_4Z_hiuc7pZCgHsAQ=mT!txS?E{?B+i%aFF4kqEnNSQ>7wG;j|0G5}syy%rU{6
zv-92sI{w)Tu_xbctJ@+;L1M>{^2Xy&XbTG{Lm|csHk$q8n7(fBn}WRyG#lB%OsHb+
zl84_I^638k%<Ae;lm%yE-W)kKXq2oZvUv_jKMoh3XWd^d77D;BBI^h(Gq4`0P{9_1
zM{mw6jQ@tF5aNL~q=>=@){V6D3%{>VQgl!WHWzQlmC0t;J&Zl5;tA>u_s~y>p#5f)
zDm+Nz(4M&l-MJBx;Dn7|%GbcKzrV}~kk?i-`msY!1b-2o#|B5GakXpuNr^hu%q%zT
z)%CG7xk#4D^}<Fg2nOT`H2+CyaneOosgtRr0lF+MPA#VBp^L4(@$jm0u(>Gjo@`c2
z3RyUMpCc$Jx;PfTt8Fv;tav_RD0$;NY2Rasb*ICmM82_rxdk?g+@vg#`T-`9Lv?b!
zf~xI06sBL}sze84eQR^g_7W-nFn|SG`b_&;F4RY7fJT0fV(r+<>gxIE1t22PzM=eX
zG7CyX;YVF6NP13!ln2A(+$~9Oruj9x+!}+{iP_s(NOi<?yq>NGTI?Wm+4@8(J)R(N
z2jy>9H!UB}fb1_P=i0*?FL~X%P=-Ad8N471k^X??Ql%Ds{nLKnn%}k&rrOMeU<64f
z)<(sr%AY@dn$OC{s54^9lwH}+2O%w87PA2+l2>KHA3?8VrnUdV5&;=;D7iKCyrZ}R
z)A({>a}>zU%TvqqyQWvqwP&H7ct3ICs+aP?<}-m{;kU67tuJwyalY6d!0eA3H%9Q5
zFo1a6g8J8r!8Pua!e{1bA<zNjT~Yi>tq&jw#nRooJ`dE!Mb30#F?V%*8=$N#oQVZ$
zKM@{%OuE<=#KBoI=WzJ<5b159lF+%JfW1X5v(|4bmta5R26K9ycWJs5GvXG=7s^#=
zV91W<qI}8QO0zlBDUZcinF|+wq)rR=wY<Nz-CKni9qPQMzr7t3t&9l42GGaQVbS6;
zanQb`<RT%~z;xa?RSTJvz<AkN4ic<4D*nr1KQ2Ur#UYfOJ6d9sQ+S&S)YfpUA|0k^
z9b)+V^C#BFcqqtRs7i^;sttPR9xQ{1AK=6RMHhF0raEftt|q;ytzxVf)-)!T$)Oz}
zP(@Z&_UyY2!Fw#CA}(FZELABUbZ86)AKo(}(2f?`aiJk9hB5K+Vk~qgI9ii8<1cTP
z|1&EKA7eM?yKUW*Yduti_;t#Z+SgWhuI$DVBd%=e-qoY!?YQy$IS^veL6{WIlB;N(
zKuJU|gz{8aJi-ntrpaAgE*1|(zOY!JYob>huCMQY`^@$s0J=iGL65~Ict`)-1`P<>
z4P~$0X<36+MnB$sOE?L!pR@r`rEZB`BQ@q|wZ1F)Tc4h;bawqvm*u)4+00VaQg!Eh
z8E?(MyG%?>jM>l7!C{swD%=voevkZwCWF-d{WL_-8O>(PYTetsGz={VzJ>romrqxS
z5D))knA_>|YX8eb96NhfyYO<Ma@NAndmIBQw=^-xem#mGcxd-$yI0!}rf^@#9-RKY
z*cmp{+`^(HMR($z`I73e$1_~?DsS8K-PC?~bZCyx9h+*ubT3$SbhH>r&Kl!736Cg_
zt|+!^^HMk5pEaF=3Y38&jK%}B?c$e7w-VVQg~svQg})VEI!I{+YCt(fQVnrmf>q8#
z*0%aIn*iNoWc+quZpyZi3ipepVM1+O^9Hemr*?kGaXma9D2WG&9ET;n$-&`lsqdCO
zGaJcPIu1Azt<dEDUp9&~dHhv~#b9ROG>c3eozjnoc1;mZWp*b5D@1i36ckq0y0_47
z+vjx;N&ZRPU+S`NC5VaW0wzvO1hwoDThHK+Ix!ms$ndzk>Q7Na+DM^{W0#*hXHMPF
zpX~)H@266+Apy}H9Ngz;#{#XLz!qQ;ylNrqKcx<NKG<m@ryim*{v=bcT}tBBniPq(
zImoalE{7!rT_)~hetya8oTF;If1+@Lndx`^!dzHTXg^{Iavb#k+*B6XL%v${Ga|&A
zt#XdFbycq$pFbT!JU$HZqTs}kJJ;dWR`yJay>Y|+W~>l>+z8)eGHH^wjt-H~0Rn1D
z`|#0>r^2pJ%k!9780xbBTYQH_zcx{H3$KCu1W^g;^OCj~@w@m42M?Y-p<Cs~xeiBs
z?egUrf3;Wb-~mGZiY*8<gg&$}u90ZL7fqqgg31(~uK%)szT+%TRU+AtH-m_OPci8c
z%y@|HO62O4jv+VeDyvSSm&86wrM%&pm8%CUlQD2=Dj&&>fdXXfg2kE|wYj57BNcj$
zA_*H!1gb*>P)6Efudm#n?U1n25xJe%f}b`deKlIciiD1R32o7Mx`#+p_%;6Sankfc
zA*k&9mv?^8kxZQ{;k_tXAOWqu-|jSbb=AC(_wLn4v}j3b=QuLlI@{a4HspmP?Q2m_
zBS%JPW6heIn+;>GPFa4RDXN*SNB&Dk)kHA)-ODW@(KgP?anEosFsn*=Tb1|)mne_W
z#eIUfKLm#DyX<L~m-yR$oT)l@-cDdJ@&WmwPZR&tco%B`fsf1Y;*+?loY)j-G|{WK
z8km?sq_8wN^y!!PqVpUvLW;c-dW?-av@|Do%TYm4W@HS7OoAwjiQ$sx<B;9|xXG>5
zhushEssPg_>Xnks1_UL&q>&2gm-nG#l0udmw6j2}L~OtJ`_zrMPya|2S9nn9V>$3X
ziV&XK?d8Ft@0}B^%-x?{*cwyll!xg5&-HnM#xI|R%CTrz!9eLI20I~32rJtE_NwOO
z=)$c=$0~OtWb7xE)m9~hLlCNZPNmVHw~#sJyLNTmSn2rnOGVF{<#YgVzP+^BXR`gx
zKst&>Q5p)Zz{Yh?F0L7KG&HyUbJ?Qr50<BAGe6iIXeH(KkFV<P5GN`ITQX6vbzkm1
zb?TyJHL3k($=_Susy@j?nRk$mP0g;E0-p3L8m2OfKU@ZhQ0)6R)zZJxdDu;;^s?jT
zcBOhf&wN^TBPC^rg_YylPyK-ROdfcL-Ane^*Fx_QV)DL@e6$yM48yXX`0CP?>Fp86
zB7rvNso+AyRMVQa|8&yZw@>7iIPqRnU3#kXvM{}{`AW1h_g44aLodTspye-k<dAXX
z)b~k4#IBIFc6xldiEl|)?T@oCO{eB@;Fupp@LS#-c;DYP<<{v77c7=6`Rhi;GEPzU
z9mv7;oPGly?9>@Ox<Mp0e64nFCK&bH-rs%O#I^Z}Yh%ZV>7)44j0`|A4JGPH-;z^o
zvFJYn5rYX6gpW_>-8sEIrGd=-=E_Wu{!Qb|LwO#SZN_ps%0Bb)4BS{2)3_$0RCbRT
z*l_iAeZ6i&TdK|Uck|fu;0Sniv(fE}rFF>q4*iZW53(nSIXaKOi5VASaRG3I2MpOc
z=bu@=Gr(i?WbYjQSTlme;jLR=(sm(mw=4PVvf0_WnO=bHAN9K^slSwcve{evaRO@B
zF$x@+GuC=+Q1Z4+4FCLA%0Vk`+=I*OH0bOiZ{8fpibp1bo6)V|(^Iqu6lMI&0H<x%
zHa11G6j$XEw|1{C@T3yQUrvJ7xlV=(H=kbVbndYm?=U2Qh;-wfD>@XsXy7bpc46<u
zMv4*%X=ih8q~00b<@0`N>c(<LVFc!Lf+7arcvI1oB=6s;kI@Kc`(1E@v=Q?`n0%3Z
zbn=95RFEqKzAFMuQ&=eN(0o&enJOtMUAlBhLhwp)t4ucLhTw1D_@H5^YiXHpZk`|3
zqG))AC)p@ae=JYfRu_Pn0i!2b57twqz5<Cc2~3)4YO4A9F7t->;AIE_jS1skuWI;R
zM}ijPsS6PnFj840Zxw=r=v}Tj#8D2yC7SNom4@|k&-8x5t^!R#NzZNyAE&FeUc;?7
zx5<EM(GlLBh!BCh-LC(@h%Id5tK+p`?6V!cQSqeWIuKQH3Mq~wSHF~eD?Y9nx(`mI
zwWI-b0=-^b{IDOG2gD{-3%+BqpLhE;+=xg3&H&CL62=yy*J+-VwCzuR{u3t+l9)*P
z6hr`2g!cEOnrwhq1knZ2EKsh;-c%GBUGJQ~KmXaaMvN_@95v|n>#99!T=+w*>J13H
zMES&29nb7FZ!nueTg_d#5W;RlNnRRrBqCxwFjE2axaFUk6v`h?qL~tOtEJ^$b_+TQ
zBovRn{#hbI(iw<CZ-{^8N{?OT?03`tDLo=`$+HChg<x^x+G{<PM3LT&CtJq=kIS6%
z%x&C}{q(GLY^11U^)~A`okn?2tHcS1uT*pDRNs=^MfTl#zOX-BW`I{rDo2k3xNqN!
zZZi6J&fo+EJ6Xo<nR2<AMo#oWDE`~uCOr~S13UPOy^}6_7zT*xYa$kQy{)aQr>7Q}
znVN}*3zBJOm8X3=nKteFivdzIjN+HQB;l0u+atUD%g2um89%#(?q?)(TUbkrUU?x+
zAd1NLmbDlF78SKIyF6?Z>YWpiM8X-xO(iN>bh3E2D_2)Z+AGnvK+Sl(tC~fp0h}P>
zCny+<XK$f?*e}yp823SjwH9olst{9ckrblk&e|j&n$#t$&J8eAyVlj5STH2?<HTu;
z&Q7~G#$JN>uH|e~VwgSLDl(&z3sbzsXsuTn=ZftE-q-!dLoy6hG<PykPUy|u1jc>j
zfqz2$B(4@%H6K@%?)y*Z<_UQe^)l>ovGNmtH+ejMSdQsSDQAIIz*t7;>bhE7s8Xz(
zgtLu4ZziV-wa0(0E5;ocNJdzST$a%Mt7+~hPn~MJHf|T<{a#F!`?<j6@`FlWy8=S4
zvMGTkH+c0tWHYm$qI%#JZPavud(PrQfAgFmzFE^J`?M!CLOwq|M96N~A4{Um2;boQ
z$U-SaP}*7j{D;BITX&HwGrcgmJ>zFb1`td5hfi!#c@*%!iC^$Xc}tW}*Ev)biu}^N
zMN_|<b+ROKF}oRO*e}m?&<_M|iv#M}=soH<N9|#ngY~OdUub92?qO^k{W|{n$KHE|
z#kxeRT+GskS~Gs8Tdi3$ExOtFLzWBxeSABu=YpG7W6D-P+|hANJ8->?O;|gLkqbMl
zFD@UGGBSXnD#6&H#NU}|y2(he>_I_xU~PNGdS7RIag0m#hx+0y=#`131g}TggP=4v
z2_aS)clU$jnxFralaCel_!DJ8W!m;%k${JVsiJ|8yxTom&;w*!pn;Ny^Sgp)LP+Mo
zYN&VR6-~1~^+$*gp?92na#Hv~<>j+bZCj!E3A?S$Fh~$62{kn}R`VjG8|r;Fn637H
zck3<+Jkc<E9J-&qqoY(Zzd$mzHzVafh?PUiXkBaTBXkyCb$ew%xm<%7dmox3ox1y{
zFQ1RYWF2Q(NP*k7ZFA<#QP<INvTj+ym@wh`N=!V)TsXXP`j?w458qw7WQm}3X)CP8
zoZb{WYaY`!=;5f!2T&N#y0*m9%IZFA8f%-2tirgp?|DdNj~{3L=;{!TI;wt@I6^0i
zY_QqAA;{?J%@Ze1><8f&jQsc>E$)*<_x4eQ?t=Kl5v_VA)={HFK68=p#{n|(Rl9Lo
zwGt7wag5#k3*FF){OJ1m{8_EctnIbCBz{Wv?D<x5zSqiU$C7WIU9x}PUlmd#g6$?<
z*)&1<_#C}?2dkEyFtDh)zA38YZ@ckxgLNaH9Ml|jGjX?r<g(-1vX)mOFPZnumXyw}
z)=5aX^H%3!dd;WK`W&_UhvnY?`S#_vbE$fF`h0tzdZ*?4dt)Hsl7{R9Jpn{=nIE{9
zw@`@W1%53gJ+^jsQXCbirE>Z3j4SU1eN&wdvOHu*-7kPLm#$vT9riNOYD_!&W>ilW
zb=36jrAK_-t2=mWY|?#{RSSj<AKpzEWH)RxxKrDQtYLcNUcGw{)6kIImZ}OIpS*os
zosH(n(&Gl9y@A)z1Ypt@_mhTIq+=K)`@pLCaG)tEE6*U)1`n%~_j7>O&bJ$<?VmFu
z8`LPwBja`Pn+P~R97`g!W$9OHlt}OSzoa#J{Q79}r(QV2ZG&|2q2)^?V6eH3u-gNL
zRlbrfyWfH_3VOljIRgB`PBQahrmLzq_O){Wv(>m?Z^q?RzVi?obYWP*^gA<7rbu&t
zRwmx>72J=GR}n|7_+Jpbb);rlx8~T?mz3AgN4C6rwYK@u#f==MZ*g|g?Km!oC{1~?
zG0Ro8gAoT6?DNiFVHX2}j~rR#_>)&Y5wpu}r`og?85WaMr(SV%GMpVT(s|g}vAsot
zwS@YpQ9bBR1>i|theklUE`QuLeCT)a+~K|NbMa6n^8i_lGw>~3*wN4f0=7FRYx2Z^
z2#!uH&G4l<Ytno1EKn>|Z?$&qe~58^l6(<y0=7*I7RA-jAz+$p$P=_QPb&1!SE3{U
zb>IuV2r?~zbm0j}wvpJr&2cLUU}c+QE4LV+9vQ&=v@E9j@*)|vG*3&Ns$n?0{_9UH
zd_#73x&kYFRLp2;X-ULDhrh`G=N-;b5kYE>#vF37efOgW53)H%+V^UeB=~&ahR;Zv
z)~kRbF_>Da?)IHgT5(!b;$bG9eK-xV9&eACjx=$WkI!Tl&AOz@@%s8wd^~#jigzCA
z9TUj7*qWB#G?*0_Y`&jD7^aG<l?K)}Yo9cSqD!^P2W4BRnLLUhIIj?{X+evPkUX-r
zGVrgC_aucXF3hT`I{t|H?AhdrM7{-vnika*zFm2_p<1&XxPvd~XcC8y0;Cc>;5pOF
zYZ-akU+>(4&gW{z+x&i6D<Hu?e{$m=N+dusO}ckOwIC5E@OZRq%WP~Wzl$>m(6}BG
zQwg72nVGrg#5`kfqYztstT%vpgn~=758)=BA=IRa_4VuQlPYainLV><IsL*Y1R2{?
zn01}icki=SD?|kpXOo)EfUU5dt@fMU-B0fN@xA#5jxdZc7T!O3YZJf{ma*wkQ4W~b
zzA$;|Q0zf^63;8_Bl>KU(Z7@%{G_}bx5ZG(u^k{~+#cWRj%}&|IKTA`4N1U~<RIu@
zG|S;cA$MJxM)%k;`HC$DQr)|2Xlu((IM<6WP*|N6c~z&n%~P_)+fU^9{$()-__B!V
z<`S`C=#U}UXG16|lUtlR4cH41+Bi5n&!(<c(6KR!Rk#O91I`0RH=`5&Ess|z+{(Ja
zVIVOLQDyZcAm*jIHM^jhKp|=2xSKpDY>$+t&}O_eg|TU)oe${xCnoBqPq_HU<Je`t
zLbIx$C~SW$#5X(ZikGFhs><xo8vim(OQ!P0r8D!c?dvG&=;&xe!=p%5g;V+B*NIJt
zS0{IUF5^`bA!M9B;Y+O=^anagW-84@iVbKWO@AuLgNq&)J03so7q|MJT)q-rle4$H
zx##CEnV}Aa3#6Wzy=-l6mLaRu*Ue1AXhIFQW#~|W2^!LjvIHL08XKpe2jMEEN=J9-
zbl?9=dE6>)8cL<XAZC%<(>?B}2}tz^#qN5vPGS;Z?T@b~zT<P9&S{N{$d9WPQbOpH
zu%|yx+!@U>I(GWBL6pK__sGJ%nB5>Bbqx$iB`A8-kKFZciB^+Gen|g8@Zq<}*o^8P
zh9QmV^44p1PffK!!rSS%$SGKE%6&~T70@gY19R3=afAdfBVMc_=oH1-DxyG5qHo$6
zEKcds%eEKVn_SFt2Z3`W<B1Tyxzcq&QZnPjIj8$T53c^X^QBQAg~Kmb=Dciqq-@*o
zkQss-zo@9@la*Ck*1i!D5l81;lW_7`ty-{GH-Fk~>sSdVzt^$*ejB53=S5Y$&AR03
zHullJtQc82xopt$$Xe-5$<>LTt*eEuE)!960={7}5G5+p?kSh`8=@JEn3sMVZHXX-
z?$@EJfK{3IrKMb#Xgdx!<7uak$LQv__X|_CI?=6Y^Q|kFFaJVCet^<y=*|-}7mrbx
z2_ODu(%A@C)c`C;ybAn>;bX^cweEIZlRLsrXBxY#5oR;x=Z}u?#nugStde}C9HA(J
zL(t%r%FD~c$9nFotA9X1DR%zSQcM2!S~jImX}4Uo{3djrj#<!4A=S5Ql9FvZZSfK6
zl1-i&%%Q&9makHg>LxyhD3X>sE?lc!)3leDa?7*3%8EKROu@OkZ{r0o`>Og}r5t?i
z7(cLg9Xo$M5E-&u>ZU6$q2~^@uA!jjq~cs)@7(xz8Ul!X+5*%RdqorXxAg#Rxn!?>
z3{nV`oBXr$6UkwDw6Vd0%Y9{Z@7_I!O`G->+s|ag0{=L9&nWmFlD&1Ok}b!$PzUAb
z=N~<J(hohU@~-DJS3=(@^j^FFDZ40=1petI6*TEfGt!m5u)Bky?%H23+8qdeC{&77
zj_F=IcBpG=c1IA(8#o(Hz|^kKOS#)Q>l2NlKij1zR==bD5#c}}1LS4|@Hl1Zcgp%0
zAWmPtX4jyeiaLIX7CEikFjg#1=%IS6rYRczxA;6pyMJ^B-5I@CCF4ebzyIT^szCNs
z`bqYTx#N?<jRxPUaVoJ-Vk(2Mj<YynI%l9q3X&<uvn9qa2+1QA()YrWLmw<tirvt9
ziTN7rEgz^{)eQ|j^S_w~2L)Zab!(8Ijx8-|5zSm&686u3`%JqgJscPD?AbEBvFgX>
z96f$~AA)4%-HIwIDpWRoh>o%)eWv2Bm)^bSpL%VdU*ZN4p2CWt-%P-z1YchVF{L+Y
z8IBjQcwBqEN&KQ)#!aIDr0lkHqD#ZzAYGvc=Nqw1?W3kcpd&EfA_u7v5<Ym9gs<bY
z&ML7sAbcCdoNDRn$!7KDfF6fY4P61PBb<IHVvY~gJ6BRuz03=Gl0ryHMyp1t))T8R
zMgKrr8k&keI#XN?QE0>8@E1+N9oWe})a~!9p{F+h$(Wwpt;?5(LE#Rf@ZkISDfE}m
zPi~05-)UNJzJoIZ9gr!a7>a^~9c}9cwNK+~UhwJbSM&AjHMo!jsyL_(QQ=(N{ll2!
zdTmmrs!w;jxbsR6o<DxPhXzcFa)t#UoQq=TYxFJxvi;H7JZ(6Y6swKrKbiJSXsPP-
z)ZhEZr5<bjn^nMsk{&$C3K|2-u|T#ulSz@4Tg>rk(eV-5*iTvc5b|Jf`r^aN#!Y1t
z4fB<#jkt*Rp>vR(qmsJQn5R$h)HAPUH8_Ofc)xhz#i*d^(T5f<PC2%6vx7q>IT}J@
z(8(ngIPdOQ$p%nUs;g{E?zc}~fznKOcYUCKR+E%TeXEbGVMOWu-Ep?IwxkK0BB2BU
zYi*Y)`tV^qr(*!|>jO{_3b}-klUKC%JZCItxUHIZf3b~?pezMAiAY%mRLrNKAUq}f
zQdE=-EnC0Cd4xsy+vq6TJnk{E1~Lg1Hh|jr2^02_KFj+%UFVF+i|#)~<xRmaR2eR`
z%4<P{chH+kf2maunN@Ed84JeEK0g=_I_2pB5O$L-a>M^q{8M_7nwMEtHh|)vFES3C
zrVR*OoE@y|&ua(x$`|?(Zt4tXQI8%iw?46ASbQ0b2$1)`DuE%s?dyOtdV}KjF*cAl
zkTaZM%fTazQgl{FNX!sgmmN&jiMki^)U)2G4{$>KbY^dUm(!;Z9P2#Lv)P673*o&V
zXS{W6cL``IJ{;3liq<vfDCKOtxXT}PZ9Pc*ea4@_L70d^I4|1md@s2S_gsKZhh1HG
zvA9bjh(;tCO_=c4y7(-moL8^3*Ch7o+jr*ZQ)oR0VlHLJ+<tgsbImBh;IPr_>g)Tl
z^l^~Q8PPv|q?)Sg+s8AeGkKS$RM58Au=X?XyYtQR3{xMUyE&`(7Y!Zgl)KI-BnLI$
zzT{^+dqUXd6VscBI1XYZyMFjE>KXmP#U}$jHQs7UI_vn?+Vn{-To+mDaOuhBdYb2-
zJH%zob4(?uj5aQlaGN8vOQaM^^OB4hJ7ea1*#j!Bf$WN6E}W51`*?B~5?mY2>8Qk$
zfB6N$nW42ZE>cd}eG4@AFVLI`k@2vbbDSR>hp6cOPf?e(c8{5c>&~;k7+P;)GENS0
zSC(tm9D%unf0Y*|&ffip^_fv`9=6%XM^#WDe244Tw=3Ap1onDl@<&;=i?FY015SN2
z%YznKr$4y9rR8D3Du~1p{d<h)Uw9*SzF~EJzS90eJN7fOB$}TOpeM^vJh5BCNUw9N
zfeLbqU?4D6jOjoG+M`Ej!_@`1?rQb6@Ln}xnq|td6=mFOV&E@oj~zRU!)l1v3wh+<
z3Zh;*75Jki_7o>FR0VAW)dP>zRO8t6(WgEh;e}Bf>{BAkI}bC&`N>Mi00(64j?ZuZ
zbY9gysWfmy(B<^>AyBRDY<uec4~bslGM^5}_V0PaEoRo6+cZ$d0$I<5q2%`<m24xL
zqXA7$_>(91wDzsrroLb@KB~1rA_#DOq7rpzr>4T;dP+x}lLyT-d_R5sxNpvge@f<c
zEE6}Q)+vCmV*5s%S(4PiZEdb+i<?GOGfH!hikqK>)TbAh7#?x)N#z<PTaNCmj2~ad
zA*2$e3Q(W$|DhLh_~J3)SM8dE^Qmo;Ha^0TJdnq@pZ<~DuLJO7I1KtPiT?ZAhEUm4
zg)=66Pen!C?O>yk@AE@P2OKi<Nmw9tVRih)zeYZEtvNY9lz}5zLvyODJ5=ib`O+NM
zt9NLzKV3M8W5nINs+>_f2r(0uTX4MxW1Xwj-v?(07b(*Q&^^y4Z~~1<DRWMMp$Hxr
zMp`8sY@ANRLQ3|~;_hrNF;5-@Jjvayo3FIRKm|o@0=Cff1BS-An#n(!cJ`c2i_myv
znmNA;fpibfNB)wW7*`-*8Q#O?ipPp<2Rhl6EE#>u=P`hL+rw7^aK$pLv-L^w-!{r)
zjR!EXiu@bIyje77B6J;uYAp%VBwWt4w{N<8w)1?7jGSSE0?jUN70Xqtf&nri-)u1k
zvhSNSdV?_$Q<G&)Jmm}t+@zqq92waiEt`?&dsXm<_HRB&_pK7v?u|J-_kQvfm*Gy)
zR35Z?;;$mocwAl0OMrKPK*W9IVH+C`cGd}~X8YG!mF9<<7%R%hb*BMZWvW(r*3OF6
zYf#`ps=Ir5Aph+yeo=fpcGLl+2y%~(k6KCo^!$I{Ve^PAbQg~SyPU!20Mas1n7h#N
z5t*kl4UM37(ZQ8m(LT}@KQQs)<DhTi`w1vOgoQj}ZGH9un(>#(6%`dLqH{OuiJpc{
zc1iS$Wcm=%$CGu(XUjTShs108oH+-VJ~X?(<+980Px%!UN;FD=n0rV{KM?-`ep~>V
z@HkW70=3DjsRg5+Mn^ep#E9Hs_09KPLajdB!lVZmM&R3QZ|{zi;}LprhF$3YLdb9k
zL)**TPm`%bO`Aq@O0*I&=<e>mpvM8Mib7V&595K;I3`PqP2W5GcHu9hXH{31SQ0%D
zecAIJV~)*fU)MzxbVBtzU@|i&CmlRK?cM_00R;HIVrlxjHcD&e6-D_~@)=+UMP0xz
z10J{N@h8`xtmH8BV1#9g{I;IRqx+sHtjE~KeDDmtqwJ_RR~I~d*b+HI8QqUe%Zstv
z+72bX!-nNP(XNqoCG1ubdXMED(ipjAz}VD73)z3hC@h^L-=IFw$*-TOR6u@ve^Xg`
zRXIab*<t(GQe=mjx$v{Y{ABwaP#NaeFN@pj*H6Rfzu%r6+|Tr2-QpDa|Jx6p8wmo}
zo;S`{BuS%+<c82p6Kz%UWY%yq7qd7WiD94eAbGn}S+k4xrPM(1Au3Ad{A@4fI;;on
zIl6)~N1oa0tbNo4scA-jvO~7d??0jE)g`0&LO(Jyh}^k<|2x;1G<`(>deEIbl!!76
zzCyZV3w4mP^UL*^!{!IoEt5wKOS-?spph7f6qkBQ-mEqp(?SIz2L6ffxx@!*FhxXZ
z1Vv3DZL?~isnmhAkv&{5QxLEzFIU{pomlyc>^W)ZUdSKeygzo~LWr1`QeJLLqJl_k
zia9*{-<$LArBcHW;ZMp?_QO6g#yby+<uLWkowOa?-BoV?-dFeH|JNP;|9=cW`o5WG
WkhJ2#Q)vnQnLEqEEY5W8zW)JIO`>}M

diff --git a/_images/152400a6f57063f8705c397197ffb85dbe67678575bc67d3e3241ed7cb19644b.png b/_images/152400a6f57063f8705c397197ffb85dbe67678575bc67d3e3241ed7cb19644b.png
deleted file mode 100644
index 28cea2a4a151ea424a0dcf4274beca037d5637cb..0000000000000000000000000000000000000000
GIT binary patch
literal 0
HcmV?d00001

literal 21078
zcmc({cU)H2wl%!fsIkX_iV8#p0Ywm{S4$KD=^%m>1?kc|NJ$J30U<shMG&NSkS0Z%
zq9VmYmo5U*u~DRdV_|a6xw$#_J>Px*cs;)pL>``J@3rQdbIdWu+&AQ9B{r<xwU(l&
z4U%VnQlzLAvJ|x}_4`%$m!a&bz4#(%bNYgflDWQ({begXO6IbS#Z_~gt42CM+UZ$Y
z8=0FO;}qmP%JHM2jg5u15Eqx}KVHCTZe_r=S9V1U-eir%Sv6~l+H{%xe_5h<f)Pb2
zluQ0}LfIjFw8K#&aAIL`vEM!QU_MJUE#zWUH2YBP_FRoDSK}sjIdxi4;~MKI9?`x9
z_7{q^(a(L`>k@ggV?xhF8wJI`OX{Jmi!b0}U;Er?eqlhM>%i;F7M?zr8K>HAw%v5p
zt`;#!f0UO|(AhkjwbS$R_qZC$LPbk|HTjEsmfzzw<S!%lES8h6!ffH>OWDS?tmNzc
z>wo$2!4QUfIdt2$4ZO+JP1Y#L;@IxfVo8<7?DUNC*};`;H`@C7^Sg%+4-JG-WqbU_
zr5RNP7=-Q4UA}x-zk;It?RuYYZcMw_JhD@7mCIHtBt>AJRzW9w`;cnTctzOOZQHI`
z-Kh%*3rpcOX-d49XZHEiCvM@5Qor?FaCI2UJSQiodf`IIM3>Io&n1=F3mdC;`{_=1
z->9g&<yzUZHsR2zAAkAf7m;-9wd>a_%gg^>F}F8RVo$~A@_K)k^4hDl{EqLtPB=cY
z<PaB`zOX$(TgP3H+~k`R-QSU~cJczt@Wq{B8-jqMF0J<1O1}OlKX%_bH`}#%KHz{%
zL!!d|7k7o5M+7K}HRX~W-k@DmODjT0S2x$JLulpd)hV{aO+)nw{>iEtW_CQ3dw|8W
zHI(~sj$ZY4Uei`(+o1-9IH}tWF%p~7)UuzAT)_K8V{;seHtgn0G<X$}toiT(mOY3|
zTg&k7*RKv9US8E*UD~6qx%EMZFQ!)eF$l*C*$!P`YEDv;knm?bd~<+uSJW}?Ru1<Y
z%1~5PY)Do)G(A0?bh+H~4!?Oswe@nUD$mz<eXe2c$xoj?o#vF2l2W{SHT9W4Q^sgp
zUdm~o?L(c#4`uHPsZ>cWqx88ab|oBQXuNmg`gqxjO>Z>C4<DA9>adTDaC}ei^0nJb
zN>;WhKu#>_^=o<C51qx^wydD4Vi-l85^*uAnqs=o)^A`Gxv*mO#z1BkW@f{_s@qcM
z&NU3w#;82BGYva-4lh$_dtjPTSUNItRnNfSB2z*_f;7#_+WK}_m~$~#g{g*PTEzIB
z>ivK2ezUQ0_mzy8nUr6D{jM=XTf06%E||H)s`_wizGaO5%W%iW$2VRMZi@KoCC_NN
zr+Sl|XwcYKCu=LK9Md+woAk$?wZ8A`i{sQRH2m`Z1ugc0Y1>eLq+3&Mj0D}DJ*ix!
zbBekZe#Jv#3FktiZ)|1VZmgZHe{=bY6?Yf+RpsZJG~Z!ZCR;|rYVd--zW#P+&AdA*
z=6I{2x;P)1i&JAAyw|>dOffsvf2BHL;fJbY<hqRzwHuRD1+3rue*W@>Zp#*(dd4kV
zqD7r2&(aPmC*B*ZPe`%ue|eCN?RBC;OuAr9X9&0Mw%xl;T*4zF((m6tf-sUfapFX}
z<6b>^Gqd!jbj_4>&4*PL6%``_Y<vB5Ykx^t6~^%B@-nSuQdff#Pl#_)Jbxmn#nOB9
z@xVHk&dDmt+wUw=9uGdbvGuf_#^B&!RaKSZ@#Dv%Ob5aj%EXOTH;-s7CiboR&d^jR
zx^Uwz=17jI>D4kco2cH!#FkV2%7s!X*RA-AohB4Bw2HlR(<37z=jP_t=FTE0drNC0
zW(uo!`^6l#pUs<pm9;jj{ovxnwXr=dO=)WrX!oqM`jRqcliSn2er1YG<(N7YuJN_N
zI>D`dv8qFeHECQZF)RAa&0U`-Cz~n*SWR2yB1DqZbB#j-*HZGW?Z!f%@eN&z<;s;S
z=^P)B^V2sxoYItb@sOZkOY3=g`Fp*+S8~m}I-gvj-0OPJ8-%y!nP;e^oNviV(|j1@
zw~n&V#D2%l&rTt{;^NqOc~u&dRqAi@cP74hbK$gv#G!)+rA*r%sAy<}A3b_BHG5<k
zRVA*pj@6l=5gTDMKA>>;!u{j4@tR|=2Ga66>##{YhOd8g`SOB)=4+3Cu2r8@w$^g$
z-kz_YDwrAztPO^H4mCeJBOzhZS>!m>mX{$LDVAp0^Ng&&aZ6U*`3x=1fx?RtPb(@8
ziHT|9fHvnc;l4uE1zLs^{g}kl%e^*T3~okvA5u+k_-*rk9+M^xBvVyHNgtyuURsx=
z#7ggJ`NGz7J$>}vQ=S47j=DNJ+qQ0v86US<`LN{*FZI^w+~M#MTV(|2A*(Q?=KLdc
zOG(ZurIJ)Ts%-s#ko`iKafO>VZ#J%vzuBVjN9Mdl3klhYEF_J*%`3e2-`9};p~RFi
zw^yv8+Lto#fo?Hb>aE!S@M>J{|EXS)-##LF?OM^keft{XWp-!B{88)5n7O&RTXRi<
zADDF*+im+_Wqo}9Uu%ZM%Ip>SG25iQTQ={}|88g979-t{XVkJd^eZgSvc?3oY^KUs
z-u3j*F)?M#&0Sl%nzz0vGY4+mxKWGan`1kC{vX%)AKu^pP_F-n#Vcb*uJ``!H~BC=
z(;C0!f0X)wCr_RjHm7U07TTu#V`u+&HSup&=U*!-TfG(Xul)zDzP`RthLzOYN9VZ0
z$<i<~a=N*>A*;$>d~mhk{fwohrEy*CjpfUiZ`-~-e)Ik_1E2e<;{vx+^6E#A9h-Qv
zRgUe*5qX&~zQ*oyFBZvHqEq4VvUiQGgedm}?pzD0e_PCYX8>86P<MD;=Nv{mi!XjC
zT`Zx|XyX}f^C^J=D<}=qnh@?*WF-{M-VYzlO+O%?;|1r=t)f2u6u({en10Rcw~wy#
zTD(1e`lp}R_U=9L^Upt{m~mLme<+!i&FioWo0%9+`1sL+Bx`?>&%bqKD^t`|_O)rN
z;)$k<h4YhbdYKneN6FRyykhmYH>Rs`dKVtP2gyf9_nB|z14l>4B<Wzz)*?siTWvN2
zuTS`FKU{}W-|)cnB7=y7e9HN>I$eKJyT<;?moLxT**%!BbaE<WX6NTuEhs2psWSU+
zCrj(gbE-!l>Q2%a6Li*mZ_!br`QwzEqjd*I9&@Ef1$SBXe5e1R&<^g|i8&detWgvn
zm2CYNCr9b&>G?diQB>TcoX3MTp~tFTy;41U_BR=4{AY5cMX8r>erBRR^q7Io>}X!~
zk@eWj!BB&Ug7@;p>`L*5@1ET7Xl+haizzEBqj_j6X1%ET#plM37k+Q=BNrE#^-H&Z
zxs+a9rPgxvg-3;@WUMozgrwBf_pTM6ofZxpJ9f;c*i2bD@O-*PQh$WAEG_kEU3-Cb
zV~NY`76UfvzZ|3^X%+`>1O{#^o*7DU!sRrkYYLBcm1>uJZm93A4B)jJd9yE%{+PZm
zuvnUZeSJM0;>oO|ke!V!@h3sPRpuPEcKSz`uh%?Rlvs8BU^T5ztE-{YwcD<FR7Bv7
z?X2C;?e0{X%sJ)e6W4nKZtL0YsnE!Oo29v0&NicmZQe4TJyR`u)x5}AwUuMG99+Jf
z)0st9O{D@_E)yyf1GT3f+Knm#3F^PN6Q}vmZt&rUl6pjkba)g84!^>=bG~)Bq!Il^
z#$^cHG>c?~7|){OV%yKXl3|kpta8cc)6`F!9kUy`AUgR**XeU5D~sfdFn-lDXFMaE
zhS-b8>!d$_K6tG%=wIsa^NNaupISQ7K7KtW9rSecbMUwTozFu$rp2Cs+kLJc0qgu@
z9?~(o1*!brXE&YEZ(euH)Vy@wE-pUac&H)CxU;CB37dxxHbTL`w~jZCQI!0acskjV
zk`m*N!dzNFfbHV^lr(Ma+O>h<;i;%P+X`d=f}-9%Z)>|qyRvi4esm-CwsjYe;k~I&
z=T{>;DJn!*nTwC_d~I#5x3{+<pdQ_h9SH!S8}<mu(|9hGQH?;ZO7Z7zF;5`G$RR_4
zHD*ZW$GziU>eY{<76&UO$PP9nDFGneH}d!O<zYu|-HK{CG1{h@AQ#z`Z`ot>?#Y_m
zt1XHtsu>StcUpe^cp2~#aE`PsTCUT245CiT{OuOkohC<;RJ9zRrUs)ox`l(sE+nM>
z(EbA_PjZ<~=8-6raph1k!6(1(J(VuR!^Oh#^u49WS~?!&jhjs3CEIArs2WoIdCl4{
zkR)>Q<jIg<_E47&)~`bw<!$xx?TN#hg~|Z%JSdFRL6Hp%6s1?zVc(T@SJ?gz!wQO$
z47XfP1uCGHtJv7&xGqc^pan{Ot^6MN>L@!sZcPE*NmVR%+@wBUX6AD>*Sf>HR^L;{
zjdT+kse9*~#tQn!2V(q(zJBT<Ycd^Wh&SXzA9p;|W^zRB=1%U%PCoebnxD|_umvzW
zyj_-dG4CbWkhAZ0;bruV`Ifps!)JE$n-PGpPG%#w&47FW?oMPgdZByg?g-nbA5=+>
zofvL5!MW$F=GeZD{6P8JwdLgSWba4g^py9H2Fd`{SMLm3i34&Gsor#l4)XC$-Wh%w
z!W|Q+xQseZuHzI=WmJ2+#_$JK-OLM8hqh1@jZ`hY=Y_VzIhP(S$94uMJzqxYN!?hR
z08q!m$~yeVwyOn&gbV~;qNrCq$iN-euSAp8vg1kFx^I<laYw*1`hd)x*u+FO4^Pjd
z8q2A-%AS`)7?x4)C--oMZ`rbi$GlU7oTc>V*Z}P+Ebkt#bqPqlwgayp(Wz0?@5~)8
zQyt0j-L0AplcR0Y>>DVGg)Kbd+GokbT16Mo6xg0-q^O2sXM2@o<;szroI6n10e}1Y
z`@>MvE_s!E)b~{f^BTO|<1#<d?Ct9t=<o0U!fGsK8I`ZKU&3$vx5~Xb|HNpkSBEjI
zrYtsW+#$O-{mQK&OHW#|?v?oB)ofqxK_I--+RG_6A6$KY#wx1pc8JO*N`AXzD5A+-
zTv}SXegl8|CA;+$b#>dYZ~cl*BKI7>yhnOFyGi6@8E>=ZgR7xRzhF0&5L7jO6m@*>
z(}Ur^T)&>C`?A1+;6V2T_VeB2k5)5nn-<2ml*96LgeCq6?}<>6qlwLrE4j>lst~&N
z^**Zi)gVh&d&)gKT-;3ywYoM*DFJQwrR=L^?#m9up=I5N<!s3|7>*0ps_XF=Psg2T
zpzmuysUtw=>60h<`}R|1D_lN3-7(ZvT1pW4y?Z}~%?hh=Y$uVMWaW_9*=AmvCTRVB
z;01qIU`9p;x`H^M1LJ|$QH2)WzZ^QcoDzBc<&}8GiR-Hd>*Az^+!l&l7w7GVUlmyQ
z*Z8fbJ|4kxdTnAl@3oPES#sI3WrYr(qL~LXD;Vo(EYjg&NKcu5jH1a=r@RgxIr4gh
zjiLm!1keps&&YI<h5$!etB#4Equ1;MMHvjD7j~WdB$2I4Q9mYq*DTOs+pMXcspDZ*
zJaL|+u>EIzUnfMmCNsIs)sDTeTt=~_&yGEm!)`YK;WeO)Pk;UThT}tHO0Z-lMMXUC
zer)tIT(BwhCL%$(*vS?#XFr6WM!3!xC9M9Aa)^I)eYG?V!K`c;`cy~3)z#HV0?T{E
zYaJ^W7nh^seCcM_#jh3O<Nj`Q<w;Q#^>ui>2YI$K>M^^hs3y8ZS}f`<I~Uih!WyJy
z(yd$96SCttz5K}I!LG%Hyk~w4Dd-2z(q<+{Q;>{@t$dzF$Hp?x&wp^Uca@^tCDcn@
zi#r{9HV~*p+qQXg)UEvzLw>?zM+A|c>bE(cFDAQG&>xX))K=<Nii&_}xCa=(#?4(j
zxNI2}VN@G^n)JkIoq3U2HZTY&lkLFj<T`xP$?idDp37W^wVROyc4|`zo*JmVZlt@6
zlKoP3D8sNd#|UUHYrCwZq~skT+hk;wt9BxkyBE7%x6RyFOY}@?Oc@vRWI;DIRop(P
zQs=R5$G836$S9H+A?m!{n5=qTUER5}-%%g0Jmm~eR!NCpY62xrpKfVa((Nj7L7}}v
zR!8JK$R-rHb-8XhyL{U1%P9F>-lBp}?%H=IA*@pX%1(1eiaI|SEBYdvuyO_E@Bp-d
z)+w)zD#pgiLN)_GO5&0O-oFS-P|Ma24M(6Ed20$3e|_g;+*MM{=rpkR<}O~To4fgg
zm`6Jvs%8{V-YHp_F(LcUxo$1>kz;YLUmP2ESSC_T6XBG}JQ#G*OhHkR<}@{Cx`c4a
ztq-T=9b{*hloOkd1uWFhPBm^!o<S)fM9)(Eq>H)CB+5mK5e}{_bNAcHv5t#?AdRZp
zE^#iilajPuyvDIWLP<JLy*bw`QH1)|i59fjva;hP^DC(QpK^^G$E&$Y6LI*G)pL_M
zwpXh(i`tKAuphu(3n30EN<;5`O(@|6C#Fp3PyhlCEY+UP3=F38^XP&3x$wqr3L~?q
zWAb+hvH`?6ISNMWc3xiInj1I?HHcR(F1dBvIbNgb*Sx(Nb&+;?=jjIq1_ss5&3S?K
z6eV)^)Ts$VkQhWbo<WVaQ(;5|gkcw$D|Ipr$Jz^$m6K?;YOby&d{^Jx3o|ciNp%42
z+V_!Hmh|)38Jw+tZxQ?(zxDfbl5XLaQfJTJrw{4}g8--wPAY_M6ZJL<X*R-TQtj!p
zXG70#?FZVijhf{@eddhN;XPE@m)N*CNt%%TSgKxiP!bmW04q?!cOLcP3!gSg*1e88
zm1er#=d|bL=Q^2e;^JM7gA~PRg7?suz#dd}KOU^&|CyrlTY<OY=?<MA_}E=uRau#-
z#s_{Z0M$|CR=LO4X1-;V)F~^gET@T~xG=LqN$1HC1psq&0ek5^qX5i88E~nWrEHiI
z5bHw^+RT*Df=>)*luFUwy?Zx4-5)8;i_5hpb)Bo|<1el=gRIlDvnI%tLRP)M3E7P#
zdNDdZA93&)AFP)^tTiGT*pn7iqYM{`P**_x9xI;Gx-0J1=_I3sW3_F^j{cErSifB7
zDYFebj~uUK$}4{k_6WQsk5L_S@noyXfrLX>-`u~fe*e<XE!-5v`Oczy{C$}DQ1Mh}
zy);+xm1C!`0@#zQN$^Anr2`$PXPB(ruz~bJsny7by600<5Fr5vRnxDcrn&nFXb8l`
z#SJ!HG(X%h*56MMW5Tbf>gH~<VSHxoY?6flm=kkfUJc(?)v6`*WM1j~izpY<H}_9~
zR#V2ppxMf~HvReJ@Ds2sA|e_K3k$~0>31JoZF%P#j6}`4Ct^>u>-@~=PRf2_sIjmw
z=wkTx_0-!I{hE*{9Cu0D0om|G{DmFo4QJQN;Y{%#%<1)28|qMT<qaKiJkep?{{8oR
zpu^cYIb}N@+BbI=JENnLkyNY>I($1gSk<tNP~3O{i-QM6*<*RY?WKT0(JZ;9=6Tr=
zFH_IDaw8s$Bg$CeQkm?qsh4T$I&?lY@z-B}-SQy?MCnj%OodADs}Sx}*H>?9D*Jf_
zi{zR$Yt##@;<jwv%Ih?4D5+>{Y<wefF(WHG`}W<tri4A@l&pI3LIs>*eMCa)!_VrX
zgS^4u$)i^~tPBBRh(__^<nZ)}U{)I73t@8I-KpZa&(&2mHOi%~^U9!UU)<rXcCyxx
zz&Z|3G;2456>W$<y{>rreVB3EgHe@caa3U~r$Ls(7ayGKe|eW64unmD^M~T*?*3I&
zpeBEZO#rwTav0lkB7q>%)N|`l=k9(M5fl_`eP9~)%$Hu*^vmbZiou+kIgVfS6GSSs
zWkQdh-pVS=(NLoQV%N%5s|tGstF!*Wz~<yKTis~cEX9FF3<OLTj^!5fu+UJo5nBe%
zaONbp#RUR0KpWT&*0Bs9StUVdVE81mueUeRq&b~{M}lxj_ffhqlY%^=7~Q`b*9zc}
z^|F1&prxfn$Z0&WKBE6`TH%p-o58x%!uDgz=*Whe(o&F*e*%BbW!1s0`;3i`uW3dA
z#Tc~-KMaFVAvJlj{eQ>Y(l5TV$hQE|pp2zeDRp(hN@z9n>prF5^{KgE%ziAqWOht=
zm`UHk!Qn<E6D2>HdLi@i%q+?GZ{IFXMf!t$0+0@_beqMU4(ntL_xH1ki<h1p6%!L<
zoMw`fbLr^YP*EEsjPCF@y2JD64z2s2KLC<KV^#~&LnT3$!FJ@00x*Meg6!Rf`<G97
zO)Al%HX}aeXD3JLKsyq=NBS#5g6z<~R;zD3E^hr)z-oUP8(Qr`S_?z=Lz@~K_pqDY
z^V*#n{MCmgt-393@-pAhX8raDYlsKUEzEuhW(FDrBiqLD<<lnx2Z#K4xk#;d>)ljh
z&TMdWb{<A=&o{~{7om&@3ZFz?pL%c6onzi5M%p_Z)Yki#uM^xNIzL{I1cM8|n`2lT
ztuvayd}==d2IeKxXMh2kfdz8h7F|VWN3wB18qrAkv_E6%dER0FJel)=7LV{R<>?0P
z$(l=~g^W!`W(AFT2cyKZTfv;F{w!Q<Y`>3JaHNC&R3T-3?%LDte{$05L^Wd*6jVFq
zx!!WndIi-kaU<O_St-G9X6i!*>hl0#ZX@vMc()hRP>jFWLA!3{EugnaRHCr%H#awj
zfTWHy--zt)+W5GVuID-be<v;UxP|>rnUz{R9JXT|(dzNHUa>rfk6S@=^#+<;&}{h0
zU}jCW>94xZJ0-LVrA#;+)z#H+MD}O=L58=D2>+j$@Kcq`C`6w+BoOdofizk)LSTU4
zk_tbDiNS=(p_jrRI3``Cj`Hl|;Za6F@s)ozE9l#PSHSWlj`rt?iNiTJ4?Vl}@M8BT
zgCGu{wm$no2P6AKVha_lhpOk-vSLl`4~Z<)bUeEy9mgMZtu9uwSwqaMJzwX;a0Qba
z3HmhujB8Qb85q*g;3S!Ml?b`a<UG5%I{~>N5d~QtC^|}E^ULi^?bz3StdD?44kLJ{
z+O7S~^1D}wF3x>{f}nE4Am>o!>)+bU9?F0WJb&WE&qYN=%#x*ZpM6fAI_1N0hoZ)Y
zvtNm2JBCA*M1!l6D1TzZE*^_S3sRfb_p~-UY@|OL+u-#c-3;4-17{$l@C96=s47M@
zKVX{-K|kH$Gra@aNAK>QXs{N>?fIFfX0!NtbkHY}2tbnGCpptEzL=EP=_F0)Dzvf*
z0A_<gXpMjp3@-GP`%yEjuSY9Lq6z2=DS&ean9&3r#m9j7H2M0mn-)uu^Kf%UGm<Lr
zmFGV+rm88G&QD&<oYFHle1cb{83Zx2b8wu~cA2<+#&>7b^XF$twj&?u!&NdcPz^*9
zg$_(6TtEROvjMcCzTF<meKmV+?+>U-xB@9j$y(ByTlSnGI<V(%GYbdp=3TpP(P)Z^
zX}IVa99afeM(X&qMfc;Cnikzx_EXfhr`?Z}0QCqS#vL@GRsjA<lA;BOq4sY0E}E7U
zfa*38zV)Xn{F#~`d#r1O2D$`=ZleyN`%6V<pl;u8xq3&|a!NxVr-IMFxTwgcd;>q5
zkWlOU_rO?ztFRu;+HM_m(01>4*ATR6QCu{Vq4)+_s4?3>j`!*tc`z}`5Us{X^SXqD
zcY|_>MRzs;l&4=|QHcH>Y;GbrS$&CR)SGT36T{kls2Hcg?(Pz@N%Y*vkc^T@xB>Md
zhs>o8R36M8X`$Y}z2xELMX<%AM~|GQ`+}ian%IdX{Pq`q-vW*8p^TzvqxyKGC%<iO
zdVucJ7!~i1h+`Hmw7<a}w8nV5^(&*6EIkrG(66{8!2xF<I2Up++u+p@){R?mFI5%*
zTtsMK>=#EvXNoG<{IK?-l@z+z?Oa-^{$exF^;Z>Rqdh!425(6)MnOvsJm}>$gzwn}
z1q<Y7v07=+6A6|od-Y1LySv+?6+y(Mt=(0(32l<$#z;%2h3S6MvVj>)Mt?(##p)P=
z54^)`5>&qe9e6#sF&@XyS6n_mS`9rjfEmIq!C?hMH_=L2&|z2H7QRFx#RegLr~8X9
zT%g%hAI@U~kScbbvU564xf`@*>UyE!Qpq#ZBw{oz$GTq@#d%=t;fE$*t4o^pSPcEA
z=!n1fTFY8~gk)>Nxgp6X%RlNaTt~U<Bq_#uGhX|6B8<=T*A-Na;z$)M^l8A4IyB$R
zk|5$6K@!l>(e-6nV2LL{b^!GB{e??ro9z7oA)$<2-F{d-R!)3gnf#`boM>OwRYaM|
zl1?R&`AWdFJzoLGF3AkMsbpQ(!X!V@<iMLJU&xHEUQU(<VU4R40NW;u+M|dh^Wrmz
zzR*A*%NuA2?+V#Up<-l-ZA5iCe%u{OdmLimAu|E)grI6gJ00QhZjHyUzoMN8VORsT
z1iy!}s99)37>y=A@Bo@c4hqOVO%HH@`ww7|V$oZi2bq`iGI2HK9*W;U&wwns!}uY@
zhqTg*9NRf9R#E~_$=OOx<yc}gDt~@#gf=C;20Yo#ye`*^F%tfSOKnJ1JGR7I7+_iN
z@z6cA7<!W#bI2NeUyRi4gHm#G&6@Tddi5{A$7j*!Uq1}Kkbtdg*RJKDxj*0qK7yD{
z<PXdPqLZDz!(*fa<&E-oTcJTwQcCCt{Pqay*sTxt_V-u)>8D?jEOeKoxg~CNN!jt-
zusa^KLo(97#{sY32<;pC1)9|#nRo5RjeNprvv(~~h>B?DStJ3>vmRinmaZWBf(PNn
z<VP4dFFr_pavAw<-{HeAM$npGpi8ls`SNjD`H}G!gGhD(feQ)>3ba`CjDvI2UpCTR
zKuaY32XW@ElDRfvli1g?nOWq`L@y@S3xM4atAm(9{SD*y`}BXMs01O4x9(`ea?mG9
zD&mgF<*(YXD<m8{Zv;w>i<?`4bY;1QG-ecdw3-LOl_Yhe7amT@C?UUs-Xt2Q7k%dt
zK1LqgZ?4^_`Vv>-TOM$#x3ACWRfMR=SW2eBD@J5wfx|ngvh16TqUwZ)0#mv!w-kiK
zP-||=KiH<XWj{N;yTNMnwrp9hY1?_)c=;xAL)5cf0v7kao#wHQhZE@8cNjDA82*ks
zkP`m^E+0V+f#OfkcK>;Zdn){;X(*GtR=sCQL6zO~J@xS%0ep%|N{ukWgiSUyD5D6~
z$3pdz>$B*_)y65roH2q+1_2Yyd;q<VKnKv|M1zvtAifU0j=Ii_oG9Zon%hj=4&O+Q
z+6@+H1PImueVC|S>Pm|R`AV2gw4+wWBzNo*wo65;m<s921hO417UHhS<6qa1gk3op
zz8{J;1kd)G9aOtJ%1K7)LbCH%fdt_NA(<80jV4#!J~W)$tfho+K@Mx&+KR>+LIJ6h
zM0I@k)Q1*}*Mx;v75tO34RbyK`wXL3!hR;ct0B?R(c`lpN)P?`V_9owf*cbt_EP)(
z<%*u3(Nk}_CLPI{m`j8tK@rT=dAb%^GA!f=qydl(C8*S-%>qEmHQKakQ#1T0cS-jd
zib@v)28qtmj@&Yme-l(NnX^zKuK?2kB%bzrx`0|%)$zkx>iFR7$MQ`}juTEMv1|G7
zUqxy=fohOnvo--7PfNRaxlZN)a^Nm;*CNu`8|b3}zlX}51gDRxCL=w4627^uvk!+-
zUVu<fkcdera%z{PqB&Oc8YCTl`g82|j}Rw;y~b67BgI_Q@l9OF_mumVnq*bv@X_`H
zB~W!lK_&2#HNxQ}V0K<8$8yS@1~xB=kX-<^h0pt-btquhr3L9gCEgwolchVTEWfxg
z-&pGAX3)Qka>xg}%MQ_qD5Z;2i}P-L)g@owtt<Xqb?6SauBRkQe*{>SO0b*uosJ1X
zoSMn#{?yutZv>HGy;YnlvvnLwO31lfz6!0qG=JB%Y-FH)lC9YW{;tz~J4EL`mOJ4E
z=VaGVA9*%v_gvZOiKZEqB5rYEs?;Nh00~kIP*Tr=vulEo6phlAEE#ZswCX_|YC43C
zTy6E$H{hvGEmoM<c1Rf}6s>hTIF;dqN&~#I@FdA%lla_yLW}&a{P>t`XJ;oVqohS4
z+STHe+hRq_0g$s)-}xH{yz<{AB}6F3oVhvv`qU;PK(&`uOLjFq?{b5106kVDj^Un{
zcZG)$dCf?U;k&?=eCGU%MdKTLk^~}&&lK>d0X8uk=u(8XyjSG&S9FqZQMd~#d}E60
zE47C!a4GIbV=gocfFF_}*x0xsF$!5g%X+d1g-nnTV%d-wRy@@r6`J!LHaJa(PWG6=
zOJ&%*SR|q0r`N2YK3)PSYU<ih{@NhYB_2@e^y$-*G}x`;zx2NnR=%{1db=KqM08Ay
z&m1%jgPFJ2H>H-6^yLI!85osIcLPDDX}=PiO+^D;<BbTE$1mV8`4pcLI!3u4V?J=e
zxaZkTzGDSW&d!GrFbqOAuhB4>=@35v)D2~jR3=)@%=6r_kH1lK>}U=m4uf|j<Qgn|
zS6in>T4H|rW%&~JB$*zizd#6NB;TrydlE?)uim&v9=auqr1;#&>u?(+gS5Kyjo(!f
zKv!JbNYE!zrFkMax;tVng)s1NN)mbtAd_%ZVSm1wj^)@fC6a|?W&LEFuUzT1^#Ts7
zu9n7*6H`%YbE_4@VXBM+C!NTe;CLqbg0;67gqws@)Js}$Z~`=M1_6uXP~-xb(Tkk}
z-%mKuN^&NiRM&3s+{BcQ1s*2#1MmV)qqONS{V7PqM7H=QppbkBqB_O?L#H=_0a=tq
zlJL=54&5sQ2pN78(N;43ezyydAY@y7ZZLu`0iX(M<5@xq01o$i<C-=dyZYt`cGd`e
zTC!GgVQw*cm0cnZ_it3<f}nP=@85q4>{lSON}9R~?&&->tP!$^X;(?dl1?y4dSUx6
z7glX;?XXF3vgqU+zSWSA^2N|W3~`!hu{ewa&`=wZCkfjIzu`Bv1fj7nBWxZCQMtfM
zZ|fFZeJE1?{mbR4^^dU;TH3DDab`uI&b){ay_iulV|?S}f8zrcQ%A*S2KECtbhs_f
zvp8u{$6EmG_@6#~s>TH1M1U9SUo-ej6RjgqM~G5|w%vHX7|}8VPAnJoxWl36CeiWB
zm%%nd2tF7TiL(XgfmkZR!<#T{xey3MJ?ODR>otRYd-q3T$1EZ4Kj*12_;X%EKZK`I
z988iNuW`d`Py~O7T9KABDIn-U%_skKI)M4bKS@A3h%@*kutI<npOV{p`}<SCeGx^}
ztZ*=%b_S%@WrAmsH74q$xkv|62uMis)##hdo;%v91p$9;gFey&agU?FCrmgDrhyQ6
zt_E=dM!lH@b6tyL%%fkk(<BU$QD`$54W(M!_92pE5?WsZH%Pao^+oVcBJx__0dM$I
zz_c8;YZ5=U+;@wqK|JxGI7|8~Wq$WvzF8ON@3W;v1!h4PX}ynocE0U%{ZMhcW-MeL
z-Vlb42PZw&5`YQ*MEhMoNA*8zGEBDrkWpcpYlhPz1$TOgnfa&fK5<XvT;JEw1E%5o
zC-I{AN1S_ht1zVWq4}vURq&;m5xP}@>{u?Hs7VAW{6(+3YiP{;jC-xPKM`i}fpO!(
z=FxT;ui4b%XY?&ctN)F8B^}BJ5r>HS4?!{eL8OSIA_CyO=P*3E07N+!-6uhj)&#Dz
z=F%!ktYCCL_W>n2(`%I<2>Z;;%%%!J`nBuUDdm}UY}>X?IeO3T>-<56!pG>Bd4iKt
z?mKZ?ukxT{rio`8SNmAu-G?pwMFq>2sfUFmre9xG2|{H=z^}mKk>10N5kp!P3Nt<D
zlytIx+A!nzd)C_a;R{+jH9zY*_NBU6!om%|Eza#AAT7a}rl@%GcK}SF5Z|@aR6vW;
zJ35*MD@tq5(tThNau$&Jh#EnB8Lf7DiI?DuAg(T6!`Ef{yT!%DA<EIU21E5mBOn#n
z*0I)KJo}1TJEt4j<@}4EK8cH|sg0=$6nqpYB!rOKN;R|KMY6*!P0(|oQxK_-xHlni
zBqKdF=@D(oi`6US$mL%M9nZl!m++#wSrz@&c}OL>Y4`3OudJ+u#O4w;0d7wpyq}zu
zj7;vrIO;wO7w4e?J%0Q+T^QDdt4G$K`ZopGoqdm3&p5D@NhOVi&~T5-%h$O$=ex|>
zc}?!XVICMT#BwE}L-6+TQ3C6W^1vp!>&PW{VCfhLpU>gT22-BhQi2YNrkuz?$-9aG
z>Y{w!BI+NMiATgJzNr`VKgcZ7Yt%|G6^~W!W&V3sE7$h%ZwTq?>fu5InblN&DC#*d
zPuomB>M&tmOg&9jz!`^KBc>@NH>td?v7&X8Uf(RC+X^^XSo-d?y$s`jWrP}~CjtI1
z>H+!^W5O<_-&{$RHSQ6+y><Kc^Y2;)&>m?)BY{;tg1{BVXOOCA#s?u625w{!>iq@R
zE{6igdsoo<3{4q)8UVs*viQ;lc@2p|gd~~)I<Rd!cU~~G`t2WJp(b2ViMalmkxxT+
zuY!HSGT$P4Kcq$}8ylNjr7NgQd|qo4U<^sqF4Y3oS3z~typ6^;YN^<BHn%OOqykQP
z1R$~q*vr(dC_K1{D!Z<dr1*5qlyiOg@86Vib{G-veRpbNtaQ=!uy%<Cx*`jhHr!W(
zr@ae5CdEc8_fSHyCCZg)YmOudBS3Z2piK-y4MwCDi^Jy=+3wz1)L`Q8L3NGBUKs%b
z{ON%yOCqWQ97f<P-sDJ}IddoQ`){z`yD$J=ikEgX<3_|CfZC&XtGWQ5f1It7Wn+=_
zo_ouWgx_9CQ7K^PhS6)zfCAq3!w>g>zDyS8rb)D%PrY#Yo7An)O<Xa&=A9bo``3Q|
zz5JCcvD-N{21Y<jY??$TZwMCYUkbDYlZ!GAbA2GY(jRqWQ)3tqGa;+s)*66h7{E+O
zj8`IGd?CA)Uv);~`uzEGc|<OYBvAxWjEFUed}dpoIlmwSFgoBQ5qq5a@7fc`mdQoX
zX$?6>N-`lwenyx7cALx{o?3`ruydyWQKwZv-J`MEwriL1(yd^}g<R+Ip_9ue7NZ1`
zZ<J0hqmBSRn3Nucxr$hNW^e$Bw;LUQ=<bacbi(}ZoB_+1$FfMrzP-eb^v2`Yt?nWK
zv62il%zzr5fPb?(Ui1%zP94SBz<In@BCQlDRGkPrFfPXIHZM{@IX%KntX1f13FC>b
zrx7P1wON3~0a6Hgx4Vo#K!qj~CGc6+_;o82+pNF8fw3)Ru>$b`7T})i*Y4FX5Yg4a
zTz||RWa;@3JBUF)S}V4{FPk;7S6*&~NCM3-E+OHNfWRB10(TQo>$HWPM>9b=8W=32
z%8WtmI>8V?EaZg$dFR*c3U>MC7NW7|w}K{x!|iAXgf+re-uvnifco2EK8w!v^XJd$
z!XQ`xx>5DRYWzUyFt1*l0QfwTT+L_RnF?lV$1b;x)Nx7d+X;~8$~rpHaN5@R0jyiV
z9s!?$W}+$3)-F+}9MW)2eCW~!Mz%7>we}NKo_nQo3*nhT8)8}~Qw`osyCut*0`v{Y
z%OPZpguqR}86;t1D-FN90R$FMKF9|?k|fS;#ID~x<x!6mKR%R_F@!KyCPFD3g~DU`
z<ti=6Jy+35z}cBWoTkKF<^FDmED3CrjN*7u`9?_6r#E)2pvu&c+fgd75F-?`pu7O#
zLU2}$-`tNvFHEjwM}d}O{$6mW*Dxv443HfN_z0Mp4bzN>1{^5MR;)TwvWJp4W^@@>
z(9_pXM)!#j;NTH_0yXxW6!HIJbpV+AAMeD75c2;qVHl;(v)q9ti&7=>5g0sJPA>qv
zb&(wZym|y})ZFcF`O27FT<Q`_RR_?K0gxBAWCL8^xB@mnlv;=$0XatX2Z-nce?X3!
z*njonIl*?R5+_B6JS2lWl&z+pd4arNoc9vR2Bka{RyXPpF>nPs!iR8VJ>mC6b`ry0
z4bkN>{F4qEd*yfEu^m0Ch#r+kcstBk+{!SO9Uy2DX|EBqu1%Y1o+J$ldm^!17`zOx
z#qhy7S@d4am=$n8I*8qB5dKgUgH^lGMw|-qGGWG`UdT@spUR682O{h_aMeZ0J3~t)
z-z=eW`XyH(*%+~fuRSM6K^Bl?x8w!!jdH?!8^J+Lh9zL-xK#X%5JQ+Q;>@~-7U{M?
z&ytT3T<<(`1cBL@iAu*xrog4riW7)RrMr}Ax?!=uR|DLdi&V4}7vy*GXOhfb$;Uf5
zI>I}mVa))`6Z9WNDg2OJn(y>T_N(;5t1v^}fx!fTSBe`IW9hEr0YyAof#6fnehd@H
z1iFG3HDoLCOVT$(cc@Cm3L1TU`-m86aTo*d+({-UL95tFUjm6?=aNCj8Y;<>B?!x~
zfGM(r5DB%feewV&pikz*ymXfQouSYGw46tI0VAcQgE-i&2H-r5yGb@X-uG`JyfaI$
zT8cQc0+!5~f!Lfkcm1H{)SV%|OC`jvfgSF1?PZuqsq}gf2OtYsiH{x85P9wMjh0&!
zCHst?6+cx1sw46}>_tOlUIi;jm?M?c3$-JL7*Hdk!doHOEDu8Qqajls2K{#m{a=j5
za(Am=$yQpKgSr@M$xeXb;xN`3`?N!y6(j{o98*)Oa7SYVE@+ErGa8A&$jFTQ_wNs%
z+d#2Nlc?^~0=!bsF^u~9_3OT1Ru&e*1(E&>w#+3l=|iU`xb>{`dRQg_*;8M?0wPEq
z4i~nUU9oEY>u^D9jRlB#aXw4elJTEfCx&<<_X`VOoa%BbJ>$=q2GH|HlV4c4ZAr?f
z1ws>SZ*PBB6l>L8Wik=ld{y<hd&`<VL9?Yb1!f_doO2^99SXW;Em^W3>Xk;go!Zk9
zM2cfA8GZPh(X*$mUYB<|!C(nTp*=AuW<Oj&-R7};_vGX#p~x;>y7Z|$cq_~byuv42
zGOyfdStE57<5_4)@{Dg++Z8j{x%lhp9GemfN=fe#_%@7&D07z({_k^U+f0}Uu?M@#
zzWw{tn&l2_<jbRJ<FcCn|KV5AJ7sa7-0|)o?&aRNF(hR8`?ajB8o!>9bvra348Khp
zv*%b*v^?+)hr)GN#@N*5Q-VP|&IHd1XbJXc@6n64Kq+koJ(Es^ThNbA7@ulH0PJga
zK_5hr4p9qev6$={h8S8rG((CW8p(7t`8pXN{?)dicHCiTn3F~f?eG4uw~ND#;V`Fy
zxwngbSbuR$pN&`U^|n4S78w^CI{-OsNy~(}WSHLuF>$!B7u4Cke>Zs66rv?CKmAMl
zZ@+yHmlzp4xuHtWI!hFLQ2r{YShl!+6L`?TiO6G<*;&zPul~a;FC%Uhr)>n|AK^jt
zZX}(W2)8_8rmr85$wn|Cx%+}2>b&3gU%U|ySop)1{TAxu{oX8l@$8te^(|$m>>Yyj
zaniv=`x@?nB26SY)W1ToO>}?Pl-LG|QWU1X@L^*_tN<JO&ADh_S#x?!Skn6+)`s|P
z58G`f_vv$HJ*_z%my)B;Wfc$Cp#oZ_2Vx~hxlh5FPRxub@k4Nn?cz5Jmkk$)LQ*gW
zqv|okYTyIm2E$em05xYog$}D8IN-&W1Ya<5G$=|*dC$$y`)E|q9ou2LzVkx#Xw8-H
zb{2*>DBNDH62wxiW4FhveQDmJ{e?c4&im+SZfk|XgJ~^3;dl$#qrN7QmP|*l{D$#1
zMX4JLKl~Fsy?L=9x}1{JHSV?%-O*cur65fsp_ieXXxWOY)@byac~nGV63Z;OEAH6g
z0@8TaXk4i#{it<bs84KNSTUIEtS1eXd!?LCjG^=rIWtYGSRFD@+~y^B^y*_Si4n!?
ztX8kzc@GSTAxHvRY_pcL3<#`x=mP}oB9Jk_36nfpzR*b_Qe^_Q<9EnTay}P@ZMvvv
zq3cE_C~65<A!d;7&9Wmu^;8h0B90!MC-VJ~VhdWj%Ly|q*NYzD;sP-sP(X(pgZyRa
z68;?84j`P>zI`WwRk{B$Zg&p0uNYW6jfR`jmelM2#cXrPuMo}MXURnPzs}?RXOqyl
zzQ4}IeVgXH@fS^xj2VW2tv!RpUx(xU;vX|;|M@gJsSN*S`tASqc-x=raEbO89*t~>
zyCle}9Ft~F(~iPM;y3?yV~mMQ1LPL-iX80v5*8twFP)W+z4>UjUS(DYL&e^^zOrab
z<*WVxGk?48|989g$8Wn!5_ue?BA;n%2$^e;2xa@*Sv>+9%)q$7VM-b{;;><70j1#h
z*Zak+-ye)934YkcjBBGk3hh6n<DAnKEP(q>kYIHDNlxU`uVg?3%7!+n!I+EbSCrjI
zHeE^ih;W%N{V^VgkC&DPhX{rTr2xiL0g^Rm&O)kMwhg8M4SS#8qQ$~bYytzQ6TH%R
zp}gVzpR?uK`4%T=He>CAeed4~v3+4#lqSP+o~2PWHRl|sohx-Npql*-&8^U^e_<iL
zEpJ`#%<Lg>_6GCweY!g_*y)QYDmOo81_{Z}Q!_mmX8ONYvsq;5I*Pgl?BLQ0WTqdR
zoVLw8^g+VO$?3+_t*G?|PuY1rKS^};nmSbPn;HsB@4s-HzhF_=Z_sluQ+ByP)$NK;
zS;Kat2R)maD(dpDo?WS*z+N&u?Oc>)nmNN#{u6wNo?sR~q3E>aY}$FGYyecjt+ro1
zJm?|0<QPHo58q5ruhu&Qh{VtQ3G(jTM<q{J$m{QX&0^aH;QSq|_>~ELYej&YcRg3A
z)3d*y?qih=XS13|PTN+n@aO!w23-9ha)^|ab)kK@Ep7PLw~2HHL93sjJ?K}QSo6n}
zz2{{jo02CMv?x>sqVfzw{($^>)Mab?#){0jk56<5&z4@9kr!3{0@Da4*JLh2(XCmd
zwCcN+D;;Z?PC7m#bM>DttRkFlRLv*YK|w#i@VmTAZcdoZU%;==D}kZ<-K2E9>_!M0
z|IHBS-5w8uYGWF@GKy-hZg^bz_e|lfHaG@5^<5;@k&jfGA@-nr>CMO&|C?!WVta;z
zsTS~zSrW)r3G^AS%Zv^52zdEo{KqlxVhlP(zr^?GE4XT~5nMc1H;;MXQ5F^)%kb=q
zb$ANEqs$^cpUWZQtRolAi{oI#(Zqtw14r;WPhKTL0gYgC7>dZyc+-UVbnjN85Q8%L
zomlqK4-IxYf8b?Dg$Hg)KSz=(l-{6Fr<)im22@%B@P|MD@*Iy}>WT3R93sE)nb3Cw
z&Nznq0LP&ZJ>;mTvwmNrfT;&GK?Lrv*?NGu={ViA<iHk)_?K+vmv0>iUK^wRSi6>=
z?)uM)mT2X4(bt^;$G0AAZw$EpGidRA;T&lLiF8CbLX+l8^tubfn7?Q`D<@}f`r{4(
z$OoS=IlmKbSWnFKY{ugcY=)a&yn)fg_Cs6k)D>*9Cvy)u^Fu-a7sr_CX})Myi46V>
zTt~lrIvUoUFc&_9!{2C+uw4!LG)}D|LqPp!QS%Pb!_!4q^!0ba7@8xtK!n7KI-Sg&
zxOr|yw>ir&Tgo6t`{3+A@IdgM(_Ovl@m&>_Tlc_6MW%KM!3VRf3gB=sf|A(OUxXf$
zz%MI+=c@5@>;Smy1uF&ZC6poVCt^4P@n;COjxa4YnAs$AY9lS#ES(7{T>(%*NFN9?
zw1GA9S~P6VDKPoKye*OWK%5LySzFt7xlFP1@HDh)B`LB5_a2r@@Bgv|Bp_}&>;W7-
zWIzN;KM~W33W?5g5DpQmMrrreG1^v}#-+!l{i4mSxU&!O%e}@xS`2jcXTXWx8d{ji
z!joT!mG;?IIg!gSUz8`pf=~-aX+JM-qkae3tbAPedL|~O7(A2U*)J>CT@8{x3bxJ{
z!#S_M|Ni?UB(3*ANjZj&%fJQ_=lAQ^^MIB&AL%OX(tn6{Za3VEDc$}31`VJ*2swWX
z*0-IWqx@%SzQ`5yo|ku$bc8PMauJ;RXFvyD&b+X`{D?2K=v_EN*<-U9?S2M6#upC5
zU4YFbtbD<^1bv;i@#u0}?D+jkY;5cs%@67oiTNKYahbk=4!e;uj$-E07bWA#``zL1
zT(ik!M;KI^WP0$uZ09@0-2!a-U<7+Hvn%~KKR-S)KT`zf^BLf7U-B{%qPGG9bT#|Q
zC19M)9K%{|OZWJ|)Fky{-q@WFal(gQ_V*zs`N_a733X2dM=e;-9suhj>wEmC#6aT}
zj%hRP_PksKYl0`ZxLcv2MyM|>Z~$hixehh3m*Wu~UuT9h?oJlI6(sRD5M0GHbD+6r
z7wZmT=gCwuatl%r&2{E;ThMsSgHc|Lc(y~rICNjQ>rHXJx5r9m&49~gX~e8#gh>nH
z(3`+@4@03NA~AR)p|E+G2oW{(zw%H#$Od9?Qx0CX98knD1lhyV`TY02O%uc<N-`QY
zp&p9vI1G1W+SjS?wkoqEi1ORa#Meg%+KEhNGE<Eah(-_$U^LWwhj&BqfcqgDY@!Js
zc0$<7>UMq!><XC(!N7$TY%bciqRtg(4|Y1!&@_{340b@h<XQn*>R6b1i=IrcTe~*L
zW>9e+aY{VG=Q~NCf!;8P*|a6=G(4er_|Jt~v)bV8H|`O*2mR6r=Z!qV=7mfW(Km2f
zhtX%$!Dz@N3b#ZdX2y}#OSY88XVrA}$3YhobsB#Sc8VA}$)hTOHZXi-pBcIT#~+X5
zbX8SXFAY3A_1V!T(j0x-2iA55GT$fbDD!a-Ib)}zw5{C6W#Y<4s?v&Paj6?5pJ5@c
zwqnNEOc{JgB5Z%$#tm#e(6D*Yr22vsZcA;xcVa~kY6CCA9ohTRdPb2q`qQU2iC$?(
zHfyS&`37sdw#+zyX+qiqBbfK#uv*rWk5f~5V({`myoqeos9#D*IvB1@Cuf^8d&yyf
zsOF2CXvtZezL*L#$}XBO%EtETg+LZ!N>l&<EAQ&+LWaK14RKZ%i{8}tRPfAGM>+2-
zj9{LkS$=wVy8MXu;)@96VTDYc(=pIhJ(**G-JW3syzknhvNf5Hr?U-(!TmNw50g*R
z12Qu-0AB9$PR~!+qFs>Co*|o=M)V_e_z+&!jdNpT>XE@vpsGH8{(O{-ob^7KENPrY
z5c|S}xEpO1GQyej=Yz;q?q_GOER=<o!F~Dhcm1VD0-ecfd!8s&)~e+%*lrMh4y(MK
z^tvc|RWDyQLC_^b94Z-F9WysiAkG4Vg5u#0J4>_s(3u89_X~Y-lFIR&Y5jJ3dZT$F
z_0q`rW!MAk$sx>QEE!B8R8+oqT)l}g6$=Vr_vKDT3>dn?ZqME6g(7gn<KAF()aCA^
zvljjO_B!FTA;&}!_ZW<)<S<U`PJOp$f8~PnK1m!;CHV1ddv5Y4TlG~nP4#22Yoi{c
zpj9kPaTB0Q6VaaC5wwoq#dmc;zVjXNLA~HtjEagPnmRL1ud5<v*U(&F{UQPzuKicX
z_R3r_uB4=-<coRf_;-zwc};*;a=b2Gx(5$a^zXm_KpwnAV}@mi_(d@p637fUg{C-M
zdA2UQ*U!<-E4G{}wXsD2$Cz6kKHz1M38kY70xP(EzELua!>q>j_@T`pG4$Prm)nrZ
zPj<s#Pmk{We3gYybSucu)K{XG?|u@6&&Ol3@52YT7yX5;NBj>hINiFe*8kx{1~Nx7
zs43#aBO}rnjn{(D*CEsYR`C=wJRg{YQbm54AbbgY<F6riHKJ0Xa0&$GfpZ~5Fjggz
z49?&ztHKb9$F^uphSC<kuAiU&(gXDwbT^$)hjx=^i9lPU7#A^5md_GH-2?M3PMBc9
zL2jREbHvjTke{USd<}DABC-LWmV`}x>BRo=M-o_Wr%RPfUh@}h^a$`l2x*dONCLr-
zF~*V?9pI^uB1nwTo{WrIy+V2IRz7HcVj=mOv>}0D{MAyE{$j3i91fj&>E?srvHU@M
zFm&4E2&(`gBh?a`rFm;TUb~rOy4ZING4I~MZT2!kGzIBgy~1n}0#ox{UO4iJ_5^^v
zG_ZF#LzI+Kyd3}sdxvEO1E({iy+z-bEwJWwxy}*`mUL!m3oMa^@4MdKUc5%?DY2q=
zIt?E-c<SjDr5&w3b7&^+^Uab<$DPTlYdc+MP4R3Fc0AOGIP!{}^9XYd!i|_m;afeA
z8LNg87iVI2A(I^>E0af<a21c!CYUln4lmUMsC{IxhKK_IsfTL$zjuQ!AV8jkgdU;6
zZE;qcOb0W$jNj6N&N(aua+f>~4C7(M7rDc^3;*El=huYkJW>~+Qn0hIoJJ}7WUFWQ
zfY{p8ACA=_@s39>&Pf;<8O`(t$nluA@=PFq(7bJZy?bD)B4gm4*S^RQ+dIaMUSk62
z?q?xluH`EEdQyDhYfSy;)_O>mM6Dw9FDX?>4{%x#&W4P~Vf2k7bINfL9%f?DAO{=B
zKMkY7OH~$-vw5P3Ow_{Nb+G(M1I(PP#k(B#&9KbGi32z?4TMSk+_FQ>(HlsN9z#9c
zL(LiHV5fHyFoN+l69O-qc5jGJNZ3uDNuz+NIa2w*U$^cUEGy=F#IC(5jC^-)cBbD)
zufDEsy(AP_;Z)Ppnr{o7CX8c1{G5SVYcqr_P{mCl#|->zr!ghzi`(1<cO)Cn=&<(u
z#4q(QZtKFobH>mx5%WeSJXhbmK6~z*&76!)6w=&o^um0|<$B+(UcDRh3uhqSE!CRm
zH8nZu1|N3PO^K=@ayBzEnth#~riaalpNP%Y;Zj1QDVOKCUs(7vihAG9%iqzBkZF4_
zh|kw2_-{slm9=6g=`_i&;>MA}&cFrgONN$JUwnA!{l!rbaE2StW{5%I@GLDYt%Zra
zrwh~Omv=r5`<%;${+I{D;5T6hY@*{@$LQ&L1OH397G-WF>Vw)M$g-O%+l+of5kQbU
zG5`m&il}K0%3b6!7J3?(VkF0DhnB+$L<<=&A+iPI%dN8qpnPFy29go6-2o;N{~(50
zD3L7lcjTE%AU7Tnb>qLZN8g@y@IMesc=?}fjo%{EzDuKgrj_|i-KFGd*`Lx+Ui#(#
E0|h!yUjP6A

diff --git a/_images/17b13ba2736b785f5fed7f2aaa03a75e1e8c8ab1e49de87b9f9aa50992153c82.png b/_images/17b13ba2736b785f5fed7f2aaa03a75e1e8c8ab1e49de87b9f9aa50992153c82.png
deleted file mode 100644
index 10366ea5bede6372231ce6b6a883b895e7781c07..0000000000000000000000000000000000000000
GIT binary patch
literal 0
HcmV?d00001

literal 26112
zcmaI82RxR2`#*kOcDA~T?2*y1itN1`xF||SXxMx2NMuVQ*&|9;k-dqMjEJ&V$X+4q
zf1J9X=leY0|L^y^U)|4h3)gj>=jZb|j`upw$C~OY6r}W|2!c?ksVZtA2%ap0VCqPS
z;BPK9^f|)+i8(3VaMHHD=j3Yaa2L61>||$U>ttna!s>F@!O`5-<^rD>-}!T_W=>9a
zj^h0M*8lziK3j+T{A}v@-{D1$*s0!x7o##p|Hb6UWSb+%U28Q(xod8T3q$U1*LwG4
zmN%2U<$quKE$ct;pVRw^ACE9rNe;V^E_-~C)=lxW^L<B5Zfst<POg6*-B~3|LOIzJ
z(e2@SuL&DWT8ZwA+)LTn;TZ8uQsXk_dj4FZZD&K$y>+nMaqXkp?cqenMKOP#5cXjB
z$0YdDEFStF^5K}nuPO1VX=rGg8Hrfg+1W$H$Ym836|s(Ve(+76p8^Pc5BJ#^f$ycq
zHzM#oMZutd{bHxs{Erf{7_O`G>gtpPa&<v0J~MrDyeG)+eU5)X##e^WhZDtcYy9>Y
zj$o2lewVUG?orL`z4N>IS8r~mfdss?dkf-3+1}n>w%kBgWYPPYuX=dasliNW`~fj@
zUA&-aRkGuF(~&EQqBOet_JowolEK6*UevC`?%Wq`hX<3o9|s5L;NyuXY$UOgY>fs`
zNqX47(K(y!Hh!dPXR$ITH@7j0O<_4mW*3v85^1yf=j4TZsrmW&2K?O|k&^xt3>QZ`
z(-c;VUf9;0bar;`FE-bXs$qaj?QdpIwMh`RJn?&RC^S8t-D`8mb!(%*H$1nXhF&F-
zd1IU2b92$UPeRCN*KK~NQlxY0C|nMmUqx1CCV_4B#))Cy1Me_Kv7_F9*6U#%1WlSq
zsy4pek~YeI`}XMb=g*m2&R@9D)!B)>`_4G?7Oul2S$P(Z{k!k}8jEO>`ufty$V6GM
zg_53Lg8X%O>8^4C#92XG`&f^KaLxW7%bZ?|$m#Kk3GW(p9i0>EDbfq}^Xs!;Rj*um
z*kwkpng<KDevBy9rfh3Gbj(TI{^#eD@NwR@^_@O<uIWQKgH(j|_qT+Bfq_H3(XiB2
zw-NE6moK@nw6txJ8i}G00*I;Dg@upr?QFIbn}4;N%PSpkrZsAUf5YD0?=Ts7Z%rre
z#KWbYNP=wb?<^U=`>v_29q{3UGNYs$HDcGLM2kTdt2Yg+*1IpeZH)!l?<|x~yz7u|
z968u`wdyZq>lxvLt#xJ8dU?9gw1raNzWMk<ghq-qQ?72oqamA?3muXHr6WEJckkX6
zcz$Ke_h9M3xGP<$Y}B6&K?n&6w^mwM1`HajXI<y}9|SRbkc{{qNUg4}3fK-yevTL9
zFdLzT*FR_a&(<9ng?s$(4Lx?sj9;IR_ETG1bW{`~NBxv92yTKGYY00%14DF741VnE
zHECudR(|-2u6Oq}vfAKur1Ob7|H8ssh)V@wT0<W`BtY^g;^X7#IxPnlT)h6wX48q-
zFc#}s%N8(M_v_S{-rA0^o|1SUy98g5-Mb|$B$Rr;BYAbl?LM7fRn(*EqsNW~9Q7L?
zACHQUZ>>EwUH5*KY2cHq)!C7vJg=7bs|GwjKE=(RO(eMbU&rq6dHsU<MU?&ZNafIC
zpXI!Zgb+Q&xf5iG>i470gzAeYEhd)o!H#sM#n+?_P7nU{=~7Q`uk&ol&6_vTi|C_U
zmCw>jb6pzloOQYsC$Ff83&Z4)WiH1=M?WYl6Rq_RYnzgX-3B}C``4~V#mHSHB|?vl
zUs+CKP#&7;{B|du#HW^Ho;~}yIcLB}Yju%<oCqI3igtE(mWQ7|sBuiQ0t@xT#EbZM
zjL<YUAD{ZzrSuq~_2z9HyucN5S%ao+iTZjMPWE)o+lOn^X(#?*sPdM~NOk2#kvyGW
zj)FhyXd{)({CXlB+uN&?AEk}fCO^hd6JUs`nCEq@;dP9^6%dn>`aM2&i$x=`|Bu_A
zhtj99Q!{kuO+S#s1t(qTQ9X0!Ow^Mnc&Wl=>x)ASBR)I4d=)e7+lj}|>d0c7S+8A&
zYd78V7}c%CQ=}1~_Z2tP`R3s@BtH6qK|${*ew2Ko`t3fx)O5VoFGR`_1U(j6xvNiO
zW1YV^K6&y)Uh@bIjnbK}G34jx2WA3wS-lO>@g(8O`1eiNi|<`vC8-Ob!s|0)=@yYE
zVkO+2Gt!gXFZ1i}PKlVB!kpE4$cIESOVKL?Q3lrEt~1(SrJZpSAM{+RzENhE<`wa`
zrU|&O-a$V)Vz<&vi;pOW(+4t1xD?M_|50pyEZP0%Nk(xe5{nXgILkMRObGw1&mK##
z4GYFo#wtOPfLa3oOX5%MEOI6|odky+b0{Bm5@!oxPgLjD=hF>h>E2%S6;D#1oSYnO
zVewrr58qvo+T8G(t%~@v=~A^IX!K>JoDWAJz285fDeb3yRws3&U8Gdn_ZN0~d%A9>
zE6M1rADy4P)t<-gKkK5!d)~NoTD$fH;rI*pDSt1GL{@ulntTX5Nhj?k`XPd8U~v$i
zm~!-O8(-tMyjy~9%cGRK7B)6E9}>kJ1)OFyg@lET_jk9;#vU=)Esx6Odn#f-DB>Qr
z-&44Jne6ku3-AZ_IVmZrroR5XeLnUfft=r^tW~#p<|pER1_w+xC%PG4w@p2<jM;ZO
zu#?GN*j}7YJWEXw(q;Cr+2qKtzF<`*0{L4$HPa75La4E8P$Q`w#G!y3-RIwR+m{bE
zneoH~Q8I-PlAS=1KO1vFafTj8pxmv|`*nZ)ib2fH&66m@_g3R-*WGr1zOZGNl43$j
z&m;1aN9%q)&dG&OJ7g0Vpbnq++=)<?c+tMOEP;Aq=tf~9-qY@^5)zq4DHxuI(g%z@
zybEQPLOs=fumd*S5|fg`FWmp)G?xG!rg?XJt;qMl=i2q_9}iNWJ$)*GM6*N5f|nf3
zFuwSrD_57FQO0L*+LGYywCrQcz}LhN8;n$>T&!ipC6@I2%r>id<ja2Rkz{32TU`{r
ze#Yx}_hq`BR*pQSBl2^SQPCU<KTeR#vQ1hp8RmFkO7!wtOy#J(_E~PLa9vG!xV!6B
zwf|?X_2b6}ZBq@<L~p<QUg2!OZY0V`DK?{O+%m9~tdkq7>zuu4DN)?pl`{P3V`iHD
zY`C`gx8LnO1HwZ|mOddnYfKc8?hN8<8w!6)-{qz?#7*PVsAJda@blIrk$wsyba%e_
zmh!0O89&u_lI%a9C)g9?J>GWWcyDj7sMnT&q3@n^*lz8q+FN?dAv}JW+h-Q#T1<+Z
z%7PM=Gal66_Jcn<xy^A#K9Ae@YZ>XUP9G2utx{y1?K`SOLm8y7UpTP9oI)(#bi^O2
zHsmjj)yw-pYvlDHH@||^quOv=q)Xsl=|GYFgz}YmfwUoCz9V@txBBw%?{yHp&h-^f
zj_afMk@q5#tV6I`94dJ3?(CmFA-MI6+Zxe^vMG1&+^I7YGWq)QYHM3tK>ckqS2C|l
zmq@$2yO)1h7O+W3FmQ5mx~+Gq9Dg039@sYJ-)pfk^L^H;CPY0upv&y(NK;lPN72AS
zp<bQ<eRxO>PR*54P42_JcOO$Ovlt9v`>RE=G7gG!uAQMHC!z~i-d4!|>Q2B|IYbH7
zKU}%-1zpaLO;wTelev5YSq1z;WBlb%BcAs}<oKE-uX^j=-evb$W5D>cdOTz$g!`J_
zWmf1gbxCrgM>}4|S6VrO@i9~rx5NysSDM$ZJtSs!Llhp7*ZX1c(H{$=9J3C`erKc%
zQfU=@(GH){u;VyEJ;x+`keLmSoW@E1sJ5wJ0{yBiHD5m3*IxKE;Ml!+j*#oLzS^}j
zv5XFx?=2Wyg5~A&h?K*Si#Aq!+V!;su*@zK;dKeZyl%TIWiE3FVI{5I#;@MhY3oKZ
zKbNzLrF+DiUnG{Al3a(sj|pRLLqA7BhD4RRoE(PR<cSyUlbz+*W|LVvRh2v)PXeZZ
zdRD5BJaVsV-%%MYMRc19IZ%ZP#WjuDxm6ACErnrSGN-eQ&p-C;kNy#29F!vk#rR6X
zotAcy(5-PYwl})|T%-gz>;Q%F^Y)*VL50P7d3|heG^-z!G9~<)X{0?9ORAUmZ9*ZV
zt2M3JqU4kH_|<{JufH8n)19BE-j2kmvROE*(pH@!J(B(PyN$`)UW<jozJdknXF@9%
z<DniXXUI7^ItEFJ)eKY2GFv%`8&np;4WE23@S@$!%xp$rUe(cRu-4_iu}VT?Q=vkS
zFu?FhkypeS3)DI)ZA@hvWwCgXh6Pj~oAfG&_zG;!?LALPiPYK@G~@5Fa1N?h{`JwG
zilsZr{NB5hSFc`O9rqt@NO2O0ExjI=Rj?p!6l5I4vkaI%M|;tBez97DsolQIOo&;I
z`>E}4cX|*nFRw%Y%0>Mthw{lWcH1%KU)8f$24bH|FnrT~b&a{Byg-;EkZH57u}}f)
z1t0BH44&eE@tcT8g@b)z(Zh8eCGXW))#|U1N;36Y2+&c}(sGaN6+6%A)PA$H7f)iA
zYq7fM>K0m2D)ByZd4ky`^S4Pqn-&p1H7;!R;zQ^BTVDo%K}`J+u=aG-)6=VZL|vj6
z4lqP)8TMJEyV7(*-Tc0DX5rVa&g9ZU4yk7+jPCTak!rw4!R0T!{-`xGn?u~_z5iIt
z@`Gwj%+T~=Vy<gTbx=#6o)T_7KJ#3lobN9J$)LT=y00z~)HH##M6BsN>>=qbFH>sX
zB+Ofrob9n4<cn)F4Stm|%yinUjF{QTBP~;wld!(HSZH@^A~I<>?Hi4)anLOmY9#=M
z=_L1yZfIV=9#~Z+$tdQ~G$+>0tYIBg`1FSG_iEP`@5Klat-2^Y4HX5|?jKSYUtHaf
z!i!ulubiB`lj7k4SK{J-o<>QUh_zv+E5jbpvhnun6sGcLLm=78SP;wjXng>tl50;9
zt0W{MlJWXADXc1@$9)Q4CXZmyC6pxVk?EkPYbKSgYm~WAf{UXo`jzmbA4CkZYm4~;
zi_9*A)AQ6gCle%u?ZUm!aMmn;Fpbpu$`Db|XUZx~^5d{LBcsUIug^p>hiz@S0q&nz
zZQ~E>GP~v!O7f!po6Vy7t?o>V&AJSo+%Y@RN#oam?ITks+P)o4T6jM7#io>lle3w_
zDsXjCm|ctc;KSMGS*sx$ktR=LeeaE4Hy{j>5n0*ULG46OCX>F-Dq36fzJC3BvRu%g
zm6el|5Zb8bt7}`EwFgYAm0>@InTKyKsSk)LYb{-Mb{4j}_(DS><uVxw-m-YXtA*s7
z;z^Vq)x#4Sv6lj`zPM=I8pSq0#uj2sE=$_EKW9YE?8~^|qF_+OURIfw?i_#W?Af-7
z8v|^G{{DD_-kU=_e0(2vmTDuPKE+CIPsWr1H=OE|Ty5n*IiseYUdWp_=dQfCNU=8E
zG0kwvPYsjy{{1&o-siCPnJ-^{sy<P(c(s=a&W+aStQm87aeQhI$Aq0|XHU<=4<A0L
z*FIt;fs0w4`|;@XCLuxA+5i#bY)6ELlYEzsB6c6Zk@cQO)72Ep;)R#|XYqYD&fXrX
zNDX2&sseK62E1VfHkj#9g>%_b&5nRY4-Yw=0D?qCMfvsS>T+;%6CZ4M_}cXuxU#Xa
zVW?zw3malph~Iq=gVpQl>uYOS_mF~i6P1|A_+;a7Bh*dgxvKn%wWs1vvZgz;fvDY*
zgHF5cJS<Oz6kt>e`qp$D*?*lUO4W1_XOmo~W(_gh)OgQ>=Z{EkvD)oz$T3jvz(=BC
zVd0ml`I%r@l`LZ1KrrZgu!rb*dOqX5^=M(Bv<)-!kvrvS2QLp#9WY$nwQEgC4@Ejp
zdQlM#bZ#>nn`e=mGhO&xF-KNbR^&Y2#kpA7nw!gMYikGHQgvGY@m@h=v0jl>OsjC#
zEa&nM*Iet)vBjT?SaNdNwDs+2YViR-9QJ{BwqJ(~)eoH&Q~@w_pE|y6513it?x&|N
z(-chN*Y@?P3GUpzJNEhch1H_XVNa^Fy7^5-rY*2I1VN1tnwpwYdl(l0IsN+eOVhw$
zq3Ecime$cLT*tzcP3vl&IgwQ~n?QAbSM{lgf6exkRvj+4ms#PudiF8Ophk}Q;;b&S
zNzIJDIVpK{9^F_jb`yj&D<q^YxsOoFV_kNn#=FDaaG+drQ9^fVsFD_7Kx4X6r~t?U
zr#Ly&a&k!cYqm@@Eh2O%gYbogg>&-rpWz2w%96LRIHRSlo%VHhx8|kL$jb%Z@ox2n
znn5+fU7?_C>s9~+cA|_-HqY6-shHZ^#_o8slhVR{d78x3zlME#zk_*ldV1n9cXCwZ
z9;_6p4)*37om|PHoAlz{7A2~eFDqQS6f(jlhgC|H_NI4tcNg_o&*_*OBk@Ooo#g49
zrMjucmi<mlvfEN3A&w)Ei#^@$1A@K8p(6je4gb?8RyWU>qYuAT)+<Mlds~C7Q^0cR
z(j^ojq#W!{_XEn1-WtWvY9qCT1<%SNyng*Uv#b0`a-#SvTyWvrO!RQaftJ$K(`)ML
z5?33Jm~WX6WK3M{v}eh8IEZ=SaTJ$nijZ=a(2u{pOAQbu*njk-f2K&xRGY$EW=&Up
z*CA)OnY17Q%Wvmy<msRi(Av-TMyQXme7y5OX&*fz0&HAwb+N7G*wLf6&p(H*(`OvD
z{JuJ1r&H&Cy;7EzT$Wb-l*31bIHo|RaOJNy(h=)o3Y0WTXO-|f;f0FKy4WL4@rlUm
z4)!-|DUIHFZ97!0emcu@`t*a3cNz-doSwV+mVhWAt*wvz6@#r}TY_-#+Iz~*)hW4Z
zLLUGuhLKDCMU4|HA7i)&lD@iJ4xLW%W$utUsA?$!ol0}xYpfwqkSRDbkSsShcdC<(
z1n)^qjPd#Blh$W5D+>mv=gNGYiXYFGml3n1I*&UH_)XLZu+re(;HrqtmPhORE1Yw8
z%ic}R^yM3bs<3!tZELo<_-c0@pyLogRrg~hxl!R{9+&@$U?)?J8bquHTBC<voMxna
zl|vD~ep&SN^theV2Z@3tql+Z_>tiUulp?e19|puFhRgK%+)M7-t~mq;&v1uu<D)m|
z?s&xf_jkmNK~yb0ue346`7#&oe!|X=)Yi83T?^A=D!w&zx>ymX2*Lool;pRi=tq&6
z!>K=h{Gcr8`fZc@zR#6PS}#v$u^!_GZx5K2QNo4%7}u3ii$O(2X-!FlNy-B&CMG68
zN6rH})DzCjoxo!XrVV|zr?v)0_8<L=8?H>Wpn!bPp^ev|hAWzXaC%&|@w!g#ah=?f
zMq#Hxg-{{x7Ab5w6|RIrs`~`hB8!%7#7<Q2_jmU(h`qf%X2<Yxu*rjTj2Z0J8`U1d
zMC5dSAt9va^omJ1R3e(v6oR0>b}sI|(#}qY_R66g7S$(F4)p`A#je{4$fU@5H3bEH
zWGO~@!9_w5XC>0opu2c^-__YiMaZ#Sf0gOdVvK9R)j!@(e12+mMoW7QJ=V|DQOMJ2
zlQBBY=)Ar&UL%mYqoQ(4ve@8G;j33ikV)ZyvX0(zHS4DL;v)Z+g|;29%B?$hMNxxX
zso>)y{fy5bL}IZlV`xpnWxlRmWF+i<vO7`ZBMJq3d%=4h$>EiY6=ZN0=DLM3OUJSw
zd=pc#KDf_IQ7|<%^-+NuD|+z-MYej9{N1}*M!Cm!<f#eV+ZoK$WHviGoLgdw@5k<l
zi*zqvyMOF))<Ex2K<xT`*MmRDu~^wWoe5a=!tYi?6(?wLnU?0}_3$;o1m7=1M;gw6
zGT!04?-+LS0@3AX=gc<;TcbHv4)#Y58p-&pSXp+^<*Qt(VF0AURCC1H<!YTLm1ak>
z6z=-<-h51wI(Gz%OvL)SQ)X7y_THY_juhvqQ_Ckz`Oy+#Xc#eE?WurOvI0@kv?XH0
z+%R;<dSbC!q}$ZU!#-1UQkq*u@8-6?l#4}4#gO%6(#B7xxMq|3NSS>Szyv^7;Zyfc
zzYn?VQaMyGl6&LBUoEZPDi;a`6r~irsBuTXK`6mv{Y9n=Ki5?OX#NOfoLzht;V@X9
zf27V-{*}b5`>6{>fD)jxK=E*{hzJ$oi@TgG(=ZSzRj$tmf1L*09Coh*Rn$(0oJDPf
z4TFqsvM#iYYMDhxhfH4P!M?c_<&3W4%7IIdCGs-UegKYjC;2?Ebj}?ly?^vQ!i>D#
z@?_YZi-YCyLgq(T*Vb@w4?uH(RcL$RIP5W(*V^75>uH0M@vO^n<Kv<H&w}cHw!a8c
zi{bicD?MFtk5$z*zTB4b*I67E1Oa0q`tSIYftRwLaK90`c#$12*74)V9r(le8%?_N
z$E|hGJ$vsC1kTLDV%2i%<81*}US0|{H8ta7`dJcRJl1E@>^Kz_qgA?)YXFE&Yrjmb
zsGtWmk515p;P=8n5Ud;`tETq2<wbjphV&6R>gCB8jr2Ef$l+(uOGx(qeKV!tBniMf
z;JhbKp7hZee><?yUt&q?vl42w?0duz#4V5y5=HItfN-c@y&CH&e(Fr@C)0*PkP>_~
z20i-|5)!^_uc0kMlo16G3eQ+cRwL%S<zI}+W0k~^6-ohi_Jh;(aFj#Dy=xXoo55lr
zJ8`bgpOCD=t6lcV;?~NhFtl2tfCrcy3IMscZiRyQ3B``Y-|x>Kk3{eeVEI;~Vt1@(
zz<7WglJup+-iWY#!FsAYVjlL#DkEEo9`8~sbG{6R`F&S8>Pf;AkAquXjfIJWP2z@Z
zRBqmU?scoQ%S_SBOVYy967D^mktJQ*2+z)y_Y&m*CvM(6`D<=Y%H@v8^DC-qYDZoe
z=SP%n?n6C9T^1QZBsv|csJFKi$jeiPDW5-I0gVnsMK&?9@21XoV=qlP+shjLE`IVT
z9L3D3gvF0|V?I6vEED`Zu6c}~J$(@@nP#||Pvhd+9KFJnIY5?9{W=Sx7<uYO_<q&e
z7tj_S8Wt>d^G<2C!i)Gfn?y%)b8&r=c&l=Bb6X}6xvGfL%uKYA!drh_y8-f6baFDK
z9Cc@BCoBIkyFcsZyYu&D=DPJ6p?4%C&|lNl^}J%GuBIjjXQzqpj(O?8)Dm}h0|O1N
z>^71f<shB}+OG;+m)|$xc=$xOh3GNGzim`^ZgFyRyP9X+dC~p|ZA;(2eTvBtrVj_a
zlJR)n$n(`^i<!`)J$(>^?T&w6BEaH6hR5mXaBUi@R!cA1j>Ad;Rd&z_mjV3`y(M;p
z#YE>~K4Nv|Hl1jLYJ-C-A~C`KUuK=s!ComTDM9p>zQN616ZhiS*w4(&-0IQhu;$eQ
z!uIUhiETGPkSJncVPO$G_QIRfI|a493|bIHx!%FSu<mZH?GwKN{NK5E&toARs7kb_
z$Q3T_>^|pmeY8qnzaHDdmD=49*d3);9Q{oePxK%tI7fockB0|f5129GaFs}&<^1H&
zpX}1oHI02xIWT5PI~iYRtMYd^c=c}>81NQ&g9Z?lkPuQ_TwG{SCZL(=XC^==U$aR^
zgA+1F(*2+Uqgx3aEx&JLZ{Q#Gk-|KkTrY{L(qWd|-VhZ3_x8F&hky3$(bK0-<B#Ao
z?z6L#k`u9#(#5p}f>HBn%?+FZ2S-QnIqbglT`EvhRgKyl0%43Opx!jljP*P%A30Xt
zkL&Mmk%Tt;!_~W|)n{g&x^w^jj!^XXd+*Zn^C@NLl8n2Xeu6&9Dk7pwDRbn=k=2I4
zq7z>5(PUofhOha;8h|rcp@da}i$&o$wGs`;($MWyFI`&Qrtg+agHi~47BImTN-e%P
zveTzex3;zh_Xm>UE79*i(P;t{nm<vS-g6fkeO6W$EIIHEGx+p-9*!=ej1CBt1wdz*
zPVpjm*^?t)YZSm|u^TZjyz9|ZQ3t1@_HlYJx>t2{pkly@gR9_xV^xrL8mfVzA)n0q
z?^df!2Ea<vc^u*#MFx@BU>-X<zgB+en_xCESJRZ2mxC=LZPe%;5h>KeNrDIL3bxB6
z^C{cX`j#`<Ur(1F_XL9!-E&^-A?#2Da5rxriEAU2qmGJ=4eaT;mg4DMMF^m-EZ3;k
zhw<mHhe8J`*<Xv2f`jq=Fu`9w+LU?@hA`981`Q7Cr*Lz+_Dpa{#U&-Ri)=WKF4NNB
zZVMu~puaT&3=CATC&2^5FdF<8?SjbCQI7T%;3=Zse}shS!;M_Sn$Ph0sVZV`kjqZS
zHjc@<yO&pqzpKA3YiO8UrD}X%oJ<-n7*+$i7hz|`FUR8fZsv2)+G@T=fSb!B0Cr2#
zKZU^c_T4*oSf!-)604=BNu|3de?r~tx4H-=3Jwy%=8MN@`G&=%4}YW(sHli(KorkI
zfdF*ne*IpxVPsWRmE+=@Ma$*rFR|~dfs2Gbm#V60^xisqLbnb!8W9mI9s)XlT5&NJ
zO111<=QU+z<?Kf7eFB!v0@I=!lWQ}BWe7VBZd4Fy7KNAonyr!X@+Fb%ob@-LGD*YM
zJ+Y%4(H_29T3TgE0aW^YafA3x5_NEMgO+3k-;|f1goOkkgZRNx06BE-pZl6LieF4Q
z1xHPmnjrql%Q~M6xKAcUt)6e1{}`GnDn4jJumNy*za)wUz_~&|QC70C;RFAxI(cO1
z@ZA8ri#_jCS!^^)JWx=?ijvC;ez3Zj0apRrRo0U3<CibL#ZQW9))Sj8d^EGNB0zrc
zZ#^JmJxW7JjIS96ckKR`#Ar`w)D#X54&eFCZ0Ot8b3+@33S*E^$>BZJ)TBr`wWW$x
zI$X_D@D6n*MXANb*C;PMe*75Jcyro2{xoprD6Y-T&0!Gey+d2-CZWwHAk+JU4`PnF
z#Lm9Tgs+J`rbGjzOw{pbm}K-tZtm=%Z^!CMrH`8D<Gj3f#rm-6DR%o*G`M8}MCmlt
zlDBWqyOVH&z5oY{IVLiI3Em|9nx&;B#%?jP7OihQZghU>VLTx@uU^UBy~_!*CeT<H
zmy2*)q+D)OxhzLRe*g#vlHC{675wP~Y8pbYAF)N>t$5C!U858K*xnwfo{dla16G3X
zEe~(uOq-#}`mx+zQc$wxs1M(R1m43B-UEs(7>=+W1ah+AZv$0kBav?nhy*!?2r38U
z2%rGTZPRys^4`jQx1b6+082VQ_C#pU=-&Sj0qxn)kQtN_I7A8x3atTDofZA*LfhZ(
zoG;pJ(KxJ=d_<`vI-r8Bt~$8qoZ{e6NH%+OZ8;j+Q^Ty2d~Pp0+>03_{)FK4)+3#Y
zigG}ZA23o9!-1SEaV94U7@W&!($u}xy|9UR`c^dDdsjbZ2fGV;d^)Q!5+XoBLGjlM
zMLNaH`|q4jD=+_UTBN|~ADLNG!|YPY1P2moAlu%LE?N5h^Yr0|`wCW_2HrnCJsl4+
z2?$sgkx(T50w?x!{#2bmb~vm(p%Q!$S?05=4UG&A_7A}D;Gri9;26BDtYsls3Gmib
zFGe}ct*jpQTExz=9oQePw;&QI2)zM7kvlK2;s7`yLSRe-*puBNV5xhz$t^70J4d<J
zBle=5i`W3Ym{DVdR2$Ab4=-<E`#t>5ipXbR&_BO$A9<*|91Q|xqt!(PYJ%VUPSHEN
zEJUjC8%H8t)t>-j23JqHCiD_;@jRW3SFhB37;WlR*n1P7JQ**VrrVBaG*VPdqcL1c
z75wraN2%YwT;Hx--x%G5KeD1eT-B(IK+jR&qx905bNXe}{;Y0Z<cy+)U;EA()i45u
z_k;BYuCdaoK=tw11I}EXJbADRz><DM!GMxVg0+E}i#RMAgE(wIGRWj;OmcF>{@xD9
zg$ozXHBuq&iyB&5PpUTQwp+&RT4j8HL-vI*ZhYw_L?J$aS2@*^R9#<SP<bL!`VY^r
z*V<KmAg!VflO&LK!N^e;I?ZY!b>Q6wi8=lp?bS7EE;Mc|1W6%`MTR+uiUmrXa%XMI
zmwv0dvjq@fsB7cL-y9+?(?1cp;dyFocw*v<MM-*E8b)@m0+3nvavbRWJ1Jto#I(Jl
zPryonNV%QyZY)O1^Y`to<*|5i=QH4g3fK&aUU`1LIV0%)Y<E`KTz;k9fOYBE?pj9+
zgjGVI<yLL~e37>0BEG)dD67x7+;5r}nc^njB(<5?Jl5FEJjSi%;Wen{=zH|&(K1JO
z5xcF>U>+x|uPf+VJW!}^3(#raxDm{G`B|!NfuUhX_3mohN@?vL1u-RK-Q75YM-wfP
zrV}5+%ch>)LW+mwcQ^WsCInC4O%>Kexgz9b77B@Sdw&V8pW3+Bzu>a{Y;rMPhQ)1`
zQ#KnvOc_lsgoLQ4rjBM?lKG<r8@ddzAO&o*pVz|ecLNJKd3l7L;@e_T!k7C(9=eba
zm{Z0Y7HsZ#MwGn&MfsOUL)L;X-g>G-m=FiQr#qUVA-zoiOq5RGHUj6h5TqUexnq#_
zQB_r4{*w@UR@Vf$7u00vK*0L>QDqT<z9|N1qX^_R?1>Yf3fv*MQsg+T4hqP~oG>k)
zey~#Li4ut#mxUjG9nBC+fw;}n%@&8hs1R^380xaMIy^ve0m`2QGX^;MrMP27*UlV=
zrD7$)Q%{xzkLZ<?nxZ02Ht1&B+3HI0dyoW?kkai!dUOm7n1Box!Dbq?Z(&+U9w{;<
zwyD{^C%N|d0^LO`x{%ONLC@b-gU)>h@glZ{arjZC%&Eyzo*-iUN~Cb(<FDQQTG;2g
z#H6w`oHyGuOYkl4@`t&C7oDA{AD(d5?QOcwT@FnAI*UrA5O;yA1(lbja}E+L|8Vc{
zKLfwAdTW3Kfdwa7Ys7Ndy4T=;GARNBuVIsN#eB?0GPkJXQAY#9N-WLI&4wu{BDTyn
z<x?jH-KUcfKQsY`X1hRbUuim~QFrG&6oCl{DKQsF0C0Kx_O1AC1ypj6>Y5?@Je`3B
z7Ik~U+ZRiHYFw=8nSHB{-g6|&uieMHrb93FCA7Hq0^oXBFrom=$B!T71~#OqWrFOu
z375CFwrso$iaK>3H2g1uJsy)f^bg~2h35Rn>+<ExmF>b=y$(vahw9mloN@a8)&uW9
zc2w%~Sq;2z&rsoc`e%K6b}gO#7`(IOwQJW>YYe}RxkuN{I(-_j&&<vy=G|=~J?zeU
zAw;R=j?*U7Uy?-KS5N(({~o|#Q-*<>uKn@~1{nkj&wMO_8~D4fp*x|Hl9H(XIKg|X
z@BZ#<KaIOH)f}i3AR&R8+iz~ZBa+!&#$T*ll7?zJ@qWNYd(yM&z^BezCE(Mi-?P{9
zBC5s;e*Dk_6@SL5!iMVD2XW|`YX{E9R)G<xcWOG3ya5~nZ!8Dy2@p9nZ#F+rs$qEf
zWoBkmM$0rv^$%G|+*Utw1Fw1nWd2Hm(2)-5oi|=zu8IsjL^E9wyU2O-rb&s`;30S{
zY)}>_M_4*Nru!1b>d5$=yZ{>IO)HVcwQ-L8u{r;|f9LB}t*tJL5`D!d!90ps3R$?u
zB<WfRb49lN4=oq>9)jxw8TZZNGg^TTnUO!!2YJ0b+PSwHBiFq$a|#L|EaV3cse{AY
z?kPn{N?#h9K*JmDn2>v*`xh4@m!B0&8@|olu+I!+!C|MY`GJX5irt))IgQvKma47A
z<MQG|8jjwJwK8uXRiA>k3)oLHw-=~4t|Bpb+Myi97OEHk#}_t-Q=r7SkBd1ceYbkV
z6VhoWbl7#};hXP%{=9eN+zC($fcs^&JtkdT^A&xb2-Ohi!TrT*ndm|_%TuF7If{y(
zAhVPLV6wIP`25}xavb&~@Bu6!VQGM+C{Wbplm)5^00wOEzPuZNu>n5KBtmuts4Yg;
zF!M=8NA+e9N}J?Eff1<bZHNg9MoS&XG;P4&J%y}g(%bJ=0ED35F0&Cng3g)`oE_^y
zF57eZ)n+yzd9Msg*1zZ}_7Y)6R}PxZLerVzlXjw-w{DU7Ir`#-&jAiQ4eua+&A<Qz
z5kQ|}8k}`ym@_odZ+9tWvo%sa@RknxgLz~oL=PB0k}8A}%nxvIfP4A&U#1b&M{l0H
z5C60Tq^f{s-X5-UhvW2<!Sw0tSFcduX;`2lFYgblcl<>=QBWgv!^0cS=0lu1ROvdg
z)*;gZy9)czfrk;4nDWh*JLd%_iQ<KJ?+VeUY1v~Ff>n?B9Lx<s(k?iiE=-T-3h-JK
zOaTTveOhhSA)ONC_)n)@5xp8OF=p>|T%x4=d6KE9ZbjVF(rT#0^Jye_=&{U{tPQHO
zshH)0#Yu%YVQ^?@fKKj)TMdL8Z#Uy+di(ksZAw9<1^ZG7UO1xtUcitIaUIGYo=zUV
zzB~1&R6Ev?^r~fJJw19)Uw=Pzl^Oy@FlG?0s?P~%kOcu8RuZZ@FvF*O+-DA<mD{oe
zg2}UN@`A1be^?L%MGjD?Tbu!z3ZcL%R;G=03@=zwajbp`xu&llcH|gWDu6aXFbIO0
z4ba=00J3z#viQ-e)%SrK0fGgIf8B5jD;g33PScOCsF*2K%grXaT!%mNHJeI3Njwmo
z0V0$RgGtj_>1vC9t3D@MUiR0Xn!37;NKq1=0w7E}@_AzpcCGjkDOm~E#iknX9grW+
zus~I8bnK7{8fy$9E*2%F0BaHM7Lr$5qiuJH2E4Y0@H6}7y88S37v136A;2ITlHU1b
zaTneXR$sR)VWt_~whciem>Gz@G!MCsghO@|=m1zX5cwS&_FQU)TR|H}e>xZh4Uoq$
zg`3>*0H@(A1Vx#4qj2}j9XR102Q)OuqiGj%B61dKMl>-Ta{R16j)O3|XXh9TOGmg^
zfNH`4m~v@dPP0ERgXF<ld%&r#uKq#hU|WL`JcfgvkpsB@L=^Ji(BT_05~9K#^i~9j
zt-*JbbVih(1jg|l=oSM(2Ybti)iRAbH$NXr0&JNH2FECSj3Rsb^0+pFmg!`lKj!OT
zW;*`-Ji9&!f-F&{04X0R0ZRk-&Oc`*@ozY;#1AF;-FI?7DbSL}8nTh~h0>8v45B`e
ze3j!3md^l){cq|5prAK%m<7aM3C_pC4G%RiW;?$Z3}v!gCmqVcrld%9UZjGp7m5Pp
zv6iLEI-A-(mx4J&82ZES0b43n99AFtp`CbAC-{ArE@@RH=Cm9xK_u)`h~KSx5xD{Y
zv4vlQwHl>S!qsdfIr{o{OgS9xR=U+~zCxh<?qiMM?8B|z76Yao&LG0h!NI|!q&12j
zK{zQHU0~OvCnfp6>ZP(5r7W~z2xI!QrurW2FC^0vU_wvulA76LZ$PO$^!IlckyA3|
zRK7)};lVs!Ta141ZAT~pg-^xmj<XzW1-0DE0b_rAdmEVTkxS87y72IDP-MYNXO@v6
zWj<`P$?!%Q%HenjsvB2(Y>Xe=;{X;a>iPSe-?w2F2(H;Fb!lLghB3;D*q6J^_}laE
zItp!uDqLD1mgfz<hl^DSHwyRdFG~SzcG^JwO4QE-D0Yxx%4%a{XBUA=1pwD=NLZ4C
z13#3OpAzn`o7R#BB)LQ;$Z0mm_<zR(|DdhK*91M+V{>t6(G9#B*#3B0Si)!Dt)7j9
zRR`*lQXaN1e)utEWuh8DJ}xZ>drQ8KW}H{ls%7AYRUMar!09Af1B^c}AwuA<p@+4<
z##;gcneaz?Xa2(HWGM!b5idspi%c6-vNtnBpa5vTy>Sj$5qftl??JX1tv6D8>t9h=
zm|yYh3=nVl6UHDy34kMO#L@2rpFU3k?<sGTDK)M^!x&ohlA{)|A6MK)Belhz`@eDv
zes2zh(ZiL>%j1m%E2z@%kMFX;zMtH*x{;(Fgc|A^GJ8V%a1o7=%l9YallAfOi6f<x
zbQ5@QGxSGWF6m0AL9LGzL^gKIV2jfly0Q7}%^7(nx^DF9PUMviKVfP4#e}+2D4o?4
zk;>{ELnSV^xzz<(s1chL?8PI5W<sr>KCR9Uz7O35+k%acFW&&^p4*T%x{#nIQ3E-G
z0J4?9C}@K3CE!<AB@nSB^*4sq^pMPK1SUG_P%fE#04u*+G2E4*f=0Ll>iwXMphXpS
z&FXB4ZPf}9AnBhj2W`Uus?VQ454m9fvjtU0J0#bxWFIRAR~$U_-5UuPOiKrhO9%G;
z_<T{SFib5Ncm|T%)vFYK-)@Zr>}~k7U9&!J2AU7FNq<(^jIM{7`>NJwISUU%+o;1+
zZ*|r;|8#IV&mYH?oA2%!gH;?aYR~@m-MfKy+Z*q#o_F;90rv#Wk6`eLQi18i$&m-C
zmy${RA^f9m<T+Z0A!oQqzO%X10vwBrCC(!dc3n7lV`C6}R{`q*MiU0cezlO%@~u}y
ze*aNo$?@BF8RP^oRsvygz});*_f*qUP?P|*!q(5Is?whYv)4o!f~hanlR`k%JH^H2
z;*mdsX}xoP42so<hewW8T+bANb!zSCXz9+n3>3uG$zxG!b1(p6ydKq@BSYZKc4cd@
zfZcXn*T6Zp&#`I)*_i)+48*2sD_P&~|K<^aI=K`xC7e+5S|XSNAWp8X{za_uP8q4v
zEkXq#T7ZK<#5nO*Vu`&Z@9F<!-wEI4fh7ofs~4%PK?1>0sqF|KZQt|%;TcKEXj_D-
z3^c?zUG)>l1~IrJkfW!>j{;&Sj?>HSC0d{ri|@+^;{))CdN#x%E;Wq=Vn4qp6*{!b
zFvY{}w7)7iUgbUg$0`Jh^VgOeDXl+PbggZKo-=yCC0YYaDZBZ8K@gH%J%%AhL<Mr$
z$o}ur>8g9?=BHoh=61NZn?bA^;$VcSC8d1bjT)JM^BagLCLx$7aeD~A*mKjyYNUoK
z#cTBl5f$?wpLL#5?eMf^dy)h#IzR)p1ni2U+x2)*m4MC@BIw8kyNC!ac&#gLLkzZ6
z4<Kbw`l5djHVv@QvAEh@PM}ceCzIS=Zk!n?<^K@Lvb0o69}P*DQ9IGpE;EP(y>Su~
zRH@i$GZT`}THQIIh0r`Z6g#+^gLaJ+nC)@U+2haOC56iX^CyCaL-{sz%+&;8NUbgm
zD^jvZhoKPetA>oVs}!X2AfZGFSY8f#DQE+z_#g=-NU-Qc6i*0vpkDZtQu(MldJ?eZ
zA{n`hE)Ivw?tqv?#!wOLbtlo?dqVU@K!IeRo`^=*`Q7(ao!sarPtxIoK4wTgN~1*N
zLZf)(5b1;LCs8$(;@@IZ+IBY95!J8U)+&i}U~U0UzZ8UQN=ei6%`Ggz-Fk2->z7lP
z3MsSsR@-d>0Y9kLVzv040aVg6EB!X569cxj%`dOMSO#Dqt?3+{k~y3LSXO;gJ7e^)
z98E6oBsl<yGmI?ID<L)V-nd>$#(q!&C=zJ8KkGxQF)544W2ujW*;VR(A_k7_!dope
z`!qRi(Jb&%V3+XKWl;w;vK4TB*_MHx&3_wX29d4>7t8F?cQ?)*>cQ^Y2&t6$*5!ge
zM-t#ncw2k?8!%BbFL*=`ToWCgaY$ddZBNDF>oF$1=-G*Z*^*<HOo3<7rlNELt_H>*
zq?mKBoq;253UGu@)b4ibFLoAC=OGA&e|ssiI}>R_osibi|Hdt7c#4#aOsww|xoWO-
zOG^tB^E3Ka=fScoym9UjQ({khCE%}T%j_LNvxa_W^ULr6V94=?d}&AZFyi6utaIl3
zk?PqKzU0Bd><=}hWMK^F1|T*VCnCmSi(pkKOZB#z`F&_Q@jh09iVgz@5ScY34m>1k
zt6Nw<L$@))!vTl4ca9Lq&DdSICPxkK2EHC^$+VL=PFouvfRD!gvyR%!hxn^?0<Hs~
zK9@!^ib<hhjW3Tif@?(LV%_rqd>-Hv(8N!jI>iG`9by@%XM_%~u|GC)ebC&}VhXTo
z1_reH#Bsqe7Qij@;tJRAeV#Y4sOdcN8C{1WIKhfUa~Qqw89L{vNHB9?UMj8EBKq&)
z>G0lTd4z*IN>dn{dU{I{cV|f>ehlrAtza3*0g#1Ok*1R?QAHLh-vV(XOt7mTx?CVG
zvjK@%fDtbGYiIUnp580E0g4OEZ<VsKv4;p4_|Wn~E)gvKDT&*PIPx2~9z#=84uHe|
z;uS%4=uV0Tm;l@@T+s9b3bf({jPXFxLJ-$Mdt#r>$`QgU+12?yHK_WKyeVVHJ9JJ?
ztpPSz?^FPK3x?UsR?xxA7d8#B|MBz~ODxRI9{`wRB?0Ps3|ufgAsQUP+Rnu-==9hZ
zBDTul8nvwW?EM*ofe`W=#_PvkZE|yR23od1JQCWB2R;|@&4Bt;ly6RQ*LwOTym(RV
zvfbCyW5;er9p8S>okP#YgI@Yj(SN(m<cFrrVV3Kb&p8r2pv1|(`|jwx7lt>&2M7vK
z2=#33GWsWnYjJ1IlVpB-I;G{hu0dcy%^y+#4v={i*oT9g4(h*=*NT#WMc7T~zd-a4
z@x=1q`_!?-oXV!~XcTfOXlMZh91m1Y`M_Y?1aBTH?fr)!<3l`W-k-#%s5*Bp<0gv|
zROhEA*w=^saxKn9=<20Q4aYPjX=e0V!~fw6U-piOfa9Yd1?Tnr_FjQ2RL3H_F?k>v
zLUbFQ2d|*R{G|*6m*f8y61es4iDJhXE?U(=jDC47<$&?5&Kp^Dkj*0WCg_c*KP|e+
zJ@}8WfJ?nh#s*q)+!oBn1py<x-TV6b%=dTPaIU89UFn<+0DHh~12r4$s93(BK{)T=
z2LLNXpq$rNNIpn|jd7#cj3$Cn%pdY+j4)=_Y+X8ZqV<Q#6X?943Hg01m(e%ns#0w<
zQqG7*2`&4LI4-%%l#HT&C6;~T)tkd$li;Jsjretb{B<~qKxY5}LS@TpOS?EoD|-sI
z{FEyq4wCn<`!o|eVTnpw`BkfzcE_lE>%v8bTgMV?Kn-2ZTY{~naVV@XK_dVGz6s3^
zeTLftxb^}#nE^Q6E3f}s`_W{8r3U)~fr(UHCfr3PX)n6HKO1Dqyn<J;O6~(>F&~?@
zIgMMr_ao7*PS4K%i?Vj)?nxj243H$@mm#MQ0O(Sjg5e=;_1Nmce+vFO1inCgWaH$_
z`dWS(^gzs6J{^c-023&3WxH}%XJ*E<5xw_TCqV<B><|+ZDTFO;4CnRG`-SPiDoA4j
z68~E$DFB&(B^f7^B50~yXz}<az-P#F3MJU&U6GYzr|_NK@YoLv4o>$25Dw=ZgtM=U
zZm<YJHWkoKlzbfTE@^CyqafI6MFM%8KC=O%p5TqmxyThMA5!*vJAs0S^vA$!vCRl-
zECR;T?i9c8%8hmKrcEFbh!+3RvtcGDLJ5I3A$qpn*~>7L2cH@_JV?dMVhHc8_vEsc
zRGr`i{1P0@f`Evork}2nxA5|DWkK`aX+Vd-`~q{+B4A$t6@%M4W&v6iwHGs<1gxz(
zOoHMvl*eFWmhNsfJwArc<G|=`m~rEyZD?J5`XqAHlG5UHO7v15PL*qfa&_=SQ;v$b
zCYWD}PD-N4=n96yH3}(rpWfr7u(~J-=-)ZED7vepi1psBNxBOa8pC`0Z{BfEgV5O_
zs2%36V4`%g1ym?>G+64QvG@M=bP-IXpjs(F(GOMbYiP*U>tJuwxVMcxFRmv;g^Duw
zq1fSF^WIG+*lRP|KkB>H$nt~97k;_2n4t<(Mjf4JyInVJRV^%Dx0K&{ZzZR%pSbI+
zglk%zYFhzJKK^H}papD#6(HFFnHgDpw$esQ2*JXV2c7;<J{Ysexd6}~$Tfnd0MZ`=
z;fD2q!Yp4o(Wmc70rtR@D+c(M5==FqB08Ea2RtQR`y0*(8tFS%E0_dyHa0ev?!vt=
zFLg*Hqec~6*dK#isbWcWi$i&?UXRmB0_s~udIh)xQKg`A9o{T>MBz5{XTuSaVm)5K
zPrDW0P@l<T!vYPB19d{n09tQhr0nBa4cE!K2l%2+Gt|Rw6BOGwz_&$;2hyZ3T+sIU
z!jRj0reKv!c3*nlrLt<r)fLWu9Y-W`BJ?<mFU<AcDCQv)862(4RKsi^#i>~A$nKF>
z$X8tM0O+9CQvOikmJ;dzc3+Az0=>oUzTb@-LscNy15y$E;MX1e>8o7^UuefsjOzc!
zF2*4|7!$ehH-8E)t{BjzsfpU{c3U`wARkE;^y!t^v7O-6>sj0ax`Qvh1i_AzAT)p~
z21BjaWDBl7hy&sWTMl9>t;R6X+o1jbBRf*EXpR`xAsFRSpUxH#ARzry0IubOneDy&
z>$|9a+g0o93o{X}9)^yN7a(l5+@r1G&e-wk6X+1q-aj~yB#2eh8aUyC`aI{0S_JNY
zVcfQd`swj|{;~bUhopCyj^<ecFhF?D;ya1c?r(QYAc<}(&H7%;^@P*}tRl2qixPfh
z=ALLo?(JPNn2gMAU6=;41V##&91!;;n`0Bm8aVUhziFj%I@D8O3=J@BAKV;Di;fL|
z*^3Ti104^6!@BJ$Mg==W)McIyyqIU|9iHeJDbZVjfabRex256gXvnCbw#S2PD4Qt5
zgb|6pu?;ZG*FC%|C-m~(56C3)*C3gat_vl?s+S!b#_UFo4lX_TKIpNKq4L0c$FD1+
zaw98Uht-GDplfgt^zXDTGYDYQ(!4;<_Uc3j|IggB@~v&hYQBYE&?*!oOI#}~{!fud
z(@#%NBYwARtB*tW=EmDQk6Y%@4SOY7vV3UxCd>iX6SFj-6X5_#K9<%`Pfnuqz(e_^
zXV0AR`J<ohnD$DIFf@yjGN^OR9m_mu>l^uSSwT^;W=;zMX46>VJZHDNW&au2)~i>q
zwqR^C>iP4>X!fQ+`~Q@7<Q}0n)Y8I>{j{cB0%>Sd(0jJlziLz)u7R$r3|nHcX2%8u
zGUKLT8hC0zjEN;u9^N#T<a(vQN{rdIs>>(1V^5Nl>M&g70SE}BAPLkBg}^0h7A;n-
zsY8^(1iBl*vwGkr3u`5ZnMNNV%L@?{bONc36gMAyGfd4+_IN$C%bFF&cw};_<O}Ag
zQfm3l1zas_v9ydsroWPwL^{uTu&R{=Yx^*$REa)(0iJf?vHltzXS_UzC`pvi-zZAo
zSbLwr(>*cOCWa9o1ds;E8RAg|YmHFvQIJ-%yLx#LWZ;E}>7PGcD!!?ot6WirL6vWn
z)q_)0CCs%e%6EUIN0e{wAGVkE6;F~Y1$~~??ehS*2EU~p6B#Da_mwKNq=ly%SoI^j
z<FxbJM|2NwK?P7?ry=LQu~*s2Pjqi#2{7nT<YctUG8F0aqlC)GO6chX;Um&;(D^jP
zg3M#%cS#YO1bZFkC)k03M@2_tK$nL7on|{y114@AJWPNgjQ+9wr@t@`vi?w)3@E|0
ze*iTSZZvwXT$Y9pDJvX^t?wN^KZ`J@ai=E!0IcpRfLnv93#Q=^kf-l}dFVy-u@>nu
zpu|pnibYLJV*xstf&8T25gr-Y0s~os@Yn)BtSa^rYKZV$1U7?C!kB-3S$|vL_V>4U
zlaeh<^w5NXBmi%>u|Qfpty8$1e`7Ti%i}(0BTn!{i-Hu_J8jQ+Q41fRT8R-TtC`UI
zfk%Px0aP^i16csRCVQ=Zyse+WlXKW887i=T@2v+OSr$~EfJaKmrAT|*EtK?`%zevS
zT~p4W0soHjMzmsD10gl!-odJvnTj*|04aoUcuWB*C&CXXo0zb3U5WR*o~uKcp`0EC
zWpfoTr3ybRn5Safn_+jnIkd>?`}xla!k49g*Wpv4A%h!LZi4r|B%bWVdn_M_qDGUT
zk%Lcty}e@~9oo2h4VKx1g9mD~;-yiP6ZLmxRoB62NC4=bFtjudU4Y{7o2cMf)HoeT
z%?UFS(r8$CzP|_`X4Vlu)E)@suc=!CHZyun4SNSr0)V;0=4$ewgN&`>vYJ}`=7?|P
zQtg4E^s~goFaVJ;rM23MPaf3*D(-<D&<mKcaJ!nC9Vc`MtgL2N^Y}oM%7JkI9bUzd
zF?7v~nhOvJDFuOG*Z_d=!i8h-Bn~i-;^9djAe#7JW5?NvF;c?334#VfiyEe#{VXgj
z(D(!7qtGr6jshNnf(~@109_C;Y(O99G;2Oe7yuc+f<A?e6;JbX@aO|s=>y9HXd80b
zU(v{U>*vo_n{c}(&{mS<Sn8H;*NAS3qLyj4LLfNQzPl4F1A#0E=%5YYm@PSbv!>g%
z9Ij_%2POwZLa>t-m$!l9q{63RRiX(D`8xaXyA@F#GuS6L#vPIK&#yprxf9fp0^kA)
z-GiLRJa-Ol2C^jeY&&6K3umN>Q$fNz939eabG~1qCkPMBDDZqp6L<lY8Jf9jx#WyI
zX0y<dA6WUv5Aca0NC^rP6{<|2eWb5;UpT(xC?R9t0r1$X@PaS|2@gS`g(Z?<_M8_4
z+K+%S0R6T3GJo|$NGA~GX{O5pJ3nLu8M}JxnIINy0o($cG8Bpx9`fh+LR+~EHX2OR
z!-3gDhE4Z1>-q?U{7^taSaAXp#w`0s3FHnT>eGrUS~^_j#NoyQf79d%Psrh3egx6U
zD^LDY-cP4CMbhIZrFWYTZ#X!lCPz^}(S!k?x|tD&El0D4Vd&35_z;xjRIOJKdO3V1
z2o@-opvpg@cz-i|5rjH2P4FMh-uqN2DGD(lm&IxWZ3pol9!3BYlogEZ>{=x7+E@r$
zpE>Tk2S@Vw2!`h+%1VNfz{BYyHWL4q764}w-d90OL+|wbycI|pXqbXQ#Ag1R@ac<o
zdo1kiPt2b3{ezA{oX(gnI|V6fNN<2ogAd1F0aA)SyDKWEAYr|ofR%uuD=^g%G`-X;
z-W>DbFXq*l2Icz&MEB}pHBx&mFbHTjLls=jl!w`C2UJ=M)7~{efjXEm^`NN+L1jyW
zEKZ}N%%2$!$itZY{QMktaT7cZpwMl_L^SCOpHYknF?uIe)6J+l|F1X{#un3twp$`u
zTJEQKqXp9#;zH<5=HBKA6-+9@*n`t-g6v#gmrm|=pFwCJsm`rUHl@Vtp3m}WXXcbM
zWJ_bQegIB-N@RQs&_|>EYmVX_%u&1qua<6^v;t=9P%jBaqE0WCO+>hKY{IPscEqio
z=%<%Qgq$;|!17luqv}b8(^VL_T8Bx!A52D-F1*tribp`)gmF<o*zm}rhAD^B2Jrk8
z!W;h^KcYh<5N6K+!VOmdkrGHi!nio24|2ORRSxnK@TiIa_3X8s1O$>+k;cINRwuw_
zTL+08u3F+g{+~9RQd21YbP_IaBqJYJk=;3bG7Ow=NVWhsbM`w!&azwmuS+b-^P>Iy
z{)w`k7mW@E7VroFghp`e$2YdYuQgrxQL?H&jMz=K(ttqiNg-3Cf6R>OXxH4vLWE_>
zkJLSO;<X=LT-4T_6!srlT2!1X*Eaw25i<fmKBdf^7C+(vu&lq_ksAU^kD;cGK4P$e
zoA%-9X>9~49riejp6l&h=!#T8pyQ=HFQQTdJV5F8%6N0UnB&WizRdn6G$lEy-o=~>
z8FEy_2KuI|q0s_8w$OG&8bnKc1ax>w8{I`vH&7ahKDP&m3YxS<C!185-J7N@wdU<1
z>rF*H?F7#~O0`4tTff$~(Py4W=s+cgcHs;g-7|Bq77#0K^C@<A#JG@>8dr#_jKM!l
zko24u3eCsCIlM%yAr`>YU=JKNlNoL}slA!oGU7=Qr7w@tM2BI5)9KOu+sc6cs1_CV
z;TKHMlX*eqLd{$h6i7lv=|M%af5$}>nIY?MQC@Js0nRVldPE_wpL1AVdT8LKE<v=K
zQWh;oe?QNie@TDq9@X7b@bmHL&o`mvsOKd5^ZE!pg-IMjA2=1P5*o)(S4ZEp=wFT>
z%&dT{0iIznd}K=0yha}gh3i4fB)d3_vxl5PYpY@n%wgo1l<0wk35jv^=Ws#rQD2u)
z`M$cgyTQfIzO+RthYLiD*d!VJ8vS4Wk7oNJyznE~yAZ}<B|*Di&uR4AkVAw4SoB?f
zVMjQ5EXw#HWbyYy)Bk-(^nQbif4g)5gFY^-s~kS~HM^7p7#u&I{|Go3dOHcx-V!YX
zALWc4MiC;)#PFAr5EX&^%AsLCiLQX#Vd^nRIRl4^J0S$HTq`L2QQU_&2|nzFtw!*d
zT~KNve}Q~~2E;xB@242!;p-&M1PAeOH8SBY1b;ZZyT{QVM<r1jXF_<(bN}JdPqM&U
z-Z+dffuusJ3%4&C?gIM>bQ9#{!e=$HM+@*TnA!<Z<%<hN@lQ@01f9ThgD@2{3+P(&
z>%u^2;RJ92T}^|G1Q187!LqK2M1Waosi_DYY9Mos&_?~Yt)uY%v%j&gz8IHKfv1|$
z-72+-WpRD~Jgfa)BVdJScnXvA+&4C`e`NNzIDn5%Iid_0hAN0b5<P=z1ygNtrn_4!
zs2~GYrvG-HCP{h60nI<%v73k44}z6o5P6Ajg5aPC5+axz90h-FX=;wze?h%H7$_fu
zs2M&|_2*YEI?{`VS|$I?WMJ}=o;ISuBS!*DCHs$#0XPc`grYkikFNjfZJR4+@m{Ba
zzYui%d1V(QPDKw7anx0WBTN7hIKXd4zI(!lRYMqLInxhe^)TTl@unWI8azQGl7XHc
zK>+BvR7%N?oSw9-I8bAn%gIy3t@q;vSbrQj>-*ol_s~uys={OOh6o$Xur+|Rs)@rr
z04oelJ;M`w<l&#nH3+4m1>6K4j#PHAzk`E}4On(8RFccciE}snAnFY>IVKPlhWXQ{
zMw<X@Od-J6U+Y`jCk}r3zXP6n!zN6RpuWHq6ZjMMtCMPIP#|5PtGnADof(AyHze|t
zl5@=v3y6*UzZy@c_~b?d89&&(>1~+STmKr0bpArL4ylwDAQ1vC^EYgU-6@$$uERQg
zNtOy_mhxcb=hvtwZ6yBR4e#IPXb9DV^2_S#$_M*<aGCQP+W;WUO7z5bk-Aj508N-k
zfizakM*?VUpjLWTEkg7%>B|Lh)jR*YJG`{Mb@SW_L>3|d1BDd(hX484vP1e_s7L%y
z=TUHRdEYk;aps8eaT8#W+x^iTDp8>GC8-mGSbUkUoB$m8m=xD?{r>mXFH|C_mH5EQ
zJJQLR4DxZlmJotEo@n?8+)OlQi@J~y)k7^vWc1rD+l}~6uMzLfG*J41vV4G72UtOL
z&ajFOG@Yj%fZYF2k;yjKK-`^o5CsuWf_MbzA&141=2911;s3K0rE2Xx?Lsx1_7@@(
zX+g{lp!`L@co7O?#1qjf%+Vd?voBxR{hq)1IYovA)Vi{n^w2`{uUs$~_Got}qwbJN
zVo4wg3X7|r0%2X1N>d;;{iU`>*#$3vR@`e(=uPV8xnhrh4Pr_U3ls36cmgauEcg`x
zP;UNRbPvnv5M&5x(5x1HII|;A^WfcPSDFwyEd*sX==0pDmB`Vumo5t(BpB-M<kdwt
zV!D66Mez4q;}S=d2+)d)V?~SOD2kD>s!$1k12lw3wH=~E+-+ze{W1T=poE}s7T&-3
z0&|E|@c=0|FmuZuqrs)Z>)e26!Tf)nU3*xJX&ax2;){w|v<{s}M8rm0A_^;?!=!BK
zj2u=)q|#Yw8zp5~v)CFEC7mc=>7W{AD3wYklnxU~MN?wbRNwDz?b>Uv{jO`T@6WjA
z@V@W!JokP7PBZ)+rC^kEEW^tg*dXv94WGFg^iqw^zG3!r_`{yW%~1K{OVolEz_J?#
z&`pjOGnlJ3&QA03Y;Vo+%v^r;<hin4h$cwhN^=U)O0baxuG%@^jRW)-y&JuvqT|Vt
zg4FMCCU$Am4{Dc<L>}c>CZfA6^Jj=_QUj~ZDuhl>$$X`t+~I+MIWIR=?>>^-J~$gO
zkBYr!S5<d{3cFu&^X_&<RoQ~(;(}vi0>j+QHNw=WkWjZwZlh68Te(Azdk$4^(Dmvn
ztY&nJD%bK2%eAz}`?;Jd7#1YXwH*zxMQQX!mFo%OwnL%DfyHV@@rQW3dg>l;i65C&
zvD>G&w^u=WW!oYED<umVqpUnWY~rR`?cg;G#T@f&sAtdFqEX;Hcy0HNeh-KDuOA5}
zm!oM9d#bwz9+LvA*(;YEoEgQDaesVVRo18?Cb<=D5Ni+K=-jq(NtTs;N1iLpG_<?(
zE7fq5OCTXf0C`EWmT7tAJ)@#@pP|1nqU14(CiA+UjHZceu42}pH$~W8lB!LU0zF&X
zgGv`C{eck@wQbyqDV2Sn*ot!KL`+QoN6zOz4+u?Om<#Zd0RyQ*7lk5{2oo6Nw&W#^
zf=G=&MC4z(_qdNPZGO3n<&5mUS+ZmV16%PL*^o_IQXxu1ki=o{lPY}^PH(3;LO{Zx
zXH;ZY8Ku@gdK8F3rWyWpNbu!e-?}{R&%ueGH8?CL6pL&qTNBKqE4m%!qbSG;2C|g{
zU*qhStZ!ET1HS$o)EHE=we`)XQwJt|gM0p`OjOmYf_4&TkX~&47@xmhNXU9?x6d!3
zmGn1>shY>OCT|PDd_kH<=z375HfP7BW$Y7ZlMow5BMi*MHB`+CNrn=wv311|T`gcQ
z(tQX)dYf{-I!i7EIfS0r`NXBADL_neyvivguQkSJ{BIbkdG?vK46u{3L5(7v1C2%q
z=&%OwDDK=J5DrZ<<Y6`k3P*{7-7v3(NNJk<-c*o<8kkBjocs!~bC9>^3}QBjK1Jm!
zO0>9sMtfFAXWi|IIE6_!n&wnG30@8on?d4l%9-SWLfHlQu&F&Y{~o585E51i>;nvm
zx1DRdt+o&GLLyw168e1$e9a|ZT@KLK-&fA@e76<1!W>8d1{&k*HO=ss55qkOX;TEB
zSHhfW_MMH#Q>SM1KQH;<iXT3BpvakL73*NpBp)aSHmqs8riiR=vPMXviLbh1attPZ
z(Sm?a;Z;t@u3#zMfXcHOm9_`~;&Buf`os)8P!TTAJo^N@>%Mv<8zB&zv*nb00#_C6
zN*}%uM9{YE_|m?7m2@I@!!Qk`t839@%DaGEBNj^$Tp`QS67p-uy%>?9^or%@TesBz
zrb7$vDL0TuEQ~R{^LV&d;2x4iq~IK4TA{QYiHp=B6F~7BxU7ysGy#o2`HrVmJbY+^
z42M+~tPI$pa2(0#_=*q6DJ?Q-JIJe|oY*2h-#AquBxx<;MgjpE*|*)~ZNxXius;>b
zH<LCq-iyy;x%0D(F{!!TV~Ns3RYgh<tF4Mx4lGCn667N8Pi^jz#biMsJ)&j$t_ZbW
z$TMO!sl!9WB)dmmU&o<<LHVvY;4Cv;r(fN~JsEA_xk&o<x5yNw0S<g)fx|*bF=}%V
z8`M%kL5iRXRadM~4uB+=<YbzbR$^RF7II;407YOFP^2u@L=#!2(4iRH$<qV)Viw^;
z#T^0fQ%GX$o<&H5@s)`9B$vd3gY??D&0YU}=kv)Nn}cJ{&a(=l6%4k0b9Pc%HyM$z
zWC-{jjno@hsPJvK1KmX_K&N2JneyZd)uUx=S_=oK>ql<H%HYv+mh8NbgB6r0y)l43
z4Q0SrXlbUlDsRpNNB~)16SPGIglM3#)v`4+!Bv4GHsvU8B{il5YrU{ASmtFUFfb<N
z0^twnM1I!RN&4bR*@~U8*jL=;QR+Sop)P<g!XDpMO;eyghi)&umSgLobasLLNw^d0
zJf6GIW&<F;Z15u?$@DmY^u4aR&I$TCgp1d02P7cIhaU&>dt{>(sKpa&F7s+aIQ$tt
zazsxe#x(?6A_-PDN*I9v1(7;QkkDjYFn$6S6}-5c>$%B?TFZ;$)}4+*&>Xtvd6sF6
z->faH?2NP?`0Sdnq4~g!MHd<*qsa>fZ2CumozI4IL1*ran}1f)wkcqOPw$&qZ`}1o
z$ori5vGaMn`#Q(H;Cs~qJ(SUtevh{jCPy>aNK8IkbtNPkM2PLfii*jH^`n1@iP5$@
zTw~E3&-G7qw^BTsS?JjT5zB=1^z_w86M6OORoK#c_tTa(Hc9SQj_vkCeH^`=_Z3*F
zf^f`bOnaYB-QpjbT)R+Bn1}Ra&`Pnl|9@fE+0MxEq1G?^a0F%xC`NGC7pmwU-U$sB
zZOq_4UEVtQ4FUhD$ilMG-j$2wuF}?Gvwj5~hT`fQuz59sP+ki@7-K37UgY5d65a1N
zA3+-6l)R^1Fz`&_YvkKf+%V2XX=m;=3TE`H#?CZ^{JbsDHzGyW;?bdxz>hBhEds+a
zJqDf1Qv4A#b@3KT=?*g^l<f+~E)1Y*Ger2Skr`tLEgMms=u6SXw|x+>BO})$!67pR
z%Mo1Qs0fWLpT+T4uc`s4OR!h3!%|Su()w4Bin|y2XyLzw;9pit-E0OD`_7!ltc#0S
zKJb1EG*e?CuI1?pY=V=mGbs&Z(=yR9Usv1<Qp^(uL@8N-cToObik2~`-A8ZaU*{p~
zj8NELAnls8!0rSRFo0hQ!43u8Z7O&dFysSvObrHBS{Rb^|1nfY+)-5M&bk#I9ko&n
zF`jl9wuZU?AucEsU~KC4?O|Fe3<h}z6{L|DInt<KH4Tm_vSGmo1e$+Z%I#NQL$+h?
zPti@^!7PB4ue0Zo3XV}BD&iX0mqK0aP=<g|sv^}Dv<mpS)A<7I?~x2`<aogughRbF
zwI8fi5Kajqei{po5-|S!)+U_06wX8yUTKjuW}J?+@oM@@DQeIh+1NB<AjA?8d+)up
zaeL`VfL&DPV_uX!RB<+7jKo+YqSu!rw_{W%_KMMnKvQW31&1djBt$9u^gP|oy#!T4
zjz=dCBRsVvHa?xVaDjzzvbw#?``8@g^L8b)zXCz3<&6>019bBtDkMMw2*d~m8cljI
z5)|co#2{lim#D@=E<|ERDF&elWS87tJT}#SHy#kR3SE_Jl^sDFqq9SlQy{`^D?qvz
zLcqUPf=u+{6x*E5W@bU~!g+}EDlROQr#Rf@pIRmklLpZGL(9ux;Dlf>NHt6v1uSVs
zBhoz!p%4&3wcU*Gf~Gv2xCkgb?g^jeLpCqUX&4w!iOqyF?5&E^9_KWna){-u?5#HT
zJYc}%j3W8v;)3>`^&IW5q}cGxOj^xi_Vn}=L+|oT`0EAN>~*<Rhxjj2GCvplGs-9@
z!)FX84PR1dHG{r<$wy9XN9E;EF$!Q<tY#Q6V+AQTKHDWne@GM=z#bjEvM$fZGqj-{
zIkR&{C`_F?6`xg%9K3Kw5!P8`4}zIzVRW}<u4XMe*us`Ik|49ErS*DZqRHh-O%l*g
z#w!}U+vh6=;?SDMP5+^0uFm4c>36pw<Y(p!9PM`8_SgL#)$x&89-Z4FcR-GpVQFdk
zT9l0rZ=?SU*UWHqug%JXU7_RmJ-{)^nQ#51smJAZraWt&gS-NZIkDc`tNcpm%vvbl
z>F)anl%eVvU+HV(p2Z%c=C6AP@Bs9JM`{z*>E4oGlS0~&&z$8eq3#WbKBaQu6mWQ)
zz+wdc^wR|HJ_!yfD2f+4*Dm~I2}L9Fv>HW*{NmzExS!p^j*gCv?ROxe*o=s{aP4ea
zlI&p>SMQyU{*bf?faJ$xr<E#0Z7+x419;_@(qFOma%E%H`USoHt-?WFii^*;ThDX}
zGH8!tGb=GeW5b~-mReeOz&NKhK-?sQ{S60?VWYkE^&0PGlcWpVVP>ys(w(cN<wpE6
zrN&P8tW#Cqk4R~;NT>si5W;W_07I{ZaRUlz`3q%}YWGXO$mf)=dPxVDa)3k;gi8^+
z!vi%I-#em(6AP7xUiV7K1XX}L@>cO);FF6}_Pq7HI7>rgw4@I>Axu6j_~FM9$%RcS
zm;SUvWCM8(DdXzgt2fN>l)>7l5awc?I)WMK-htsZzFMh{Ck2b4O~61e^jj*(`g$X(
zL;Tzd6a(Sy)|k6kjA+~oJPa3A)&D!XMjz)Bq<%0U+b@SVI09k>A*|i+whmD2(sDn2
z=+N^iJJbtouzr#jC{4@~dj1kU5Nhor)eYy*W)1mb>Zjifh~!2ts7vLZI#pS-|CHw3
zG#R$0X&xSZ798DlqsU`ST3Kq@n~}_E2zM~;PVZlb(4;kzC=&wY8)*G=0j&Ws43_xf
zq$e7bI`>ooJaw})4>v$WKq2$=?`XA4_(*)DxN5{dQBS~w)G!<k-!1Fsv(Xn~a1lnX
zAnO6rg5X7d=e9B5e*htr0%1zdTOQ&DcVi_s;tV2|0HV%5ZNc(@L0_AL4`xk483ysT
zd{DgO+qj*731T)v=L50OaHKJ6WfnkAVlUBVBHeQmj9jNu^RNTow+rOK>hf+nl@b|=
z4kWMi)`Vhx405Zlkp>oL36JQo2Fa_XWVa*f2dP(Ub37M7pl(<`RR7LDl$5H}%2Oaa
z5lxt)INSgvw$tq*@(2Iv_UO$EP%JoL4?vKnZeU<NSew3E9(LUu&~MQ_)f<xZh%iOn
znrc^4R#pstste^n4No<FS6O%8VdR3%rwh;e@N6GO4p|lxDS7ui?%E9k!S*5{5+c+g
zyvPT4vj+7j@W~Ma%EP3)h=BL|E8A&<P|!Tp6#6X%iW`NGCfip25m^9flq3fa=_W9#
ze0S&W3ASW5d+^~;Gh-9XAs)n_5oN7<>=Ft`EOEG~SOd>IiW<0WU=Du|vb9Y-tyzWT
zh4p2KlvV0C{QUevTWKfa4?e{t@=Dle_}_wOVC?|_+Z}r{+C}Ohw(tXNve~mkW50<_
wD^Nw+7k-mu+6Z;Ezxnx*e+*0X3`s@*=&lpCK4AuajfJsp^+uDFRSrS_1<0rK2LJ#7

diff --git a/_images/17c245f94d23f12fb79eaba0048d68b2d272d1bfe2c570649a15613e58ee7300.png b/_images/17c245f94d23f12fb79eaba0048d68b2d272d1bfe2c570649a15613e58ee7300.png
new file mode 100644
index 0000000000000000000000000000000000000000..4db803fcff1f582caf6b8818f099950090d638b4
GIT binary patch
literal 27013
zcmeFZXIPb4wk=Fqg_e=3Qp{kfphzrH5RhO(+#-@eGK%CRSwO&2kx~$3OAsW8<eWjW
zsDNZ82)GF<IZKxOjYWmieY(zf`rdoKKi_lvdAe!bo4w!nU2Dxb<``qndomX#Hm=*b
zj*gCQBjwx~IXb#kS@`e8?^okrPQ5(y7(WE9#V=XQo9kKIUAEMvle%nu&BWZ=#PG_`
zwz`&9hUR8RxCOa+Ie#{=w!UU1#KU9y*BiLaE%kZ!Ui`KNAF}q^ITb59I)=;Szu&}&
zMH|x58H`iToK(0TG~8yd?$f=rJT{Z^;O5WlBb;XUBK0gYq@*NMUuV4LlZ+G|j*M*l
zvHDT)g?KBIRFhO;!y<ELyY#vX8NBuUk2njvJ@XiiR^8h7a%%qeXw~JbmzcgY)2uCf
zwWh{NtEshVG2m0kv6)u)>g_t;;ZhW=G<`+zlkUal?{TwqDc{}V!Vk`0wb$c^<j>8k
z@X}BJ^ipwj+M1gKy{$P`LUtqSx(wga(OrM&@9%%Z$w@c8h24>@`)rDMtgfzZe{-r%
zMO9V8P#7KE&2=9K2jibU{n_>I-3l5lFU?I}kAFn?Zk>SRbb_3mTo+z-m>MWI%T^vN
z>ce-s?9lOf@+4k9`r;ujE-BkQjZdFGHFCH9WFpJ%wuz}O;D~<1GjVsLnFDL+=pyar
zCJmVcuASJscdt=HjI1t0^aTO?4XnJSY#bbtHUkZN8&=V2TP!Utt=qIo>Fn9NakM4r
zTU_UT9z6<gZB?J0pI4ri!FP)Puw_d`P|)t~t}caXnTk8w?mu;RcT;|HH2#JzX7BFM
zS<ekJ8b6rG8U=B#raMtBqail2_U|7Wb6vi@Rf`FK^^;?@`)g-PwrRc5OOMsB4cV5N
ze0-v(`cbu>{EZto0_IvwvWy&qlq{ky2D3k@j*69!R+^U4KIv(CuUfCZE>hCnq$$tN
z+{?_0`|h}zWZbu9gIVSsg%!-_ADm60kJ}r+x-{-Zy~`H5ZCA#-%70&v@KSd#uVh=7
zGYtx&Slg#;IXQKu59;29%RM?EH!~t9mHWBbS6MSw%VkmVn{U3^mdSH|`t4~3!>?aH
zt=qUUaVYHR(YXFnmY;t<aoldC;rM8N`20v-a+=%ipAxi+GzA3(jov4y=rTl})$!tr
zi|DS5?5U0%O!hzP@n*Rt-+pN_a3B8El$ND<=FDsHVRtH4JPyBpM;my$)BHl|gIxzH
zb7f*nVF?Kd=b1O2uZvUU$TX!X6&4oyiumk&pzY4CKWl0DMZ5p)-ll#xhF<C9)u9sH
z>zKU)0t4gL?71O>oiIKzA%Fe)b7tqSmxG1v(`3Z#wC)`bsVufQcdIkBvpMN=;YF=%
zvtaVNhD8Y@?#s8$O!?BK$9FgGiW)6iZhvL0m9hEYMT5EsicwQi@Tyg-wqWgx7P@&H
zKDlnQo}297H_s$`<C2%y(sLo}zNgr^^s86LNj>4e@8#9hQ~gBagY!(Aox|sQ2d%q(
zmE$ZrOUX5bpMB6!<l>U3mYww0YG$ZKzDdiafW`3D-HqItrtSGT=^B)>X6L#7=-k<!
zCygnWPtVTI#v0Z~?c_IkoMqDTIm@XwL<Fa35<8}^Y>$hAx_Zz=X3kJr<x#7i3)$J3
zRW&v5#g=EK7rS{}WMyO?E-WlGJh#xX>8}%)79P8EF-So6DwFXYqr$`Y9z0O=VivKU
z?2|2+tdrCoS$@SJ);CQvS3Yy*&X8^1Kx2ILF7tfZc;#g727VzSRsJVZYT0Hs0ZaJa
zH<gu=_#Gd4Cd~O*>$Te^{7*#ZhtheyYJ*1$=P#ai+oV_@CDq;A8;vI#=d!$X{=x;$
ztPcH9r>MQB@3L`nUciyvxbvutKextYgS>SA*RjqTTWp@W(B;`ZZO-$<MzpNNTeoj_
zkB%nC#IQYJI<6$)x!c0N-D!ThTrb^lX<?Qcfz4O1n<sN^mrU#7EEN?MhmoA#Elf;_
zWHr9~E=D8I)?vK-;8bs@%T}Y&OJ+D&x*qR>1g$3hix$Lx{q@&4`DjlpWq5MY(g#y6
z+u;w9c_X=!T&fulu^WazWHRp95$n7-*WYH>!IkCdr+xFMAW^3e3*(hMJ(K<QjD-nS
zy&h}VA31BeT&s8FfUt0phT`TOI}BL@>^hv9bm!!yMRZvL@R5~wTwMdsKG+%X{JFs9
zUAv428e(-=0=PADAE)cr=1$HpOw>MLsSlT6=*?i{P<s3>Tw)jHEOm#7Lq=s$Lqo&9
zd7%uW#)_}AvjG=_g#y0$cJ*U?kX4JW{|-uNSy>sUMs9{oDEZEu{IqKx6E_^Ehb-R5
zpS-<V@9oo*dM|E%bAXNQ%{kt8@80#izPH(R4*Rd>&Ye5kDN&bS-R<#HGdq0x?uNq}
zxz>kq%3MpE;+1(iySsI<v9+)0=u|)4d-{U4b%vEXPtih}<ou2!dXKR)-ksxpu#?X+
zcKFWP%|XMvllyVIiUuCiqO%d+SFs=ZKV-(|3}?}*7?ss8v+OW8H$P%G(t66tVY2Ts
zOTfL&2X~5ziCOhW`Uie`<@SVG#9=$$vcKG8*Rh&NX*08={>FHJ@2l7XQXPd()u!2P
zdJZ!q!wIIy2Jd)08x=br-0Pg8J+}zQQ85on9!u3JQ~w~Sxjd0ASh{@zYqX1phi8Ae
zI?lJ=myg9!*u15+wYBGXrNtIAB<Hb<ThH;<iY@0?PR?|=bj;4z#mXP_x5qXrHOt=R
z;^Jb}QxzbWsAfT<3R?9Dl(phzE1GF`fN^rc`<w-Y;#{X1w>{3yEj{-+l74yR#&8UK
zlaEU+>nODfTW-X}@yo}P`^y_*<;&EarW*C$JluPLpa1<)(+>?fA|Eo1{nMR{jN-^D
z8#c!IdSA`89Ue&2xRiRuH9fJ@Mv_9Y*wHc8Sr$yY`SGLn5$zXrM-1Nnym{wNBbI=z
zT&i0J9#N@RSOVU>Id{Zi(x7v2(Aezxr`1QS`($wPcI_{39=4sRKGyMka(=cqRO;Hb
z6z{9go;|yOh_QqB>TfwcfyNiG#ihzTnItE8cj$1B=ocOQ(M0x{`)tqB!o)K%w{=S#
zDZz2P=htOXFWk71U%BSRuivh@kgiwl!IG|ByvpCX#I^p}DjmbQq)VwUO%2p>;bUWC
zho=Ucj^QD4PY5%aB<BvW?=Ro5{g)R(LN*nGiwKw3R@eTx|LpTg!D}CHPB8q6eGoV_
zWa2+tw7itpg4L|dXpC2WvR}e;i|P{MD7o;lsVP1rb;|%{_2J$3*JXv?7{BLz)u=H}
z_kEJaAn$0fUHf6GM{;s9<>E!#fZp%3s8vtQ3;TJ^7w4u*_0q}Kv%*sJPHx=AFYxUN
z2M33+!_Lc#Gp@H}9>_g7c7XnN;^ETQB_%s3J?|v;*cd7+q-dn;JxFaaIdJr7gGqBr
zv2Hsy&DEDLUwW`iAoL1EyC6oNrQW-D&%)59H`s0`r3V}C82^*%*)l5&r~C2^SzXbg
z&b*?cqPT#7nRdro-F8IO;9nOOI^tE*^>$FA5LkNBYehLS^397D-|rT<_F`5*M5HZ2
zJtyt$bmve@`hmTBi_h_<rlz`vl%<|7Zrk(YCUJTiPAsl7E<VX}Hn{4|n_tMDqgG`$
zX%5zv{b<7U$rcM*W8Yg7e8jHJ1_uc7t+TFn%mJw>@$J{Nw6t{vd+wi3an;qRIyQ5Q
zK60K@i050SwXF2Cl$2i{1q7(XbXe7j^tOhp$>7^Qx7yN7&r($~jeIMurB~A)>^ioS
za^UBmUo0R~xXzihq?MfG)zsAFJ~`qo!F-r{VR>n>^61@X0-~?=YD0#37f;<v+;8Bq
zN37kn2y4=Eju&AnyV6=B<$=4q6>T)?i5V|dUG&Q~9!(RL036}1>3)2d_}U)_?J>zV
z?=S-h@@O+VHa|UVmBqo{EVOjZdS=-D@UqkBhMh;>2qwl9B>(v1j|X^p>#9OTXy<s>
zZ{xPE;V|Mcx48eo&tu1tsOFAe-IyI>WPYnDFF%Zg^9!{qO}FyA$lcH69A3A#XPnbX
z%`djab(dCFRyLdPrvr?fa@xcsw6eok0`TAjqql9y+5@l<<}BgGY%`L{_0?3%#3aG{
zYL;1>>fKD+<lNP2o~h!#brJXUX^N}`4pWwnzPBWK3KZm)Qp2}ZdheH*!~-*ad1vk1
zpw@ES*RR)0%E|^^mS<d8DaUPxVp4Qn#!9wPBc7P$QV><yk1q4L%(@HVmHd2RQ|v%N
zr|LjHYJ}rRPV|M!<IW4u+Z{(mM8;lk&IS4k9vrxCCY?B#W7V5sSbu=RKE5+pr_{rn
z#c64_*Q|GDw4-C#+HTalug}2V(Q&Y2c_|yKlNc`H<!9IT{%Y6*ih_dANbVrFuD-r;
zh0mdqED_tG$A$AF$ANvf%{p7|cGUXv*cvfW!*MuM$Z0O4aBhHuQdbjv+~(tpZ%SUj
zj<FkUr*>JI<aRE5+HZTAs=?N8r{7unprX3k*T-dp1p?iv)2I2aeSE>oWlqa7b->+D
zeR;(&n3OkSX|@d?6pb4lZZF7d9h7_PujL$zUxCai_`mjHv$*&A2glmk$`@^m%gQ8<
zwOPxD^<yt8wdLCQ1_uvYZWse(Jw(Y}UYeikj}9HE3OK^7;x%xm(kbkGf4j!I^_61T
zuc~u+(^|%R?M9u)%51~#=bk!=;KHJjvGHxav{)jri4p*acos!kIyt5L_)8V{tz7p_
z>VZG8BdS^740jZ1Q5&*MX>vS+!`U70!@We~s;a8?(XJb5c<m7zxv|k*HCriBmBK#f
z^*AkGLN(JU(qGeoLNFq;L*HJJ$+xHPdw4YPHK~W=ET|yodWVK;<upZqNN+B^3Q({D
zehP384nwJBt#?@{=P4BL!)K$VL;c#!c%}vA<>fV)XGYr8LS2?}-Y2R>YZf>N-Zs8)
z!Q(@QVfdFX*LpKL%e)2&FhuBUM2cFkSwziR@7WQ2M8BpF7|W<RCCuu{4~&e81A`9w
zdU{4(Z@g7guZX7(3ukJu4NoU&({2SGHI(a8+=|RgkW;S7HfEOv3nVaQRX}F5-2MZz
zb8~SzWuCd%F-LEFy#{dEeM%`>RU3GJi@ABfuk!e^%aU!y*w=3V_!3sO^<(343tHLT
zmHq_yq|t^Q1{1S0jGMT1_4L?zc%)0Wv$C+9qtcFiiGPAab`sGtIW0YX3aDrh%l{6y
z5i~gWUd@~mr#h(me&!8;YQp0DjB!nn;7&dxpZtP?%xj-cwON!g<pK#CO>3&Vn_j?O
zJOk=J#KTiN>o{;xQ!|7m76@;rh=X<NvRToht$(4XNU|r#4+(17cvTb8+23lZ&}lxy
zamFkWl}zdOUd12d-0$4^F7Z<8DQtm86c<mC<~fcZS39u$_JW30H6Jyu#x^X0cIW0z
zI@SXR2J%J=>&2GF7^VgqB}sMU&Qln}k(@8bAo^9C{z1k7c|<|a1q}P;3|j@7;wSI8
zcDrmUDN+3JHm;z=eVZgT#A#Y3TdRK**y&~2$LH5)+Y21sO*$Vde>v5QK=&b4#|;Hu
z64u`Tc@V3l-<$2>1cD6f-WM)NLgw`caJ99~njUEzwDk(io640zG^qoAO~j?CQ8S$8
zZQE>`H0I_8lld$@pXt@TZ^VL!wKSbwWQfP9THugbxG*l6ZTj-nE7oqUbzcxG>;i7d
zBA+n+^wYD52$smGsDX)Eu_mCpu(_#0$qI%nAbxU1z4@Gv4{kdBaNOnK^iWH9f#XaZ
zl9OxCac4W^>PVFDl)2GkyYXCn4o4|`LrdMLo?+lk>yVW;-&T=VkS7BGYB3TlVmA^b
z`t{?txbX7;=DDjGn1}Kc!Wb2oxLIC2z{Beh?VqTPq+dVo5*4A4R~xpj^Q%!@LiPu1
z^`@h|ylHRq#g@K?zcv<kxYhZ!kk9yiAK)F&QL#gZDCC9w{CsOX0>S9xo<|(#hqEO!
zgFe5XLcCDTG6|qLdnS)os;ceTv&Uxey%hC+{%}vx@*;NLTLxd8`~h>9`6n#>IA94W
z-3q(5es~OYC-LZj6qP00C4nLb<YhD4?a#4)|0{cS2Sa;%`+huWWo$mp>!0XRipm{6
ze7I&7`GJZG|H_qT5?;x^OL-((Mmx@ojE|Lf9Bj(5(nn3q&c~;?=f;<lv3~Ncwx1B7
z8j&4ar#VJ#KjjW4Jp!TPyf7w#ZJGFX0fAgdEBgKi?yq0J8UX9o=-4L~YW&>%tYUoH
z&tclfERSnhpKrGG%d_v-uYbhSTdo<|EwGj>xDe<SD+g88z_VV=i5VG3Yd5BSkC<Ao
zsH_oLA1ytIEMt=sUWc!?9xa$TPrb{qXQXwWg@Q1njPg=+;mc`}*{(;fo<A;idWi)c
zEI7BU(KI{JOP+w>BA%+l$6wd@P^q77Z+Lzf!LDxZeApK7%jH`v{fOspv4J!I@{UR4
z+=qc63bymf{UOw8IzTB|Q^UZcbi32SSQ)j|<$BXOJZs^vA8+6P?YFnt9nNZ9^mEZt
zPYxVf)?2m5X;L<97VpJss^;06hS_^Qo%>*%Orc7qm^Q?Cf5<jZ2Bzd-WfezhCsXOi
z#dAG4Vj(YK_UqTa+YF*_mltZ6pI52n*(OfB4J%`ItP*TPl6iDc+Rw*DE;g^Axx;0-
zU=w4r+GsO({@g%3_pt3yv+R(mdu3kr16&X4qpKe83TD~|EuSgt=|!OmWeyg!I@_e_
zn3z;B{ef2``#9Ojw9Qvs=7*2<ZoHCEsPR$eyQe#M9yNHlG?nZUi}acM>FzF&3@j7}
zB<*0WUAYr)_Ivf=Q|l3$8q;(oH4uX<%FExOqTceu4^K&5nWG=EkLyy(2~vV9C8@`v
zF6hJVkiU4*Q*?R3Dl$5nLrCbuZ1KPkKmHgNDd}&7&EYWJqCZu0e6%mnILRBJd3v-X
z8Rz=J_QNl8nkMl=10ohV>6r%aPPOIP`DbTm^P9ECU^^JMKDTfvvDnaKU)kT9lMY7W
z8E{gJRc}q4V!R&`{8Xz|En}W0j(y`JX;H#l96E5|Eb4HOJ$FdpLgfj1PtCk=HVPGx
zT`}JRvh`$NxEH&Cz$MhDMjtX_FNTUH;(bPdWTZe}8uM~d|6(bViGpUabI-C2FrjyL
z3$k&MrhPY~)Z<@He!F^u%;5V(Mn=X+A)5g<oE$)m`aLcSVMU9><^%Q7UXof8DI!)q
z9t(?$!9~*ay~{{0+@>O7ASwby9J5A>mYpB$7L?;Dn52HlGL0wM1#AItsR1&UYw2;b
zR)OK>)YIg$QND(u3O~foe!joI|3jfu9)fK=>d4j|7eXBd4sB!>z9b)Y;oavF_r@fR
z<BMZudp@A7$+a6zijsP=HTQNHOB)iP0}2SlCQjCa2RVd=)scX9{-S+z^@i;-L%G!<
zB5Jg3^Cs-`c;E>VLj1kFy!cI;pEfiokYxcyRVXnapkK3F1ZTqN-7{CR$x$XEItyhx
zVmq9^*O@rY{^=*37`?c`%pvY9YLd?22)APC7N@p`&q>h^phPELZ<c<Hz<r!YJ!w^w
zG-s0e`SbU47N==aSglmrFoD&r!0SD@5Dv?PkiwI<56{|lQqG<G1-K?Q7Hhut`|p1V
z7P8^36`4^F+jVA3hRd?^5j?HUjEuUZKm&PZ3T&c7z~#hLlU5#>YAHSj;V(By&5Q4d
z!XD}IJU;SEp6xKZZ7?>Y`B{(cmyx}%V4Z`uQS8|I`4+n#NnZfoj@2qEBqb)0A3tF%
zI-KVdY15vA&CZ&yt5>yhnFAZ?Va1}9lQj?Q+xM~|PO-8fQLRbcdA3{c^Xq%uO>}3c
zESGFdYW<%)F$TTyabb~t;6t3)@<Mt}Z-`?RtH1i^1t#N`w8)&X(p}XFD(O`qC)%dh
zGcfRsm#)WZSaRFFdnT@{nN7`N?YJ@VV2AMa6vNi%sS|e(19EX#>)f4i0_U_ssvv{$
zf>4P95z|w_k$jX84}yU1k~9!0b&~^)m3Qvm4Fq(kFLZL87)q~2B|LP+Wt(!srOO}#
zjBee!<x#E2F?n32VdGAZ!v~HWsjqr`_!VI^NC`&nPTiqDQV%4hnfYV+FEu*i7TNiL
zo6W5*%ZpLq#>rO`(u43%AtH`}h|Jq^U+G%J4eA$FKW4Wa*b|okWGGN%ivz5r%K)-m
zA!T5$rS|aO^Va`D_Wz{=JZpH~b(oHh@3hTg)xqXxXWEzTw5BFTDGYRU35Nifs9l|%
z^5y#v?E<e3GM^)_Eh!@-!)SinZaO-)V6g1L0v4x0$u)8}TS{v9oOf`@-LywE0YM@j
zr)_*{%C}lCe(3TykVJkdWjl6E8K77Rd24)pd<!!(w~Nbi1+!`ZA>VN-Q8zuF7+gz7
zr_I&g-oEbp?`6QSf{avdd3ET>Ev^dAg9jyYa&mk{Hqg<1Jc+Z{xU@^<4`Jg`8H5e(
zwcn}X$E8)pTk*s1L<&753f3P?@b&-8FMU;*rjxk@2;jL}@EMp%Q2G_jo9O6HL>?|>
z+rR%b>PugL<+1szYqJ#JqEN)`Xtun<*T(Q}Vit}`NlCdv`@sa-$kU%Gvpm|@u3dBG
z=D-aYHzg^CiaOz8s)bd?t&NG+mzA!477`*ZBI54g;O9FK5E7Dvnm}KaeN%DPI?LV8
zKkVLpL-v;Gi4!-0?c*1B6|q14^X*%wCOHTCRg@C+4L8+xk(K<Pxp{>a?L3{bO$ErB
zAjXx!;$R=_hmwI~@7rt#sBs@Ww1Ghk0&`=QshU)Xuu3$vj;xN6wmil?dy+v)v<%z2
zy1E_`71abp;>yy3KyyGUFaoSFs#A`mM@g+yPpY>l8z^xnW))ks=Sz2)8w@q428y{9
zQXf6?eey&t&Y1-FD_5>$=vD8`G;X?x7_W>C6eS&+gz|F`VwBlDVikqyxNXD2>;!?k
z;JesaSk6rJ);4wfYb7E4mzov<M4k>lZucJSf{(X%*wW&BJQCa-LR15!7;>lGN!TZJ
z=aVZ|)24@MgQ;cA_4A`e$wW{Auf>@vEhk4kaN+UK;H45(GtckhH+hR}k*QzHyizyV
z4!w1nX;Y5TQd07}yNM|-A%PPG5}Tl)3fK(=OUtyMe)`ELARrdWYXCH~>s&hsn-4iw
z(LmUdNZ7_>pG!WZT)r*3^i_u-P!Kck5PG`2194SP4HWsC3FK%bG69l4scf+S%1;L$
z*179(ICrAvcw@G?R_`R@Qg!fgU{_6ojFG%Y>df2o?S(A6enUi;?~`%E8pdMx3SIy5
zl&}&0_C*Wh?tmeOaAV|8p&r%PgTEpxkNvM#^;kCKCvpuN;!IMw;=z3*MJQ4uzz1##
z+ykyXNh9w(RVm@pC*Inz>(HBAS7iX_0`DB4s21MHp*a&IarNreFkPY2F;I1f4jzoI
z8vG7tvo8HYN*f*l_$?L+R>ziBdRXMpp>o~aP7Cp=%Brdc^4aQ$Z*)GP(z*;U<Uu2|
zP#_4dTer@V2JXH!GSSCH{5F8CBz51uefNj`AtzN;U4X2UD=aO$h$F+edw0U*q;+IO
zL|<AZw-t>Wajm7LrKSuahYDdZXkADBuFa3aCHD9xJ>MrmfA^+k8qMmclhD-U796gI
z`g9yp!GRrk%j?$_%u-XmZy1!mmOkek)DF;o;_bbcQuDU|B1l=*#bW|nhm_T|B*Y}N
zB=YLGkAN7|4d{J>B?^H&bgI4y#HVGenfUd|cMGBQ(dmq1EPs6i!hpl%yEBQJ8ZF@|
zo@drC_<sC)w(uzDW|R1IRI?92#u28GD5eA&;l?<uTa?wk!~5$uPc;>l#$06TSf`;R
z^{}XHuk51(C2Yr^IB2r{_3@FB-F?A!<AbxEUJVncpoOv>J}ir}W_&8KeTvhp_v0+S
ziOFrxRXx3}Eu|K>@7}tc`tkC5@hPtBI&18lDs!tQaH3m=r%%;8IXQ7GRQG+IOSs6S
zHQcUI(D7CA<VDX6hs?=NFUI8$jo<zL%y36WZ9>cXw)|6*5$@is?5ZlI<^hk&0*{$<
zQ-titBPu`9(=!QQe~UHTb8)aS{vbu@+Q$>Ai-4pWn~q;2>$i^imdv#Ptp69`%I|0h
z9=&5RYFQ>0WTOBh|GrVyZ`h#lgx~bfjiP%iF*Gz3Man^nYKr#Bu-W;UQ6lcKQodcY
z$vU9-dOmmuNWeK&pbqPyH?vSIEG)Pu%nGKID6`p}HrY+@4|^g)D9<O8kPs(S`JEai
zP{86D^pSR_8I44h^in|)h|pl`WTAPi-ncUYWoGUqBwA$@lbKe%7o`GtOLW_P4#{WW
z7X(5>DA?Q+NQ}{HW;x<WV>^%Nc~o-QiOqIxCZ!Y(?D=!&Vs2*A(>>j7X%)#+_;6_=
zbRm@FyL~To;)cp~AcZu3%OL#mMm}N=rB2PfAd;X4L8p@Yj7H!vBNk47t5*{g3-y76
zpI=GDVUi@!OpDI5Od<{nva+%cP!`s6aX`p*-^QbaEOgXq&f4kgCpV*x!U7U-gMt!X
zyg0$7l6D5Fy6ap`z!3=&8~`?>foNk9$mdWmW?X)?dWX&=uu&iA^BHS<V1Ya+#ul9s
zr`?v0b8%j9=w|HCH)s8IAO^t{XOGl)u2Fl0tk1cvTR5c`YNt3PvByb)Nyz#wip?ny
z9fyt_kq1+PM<8?R)G6;{=6$F-@l2!iL+sC@NT>(>+wk<{3ccX6Jl}x`#F4!Sfi(uo
zjX|l$4ifE1ErsiEyWaVLP;m_qLD$E?>cE_KBj@P#l&c<tlds$+qIopVKNrtb*1c^?
zWZ9bKZjMOsHSs9sbVr(UZH%i!#fqv(<lxgO-BA7baCnsyoC4Q!a%LTk+MJSh?r$-v
z+wXNQyLF$vqt@i7Z$hrb>HuTh+_mdiF0=DBQJsj}YbI#lG;Sv_B>uQVL;CPd_WQ72
z+-zLzpuA@`UZWsOfJ#D=<IF<*o@SGgUYd#A_3O^ZpYGfbYlgN>d;6^aBz2veT3M&R
zR?q9h3XbIcMz@|nUyyX*Gwu-*;q;JnD&~zF>MleWbt@_9)~Yk^EM3@K5_q&+Y~iLz
zX3F;j8S&lA&TdH8*Y#Qz^TY1@*vo%!{`d<I{;MzKfBdBtqlwYa$CN)jmlbkQFseH<
z(5^8)oirqiv-TY9$Ms5o$<9)W+onZ3)k}}D&E(Y8yC1-~@=<vA{hQCYw754i5A8H!
z?f>#=p}*2!x#l@;tM%vRmj$h@3nH1NTS9stPruneJ4}u)-7T(G+Vj*eAs=pecyD5^
zGDj|vq5r|;Q~SH{5L5C?@%LHRk|~>Ov*37%(f&^Dc~gPoQX_*2|ICCb{~@TuOh6}$
zCsJG;|9Mp$fVH1i;Cc-#Eb8ha<<j+%>R-JakG5jMQpvbpyS;h~5BJ5~?yV!jz&CNi
zK+rwITvJ0TE#bH@wykda@Z&$3aQ??1_W$??7E_C-At*ZZg}H5EWMqZ5fRjkH_qToT
z!eRKx+BXjp;3D7yac2}26_L8U{L#TdFm5H>q|zg>0+tPU6(G!Q0agU#=-|+ZhavM_
zB|QzQn$j>Wy9r8~FVK>x(;ORO8C(k>vO-{mNdSGiWniXGl80~<#_tnkQGyb8Mr359
zAyl&gFdUvt$9rt;krCves`0rj-Eh5g$Kd0OU)QZ&`wke9aD9WI@?-lHu`)L~x0{TD
z`q905wJ*eRL>9#~i6eyf#?=xhg3U;)U>m@i5SWPce-8y3KuT5FDP$c3WaIPj;nS|J
zt6b{OWy;ITNrVI0L=YmV8LcXUtQyYwt;;I&+S3HQ$3h9@Hw`4D+5|Yyqc#HyfXjnj
z<&Wl2hX+ppjqTO(7|EZwI5kXb5)?r!2an?myyeHG7KI0w$N3L%FC17erwR`ukSGne
z*Dwr#n2P_c5p~gtZ}6SAc?Auor%#_|rNG35g^XvR>_6+l*1*lnD+kc#%K{GlrEW;)
z*q2YQkT6xxLz{;hdx4s9V|HB5i<rr}bz-%_!I|2Owrfx)0jJpy9xM~Y`=n9GHul#?
z6Ikl%<|awC9chgPD5l7Pm2MMF)^PxyuCy-eOq<5ZyV*O7f=hT93XKvd18Df+C~aeL
zZ{yR`N_ZzJD^X?*Kr*$;l7_&-f<<M6L1NfS=u}F0A`4kRNF~&W-+ue;$~+hqcBB-P
zre-wAV<7)&E9i*|cUb37H5|9vLOK^zirwRW+?}i}US!5c|9dF~<nmQ`oRgzKtTJtr
z-})?M%@x+&vg=%;MxK%z!yen3JjfLYs?zjp)*O$<*PfH}4wJ9w*vz?j?Ao9BujAPV
zWRBBVQ0uUMQuCcSal*TE{7!#8li21=2OC%JxU-ZC7ZQf{URw9(Hy`;b9JgKRx{FYu
z3eQFy1%UKJ+}szTMgzwDN^An~6=6lCc8WRYBjttT4TdAF00;`ve}fPuzfb=D4}8dH
zDCgn4@GiS+6Ppr9#-BECX575F({g-Yg`0!JA4TL1W_v&1_E35|PQTZ3#naevI|Z&i
z#Zig^3972BVdHDn4r4+>C3oHhlDG-Mz9QZ%%?$?sjvHt5J$D`5vLS$;L5(fWym;5~
zE!$*<ZS!cGJFuS#WE5Dn?|9y4f5k`Y9!*IH!u~8{;RIuRwQjUF&7(u^pcg5wVq;^C
zK<7xt*suvWq1>cK0KY-BD4}QIVe9)?e4E=eazR@ySyO~EYbV5!q-9`Wkm@Fc{rK^v
z3Iyj>dKQinh&lTyLKdIzL@el7GL@y8LH0J?Q#J`b)xY1fOm~>n6}9OKDW>le0$2>8
zR-c!Y<TxsZDjiVEcZEr%cEJn<&7VTu%6Um9rWU9$(|$saQimX@(Id#rgHw%aje7!&
zMux$=eH0`s^_(V<7<7?18Q=r8P>PU(k0`zxo)#jY?wLV-6JsM-rkx<7tlDAkA@;D5
zyip@)rZxQ}cmN(+T3PYIJc6+LUe_KB8lhRqDLNz{^}Ol{ukL;F3rcM;R&lr9Z^w6T
z@)NR80DDA`o(&uhM&(r2xzFxA4Uv-Dp#K?xMHjm9HHAbLu$Y-9Ep;tCFo}UoYQWiH
z+_ftnj-D8p6$tt1$t)5F#9aWVj;r4`aM#ef;-y1H14W&3iG+}8-l0h%+Qo}X+S*V3
zI92w6&v92FF?DCToTCYAKN!Ndh)X2Og9jn<95I1_A+!b{92`t8dcRUKcMwhX_3JYP
zxPf2|&9Lk~4;EH!?b@|-OY@__*&ju;P&(l`@Dq9I;KiV~fP>bbU#}&<64JO)Sxe(x
zJa{2G6%((-(+K-hc$j`UTBGd+jd^yXyfemaxtTq+p;|r8c+;2NmBXnd2v(o@KjDb}
z_n4*s`&a+x?A#yE&~IZFNn9X&!51HcS|pum)F=mZF*iLNFYdlIXE@!gO{k=_lpTB%
zN*dx$JRlvCfYij8mjKd*1N7A8%a@^UuUo$!-rant0%||TV++$A<J@7wz$6p_9urKl
z1<`Q9?#7|&QuOxro<rr6d9|E+%1P6qpA}XL0~}o9Ih~ssO@<;T6)LJh=q956aT_CM
z4>YHSWB(;TeE7r0-2yV8FbK=VU9@27gtN+6kc+Q;*d^cc?UxMT0uEpsq9p(|@fp^!
z;OGkV>g(znB6V^*QK{6UmtTHIJRvwZa`4#&o37cg{V9axLAXDN!B}GsPHn@!w_z0(
z6>_Ie-2z=U5_AloM3NHJlSah#uF+AgUyV27dvO>DjYO0lI8`L1MW%ctV|*h(B@vsg
z>)du7Ys3<v(~053@P`8kMCw-hk$B0yh_D<Db}R;|h~SpW{Qtx*)h4mv3)ZD7q*Ox#
zga2?Z#R1}=WMeM?9;_C=EQYUt`_Z*W;_TTtq)BQ7oRrV2tc00GZ#>V>SC{O^mmwTc
zsD3<Jns+ntStsl-4anR9$ix%XArTS&hD10kR4V;>nt%`#vduII7=fB)vo;K}wE_q^
z7J?+qLbLI|B(mWNsz)7X-qw_?eH<UDuv?Oz7V3;3zh&#zD0tfjT(@aHJX|Wc3=f_%
zh|S63HGA0h?K?&Fp;Grz03(S>m)5(Hfx*s@gR*1C4k73REP|o&G0w<baK|ekAku8X
zGF8;n*ot11miG54S|bGB>rQ6jFSd@J6Z-T#ac8gPYcek8Hg5TgF8Mt1COu(tiL+AZ
z5|Y?0J>VW<=OJp*&f~TTJCB(S-3apWi9kX!L{SWWT@kb@3*!zUR^pPNF6|Ov6`W^m
zYI;}uE<48dh+Y-($Y>bMfp=j1;Rl(n=fcGng|x~3d#VMwr?x4Evm7{}H2njo>z^oK
z#|>u14IKGmOdSdScO!2l>WrEIFPP;G^Ft6duCWJJSAzbH|M-9_a9zKRI8l806t*E$
z6I3!`0R;digvMy;J%C5beQC*{)as)Tf}hyF_%+<ToJl4DUVOMN*bf|tdV9~E?f735
z)tG&kijsrN*4ETZKVd;`x&74YI9h<capp{nR*^HQ@Cg%vH5QsDG}T{l!(UOM<JK`-
zHtwe%{+XisH}HnCxB-9$Z8^`_3Z80;9P~q0%0cN6Yr*`dPl1?oGknKyn?m|$p{&`o
zn=R`<A&s*V5|w)C6gh9ZbygSbb}#Q_Wb799v_YOVn-_?ZkdWA>s%bxm%J#(sC!@)(
zV`d3vZMhUG?nBwY8IKm~;LnuY@d^%BinFuxKvQxki(&CCde^xj*p{9gGxuXbw0KJ(
z_)FLIfcd?=1X{!5L}e){De-j-#`cvF0+gpt!jDa<D5`sLtm8&!kTYr)qOpRqQN&&)
z1w(H>c6NncdOzrv#y~#fp!)Q*w4-`e+q-*ujNmvX!Lc&!b7yBGcw!uMdFY`Q0mpPJ
zwvb;CCE?mp5Kmwy=Q*XJT!#vNg-2wf>PR4v2oXw&Wd<7Gd)yqLfheh4z*c+V&$@;-
z!{3eW4x@#yV?;WDg}nhjdDGVCvaseU!pGKrW1{+0B}5-Ws*~+QA}H|}5Q!A!6H#1$
z`9((3kJG!TXt{(FkMzWYt2rXLaTFZ`*yf5bRFM$oB|3Kw{2Foe<4S_vn76Db)u20%
zwO<bh4|_0CJx2~&f)WB_;qsCrY#X^6O8*YPAO(-gH2@57XAO|Dc&GZ?^0HxY*67jA
zgr^Xa1CNy$-gMoQb%r$AJnh;0H@!B0ROQb<#_xl{_IwdMv`Y&U(v8>@05q2ENhCo&
zzf{3!BDOdw@ARd3jcSo|0o*zA2F^J4Hm^1w>w~eX5nhbz#kWDE)18+a(0+o(8vMg)
zSbgiD8ea9VsDZ?h1s==S&o2s`I4EjK6w7t6(l>zSBIbNFJA}fB#c`DtA97QUNhgoU
zEWmXziZuf3@@c=IBPahuu1!45UB1w!kUb7T|I)7sdIxAnU}PJX4yzPe>d6!jV?iIW
z<@HUG1=^?>Cz1s&0PQ>8M7<y+sCc`k5)};&#PJU#PV99=_#?S-o96YCcsJaKQ_Uao
z_jGP@!>LX^0s0vrJVAgLHp>iNgz5wp=Bba*7Gf)4Yx)^)yh-&j@)}0T!gKv3<O^nd
zX8iFBrX-zzY<J@BTfGrtPUib$tz@LEJ}{4FG&o10dCZ*JiW-#8Cq})PAG9t>kOxC=
z?4xiuWr*xq5fita&bc)lL3xznFl9v6$*$GHjXS67Cwh8%dj}Kz?TJ`lj%IE!r^xK&
zY3<v;Uqs{pUU*tnVKd&01QiQyY_k!rRz}x{qxtOFvlW%@>&a<)I>4qZ#B}(|ox-o5
z*TZd8_v#h7`HE=u;%VYsA}0V2w*hpWOihw@wVS*gP31a>7ju*K(l*t6O)<D)SZriq
z0HD3v43--A=u-SG5H8()`6TUm7y=P)&jPH&8v(pPR*RO!|77@7>58^;J||fx&t_0b
z!?K)}m@#e2S^Z;>P(qk@;Ui>>y4PiKC?_eP4`vc2U<^W72=iw0ie9&nJtsQ3;F;kH
zBfD1dY|brHvPXNWc1U}X3t-E(q^BL$DK!8W4ekD6blJ+Imc;WUjzGeO6CaEyb~=!S
zy@NXb=0t$cU{@+JWl|x<MK?EJg6SuQ^5}rLW|=KW+im>k>0&m4C4aChGF&3^fK<dt
z8>{(f1v4XE!**OOeX@$Nhb+SDrriP`v$&d4>1FnFYH_1UiBb3r#|l4vh&yS#l%9_7
z9Ih9XPjuNgbd62p-E|*}sfUy58TQnK7Fr+rw3Uwg7A_xdeQB?6>EfbS7{*>V)k7|U
z)dxhzf3vRS+U-Y2$C#jg(CZtzrP|U5Np5?BYPa`)EMBlhdz^R*{mu0jlQH_VZ|Eu#
z6^gTfJXLW(>A4Ib8p88XPcO2DPC-yA@Ol;#-P6|dj3!>FxRKxc;q!S%+O#}8Jmf^|
zkyhIs2DvosyL|^>p+QHG#mU?BH`(Do1BJZBhJO1KsdWsspf_V=B8BWtPywwthEV$r
zK;>%$R%%2INX(D9=o?Zja&|&~=763=cqbSeo{=ga%8D#}h&Y{uw8HaNoSdV3QPMpe
z>_SN{zCCf;r1;UB-Ir&&{RJ&H;L*s@(*P1h&_d*ZAjRi6ZBhUsk{~QtkNT#CGJBT!
zhhX1+i{f(X#kUMGK!+hrf^-Uu78YQ*E$x_S;J4+p=&pJD^jm5HL^i@(9}nxO5g_v%
zycIq`JMeL77#bQ9*o8gBh`52uQIqgf$;sy8518oUJXeTui{8U@F-N;|Jrm)Na+n^9
zMHF<nE<h*qz}`{PWZO4S>#pVSV0Zm5`vb6}Ks1g`3gC}#u9r*F-i1P$RL02L=cT1*
z{ydb*DWoS0nS~p{N|U&s7iT(1@{;x<Fq<tCTWNW*W4VzuR1uXLN~C$glpisSlUo96
zkcZ+LT}J4GE%B`fy`~WJCH=V-u|rAS0!`HjkAM)1h%ZxkJ_AsIzI0t8F>s&87sVfu
z*H<JHV3oH-y^c>VR0V1Eo)|*K&zvy;T$_WXUF5J5zT)XQ=Db#aJS+n6U{^nh-Z`Jc
zXGuv#{uUiGN~n<zek6(P<#o>HB^2Wh2*>ErTrUDI7L^o7{Uk&I@@2xpPTZFyXGd=(
zcOal~Eu}5rJ{``WFq|N%U?Ih##px%XKYyNtE<XSV>|3bu8Fr(Z#5zR<*V(XMgOm$0
zze(E*5i1@sOcBdFc;)i#;kh=01E}iX!~7QmhlKw$G&2&dG7*ze57g}cmISkP?8+;I
z&czVnLpmNra6=6?04CyLQISjPBG5<#By2z9r+DuP3*=bo5aC#2>_*B{Ox7$o-!^*h
zV947y-uo-l&*42!FJbwSHs!E7m95FxqhxQ|uiW95c$|CRgXlv=3@F#}pC|u^ee+7j
z_|tyU@SFBL99!rVB@J-kVa2n+E(N1Qi*e^pb`a>KO%krf_t^FKotFNKqI9rd5o>(n
zN6tMa$IROk0HuKB7-=K0s>=cQpm#GI@jBK8EqjuZ^`M&?;YWohqRO-gR~(CbBjqNf
zwWCm22_243yj--zO(C8uye3)cqp;s5(v3&>d01l+*|N8^aKnDP`M`yTFcTsgM}qq`
zAU1_`eJ|o#z~}d&KCzl#K>krgnMEuPzt;uq@I9a=Kq=JlHte(wi23{KQg}FTJ{R-v
z-Fxy67@~mMY9Ec%q@~;2?0bU;XxYhD4sg2k)C6+?=tA4OfHK&wANMTGBxrdCPLD&@
zzr8}cL<72|pdHH)SwLTzFh8!B_?w;4px^+{JD*Vl8_NEzEhGOMW#$qidDO9&c$-6j
z&PYEF*);I9=QL;iQ$0x&h&ss1nsdQUnA>;-^=amq#i})mOgHPG1>oI%Mh+CCZC7Yf
z5fSI8c=qs#c4bMS!&Op^Qt{@^TL`tR6sVph(~?qBickesefw=&R%K0%5`yqbDa8V>
zgaq0fN<5cOwG0c^gfiyG>?|I0P@Ei8l9&0*ID~HGw7U6pI1+NS@n}^GrrxXVL<J2+
z`~6Qe{XZybD)<Sm{-R&gwTnK_3C#)4ZEZ9IjZ8d^>!q~dqeZ{${T++0Pej|sj-Z27
zx$l{g&uij&xE1-=cipZHzkk_vCc5*<R9%WfiWGL+<HI^cnk60@Uy&d=$#dsOybt!O
zudiohW=<j!j)1`PQ~pjRjDmrpBE+14E?6fHYZbnef3eZ~wX_E8!~U{EmGpY+tMo6b
zTr0amLE*H=zUxPj&gW40$bssOofFt3_NJ<eGwng=>W%cL^@?9@y+5G#rF2sXy+U3a
zcV3&OK`xSmYtarSi4#}#l^4>CsP1DQ8d?4-wLeb8T)FgVQN?dejlCJIaHl}CJ1kB$
zO~JOAS7oIhXAEYYv`(PtCWUUC{X`En0_T(+9_e9=tThbGJ}mlbhs2uSgLWd6Bm#N^
zLe0K;)Dv4BV+hLO4nhsh0v_lh+(K-YD}4&6jKt5LJx@gqP5i)6L`+-K#DVRc!bFjO
zy;;O1B=RnJd3wG_yvxw7+&VSdQPi-APy1-^m)qI|F-_OQV%~hR?;SOQsN<#EA^S-G
zGf~|qi0+|e_zEPct2gcLBgULhFI_7tE3E<`6-9#@qfiltg|n&n+-sF`#aa0WE(Wo|
z;RWNUGLoIe#oCIBI;<>d*9V~-ixAAc`2SuUHi)ahH+VC!%F=D0j|5sz|9dmS)cSv~
z;B#S3V8ofMe#uN*o*=&C|FW8!-<O>BHq%%c*DD3QT8El9!=#0m_!P;nuoPG$K4^9E
z;f%)w7*#RTu&{=3NR?#$Rm=4P;I5FxHQspFi_OjdR7d>N*o6Oaf%X4>U>3IIzcH}l
zfAv9uQ3CNqGzik!m22Jq3{))Xi9)*(F>xcmDVi(;!5o6#92OQfJ~N{XX@Spv{3@){
zam~(<5tP6XL$$t|O=AR6h<3o?w!EfC@qisSuYj>L1B3!Y_P%Ioiiboi2v_oG+(o;<
zQ$k9Bm`NWgn9<y!vu?@>9n@PkZw`l<oHV=>OkY=5NBlTYn^l0`t@5h=`@}tIgeY@j
z>-sDpA<~pUnt+Jc2Oj!VG!;Y;S`_X>AEa-hs4mYeFNI1Lp-F&HL+$PDgn%XfbO<}f
zD62>_6?!DX$YhAO<B+b8qAeLj@*!kw)Q+mpuZ0np5K05E2^*P&6hMI#ULw>%Oe%u3
zITT7Rja&sl7@ni%%_)}wCHz^SI6HFx8@lx**sc|`Ex+jp1HdHi2^jCA@C%XqT>bvk
z>bNMt4B+Azn5{1!hn6<cOe03b0d(;HixF{r+>$HuAFYUP?{Tek;<2*DwxD~c5iq0*
zL=$!kxQ7}6KWW}@@8b|3pDy0EvF8cD$6QR?xar;vFMWN!{R9i;_Uet67ynUzHtir-
zG>b}HrGINfH1!V-PDHbGZzr5klv!o_H|6DrEZVs5{5ujff9J?g-)yxa4g~9ZDMAC0
zxfQ@gZ)$6$sTpYKUYWW80TawiSJpE86N!Yw2T*zkj-Q2s@e8sjI9a+!*CMLfggFx^
z3r9fE@cNNM+@w+BkNgjb8Tr4W@FkwmR&QV5NIX_Hl=j8N#U)vZKRTL>=8cMy;{%zY
z2@*qaSXSJ*e@*p1Usq|ya3sBX2a-AP=%KS>OMNRwXG=><pU0159zWhbJ11AW{&%}G
zk)B1pge%XFN|zmLiM%|kO?ozn2^Hs15k#{UL)`7oFSkj*X6P$oO5B_Nrzz3x^QyQu
zGjz`J9BpfA%6{45;kp0kv~&(<6~6M4>%&Gr{lzPPu~#^p@CB^;S1zaVX3RYxq!q!y
zAjE3o_ibswR2NDe@~W@5_or$5-O94p{)Y7RE^7k1e{qC!mr3aL&ua_5es(8)F6d=f
z>+)TXY##K7!o2HW6y~cbNI%b(W@}yIP%vSph63hi+&3BgLt3s7QyIMRZ+R5EwRT{2
zeC~JO8YYc8pmj7sH?iJTb^GtBUCAQED?ZZ?3V^T;@FlAEz@jKl@GSH)Ou6U|@Fl^-
zn-gpmO0yVZ&88Bb5XBkIH1F+OnML$KTZ(!DnSeUub6&U(gdGR^mUO3*RwMMYv7^5R
zervt3UbL9}J4~)iNy0C<r67b4=^%km3(MdX?+Z`!p@)UF`FtG_hOw~?5WVJ5`Vs&1
zZ@+y{eARpRhP`=m%zF64O4HDhTH$bP8N-$|T~OJ-;&vk8PZ)(!*|%5e2Xf}q6jC0b
zvVr!TGY?;n8sap!RS^hcV^l)jn%sB~cTl(I|4&unTQE=K4jX>{=cz%|Y&%`Abz4so
z5qw)2*stdnbz!HMgST!yP%wT!V#$}E^U@kp%_`)>-&uT{RYyH~k0|Fx<^<7=+s>yc
zSG?6`+D*U_yONpNQpksi(}`U{(_N`+XNPaDUunN!H10gx^opTI-y^VxS#A+E)ODR(
ztUtmod7?zfAw!|sXmM7bp5Z$s333gL@svk$e8=Up&Hmw^{=p<E^qDED(_h2ZqKv+h
z5bHPZcMmVR_)p4xx;F3P742Hn<&gCp9zIYAW1l}qL`p{LRjWt4xl+(WXFB|=?-A}x
z>p%wLW+l{vP~nb@3QwQ8sOz<9>&nG$^ZL^*xwRzhdpxiI4`9fDJBaIVaZP9iGo1|k
z-z^^2X76`u3Qqr(X;R_P?)x84LN<{_f>(q#N(LT*4j==O;DwTJIUQf<$K$`6!FFRN
z)%xqTrOEC}4t<cYPb>B|JD`_Q_!&AD2<1UkDw}$#WBstc%+WfQqIQ`*KM4eoG_+Sq
zY{eY=;E-_b;bCuyaj=~?cY0|LeuGxnUrD<kadVKiFT(PYqMjrnbd^j3i5p^afv-r_
zDX_Wq(WcPV^@N;0C{2xjDt+KO)3EibhxHe2=i_wDzE3!u##|>um%Ek|ENN@#eB<KG
z_J5zn{0lG>r49}n5QD=(%sY3+p_YOb4Xvb@F_tJ-3JX~`WW74?{i2v(P$OjdTB7=i
za;o{X7xR?Kak|LQ&7$fq1xK%(S*m5vcA}Fpj2q{_rS14Dah!pG(xe`}^7^+^6X3_A
zkm<>+1yHx!9Iu-xK6$0|<mebagEfwyT+y>Qb6n9jHjpM%1$dLt^Y_y934s+Ei5D6N
zQW{6vCX$`C({n=2(<z@m!J(?2VwCAbckP{`o9TD{^SLJu9XhmPVB1H#<K~u^A)*B$
z0J_UcEzL>+5x`vZ?B(5!{J>t5l_LTseEU8JEiAU>Tk)ic3LcpX+`(ObfM?MT!?P%7
z9r}ifGWgl0<uoH7r2d>I0vT44_`z239ICkI;GjgA5_b9!wO=Bxb~-F=Y-utfBV(cV
zINqmzq3@;O`0ayMXAF<L?hOr<_hJsAo%PXWBKHRAhq`6^_DffvfLfEBGuIaB0EssV
zA!1u#A*csTaJsJTvpm)9U(I5}o!a*0lh{D+;3h}wmTsLUzvNIEH@kN4<+0A1Sp8Fj
z9QIY)+pa&*I2LEL`?Ks@Kn7ot?<C<1Q&bSa(4qj%8>vF3d*W8NhlcPuIXsJd<L&78
z@Nr+xj6SaHVCX_j)rDHq{Q#=x+x)cE=vi1;3?MMBbat#`U{Hoiw`KS4p?A9Ut3OPB
zc4y62d;VozqI%1_@JjBYOZJTcaop3%4If)&Bj=93o5{>QWFDKHk&#x`!|uXx@!0{X
z`?9uK<`_HoAskmECn6on{W&FcLLqVZboZyleicuL!bv%gpEk$#x}w2X7H|c9N@(l~
zaPZ?lJvr>?>M;4GmH$}`)9sNTOn77<!?M8Up8kd(2$mYL@AN;wmnI$avu=aQwPGey
zUoOv-y=gX?osgHi5!cLQ?8G{iG<4F3?VyBef$H3tL~W5R-;Yz13DkjrCr@1Ttfpw9
z3Y+kNx?}XO?3<cok=DCcr}x`n^2`wbGtSQ5uGICv<D25!Ysg4~UIVp&{DO(mGaQVf
z2P?_2hZ47~GT)|R;|C3-Jovd;^C>V2h3W|gyQ}>23M1if+^Q6{GXEe}<w#Ti<;%16
zouAneB-r<0+n2-+(7wMlOivs%z%?wC^;<dFjxK|FuETfgqE_0q%Q4kWIbvl9z@fuq
zL8V?D&tAW_I!}pRIL30bqPJP}#!^m(_Q@sbEC#yW<oM~Bh-jlfk~k3I$rU7C*Bt$6
zuu7ycorS_6GWih5RX*Sq=WCkUz`Iv$M<!Cx;`^q_oh~T9ATmUR!*L5;TwGl418uLw
zHLd8}CH@KASR^6DNux80ibjB&MRXJopw%G6z9*o98G7B#$RABax-gam{i5#H(AEs#
z2p|I%Q1?xuPr4rh#Un7ux(q)84b};4DZWj-yoixX(*(&Fu}uHhitpbIUi{m54;qnv
zhYkw`ElQYIhPsthVGwKJ7-TFIj>mrd4*(6Es}vW#pFwb3*5dmtMH%7<fp0yZDgnGI
z!-vMJ7~FVCR%$@qYb|vJxD`n=7`jxiVy>gL3cdnor3p)gMk)2b?@2WDkj1CM;KR<7
z{MqZ7u9qoe7mPV*a&*tF`uOpq(Q;|>`M<ckKUx_T2UO}pRM%W&2CV##E==0a8nf)d
z*ys>yn_2Qu*rio}x?f3`6*`9EVyFIWWOV%7#?8bqI1Qgc+KEFwvksj<#O(KSJr5h)
zHEC|P@6g(0fYw6dG9ro>aQ>U7CS~GFxcSYu7|0fPWj^`8bf{0$3LLY+a-qCGfL>R4
zD>3lL7$(9H^#b-!&;=e=>tV`cJqYOgCK6okcGE*D(0L?Dr4NsYLc9_edVOLs%u$sL
z$q;R5C_v8<%<{}~@Hn7b5~gM@(h3f&{2pA?{UK%f!JL0-wUqxnn*ORJN#*yR$*vp3
zqurRSCFX=70J^HZ_Z8kd^mKO{VrS0HcPuC2L6CuW#0~^?96@LjLXH3RycRN-1s&J2
zV7`JzXMpN2xnTN4>LSKy*%9HLw4lR?Pv~vT_cMTQ+pW30PFJRrjB`6j=3v1%CVGII
z`;WPE5H1dIaKxv%U6+M}XD6oJktXVXxK?&Rk}^aWk=2~YOsfveu%I}=#Xn%tNpGpb
z=o0<A8+Kd)m5Omu5Y8S21`gN;XgN*!l1_9gfdf@3mtT>e9xR);Z#O7}srbI;u)7{`
z#~%Zp_LmF8Yhp%|t^7=S#?)<Fbk9=PZrsR6Xq6q9w3q{*f)uoa9Y+mh!pM^+ji2Aq
z(_?5CMtA99o}M0h0HVNs)|hs}WU_uLzI@91hFQ>Za!iN5o4ZCjgvK_kZ0R{(slcNv
z!}Xdp?1C{+j7$T=XJ}mG5)Mn4Y9&M9q_Er<kYHA>8(}Y~p42^$Fx4n)naV2ZfzE%-
zhO_R!g6Lob>k`Hbl2L--dUA%dvEcQvzw9puHCeZTNvI*`0%n(_-<Y-ZYJ4sKeHLF8
zv;z+odHCulAd(A2M@K~kq7K?l(Zeh%UxAnIWJnqr6WCM9Q^a}H9OP~(jfP2DaG=-)
zWJAiwbN2x4qk_m~<p616WiDSAzX^;}fgn~e4h(b3bTwgt@xBW6j%#eqS-dN!iz-QG
z#Z@I{x2tyDeWJRRhl8Us0|w-CypXQ>APw3Cga!l{t~lsq>z`?$N54kw()#zj$Bs1#
zW2Ok!WbN9+fQ7a-@%>Xb;Pb84@e<K%cUg9tfW{dJ_m<yw6OM4b>{d&6@2ilJba{^)
z39eU8RMmwO<pJoL7IYNbpZ_SUo7fA>MD@mFt=gjKk|QLDzrEItG1s*lHegsEakj;b
zqR~Itg(V+?M@|3A_%s+ZjtqqqO&q`oA?tyL@^ic}dswTCKxyr+`U&M~!9%(0yNk2#
zS}a7O9L_j3f!fu8Wk+6{86-oMwc+uB5Jfs$Wwsu@`sRoI<qPnwa5d<|H9<DwIo_hB
zx%kTbmUR7H6g)@%1GsNpO*8>onZJUH*gxx=^9Dv3W0n9M^#II-+?Mkx%CCgDwU7Mf
zyOqyo6jFSRh&nllVYB3l;Y&SBZGmOPN@&Vjv32F-w=6G>F7Kp}H64N`_Li54HjX>>
z*Hz@XU)PW>P%Av);e8eKouWZII`Yg|0?@&>EzsZF`!ez(rc{Dg#B3DMdlO#ya1fkw
zVsZ((5G0VQu9L*JTSx8oZcIVNcE=Rc75k+fgj+P0!maooBp}c9mpGCvDO9ww_XXJ^
z$n~aXj~Kz|_;(!JBID%vcpc6!3k4p`nYTL?Jb4Pgo=Ps9iz9`2b93`Pa%vHn``}o5
z$Re`zwKH<yw3NG&pL?U*-Mi<Xg>=jA;Io<>L?VW+y`HQ7uqO!9H<rDRp3etaUTY|6
z8<fFW*tq?d6LRmSc7v^jl%)}q+&LTf!O>q^?KTT5D}{<Hj|S`c+_WCrr+?N%2%@YM
z(imy=0T|rZ*O#@wi0`<TY^F8zx}t$D00>N7$%7|pe*vV>lB`I-5*pTl^gLi`<3K3P
z!2mi1Y)dBUG@{0Uy_lVJj!uR}i4$`bY;W8Y(j%m?ip;9QykFAQ6OZ_hoa%o@q%xe>
zNa=%fKtMpvaIPY5hB_`CL2^vQ{rFz=HiOVmsquCUA?5itX{h`xhxYAz_J-ecV@|lK
z)C|}>B27>upuk}C(ZFVOx5G%E?bO!D3m^{bhQGq(;K#oIXnNLcKCf^K!*DL3lE8#8
z*8wmbCTd11`TyD8dQEVC_8;7>0)r={+-KknAf2Naq4^HYKn-||Fd1{8oFNthDB@En
zssw5BwQ2DlfxeSFwxP3{OfSK_8cgXyU9O^{9Dg2`<2pF9S#q2&QtIGa3R>og4e50m
z@mG+R5YzD>h90bpuhSRCn<80!=T;1?d7rFrv^@+7ah5Gr@FjW~@mGNmZwNcRrVS?0
z8vE|V$Z#zSr}fU=@=RK8@K_8WMAe}$$p&M|{F*~lx7LpB4TW2TkYZ#~2_dp!#73SX
z^L@{sKQCA0ycp!TC)RKbWZfjXsYova>4x~D-HY4<Yy?WElYxYWOr%9BldyX7Vx7#_
zKYoMuapGRVgcE9Iep<uCLZFXAZQNWtYx64c=NP4x;k@X86s-lfhA+m$=`zGtNd9MS
zbhqTSp<v>J##q!SSf->9eq=Gs4hF(Rv_Ftey5DK`%dB2m4$T>cj|kaIddDy<h*&3J
z`}rh1ZHaLrXb-ud%dna49bvvOAB0StQO&=e3J0lH%jr1l?`S(;kJ-prl)V(-eynlL
zTwLnte=w^yBa9p|`I($webr^1)@x?u=N4@85+45z872akRc-%SiV~wcwk}D(*nHz|
zwAD8Ndr)S#z2s?j3*2fu-bEo6b~v3$dq44xKyE*W)6z)#gAjSx(3Q5lG*dK%4JP^f
z;f^;9wLnmKwuFDKG|M(d%W}=5v32Z{BDKjB%2Yz!sKzbRjby$yWu!LH`dXD$M&do<
z^F!J_gkcWwhTDXgsy+-CCEncGxagnlGB>PSCr6CA-5s+r&z&LJG>%-)gMa)D#z2w5
zO|Ss<kDCLYQ6n&7F%G$lXyPnJDpZh+xr;@4{Ky8rXQbTIajMZU76(^*?m%4px@sPQ
zwlTL=Q=EAfF#(<S_Xqq#LPi!U@^f8EiO3y@L0GUz5m}Lt@@6!~e4#U_ri%`+HrBtZ
z)l1JQSSPN#xB30go;Ph#kM5J+L`&0kXE`J!H23U5Ji9%{OQRg+A!IO_eC4fw`>eS5
zAw0A?7h~JPXGZ<k)!#cemXNuS@V=i~CUA{1d+-Qmnw})nYsf9YI*Cc-6f)zhHOm6l
z<B79U?mb^0a+@*8L$6|?K$3p=R{%mEoNJ+L{6%7>!C%12-??j-9ju|G2BI)3*Gh8d
zydLg;!M?sYYxUays*rOp7>QAo!Z7OPg<dhm=!;A^Ttdd(p6Ir>()pa^_ct8&%TxY_
zke&bPvhUUkIB$s!6tJ+XXv^F&jKHPLmfaDodFC6VOCeG_uq@`yF~7bA!GJWHQ|icw
z$a{fXqp=gH5s<n$!0NnRKuu)Yma9k&@)wT?(N#wJ2ujF>1u5Hc2UBMs<TSLLRpy>o
zd`TKTF-!E#4kG}xo}cCg2Kq;A1Z)O;MCbbUQ(Oo8`({45?a39{T|9O}ail;^#qREj
zZngoxT+|iuso4#DrH>&E93M>?hi}?9u9iV;;bXo=7yO~0gEakU;uq0zt=kT3D3I&c
ztxDbIsVYh(Z7Oc6Tg_1woTbKMYWOTn1;O=JmX=jObAZ5z;S-4Mg1xfxGf0LEy~7f2
z8+LrQl!$~*H1Y8^15$re6X}616ZCS(Wv>oSV-MH!R2x8h3Qczji7vi@%cfR2&;c#_
zW$>_e_V()Ie!}I%?26R}$Uh1$qE(|tZPw3PvJLp(LQ+FP!;=;?H#ZlEX{F_44(so;
zq;awu&AxRELlo@KFVO=csYWYr+mh9`ufSU3m`H5GUyp9bl@Y}el+F9g&xnf$V4_ua
z<-$OGa?q|oMD!<Q7&LzFq8#|;m$$6>m&7T%%#2io%eam>-MB&K+#17fZ~+C&1D4Lw
zQF9DA={)5W6YID<y1XdX+1Uxmf+-4*|DV#%HKwUEjN=C~cfrdxHiu@$DO4wQ>>?PV
z4kcO^3aBuMBA2mfVdxy2fR|tcP9s@X!O658xTz$Fpn{4HaV6Hx=n!FI1*=vuQo~h6
zDJr1CevjFweOvaG<}`<%_kG^y^85b}q-Pr7(N9VB1(;-$Z&hRHw0WTEcE%vKqtE?w
z2ZxUwx%$PrjhD8Lo6%zJUTV98QJ}vmE){cO@t=}>o1MQL3U-@LdXHOe#UIzkTwv<i
zHj_-2$yq6BnK{0h8X$)hd7G{rzhgGnhnNh6dY$uI(O7fm+OOxovar~8a#t8`6B&{i
zXo??HdWu1`C=rv?{zNQlInOkV3G+Dz<sXBr{aQK}6aw*A=b78ZF5-*BKKBxIx+41^
z&cm(Zol67Jca8Z*9JsBd;YIuQd6=(L8szh&@+CV@NJyZ@jPwO#Its$?7Ja^UaY2B4
zW5qho@zM@b!qUZuc8S9>S=;2<vzwo?!h#+Z7T<f;=h!NLkjet<HCY&>RQ2d;Q%>R$
z=J}+lF(VVJy1myHfF-@zx&FwPMx!wa`XgC*=4Hq2QrXna_rIYdbyz!b(*2T(%SVsh
zH9Yamgn*M;&@Z{+RDWg`#Ap1;j#X`}mR9sJeyF0vv`Rk3mHC9eD|W|~E#BV@7le3E
zLCgPjCz_xYT@CP*(2@uk-4dFq)#zb>WOuqHytSd=+t^N5MWq#%4gl^U7H$WSjf_57
z&9s`tEd;(W0v{gHqU!UNgE;|^2J$ul)Q>Wddp`ut6ZR33o{BF|GipRbMVNA#cQPpL
z<O^caNokN4VVcEr5jiE;UCVHd;vwb^O=58R9s~_FOBZ`@b1Pus5`^pc<Dnc6E8XQ}
zKW9)7(Gr`k@4G+O`S`B=T`oXF1?;v^xP9>}f~ZCFr4clr^M0aMl5#oaX&2Pqy!jlG
zty<+EbL?1i6}C1UxwIH}a_(*~bXUT~bz=WE0Kxr;oj9!yi9X`Dx>&5S5sw$LPJKSB
zj+R8WDJ=!#B#!Y;>t2Jj(^lGN-K&}h1RBM?q&sr_)!dc<s*<4aBR*tqHZ)+fp!^rd
zjH#gVa?=<oey{(F$*$HaFLK!bz%?*JuU=2r$Le%CFR{&p*%i27EJ-M&R<}1y6yLtH
zV+0poL6|Jv?UcTnO8De6m3B*(g+W~}^`aUjdS3d|zE$!GNt_iMUN4|Yz>CFVoT?IA
zA2D5)3Xyb5%P#WittN{pQ!S@P-aFn`sX9GARw+rMBU1?L14v2@swUaP6xPOJNFU_Y
z(dM;{zYrm`R)ETwrFPDm8S~0ilF$)dEGlnsMt;uK*)e}ccUL(^X@g#}k;H<h^UL@4
z_D+LBcJsXA8aQ3JNohihA`Dl<B7r!#vS3D9QvU8PzRaXD1$O4r9)O9AOdi0y&QmMw
zK5{z4&sn!?UO#?82E%mM&0B^kwVPyVHDcX*NQBpdL5~>G$WJQ1XsvD9(9j=MfZQJT
za%k<I2j2P@c6x39M5C#?>mjC;XLi-KMn4h^q-TT6o|l=7l@t>OVugA5bg+JuM1s_S
zg~7q!sdlUzvjIc1cg9Yt{~*^Z&PFPH{ep`kmt;#tM1+@RElyKtl||Bv6_=_11Rg9?
zyoWT0Yk#2kQ9Ul2UXwa;gmO^&noV0AMMq#mMfWlA*fLc1${Um0F<nIab6SQ^#chV%
zT%+n4V#?7UU3W+06PgEe7vFO0H6?r;qp~Pp(XatEr}Nr`4));M1!gSpdkJTqbmOL6
za>i#pdze>5x_8a7%qQnL@rF`9J7mdhrHgiJ;Pf70jk~jk%+L+Tbm!cee}&Xqmi~^O
z3fwn9D!-T$sfne#k8%>q@L2pYi6M&`Y7F><&(vBeG%_xlMxKg+{0g66gp+QiJtdNo
zU$QBlN?l?m!V7k>Y-W)CNFL?XCg(tZe+M&bVL5T~8HzepV=!V)#hVs1NZhSN*z^d#
zHDl%3F_Bj{F~=)sK^~xMAZ|R|MCwK3EaHaHq#3-7#E*i;P#LFO7RhpOp5WlPD~JNr
zO4=QF>pXT@QAB8QK%-<JJT2;*<`Vrj;b4OIoMfWMB90vlw5-G8O_hF}GR5e~lPNk7
tWR*1}x|EFlhiv;-$Chd8e?aD+W-Y6j^GCmHPZ*ae+MorR^0}XH{2OP(@V@{6

literal 0
HcmV?d00001

diff --git a/_images/29b091461164159f2d8b6fbf0e496fbb3eadcd73ca32ed354b6eb32175a69a53.png b/_images/29b091461164159f2d8b6fbf0e496fbb3eadcd73ca32ed354b6eb32175a69a53.png
deleted file mode 100644
index d85689351ca849cfbbb89258fae4a03be170d61f..0000000000000000000000000000000000000000
GIT binary patch
literal 0
HcmV?d00001

literal 76035
zcmb@ucQ}`A95-xbB(scEHc66{k!-TELPD~WkX1>tx9lWJGLjLpl3B8%Av+0WBq1VM
ziJs5Z{XEb6yvKXI$MOF0I)3+kcZ=Wey3Xr7zvpLt&q#e;b-Jw_TS-Vr=rlD{4M<2x
zEAdYaH6^|iMMEut{~W!1+~l&MtNrDx)*k0bbgVDCIlEqVzF@=cdCud~1y`5DqDMu=
zMYtU<Uv|4BbMWBB|NR4^t{&$P^5~Ke;7w@UG)ym%kT6&i|B&V><X#{lB_YvNRWkCr
z_dV^Z&yFjbe=P^kNDlC)e$QD^R;GSN!9$^668w7KWQX7FV<&eUKY6mlbHwyrkmb>5
z<wN<oxw#)oNCcm7$A>U#>^*0Awdd)Ic)fzh;behVIkVY^I$CYH;)e(Bbi8}_Zf4QX
z|5NC3Mha3&;w$U|#q}(z7yrIST-n`it?-rNDK_?!_?FnLRdY-rzN|ksMC>BRSJRVV
zCaM2^k&4e{8}ZdcuQtR^eC6zkt~w-!FYROhw>MHeT=~g+zljK|=iJcL(x3Zs*I(F_
z3OX3!S9cM=`jRwLKZ4EDhsmtSGb_CDg`3g~d{~ooiT9GDP?Fa752d#M=eJ*sy3OY*
zY|ywqUlTMlGZXZd#v5_|d!xvunSR^l?*m@Hr*ijt3;pl!ClK$><+sWsynp|H-{<)E
z^9d7gl5N}XN_c%QZ590Y^Bi-k3;}_o%C?j5(o*EEOLlj6|MwTHFFkCn*w2@hmAQ?_
zNR7oveM<S3iCaBG+-eHRecxqMFWLK%oRk<MVt5aA1rtMQWi`JydgA}b!TkUJRB}xB
zkv9pI49<T0_AQ{nDxk|D<dt1em&32$_4qGdZzh6T#{*l(8#)yJM*sfpJ><JGJmMy8
zRX%`MyaqotHFbcI@WV~HzkjW*t?_>;-{RiA5ECHgL?#1;QpSS^<QOKEGiP>v{P?l+
z)2F#52PY>LJv{~!k@xXI{0SP|%#lJ&Q86*0EjEGLg5*&x#0TPIb#qlNU0TdgzHo$N
z)U%c+NsEbzsp|*R&Yh7F5!C#Gg1mx)l)LHAXXy!$H-$9*x@23$eTaQqUQy9;9UYze
z@CGYIBcmNzSy^=<<32nzw6wcQBc#)GzYo{4C7<=&=_UKA<g+>>#S^mw0*@!74y?Hv
z8g7@~O@A{nG2!mrk3X1LSt(hgB)WTAUWiTLW~|Lr7%4E5^bHJx#>Q-Ru(6Hz<{LV=
zx~gkvP-6o8rcw0p5O20QbYOgEQB{oH-<X&f3!AfN&&J%n%kkvtQ)R(K>-UAGDN?SS
zU*DxgU0eLhBO#Gg`s=?1p}ik(?e_DFrdHdHsHm>t;h5;?ZEsVh7#6>_H{CmWNzC@;
zwve!}*!9(KtWuUK+Je3B-)B8}a!W?);lqb`94Uv-(_iuX+MXKz>(}Ly0qwe-O}(K^
zQepdaa93NmZp~9SG)zp6Z^t_h3=BLmwc$I*+j5cHT$Bxy{h1&+-i0x$rLDca<p#_C
z5}TH-cJ}t-Hmzb0i96To8XEd8U@x4sb#byI*QN19vS_H0aN0L(`qy^bD+AqR(u9PC
zv)(Nv@TvcfJgcTg$>+H(kytx|5~9hp>T#ScQlEW-UF$bkmzI`@0WdB!39PHD(>!QD
zd6=bn)@L_874AAAJw2|mQ5kop%$vY1CB?S?^kY?BU3z}zSE>w&*7rshybNt(ZsV>r
z!!3$i^%OQju(~O)ugq<UYi(jVZ63J4xQ?0lB`d2DRR;H7?c?s`-sG2h9VITy?4b?{
z7<LKob0lWj;B1(_P>2S9kOn_l@*6vLovU`@J8x-CWXIN>!~Gg`e*AdjVErHF&pwNE
z^qjI0Po5kxzc!InHT|fd#BH=ubDWHinv6c2Tr!moFZ@9?`OOUG=(EjbFWKJfS7i2(
za0>}hi?Bv{yH%S{H;lT~ZGQEr9$8#tq^4lp8j639`^kSC9L(&QV&vqcFE#mo#jt#E
z)=0b-SEnz88{p11*r&?dRTY~UXn{*_u~AZ2r@~e8^70CLYXmn&>}m?h?4Mak|NDoE
z%m2?I`aLos=ib~Noh~STnRMDBvbnjLW@lp0RLFpH7*_FsbB=1X&xcu0lyuSL6EyAm
zjjCIju++L7R8O5^!HlHEZ3J;+jDORNt@$SgO}j~xkdOriFdzHL!y3iJ$QTe1Kr+AP
zQ{Vn**hR|G(GeFeZx@n}g=$e8uA3W-e=Bk;VlgPIs5DG2ZisV+MdsGl?%K0wPohjr
z$O4yG^nQGX!k>9^`QP98d{&09wzajr_`B}^mx0UoS65X#*{gxv2CIyae-}FMB}+j;
zp~#z{D6~UaH2HcY^*)CO4O5r19zEKs_0Yq}MKi9Iymt7L-sOvuyS%-<t;Fx3AiWr0
z$h&Fb%Vm&%x!E|qXNn@g`uIJMYICd|-XlkLxK!?vNuwVg9wthVq9Td1vNGfD-LfNV
zGpK%MMPV2(6A?9M=kFO#*V59`zRk^r^*KI#$+~CHY=xW>Bk^0OPqSgwkdcuwvawNR
z>T6sa_o(jd?WIW5rDBZ=9T~C8X?!EbUA!f?=jeqF7VLgcP&c;H(k^uPZ*EWb-#ki2
zPVP=@4g=@YTcUR!c2IbVhf_$?oyG0y`GrqX@;37ke>1twuy%Vxr!&DyX6e46XNruQ
z9F7EWQ&Uh<qK=%58{PUzqk|^ADKq39MkF_v3U$W8(NS4npAn<av||T_WNOU)`<zFl
zr1(Td>6s%bIASOzBqUOfUiuo4Nb;a7B0ioG!%NJoBI5@+Ih1$q+_@E+XI#+L)fE^L
zLV*YUq@p78>C^Z7i!z@-=hV&Jo}Zu3O-+WXrk`)L{p-;bVeR*y)h)5HWzZEFNBM6q
zrhj;LT?&isas8&Z&tkh&+pAZZv#q0-Wr%V%H|L`DR+f_i(;BlFRXP679h!V2nG5Id
z*@m``pKR=73*yEz6v}jUad|mVetvYpOQ?aCh9=NlbY<OaXIyKra%KQt?e;2HuS%g>
zW*FpiC%?fOAS!jWIXy{4R1_wm`svgC0jwKqW81m7;tX?j8?3|>MUxFBl=*mh^A;KL
z&7NF6mE0a4etrt$0v5_((!=&|Gen+$_+Wy{!z&|m*ZqO6J8o<K*zx1Xy=ICk=kcVh
z-`zX<;pxR)lFlC#Pq-;r9-5h+#s(Fv%8Tn$zkK<K_~FA$?CjDP$P5ITS)-1#T#k*6
zrJPrIbNe23Z-4)T?CcPkaF6PtA8FJf$~=xvP6^4$R7qM}QrjsD`nIx0ZAsHr-!h2D
z+vqI0KGa`S`DtsKZus9nlM20NLY*_4o-%0`2^E-lc$9*PG(0>!VyW$@`xcM2J+7Az
zXctuZ&NonbjRaEVkvv$u;OwlbtV~A2eeBpSRQ4w^6F%4j;_;CrRllbTO3!!PcR%)2
z!MZu7;UH>)&q52E7ao}V@^{lAJUMB<Khl6Of4p~N)E_?<z3l0^yuCa-n;)x4oXMLn
z;JY&;BcmdXg(Vv{xINl}+j;r;tSihK?8~18*?Io>6jOAjQn{edpwUMB4%S!n!xPC_
z85sdGtk-&Eug>lE@bCZ*pbu3h&F!JVx+yi;hM~afnV)xalivNo`Kh&U?CsmEn1ovQ
z+O9M%_M@zFF5T^!`ab!SpYQami-LDI)>jA&=Qogyl5Q^AI@Ob#aPOY%H_tCu%daik
z<F4v=U*{!uFKvekv%01CXNWt*$_UX(l^nf&#zjeAKmK#<sGD>~mqVV!4$<T&e7f3O
zhpb{+rf+9I^B!-tFK-xM2>6G8tk-@{h~3e~HrF`T5=BZ9&cGFBkl(y8-fCSwkVg{x
z=Z{bG%a^?S_R)}J7zsa%-Jkr1Y1b}VJi^#m`qyRCwQ+&m!54rMa?(O|ADjLT_FZ4*
z5fy!xTS7{b-Vtt)kIm?A_n73f#}r}i51u{S6DRwVdTeaWZR7>1&+2G+-lIp28!MlG
zuvs6zqb-dgjNN@S2xXt?%9SheS`V?(8U&KfgRr`}F@c$$x(5_$bV>QgJaNI3$utr!
zb^R<~WiHA{5f~IiX70Pxr=g+oqPTujYc{vIwg8XDLj^_BXMMIZ;>L}}=f3MDm!}Ng
zrYmqU$ggtO)YhJ~u!sfrV~<gD9w^%)erH=|W~SGd1a+%Y6RXNW;H7Dnc1<%oZ0}V+
zU+-tyy?a}vYLJA}`;qz4CX#^ddv&?@@2CCj|5whw{q7dv_?9TP2ag`Tev@^~;|ule
z17|1`G(u8R*oXZ8ZdlA2)DFjnbNR8KJb4oM(&ULlLUPO2Uo||owzk-bO8qvxFJHYH
zH(gtWhg#|~Ec0hd&p!y2L0hn?yhENg`AsOMA1{_SYMIyHjg|FhD>KFQFHfC5yM;vB
z_xF*XKYwxqOtP~_0EA`c<vAGH-Yo=|5#ybnnQ`xsTj4%*h^eoyZ*^@loxmg&PW`dh
z-aD6?=o=aaTl%eSSzBBC_Wipm(4}#)MGVV+V{SRQJq-;FhP(z&GAdioVq-y(F9nL)
zE$hW-U%nGXhKhdoi?VZXN_^HlzD!P%f4dU7N5StNbLI1r0cUCoGLs_Xx<5bPtWGNY
zjSQw@$f~GdaecPLYX9yY4Sjg<>|o{ivz1RxXI!6!@~OvW;BSF?LRERElEq(4E@GOx
zefC{xaH$;c%v2FNaG)heCp9mFrJKX&TW0wD>;1(eUtT4~zq0ef|K=?{t*MbIJX_1!
zZ*l#=>({S|@;2I*!1v+Fh3!`giPZrrwfd_^@1(JD7~L*OtJ#kg0M%Pab}RVpzB=Si
zC3*2<NO!lvmx+l{j1bq-+TV#}%g*=j!&JiQNBd4&w)E&J#O!}uMTQ|EO37UHBqzZd
z94=hQ{4~DcH9vgyGl5emNrt?}V<KW>b7UNx2cKTlI`wuZD+PIz81axw-N)5}IwrSE
zee&XS|N3@k{r7&C%I$P?bj_np;gOiScZEbm`0w7mOC8=cn!KSW2@FZpwS7x#g~t0a
zb(Bns-jiDT17*-eswxB6XVuoGj(Ak7Uc7i<VWs|WTGh9#DC*=l$9GG+1&}D_83|*5
z<yBBfCs9Pfz@Nw3r9ShMFz(g8$1TE2+x6jt1}-v2UuXw~5~HfGuN)I6r>^Wm^LABD
zO&a&#zb=gRTlx!NxkUnn-b5J-X&NQ)wZ!A6PbGPe9=$_sAJ&qoksm*rWfc}iyVVX`
z*m|u^B-13mQpLg=!%_*+7vh&+|9+VG^w?u_+;cTEqQxE8SLdyR+U>U+7bIcpr3i20
zF*|eS*;CUBN0x;TwsB0jo?TKd{Gzqr#f$qfGTyvGLJpmmK6Q2~l5p#$$xJN$IZ!#I
z+}zS~GCdIYc;G;c$y4W@OO<aXc=?%W7K;5hqP*w6bv;n^@{(SX&o|QY!Cn%~nJ)Vt
zPg8EhN#*SJL{j_qn1;PcNl9K~k$dNx7!*dH4!WoSI<mA#m<_o|9pRuO_T(-HMy#uE
z-yBdpK2Lt!+VsT^i~@TVN@tL9!Er}N;hQ&azL@Y>2v_(+3W&8jm75+PAFsHj=$;<d
zjVdn_1sSQZurN1kR6<fxD9R_v-+~DDR|3gI2|54n9%*=!65eGSCAn_8JRM0ybhN6S
z9e=<liD$KQHMDUGo6^g3!%<P9HPp}(oD>+EvW`dTpFK;5?FE;Wotyihtc+Q)c>Qr<
z;Wh#|SI8}Vek6{Gl~-IGJ~*r9==i8#e%A9?g|V@zDIpbHfA-w&74x6f@wf*vpC>E1
z41{(7MhPxS-LcfTe=MV4;93jIY5gCAW#?%9R%$<w0+H_}>H?OIzEft;7Vsd-?CR>B
z;44Qqmx}#I@njW!eK%6}N5luxfU1HPU=gUPsfB%3Y2W!W`O6nORdsbf1qCj%BG&5a
zY82UsxHxrf?QQSw%SB=RTM@ev`!-;8u#1i5rpd)aPVYsge@st1GX5>1Pq}$hS*~Nk
z<IwqcyB}GVx7$DH-u1g?uc-*@Q<vczyIiVBiAwCZxprRUY|W11x}RI;YJbQ()&c=x
z6Qf@pz=l5eeBFhp#v2wO=EqG<cVYp7qODKpbYD5kuw(RS=OsHGLz306sjelLCUvKO
zC~Pjot<JjoNByY(%SmAT`+mPK_&{OVQ1udSDy%-_MW8^UtY5fr0X0wh`m%`U>_-Vl
z>qReFhl>|mx*n*X)Ym6L?GL48v*~+uN<&ZYe8|PSKrQM^{%1;Uwk-YmIq_xz#RWB+
zI@#QV<`iA%wuQY94u)gGQ$rjeip|n)B}Sox2i3u#Ft;BS6r2PeJm|{}tzc#762tR9
zKTpX1>QwPUU3g~kW7n^&KF5=WhAOAt-8ptu6!R|r-o2q8pfCFp2t{N?W+$BtsCTh@
zy1#Z!eo;}V*2BgYHp}lzKA3}?KJ!X{{w#J>eZA{MxlQ@bYq8tA$OArQ_n{K(Apmiy
z*MiM%Iqw~pP{5Wpoh5e}3A1o;a6p^Fln+>2oK)dvTy^i=mKa)BCp&cg$1_lAaPWus
zJ3z!y!vXLJ&<56&prLAN0uW9aY;D3bnJVS_@?F}ogqt^mK=<na>5O#RFuOy-!wK*(
zF)=|+M|T{{g7exJCUftphZ;IMp;&!>etz{gT|4C0MZgj=^@Zk}x9b5M+YZ-UAqi0D
z^4$@|cJL)WcfR)X20<EFSXe$(x^m$;h4%Iu5!JeC?Q7}+HWVx1VeEm;f#g(Tn0w}a
zYZFy}H`hx68;E_3K$*moiuovTl;ip4Z>K_wXLoN1R+trisJXKLaqXN8KR<uQ!-re;
z>fLXy=(jlLV#~q6?q2(1!AsWb$Fr6BFNu1*l9H^JfGPn@7n@qF#4?^fWxaUuV*Hy4
zLUG%%b<6fq>GoG|-URnK9{2W^N#dgVbt4sQ*39f~@{*nfgF*hSvQLqJZ&U3m6kAeZ
zkPBH}_8jtfa{wf<YGZkjfDzx8yh)z9v{zM03+>nniDvBkKzZlPQq{_*>s{U5K`&k?
z65FKz+8fKd<yy>g=TCJzD=I38&wswLd`8&J1A>mU*F5)quQ3{tGf%fsC~*S<;_1sR
zZLWOw=YnJ=%jx}%hme0T%nM^JRbw~yLng*B*Zz1Om7DIzp(nTW4@MAseD&o0#nybT
zn<(NOl|vr1OHwFyU^_0)*X$jRaI{T$m|tp_@cMe^{L6E)<6C-uekIGnTEO)lME$k!
zTRUfdeYWBOYbK~)Z*Ol#d3mB%?>Y0>jXO8mwLp_G_lR2S^db%lThk~6k=$-_2w{1}
zn&ku0U%wKt8N$J@6MQ_2b5G1J*2~=6PG{;j1EI_Ik-qZ#ug(`PEZn`kjjHU)fZ{~u
z%bC0Ev~TYYZqdLs61%*J<@4Q6?+cZVAK!v!T*LHPHR3O8t{gC4?4Dzk`9?RQ4nAjx
z{uEtuD4Ja|RY%~);+hYj54OKY;h!`TH25`6oKOL-!oCi$rBcy$NBGN^FWh_gp6~tf
zV`{3Qp!m5Auk|sXRWT6oI$qUW-sm$w$r{HOMt=DJJ@)kCU>Jcc3k#jw3}nfb{#5E2
zW48w$VBWsH)NNEb=Y~wMCCVxE7ZlxF0_OqVDU0~-gp`_yU~t>)#0k=yl|{BS)W+ay
zJY@jZlrW8t2nHZOf1`Uxn9b&&HKWY0`LdelnrF#IfvWyZmVtpt;&Gq0xHgd|B2i%$
z^ZK<G;5NU206@M=Z_Kfs>^@zmzueQ^``z={chB`a)mZGknBN}NyRiWfwU7YDajl2<
z^#@m*&*cf;-&Evh*7;DnL38Q!-LEO__OhF+<3!Oay)t7=fF+|P_S%{n{gWq2A>v?h
zHn+Cw)$&$sOWY3jnbZR`Ut(4SSr=*(pNq(T?54MGt4XNOPERZQ_{ff5NeL4hlZ-iv
zk#wn@mBjqNb^CVg2RTv_?`NFY<)M72LC!pNEhx~sjwdncRaQHcF3;LMyb09iqE|og
zw%U~DiH;mNaDXVb;J;ry*0P_Bv8z#CO1>Kg75}x_b<BtoAZ(_qX_Be!U@*#%fSH+@
z#jq_2suw{TMjd=%Uw%zaqyNr7iJ4T1vA1b_L9w8Zj0B1a=p^yN2T_40gC;?<Q{)cN
z7s}=&3$)TY^9IV2enB5<CZx-Vn3&nq^C``a6$Ew$p+?a>bm)+gKE;Jsr%s<%5!%5k
zEuG?M=2Skw$jTaqHBa*Fly0=zgZ}5Q`m4=F$HvD&TcTgSR0H~Zc_UQ~!_zK}nM({0
zQCG9GDX??#dDp+0P`+|S0#t#Cg(dV<f$_Bp=4wWuIWdly4b_=H^)x{waji3Zm4SXY
zLZbdaM$ekQR5swO_3QW63@keERpWvsW^IyN^Ghss&;3t4?AE+vqgX>aJ~qakpaBR)
z@QgbUbfqmIaRn*{K&yd}!%)?MVo&mHI~`baf(Aw6t1o@NyS~kCXJcVGzTvw`!Gm28
zGLD0bi`unoM{R6u7&$mzo46b9RvXHp!HDR|E>L{BHko$P)X9$G3nUhTO@WWpOYTl9
ztQvMfIV4_}W$+?a<jt3BjqcAgqI-FvJ`m4ORkb-nwQYQ1n@|ZR17&c-%u&$1j0|op
z9K0yDY|*Kb$N~gpWmT(4jr=Fa<o+yqm+QJK^?A{m-`y*J7S?=lE5Ysdc+UD=Ns7fO
zbXOi@_%SasdZr-hWb`>Qv9U>wPR3aO!Xuy~*bJT25XK-L*RA$|2@o(4(!RaDVAg{N
zxf6v+JH(-#Y&ad^XqfQW$3qkls9?=D3)wPM*l~Fi9NMh7Yln3spI`%2Q6Wb)XtpU$
z{_x7K%)QqAx-2IaSMj?+Kzuk@7CH*8-qFyiupl6h>Cb7)r^lg~{`&PR03wxyFjeX;
z;!g2b#^&bcyP+Tc5myUa2xY3=w@r!B3j{h}sI8UD-$(T}#Z-{9gM%V|idDo!Y~NY4
z2LRvGlzKPrbU9GOwLWl}$9w`QV~kWy)M|SfgsH8ZIj{AxVsQ3Wic^Kz5lP8Ln^OHC
zHfR=*6+=QoqCYV2p|_(7SS&uk8P{LjwqW(-$rF&lE1msI-f|!X)|G=@pFZhU3!~O!
z4Wb00-e9LzxzfwIt=c>m!rrv`&KNb+c<rgBceG4uLz{1)HQiuP_``V2^ZN@_(7ef&
z?*qZWy-*ynWY`G}%DstBO27ECTNB;t_wtU;&dz|<Rj=ta{A=iPkIs|6xSpxYtHVG1
z!fjh)M}hHP0H~?|+63`|bwO!U%Kql|fmBve4N&uU?{xF}9I=@}(V?KCQV~p4$~V$I
z#<NS5ERbY$bd;KbA@}|z>D{+NbNgqyIy*^ndm<ss;CTooz1G~W*!$^ItkZi-x~MDP
z#$InKim+ytm2s4omZAgzz^k7-CjfpCcFNHao)cl%p#s_0Eq`<hc3A;g9e=eqUDei>
z&%nT7ek|(XSlJs<70d}J99YZ~6J>pl6?p{(O@G!Ft&eb=JbPAd#IL-(Jhz?yiip_Q
zd&s^29LTGmeWikegP&Q@Qd7Uc&jPoO2)Jz7vLzxiQb|dP)aBWdF^MAH7jVz`vAO0O
zX}x>WfzTj0AvG#qxUjFWu`z7J!ejX(#8xbH7+LmOpT8Fw@5e3<0afPMF&^ef2uX+h
zH+}Hj#mZ-uuwPjO!L9=D!B24P+C@-KVgNJsqX!PC=fuL=DxOT!oh)%_gv8BSu;=fG
zhcBXcc%RKrs-PdL(<FpEz<XtGMs5(mM=s24Z0Zs`dm<9|>WzT`7M!-M2?V8Xei^f?
z)V7u0+`WZm6)3C(0?Vyix1huSrxo*wh`c>N-TwB@;dRqN?MJ!?-<p1Fn(ixbpBp*~
z50;#Oz3b2JCntx)K)Lz57Gw*x0)Tayxf0qFqz)0&vgYD(7$^j=B7ol5o%8n_AOfjf
zUUY%L4zht|RpK%6TJy|&FPpDxqhkdJb|utPec`0Gw{KMy6<^$9orw%;u|dg;@aX^O
zEa}*-fBG~P6h)}1^x=oI?ulnyeWuTwp#O<s#Q(FcrIUw{efIpJtM6AW%TX1e3_&(?
zaBzU-sp#zNtZ?$s9qp=xm%A1~g~l*ZR;oJ)5bxCgxaED(8B!9cLc9CaCcD(Rj)PfX
zRrNY9WemRwwBWIAcD72naFGiHY4caE!YEXO-D1l74<2NIgamt#iUfMkcvh5X<LjjT
zm??@Elc6aIoVdMuN*3PZ<C<yVI()FS+XxA#-|DC}ZR)U#`pJ__S|?5%y7X0B#H7SZ
zi)PorwleV5_2t<n$RE(W6Tly!uUQS0ozu|N3^Wox7t*dr9ZHaV>#nTh1ixqTv4J`#
z#%?8<3Y9ag&tV4%P&4LMS6|<jg1#F$If7V&!ro<>nGG{ilM7yim{)3|cIwC-`k<ho
z_=E&fkTD2Ee#cV)$t?(sZ}QB0DSlnX^Sep?EU<4d);sC9G-uW0$CVy*VLM;_p<=Em
zcGI78roXrqXnFxM(m0@5ZNC#t!!79@>R29<E<+KR3SYi{wfR(c?c4NpmYE_UltEhx
z|NPPjth?ZG%~mXx7x{*{zpJ%<mCT&*@C{#^VbXvS!-oVBfRsZ_hj;J7%tdnr<^!#*
zQ0|gAco?ZiJZtl<=&*Id=t^qkaQ0wgW`@ldigF|zc}zec)Z@f`fAXu?)AI62=IaA)
zy@CdtJ9NwLc@`u@VDcL`Z!+JLz2;%EezKr%LwITbj;*L!(?3v!BU)?#5w8_Zt~@L(
zEd0C*f$nG-gM^NC^F<O1pM~Rv=GDw7rX~H0sCu-lA{ouIBMrd>>A}@O_tpo+4dRAh
zbR;J%-FKk&>OsHt!Ou25IXYg;1Lwmp79CB~y_J-N(S+RL^g3ka*lv1km?{qq8XPNN
zPH-GOdK7zxq0OJ3J>ow>hLri4Pb#0UFeBu5D1noURQG)DarJg5FZP^<lJd19ogu@&
zdr4Kr>=d9I1X}oNAL_0hUY;GCTzO>+<OYsRb<s5O{{6Wtekq^Z{#xNy+T_p2$t|;2
z#H!uIN(N!v22Ke;nF5j=@F}(l3Mk$OH5ck^SISF8Mhb#_$S%G;ygK-K^D9fU_zn~y
z_$T-g!$#t{!E?KnB$)UL{5ra=O~YQ!`eqa0->4fm9vG}qH|e~ghRnk1d|fz*ut)$@
z_FTSvS$~Brqd&>-TPM%=j}^3VSkpi3PtwBnQ9OBsBj&UycjsWfEO1XzQ4u+184QE3
zQsUHaO?QT*9lL4+e_+G@*0pQbyf)V+7f|{~une<AKO)aDo_6&U;O4D$k0&3TC5M2D
z+B!N~8-l40xqhm%eip|~E$n<$LV{)AzI}<mUyi}z10jS0jvpq3ekrL+%QgP6R}7}T
zDZm8+&8R8o+I1>wQku?AZjWjqXmUbI3Uv@SBWwW9xbQ)jTDqyJDX(8$>Qql`l0{5|
z$f@Yz)^KLrAFOo!9H8U?$rAH1<yT_wD@s0>;CP5%yIkv-T<aFX`WNxk!C43g1A?QT
ze#b%cDn_8+)!#G4gajD#y9z79q~1>s*LUN_jo<BGC^5Pt;BB2#mrcs-B0JnBB3}Yc
zOfh2?XliOgaI$~jl|y5vezE&5oM*^MMtk0MnQ<gl{Gu|BZ-rt9NZV8+sG_Xw27N0d
zKc5CQcwu3Ih<wn|J$zqJkWwss>(<ykBmoE(@WHVs#3a%BKOThe1I4fL*pIp%*S}Z_
z@C!CX<T9=Xc|B*mBz<q6L_!9w+K|sY;KUe2`$cbEp&d5h#{`>3IzUP8AR~1N)RP@M
zc0_wWD|+%|N3x~gQPJnCHs3!zyZ+&D1wh#j78V{cF-AP!#4=7!CB|=4Q%cZfD^i{l
zR8MjCNKUcDq-QNaku`ipsjqHlZ-Z~ylrl=WPWxZVB`-CherQ1Rpo=;|<4ECscRWIO
zcXx<BibQ;bI|cReV8bgoD|^#@f(UlL(8{H*rL`5aia_UCxTVjVe0+ReJv}`?*2>R!
zEMFIulk?TO+PTaoVpG;UU@?NLw}Q4pJoVCxgHNqDzR?6J!ZCaF=n)a<K!!zEE0efv
z5awUraxi=VbHyAA5~pH&rkZi1?gQtNb?yjb3yrx!!CBxGecAM8SAue;n+b1!Z*R!s
z$Bz%~xn2e8ib>fxbs2aOepPJV`#kud_#D`*lynq#rdJp5X3)O$NTnd0zN(4aXG)y<
zMTa~GFE)9{LGlD5si~=f<<rgdkSdxDAe&%-7zhIcX4V5{N6xu?+xDxo|D5L2Wu98c
z^%_YVTU*#$$71<ri+uMbX+hP-2!p$XP0aCaA9Zqag6RuDC9!XBTF)M}Awl-C`Gxc8
zzF{y0Y)pQXniWaAk5K@idR)4+clhlqa5k9w;F2J5Ex;0chuL=uvVyS$Dw4>jGt>^#
zN3{@fi%fm#{H(v2;voN4D0xRXc<`AL@*p8#Mz4?WWMgZk9+EzM?Qs_Ewjl2LR)tL_
zBL785osbc>&G=&XXpQ4iht6GAUcUDfV_4IuA`}AXB0yWPWLsA^cluxyxp!>cmjJ5`
z66=HMBy~2h1FRcZ41$S~TJ~I90R-`h@QcTWsxN71Yu`JPKBXMMR7vw<)^nV}f0dlj
zprO=q^YPi5{BVM!4S#a)@b9}Q*qEa5e+jZlh}7bDoU_7P#6r2(`)DZ0aBl?jnpw4r
z_``QV2gnI`j-3p5{>3%E(7^*J3&IY!fWSEe)1022Uq#{$V_+cvs{;9gGy5(l@$yiU
zLAZleU{d8a8gZk&JF<0L2{9ndIz+9A01ML<A*&P%lvl+fW5bCGJWeXQ-DPG)&|x3m
zz45ZSSus<eFxo{}Ay9&jH`<q<EV`zlG<C+}_4q;t#B2;CXB-t66HNC97cVBaj`MJH
z2WYXN-mBa=2v-I2C@AvDQ>UOD_G<3zk{!mrvb%I}whE>O+~3%ya0Z6`Z0)n252~uz
zG3DMQA57ojB9F}xP7?GJk{5-h<%~>Bhc1X{hAkkxNY&onPFVb~+|?c^>FCfAdv8W3
zFbqH?P%<v7`tuB)5e5Vnxz<Bwxa4?%8>*SOVDD%5J=Tzb$b9^m9)<XcuQ7eN%9VA=
zJKBh>u^WtF<Ut%dKYWOQik|)O;UO~h!_ieS+wlnc%`ee`A(Z<6-L$Trg@_Z&r9dCV
zT_;?w$Bzq#!Cqn_Lhw%HMzY;@=}<t~aH(wir(P_r*Z(hR1K|k_83s<#RpB7s7B5V3
zydZ>CkF_B@ld-9Ar=uJ<XJW#BYC-|Q4U}9YJ1pp=G$Cf6>!a%p3~rvftSp?=IN<?p
z<m8^_YqFd$nXr5bVeeE$B#Z)(e*u}xN>3Mf$aSz%!p!w-|2YWZS`P{3!objQua3%x
zDQZ5KaflHu@ObDFUxgr=a?RvyF-VBt#?t8sRbDta{*4>Id@oI-E|u85x=F*eeHf$7
zzKs$x0aQD!sy29UBub1%B&wE5ysn<Up;0Y14R+!u`@Re~OA2^@sfS>Mm-n+zCxl4#
z8~absV`uLRznJx$0h79X;QJ|^aDaFeamYa0>rV$~h4$}%(5#xN|H4@^xMR|=@96K_
zPJD@v+wBj}TF{GkhWxPz->&%zHJptt90mGykS#?lXU@v-1!m~FCD3#M)PNM6Os;I#
z5!{XifpAFJ_wV0n(o0jd1@FmR+3H#A+nv13aUeT>3QEU6y#sdyM*{MN(!aD3ub5a#
zdVCB&8Ii3)VS=;JWWhFlreMKme;0&kq-AhZq@<((VtCyeiBY%UF^w7jV+-{f;f0ew
zP9wi2FVCr*$q30FJ2Sy45%qypo-a|nxCMEarJ3J4Y}qeLAq$O!$xNcYYz;+;3ucn$
zKq^BG1mp3uWitpd-#^!LLGn<7$%v5Fv2VX`85gubAHD$v>ut&*Tjl=J->f!*t%vs%
zN>mQ&nA+KuAk#&W+Md(Q11%a>J#(a8V?Xn&=JS@-L3SfsrnV9h3~Y8pglWf)F9P0%
z0twHH!yjOW$808|n&;2&MMeiqvu~x?)%t5#7$smYszvm4m0jq~1Ryp<b3rS@wOP3L
z3IY=lxhO2ia!Pe_!@s%`n(hd3lvtC4YY@Q$46OB3_d{v#U*9sw`ayY-2e5h>y;DO=
z>uyHEin5s#QRmnW=Dat^;l<jq6GtXV1+RiWq)!c`Hg4V8(Pmf1lw@+(nL6~@661Oe
zB?JzE5nxJ;EX1T>BjHfxOhr{y3efV_KX+cybgaF<*)#PkDqd1Tg2z{lqwsdunLs`z
ze%7o<W!|b}{RsFGeg|PxVeGN;;dpZC%S~xu<e?B@Y}~%IF%e-00AF~%Ueo!xge&sy
zGuLDgf|VSAzr;pLz(OE7{loew(RnZO`y7EvtN{@Ku<n<X>ajVsqhRLdhBF@l<tix=
zgY;rGH&ktC))q#4VRos=)d8B#@Gu=j<MGxw@^7;wMMlD~mgOJ)xNFXEm?Oq$r!<05
zV(fozKJ6xmTT582g|3?2O^3JZi^tETvHXzrp+}8qVwFM)3qc!RFi+yPFcL(b2Md{z
zLh0;z-_RmdK>|b(LcI?V$ts+ye`yDCab_YAo5r;eWIa7xA$XKRX#}I83KAO2DfhAX
z>$oCWKV+p11#xkYAT{}=B8l7{%?UH)a<Ocn%pfbuD<a~ob>m4r6E(&EbYxkc<r^2A
z1errv769cn*^bDtgZx`VgFL9T_?a=A5Y^M~*M~}inj+y27qHhG-W`l{RMT6utl#Js
zlV8~xB}}yOGmRbIE6?)PhagxOzY!#1a_^te)+Un5c=!;6ryVE}W_vSXvobeKL|b6N
zlaUb5%x$chhL9yd<kRM_EKiXvI;|W&_<WU@u-SL8veL^q&F*(okKG-JL}}f%Mape=
zI2nGMIYCh}6lU%QVt#Lm#2@AZ00Lp>)mIJW9LDMa`Xf9x$dJ)$e1!RZ<_r;2K!VHQ
zsJ+VnlX2c8J3e+<hR7vs6m>a3<V6G}pRxga6*w7Y@#1*yvI3DeC1^FQ;}OtCB8$Vd
zIZrj@w?2#X5db;--diQ4FCfqmv3Ex<%w1x4;`ACJMaqnC-@eFd&(^lys$d<aPyT;>
zi94ra;8eA-$?CWms?39V?grTiF)sSrefjkOVnU*#NI0g6zrTx2ECP_&B5=D`HUW<g
zelV8VR1{9aZiD#3PFyK6gpL(=AF()A4iZGOLb$Q1i7Kr#?Q@p}H{-7}aWY&U!vnLP
zabrEvT(~Pj4J|$QhLx}`q_6$tpR51t2Zr|Nt5kj9unSdO>*9?^0@pc~1$cSMuwi4b
z6HdCZ@2RXByZhpH<XQF*wltARg5kCtKUi5=ISxsINIC;Qg-2&)2ZIFMlXiz&Lx%Ek
z|JVDwNU!4#E?qi|IfY$I?CP9(&NvAjJ{9wZ@PP3-u=+8KM(P&<Es@(D^68qfNmKBb
zC)68KlCN*?1Ov;D%~pPXN$iZJCfXC4^tqhp;D$iXLxi0Xz?PHC+DyFqhrMA40?W=r
zRYcpsXi1G*0oFeoo8jX&NS5g*Z(Rn_4=F1Xx3jb3=HapK{*;XbB;-3FqfF@BOiY1<
z2P~Sb_wkUP6a)f7!Du@EG|#%!1bUx*Q8jH~L_~yNONSx!O4!c&k2T63kaVUxJT?-}
z?DD$G+V60LdfPTt2;NXMiIf9poYV!!SGp4H?z{K^;t9KPzWc<%(T`5Wdpy=50TSg2
z^{1C3wOB~YA88y|NP#&yIhv<J)`%STe-1UtFVW6}CM5xyo@rJPwvcK^2DxV{+vDk~
z&t}B-kGZsvbB+T{ELFlo%!<);r8bT0wi6F*v9W%2Q{Y4G)#83XNDSf7xk$dTyg;M@
zFc1rr-f1|o0sR~=7103jxbCOcpUsu}R=Jg-!(Wy$0SItzY;0Vg*S5eY9o`g}mBot~
zkES864a*F}makC_?xmb>WYKxM!7jVF53y=&tDpi<|DpXjxSKxhGu^0B@ZU2|)G)-y
ziRWq!7KZ&tNdC{fO5NhSW4)4uyn!{l@ag&wAeK>tS(+Z7t(|Y<iyK)UbZv!r8RY+W
z{qySP`j7k-=>0?{409SR{H^y-4IXy2(4HxN<07-;g=Z>bu`*R$T*dE1U>XGGJ$}4g
zoz~|lu>9k*9)_EVGp^OLNdVg^u^EmbT!m!N{Gi`P=qo#3ko5>qlrXGA!OJqkstl2=
z|1-#>xwdB;mZktQ3DgCB)0d86cL!xs&h25M3??%7en+2cJ>*rj;UTp$=j1Jo2jJ)9
z7_a>7cLMd88Odz~DE1OEN^!qy^#m(4i)8MIPfmdI%+L|}>^tu3U|sMYI+Q?!<fw+O
zUcY|qq?wsa{^L8N7TdSeL~&Ew)P-D@amU|2$jBfG4GmQ>Qv~uM!jH<CFCYPj-|K?*
zN+cY_@4P+8dJoVQn+Cib!Mg1JHJHhS30+#sgtCW=2{#eB|INA!A?yE(+KQWC@5dL4
zHoNh>?q{-2bJ65!8#z`uz@2@45;?xVTBa@=%o)k2|5!?8*I6riPV=#e<}L5y@33+r
zk?rgp0-|DO_Az_jCi>Ui6l(U$FG7S-`cLnHL94Pg6(5L-Da1DD7SduVs)dG;zmbo9
zJmdk+ke?(V1TwrXE^{R}v<_?gQBFV7@ziB6YHNA<GS<W`jDXrequ|x~Htiarbl+ms
z1gL|iEk<VQ;?pRgo@E;3BUY@CFPN8@6q!z@eTbe*KAMWti^S4rVG9Ps$7Kdd9rSk0
zul-@7-LVhPj$S}OfIUBO*0c5`+DVYdLlWn5H+3q=IOriJP8@s^5sNzZDAofuAs0E6
zJ^OBJJtXn&Hv~SH<?Nt{D`Z1!MZVEi;ON9xM;^JysD03Y-iPH`600M5OoDyeMwZA<
z$}px%Cb(*DvlabgXbWgScZZM52}TOU!nR<2ZJ}k2ew`#{7FZ5W4zu&E{b6wO^(2y1
zYU&_G)KO@@Y%rp1K(&axT+X@m-IT7V2%sa_6Z2xXNv2+G-YzKv^nGi>?g&TzvRsq3
zNTV9>j;%-~h6%X&$a6tM0YF4Fo2zd@lpmEz5Txg{rLP2$5wJe4_8zS)=o3H*=j{3T
zT4T#QtViS+!OLEBKRmH_h)b7|0y``c%=&;6=*2+t5T=p%<0RT`i0z^+L4%(e_6K16
zhuLKswxeZxQ(>mPvYS3F?9Ba#$JsZo-M$<(HB6R>PebH^Q^aLhTt|yg+r<<j<^(gq
zYh$TDeCR3SGhm6(&+k|^pR00mLv#}ppD=dR)Lw=}g~Pc7m51gN{GaJ=8GlW`hZKQ&
z&_<MR0A(UW#c|iA!mR7#$E~367-mFUiwz8AIg2a1|N6H;F_#ri(klLZ0tNJ+1Krfv
z2tqTt(g9cfpY%W~=HM^kPjlw8Eg03K&Y${Q3gA=W7V=&eCGr3vH%1JKts;_!$Rj75
zd-@BZ!0Yg7h+K|EJ8SD}eKPoGCrwNu;Q4{h>UbsgAW==&ao8;jjEihI4(VD$rJyY}
ziT?iG8Kx#gRV-I4Y=GpOoY<!@o8ZHA4h_kU$j7Mh;m=TbAk_l55ivisL`aa{d^2Go
zkoWC*LSjOqefgc=wFfs@C2u~z7%aW}U3`6VUY-zIm7rhu@Gkd|s{ITnxKsV#jUNke
z3F&v<f-m9rXVo1!i7tcfE@EsC!EKNOLy$Wfjw=ldasy!?3mJ8FyAh#k06t^4P8}oC
ziFjbt^z>mG{L1iGKR7REWUk@S!tkf2q1pM%OdEM8bJ1{g_<$Lhh=eI}f2*8p`4{NU
zYxOeO#O>k7F%3Oy)4cDCTJ!Pr3m#y76Yt~?Xcrk7NoaC<dU2my#rIf=NO3_NF!$eB
zs+xIR>xRVU`p|83XKmd&eVTMQ{hn(>OH0e>>cTimTzco+uy0WXc7GTFKZ6)0#B<+(
zrvJT3h**__bV1yZ%KH@Pz7?sz{$J?^L?D2s@+lvDf!GqgFT}49>+4o>^7U$3MD`FQ
z-Z%4-E52XP%!~uUyi@iu7zXslY}vxY%WGr4<?)a6*@ho}bDkF3f!+ZX;iTVBjJA-G
zBF})xDs`l4<E@-y420B*(B?l%{oI$}1^5gRvnLUrZz6Y8A-9`}(1fX}sY;GOCr$O!
zoIb}x*O$N3T&&WfvdgPNp95Y4&dbb4NH#(=;UI#s@1_rDK8O*7bnxhrFydSgj105-
zr4|Mpj(F4XBg&zp2k}URl@IbfXehLzC!d^=S%E#XPJ_C&ct(+Yr{*q3MiP`UC`MOw
zC*7o>*T7~#QaBJ*-NU2IGWOUGS<bjeR5Sse)_h<W*lLaF?-j3Wy19uFkYIW`{{H=U
zh4o8;OqEKjKi?c&fJZk9;akOw8-fv$EQA@|T6A$+wMob1A{Oppp2#$`CE|w9ojV7+
zS>3|o)2(zlZzvlvYFcg3VX;+{=m#lN%Ku_18~tPi#Rt+EAw?AmAs8&w#kZvcBmJN&
zqo#%fu-G6U+g~(?rM`Y=wyR}tGIR;3BS@N(uUZ-j?3??NtytVYj_neGx$GsGnKPN$
zt_P1+4$6s6R=5U4_Brk;v(Y1rm`9I@#xoR)kF8RtQe^4_+_N(?Nr}ky=5l2{-32CC
z_xI#|Ip8a?S2pGlVrJ|f6;Kc~g}r=smcG-e2$(Okw)VQ#87FKHL<bZ4n(*uztVj?O
z(iRNXCIo#lJMn?|!wxmv4^~5zt?NkyKrqV(gm~r<YKIyM3XCotSb#)(jgheW0ZPc`
zyXkW+oAh&grjmbJLmx*>4vN>}UDcaBKe3o#b*9u?$veMapz&q9aXjyFAp-gHH@@*7
zs9NlJI5_)~>+h;MK{}Dw0Y7XeG6#^<*X!(2)l0w;FyHwA&*6o%61^`k&WyBaez%IB
zafOoEs~V1n>jy|rG^bRJhV612zS6%o^nTXUP-0idk4Goi2<V8RKn_r#ZoE%4JiEMn
zJKQH~TG}SKuDSOr>?_RjMSCzHNLzr;LwZ23RA&gyfCkSNB&|-)Cca~<L-+^7d$&wF
zNlPHxV5&rc3x=h=eNHm%O>S!TZDEHhPVk;hz_25@5p1DiE?U`dQ}HqW*#<L3bJv;p
z7unrozZMl96cy1CQIf|R9(1waBNTrUK?8zLAQ%zx_N_J`AptjulnNNpCTUy`@)U0l
z*6$|rsq&kvwg{w?)UOZ!z>Euo$4l~!PK+s16|5L0nS4J7cpRt=p;W$o`*xpU<t<%y
z_hWI$$&=5{&aT3w2p@v}P>vslJoHjJy0BkML_|ati|O=yo7Yk>%s7H_78W)`VEtn;
z6DQi13MNRfKez^1R=2bS(9M(^okADBxWyGh4OsrI6!;B_+>H9lY#bai*(cC?;R^hU
zNOvfv6j~E83BGt74fwQ60@0SNNI6ahfiMas{p097lw?Wi1`h&R<KMeCxM}po)Mc`7
z&oavgoKaU%=g}$|;eCKxlwB!*yvM)OrE=wr?J<S6kR4SZS46XlQKu;~YyYy-&5_%K
z=luUqmXDjHB)Vbh|4babRh7_6aJz(ami-qT9E8yJ2^<-pk|KTa@l;o1#2GFy$5P*Q
zPc#8v)nK!Aa@r3LfJTiQ?xxKW=&S)nK;it?|9hoo%R7kEaNR+B;lCw5zs3uX3As4L
z*udcc(?Ngt?Z5uWG}SinUSDfV3n)ltK|$0s<qywVq-z;>?mX)7x$cc<?KV^z!cW0(
zf=Yp^3C)cBxj{755!3rKJ^(KSR&VfQ2~v<03#Ka;i$OHOzys7kE6I5L_+9a&t#pKH
z7HNO~@2$K4*#atHHw3`Pw#_Xe!IG<&{t_*?^JuN0ulWmW-g;@e&!VHqw49PbcK$_x
z?asO1XPliyUcY$*_PKY%^_B~}`}#rjL{<)a?wYF_r$>HsX!0o<R-kEvXTPg@avoCN
z>QcWY)1Ey#2Wl87&XS$49CU}Mg1i_Ee0ozQYhH-@$ecks2tslJ;Z0}<`4tan_rQKP
zy-1;?nA=127$Q}P3q)_F2xjl^E4A3cgP%$rRaiRC&1i*KrF`q5-WebH^qTj3vpUO)
zUw}5DF--gTVVA+D$eNKtwD0}>h4x@w0BlkBPT#z~X}=RY0cP-b#sz&dQfiOu6WXnO
zi|V1m0)u5i&os#Y738TWKDKQ6$!nYrzroYAiJ1w~#khU@VNs<WcANK%gdyU5jklR_
z4dkm04-W~k!s<yB-x~L%o3Mq93&3ZBkh5}s6M6R$79lb>e27Kia*$jIg4*EcCl9TS
z2@K#IdFZ#Wj!8t@AYYHK|EO<85-eIzevJaLJR-<O&LA5A^P7kv`yJ&3Fa$I~`S;j3
zfNmw!6(k$r&9W6<_xL%SFBpKvap%v^_b5O=iJxo3E{pyxta<mHXCU#TO0$ZZOMj2*
zwfrY%qSX-%<^K%pIrTBmS|Y&=!x}pgG9f$%54yH-Uf;F>2#KPo0)qj+Pjs`xpn=@M
zi<oL-)Gj@>HlHWzoYyE2Fh%5Rh=io=^=sT?BN5+ak$Pw_P<$l@BoF=78TS(s3hNKe
zX{rqgUHt+#Jrdo=YeRSvS!fr9nZv~vrTEYw6B%#fe@d@gi;y9{^j{!99I?=o30{e4
ze+<JlqW1<C4%|=#9J~$8k_?#;dPKV+zJrV(A&@~0!O)KzlQ{`1*3iE4FhyypKSUos
z-jh~?<_s+7{+Vj@)Dhx?eB3_fNUI|p@O^z*&z&DijIJU=IcTY9ji1vfTRZRQI9+w*
z{r9=Kmyi-*GLM~{?1)htfsLZ2rIpb?QwrHvvrn}b>OV5)_;ez34uOb>xRwj$(*7sb
zBj^R@h|>ywo;W?*Wn*w*@9-h;b3)Uo`_+8{P8HF&?>61LkI3f}k@Ngn&g<U~5jk`0
zhEyaY_pi@2{J&`q;j;GuUI&~xJ+iv`<&IjMIxEQ1yhR%YiwT{VNZ21#aREXz%|h=U
zAkmY!H_npV(Gw;Bjbx)tp`cF-#z8tPcwVr@j6nd&F=)R$D3r>e<@LJ<xj<HMd$$RJ
zBN9#}qnw=FcDd}6<8IOsklPsP!*QI3xby$+r7{K$W&*_TbgV#2IcM_cV2BSPHcW*0
zpj;XO@u7(`y}^o`(CmmNTI7x)JMt271+R@Tm;VHa{uy5+N1Cxa(a5Lk;qfw~TV%5&
z?t)}0O>o1=;)*uov;H%%I?xv%_Uy-K=gQrb!V>DS#w$60fq=G<`22jeSH5xv=-k?x
z=k`HM-C6;(UlUS2u`G`r8+2W-KyL}kI3P{{>piqL;|E!!#dkXPGEqS15;Qt}8YmdH
zJvmORF#Kq6NhS?y)j>2*mF*iBMobr>u=yLeFV_wOhhi^*;KL`ZB*}q&gmPBdO&)j;
z4pOJvW~RlDGk#9|z|oJgXoigsC@~@cY@}moN!Y50?;Jkd<NCQvvA@}FJm|`augHKQ
z@sEb7q>fp%OR*R!RhHn2uxfGC1@Hd-Z;IEKC$f&Dwi6eRoEGxn5~E{Ej1<^va6|(R
z7f47*2t-1JhKsG~FE)43<BS`-5f9S(@@@4#EL?SdX}jwjk*Z@7ks0L|>C!t^guS$L
zKg2c5?L;1TLefH`t9ZMDTsjHxEYZT3d*9o!?O-hoE(E&Gecpri5@C@NE7AiB(Sg4k
z05*3Y^`L-CnW+2${--<I&<ONNLqlVN)-$Zky*}pK$W>U6vPQK)wkIMadxIlGzTby6
zl+S;uX1$bje)_A<%29xNql~y>xR8h!zEmzUzP^;3I%gh#dl03Zlmv04@{U>T)u^{b
zf8@vE%Y<iERMdioNr$5QUHw7F(Ak3@z+D2;MANV^A{F}crw7)O!9+{Sx7K`8(|jm2
zh(H+Jz6Y79vrS8U;7+vtW$E2dDvPGh%zv;i@3NQ=h`!H%V6uT2I++KSLJb0J_a>k|
zgq^>Cjk4Br_Gk513^)>R@waZN)*dq`?l*kgxVXQ*ClE(6czR08$jHF^60Ey^6@cgG
z;v$ME+H=C8NT_{yc?a!gwD7_(@rjnzj+zK`mlJLp@{HJU@_Y`IWrz*5zJq~?0tw0p
z1opjus26#6lt~0!APEtjy{FW>EuqWdg{egy+UQ>W7%&NXOT|<5z1i2h9V_TfUqKbz
z3bPKT_WMIRtfJEH*U=>G4r<DG@L<QJCjdI21A>8>S7b3^2~|}~>vh#y6FgB|3jh%{
zI=eCVbRu@WLYc#-qY+0Hp8ahRQ*qIWx9oLmNahg0Tz2DEkI=q-O1OQ(nLt-NY2^x{
zU+{TiV>#V|+TaA14-kev(s96dD!d6G`7ck@-Azp;a*8P_#OWDOXX^VCo*>zb>yoUG
znzZ^=B!pCzgB&a1B1a8<#o7P5J_NI~2fQvRMGg``2B3Kit));?5z|0K20iHx=~HRY
zFo3VgSygh##l28Oh_eee-jBSb?KV4{+TQl&O=`S-!M11r$}Y5C_rZ&mJXr6wSAU=}
z;U&7Pq(+wi53%4_4@7hvVuPb+;#yUZ?gaD6i%>5MxCBlH`i+bU<UIy-X)fvP+V9){
z0UmY*rIZDk`d9MU*59e<O6Zx|ZJ_aL?(5`f^*gcVVq<EI6h!Bh^KcCdq)++EqQb)L
z-<DmPP*@>kL3x!EmGXoi2z;xms)~?Euw%&4`(*w7W+yZ?m4NDOi*&g0;4n)pSf(*z
zL_Z+_U5sP8UHkDeS4{CRRbF(kGoCU@sT*CnvKFPv3w6<N?oF4N{ycSh2iMg=z6a{-
z%S{i+@jjXQkdS5U+%$1Vs3)_m6RMXQA_j?5SuRb!vqm~wz7i2`qI1C5n6)Sfn*iYx
z*_}HVbK*Yrok><!*7rZkW0GH7@$~dIbwUM*u8?fFeC5i?i>|-3^o4+u)GPFU<_sVs
zRMU?70%nfw)I`Ksp#w8*SNZ(vjT>JU*Nmt)yoQD}-75!YpKw7P(BD|}Q8IfC-tr{&
zd{#BL@hpxO;q?FGF1z+6Q9f#VnT|KJcGU$d2nZ{mGVU^P4FNu(R@t3D&mbgpd6}Ry
z=*h~<&sPGBdvZw$JbpS14%PKz>VwX`fANN}E|9@69z63YzodlGSu)i-{-}*|X6Fq2
zf}B%sbOQ~8u$(jXz4~l_Q8m%5?0vBHmCunHJ{iq|*EXfmd9=SZjw-CQpANbDA4$*9
z7xH=9dFQoux@8Q*=30k80?K39_m-=Ny|yF}9Yg>vIEE&BLr@P&E4oyJxQV8h^wtL|
z|4_z>6NG*UycBcdh|pP_$ddSqI6efgXBK*)*5vcddw>4L6o=S`wS`PB%s-<40?Zwy
z08C3D7OFWB3~AJ0q`*dw>Hx!@VC;#n@*<i`m6xk`<tcAC4FAl|yXP8+OsVi{p!1;3
zzra*phqB8h`KEk*aifWZMKC|$2ZZ`8`qv!x-&#dJ9Q>^NK4+&?Rr6^bGn~zEM>`DB
zSu_~+NZyaM`xuo94b)IiE_BZ^&((XG_;@2@<8GLYm4oOQmvotH1Ej+yh!cFSnn<bm
zZ@q_*2~JADDLC<|smC7HSZ=2vMY|dJAmSHVZv!kUW5FTO-b!d)hj!_TX7@}HhtfdR
z2otG4UXub%4#G6T(l{{(jxr6zqAeFN2c{2o|G3dHX^Rvw5uZj-n<}H9Sq^{1{&pnG
zHz7WA9#s<A;okE+MUojSU%~dGnwwQ2N<uOgW}E$!>VaTXcXyBVE?$mKOX}miMyF53
zXp9i2=_Fft(_jH2!rcn7`goe&P2zkof5deOj7T&(0@JDJW`FjcIY1yjNE=8azf5&~
z9*GXt-<<XO8r6Qj!*9?Mj^h(>+Qp&#U5s(JFC29FyW;;h98Eni4!b5j;eJ4rcoIII
ze)N+4&`<($o!A=ST)m4BweY7lhf$_`Pnz_hL8NK9z0M7@Bo!Qu(%I8PUSWpR03D!S
zq&h@UOn}*QNxu<Z6S{g1mEp=oW(xF%DMyO#^Ri>{$FI-N&s*ztKXo1mI^$Bk1xGox
zHiptJz!`+SF%Ct7oJ98bw+B_5zln4?Nydt70x5Gg$r%w=)NIGb9DN})ekg89#G{1-
zjJ8qoZxwUk{3!J3*rCE4erCZCsoL$TnNd(cD_OvjdG#-4UE6$Vx(S!`piJjRzyE`R
z0w>imd&$&<w6vH(*ZMs$uXXDCi53&v{>Ntt+lFYWBF6c@Ho}&SM04@uw&45NQ<*HT
z&q_eEpoH4g%Wut%{c+Vt9_zVdf&~?>+FX}KH^oKU$-QT0$!j!}Z5~SCS{={P-Si0R
z*)#-gc~V2u+OtRVYuUN;=i?rkj+#*DJ~SAGFo$!9Qhq7%fsbSG@f<rHj$q+ICnCBH
zOiVsxoBu$T9*YF8TO$dLh3L_OZTerb0f*1wm7bVNG<ZN^B4P(9h!9YniKcO*c%tkB
z@>M*;w8k#BRH^m=2{vT*k3-T8_~f}CQXK%#e|>D&v=_>ZZEb8wetEM&f`=G`UR|oQ
z;p4}{R2Y98>%Nv%g~{eV^)Q)!l>;qDaCS<dXqaCezJfBbI%E0w2KsUUvBMobyyblj
zkC0el_z0L!c%9Z@cJi%!JGNSjv4@>|M(m}6i5EUftfl$Xn=AZ;bO0<$i?qa2^;t-P
zm{jOhao9yW6?;#@iFI~P1HcP86&xxQTN4-^maz36vW2)Qz~d5!E?%>aNfVS4A`b-f
z2&puj6GMWjhptSJW-o)N1uIM@qSbQ311@Ew!x3f3s1+4SuOCLE1zubGZNS_pj-a5M
z4*P@jW+0+R)2<+cu*n&Y<`AYjD`jfC8m2o$1d;$@89aS-vE_zTDD3`^t(PJfA?)2f
z>uEdM7%J`g{X@W*T8@M4@(0`AOMIGL+(i!JRrV!LcX8R7`ot&SP0?n{DXIe6CE73u
z1=;sgA!rZY&aLY>TbB%H_nxChvBM^aRsI)f$82F=+zi|AhWP^6MEH*|5A${vc1Pj>
zz5ntDcyhSH__Q>+eXTOakW=x($#O6}Fg3cMh9TidZ2jQf-4fmc$LK&E9rw7%T;32g
z6xKMA5`BLg9o?QI!;PnJywp$ACagUW_ItXy9bV+<a*0tpJX=_KVZV$2#*8I8JHv1Y
z$?DK!=+THhLX3V|8l8Kr43Y~3deHBc!O}2h!cPa_0MkaRva`X`KEA<8;%FiyD?u&(
zVb*Dm9y$=SifDAhfYE_Il0g9ljYBh`V9a{bHZ=s+ZoSZ<xXgB#JF#}X=K2PmX*Pn0
zI3JMC``IO&vlSW&u}80<qH@Z5B|UuDr4=o^H(EKbzn!Fe>u@9s86+Zo89VW7s%LyG
z*4fdKkQZ=7!yi$xU;*#MSEDwiDYwUCS<$ZnTa-w@5h^`&+`AG^Vy>TLkzKJ6YxI;y
z{0@t=nK<<Z@h~U|f6!`zM%wT36*R51;+7}irJN~ST8qEHz8RpM|1H%8jihjtw^W<U
zk4!F}zCn4RlrHH*5x`6T%-(j15r&+HRlY#cFpwJHluli$ee^eMz5BwAWJuHe{2`uK
zv(Z2ZD1w#>y}`+&mLt#skdM0Y;)Nm+l{6?!fI@xb$Puf*n;S4N;1^O7dG+j^9Nj^?
zKB7AYy#P@|L*|69i|2w9VHB@jTZ@-!TnN%GO^Mhgdgt~C1JMX+B<zlJf2NNHH~c#~
z2i?yvJ|<!%Yqaf%L7-yW`Ul@4DNCF7$wi*zH@T<!ZoV3gn&(3mA)2oiux`30+uvhp
z6&c&&9EB$_ME5*qI_?1RV|VvMIETnbbYz{}V1#h0Epeg^CV+}ycpMdck)ooQt&!<i
z?8HfPKIVygSffHaJM}T{IME5scFgN5KZqDSTB`T@v`6ib&XCehcWJYYzi3xwK3DQC
z@ReO-^`*(YdUTuXo0;9fJ_ph_hE|6ciyaDacv$d?Mu<K<oKJw`w9w#(gUkX6l@v`w
zxn$SFw7S?u0dn9hx7~Mzz(=&649*$~@4X_HlUC)62s=tla9ID%d&jQQ17AO3oh{1C
zQ-nl3J3|Qr1l(kN?%?@Slf<kmYG7(eP!NX{VU>LN@Ill1xUK}yWI|%1N?Hey3Va$p
zuU;pp#T2|uHGhBqa6fuqpFapkGQmS`v02!8QNzH<=u4kkRH60tHwP+5f*Isr@WsiJ
z0m2X`j=;=kJA0YQ@6UodvUcFXP~3X^`mUX_-YI<Cwkm$@CL$9)^8TG2@Whe&-d16z
zbG$_NoJq6lO7IGwU1UD-F8-@cT$ID_94l-vdrWZH1?t5C+bL*NNG`bHmV0DqdE?3n
zr8@F*+2AZ;*8dN_-aDGh|NkGSRJI}_dnY5wNVZBwJ4HnHo>4|t3fZet35hm}Y{{l5
zGh1e|GP75|+tusy`+U#$pYJ(3=l$;0!SlKv<9@%bJ3a-vVQQ$@kO{Yv!!+#FH0BC~
z0EAD9MP)3%xQRGQaYBiXhiliIc82!YRjr3er4bRK2Fy5Q_{Besu@jXjnz~*0+xLo^
zt%!mNf|O?DkF~)8!Meg|(QBhe0ujk~<N$RbuoM(!=)t@Ulm3rrBTiE*#rRquh1zFC
zuaM{HDWrD#K%@=`qw7vM7rC~!HW#vQE*ax&IDCD4cXLZi&GC-UuRg;yT+67TlWBex
zNHRc~6g0)?D+rwJL*g$>9EZ=IJtG(pydq%WPyrdovHaQL9m-W_CV{5!{B;?AdWuN~
z774-d-5iBivVRsntTG{mk!yH;F{jt-`00=;6ZPlktt1~izkYU1u%*`R58N_CxC0kt
zi_nSUe9LA!A>g70QJj?=qT1Z}e$<e92FydCLzKfj(!Cq~z#NGDN2JgY@eb%S!`?TM
z;{rk>ASEYAb-ZOmf$q|eq${`4cxDGS#R4#@RnQo*6sT%($ZNSl4FdyA{buv8p-x2(
zNviHOW~vso9s&hDd)5yxzV2WBhchRcvT&8P*+%QsspqYe-ysOSuPG%~#s(=SxJ-h}
zk#RIEc{J=!{sbBkX#EMw1N1r&doN8lX67@!s6tVq!{=@S{~!DncN!*@{;s=Vc@y4u
zT<Q=4rlv6?NMxI40(8*0%f6>Ls$RQ%`BA$q{!c|jCF>h|<Qt_vejHIlqq}c6Qi${d
zg5)Eh@R~fdfM<#bR){)KdLFGiTpeo7`(GgoQoMe|<SmLDNLSJ?>Eq%@wUchor|$L>
zqUY)=_RAM8Y(*3r#3t0^kCQL-tJ|JRY5Hef)Y3BDq83PT*=q?gKxzQ~z#U{-eB0~l
zO3mh>3-v-cs|=BZL^uHnC#qdnb}(h=2s%j_e+V1iC~^AvFjNClM>}{Sa^Tn;?MqJ9
z#+${srn*G;_xnz1WXW(E;H~V>iWWn$2yxMwiEv2Hu?0}-Whdz$dBo&K4*3Rx&PY&x
zCN)f=l!4IURqfBsYVbdR$A}9n@NDeVXLJr-5h~39jEJro^~KQ)&Q<+>C}prQh!=ui
zq*{-4n|J86g_#*qcEJuo#F=dG*#w7D16?{1-vHV6R>DszAt8ay_Szo57j`>{Ay7(q
za_EBA3^+lrj~|eJBK3BFl66L@Y^*!k?{syYg3xZt*DfICO?#5l@^CBz%!PklulgXz
zNh;?xm}%j!19Gzq$|!ix;oq@$AZSgfmG$<RfPAn1#{Rl};<a-0KuAalS%k=D4`>2(
zqTC7!37Ktb<d?nNKpK5_Im+0laO3yG_C*q+2%>R6gzg<(3Z5kH;t98-!1+OFVA*W@
zZj;ksYs^>Pw)6o#)f)|=A7Mc^vmA@|76P<KO{@4L37-pc+1q-{7j6mp=D`O6D5e^&
z(3?pzYuH-oAiGv`(4-PP7O)WMCYCd9sVE)LG!hXvkU;J#c1zo0De=e&M!=n9WxBSe
zr8=`e$|x7#fCcIff}Yhz156?UPZ(e$he>Dr6FUb-1YQ`f-}Cnmfa%!YQ)6`}9MU^T
z5-MzRnhjsre(Z_;C()11Z6Lge!`Fg#k3phsmDA<J-ujaAf??0;MEPJ;vD~q_xXpk9
zo$3Dl7mgorSJ{`yU#F!Zw(r>w_ObuuT?7OzC3RhUjXAyax~pqHG)!nAh{lD1LiWoT
zk~d&&WVADZTMD@&+N@CCprVB^^(>9nngkO>D1R!dc}vaYdty^38j}`88%}WTq-I&z
zPalj0+4$qfsXFFSi`tQb$=+gCnIEpPXSAyAq*L&jiAditlwpLq1yp7BWqasck<>|C
zB<WM?{#<7-UD}R{3T1fYm@e<w4lpr<I|p(q^pxSRs3a;%!(J?BoPYg0&)dyy$&XPO
z2oBnAsZJi3?9bxfAmY6H=!5T!cb$5{7<Q}!d*tIAw<mNeJ5kPKaT(UI)0ojO8AXLF
z2ifo+VnVt49|R<Nt{p&-2$SvS1|oI?IKsZ&AwoK}4w|9yC=>`&SjvgW)gClrsK*;G
z86-m?1Y|yC++E=cp}GL?s6QyH0na{wD<J+;aeSQv{|-TvVgS?NskKswbOmmUnjPIh
zdxb;Z1qTtx;?gfsJ(bxX4S_h`Ik2V`ebwYB&#)Y0%f7*)iMI5uGbMvXx1|IOvdk!G
z*$(?bvFGQR@&3J2sYx-g6>MEY{@+-e*qcBfTC)PfZ1}G3P!qGW9vgcfeu30HS^duV
zU#5$kcL#D~Sg25voxi(I0b&++kmfZSH8AODjbV(lDp^{N7ZN4-8WrqF0{$D72D?e*
zDgXMGVonW&4v1~Gv|Q_$YxW+G?VeN$C^}8SW%;BRjA;>=5n(w(>($fK<9uLRaxWk)
z<of=n%lR*Tw{Cb`5Po-Z0_>ovHIqoj!G-%2Z7hnVdnAkV^X|bsB#@`0Rv>~x{!`@e
z(tk`2neK(Gg3y|S<s%`1RbS1)K@3qgjD+Kx2m*v&sMAMA8v3R5OL9gt_mEMHFD(7E
zNMr_~GCXgq!0UYc#`WuE7CAg78{z#y;b|Fz>dvk<jhn4C;7RAKi=)exnRpdlM|T=}
zj`2ezO$1dT-ic8v8HYs2CvQ2TP{CzSxJ7UTbriU~Y+xoq?`KeS!x-Se|AAM=4mmmS
zMcop1$h+C7ehJn{AkWzRNDE0MBqoH7-`k-D0izs|C-i4^5H0%Xq?+xA7PMR_JsUlT
zfL{}}2uf`vq>L|Z(D6B?z6UvR#kJ{pY@t{xmdrmrgc@Rv2((QeMJAdJwg)r7v9&K=
zgz&2TWzm=yDZ2LKpkncF&?tknL9?EE{&mCUjk8s5@z^5OPhw+l6Z|isYZ;1Eia_-X
zchcLw--#z@*gw}=Wa{2Ky937t7Z(W{w}F8HQ$5q6AR(@>hiv@G>J#5=a?Vo>V|Nqu
zq4PJXc6WPQ#85&q3QsCM{vK=`Vdf@61RyJ+@eCt0%l{Jk0PAoQhTP)Cy##I#bz(`{
zBqSHuthh6hVmonp5P7#m^u%$IGo9sM%qBnJ@#8q6E;ImXM)ds}JqTXyDDhQ-)lNfy
zw*`zrfTC_8#pz*Ne+ZFlo}CStFRqPEA*;X|&^h)XnjnIg9!S4fA0#5FMfv!DMJ4!-
zYIZ8oVb7f;gxulX!5h`S_Y8&h`Pau#ev8T^W$ymM-(HUE!hAAJy8~=2(eYLO$O*XN
z{2?b#d7=I-bkfy0fV~~$bjwVcLWj)@Xez(N3KHQ?ue9H&h*lmCWip1EfWUuVX`BS8
zNDz|$0+W)ay|9rWp#x6pl@SEAZ97~Z-}w@So}A=O@>vynAZ9Rrp#vWQCq9AK>QyTT
zUWiORG^Ng^<?%c<wQ;{4v<8Gaw9r*(k_R9P@nhlf^#h@ZCha^0kkO;S6LC6X-yt8H
z2wcH=M=|YO1<Trh5!ztm|I>+3A=U!;B3=lgE(N54i(k++jn7QSzIkImQ>b80fFk|p
z1`CNtYFB1--?iVaGNBot<#yT42^RUlM6FK5pcM*3{3OM#TAver@kFydU#)+;S6mAf
z(Gd59dTwqmLa*;hyBWd@jDF4fP-}O0H<ALZX*RG22wDfdz5Rmp8muYKV5+f|fgkpx
zH)m)TdwBreAauDP!11OC4jf7wA|#!@_s_t!f_trMKHKkW1|Y4JI8wN|Nzp_yOlhJy
zL6txd_Il~~^<q~)Mv$R3#aH|{>EG9FK=~8SD_B<9T<M!-PDFp@-c1>RixLR;T=z1V
zY6Ox+og=;@(aY2gKbDA%eSNU@4<P<BNN=70X}>a{E5PxV9d?VFNQm7fx`q!#z^0IZ
zrSG`_=n9(>eJ(0{ih}Cu;cJ;drw%97J3Gd;AZVJ<*`bC5Bme}47IN5U#RVelkQn?A
zG-Ym1ct+7n66sbZCWCht3MY!Hs|TE3J>5GuJx0QEn0F_6;QC1*KqV{R93krLg-6GD
zGU@mB(``%hGEhAOc;<+-Yz#&(ftYz@MW>{DC6_#k8C--!YbZoGW5$|?m3lighh1&u
zpK}xodjfC?aFP4Bc^yFG52J~*^9gz~716|4TRV(7P+cuU(&zPfWHA9FQ~^|W?@=@@
z5vhSY1ur)lZY!YM08JqGC1S@^S2LqW9$ZN}82=6Q)<dVa&74tElJ<a0gLetp;qob2
zp9?+HKD#0tVy5T!j;$&)Ea{&(Yt^+lHsi}{9)}B4wLIio5Ry3?buI?>Y~*cZ^C=%;
zqXqBUY{6Iv<X=Yzd@M`$#&S(J`(=cYp((}=T$pH(O5Es2D*L{JC_}2=TzvcD*pBHY
z*anG~j;J@0OpS%LOeDuPH%l0AbbQ`-6!+kVPWk6=>z4vV9!cq57CYZT=(XUx<>rl9
z`?YUN@kLz}$hfS<jp_$<0fQga3&e#7+%x-f)TTx4#<RM*IwT-PXdNhaZM0W+YXP`x
z&2m&riwc|GN<Z5Xi7)Wkej6vNZfEc8=|S#v0Ma1n4tFwZ@W(cxG$XXJ$h#(@oT0sc
zmebd3=D%AuK=l@GI*1g9aQHk#`lslJndI_~wHx`ldg-W(D^@?TCp_lPV-ZeKfTHI(
z8Z`bk0Q*FZjG_-v3L#lcMur&SYr<z>3}d3FSM~6PgCqc1OBW~>M@IG`oU+bPHe}Q6
zu&g6i5ID*s2@cI<A}c1f!T-oQ9K0QtQP3IF5lCRKLrMS_IiRmDe|daMxI+nDP1CPu
z5c7jQXOB~_A`DW5V04ez{AHeSv0D@RZNeZ--|D<e%ucRzg-03C{fXy|>u8OMQwU<m
zK9Tl;UzxZKQO#p<zR|2R!lnQ-lI^>YdA0iRZq;b3%4b)#weKLaa(r4;KbM4rkaw)l
zM*3EQQQS(hL3tXHH>SvaCGp()ef0seoYIMdc;7_$y{K#v%1WHWr(d>=D5xO)>0SGw
zLA4!yK5L>=AOD<A>c-mQ*}p%8DJ~J^4KN37?R$MoH1m1^aJ1y6x;)LZEl^E<TKx4s
zSfyYFLF6ce8S^Kg4MUMexEesKqRc(>C}&F{&{krr0B1s&4w2-H%(KXq$E?==(w$k=
z@F`PNZAFej==hucNjdyMs1yD0b&O}$!+_?Z{xu?qg4Cbum4EHXyJDJ}jV{1P(*;1M
zJ??A5m}$5myFp=Hywa5i_6owBbc0>%Rrly+;N(Q6k_oE3+YX5S2WMqnXK#x{c7O(=
zwvws$!HKKKw^~T<ZNgX$sk+pydEMbqxx;fG_PKT;s5H8G4UiQ977`z%PAVspCt5uU
zl?2dmWH5W3ywqbQ9En2~coT4vq+R!LkD1bD@R0k5*rW<uMvJ)r7M^oTTg&UT0~Y2}
zasvMr*K$&ZM%MN>U(DtvGRKTGx83uCu?KRGTW8!-P(#Aq_598~bn&*f6Ml@%8!GSt
z;x0`8c3N0i7*9#dRtZK_AbOOjxQMP{`NZJ|TnvZ^0;mkYi-;Y12-uL<P7#bHG7*j$
z8gifsfKCEBfD_q~nYroEZ$k@`otFkh#={I{rYxPk1}b}SQj@7Pn#e9(KedV^*UxVc
zt(lo?26w~C6pAFE+7W4}BVinUkdxZhb_rgr#s|-@UcDL#nxo618oDJ&E1xRdy<>MK
z%c#u%oG)F<uERJ%p=t*#ZH#4@U3f!~fr!(FwiA~PaTUNeSU$2ytVkeI_&XwNxcKH0
z29FrQs!ZfiAO!u@;wfOfX#Y35`q2pdm*Y<cI1=^%mRNpdbV0js{JdaJ3GD_P*E#XI
zzzhMG99RC5YFk*14BjBSnEkO|(B=zzr%v44C4<$8AIgHH$mb1{#L^HBYVGYk9e>eW
zIv$}^D*B$JDm#gL3>R}cDI+8#$h58kn^WWU1j&nFk_gBa5^>~0_4^0kS^s~?G!Fci
z=H*<&?nZz}x_J)lph$xt_al<CL`7*(eYnF*;S6gMSnB}<P;UrO;#9^xNSJtWuV7DU
z?{9sjw1Y(jZh7m;^^<yzuuMn`XF9%<Jn~<IpM94KVv@SyIS&W*cMWD|C>}y^2|cs&
zYi*uGhg=%%v5KIm7d;n)+Y*gcHiad+Ih4xw&&#2x0sL+)#C1xw5SlFBjYW29ekar&
zU^4LA5nfNcpO;rIRAmyf*1>wY=}P;&AAzu6AP0sO!7@Nsdi}afKw9b+-4G=Lj#&;_
z^dm^M0w;AQVoq%05&Q~);2!8JVF-Y0WKmCv$JY`~CTbdTN=j8oQgKsNyH=Qf=={FQ
zngGyfaEC$LnLa~nSLI8dEVbo(CqH%C<u-VKz^VBB{F@VfX6ChbyAk;riA0m~k#Mb)
zCimg+<ye@uU;xr<dxIs7BG5{|j+aXO<%<{1HcgUJQkX=stWe@4ev6l(>EeDyBJs@D
zu;1*CNJbGzt8rQB_{k6XQ^0#a=I$WEz2>_&L7tQ&Ej=6py?*FPm-L1J@uK3>_LU~l
zw#tVPuf=lk&kE|S>_Wks3eO=xE>Hueg)gM<(AZJY>4r${NwJ@q66TenN=m+;EfQeh
zm97h!@&+E;)pi$rI1WiG7mqE)3U7&YX-p7k<as(m^#o!n)Yb4+M#sm80<10JbjfPT
z%XhenHs?N{m!eIM=jTbZWud<7L!3ko5ux<K9SQXNT{S-cyQ{;|17y6^Rqh3X$alOb
z5lXwdsF||0*<1akZFBo4fVTjrTiYEaB={>&{WpVz5Q@680;j-p?4r*bdo`xk44FHU
z4)l7gu_*ori{rOjx_)9cC3w&%YRk)38-go=ECK;9C*6e~k5v<CkwkzP>@38RCwilQ
zB0Z>LUbZgC8BS?{EJm)bemzryt*KduBKt_t$1}^<PR+T?qZm*6c1iHD&@Nu@nSK?Z
zifd`NI>5ExQdZUycD-s4R0CKUM`L?b_^uP7=n}gp7dw|6(r^povc#tJ%QcOHc8ds1
zaB~B1^wXb$jpgp2(21Dk$9IM9*Y2{XoB#Dt3fYds*UovI9?`#u#Dn2$E0b$n0f_j*
z0d#g({$@2AKL^d2CO&7nV|}Icz6b8l=iJ*+u;yP<_`U=Ta2ETEnx#zf+(`;&;eGp_
zYJR6y!+CAbxKCY&mi@y;^t=J8D*9xmfMn6;S_zlhL7jmi4j@un#3TVe0J<Z%3IIgt
z=nfiBUK7~rjbG9r3HoRhSp64UpB>P8AX0{a=b6&2bY~l2*J!Xj*o$bi{XzxPZh%@|
zYqFsqB3W+}yX$&pFZFif60o?$WH*#u&AU7JtieSoi(9;CO~ig~28!G`SyOC!xWE(H
zMW3@{gUzsiP|b|G#3O98Yl{TH9gD9I2bN%^xCNhD7p45ff+vz#^+eyG%|u_)JV-l5
z)j8g4CvA!Y8Yd4r6wAXy*?Q>^Euz%`4)y)WeGKck^mbb#YYdKFsC)L=qKHAfh|{rj
zqxu6GYiNo+7~6{x&PB)!pkE;&k#_7211I+pV=MAee$4`heuhZp>5qSCN#L^^AhHP&
zP)!9A8;LbT*o;+#_60lQU$Vk2Bm`q?b0f<a3-tBtFVkgLP~ZSo1UB&ga=QAJRsFkL
z#)|9Hw$qG9`uHQUX;*M}^3fo|m7R>_8^W`JlZ^nk-=tpb3*jeRAe*c0C4&ciS3=wQ
zOt}bTpU{_R+kZiM#eiCltWnqj!vG%G>_Z`iD}qdgdbNn2oQ#kU;zYGFh+r0tHS8hO
zGDwm|wM|n<<Iw^JA+awKE@fQLRuqd+tAbU_Hekkq4}#-G`Us(x#mNi<sCB3BRYXh@
zl{B8s_@A&7GPjbkH?*(Gcb2yO3!qU&HV_6gVY!NF|7QW)pHECovG}0!vL(5=I3dfA
z(9Xqvfr*HSv#>JxyHa%>msvRaiRj06cxWC!mVw^QfC@B%A=!O>_8-~{@$p#(5k#TD
zH&2W{!Ry7DU5!{uc#-h!g+gm5Z(w7QK?Q<Og8%lSYC&`-`K#;v=bmnfIlKC1DQp|s
z5SSW?+yo+<{nZFgZ=HA9?>?<k5;w(ro||9Ts$l^!Ma}Y0Kmp1DtqiZc{Kvje8x$)B
zYu8T2NNLisACWX08VxpT4()bo@5VT;_uU^O$soFc)+DqJrxwyM!yYKpfxpC})eCqD
zdK6u7whs9;tW-dT@cCAUNl)J?#SsX9<$uYixL!ezf&C{!P+;F@o0q%(zX7{`?Yl4k
zjmj<*-oO9sl`9BsrNzo4LI50I;SgDT{`Be7J{OE3D#d7y?LCHk^aBVie0D?#shVWC
z4$*UbmqyV7dK@@A3kyp&(>6S%3p_@nSa9swG<#U|`dV89)~1T+ls4uW5Y{%wz0@fa
zw2Oq8+e3u+<3{B`4y@W_H;$zZHX64d_MkfU?c0X{CrN6z;_wK)80B{)O|7Izk81g)
z$sg-@f>-|ZOBeNnGR)MFey~a?n5Kc1K!hSa4&mF|=fmPkVNV4&PDH+AZ$MM5`_cU%
z2+WNe^5B<2p%cLw52BFY0DA%2HQYs1Xu441K~c~&C%Z<eude>tZ(z<_cr`ZR)tJef
z9W?NHp!_8gXpyh@wn23_pBe3tX{3Uhg3MW3-nhEwHs;Oe)IDBZ&x0Oo5MB4ug!4vK
z>X~gIPw$?I<5RvW9t>z0-IS;hNvd#2eWFXsuG3<XJ3gr+67CM6O1kZ!1Dy|k3%xXR
zdW4=_e9Jlhp|P{62nr|If{C;`bY2k6`rjAUfzWF!P>XE+5I6#1dL}|R5&s$tgEH_=
zVx9vUe4mZ95vuqDC?`Sqpu9>KJu6V5H?E5-oNypxffIgvx(S7fZ^o$~^q_SMz!l@+
z{Vhp}6P4$8y*V?J^P%ybb|3+tH~3+I2{Ae<G#_Csc!bU8=~0U)3&b`JHaFSi;85hv
z=pYPF`37R-F+)Z!vd%vOX`m|v;9Asv1CSBGSyha@Pzw4Hi48|i=5PGXmGm#w6U3nq
zDMN(T2YZc}wm`%WiTO)2qb<d{%KsUo1)2060E=k$kk%8q@+ab0hdRhCfd5}D{-hpA
z#SGFtdkFCs27~4Gy<<J{_Wrzq8*3OL38<<<H(WVg!zmoA*8`1YIPl0M2WUsAaMgBu
zc5A1(t1doa9n<T@k1eC8*tOZ1es{A@n#`b>o`aO`z{eRv3z_k0)#lAT9b|K)+j8S5
zg>VZIl~Z?l%GSA^KvJWIJPgPgR&^pTg`oQ1<Z$9_K}i9FE<LQ^1P~1BZcD;xnKv7R
zi5}`+tSb9f#TQ2qbf5;v6BQ^BI|8&j|9YnJC>^(=qEG2k7++BIZW-S*VxO<)C8y0n
z^6)G_zvEra;tqVE|A8)(KCna4sYSIHh*M{$h8AB+_ayNhMF$aEft)jGlQ=WjhkEYp
zXucR)#xzq#LG5R^VRNixky+K@)85}vTtMb!9?A++A>T5)%^7m`!<daj1fT7H>yf?X
z#0v{NeE5xwpz{DM@hg=+=MT~KYHF4vM{n2Oy&<R^Q8(EfyDwbLV^{k3S~FxsqEnf#
z>rcu2xPwV(L#X<p^Lh4Wg-|QwNNDk!9*eI~SN$cPm=uf7AIyq<t7hQp=@Dc+3W?@v
zu%A7D<%+zSdkG+|<2^WQa0!V@QOU{4S-*YJ+|)#hIK@F{$By@;TqI*}stg-GZ1Ymr
z5mi&}Rn^tn?{r_D1%@VGY0ULO2?X&1pq4L5oTNmq_elZP3sx)Yw@(sK04{wZ9~NNi
z*gfI$uS2s)q`d`(l?d^|t0vxaRC}3jz&}n8=4X>kgw-?;=H~2`JnAT^QUg?oxDXfI
z5HW=QpRjRZ!U+L!+DTt{UWJDEp5}8M$0|g)8*i*GX#bozD;vg#nT_<^z9$UnUfwK+
z(VB>bT3*QCB(8w7&kdjl5M7Z%o|&ckk}j7)jB5{x+QiiFHXH7*C%4O(^~ZCEepCDI
z-}&&ssq)xH6-i+l_UHH2PoD}<=PDgZ@>NWm`IXG|BN~yFriw}xjQPaDgjqxi``_-L
zEh?HSf7J4_#<eH-7ywm(_kfxYBcPwKf>=ppm4LkzsWbo3xn6i$G_H;tC6@0zL&;>z
z9@S*4%BFTybkM%1Z1!Rh4M{&HoFzM~n<f7$t3PF6kf0NsnS70Tt$e`Aieelq<le=@
z9do7lfKCu=j4rHdTrBl!4v7bJb^Lh1nYwStlC+a<F)2XTr}t@}KNnPM)*6QespMlB
zsRQc>?zVJDrF3pZF;8EBT&19nOzR{409`M&<xRnPCAPp7^@ADtbDB;ac0?vDK}e`c
z`GCK|g5!nP#Zl%2Ol!D?`Va=xf!}x2Wssa!s|OYm_0y*l=fj!3aS%o)CPv_>0I`A2
ziSW~Cb!>=Y4fn*VrDR@h_sb+85@0vu)n^KoHZG381z-&*J~Cfu7BLrruD-EV&@RZJ
zkXb8MY;^hbKcBzA0)l#+9X$?9PY0oF4@5VO<OFw$^<#&ut0n<{AHAdif3x-&k8cX*
zbMD%uQs;y3BkJLiB095<*TpW9Ofo2YJC1qCFW~q`u8)q^&l87^-%;^dlOq4LXu`b2
zdE59Zcdlb!1VPgfW409kuK(E;PJoAiVrOpV{kcUpg=~@z*l6>IBIIU#tAZLO<(O1S
zvS@6duKnJD+uW=%(dq&*5sw(E0S8A=lU3@tZ!@<YANUcF+^G9-$@}~{4RzIdrdLq7
zBg$G?*{_c*`v3^=2mZ*Ujn6fysSt{j(o=uisPkz6uNyUm{Od~l=I!^QChR|b+E>`t
zP455H9v0NV{Ru;kY8U!DO)^WzZXC_xV-?x#-!m<exSOdw++}L>hnuX*`Og`}WKHjs
zBKrTj@pqKnT86c`bnra}4Lvaq5bCy*Mhn0V2A|2zzK<&woC?KXOf(~A$^A}SWjuBH
zuS@r~jAC;Cd9rm+2vp=tW(VQ+CI(XA)FqNe&62w?GldP13v4v-9+sn0CM-cPK7uA5
zgm|Y4e(u@$zV+>}r&hw&7Y0iCoi~&(zzWYrB9s%0**Nl%$fM&rPT*r+P|~-M{s>nd
zJAB~hh8fRoO#%JNpQ(&_gy#`<u@Pz4<C=Qumv9~H)oNO!-+22v%(Zy(&D)GE@*L_+
zYl`i%UMvx^u8MiaRLkTa5AQg4z%gLGx6hxG;TC3~%><}I`-@tZX4Npukb~VmfVe+U
z^&znBy`-hkjj6wTt9MUJGBCx{to&%d&EG#zNW*Gn|4??fnSB{5x4m%v5UO#g8ylON
z4)!mis_4jf<|W*?#6bt1x}xy<1fre7fvZD8k67r?u0DAAf)RZ{+Mbhyk<!_Dc?6q^
z>x$#t3<ExNnoQxfK6U4mx0hdbPrkUgZ<M_IrOOZdR~umPh#&$VrA6I`*@KrZTo_{1
zklg8-9*TVqWTT{r7OUY@)R!#{yr&G1h`d8ioW%e8vPvF>`JbrIy9VyKxPNeC3flUm
zTx4HTCs~!Lo9f|1+W^lwQ&3=KmjX0f4KIHE+FCnd50SO>UX~5~7k9v2E^>%FP?xB@
zZ8b5_-v9N)YLK|gQGc$#KdzIgoV5CG*4O2as)Cpxin<8zxtKH$i5u;iHzxIni-|}B
zcWF=v!Zm9`kioCD(Y=C`C2%rgxC@fmh=6F^_ZtEnD8Im_;tLoL@1i6WuZY0w{z-tl
z-z-{k>yI(<Ez0~<Fn=bJ)->hzO8Yh(O3)HUwEfEBHE#~lzkWTZfsz?bvc-o-51c#;
zuf&+GF&q(5%_{w)-o^#kLS95U>oBVbr_4LqkILGGU&VLv#xrK=ijcQ3B)gAZI<`JW
zs{Ww<R;NW3zim6rCj-yp47ZRF%rOkE+I_?6c|W%Me^Z4vaapzOsf-T^;Q9c)^lD;2
zAm-j74`tx5#xo;Dy)H-n+4V<JB1w@MQx5XW{kM5J+I6{YsWLE5$<yI!m%q2{e=42#
z=wOHpbx>9q21!_mu%t1t>-86y^TyqZr+W$*pur&kwM`^$MRqiEvHHbar`w?E6t;g;
zKquH$zL&=AIsMi0`_TT!)eX1E9qK))>5L3qL})AsIiN}psh^W^y{waZT)l>8+3HFR
zBq$91i^@NFqsT}su5ERywq~oFDUCd@yje7{b74G%{G-So2eBQI@~gxsOQaAXsY7wl
z`^EF;q-3Nk1|=#Tzv4@oD4c5&+z>EV(3cBBlwemu=V1&Snge1??xs#ZkI_m_THj68
z&A$8nf!l_1WO{MJPCD6AEe2e1nWRGVrI-G~{{%oD4B8+;Gm4|3AKL#a^o+#<R{+x~
zDQ?VPK&3PUGPwHc-_`bWt+agl3{3^nYC)lNB#g@{HJ`?q@`9NU!2yO9h3UrYKEInJ
zgsLWqBb$<PuJdU4?=8Ql`?pFwyd&l&$o@>WYfHmb-wi2UFOEB}Z|fY2&N_T|`0m*O
ziSX+WNk}q8c9yZWajoXm?EE-;?TW`YPte55BGH7=y&^F<N#Q1w)JVMw_Re6y<(&=R
zlz-NX?lgZ%=y!k~5b=$Ey*8WwA)pcMD|BdpAs~xPt>o+3r(J$+F0K7w#}>t(z8&O#
z%xA>~<^JPnfvp?bJ~CSfg;gBtdLndU(X$UYBQenX>tiV@0$bqlo<GMNUcIa6$>$qV
zz;bh0#c*PL^H$eUF*#C2^R#C8i^Yea9!Hn~c^!@t00M%JlFH4YWBKAjxP^`+WZz{q
z(1-x=4sMgTp5}urn^9<hIHw#<T$^~mG)oVOWI?)kL?gfKZo6ob+MEK6G^^Sb&G6A`
z8&+i59!i7>gaedKnidST4(f4byq@5+W$Vt|6@fdw1*H9doH`kGF!E^!v<AxHUj3vr
zk&m<~>=c|Iy@%G;xuAW*|Blt?4E?PrC=htLI@Ut>P2Gkn1}Cx2O^F^QF0Q9nHA4~l
zh0h;B2qKV0S`o!i3DV-+G^-GpHP8)AvKl&OyqBXMiaE#IsPJDn*CSw_$SUOU31uU3
zN3Ug$Q40WUCHxo@KDU~R&K+uQId|@2z*LDhDM>%f821vk8(-RgN66V|*5l!q*uk`<
zwA??Jzf$?v+6UaQkmpG(;>@k}Wd5Xdx9vmD-LMEXKix1yy}h_P^%YKFjCr6Pd;Gj#
zsJKW4fB@MQ$vx#P!K0odeW3SFI6G%HkhemMM$G&Amul1P*&lo1zF|gJsa9N>o?bxt
zRo|*ag_{I!RFW8UYgAu9N}l7gzSH~EUP#3IOK)u@rj@^v&)s9_UiOv=hU!X3pFgaG
z<O7W;PVASb6UuSkY-cQh%<9}<fzLSyi+(7+_+*DB)v#4g9a70YmvQ)eV7jg0e|0C~
z+GW?v0Y?ksE?l@kq)wG^-poE}?fl0r>wt2fCo9WI)wm)T$+2z2!^M|s30)VFBLKi%
z+^W!Mc|g2$So!h&z-+<9s&@N}T&nBSTMWzNjNcV6L06o~Rjcm5kC!6CLW&y2<Cw0{
zr3}Mu96_N(rUx-#i*){ywlT#rd7;hl)3slLweNq<u4P_g3*V7vSC(7DS;H7-5Qy>e
zH%ce>i0Y9+&52r@qa=OD=Jmq8<-dEa42bJ@+EKZC$hU0OHsh9Qn9TTqgtmPd%vvlE
z_dxQygTx48EMlb+5fjL*XF&4)c9>;nz&RkoFc&gcBDHN9M+g#(h;9O86agAx_A9by
zDhRP6X7ypn8H}0(MAjPoK#JozCNNYKNS%o7>xAngJKMFxuI(JVZz_2JtY$jg5)v^F
z)Sh~aiX5p7&mcdKxom%~5b4toy3gXm?8khXKLs=i4_Mi0j$y=)eHkAZ;geONXw5x|
zL@E+bM?be-55Z5%gH)-`{EauRC%e~C^?y#qVRH20eadrc^c^vo_iHqN-Q~7$J}a&K
zlu}6z_!cWy(G)%N5@Wf0zm8p@BLhB^&lRs(n|uWnJzvT6<=qd+bLi%uqYvO@Qz)H&
zx7BgUlKAAXKO=Z%boh<_Cofq&J$<e(k3#qOEN?k;#gkpSt$paKr485D@dPvHqy9TR
zYp#!WEgXbTe64_L%;;5@Ke4h*fa1*}ifRaEfEoxv?hulw&JR0qW|NT+*$8+gq$FPx
z72-Xw!X8CLzQQ!6!nLy>;{>aS7$L})2nPXv8;%PO0znnYg-0S^_!<NLwv!gl8f-tx
zGw<71{pq2-!Qqx=M#6){z;HC6l#X9Dh?cz^%78oYZJ}fu0=Y77IiPdt(jakJVD<x4
zEx4j002A6Yb|oo0p5Kf;qZkbNY-(z1KjJs%Jsf|tY7d@KnTqFA>?puc#pA$BG0!b^
zH1(iRRXUOmp-H*@Y3iSE)9SJdZqIBox<<xS6WBP>xaB%x6a=9(=Jc8&MNdlDKyfN1
zBj4-=Z<RQ^JjHw6e!*kJ(Q@t*<uXN+;suKBCfrKo$4_tVVfOlQi<SOP|HOggjTb${
z8K2zQ45}bz6qC}j{;H^Q%C*|*x}bU2;^opB_Xwq`5r5A<r+L3UED?8KZjx-cZEN)P
zCW&rp%Kw9Y18cgUm_I*|asm^xlt(AqN!X+fm)EuAGZ**T*}bYMscles*m+X{tKrV|
zPI*^0p)$;T4MW}8Ib!L0Bmt-_S|kE`@3ccE&h|#uTuf}(iNW)5ivpu0Z9nPV$|M46
zV)IN!ru~n?`&mEh1p%BiUQYzh1SJJA4UtHeDK>;EjR;*>xg3OnzmO#0WrwZ45Z+b0
zYu}=;#>X<?m)ZtZ$(7&iq!IDJ3R+k$qu|$LpLggW2Z+Hs>~1}`2n#>DB6K3NLW^eS
zH=$)D=2rCM4VDoF^!f9ur*!Ls*aX?z1gwi`ZioS`BgE|AzaOict5bjE`VW$6Y8v>E
zky2%nY}2vA@Glk1YAhnXWz0*>H-hP(y-_tZKJ7on?cpCUH8%lH&B8L4QuK)>qMB*6
zq>Ju>I!V)4?YkDwQ5l;z)^FhxA$in8vi_r4BF*{zaaA(ILh9yF7b8W(z$t|_KUz_?
zH<w&LEz-^KRP1uS$Wa+;ajVMW=vNcd`&_%H<MsEAnK{cwrR#4ycVlm1?<V#1=A`2?
z96qE)Eff(aL*B1#a_aW<a*Fy^R2gnrvc9N5HWp0c*|PQb{RQ{o1HNTP=@h<CAHm#B
z!jS}JJ_vc#R{Vyr)gaUh5IU%C0F0259z{42{wvxS!gzsroM&G`lx&WpS~G?v1u)^W
z=Wi82^y1-|Cj_4kY)NAv5i6cQPmCA6{b>_9AH-=@k@R=nlB9U40N#Wo*>~QtbEN;s
zSTqL2%n4$6N9j@&e~a40mc^>GD*S+tP^SaViB;_pFvw0-O9B6_Ska|HI=8eps%7j>
z%~0~Gp3&Nb6yaj1hvvJN08PWj)!O~_VhbTeWR{m9)pC|C{JY7St(eb{9{I^X@yw^&
z3nyvhBQ~k#D4u}2DO1Rj+RYSq+wZx{&b5(ra^GcXrx?#r8@X<|rku4y*$&<;)&8-%
zRWvHGbs>*Q$BiiIpY57m--t4dY3Y6$GUF%8RBpQ2my2K4zwe6w9-mcu4T|6ntGIH*
zAGQVW1Gapgo;*c2+P(9^Nf|;diQIEUNQGc-_+X5dSQ%Wlg!u?CL#;O(cqb&=e2tf(
zgG0O$@}~&Eb{H2x;BZ9r$AbP$KuHJ}74mQd1reI$pPOnc;bymgAd&<ljcyYFJ!Vnr
zez2fH`V`?p_JV6cvC8Cq>UuJzC*6G~1--xzeXuBU^Cr}UY6v>u*@EZR-ZH9;gHw;}
zGt7Dw1Is@suOS-aqCoNmN!-5;(<)+dL%1}jzL{Ptnnmt0FisAKQ!-&|k;y~DOHJ!*
zmQPpy^cgSDinECp%S@a!B&jtJ;H1^)BeVip=XVuvEZucqRJ^-qp{>f*&HC0ms`p_G
zchCIs4Xja|DL)e5aP+g|J3o`|1d@0fOMStvyb{uu0h4#EMMf3;%PnWFav$U-Wt}8_
z-~Prk=}g$I-;cH6y}^AN6cR$ocElAkC-(p}BU&3**ZI5h1m*~}EGR7wv4WrU;0Oq9
z6$(Z)c&sxDn;BC{_wJE}R!LaJEbAtJ;5ulq%zLm9wtVQ~fg4uBi7|@{$P~C={@9E7
zsH7yN(Y5WGwM+La&tTYv^`ocMmL*^*!t!a<Zr)srO1Dt&D=tZ{<G23M3AWbSnZ5b)
zDf84d0}#wGilXrDf8X_QYVMWyMsHu;UTooP+^n><>RcE6Do$F(XgMIgke8-LsU${k
zTvEbu?wum#SXZc1=Wra6{PFzn5?!|Z`>loVd~emrzYo~=B>L{dyhJi3UWz*v!6-Oy
zW#nycb4!|BVHK-R^69!=xlCr49WwB0B3+x_edU^2+Lb`tjDqdRLD0p$3=ho){m;sg
zKg1#gFX3M?(2s)~v`T1uctAw16doSv2}Abh8x#rKg2zk_UuO*R_nO9Q58uJ*wG-G#
zHFnv1wBGw;T9X=~u@!6&-zCFIt<y8QllzFMYGF0z6IyE>V6OAQ{E1%gC4+o&I^~_k
zbR?9Sy9aKm9L{#xqbIEpx%kpeWocNk!{#Dab^qo-VC~Zm_ibVZCA2GQG^IoS?>nCU
zwNcXJ=pdae@x7zprz8<8O3!05F-hL-#XwSe-iv86^6$3XH=Z`En}Mwzvn_GzVP{Hd
zEDo~Ki0X1vS8>WH_*Dc1<U3SsFS(H@0Cf>zAA`O=9M!~AEC}4TZ9aBTM`@FUmHb-<
z^ECTeM9sdnLqPIw1cQ4Z!IB?cTNN0NUDg~FOs>0zkeaYzX(n)|L1~qzUy`5V4~?of
zqW9IkGyQ2ztbdVfzMkf+{Ea>SZRzEMIeUh_c77<%koNaW$z)u0q<ZS%BlGz04BL_3
zb@FO|2B+&2YF;1h5_hYWhc9juy8B~8Qg!+xE&0ydPKS*<Zjy`Y8y;&=D!KLct#87y
z*&ga+B`aiyDP?;+86@R;0~SM*l=D3uZ9dY(8I3exizsqLZhtvQZ%E#oEy=BPk0!1q
z7>5c%6hJ2eY56!)PGx$;%{v&{o&VKdp}JKGeNXzd@GRYT#xBmriwn0;R~JrIkNn9r
zD%*k*^rnI@AmF5L55J_YfBFrQUs%YOE6~(9JaFK*n?!oSsY0tS5E2_-c5waqtZD2)
z>QPB#5Q{QZ7?tty22gA4u@Jb;%0_PNxy2%cr)m5>*ZM#=u>}_FM4y~0R@z=}5tNfk
z-}bEc=QW4rzn0S<E4uejFaC`-)1P~=r2f(J2_pS!>Tl4iF@x_@y_Ku1uX)+AMr%jo
zl1`x?Q>~S?kU{n~N_(Mu3RzEv4?F*^3|{K(ejt^W{%7rIw25G@NcRzr;OU9E;bV#;
zvXQASiEAqvYpj9O<J4X{sk{v*Rre<y-rTYH%;`jfY;fEj()jkl5^I{kIla}Ze@XN$
z4?I?=vRY&-^EIU{)7jI{elz!Yl*m3m{zzY{){K-_S3Ou4Zmx;nYp3^_-ZK+HTQgBz
zx9_dv$at&Ay~M*Rw;RMaJ%pQ*t{iPBJAW@Z+3DB7-vK&bq=?H)q%=56vOU5uxBK86
zLIy)_AOijtL}`c{q>OAghezWkPlM#sLr>nF9kdQ}qj3}APQN5qozVULJ06K3ISmcJ
zqGDnYhv!|C#E;VT^RmF>DXxz4DlYeLCH{=aGB6Gkj17^I_z}FeX~>+QzZ_GWYd>>)
zYX`z`N2E#;gulvNn;0K|{628&Z<cUG@csI<HZ=r2n7fAu?8CE5OM>$9PasssvC)Y>
z2mt}{F&9n6nU7r%ysSQT+AT(-M+LgGtbXN>s`UcRm33aS`&p{p%#VB$ZlNex(M&s{
zP(7|jeUWDLOsnx&?g8-!y`+*wkxy5CihnlS*UWIvth?cl;gQ@S_ov6yV!lSkoj6kc
z6_Zx_i}v5nzsSNIe}vh6W9!$}@KM?%Ww-ac`+6A3u705L7^EMW<&GO>$QQUB!KoPZ
zIz2w)L=x}3R+4!Qzg#|_U_w&K!V$Nh_QSuJ6dbeN7(CZ<MrrT+e^VQcdsks0{%m#R
z#QI!ZiR%mJhTRY$qw~!&uGo$&Em_PWfJ=&lW$g+e1L&EGi;Fp?EoF`b4m-T@#B3<a
zfCDcd_sxx75%5<XkbA*a&hGpRF42P$&V2}CC0)jM{R#ojS5&VJC_z5M*-;Nyu)3Ps
zb~I+I%)-BWo~^^VI0wDS>}X2l9QvIkoqI~VDzkh1G``q>(siI$NxM|gLJZsV0L4^*
zNg~x7YeaNNr`@jsOCOD!XJn+qY2$B@89%w_!sn-L^EZf#OZEa<ui*gIWG;*{1`~!!
zK9?bSgAc^a+`Pb*@#GFPqM&OlhpGm^6(b>qFibT$<MlJ|-HX8>j%q{dspq|P%y+J&
zAK3a-xi+?pMLsR#_=xJ=&Nt0QuWU-sw%*On-Xdv9e}>IWfL#6d`s}y*N;mVpA&jr>
zD1*(5BV#PDi^kU1HOo|%b|)Dfb}#qw?XcT-DRr0E<c-}dmQ`EH;={{)KSnObRvc4P
zoBRDPX{4b`di<lv!_5UDy6KOJ)eo39SuCm=f7F$}`+G}Ao4F~{D<LAtC-}RWY{NE7
z>G%~mtO@L*r`J7!)f8DC5bwo3dGbV~n5_lu)Hb!0Xo%wuhvvt|#K>noI{&tHd3E))
z^^k0I?oTU-u+lC~gmoLqX7jTH%7Jw_(ozl?Cg@peOn-qi30FJn<n+F#?m1gBEM5{*
z3XolvA!i(lXBWeU!_y)%;c7!!*2Bo5o}}61=D;Prkd~Wjlxx%)Vbn7Eq{MzNd)uL(
zmaU`jUtia4)f3svZj-<SPdCbEurwp#GQItIB^#oB8@)^Wl)PUo1b@2`$obs;=FOpz
zkrU8@<2J%L2q041G2y36Bh;`eyT^hjRC1S^nwosdCeQu;Sf?8!CE72HK3m+-up^N$
z=h|ewG*n_NW$flntJN3v<IP(;qtrBdY5_YN_QGcpt~(;PMy<xy>^mrJx-&5PWhJ-s
ztdYm@J3AM0;xl~)_6GL$1x?-F%DkUd{7FWIpcKb&j@((Zm%P!M6h)JJ{c}hDT>lVr
zJ7BHz&v;+(a<%9_hr+O=jTXbvjg>aMDu#ge7<G|Jg;z=)XBz9jQU7(LLxa2@k)hq$
zO69XLC%nA9FGEI#Bn&<bfvIL%bcdIW7<2G!aeF*vK~+sn(Y@DO)~ccOzWL-%<>|(q
zTKnr-hRT16ovG<c2ji&W8c+F)z2MXf7AW$+VoMyXt5Ia8cRWzECR|y}s=t$rEQKQ8
zg6wVE={v?qs%U@5wNH@@e-VEv=(=v`#q_FF_A+tF%Km;X$X}42>!-9i8@X7P+I;9z
z0Li8JmLv0vivnC+en{hdqV#vA0p%j0i2y-26)o`AB<9!2i~EUyP?T_np3)zLPrrEj
z?TF8}2g2@niaVpVO53j7T)UT{DA+l6MtgvFfk#duw#0Y(=Def~Z}i$z-NX>b8#oP{
zXG6$Y+^$^q;~bE=dc0#H?qK#`=EpjHHQzhbrr#M>%ZWYiZ<s1|oV=FH|AJwJq555~
z=hk>Vtp)~PuF>%=_mYb4B^9r5aum$Dczw#b@7wDu%--j_ePPF1@N&`tp4k}Zkp#EX
z@jX|}k5^Y!HFb7=fh!uS*U9W^HzJ~eOvNep!W<u)=v8@|Op{Zz*Yx-C@x9ReV&>E%
z9Qsq5R^UU=>gp=V`+Z&ygPVjQDc|=~o$=a79@Qw`<5R-{*G;9l!=_u9?4<2@x66%L
zt344r_qIiot?W&c$pzcYH`hn6^M=hY((l|^3gSu=<i#1Kjcjl6P8QW{3a4KJu9b9K
zw{8s%2?3b@=*bf{NQ<r^x6Hfuw40)(+mXFS5vMyIiWP(-xvWf1ntr-NeanGPKcf%P
z;zr7jADWZjAK2;NbZ7IJ)M~RP34W_tgM?cq$B%@Ve;MI_q3-pOqS%#}Tdpld(PwWf
z=Vo|8anNSpM>XXuB05SN)V?j(pRNDeGyCS1Y5yKywG9>S)t2kWdTvrFt@WScC>Y<a
z*w<Fu$B}>kR^P|!{=U94-#>e^18N9&W5MsNx)<|`f?7*)>U?Q>IU!J>i61^ZI{Q`Q
zwKhUp$ndG2MRmKzYF<$hp}!WE6Q!>HJ2fU4Sz9xI{v1t_E%|McdvN;mskg0#e0kB)
zyO1Cr!}6v%Db(oo9*eR-jy+x0=Y_IJl*~wd+>1Kr^^6(OkS+K49y(X?_|T<67S-?L
z^@UnNIl4JVB#$V7iG}<XA%w)VPY?JRCy$M~lho&HVd45_0q(UdgSl7|WEltzmxWfH
zGvn2d$P>Bp0Q!@BOsOwC#ha@5gzY6&=}E3=O%1)QJG2LcwS1jq{HsDTU$Y-I-};zW
zF!TDN$rx+4rG}3lnS{_>HksFlL%)NCoSW*mY4O~r|0ovUf4!5LwQJO4@txh(;s=W_
zEN&=l9`aYbpsZYWWc}}qX&0vtlZ(DgLZsrE(LL{mEvNs+pUC(WeITdIv4!Dao1`g=
z_U&Wk7j+Dd<5mRRbxZ%Cgxf?14hs!+btEAARL?fe?qp;8Iy3XWrsg`|{kz9i6WiWh
zxy#3Q>3p!<9~z9cdCT~6$4_nXcb|d$m`d(7DCB4VM!`?nP|f1cXZUJcLy@L`@i6l?
z*4z&A-I-Gqg56;+4l*VG=}R&EBh@{#xcEZn(AT?NhOXT>R*)x1WFy&ds_!QazSlH$
z9ynEGB%P0s52~{)WXK}ef^eZina}?TSro5%wcoa?Z(WaaPb#kRe{M(}I>T~+-F%nk
zN7OX*XH)r~uK%XB6F5{|$Rs)3%1oQ6+&C_NNya$MT5X{rGHUyB!k9x;go(%gEUvX;
z!85_Uo9&U;!X0^h|4v-ZeDj^UcuuUsaZ+IPji|`Vm#tQG_a)|++*sEC_|6y<JxSUe
zVdU88ne18XjCY?JyJ~#+GR-X?-E2?zLY~ZB$`EheGKrBoHzvFIH80;i|2p-#`5alo
zYgIdXJ$18#aeRDj`OpT0KIkrR^5V)6kpU=OW_4_Eq?7$#(y_q$Un{h^D)a}w=e`yl
zJzqeFFGJ&6ipb#T+JoemczhNN*2Huj<tI4UP1z$3GuWot6xC_JV>eDMN!r}>fg_6;
zTMPk~zxO9@&CSKQI0_oN8Z+_3LqXRHo<QsdU;@rdGf0wt_Y}m!-4q$m3<rb?kL66x
zQk2l`8A@87nc9=9az&Y|H+dJ97CJH%PXCfiKE7{Zw%W~O|EIbO15`<6FJz2fS*u+*
zA2FaVD?LeG_$(IX9ce#1r>S5O<CsX@*UG-S_=pBa)3J*M^YUwMU$2Y4+T5V1nEuUg
zH6mc*yRtJu$&1$eGJmzQuTPq1^xvWh4vzJt9UhyVBk!&2V;&uMD!zN_ghypVL*(7N
z<S^U`*w4saL`g{8#J%g+xMLcx#8i3h-6P=EuzmY>u^2qghglghq98@Kr;u7CMjqUL
zo<i(q=&3!M^qr}lw^~%9zK0GRN)^J{x-9hjn_NmyUE=PvOLj*#_SrUW%C%|Ts<$e=
z`As4<h5X#hmXyi1<{v-4!PDpg&E@a?Y_x8#$%=}!nHP*$!mMtvla>Wa>|-9gc=hRG
z^vg-9qY^?{%D!f`TxQ%Vi+yFJi+#1FAO6x(I^{lNp*zo|IezqIYcX@gcb!{(<0scI
zS(fW4MP5v)IQ!%7>d?`L<ND%xH;f&oRW_y+Gd8<)ghIxTw(13&m><cE?7jWX?8Wrb
z-^#Ps9uK%J9b6wE-I6zAI>lP<^ep647A1%G;K=&?8r`4%t#mW%jy|`)MavuK5Gss7
zsP6y#l48(E2NBoY*x2uU?a%Bik*w7+CVxasM4nzRyQe-vjs*%lrU&|S0MUOY2XUBK
zS$%%3_q5dpaJeyNUz_d~oa)Ytgv9*9)vHR+X`65eVj;!(*vl1oC^Cy49pvefzU|B(
z<Dv1G{t@-%vm{whNz}Rxv_7skxoeRBT^(tVJ0bpP(wr&fN2<-_<%!1Gzs90gCw|+T
z)qiFRz--V<ZyT5@^z3yn?oHcIBkAUMGO)tiv-irz?nRTCMkBddSqkx}#u=wn+Xn|F
zpKa}XUG&EM*5>j%{ouca_epfO2Q}T(N!ge-JRcjg;@U2@ed%{5Cu>Hf<3)j6@$EZj
zTUnXCCN8*ga;klp5a%kh^`LwZ;u$DcNDTg689U=!dwZ#`0eI8&mC{7$H4=R{R}Q*7
ze0|9bwr9j!IY_lW*$)$Jji`*SJFaa0?5O@_w#wWds6Zk<4BS5lGrS<D_k6UzY5pk(
zc*#$^ZAFND`Rc+1DG_{#3Kl}kNDWmY$rur|7kH$d&YZ5TsTrXz@R0r`aNPeC8GQ^7
zZNZl)qg}>5B*D~^WX=bJBlC)Pjq!a`XGa2MnNj(h)@YvD<Gi=u7dal8khuPxkJk46
zn}+<eC+c-(_NY<o;;V4A{((WqZ~w1lLPFFpe>QtH{5?8286dfj<g)rsL+-NETe2Aj
zJAJjbt_%ETn_}F1@^h}2YTj@x{k^hyAI~ktVOErpCX+hJoo>6oP4RNw=Q$I8!lUJM
z+R+ND8+%M&+f_Q0Q&QVXT2f4v?MNUS`Mh|&l!50n&S><i$xT-B8Shh&#9L?ggp#7*
zLM6?j**=w>7Q21r^X}f<WjS!VhEz$ZM8mXhsvq{+e(2}x9=5;uu2%bF>mdmV*c*-e
zK6#(MhUdqbwDH>#W<WX&{v#6c>f29fHRV&eZTY$wq)MGd@|JnqTR(f1aN)ASWM?>4
z=&#D2zbeb!TQ=%tMrNlsG{<(cAi(G3*O`wU$!bBFzT_(DynK@PlDUg^W}#DHKWmJy
zYx!E+%3d!WwlTpq^83!7y<zQEI#%yD`n1Y<qshvQ?s6vQc?ULjE8gZJ50lI}v|b(b
z&{ki(Ew|(5M~W@yeXri>=ekqR@pAkNf*U=^WcDVWCn^-AjD$9KH>fxywmp0j!vDRi
z3+I)<_KNS1yHD>y=PD)DYD(^qb=(`MJ<<RE#AF&Iwa#K-17V$({hQHhvjPc71M(NY
zm6nnq35pPw^uQ)2R<qGwvRQ@s#Yd4`p`oQU1a1CLXrUg@E8J~etY&wAGipFgt0OIA
zeBoN-(Dx|;p1HY=X<yFw`c{1#Q*O`)5ZxMPUBmMyBqsI?Bc2}5ne}Mo+{f5(6J1?;
z=bjiU`zw#shdecUcu(OmDrJ%Qel!(m5IZ$XTiwt2xp{<x<D%g~34zS&#_pi>4|H$!
zb_h_B`(G%l?rHO`<_~EJpp440X84x0@N(s^kC~uCkQ6hUdg-|N=iFg#n)#Z>=7_~1
z9=nRY;!iT2*g`|JJvqu`k2%K2$0z7TC%!sIMN6xeeyPFzi3?^lAVA?+RD4mWqpz>h
z_S=cWKL;8rzgQ&t(b6ymrpzxbo%!O4U|gaqL|9X3gZGrn$i@an+)E?OgCKdiF+L3e
z4|gC~ii1`U>F>49HS!Q`UR^HVLs%MCzFI0)*uE>SzTR$d!rFQ)bv4E%_)#wT-0l}A
z9SHej!q_s70Af<Obi4<GzDRG{x~4Skdps-<Eh4fsFql6WF~J{g@}S>Up)k~?PBd*V
zdv&t0$aT?&a%(d>+f!P{c2cW}Z0CKDNE#N=Oj%}e;1lPeT`cF7wn;C%`WbpCbjixU
zh~UuWHSLTX`FYiLUKJU8Jyx2e?9Vs!_M1C(i`QEeJ;QhSw%vHPiUsp~-r<M$(hp)V
z-^<igv+_U4sh7>jAEbP_ym-cEj)Bn9`230QJKWyALVl)7p%0(^Pi;Ae&$2P`C$Bz<
zz5ok=CgF4qyle#UfNUXLu$c6ck2vOo%+x>`BXMz9ucX;a-xPfyyv>1=lQZ=^%Qd>Z
zXMa@u$(U-2b*t|S|5h>{imjvP<X1HGN&UN^u}0<Z_f*EHHM}FetdNO1CtTMv=)JWo
zx!R$J_WgGkKAV|}sKkD$Z17n;MEuGm0JJEmspqYRPKQ<v&Z<3y9vp-8wC9#m-`4%0
zZFd<kWSuTP{hW8HU<7LATj0@y<fig(LnMsJg(napfEWAo&JYtL<7~R4x9!(HqNCYd
z>-$?M75V7K&Lq1l$b66gHnf*7@qG``OllvwX0$)POek6(;u#D`G@tG*MvNn(zDPP)
zzeCMKM5rU?qz>fd3yCxaDCse~?L|#f!SdjqN%q+GQxlZ2Lwm|tLWjg6<Tmqb&-p$y
z&U=IygGV&tq*oN=S_0zY_81x(!Wb24dAe{&lQCs?S%Pf@l6DPBJd1t4W-4uroms(v
zO$}%&@eiTtBOV1TJ%BfcBD#?wgxL)bOSWy>*3{ZMyeMDkbn&+LhZpS=oh811J&q*9
zp9#}j!}8wE&CNsOsS@TVR`D=8ab#ltn5pMQg2}~r*(j(n=fWMmO!Z=&M}-S19}*EV
zX`e5DW2H!Bq&A#RF?$rJ<SYA<vtuxy%Du-WP1KU5;!&S;&4f*Y0fY9-6NedOaPG3k
zOWPmmKGz-n+{3{?M0<<GfvAKp{gUCHjSYMcNUq%IG$$th5E5b{nHDe)ylmwN6Ocdu
z)eu<+hVLv<WFF$Ml>`U#MAQaFhP=Rcd&#|s|8g*w^3>~YW?x=giyRXZzrW&du-ATm
z1ud&2hMN%4y$}&N!8*v{Im!)rS_c@9J41<b5%1m^tQ%$3@3@fgt_T1U{ES{+UNZ{|
z=8$5J{9r(!N>>_{bYzfqbT@WMP^aAuJqHpzPhyPR!;>$ptGfH`xSB5tQ^SLVpybhk
z>>VvE3wNuWN2c?Ks=jz0eRlcLJ&loxzbq|PWtT6B8(K`tW|^6CMf=5tiM4V?A3Uhu
zW;U4c_%4rh&*jrx(Q8Hy)0uAc@6u{?Tdk%AN4ZK|oQCh~Ttj#Gr^7U|sjY2$#~KsU
zo;@xI@IchdAyfZD%+zp6pL`u2Cg&t#hE?`jdpz@a-K@_K7Dq9rT9>{F?O!*iR*)VK
zjm{n9)`vn0vDdHlt&R(<z{G;V!;qfJM_n<$un@kY@91~{|J#AT_mugk3jx~ub3z~9
zycv13!DFxxXx!A))WLUP=L&vgn(6(-TKe+!E8qV8wJV+~Dx`bEt1nB4v*$D1-JNn`
zmmdu&j(*KOjro_NtEG&NbIabWpkkU}5gxZY5pb~CSdTsT&@uDYCqm?TPo`@euV(s}
z?s$;$<LVaaiDe4X^As4w96-jSzc-jiz{ZZ|%KKt!Wr_W~jr*eMS-`Qhm-y9Nlr^_R
zCTHzBYOb&v;(2FRMdz>Aev*9T+@Cp<C%;y>2Wr3jIKJPZWKx<K#(`!gLC(71O8tvd
z@q|$XOXH9L#y?fX@N2#B-aH0DI)`<Gt5~IHL{<68Ul>%4G>s9_WsJLgWGT*p_{!3$
zA4SB58}pikK!v@fSU+r~es^Ls^#*|7`k@#QO-TFuam2Uw=L5_ka#++>RV@$u@aE&k
zj{-Dz0Ze+yKY2iH$#gw3vT&waic)&_1-8yk%F&)*@9Vp=cRfDJo4;Dv(6ZSWyI4O~
zO<^J<abjfNS%Ut=(fzlcl4$$%-U$q#cOP3lx2>C2=$&%vrcaCK=hlte^B&gZtM4B^
zUQ()lp%@$NUfsHnhV~eWt&jd&&iZ=oJbGM#+P0zoGS5J*a0c^HyV8dS85r3`UWNdc
zrd3N~nxN+M8dLj3rc;TwIByUamhcy%z(H^m=$Pq|g@(6Fr!XJ&A@(TZf{0vfLg)Wv
z#A{6JstK~Ih_SyU>kWU`>99M9F#`WTO#!j};W~|9Tc*-xG4{RsIWLB-O5o32SoK4l
zu9zvS82t3z*S7U{rilwLx?Vq15mGGP)gn&eUvr3#G|=9{pHJee_iam?GPP>G3**k(
z$L9l`e>kTMX)ByNx36TGF>UMqxc0c!uIIUCr(dVLh@>5=93K55a3Ul!PDab2xXrxi
z*%zaWwg<JPx(vc!+GZ}kedRsM{ovtK-Sll&x2eRX369Q%t8Z*D%iahXSfZM|e(k)_
zvO8~sVPNL`Zmxma1i1p7ACr~RHck3@4tD$R36eXwyE7MDnVMau>@YZbt)OS<r!;$=
zYLG?O>(vW|)rTM2eS&t(wEW=zO&~xaR!`?Mv(=$!QhNK29Y99<EtS?-uC8^pKN*1-
zDk5`A+M(w&Q9h(ZD%L`Qa}t^;DBTvHwCA5%EI!rd<e3Y6L=^M*pnFB2T8*WbhbRPa
zs$w-QKP?!@&VBwS(lHb5o_OcGe*o9m&#OsBxhG%EJ7;jDUX=6a=DG`8%FBu5m(^3v
zYD=*$GT+(<OcrC3t2wm7d;UMBzB`=DzJI@=A|+&ImF$&Kl$kOjBPt;xgsg0`Dh<gB
zAv>Fl%&aI0SxJ%+Av-%%_V2vz=l93A<G7FKK6<+I`CQlg{Tk=%e4S@lz>fy<Xi?Ie
z_S>#Cold3ry?04jw66aR6_aFagne||vqMR}&K~<ts587ot(Di%*JHhP|LDVk<^cVE
z%Gg(1`#2Nz?kn)srAs9D-`TgkXHWji>8jpT`RzP&)l@UFi6#QPdj^}@2HwpiR{hYh
zadENmH{!$e?B7ldFHFZoFZxbRP970xk*S%^g2E2Ea;OBcUb&s9daD?<7R_EGzJ1Cv
zl79X#F8oWN@1i298TBf){XX{PrGId+tfuPT=?z|%fn`hYYkTY}Cb@`zBrJqv`+A<K
z{r~6ITJuLg*Y&-}?tnT+E~$p1UD<RbUJCPC*}KT)soT6-;4aS1JwxiP#3Y|h{drc(
zRVhq$>RC=9|H@SUq|&rM#rT=`jLDJ%8xm&1n7AmyQm$Jm!q=WPOT}x{)tZlk^wrZB
zIDbWvksq!E1NS_vt5UtDQ(=?P$!Al_$TjoZRxC#NTZwU|%{%)Fii_4!8#0Zle^RN*
z{-ttJdbw<W(qfic?f8pBw0eR~%~F{>h;3G}XpPjjopgu0U=YXZ9yc+^)VLapEei4N
zdhVoGjGXpM7*&Kfux>?n(BA$dR?Pn|@w}a|x9>rcdsvhJ94pfqVyk_Uv~^%$OIp1p
z`u*jcNds(8fYdn?`I=BTPP)+YQBXYLHB`_R-3uwyG-AXUuLM4im0C0`?yJA|_N^Qe
zN|2J+k#aKMyJv)yg|F6gY-^!O;7Ae~?iC<8XLjy-V26#`0dYUGXF6`*IwjKg#P+|Z
zUb3K{yLRkY>ei3o<y@J}ufIfY{t9jpk5=&g@O^E4hr#yg4_tBdU7~s|6V8(Ck!jaO
zEgOPNPhD+y*PK~A^tvZkT{HY@>}Ab38ym?&;{szFn}!QoAxX)sre|aO!<Zuyjs@(i
zoeT5Y(IwCz^?QBIHnS?6I{IN;jE;s^8Jo?H-<Ky9et7b~rrNo2Y<(wC&}~UZ)xqjt
zPTN&GbIbYsqW@Z2-2L|8om~^tc2`F^L<%M;4L~W}MnyGy;(h#H*kaez)UX<Hu+V+F
zM7NBM(9#D-@SAXHU=11fkNo)hv`R-rM1^H}&`y5^(VKm(R9Ew}mOlE*{N4W2mTpJt
zHP`K<H{))JMK`#%%AVDTq1yT7SjP3$smdic=blE@6elV5{&tzGLo-3QEO{W#2W3TF
z0jvxIOw-ElgeqAjEqnNpIIReV{r({mg)fZXJWKhhXIi+cjc?4F=31)kJZB4C8(kX(
zIo%n~ggZ~a=k69-Agk^EdN1jVhWVpjbG)agjMaO+$iGoPD`LKFwO;1^6Vd~^{U7Gn
z9x`Zj{x(<I4dv(%_qQ2TbuLoxzLOialkGP0`CeV~`(plx|E+MRHxXBbs(cfr7mw%q
zlErF-XzEL+_tMQr-2d^BaPXe=jNV&A<~wM^&sl#)Tv}Q{HSCFLI49lBCnB?#`Z6!F
zcpeE&mqN#dVFW9ewH7Ngb6{zy1a<s&>2r36YJAlxNyFSlEX7Sag5pZjkEcjoP24DT
z(KY23iT_dkG=bcoB$fJ7mp7H7^|ACv=8$ES{qcjx*OzSXUUqTuNbGO`c*oW~hCQOf
z!gsO2YI2a0GM{t@T{u;hPY&NI=0i;%NzIO0d7Zi6R+`7WMM0tP(*Et`2f8{oex2{M
zqu(DL(nd+|_QxdC=0&mT-S4w&;xD;3-CuVNFh-@c^$PfY6HqRYrq%oWA&<Jo>PBj+
z@6g}9BBid9;nzJJwQnvI{vJK%9ero%gz)@NriqX%+bHcjb<X7V*Zit==__31^Z7m9
zv6S~%dF%K0b6%qsA20jf(V(mN8BU~1yGGOU^Y&nC1qNb4_Nj2y0SD@R6cl04o{cOx
zuy~J4S7jax8`D#(n~|bbGsoo{oNhkV_1tYlTrWjRSuiA|z2%=_L;acjp8Uxmi=3B5
zc5+kYI^XgmhuAg(Lya~ce(Q)BKEUO)L|s(5g@=bTCin2zJ*s;c(}qEj2rDBX37vxU
zf8F=*vFPg^=hfya7v}xs*6&r$t*q*u*Wfx!Hxc6Yk&%Dujc#Oo*^<ch)V?jw)fPSp
zS+c)LugjxyL@yWX?YCKuuD+08?)I5gEc<1HeFZDV*c`$S9wabT=v8@~P+sdL)34ky
z5HacAps2Ze_j@2$@!I(dck<b$2J<)8mLrqad(}yDulg(SjqdlB7+5?%*zxwx8BaY<
z_uB;{QCk6DuYCG-wxrLou5*2)$0%vjVEcW!;?febx8vrk2`fxt+vJdw&Sg9wm0+wv
zB>_<=MGcK$9x3PhHSgx<g|VQ|%62s{{iVIDywSN4u5V>dw9U|S(iMnQY_^rg7IlU5
zc_GL>L#wAa<v^8^SX0HJQ`VQWN?fy5rF?D8!j3O%&B}ES9&S$>%49!E2BHS+5FjIV
z@xq07VD!n(nCO7ZQX}k8cprSm*wYg%T|-e(L0>h8zU_ad#7un%#8^dpw%2<5KQxVu
z*RgT?-Z*F5W}aj9!Tu%P)Mv){H|=@#gQs_N<-R!cxoGCjY<lz8;co^xwTHeY(k1n{
zFv#C3{ll@n8uKmwCpk3Z<F`7PGQF48ul+eN{^ONb#GDDoL_*uqiJ%-=-DbfnK93Tm
z|MDwU`>=S2RBaQ#m;b8&@mR|J!x7ZKgJK!iM~&cqQSoO~frOiM2QkIv<Fo4ZB@0i2
zF+iI3sj(l+m)!0)UV5BPUO?yU=W>G0B*f`do~g~1$XL^vYaFExVEsN&O^cbIBhF8Q
zs;cpTgU8gb>0`kf7fX9SaqR5vzf-NsshSps&KkSaJ^9ynCIS|zH>3f*{@=8P+?2zW
zKzNX;*cq*UiTd}+t$HUlndqIr))8OD$!pll4pinSiLdg=$l4{gKG=WHGAr(rLzrq#
zFI6BoBm9_ZzpVWtWsK4zh3Yh4jhhQsb<ZRi2}3N`OG&bCKnk4o!H2KIg)~ilJ<apV
zd)ir~?Mk2R+OBtrfy!;*fwW7GXWNB-g{`@Pcao`NrerjI9!LM)8UMas@+#r7-&EP?
zOY7+mu5<e{H&>{}{@9tdQ@J-Nm}FX!lpk>ZK2Tf!Yi!m;+Sl67&KxY}-W{W}5Ka6(
zdDEV<9W2a1>q+JX6V02Kf*<M9B|Uc#DIg{NP(;c}?O)XKr#zMh`g5hFf1gR32Ryv3
zY=<Ume9}Lt9_y>nfEs}=2p6Q#2#q1ro1eq=bWMVoSXn7Vv-$<acV+G(4;5`2P?*u#
zdERXAr|uHg``e1I27PFxaqbQ5UQ!AyQOC%?Ju$Dg&u7e2F2gXe?TaO-A1`#HgQZW|
z^(nw4ONKRCU@@ge@^xJm3~s0NFT6E+ys1#q@q1AtfP4LX*U&*Z*Oa5rTQYyF(=03R
z!PB)?p%K~oyZ@T$<2`8(UWW9izg+H`4<El%_fbODFR5@lhSl5Wb#}LJtx25b<6OTp
zclz(9&r{X(+|s?KWV3@c_xBw*P;|Za5t+5T#onSGH6tT7xKHhz7S+P}_<>E?7l{K)
zmyF(NU{{c=sK+ZIW?fB0RMfY$w6r1dIttrPtL1-X!EH4i!;-RBHAAe6dgAOFs;gxo
zOnEz&tRdY}_FQ(Wlw&|pP+Cz@$EXP4@SLlqpN8oopO1`bQ03fsG9oUZ{Zl!l^)bog
zu+`7Di*ce4jYT`8zo<V`J>SK)c{i)P-%cjzb<4J_#2o{dqyOcp6><BLXyom^wNtgl
z>f0Jg$BWYNSmPoQ$2Zi=Yiq(MTu$bCCYCglzMb5Q`76Eg330d2TR)j}D`rkyZi4pR
z{5OMbj~-o~7Rnh}ykb-v`ek@xZiV?ZmCVMmYV@?A5+Cn89`6!OVcj0pHOQY>9sx@&
ztnmK?Nefhk+c}Ms?vOY;eE6_&;O{rJPn;<GoMAnuP}GNnNAw!so}P`b>xd=uBYl&R
z%UmF98rwSd_0VO$h~Y6xXc<y7F-^5kY0xhQ_rb>l%l?kHTg>dLC(l4|PSD`bU|IO5
zE-PH2lW7i~xm?LNWLZn|ZMwynhRv$Q*d=PL>b|0gc)8tMQ3k`#;G9oG*+v_D>GiLR
z_UPO4L~^El{FKk_D-aa(?bEA|$3M932y=HTi?80P%(!VR_su8b;-Ie9)AQXWQuBLd
z<f;tw^%;F$Jsm1_+fL1KZ}Wq!>)S=$sr*NsxM^cCQ~yQ-j@fs0&5coH-=p80m&V|)
zO?rdB8X}utdV8C|<e!+C%h-~5wf$toU<M>bl^|{E;^G1?T5Uta8LEQO1?Zk&?P&al
zu_^~OzAu!_;<V0w1&<gwj&!vM3nSyu$IznyT;2Ol=;`Pvf$#+#2v(L-n0*2$S!g4i
zV^i8E7995M-i^h~8&D%Y=u;15EV=Gp#*^DBcERtz`U_u~JuA|%ys&VJfBPs`g{_j=
zInt=r&*Sps<kO984x+mnT4uwmjEmxJcU{y9DOgqGXUG~++wBj_k5do{;mFgkIc-J>
z3SFoL*QpYA3tx)P!~6A5@&Acf9Alb0X>_34oatVaZCpOhyS`3k1gHF~Zg;mVUQ@f)
zj-LCZyNxa)Ca%`SYp8c>Chw!CY=ct;ogMSSD7{ftNNMeWD_>~?{JJ_!HLc1a^#bkj
zpTyc@@jy6MCBZn3ZLJ?`jn(3d`0sqhzAI;7W>(1PP%nGhY*u(P-0v_cs;IE2sBwpE
z6MK6~IXStIzdo?-icrNk|53xZ&GAF=DpCn>0#$-<nwNp{+R-ZmTkPfKcPmG@9zEnt
zS48P*xH}yLb_l}MzU-)szhtsgvh73uhr^}I;T#d9C=++3$fc05Pbio8I+$JRA>nXj
zqv8KDZy2o+q}aeI=l;~NetSquXJ3EFYRY}f1JCCF^cu`ouh|iF<8=@b27|p)tB2)A
zd|Mxx|D}3#ZR_1E>vAO3#)QOE?gU#FQ$}X4jLd{%UVl7%eot92uB<MD`?g!Ea;5!1
zqQ%;n;QHLw<}pyVxcT|5)!x^sef=&-M^5PHbasZu#i`+YI%zFjlDM~U!N^FH0BtV!
zH`ETk=odTk=zM2V`p=u-mZ@=dq_)au>;z!{#1ob)z$bq$IPBkDn=14bQcsL7ZGSk%
zILl$1SHZDEL{LC^&sELU85W6oq=pAl%@EI=2S@Pw?6hL!n2%Oo?R&lxp0DG*Vmsdj
z4Rb{3?!NSAY5mFWrHrXh*1L9|RB7dQ@Ry-7Q#|zh*~ttZ$A=%@c^n%JY;4sXct5|k
z)*huJ`RdNnrBkJ<yQ=5EbW9g%yxCs3FO%V4?b~U+pu5r*jG+T%Hv)IvWV}#Nfk$KT
z_mt1?b+N!cZx&2dYfO^nO1HLU2SKzT41Pj{buAbM1QZ4}N1&x<`VXLofJG8Q8y81{
zFj<>D!@0X=KLy2?uCDO~yB`z~Jv&HyLMCd_3@h5ny89?j9TWL@4VBav{x%lsnAx)M
zPzMO0z<_AsUrEM&<UH`<K-z=K;DgEoctZJeUeZ0X3Vacg=b5?KOWD>3_qaMvO(=>e
zIyNsatml0Ry+kc;k~Dg0^tq1kwsUFjDrpu|oi^gB@|zaa@?W$BH09}pH$8LnEmz*$
z+INqd@z8ZE6APS?>Kp>g5jjyDFSwoT5BGF^{J&R5t$SpTdNsO{)g5ZRZEFv&YPWwR
z_wST6TWtTAXQ(l9zcl33r!R6JekFU@Rc-FZ!zv2w+t9O!O#dZUDO~E}G`wHp<kjwx
z(NRn%Ep2R4p&SO?HE@QS#L{>`!5FuF&irz%wzd}fZ~%B1nVC^tJ%Mm4w6G1R?{Sl9
zP?CU=iWwYLUCcJA@>8P1GGu;J7Xk|)5U85=Wq266YJo~AmfzAD29j!wpMU)|`|Fp!
z8c#GSI?sPAD?ss294TK}U6t%`l3|pNR89Mb-ZZXn8_>IEyGDMUoNdw5Hj-~*EsK7Y
zYtT&=q=vQU8vhcCpf3L_+#t73X(pQLdm45=n00VS^x5y+hLi9rQ<#1BE$tlV>`c=M
z-w5&Sd!yI3GdqZ-TZl!sv+$kW@HrA$E$_*E;IQa}c_z1?rLN^-N;<af?bpTZ{iOr{
z23mAZ=UNHwJoYwd(|s3g1OEQ-jv_qgW)}83*Ny%gx7g{*`7G|}a^Gq>(+u7BF4-xX
zN%2c3UiiF4sCm0+auZ*Un7QE;!uFsQjT_X5KM8HyTi5e*9X8LWF226+>kH{Gb7;XK
zz1yi)+G$c50Hy|UV10d^H*tyrc7YI-Oy)^IB!UtKPu^JsFNn$V4DTi(aqnZNA(21s
z2zF_Ba3zD2({_J__c-V<`y;|ZpD9?uXprJH#uu1+ySk#l>I#|rhLv>gAWl^qakW;K
zi-$_Tn}1*;8`8eDYICv8#Hn-dSmrGfsOLj)EN_Tu;9q^&_!=)w;L?F1mdW0xll0sz
zR*v4j+?*2GI(`UP$JyB4r%Pq$@@fWi|10{gm7~V?w_@&)NBMx<J(ERYZ}EdiZ(QED
zzA(_Ov=4#+?cJ7c$`lk7>`~2=cP10vAM%Ip{#USi?r7-``=fFz%VL3E%la07cV@dj
zs2-@I(DrYp6NV8Oc7abyh(f=m(<*);7UF%-w7vK0)hlJ1X$w_*h{!>aB|ITPD5l#E
z1Xi?0$z^}BG6}&k%Cv*%mgbAU-r%~A(iPYuz}mRJ|NPv`zXmchGG4d0w|~EX-KKVN
zbb<9WfJqmM<xmG$Rm}hWtDLczV<pqAaxTz})^Bu7_5Hb|3&vJ6XY$LBYTWRn_0(?E
zj`oa92auC#tF-)0sN&8lyX{|TrMY8UfvdGUpI@zfOnP8^Yvb*fpK$@S`CjEajy8$(
z`?l3Vw}`}?{LwF^((!%vU!~Q;TB1lN|LKK|{gB_iwMj8E;N?41>MG^0Ucerd={Lu<
z>i2grHeO_i{fE_w3uf95+0sw$$!+*mTWmd2&loR#yAl-M{Vp#bM(Df5?<HhxzW<fH
z+pe<4u3)m-QIMK#&Ey#Aj-7Wl4~VytYHt0`;;lnjL5A}Q{kD^WnEB2-1Q=(K@2SbU
z#D|T}433D)(CUDF0}p$n@v$2aPv8_0(R#Mv>EVIVR6H4T-dPcW_d`S1fy`2^&M$G*
zY1z;6F_lzTCqPqBtM{1tp2bg&JFx^V_qKib)bpGZpPZ?fnWxo8|8PLV8laF+xGJ1u
z;P68d>C;)ZQOD(bG%M96E|t2*y!Pvto24zEY<C?cCE2rU0ffN>tbY%^*~1Ql0Yq#M
zPssD65E}}EukLI~RhVWhw7TB$%RZR%EVjgEUh8-8kPX>`f~5T@;~7s~b5Kg{)mZW=
z=O?Xpm69c!U0d8Tyw-Ab;grpl`U^Cy8WtAgWe2>$@4HpC!gXw8;Xt43u=@JHXd@BF
zza{6qKe1-_8~Gvv@bdC{VLagKNm1lKscV1#{(UH>U@Cg}2@OrRVFI<k0!>tEjWK+X
zvGFy&P*A7FrImFFOSg|j^B7XIIwrxF6jCXITlvz`f()<Iz1!#QAkY}xZ2Ey6rt~W6
z>Ol?5BW9w}MU~46Bd#D*Ibtc!)M_$Lv^@7z_$7##j|Kk_V+>jbQcbl_$-<-hZ6ezh
zgEhU)r3|@p+7{Q3N$LuAKYsl9=YCs6+aP#8txY5A-sF)EO1Blkq5Gk%Uq?GL2lzke
zcKzhIMzVdY)tYp(Mf{Cv-@yLh$TkmI{(!{I5$-puP5eS^Ef5}@tr}<Y8c*`ew7$tz
z=n^kh(9qZ40M@BIdxW-;(cB;Du^ktWoP;?iJWTK_d2heCxOmvpr-z%8CG-b-Iw*_Y
zyfYSlEcyrJNS+(pW}UlSpMLkMdE<P(!nE9fGLq)(T&u`yeyxdD-ZR#R!%cFm6TXxM
zdCPnt`>}6xbARvL7O!E5bo1xzxg<HgAm+-v>*t-skOOtHM+dexOTQn`0fQ9!4MP0}
zMw`E*r~<i`Mo(Ofaf_F4eX4V|*Rx^5bL<ualm5(|{2tOb&O6U1Yzhq-Ro+znU~V(}
zV$rWHW%J)*Oo(Y%WYx^gxiHz*U`%sr@9sVaBP1yMk6eL7rm^ss#ee6)Y>Zb~yTg(r
zPQfO5JngT<75fH7UeX<yv|(#WYbp#LE(F1LIgUwie)=ZH<^E@Ag3YK!e#V;U*#(S@
z9f4|FM_*rHyL+|co1OSQL^bFIMsXZBJo(cu?{EPb1D|2TD}l3C#eU5bTOF~*cNQIj
zy%$B64hj0}Gl`}|yG(u4($RlnTmnuCLHa>U*b!4SJj8nFP|W;u!sazqyLeA<<%#sm
z85aNgtBUVTIsDlCo^4R>5?gfu6L<M5^!ZCGeq<XzOWYq;zRf4q;eWX`o3vJd-==UJ
zXK^E#Y)D2ug*PyFwO{||U~%^R9uT-d@`rh6`RcFitXJ7*P43@|+EnQ>eOuet+vw7D
ztr`5S{)9FIQ&HdStgP$q?$05%snvfD%PP=+QYaSM=I!kbc1n+pxv}wSnkz4L7sONA
ze|&Zi?VElcW!H$<4sp$!Ha2njuAI2w=#G1A{`{l(c>Vfq$+XK^m$WZm9{n;(xWC`=
zlmPOrEw|=7_>wko9~qp?5WnVsMUzl!p5cq2rlnQ9awV$yP}JbN(~mTDOfOq=KPxX>
z+Ml#Ja=5ojnMy#1lH||aKpVYXRmAzXE(bcZsLo}4{@t+M=?WXV*n3&!J3--qB2oR*
zas~G5Grc8nZcK#Xif7NR@q@8D5dj#2c4M)a!D^06`0!KAoUNM{W31IilBcJqQ<IYJ
zp%i}H8-pIC9fT%%`FlLWf0viBpQPxJ^=El`XndSoRrw||xUTMV(1jmJf5;~_R4F_q
zJn+%>n!cTO)-&M0QF$u(6ln7l0xJElm!Aq#UGms?(BQSwY_wbc^u~hxqs@iw@gdU6
zYu<86b6u~J``z|k-J<mO_kRQFS5i8Dh}_^agDnB$y+68V8`}wC)a>l$(QaZyN%}%Y
z*W<@PU@Obg#ve9k>810>D}%cOGInjhd12e8#I<_vYm%~WZ%SRe$RS>1es*K>x+I%7
zhC1|D3>>hv;$XlJ`;FN3buUm&GqbZ}pLQ#;$(=m;*tjHF$5UtHhPXrCuCDLjr#K`<
z3b!ezR8+*^4L^2`2OYe<H~aDAEKRcuk51rct)`!R7afg_@7}w&9o!IUpN&bAYhg^?
zhT(Zl+uv!>nFvS&OhJkXIrvaYs0~{W%x2n;27UyscAV9f^dPn~Acm=&uM62+1mYeQ
zdm0!NKo8cg<Xbc!UJ^(x1og?i1)L>6lFwd_q%~HGlq5^s))PMKoE2LGw=fxv8GLd0
z&)oMt+Pr`uBR79}lFanAVApW}z5N$0pIR|qXkQGF6Ip7i{77=rV}z8==U-B@6Brs0
zW7&!QZ5RWpowK1o#7rU~Ec_1aY^Y$-Reg5FEx`8`6%$ir9Do8{PY<uE09>@&o5+bW
zxRJx8{`<Bl9UFB00LzkZJx}+&JsC*?C8*To<oBZ@6n~R4Zp|Z;j;r%TYWrtT*J{eH
z6XtGrjn;qC+f_2as0Vw!Xj44bcZWBcL5H&a%a@;pk47Ic*$ooGQ6@UAaQpcyY;iXy
zVP`$&^@3Jbmcc5v;Fr?8_U`LDe@HAj+`o0aL9O<=fn{#@Xi*cx`qUk&7P@bFhA?mU
z|2}ua-u^S|K=?TZ28J@8kNc<lcfoT;R#p~N3YaZ$Tjk`weE9^<WLm`sYp&6-($H`;
znee@SSENf+sGO>TNvdgt3jU3(b5Qu?shbt6c>}Q9(UC_`W}xoGA(Qe0Rd3!XoaZAu
za3HaGX!u5yVZB(JwAkn#<3gb^F?pDT1F8@T_u5>>I`O3^C^ZH8H*9(ecZJuSHZ>i7
z9{&qAp=|j*7v5I3tzZG^(UI8b+~5B6G}-#+2VNOnA56P*ud&5*?u{6y2~#|6`OOY4
z4F7qL9g{oOIC6&Y(ohazy#eA4;i{wm@W;h_wThfN>o_2ASyO0zM{|C#ytMSnGj@yc
zMh<;Ze<?CyblDaVF=T!FM@{%vqb<S%UVmAjCU1l)?BjR>!gW6|Vlf`G*p+H?(buYJ
zjw+`+6yYaC$f>@5T_K(KDx+ccOi2&6>$l2Cyup9@nK7?eG)_8}S0t)KRLu&kN-svd
zI)g*Ms7k)w+P7M0g^fLkQ(Uy#;b9l3o^`1Z&U;{S1OAH1S2I2Woe9G6284RZoN>c0
zMM;%w7E@+Ok*Y%v)v}QfgeQz*9&;^n=)6&<B;j`OI0Vxa0t#^>cMF`MD9<&l{5IT`
zKsF{wEIFlI;)_o%8m<`_U?WPwI28d#Aw(m@f5n1)v=gdn+Q+8^u^N+}&J`64Gj99p
zt&KTN$;f`bDB-1$197i9uPSGXewW&P(zt_ZVr%&Ar048hx6;y^rJn(&BSn2R3XMmR
zbBQ;3>(;Hk<m8Gg)#H1?zk$T(=dLbgdHEU!Yk4(aSed@F5f4bN9>VKBie#5ul0*ev
zKg;7!Ov?RfZ#hj^R~-6oQegjkq*2k)i9UE~X1IYnFFx!XM>w65COuN@;k>mA(*@f@
z0uw_+<xRY#SHn9eG!q0jH%pWJ6rzt=SKSxBB=KeCzQt!20Zw-I9pUX0+T)JWYLT>)
zqoZ{I=^lrKj6;G55;g+v5;w3a1iEAmf*+!MVC*Q@?i$F|f)+#ANbr2v>3U-|FHZ>e
z$cl__D=TC1Xtc%#`uhc+yc6p-^fTee!blh`T(e^UqBDpyW0x7XwU|2Y<l>Z|40(XA
zEM74*f$-$q*w}z}t5*H&)YQQnHj~jKPqXwj4kiKEOQqhu`NzoORtZ&26H|<<EcgDp
zrJrvLULIe6yR}Bt#Tm@^;{v;xp=d>H=i$slNSioqzQsSGih;e#ls9kUuuLBo8$0z|
zY>@+l&eN#gkUNsOCXY)<9Aspi6czO5qAVgYPKu;gi&S$&9e``A(7_ciG}dMFsRp70
z-0FN(&E8nzRD?U+&YfaYbTX_;<kX&rf_>a!9nQ+eH0{qBTpuHbsepu0)fB((njeFY
z#er@0=@hb?KQvEW^Lj@3)Fsu(`z)ofso%D7^S3>I=FAz$GarVQ(8k(dg2JU`)-6pK
z!y`(<YEg-j1nk65*m3MveLPQ7)7jN!DjutNli?Rk<kGXURE}q3cS-d4aSqiYb-#B-
z3=6OS+hVG+)V>}bY7Wxs8z+_b(%hw3yR=_jx*0{ThCN1r8oId`rzWN;kTK}u)?hw|
zvE^xq3^X+C_G}U6<Ro%wNLk?~Mu;yi@G$tevE9G3cC26Sb+ZNJ2Em;Y&Xug6q>SB(
ziY_Nd0Gu;e%^E}94?=m@#Wkz0By{5f!(xn34#DeyIMa>(3YUwK6*0UuS)CARvw|Q5
zRo&>=X?#(P=O6g_1&I0}KoO~d<Naga`92UHQ8Dn0?!s**7rjV5cB-6{i;J3p;UjkE
zxTNc~#D1!-*;m*<-W@=7-$D7Qd&T2`fU}U?PR}9K6O>XGbgf@N0qE(u&(pHL;13C^
zs}syv3xL89vC(W4O(ZJ_QbMR&Sy{2^D+@(VCJ3^KD-4W`(SM#N_~IF(zJc2K#Vc1D
zevdZC(~UcKbY+~khq@qWlwomk0xzY$*r%s*@bjO4M&k`k`|8#2zBKN1*@Jy11<=hi
zu;YUC2-Gcfi~G{|`YW8lc0V>@g+h=5+_Dlx3{S?WJQ<2{E~Atl`XNP+TmwzeC+1bR
zJw4Ie&wg!;;{_0&nU^y%nUTnPG?5mjitx!o*=`ph;r^ss=_p*n;A=xz<Y;7=;tfD^
z75jy}ss>K%P)c20TjS;DAI6$<dP)kRCl6jPMXBM_@ar#$nIV`>D0?6O3MQ%i>||z^
z%9AINA0Bd+w5Egd>R|cXw?@wj;Lu6*aO4Y`@si-McD>;rd~{pmKi(u1fGecAq@@jL
zb|3;Jmmf&e<|S|lI>XYE691ohyDBfkv+CxpTYo>gqgNUh->!cCJn@0?>?(?1)EySz
zgN7VRk3iuZdTvBP^jH;L2<nX^ct)si{7u@U)rjkS(r5i7wkW9Zd9fP(+NS3{>`?S7
zoU<D4|3f?G$B9)+eXULnAV-i}PNufRNg~4Mn~)w#ce<lB>2KdALXs^iu@P!EP^}Hf
zoSm37`O$RiR6e#z6MR;0+K7LDaKI4*1wvd64jJobVXZudF;0$d!TVteAK1}dzI+*i
zu6-%PzEzcX2_vH_Lz*iAYFtOf#KNJa4Y4)F%5tn6z@ljk<1(DFBCF1qi`9EX{AUcn
zfDJ=LM#rt68wukCd?~`9OehM;2Vg!{1F&T5cP8mwLxaV8Pndk-*ubKp>RKD--v2`(
zoh4Za@IqO+$Y;X?fx|qlxj<^a=GCiLZ`#@t9M|Lz9!hY%eNt9-vi;CYtK*08_MsL+
zb;HZ=ykioX^j}nly?oYKr9l2ye>T-dvzX9_;wJz$(aFgs?_GsbhV2q4#6uvmSsZK#
zEEL(_E&IxsOGiS_fo0%I_vXohG0vVAV09;_qD;j~5S6jZcu`mP96?UDZsjV755W2l
z*4xqAL!RcOib|R`&Z9rU=_mlegtKINj__H>;Y3;JbTRz`5BTNmSc}KU2K1RJc+;SU
zmH?);uU*r)b}fNN@VXMNH3YY6VHwZfdm<(#2GU2goISNks_aT?P3A@T|IXr1HZ;7}
z6+jzWu0}&_GoX!uO4--puD>K>GUd2YMYk8tL5Y?)QXUjsc{`@>0}aO?tQWJh`@+gr
z%j+9>-)V(~VTc1-qAfU?P{4-<1Qi?Gv0oHF03`zaB`kap-*L8_RBguJH#Z05=jSi3
zI_u@?z$gbVET9fiV+@NMgo@+v@clDMFozl(9X-LX({o9fwPyc;15P6!sj%HI^yEo{
zB@BqM7Y`7bm0s8lxxWLGG7wr781EPxZ<D7~m>d{8mwa&e2iu`TnE90jmY#Cft1EQ3
zcygP~X(x!!OrC#dU2X^JI!I7nSw0HU2`JlX6>_1>JcnJ)q@<c*Qz=Tci1zmLsVvOW
z_poaWS0_}28PK!)K^e=B>$JYHK}Jq~6trKxaT-QO6})$xGpxP0NtrkqJMYUYD|?=t
z%#QiLimEF0MlXmu0A{s3ACwdqV+~Y5KN;v5IR<gbG$#Xi=chH^*n&NeVh2|^CfcOt
z>DBAkhf-r60X#}J%lGF!$IQYq(~?fT6JHy%swZE*(tfJ{fD56(t13s25}&B-zkO3u
zRc(61^_qMa{G$NOAkk~_&?Hy9V1arWoY7(+{_W4cd!K7*!gIwTu5gv&1gFD3Z)`<x
zwRr`X*6cV^3K1t0(P*fyFFj}gmz>x?;w7WJ_*55NGv29wZ*^iK8;nxmTWkLNzJ+}d
zcpy$cKajNt#4|B5A#7Q|fC|o0n!RbpRAPRrX~bqcOo^cgr(hek)71?!(A-#>rY^~{
z!UNETE4ekyn4prUsPf={Wg9Z{h@*}28{5!6b5iBL)(C6umSS(pE4dsH6hRcw5;&VL
z;WINmO>_B}2!0D!N2@<P#nc8}H?bp(G8YBBqM^+(b37?W>>vO?gt#(wiDB?gyayO(
zl9^5?!0aAh;t|5T|4-4lpadrqT=u0Uyqsy#Pq$H3kjNV&>#@GA&d5LfasMFvBu2qX
zb-W#Tzwd+l1TxG7%C0oKmVtppoRIb$Vr+;a983n98(x$HGN-QnK8Irge28fHp#s-#
zwJM~9!wZ3SqNNyZiqN={+PyKzJo^z`^nkHolC_PIsVV-LPVwW%A6$Dyub4qSc5QG4
zJXkY0hAfKz*iHVp4>Ah+FsL0Cbww(H`5tZB`P0b9j^ze4rQF>C$yoeR{JuW}qKYR^
z^7O6`<#-n6<g}#Bs$9_vr6@4X)oF&vG~I*G3toPmR->RdV*pqH6<#a_)UO)~_%h7|
z(^wDf_7up;%hNc{dn`YS9%swH@L#MN7iKz&D}gY$f`mwT@CGyq9cN0qJl0neKKLFf
z1tfv*{|~O*T+&K>5l_Zsoy%nEw7-Y=`$OK`e{A(x^C*sjhuXY5JLYSY3=9*ZvXZoA
z;j?qPHmGHJ1q5gmEtX8~)ff*#9t`dw*rDOtXpvE|FB(F&-R5LznaQJl)p%<k)b|ye
zd0d`x`fIU@fc+K{64G3lfx`hOf->MwGCtm#xI|3dxutFc-d&?2CiVUBJH-}%gYQIy
zI4jl(QLiLrXP+;&KG_$J4pK}bELxQX-_aDE8?acydK*ELZrJ{!0$3Z+smA!J0EUAq
z^qQK~eMm51?P9A3b->rDWg_qLjdu3+skytCSw7)ILLJxZNH_!Mq}0(}P%)E5syUeE
z9l~Ak;^Pc4F@cYl6XR9fgfqagl9w|s@j+4gMM_HTu<8B&UznWHsJ9LrvDd$RnbWHD
zCXN=8cLR#JbisWx@jGl$6=CTHMHt>5)@+7uC;gNg088Q|#9okWps7jt%9oCQm6o?h
z&jblbgd#;F;q2^eu!ZT;3b?!bJxuuiASgY0^hn`|gghl&-lC6FtUxQV#WRXSK-lp+
zpbJ>wK|*~<1Yj{{=l;F?x#i_O#7A@~gBY7uK;A*P3jas8ZO_~O$1DVeZ7{2h<fz@4
z*kx82xe!)2h$BUAbJw&?qsdwDnz1oQAEZ=^q@n`xdq-v~E)t8P9zqNbip|M%*7vLC
zVEk5@sdH6X+3(`*bNf&dL!j^I6Bj9I>A*%a$E@_^uBjDB8PGSjcFh0&{SzyDKjYng
zINUa{vB|Og)``-;-ST*HS|=8|KL7Y3q_21P5}(Un)_{1!=g*!I#)L#ISm`LknKe2y
z(+cYdJqVjYP7HORpuR&26c|xwjDt1-Q93Ep$c{Q^QcNzJnwya#bFNkCJ4Zx9egM;N
z1+C9}*47A2^4snj7A((bd47Ui0c^ZyzE}-F-5aGj#A^IS_h_2PhccDXyMd{5!_tzJ
z7`07#dU^)*@(c3tJVu?Rm0Jq@3!MWv7_>8oj7y!1ii$!T&0yVU@@1FizFf@E&!Mpi
zMgT^8nUtKoBfN1Ww1A$S`6V+-xih&sMOb6O$sS8(Gk`5G+)fY<0}`}<eE)tP`+iWF
zPri2cRaXGrfvMTq`tRSb(!}fHwNFeC9)Ln2PG%~fu9TOx>)MaJb{f|}49x;+HxHh_
z2CCc!kD&Mf$R<H4OtHv|FmnUA@~r>%?EBEA_RpUWdzd4Ja~?YuQd1)zH4y!r{UZgx
z9VBK60u=fgY@S$@^h_Ak7P!y!6#1dWAoQ1tZ-zHq-stBn1EUFZ;l}3XgX%Ora8*@9
zuL*lJdc_sC>BL*G7bQMCl?xOdu|l0p*^EU_oopBF%VD_PQP6^`AMT>xNgmt>52kXA
z&sHEAIrO`XSklJpSIyx(ew^mvnIkb%VjLU~Al0bFS%fwk8=tWeKP~Y6U`m3wKOCvu
z5?S$9JIidiJ_uvhV07tl2~sDjw#E}q`|+%1X43NWpAtjF$jEw}V1Lw9wtr<9i3T5A
zZuL;>w@_qSf~f*{l~2Y#?Zkw&!A3m%`E#D8e<)({aN2X;Lkt=oIzP2@@t0AeZzb?w
zr}^V_%;nqrT)*2A=3GMl{F0KrJ?rfqXwf;ixW06E^XMlN3dSIq98{lYm@c`G<avqO
zg%C#qkdAT!&&Z)#mfqGH@FrmqbTRQac68ESzy9Ovcm=BeaKA%{MQnS3gJwUO7DbF;
zp7eb!fBqQigM^+w7cZ~Mr9y`n85w>+CACaFFfm1yPQa7ay%6eBP*V%!iG&HAOEc#R
zrj+*0f~76im&4k1pN{;AZu5Es16D*}G@2;#K!0pE2uIa7;aqVuqe7EdaYvGY?=kfa
zul&k=T{(JZafWheWR;bb!^6XC(PrTR$9MSHV1`b7#7532%t2LA#jGHy@bL4SVgy@b
ze&v_5Bu-2G0~R*6HV{xX^z~yb$>$VKM*a6SC|HPf9F&qze7uW#TA(ck+qZ|!)n;Of
zI6tD%YR9vi+MP6VW_MvE1o}Xk&00#=)NL%75o<1r(f1j28ECvHAl*?u^oYqF;2V7P
z`X4k18df}m2LhonwO|;Vaz)?NG=(RKbUUgGLdPE+ck*&9GL~ZnH~HSZ3P#(a;FHv9
zo&wi1OxvOJGhS>Pq`(gEv`9RfM}B@c?d;OQpfEBrB2p8g5-P|=$-8-7*aMkNLhFg5
z8gjxwjrOC!bCSKar-lV;Kj11;16XZZJjqI+cNZ>D5?z~NEo@${UOf-$ujO1;Nl65r
zc6&lNan#`R?YK$UTtOTU#IYx$dqnaN3rgI@Ms$3a(VhMq+ILgFDYRU>iHMP$_IwRp
z7ty2-inQc;QZuATok|Ro#C6dtv7&{TB*%#p5lKl$i1A3CVI|=wgt5&cyDU0mv|NC|
zF6iohBouQnV8;(M@L3r}t4hVlcxwE^81yRP5z9gCKOq>(3?W^*eipLNpFf|5k%wj7
zIBbKye&x{Dg3)7oMuvrU)Cd;!njmW~dux{0?Z40L>$~GkRaH;Pe^Z9KvIZF5;Y?xd
zOq(_rie(M7(#XXH@X&zT$<vsaCVWO5D%w$*cY1$EHaFIQU{STIJ}44-4Fmu(;Y8jk
zFE3BtJE}p8#tge52ie%>Y&ftx+6s+p1bo0O1lTEu3hV0%@HV_TjB5#o%kJISm?Ze*
zNGhOOOgKFkLNiU=BT2~^R6}Td)NbD7wf>evWt((7S`7|i1k>noj6cFf)~i<*wU72E
zS4H8{z=p@Ne-{QNAbGg*(u!k7;K%0k5!Y9+iTT5OUrvc=wR-yM`CZstjv#B?KYeoz
zO-vmy&cba(v9dIwg=45dR=oP}-_yuQ!YnJ(F1^QIGl9tzBrip-a4jeTgY%Bkec|5;
zi@nim1b~R_1ZElsJqAs9TaxjgdRo4<?>wJ$0fV;qx7=%=urUEG8exX|brcHN|A46|
z*1kA8&~}2-V=nVZ{4&Zk;(Hnx#9h312jUixFFkk3H+H`p$7$>o<KQMg<b1c;0#1kj
zH>bSv@@VMmM>T9foW}9jYatE+UB{i3){cm{mL<JpQ!dQazle5h#2bG<)=+6r490?;
z24oj_VKOyAyTB<0OyJoUFQ)bT91?!`AZDt7N*2E@qva+gBV#n}iD@;@xSXbwjXKIX
zEF82w_E3DKh2OsqEmq^?9_SY91k8yIX~^Q7NwVJrppy?#9JJDw%X%iL3j=V|F>E?_
z{=8GQoAN#l0bgrd+ccoH5bX%?U<05B$pA(505(=uOe^oAZF(YFJ$x;`h0nQ+gZ>c5
z`!nj~wbhHdxHAK*-%5#1aBk^5+-ZP>gp9D3-9JQFR21c~I#fI#ZVQ@OULI12>*JWF
zT!;w>2yn>A^qZQ^Xy~MZ#E5osaL^e0u0_UQf(&cq4gPDJe-?iZW|PyfvlBvnhUMps
zhvPFdGF=xFMBvT{{=n+02OwE4gOmGr?}QronXF45frBXGPhn#pwPW&4DM?~{i?*FO
zqcewqAR%uRLa|Y+UJmdPpf#bZ`#QgUD?}J3GXIvEOwg{_3p@VAFF`uN#RqN!mC{07
zT=hK<H1~b@@L>>x%a>+41_sOs;XwY0qL3pJ7y#n6%<tRfv9oM6Gz!?H1Q@t;4}}4x
z<WpiXLrxBJ1L$}XYqZhsl<22nVhzDtycPq>59TPxczKi3(jLN+tFo9>y8nR2t1c&;
zd59P(7(D>mHi2%iBrXYv6_H^-qy{Mw=Oz5xp=vx{LOGs1xZC(%I59K?Rz)mz9%MZl
zp&GB)WpWxoZbXElw|7;hZ$q|DZt}~Qsx+-F?SvquloU8bVT`n)nkB)l4Gn(#nZzkE
zUcP=kDbui)en<}k6MOik;wWL~6L6HKM{ow|CzAry%xccg#g_Zeuwdv2JOtiOLi#gt
zXPfv>oVZ-9kOccgd}Bj#&Jzs#h+%A>Q=3e3i@c41yCd`(#>gS3koxT^tT|9GC-eFs
z1RXqd=$E!!`@t^E8ZvTn)Rx#ym0ue>I4l%@Db2Y0LNG$L@zW<_B+q=xQK9(HnSgm_
z#3w?Y8ABx?wGOJ}ztsr-9sEyWJO*X)t4r>->gxMZMST4ujSh&I{zSeTqHIeLn4TYt
zy+zH+T5UY?`cs`Rx5Qn~*>XR~Ce+;s*97AaWk9A~6>5ESND3}l5Oe_7Kyjvf<{bdv
zg~i2TU^y4{ou!kcv1;=XbN{TDFOySK6^;kEQ+4<uCt}zObOa#_7o@ZJXN}mAvWf~x
zoJ^twG}M7W`eT%cIPOP#OW+U!6fyaR(fz93K;6~!eHJSRHiBU);rWBhUHuWcZy!e3
zjZIBIZ{1moZ63y8<>t+sRO)A;YW5tN7K0Z>Mz-k_x)8wx)b9UMip<pw`wK$)x!-IV
zg*8>J9{Twe0n$WYi=fJK#rZas(|yd75hygV69<l4LV=XMBnkA_6%o>ii_^6N@CqfD
zil(O9WK%3JA~!sDj`yp>&HB}=#Nu%S6tH+KLI;<}q=ZNvce)SW+w-sWmd~)ZJUhT#
z_<W(>Z)s5jf@7c`D)z8eW>O=hIQsqnCgzAO+?|s&XZf|0E<BBjB4G4WAV2}hrGNHr
z;mmzJK|mL{Km<&M+XU+5QB%!_gRqqa(F9#-8SOwUFTOY;UQ98U4HtvpJAud>6Qr$b
zN(pa4E-xc09a?8fCi;El{mvcg000X-|Jp@0;6Deig(qe@9LbcZwfC~tPFHY)veMYv
zN}vS?xo$t^^_{*DLx`uMJcN3jfWCv%HouZ@5S9eXTJN<@bOZf$H&Wcui?|0sq;hCB
z4}dd^`VrMhW?mZt!-!*f=3Evc9@N33ddl(lzxmT^O^6C4x0;IE*F23i5E=)*Fa~RD
zr`ra=QJ_+m?DAzdm|_{PUTGEwZx^ndRmsoDdu31_h7w@$N0&|3TB3Cw3oPSB=p@K-
z@sjndhXIS8`ZbKT!p4suDQzhz0zU=Qbg)cP8oTn8KL)|OZg6lg)t}?ezgjj-M&0zb
zUQ^<yGrfb@K?8Q(Pr3a1`hci1&^{w$)2owQ!7B+1JM&+Lt?g+^AgO!?T0I>?=O?;T
zMg6bMi)k$ibh}ZZz}#n1_3p}<dxuE@ah(zzMa5A7h)*wc<50*Tf(B73aBwI%%bV>n
zuVo=~4d6R@QunJzVQ;TKdP{?PZg^m{$*u`(t-ami@0B(ur>7}bR91F^F5+(p(3cUB
zcQ-Qm)vK|VPQZ>8Q`!S>w(#yoSOmSH=w||nC-(y!GVC2?W@bJw^05Id2to$XOjMZH
zG59zxF8+zUbMqkudYjo<bD-R~A)(RHjhIfE%WR6q45FMTO!-inCclni4C--ImV8fc
zqHh~qVksJi+Aa!Vo7mi;yTMxIPyVED8zC?Oc?|WafGQNbf`UOvLhS;qnBfwS5XFDz
z%NX0g9Nl%vsF;Z&2soHiZ-}6@bR5Q|`Bt5LIQ=~+sIePJ{u(VKivFkf_Z-m1?gBO%
zV9n`&k;Os?jWS_(jbh+A=yM(O%C$qmEqKM9|2;=hQSGm-XW<47c-p0hv&N)gzS(Fq
z3`Txy<l-B5jtiZ1Jdcf&dZt?=QE%7Nnul?Mz%_($kiU2o$O<jyMVWN$-F2~mH;{Xx
zY5y9a1i>jqE9SVmG^scFb7n769Q3Hsl51eP1l?mo=OrN_K{3qfAcbuk?2`{tQPsc-
z3y-iV&W#nXgjvof4&z=k(ViSLQgYvSz;mG6M`uW8l+ykgC^p(Vh06MmA4&1u!}V<m
zOBVc)HV_z+Tfvv931xZ*KR)kkJ}Wn(K5!y`MMmi637|AYfXK?sBuI3Q`}d$j2?ir`
zVxhEM<TVgq)WkJIwSJ1~2@dr5>(In!lxXSeH^H0$Ey%UN#-N>kYYRZ!04V;PnrbFK
zvbp)#o6i-;8TP?t>nZqWI5ItNZWlEa^B5*&W%&bX10KcwGGgMw6^P$C_h{OtXJ%y`
zK_xJH0s&i7dVvID37>Zz(Wjv2DbLj{@NE{V41{Y%{V2TC$UeO&*VQdFBSVfyEf=tQ
z8gu~y;QIWT5{-DWf$5u(P&lPngf)7#`#x(l18nGsvjz#=Gk6b)Ucbp`X=#(E9EC{m
z_MwJCG+-DQ9)>?L@pC}3y4|6#j3NQq8B-sqhUOM|`f}GrHk<{Rhj)dR#J_ifX1XoB
z-IAu$>SA^$EK)Q*g5aJ-sQwXtbnRoJ-*rC=-ZDta%zO;}<2cl%QPtDvs4(p;Bg!_X
z8c_Lx#nz(j=e8Y}y$G<w2^uQ|HwG!Pp*~)KzYwk1@86C<I}~qGpSleA7f=kGVV0Jb
zPWG2Uw7Q7;E#rRlsgR<72mQzs+22AB!zFp&=PzH*V08f0CY(pW1)@`lHD=gb8JTEL
zL8TR#P0y=T$(;Y!l3zf;Y~}Z8GVg<vAm$O;HB()$AaZR`JO!Dw;i;+fuC9L`G?4nf
z!;qv5y4klUKx>F?wi!lSaTn4>#CUTP+ab5!o1$z4z5(3iNzCl`_I7z}??69{-rKDY
zey&Jq#3I8v;l6(7Eg&|iR*4&liO-^4JIUJnZcy2*t@%;f0b)VpipUU0>(*iu7Tao0
zTw)v=i!(~74T-$Mt)fN`FrH|M0Ku0(d;I%&O?0a{k#o^XS#ESN16IVfPsU^*m(yvf
zv=UF;Fz*!b#NpMcR~aQGmoNRDz<1y(C6;#~^@Y4OQAq0rRy^_~A*PcobP_}c^qa&{
z^$^!~aXEpX2zxyjr3%lBxu#IM!UMvHgRnuu2(h<|4kjppdjFJ_lt>R8;6@V%yYqGf
zZIf`264OgdqwozpJUpJNrkRp@<sDSu@=a+yk0}QFM|6Q2MDd3L3#MNX<jFC5du>Tw
z4<QKKS;XkDcz?uUQZz>d))ytD;@9a4WZ`!$+vbI5<t?;AmX15iem>zR9O^Y?mXUMN
zm<dp{Vr*e6R5Y1DLvjy3OV`C?u})fB%-TIkXDL;o4qF0TO!^OY7qUAg{q69KK?TE;
z$BwQdQR}D5s1wfVsAT~15&<5q3UC2#6~6}$TGoo~0JN#7kYR5CKp~dL2mh2O94<qL
z0!NP?07w(DB9M<pwOe#6Nf+=i%p0D;Q0VKZ_a9KlqF&wEm?B0!lTJpYWrK~mIXQt)
z0mm3~Sd<Rt*B>xv;5sp6@dS+yiq0Aw7X>#>eE~WO=98zP1c+KY=1VzXVk(k*KvPjl
z;yt*yzPLt;t{T_lGlrK~h483iMSt*2l@p8yo`|NK2Y;x2Yz0q1C;NY0INEW5y_meA
zNheweNy$TZ?rib4S?A$4K$EQ=dY65DeK)B#)kyPT)E>^QNpPduC9eA(CIpcX9u!=Z
z_xciMj;O8O^qP!I^ifNX!Ig0o+VKZ%Wt|?9C-iNro_~035aE%qe2Hp6r`DoJBglo|
zj!J_FC)L@k7%AZTAmf&P4|CVn&c=^B$gS}-IvPX3rZ=VR_4nH?&D`C)Rd_HS0qF$0
z8@TEUSWH|AZ65tJFs|QnFf{fsDS{d%qe>}M_iKd5pnjO#ZaKfO;1HI5-x6R8{mA$)
z(mf~5`pti{rk}MB-ai8hlKG9r6HK$`^10nEU%BE0<gCp3>=rC>hBD+fcu_wuihBtk
zG@u#LF*0hyq6v?npv$D|*GXqWzYcHh$;*oC#}5%or`VyP?3W??BTf&sKnH%Y^FW?~
z_W;#b#iSoEt>W-6OHlkk4ugLGqX*0%Ml73QKMtrGWfFHgpp6XjbCe{grtt;jDFM(Q
zisC^ZgNZ%NF?Xq$r5qvkU6j3w)|gmCWOU;ru@Gk9LBq?*sp#B)?zxOxDmcLK(S|hF
zK_(`tA&1@f@4@Oc!Tl$hUDdKq`<PhNe^kTdCNz0(U@9vV0!A^>wF4f~q7UtH*4zP(
z(nUSJMua@B={ub1q=lH*!y*Ga@qqgk)$b%60NF+(xkx`3Lv=_=*B@mOI_a<AtHyO!
zC<<Ta80k;9hj>L$CWh@30h>7{sw>&UYL-asG&INgB_k-@plF#n5&ayaAZP}G;xqW$
zTL#iU1cHlP?{&@mgy#<W{pBuhZsEY9fQmK2$DT|2Q~NOiR7M0Va{PEK%2?~}6UUE(
zhLygkU1M>!|ISjd3?`chjE3_8E9K9#B}>a69VR8d6Z|a@K@oG4tL|JOfqp!C`TUDT
zj^cEGh}z7`0NA5J{Q*BeKTKD~;BhjFg=$Ki;UMzx!UovM94GLIe?R_Kk8Af}>$m`&
zJ(_dHIoj9wH-rhU8T%PtkkElye?-;L@K~Tt=ldbdo3J$n1|(Po1-Axd(OW81{$L;5
z1DP74J|uQhM@I`#y=nP-vvVE{sCy5h9u6&xo!xXEtEaTX(^Z`)|37e%?!fcHWJNQE
zVG+1)SbTgde5Dj)+q~W>p0zWcW4Hk35VV43f0rTt0tZr<ONRqAaVNnoDN3J6#D&5`
zAP|j=j#dvjaU!UR-}<4Ztxb(O97eKMT5AhC9^i=q3&iLN)A}Abz+YXqPIy;Ng7Tb4
zNC*>3Y<x=aFZ+N74c~VHqqmCNKV3J6c!=*`DUFTBU^x3lW+Zr6)il^~*D4N2Iu8<$
z6q>Hd>FM>O6b+#Ug&@zhuj$5Px(*=kH59A)^Z5LJfjS{29;?1Ya_Guus}eu}xLyRW
z#GC55wSj<LV|zgfhQ4iwvf|18{uS1lfJm7Lc%kJ9zX2r)K%HQyy#Y;2*7u*~3PtY5
zk5vcP_3c{!oC2Oyjp7Xq3p}QBG3i@?E?T+tC;SD#95oW8c|CTvU@Q-AOal;1i!{Xm
zNb!KD37Q4CNP#qJ=6n5Uqn<yXDE<lK`nXmLDlv4Fv0~P?(kBZwTg}DxJ~a78qYrvJ
z$_<WV$26V)T7Y6CFE1Z%)d(`!)+kDlbqE<8bdg=$MbA>M!a<F-n_a{|D2)tQV?ibB
zv`R}#l3zMCIyRQvX_bYc__DrnNCARV5gr)onfGv@vuG8RWCi*Jizh57Bcv0+F3df3
zbHAO6?O;#ejkaWZ+6>GH<P*aCkx=x>_?88>2!?apYzC@XO7sOiDw*$MRD%&yV_O@&
z_wY$!;nUXEQ)N3kQba^W-%Gq*QAg<TKV>T<9a}a5in5?X^+M1s`>l<?nlT1|3(f)t
zITWPy^%TJ%OH9-RsV`H|U8$iPXD_bAb<Y7-g<PEgS3@_9tUm(CClGm55^(p5jf{+}
zdz7-sjIa#u%s}+#e5C19CEwm@*x)1rlKb|`NE7Jx#Ej!M?t6LoFW-kTX`&ywprb?h
z-*QEK@_=k6=D<Ip9ZKz@u}DU5*wVTk4hx_?wMj4TEA4X(Xg1~N<C~b9vw(O&awP)>
zBBwl-GI<KB{lk<|vH=S~OAYBPp4GFH6!;C`jL4|qe&f#{g$HlVo|<E+&tp~70B$`2
zLPk)HR8*qr(^!Hf#g!|zEU%>M&Nwo62_gtX+XD$KBuI)1N+J(c(@ZeL6B<xPAp_$L
zf**uoQ~US{BYQ0f0pd(ZFMqx0H7+#}{gtn|rR4*@nUT@4)i>~)gDzewh96be<_a7P
zZzy7sEJOMmiUQ#A%iS&+<d}+JQd>R}cK)22+6agt=r!yMoQ+veXLJCr{y81y4T2lG
z7m;I+)iXLAP|G7>*0(;P$sWpTH6I4E1ejZRXy{O=h#`Uf;bo`<eBLEL2p9Vi^n1S*
z6>aRPfck}>$2T_o<9WYmwh>T`o<o0HYARsHMz~(cP`f!w^vglClUM=<sEBrA?4i^J
zgon7e7O<zz0E<K_B(~^59Vt)fRoqi`O%s(drm*q|ps1d)WhipXnGBN?B8{=LzrVo}
z%Ru4=CW;zYctdW@f-tSy2)ek$06u@S<3jqSsl-k|j$vhFh}`CL0@aju74Hv6sRqNG
zp}9G^ls)E>E;hj$A2C581S+#xjWNXsE`VS7WC)%ISy-x!IUdj@Uv)&;2e6D-V}u!j
zn3&U#6H>NTR-mc+g1}qRulW6<P!rAv;2>Teo_B3+xAaZbb|D0#ThaU#JdI<8_F?_k
zmA5}%f44j6eQj|+y-fLb;=K~o&vCpMp<5c+olQi66c7+wto!Al{o_h5Zf*=g#YYz{
zv|kW_H6kikI2PI@GDdd{*O-Z7&)^KE(1hSF$Q~_B{3h%IG>$MoghT_Rv+wF;6MjD!
zUfk|lZ2liR9c3r*zgWlk5j8S9zT}aFyTcwxIk8KXWpIpvI3bbi$z^q9SOmhDT)*@d
z-XI4UN9bh=g}4+qKF@tWKKXid{=x6ZbtXf=st7$HSe+fCR{!)6kQvZ>JSU_$FyXMJ
z7>dEu?UmDQZjK#RU}Y7f0e=FT8a^+EKyA(ChzKZI;n#WuPBOhZ9nNGL865?8wtO)B
z=Bl6&?3Qo_T*!$$4sH6VhU%5E*gl{}p!#F{FSyz_c9gDhW*-ri8XJee95TUW6bi|G
z^(v#FAQWv^>ytF$&PPuYo_(bzxd-%fe7wl4F^n;Yn+r<<MbFL%MTI|o`VKe5B5lgI
z@_EPzaPa?p3DX{;9s~afY_-GE(q7l>DBlTfdgA0_e4*^jl%YycZP7YW1FA;r7nnCg
z#DxFGkfK?iJ<tGSv_1}CZ5TMS?}StAD_xFKt$&@beCp<W{#L5=hX*sM^F_dXp+Zk@
z8|-p1Ub{g=0V%<NG}<1Zpcrc57ntKM-xUu`N0yluure^5&bmYmrtSacm`;*^SI*c$
zauYeRqOx*wYN{4>IG_grEo1TIs|Gj)+WPvcnCAeBVqKH%=RE1Bk*2_Y9UgT>)N{6$
zmIM<ocmFbBdXIRI|B35r%jzaRDhh6-i>I-%%|&gpQ@?dn+CSoK_Bm3y??6ot$~Jx?
z&<Zg?hT|+pUy~O8-vNr)G3~e9_iKz9iXJzQI&!yz+0*L5-ef@3-I!$&9~O-g_HuyH
zj$2SsQVP$}p8>3!o12Du0G#l$uUc_JTt`o0aPQzC0vf_MXTA*Ty(>tJt<VKKtEgC)
z<4m8}hEM7=X#dvx-;f`A&d$+-;K5lO9dl0BQA_LguC4}vr441@&CmA_n29<}cZ&cK
zgdA0TltY<6S`a)kC!u+Sg#Xh_(=Vc#?zFmLZ2WG;N1f{+Vk4-n2We?f%n25^17Jcs
zO^vM@k99Y8U#G8yj6q5S@0>sOAOHqDBE;Fa<5?|3!Cspy<J`3AWeoY}?1l$nsyYs;
zbb3yXjdn6%oTS{`AS~bNU0gbbnLDs}L@1QR7FD)E|HJNajs7<ryDFUZkAl?qE>>8C
z)~!lnP>21mQ~NZKu&GhUE&(Y7r4)JSD&4`54&x-^<HDa-SGW5O-;_N)>URPGKufHX
ztABz&)k}z2H27anYSUYM^IO6)mbgLd1*GA2Q}4Ttxa?wd+u+<>8)0m7`_{v@-E@t%
z%&3nbB&mmlN4SP?UEW5Nq;O}zSngAk`lw|F^a=>L2~}!QZ%FGs+#l5S=;JX@Gyl;k
ztG){z2CyiR5o2KnVx2qdQt*+gXaSpq!^Ahx&sD-V7|+om@N~yd?F%TaN{#6yp_;OE
z3E`Qzw|d^kD14oC{qYb0^R~v+5p)UE6@X6?mtxS;)4)Pv2Sx(uVfCU1yc*cc)rpNZ
zR5Yz_Z`TZ2-3PZvHAwzy2Z0ApyYUe#JvQRldVv}qpah>!>r*%i=#h8X)~Unt`Q)Q%
zqVb(t{y6GLv$yVfqLWd0^XRY-Mczj&@1Q-~eShc;8~)tb7N**!q;5$Ed&(JXb8jG-
z=+$SVxNJ+1**1+7+NWEJ)h&h>nVBDRSIa>ZbDi$4fz>w9@WhA}K@x$mSaJdcjF)mN
zMDPQ)HTAoD@>_~JJr*}F>F5BUfk-SdVbU<=0i^pZGV&)DJ~T8w`M&;XPy-%T$7DSx
zbHf&9a@%kMK%Rvh8@2xj6=^~&_bxvvE-lWx2#m;m??N4_?7^gaYg^j^BclQGM<11H
zEsr}Qk)q}q|DeybKekl~(Fe_^JS8S{@wB&d(WK!y5hA?2yp5v;_y`z)%)f(oL;ReV
z^4Hsf#|6T^bNnYx-jTSefc=hCa#xJIkpb<x@HN031;~bZFCJ)5nZt0-j6g%JCBG0V
z0<am#>z~B##Wqg(1Yk|y!zb?m%=$kwS9H89r#{*osjrj1_rHNIz^&`p7IV^1v@GfY
zb}Wyi0eU5gJY{a|J4^5fC|IQ@*7re7o5b$Tf)Xx0cDp|*uH=-z$C20psT$fV2J*m1
zwqShARh30le!qTE3)Yyu8KF`RYXl?$N@*M|yj#k2bIK--tG|}Fasx5IFnRo8$?iYu
zy(meLEb&U(qZRqhE16Hmo(8Fxu!T=GTYgV|Z2sSH2uQpBdZC;8mb$5{Du*LfS0MDQ
zK?vKf53_O0$nx|5zsk-$uE#VC_YG1slfqPzC?Q*E(V}dr(2$*xR4Qdnizy`{r4l8}
zD3vW~3<;r9lC+>rjI~IGY-tlw>U<y0IiK^#`Qx1VG=K2P@Atm%^FH@;-`9Oz*DWaN
zfE%Xg{+&E;@kyZk5hFsdHRtL>t&>{b{FSte07;ub7z(w2X-GPC3R_X#Brlu14jleL
zQ<<x&3J750{Xy`{pngYmTaRBk6?wsdkkAKOh1<zz7LGbt6wy<b`l#ty!`4IM+r#q=
zeo?qx@*8uon`kUFCqMM|OqP()be?HGb>W6B;RJ+3g(Q=_iA6x=0KuxUH=W;h0&PQi
z=3IPjv1I*EOq}H$N{2us>aSnBAXkVhT`TX^=YJEqa7h9zhcN#<uIMDHi3k;A7(21&
zBW8~Ye2-8UmjW`*nND>e|CO6+_u$SlIeOu!M#louuHKuzy-o6c9ph@`{Xq#JS1a<t
znjbn~YOl;^fllhP5+h2=7iB{J<<yupq3p@FA<}dh<}F>?>v3{Lbab?gu9~B+?FYBp
z#3O3(0jjFQdFez-B=5vH9+ioH2Y}wWPm|Nlp(B<b05l>$%xKMm-XI+6A?1iu=bDnM
z*LDlf*ls<hzKAgSD9Qm$LuOySzfm)q9Mk)$hTgMo>o0uz;=<cy2|`QmDWny2z0J+@
zZ0D?9>~UdVtYyM+y0RSCt};nqn>#ZzGmT*Ykh{R7y88X>rob0)Tcl)F@Fpoq);%F)
zS-H7pP(Mr?p7tp*WRLY<F-}R)>p9Rn5M#!F+UdQw7`)?D<=Qo;?hJ(;1l&p=`wj?9
z-5!OL5U|OF$b5j{;AdZ5)q9S%f$%7?{{1MfF0_m4^b>sa$z50nLf>kitmt0C;!psH
z>(-4Si#htK4MBUD@b#wdDzOTW502nT^duPuOnk-Uf-B1|4+DWEP+dgHkftXE>2syN
zGWC-t0hQJDO+CMDV!^y6OQw^p3c99?i(O-8d3bQ8Wk4F~_ZTp5yDe$_GEm;#s;W6#
zw|4F}SaM&@XnIi`oD4y*nCOZ)!xn0eKhq6KO=fLAr`V5!>9BY;I05SHyS^!ksRJhq
zAN}{=UFI{19CG%9FP9eMJ1eAiAj{3o%`VGNt<`0~DXBVCdgg~85oDS5TNHG)HhSvC
zmH=l683|%K03aGU#jTeLru?KrxNgv&qj7Oo@C&va)yh=L7gFEVm1m(%P_b?OcK>KI
zi?XG_>)M|j`g%FSWf>B3k<cO+7jN`EJFWaWH55I#S^rGY{#*Lu5A=kW^|l~2#=TVU
zsp1jCWm4FYBC9d`&Mr@8VzA7?N=|kf8VFbWs;J;2)sw8mYhrQ>?e|;MS75SYHj?UW
z7mtt^Dwo%h6M{EdE04On<}yco7`a6YF=^AfbBf)0WINk#^x2woy|YzYcF+X<(;xmG
zBJH$mTG_P=z+%@^QX*Mq#3geUFMgO+d_@_+m2MPl3NdKQ+FJPIw5XqPJC(jy9D|I1
z!=vyRcLfcAI=?PH@%0oUKdz6?FeRv>!Y{7&v~d6E=01q-pWulgy_|$Qsbs+QVgqqC
zfQ0@{;r1t~o5h||Uf`9kApzzd-@`C={aRR)Fo`jCfPmnd82Mx)%wZUxB>3_P<umAw
za2T|V^442qEB(?%UwQS~wF!xdlA!J|J0PNY*(Djs^Lk&rc<=4=eibKFB46+)>NZXi
z;4IVCtIXtjWH%p7VVrv|+%@gPL8Iq5Mpc?h5J$&9vfTlJ|N9qUAL;w(TT#dWrBD#D
z5~XV<8|0k!AfFYG$RZi9Q*=}4YtdRIyB!V#fmEDOsSr0lZSL)ora_|qA+bm3$R#7E
zD}CPp^UI|D{Hr<!S{AI*zX91D(-;e2Ev6WFu9amh!Z@Y_DAUANNUUwk-)7<2B1ecI
z-VYf$GE7AB{a4#b-M~ROoszn?T<JHF+v7=6jJjU<>L0mb&lP3PKTu%4v9Gf7goZj<
znQ-B`bLPQ4uI6VmiBNzjsIJxJmbe4*Hfd>T_uh-j1Vk>NnNbJD;YM?ES>9)OG)?=D
zb_5Y71#TdtcWvB-8E&eA!OvAY)|JMac6GGu*SbO`SbAl=pmwAVa;IfPVkVeRey#6}
z745vG0*8$I0V0j&^Z?bSmJW@G7_O`9`TW06@!?;s-3%D}d1I<;h$m10<OFdGd3nV}
zO7$7MNCX?)`$nztU$0AMN|Se$n;ZXlpEyhEn&@7&Tu#}t2Z`i<%H==)=QUbFP8D7v
zo$U>E)ggnAG#X9c&G?DG$U%(m2iC2bXAoN=Bs`_1rIJqh#tx}Zl$4b{wQhk{3VP6w
z%Ij0szxA;ciUzT7VJcJa63$P~KkbzuCoiwF!LWDjjTOn5XZ^U%@UjUt{-9Wb=uBjr
zWiz~y8bCDCnjrsp=KsE=xOum>De0fI`=^bY-<?is10ui>qHMORN8SqwfUU_%;SgZ@
z2&LxS#g!RsXzLRLfeexJ&)i76#>?tyOK>HlNL%!jm6R}a%=tQi=~QE)_w4E3l5f*J
z?)K0@g9eo<RXDE{s!Foa9l|iaa%+3Nmu`d1Z{aV8_Z2)-+M@Xko;7;y60bS>Uiq4v
zju*~v{r=6k{@;mDcP*o11_4&a?SfYhr~|4tA0I>XDa=rUd^nX@Np=UxW9hS5#gZ8$
z)r2b!QhH)2{mR!|4hjx7?zLV`u>_@`P%^#rgePR|b$B*jo2V&H>Y3|&^NJ6BAzE0V
zLAk=2J}tX7Ipgp*$q)<Ae)4edYp%XOR~s47F%+<_=;Yf@io#h->NBn!R#|KdKNoT1
zktH9mz0E;&S5;M(le5k1xS{eMUbqRjt=HxDi><Wm7gIYudGXMw8F39`*`09xeQOos
zwb(xNZrGf~8JAy2M<z_!OnF>8NxQCZC3Dokv`qvzq=+QoyK!`Da5&d9U~oW(j<7Zp
zJ$NGZ{!{HHfp;mi)-m)&JcqdYujzZwrhBPLck8+1#>|bfx)hEu?Tl_)pI%slpwd?B
zsE1i_l8B(Lr|REioO!V3<ovh3&V%Hj#`te=Xjr{?@nQq*v*XWimZsSm|7zm7>}66n
z7-1+N)fVR2Hj7~pHS4rx$qL5s=SeRF(;`^W?gi?SxKEpYmeV9g?1+&*{p7kU9{#<q
zcU|8CWHk^QB{FOyY_+BzpKBCQ(B5Spld@kF=k(ft?YX0+uCmL-4sS*XCFDPadt<I&
z?~=4|PSAO31O7-4X=P~@^-U7Y>VSX%0`s#wep+M4zPebXRVzk8BMoR8Q`}s0Q$3@k
z?~mEi)Ql#}4}3hvNx2}&y5yh1aU)jz(7@@#isSg-&DNHTQvTSBPEp!Ssho<6fzU?H
z)jc|mCXHr#?j=$bmex1`^^gR1ECs`6Q@iM-l+|@xGlvLH%NRkOKD7^pNpZN12~E{`
z^W+Io)Q*|0rZ6Bx!_K{G%a^8v!QW?e%(OcRc(63+riHKDzOd2cj2^Hwe}IgBMy;Pd
z&7C)I`-3&ZkkHbpFa7$_H#=vAFSR~LKmBX9aUr_96aINT)latDM!84%7gxJWk-v&k
zjpN|fEu!;kyUGpx73tW1{I<RK-$$LMmH9ze_>O8_RktYM+32dw9De=VgOqd(HJQRm
z=NJXDm>emtLtA0eR5_Fg5c!l@2na{QcT_RF)W5)gq~xE{^rImX0dh=7r36&e@><Vp
z(;|^;&!4|<SsgkXkJblET1feQbbOr^NJzZ4fmnH#jDOU~@S*U*sOa6~1Fe&4X*Iyn
z2m8P3JJfsKWt-I?n=o7HbMvLImtRl+8brdULKI}U`+X=2G)W)>d)X-KDHEj0@LfH;
z&CP?B)sgIMW_yk`MNCkMZbZGzQ(k=WPUIY^2wuS7CorncH_dSb9U<yL*mR6}ar0?C
z@>_I?3woH<t5yv`_<Hv2Szq~nF&kK;FuFSN&oZ5yoTxwJmbCiNAEZ9vWa1olE2~GH
z@MHcst@6=^&o?F9O0^B@jvssowvsD2jm|<|WA8S&UH+9W_~FA~&&rTh#*&Aoj$81B
zgj&EcP)JzleK9e<Q(YHZ{~rF*dlG>`cy~T}L_TdrG8A_xCr*a<3PcL37O+M^asyn1
zt>i9^El0cJ(yF!!>T+4`EXC>^R#%7MCuVi+NJ-IVz{Zt|K7V0b!6_&@f55s8j?1A(
zK3QbKQBL^rt+k5(gU!5@EkF)&IypHXI1d6S#JV~^n>x(1L%46qvVTJVTUJJaQfpH6
zRaVrnZHxn_jED)2(Q?!$rxNhK$Nkxccsb@na({DW{Hgh;q2d3N>iVC*?HHUO;pad|
z#E`(s(Xl2g>}ath^`L4}{hK%Ly?45<Tq!?j(8LCVRkGSM=}Hh>McU^U@2VTa{6G^y
z=obVbzEZtxqkQd(kM}>mmM0Z#D=^HSN=^nYL|f7OW94mn5dv5)UGT1xfQ8Ve?!mtu
zZ>CRHpET)t{d=BJi=a6GqF<zdr?XW#VGb@+bLXOBaDplaynJ;_$&<jJf+5<UBDmuw
zDs0YB!=FpK61o(N2a)kGhv@)?4ke9<*%XT{5sz^*rh^GvV+T2R`s{T`eQp1Gu!!>>
z?cwnO^08-HrHAO~c+47<SX&o1;z;!8@!A?=;_MVsw+(bl|AiEgs$vOgt>E&}Er&B?
z)LMm-V1bW29Wz9mG-|VTYU%L%-0A#_Z7O(UVhoTNvNAd)E0+{f@2xM-15O|>9-vuc
z*1YvbLQafb);LpB!Mg_^WdIJn5L0cRdRWEa=c};(OikSnlMROMG-}AK@1+?2!6_Jq
znYz{T31G(Q&^ZMsH#zP3VGpx|XIgJ<AI#g}U%%FVpx1Lp^+yAw!=cQ|@o_z-JWktC
zl^&3C`n0?RWUE_WZ4jn6QWQw{4mLx%95_Te5IHQI(MH&ME1!COg?uhd7^DRXD2e^^
zXJ5iuF4j+D2ra#O?pX2k(b3;9tVQ8#*~Z!i;rD4SOsKwieFh!d-}t#=gUs;#tIs8=
zkK&2lefV%Vtu6aa_~->g5b6D6`Cj#1d}a}m`%)uB)ZSQfE|~CzAkq(LG>D4R92i>f
zNRjh<_*zu3fsMs_WyNhailY>s?Q@lrlS9-ZA-2{6v(@@6JW??+AZ^>k&HqB9iFLag
zM*AOT<`1kAyDZC?c|?ezRM;=X*ihydu5@<JOKyQD{)D0$%P$HL-muB_#-YEVS%Y(U
zXt}rO@QKC-_ZP$l<TaO5n07;^FEAu$Srf)r3+TIJ#2}PACMKKhmh~r83Ow)mb34RJ
zm9nFyU3JwrWPf$B^Lsl?l!<=k&MPjqu9DyH6jfQ8gOCfK`xpwc6h_73ftx4B@-Y3X
zC7O6*vV5<A1VAl-hUk62^WVb8;1G^tq(j12w33G@*bt@{z`>%V^?7ePJ<12rpAz->
zzyJ1zwv><&+UxYfJM=jOWG@&7$LETA2l6dp=C9rg+K!#Mju!+ya(j0v`fGX4y0n=J
zMQ3i!ns-^&aq^{_^@4jzF)l8_px66WzwEYr?PfG4hruY^xVgxZqWD(n7n`fvkL;Ho
zG?|NTd~B+qtB^XZOvsHf?}0ZT^uI>Ekt0Nj*?3~Gx<9l3pm~I{;ysx0C!?M9qjZK!
zx*6CJn$&36<{eBuZNB9X?#dyfEwok}uC*!*G+5`}UP-1&(Ly0fRPLEL|810Um@um$
zOXZcqcntX7f~E;jgWH2{rLMM`Pxf*Cz^@anhz}p~Fj4r~H&K{%JA`YcA19(?eEe+0
zFBNs(8#lUtZ+%qz>Q%llx+;G+dwKG7ic672iz$~*rAs-r9oLT>Q&2hl=928@-_<5f
zvSaH(R9BR!zI%L{nVZ|WMiMk>_8G*}KwB+E=p8+9a}pyTo8G7Ze>Qfsl*ureG#8<Q
zVWLqSx^qB^V2;rx2;M)<Fm*6E{$NcoVnG;CbK7`2qhXWwh60_7XXt@RAzuT7RlEic
z7$6Uj69o6a8o{o-u#TyQ(~+B#lN0z&i|=8XM`d+&w&#Lj3Ya^wWir2`HfofWi0v*D
ztxf$V+U(BAC~&;;QUlPa26b4^A(-!=NP6yDH;62qp7bvcRU^kPy%+@HMj4T;$FOen
zn!EQg%{e@Nt%&$yaBKjtdgVQLdS>*o=-ACBYE$izqK#1+Eyxs%GDDyMkSe%n80)NG
zpR6|#zW!m{D}2>7x2S>Ok|OYLuvgO~SW-N5Zew@iKh<E$p!LbgcGvu@9v-F_d7)6X
zHpcZxwdlEt5uvSLCUYA>YdKK|5VqYp4Lu$$_c7j4MHz%~+w~WzN57wKNoR+(fMNX&
z3PcGSm!jCee<LsT)0j=_J;hc;+bEPp9Cg*LkL-OaX1@&`@!!LTo^;AZi+|1>`?*07
zrA4DqO%0n3Gq|T*FVrLzMni72hrFYu^yslaKmt7_L82g6{XaEr{{@cCQS7lDs}Im+
zf#g8HT;Qk8TOzn8;?hAKNC?$x);+V2q_X1Eol09<T4I-6P4(KDVKAsphNQibnW^@F
z;(jHpFVNBVB102})F?D3Mv?8b>eVH3#Y~;o9R!=D5<!Amc%tlqOKLAD5W9t{NMvmb
zyvP5$aMTJq7rDs#f{0*IF2<YLS-CG>9Gkmz>BtXHQm6lT_Xu!v#rut-L=sf`(SnVR
z*%`wy)`4RZ3|w?PJ^jxg!9H@*w;6cL20=E|OPQ4U7B#-KKr|+GG)_Z;>2#;=Iy>47
zQzds6s23{QpaDnv_&iKtOa5Zi;A-&jSn#&|pna0NiM}Gx&=+fC$t;mfSJXWvTRMFB
zpL6HLTnk`f`*Bm>(5?_0n=>03I7>o(_=DMKMdOTD*Xv%spH@FBFpz|DPT<{EiDrrO
zbxciveLS`u0k|M{_U>)t{;{A5tcepXfhr1w1c`2vb2$ZwDl<ucMDj10RUQ@V)544@
zEH){Jzr2#ehZH}`{yZK8{}$W`MKU1c#1@ocAn24Blp|ANDF%8jvW9lUsau*~dEpq{
z4m8zJ_pI+BOj3w%bP2Dd5rTDH@n+T8&Iw_Yh75TT*j}1>^{S|Ge%OwD7+Dy-cFmf$
zdxx@_(N?p^@Hq#>^0?btW}*`#iA75rjhMW&>)+RlCw64(x3?qPE8B5h!rVu$2UO{2
zZn^1l9$MALV+Kf78!H4Lk!4<VOJTnrFJ^jD`(c@I!@<21c#HnQf=n-ckI@IMxK3^9
zGwal0;{9Z<sMExtb{Kih9`XX6;-aqaRb5R2nTEnyCzIXr(lK8>WBC+v@gFlD2v!|U
zkpVB8i?om4`<k%)ps3JRt}Hp@66NTqU;SI3J_(D@&~hWMNHPmTU+S6R|7&%8dqA*R
z^}TOiAv~B0-;;lR?3!LyR8djkTVMY0O|Z3d0<2w5vc%J;SKDaK*hbUiV^)i`5H<7O
z=h6hWI9#vpLRH|sorogVPDm)+GF~Yh@q2fA<T4N0RvdS{!N4fq(*N;ELAJ;oRjrJ;
z_JAMsN*qnq4_X!ebJ=9fWJ&<i4u`JnpWUi1Uin{4VyrDsa;?^mAuW>N*mQ5<b_qLi
zcpnSAr}9#ZA(&f{zz8GZ7GjT(<arFw3SCN-y!;sO)oU>X18TlF=xQjXW1E%m9*1Pa
zeE>4Ve3@@01oCkjMu*Q^_KW^$=L2i9hESn#tz1JBf@skz#f2)x_t~$=Vdh~QZL1~R
z$E|uTk`+OV{U!X01icosD)roTiaLsvSTah1LmFvL9SKqO3ys~79V7hu3Be;H^^A=0
zj2y;w{B$0H0k&dz`rMakuX{&0M{#X9xB&BlEm}YMzJ_tbpP#t;ez;I5aI8B*RAI5U
zzMHtg9;+DiC~!9@KBl0*{;x*c$LJc<i3S;@7@_(T30!#iGL4Lp;IF5o3coK|u;3=$
zCjuGlmRUttpW(ENcz|hfL5lYN9_2QfQ$QXSd(o45=2P`5ptCLjPB{kL-^XGF68q2y
z<cn0FO*{iMT}P+9erJTD3FXlmkXrCxR){@FFK92BcXE3&WkLfqE74#OB}&b9Db+ta
zWVIZ|OlZ~a3q&bwVdx=cy!-bI=6Em2SdVy?8UCbL38@z3t&JNuHZtKFBIcgk&V5&Z
z4o`nf-<9k|R1bo-f}9?EO-nz&ZwJCkoOPRoWCku6ZFM?E!qVDK<BE(*_}>*4yLRsE
z$sKiua4fCP9Caf*^<zUr68s22(Z2oq@kV4g{AX>t$D*iYJf$iP7zlhgI$4nVA<2pN
z_ADX4%iy4gHk?JOZ+)S~!nTd&4p(W&Zr8%WbO^8=34I)WXX{LZHDq8EP#jN!yo0SI
z&Bs1vn^usc78J4$q5*N~62yQxd;|5>{cJ@Vr<-0zO@GY7L{9vy#Nu?-)NP4cQ9jl;
zsul|t^3PpD0$<^lxd%44@Ht7oAX-sHMNXulFv`8~fFZ{NwvT=EEJsntkfk9n1M?F4
zqzUm6SS?@R|J5s}bOUtvM3;qM;vY~`ftUT?FRQZAxDqZ$?3Kn4v+8T958Vg{l+FU^
z6tlHKEat4uqQxh?FqnA{ip)l67Hb5;v-nJF;|IkHcO7(NILcgEBPNLo2BOG(vBaZF
zyRUv3NIbhGzF}`v)b`uXg7ZaD_{iz${INAP^pnTt_DY<8Ta1VXzJO%th@+8z>lypR
zYuC2e)C#&I95+}_!fVjkIY=le@JmAJ%lu^3ty1C9Defnm2cudNJT;m>95WfnRVnNa
zd+&(>o)PSF{sUZ^zi?q5a(ydL&x;{dH`EoB6`b6{qvd!KVwiCjC{krhS4C!K^r??h
zyKBpi%{^w}(0^j0Mb!C2drJm{uF~IGI`*BUwu_6J^_4L)v17tBm+E%U{M^k+Ki02$
z?dzUTih{M$Z~c9Iw7SRA-U}3Fx%VCCaNJ?-GC!-TvM$HBy^1rwk4Q`msoNiS(som6
ziey>Z_0L)Q;|237@P@;mcPDI_G`OIkV4Q(L&y+_p*X;Umh)~I`^stC{^(j79W2SqC
zt<vDZhpL7MB#qSVhT;8Bn@q*2hH-{)(_x8ooptja{yW)!_rULGcoRr7<PK@u7Z8@h
zctT1fE5(5iN6ze9>6VsNyI+G!^cP6*=tFj0d(q$-8mqahxq;~@3KZ3Vt`N&*wsx;|
zH*$yl<4<&gE^veJ7RZ~P-+Arsey7SeUEb}V*YnLae8*ILA3<L(fPG7*82U}P(bi@J
z=0_3=;M8O4T-!GXlno;byT_LFgtbB%<A}D7?~&`FHhe@|)%AeElwCJ4;1Yxc$mF%8
z_w)X%>Y1-lYuUvs{l%TdkDItz0nC|0G3?2(-MQ7{Ao{VPwx2#dl4yiwtaPA6y!D|^
zOU&k3Rcg!(yjh*|@}&m9q_#_)f|7AWY?<SW&p2I-$BeUv`l5{k^#TAJ-<SZ<IQ;$a
zmE2euTecd5gM5-$$gn%9z2wBS>45CWhqdPF@{jAieWl)gX@5274GqZs&E`$c5pV$W
zK7G>X%T}a5k&r-)K*>V53w_cOrO^vLqwo-Eq$QS+ovliZhh^!~Sr6wFb+5IQdF`F)
zLB@lfPB+y^DZYFYW!kYv@13svHgn%NJ-wj~e-4tBqJc$Ij|Lys5c_J5c-`)w<}gk=
z<mPrdP52W^@siwKrQbYjg0{ByDXCw=PK0tai+sAawiZ|<4;9xoy8U_U243<X=hj~@
zYDSOAoozz}p_}ZQ-7TgqX){>8I5LRD_<Tiui+5J}V~ZVW{hiVd)EXGNcxMi>PU^>n
zH^)lFTc>HJz9OayUYEUplO&->Fc8UeL(+~Nmt0Y~Y91`kTKr~=d_JnsiarlFpHMqR
zF394E-4MA=&VQrk42z3X;Vf1+G*qOu(W}q%`C&ZCprTiS{M>&V#7|-EcFTmNpQ3*W
zD7~j;o4yV30Fp9|cU3a}n{YNZ?Ul~&QEM4~r{PO&O@6rW{U8{h$8m_S6E3D0TH9T!
zxAb{lJ}8Y3)Z9f6W3N*hUIJK0tkOT6{_K#}a}V|eNX`k(+<Nb#l(53uDEsh?4H61^
zoyX@&gSHF1ocwUbdA7E@$x;N}Q;;ka*JoZb)p6@@$U|;}5&~Salc(C9&Py&L#tQ%=
z=^x&7O<0D{`}V@xsYWW6C~{d!3X)4U$sI;O9;d38?M|P$ugB3cDYk!P;ZW@pnr8hi
zX6)0LoRXmvUN~m)J`Kn@WG2-}4|ZB5<__GDwVh*5^v6>5ZS;2!9F~WXR|M+~x#ebE
z%W)o#@cHH8)cE-{tWtX2Q|;U1_pN68GyqYj(ajk;bebKTlc0(IUlv}THbi#@1w}qv
z-L;IpW5$K@quGDop(#ToxU%b2eU6qHZfI)%F437~xk|s-Yg+ulgTFsIbA86XAV?zq
z?e%G(?y&W5a(rUDw2dt1`L+0(K#zo=UFPa&w5HPE77K`alH&!Lcu)8TA&bw<e)IUm
zyqJOeGA2uP`^9)l)C}{^wDMb6Hye*Bf06O*qwnC`m}L0sgp+e7z5EMV!Nk6xY;m_%
z1(~VgqetP<os>ms;J}-RHH4^wk00@B^}qv_N`^MNX2<2+D$}=fwo^5APe@1*L=YTn
z=Pp>lw5aGeYMlu)Gy>;p2DuyUb{MBwIO?1ItbH2dqgz|CvNAhTU9#tK<&&!UN2}9q
zwK{-|@fYi>WuLv9+)msGrp77R-$v;x&pr_{qe!XN@{fmP1~2cD8{a|a8Z!%r(m%{x
z|C+Prw94488i6;4fQ302#DX#h!>Sae_cX-&;*ypw%^0J#b@uJ;9tkHM(kg`0CLnSy
zMknjm{R(EY?Y46u^Iyo!_p5vV2mqm+vLu20*k0c{h}x}rtsPku^upnO(dGf+e31Tx
z3A;ET`IQc!lJtPCY?Vxubfi@|tH{+8n*R2zRFRbeRK}$ZIALtzS&SxRp9(zb$$(*!
z1$+9h*toI3OR4}N=pm<XX*VDYfePttz_#0JRpZ}Ql^?uK_yF1}BeZ$Bgop(rOfawB
zOv5JYjM7OsnU@}=?t9Iy^6FoIJolibiSSa6E(U&Pg)L>1Bhj-gwgYvnx!5n#l~*vA
zaQd+_W2iQ?xpd!_;g-{<UtkKBZ#D64I!u=n5n-BkEU<x#tE({DtJ>QB8^78t8{q8R
zgVYhs_n^}f8=KxcZb)3Siv(>$N?53|^}_CDpLV7!KJz<lPnb?(v`$uZhOL&;uRDF!
z0`Q)iYiAdMx3%Qt!6y=Tc_ggVmXme>h_UPc@%c5GGY>!pd#6?WcF;<4s@%)RZ(IG~
z2ExxDVq!w=sX#ItY0CVu<`p9QAUvZI$s>)y@MqM~+SjdqI>dAP@vj<G=ggkH0-l3i
zG1pHd?8UjyWzwhcRU18a?Cf3L*M~ap@fi9|(Jp04#O=y-`WxxbJ{I;IDJR{LRFCYq
z(@7IW)ywmx%ZaXkS8mrc4=YHQAG?nYJFmaIY>0fA`RlReF}52KA=35Q-GAQhac<`3
zCyh)C4uyvH5AhhPuAaZ5GBk9ChmxVX`h1mwJ^!zNeZnZ_$dQ8fhU<|ig@`98S;-u`
z)7uVHRgS9pr|(3G6R#Y}3#EH>GYaT5g{=oG!2Q*o-yhe1Ht(}%hR3EQ5+{t@C&ZJ|
z?!W{`*l2`IJGrUj&wZL=U=%-eL`~YhcbfMJnbD+Vc*2P2)W-Yk(b?h4i6JQKBmy@`
zQBQ<eo}3~6VTAvr!9@N>6w$|0Q~O=-{5HBY&Ugn6CX@1ML+AG|*rT~!dEme%j`nJT
zbC_!Hs1uD&Gf#-YUpq8+g{k(8s%c!vb#eA>0=R6VCF}stf%5~d{SA6D$iEJ~sg@rp
zTWi^0iq(b{kq40o{DROC3U(-xNiJ*Vr$!!dRffDgpJ?*``EdWQOVKHnW4s~1*RJ*z
Q68tyQ!rJ_tnM2_J0Oy{6A^-pY

diff --git a/_images/2ad78f87b3084fb373561d152c64ae45cfdd37f355e5ab495129608b81cfaa36.png b/_images/2ad78f87b3084fb373561d152c64ae45cfdd37f355e5ab495129608b81cfaa36.png
new file mode 100644
index 0000000000000000000000000000000000000000..8a2b3e571f4da10c9ee1ceb24f1332977214bb19
GIT binary patch
literal 30040
zcmbTe1zc6@+Alh2L_rV)rAx&C1PMV>N|aOtqy-7-?nY8V5Jc%vDJkg&Q9%#^0Vmzv
z-Ep7c`u6_zIrpA(?!D{BUTcFg=a}z!-{<+)GlG>AWQd8Vi4X)Kmc1wW5J9lT5Cp59
z5FdVW{|m+r{v%*7rEdSo%E;d7sjVR*|J2^v+{)hkxjv(#p{?C>E6ZCP0vy~o7)|W$
zt?dLkIW7ME7dWhJjX9YVaQfgyPFdf30xx#<Df&OGOwo+z2x9+DR#IHWIbmtY#a*Rm
zPjt0C(c`n#>ld$HF+LC@eIL@ST9C#@{jJoKSBX+8GDK7?B!mc`BFs#3-tv4gr9nwb
z>9{W&qoJLTMz&#70q*COA2*zqS0XlbjG}%#vwZtQjyrj0A%^Of)AC?~0PgbZ4WSuY
z@hH|)lJL({N%BQ}QZh0!2R?i;_@2V?0s`MD_dZ4b{&64{`iK5>|L^{=#9-l1Zu5^H
z;u;#%xZ?E$4DKoONAmLWZw2fwbCi!_&)N&hB?<LSxWw~YedqLCJAENcdUI)j%Iwc4
zftgZrGO|eHGv58my1Egm5`p9XR64UA2U5x}`pmyqyKLNi`UN*)hE~{>0;6R|%u%(-
zy*N}wb(-=<y+zqjK)cAnqE?&&T(kvg`NixNc>DdWg&}F1Ppa4H-B-n{H-6p8%+CHY
z+TgeLm0VHpaCa?tSk!J>PUZ3A5^AZ+mD+>VwI&9Gky?+I!g#CNi;o{a-rej{#Myiv
z6cqG@O2+$Fr?%6OKiwV2l!5|M(Zf|7%jz|0Er*`Rx1Cp0+A+O_1~NIFslnt|^qa!z
zjx9N0-F&b*1g>7Y_GP{&XKmPR<>_K?;cQpNSxR<|7hDG4^|t1FM0961=eq96%G%s{
z6BXqf7e~#*$G2bAhu#`RszrQz!;|BkI;Ifj{hgH+$3fE)W-czSd%4Wa%xT*<5kUe6
z2Zs*RlHKL1m6RUSA)S{YA?tgBSy@@P?WRKq3U3+zV!V7A->9gM)8Z2RO3?)*(eG(v
zfH;Lzbab>HTn=6BujWXW!l#Y+Wd=0-mS5qU_L5+D_em_A6vytKp0SQpiI$CYnF#%r
z;hKB*?unfoA8|R%tH>pb(6tL~oCzSN3Hbf{p?QDtDT#nH4ZIjF9Ap<3@@Y|@lCrW-
zf4>HLmk{eQe=2Nb`sX{pnPe~eonbdl%bG1!_r0mu-38r~kO<M^@*+`KGG+Bqo?S=t
z;p&UA+Kx|hCT<!1tdHY0(<>V&)c;0Qz4b@)w#zzeR8*Ap+=p2Gz4fW`QQy-D^5n^r
z-MyJ)P3^{#1%9jH(5jVM8qwojmfu}nh4ym~e<ldr(o23B6vURmg`jI!(D-~6KIDJz
zcCumug$(ixg~Yq|_B^=agpPJ_*P98VSW`<&DW5-o-eFQ5v33(#AMMV1)ZE-m=y(hM
zJQF9JK{R}G(>{L&{)kafkXp=+;QQCFyIcK^RdmT-#{zlP>-T53T<dhIs-EiZg?mih
z*^XK1RjW17%_7e{&d$mbmzEB&W!MS8dPQK{fBo|1%Zyk`l9IUk`ue*O@97q=j}+#+
zH`T7w9ke(tUU$GA(yfioFCdIVw<HM;BYYI1J7>J%JGR9F{8`$dG{UN(ym?`Gcfmvw
zIC!K|Tw?4Cm7A`@#Tpg`@#2z_L$o+4B(GRcWhf>~!xj%5j*p8AnP`fz3rpqu`t2JN
zFE4Lz8zXa?Whj;sL34wmtt~gaiwYh$EDvn9ppXz#r^t`iEVAdQsi~D7KEy`u-M>#{
z3u~KMrH{OiVhg#y`ugqL%>5(y1-^LV%ddmsvl$g#MBp#`?(Xg~mIVX_RbC(Vc^qZt
z2`}wC7`6OhSu?PaZ1N2$nX=P2B-2m5j{LUm$o(jafBgtPVUS=18}>jcujp`T?w$+j
zO(c!)l&|+$k=^<Q0odnXCx5*5sGTk}XksM9-d-MZQ?OuRPUA2c5@fu7x_mlrdIqD_
zb?81+sbEF)GNrNk=et|Vk019~DzRMW;7}!sjG(&{FkIti(4Hh*zWU{Kj9rr3vcSh|
z_*fnbf3WI~*coN(PcBy@h(eON$no((eZJSw^R_WUCDLH#0+(B>zwWeo1@u=2!P&b>
z9j4PB92O>}rKL5)16N*oSs8b_oq+X}f*;m)bac_n;g&i{PW6r~{=4{M;>;1)I*u1_
z8s6VXP81-z?Rn_@GoJq}dPL5hJNF9ij$!MYio}UH?1iB!enhXg;3+9C7Ths{4ne%_
zxr}7}pKrN>UcQvj*JsYF+18*HaW5wqf#QSb$0|!IMW&i_erszhGcQlt#YN!${rlGQ
z-B&5jpC4;JD>_>LfOD*AX<%)_X=JQ<<RtvX3tY@gq$vVN7e3sQ5z!68<6|dbqo1T5
z+;-i4>E2egdzUFWw1Tv&9G^mwL(95!1bx``yz;c3iYlj-@0Vh=d^u}(vHkFgeH-*v
zo!j>JU2kZWlR{|_*Vd+^cb#P#v~DEst#abT2s1O!Gf$>`AG3BoG~Lsv`atUHv0=5x
zT{W~}K0mHs=SgC90de3~#--%sD<ksso<`J3<7BY%>*xtL->9RnsG~!Vr0CXpIv?-N
z6h7~|9D()fn?4r8dik>J(8qE9y1lT04gO(g9Lkq?XfeP)OTXCkhny^uS|Ov$OsR{z
zK=}bFu1Sdod_iZLDpbw!-|poyNp``Hs}wX@SYX2LwK+M;<@}xARN<w>z=g~|)Ab@w
z5bW8$7qq}Odh%Hg>(;Yo(y|$0*G;9;)Y(iwg0thPf%ISUw5ya<Rq->rP9bd9uIVF^
z-TwEYaN*l9X&hw=0pA6GR@oM5jB3u~Q}mN3C#<rz2c|Bca%b4{$6S*Rd*|%G%-OrT
zFU}p{S29eF{xB`6th;a??{J06^2tMkiM}ho$omW&gC_jyL~eYs#GjbXnqL?2x)-)A
z+wsJejtd=B6ck9fZ{1q!H_K;YXD5b}2v-)+W^^ZG;asHgdYA%*R9SpVKd0gfUfjY7
z37sItq+%cMGb5vM=wc0)(y^%&;;mT)G1qaD_pKX{%-4H@m6+gkZ;?ndPf5=6`%_a>
zy>(uqI&Mq6p+~wDb@DokA#9<0=ib`$I5W*>M<<VLZcdLvJ*~$%<1IMUTPUUxNB->_
zHfxpxmO804mPb@V!kMDJP({%rin+PDoA2a;!onQxToDnW4-O7?-s(~7OqV$eyY%VW
z_&0G=u1G=KxcX!kw!D12I7UL){?uXLXE^uVF*_|sj3LbCd^FoDBN4S82bC7e6Z`Lk
zge_MD9JKTNTh|Rrys!~dGv&?>#Ql(KwN=+~zBvL)+m$X;pC$&Yub~&oNM97SG9cnK
zc$>ir8I9SGb5>Uy&rYDX5f-D+Wy7e<j)$6<==5nWt6`xt^g<W<`ufyMOk=nWlQN6S
z|1kG1IhKj$s$Pd)V>8)IR+f@cWcf3XA1B$8f_-=<7!DzBL+-Fdo`e8K@YUC^k}9gI
z*`5p~f4IeZOiL_|=UUqX<GdS_F{=bsL*Xapy@*^KMKMhhBOVv6ZmIdjH=Mf5jyLYy
zp*cBP@fvV%Z;83S_WJ>6YGx*(tgP(rl9kuX!$bGCa+i^|t8q{&#+J%PzRz`KM80_w
z@a~qe{*S0jA}3Ql-QA3Qe3U&sJwd_2Hg36DS*K(o=%t{i$E;)pbj?Z1%M;h`GUGdq
z<TeD88|$_<6SlDFHAf!Y78a({_1wF3Sw5~iTPJw1Z^_ZTw;*+3Cq{_7lRI;bV)m6+
zbHn-3BYZXjy`<rhJ`Mb{!}Mi4)l(Ctw-Xf-Zrfl(bG~`uOvjwPrLL`#L>u;&*PF5f
zrw8H;Skycwq_w-_r>80uFpjVP<Y~YB_L6EMjDNU3Q#svwv>po@H@PokN=gcXtO9Bq
z{Sd431;AObxF7!5fK}Z$_Oe0W-d=Smn4F`@O=@+=yii@*ifTe$#+!M54=1jPWJvop
zS~(q5Hu^ndOIoX$pB_#j^hjDK!9=(sdar>kdlq|-+^Ir4_?LjKSFv1ra9ZZ!Rj({!
z4y_EfR$bSc;U%;(v>8b}etbSVCue9rwAw?I*JABW_`*G+_AQqJ-!pLMgx$9Fc2~!S
z_G4cyv(93@Qpnh-%nQv~8YnZ^ob7zeZAgSLUcY|2qN1X=#4L6|0Hf<AoVPb3Z3fHZ
zJd@~D;I?CV!hcNryu>GYUV%bxJ!~+RjE0wADOWXTuw3)_s;J{_TDI%gB^(?|)<s_b
zc(J?dY(7w$+a=Q~^kGV?PLO)?ly8TTSl4<**=W6GS$cLh5j1$qM{ns!2$)$|+68W(
z@@MpKe%yhR0@Z*S>cZvMr&wgdB|SYwT({<@)&`Z+rP1A^s(MMpc9M|Kyx04A*T;&)
zjrpAX@p>Pe*^xTY<E?zJrvs%HEreubdorzLG>YP3LzZfEz0RjiCz~vCW&Z&N*6Wk9
z03NS4v9Pd2Mn}KM%w(&}XcA(-f#I$%99YsZR&q`2G^xhFwQeVnIZK$)6<k><2nQpr
zv{Y4qgAiNaz<`X7F03t{-|3+Hntw(Lz8H&iD2fDMB_@WAkL%yit)(?+3jYRYo|KMm
zX#Vi(qmL<{KAkc69;)maA9u@`gx+}+YbpWuQ~Jk`_&E4yyx|_Qg*b0^$^d-r<{Nlg
zqA}z-0qq*A<B%qDp`gP3r-QRb?wix<%4W9W+3xA4dro4xKRhNQYHbA*MRL#OOwXvL
zcNS*{Tjz$Ea2D8H%J9;Xje3DzxQa?jR+g*)JzO%h&<{F_B+|%=$5dRD*~QV!VeAzD
zH^~*bGqsyiGA9h5HFD8rEH59XsoPR?Cp|qqwa4^m->zq<Fu(hhidR;Jj?&8%&Ft*#
zyGBNriHL}90y|R8w*pAaKjMB%^^>{}8H@BN!1A}EULuxtM~*kND=82qb@d>(<q85t
z;VlY$V(J$)Zaex7zIbeGZ1tfRZwYzoDt_w~vujh9lzcJ3C14mE8QD4QscvrxwG#!g
zT^Wi+Z+qIctV;9vhu%EE9NZ^)qk(@qPyDWo>ErI8@Nj7@t%UWJ&N+LyMQ9nJKe=VT
zx2Ng39ZvD7(voX*-?+8ORL18}HocSa+BKri&Q446+q5JEre<c!nwqWg{0=U}#Kdq6
zLKLMsn9c*YUL9-X0!lYIGgIbj0aT=X^Y??b?njDOn}$6PEPf^l)1c(Wga_bu{rI<+
zTu#ecQwis<tB%4JwX}15mqC^i8hR!=CdMTJ&+%~A=9!_Pg9+tZR@uzlTq!{D8>1E`
zrlwy25q3Z`F(0Ztucl>#7dV36`9g~UJ}vuBDa(?}dE!BF@m8&sQKhxMCBnXJA?V#P
zH2iRm)r^N4Ma0mQsKfC2;@g&5Ez25>in6G=)>L=~*DJI%$wN+(rlR#69C+vF=LfMn
zVVi&b{+*ed`*U0A02Io>^2if>kNVn&SCoz(KYHZ%{{8zruG2ps0~8`*5Ls01n#fK~
zP3`e2U$@Fx7hNp<wYHs{)M@gf)5P3CD<4y~|B_6qGq+rky@GC?H<P#Gqj(b8?A(e^
z+z<a+=)w0C6`P>MS0{1q<Ye?yV?^6O<gvb*Y}Zs)PCeB8ZNd{28u|jZeUIt4cF~i;
z<>u5OOBs9n;`O2)?vzMl35Oo9bb#nFF)_f5ZE1SAsKbIHB4prBV=k7luZ^StRhi$d
zs_WLeo{80wCiOD9CS4&>(7(D`2q4qs^fWf|Q876@N!aaLy10OV0J_-<o;F5P^#1<v
zAoBI=blkh}Q}oDn=BRO=q2?iU+g=nG7smqb_b0_ef!T{(O8J!gq*(o!HEf!erH{kw
z?Rn*t!Hr`|^KQT|G-^09sx^L_mO%e#;k><WAWpgph}W^|i;hcJVN1*XZVcvn(^O<(
zdHL<PZPOe(JBk!+;>6z2c6<g0wW4EV8}$qI03Y{O*j>3ndD?rL?yI&J&TFb$TA!bt
zQb-ay_3~R9uFz-E<FyF&O8cwJ)f);xj2WReIt|(o09;K~IB}Oez8u2b(%P!5s`?RE
z1d1m7v%9~LU$rPd1W?VW=<1varfFE(3cwe3{F?>^O%~drtY1=5tia{dK7an)6DJ%Q
z8Hp~foSa-N-4AA>_fXLM{rz=xttxta6*43M$*!-j_q!{?zE#cB3XZw1wx8-h_7qeK
zl#Lwq8@Ik;Zv;KX8_xCqQrwsvi91|Tj0SyrXVB#2v#(#j+6U{~$VNpACcN<p=M)cC
z&5;5g33We4OeP-_I29DoI3@-S?ArC~L-SNyt~F8P<E+HYD|fT;gRsqjm^*K@@oUnJ
zl$cTBlh9sxL8<JPppd~mK5=#R)VKILwvb$G+C4=pJC4b$b@q(jrmtTa1q3Q2UXxUk
zyI}ig@VWtIC1qe(DM@)3G{}VzT~=P)tht$2Ie+bwPEG&P+i&{Hyj$<E+o6D@rD1>g
z@ZtWb!OaV=5)wjtdwWwxCMTmGw<1lZC9a7Umoq+Tb*Z}6(1(SEWoBl2w;4V9^#GIy
zc!%DIXFR;TSFiI_g>SxVGy2-p#KOn-=EO5t&>Kss;FBi7pa=h;qlCO7L6RFsN>wW0
zL{-g*VmTi}L&K-ri+#84XGuYb5r$th0ATc1*sXLu>0r6)>;fjg38Wj8Ze=~nKtcR`
z)Yg^MuW-4aKc9okZD~`;$FK+pT(q&VNu=Iw?wZrYzim4@5e9u;Jr+JnbUS0l)~^JC
zbX<9jTuOkkAeJccKFF%FNt_<(?aidcn3lAtoLDoEu?VV-9f-=2&Yc`P5#BOF*t@W<
zC}IP}Ts=MzA31mY&N!)oB|^xTfZiEdsXGzzJUJLK7%aDG{`CvLL(8nhsEzvlhYw>T
zC&&C~`InTDnSjqkY+6;7U5d@{@*B#sz41lT*jzugKDTP44U_IN!uniB2Dm5u^Ji{o
zv)3?~g)QLi5C5#5k^zmQwpOR_MK`bZ1!!OZEAkkmCuIP*$FqH@cD7j<B`^`WOjz%W
zSHFcJV5QrR@H)g%R#tA=$jPtmpKy77S^i6+)9|Sjm*SZ|<K%B@x*i{J#U8x5q5P|@
zrR58h4d_kH$h}L@<+HP|MZbA-&A;Aul$?rcrc6&PinS~{#w?{v2g{+AQRcX)rj1wA
z)YSAL-<24vW$AP>%9oc|f4ep?uT<+ic`|3ymIQDw{L?u+1SjR!_7<iCWn&9bxU{0f
zS~L{ix#OIm3syrXY1wFQzGpaeNezgiGW}^^@9u6DINEGY!yY@@pEOE{0?#r?Lmj3i
zk*UhD{QV?~^(u?Vy1ZgW7yOrw*qxRnu&FX(`=P2vZfTFJ!1|3GJK`^><e{N4uUbw+
zMur6o4ZE}8jC*x%A2|)pOLXD-Bq;P?;WTXuz1kmL<>o%;aj<Q%Q~jpShR8SN{dLF1
zULV+AsBZQ4whc3&9A#+R#z`)h87-C-SY_|R0R@VFNVyAzE&cs_T)>96-FL0yXHNN!
z+ORg6@a)$FsU{V|Eu1cOekvz-29z+3r9vta_}xd3UVpxO3$w^X!~vu*SLW<V5*6-1
znUxH{2vh-`>V+mi`<2pPL^euETRSW&>YO2ubWYC~{X#}2Ch;wK#XPF3?Cg)FNhcYl
zq4`j^MH*}3xk`$YthThYL~lLE6&KUeqJ?)9vJ~hV`eC*W(rLw#N<L;G#&_B}c}|+*
z41D&1-a_k-AH>->0!Fh)?vchB`-RaB>{)Cm*LfZ(si?g8^5yOs1`%2YuS2ds`ML~?
zM!<!ml%P4n^;}{EF%$OXT{!B2ILYW0K9kZRFal9_w<q88d^Dp3g%k=CtE;sx_CbSd
zQQ5Z6c^b)j3ZOzuoUm;hIr{nO(7mhr@_Q453=q7whHx`d))V7$Tf=$`jvy6A+lg+u
z_P}z`0i#`@kqg?8SpjH-H#AFc^va*UXn`k!9$q;)l|<VptISK6F0~Y!h?7EXi+KN@
zmC)B4j%00D*A<dL9B9F?1C%~~Ua%K5yyjM(t7uT75ksNY%Ih|HRQ@GbG3f4joD{}_
znMtwz1zjd*4FZ#?7H@eU-6Er~rU~{kS^>vJ^&C45%jav8uNB9CTuHXSQ>xd1J+=1P
zu=NW!W0aXL?1pIjK<RX4X?MYMyWM~Oq!kx;v#-iRIehpqiu?2Lz5~rZb3VgsRYH|d
zp`J!ZPh$Gaw0%H^6E8BW`MVqzXS{u<Fm?Er<*8k2z8~vf$(TT$nxNbTp@jMB)hr1g
zMPPsTA3TUza3OLR)HE<i=Z?`f;)@65PVrgO4%e4e*2Kg_%+T->oXkO@IKZrAR8)bp
zv$F+6xWSdw_+kz3d+?uS-*KQ<%(^PDDhrEO6IYng{Z8w_Yj}<5p2(@nbSOQ4DM5N#
z8eArYYRL`9Ds5St3J!KXsGjoo8gqw(GjmX}1j|;*div+ZvhHZ1@vg}FjLJ%CsKAy!
ziZVD?y<Yhh!Yh?6U4YXA7l>QbH#lcO1X@d$`Q3SH#I}t-EiVj<H1a+aXTj6gnV7IB
zUw)AAiKsqTER<%=!7Fjhn6IFX9w31%Eo(ZCN2N40G|Eq&1kcZ#mJ#c)Ff&K<x~X@_
zbvuCG!}z0%!g2jH=4xZAWRfRGew7^uuRv01{q5K%`p2L=T)TEnNk=E|rygJwbT9TM
zbdOoH#lNb|>r3yNi>6S!oo6W7P3LfO(s?LX+sVtr^Fp2|rRWFC^;FwN3lo!ifNz7?
z$xu4fZ@eMF69Fg&6wmIoJDf6KK8r!ivg?ofru20Z6*9~f`iEo$pw_Th-KEacbR=~!
zPPGY~yE~bcyI!jfdSCXjfxTd2L7zFG-tjY$l#}mxVe>K->VynZVk*xHtSZOjuNMzg
z(LS?(cFDvGwm!-xA3u&6n0^mR0w^#`+oH*U2hX2BpZV#Ny=GC<Gw!SLuLACqDo7qT
zc@5D)cO*hA<NfyU|AjW6O@6-w;Pw9F$I_|?E-5J3dH?>a#l|nYQ|{=(z#3ETCM<l+
zm`O`b#exo;nU$p+4zPsr>eW*~5QgSw9!9YONq{d9QQ+U|xvFSqo9#?*aarf&gH}u1
zcZrA`j<XmkF0g2vA3uI%Q>7FQEcI48T=(2-)wQksMBrK@V!|Q{YB$@}t2U?4jE|4&
z6{@RXJes$7;7#vi<?7@Ie$zkIa@WT;F5}aupB6i7v$G~}VAaO$1&4g&-iU`E_LeyJ
z#n4VlN=X6UPcqvk^=HBtn-R<D$*z53R-ysd1_}$l7}J+WqiC(4oScNa1?QiQlk@Dm
zzdID(%2KLkefoWB@!djJS!=<>C463zz($KPaa~Xs(XTC66CP^NXD`HR*~+Rf-&d4u
zyMQS70wYAPT(jpkC^VEWr5yAa2}I!KTH5;bZnF6(8fU}^o!3O!2*4dKuEIwdpQ}Em
z_S2Lo->P~@ihC(D5+~tJ`xKcJ=D2KNY4`YGW$!eh@>>H$@+kl+C>Ru=1GE&reS3lR
z%9R`v_sKS~R=|$+&`!|W&&OBVg~Nc+?wcZGb8+>!d)HU@rRx-rie@@bp0240Pn@cF
zXa*va-f5rXdWm^n>x?&>d9OJiG}CfC5x9-_6ckjocjv8dqc@z-VbFw!8IWPu&R3w#
zuoa<}GXvTA6q*K~AL>+o7QX;-kB*W-*}$EI08^{(fRfvi-4|gY%8bD?($EM2TtB5Q
zgTnwa4X%i7%2V!la6hprcbgr!z}SEdigK|+q2GWY2xO!5xZg!*E!w)V$^v(TC8v{@
zD52_x<qrQts(cS@%%L|R-8^}65s+_8ysL@|MbzupkE!ZhiQIo0-MT^9DxgRgYxYbC
zkKcB*i(Z_xqr3YBlqa}Yv<FvK_OmxDryEjd=OTg6*_h|E(F=uZk0E0aP!A3bmArpH
zWWK)X5vd{6%Y=l*jrscZ*$1to-+AkwTXjp3;$Ap|53dFPE^7i$CXj^Ax6{P_!HP>-
zkEusqJ`?l&FZ311o=0D1X2!mH^=dYzBC^XUFNakI4hrB+U=F$1$#1X}T9s*a=MCXH
z*A1+$z6aR>+#Y~ba9c02ty4@|7Y77oUc_OXU!U}y1Tvx8a9>3wI@`=8j*0T(#Vm7Y
z)3O0TZJpQZpPMxZs|hCNwJFoq=!}ewO6v3$)Yj7D5Rgo6S~4>;fVINW+9h|RsP9wg
zZssYrxVX5#<#>tHUXZR>gB=`IPf*+)^Fg@K#N*BLQAqiHe_h8A;5t@?2v|5@k)TRi
zWeQj#OnsB4cDR<wpzY*GkR0KR(wkXpP@Zk|Z?O1~<y+_<2#spA5dp8w>5O+~>uPcT
z=O54Rg6Wi&o*uJhEz~m#TP^vc6WU?pqu%%^w4V2u5SNg^@t)pK)w7^~AlZGM3rTx5
zV=t)u@ZmUY5}y!8LO4#KVqS5-#`9;+zU9-6CqRX6P`+$0s=OPVa6F!*Dk(V+pYj!}
z>^Wdjkx5D6poo>a4ngha_foT^Q)s1#`Ae5#2HXTISJc=dPp4c2Upx!0^zK7wmH>z}
zmcD~f6)J5IUzDXmNsWQcQe0g8c(f}raabY@7_6hSF?i_j!KNdUh0~10b?E|e1XkeP
zX|kEsp&rG0X*E*jp7(Sv^9{-ev1i?%tsCE>4)YwEj1FR>#dWB_fSM~#id&YCg@f<x
zfeOEoiHXD@n}h5z=&>`@V%6~Z^%cc&r@8~WbL8Yt`QmLF@Tf*X7bTvQVG@Po*An^>
z9A!hinQdPN09k5kfnemK8h>Vfejp<u%1FV^h0i~1;ma^;j=Xowh5kq6LzaRHtS>oh
zm6F^J<Q<p#OVq2KxrUu5h(oD)i3mt&>%l%_BE$xD3PGS}T@ZHVK@EBL^&eLX)Ng<x
z&Nx0Xfph$%SyYRP$=u3}VAOo{(Zh#nxC*wTfCzB?8c0*#;KwHXc~sTH3;6;u<bBs1
zw3qp=3P7w)&;Ym$TPP4QRaHt`JG(+N498T$l_Y2Eix)4d*SMD0esWqFKDOY&QvpxQ
zdpeoe>iUfbQ7^!326j=2Cj#r-($Y2*BUHj*LgMZI4hznbF`h6Y2p9JI_irc}H*F{H
zf%25DmajwKPRDCXfoe{R!!<Nenoot(3iuM!@agpzKW`CW@Yp1~tdI~yV^vM2S!ym0
z2B8hewd30ZR#rvC;I4s-<D&EE5e_1<@-;WWUD!*vtjhW}ZOe#%LjUtVwe=uH7ncg#
zJXmfp>7crDhx8^Mlmn&_+Yr2`knvhn?OMTqnY{NC#kOMO7EVQR<}~6pUrBcNg=7BA
z*f_ns{6cFiXVZ_@R|>60M1b+RxwnH;QDD-^Y-l(lU^k5_;}3OWGk7?`Z3EAXrFL(c
z=4Y}f183bKx6#kHV{37!g0Mc-s!69?<;ZS~vHuLHgO!yP7#L(KihIWW|IsMaOkENb
zu7J+1tgXG&<*7B~|4m;Um<E(jC?8~t)1+knF9HJa<=%1Q{bMJrxmqgWq`U#e^3}U{
z!M?uOKjV0FdKS=(M;rf0C`fjCUxUa{>OI|_90A*t?m;XE9s(s%%YE%zZ>>kwdacXG
z^cV>H4dHZmP_2?h4DK|*6SFd$p3l(j%WYWl%Ev=26Vv808w1Zaj#=01-DCu70?jPE
zI7N;Y?e%rrOH1jUCMZ$|2ApCpP9_({ItGabxEmmq$vk_;>XoOW_b(q_&}Tj$P6z9y
zOM4Uuo-p3@H4YAvql29$$esw*)&eDvi{~RQ8*-#UAY;HG=HVf1)SeUuA`B_$fnfR7
zL*ig%yVeJXVBE^<Kr?;>W5VN_K=&TAfV1sK+id3am@i(w?-vsn7a3H3=#;l@#$RxM
z%IY)${QCkVn}XBs&+?8a$jK*4x5>Qn{=?`$9MUz-JKz0$l^vFN43tth5rIt@8j!@;
z?XQgBPWgNShs*#DujLHwZENJ+yLVV7Tzjvpx6gLC8=Sy}K`#PVf+SZJu*x&oLLglT
znENr*dmOwJTe_(z**%2kfNRp3CWXdzfFb@r>w3(hq72BZ*RTEHuAZUclauvf2eBDm
zs)cwBGAG}`rdjPZh!{ILUO7PxjOzXQ9Mrz^+ZOo2Z~HXA&s-Xo4H|}|GBipesB`KB
z!g-ThUbl}DgEA+4sgXo5h`<v890eGy;VqXzf!&OP`VC4%Oj$W{z^WW{1Rq91^?%EC
zz6lAmLi@AnEdsC)njqo>4(-mwSRjKmcv*$EQ}^W(1xva_8TRrD3ze_xD*&0auwX}0
zK(&VCiHKkFNu*i@emTNS)>%Plim0fo&u(pj&rl_dnX_+hZ3QVV3A3Z^wp3ES-EY=j
z;?f;Fxfu(G7bI{S8!qqZ;wy=UB^qPaw;^Zn)5xwMUP7|lu+ZDvS3#$P)I?#Se0XvS
zk0k5e!t%<e6KL<ZkI&v0$8>b0e0r7u>`Zm?!SZD7)BTr0vxCrrQm(VJ<8=sq6XxcQ
za?>hlC^-)FkdU;u1Wce*G29JIYs_9SrjlWJatM+c4RiK)(>n`}1A}I1q3fkUfJFI^
z^=I`PXgz0@1(kHjk!mO0mhK`sE>m+Zyn8?TLO+V?pl!=tCO6Zn)`NF$_JW^wfIDaS
zM$O#((}4L+e6eM%M}CVm%xQK_NRaQx&z~Q<z}4c$x8cJk5+}Xg(s|dwfCUOeu|{r_
z$3jrhJ&1%+@Bmdn;`sA#T{vUeHBzx&bO*CZwcr&L^otI<9#LQ;R!$EQ0(B1u`B+yy
zx=kf1dHfAtALZ{Z32)y5ewpK=OZqkb8#?7N`p#+KS|NHo)Tv!_9UUErY*b3uochFX
zU$YVG=aAev(L*E?e}N2dS%!l^JOU}ts8gR9|K;!;*(N57^nw*txMJmjg{-ZuA-{$v
z-yNHVEu4^&?J)o_vWK&TAVqy=z=a2FNg=s$c?Fzs!(3MMcTdpY1)CICnF5O^{|F~R
z-U}4QS^LVA5_XCo>7s+wFM^uuVBs>Nx^#UR(OebMr8|7{NJ^680$`V}a!Us$&e<!n
z=XOrkebG0?!-qHJS$8B6+xWGT*95l!_RGz9DqFBc08=5>xBz=b&{qW5hlKz)fJhQD
zy6I#!*~#FN%gW5W&VVo0eHG#X4`!MhNV;?_4B+muS);!KCI<*7h&P;WFn;M>LinxL
zbAL22b?N@Il7dnIc@ZEmU!HMe-FEZie<#<muqAG$$p-ZlNFsvf{P3{hHr>Xw2^km|
z#7xL}mB=sC!20B>(oFs#C36r3s6RRxrsz{tRCoJm=uX~=gd~MJ`a?iXScq$lj;sT^
zE61$M+X&N*^6)0mEE2XK7AamdTS$wDE)cjD8w|E?Sb%6i9ym>lj(2dy;TB3#Fjj9U
ziNUHOuOKTV<fwfTI0)aZ8x=zG%<FI@20I&MSMLLT&os7cQk{b*IlLe1;H4wrr9+1-
z1BWaL5a?ZOO%;tU1M0L2lHCHZDD}-|Cy1E4d-eKT{@v0ixvGGW#YxNgsmYWPI4<6i
z8Ff{EK9?^Owr{GLt<S0hDnvIccF;-VLov{mAr^<AvWjiOt%T}{*$ZUKGjOq3${HF(
z2!swGdDmj&vKh!in`?8#z?}B0@eV283$qlKl|zyQx-q@|oRW_pFT=5dJNXB_{}*r=
z*Q=ma!jBMRCr^U79o*M4x8IIGZ*#D@he?SH3OeKjV+F(>Mnc~Kj5iieb*=GKOAH9T
z0Z=)mrSVan3NFk=Xa^#7fY{Uv^u!SjMT^KTUG}nye@;Ev*pN7CFx6?+hux96G3z_z
z{crfz`f|$Uv*VJ+4V~%>R@H0x(qYv80QB`h@P|)?hlgi5;|apQ^Hhx5&1cQ8yh{=_
z%qqg=HRm|Pt;_#e0wUM{BRDJD0RQVIqynp<W~vwJ`;QFBS>*h)LkGKb5#!q~UA?`8
zaGHBe1q7ufyHEMjBXmN}q>!wG@W%xKTh{fB4b&uxm<b1jX;pW`=eRN)_JE@TS0<dc
z0YZj1E&6%NHl}|izBJ3Lz$d>fw|W%;;@lFDh=6#AQ}1!fz$-F;W@RCONZ{y0k124I
zA(8ySCh7FfjP{YCgO-@XTU4Oh1~#VdAB}aZ&4m0bj5m*)4Gx#$t4Upq-{@;a5j3du
zxu{54ODlA$HFg4WWxZuqy75IXRC6`_rCw4(bQa_Q0Kf#CHJefEu1}vb(R*wvyTdY~
zpGDMDh@*P-?kBB^&uxw%DxLx0X64`x7}}EeMt3d5P|rf50eGdwB@oa|fRd*d7Lq~o
zkVyZu#3KmK0xLzeI6VlCbw3A*DEjInkZYGpabI2mYfIz*qcPkR!O--LN;fo&hW}cL
zXf3W-lC(EBH#czgKb8d9hLEeYnUL19`F0+vgJ+Fn!DBVG2}q<OaX3tvcBg-Ad_XXr
z7EdLuD(!SDfK{MK4)kW|w|9y~HOe<*ME?`NssTL$^~#;dTP33&bVff|vZq}iQE^7R
zbyrsBsEh>^nvOazFIqwS=7|Nsg5QdtcUcculwl!gNEm3h0a!K8s|^HeLrx>9AcNQK
ze&ZbMFLGE=6*@WG0Obl~;@mt?M1=on&u;B|A2AZF_ct(Gd8A?>^81Tb_MxL!L|EA4
zqlzj6-3q|6kBpj1wD@InmxtAkzy3Q;`4?q<5Jci2#}*P2f~vqEGBxHGxxjX|hA@XJ
zukh!9fB@ATf>x|BR@w5y_13i&uakkLEltY`JO~xk0}Y$u+GRQ+l~R5Z&d9;>Yl+uI
zn=x0l74KNc#Ox0()Y$NO!~_x(sAFgYDcGb9e%)ddGFw|)6fHl>P+$TH2^=E;L5Mfx
zcG8X8lbYMx2@uej(BMmB0P&-Tdaz1T5bA;+0>qfhc~!4$h3w+RU;vS-O+V^DZHsOK
z)!H(D4S$6WgTfB?Y#gx1Lsg&WhYQ+_;{uCP*3lsW&jJk|&-_XRnud6%r7@S0C0}~*
z2IRFHPd?*bQA~OPXdm7P-O+W$fr1Jo-av74N)je5xNaZS@G4Vu!a??iRJgM7Lpmf^
ztK!^CD$eiM^Q(P7efng#KmFI$9I19G8n8=L2n45ia%yVtP*_99@37sW!W-fdWf<^Q
zqNoj!?l_@+FwO*34&@{z>Cy#}%DIp6(Dl7VJoX{ln)bLM((KxcFMbR5J3v*+Fo45;
zJkx)gLLlb_%PJEn?H!~A+Z6|awwlB200?6OMHmgKa7Vceq#66gwWE7XAFFa$J~>>h
z<W$!@tr>6&v&kp}O-fKLu=ES0BN^ORu{`(Zt{`nRaXL;z4hcr|0h76$V0ECt$n0-~
zmW(<qpld|<m5i6r`EYVFWxcFp-5oT4!Snnac*wzvi{^+JglOPcp%L<Q#bgmrD^`CF
zjPNH71)JC|T~xw(Xz+EDicI-tR_%2_n`b@tHyhR_n%0hXMkWqc>STafx$Z270S&@S
z3!_Mz#3R9Cdq7pLzu$VN!t3oZL?zv`WxPwx`+O7cI919!Dagrvorn+(2NrNpVnfjn
zYa^Zh+<}}*O1baY7djN=v_LsQ(1z?QzD4+|(?sPVO&;v)@^IM;Htg2h#b0h=%GMN?
z?-cd@>=$58V^pF;P}mEeC?7C>JlQBl*>jG|gTW}ftX#-DElG0~x988FYuA0RT)E=r
zP6z#tUF#$;h^<_OKrBZ!_inO?2TH3!D21<3dSPlXzrNYE3sVL0JtT~x672>b|DBv=
zehDodvr`l+n#3mJ?%@>!l&}ktJDb%}@xz_E6FlS$?QK%{-7U8XHXhli_uV_N&5K=!
zOiR94mPwG}4vz{0fLVkN%($>R&T_QBB>~>jVISo@GZe?@rljAx>$8f`+%xLj7$c6I
zH3Z_}h6gHQb$szZz1GYU!3f6OX)2CQS4(kmA6;tc)ST*SS|kOtAiTWtZEj_l3&nKq
zB6wmDS5S657%nna6r+($l?SYN5b)-@D2{j6+$6S_PJu{B5F5`f1>ymeho0flZWg#f
z^j9ujDsim=K`n|^JRj3&!sBSvRf!8gSeXJOlQIG(W+LVuJi@YJ*PJE?@A-uVn}yu6
z{SV3%l|Zopdag`7Ke=XQh7;+w|8h$d_H+8a*C<4P$U$Gr4d>_M8_z8pUVo6z#v?#W
zVz@Q_=1yJf+u^nF0bO9`_{qjT0AkrrGyM7Ur!x15IfNN<T%$J9qz(-0{i0$UwuJ29
z7lF_YTSI7UA6`GTaRy-n>g&shitH;Rbv+BdjCx>EdRox>Q@ZTCX%6t0D|pRpljQyn
z6ojqWoy5C#fByQts293N^J=>TBgfOF7qc7m#DGtN%!2*<9+3!qZlD3)bNS)6@?M4L
zf|bLseGj7{KyJHkvO)0d+ev+6X!S-FBOyKDGliAuebJ=9cR)~uO56)31e}54Y0`PE
z)a<NI$6KK*<qAF&!jn-ZgjWZlB9PkYcko&AA^=yK!d~3l+oQ*L$toy(H;53Pj+It6
ziS(mEpy1KBN5)D6zHX<cp<$9e2gMX41A7n)N+ndn&E=u0p0%Gp<sf&u2XCVB&zZXA
z(YVjBqSd8)hBP?HSJ459hRgzk=Wc4xn%B{St_5Y&LrjnD0=^=@6<`bVh=zTJ_6v;X
z$owgLu#_w<Ii}m<1M_S5iPG5aQb?f#4}W7@AkT;uNBTn6h$M;?%S80Zko%ob9tqtt
zgf2civz<-}4!Y|%U)6)=03hc!w%*FAX6Xn)UI=O#6D#qvW&owLh&RJnZ^t^p8bG2S
zGzNS>rrtItW@dXvg!{r7=ba%Zbi0r0p6pWrsz947WPI_{JSZf=^aoD{Atfj8nih~-
zac(;53<|od7`SmB6p)>AW**osE$w0hbNK*i0Y-;O`vD$NFnxmgvIUU&Zp1utk3#Cx
zlOp_hK8w4uvccTK8rxH`y8F2{6k6bmAfvnvjc}BL)0+3;ppw3anhbHZKcAlXq4*8t
z)@k|t_;XUq@A}R&FpNyQ$a%S3i8uyL2u05Rq_B2?tB&_Eb^5>G%lep{^@qs=qA45A
zR+^x+%x*$1WIc3_lR2&9y(@J!>^N|UaXKl9m_Up~;!bJ@;`%w@)xxC1EsK5r9*oO9
zSRD+<s{}$jgLW<bH@lAj!=VLI?C#yW@iSaUQ;7@Mk+fK_9oVxU=|R74gdBsvqR1XD
znq}9?cXIO>s&w!)qs0qEMHa`S2v%83ypF#;jEA~HjFn6|NLd)00(?;#%W|xV?_m-T
zAD#n`a;Uaj9b&w=;?@V$H}$+RJAe$&L4^2bd>fi<1B8=%_=cFr>W?58{h;ij852--
zzaJkR^mzU(P}SBZPH{0b&Q)Dlqy6VF0UfXG#7Fti-Pn2E2OwcCVerv(l`hC>efTbW
z@-F{-#TI1DhQSIuE_g#&1)<e?obvUS>ub<Y)}@zlfb+wNMaMc!H-rR^&R@I;v2_Pp
zI!dhr*aCMSbTmyl2+}=#^vFZd>0o;a)qX$9y~9SDTUzeIeuv)iAz=ejT9q}%ZE?Kd
z4t;kT@d(sCUXMLCbLM}Hj*LJedLf7&*fVsg58)vwnwV9lL$;QO1{V570r4w4)W8<`
z-(*z3!(p}gaVd5b<UN>(!1*X2|7Ut@%09eIUq>(p5}ydnt#wY16m`w1e5|uO;cN#^
z4OX!cHLxyU83&{oeD<;#@ROj%H)JGxhCp~yrl&+Y^nwqs*&jy8TYvlZO}*A#;CndT
zOK3(e)rAV6c!H3B;g-=EFq<03>JtR)VC~L2SJ!sUef7mVebaT*1OnpaZH`c1;cKdb
z78i_7_<Ee2CA_|M=%MXpVs5UYx*Z-7VO12iPO=7v)|U}?vFL@ZZix&%)2;Zn#NWqx
zgKCLk|1&)~<Vik)iMaZ*5l=S-UPy{OZvOdG62f#wZE-#GsDw2E)$x1C`Rh0JzY+qr
zCft~5Z-T63_=g9vrGh8WS%pRRCdnZ)ObnTO3(pa-7oI|y&kfJluHyT&U3OnqRvhdx
z5P8Dsh5M&n08pZmHKZHC?hq{W*OtlGsevwO0}~{M*U!LF`Sjm9u!ZF~`-UcB4+(fJ
z=Q015Sy>rkh<N}}18C%#gF%<^0cQ;b<Wr+<7vZwLFZLBFtEtVXhPpu_W32J4=+{5F
znw?cnR{0}cU4%-&e&KEVm&8gyHQ=)x4Ej4|at^xzOdAq<As~~a=g<2?_OR4tIg&*N
zCd44|PT4`Bp1J+l&73d(oY*#mx*mmmtuocc!}&Wu1;bQm!WPZKU%mPx18KIB>VP!I
zu>htIopb}4)#A@44-Zdq<-6vs^R~30<s6Tk9C)eMc?$Dc4G&tb;_&2m>GM!)(m{R-
z>p+}jvg8gLS)OYIH<WJx=Io-GzC)f(A<ODiNv&x_!f{AY(CV(;`Fq;A`M$ybzNLRN
zl@A;c9`oLtW#j6yQP%sL&%wGF2d1XtkPD27>B<!X5Or@m%u|4u2edgdKK?ZFR>VWl
zb$c-@6o2afP7cCtS(5HJaiA&sv!aKjsNU?c&*MEEU(#o;dSKHSkkA4t1)T#~j^(hR
zAUzu^n)2hbaPS_{A@VSkxl|#Y?gJ9+?%KqF_Sb?B<X03J`T41!mP6-6_dH-hh)ZIl
z6D_thYfnItg&E7JOApYjHwd;sS4KN!7#{y}fyq1sfdM6_1DzbT{O`b&AD3`y-HUoZ
zSUf<(J-O+$!YVtCA`flv{}GeH$lpcjaN4<8rW{BK<)fKrxUBz(N1okbd!(py4e>tb
z?h4+0j94(>@*<5~0P?<!)?Xuo*k0_ZB<?kd9xLzVZhvm&c;rZwu`I6OHD@oFUscJ^
z!&46m>R(OFL3IO!Y_Ulq7`04ogDml<PdCt5n3|5uC05xl;6wBevcAq?cVY(x$}J0u
zfr~K4VaLhp<<o#$Xzi`UPsUEkNOC2zoBk;d=pPn?n166|O-P)SF(gfw=AO@Eh~Wxt
zm+nwmZ%_Z)j5W?HQ9<GO-FW!apek^=tUrTo#{@#+!On^d5W<uJ=|nLFW9l>b`81vV
zOOA%`gYY_%{zuUDH7gE}5;i^xDIg2F?OOCc4+J<i8pqPIfY(5%xZmwMjo^b0`{)IH
zGWo4UNFm$!m=NIkEbviU^w|G+du+;ps)X7E8Cfq1A(4l)r3(&I^4e<;1k7=^YsC`k
zF@Pl}f-m;8#i$5g8!@TdtpJSz5KMaKi=OEMQ;2%pjbb$^=~oyz_63>30HOGZCY72B
z3k!AHr#5%CE5eTpBH**?2I8bh1d@yuwTnoAfQ;nT5B4-`YV1BNXx&sh_`3lyX@bZ#
zPR=IO#sO78E{^9EtTy8Pq{wLOtk<sJ2+h6YD;dS!+g-Y8Y-o}MqJQXU$rKe9I+d*L
zH;>GM7ZCva1S|th;bwXMp%*Y&)SVxeUeAWg>($nVZbg-ok;Lhpvkvj0)_?v{mN5%`
z;0tQMn18;C&T7H{@vZk68C7&En0y8>xQ*+0L$PJr!j}h+YCKS)leqv5UPV`T#pbe-
zloXzEojn%B&hFQ!y5+do?N?d-^J##`Qr~gBG3>g)K2^a;2;kHiTv3}o!`QtNn@KO*
z{RcTcrB&K~J*NJRW8RE})fHu+JEEw^K^%|=AP!cJx<gy{gQYTHIpr`1xR!i!NB~Ov
z?u_Wk#UQ?@WH?F`JO`iCip)%9(#JwhB{ipu;`{laWI;P<zN#N)oNZuu26F%S=#&Xi
zj5QdtrAEWoz|pWfrPp7>ZBGVaZo$jF0i~sw?o@4d5P{c5{m$-Ju~X=w5DrOHz$}~i
zLkH#6pvY5ak&^7@&7#MeA1LE|!>$<s4H`d9n1T^NDbQrZyS%*Iu{}ROf2Mo+zp^|C
zil^pLNNzXt>su3pS13?rH2l{tyhE!11H?h4kqnPjRM;X0G!IE{#~+7;hfjAe^EJ<L
zzW#xmm?z<v1(2SVPJ?g_^#;984s_Ao!CAeE4P4tAG|S31lJpK{0x^8QhKzXLM|YO~
zDgfGQff?JtWEfD-6zsXxEsQRh^Au%+wl75oq&<NYff$WI>M?a_1IBA?MXZ)B46t}$
z9UK%Uw$VYx{t`3P;7S7|0d8t~UB8qkE0_Yil*kVj2!E1+0EK0yrUn)N0_!<4ho?Xx
zKvo^)^x8W;>@q`#PN~=J_vHT_TEf6sQr9IW;HE@kcDW&(3wzC2q{bk&(;sogx1Bi`
z98}2&=oIANn}EoECf=b!2R$AFQ0nAZC;t~5lan*wafg)K;NZoM(l8YJ=E(z$@jCI`
zT)=RWTBIV@@?Lw~M>TLl;FbWexcvI6Hw^!>%Id$mC)xcii^JDwwX3ANyBjgdn^`jy
ztXf#)RPfsQ35WbIua2O>0d-?`<2f!Hq~^fo2QB;@`1m!$7ql_)siUUm<}cVn5ch$7
zY#>p(<$q4BBY5C4pp(u*@b@v1ezM2*lkhY4WU$Feag(vB!DabG*@k3V{QZz3P%tmv
zGGdD`{*`bsv-DMRR*iD&OnjSBp7|g?W}ksljGW9tJG*J6M1viwi3S}fC+Cd)DCt8r
zH3FF0@}A@L0>$@lt*<xdBd8LPl<XGI#$l9=5~45D$Q|Ul^#XPd0OhVQjVRW<lL;Km
z5~n(N7Tpee2{SOVciwy2HA?hoPSG+QH;qjno>g!G5c!Gby=<7{0Vspi65O(FD3(qi
zYYw17MJ9){A_QXaWPuydMHgB*>lWWE1Fr(0`vv{xgfhw$ETxuv+A_a&Z`kgHqNa}n
z1N;h%*5M&qj(vveWtMbk65<b=AU~P`fg?3zr|}ugNW^M!7|JLNdO}gPj=Tr6$_iU5
z$xzm>kuEWc+CX?i#Zgz)6CVj|^!ff>8u@gx_MP|Wn=<#`8-ISr%5#H82p(mS8!oyx
z`8wOl4;>anS%ztTIK)i<Clg^RfYS}c$5$~icrZE!14Mc|%R|}yJuwv=lFtj(-CZNx
z4fv_UKm^8muI5ya)`T6<(fT1~hfe;@@AjzahUIFOWn0!mHbhBF>yx_$44<{xVg4D~
zV*wFU^k|b@$Lq+U8Uppsqdo-Dc4*cb9shN4aY18gT=ug{atXIPC%TW8?~!<)!S`!#
zJ$Lh{M+76U{{)ej?B2>E@dk-X=uZrq6&tzA3xOjb8Zr4WIK$UIRO@jE9XEziFLaU)
z?bIM^4oN#h48<DC<-{9J%LcH%BVu(uFTxphhDkz|vfLapDKZF+A?|sd<C{(+|LR>D
z7s9^l@dtue83_#p4E}m}Xu!a{Gtkaoq9^V>#Au2IR19l4&rj#OvjFy(Zu}jQgTMC(
zI|(M|^gx?!35sqrYD5{%De}u~E1f1hZ*M-uhM;$9rG<8w*5MfhV6;dL1o6I%Sz8;l
zJC=W}`@1K%;5_QU%!wz62onH3(SS1^(p&tT94#Q#Q1`R*cmc_y92@8&C^X+8y}<>E
z;l+Wn_6d`(s4t+Z8UT7OL^%F&BxGcLfB-`~f%Ph{;k<MS@9)s4c_1_!P(qVhS)Ksn
zf!J-2v1tUFRG~utYEGDSAl2qC=H(%O?may;?%|<meCnBQ)}@S7@|PdoE6(_!G@qmN
zAI~A^fq24|dlu|Vi+{^{6TRCRx1D8wcu>bHCW%+Ev4J)d-?M6><Dt!f;*bV1c9Bt=
z>DE4oAvWNX7<>yke}PLM7bcHi>}||UK$fNnMut#gvANhsjz)lh*Tw7%xvkXnel|P}
zoN{XIfa5>S6m26F$($bMTeo07bQB=weT^Jp$YcN@zy<f@PV|>E1Yom3ObBc)(UZel
zkn=By2Y;0w@V#D3^i_1qOHM8nV|NF_AHQM!|If2%K$d|3*MnRe0YRMWGcZ?#12hcP
zE`>c6{}-7RqPkz@f`G%pgup^jZRM)`guNiDbs}Qmph#F=e=W8ZqX8rOkPg9x{r>CD
zO7$x_AOHKh4tW21{=<LIkFi1xC9&Ake*D;fXT*yEHOFAU;?=8HXe^x`eB{}_BI7`6
zVje1W1_+vh@3OJ$Dj^|}a}+!IP9ci5LGR{h+Dncvz?Y+u<~e(P_#5R5c~$*~wcwN)
zJk8O`Kihlub6q}r#4fDXE^Tu&iwKP3z;R-7F(AM`*cm<T^3ES(@2^gu(<E}#b-48J
zi)<P>`Y^2loe<P9ER^_}o8JH&9WY>7MGT27v=)NPvie8UYR~=uFUL7Y$PV=ceJTiQ
zYN7t%b+tT6$e37GOi`9Fl(a(P^r5MfyY>Nr_rPMl60zr9tc*J7E23~+{->$*(Mc!3
zV?#tSSLEYfKq<+r{DThu#K*sc01@yQ6gAy(T2`?fmy(jQWD)sa2T=Hj?8#xTt#wG8
z9Rte@9n@L_-J|qc=(55jZ#b^F5^v0q!wKiQ90<oT=G)L*(VDssG<~(@dVaAWDl8|6
zcxd#Lz;rn%#^|j13^Z;imykr+*srZxu52}H$*G#V#|V=J@JJQNoXGH1gA;KEA1AN`
zfCE|20&+1-I-<y*g!XpIwWGVo@bsLs&@JnC5=XFh;+S;RLP=x>0i|cUfnNhpuyJtS
z9Se-9*oM;qBjg|vGI(ypkL=d?OeQ8A!$<|_QX+K`bDSg1M_<uqvn=I+Z2r8}o&r)O
z#IHfW_*!l=(E*kyh*ecR<4U9d)jXAWwMXXcxsi1r2tU4&L2dr-n#??`kg%|Cp!cF9
zmxpjvGIMeo(MSK3EnUg9Q&Cfs(D^Pazh4Nb1@!Wau7+pac-b!6NeRc?kXV=#EY`;b
zGLlJhk}qQP^8(zQ@5vTSF=+mPhbl0qFQv<2Gq7u9;QQZ>HT4K7Hto5F&W^&E9(WS#
zu9l!^p!2ZM@^(M?Ouj?)AmgU*-?LrwtMku;1ohX-UvB*e!+e9syFlJ}b+M@3RTu`g
zAkdBrwY_ZM&G|{)_3s(pm7B3J?mVw?0V!z%++<XQ_4jkqL4=G>*tL6Nq7>*B*`tqg
zPZ0_++x=F(o0-{)kzImDMeiKgbpWTs|7pbqm>`jD?6ZeHx&xw3vWy(^COV1g^ofwj
zRNK<|Sm)mO_w)QoMNH5G3a)x*h9U!OG6IZ_8~fjpc?SrBLhU@rjhxK;^hpkl)68xh
zKvrbn<fV|^(iQv=c-YHpXl-y%zCKpd_6M^W4FrNJ1Y?M2psT;2(s5=YwRlen$Q0pG
zY<C>Go+}I{15g%#x7n2PXZWFS!ki1FUEo12sIr`fC~4!aqlqs7d=3L<X2aDkr~pXs
zw#Ws*6_ZcQ>ICiOiN9vs>{)9*R6P7Kx1s}3G4s^TU|>*6M|Ez{WMD2ZTeT@4o{j@M
z;NXLDcPTtWXsWP(Zbi;(4_GK{yL<^ZpIqI#+MYF3&47=ct4l3q@!IcaP!QqcbaIkF
zi6{I){M)6nQD3o5nA2{KZrly}ywNVo5FxV925L<xh(g#1YG8RCZzS(FG8~h>RXvBm
zp!TUWHf*J`?X%X7D&WrC&Bq+nSPVgbgz<1vTpx#rux@YLPcv19L_{>fgNcG*R7qKY
z5`<k~0)Aa1IQNG4v`KM$p5K7`G*Nkkhh|7BIeShsJzTXf=JW5W^k_owp7ZQ#emQ_X
z%Y{xQJ-~?&-oi%E?0HRDR#q_ltx=7WMzKgZn2*jQ&_|vw4_2VFPmq%X?2kqS;rKsz
z5+8sqLBhvN9X8)jf$3!U=+J*T|MmM$69}>T4$*=L$C!-4%FfKJhmL6jQVitZ&I1*}
zMGki-BGikFi1{q~U%*oca)#r4`ey{W$;ipm_m5ziQ8eig1((jBjFS?`;CTVx4+|ZN
z1L&QDK_6Ts1jlu0nNo2c1T%mb$h@%^$oa+L5f|9N-Z-1Q!GyY}NnoF<Hk?IZ3<RBE
z+AJ3#O}qmUjIKF|aXqe4Bk=^BH@_1=4q0^+W8d(;%uGZ8AQ?#h1s)Tn`24f*ObvJ(
z(e{J%*&9G`Zs=t?P8oZrQ`e$|gH;yx;u(tIpfBF-Snvp;bI?)#OfR4huYfGAXul)}
zn(J>e?b3w_z5_4t1%B}=Jv#znYiGs|;jtN)6xtp2116oT140oD`DQf<f0-SGk$uEO
z;pv?H{B|DbV+8|CaO<BZI$EQ_p4GH$!u|1=oYG(`-h{F9GZ$_mkR%0__zPsB33GZv
zL{IkGeay{z0a`)=SZw3|fa#BP>VJ6QvAIUsc%0EQH0DGPUKjcdDuX7HL6@1t@{{9(
zm?yG;SVFGn)x&0u0E^z6mxs23gXdjz^!vZ}<>SAtL%o~0e@V_Ml_?d}9Y);<z;`Gx
zMN+IrYCj#FB6YEWiTg}fED2b-_YUPJu}*(I*~851*Y?o4A}!k=myRt@SHLHPFGP@U
zzw591A;{w(GKeM#*$%CBUyxpc43oY2ewEq&%XDfB7|YH&d7Awyh|T>bLZl1|6cTs(
z?VZnFv06ymW~@`*X{q_G{l8Cg5<HEQLi(&k10GT49sZ#Xgja62(C2h3<?@7Z1oROK
z-@oz6nc}@HkRfXvmC7RzLVTFv&!9s3PVOg$4@bW{UWdT^=)H?%%5UK}^g*zI)FT#x
zPWy~-{teVc{_O{}S6P^eZk_SIEBE~QRYVLPHNeb#ck2LRv7`2akobWJ{LxUgr9WCg
zR?h>^?fYy9Uc-`Ey*HLclBnn5uIdbof`S7jEsz2I47wo|+#WPJ4+9Mo;9o6=M%bbG
z5$Q{U4-asxA1U(wRdsfW_RCLz_^d)PWoxhbzzkCLOzA~4h@S_L(1k!YTv?#hdh9Oh
z?>Pe%iHwQyN2e{FhFz|p9Ad};gEuX)D{Enq`}tc?f8vNCdH`W^T=W4d34T%Rz+r^A
z1k9)=|FWo<k_Hk26?YIj1$}(T_t1-IstD0TQ!yZVK+tyi)miV!O*I)cE09{Wy4z*e
zXCwN|r==l2_mpiGtE0h>0Mu}Npn6aR(GYKq>(=^QO@7_6pk?izQQ63-3<SZTQld8W
zb-2O;z#eFj7|5=9Jf;wWRpyMNi_9<b29$SSy4SqHI1EJ!2?|z9jHp?b(F*NVEhXmW
z)~*w{d`#>!UtT}L#VyURr1{T>n?1A>7LT&y5MPC&fMSRL<}hfL0uGZubafDwT7t+}
z3LxNL=J5k^!f3)8F6lI&p#Q6}>yF2A|NED%w8)|C(a<SrP+1vi9VgL1Rw}1bk*tu+
zLJO^vA|$1bjMAORPSHY9vZ9DGGqU4(e{QEUp5OUB=Xt%(A4kT0-`DlMKHtyhy}l4x
zCuR1EAz|QMBZ~khsIgMjvM>uw`a$lX9-Q(hrl4_A5UxMx-blO|FmE{5VB%WIm{lCc
z<e?i^`W{>QPjzbnjhVwX0;b9j6Q=84TYoWz1q16*B7B8~t-(xM6=&85t0&`Gr9Q>J
zAj)gdmIQ5XgP-G0L#u=F_XDO_5*^d95K`Wy%z5tgX<s<}CyC0ZKC(~U0oo5T^|{se
ztcctO$b{rIH1ry;%g@gkhvFKba2%xHr@J|dp_R??PQRp7IP`onf~gcaCa$~VPa96X
zk<}c`4v0fq+%<#fLE^ID&Vv|1XT5LQaquw^eINK#BAe9o8kQ485n_8xuIdCtKtvv>
zip)ie_Z5c9QpOh5<|SM*fIV+F!qUsv%2)BV5_mRG8uYP}gOS+m0jJ<X<HFT^xIVwT
zuhxI>V7xrb_{zLct(2OHf6ykK2N6tSyryPm3tJhrjdW5i?x5tQ$PLu@pf(LADp#|2
z!z?qqzzsiLzD5e)>eHFoOrMHf`o=F)`6K24Y}JwEF#CUqpAH_XZAr=w#*_uW+sigL
z^egBf11aAGNpj#tXecCv6?e|LvS~v+#G=~W$MYp8S~VC=d{>s~WVsjA05%O1I1~Pf
z$+&sTcjKl_Wk1SLj@3Q8ssKE#)%7X@0s^Eb-+_4_BM#{pNC<`Ta&}!*oV>-ZORR{-
zj=2y)p@#Yld9yIqgVpEv%Q=4sFJ_7t`%YY>y}k{w(=EQrVBNY$$bT$m*<M~{HN>|&
z(YKl3UGJgw0yr4@uWqRk*?1H)>k-q5hRe>Bw;uyDGZ;UWRK<G0xuXGiVeDkote{{T
zQb)U*_GWZ}=?uB?`(f(6f$o%%;nxi;7r*m;54$SXh8F!u>E|P$bDr3YryxUxplJ-x
zX{`+=T`EO0k0QX01kBuND%hZY&e*|wOhb&r*|X^&^RxHO9Afv^JZ2QufP7;Zu~XL{
zRv80qe{;7V)8dc%JPS6j(bL0g=esoZ1^>pDokM_HW3SKWz4!Ze-8xrJ4t0D2_QR)U
zt1y&GW(8woQBi!Cc0K#8iJo3Qqrl(5GucJ0Mpe<G@RCR^HQ{oOi2j>eu`lO@lG^z>
zZ;gy@H#sPZ-!g6)O?=1{iW5R^glehwB(slGP%tOaQU#;^8SV*^dvY`TTw6WHG(XU%
zOPg1IL#OSL8EJkLEU=GE2am}7_DoT?=9`TLOW(cC=pK4<7Dm8N=jzulzuA5Xr8t<N
zJ0pDwj`0h^Cn_lH_S&~d^<`YhMCQxO)w@c!^6<Q98hGk5B*3fPR=<G*gN+bZG;^qP
zrM7Um^!jjP-c#3AeYQMUVx_uTIJ~%fGYSn`Di6VTN|bqZCeW36syPrs$emfpBVrvm
zIqI;4w34nc)Tq4S>q;Bl+uonEuY~{_Eg0Oaq}-1&%oU7gT1uN*>t{!``o6q6M1{<%
zcyEYS?-T(xI(d5b1Ru`UB6W`PwPpr!t17sDzW#biRFePzLx?t*jGIHcQi`M)53)cY
z#{z#2)B7bussf_)GXnwki!O$}vJJ$n_U5PU=vDL*O}Wa(HOy)6+PC1Mah1gI4WxDS
zT<Bn{?)(f2q+R6X)K182Uv79Z+c$t$Mk{;3-OH=nNhLR=rKiuSLQlnly=v{YF=fXl
z1f;N*AAI-uP^JDGwxs^b%iU0r^Hq=H-Bji=Hw2(yhAggRcfU!~sTVu_+q~oT7eNpf
z^Q)U^n{L=h*JV&yOTyDk&{VPT^Cuv%taus0Q_{x%KpA+Em1C@j`lVF=L)VZTdI)KO
zg1DDOY|;u^CVVD#|0L{(?{G-GG+b@qjmIk4G$JTS<3r6A0SHOQ8b1}q<#j|zmPzqy
zTl%z2yeu#FZfvfQ+aua>-4a6oEOd_+^Uy9=K4KK|RpFh`^XD)eYOp>{v`fRpjw!N<
ze>85pm3bei%3_Fygr5ifQPZUnAu?o)vrGJ{C7}q99ik17E^{AMdRJ0a4nZXbc9;^*
zJ`pB+l@UMqv^<NYJvL0)au9i|pTQ>}&Z{l^oE3dR+~ZzI%18Wz3B<tI6?t{0RA=!{
zm{!s_0Lpd0OO^~jB^p#04FQUvzC#wKVqEEI%RQF?ec}9eU^p1VJ$--_Q$pO04mszt
zLEW+5#wGn;_+9%NwV5-y8IVBJ)SMM4=l0{<_YVUXVgiS^O8~SAjgT0tMxE0xO)3A}
z0fGKuY$j|KQZT)}8<skgea6t+!)i-qWpmry|LAGRK}De<&|2S=Xeo^g@fNE(*5GHA
zU|jXlFV)(?QZbyaX<1}6pEloQDLrVS;aveSd<;Q%J<YG5#r0*447S`KXbeApE)dcS
zVwQjuilWfxLl95`4MDZ{=(jKpcSm+FgZuon8&)sIhix6`=nw4H&aygGo{*S`K$X#Y
zhh@W+0f~9#S)4_@+Oy6+>G0lV>3b<_JR(=e@>dCeyVmG|9E3AlvmcC)^6VOiCgLwq
zWDw5gV+*fbH$)yniYh|{qyzLR$P0~Heo9Ky1Dz`8T;p3gzg(~kpxDF78ebR^&z%%s
zT2%kH_QnkBHe!gc%?H7<P%uGcvMMd@?5@9}nNDwcPwMHtPXuTJs6ht`4FqOnM2eR&
zH?I8+a_#bHmpoYQi_qdaOn8RDm(^UxBdAUfIvwZ);w7@%(_5xMM~ptTpq{01iuuLH
z22A*^nn{}wcJ;lTA!TGFt`a2C+n5)h)%Uv?)m&6M%%i;CTkB8IGWloUfl8D7tPTEb
zox|Vkbw|rCtNiJ%%ZM~V#4~nEnlSAP&YmHcj{`dJ2a?ju9AvN^L(6k=)zyN$Etyu*
z$<j9a%U#zsIjkt|9hD;EjB@d>a2#EJeJfPBFsh<G;P1MMxv_6JfVMuwf~6G6q^3+@
z=~x2&H630}uGQ8HD5ekFes)zS=46@0i%UD&CJL)EA6k`a9fkzt<TlK`A+LQxL{S$y
zXryQoDh&~{4$x-kA(#b+2b~F|hRV>s<IuOS<;3G7N#kC6qh?>Vf4F`6xa{GNO6SF*
zvjM)p&2V?x<r(WVYpsxI&qg5gpdUEdwWi?#GN5J~L}=q)0M6QW+jIdQuh#0csfa6O
zkd(rG>ha;wJ?Qq{-m?>5K053aQl9ZXK>Q1&fb!_*yBlAuaCKcW(wmyS4KNbNsK!VM
zDv6OWO0A!<PtEzU^7ya_)hXqB+*F_Pp0fzh>utWbAMwl89xVw?ukJ>_Z|`V!xO);J
zS-IFfK0!;Jp_SK0UUV1IOQy&jkGT_t|LG;Q=>R8D?y<b|@1(DLoE%luCQ$y7GtY(m
zO3l+yrH*`7av{ZXOfY%?IT!`Vf5)qx#g=@O8DV-m@}2vZc=^Q_#s9@lE@r+c{_t<u
zr$8RgMS$At%GGRb-I8$3b^g_2L?pY#O+<meN!Xa+W$eYWP;>kU-`S|ikVUG%w)9YZ
z0zVEz{@;BuEng!>+97AVUZ#H=gYMY(K$0F9I??;&a}sc*H~QE&0>88iayB?mLX9U|
zUQiKbwm4lbdLixsIPC*xke;41Jo-Er*=n9TXM5=}s}Nj1$Q)x+Na+g5@qOH;RJIMk
zgWv#Hhm1}G<SF86;MX5gM^z||KVbAnTk!L&jmhCtyNCzU8_8o7f-H7<9~e9|1YPR%
z1ww+Sw_@s+17=pQHu%s7g0&)SA~FY-NdVmD%wY;mXv7a1KFVPjdcS>VV(DkU>Psa}
z>08Ap5n9az-Pw_pi)FTB?bw(*$bJ&o%meftj!?D4&q~xyy-dRm;zq_2=we9RA6y&?
zqMo@h3h&idqQ{}{U@dXH`B)gkz8r>A?!%0hMO35@0yV%BIPOKASGUG?uO|p?!pdtw
zOXd7HLX~J@790@giZ-}oFBy8CM_9NFs%;6??b_L1ytm9nTYo*eoD?+VeRJ`1Y4NEY
z5rGR7`G1Y!1HqD~m$}~=Smqyn&sJHCbjk!6$&CUnu#Vw>9yNK55VMAU)VT;hI;ze)
z&$Pr-iZ!ca;1^}FEp$P>9x@6!StIH04SdYt*AzL`3JyR|nTKA$({i=GAiVhMo9B&<
zULQWuyPS$XZtnc$LvB5v%$OG`m-a1L7vA)8OV>$NTIdby(P7<M9g-4K>poksyYU)A
zHJ`S)mpy0uj~Rk~$<U~f^EjC2RcW}id4gDL_4J#qoJ!9McP|gAhVk;`D*2@+@hoNI
zT3eebhK9F%iwNIuPv7L2k}7~P-&<f0b9Z0GB7VQRUKQ&cpC!f8T3(*<-8?!uNK>!x
z9EJcN-3(--i?pMn56AE$q^^5MO2x6VP3r6&whgmbfRyIG{w{s-OPBT~SM+}zgv%1f
zwwa&YkN#l=JEZS&%RF@wJjw1>R#w53u>V+m|2~&?%(J&)x<&HJKx*!fX+@mkOA~q5
zYr1f1&sskCDX7XlaFUBxRXQiq<t|#&Cl=~qZn!JYcpc|7RY<5hQdC3)U`5Pk#u<bC
zaQ0~5=og^FELF9#Ef%{Ds$S;2bO|XKkX-adT*%E)4x0@ywB*hXEP&$wW&?|QHw3#3
z2^w9)W$`F2g!`)+RssSHqc62BF0ZgejQk1Ah&k#V`?T%b5w#a-`L-iI$)~ekJ^S#L
z=h(f#&gR<lV%@JmtMp%mow90bl`V%r6rO_0^F5Rz2h~RqHLD$0x((p=^3;cWSU*-N
zGTN{;`80|r1O4wjX7-?GL-hWw2!n52Ir&9nW6Klo@th?oySm+*`V-P6(>jX3cF0J4
zcSVgww~tY#XEJ10d;!=i3*r*)yD*i#zm_|7+^?U608B0%D&X(f3VQh=ZoEGTJ*%7F
zo<M8>X=$=`uHTX*7M2N;PcvS3vi6qWVJ_hLJAq`T-z{RN5CxLd6tIcmX2=^2JymE_
zRBfXwxWzU4`VXP7B*I{Bfe8WzL51mFRaH-ervY`$#>S=&sSr|0P0)VG%X0y>ZgY)J
zLil%G){xKf@#^o~cE}^Nar}%~&7J-A+6KW}vsO|H%6IcvHQ%kjhSgJ!!Jj@bKP#?=
z-+%xC|9A|iS4JfE<Br@tEDEl;T-Aw;*=>18#@QE8$^yQ44;tUL+XHoJ)z#at4`f<(
zq-KXfzI1=Y!@9*d`Z}-M=wVH-0eww@sKa%|*@5kUi`B317}?;Ifc@?tH}F31xqKu%
zLJzc0MXU#FY)4na6NG&^t4D@~y=@M&N?N^V&yTSGaSd(rjDF3z<1r(?M0xZ{9SW|(
zvVZfdo2v;hltc|_#CxE-lUJR^Jby#{uRilswO<k9q4JBq-Ro}{PL29MSkW`}=Sc)q
zQ}nj|pXYAOj=h)1|3jDBimt>jBQ~j3KqGw6-p;@9Zqj!I?)S3>(1a-sWVJo>@P*q0
zmSG+Sx0*X`CSD@e82d8x>6wvJ9UtTda-v3(8BI-1%ufaf7<3tQ!#dbkWzb#o!*>*D
zETDiLQZbgYYG!5@pK#ag1AizVKqRP&Ilf83B|E(OgZzKIkxxmztGsOH`JtHO_ysCY
zbc8{)!A@nd(-$uAU41#N_4*Nw|NU!MO16Ig6+vune;#+R0K+2t58arW3E~x+9KR<v
zd4web9kpIMXNDaDUlCM*mG3XZ4+>ziUrlW2`KYK6^o8>HlmM48AS}Y|q71s&3sxR<
zfQ8W;$?0&TLMVOKdTG4A+i+(AOgkd;OsC-8Mf@d@h5Nx4*%qicsjCdk&({lkvD3mK
zm!}_62LD$g2;gg|IavD$h9i8qK;q_C1WtOCe{3pJYJ^&^AB{jT{siQ%L(8U{94^#F
z&aO14rtNU%QP>3}&&0sM3d#4tR(3XmE<i*r%NlA|CtV;(MUDa>lL8Cj?N@U*v==!W
zb>~g2a-qKPt2q~{vb#hEPK3Ez;bRbRJ*&F`(QQ!9Ow6<jAr67U@FU$Drz1~_FHT3u
z<v4hBy-Vr`6T2*gS0Vy%-P7XY$=l;~r5Rh8t0)g1?^=!{6mJsm-FY0q!&gxwJ#p4c
z<!#^y`w2gE77A?zcuWo8^6*Ly7j}edITl+C?}O=<c`!-NJ~e&uthX-=9k_2yh3&!<
zyfbt%evUt1eQAw{AH`?&6!TRz>oCfYE>E^lahx60o`5$|z2FbFLBDk8clYn(w$b@}
z+8}bIss>gi5Rr;8h~9m>Zv0wGYnh+bzr7mbAF>`Gj`j;u@Oct6fgI_;63-5zI9}C>
zh$m3*YHJc=+8;v(fv9BSF>yqIL~G-bSV#?PVK_llQ$FUeWUp@?5#A#Mx%S3uew;Ti
zAIgi6;o)KHr88qsO<Tx`d}g+TfR+$=sYm!Qh&&djy9|*KC9~*)NTNOQJ&Ewi5JUn$
zg|_!QZ|K$J!-+wmE^nmW5btven%)>>!(hdL?+)`-G{3iif6se}vdK1ti_Fgk369)F
z_NJM;22LM1iFW`*lzof}B(prXf4Nfd+4%$LE3!ZFGSimqo7US_6-c5e=q5h(^wK>*
z>Inv#4?s5U3yNXVg(^^nbv*qnC`W<O{sOHp(0j>hYHGfHF>VV$DQu08R*G64!2nLH
z7Wz$#<nSLHX+c8yUMHH}&x2M3|Is?$9B&LFUq|?n_0oklVEL|ikB-1IY>0L4=mFrk
z`NAoPGI<q$DFog}DKH3PhVJRC<MS~+$}O#EC%Lsk7)|Hj+L|pz>GNQ}BwJ^>%t5DW
z9FGG^_*L<7R7a4AzXKwgr{yFDp<qpX0lF~PetY4c6JQALQv>XX>8}?_lBjX#&Ygyp
z4~0!<Z@KRvOV=2j9woAkqu^aUmer2W6m#v(3U9{8I}NpcM)C?l=?I%Bftp?B-n<@C
zXzndfe1wTQ2&DS8>+=Ay>`YNDOb}4S($GrG8r%bzLV(3$nIdY3xM<Q4B3x1xID0~K
zAyRoyhlLdm-VvdbfDmXxCoj;!GS8m*Be&Py-aa{8#F4!J6t@(j**gvKDkGDLEWvF*
z4r7wavWeq+mG3%qk<=aN@&%g((_-l<u1s^<g~#s<K?~!w<CAd9xlut1HfnK%8Yfvv
z(xNoqpSk(z^XKQl%i7#FjfIraVsN;-*uUo1eE-rq%?EJd#saZe!|SipT#*vzT)J-Q
zTI80EcTLfKgV5Q7wqNRU&%E4y4ycn%CIVk{_6i*IpUtkuV*gyDe=qj`^3CRC)YtcU
z0!kWjdnMFeC-})&<9>SCZZv-!A|1jbAi~{q=*Su9^!fc5ohgPmy`|9|&z@0{K-`Ed
zAk4B;l3HF8zY|)>lq7#O8lJ15BEGU9&j;>Q=eiG(H}>Jfu6pp7fKB;!ub>PMq~^Px
z@&xn1)l%;HO0`$z)#jEseFX<Zxl53=+eJFz8eF-5KTLe_Mmia*Y@MX4Be&>Q&xLTJ
z1OYtZ!}TFe=*e~AOSUx>o(6fatf@l~I(=AIozmeTUx~KDIX$QSMFg~3F#h{^g&0mn
z+%70Te!r4NRqz^gbPQmPw~J!xklk0d?giEvo;}j06Z>J6>G2*({EzXnz7+eF%O|~w
zov=$DL8M*d6UD$g4)cv@wH2QaxzPM%6pGES=j<$sI0i1I{&s=X3aATUzo#QE5TaCv
zLvD0*bvcQm_V~Kzqo(5ORrukXu{IXjShf?Gen5OD@qC!3rLBkiiNa7>6!b+Y8ydKz
zs2?164SY8n8*d-%`Am6Yz+7qlOK7+mx*vxB3l5@(yP^&U;E6|C=6DlJmmhH1t6IB}
z@<&nyfF1bg*g-Zf-;2A=L4J2^*dRPJy0S>CI}L~s;6E%jAAIuLn@5F3M7EdRFrusl
z4Yvg-IIni9<CGrosOeYW5%lb>*mWN%3m|oCtn@*?;K3p(cb<z<1KBlb9|lO6?AE!R
z<S+=3;$|qjf$@1AZ-N_c>fZhY#f6%oZBPg!(_GuiN-7a2>riMk<gQ^jT%a8tJC3%<
zs~?KOF+uFDmUK19t;73d7@*2-4X0OsN%H<CKpF|6D7jS;X+<7cUWPa)T!c<cH15O8
z>F^?$x=s)qtM1zBGh;0o%UfL^I2r&j0EK5ejBWlg7-u8I=fWGr8mPE1-|{$QDT0JV
zl6{>LkD(pmWC(s_2+57c(#6~7Vt_??=dPHnd1STpVPTT!l2(U~48UPN*Q;0^X-!hY
z@LA;Gny^FB8XBAx&ac%QoqG51r(+7%5YWuw2t`tFN9R|BK#lWpMl$PKXe|~m-Uty-
ze05P8)eH7^)c)B6(zREx#-DG(Ruc;FY$jp=cYykRg-!8%6GS`5Po6wS0$2PADy>3{
zEdtdNDhE=tzpaDf>lMJi%HdnJp53RowSP-UI1k8`UCVqnA^zF*-Tedgv3RES&&*hh
zS{}-*869rYI$!?m>C+i074yE~bPD<nR60eDP^e2|Bf3#f)_{VtyEk+8?A7TXe>K<0
zdh@2K6|nPN<f5eR2+`;YQig3kwNG=Tzy4_p<V!!TUw<Le?ZdGpRc9_<oTE9^nqrsr
z?#$lNDMz`289|pFXP)t|KV&A7i<~$iT+y@59ja)!b}R21-3zJ~8GIJe8W4|BhVUz6
zI|wo-Lv9&B2cIE+&p6l{%@3t+!A*y=D^5Ww%fSGe_q4AEFw6}Z0JLff1xWNmKhV~D
z5o|#T#9trXL!>k_?hR230l6SWNqoQ@^$2@==Dn++9%#IRSQxIjYn}<Fw>j~(t9tp@
zj@976(G3_QCTma=^2e*qnR+$rtm7vgQ&1S}Z4*GIe(8EGAdB|9zYgLZ(7__mL1ugJ
z$LQ5-F@-y%Ai`i*csaSr5+AgyRl8Q%(cJ2offpsn9bIkbh3sJ-Jj!6+DcBk+5N|Dh
z4R4YCIv+_mjuJLqe968Xl(7R)NbG>piAZ(L$gPm}Gj46H@@l_@(W-_$OUtM4#sJ}!
zz1+woPf#YtUSZ)vK{~d<%CnQ8)AUSNIOW(&8ZMuPCF;A;Fxxk^0W}4dyD75et4C1G
zw6_6VK+5tk%ZDI35g{5mZ7e!Q4<Ta(6q*1z&UPq55?0wXRQ&v|Qq7@G8~W+iN|wH=
zF_00cbnCGnYQ^=M&l3T(%0+QB)Er>rWxa5{78^?k1VDPL1J`j)Rzr;K#g^I-_(7o*
zZ0hZ+7btH*Lc+lwc_9}8IAEHuM|zLA(@sto3;s;vC$MTqa|tiTWA_2JIT!U&xO`?u
zdUmbF35nAw)((tDAi922cTI@h;j+%d<FZXzOi)@{I@GoHK!GHV3R_0vE|Si<p^C#x
z&*Pu#Lx&kqjl#kx-(wdAeFO9b-oy3MR90XENB(|w(Pwy^60=7<s=bEVNK--!k<LoN
z267+Vih6Z#pp*x{sHL+Y#FGdwI8J}yr_g^ox9Jhd(s48rPQLi?TYRD)PMe@|hWZZa
zzhPRhfKrB!*SEoKbveFnsLd3$j1GkL&~E1VgY3%#{3#HZSOlqxQtU>D!ZF|uCC?Nc
zGls}a2lY`{!ML)%^_nAwZUTrDZ8%>67~IGhfi~3|x(hN>qub|v(~h2*svpI@q20XV
zX;+&iiM2^>I$cw?Mo??SExu<1O3!W20Y?f)LWv+9w1!s{wt;$*NVCeVPCz{aqZ=J~
zw7F7$A}%h(-_jTpb7Az+#~B#di#T^DR&9Z|#LE5S4}j3-_`adzC~4<HQl$!c?m_WP
z!i(FgaP~lwSC5F00+dM7!+PRqjHeS8%WYU6TDEDekP)Kr&mTpj<1qKg6zA5r3lT{m
zP8k%ewxG)FQsjlyqnhO-2vohyASN+DUK>)yGE7&2n0_FnOm#1U%~}-tm-m<s+w*@F
z<dNPBc~SZmToQ#7Y93Xb4M_6XxHB4Exy!23AYIOlW8gy=C#uX}#`1sZ)c$i0?;hm{
YFRe95;#+2kQ%;$+D-HA#b*=sW2lJ-^&j0`b

literal 0
HcmV?d00001

diff --git a/_images/2d06414437fb08531e5bf2c5f4c11e57e40bb4831c16bf2cc1da545ef6fad387.png b/_images/2d06414437fb08531e5bf2c5f4c11e57e40bb4831c16bf2cc1da545ef6fad387.png
deleted file mode 100644
index e4ca1f367155c614592328bd6285603ecf7595c5..0000000000000000000000000000000000000000
GIT binary patch
literal 0
HcmV?d00001

literal 108353
zcmc$Ghd<VB__mOc?3L`jviHi~I|(71kiBPv?7c%)R+7C}HX$S{WUp+pN5Auae(&e~
z58luFeA1)hzQ5OXo!5CD=W!gTFimxZdzfUHNJvQcloVyPk&tfH!AB!H8vIQJ20B0d
zPuNXP&+W0Jm7AxjizSkpshg9%qnrH;Ginb@7uOe#4!j(~96apQHg0ZCt|FYAFaPfs
za5%bHbJD1zOv8&{I4SD8A|c_JB0g>vJt};GbPEYdNmfe7D`Pv;Gec+fysnJ5W!HW$
z>2~sOIUj;<J*|q<RGY|$ZC%7sTIRo}a^)*}x{S?b2rJ&wQnyq!CGNBgZU6Q7?)^{C
z!(<A%$sT2WiI>Vs!@nSNuVHVU;|==&4<4;-C@xJ0Mo@0s9b6jeAap$1zkGPk5&wP8
zME?Kcvz(NMwfA<osIL_$z3J`G;~7+NQFF57iD){))MRIAWj9dVL?~h;E|_&oYT82Z
zX*xLHgx1T2j@%i{dX%-YVnG>jws=FS9E9G6PP;@*BTbd9!+PHP=%#(CJEFL#Xk%|t
zHq@zu0Iv=m?;`Z*yJ(E_a*y-B>(kRyO<Gx@#jwz4LFoQ{c`*{-w#wSn0|Ej9aTuh7
z2;TqqCLx3G`6F)MCEj0u^snK+cgKkOgxH!6&M0`^Ab72~l$6PNnK0bNAO^Drc&^?^
zO7ZstoNXD_AG{0x_ghr{TgRQ7le#t<CG9{QI(U6zsbtHBwmW$LXOrpi1|I&m-5E}@
zUH_jxd!Hm9I&#lXg38_9eQL*p9Q%%XAwftd-pTBy+mf3I2HIQ2_#k>Ezw6^kLLwsP
z&U=Ee)mqGi%!HVc@^p*|7**5c7ytIxF)%PvRSRwcHt}f5N&Z`nOsr*EW24B)&Wys7
zCqz%4JkfdjG(`N<r%yJvw$ivkbeQp@HnL@tA+qeeyaaVKYHn_PZ>Xu2@Y_vr(}(1}
zy}d)EH=TrV<?yPeRh5;M(-mxOSy@<Eu*mpABO|dAl`R9?k|0vq;sPA-0^;D=Pj=@9
zK8XAN65I9=eevSO$Nc<YjNV1*_}JJHOFRrzWWR%Mk__jb`$gk_@_uV1TYlEHQ#8aO
znVI-E@a>x>YZ4ZvSZa<;NUb+LJv}wL^waq-=y=hh5MPTy^2wI0tgKVb-n{7oFU`gZ
z)a<7#ga7=oH8VHw9~iKsLwb7$r^kfr?>DbTHU}f&03{`*R6P=6;!5jbN>(<uu;^&3
z!BlS5452s-0!A+9CE0h_6l4{DY5zO;4h%Utx!Vr}?9nl%3)IqW?CmYOLh%q^97e#z
z6L97A4u?wJ(9kd|rmU{Jls7}2$@g^Ea%-YA=hO;*XHHV?iJ_wM31n2y=qoqv)MTbT
zu)>Rej(G6;g3q5Llh~fVqqMZNG?f;BckYR%n6XRNd%CINY!_p~r3k@4HS~3&^cgoP
z*5C*6bYa&uF6-~)^3mk?@tV+kiQxJ>8EP3DQ!-lR=jW@w=VNih`yk;jVpRoqW10p<
zZT1%(E_yj!iV@$dF^xwxcujb8^0HkV9j_Q^9q`cj+D&4|OP*G_ZE8zgZu5qRho=fT
z)4Hw=n(odvpcoHguY2Lvbsk(^+yAN#BVyAnw;CdYlZ+U(u{hbD9!wXEc`;UC%13tT
zn~HaVUSr^II5;Zb^|0erUPD7#S?fi3zDmkrH_7vC-4fxg&s9Q~+f`|Tj+9zjTG!%T
z4z6P152{hue*XMvQZ*fGc|U77q<6V}$Ad1MRwNU<#W=>eOd&tqf;4kORzV>lBSS2k
z&XI1u10Chfw{OZ4H)rO_97f-89$iVo23TkL3q1EbxShbH5nccFB2Cv+MOC%Sge%DC
zr=P@g=CnC@S#)H0<J2LmzdrttqD7=N=mvNk>eAsFAZcrBUwF$>Aac^RysIlOmH%Hn
z$F^&MM>l75yw=}WW?hF@^HYq?MzW=@#hcOZ;L35++waJw{&5pwC%!wfB=6wh&|_7l
zWoQ_wTf!h9kX&Cc#7Cy~97kN5bHt}p`{`2!Gqa^v?pm-p(pgKVm-?-K!j3J+#94ti
z!gTVH3*l^E7E0@WlZ|-3ZnHpsjr3JZF5{C9>(bIvXhg)_FbHKjxTLA7jPO|){8!Hr
z<7&`$_q8N79AiL3UnQhPJFlZ5!SjW;IHBR;ONRrT>yCk!4?06|_VyO#gp?aa+H!SR
zWu!^aQQ?l~=H$GttmJ`*cXoExV^0npI2W>@9<Hguhb?G%H*UK+BsjkUC-<?S;9Ue~
zYbqQh&&yxc%S*k^^z=#{d#40gXfytyxumS`p-NS<kBy8VNlHoGQqISh!o@|sm82Z3
zT`ZfgU2{2N!-sN$eQu*!GEUFH5SN%3G`W>uQ4tp&j;XAo5*8D~L_>3{RCi{+Gtvne
z58ht<dr#B@@7;!VFDMH49|eec&if0J7<(-`6B*)Sp*c4g*3UUK8#`_+9-Vi5Kw%~f
z=b{lY{78r?r#Sew-DKmRj9i(xme^lM8$9$(^$_(!nUe8$AL`^;->ViZn;EMVj#YT>
z8LxfMRC)1&#kedbQ`FN;AYBQ<#jJw-cxae^((vt&m3e<WLyPDJ<yy_8@iI=}8Hzx9
z>D(~`1H;P73KEycwqC8n+%IeMXALe4uIt}#FF=Th@BW_Ag`1tDuz&97ceWV9Zrq#-
zukJGb<Y|S&oQQl3<=ni?7OqmfQ`20|1RqBV+uzx(<6P}xF0v?7X?zL_ijz9slAU<D
z@%NZqwm*yV)Nk9=;LZ?Cy?ck&Y|Kd+a|f=7L1~W#k10=@^h-B`tkWK`NjRQ93eVZs
z<F@xG<~QB&2?#p>ZjR|UxLDfEOhl};`d_9Byd)bRM{GY0Ix>6$H?G`qUIJB$nug{z
z{K2Dl`@pN{^XIM|4>(6${C}OrB_(-q@{-iA+D)i=d5`J`dM{6A9PbM{7{-tfEFa)f
zQ4QC=oFNtSatfKL2@t58^LVy_w(CU?;TVlkGX4#AqZjIZg&zB?-_ekv|M7UvM#Jkj
z%;7@h*!BVs1k$6{)~uiwNGhU2soLD!q>(}dN{9a^O=fAcU-u!hRkJhInfUqnb3V8*
zCWLKl*sv3;Z2U7Hs!131<WMh6h<YH%WBH8`Nw?HM&c%fXvTf(q@w=WDvu;ctUf%wp
zq1)8L!uMYl6fi<v>-+Yt!-PxI*jU}jh~nP8dtKe#5Q>B+zZjG-<xE)#!#%o7i;Ke!
z4_zuNE8#ePPE0_3_`orzgN16a&hGohvGx4j=g*(jgYQY^jmBnVL>iYp`qKT7C*eWP
zGbo;}>zSVMNlD!htGx)=0#~8#w~t-h-E{T=STfYesYZ7;wx?e#rYkK!>sP&l6!z1W
zA4-!Iq}mMk34KI1?N4Chby-n_M}TV&VT+A!x`k<5^BxxeV{GicfITSzlR6^xB1&b3
z$FCQW<ihv~{j!iAp!O|6BrME0wplLsL~YO1#lXtxmHzw?J~}*9R8o3jo|Eaj+W_Ia
ze>D6k<e{UxXQ^QW+}84Gd&Fv8R+Z6kC<i}1DbcHUqN%bPT8at0qJwDJ{#6r^n@bDm
zBk*dON=Ze<e74?M?68lHBD$ouHaRE=)sTaP#K;YAxi`l8SM`fXGX8MR)-zgrtbyc*
z=1^KU+(Zgg(>lIqigrdHLlxq7T~qz*BYyw>{aK%_(t5)$BR*Nfy*qXD>IMd6@_BIy
z8WO_W*RO~LEv&2<(cZpBV8ouD9*&mbQbX4ves;t9Sj3Y+IO9=J49(x12)=2j_MCOT
zQ&Cazv9R#yPf1zr^eMd2YKH6gTP8ELF9$P4NdT$n=nx|I54LBHY)le?4ma?jyo;So
znK$2DY#}xjfu(XpPi~}>Euoe}pzsL@{1_RLq{gL&v<~O+4(q<Oo10tu%JOr}H`GC&
zLaGf^kc`U&6B8z;ruqQl#L|aB_Fr0F4vUDO6A`%x?ahLCWz+q<u-mkUX24!8y4Osg
zMW|n4b{h(9`|?3Kq=ta&t>+;-Y)beXDR&`f&FrjY{kvj<m}7(kxSIcWO%*}Hxt8?Q
zI0tTJ+tn&3;(5hRXI)iOxn47U@Orb?_U}U)uXU~OARzEB&4<cY0gn*XOHECUkeIl3
z(<-2s!gK%cm<H6*LGjbs&S~qcA$VHI%G>j8S+H4|ZU3(Knh(FR{hXY1g-U|>2ti$0
zOLw$7-JNSb{p}02;IN-5%jsgXu*$p_8+M|j(S56aw{go0lAS(8&GUeBhST}LKu-x}
zq}G2oz7VwM2fbAKEk68{MxGRQ6Q4~dKI?yeRu>IlmG!`({`F%G@ua_h|Bm<`p08(x
ztPOLtUAX{a8otZf{7Spn0xorLlANzjA0XG;aF7X{Eq}H3^G5qpo(D8EoA*WsP{a(Z
z#z#a%tloPd&^M66nUca`#QF~w>LMledUj-l`p(<-0E*`dXV(GVkkTvX_xAR3s-@!T
zr>&~`FHd$7CQF|&aXzb6z1glBUg5W!=tH~>1$GF#l6LyFalpCdv<=_4*OHR8Gdq>a
z`SDwS{;YWZ_Ez}7Z<owIP<b`yIp6=v(7=Foppv~zuR<Da<<~C*@6LDk4q*w@D2I@K
zE%cLDA+emdUhXC&#K%jo0|JfPYdJOcK3W@c2?%IKJSGzZLw{jbfX|edpF~!(X(!tB
zqEla<LQFE1*TU-&ZqL2n6u-W>V<EoHM&H~#@AKr=Ds1BOWJ~>4IDr*NIuhGwCAy{Y
zM3}*l&R2f?(AF>3`IeNFWIB`K@{Q#XBFb7n+4B5{3TM)=&~jw?G0Ahk3i}E@kt_D_
zhzLu`-<6gsQ->vGtp?w}eT$dV!g@F`FpyyVJ>&j`C@I!A`8=(F(>YI>0o^j=hfIu&
z?@oBrhYsz^S|%3HpAEZ1!LDukzI@Qv<hhqDPN`AYyP-jw{47Yle|UKPx9^_i`QfUe
z?@kRNAz@H%{RO^$as?!wpFcGpKYrV}h`3#lNnBi9LZhQ4zR0ZJL4HGRQlVF_$G)<*
zMmxac(Ub`rJL}+C6#dblRK8R<PrDd;R6xWFE)7%VrYO24{67zTAvYr4#H+<v_lseF
zw$$6c!NKkQE3~&Xd{lR0V`FhykABY1s=B-L7iM~p!TuJswtj%a0T>_69Nt$s`{hZ%
zR%xBfa+KiV@#J$}??Vf#;SY0+buNE?7U!&&-m^bCI(kifItQ(j_vKEV%uHWpB)t+L
z3CUv}ogn6LED906?No^@PQItfSy{v0>zR{l8E`Eu3$qjy$bSbgv#^9|<;e%%I1F*x
z`|o9UGk8zvTL+(9E>r#Ma|}3o@Z0Z5ZEZMfIGDtk^yGIII-*@`N=!*{1u%338N_AI
zeNszD=jS?+EMz@MP&85ma&aF&(jyWRfJ|q+lK`<XRu6;H<fSFEK`UO?q;M$XGds{G
zLBWBf3n{V+YUF2KwkqpkG-`hSBxu>-T6TsLv84(+8mGHf%gfY;Td}>CL;@H$t8V0(
zq%5bbj0w0C{mrZSJ*bP~@FF2{!Dz_00*=z>%T3ymlOI0oVaoFBKooug4YBrzb+axy
zd#}efSKd8vSeSU`__B(Fmp5T&rY=v1b-Mb+<Mi~B&bch{?!{dhDcoO19vfGiKk`*N
z*O(#TZ*eqj^B`XFaCM;J-_4~rg#EA3{R36#+k-|S&vxQG8iXn~+!1_ty1~^t>-VTq
zyzI-D4~d9~pqAy1+bXH6TP<~kL7A8Pr2m($ltin>Ac}n;$4{(nei-1<Ic%kkgToqt
z8k`+oy9xGW&gb7Rj<*^PdLGP>KhDuK;UhcnY00rHC0@=^nj?+~2DAW;STEFW>6z8_
zbzXpgfLwxug8@EknuI_I!<B%Ybf{lMD^Sn;7I<?+1?gjz%lQ&gn+$ROxUD5@9L<(P
zM-ayL@0O-c^v;9jUTAipyMMWMV{l)>PYCke-De&)*=mkefKdS-3m^Y{+?k9+A(9B)
z?_uD-(?CO?&HUzzKP8CXZ)wq`!3)x{_jW~ZDvu>*$<s2ctFr@t7YF_17l86}a}lkQ
z4l5A=Ea(vKR!v_;U?Jb%sMdX=RjdPbSzY{C$Dv`B7+MYjM%AyYE;+g-Y5aD?aCmnE
z+8z<Icnd+Y0sv#7-?Mz62_yl%QqF{YcXxNuxUECejsT_i3Z9FrYkz;g>A_NW&b7hY
z5V8jkrfcj-0JB|O_}t9@y9~_mUQ6rh>Cx8J?SU<xsb}~H#7nR?_AVqdD3plGf#f;o
zPV%@wbrI^#nqb@cJ-`8TO`cGL=Jz2n^SEtjB1*%T#y_kdyp}MaL}>W?i_iO?QkeHd
zE)MbzuRw@dUi{s>I?DR@U%v)<>`$#qrKlh54=_`YbZ~wwA2>l3EVmh@g*;PKRAd5a
z+R&-}w!c6@D>PDVPV`DkP-7P%QPV-JYDk=a?2ORVSauSEFV2R|l%$pfhyr2G15g7`
zO7y$XYU1O4FEOkK0+F+`vzkB7gD?o3gvb$DfL;4Y6Va_jMad;wdhGp<YBw?Ii=|0S
zPDXy%U3=^1Z{Z^?BcmZ`FCy3nGW<`b2h(`(6pr=p&NXqT53Q`O0zQ?sv}73JdFnZ)
zCa48HB;c2}i}5nAKgER|-~aW|#W>BptV1+2&@lBv2TbhZ9dn=e9aX^DYu~+=6u<+J
zI2#%o41rzAxqj|{{N(25wC$+y(RCPv1?+qp#Ef;OJ24Vs=T}pnuiaekt(OH}vmLDu
zuX6^T-^CICt2rEiPO-mPnB{Uj{xsx9mo*6>5u&BhdiG4k&rfVUD^LPQ;>;u~val?a
zkL~()mGiQ^L*pi+t)1ODuyp;mNeoA}a%sb9p%f)1CXPV*1-K3o2>|Yz)-bx)yh^)l
zQpMSsTUc0FL6!bdqV8n={2mi7IyE{nSrl57{1{VK&A@7Ib2E9?u!6ii8aFq$>HOYA
zvuMe<j}8ltzmnZ~>BDEW<d1{np;Llp9*&Eeg{4^K(nI&x=cf6v)|IZd_p&xJfRo!U
z=k`(|!tWBZn*gq1H>fUp8a%Y=R_VH~-g@ze4MB;)8N)v>d`wWMWnfq(p|Nk{GcZa4
zBwAF&4BRJ>U`=z;1FN*8ShWwhemo|Pl0O89t)h|#gpRoH$-;q`&yHV9d-aPk=)4T-
zP91G+mjF0z$CsBH)L<s`6B5(-h~Yb{+`Iv>_z#X`*8g-)HH{}2vLjUm;cx}@08dR#
z4HT7-U1|-~x;#i+jlre)%_2TPrM;2D)54-flS^bJf)?Yh^#^B0c%ppeVCDQS3!dPP
zeNi7bUB?Q}eV-Oo<XftYk5eAC$&}XW+I?Sjf&R~+w02TC6XT5}oZaZ?sLqoo6~3nq
z@$vC!etTd4{&fR>=dP3L9KOL@`NocqN(s`z?|s>psyIVKXE=iZWH}*%@%i&%xL@A@
zM9$eELka^13jrg6vQk&ahCYC*d^ZBY8zm+sY3b_91LL>h4F}B7&7h;JyM%K#vt5Xr
zXp>~1^M;JbmM|AT_@k`QK8^uvuoK(1k<pvpWhsYiCdJTi)Va9yib!o6Ow6}`Wyln3
z#wRAK>Ut0h3r|~ETE?ZNDM5#zudfe(IR189DW3jhZ$5^7fH~=#=1b*>?jNgH()rq9
zKqD27EuLP=1ZVS;-GlW%{p<x54Zii@-~gVm0*<~X^8Q<TC6q&Xm3-~vKT+1!8^;#`
zqMjPShY*mb40IzPGjPa*&}g><<eRfAwT7GtbO0=ys#N!Z3&uU26gVeXUL|1TTF3eC
z5J}U`FYfxD?qIO>lsvsZnxjDRGq+PxpmWqzG6I{3OotqoSN}CNrALm~wnohe&#-`D
zs;s1tYBP4pKQ<aXdR(8ggQX-fuM#7|r%yHO1E>OmNuG{`u~QAc_%_&QHhWePNg<ld
zZQjFWHAo6cIEJNvZtEDXypO7)8Sb;kyirk6=x-!}y9JU*R!+`+vr6Kp?On9DXMPgf
z9=?hzK6EVeCS0*8DI~0)0fS0<czDoTAEH7N&%^~ta_N^{83W*z(r0xZ)8fw6@NK{l
zN{6*V19i8C=RR{^rK+hZ4Fc6er)NLY81-_d*4&d1C0omu%T$W<{rwJ7tke-x*$B#f
zuLatfUQPuX=8<eUnL7?F#j7;^+7bJUJy8VK-n@3KlSe}&^Gg_ww?=H;BS|GP4hVV>
z6&BGqo*gX5h!l12c$o8%Y7N**M(H}>&A;02b#OJQG0<X7g35vqH)YgD?9cGOk*fyX
zI9DO^oEvxXhc3{dHNJYPqf>4-$pO6xkWEyY^V8_P^0Kq)l7J=q4170oLh5&FXM9#U
zrl1vrT>9<XH)y`i4_EpDJlspY3!qL6itttW;hlhsO(y#x0aVmM+q)O9!n}U;o6<9~
zZ*-x^CEe*6X$q3o%<g=JjWXI*$DVi#@5;;hM`Y)u>d*wE#P4&KG8IQ^WvOZdiUbXj
zu(T>G7l4@_q;5c}Q^tfa`+L>hxs6%9G4f4BRu(xotLL5kpRKJ?+v=|FUc3hnW*9u(
z>~=Gl!%b-m$8CN6zG&rZ$7N=!sj6Z@4C<9mgc5lo$TNb-tbmI!z~sqYU9tj>zg3Nm
zjbpMp*N+fY0zf_j7D1?^a3qo~09#=50wq_GT3(qZL`yGJhDe7hg?561?@hFxTbGMu
zeHXFH@N1&<vbc_MxvOd)ejtk#sQjzv%(rJ72$bSAe^ewD%7)>KSAJHYm;Aa{*!b!F
zr%$W^iU25fb#;-~%xD+um~oMgY`Q_{WT;!0>AL`silbA|Ha7nL#i*&Tua8ty@C9C@
z0-Oi#tb-slnVg7x=sRQpVT#Bo{+B1P`~g5+7cHL8tg9PMdGp1Vf=>uS1H+h6Zxb(-
z<0@!k@1v-Qy6cx2HpEw$_vDI&57OL{c8%rXkwQK*41i^`aB>36_&O*kD6ck}5c9TA
z3uUQp#N<}@qEq&$4LqN?NJ@!zabJIbJFvJ02I1qj3~X#{X5AFMvRyl<CIHI}UHTay
z(oVu_7?tpWY=^EImL_z*k^oV)H|qKqO(q1JfkOcM*<+Lg*{)J?dp>HqkU#vjy`J*{
zy=UCZo1YrksI%qYlBq?^@NDE2H0Gmw!12LeDNsxoYcg|@V$sCem5NV~jV3`}2Eitl
zC?zRL&feZWhT@U*Je=+_seZEeVlaucRxGss8ZicTmF$n7Jdq0ska$Cl;3VS{5@H^B
zMp2^=e&9_{%DVZ9?}wLjPk<~mCSs54Z&PJue1~{2vrz5clZcrguZYEOO@|EqQhofG
z0BYOEk00q8*+Ffwv9UqFo--)dC+ya|G1TzqTwY!VeAjMU1C{j+;9NR7^RM#P@-|ta
z^%M*5?Y=BRqqM#lLWS*4h^AL*fdN#QaZ$%vx?^iULy953K_L8ZACSdkLqk<aF*e>F
z9s*B|y)DbeW2&a@uK@0u?)<7@f8N?WCc3u^_+SuHr*qRBpsMZqYv*B5{4^e&6KWA_
zVa5eGhL}GU;P(8!jU8+XR2nmCH+RG{He_Tnw<1d;6`!{=Brf^|A3s8?H?rod3y5=n
z(Yt=`H+J-|DpD+w!=t<XgM*+8XzJ+5!nOf8%0%l$5Gi6eXUouyB6g9O(|B;DKS6Z%
z<}HrI0)WB1j~|0*WZvy><i)u3+_%<*bpVopqGsB^rdyJ9eR<0J;s-qtWY7)lP<n1p
zRrIR8sQV3hG$ea$)9df3Lc`*_2ccnM7|*PE(o*?e-~$neMNkLgPkdZl`?n-EgyQ-t
znRN{UYv-iw55`2<^I>4$2lp2{r-3&F0Z-gx8_*}vitr@}nXUM7;mI?($PXsaxrJ7S
zW-^*>G@NeAN+!y^UoFu5S95Y^ziBPYVunqhb4re!EwQg5+eP&kE}lBH8xP{_Y;3;n
zoE-L4DPd9lXmT|<_q{fBcYO%`B#>_J4*8#zq(e~+ejiKu?Q*YenCjn|g0bI$oVvuh
z#m#Y9U<Gu1n0N02X>MP24bnsX-ybU8Kms9D9xph51cjI`=!l)K1$&A(i_Ja9pG8_P
zoB4Z>_G*~In(u~i1>X3<Irk!3IrA9t39IYb2G{em<rta3_4W1TW1j{{%N<=WSHC6M
z)ch*PZWDjaK7h!?v%s;6oh`h*I*19}=C)H#w){3QFx}!S2<i@qWDlyQXX$!(H4qiO
z-=<^D7J!TC)C=jvF6_%#Z!yZ&>)mIJOf_w-g*IVTe7SNVWfXCCmS?#42zvhdCp`$3
zmh$ld0WA%>XW*yP($Y+G4_6X24rk_Xk|D7YzXH}I&T=66;2T?6koOw{Z|E<Cum6rU
zEJuqXc|kb=Vjc(?4rsnW20$$T!-wCCQwEQjXscJxj(Cr0fki^_mk4zL>Z!oiI!F;v
zM}g@>`m9&+=02|#m*a0S;4kj~a_9~xQq2^pQ5aCuFV+1nyiWeXd+k1iq^LvN^$8_G
zEwJc_s&sgC1mA}BxKLf3Cg`4l#MmaU)yQX??Y$f<q0f9K0%`ZfecYP1o_;Y5o7`e}
zSDUQhm@P!@!kCNu1{1M+t^T4>Q7Fq*ReJ1^q}<2=vq5?+La%~m9|ToI`&3;jonvxy
zb^h6?sdmo1)Tl|o-uD#<@j<mDsIRN5`2g+9JPf3Di-M%k1GGnPz4LNCwC*#X(?O6V
zi(;g=K(ODy&mhE8fa#EyZ$ZRR`BXC*z)b|<P97Jv)_%Gpk>#<^N_{SKB@}H0w{K`j
zUYOy6SzKJ)tM;{Tl*jjk{e3Vay)gb07iJGRI$o>64KDOeU;}zThD*ofX!N?*_l-|X
zoNS(p$^ccLlA-`<_V(@DQ}zO6WMsH<6>9i?+S>S_EbLGg78I<7&h&OcMj$Qv^y!b2
z*i4<HHPCW7y+BvTERJXDK`y7D^#7}69C+;x+uWJ_01HiBWb<Qe{q=q)4x(vGQtk$*
zuLnvHkja22k5lXYLC%JAOF~Fz3@XXhX?M3dfQtPL6$+MaHT1qa6pv0_@3aRB8+vF!
z1|OIo(6Hj!M^)*n)~g@QGY;@%ahxZnnwYiCZC8h9P@1=8w9y%qe){~G9b(4kiQm}R
z*b5t*jq)eMAS;t{o5^l)TlB>mKNvUwaPuptW_TL-zIA~u(76VH*qMTk9B>9G+(=x$
zC-%CZ_1fWYr5j9o!DWKTeTHtMa?NK;5m(oHfqQs@79};cAohZgk|ylR2sf+OZ}#;d
zv;!kW{CdSep<<DePoXQm#$KQC*qv3fe6sqg4@U=UWI)H>o*mk1yW-!uI`0bD42nxj
zcgiolpy7U?W$)-)H67V)hT%^9C}Se%WTLmCx>tCVG<E*{t*>-3Vja-KPV`tyc<ve^
z`~nD~eC-E<j(BvnkAg^<4V+C-wO2otd|85qbS;D`06pTn7%`XyQfmZY`O7@bZ6!7}
z28cBEKKM1aCogXK=quek%O4+=cD_8XwZCthFM=QBii(AX0=$9gN?)8GWapf7Zl(A$
zV1z`lSkpz^S%FqCnyLi$y<l!<?8grfNI<0c5O|A;i>ZL>(;ZTAA3orpg@?tCRHqI>
z0nZt?)o=FV2K3@+a}JdQ)U#z^)L%|6i5h_RB(&Fjq{&QZKU-hXDcbghI-C}w5t=(*
zAT>a8@skb(4b^_GF-hambz;n;3(_R*ZVkJD4ig(u1wP;J_5xSUc*4wCPOjl|Ir=s$
zkc@Ws8SOU<Rl?%%wXm{hzh1SpQ0a|kx&kM&+j{BnrD2Wi-Mt4rWdX-*2m;%X<0-Sx
zA#57$!-r9@XQZ!Y9Gar0tE`W@2sE75(yR}Go~?kc{RYmyPPi2$KMsyBMyJ-kbAw6B
zs~88D5+G|%U<6*y%p)|}&g9Mi6dnBcj&^b-;|LKBlGXIic`bAbF7SFTKu{cl8g-&r
zoj<mT&|4%U+`XHdsGr^50hN2H#dALIQzK@Sc7$AH-Un7hFs505n6_%uud+HgZTm+d
zh#g5jzt>)Y;C-JExULyb?q0yX0sc+lgIIthVQO?(v|QPk%lME#fu0%HMx&weF3{Tf
zplSm`O$?#*2_4N-I08oF-5YrT^c|=OVX7H~B#=%57eDy!ngSKWu3s61;9`--uo-{_
zEhs1u7?`<B4Kmx5^PE&uA?`}2<s<2~a!|&IISl)ZJm<O*tsmV4TyumNLC3}x0d@-V
zNl(|+)z#+flbPn5Ut5HP#MzHG!*B}X6<J5=sj17=kMBLbTH^r$J6PaSG*dnI;V4#I
zPdo?KpOB{`Zw$)T-g$DY<q!O3T6i(@qKVV#n@7N!UF-Q;y1?QF62c?^Sc!pGn4mP9
ziH0qC>v?^~$1{sW1+C()7#u2N3;IN6=qIQ9{oRlrNr)*bGHd3_#QcfHM&;pQ;Fsf@
z`V$w2^Yio1TnUQ@czA6Ka`6lZZ7L?_(bB0=vL!UJKvw_MRlr4szXoh1wzRb!3RML<
zX$=DdgOHa&(Vn0^1LFtE;a{6?k2UZsX3>y<W1@Nb+@F6~;?lk^%9$PYtrQ{;fSCvs
zwr#vgt3U*fgTv_BDr@=vDN8qpP^W94Khj*JqMe>l`mCFcF}1HyMPe1WQAbx-6P`3u
zQ4jVf&&U)DJ-gL3(QVYo5?OC!<|9k7WNR{OGT&xrd3gSodz1Le;ZY?sO&Cu+J>6{v
z_=8!t=VM~~pFk>$X5d@^RT!$(ok!I4yP_rkdA%sTO@Lp$vl;!Txv#O*QeyQZl(^N@
zHzOyd(to;Tq+P`B_op#y;?ut(5%f_tMP{N~?v23V6v>Rv$RLmGp;Isj&kY?|mBs~)
zdYOA3)qtHCh@Pn?PtMnpud1u7L)n_CLPMWD8Z$UMyFQ&?|6KK5WNmqR$3wtjHq@XL
zq3muP8?{Lu3vNx8ts^p49?mnyjb%b5tQ4kr=E59&k=<@$4a{e@x)uJH9tii3)pbUL
ztJjP50o?81^@Oaq-`P;~kc#){p}d3NN&Pnh&Fu$V-^zt#3kfN5Q`0K(R5IsqR}VU8
zUVd$kUBJM+6@0jGdwgquvC_wh-`nY#c>U))H;yh;eh$aDf5YZ{C<Msv3wjtfk=#g9
ze?8<(PQV@9NLKj~Bly|39vemd3Uxm(e}^IfiHh}Sj=S<-RE(uwl5b@M7`gHUm1}%9
z2g{=6SK0L#=yznb-%f5ZKKjq`r~UY`C=oj_Ez|bE5-&IjK`+y5m_BO5$74Um1tnjG
zi<BPvDOx9gVDK+6po>{}eMb*c=JUX7egGJvYv#$x$q3>E!6gq2h<=%k4QR^(Z%=ID
zhYOMif(~ClhSSmsC0g)|_Fv>Rj`YO7GALezn(z2@7Ew)ss|~wD;*+y1>eC{pVCKM%
z(cnyv72Y0i-$PoWK$S0(Y%x3ZTcG1{TiXFH-r+)pFWy^i6@_gX8+Vn~lXQ)axp-ve
zM9gaWdp%P!vb+<oxaAexY?q|8q9$^5*bbVm>)(qBks1CZ(J!8#S2WThI3cqRDN{?f
zB>%*?_PwcS?ig5*_C+_Y<_9cDJUq0t?`32^*R-WiwNuE&QX6!1PCh9@ciL~!%B59A
z;x|Ag3`LEN?J!IU`SBz0Yfx75;S+(9sO^kx_4OQ7sjntn3#XUhbFtwg`|ESfjS;V2
zXbuwB_FPj6^uydXBiWRD6{I=lkd$#kbNluJ|M|9_E!{-`LHS5hXVu;W`Y;Mn56ve}
zx}h4)Jp3u531t}JU|O2)9@d`M)M%znt5BtrNd2*TH$qwym#(Is5hu#xr6qu7NflB*
zJF{{c0|jY^*<0KZ49=SD1zvO$%A&`Y4~kienEo|g(~P<Z`o`rOrxqkjVJdsQZ-HNY
zgwI5O>mp?;J-}}-q9?$3YnJA8qqxMAhjI4iCkek+TU%J;wc5`;$B*Z)7QCI8F-1fN
z9WSqrhDS>xQ{NhK5>r!Yx-4>?=Dk7=J6R{O{OD1ag0rdhQ6`4OQxCrto9>f3$Mc7}
z8Q4U&%@Tr8K@o1E<m8D>wJiBOsbZZak0xi4%--z+`%;@qaJN9%b;i=js85+;phWdG
z&Gv!<%mL~#U^pl<_dp2ibrS>M0aQwKw71YWG|h3Hz3zh=<GmEd<OPb8B)(!YPilvk
zs>@GqxsC3De*4+#xQmMmfjN92IqnYYE54yg!)wS>9E|G5E$!8{EOZDYc+&J|s*x}2
zg4V9>wl6u6OT^ZXt^H9w+q=*5HCaLjBC+*95D-UGbFjV7e*UqwC~WDPf%!x<jms3d
za#rABZa%A0$19hdnnvp5RLyKj`cM)<%pmO2I$i9VC0o0#@|hh4dm~78+-a)df`XP)
zKJOqERViPa8^8o0LuO`XlZ}y_IP7_UNw{jbu)tioh@vlFu*Y4+h~KBD>(@C@0Dlf_
z^J;xP-7GYhpdvp~N#W=&;z=MNmtvhR3jT0j(Hj@ZJ^(Fw23uJ(e$$+~nwrX~b^1_G
zZUk|~%Oej~kDuk1{SJR3-lKap31bK%#l6vv7}x!YI=_vAjcF|H!2U-HpX9k4_p@62
zob2pZU`han8F;n4qN322%M+e=yY5vsFC*xvChpgYZ*4C~gsa!3#2qZQzha@cP)-cJ
zv$h&d?@+pITeBo)OahWJqo`=p81_u5gEDxa#x?=4lP6HK5Mn~Y0OM&+d3kJeb93m|
zV;+=$wq9=*j(vpxT^+r!w_gE63<KCOQlp>3byyopzt3ZV4pa?=rsuDn3imBtN{|~R
zuKzw({lqNqgx}vDDS#K#8*cp4<YGe~j6Dbi3T`8Gy7Z!=>97uoiw!!;z(Z~;XJWFP
zQ|VMoeR*l%sN<*)Zxv?BJDm47Scu*dMnY%S%9W17e^TZb9fJ8=WW3JsAYG+l(Nj?K
z`Ew05wR_;#k&dSa5f=P~vTZE)`^VfTOPm&Js?lCa4kVh#nlOJ|andQm{`^QW)}*i)
zrPO-M*4LduIkNJ8*>(X45kDIX=<4#Q(Lu!nM$4h@ffnKDrrX?2B-py(NkRUH2K~N>
zo6Sc<T~45}CBB0E1tL8dhtDsz%D|a5Cjkxy;IS$L{{=9rrb^n{+Tui4uTR&$e1J3i
z4@pJB$VKueV;uS5wwBh|dp-*_Rl4<$Zk0WS3m(2x_3kK74V`ZzgujHdQdczrG9~&_
zmG!vQWKCC2hi0$+C6WEM^jEmlim#~KQQoZK3`tRhQ;Iu@KRBbrc^R?zNi$FSEhdq2
zLw;HzF@*@0DbB+Sj<yhq=?FR#bKo?JbXb9I0^btYvSF7%i=!ub?!?Vf2cE)`<fVH=
zgpM{d7sb4M8~Y2=&XSeaXGp^I9+ZaY%p;@t-6ir75AH}b=jgz>G@``CKYUZ%5pjni
zNc$G@ne>d??OV4f<P(c*>}|SM-Qq;+T?H+-#4@1L$J1k>b#h}E>gp1Mq(O6+gVw1<
zMt0Wce%a&zG_?wFaDaHWxu2lp$;E->6tr7@$E7Cj>dJ4oW!+dp|4^wc)IcXbOp3`m
zmRC44(G-I(QIBO>vwtndvjVnx;)nv+5y}@Y7Lk+V;-usa&?dfJV0Wt}${9{MoArj>
zWAYGtbC+|Mi{!m_j(ka!d|`}yo`8wwre-juLE@bcY)KFM+uvkM=Dj@ckD~Zz=XXP0
z$xah?>x~qZ*@z0)-~FHug1+yIkH&G)DOuk=G~E-Keig<%sK-U&RTOk$<Ssyl^b0is
zRD6TdwNV8sOHC(2I)dJKS8b7LrhMM(KNw!0C7=khM&X~Mj~D;6!LG;0VRU|gJ(zUs
z4t@<zu5>UZorKugezs8gbx!|M>6UnXY@AlMWCW%Aor#4wTpJ}O&D@S<*9zZBhsw&C
zz4Ezli$_k33B@z78Q)OHg86fPF9zKZ5s$`Q>qpM*w@JYJdj=}}bcOjHV2rFl95-q`
zx{HeZ`FYz16RtjJkkPhdasb%_50wSn3r0)FNM3G%CQDyte0%8QI|(9Uafdtn+xkyB
zCN)ZX#y7BES~HTp{niJ<<o9OpqhI9KyDYBy7vFhsX_)WW6kv$zX7DW&Zr4|YeCEg$
zKuZu#^D?It$-JG(K~~B^mdSyZ^l6KOHL7vdzg&;!z>{158R4~8i$JsSgI1J(zO!mm
z<l{OGD$*S#ouNw69YMj&X63jcx+A7}uLmPP3%tR3DChgOo%(=&xyZBPIzqZOP%E@2
z+v@KN@0DoMAmR2<<(v-l(?$1-*zOafl#sOsis-mnHK%bK>0~2cW=)gQ7d^Ii&jSAF
z#l7esn#pWS2h$nwx(KSRPC86F=c^6hI}Afl=}UhJDsZoEZ`(tQIaOt?VS)XH1kfla
zC|wQv9e0b%%GQB`Z8xjn^1pBc&(56X>m#3*E2y}DD+)BSB&bmoz$Jz-mbKrZ>{>ra
zV2h%bA)BQO_B8*IN9z3t_i$}x!S!PLcu1l(;E+jdsMVv61a(oeCO%&bc<+}J!>QbF
z1%G?J%?ftJ2}&6#N;HTpu*e<iRN`eY=V37CW60CKmywR1ul;s3HFR`JU|c5tO}){v
zP$qwU2EP!+xQ;L@GX^12cCV}^y3^v|-CyD-U;*J~%i~sDY%mG%d{z1Ii5G>$=O-SK
zj3|xF4-14)BvPni<|en|@}KZOx%$)b_`ql8U$ZY+i<E*?fN2x*B$>_9v5!nKGPqvu
zP<p+(L*>V1KhxYShKY&Uk$mnaAx4P<#stVFL6^HtF~IQw!||U=-LU>)rlf2qrR!^x
z@&_cv_^$D%&()yMLvR5$(Q1Wb?)nShbF`cM!T>%GFmB-Vb!{Uo?&$%61kfFQ{3eWL
zhDx?LB`cLfNb2T-mN(o-_ri(%GLXai-24$Ft=*!N7^dKt-F9$TI8cG^JxfVRx${bd
z@k8@RZ@t_qF484DAEEkuPAz7g)Ik>bWjfIE+iH6#pO1exztPsbDQplVn7a9ZJ6eR(
zJ!JTb3?C9}vleMs(3PX`{S%2*DlwE25BPi!MEqLfQEY1X7mqK5)~OOgseVozZYhz4
zle4#2(}6{XVj_hQl_qgvj@1c?P9YjmBJaKQJX71q>8K63_CcT|7~(Pg4*Ujmt+$CE
z8gv0lA_enrSxf74d_3nZQw#mIe>Z#ors|#Pz;xm;Cfvk^Yz;RV+Bqc+4Qn7)P&jBS
z>+4eyR0E{UNFhu7gw@Af7;`wuw?@+VBZb`2^8)z^S(q!#&na8IR_^$H|58I6#(<YE
z-Cb!p@GEpC@;<L7bE2$Ve!_c?AKX!%*<(w}6mPYQVJqk&h#%Tk4Lx&gk>etz=HIc%
zh_>~Z5ky9=aG_<fz^ALbR+VcDt!j^|8jYGLl5!k1jT~F9x!mWw#6_87yEk$F;O!ti
zPR#DXa;*Z$(s}Yxf830l_~U<oLLN@bn)Int<Vy%<x^n)1G!vK!*P}&ukrsfYFdhH&
z1mS%}a0w`fj3-`nhu9}vh-oNrU`ik?79mN}2DiUkRaJnyPvANg31mEk{}Gf16!j@t
zt(D@!4`yfkcz$($xATP4oR=ca@oT44@45yC@;q(xlSo_EK08>w*X%x~UCS}FS6P0G
z`8H7nefi(9{Ff7eceJ(RD-0qU#eXl~OD`o2mhNXM%=lq72Qcl8cCn@6Z=hHG=*Fyn
z%ls}64ke~&n)=G9i!T(bILC;rgO)WGQ~D#i^v7%IVrqfTHw@j8Jx=z=_b&;8KU;t|
z>F2onE(_SO!O#G_01UDqXc4KmXwK)WDUWq^(W;3AUe(x5zH_$#=UvsXL^|+2+Tcao
z<)@LJ4ApZG??adZ5QIK-ZeO#dGM|3f8+=nzT51W5AROmfs)6HQG=T1guE+d{{O;z`
zZ%N3SbNM`Pqnf$ESR(o}Mls=yUPp+h|8&70dC#z<c>UusR)DQDAD<%(5;2c%P=WH&
zp=={r%<G=ekp*LQ6LEV_RC;K{uuP6k8r8VX(8mG|Mt*-D${3>jTzsY2gQcF3bxEYq
zTD8mcY|hY@i7@GWNvizr3>#@o<@)!tXLBg^ODdu^qj^#)`ug`Fr$$CbVmoq;+wudq
zY;v~02$c96FjG_d?MqpG&*+CaAkAVO(+)JSE{+vYsDm|5w}c2dbHrfN)FC$zBtD_T
zkN#ymb7%+#_Lsb7xLN$}7jW)^eS$0C>g*PS{r_sIi6B>2`nujCNK^a3^<}2RDw3D$
z^pwf9pTK&d*4t~jM??SMYFM1n9_fG{To%wRyQjOuC<IL<`(nB0!<a2ESwa*c@+6>|
z^M@M25WjR#AErV2d$-lcAM3?t!l-TD$fmiLT_kD{632GE6E5`#V|tm~h!|h8!GW;9
zEJIqTI)B~|%15U^kb_(>!P|-;H*%*cN{)fcSc0h(L^FXHxdXw&v})Q5{GT)EGjXJV
zp}~*|g@@9Mq0JEbP!y=s?^HNj5+|PrwhS26;}F#&28)1H1Y|klQ11~~0o^^LhD6$<
zf9Jy=Q7h93GZd;vYSg<+f$AwR;{U+*LG(_I`cPBgSq9Zj%dNVam(oWSxg?Q#I^68f
zYCjJ(!i~d`(ln_``g`Vmhs?uQxRTu&#L!y(Q?P#_Ay+ud%<OuRDhFehet*-S7^zNm
zSNS$&hR_R%*vW|r%gtKv7wk27`(d($a(GGh(!~-1tjl&IW?zFkceBg0V<ofA?^g4Z
zeBV3G(=CDFfqc+!j7(M3)eC9`nyb9PTL@4W3May5>F<AyH<ybi0y9*-Fry`buuwr{
z3W3onAoVy7^kl62JV8A@^0|3=V4o8{RQH$UB3;P|p)^By|K_#2=)JLJg1DKR@P3#5
zU`F)GU;Gvgmt4)x&OVf#U-V~5kN@$FNHw9&dU*YL$f!;}kA{N-dxq2Gcj>gj8){~d
z*G$vhAsp^$C1d^k!=ZDDi~7@69L*dVezDeIQ&E!hEw@K0p7}mh;rSvjsAef(p~VO{
z9^i+xyPsizP7$|B&+@Uhrsk{p`2+HDnAOP}1tbRcRE!ep6>!u790O+oLc`c=z2vZ;
zM|jbHO6rzP@_Ox?z`UJ}?Vt0j*5}B*F<B-^KYsq~LKw=U1b_GK1)MfHP=T=W4%|$<
z4zofa@=fl@?tS<O209gv)*#3r@hmu&xSdT&RgBE2@)_|1N+dDu<132;y}DWzc?Bf$
zvl0g%HO(GcK-y4E!{1F#7jj0P_d61gr+>GWt}bgoK?`K%3_ZrPQeDuU?(=y`)y0(R
z*lPaax2Yk%x<zuUE#cL+OcdI^#&U0A7Usnw&&67A?w-xCp~#-G?e3Sy<WDfAWa9E>
zmc<N2L=;qvlnET#5&*>mz1N}aF&A*TgK*^0Gci5Z*6sjx@||?f0;GJDg~|aAn9Fb(
zP^<f~V7CAq_Zs3OjOoJy!h_gy`r91X?yJlBf7ldb7Cb=JP(xEbVq2py{zR-p3NDHo
zxONf45@0=EgMj#R;*3zvzV!Y4sRJEyW75W40;266;A|q#8XHFS)~z#&ZFtO^=5j8C
zq<ig2cR87SyuciTeb?D0NkjsAT!E!pr$uRmb<OZQ*`O9m@4eXs#dt+%iwiRa+J+ht
zzQEY97%Gp!bv#1MY6D(_s4&T|QN!!h)H5?g!ratmWzM-jK5=z#h7E-GynMNtG^sAE
zZkB64x>*f)VVOJT2pkgCU9xpMq}h^TQUc3ZQ!vJBvcJ%t;|^c~;YS5WAWU+8g%qy`
z)Czb!fIvpb!zxOhp=n3~fU&$!rmekUdH`USFCu%WB(s}>AZ)rG86C|CRR+OpnRSJl
z@8aI5NXOD~7tSpq44okULSiWx!*0tQg%|^+8Bhp0cn5P<Ax}ewA)ug`D@2B&wt5It
zgwn30`H{!){Zy&N_SrV++N>APnitB}{EYg|>1CV<^Y~Aa?f6LoL7s35QO}@<o<iiZ
za{8oVD_A_0R)72T_-t<r{*LXv%Sq(XaHZ>6E|^mFqVuR3#BIaC>toX`pvO8th+C>=
zIzKI(uLwd#5j1|3_VJ?*p~3@w)&ZKh1j`DeI6FCWP4h_pY)wp|2Xi|G0XpM4$I9oW
zC!t}{4Ezl*rCjdsFVVir0>5ZE`NT=bbq>SRCxmkLYD1{$`I^tDsf_)+z!+mgz(2j#
zT&b$0gaIoBZsS%Q%KEVn3kL@y6I0<>?%1_bm&+C!XWJDI$V=ETp}J994%BnN&AByV
zK9tdZq(zyrSJ~TJn8e5n4+v;$uDt&E#^3S^Ioez=Mwxp!$=j0|nx?M~INscR&{*4H
zb^ciHIw=BjaOeBZ_d`}N94PS2IV<eh^D%rbI;UyNl;DRc^kG+5$no(^$KO3wa5e2B
zi^ksxBxex&7sc{aC!QTPrH{U^NhOH1i6SGv_oe(-QgMIr4yO8Z8Wf3H)cu5n1XrC7
zn3GWi&?TQ4_VK4Ic`h6MESXzhA6VS;Ms0o(`U)jZs3U`s0*tcpnVA$yctV&L|A-fa
z%mH~_E#d?&0KR~WS@^6MrszP8P6mMD?iHD*^mms9VHr;yHJ@sI!9=h!ZE@Gz=;oly
zy4PvZypY$%1&wO%nh0V+f;#9Pbu>MyR6DejqgHdN+<6uH8nYku(`!h<G`PmN4dNXG
zDHd*u(>6!Hx-jVEkMRwR_@rpOs2hKbF*g2K2S(2d<(3(5?kL$EbsAGD%B!=!Z<u?O
zBXQ;9lapX{i6py+S%&EwMc|r?QPbLeNVFhnjdBl!BTy36hv$E7|8%IU3#*JAkpMJ}
z44w{z4_WM>ivR>=Sla&OHDYNXxoAdpMsK`)onV;;%3Uf540oeC`;^+fW$zkoVSmwN
zN%cD*<?yn&)xE`bHlI20g1O>kLnwx*CYweVZ}><4%aSC7`x^DF@$BwJ0IB{S?EwBz
ztr<uSV^(ueuY;s>Xhj-*1#OJvaYt+-N!6gnS^0T6n=!q5q`G9G)nmNeHNDW0VMEW_
zAC$fQoUJ>A<dHFW>68=|h3cD8OiPN3bE>Ne?-{s};^FQ$p$Kgm>BXz%__a+KiU6vd
z|LvbCZz`=4w71ayw)oShT)@Fkjkm&NWoM)D>t==^9}ECN*+_B!J{H<JbPwQtMj*wa
z&w0P`g@C<;Hf#vYmonI$_aCZBJ#^bq7v>Oc>^4Y`Z&wI(sF?U@vNufUejEJm$q(XW
zVd(hklbRklm7m|M))QhPb9gG=o}I!wELJtt2*W-21fm~@OR9hX(Ip8UO^npe?|yq%
z5L@<*>CAaXz<ab;MC-jFI5@y4n!3}?5D4feBc3@o7x|t@HL1{Fl3n*RCw*}}?ZF(w
zN4IW?%gbt6?7<2d!%+Y;!`L1(D{IHr@yXeicpTVHv=AOYm@P$EM4D>a=#@YM#tW8i
z?+PPmS~=Nz@w%j}%=-7Nck|InQ=}PBgY=~BQ`SUeCL_N0axod|2k$U%JbPWp!tX@a
zfFVGjAr9I5Zb=a5)K^S$<vY3bwdYqr3~-Z1GFk9=ZrL@0ho~cYZ?1_Xr1Q7wllWH2
z9L-$8E;Ft!I<~LD%aXiPZ|7eYXO#*)l4!110?<0}bW3pxN;w!GY+ukud^nN+Q&Hol
zQU3A0jCTMg;f5uFaZCt|Ak*EnF2f*lOpNuvn`^}%UmMfN6~PwA>;>~L`r!A1%<E7m
z?QE%U1@ly1Vw9l1uQ>1vZL_?d0as1}qq^DAyHeFyt9W*|(ypfwH79In8UriKzO7c*
zO(?wvt^?{P15J8#e%<oAnq|dwEatS!Ovb~1rvs%*BG%xx+gHtl52~DhXD<ZrltaJ{
zPd=|$?bcr52OrE=^=IGbmi%ACIohb&_9t}45Qs{3l)S1oaDGGmH;stoYYd4XxO@@g
zDh@Xy__Z+f4D}WSQ<e46w}6apY2d0<rs>|+$(0SkOCR#kv8?;?;|HkqkdLTl?ux$-
zlU1R74W@1<#6%ES1Zu-<#SFl^0(KNrkQjOs3tc{IB|_sz6v3ev)KO?<<|N>=xRD@D
zr2IOJB+{(ooNgNQfP4RDxT$3yGT$jGh_ubY5{+UeBEyfDk4xcsy^)$xPWci8gN~Wq
zFos^qbnz#`n+~d&m$<ImMReXoG!sl;SUofwOs%~|mlfEGmB4blw07Bp!#^B}tP~^3
zAY{_K`=N+dp18?%wO<>9RzXA0D85#jjqH}g1Fh-Ds2B_F2pgf^!BTWkDfHyf%eaw>
zY)b|RMf)&~7Hi2eyf2@u)!76wTv`K0qhNOE>@507g$VQZTeN#-V3UWbc{B5wwbkn%
zVR{akz^*rdRipuC5N9&$gvg-9Mfk4}7M`+6s-x6KyY?3NcNkJl+Yr}MMgRUMzI=0#
z?EB4@7@EfLQi5-r)tu<eh0&B@WnTAAAJ0iSk-NPZoxD-U-|15xzm?#wuC>}15@aNg
z$hEKzfu{_HY1Nr&d#3Nr>63Pyd!CghQeMY+@N+4EpgF*xyLe$ik*8V2MT$SNnTz3O
z(Jk!9mn2BXjA}OakeOfnnSQ~ODHtBs>+|>R0QctQ>0V)RF@|_g9<czDh0Pb|?1^Ho
zF7jp$n~@xO#85c4!a9+DwZX&b>1n7!OGn3QDTm8pq4n+^Fr*qSpSOsx!_}R5HW=ni
z@QZs}j}syCGh%*n)@wQHqmpoBTtO~=^lzWYp>n7_Z5?~q`-?`;wd>mc{h95rRDEmM
zNqo*UaY$72$@Yh<6_0z5QRMx=drJN0TCAcT`f|M%u$oR~aw!!ek5XMv>7gcmD)iWf
zlV5h7$!%AM1AUc0FIkZ0<dAB5LPryWq>Fo^2ynjaH`Hg#y4Ik?%qgfE5Wc5$c^r;<
zu+U*45SO0*pmG<o8PG;`j#NXnR#>T;W5?WmxsjzkuW95-eC|EOOY}*s3<oEpr$Nzu
z#3WOFeSP26Gf~;uc#3@(;XDE~Rsl_*0RMS3jD>%N!B50wUD5=<!g6jReHc(knQ$S)
z4dvs9$~hXitC;eg|4<cF?NlL8{B!he%8$E1R!T0)4dOB7beMkKpZINm@UD^~*<8NO
zqhM({`&rG2FGiDAMh?5w;Sm}c-h%0+sHM6J@N*TW4uSD{Q1k26^lTu;sKQ(6oGz14
zCS0e*V}Zw7k3%Qda8z#4MmEMt&5pfx0-B?D6>yXly`1yLwo<uFr3*WVvCyXLJgH!?
zR$N}kE%1}n-!LItBUuKr3f=I~06b6v&}MVr!hrKT?49OpX)yl*K>;@YcSI~_`S24V
zJeWB+)*83IEJNd}QHNgxX%6n@#<7ol<c9d^a2)C`Vrb^M#&v{PPXf(~hs(!WRk1*N
z0+Ohurf$2-d`5b5!W#S>q_S;BngBv?{jmzY#`!L82~(llO`dTuBe=hKC-3(9P<k&g
zDiQO0vU!`v<7uyhYF<2&d57gt<u_AH(Zv*LyIlD)Cj77_G37>4S(&`8_2RZH%gBrK
zQj@Q5hpiuJh8hGzNmC}GG^7cW@@utv(@re-Ub<MiEXJ<Q>G&4gm)hFbN1TR1Z86gG
z?mptd|LLbSZ1%pGr!cR=Wg_jpfZu3(<a2YmHn7b;CFd_gF)V(Ae6*fHCQ<+vv7;Yj
ze&s9v+v=hOJ*q3OoBqjrSP1|do39oIG*V6Oef>nx0hk_~ff_x~wAZQv<5@7DYY9_f
zsvpFJ?VCe}+vF4!PWvzUM#8|62@LC#r$*gi5bi+KfA>h}zF^`SMiO_AMVvA*GR8J#
zaS2IR^0J;kevvrX<jvaeec<OeJb4`->tA2Qz!+^hnEjZGj3B1@2rpE0q;4CCHB46x
zV|VDZ;OC6+%_u7>l8=w>_TCQ2LMf{YYjEYnd3FOfjpb9{Fwt=7{u=(7={oEC-kl^o
z7JZ6@m<$qS_mZ?jM!tI*U|k$|y&tiCSfnF@EG0<kNhfb^rijbH5;|iPWAO5;NhDZ8
z=($NT$u>i+e0c-PQi9S+a+E|*_9U&(*tUuSPh@}^fgi(xNgx2@hA?Km?|n_m6*AuM
z<}0>xkK+67b;G_P&zsgE=jQ>-^Uddw7!SXie=M}x{~Mv<Joj+&u=`)DY{~dit&ir5
zB)#~-sZTr9oj|P&wcQ+ZB0OH-!FPl3b`i7dNt&9Prlad+{tsPe9h7DMhI>&!K#)!)
zl#oWcK|;Dq8l@ZQE&&DU?gnX)ZcrLQLO>b>L>fd8kUaOhzcc5*Gqba^GaIw-6W`~K
z>-t<u(y+CHo*kF~9BMC9L!0VXU|^Zs(vk*ELXF<VG<a?G^@pLKI^VtbJ@%9E`DQ)=
z(f&$$RmZCguB*_gt4K%Gkv4Ch&jAB>-C6r578>Ix<Cs+y8G6P2!i#Am;DURSC}t8T
z?O~8rkk;}ivUO-vG+csBO1$vf%UUAJ)79?+?jB$b3t{nxO(PC63VXF3OG`Hco8EKl
zIoW~&C2@zR4>wQgaL}5@EWg?{oZiiVOUyM#RQ94QLLBq__l3dc@%XJXA2$s~a@|bY
zx@>XB<76sD-N$no9gaokJ{?bA9sToxoh2S7GPbtuO46_0t=d#!U$@r&II~pVCEv&g
z{=WD}7LD4@(ZXlSA6WQO9sJMUaw-enyX9RGKjU(*kK|4z9dA{~5e6}9TguUB^DT{!
z9*4$=&H-kqT?m2KFCp;DfLauUV<cRbV{9GQrZhP}aS)P3qw7D!hMwz*_J5WBcnBdt
zLon7d=4oudbxgO1k_z)7SPx5l7)|MOTi4xn>eteCG87^fzGm7EPuKo4?Qo$#L$<E_
z9ep`=lr9g?DOG44JK~|URWybk6MV-Ig_!y%8xzx=9rUrbx>>C^a)qxzy7+47MY+DL
zi_3jR%?(xGID($7Vry#nd#I|mostP8$N56LO>&7RKTbH1?-&wb5Zb%nQIh6nh0^!g
zsQb$UbO7GS%(UH2OF+Hz7<G2R-XdtExR|-9qdLnfz9=LqRnfdJ>fun*p5A?XdI{$W
zeBU}E4USd}HxA!FE-oZEL64z7LBPFWa^vPvIXtWYx&y79PYk7FMv}~pcR+#yF2*6(
zX#<2iwxtbG=mIYYniu<xZgQqQo!4INS)<9mBMe7MuP%OZN8nq$#AAMSft4;8Iy<dw
z{`EonY_*SacGN7b;7m6US;=R-#NM7ZrqK7>i>GX?etf;pml1NpKVV#BsPlm)9OwrR
zkb{<ZoS&2DYM_xs$VH$MO68N~tGfR19FoXa%~3(4M@9;{y}G6s<vpHfD=90LWJ;q$
zhZE!28pLNHwopmM>W)*ygyThl_RyCr8qQiBos~coVC-n8r;%{Doa3HiBQL;r)_h+T
zhagn#<D##rjxA?2xYh=0JYKdV51jejubZP!(7k6o7T!M*EEeiO9dV^t_OW@<9?HTX
z<}W0s>gfSV`MDj{NC8bvuSaF|^@Xq^SGW}sn~9}Jqjd>_=c~qRx{N6=KiM~$aFH?4
z({KLP2igZ*V0iSNrho0UJT;YExc?hQONdeP-p8A+F7Zo0|Ma&hzKY(r!Ao%Vr;IIC
z*oJ2wLyJ>{?_SWD(@L7xx`$MjK#JLo_G}S(O^{Oz-X8`tHeEXc>UV}x;;Y3Xj)kyW
zDxQ*Bf{pf5$JX7NArGKlST!Uzlq|g(W0F;vj7<Tpp_sIbOL)wdD<h3;-yZs^6S+rI
z5ML&ewT<xEC0-m2rAGj*+}DiR!OONv3e`BhU}Yrh`o}cyOG?gTWXK{IHRMqIIzxvD
zd-l;(j1CGbm*fpHlg+(7ianlg_O6$j{TeocvW`X2jqAv+T_T*XZ1S!_vRomV>hT(O
z(-`(s$Dkw)I5|%O=yQs^yS|gR-KRw2zoZinA;S{LP};!VQ3fW6alI}B3kxkT?<w(4
zRz&Cn7EPJ!KgpfHLHX%6M6UDVMgR5H1t^HMv|WE+=LrXfhlQ=oA9R@Y9h2HJ{R=x>
zWhPp9`VO`ZKCh>fxn8(uJ)Mi^8kqWdPY><K6DAARRGr$3x_~MwG#Z*H)BdQ6S3?`4
z+0o*;l5yJugIO}hZ=!;c$-}|~6r>1w(z9E<*fgi?-S$q_obEa{-}VrCEUky7n6LHJ
z!i~dhy)xfkt8|L-Dfvf?{JcpTy6qIcM^R^d<ezg0@LJ$s4GCFCd-G{M`Q6=kADEPF
z{&n2Mk{)T)D8oW~bGvhyv_U_KmVjJR2jk7309Q90St8uvJ1B3kcZ)QF{YNlDN+n)c
z_^&!O(=#(mK4KU%5dcAe1<k{cGvLRTi4Y}0`!+N4>0|Dmw7Lxq3t*bw-TXLE3%_p@
zPY7g`rzE?_y78&0gW$^gs9VuFvrT*DPrGlSyBOPfwdVjDaP#ETQ?GX0rM6U1*5VU#
zKl?&D-th@`p?|L4AEb)d2|UT<jW~WK>*I4U&G%rzm*YdgZc&Wgq>7xv@ykC_8Sf02
zMMc}1&V)+A>j&*QJ6If`6N5HtCGo|zJXo7~^a9{2BqrMPIM@~BE=}i>$i{_^PDen+
zzfr&PcjouGE%GHR4MQliyi5)J$+F)1N4D+kA0wZRTOf&eM30M1Yh8c;e>?ol5vL!X
zTq4=1u$D2I2=p8?V7Xx+yzS^XcZaAj3VqF(|8Iil<w?sH2_`B`Xu-BBl|TN`-yheC
zRN75eJp4z>aEW&MNqh_+N1Z;w75N8QdQGyP9PIl#Y^c6><F`?eV5{wtqNg7B25qkp
z>6jDbA`!z6Lav_;rI|buW(f*zLjG>A-Tk|bh}~I$+;+Y`Ql8jgX<x*;Fio{vy4rqX
zG=t-a;C2>O4NWc3K3Lm+i$g0uFfy|LI|CQ-+9TwVVAWZ4lKxUN47w#4xNIg$?wJ${
z2g)lduK(pVECONG-F@$X-M8Zg_O27;+dmmGg1^dOq`vYbj>-5|KY}K#=r)2@!#SD@
zP2c)ZvI$_WzyP?|;@WmHx0AuOzW>zb+kx|s*BYyb+Iq;t^N(K|R$+Bcf6gV{m&?Sh
zr$tSijmVj#qEF0Gc}$-`kHz9_FYX1;wM<?xeb_)==)4K7wvpr~vket>l|uHs37s)3
zy`D<VTVH<>yfJ2W{d@PQv%%ggtgX#-$!mwDw5$wZ4NqY8CC}QNV(v}0pRYhTG>{?t
zc^~_!bm1$GNE)2icdRG3iALW}n>+`Duqz9%3t2sSV=G1HD5)F@&T~-#1DDMdvPksk
zB6PR`YK62U$9R}t>?C+|q+)uPiLTPTXC^s+A7bdt(!O$THb_WJetTV6%=o19H7}7o
z7fd7dUAMT~et$VKH8YLR`W}Z7Ly}GKJ`1_&ypM_Bb-zU4QB^)+hdcQ?t(CGZ-qEC=
zgWe3Ss`H8w%oF!UI$}VD4yJy=_FR!kVSbO_vDBu@Tz=!LTA(ch4|hL8zCeO$u+&*l
zfDB%K*(aG?FR$j_VJyJTFop(%uc?6II(f-CpJ+qEq;#MrTUq%d*_WUuQTIz&_*ZI&
zGtXDKKYT-|o;k&3iSg4p)qItdwiy_G@f#XXAX8Mm6S+a?_Pg$}si?P;>R^0Z(2rVF
zjhbFmb5l^ES541Xef~UONrr}z5gYEFtHusBSxC!TI?7&P5=+TFqLrPT%_`>i$Pd3F
z?|%RIu4wjszNcv5HeJEXA^mhYlODW8u>@Lt7%!C7CmbKk0(m7aJso<IjU+w$N8H?z
z&Lf#`ND>$r9aZ#q3(6NlW<Ha|#r5N$@iDNT6IFS0#&MBXunHuseUB^leeGQ+7i35o
zK5EgwVI!5RlF!={LhD;L>E+^t>DPH@a6UqOJnmD4hO3`5AwGV%R#E=-Yy&yD*PRL_
zX(t!!Wafs<e}YZh?k|F`{mx2~($|khgtDb6JR+72U4`LpbY8Eq&1AaKMP>H*XL+Jj
zocz!?@iZgVn*U7S&#5FBPp3zXE&2!T?_XEU2OJqULPr=3j#eJ8)ztL622`m9_c-F<
zxC4`q6`=c!w=R|q{2vbpFE0J#TZJ9ZogbO*OIv?BSd+s6d-xiT<9Dtb<i#MlL|~0T
zZ-;Os!I<Q0Ixna9ciTF{J0?9=^dVX8(^hdiGYsX@YG|0GZalJsYv-4ARCH3^#j)d<
z53I#hp2>#A=NUgSGh=-pu2oy~ngPy@+?wZpos^kN0nA}&7_=<~F2`H5o9eY=MW%TT
zl9ZaR(NSZJDEp!e@9y#vxYOH91Di^+5novmC970TD3R8q^h?a8p$d%SzVb>e+uaKK
z9LjI~G{4_a&iZ|z7{58{ddgE04FW>JndTv>=VtwtTmNryF{#9qa7+iHeeDWqooNl!
z&SkNuo6iIB&=G7jV`F20GB(afB4$$8;9deRTaLJ*nhT@V;GH6&RPjQDhM;{UWO<51
zl;P28mza;Z5SZ~Z_l<y60Si-*mh4vN;lcU>bT(iB8rzCut!b+I*Q;xfz+r)U`+%#w
zf!b6DLCQ2WHGN2on9j7i?E$F`Y|(=5`=+oiMG&s4I<DWVE2WMqd6MTBmXM=jy1>Af
z!I-!ACqBM#=t@4T*u2uJgF~(wIwtAE-eTNw_`1$CE`R=0#aL4A^bW<Zrx!b@tMGEi
z=mxaCS+@Y;mZQa>+EW<o`|m3~>a&2c6&MMBvFytbeCTX1kIt@>RD89sp2k!0>&-n@
zG`m*MBXc1N-r1nHk7QL;w?5>3`x-4eg-2Xu*7Nk9MMl=!(I?f;jggl=5A2mU#yzgY
ztgQt~N(^LhV?XazN)ucmJe7=Ib>H7>lxP65br5cB1CeZ;OoWp4gs?Xi6$<S`EY@Lk
zskFAhJL}B}mg4|eP=<+Jk!L+vKe@QLp!~!C?($c1gE+N^9F|?+4*3T^X08Ie6;7Ju
zp{X)gYHtjkByhyuyZ<g|Yodq~{7oMv55S#tIBOwa%|JFoTP__JT~X7dd{UFDNud60
zB<Ej5=4*p&^z_+s<Gwn{%2snU{J#Dg_w3A@wwC0oj*`5*Z;Nz!szuSCU&_23j8pDT
zvaqmNE31-H!K@q7?}xI)$bg%yUSN1?D(*H_@RulZIg|Wo&9a@dgR%?lBWLndQmM*z
z^QZTe6lob8UoJ&bviNo4s~+PM5>83YDA3_c<>P{DV9MHVEBmeeGiZWD-eu?ThVoy(
z<Z2`%XVd_blzSQlU_iiz2~Xc;p6=S^<K8`JYmt65%-iq$_ktR<y0Iff6_kNALmXhs
z={B!rx0~at)3s|&R6wAV-ckC>w5uovj$N@XM>?^H-dkQ(YbE7f;Wfn;SWnUSke0VD
z&EoV=?9+Vl6OXX)SFIVCdF<Ks8ubqU2@vm`_22@w<i{x`rnD#+g=2$|+UlkELxogg
zp5wY}q63TK)lld8woM*0X)!l>QB!E#@RIL+k$-g&jmr#OJB0lHujq(bz8G)D(0ert
zSx4jlZvFi)jh!qKlYH*+_MYY`G<@A_hcQWMQA+HuLn;WR+wmjC$hRd~Z|PzpUj|aU
z9q^<ofcN}5Pr#kh!f4*4sI>GwDBEISwc9YX>LS!k4MVB^C~_dTal$VLx$LO$slI&w
z4>#m}K;W%_=c*u0?c`&<{Ou=09KB9RdfFij0-5n2mZTJRa}0f4SqeUEH~)UaJR(AU
zN6$HccWG{v*houF)AyJ*b9MFIBiY9eZHH2pv(O!5y$NW&JhKX1tEhN(AC(_2h{O;8
z9RXKjV69+nbN_dDsqXc~9LVqMIbG#$-y0o~tPl}lB@7IBP&NJ5u*zcQV^Z+n?vRQp
z?gOXh;<7Snf*{zZ+*wjfmL!#Kzo-5Ncjej3I6PW17a%!-SXppUl!XQBUALICv$GLq
z<1)WUN44+(d=E$9F&G5TaBG_bEJ=an3Sa>W&ow{bbqT}6f>1qz+OKF>Fa%_fsiYGY
zU{jf>{A2+8YQ%#6L&nvv#fEC8blh{d>e#DY8bJ#RlPCJ~J1i!vYjqjUTBsWtsbaDv
z@h=RQhqk$0`5x{izum?Rr^PQ+8$uX?b%`E42$w7A()7EWOm#^n4x)Mukh_p1VVFJz
zDERP}#+_Z^={4$ju2o#w&VCP;%KwB{AvWKgS>+uELp!K&z&mH$gN7_-No@;uSD=sp
z>RG@S(@R2#yS_fuDW<p}aCv)R;~4)pYS%(MnG3zDs+!ujEyWVu3Ocaz!M@2z(qzIY
zp$Y8A%094RN5GGE|8&5K3+yD|XUrg}h7@qZENTYkz6fkl9F61on+b*`y)KduYBf~}
zTN58Z*!8{g(-pYzS73sc7cBmM{ZeUkE!o%Bn9x-m1*Y-}O8X`4+ixQ{%J}X47~xUw
zvpzbUOTU=?SY0jeN{lUyL(uaC6O6)NUk$0N#W^PL*{Hjk<g79-N6VF9lt~@JfHZ$x
z@)h4(EwLKRURovnN-B}6;MsCII^7^$?vJd{0%1czSFhVW5KBEz*Z{KMC~`sAfo}e-
zh6S^VfH>%`-?S8R_C4#L{UK$dlK;KYBTKi{-Mifob`OG!ypJA1JuYi!XGa-P=TEA=
zJZ31FWVYXSq_p3(b{`fxEp0czRe}=QazffF=T+l8;-CahP5;ZMFrgQ3u$%28aU=^9
zCtC~REMcj#n47c$w@sr#;6*p(^(O>k@}xGL!_%R4!|{vT_j}80THYkQhmAC}(L43i
z1=CEa+?-)dY?Q&wLv8;?{Isq#-c8SQs`@$}b{~2PgVIf;&i3;g6d4h=>%JxBhay_0
zI$Z`0*>!b6pH<<`Gj#^!Y?>*5#v^-xF|ToVi_y>_rjL%&uT#>c?yY4wYGTa|+au$#
z=>Ek3xkBT~;-uH7-61Rhb_Pim$VuRNVXPOa>l81MDhn@cX(2O6K&@y#4JUhePfexE
z?C(pZr(*)D#gZXpEQy4P$hQOUpAsSm0_q0@|7fVudlyf~wr(8EDXRekjd0|{cB7y5
zV19B^5-NjyDXd))Ba!TA*PZX|ApHSRe$&>6bnU|{IjJ!9P(0&XPtoZ5?phdEIdj-;
zyMPIB7M>=A%Mv7$FR|x~6T-VkCg`U>1`^W$m7-JZK$myf@Z?#1UO~k7ufU_SnIoCL
zHtqEKMHla~ru)#<3@He?Zavb_C;2hzf6aMof9(_ZmQAt5A8-D>x(V^2EdOgyQ}$5D
z->=CsE@nIaa{HYh-c;Lccymo2>^D4T9O7VgkLi=5%%jJDQ1<9cxzw!kk!Bvrr#<^;
zB^n&olk@;5e}EVw0;S=OY69$x=Is9EYgnl;BI+BsRC(X9Y!4!eX76#3FyGDBt=|Mj
z6O3b&P9xvH@3Q1lGcZ`3@7{gkhr3Gm{xKYX*r17{q*I^1+>WC`xcGn`K3Bm==Nkf3
zu$hm62xRDe@-K+FEn;5#c5p3>@czym6A1}rhU_Og4(C1va0|{z{kVlNnS*v}S(VE6
zgO+_*O=;}V>=$e1YJP<jA8G+#g{ro!W3D^NMgpP33e@sRNk{*P3Gdo4ojkR!rwFGF
z2Z0t(oh=Zm=@S_B`^8jbZGOm?QArH>q~~bFx}BK)yxylky*hU@E*kEmC^zYE;MHmU
zm7S1S`FQNBpLHDb+G|ux+vC7n)z!Mk=N*~R@jX-&?!p)$pWvO85O*v7=qW@2cQ=G)
zh$I3%Q%geC1~WA8J&4?x2k8jz4F3gXTofwtTWw#<3=9IxaR3RAeR#350-INLBO^*8
zTAw`jj}FRSp}fmJ_|g5qs$Upe_m!8E1M?O187Ex>UQt@fLty^b2Aj73`9$`BF@1@+
zTkE_HGWl8$sjYkEtC3xP<{Kw|aLm}MhyMZTK=+o*pON{4mx((iIiUpwj+hUc(Vnvr
zv}u;1d{9<2J$rhuZ2Ehxuk<pPL4@+dk?VFN7=p+EP~aB&p(9tqzC_YGlAa-!Zn=Dj
z+H)l(CCl0CJmUy{PkIfOBaW6H4VSPInqlpLqLzpck!AE>Zr-ovImjqwJ@e|DwC8?H
zNK4u(93aI4HG@=<rg7t4oWd*?9~X}hJRQ74FTIWjpmji?ayplzM>p<iQXF~+K_PJ~
zXW}_EJz12`W71<U6l!VfFgc!AWp$LgJTA|0e<L5Z-cDJ?oUze+Ogm+Xh9&}X956)g
z{PwnaN&;xi4{(@I+#c@deA3qB*=~4!KHd2TFa-JIE?<-PkNypej#|LLIP<&1jss#z
zU0P}k(@3BVriZh&q)0wW{QPHA=~Vq5S>OAK*_De_z^_IsiyCyjLAf`FwgBo~Idv0!
zBj%eoXTi9bl&-I;kfREUNK-`FP~LHVnm-^kX>=EIADe)3+T><w9YL@FmHn*%AkF;&
zlmnh+LtYp~ik$@Pt2JAadxC=^pYqzy1dw39r1<8iQ6)kfUsuca#A<(5yRov+{)h}_
zLAdyWDaR33J-r*Q|Bn9Nr6EhdOi^GoHmQeEqmVGy6J1Ts&sBch_p(pv%S0%tbu*))
zMRmJ^4^7ygkU37e*`pxY&a`FSbo}EGyyvF6tkUls-TCQ~|8Dr><*QGbJ~g{*AAQXg
zQV0EsJLk3>m#>%8FHb9ORF<_zKR)ViK8Wh%F#kC-=4FweK7)DBx;-u6NkBk=*7r3R
z0l<^?^tkNm$SNwDO;;L#-7t50M{r@^V?CI-5zHl7Gc(#CmH)<i&<dmqJUl!Zx$Sdu
zJEQTju}?5YO97Aol;WIzuBg_XQMlj637xgjt@}bJW*Dm05b9clV;IaB4%Dv?ZVr5F
zYHO{m7lPWG+oU&U@9Wx(mmBI$TYR6(CBa0ubRGBk{rT=A$5zn5{)5}?_<{gS+wmS3
z@1vH?VS$~9u^O$@0;{p#N~fBsc`_;00cRyeFWF|KCi*mYXHHO|rm)&lmzB*7*7ZFm
z7S>5}<hy<5^H|lKTQ?I=8e7{@%LZShDjDvLH2!pJ=W~A(mc;D#$bM>7bv=16U9xja
zatghTuI&?#fd>K^_ePpy(hn|uTjz%}1j66loLg=lP%qm0AO7W_xSkgE_`Uy*M9`YK
zs`G+udeMo+$nOlxv6^KmL?TE&?Mu3ty_IdLxFX2Xh{6lIz2d-ZeRk#nISk4Jl}JzO
znz(s+k8ZA)Z`Pn_-FEss21-KsoBY68^s;j42kM?NLQ75|Ocp=bGn`s$Sz61knz2~;
zctB2U(9#N{bsbCJW92z42yFBndkO83D`7~su%O>y=NWPsZ~w_w<V3*L$_iCU_+>@=
zk)dk($Tt|bz<4(z=i_V8m*%R_>$V8fCpHb8;tN}=bw=#S)S<Q^_<Xr$;Qe@>9`k<A
z$3^o8N+HJ3K$y0aQjdY=d)GC__ZS^{1!saBwdVN5-gB|oPH2Aq2ilHlO*F@Y2E}Zi
zm}nR%WOiIr+*1&J@#y^d<$hFWdTr6D`N{EYCWSh1N^ty-dnpZlHwamEJ=lpeYS9Aj
z-dy4^y{P(`Ur71-io5fk-G<dkUi7y-UYo-iy<dg(n~wkXCa0!iGcp!d_@TH(Sg4eW
zYKIQd?!dca;<bx#>A<B*136p!(8WHS0vQ<@NDn0O(2%vk1`0AtVEj0OA+5%9f=&uW
zS?Y<4?=XhgXBkfp1}D@P2Cjs_@itDUiU**z+umG=R+;(EhnpWxuA&NtxdA$yaeN!Y
zm<_fztNF@b&J|~L!@?=w(xU>yCul!^vzT7L@Z#K2BXf<FO<aYM6hQvBAikurKit#u
z^szTqiB3VLGfI%ZKV_0*JOk@>lAWH>j#J~V7E|Tye!ry#uHASJ$)}^Fy<83JXJh~2
zFXPbH+37x3E!Rbr6e*g2Mk#W-q4vkJad76l4#+k@5lrRz_cBNa1Xgu}6Eig?@@IV<
zO=Q9(#@LEjDtS`!FikCTeFCz6&}2(Td=#SKf7SbS<uzix@*1!f?))S<U^4@83~0Q+
z$>$65=!QSqaS;GD<zPRhKm1cd-7l@Uh;lFXImK{D=#*&;M%MctIQ#^81iZu`{s)E!
zN}(EDqvS)6s2Z%nN1Lv4BZ9o~bzFB2+KhS{_IwZC3T3<;gPGV}Wcb|Y>{tS34%s#m
z*&yorf&P;wxl=r6ne0k{cM_YTAN??4+OFVv9xHSsgnDzrI$2VJeA|9upYF})%ID<`
zx{fsqaXdNOQpm>sJnP?z6+PO;Y`=a5@!cZpIJfg0GllODM?>#x#r>vrB_3PDeg}uv
zN{N-~xpGKta1w36BYvPPVKV=TBzq{DfPh_+(uLY)9NaIiu9?fhbhNa9mW|Tx*zs5k
zCTvVLL=16-ehsHi6kfr+1{6UM$ii3Na{dgcoEdP*=oHf=K{+$6?~5fXF0l2`Te64>
z4bzNy7ISSx@ZcwcDXLq+qwoWPm<I-IjG3q&&-H`s(@mSH-hQj*vpm}c`&eud#@y!S
zoAUaA<>#8cUhvK)X8WB9qO^)is+7&Pnb}yTgXM>iB;}vISW)IPXM9i`-DiPb?)sgY
z!?S6LeL+Qq+YCin@4i@~76w4I+`kx1L*AaQnq-!?ha^N1n_`KjYe&pXrPFs%>+1VM
zIArXbaF=;KE?R>mo!dLu5{Ijsk3MmDO#!lpFY?MA!%>U#I-OPq(O6Tno1bwi?oDNC
z<U9*XN=r*qs^A5Nq`3HP;0OuxBn5s#XRwDV8Jes(gu}t0VGgQmP^jMFIbH^^AXMso
zQFdV|x^<i4rfit;PmZ;lTHp#1NwKFuR>hda<(9I)HT7$dg`4-jKR`z{u$?{T@VkjU
zICr|6s^cO?)ao{`eXU9R`Q^<*oFMts&x7kwZc$<JS1Uzl5qPpkqpt=I4yZk^J!Onz
zK<IeuHGs;f=o9X!Ei4eS4F2^$>!uVRvfkNY$0nUx8!vyO79t=(R8LE!`e()I`|2rw
zD*@es)7|R%JCdnWB$3kWPnd)HO`a26OdGJEVYs~2w%*wuOXIS{>|es7p%#u$*(8x;
zlAAZ6#79`N3aU%kZ9PqZeCK$$w~zlD8O<Yz#N@uN1DQ)`o{PqJJ;+p{P(J-barg0)
zf~I!Rjlnp>2^v;+D^c0F8PJX)9N95{srB?`K-&wD^ezN#<vWWWDTNSv{n!z0P)*3I
zpX^Zxi4k;TjSv&`G!QJ*WJAgRfuj~Ca4fl`;Rt!E2^EbfucSMaA$rs9J+FJRcqL_v
zgTEAS%)47GEb9(v{eInkyY%OlPV!aOOc<xCbZ>B)Kj3fLbA1)1?o`$U@*ezRU5?IC
zsR6>-ttGz;J5$x3gn2z*RFniS>bYP74OD6oBTm*AEXKb#H`aXoaLcCNDV6o$73Owd
zu#>hKGJVc@lHfj*O`k}XAa@5V5{pIiUv%|jc||+!2J;8#j(c}gEGNmN?my_A!?F<{
zqLDS;d&?a`DcsS$){?fcneXx{Y>|vhnz^xX+!7?0qPe9>m~BjF?0A@{2+A|S;P19P
ze57M&7zMaeo|0;S;({$7e6D9O1Nb-HdEKkhM=>EZA3K19nxCMF0QxuSvo3)y?IZn{
ze@7cfoj2_WxOmSAOVv}iE{Co!4@xv{7iGoCsl`RX3usqjIsOjzY^9|<YC6?K*^Q(U
z=TzS;j3PZZ>4V+k#xy_ByU1FV>$#5^aCseDf>S$a^KZ^1R)!DNi!Bj_z99P=I4mC`
zqx9`IM9O*-hy^k-q85IZ$(el*;u)<6AyOv4EYtE(o|BeMMfc{x2teMsR#eE~8EVz2
z6x9zpU=th*Lc8r(y*x6KJD&2o^#OaT56K!9-_HGCoy`lZU%p`Lz9Q6I|4F>xXB^gt
zXSOn%OkDeN36}kM^i}k0hrQ8piLt%IC7co$`o3$483Lyol}($Bw<_Crrx*VIAdesu
zNn@w(|9#$CwQ}geceDGPJc@l2|FHRz#N;pE{Rrit`$aQ&{IfdFzW}R_`0kBvJou>2
zVXzX6-w4Jw994qmpK<anb=kmuCnACoPAF@*vC-IeR0f16X_Y0~R5d3_J|`npJJ={H
zz?h{sBfRmxxdY-RN-&V6e9H8{{s#bWCg9Xp%~t<)?ThFnDpZS{Em$q*<otc{eCfhS
zHkwdCgiL=#_sfu$x?U}c&aI))!vduYPmSE4zaHfm8(ndKg`=LC$PbWAHNfdwNThu<
zRN0B!PT_;aoxx=Sv%1Q~e<YmFs@4}D!W(kF<%G%8Y+Ckh)KI_ob7>(7&Of`7sfn2S
z)o-hYk3awTb>K7kcKPg4rB4TsSy`iohli6+xCDfu3S69LL${P&jS92cc&lnz;-Y4>
z{7lMAz%NKNf#M^l|J@f?`|rm-V2l36zBM9v<U`SP;jlaV;!~U%C1A5<6l6@#2RWPe
z+;84VIjcy1VH)asOh3xEr;uhF36iqTVux~zvoYMujno$cF7gelwodrTxRLYQ&oM(E
z?NmUz2yjI2x2r*sn36&Q2kO9=?M$y~-$8U*`x@pW1OXd>-Y&Bh+N!F7;<=kz{Q*lK
z>Se7#+zf6l{iaQEq5Ew4g<HN_M2xaB(hN-h{)Dsfuf4GNJ-d+|g1!I>w2(#n4bV24
zOrJES@?QwB@`<L$;XPsUFVC%-lm6HCm0<7YZQAzNVg=QnuY8dyj_N9;Q6lg9xjbn8
ziu(2<G8GUL2}I&XW&6Is!urMCh^A&Hy<hW)TXUP`>f%k{Ek|+<+AU#ZjbD}oWGsGq
z_^dC;y?kwpxF2Hou3+L|%1P>R&FmpPy#K(jGYIAduqpv^AOxKOwpIy-xuEF+RrRDb
zwRQbUF>`MvB>c!*TVL>sy%7&nvnt4~4x9<*D_{RQ5H~!CU!>BMYcl;8+8wu^Bfrk$
zcRWMz^q0oay4T4dp;t}3dn7e&w!^~DpZey_Z73RB7lu7^9L2-tfoKMu4%W1xw_WlH
z$XVOHPeB(KgQO$zvAi6!b#VlNX9NP~+3$R8(%wPK;ErYq2U<g!R}oy1*;*Cm*9=EG
z*Xw_t2DZX-qI!N0W~^+^OU(>FiD$Ggj#MX)c7RgAW=1QjV%R|@mjCGA<WVRoFJbNj
zvk5p*=&|S!U=75zOpv4XsvvTo{lt*B%gS~;<PC6_AO3h2uSV*8_sC8$-7n8^5#tT(
z-MJnOH6>weU+aGNjgvPOlUHZ7fxqZ(oAf>U>QUNlcjtsovhiLb1IFONPEGo^HNsfa
z(D!O9f91g709D9CE#z6_>K|^cgI~Ugm(?D7Ni2-0lwmzOEnrx}!HWqDp8rM5v-qZL
zFo+-lK4jdPdJd>TNFbGf#n#rAZ~W6`Jxn1Gbt5uWoB@gL+N`7t(rH+3gL~AFOy|_9
z#JVFMp$==DZ(ccHjxCm<4!i!h+KUkufm>ALcZJHqS&OjS-Q#G6d78&+n17A!tOcCc
z;hAoz`{<@Rc`Z)VqE-K%n5~QA3VQMc`Ma}K<6F4M&*aeRP70aQ{KdL^#|R8-zb6x@
zQBb7_UEQ}tj&<#de{BKLC7O<oLQz34S=0HN$hz|;A(-?YiOU}4IPC|u^XpE*;YH^c
z1nP%ddXmwZ!#OrL!R$8ldGqMT^8v_%J5qlxa0%p)#RBPgkl^}dk4DW;1o$M-wN9+$
zfUOV6!qBXC2P@{Pe1w@bz`<ZC--+?y)@|rhC#R?Kxla_1O_iz7pZnO0zTFJs{RCA&
zoJ-H!4^Vf*F6-gxVv90~BNH>TDcHLZ#wvrkswwLSLLR>Z(rpA6$UT8-zhdha_at(M
z_ntbW`!PsK^{t@;nw1YY`d=Zv0l{^FuZ$^#3qdrTx_W(>uXoblv`_pGHEoxU@lgIz
zz9Px!|M6h|k>d%eFvo`J2zeND7~)%ai=|$c7G2qOmYwoKJNCAp5H}%UW-)KUjAn7G
zN2u;fd^U2&pUP{OAg^CR>Or=`m#uJ>;;EU2DhKxq7y>=TB9potJR0kJg6sZG0l6?P
z=gES2Y#|j=E0&_m!Xu)zfG?(E`0)WWDEB4R-6$jpFg<>IRlv^gKQvZwup$mJjOE8U
z4n9ObuV8oEYTsr7<*A%zxc9e(JLB=~fpGQ_6K0)$kdiPkFevIW<4IR7o8sbjZGYDN
z%=o3j*XTgR=;3)dk!$mSqpz>;z#{vYrK@xlw0Q`dJw(&I(|6?3&GmnL0);x;d`WJ^
z3N@Sgsx0qqG9?jD3<SUc2Mq%G9Qht1c#nu|0F8vI4^5l%)D*2uU=%tbU^QDiw>V_D
zGBr5y{x;Hl+f~CQI<q@P7@0sW%d51P+<l0pF(BuYfuT>Zus5Z$Ch36M04-uJ5k&LK
z+CoHyD9FQx5f1v0JGhDaU*g=N4=Ne0Jg?qS6;BSlBF{3r-9V=y#rdYRVm)tcd#vXP
zb@5cwA{O~CG1NPTLRoZNWLU5|#%$eea2vgkd>e#N28^o<#GqKyXQdSJ5BGM;!97Mn
z_qg*4OOe|W!XsyF8}6Ull+>m@gKJjhZRiz`FTMa8#j5rb-653Xa0ECDTw+*FZ4FxP
zKLJeox>^77SIcr-j?ANwVZR6J4Bqr6Y!ZJ)=omaP!9k0!+!9+}{s=4}5D^IJZdlFq
z2n@ss-x{V|cxO@h&wdJ0nABuo?SQ=2oKx0$#C)s@-l5tJYAHf8mcHT700F$6Grcno
zKkV+aj`UU^QMC7Cr&pkRdY(IOEHh+PYd5xcTgSTOsS_GwezQcQ>DZQKZ95fx40eg!
zx0<SeZ!^{5Dk}7P3kg!3A`b9}hXWV;X7`$vWQ7(dOtC=)IAA<sT@N1yNF+dP09=<x
z*eD6_mL^Y5Ve6k3z;om<9>Oe7E2mLhQn4pgA_xxR>{0ig4@GxU;qrj^kNm%5@a?9h
zrL}dJb^Tjz&xiCsH#XuScLMmRkm*46{R7>fg2Ss{QRQ*+GyV5#oPNb-v9r_(@zaLE
z{xJX|5@Vf54F>+pZTSIaRA)%i{Cw>@R8oG{Jin1_minh=%691t?@ez{&W`<){h$1c
zSuX_1h9#sxzYDX<yFe<s=WgaW^Snd!b>g0MzScY44+$?cjLEp#UMz=8#NP3PgMNEc
zJL)0(H$24>9_h7HL0z(lFI1>kO^cDh2$G5<drpOehOP&MIZ@G@XPaJleMq`(4|Nyf
zF$$yJ_VpoIwWA0j^#p{nZom8zNQT9lT&upK2Gsc8Uh?Xi!Dqjkh<SlW2fS89^h>MH
z3L7KiV_;1UDJpnB0Pqzga6pEl1q=X%j)skEdfMzYFAmVt*6IGtDp+sJ{=`h9)UBLm
z;y=hxz&PQfXH<k;IaG(N>oC8<z;6P?GY7&0P2eM^`1coUwkXc;kIol*yYol<?D6I?
zzUwS3M?&oiHigj$+G#+@J>tiA;q4Ku%BjRdHm+mjP}G&`BTJ1V=p81wSF4`i>>?9B
z?<4g-B$a{a1FbYW-H41*LX<})Sw+p!!AIuz9;I?5T*d2e0fZ<bffrPqZxTCSLRri~
zBBoMT{q0R<!*?A^N_D+5rKCcYZ>>L118G*u%DVK_qZ&Uv)FD9Uvpw4`n-l)<%~HxP
zOjsqL8L6=q2?i>#1Aw&IN3V`9t{@KXo(?K0wVQN6F+KOTJ%Ro{6Bik$Qqet9eg#QX
z4Er+PVeS&~NO6^is!cEz1vw$|?JK?O@>Wb{BYj>(R1+9*4xGL<^sgbr>43@j`)!~_
z8GQ609sxO?eaDu01O|Sp+Kmf6+JK)M+RoE-HBye<g)yvPaU_c?#>{Op-m>Y*+;I|8
z(XIcc1Q33e1%pCF>Ii^tz5>H-7QiIk@1m*vr{6&*hKCnjNh|N{Oxo(!A+Pc$*70){
zJNA|#Q}TWefJE`r2e3u!eo{iRl7Z04*;><3IB0K-)tF>Ctz|f^Wx1`xCQ8_C5=b=U
zBz5|>h#isN@ZEllq$-tQ7Kg>ct9B^BO_igDmNF?fY)xw(iB~TksGRWn?0I>|ttora
zL{`c~B}&B(s--!MpD$zJ4&T1JBgb=nDg3>{hJ7RIQwA@p^FA6f1ZS3rCuc;JnX;+g
zy{!ZrLKvaXpmW~$AG}4PR_mC!OS@kXbT#<%CC<vTrFa;4IBJhYb(T;RE(NG9JAQ%@
z2(r%OmyHnd0jKA)xPq9Eupj^zHWE_MBcu?ukkKcr8fe<gWaV1R?7Sj-Sjb|}$|Ccs
zOJal1klXGXC0pB{APgPqZAcZWL8I%^&z`Z^K#0&|Vd3^}A0CKf9k(oi*qe#0*LM=v
z3>ORm2M%TL7gpXmCXnF51~%XErKC|kV#5O759rhx5hm|-Y$gEh5r{80W!y&u;nc?F
zh?_2?45>U+tF+$VB}iZlbm$b-4p%Dt#%|x`x;t}@iXhy;<Qz;Sf;6uM-E1ueVsdxq
z4p~9c^jzP^uxNvo?IJAC*C<bZgvw$i(URGB8Ean1g&=b01;BrBkpmHwf!zH57(p8R
zT3y+E-e-kF($$MY=K_NFJ430dRxv{N443QV0xy)mypnaiBT~IbBvAN<UNL;8cYCsc
zw0>A2jBYmP5tVF$*3Q5S{chLk`Z{^=go+9BWuEPfe6D}RTj|<rb?t%ASR0aZI1xt5
z8`3mbTXKGBaLhousm@`waCRqdS@}4Hh}Uo3;vk1ZI+kmL`IhmMuLVCdH!SrV@g{z(
za1m)yDGx|ZG3sNO&3`i!A9|?g{h796z&Ivg;y%v%V_QNVFvx-g8W$M_)kJ*8{p%XK
znx1;tqJ6LZ>1m6-OH$7wE@L7^<2*ocdR~sNh=_0Ocl4Q@<~CX$HtVYC0IqY$5RlgZ
zQQLam3F&IEI|A<zSq%TDOh^6jbjap{9fZZ-?J0vf<v1EZsURFvY?0;O59jRf{)oOg
zmBu4r=oupS|K}C&bfT&Z%V5JmLrQ#I5jO=){#m-Ei<~A!Gyg)h?v%r6IMxIK%f1YV
zLV%m!yoCQOEWZG%u!u>PFcf9yzyY^cvcE3#026uP=fQbQ-&>zmr7U^qde3b|wp1oD
z0vR~XW4T|EWc!|wLi`g1UVU_3L**GTFI_~s6t<Q1c#d8roi~F2vU70=Rd*ps4k_-K
z%q3)JFoFld*AO^=_XW=<ttiB_{3VvoYGLh`A|2nzc8w|vSBk2vw2!z|yZiA4t?2%i
zb<k|q<O9y`Xmv-zelTG1OD<sq))s$3wlj*WC~MJvzZoWlFh${K<S+Y1tfma1oz?eg
z7&KDaG!bHI2$OIKTjipw!yPFt#qe`IXZGpnz{RZ4>i@&$znk_6J!eYC($W^fM^T~|
z-w6ejD?~4bv(up#N`-9_<Kn2~=2kXDLE6Ioi5!sF(X+AjZ@GYl<e-nD_~G<wgXth1
zFbxq&tH~#2z-|2dluYJ-N*F|16ELSSK{BY2v~emImP`FAIelj6{x{AK@i87B3)H1r
z0=Lxh|D8>6WQ?4YMKBS-_pv$S(tz^!q`LAr0C^GVY}-?1U^U3ep~_wmYqp*L!?^b3
zI*ESh^H0y{{x1y`RX>OqO_|TXvhyzPGFpdxD%PgXUyZ<Q*sQ*IQ+{0;2cG#@*fqaJ
zFtiG@eTH*pK5yckk7!bVQQ7*VcJ}#ZKt>iYqv6d!O^BrlQ)lH1$Fw6bt4Sx%%Z${K
ztK-d(-Zi`T+NTru;>8Xc4|o13iR8C7=Q)DNk&ep`JR9L;JW<83)^5qL@2I*M$0Awc
z3$Shl)2up_OD9Rfm63>z0fHB#HpA2W3@646T@@ooKw+W$JDraRTeq}f@OX;Hv4bw}
z>*no&<-elk-#@U1&C9c~{7SFt%qg~H122j!KHcHFotvJVU9ns{(A-2{?oj$1e&qlf
z8s~@MpVzGvyLDOx{~yzvTe4v?^B0dykz-Ze3@rPcUN2{qJ#Y(wKlb!JB(K9gg?j3J
zsGiXum@9-h`L>9IJPE9%cfJhU*Uy0%;C=VX4<N45XpVfQk^K8l`;Aiod6$>M2Lh*e
z85Fwq)y4d4$1YlzD&0302W{Q?j1#9f{ATA099xmWV|ZR{jNf)q=I2nVccvS5DtAk@
zk-YC1FjX4tk`of(;v_B!(mWD=<m#2}?B|b(jvN;wdprHgU}?I3`paO(X`Az}j8ngC
zH_^nzic?>_=V8}(*d*dy+x~vngOIl+{~KSwn=5yKrOkAh2=enc+s^%_>z2NvG<RlX
zeL<Vf+kxeUCH!G&s(h}mTKv6O_htggTe>ty<SyHC$C~2eC~KpbZ=&DV=GswI2~ycj
zP+=18|2u)`;R~lbzo&Pl(a-oGAOhe~hzBS~Y^bFZldiAoRe<TMVv-?#CyaT*Crl<g
zv)-RQjGsjJ*7^~jgfKB&of~j{=Zovllu)>NmAQ1fhgOVn-C{lYIuzJ<5mF}9)rrZ;
z5Q7p@Jf0URPxG>>f2X9|Qo&X${hO&=AKt{@IwPd-l{$l(>Xl|c0>sX){vx7wAMCd!
z9f%qPkK@Q9d;5%-FyGiQIA@>n64i#xjtX^=-?T(VFJIR6Ixc%SP#pOGVO19S!?pO0
z({rVsf8q6p>*epQyyC=*_WPpWx$af!Vi#kXA#uPifF<sM<d@sv6_YnNH&4cIvBbKm
z{n_Au<Cny&)Ahii4R^{Dc68O@t}hUe#megx_z@Idn~&NkD7*QtAGc#UHsp|)4*V#?
z=^dcXn+nZvx2F?yo11Aav&(Em5u<552pNcr0=m@0cio>sOEIx2wbbHz@9F~U<-|Gf
zX1p^+>#0vrADQxZ!p6Fk!Rb_-fDT8gz7KuhzLuNVRHVDRX{xPSmlnU;628?RC8N^~
zgkW4+Qe{Vx!)_&OzaJ*SZ{L;x_lk-DW91%dD5)s27|v@vW6h>4%@r>^WR@o~jtb*0
z-T7~Ia4XFgEwMg~-}z0fsd6*RmcWvtyf?RApddi0erhtQBd&=yshR)wjSHxIRegJG
zd4Q!O4%3r7E#lc8w8y$OLV@RGZA)`~!ErZ)mm6QPAKc6z)E*5_j6QXlQE50>=qp~y
zcWlXkH`7AsV)H12Z(H&fh5shQNb|7*kKN+Hn7LP7N$D4F%J%Mx>E#hCe5JcTwo*r(
zzNMO+dHypV5jJtsaK`*69xQ?36@EXP`cK4=C3L+YfFi2xQ>4R>qgi>)2j!`%!BJ<}
z4LO+zCZ+!+JD64@b+O@L4uxD=)~PD`hxcn?zkhzR7Y?c5`x(uq^ukfCPdT13plGN{
zEh8nrd@AYY{N|QLR&3M+>CZ;dyfXM=2O9d0(6w$@UBY+>k-nPY@=X>F32?mVH2SgN
z823jhj~5n<`+nK$&zM1e`T9**C-&gawq41S8DXLN>J&DN(r7B4Th62UILIJq#CoP?
ze0zVjZLM<Y2g9Irf+=YK5TUz|%3nToGgVWnAp3DK=4bxTy_QDfD+xo?JD27RMq1<j
zET!#Zh5}(9>QeOgB3>b@Y|D>d9+;NUYSOA01>s@FBqd4d>+4fj6A}?gg(?<FKS)N#
z`kqfE6{-~X+r#>L=Wp;{h?dQVrUK-Ev)}>2I=c;?H@Q?#A}Qw2nhj^$Wt0^yCca00
zjZ)Xu5_h%ZeiA9t6jqbMf=T)`I8rZ7bi?xZtS`y^GS54@iF0_!5Ws|NZ4>PuzY_Js
z-@?X)1k|~d^-%?R^kB0`%+XD_%1!{~ixVj&(P+Pj*ma<t1-TThD|DHlywe?};E5mK
z>!B+-?|$2dPg%6KHhMCi^%t&?*Rc?x>^F$8#s+rCTj;rJtThXYy$@HjQ(V3<AZNNw
zs^IXsamcruU}dBdM$0B?tLcvRkv)+PzmWH$etT@oW4DC)34+G{LEnTnw==Gr?!G~f
zBr5hUGAF;|(7QyAB$K(Tm}0WxhTNYof@*Mp?p|679~ZlpWP7!advj@NQ}`blrT0zN
z;NyOm6FZJ=sS`jI@kOAwuO%Q-BrnW)oj@rG|BOMSciS(=|CnfjsZs4>N&L^v5drAY
zmAW>=LdmsuRMBUwRc`zJU)m>4!~ZPNaZ58kxMxU*>(9RWwE<J0Z*3!OpSc(f`q5hO
z`o_I7dAnNd0#c1gz=ZXE;~I{^$(C`oJIdrFi+b{qC|+Jhrr<+^>)~3`4`-C8Ptww8
zk}St4xEDo5M6!Sqj)M`>l98q^f3}>m{tAJn1Pbe~IC<TDnfZs{*nvm6r>F9$3jqJ1
zB<hB+k>ZL9;T~(jjwCahkp{AOhQuZQ4K9l4@Cm1`O`4AL4<wzPCX6dOi~Wz}1sd$H
z0Q&2N$X`P+@u#fU^RY#LzAvlH`<?${Aj@mxbKQ}WIB$FuXYHyir<IPDxrt_BkP3l<
z-5}{RP0vSA>MTIbg3z|&?kH{rHnyP|nV}<jlZzEa=Co7v?pO%~Fh7#Pld45;db_O|
ze%P`Q+qEO{>yc%>rE$5X@#=Vw_V|-RlYs%LNlSEZeFeS){ae=C+fVQB1r^(+|C})F
z{krfBDX5oZBvw6ziniuyUG~=}SbcoV$>(fIYFFKlcjv#yvHvU8nqR4l3jI~EdKw!O
z^9)L5>gqipt$;hi^l5HbWPYIngIL0t_8R)6<{CEN9Dno;h56SEF{nu)!GRKxx-}g;
z%(bO?tEb3g>Ge%Jj~$&!Sq!W0RZY(uOA`it4*2}?lX<Oc$=_OTm&{fQ6ohUaPUifR
z8vx^f1I{9AqD)+Nc66`tBU;)J1Pb@%k4}^Ny;t{;9(@}4{DP-%78yxNlsl7Ue!GNE
z?zXHR?t|n=njIj2f6!~RkNp|9H@~&m3dZM4j>aW7!CuNvsnat10|Hn7cxDcM!B{^>
zsq5l8PXAFqpOsD7xo<YNH03+jjBd_}Aq(`bYJt-sainoqS_1OVN#wf433j?;38k9H
zPqbt4O=8!Kaem66=IlSC$+@sO{UI%;NziqlH<wH>m+V2Vu3)b91Ne)q(#N)X)8c#&
z8A5Q75y`KRjZ3UT5J7z|btT+Df4>3cVMNkulS+Ia4R@?^h*M9A#jDh(5!)|1O_wi|
zWm5T4&tli|eO_q1Iq~We!G=8>oX=9m^AKz!l8rrUDHT=iR7dbqwM?3)ALli{O4p4b
z1}VhYznrb<1@+Vm8rojt###2>bXZD3a_8!6fi!K0dRK0m`WTkk*KG|AZ-4d#>EzYd
zb02@T@+YbuCH)j<DHOb5iY%7X(9keNVUJZgC_1=DBBrT{xH}-KA)oThRYBPNA%E39
z!kkE0JQoMx5fNnE?;)$&Fy-R*)=F0YqIE6UscNG|d`BEsQOQKOC^D5y*Go^DpWS~q
zYGHBI*BDdbSP+pa`L9cPU_0w;)?zC{#s_pXp~Ewi1>QBk_oA87r%cz_suO-zb%BR;
ztedd|BJYwncoKhLHi*8>SCo;$H!)l33c0n(MRxm*-1f1}*x&89ruNxPnmEr*%TQ*m
z1DB*(ndPWtUK*j)ANWRhevE_mio;Sx(yE}@Lr*W~R$15Ia_o6NMWxlMxvWdP(q9`2
zGTE;9u9Vk3*OVQf4Kk$r_+JDRvMejo{``o0(gOT&aJ4|c4J3My(gs1sv~83aPyg8W
zxumzhiv0ZN@lvkSRWuW4YY#Rydc!>qu12?#QbS6EOByxt)5(X%9!ZQ1kZDz31#v2e
znNkrG5UCjIEZK6PKWmIoh{KE1Za%?2UzZvfUU#bTyfCk9qd8|jL`4=tLLLt;Pe%VI
zewRT0apfRvTZniO0hjOz!9#P2%z7)`ee<x{Zn+~9ZVX@&c8f>K%FBB!x$y9vFV%PS
z#6hM4ad)s-lqhe=$j_b$ga1hb+b&xr>iqeXzBNZj-M$E=)gg!X=)Cy_xGZnP;6!W>
z$-^D&xHRV?VyfYP8#lUKpq%{>@)aRf69rP+1ptQmB-`tK9NW_4qqqn8QAnw#u}9uC
z-#Gg|HC|ZH=uSJD9m(985Sw(k40_F{U~kU~V0^K8;rhj%??j=xSmz7OUH7qD?wr1Y
zFfdC_^_Vrm6Xv_BIwYmWHZz|S)9f)5jL&4~pQpIpKfe|(_WLXUXW26<*k=D$no+<5
z94CG>PkjV|s<!q)m>p1<V)-IziDn7*d_w5R^6XEmi4W}#xZyzh4B2VDLse~&gQg!^
z1URCk@CV0~_LF*giS@rg>G*_)j;MC9D}Qv@bSCGO;=o?H{K${}`6B1@0#2yftzH-o
zl{vJFpAOr$m`OtWjjv8t`(z%48_#<}&!x#HR#%ghB`c?P%GeI#6$eeb5GR^z9qr|4
z>^uy0h9Cij!nJV^IESq3aT=P5uz~dYyB*TM2HC@gbSxRZ3l$A&7_ZevfBQA^d>2B$
zo#ALLpx5x7vOcSVMI`}8kEipU=uf(fZNYKv@>?n1KfhhQzscX6@Wdn&3Z5#{GOnF%
zg4t^^kgxxG9?@U?5^gbY`5Nn_%<@CU#%})?-a_uk4qdtOK~#$$3Rq+w!qwoN)_2D0
zFnFG#%-7(R{3tzM#Z~yuyZgQ7wYXY@%=rRU3I!T}4}GYzIe*ezf7t7dQ{k4EdUG;3
zU+lG_{)K4xiO;xI9Zd>}lOS62L!iPSeh>spT5{Fc&GU4vJWWe!3hk2hrjny^I|zgv
zkByV0ozDXJ0-0G&O`8Qvu=F&z^})c`F@7yt`1;{SmNR2&s*cdpD<leH<ZG`{a>e&e
z*u5Qjw=*h(@}_tdTM;CBiD=P)?)8^FF|n5$y^R7HdwcHZVT!dsN*yVSJ>zjv!sh1Y
zw8HBvw3ysluaunxiL^hyMB-g^QP<dj5DfUJLk7YCdz$8PaY@PNgVTu$JzhlYJSY@`
zNW72n1#yw4q($as<tb%tcR!0bcE6*|nF=e{U*z8(c+-~snon*Z%js@Q@COY1zTqrW
z<>t)1XhXB(6#O&KLuDv(5o1`0&O;Q_>&yNM=RcYBSoo5V`9uX{uMg>n2)=(TY;ZnT
zK{2=wAJ^5HT0$ewf_tYRMSc$5!L+_Vd51wrf5w7O>-zv1_c!VGE$9S<Yri+w>?$7l
zq!3QOsQIm=#{P$z*ZAC%^Zls&m}>O?*rYGjt|P9~+_-f;><5e38D4=CjQ;%_I-U+q
z_VorT>Q-W-tB;{`f7Fh>nDQol@FE9ks4;FUz34Y~*&9z<sBisek9NyYnFVyPGe5N{
zIxK$S2D{O_RoTt4so)@ApZL2UHr}){mHvB(C1!-CsX9(pkGz0{{48Ip#lgbNtX{j^
z4p;<COw<bsci&gOy<u>IQ^yo?Eq#EkpqlvtQjj5VxsP>{xD*trU`7F+uX9$mL|jZ%
z;2P6vTe2OM?D4LzN(haJ(ol+On9n~~)uJY9n^Jc*wYE12>a3qqVi$KUFiTQRm9Lnd
zQ+5nn6=jdSF!DqH1V0$|?aca3IAZy<d&BZ+^=*nZ0|^-#rm8=d_2eCq1+G^;hr){u
zI&b$^enra*eWgtq$J&BC?T}tFpM)L29O}_Xc`>p8mz^q1ALu3vE)$BO=671MDh3Q(
zZxxnCHwXH#PMN+=t|WH2_ndwsQX+yq7h;5WO2>O?-_XO?09{}^)+`m&rG3Bh;KEC2
zYSw*6mh|0db57;=m6cU^hK0(Ws)m!M<AWkb^~mtu5P8qWjzD;olue&`V{BZ;o1&$8
zGXd1I48P-FXw70h+*>bv_%fBiYMm}DT{WFQvGuw+?Vx-q@we!6`(^(dVL*06HaBhQ
z5t!y>ltp>M#k^sckI=gVmz3F{CBdN8ojv2QUsK{+$y{+xOvchi{uBkx)P$0v$<cQ&
z##49wg6|u()z1AJDc;yrev@ZfqGif*h5dD%YG*4<`ey)<`0Ravgb2%n_X5HeAH*ps
z|LGZ2L}UG0yuQ7l@jgSOW1uREvHj+C@d{3qL3#;XUn5U;C$)!%FERtoR$tSo_h41N
z?egF~FdNT%Zfao>4_SmWdv=!>)dB8$NNIQMbs9&*Jr~BziBCtwaT2kE3gN@oY%m{`
zT_Q1Q9TQ(3Y`qH?IVO_mO_UdnY@Wk%2L$Q52rLE~+A_{HNlF@6Ea4+XatA(Bq%|}m
zmy%e;JqU-qIqYNqduN0RYx<_kc&4)N=Ita@369MT3TTyx14hZISgGlpC^d0naZu3H
zzkYw*j09r5RTrM+-gc%Hf4N*!a4KbhMoBdj9}T%hUo;P(BOnw3U;A*TU@{4R6kk+!
zXl-dJO!1^79$S&#ZB0JiH~Vb-{iBy+|6=TWJoAf&Xxw7~j*<2}#s9<7SqEj=eP5qW
zLAtv^LL?=nJ8rrJX(R=tQ@Xp6MmnTR;E_hU8>Cyh>v!(&`#N*|;V>i473b`;_gbG-
zqikn@BV6_T1{{})lr#JO_u{iT?}7yg%UYY`$4+c-bPgqv!^RHme#N50ZsM;pSKLe-
zG)S8#v6o?%(n7!;${C5;^ZVps!snQ)<r<~1A%50`(~DTY$3Rm1W>}b)><!nCO>8J_
z?Fb6xfS&+O-NMp(iy<oVgGQm7=NBRCy5f7{Kq?w*9xJW{u-E4nP(bkZ=c*||*%&R|
zeSIvb3Tx-B#)zwr5Woa#c}B8x+*ckMPf?;+3`81l(_6<oK8BT~%pWzf&kS=Py)FpR
ztPcsx)P^zB?9+0v(e&vDAvIqGV%x-3>Th$X`M?4Vg8X^_T!nDP14@)(O<~_m(7+1@
zE@-epLlJCXnoPc*N72tS@gwDF8X`3&V##+sf+NMh-$SQWUHLvgTFL7thaV@V7b-EK
zA-U$T6fUkzZ23zByGZ!bNpm6q@qoR~9c0r$Yx<ct1duk@_qdalk3TGNa*irD=FYEw
zM3k2W_&j)mBPPN_s$Zz12Ifk3OJY58RX2COL)~n=ZA0#evMKOND&~lg(_x>CcDa7+
zWIH{H!P;eOTJ8dBXLztujB`!~*dhty6P_R|Oi-ENb7Nt4!|GNbnFPurF~VU-DtR55
zZAxarLLB}(scUL(ZZ)8Og@h`1L^5a!Qwz)v`{J{5vWuH*9i{ZQ!eaGBf!n<A^gs)N
zLggY8Ik(2mLYo5>+_WYm-@9OdKt_5+^yTt3WdJZ-v70yW)GvY9i!A_ik$!U^OMAG-
z=!&DEX<q#^d4B#M9RvAr^WoYU8jJ0k@!=_twT&ypp#J+-_-;Lsr42^yp!ju?;5cKk
z^I8-!Fscv%l_ZFxlLUOX;$mHX>WTjjmxkueZSLr8F;@Smp^4t|nWOI%>?g}NS^lHj
zPl+72pjg?qBbkZ)Sq8w^aagCv{H~6CC*RzcpmsnOmNyeOL(<%2Yb$=0B>$C$VByP3
zM*4r~^nC)pMWzUG5WH>XMkgr`xA<d%01?!UEG)2o7YFotKLf@H|EbMpQlSjg!Zr=9
zNG_dqM*9o;kCuo@(M!f*VRu=x6)~W|0egfd+z}e|=74B{?7>7v8S{0fh%NxMX~Sy)
z;N^*SFE`-+b9mlmQ|n5X?K<;99b)dOT-?ucw%=?|GXKU|fO}`E=@L3epEEWZbDU%R
zZy`2l0(VI`#_a9HQ`yp6i_5>IAe0V-l!CM88Gu_tgBzXJF54FBe3hm*L!LxfeD4!{
zPDZJNQtOec8Lx8G$1Unt*lfvC&?Ei;2N#G8VtEd5O8Tz`GI4r59~$%@@NKGU;;Rd4
z$O*v9GYvmSM1*0vRvUuu0r;<ivk_G|_z1@f8FCTe5sn(jhAL3S5@-+TVYMR<=<VH5
z+6~21T1Rn;Cx~hUkM`JFU*u!^y7O}XUbkY?eajsUMJ6n(h)YYGw?-!m({V6#*exL-
zfAclV=$T2U^(#<*ds=Jkf?)}boLcJVDd>h!T1pL48i8EKxNa^{`P#9qBcBBiMNm$e
zV!BXlZ~XUJ^GE9Qb3p<+EzMx^B@v{oos!ZAyKjY4i7s~|X|>MoS2J_aku?BL02j%3
zWkPdwk^frUyfXVQv{F=0N1cH(h}!p0`d6<5*H`eK6i+?f;Ijhz;~BskIPd>R4af(3
zFwPafOdt-*1_u)(@a=+F07MP^O~;5P@`z8G!p3drnvl2YH0(RzWB|a(0jzl=vf|?d
zVV>j}Tg~w1@QtPdj0<LBapvA4UUfnwS{lDr-&#1&)vQX&Nl;-i;9=%*QTiP!Ap%#_
zW_KViq3f?Q(#|y%d22MlbF@5-`wh09f{FSnUF&!0z-?FQihJv@=@+mJd^G?j@_Mts
zDcf;w*#q3Gk40bFK;sj9h?kzi&_IhCCn1Zx?TW%tX`by{&DXlZ47?No%qJZq`}Zc9
zT-&dNNk4Q&OSbP$J#I<A-it^wI;BFv{_mpTvow&9KnHo?#`Q+}b>;G@p3ew2qutaC
zgp`#{R~m_}KXB0KxIph)MWTxRv{w{C0Fw#H0%7c0e?hDWTK>3B<ZSxs2^*}``uPxt
z<<tGu0P~rZ8g7iQ2_ucpN0qBLIe}#f$;rX_Oh5z!@+v;>?^{hJVqrq!u$7Ruf^@nl
z2qR8(S}PH_Q~0}#Me|fI2!fW##S5?}tXfCkfmh6No}9>Jk>d>^2FY@?p-?lTpgkFa
zl&D2{I_SwmIsc$w14;1(HFq(1BVqs<F<}L4Gb^0WNXIgB3$yhB0I9<T_A!9SUG$DA
zD+AC--h<Ppro1v1P?~@U00gk+G_83n+^GI@bWur)ld-ksB^df$8x~KCQ@VWeqp;o-
z9Rf7ZqAxNg$T3|>GcBmEO}RGG(<TySj64EAD)<#vR763WJvn}c!yxEGe9-bG?;*Jf
zBvYF`r2ZUJxO+{xxm=f=R;Ns5{6`lhBS!SPZ{5f7xi%YEHc(+<Phxy}J_?m~Z&IMG
zRf%IsLBr0nGX+EEA;*M6cCW>G8S(2@>AK10m{JbE@B{vw_~fCiiVCBcYN=*sE7A`g
z+z5^j{~3lV7f9^|6&2u{|Cr`8rAHvY!dfKV7oHz(GaDbW;)cVtTw3WnX5O#|N)UKV
zOCA8N2qVF!pZ7o$z))4i>=_FPLe0z1pRty!X8_19z<5@QsK=N3eR!46B(IUxc;zV!
zxTXrz#7F(;FSuJE1^OL>@^_+{_Y|?nphISkS8?nr2wE*5ehn(g2TMt5KWBVT-mGas
z2&}FpF9lboS;(u1%{mT2dl$T|r!bbXLdA$G!PALx!P)<a)6X6)EfKr+ro!vmpz8!+
z1pxKn_ufcC=Y!A1kjKHpuQ^W0A=8182~GKFlMbu2M>lcjv2Qq|W7vsHd5Dm%5#-E3
zSwYv+uijQn#Dizw#4}I!OArk^%uGHaAfhw()f}b%Tg)Nh9XWdA;?M|P2kbJJ)7#}#
zY$@#GDLEjA2r!IHB2mGBRU5|+j0zm5wnQJ0(+c=8gJ9dRw~<JjVSfxj^vt_T{KTD|
zn+>UU-;~QO*JC>=a0759QN`kDUA{@P8G7}1s`soAMZ~3J(NswLqJuEynGA6dxa`^9
zAyux3Cq*X*I$P58hd<^Hb?X@Jn{Up#US72bgV1zHmb$vS1nBjrey-5g)s=H{dY8|1
z{!j2EfvPB1J@(`J$vP7?WfpIdT*%fQBpmO^S?%LW4dJjoM^U~vTdAeNa_Pr<+)I+G
zqr~C42WuvmJ8Xpb>8Y21l9?Kd8IENjoq<+|l!R;>QCwsBdj;D2j#pWGIO>l77Nqx^
zPVz?NsjsSRCg@~}@!h$>(iQ?MywF+cUtaYq0k{%2IVwJ^Mb-Lw<%V?K-ryys#r+3n
zTY*fGJ!QPtowv;SVv!z?Ura{H0(sjn4r%dYV<Y-k8FX}qBAs_}C@Euywj+*?Fa)-e
z+z}v>u-4Nsg8?zQWq-GG@oB<noaD)V*IJ7!lR7CbwX=s7bW~w>uJyx6n{Ldzes<e5
z^ZJAVC_#|;rNio%%wEx_4`N~zU`lM<E$wu3`LMrmkxRIFP|jg-oRO?F+V;qy{qC@1
zfi0%Ij0K<};c|SQP%%>j*8^ov2ioiQvS->S1kh2bH8jN%=)n1<Mz0dInj{;p2W!b1
z3R9GeX*oDz%gR_llRwtC%Tanx=T2V?bdkKSkHT9u0cA%iwPuk@+`irODj!h0@H;DW
zMGImw72f6EFQ}j{=oa(MHtb*F_&A&1U0!ryMpu@hdAV_X$XSkV&SP}#vZWoDgPU?v
z*U{fLQy=+VZzhHXTBpQv#g<Fwl+D0+;{lN5x9bll{14xqnIBK_aimppt?yo^NnbJE
zjVcKCVl0qFbw6yZWb{v$s;9rKhu*s4^D5W_3Oc`V$v3J5nhyj)HpfA9ajbo^)s5YM
z!GpsH;otr4?0yn>v*)EJKqxFs;?)uw9BXf~wxP-IYY=QTZQOo~XEG*IBQ=9FS7tZu
zch3cS!cNw3sM=W*^XxJh!KDvdmO`1=SY>4r+<U6sXc0r*i7G;JpgIK>MwMp3Jm&1x
zr{(OFVD+bBX|VQ35K~A#V04#t4K10XVeG*vYoN8h3cHW7+fmdB!v<;=J8{88p}GG*
z^&QX63+krc5qhEHTm3@6=F|C0F8cUKs?z$XU@`8g%;J!Hxt{hLkIi<EUoV4gLU#jG
zz_otSW#ioPJZf{hHKhU)T|jFGr(#g2QcICRz3l?sOgBd00g^y>f4SdX-T6%7vbneU
zja|k5IJyaB&nG0iJTCiIg7s|!m>}fjj7Pt}AIJ|e+rAzAmJERj_~3az&}Rz&pby;z
ziW*JTK4?BPZG26d^f|Z7VnC&b(Y{p98ztQ6-`J_E0b4_%>&QD`=WYQ4W~j{e?mDyj
z{mJ7+sou5lj-!NJ>lH`8M$sRBq0mJ)pe&%2#6tL`e=*^z(wn0#Z{<gxr$;JZ8T}y|
zo(IbjA8__>tyt-&jG|Z>^8Fcp2Ye?AP5LCIT$_Iw|E=>U8NxSMc%<AA&HJd>q`D-#
z(gG_b9?KO`ylUb94sOm%y!@y~bF^_qw{1b^o>%v;cUxqs=b8FOwGjE{sewVKUEcY^
z>;3C3JJ7{cg%^Vh-tKuar^$$-vo?G|^YbMJHpy3H{BiG{cj8i0`|+oW^5uT=9vWWe
z{ne15L({u1_r;8+k=k&0hCgdcQV#EQk%EqfGanzq8F!r~!vp6#e9#M|v&P+*bNS-F
ze-D_0M&nSx`#x6fMCRdZuCK(d?i3w5Yy^dys!qR+9rjG)8s!hPTWWMXZkTgz7W@Ej
zrYjA>1D!cFuFT4mx4^>$*ss@&Ee*)v+1+_}l%SmH<k!|F09P_VfamyKzdy4^s~z_&
zv$GU~;L8WYsZECDzt5#+j(F>?N;c$Mc{D#SANKf2$$3LDUMfddY}toho$6t(uUkjD
z|8q|1toQ=!70CvNK;l8H@7DR7s=u4DA{)>#*dJ!~(_?07N6$DDK}MUp_f`p;6NQYm
zpQjiUrD>~1yw2=bBWEk9tJ;WdGQQ2{o%Ix&V<nn=u!)<nra2%d93u`K+wIjn?uYFE
zHeB!3GL(O+5}xl6_!&qL6vh$`Bit_?F*Nrpr+>WDjO!>t_Iwz1?s`2~oghE)@yO3r
zB;<LaM@5kEqbmu_b+F$jvPtAa59~3S$L-?vm5k7*eoeX+ci4Q0%Hq>pUP$**&IKnZ
z^^26V{s8Ike*nu5^>Oa|^_tN|)@Z5(24ayQ0C~X7L0)8o|93o@pY;*Bl>~O;?>^=a
z91?Z!N8zRQ_vvMl8U6gL(D8JQ4ooZn=%JqeeB;M^=Oyt@HVrG-`~gUnjW6X2<Yc25
zd3gyUd%I8>zeCRy0@3qS8`wZj1jzh6Eh8YYV`^t2eeZk=Bu92~dbtjX?C*@@Z`y$x
z7F1!i_D`*w2MHBLuR0HY=<moy_j_Ld%w=MEKocxF`lwfn(>bQxB**9WH6wa}`;ecR
zCq=t4dEKGt%{LNE^~YX)gm%nH%he!WTGaQ0@-v;H+t8;5ePUT4yngYpy4d?#zfja^
ziqnq4nrz|q!%ZhhHUYMD(q^-NME8oa5>{gOavI#K2n(hOke(f`Te4&d!>nIKy3?v3
z)s^mZ`J)^Ky2OGbvUrt$t$&ixhv4iBvm@qk4W!>-Se!X8F=w8kaau-EKi5v39<%-S
zw4c(F525xstyo#Ob<l)B+y6p`Zce-8ZoFuT)gVW0-nk#gZIHQs`&*@YU?GYCt1SO}
zqE2i{?Dy|uK6zjm$F@DSuRP1-GNFN(s<%KFOT)PPY2s;XkT5=bHF|3c5BMrZ>&ArS
zfh1*2=-fN;NSbQnkI<K){%F!U$y;GCa{Tir#!fLakaY+ohLp%UgMdF<Fk%5|$n2(y
z+_{H%{@n0Dtq6E}#5~p-8oMq(-1V98@_}6h93}vy+8=oAogVSjBL@4ekH0M>%(~kS
z{N?9$s62@ykz?8_DEY$dDAAXz5LTrip%91oO~I4?OhH#zb9IOCxomrFlZ}H0oIXi4
zrG^<XX<Y6#4vu-Nn$P9ITjT*$^{CpjYIi+?Osl5FUG^l|=*GeI_1swh=^op}&o83o
za7pr)!~u{Y)rZlZ0f*hv8_>d0L{%cBR1ctVi_S4*EOweIPUPRNf^|=+E;!2e!)<&Y
zZ<1;4C0}FFbuIh51DsfXHNb#=Y0Fs%X*&03oLJ#&A{fWiZ1KnGx<#^nNH~^3RIZpv
z)GMiW%n1{qF66UTe}0M3<+A+gcEX;Wb77shnQA1G?6}F0kT{j<JeoZWf?n<b7>T)J
zl#%JahD^<Cw$slqA%SM>=B#YWPDKrnRD}S=$r8L*{Z?AXGN}wrfHs&2rq9yS(wSor
z%?5>deE{eI47IuiMG#z9R#vN|*DK<}sNCRkbsW<Ls^j7idtGF=e_G`!(|GWLZVf87
z&9L~}hp53%bTPsO1yi;?`{|DE5@?+bR6$3>OJc_v<~>F(NcYP{XBuENpZwQ`)HXDj
ztX>qCk@2U~$UXiOgg#lN({FgI=Bv*;>{kL>6*}Lj(2^>uk5AL+No_uaaW81%?+J?>
z?=h157h=C(&k$KY-!7#qlE>2e;xNB*<Xlw70%nR~7rPCLnY_`Us{tjJ0S}R5YL4`B
zZ?R<iPbAeZxHKKaO>Jb9@FfUY<X+dU??A@;?^^RnkCT-#IVE8$J7#%6O^%*Zj~vpC
znbRNo?^`@W6F6ytndW4hn*(?&NN2=I%;0ZM*4DO2`sLM5$D8%JiA22lK@QT%<=t1j
zj~UCnw)6jmVbkV&{`M9zN{wvd5el0sR@nu*eUlBu&62lAraYo`^3U-f50I><(Yma6
z|5+&vNK{ACQ=jG9n0@klbB8#J$>Xe{89X^D8n!Qp5dFg$PpfuVps%p!RLYlUB)I{J
z{3^-kg}TqUr6+sIyWgq%Kf^-duke`FnWa-j6JYF;?X{x|=OsV?@+ec1r&_n`f)GGw
zOqLzleJqYc7cr~l=H9LLs|raBZvdn+eXn3Fb)$P)Au5)LLs$-_hi$R(NyEw1bFSH!
zE@~IXtd#3}dLXzKy$~_BEL0V>b))Xp`{~p2>LFmQ8D#l2@8w4VD2a8!rz(cZr%Z`9
z5^>4@#HZ$?spJOEID^{lr$5bUCB+hymA$i>edTNTE6i>6DawAO79|w!)(3OB>Z$o-
z@~t<o29GQ_a`@a|eiq_mW2;=?sgjAMC@d<fH5*LmGX=tJ5X<Gf5uTNrzU&{;tY5#y
z3zR*gY)w`*AX^mV(__!P=gq_bK}+--cEDx4V4gl=QPuWO02*O`aBv9a-tw*b!mC-N
zDLsy&oeA=y`>B=@{8bk$BEr$?J}Qo?w>QnGZ`hyXOR-zBBPVHVbbT$NLViYDkSJk;
zT1)lCv6?O=X;%GMaI#CS+gQHShjJp9dcQGJf8}WJ!7Sl<Kndi?7Jc+$1E1IKAY=A_
zojf^Zett1!Upr_d18v>`Q=VHTrI+r5pP;5Dvz~q+i53Jg_`4i3p@<x9!t9v*`a$5+
zwT9G>FD^X9fw2{viQF{peMND+Z)3g~Qg7e1OXix1uCjTccw$`Tu&qM_;s8<<93iUv
zww)YzqJCeBmXpqK_=Mbi=szpzglB7Gq>n@uqs9HY7{+_D8jTyO=co9xTjX<JR%bE#
z>35US`Ly~NtpYU~dXuWbFWk@ql4xlVGX%A$<4J+W#82-#r>d46lD=3<6%f$_!4ygb
zd1~7L=L1J$<_w^8XTZ044v=}ZAnzQIXr)0D6q+KLXZlmuhNHzrYUsFg45soE=&?W)
z+JKvioi@q9$msQW1%Bz&K0n}YL9a9}OH2^Nz61IZyGsro+rVXLnOX~5j;CV4lrA|L
zMlHgE-k9>l6eO!mG4Ebs`5OJ3zxZcl0we#)1ktyJ7RHJvt9gzjZ>hT@I4Vx{r7r%J
zmEohGr4S}QpGL=5v=@9x&62*a$YjpBqpWIs_B8Z6hK{TUC0+|lUL6`GejN(V(xdrA
zG>MFm=Llh1RSj%d`puu3ixw7v1W6u8G=&)tdKE+;{}W3R|20lk<#1r}XzYwNnB?-L
zz;J)MoN3oR{p&f2q$5X3)SvPC9M!Y?Rma<NeQ&Q90oFkzh9|cCzIWF093sueh>V7*
z-PbvPn7~GCEeor;4S>5_W#v^Si}jy@n_f9fByL%q3#@Y(G7YKc?<o_`w#egFuYJ8S
ztiGu9p=J~<BnJ3@$5QxNOVE2_1F(b5x9(pBgqNQBWiTX)XK)GU8uR_=$!PG-&n9F}
z;J&Q5X!G1X08HWF)tr$E*o22t*fxKp8g?DKLZRHfghs>guZ8@XB0wJ%5CZ^yWBwR<
zEzs}j&<G%D?K|!)0D=(!Ki5G3<0o)vLV$w>5nY*dnP2fR<mo3q^@L$>ZEpkYo&ND(
zpI;N^gCpSW0Yb+THomr%RidybhXN3C1xYUCK?(S<*5R|i)WiXujq_$kgDGx22zZJ?
zT=VT0>1V&Jjc-=P2``NQZ$bgJjJexNw#!Puox|zA=ckQZ{|33e8~#;;*C4-xd}!Zi
ze_dKfCp}h&lL{+W$`kfK1+Ft3V1L=cc5Ix@m5Y(cO!4<|<9u;jdO17qGy*Bqlx9F<
zHce7bXW(pKjCep_hy78RVaDUf-YdN%6WqZVgQ#bB#cv3&VBc&Qv$s;46Y@MasWfiR
z&aBVQs<nF|GbEx`&qWsE?~9b}*Db$P*t;J*J>LIOUgq&tb24ptOip~uC@KGnEP0gy
zm2D-2;mdE_0-fhc%<tP2k{_@&Ks;$IAUme`0RuyH)d2mNz3E`x63G}32wd<z!>y%g
zEB|=YTNNUUd%1`8zW!c``v40=AV8TEO!EuOO^VFFn*Kgt%a}>A#Vo_2(J_kDvJsml
zTj1BEjZ9M{vAy2Gjn<n<(a;oMhgpw{1soVps-&MFA{9u+0f5}zcE^JWL?!BWcze`I
z+&}q(o+fDQO#G-UV==5I1UPA)IfHJHK#?k~poC+Ff+9Nr+_r84Ex_iZp=o#V0HD2+
z78VR33h>ip;pmL^F-j|Iiya`g1AGtocVnN|;Z-$xYL|q2a-P;CfmylTOUCHMyg{!8
zoUfr5YG`+bUPA<Q+~Cmh98xK$O^rr#X7bK)-7G=2n~6J_PE8}&Ixiq9DRBQKfhjK8
z+~l}51JkD%eBfY6X>yObKhBSlmSjx7_V35M%a(XSNVf*-Gu+1<Rue`(N=qBevV7I2
zKf4HM@-2S{;~(!2*zG$nTn)cJ&;Z5pU%=6k;ob}De7sb?!;}k1QLk!GfxRENIJodY
zZOdwQX-Lv<+L)NdN%CeACxRps>wd*QtQCQyjw-a`MA~?Zg!A?xktkCr-Fa69yv_j|
z8Q!dAxT$(GW>1tJ<{Z+73jjZ^=yM@UpW|z3HhvQI>YBCuZ)9in#!=nq`u$-wh^9Qr
zE6fioU!#!OIi)qVHP=6IKUp-Yc{xR1UcG);gTen&MqLpQ@^p~bS?!NU37qjDIBTj%
z`S>&OitLb88<|#a2T6djV$qgG3l}pac7%Y6NT4-SPZLj^+Gz8IW=-)!^&B=~s-lzA
zIYhsw9w}Nn5Qs&#oz}k!kiK;O)?}uor7@L^4T{Q@?ofphHOyf==sKJoe;bp}1c_ew
zoAH>qyyzd|u3tY$=iAw-kk+^Ug$U@t0ltl7yBny`2pcq+<#3?6J3x~q^nAOChmS9{
zoVv#TX`iF>CtovSB;L|qM}0zAw6(akf6rE+_-|rjX*l2DgN*CqUgSVSmN&d{UpAPt
z^0~2#6N%Gp*S9OpN1oeVSDfG)G|e8l1g>yFIq{`(xz8w@RB3JM-2g@6a46qPpV7(v
z8|UoIZYbz5+xPynWIN^|;&CLYJj$z7llNi~#hJO5HWoZN?dR+u1u-c(`D~8f(lkbN
z(%On!1rcBBRY92HQ7vIx4Viyx^#k?{^HiO-3VX|yt<$v%4INTR;}*njK|<Dg?WD;;
z6W?gHJ)>?+AQTAd<GoJWQoCy5iaK~=>Yqm#jm%%g>?U<$P@P0xmGCuiEKN(HaN!{J
zFf1nKD@R(5W1lz2y^<DaJ5}e+K%Jh;WfGIzm)$@`=(2J#x!5Wa*Fojgvy8yG`<KsT
zQj-R9@&FK{N+QLNpRDiLRc2s#pN5+A+vKF$qlhTZJCb@?tGGBUy=K12Z`(`9uDH0k
zQ~z4XA|w*!7bWaJqJB(SZnRtKi=&><MgGW~-n0G%fUTQWTuJpH{eY(cyEj$-I#D@m
zTGn-?O@^@PV6|Nk`cvoyn$#dWnp@9>wCp-R`KzokvD{?doIdH;;X=3K?~WKA+Day)
z&@z^+B5Du4CjQ3h=FG~^=mN(YFVDD~mRbH)UQ6ohK5daD4`!T<D{&HQQ#AB+MegL<
zojftI4iAByFPrSyUe_K)DmmcjClZ-EhvT(_Dnoolbs6@Zu9r($`M=_jJ2r#<Ok+WN
zX34XE$0)9RF!ZF>`)<-p3OX<bJR(Qt6ks=+>QjmuQtr+Cg<Q^<h$q9o-zYYnc2OF&
z^37=Kdac&Xlr3kqC82JVKND)xe6U!S8GQCp^s*F^Yu7izlTkTT%56^iITc8PNsE;g
zoDYY|BUzFAyPTKaf_auKyd4ofEMxT8iOTwl3MEKfq<$nWbFKOl_n+n!Z0($~vLK0P
z_}O$q&FHvnAb%DS0gGT#*jGJ4Y&3v7eOEjc-j5sZg&yEv_y>Va%;am0yU#Ph;8EB~
zSP)ehG>em#&&o(`FpgT{_I5K?&<-=}+lvT#y*~&Zd225J)iJ9IZ@hlNHd^Ey@`o7(
zWxga&q%$NoQq*+ymj{elq50dhr0^(8(QL=fzKJG>HQo~xU@QO*eG%vd{O2S9QnUe_
zjGNIO4ytN;T_>F)A@oJ0;c`!d9rvETx{WV;fsHVlnoMs#$|-i{4eZ2p%9cvA!EY!H
zFD!c_AA$-AyZ#*3C90A7=u-7*qu=aRjOC-<Q^unbWx;lt2jj)Qkv3>k`<-5@kDWqA
z5#Se7K&pG+8Q((sDOvlz)G%bR%#2z7c5-DI4Gc-6`b0AGx_?7<QerS9qhzqsOrlVl
zy&_2N05_1n*FQqMy)?{I9b4K@sPr246{}#5(;)$iNz=D+&pzXAWm3wudqK-=R{~H|
zlHZ7a5#4r?QuK0wJJXfXMgvN5IltrBzrm_mxOO2iR+X%L#;gNrabGC&4QNQdqSPwR
zAB)$!I-ygFeV8OhLHY%-1+F-!$N)5tko1$VbItj`6{5Qipv?rWH=q$*JpN~6)iU$J
zO2o*_8-f+DK`bmyXC|pB4$~!qUuhUQwt9_&3LB?U8qXw%ek{iVLc8fXI5-Znzx3mP
z?+&yyl$4c6Cq&&*j$FM`nO7T^j={2HoHVj05s%qaY9{5`98B}<M9MSIVtu=wNC`Tt
zv8tNEx6ST-Dnw&JsJPImVGzOgIgy?P1r8j;O~D`-I2;3Qml~s6oOf#hI9T<3+*(uQ
zVavF}v4xKAik`iSP>oA)G38VFTIiU*%E9TLDaXiq(yKQ%<=^MwW&UCLXl~CpRnf0!
zIL9g4EwRba6^h89AvW*r*MyzNbEM5OIrk1Ro^4<9JYE>RY?U(RY=BaDbeV96YOg*`
zg=l_w;FI_UM+Uc(B$pA=oB0y%oFr4Slt|MF78tZSY04$m1+4cnScpyx<ew`&zq;Vj
zRsXl8k}GpH*wa?WBzsR@Jv)2kK68h;vvx^ZtRj#IEq9P9y#1f5)T%uE;5bWV#suvA
zMWh48%EhjbQQCgV?lk5s!L*U|uvmSe)Ei<(k*#46Z*VoEClEVY-j<yvMY$JZlIK^$
zECAAOtNPL5A~Uo1QDcOq!XP`H0sOIcD*%$DEaiiPgD(PEz<kr!g9V9;(?AtwFf&8Y
zv~{(?LJJz#&p#PubFv+%{1&C(wchYu*z*!NkRS#IimtA%#iPaTdkI@RAlwEF^D~wW
z*tJtzYCv%cn8c>2x|u$@^#L(v?_?R^yRg&(=SzFFjJhKb{eJ#kIzf3uttgGl7)?GD
zgt`f35CY+tc(nsViZc-sCfR`B^93bLqy5Ss5U>J>K|r|_os?QBjYYSy;gy&+9UIiM
z%)mapqx!L(Jo-I>1Y_Zge#1MTO+}&3Qjc=Gm)euK#Le*cmB+O<z^Qg-JKt^2ktM4r
zKNQ4tNXPE$`)X~qGsf#*ODJQudjJU1VK;O?lakCTs=-%;M+)aO$d@ZtJv*%zea*-=
zM?idk6IMTm8eBT)_SYF<yuaS(H;Vx-b(2IJ3^#I9Rm$-``oK?&AAWZ&BYKYDRohv+
zB`uB-&HAjZviUodqL5c-wEm`#&qAvaU&H`K0ADu+Wo`jG`o2Vg`4^MU`oMf<FNzCh
z7X@E!i*q|WP_tou^B1KtA#>!D{ui%Y4C1H&+c{tPgSuw&{k<pPYCE>AAi#-{1eE5N
zh!t?=l^F+!Q8LU-GVqxWP)bkAqU8IR)we&Zh<A~mx>&1)GeyMnDpl$jV+1Y6$$~8B
zy@fhPFxA?BXY(bMt_k1+!8EKuzC#rcv1w_=mgL`=w8Xo?Nh9Ci0S!vK0|6ljYI0Qg
zc%W&Ic~E*Y{nK$!E9Ip&>I1*OR)P6e2}JQb|F^Tve&<O!M&p|L)&FX$s$#(3xm*r3
z@TAtkJa;Qu+t9c-Vr{<8h7X289Sy9pa<aqp47|8v{I{y*WdOi{IsAm|B7gsgTFQA;
zcJm3HOb)N(0BsquO}1lGEr_>IS%QbxHiy+>I?3>o!tJXrjU25L^oYRkMGK`ogXSr}
zU)zPUVcG=_^Nm5Y@duU5Fz^r=wYe`ee+FQ%>DYt<;l`d*+vbuX3`>%ImCckljCTwS
z4`RHO4rMvD-G@Uo!LkxnlFo0Q>YT#m{W!a$`Ba|~MJnO@eK{x%Is<?k=udrl@!2Wu
zYg57-=c}bn&K_w8@}MA?ha{y-)EKdXJ=zp4!B)0;)p2whiiXl51?~gXmaO=UCQMNy
zmY{CnT3Yv~R7FJ+j{YZIJ`*uxErr+HSBR;bqVMt}xZ4;Ab1_5V!BCx!0-u_THos6T
zp+1_M023J%sXYjV0)jMo#3OF(Eg~9Ffn(j5>BtQPy^2M9huHe!z-7L9Mz+qQrimZh
z4<w%WTICI>c{^KMKP|^7M)?aa=<Wmp*yZfOL#JkBWGoA=&zmrm3Fyc|1luqb3LXLe
zyQIV=o)9Kk9l0KPni6b!G)7+A-z4W+1U1GZ%d+xqOz+&sKQSmr^c+Jogc&m7z-ey9
z-a*5YP%0kOD4F0Q^#@U%P)t<ElPhd*Z>O3@GoJ2jV%&UePoZxQ<K^#7AZe~k%n&T;
zzL6$CkY><N>ukHbHCnmHm(@ZqA}|OV$-7=T;q0*{^7HB}@VkYPl>7TVG_<CtKAD)y
z;&k3L_N-~?<Zo}WQQllPpR@j2;+OLE0zDg;2vPsTrV)NWz2HtOKU3K<GaseQ!OE}d
z<Rw&p;NIiv|6}>WzuZdF_=AJ0&X@m*Wz?c>9a*G#ov|-kAh^8PaHKm{D5zg&C@EE0
z+S1yu_1^x>O_ge9A?FLvz*!AM-vJKmjTJaxbcJg0l&!yA_hd{M3M>iF_7;;u4OW#9
zOZtR0jWneCp?v03gC6M|A~?Ah$}a9+<V{#*uug)5K<W@so`c+S-l8p#$+vtfDwc$W
z0xQFNrvW*8II{Y}ZNWo<5tAGJg-S6OapE-PZ+Bomlg!GNG*8i3DC-bgh-8J<A@+R=
z#@4Ln_>Vz0642@Z)6P^Bi$&YUKEf`=-DW)mF{%)LlQ7yykrHbB*X*|PJjt0hw_`DU
z>4I+T0aO%UurEJt^n@FLkOe?kX_)WJ_qzG_>$D3UdV#hCRKBqaSURBj+VlJ;+TUN9
z5XcN|4{nFJ-u@1HgJqF(A)Dhnf7sXIBRm_~M>}BWT;txjvu@ayh@L}&f3?Ae0#~d|
z88llT3Dv~_MPJgs-;1E`tRjnntH{JGuWnFmTJ=z*&u_Hv3bR<Q51>gC-NE;2w=I-L
zz)R}TTD6PCMN0V~as|Q17)3UU457`J1@R-1LhZN0RnF)$Ui!kxHvCjGXH}`-jUbn1
z3FZ5_@4da2R{TIj;c*)uib_A<Y%;3DeUI5%fiTbZG>Uml>Fu#g!2NWO<tKG1cv-h?
zhWEE$RWosOrrHnVnrdaVvsGy`NZ5Xv9<e#{W`lVllmsn+3CEPz8N>=XgLS1z?u*aK
zYCA~pxB$!8DVS)*=NS3-;|{tf)3I@Krt6rr8P}M7dPgrKwYS7O*1wgq&sJ|&z`M6>
z05W5=I+|)m=3wSosyBWqjBV$IQbZj5nuU_NfN=?QW@R3aPe(q$1E}0BIOBo}m%R5y
zdutZoAOVZI2?!Cs)>3?AYQ2@#2jCC}*0i5-Vk#(N!ZQ`xsiuu)>KX>!phO5^ifCS;
zfVLQw1@`HxS`S!81r94L_+UW<5>T@RLltfQqR+R1P&fdkuTGd~Zo*4W@kCFb=^$~?
z4{g7wbm9CeH_~KVV>``@&qr7KS_NfjoW+f7vqdauSCp)DrdDuIqfzW!HLw9xZ=V}|
zt)g)N&WaUk(f|@#A)o#gI#DOu#Y@_cn`QZbA3fNva-O2F(B5q%*h(8rBsRk*=-Y@6
zTfVRhKDf<tSsuYXt_IpO1pfZ7f%5lFtgY=OuWYTqG~t~vf?RHY_#njZb*JD!ou6OU
zo6+VJFon1{u&Ji`>g>3$&PelFz@eKlU9&aE^zW`EAs|w~IOX${T@Z${+=<%pUIZG#
zh4!p|7sf5|JyuA9Smu6aAl25?eAL|Lzi|D#+=gLfPG|T={@ub#UGv?ne!7T{XXb`7
z=*s+Eaa%LrpZt+FLI7@|Jk$fnt;gl)C|uKr(QQ4_XC-g_b<7K3Y2_1o*Grn1lQfR#
zQW}}V@G98W3(G^*K2Gz}ryyyRU$N>pe($F|`PI;8%WGP<u!y(j@WI~xUrx%>#Q&D!
z_q*RqM)$3^8oh4phpmqs4|@@?ZxBAbd`kt)98`qmS7h^%!I4_3ACFC+A77`7`ibN-
z#RKLl7^_0bmd$|NFkv106*&u-mcM^hliW4~J;7xFNrk$Zq1wHb#cdQ4ww-LBnoA1*
z7H!e30`9!1xk0mxtKl{0LIpL=u4%hlj0?HIrDfrz1{2)p{HO2NdqJ3MyNT5lJ=2il
zQ}CjX7s$M}Z(Fx8%zmO&vs{g0xcl_@Mn_ZSs#ElLQ&ZA!LRZTT@+VG4o{un23_l<Z
zb7K63P9x?FRn6n#FJx>4bzv0~b?&rD4*$NbotPWRg{^6OrHgP)?l9O$icb?*jT7!n
z32JjzJcL6Hd4Oaca9Guu(ylAIIW_IJ*TEf14SvI&LfaQsLy5=a30;TYvQz<{|2}bs
zxI|Q*H9JZgVM%@WYQh#}Js)QN4fC(7o&TZ<sO_?T_M-;)gCv{B+q2;eo=8+&hI&t7
zDF{?q2E3A%y%G2T3yO;-HF<n>@7`+pnt`@}bdzy4l1VCud4XhjN8`Gj6rze1T;TAw
z?7}8|C`_s#74?3RJ;Ig&K(L#n>C;`NIY%ty6%+~tz&;xK|3W{DT~Qr4TIpJVRh!oa
zvk3_lQKcj{$3XrFifiZ`j??zNJ$V!C(X=r)UG9XWS_6hB7c;Y#WQ%Bl@}30KR=+Vv
zm&KbNEo~sJV*Lxw;yVZB#n_aTAb`4?|K;%_UBKl4dt(Yz-hUHSL||z+!$H1K3cxc#
z(wg9R|FOaBsdLqAz3Q1P7j50Tq&2Mfb!0#zGZY#r5$C_LXEbZV_R?BHE7O$v{XF7y
zuPAS$g)K^g5+OVKtd2_OIiPZz+(hA-xKKy2eQo2gmAv2(FK}qF#gG24L9oQ*SV6G{
zC$(KL+g<`UgS`6YRzvGoE4qKht912#a>cCIAv8BVpRmGf2I%PjGz%l2$mE3Eap)kU
zAmev5d+`LSNpqV2!K3il!e;Fbh?3t|?mXa{kAIfXKwPu?Hd<)BC#7q9>&iA8$w+No
zK)b1Aj0{h&fa{dVDt-A>TXQlGQx@TT;wseZMH{@CFA2Q%go-TzP?q!UZHnIs$U6t&
z?ha7bCjk4O-oeKQ*lPBg$y3wYA!ymWHmO|L!<_E)_(lDWOP#rz|DEeBcG~b~rl7Np
zuAT`Si4_+^Ay>+9;f<1cU7zVOzW)?o-LW%*OkKzzexpFqLe$c6OvKx%si_GoZfN2a
zDryhAj6IM$LU}!wn@r=HtbC!}-<TpQ^qXP~LdfTAmVyOLDv<dQQNslS#1KPiadK14
z$<I*V_b_gK-~dKBOd00ud+~!qbe&o=;z&Y{ol(ITdBvz;!*)+-h6|vyP4p<S%HjMk
zz63;=z(D5>VCOIaekF}+9m%U|^mru#Rv#pje=7jyAQDEx_OuagTj|0lcyk}!S#X#b
zTxGem9JyL~hw#US_+ma@FJgkGn-@<Ee?a9q88(qC9s>a69;xaqM|T=a=g$9B@Nq^R
zgg!0dU#2JZZRvJ%)+cP_EY3yzF6*^H|LOfB6*<=FX-$h#M?+JO4VIrwUS~V=VK&}|
zcoZapfcQ}cRL1U}PE6y@pYT5O;;{!cNAmj9`<WHk+Lva>p?A$M^8w~2UpID^@R5uE
z$PJ(%B)@%b|KZMiM5ALUG5@biU(KJ@W^WCQHC9{*`If&(M50#!^6MaD&KCF*igG_u
zehUf05$lOt#0X^Fe8aKcQ*)C$!<(a|qq$A{UUzMO%Ys)Xq51p#lB7M%%$*C}RYYvW
z@+-;N_O7lj&_pVjkOd9G-HV3zaw=E|z%El-QgWNPoY4*B`VdW?GG$<xk-nlOQ<y(?
zm4rw_@P_TYa|Pjzd4kYMKi429UnC}8YG^i*F=7EQG7o7vPv$>ihWs)#c1wERC6R+e
zwE5=GxTJjcTVM~7N;1R2-FUxWn3yKwBVgK3!Mc+T$itn__iwP61)FbHz3#wHU%F5m
za<B9Tn=X9IH*jC%UQA@Mp0HjCL?y+dyE%%4&*jYRoE+Xd(#y4Iy$j`W5N^O{Frs0O
z@ja4#q0kJ|QEe$MDwt3ZdK{M+_I4*|`sm2R(Qyg~T8Z63f)A7~jBmo=R%94!z2x4%
znY%|p(&Wxa8PmO%F@rSF9oAUXvt{XPYINkZe4{x3RHPh@rGKycj&bG7PvvSlUt##6
zQO4eh*ryu7C2o6t>>Tr=xxvyTcD-<quG5lb;~(s#?1`y8CwxB-B2OSf9kN{sOz$kF
znZPN%|L^a>Okv<ONrOswfv_K<Wk>;mRntU}>x+w5ven{<N^gH#Xi05d510&0_j~wo
zu$DtxTF12S2VuTep=%fL<jv@OK|KDjBwO5?8&i0+Cxq=ull={-xUGukY3Ss{i>KDF
zJPY)+!50ah;$FSSSHS0Ah8oQj6>WKurg2E{U|R!n<_@oT8PJIKe@!nJ{0_&!PfnW;
z<bXKUW|x&Uo=78#_24AN&@+&ON4c0mZuXrIk)G&3b+r#4ArwY_Pdv~ofDYTH<}HW-
zgC<q6H~)o$+1T7n=X0RA*cqWE!@L0eAWq9sGPT4CJbZ%M>$}i#hC-}FE)?gJXQIj4
zFWbj3n!WtBcBPNMBS?fuuit*Q_!@bDy{3)5ugjI<beKY`A>tXMwEn%A-eUFU?Q7Au
ziO?`#@B1Mygm&Zlz8xb{`of>vOD4R2HL<mJ@n_z~$<a%XQ53V@pG1f>?yg>Q)FO<s
zP*!I*ggqzL5eZlF^%2mOYG`g37dMWxz0HlEKM2@1;69!%y1<q=Qh3bz{#0zjmEzj!
z<#d^3xb?Dj0>q=nd#NiMyBeCpr<uonb@qfED^eA$XVOUNiSsmn4BncfK`EVe*{MpI
zyk|h`Sqo;_Wo0(1UGX|eB{RlH*@2vOj77uQd+M#!+=+^Sorxg!pD{<Dt-Wuzf#!C>
z7=)X53B8UUU;E?IlHz-t<-#q=;#xZNcb<derCUe<!Wmnp;lvLzz@F)vQdA)j>;{E%
zD<0y0T#&g5R#oXqs?a4PZ9Fy-0hCNdWUk|c#LEiNTx}w@qiYicNLPX&0wjgBHzDxa
zQ|JexyFA(#!ejHn1bSB8S_HAAx5OAwHREAbTMX2UCYJ!s#`<4A7Rc8C9en4}_o3iP
zCueAOs@9!bLXA@8Qi(XRC3Z_EmM@=qJj-KXEt}dA<()xmhn_Wv=73^^%0`kVF^6*a
z$WNpz@J6`HTygWFb8NSkQ02ocxq+;vruo<;T1w~7=nQeb-E8}fnoRZP{eMpgfj>=>
zo1~nUe$K?^2jGP4QpnMDG7Yp*?$)d)!u1(scBk2R(%NLQFAf<kiq#6ImZ}#6p@-sV
zmPW6FL!0j7CBbN`pH<?R0LDXU<JLr-C##^~f^fQzI1VQ<0}yr!1T0Uhq5z*5N?zrP
zTuC2N01$PVnOiu4j!b+?N?$og=cHL+t^1kD&S=(9nP&OV1@dS!2I7%4XC#y1qhRnH
zTYHii#NpY*rVqv$i`IXp#$|K1E{thtK7_?i<xij>1Wvdhi;^hrXjmUCWiOsoU6@3~
zuEPHyjDn7_d<@G?pXKbcBCiwlxtT%l1jH>I99T!?6N|m?NKep<CO-2Q$)Q7|W7sP#
zi}<&0>)&k{B|;B>_7fwJfj4G;9=iuKtVdUzf-pM)PUy!2^g+&)%|Iuf`u6Sk?OF;s
zB0kL^4V{SBmWVOyD-P6WidFN4()ZR_<ndJE&zm=pEMqhW?^izdZc(%k#-Q)Y`!qma
z0gOF{9p5;$T^+>VPHd>Unb~Y~@568Mzx3t_UB~J!zl?=8hn3$R80DO%TFTIVmIQJ@
zUr!S*uM|zEdr4ZA;UVC*AE>+iy{qhdH_~1GrhVDR<|2X?<BYdX?(g+sC2&~0ex}W4
zG^*I$o^z|+Y@-?Vw&K^NrMcON<#WT;pN)h*ORsB1i`C=5lNSklD-zwuH~(mD%xIp*
zY~}BNIFb_SxEdC>F(QiPu6_Po@nXSvfU%3~>V9g!80huH{wwn)A1MHMv*^>oAOmnv
z9pW-c9Wz-Xy1IhVq0nz&gVKgZ<|(I=YKA8%S($8x6TkfxKg?Y-;gT<k7h=CKf3wqY
z>((R~)Q`)+TywE$?-_`nb0GG^E}S^qlLO#|2bFNA$#I=79tvz~0IOlv{0}UsW~DN(
z=4S>f>+A7GILjPt&RX3w_9XfkB@^V1Vy>^&YX#-sUZ40)j}1z5akd184@URMcKK4S
z){29V5v=bEtv<-vZmZOSf|=9P+_kmu-k<!sXa;%(_xt@~4{*UkqwS%=2}~;=qa3uc
zT~0V8m1|AN7AU7q4KANrX$RhcA|^=K7wP-bxBptu78)424`XaG2YpPMPk-bM|GG1#
z=<s9Mb$Y)he2GZQe)5~pt+J;Aa(5*9+2CtT=^&izb2>vx#pzG?7E&n)b|!>e_c;_<
zH>6I5ho^5l0oOb`C%Feh-K5#W6aT`&;5YFNrkJM2E3Y<a<C4P9mSIfj@5Xm^+Nu-%
zqTbp|H;y#`q|x(x<Cu>8(Hr|_i*oBoG+FOLL|pBGS11&8-Eh46uxhs<PB-X5EST=7
zlJV~4$w29o0gCm;iGq!bJ7`gm<9p8x&dtEunZ>5x2yH3kDJat0&wm03aZcC61?DV9
zl3W$#V&Ba_fpC9Da?2JK)FwHp_}cODgJFEXlKCione&>^{~A^sHW?ya7CrY{R?JsS
zrpOcFtH8(U6n#%m&q(tASiV-W764z9v1_?|dS;ihzw<!c(|B@ZgFjuDvXuS&=%$t*
z118ICCV6p`ImIcr(|f3rllz=EN0BX-MleaLaqCFI2?Bx{m$v8V=umx;^UkOgo}?lJ
zEohk2s0f`&nht*gIE%-%mnTY_*^1w1Q!HfYFCWIO-@Y0Vb8P-;kuG<%@a%38#ercr
z(DR%|ZYRR{a`QB;F?+Vm_1f`9)bg7rC&${QgY>J}(-FaaItH>9t8C|t@Xl4EXi*r!
zYXqYCrq8dGAR4}U|ETc-28$`vkKR&g_g5Rancma#{JOoh01OdZsO%Y6Wq2c4*PbC-
z*gb{{<=2_PI|*gB^?n&X$2%L-OsvYOpOnSEqRcS{e>QlV?z|{ta``0J53H}B^#)hX
z@tbX)P-uc~=AcSpfR0%q@~f<>+JVLgg;M(F7B%wbUpakfk(u6Sz6mDw{*!*R?*f<b
zJWn6^*<=$Y*?;ZZ>i93jkI-VY^kNQc<r_xvYq!jS5u2O5Abdqfr0+8$mIQpr!btK8
z7lIA5O4W0qF_13+wHpFNymE`L%*6IUB~V3tgI}t8gYvQ8NnI1aa}8*P+DN(5VhFth
zQY8Z$&ejO(kc#Vkv@+K$;Xl|M>oCyxGuaIMOObWa$$P+W%4IS3*2Hg)yjE*?^!iT0
zC;D`W3%z7%kSb%SB|=VtIl*~W*Afh0n;-tQd4N=<QllnZG1W6>mJ>x?<<UZJ&sY`u
z_l&I@OWY4IWhSn9VRpDBD^0BtIXSCcqR(T0R+{u${w}5)I6rkS`z~cMRk_K9Ifz_O
z(JDwNb6|L#2Uh4D3kNK_9-(5rlCBRJ%b50N$e}}xA}_FX&<&c;_V6UA7Tw<o!j=&+
z;v@+76HOUFoMM^3P(W-c=DqUQ=(8`@o<RU3&4#-+`1v8>t;(=C-HAn#E-^$10hUHQ
zr)l3Q;FJJkVK4BigXWC@6cB=0%$5INbs4tUzV8Cjy=B2kX0&K$)V+#tk%&klu6jb;
zbyIt&u2*h&xEbZWcO${z$o{K@l*K!Q@;RBR-R>m@Y7tGy*`iO{Mgct^Ek!kQ<_G|<
z9p*3DQCy6r>F)xeG((v^4Cu(sq6x+llGO4>MnvvOeErxX2&buewkcL!2TX41W(NNn
z%gM;l)?l5cdUW)k4D{oTC(mp=%oIT>Qb-Yo%8a(p<si;YdUnjx(^Q9bat)_dsfUm4
znnG8fAPKfN_nmah=JgO#chGhO`H5a7^EEktvUpQE>*3V{s^a%*Wf=1~>mPMU;j~yg
z@Xiyp>OcPza|olfv@=^qMauSkiw(iMT@NH;Z}sKXR`iK`e6&fsT7D1`YQNh(>8cwM
zdeIYBNLgyRBC$#Atkl7G{1#17<uH2=e`_3`>DEEk2TVmC&vy&IuD+*I!|NFaG3MCs
z)T2s6%bC?p^-NiZ_m{~CW_+ks*&6*vc8;&;E7Up~VtyIDS!k~hScGFlL8e=aVzB@9
zBn`r-pw62=Kp6J{h#noi+M~77KaCp`Eh77LQtUmL7Yr%e<m0pKHI%HsMU)DryH=5T
zgNBfAb%Dc1lD!$S+xotFnOcz?E5#nQwn7G{;Wnx9#=v>bi&L7|Z3_F&8#q;p6ZGpj
zn?MQ-n1%^9AgXwQk7#87t8}G32;t6WA?McuK^<ZFvQ$|7RVn%~qG;>VgeZ~&l|{U*
z$aSzHIT#2v>KhaZFwD|y=KqSEf!0xKpj<{EUn`K8wiKfNPQ$djtsHBuissi6Aa42y
z@~yhl@~t{?)lxyj=_}If(g5;R+t7m^$d)ZH=A>*Ne__edPWmX~_%IYsdKs|Pd{*)c
zm9%s?i0Tb0Y+T7)TbqwA|1)$*Y01+!jI%-C;k7pWgHQAiBBAI9-{%>jmqqXAGrw8d
zQPCT2T$N6Zu_jT(7^~CU<5*WZ>`~DIFw|V2q%ceu4FVO#`DA3BhhJ6d@~RAno5%Sx
zf^;^dEBgn&QrkClRl5a+gz_=$tsQ3srrUyu_D-$1CT~$+Z7eaI58)+KAb{@>NDj|H
z!|(zKVBg*J68?pumaAb<G)4Nfmm1w+#G4USsD&8fvZ9V{mi~0-<%rlHXECX^WxH0l
z2#`qR38V8YEiJ;-ibbPFn22H@iX(e>?F3sI7)vE3%$_1=qvuIL#P?=Mdu4WfNW;>$
z6E^8m%hO%HR4Q%LHB&UODX>G3{$AXXP{LvKSMOAbsjK;g=}(#^ow+YMw0s_}L19B!
zD-er-D5ye8F8Hz{n|={})UvLdRC3D49~zXX`7VU#|Fb(96b&68v4`x9jHzD>Ut+x;
z@kW3ICne#rx9-t^qY#v!yhf>s_t=p`IWt0cT_5Kx-%~b36!#$jlv{T7i=fz>1tuIH
zx1RW^^8Fp=KAN+cOpB`4C(cp+8{hMb;<qPHvCVe}MWg|^(t9;&Qs3EweR`?iz5Ws%
z@n@_PNfnR3DcybP07E3(i%Tu{>ApPn{CB61nPsCLJfCe`wj(2n&Wo|3x)Z#$(!)R*
zY49kegohNd#}F`gR|HHdHI&E~ZpW}nx1xc_wlv_iRM*iN(B1tWjstw8^t!Qie`Jn4
z7;&8!t+uwBOP0F=SPSG-XjI#BoSJf8CH_kTJkt&PXRU#eP0YMG1=)lT{L3v`g{z;y
z(`bvF_(<5k&4B9>i)ptz1sSMap0BU3)Y6eqX%QW)B(CpwI+Wj<9X}{qHx^`{v!iP2
zX617eTuJcFIsSmvu_?=Sz~n|rtd2TwGx60yzorb&w2Qk{v}hv!NU3+TyQyglX5qMi
zrZWkA0*I2Zu;2J?$Uvql=#i;+RDVx)IN6SUIWiuehit7Lm|u;$T=Fv$xBs|W+iRM0
z!!{+*Q{3bukrMG3>6sR^c(*?sx}g4r{-X0XjhT?r+t*z8@A6c%cgKId5i^EW_X=j4
zS{gXw5Gpn)lTT|!g$?GRIsJwd1EBrn@gN$@`LZT5sb1if{p=Z-tl&_Q>r@;)?W;wV
zFVW)Q!|eG&5J3>}>uPZfg{FihP00dqiU-HW`t6(QzTR;_kBSJgN5m30kZ`kTSvqGO
zxFQ7dvFI1riCl@q$&N4n-)-qtwN=suKV<CBJ0S4XXnDId61@C73xVL_CqnurMs-{w
z=Vmibr_LK*hqkRozULGe8>^w=3#+KMqvw-LcuNw^pOy87Xq@8lhIsug&^5h$c0xyb
zy~j^s>69pmQA@UPj0#5-O&->AXJ>^Yz!>s*W^no;_PfkDB$PeRM`}JF66+{S86`n;
z?;=kXCfZrSX|LT>7pGaS4Qst+!G!H5r##kCVN@4iZD<fkh4z&+1$b#Rpqn{$+dkKB
z*>%l!rb)Ih6>MY+K4GTvR)Kcq@@?!w6vYb_=|%N_^{49WLJzq-ymwy#t6<yY-!B1h
z%jvRz9lb`bB?})Ux4t?WMgQ{R3=dX3mWws7?{_cP@o893bv~fHR!cDF_3ns`5<5G3
zYDn<uJo!JC&N8fuu5H68-6=|UN=SEiw@6DP-QC?C58YkT4bmmu-O?b^{Vm?(^I-qr
zhYEZ4%&fWBb)6^G0iwe)4h$s#(M*{EOLaRxqjh!q_3;9k<oi;{3P&Owk~(XVohgp|
z{8Xl)k(Uk%rHS%)_6BsFd0w-R0Y+NUUd;bdQljXI9bc;htlu~#hsOL4_A-A_+q#T&
z_Cb7$D7mQ6iK;!O7`hM|T#&F*selF@Hprb6kL7pVowM|i0Fc7n^UJG7Q^Cf$z-Ag&
z-0aRr+3PK#VxC3a!JHH{v0M>rDF@kV`Bbe)@g5vYZd5gROnYts^~tnHRx0nFWaP<<
zw?pUj){q#(({mWnfuvqjm6&S91+*bBg8#nu-~<5&muOj%>u889leHpl*;+H@mCD8&
zml-jN2AyQVAmF~LlnlL|hSxjx>Ylho#rx}gg`wB%DUyX!)Oo{Ho|QEGr}1Mq^x3_e
zyl}3hY}LCU3ZWu_scagRqJK++3V*vJbPWviJfZ<oWrkf~gV8ykmUg9+!Dwbb2=+XQ
zIzBsP;(9?hX5m<D7S1S2w%~DyoH>LlmWjG*E-(Xz{JLK8MdoqV24WZLvrrqdDRH2f
z$H~SAIayxz?8>>jxIr(=ZR^?!Dp9Q6d6cFCVmLDjo#OcaaZm84&LiKO)ZHtLp4zgm
z#+uP_sHuVQv5x;LpmAF_;Z+uh!4c^>#fzw9L{Z{oGp<%G`sD>)JmU8aI!0?v=OvZ=
zWp$DX&OlMb+J&+x*50wbLmUa4h~5gcAj?EjRV#GPPVmmvp2uSB&nOsl5>#v@8SK?P
z(|?wLu6QOUiqaJ}O&mHcq?jG>pbmd;!)v%T{zzE-I)wAoe#4CPFoDA%uHc!`2Tyig
zp?#cRMp>(vm>4*92t^qcMQ8BgQDpUAQlLmSb;Q3qYqz6CS9YM0{=qt?C;kJW_ubMM
zN5rb?9IM>rNAh=SN<z>}#CgO2^5-m?PoELL+^Verh!EwN<j<m#H77Ojku?7mGqyL7
zC&l#uPY_5sAC7^5hHyV=mPUorL={*Ay*3#w7#_d6T&YZI#*?(_>l~NfZ*ZTmiXss}
zW5L?Ewt<f#p}Sip2=)u$Kmgz?XJ=}<cXx=C&(EUaRX<lP;!P+up))%BnITR{xqS>r
z(b)x_QF|Wz+-EkUD{ixAL{LWliu-^8N%oT5^S3KIs$&%-198JSW|ixU(jG84M&6Mk
zKJ=92epxvt_WH{oj5=@EooX`9x7HW?ZW;TdgAm%?Ehgoe`+<~w$m*y|myW;CEi_rk
z5$7usX8HX6f3HCS-ef}Yn~60rSMG6X%U?Jq4&F51_ikG=?e~$e9i2`+G_>&ldNDXQ
zUJgtS&k6lQDl+rvSSfuz?Kr{i824gI9T^LuL3{48yBA#*e66e2x#eUZ3&nuT<>ZrO
zvN|@hrN-rUU6`9Sh<zkRd{1({m;}knJK>#OX>9Kh@`dR0s2p;mhX3bH_#8G-qWRc3
zp3GHpDf5)Q8-cxKPf!cK+ZT8RkOnWZIFNV%bKp-r&U9c$#Nz3s)_C+kQ1^3lbGtg4
zbG}WUIRqSQvc`CEPflEGPjzDOxdkaH$w8)d7*X!$aM-S{8pzamZ@t~U$#2|LGsAgF
zwovJs7*V^)wwAS}iJEv!BIyH2axYNrxI9OG+k1<SWHpBxNE!G)(08k@RcdR3<D(j|
zDl2o%6?XYcXe%~OOu?y%%BLeE9p86vn#OtSh*_Lv*=J_?P=Vn83$ZTh>DrI#kmpLb
z^KQ@J>Vc69tm|(1HAgS27cK_?iGOjI<@X|ie$}HogG!O?UQ?mM<<X8c>)1Ett)C-h
z*ZiG&Cx0%XuXl+^$*4z2b6CBrPo~g68vY3tt-u*D`Ka2|h@CIsr|IxGL{CXCjFyY5
z6*4rYt0MMIsm83(#IP<Cdg;>z4D@??##U<uxQP43*;YU4{}j^=F1BL*iN$Q>BBb{d
zR(wY7+isRE+`v;u45v4E2B|fh%43h3G7*1!cNtP5K#<R_2R_bv`198aVm7uUP$A<`
zg4X~$s=x`OgpP;ibWR)^3$7hX=-V~^|0BMT@7-ZDiaQ5__na;aDu1$&2P@n@r!cf=
zXTBKXKQ@eUlOZ`)Tr}j&Y>MJCT0dM^rXO-Dn^7-NtF6g~qTmMXr7)Uv{v+=4sfyS*
z{TTF#M8MT|gnjPa&o1uYD?~i5JCLxN$g<o^LvC+xyeg)~8VZ9pBft4>G>*cg&z+ZN
z{Q;x4$BVk7OiF2`&3{y~yu-g{yCg!bdPhv%w$M4^9b-c+Z@vgHT>jm2x%O<BoOnkC
zofbUGnlNl;ogbK}r7n|K{%kk*-)yK0g{q;2L%@;<Nq?GPJRIkd9ZYW@zM;JZF`}B4
zMk)oCYV6)PDwXIEvM?0bfinLl7N4&-5%_cQ5L?A#Xv~at`=Y+1s+uChX<noK`DR5f
zS}b94+QfboWMaVxz<4y7Eq(=jn435K5$^y`>sy2Q2TUq?OJ4pT(*^7bdGDrXRagbp
z<`{%5ZF6kYzJ%rwZroE-%b8C@G39A3R@I=iKaE`vgk!^Kh+={6VVu_Du~033I;l(l
zp%8LlsGJpdC&{M(8NHc5c8(^<e1k=k4wmGESpPz3Hgpw+A2iuL8&UVY8U2XqbkDYm
zjS0^b%MVlX_xvHhuKl;=uIs+qS9!}jo}<L#dfpcCiE9@*`3bw_V@EC9>a#1ko6+r`
zeK&J)qvAFT8{b=j%Kg120?xHKBL%5ITh8qfe0E6*t4#j|qumiVs-|W1b~e`rb|k+W
zt?>a)`gnO#)fs*nAv7`34s43eK>{Sh_?XjR#aL1q9g$Lb2SrtGxs(gVQ02f$tYu2K
z`M+lf+kW4E;E@oE%85!4)Dhf@VD*zhAudB^%70XwIU@UmJ{CeHm(~ZYS9q@-j)%$s
zRWk(Q!niRW9lAh2v}SD|kzB&PL+Ol-8?VJVuA;1j78no_K#frU52cBJ-Y=OfQ|T8y
zfh$u_NJmbY{r5tC7`Qnei0Gf+Mb#+r#kg;_Vx2HFdNFZ4R2XW8xf!}9f2WD1@;=&<
z_J)XJS7&;>=Y5ps+Zku1DD`<ab5>$B{VnN(fPlEByMp^wN8DdO(flkgN@n8`RfI-?
zm^oER<u1?ND_$5my6r=C(!Qb@gh+v@U(Y@<rWd9-v*(BXM?o609ew_7BP-ShkZ_1X
zq7Bbgo<eAoxNOufH^;&V@qxG~m|xZU3<YWBs+>06tjFvl9IZKF7Wg;SlvbL*P;WtQ
zPb)j#iVB(~wXZ-5q2=isiYZzC4!W};Ei3kzE|7ZT!vqSGfSxbd!!+s%ga<`7U5`^X
zh_6-JVPFAeos5T{zV_84r|iftbLJv5COq6VR7)9aS>d6~eRJ;s>feupzxH>>AT1=!
zv&vxQ=l)B2_8@&+Pn7~I*TK2r440@wp6QE0XcoH2)zj%8POzp~SSLnIS#;YL<8fjS
zQs}f}enq6pgOl<0@RcBROI)#TL-ze#)$9+x34D6uqn7TI`@w`5DbW4v4l^o}r~B7m
zq1FL*&Ja=xsUE}gZ}iEuf#}@dsz^uPo0mLC{6{QP67HW@#yW#sqB2DcJCEB^iZIql
zarCzVwF1`4i);=uOfHWc14Ufq>)?RB1!{{E%&<4O{z)VT0enFKh#J-(K9vkvfv_B?
z@Xc50$ar}b^n(a41}3HKX6tcP@BU>C;2^o*oJf8B`ju4#65SpXDz^r$mEP>ml64>d
zb6~GNP&ffNCVI4<au^|jdk4y?pJ-rkAe0r4a(ja&I-rW{Ca3rLEVD66i7Kf%hD7Dh
zNK%WFwI1NZS_R;yc8O1u(!%-#4EZ3+MK^q8*8FWk)~%@W>T{mues=O>YdoE_|B%91
z=;dCLEkfP(!X1+LX3_91$Oi$+>ml*+7%*2X_Ls9z^0>x1Hbi6S*s?!U8%E4n^X3k^
z8A%#<IA8=nprfPrE`LpLXoSgM3M3yneIY=m#N^fxhIWj1?Q@t;RcuHba>zy3@??ZU
zH<B`2@R-4^=f(j)I(CcPvA<)^nS#Z<_|vpipb#5zm~wGd5HjA4+29G%s1^8F0gY}s
zxYUuwGL|S!+k@^~)4KcT>+9?0wX@I@^vPlcB3++nC$K2f2l|H5H~YrePlzYby4SWJ
zril8wnSF=pv#szH_DcT-F9OKJ1Q2p+S~CP{-Ug6+?F2&%=NR;c887gEfzVYX$VI;Z
zqX|195lE6Feq=BjOJiGgKdwAYi=+-8s{IXuS2KSczzY7edev?u%edJB8xQ6iJM<0s
znB95vA%JtMS;yr=gwzPWP)t@a#1|u5d?_h+Z(R&8y~5>X9m|aerVg7_Kg)1=nm@MR
zSTSBdrS<=AkeeC1eXWIXapFIWS)b0mNEgZZnei{x#vbH@rN;UG`w~~@gV9h#YCcAA
z{`F~mPp0`q6**=?5*&5sedv3`$`pb5hdZaFl(gmGWf{02!Qudb+s*8H+OvNfqrHvL
z06+i?+Vd?pw6KzBEtiiZ0KbR?-@o~r-)q}IUm&I-4!dN;SC7dw*J}biQ~~t~y_Bq#
zv-2E8%}<JU?0B{OR=1z3<#i*SpFUN5jI>#}r*IkTUbbO<ZGADHSLIsNU2wMBGDE+4
zTzdQ``*710xV!u3Q49tDd!bfvoS1-<b)8&#$A9#A8wRY!-?5^rT=Q8hTAbI#+TBj~
z1K(RU`8JkYd}1wS)bn~)lPFq&dh=L<KeP&~V1B+x5&yI-W(^qAJV3w-0$Hqt*<bYE
zyR6#5`U&RfT(EO~3Y|4uKI5J?V=XDeo#PrrK-LiE&rZp4e_Acz_q_AeeGmI|iEIqv
zSMqd?4)y-6aH;ntv?$={0GG+$TT+S3ky?*Ba`3d<N0hZ{2kyuST*??i(nT-64;Xzz
zB7q2Btl6NzS4E@$JJzFlv&(hwl=Lw~MF>qWk+iR1uBUK6-SzKzSV7?s@82f~`A;5P
zb*2*q&766IoEGzRZ&bFPtskqN*Tq-I9|n8$cs-jI$MW=66V=OpyN`=dt0MpM?Iit}
z1#AfL?(;Uz29j7jH#$%s#Nb@akWyx%!fe}oBw|(qNbp-+UVesmCCuHSicx>+JHEz1
zqNVTr7+!{fP=4xeqbc%>sKwbAEsdR=Z5Vbn-rEI&B0Qe3`iP=Jw8@(g*`JtLN_p1M
z83yd<cmq6OIzA8q_w_ZxS2abfg5Mal$|)%JaxBNe?GBVVq9`Cwg*+hRbSMmKyZ`a7
zqoJWv`lHdHS=)SXCplI|c6owE#s4JoIm{K+O-f870GE?}myv)P$wigDvJO6szdrY1
z6xDwn%~<Q0W=T<Is?~gieE}VXS`y>rGYW_#{v0~QbX@&H5j``Ahj&eUY^DElt?DzN
z(4O&ef1Hw~FfkrdvzH+y0IN4*^0L~q?u40jn@YBgF8D`EKN?)gQ{%wsZN!>q$B>x5
zU1+8Umh(xeNG2Ya9#Q$$zG+iD8>ydlFUA+m{BoSx;7F*#gH}4Ca7E(C4Rm74M#y<D
z>Of+t1JRlb4K5Q-G)QjN@;h76+DINB`X8<wLF|-iY(`SFr_EHEYsB?@|IAP2ka+PU
zu<5z|Wx(`jslh@$eLTjUVtjnuI$5^W<$PT~KF*ly=vN`R6m|HtbyVB9s0ecyY48t2
zDVbtHQOgR20Lk(P=L9X0uc^})jA)9gPx?WhqGo}CK!%Paoh6=aY4{9Lsa&Wr?WekH
zI=;)XdDx{9;k9Qrnc!g&w>0~#Vsm3K80OFZTo%nn7fkBT!_>G_g2@j)if-OeV<RDS
z^(HRPaE4~=VolHHM~I(X2>9xuSU`;R6TR9E-TgUf!lwma?Eb$RLprmD_r)2OyNL-=
zyc{fHeE09X@3=@Cu2*mwx4s0f3cbxU({3*zLMPZ~yi_qX$S{WRvq0_T*Z_{w=RKj7
zj+XV0I@`0D)s35@0NPH7@P!!5@a{am+R3iEsbq|gN?4rOkGqQ0wP9u!#b`<xWPR9s
z+Nwf_S4CsM$YcJQ?h}%;Yr^X|&-q{Qax{y4?KGJqF^i$p=#@J`*dF#L{tif%F3KZr
z>D3Xw?xFq1mmyQfD@_j5W~B3Si^nkW+`LVpM{U2o&%5O!z?`Q?zlZ&!z2{(?7ZC~<
z$qn4-SY;(ezPFiCH)mi7C^CXKPr1D_IIn?i7K>BRs%!!-?&?H$M|n8)Kj~__Qq{AP
z{mZtmWMLAT!-ac7gc&TcEEApn>UvpY|0YD}?uJFEp$x@Ev5Ca|4p}T{mW=ksV*X5*
zFX(u-oFKHn#Bf@9&UnPn$jHbu(z~o-gsh?e$*;~>^|oQFl_%Xr1w$*RAci9Z9m^*=
zjE(w&PeX(RQwhKEvjjbFiz=NW{h+iT%A7Y0J?`Jx%UJ4>xR$UhKUqaa3=+#o9K<-Y
zCw?y=RKU=p{M4b_vw!XxAC<g{%b~0!9M_Y%4nCU4<{r56M2L<w_I2OrKm`B2pJ2KR
zaR~eDqfJ6Ob@+d>l>YTyKO6XB)lwA?atgPdL%uYqthMKE{g~86#aSZAN@w{rkoQBn
zKJC9DHet3#Lt$%W|D=c7Bg#SEWp^X7h$hwV=L5ph^9#z&jkq2ffl#PaEEEL>^0OR`
z-G}_NrBbIETtX7cjbV@36?=m*s3Qs=u%O*s&jiQ$&ZTvItk}CeafPv<!K0{n@>VHq
zLMgnTE|p@ZKrKnjmUNs?7gvaG$IEz6k~#*0&wxfknoI7$fao#~Jn8Dg+94-x$J<bl
zuS-=i;T(cwo6_m*w$@1qUhAXiQ%>+VdJR~k*4kjIFMXdTUjEBG?Hoi-hb_%~$N@$Y
zh>Nh{zz-i3c=ooJ!*j^&`7%5A?$aWf8=NvX(0TFyvE67{AR0x9HWS>E(FJp7t}fSA
zH5PAO)d;4LHo-Kyv}jvZnR3?WuKNH001ANc5PNzK%f+BKHFaKWAj^GRfz+5M8-5VC
z+llT$ha;M*mT?fw<x@2b$T&DAiGi`YWu^VNmm8>Nj*yXPS&{3igG`e!crgfTT%p^M
ztHCVdd*x@hD=VFU+pHS@&{uzOgl!yW=Yq01+P3g_4wZp{d+_%--#e2I)>uS_NVJt0
zqQKY!N%WH@fmZmS?*|a{0ye>MBG*stt0La|zPd}AXYE43GA<xdt?N?fI#%e)oBc1v
zAqI;a1x78)Yfk*!uJl_xGWdF{n1bZBovQoLqmzI~vbth@D|h^p{icWe={x6F?eQ~;
zy}oY-oaY@~7cX7{vAjc~^P!^CFnwZk4+FYe-~xr#a4Mq<H@7T=78(=Li-Sbupp-py
zNtZLzAZ$&Ux*b10v4|AxIi%!>!1V3f^>k`bM8y23OzcW_vKGsiR9QHG-<iY6vTxOV
z+gXF}!FwCfEhq^up7^lRta40!^{MnSnf(QXX6ee@I|3&@cBG5h{B*``;R+xzV3i|c
zk+Kn-JzlAlS;UxC{N$q#oy*Ph&eV5bURQ7uGx{4#o}jKZKNlAlc$Zt5vT~WEueiCA
z_;*wex!9pqJXbJT>=opSCz`RWJDPB%{82jz2J{#@!x!{2$579q@n&v0tglsc@CHhX
zmHxZkWda@EcYr6b)5#P6uK5-v6*kK~ShwSK_-z)u^ZZ|F3hUatuIHM7C$D$buC*KJ
zmtj(D%ult1NL>}MU}qIva?s1Ie{h}Q`iPb*s(}t7;H3Izjz%oCXp5-{PKOqthLar&
z!k$HTUzlmtyjU4$i5tJ(5UW~=H1?t8FAz@szWGLMRxMH9MBIqs0Jex%Pfv=baC=Df
z(skk?iZ~(9+|NM=_S1Xmod17=(V%kI?3%#D5Wppr8n{K#=rgO`H%^?Gwo$p264COg
zF%e4dAoXQo(~`vzGZ~V7I}(QI(TdXVhaSQHwuPfy!$+`1;9~<1tQoE@C%s+8pBnUY
zu>_Gujf@JE_4HyE_Kj`Ubq68|0~*r9Rw2&@K&E?nt^$)3RM%sW_A@_w>#tLZfVeqA
zbr*Al%?7;w7kvE7$Luvpj8)F-P3xP!IG7&&|1Qh&<5r=BHm5x5SFa~kc2QbFqVCl<
z-ET!+&eMkc)zmPzI|nUrSh*4sJLkXd7cmW85oSxDUzBDzy`q)fa1K3!%Yw}3gQapR
zFux=A{W|{!$N-870IH%{(;hs(bS4Xp&9I>GP$f-;<wp5rfT~FZO8jQEkM+l$?*h%O
z%;@GNnWeBAv`@t*l{OCSZQv>MBa1V=(6m6DUL@L}l&v4fc0o+SI=l=G$%Ub%p$WZy
zbngMgenmVq6Gv-TDFV5#-MtJEPA(`pfMVXS8?D9_Z`-<|VQLT!>4B5?CNJOTCvwRR
z3{ITmZa`H{A9_W2wBUyr)Qz(|xKt~~UwVq`inqQH06gok{G(XEZV3ds;k#{pLDC6I
zirB*F{lk_#3@Sn2MkiNx&gu*69pwh&ME9_vyzxkqitA}os^@h!8n%PV@n*W1b&o#h
zYefL!L<tEuIlTF?Y6b&z1eb6yDBPG9Wu?E~llLmLr*zz_Uz~itydQk+w?F1ngHnxC
zIU~fH!w2353XbH&)o%mq|Bd=?*J-HKC$6eYFSfPE*Zxyh6%r-0_{3xYg@c3hW?v}N
zxmG=IsC(!Lz)4-oPZ;`yuVCeuSunG5u8g9#GBwbbU@)nC%5%e(E9AjvlG)JTHCpQ{
zPqoGUb+^cTnU2dMl4Ub&+8z-z)x|Vk%fsEctZaEP<+3XZ1mjPCI4&g7H3ff?W3}4j
z@mz!4{d2jL7O%y#W6j->^!@q|*m6l-QOFYt_=*LGAOEgMM!LVz!m6ACpCla-P>?;_
z5H74YBz_wC?4rhp1`3L6;-=_%bD3t?!Mr~03oO+b!V>vB&>+*J!(^pPjnn+N;v~UY
z^P@~052wXg<pW@Ysjc%yQw`{>{tMX_dj!U34@$k?h#00;?h~KOg)LWcm%c~hIR8}f
z>n3KljE#0me|j5wG42y;BZ(?)HWVYtc3j#GWOD~RJ<&w+ygGfg`D;H_m!EH+Nr;jl
zfSzgI<5?RLAx}7lSWGW`FoVd|9qw_80)iaS|4UpN8T|#Q0${xD1F<h@F(v3mWez<4
zHQ4vF-cOk81do%qr_s53?Dpou>7#c3NlyRSd&It_L|Q7>Hi|3ZxGWDU>2EVxaEyEO
z8+5Xw^SjR-zUNta-9X4*h?^tiuiUX!a18pd=9Ovy+c(%o2k5Rp-)p|*Im?){rZJFY
zR4g3h^=ChqeGKK{U!YK)*}YxDjdA0SRn1!%#JKT*fAo@UZR|=M>&8LaK?nv`HyV4w
zdeW%FrP->7Alpg;t|?q}v&yQ$rgFHAapCqAL^!r@&hepip;u>X>41Th3QXt;Z{h9*
zU5}{!{qeo~{cKpl^i+RiRe{}IS99IRc+d@^@^GB755{#M{Ba|sI&gBJco}?(C<FhJ
z_O@f|dJ&ZB`A^z6v4CucR)8*yoZ83<^9yc2rSMR~0Pa%#*o3;kEC&fk=r@e>aW?xU
z`WU-EyN`ZaC20J_x3gC_3b>N?*G1#)sA@<m^+hlWl`&U53Zfev>4D`Fl;4yBOm_%Z
zkDZlU4T)xo<V0f0r<IlO9yeacD>UlvK!*80(1irG$NuX_6YVZ*D8c$qOjqZAAoB3w
zy#%nRX_baZb6ju>D>Vf!RQ)A|zt`?@!b61BJ^+$XtExprHdE^IM#qcU-$zUG$(xNa
zEYloULr0A7;Gh8Vbv(J4+W!1c=T|A~F=9$enDjC1IWBOI?0Q}7B(};7DJuiT%dPTb
zSE}VkVGJYIg9|sSs6lN4TG-H7d*I4RoaJvw6;V37Nzk8WBjNDU6y@rA87-vlgy=kd
zgj+$iG$)78q+|I$g!Xb>?PE8mrmm!^`3C#{1wdSVU1x0{dk}^&21vZVL?1-heM9-@
zSMR8%R^#)+!h@YeC}e$IL|S_!j=m$)s~@WCf%$zVC8)$gC6(Klmc?{@mxyC&=(m}-
z(*0SnWIKIvvERmmYt1*($X5OG?C**cSU`?&=X$##fxUk0NJ`XUu-$V^wAUj;xJg=6
zYdgP?as6wu#KY^|kUjy32%X4kLH%ltL7a4!5lva?xL`@E7d4o{V2VDH7|xtP7qG|I
z&rTWXSOJNneK+rMZCP<h(CJ}5@3<ut2|+R58%bLAd3~<XX~SM<&1_z<g#7^3f$g<n
zi3B?&zraEulzg!-7N1?~U=K%&;57IXl0$H4PgJd^a$r@K^8UYO@(&b|0-K@}ajDhx
z-HXxxY59hx^U;*<G?XF(2ZWMSC(O?!OEcEAk_jH{1N+_Nv^4j?ti>r1Nx!%UTkzB9
zL$#4~qq|qbxdu*;b41IKd@!EgT0329XJ|i4E6Y{up>#wl)AI?vsA9E1HlS4rL{#7u
zhWS@1?p?z#g)ji-osb+oUw-0mf`SQ{<7C)Ni$Xkrjx->F;b?nZ&rz4;lt|iP8w{X!
zbJBf$_9YxE$^$4Aw{6KruiMWFXSkCErNyMdrQu6rWnO}9Lsnz3Zf1>6hDWodzugTe
z`DN%`R@EbVOaC^dS41tvLU?!eD2(z3_Wm8UAp~infbQ>``7xWb5i%F<9cD&wQ2Ni<
z0{Ov&KPd2`NVCUSnC_33wB4=)egy%<+Q$qI57*hSF971D-HOZG%6+m&c*9Uhyw!S{
z=0wrDa3UB>9zT#7RWOrJi?AMUpncC{d$u$HD)&R+6-qvOb-0!e;6l}JE)S`Az(d^0
z@;K86b;`xY-L18Dj_IHB$&<IkqR2sUvL?0Lm5FUJUQ4nfe{9NkO%m;hAVKn&z<2pT
z=Le$f1<dO8lvT8sD{z`wueFMC^?n_=x}QAGzgz|M*!Z-x2R-!&e+EhG!^6YG6baM#
zW5?E#9mhcgKn2gpz`v<{*}KzKXWJC$v#(ovk91&TweXEQ6Iy9{vwA6}Q2o_8Di;dU
zbu{845&P$G-rjVbg6W0_qc1VB409^ZVTSYakEiEzAJbpH?*w;^!Kk;b`EEO+hKm6G
zSQc&adgK>pEm6@{iy5=Z^40b?dAz98V`IzvvQVZ4*0G}%qPp~43P`30V8mL+UI9Lv
zjs4SsddBp(2>9hxYQ~c-%&^x(%~jCpDhp2xYM1@Lo)dC;LQIVzZ=JpV<A^>So7Y3S
z_C|;@4venmhtrGyrj6IzZq&^YGd#N%*XUY=3Tz)i(LICDm~vtL?-x^BCcX7%_>X)n
z2pS8GuAwE81)LAcu~$40#{x8hvldJ-c*`d)PA}~!4(IQptbYh$F_{<{{vM)qd*TA3
zfaZTL+rL-F&pJGsPa9X7pQCxCLSuHGE+_UI7IZD@NkOviEr@srK)$8xI+3Ih`p`3-
z^e5DbCE88MDkch%YwpB2%hp@<A7BxiE9t!{`GrEp=I__DgB68Dw4cl-4~*+!<YwV1
z_<6~x3LVSL>^+7m+uJj)uA*DUc@RNy2UI`4wb&c0?mK=MMJ9DP%v#ILIT5IOh<A^i
zB~%{j=o*pm%)pKkC;k*!CHfUjl#XfbZ*l{lA@j-QHqA;%aRG#a65;yDw4{Zhkf@||
z-b&PhJ(%Y*0Rko^TO{!KZS`R)7y))7=$r+<T|s6_UeH~3V)-SRrWjpo=OPdLgesmn
zW0X`pIP7+U$cd7ec!sO^;s|~q#w=F=adq<en*8d^I=VqRTLRN<Vf^w0!mm;n)VvKG
zoTsZrN=of-BdNuoTAsN-3q0W~Q7{!9){x`;B*!5gQ;s0!;=mR|isz#ZdocL8L1%w4
zB!H=zAtKz~$8r9R^SDf+d2e2VGiCICH~L=tp$EQlKA$Z|>)F;5m&#cLM_0lZSr1D;
zixol1$H=b6#e%;(+<cl!XMWoi_?otZGeuW_CMf#9TNQHy$MO40T@o0uM>MT_<8{an
z0(R<ud>-tetMmp#66{;M25IJ;IrDq4IsvI)|5mn9h{*ve!=rUPLle--;+y<dA@OW2
zA(B&tE0r&itfgB5N^ccfdMjHN1Sr|(zH^J>_ACQ9aIn318B-ed{OykC>n;9p-dzIb
z_T?odW=*!<ruj1QT4G|3XL(iP)-*IUcR>dcUw9mKBJZBWqLxAk72sm1WR>%>{)Hdx
zW8fu-i7gdjzY^N>kcoa(_H8p`d`W|>GE(ZxnPGAq`d-!kPx`HSg#-gBlftmqxMEEP
zl(-9eKAAv^qN1x|Cm8unOg@atS=A@9*M4%}St6FFik8q}J}hygE45?v^AKO*p>^%=
z*0AP(my&g;IX$hF{Y<K2##1}#Qcl;#Z<kSTM{Kf}IMF{pi$oLosk1EjGy2B+jh~oo
zKJM#zO+HSVT8{E8{YHnccrEay=Xsx~7C0nnai1hB6L)_@fM}|7{l(?Qit-~9!0Efi
zjOy{Dd&!O>d@|8vmKx``oVY`Qy4w+GgNIf#pvqo7*(X3$&y$fF{BNnQp9vNC&<zgP
zh-A)R3bO2&UXBnl+<0tH*9HLIZydNp{HceHjGcFa@vJvHAJ2B)_;&yuWdclPlJR|D
zK|K7qy1fS=<!Y>S<(>xwAY$pi%C0?r|9#@eRQGYYxvxY=cl{r!fdR7?uL1@%2IiHj
zy2}gh_T|zP9CrabL&GV<X0qqi$z0<`c_m260tW(B%q_sI``^T;Z=9cFWWEEA86XO2
z4mjH>Q#SY&m<I(9qiyCCCtFx%&NwV}O4jt>qHK6XGN$8VEPV~ssgv9gomosD7PL~2
zB{Q@A$v5lv3-PMXhu0dH^)0!%M<SohNOn1i=?<;sX`$3YV;iUsic088Lfv+2FIXMc
zVja4-fI%#zB!n(>L)VrlEOWcwCTBWb0U9ZdihhkWR`9xd6Epkn3KO@x>G2u2_b2HS
zk_6V4mgG!KaRfZhfB%(Nzi{yhi!xEeJs!X%lJ&-UWUiPW(nzST*+4)5kiDpoYB-v}
z2@GtFhZ}8fLPzY7{Igal1`C(<V;FT?qNXtkcREX3;eSyk-g?fF5SOv@pH?Cmzg$_H
z`VY8gTwg<lf%}0sQtNEW@3q1Tw}USb@22*%1U`KEH+%lFIMvsM?UZ$jeZaWiR85fD
zVTOY$@Q>(^1L9|!*Kj<6RNHxscVQahwtG<F88P_@3o0s;lB>5|oH}gKsh6oZR>8IA
zX)&goUia604-BBe-qQ;k6oPuTWBT3F+R{bu&wjxLuwU1n-0y36UXB4eGcuqPhJ?Vr
zb=qH^?oSt%Iy^W)y#@sq1wV(9&961V4np$uL<uJF`#F*Sw7@4Vmveb4nb5q@MouD*
zbEbXX!MQo?fNohGuX9svi}doJb;PNC>;3<5IUqVjEv5vg&T?iB|NiBCG=0{76M)-p
z{?c8OP-ywPqx|aM)WiX{cd(--evB&59zQk}@3h<)*w~<k9vpN<N=eK@%yM8g5tWxr
zZf)ti(RNX%#SLrjh>LZ3$qfA4AAY!_kY;}o)cL1`Uue5zoKgcQo4+Z^z}Dc&N>dEr
z>eVBH4huJs<j~yQ+;DQ2e(Ut)ii?YDMj{C6@PT7?`PiP_@?q}e!i&_>s(ICsYi{W}
z<L*@UqeVhqI6|?b|7R-y#S3xk+4Q@;DKe<g%AOm5h()XE3;X#)XAl#RHz>Q}8uxKu
z<MzFMP|grk`70U9k+s?u7QWE+1?zP=?l!2WpkrY4$ko~GwP_jtDB-*;I#9<85-KZP
zrTL(Qwe(<4s@y<!R8E<Bz3h~ZLfTL#@&RYAvcoY*_R!b;fcmLgL%2_bQUCZTtVdi<
zaZ+%;LL;EK_#@yzX!|_B{hHNYYanfZ53s)_z<+DR8k?BdmnRnS*YWFAMyBx6jnl5@
zHTK~-uUNN2wvv+>>{!2BXi>Bj35*;Yr4FWinZw2%AMe9}Iiy(yW53Wz=XL&x-yUT+
zsoX#jKYCME-)cp_eI2*m<;6vAVPSusy>BC(n1!tzHz#L3tW$c)dDDVgjwl0lN%dzl
zfv>u`y}cdBbo6ygqFy>A(Dyaugs;h79=f}CH4}oQxrG&Q9IzB`R5@Vs{Vz%!I7*k=
z-B`dT8UHD+$$Yim#K}^fQmLw_sOV4NRh5;dS{=~wcYDH@wbvTZ^Fd_DFaAzfJ)k&y
z8TWaupS|y6NLcUEwKwhZ0}GLN_$<7n7|yy=z)B2Gy|}mgCK}`ivgMg)5o<+e*RKng
zo6AFsI>FTbBkExRTKgQKzm%*cjoz=^vggk@RpUKP3IP#&DkNja6&(o)$*TSJsb`xj
zW7@XL`@@p!z7CRlwlGmNsi#WcjOV>(y3Y4ur>WMmA{uO9Z`L*}HC%MP&7m72axAJ|
zH3gIZKpBXoBG*|X{q*aYQZw)F_t|9ASmA?uqH7EX|80d3Ip6W4;xGrkA$Nf<FcJn*
zOf2Z_DFy1`KJWAIJc9|MU9VgIA2tGF>t%bYebz-xi~&VYvJe>=<C$UyTU9yjsC{FW
z>{F}SevoU`d=3}tximF&T=Fp}b!MbrzWh8+Xal4!K8z-Suq>CNuHm+GaC8(cRn<I6
zt8Z#5E-k&~an}mhtSl-lgm&RT#XVdb_>~FJFtk&t?qf8Fg?Y*$b#-zfSB?+~!-7^;
zC~jOlT!gP&HEnvt{AVJyEFAi*iOk+lW^d_^5ou{qkbPr)0vXyH8gq-=$;qi5kY<sH
z`0=&0pdI$djW7RH4q18rMKx<cYB$x18Qj&N_Ixi@ZbjL%MELmY3wdKBD*@Ll1Ib#q
z@z&mfmZ)==&!6Ll7Ah~+UfWss>1ngg5DyfzLyWN=fgt)#TCKc4&`yun_1Es<3aSBc
zkm61{E?8)%!AsP67U)Y}Igbjb`T1C$T|HT^?SGNp4ygNcrl-fKZkat^EM5|nx_rS9
zmmjtpWRk|UrT0Bl^h{n&3|HMDv*6gRR@@TLCbzkL)9rV7<WwqjD0ni7XyN>+`~{v(
zqAzhJ2R=+cj+kLkJK#-IB)4}kTfk9Nq$Pku0Er@4LShb%rrrimFR%N}0Mw!3;qIIT
z6+QJqkje^;gd0><lAY^5#j1GuZ+c9CEN(eAyDOw@L=`ERrGti$5P^2w;5v&@(~8Yx
z$|$b61-4B&)k?!4;zj{g$wm`QatRZL1C@U)T|M|1SZ7Yo-xLFl+tAQiaqexwmc8EO
zJg?jGRq4t7aBaoJrC88sHz%A>(3_2&oHY_HXWQDQBVl8Mj-o`BlVe9l?myjcZfUUx
z@;ciwwguZ6IS!{K%(J_To%YLd9?P}Xq<{bHMU{Xw6kVa(OnZ$~kq4G6X#`!2#n^bz
zY)Df0eqXzJcG;u~e{)1U6=~2<#B4Fa_aTj@gFouAdMJayPS=(OUeD(Hrl^8&vGdbE
zHkz^_7d~OLB}Z?a7v|pf!JmMvsO!1~&C3|a{9rO_0LS(C8SRzz*HeC*b4%7)<7#t9
z*l4kffH;eBdwlf<X3L(Rsq0J7tNmbJ+x<&tQhURb(-FQ5wTraahNaPIR}Ar`ZNJlS
zMxCxidZOG+oRMc$bE!fFyYE9H)GR}HAc`XeM|HjvX#&mPzxd%H`--AdvR+>3b80_S
zzZSf~)sq?Zq7xFr!!W6A0g(teVNXypS?~!6+_r)~x`LPQeEKDrEKFOUCSeg2d=bEg
zD4ZrRO+iyVBG%RpuytxE%tNJX8VH^zFFy-U7p3fG6BHARHfF1pn<ayL4?cw0=NH<n
z?Cg1p)O1ImmsVG0<>Zh%JNK;}=Ci+LHoprD4t^^H0V4SFDcih3i%|JBHUYs{vR;#r
zKx4b=mj7^tgi3lucTS;vf{gedI^1K_1XoW;j4&)48yl1H_Fz!^Z~({Bkqc|yjP)Pr
ztXzT+Aco5>_1H3{;IHA~n4DM{JEw?W>o32T>%MM97I5>y$CRoQ!@XZ}(!^4Rhs6KD
zDxpwtw&Gep$f6XDbl%$~{aHRGN+>0<|G_lIZct%H(apt^bj*TlIL^t9*K-gvG;hdZ
zf-mHflLhm<wtbw@!sf>#J{!0p%2WOjIW>)$?oa-chCOd(zWbcAN-zDV*|U|8sKeyX
zxJ33=*Q-|;hn`z{LP!D)p64eb4z~0c4}7^Wl<X86zH%OAR@~ADb4X`zp%NGgtt;KO
zh^qGg{^a448ep@0>5Btki_A-Hq1YT{Xz+!GZ%@OmL-2Mm)rx>z2OCh4QH_}KNXf|F
zns9Gr;qjrPx|*6TaE@+*7lh{8pU2zteL!t})1&VGp;Xj%4Bg!PuIVVk>9`3yd-Sd(
z1NOV=!ZTrN=G5%B;L7g{r!Ys>e&$H@;zy%&9+EZ%(eM0(d<GsoLb84vjgE};3=fy8
zw-scdex<S2*Vi{PGWu3O(B16^05AN@amFQc=I`IXFX5Qi$B>f@x>T?b_?Wkt)~qb^
zfvtYvXEf0xK1Ay8;E`~2ZSQ+yKp=g!8>UEcELYG5p&jt!GrW;MG&Gj}8>1{x#?#jB
zg-0R`jIj8`&aUGVx5@{j;?9er<A(06`|?RFF0f2o+>JAS0WGwL%C}Vx_E8M%vHUvC
zvY>G@fbQbQ9vst?H$VTYq`v%nWW^vAjqO92sDJl&V#hS9-m{t~N>lc<;bpD2%c*0H
z*y&1xmINBqd&5=96(wP*)UaJgJ`qwn3q96z1c@{!l-X3-p*{O6dUx-;1%4R$OHyMM
zbi&(-!GYV8R2#PPCPV7-0iWS*{!#WSF5HMp;r_de{L)gZ+}g57=oy3{1idb%yN9T5
zBj%jaF(3|!0yXh0_amA&zVy@cvqqyOj>Dhd-J_$&krtBV7?dECSs+!6@dLnP7s2Xb
zZ_n7wT!rRy6s#bFdY&_i&?zrO12>!ptU@565g!M8@-}f<>ss$DUtf|mVkNt;i4>%Y
zxcpC79n&k(Rc2;pI7Gy@O`Kz^Z<WoJdR^;zZ1da6fnV($Y;6Ux##ohNR2bP6vBlyj
zkERrZf@yJ$8d!0(Hg0qN3Pln)vUz)ZuiB5&zoDl9WG$MIZzK|jh5LE(bg3=`mH*CH
zr_C7{`5;3Vms+-u1qjuf;8e?g$;0wxA)BW7Ez+va;;)6Af8cnJrmi&MCE~Rds~%->
zMIP>>7u4Cjox!obE_#&H_uP#~?e)Uq-02aY8iSG#)|^RAgUoJMj@b0teJm6Fy}K>>
zElxL(Mn}$5-%T|>H*fdhYT{~*UH?*As~-Lr<4oqHWl?lIU?qngq2&;PyD{mbuaY(D
zb=%Oof7Z7DZr$UY55HJ^=ZoFl(gJ}@v2`y$Z?R5LPrePtJFudeEyO3IHiHofX|`q7
znAx$ADzpc;16!vEVmeO-xhUh^y_1|A;#8iqW=P)>bfw=N?hJ1YM{ox0x6e=JiU3)A
zi7IU}gO0SfH~)s`CGs0Ad3P9#_H+D;ryL%*dd`kl3PeZqOOoqsaN`}z{N0w#<@-oT
z!k}uRMQNQ!JxyL|3ZT5$mB-<rKpO!g-b-Uwhh6b?m9Am+<n(mv`1%u4u&$NR45ljW
z2OtLs5*Es@I&1G6qf7fC7!XW*6li{A%ytl|S%5)9CLa0ysQx&W*Nqt@Fn`Tm|GtZk
zh(I){OI==GMj`r|DL)7*_5&kHpSiqw(K~b(j!=|Qzkgrk)L!dRqHS|7bqW?G?O(9L
zZ=qTF3t~3R9ul<mFyVMwp*ObV>;|01ZSyK!dta=Zblh~S=X9`gUz%5W)0?X~h#{o#
z5K`IoVK^9DQ^6xRiYKnE)})}{4V?a7ieiy;k!WTpwIgE$)8|HfAzI=z(f0<eueXSy
z&Q{qdo!%ChF#?kvcoEdXc1~DSmsJA`^nO2jz4JG9{Y<mmg259`81Qw)-txN=wQWJ#
zeOj<X$*7SQ=?`b)M2hS)zDl${pHnuEAreL-;dVzbZ$QSu=|~WxgL{t>y$&Ab5;jNR
z?0DxAmF)8(Q!w;Q=0?<vjItj24VY6)N=k@%+vgn6K7ASji<ocVY=mHAWAl7GZF-AX
zl9S_8aq#R+Xll~XszI3Ve^(ucR4jcTE6vmD;lzzh|KP5Q#J}S-5#$kyIOyF#H!Q7y
z$erJ~&|g_oGqnws<kMG)7Z?;2my%+tq;8Ifhi7SNX=Z8Jx76YzK9&*DSP;*YKNw%v
zG?dpsIVH-+HmfYwQIN(hg$$EGsD-BmM&P}PrA<t3|BMEr30CNv{6tB+XJ!(>&Z)VD
zg&X)Gmw?tcC`halAm({iS7CPk5c<{0P%~?sJ73;hgpn|s@-$GPZ1H<jLcoq3rG7Z*
z@tfw>7LP18pJ2%N_*>9?qfUGxIj_}|j=rTIUnBL`30Gaq-XAU3vwP!uPK)N3>l#TT
zj57SXAGM_<&F1gN<z9B1&x@BDkBg5YbtpoMz9#*PIqGa~3E|W?WE9yj+O=(uKElPU
zV#w4Q;qD*{b6ZeeK^ywJnSJ5><FtPJm_9!@H?26^I}HqHQej`ug}~XV^P8Jben!*K
zJa0<${!xG=Zh4z$e}LbCB8(EVVen?>@Pn9aJt_^2(*g3DhvESWWkOck5t4tu&>~!;
zD`qH%A32-{{26I?URfCe9$vbG^Omih-4-B$ZG+c)O-xGfheN8jaI&^G{=Hipx`Ujr
zZ+<?ic}nbjbEZ3lQyMSCtYdX>9b2lXm0gh$8LqGH2M#5yALiyqaa#X?_2#(2D}xc-
z^*TE{7nhfT^s+Zc$W%d#AJ3|47?IxEpE&1hc`CCLbJ(MRzkKJY_|)W?K}E{EBGvqN
z=5$*}TO*K<mQCdjl1iXNCm^u8_yn(nB_$=b1(<bUfdLjWsJ<NmAKyV1ZU4dc%TKV0
z*@j;evo?$=R>w-Zc(lU<yEwEIg+*Z+ehf(VU-O8VqDKN&ek^(+U1zLE;bkCNnG;6A
zCj7_d!5(3w@w;|Ed8(vjyU2x#xQ>g0T60BH*^_;{5@#f5T0=+EE^V8#%t1@1uMvfL
zRiss5MmiP_O0+Gmqq@CeZ=s43dz|M{?$*&_Oeb@ER^P_pv(11RmfO~txvqD0vcCGg
zp&{dbX>r!}oVuRzp@<9+#Jiw5xo0pC$;_$anGMq#{F1x9ma5xkKVpgh!amPr_8UuB
z7+<4>wphJdPbD)<gLT_(xt+CRQ8=n4-tDsL)UmRV;3P>Jj5Fx;0g_12qIM1p>@+&u
z*}#aVp!onI=-%U9th7}eeB*3r5@&?<B0{D>a|=uf(~;clH5kUo>q{sq-pZ)83YX83
zhUfJgL%e>oUK1pZL&L?D78ef|+x~NKAnE1x`a#|$Sh|pump6mkK`x{KqoXAMrruQ}
zvjzqookN|YNG`J{k*3ms-SI#%f^xGlcjj;rn5EyCmrYJxO5apN^E=4&yq_roNU3&C
zm<hGS&XHM9P`qDusOiJ<`N`1da;Sg*@|$)qy5~wzUWueNfO6_O@BJ}QQfG2`O*uxz
zOygllQODR334YhVC$*+iiUWBc5@J^}@14+~<1qF`&69#oziM|LqvK-jnUW(I^}o2u
zT1Mr<V~keh`kJZN-Zl)}v0L)AHM5zoNz!MCjOkT0Y%7DZy~;p$K6lZJ9{G;7MaS?#
z13d3VA7(o!EAc-4?R~4#u=W?`$PD*;%)d|c?r>3g`kY6t?BL2lyH8vs8%EApU9+I2
zt@bsePggN_cQ!zjqSA|Re>`*La2+`8L&J~UsIXII2Y~BgMQ_lOz0PKXA5<QO*E>8)
zXJ+kc+Z&+M^JRkqgraacGVBIX9#Qg+2)C#6jpD_RaClvRib0CC<#l!vdU$w5RB7nw
z$N_6hZf>ql_Nv0S!e*gz3*dE`$z!8U8rj}H?-Z{5n*X(&DT4B!WTBX4u9B`yhY+No
zuO5WDTz2p7aKf9p4*YFCXXK>h<XSKiV}I)OtJG@BoBL6d!nJLA^&JY+*7_eY8CODg
z9AwG-RrSwzoSg3Y_9#V^4A^ry^XbD||J*5E%Re2ND~uM5mOh?vI{D!Lx=$<hYK$o&
z8&2$cB&#zW+iujd**i4NDk>`sOz+AHtQ6U|TW0?}UTzJS`(b8s7?)ZlvtXbz$E!^6
z&)M|6kBAWY&jj!I{T`nJEf25NqEop~NTl{HzSP22I}o)p#frJ`gA4SzYnlP`%gq$1
z$%gTx8h7`7D0{GVDPkAt?9qeSt{EJ<J^?<jj~ngxf6}R+1C&tltS$)Yb4mEntu)>l
zGPwD6$C-D&GBq8GVSk_GP}1;@e`nwt0vkmuMYA&yeO}LKprb<|o_|qcca%jMC;1;(
z2P9Bs)A}=h{!GTsp1ipD&G~$JY<SlY+!Zr_6H+Cxm`@?ISvSMBDeCJp!~1?+7n~hB
zOObVg1!Ggq%0@Fe&_~eK)y3w}Jd*)S5>ir9Ao*!Di_)y5WMiA7#icHvGY4A_LXiGL
zV=`o<bp9<VtBYCDp8O)vV<s$v(F7Jv<I&lifHlJ@v-+1UXfv4OM!XosC*Y*{eQ+d#
z$;x<<b>YP=`^(D?S86kcm4?2D#;=<^T$6{kSnZiWnOP`vpNRe+?nuf>#+@%`lRr89
zMq<2yigpQrRZe*?b}@}iOl<e7Srp6K_Rl^*$0<8u?8%olb0GC~v8VZ_O{sDjsnE($
z2~=T(5rZ}ORK=7^mTt(1L|9La!xrm->}(2KK8<<hOrj(?D{Jb~M=A<pv-d$s`IAR;
zQ11994}YB&ml~ZrX{echUbWE9KTi$)lFHJ)FkqG5k3JV8{m^_=_-USw@3&!$z=)Pj
z=NQ<z9*tn^lw4}m`<vz_m)%?_mJk=NgJ)}pY&dVsRA4%*qP5c2p(i69O&V_U#A)n>
z3-0^E&<i@Z=kg25Nl9B<TT^7`p%kueZcb(hl~ZP%wwn+jh+%wN#n(r~6Fz0O``}l%
zc%en-W<WUJycOz@BDWBg=f^EVZ#a<AM&qbZQeNIWHdY%_2P`5tefSpL=Kb`vv?JU0
z5CFs)DNZ&vHrAmzxrn(OFMTs`);~Ue)}D<9)+S4hR(NmCre~Yu(u%S^ar20XrGW0p
z9<{5U0ZWhZw6uSm$aTruJ=I;6{r%UVTjLd${zz<jno-LA6Y|v}1tL~)X^7m0EuS~T
zEcFZK*f81bQ$6IZPv%PIEap)YLGDq+wYFXVhgI*#Q{I=|1fvfhNtG7=jpo~}-fg+!
zueNQ7OwchYS4rou(hwxg<24QVMNVpu@z_L>0)TAA30*CU(Z$+`7qA%b-q>ffCvi3}
z=G3cWTyDxeJ#CV(sv*y&m`}|g#Y&RjJwCGR)TScA!5Mv*gu51|-fM6RbUp80p@2`V
zSHnL#l54*aqCfX66UwdCKP%4<ZC|}zCDYl(_|w6bHg`*~8RsL=!(-Fc`{q^vYTaOs
z4gZM~XgKU-H%BqKo_AN*Y>{0@*8Tzb_s(k0)w&y&>`L0UXpB!a=<?4iNwFcsexRsR
zGjnZhY}~OtmEQ)Qj!h=A*49%RT3S+jLr{TQ;HT4yL>y@Zoel<b82$$a&Qu-S0pt%=
zl0nf;$K0ACxR{hz))kuhQ{SGN!eU}ffvmKnHRiG(987NRG$4@&Vqa(Hwb8r;=|WB}
zE+ut!m+pQ!G^mWs%(s<GO;U0~!VIm+@j{*HEg_OPq&zd*xHxKFn5eP6l~?O=aNM%;
zkAjM3d`1P#2k(=#>0n|>IFvLY^N|VGk9&Dnh{8~f*z>k>v3P^Dc(&QLTzfn|z2H1-
zB<Yyxk+}4rV=Hg81-Tl#6|1I;MNEZQwZxbSpR@M~VgJ-S|I{73*j<-TK}FU4oR>!{
zRY_JXrqka~`2lxN>mMNeiOr3aW3>^gkhrj-G^@SL{>a>7ip>IDuF`uDe&-KK+-QwD
z7slpUP*(yA>HB*%;{qb7@0Wk*E1nM_QLK2cx#TCN>$X25>%A`ec0=W3hcMmDD_Wkm
zF?hu-Nw)xuj;GH)e=>h<;_Zf4Ho$HKy+LqEI|#d4BG3vt9C*I4vnhUPgSN^3WFku>
zYM@LX71i;WTMj;WVtOG0#SfX`d6K1cDbR@684a;*$dz9~t&J}$E32cmI4eh$7KhuB
z8cg`#A~%4TDlGi|?d&|y>Nr`$ld<-q#SrqB-u6!zhGwg*l0{Z4$(Zd(>jR4k;NLD$
zO%7rNc+8cy?r(_xX2X`L-lAAyt7~gZ&35@>CNALLYHV!8zAilZ{O|G-z&Fk}1J051
zr-u9>VVBpUa8hw3p=cQVc^FI-R{x6AT&)^^w96-Q?qtX3%@bre&#r%*0TWD#7`nk-
zvtHly*Xp(DW{aPwsc9z8SYHz^uU9sSyZ5_XGSw%fl(0&l-C)!7oZm)jKaGYl2)&-{
zm@geJ++Oq+VH($;BGbfa)t>@yj8HJoBfoF!pc521yWBRcr{BOnz_5td;q1Gq*ky4L
zu-QM6BY09cQ^%1?{Q4S;MxlmjT2Tni;{H1^%?T@<o3<Z2O~FLvVWawIU7bkzoV|fM
zghmSt|9w?-Wm}q^ZH@k&laQz$k!4)NQgD^-giBMuK}qt@?SK!7DJhrdJ_6x7->F{~
z7!H#<<NNWvb7-E)FROjB%ByjQ)Hh6~rl&m)Um@Tn1jJ@pzexYL>|LQuw*>{uX}=2x
zEGgXk%O@w6079M0d2!OK`IrvQ8%<5kar68C#!P@IBs40@7*Oj^mRlnJh1)|xk^3i(
zn(7P$N8!0!G4Ac{kyB6rmR6*7H4}i7aC654aV^-rsXpEFtZ6NUumYk%M@QC+iwo>Z
zmGU|4sL?|iUOqlRKwiV`zXVS<TSwa?Aj$XbWgG#Q`5MU(KcWBgClYybK{!4}eaN8=
zweEwde6x}|y5uD-IRC&{KhP}Mor%p_^nQwYGN*hju~Vo0+j+&UX&?S$(XM{5nk<}j
zZo^vma@6{b;|wgXBjCOxZ}NX6U1d}iSl3oTLIshM1_c3WNokR8X{EcnLqMejq(nec
zDe3NRkfEfzySwY#_x*m%tXZyEv*zA=&OUoT`w2PD8Tr`>Cd)glWk}lcOigY#FSafj
z5>;FPJD)1X++Q|xVjtbm@Ysm$p?!{W=XX=1qyv)1H@quzhGiN9bU{LOwsWsn(Fegr
zKQP+u7kZqOzcPOPWR)o>flNX|f`v@*s_v6pMU;K9W^dGO$jS_34BK-3Uov#!PtBeF
z@dAlo=S-LCQFmH8Iszb2^Rbl>^?gClpseL9A~de2%Ze_np@n<nnmh(~0v5B~wZ@2u
zrTR_n(SN6I=Dv?>$y7+?#p6`KeMw8(INNZ!7<>^2Y!?UhIP5^*XTtsnuo@iM1mCHv
zN;x}of^-hgW!B?qLG6W9!A?3&ClxR#{u;98&>`KS$LIPjzVJse3tqqy(=juh<af01
za)#j?xw!3|=G1qLQLqNBf8*-aFU0Z*m<yI!tFxw`VC5grs`AAw6~gs6^&iyI)I?oa
zz?VDkJ^qQ2_bRQq9Y0igh>f|G)T4o7sHH>kdYbx(|K}-nT#vF>b?AjG>i^tQm!maY
zkBT}Z`u=O(4Agk{h;LAoL4xYF4ll;8iFGQwMpwt^*4*E0hVJ&A>k!t{AI~I^yN%f-
zsPgU&3saSIj$!U4|M`RR<lXtW!>A40`-2uoe{I5l$(RKhV>M%}yU+%hb0GA`XJ==7
z{Q=}D^qn-fmychWd5nCT%C$*83j1a2cwjVB`(aI8hD1=$4MkTC7mut_wXh{oDSuO}
zD3nf#P&!6nXdQ4M^|<)>ygv?}!oo<<;!WZd04@6U>z{4GPfK7;;Ezc<as2$@T3}^c
zM+Xib-f+$`THR--?G<JbadC&Ou~)$(fOkR9*VA*&b-#wKwzig*ezRI|Ud5rHnZl~+
ziOMfy_dnKMdK*LN%4+GS;}(vhrek;n#G6?>m8sWb<<06_M%d7Q?^PQz+0#7zZ}vk-
zRr)2NGfe+&sDgu)^hq!u*)E1~9jqCIeNT$`JWBbnD0r*(PZtv_+AP=2<F?8tmfn<s
zeNVTjSKo|2rY5YBeq*`qsz<!!)4Fm+CV}hY^Xgejsgk1Fz?1>~wkEWAhh3@S5fk*L
zEM>Nv+ZBt;%WY48d56|#f2&pLdd2yHlLhCu<EHu}CywsgBTRn`JH5#hMfXd>!QVD1
zwMVbL^lbwyo8K1i*`DeGODHkF4{VX(uM`C)Pf0g7Zfk36)gp4JsCjv1@24Q?UChyO
zRwnW_d9M1DSSU#+L^CkP6*5Li**QCx$D!Yah8ie(fIji???NDJv+jVBu+gubj4fLX
z^C+V9h2~)-x+rU8WVz&ve{$;P>azt+48_zn-wC~XU3s|YxLjVf2dQT_%#7t(#2usj
zH+z%xNBDp0bWJb@M+7FOrKivD&)xf>Fzpa4LHeU|_SMs0w==SlGHn|kn0wb+m!15|
zcB(dS49Y?ehIpW4!S_Y*@kX>i=<6GnSVD*lOOd47eYfjLeGsO)zua8M&i=slcGdc$
zc4Z_=U9?6tL(}wh;%@yliqD_8soj~5cRG{Xo95paGI`y8JQH5ATgHnZ;Zc;#`{SZ?
zo6K=duFx7YcVd8|AYYaC^^&}@Vep9@M5KXBiFV?9&-zj)$s&}vxHuMqNBAzT#qBbZ
zh4yyDEV_3>Lqnkge<<yRmestqr@#M+hK2?mJ#T{$2CSFw+}@#kxifhE^O14ru8i?Q
zs~$UtvsKg)-e;sgx(1sf<Ix=3Oaouq@iAj6s%f^T>h_Yj!~C`O*|&IS*2}u9@&D7l
zj$ZM7MCQKt3_+tx`gkA-Z-Q;Zr8-HwV}qL&F%V&DlP;eog-wZ=Wi>u_*<OvbaIxRY
z&^+qNV7)Ci(75$i%8<JsNmwJeXtnC|y!LoS<Nf=uBGln!qs5)bCM}lOf!D7?c5llb
z_YXeYeY)G;-hn}^^B8y;A?{W<4{hoRO-xL@uI5o?LY$VoE(I<o@*Bh%Rg8XEeej8K
zVOP^(!^s;FY2Kf45s#BW33_<47)Z|9oaJ7xZ~uhK7O)rR>iWV$EOBx1V8+P$w*|nL
zQ8M6IP*qX!3l0tzE%O#jjacjmyEUl#5JZ9Yjf_9e2bD42bbDn*%*m-trF9xvXf4`8
z5epfgNnIkU6t`roD$1qa@LHjJtjNI3^7VK|!62bx7RLM&wZR|1B#-B(w>v8EM)YYS
zS%%d@%-3j@eNwY7Ecq|Kmk5&lj4S<db4u@M=Ek>ww%82@0f_7cFdo#jslo1e$?u(l
zi+uM|A>ypoU2vw$I-{*8tfwGh?pnH{@VHFmL8wYZQ3<jTU1^8ERSV;0nippprt@FV
zX^6xVrTYu)h9J|ObCaqfsgB1kyEG?@%F3fMZJX;F5n1wOImH+UO_y0OhPXIw2UGmu
zsXpk6<M>)lZQtNQuC-hxSYzyyl%mrhnryrBJ(la0V<Fq5^HDu7wz`3pyC<bk!he6+
zf{mq&s-|ogF%tir1gF55i`mrFw91#!@RFIi19o4N>2jX3Dk@QJ$CUuyA)XxiITZS*
zT%W*-3Xxb6Jo1{CH+675muY7tYK%#}^ecX3C|&QZWE~q3eVin3wB(Tl`6HArRwNG`
zwNaLPC^E@FgkXPKR&LB1^jy$Tm1SI9HZ7QcCPph@N=UYiS5SY%WlP#L+a~46ug|RW
z<%(cmLt|?oj@y3QQ%MPl#^rWt1+59*L}J)|L22v@uxY-n3n+@`iCc{S@4cG^L#)St
z@5X5V!uPkc+HVnwvE}cp%My=B1XK@68o-qe%a5!p_|~_woANr9a5uxI&FJQZ31iVa
z-}`gNXFaAH8<qQi;@{Cl<=$>{v6O~a9C(%*`I*#tjgRQCm}Wyu#hIVL|7qHz>)+95
zUc~~N=YlRz>ycA&c}^lMSve1YApplSCFLFrI~;*jx>`(#t}{EkxRR|CVN1$xrufUn
zeH~qu*%}lGh&5$itm(7}b>s(?sh;6syvWWWqrkU@hEy#97#W(hYlr;lH%VRTY$l2-
zvHw;Jh6#n5*z6R~m98dT2yVLv=q*M{ph%vBMmUFLFW%!JaK-3mZqfJq#?p)aBz<2M
z5Y<uc)Uc`T{2M{(29C<yAJ14eEdKmXnyj06D;-h8yI8$vf2GD3+QpcsMQz=1?F_cu
zHP7ly@JidJ5&6`}S<CsI)dR*OeD*)dcX_|gtp@kyoEmVY9p>XW3%}j_ct&l`Q8wke
z7&10CR%o^;MrF+AmZMrK_^DLEV*x8Jjq(vGPuTs#R0+w!@bBs-`=E$9ui|Yor2eUN
zoMYTClf)2Wrj+5dj^EYWOHE7r*PQhNx&%BtJXK0-{*a38nYx<c7dC$HI~p8m;5CNB
z#<0U?CTmwQXp-&J_FW_9-HRW3SRS|Qr;c>rEwT!%D5xadoBq4^+v)fE+%qnUjiVoy
zXUWsmviWBE-XBQ00zBpy76WFd+StjZGd2#73I4O7{cwWrf1oa)S)Z`CXFKD4>v^&>
z9Xz<aXj@-@c|Vh1G+cs3b?A%ofV!FykIL)_ajDiObZ5wHhFcrj_rmMP|IUOdo-b{X
zF13y>?l*qq`=vS1gfUKd(*MMD%A0?fV|dDOP!<-Q<<{fhG_n5P&QlUOXp~qIvqrw0
zu0<hlc*UU27tl_Pba|qoUENO_7oS7R#MgSKnYVR9>ThaO=6p}Z%$6e<UGWbO535E=
zC_=51p)RS!k<jUnbdB#c)Q5)t_N#_`MAtIJ?L|!2xM-B-%TDD!+d-LTMn|m6u|y;6
z8HnvCa6)q>m*On)-zZs(4;{{kCBI`c-TO#XqLj&P|KI((lFaDu)cjn2?kNvKT1`go
z5jnRh9j#pwSP-49<P@Nxq0Ip!$YgUQ@3jnR;3i|qMY>rzZ4f}Mx|C7-Kn1U;5BoY(
z<Mv+yX+%{S=e^V8<MijLq5eS*HQ~oSVxjrH^DXq{MYq8+TPC4xyLkb&KUt<08Uk9*
zk}Id(FruQOrhvi-b4t0*tbd4%R8!wCg(`1)(arj%9#1Uk=&8>oB^dGLxTlf{7!>rL
zNSt53+>r}WdKH9nU}VOiSy|X6Q&(Eb4omrWwC)vY3m*#|qcwE~abgVh^`C=pU2Qwc
z@e8<n|KbA6Ek>DwM=C2TLDperzVSiG+-7lpUPxG2IL7V`#E}|zCkXi+ZM_PeNptna
z3vrSa@s(sc6aEyhfqe5hl6JQ4^U4C>9T8nw=ljmA=xP|Y!t?V!6p@rfJy)gf9QpbA
zpegcqYRGHx>c*Pdt-YvKcmD7tISpIMi4<a<!Q2TWw#K0%FLft{0Q+0-?^Rfdpi+3u
z#*XL3rBFN9Mhzt`JtxHVpPhU>4_B1xzogmj#6O~o)vlNjKr`h$X$6pw^UhRY;#(o3
zE#s{%&7WMmO#Y9Z=1(z1>t_7YLV$#noim7z6HwMCg8Y{TDN=U{cqki=o<LDST(79T
zf1J|2>YCrJ_Bo{^C7rh?+R`K=b5q22Ej8H}jLoKG>7o`^Rz?^tvIGl@iV)pTN=iOs
zF(NmNNa;mS%CcW6{<G$pT};piImX4iyNsyHqhVG(5~tA#8ubiLPUdh<<qG~7uPv6D
zilIbBgxufVyFIBu7e&J3_!S(0iA2I*t8;RkeKZq@zWb#SBFKb-`~T(amqYjq%BRk6
zH8s3nlqnosax4_tgO^D2msU|9@6Y3Da9>D2aaQV>yPau4Trd06nOKp6I1bF!`)std
zv~!>?5y}}Zwpf(|$`+vjyYISE-FRhIru@eE9T{r=ShG#LCY-Rr>WH;g;|DK3@Rc4V
z%V~vJMXm|IeVhBAc}`YVlPSBp<;!C{q7aml@o$KxVl$U}2IXmBr6?4j(M@i*f#RX#
zo$7m+!Htb?0JW$o{hkkD7(;X>57wt&Ju^w&aee4l)g~f__Or)R<I6uh>_BJ{A!Xp_
z%d>qYnQB!oO-V5#dHxd{YT2KSE3)yX*48V4^Ix5&$Gk)FopV~}BXVw4*q;ge>VHG%
z_Ro<WPY8>af#Hg6X5?}|q1-~?`e<-$d?Lc3@JkOf=_<4nd)JAVw0}A0ojWw4ocnJ!
zce%?B$%%U&<0`AkK4)W#1h<u+?d@V-XY;7Axc?8Jy7rrE4fkt~$-jM*!qU?GPrj|q
z)py~3f5)5Swvm;=qot#u0M`Kt2^Djzg#W}Bf<S@0kw@K9XjPv0qLXuk%*H2JWNKo;
zI=Y&=uC_KaD@&+gcXH|5&cgDtU#H<l@$bprUPw``i?=ts3k$;as?}f$G?JSg<QN@+
z#6Rsr0-kw0zu#pNzFOdvaUy!)eUoreinDZk^fGE04<LtsK&JxLuRPy5E>K{QHC<4d
zC~4+gda&ab2Vb7|JtfFt_pBCIN{x>GcJJO5f>rWivmO;=?RYf8t(wBFm<B`vkTavl
z8AxTF_l5|^ukX-h?(hQXwHE7x!0mIF1Hq?XDCX=J(_d@z_yf(o9u^QM%?5x97qi_`
zaG8h~)Re^&b-nyM*>b0uC+$Wp*yu;FU+v+}WFoae=?5#IL;PK?8~t_s5%>y#JHJ=4
zmzLK|qmfH^gDWcbji8?^e&asV13RRjuMAM)xolvCkeEm+Cnq;;t~o_sijme0VAsJE
z#LS|mnx_27@8j2rD}F>pE^XupR-l7^-dKe$dxm3sZKl!>Y1L0L$~o;9!rB#-l%Pf-
zfuf0brz+;teV1oNW<5y`4~V7aLQeJRY<{op<FU789FO0W2F6kZA>5CAeUa1XJPbW`
zIm(7dIo3;a-xu9eK(6T*w$<Px7H$3HB`t=9e7E9-L*-JaAHpFjgqSO3w4(hUbIlg(
zfqi*oVp-NGa<Acl!$B+EkJl`pgtj|+QUV!1VB^rp7|u8QC2FT;W}-o8->17s?nd%;
zqL9{NUPeSilku<)@3+%?b75hhwvug5tBKZ9v%y?WxJwb0T28|%TT@k$a43UEKBQU{
z=jMKkj*gb=J3KvIov<iK7Kxr@?j%E}AB<%+!tRj`gyq>|b}qH&ak5ag!)><+{QUe%
zOG|AJ7uvudJ6`4|U+j6rO@e^C>^kqKISq25byAUYV*0EbYn+s#Q>{GNeKU$ETflDn
z(}tfD$tZgkCHYTx{4;v0H^hE&HrqXwoBE>RTe~n#mUdNa^b|IhXi!klyRor>kL<@^
zsBUG#YwT7NEZn@O%>^#691zJO>_iyAF2)9;eFlqQ^iio(oucaZh!bKSE5?@AS0+>u
z?6Jh>Yl~q#c+TK5p{`B@rdq0t7e1;Mtb&5G8@ZfnYHGoGlaN=En3G?f9p*gD`@Uf7
z#_!+1cVE7I8LM`p2Pv&p#VE+&BN7us#x2W(?#ZE|qH1btLN(Z8#ovQ|v)H(YDEnnc
zNPSQ4Kon8ntV4oXq|dlZA-<p1uEz7}^vt<Cv4jn5rvE5_jxF!*&SPJdKwnV(Ahr%C
zDE9E2D*Z=%OKqiRI9Cqqe`XgBd?DSvWVdb=N;nk(2eQQf(w7(a|9#O877sLL>**M<
zQ=W*7kAG;)R^F?<CXZX%`}<PK6*=}%Y|ew&_y<`vL|H!ALey5WmX*)GPv|%&4{xwo
zXt1c7v8WE~Wsm5NB)P9eWDSi~yXv!#?tylNO|Kc*d28%*a^^ka+nd<ujG}Yqu}@pl
z=mdsWmE7CVwiM+Kx(XT=mX;74c-O1_4m(H3r7q@%Rzpj@e{<&&RQxzm1K(Z$lL~v%
zNxS8zG$Nb&Uc8<vF<qKm|8MxSL~TlD=Eqse<|=HHb3>J+<mA5|)<rqHFMMa9r(Xmp
z@(Q{Z&(fTk`IIMIre!l;x7RMgt+MHg&mucBv$Ho&y3^{ZSy;lMt9bkNEsy8DMDV9-
z@yASk%}vZzv^(e@skUl&7~n8oaw=UIKeAfj!g*lt5)oe)_46kIm<r0muTB>g)T#96
zxdJU=;hw-!sQJb*wSeqPJ?%o?Q%u;FxO1oX<T0rTVcC-M<MB371bJOXFLbEQK`Gzr
zz~Ht~)0Q@VmQwDQV^g1`rsIisXSb_Be169-OEjRq{DH9N_Af!AM^0q~1N3HQ{a?m?
zJKIsLKmFmS>0dvVu(XWe%~o)IBto|FZ7S=yLu@;!d*+D(d*n^;pyfnqAh6k<;F8E3
z79Dv#;qpjhC`W(u+1EwAxL@~8c<0{L>02qCi@1V@Ym_LdHi&8NtUH|vmP%hpbeU-~
z9AGmXgRVAuT04%Yt5f0<1M=jb$bI0V?w1H+2>th24@CL5>qkUTs*a8vQ&LiL|M=&I
zz%!CVRAInE0N<|u+1@;U-ejd6CE(V@V^QO??>ls=;x*ltqYzGRKV|+{*AUCuXj(EZ
ztSm0J0Hy?U>F!aMBo=bCK<y6=o4P2m4O^^>@^~TXyw7!l<O?hD1xq<Lp~;G;vxZs<
zxSgFdZ-r*a{>a9+!(2Xc1HNr*EXY*}ce$nmLN1gULjh#s$@%h9z<h^ft7T$KN^T?}
z+d}yQ8QXr7@`vR`V9=>|tF;<meuehu5cxi(!uYUsACYEwOW|k<hmX+~I$2z6N?PHK
zxt;5+I<34J;<UUyO2w>Qe5Ed<RrB<|5a?@sQ@+TcJR<lc@;rIn)cjZ3Q;Qaj!evf3
z3cr--J`B+{?lQH&5R%;vn?Fl!%x=3r;ASB}EpH5U6?R<v%@1#%y_&c153RhPRqD~n
z1Wcf%*4-kU?XSNL6l|-*KWUFNPw0&NR(94t0G|xsl9H0)X;&v6(zdoX)hMm^+S;K$
zK1d*z!OzoZ@TwcGp_+dlRCPD+Fi#``mU0@Uy?|hYVj*~A=>j`Y<n6n6Sm3dumE-~R
z@%ha~>7;)y=-3&N`xZ}7@*<wJEd7-6jL#bPr;Y2B(2<Al7LgeR<Tp7u=b*y@t|UJ6
zOr|Wqb6#J*{>}e_$g4YhZbH|E>DXllD<G2Y$C*wEGL#nshTK1EMUOMj_2^etcKXox
z68}^x8)BnlVq)UP{P_I{O$h7a#3Jnx8Z={yYHA&y8sDfF2eEJ*X({c|1_q&8e&M#v
zUe*xSL)EhoPEnq_KEhs_$-i1{xP8IRO&B89f;g=ZpW`PM*|Kk-qs#8RyPFVu!#lBJ
z?jK|j{vac%O1hO#s`Vq}RU4pS5Dj(WsZSfh`r{F~wVPUWJ++`9ITsff38_cLzuS+r
zOibmK5v8g*Mw8`MFlgCOMs^}Jlo0PwVVW2pPmCRy)`fd@V+b#xvYMKbj?V158z(0x
zgNHTYvi_40{aN<(?N4aDvx2QgF<M{V%s$K>w|vfM#P~uqpc2{+1g%X{R@MkOkw83+
zYj39(`&NnZxK9taKu7Ypzs{siPTh))oaQM`zN&p6mQHOHDI-e9zb4<Qo7dK<8A=uV
zckVx~7oHwz!GDoJKxh8yhcc_>SmDWAO^@5&_$Q|*Qn$KTq6kk#?T`DSSfZsgtRB}+
zB;my(JAEAXHmZa{W7Zp2m(QKvEnIJH|D96it8{!RDk^HqPDCxA)D3q>OxW`YY@FJD
z@77Ac`(So2{e?KXi3sYhNa}le|0QHZRwX0~|Nm_V^o`B%FIEoWvqArHOKL8z(d_nZ
zc&XpPS^PCyRrkmQCLmH+_CFyc96#=S`ZHK+YEF5o2OB`0zP<vDX`zdU0D4|sT~!;^
zF@g!d&g@OejAI*h`Aucy`C<Fukn(^@fdMD6q~yit;sFDM%!UtwP}BbW!3K6cv|CwO
zS$b<<+cLGj5aPO#-rR+Gtv<9kadR>QDM8L}q%nXd7?dh2`Aq^crz(`(+jq5}S2P(M
zFrdtwQ-yx^$-FT~5)G@BzdoV->7*6&hMlIA6GI!6W-ztze0?r;d-$t%8qYb&3r&%*
z;p*Ta*R&&!#0z%P&FQ{ov_PD&aesXjZHrE-@u|9<*RY=w=&}~iE;i|e)?;k!t5~XD
z>(?i_+Sjm7z$4+kKxbq$@&0OIo=rh{tX7NG7;tyHLu1iW9F35mI|z@ydP*G3Ma|15
zHoi;z9)A11(@+%$|1RyzmqK}}8e88jyS|rlcAZ&jIxaYaU@jsmO4Rs|k$gVzm_eJT
z&we708oYx=LL#G}pb#Uva&29A*KIS~)XZA%@9${q8i2J8S;HN#0Af~hg<NZdbu)Z>
z2-tLgu|o+QB*OKAZSBl@Xz`HIky?z|SS&F)>^wR(%I*nkZO4w{>3JwH{-Tay8EZ@O
z2sm3feo8O5v-AxZ&`)ZY^ehu=vo01~9_)DfY^cP)QciH|;e_rTD-9d?ZXMN5n^=ad
zxJl9c=O+Myw)MK);pWa`97xzAH5G{VQvF<ki<-s|ed&-l6;S4nUC)6#;A=D*Rh6~x
zwu4D^@*qFSg%R4!5HVp13ABdW`lRS+_0TrYZ*r6SHj@L2@(V@G3SXT?Sc+RP*o0rp
z1uJ(zp>%dbVq#=0Q+HWf7go$Ovw>5NFNg+aYKWH~Ao2eMCRBFq`vc=sQz=V~dlsP9
z7n&wYr8m#aBn=GggkY{e22L`#1LnP4)+&V1JUFI*w`n$IvF?My>4!9PVyL!9rJ6;~
zw|0Cvl1nfpV9<73HrlCN#DsKFLU1St`1}PISIpmM4{aR;+1eLCffUj2qMx7jVl}72
z^e^8fZQ6HZ&l)_JQ(bc7`<1#h5ca9&dV$Td%ZV~`jN2>R{;!ZRsTp<l&sN@UKlQ4k
zYoBo<nUy_e(oUZIY*m%p*!iP3YZ*Lrm!GhXP!N*>s7NR`j@DS+1y1FI8bz`m!U=tT
zub{%vzIm!DxRy=ENmiHDheGe@XOXLi2SAs5M@NRMy`%&oA*~&rA`VJ9IfJ_Y?4RE}
z6sh}6Yxlf(aKSQNU!YB&jNJ3+nGfpYog=4XcYc_B3Z-1AN}VTdEG<jvf{U}V0%7$Q
zERB7#HSPl_6)c85OG{>!Q*gLG`8|AEY`-iOY*RV15{HcT_%RJVeNI=(j?##RUc(2Q
z34J6FZ@#}hTslIcA2bUz2X#$XT(3-qMxXA@2hdl7!Rw@-75rz@($cU5*3|jxdJ~g!
z6;WBukB~A+@4eK#Y~!B(VWm3N(fPua*2>jU<c^Z((BBuNzkXW{<-5u?1QmM3%zLi$
zeXAP&QGfPA^!Db{L>X`Y)96(GSPW`5VER*lH%nd9Cr{nmV+PBRn%EC;|GQ$CQ3KOB
z90uPa>!yjc;czB@i>cmAP5x<v;m59SnwKbdSmY>mdx`fzjr`u~Y#{9u0)danpc8^Z
z3cPl1$2AJwxv~DRtQ>lZm-80taU9=pX;QG{jNWht9ve!8mYDWGk7oEVuxz1G!dsko
zf2{E{QeO7`_b^Y9k&yur*V*&HELXGYJA_s?nM)B?FQnjBAk2_K*#%Ms^L`#dK|%2U
z>|b}E?HN&;nwqk8a@vlLciLZQLq0<VIku(k=6QHkJ+eVbV1Mcm`_M0)E7{qB#-h|;
z|AyYTyUcoa!2=~`Zcew@9<m6TwaWk;S5{#(cep6WjDDXSV{<&~@%8Qf!)eXzMlbkA
zN6lfxp)2nAW29=k3!#z7YkD_BUqJ&t((~Z<XGKMA+~$1GDg?zEF<cB*mxQM;u5tM<
z?&9rUqbZ_8N*prz$Gy8>jemGu$5805;s6~Wie3%0RN>O;>}?-L9<sk(Xl&tp)*azd
zJgnSAe35J2G14n~o$vbJjHaLGyVrLg?lcS7QrsP#^^?R!e;lT}H`la{vnHP)@rK&R
zz>d8CosJAH4iB#RrYNaovG5}_vPN-orx`!w+(}aOyvsrJGGE^#&jAIOC%0S924>F#
z;em%FWd`-q%rNJXOU)k(#wI2mwQh&tLy_LLsi~#)l1acr>fBHN-)|vENpj-elx2!J
zT+y&mG-FCu-}>bhoAQC`q|QLoc|D!hO38!7dvKk-mHe6@vD{y0^t!pyZgIkI8`_fP
zhTCgq^Qp{isTaH!4i&lfkXC}0Afnu@^^@ax$?F{7DXXKeinBty0}gO*U!HzKOi+OT
zInLtz*DYo)F_;wyu>5DIG|)WeM6U{JkVNj58El4}L9x0c^d(XLP1p@SzYx4>y<K6Y
zrK%N<%F4Ly#paKeO`aZcBI|~?e)h2X@}Bl|F;lXIo-wvHmfb{hZ&zRipFfKH_U$lD
zLkbxu(QVFC%7`*`nv<KRGaVOR_tejzrAkSK^1#l{!4VM`_a!Xs@fVTC?yLclR8tBC
zcP!pA#`p?L5J)8tjzS5bdiLzIUW@;Sblw3=&d9hpDOcA@l@B}stL3R$*r|QTAm*G~
zUze1Tks;sCJ*}c`!_Wm61F-j-SU`^W^yv-+;4z)q_6~x67|K$`Y$eYkn64O1joB^z
zl{=aA$fP&ZAN263T%DOT%NEq#-{j;{vt!tyd~|_QZZ+8q9Xfp3U<+XcW;4jxa_mZI
zMg;fWJS5~lOm08n193yD*e!W)wr-I3W%L(v!SwW%DYLDYWj(dtDPN~wlzlsNTnLP~
ztGTiJZDOT6K3s%acxBGll)X^53APKxC5bWQ*lx2<i-N@eHGW=GR|f;ck4OFD6lmLo
z3ErZgeFGJrl2xD^eV&SuQKDonGc4>-4%x3Y#5fYg!xcP!6>=H57wd^65Tg^e7vrpf
zDKvl9Q+Gd4PW;WAJE`JfVyXS_R8&M^UWfdL6<<R^75$gS{UYC&u&8<YCtWOeS&e3N
zS!~bt^zI=cF_yo%2!^<M5rxuhf$z5FQ=#c!YRre}@EO$&qwo)^Doxw0p!kBO3xIX&
zejajiaxig#WdfArBmgCZfZG-0Wb=h$Z^vU-5x7i0Z-`mc?bCv;8%X9sP^46_?&Yxj
zr`;a$ypB&bH~Cx=vgp34DYODrsrU7!&e@aZH|iP&_aEpzGR8GZ?~vfRVMGx=4T@T}
z=k>?bX#F?OWx&8pvwAq1HCBUOGQSm@X*~Ddh?1NN@6gkjd&ilRkFWVx+Y{|a&Z^F|
z$Tr<_cZKFa>ez0`nrvkzG#&=1@DH!1uf}YGS9?g5;^oFqImx%r-mt$ZTttaw?wb_D
zVpJ&^e%}<#NNCBXlCpRePr$y#Ew-;j{;U)YnOQr?eQeDkX%koA(JyYUfq(zrz?=gm
zPB^tcJSnLc$WK2xOz;DnpM|0qu}fHt7uq4U_+xAy9g8X~0Z2d_C6$v`#u_UFEQ42o
zq~xrbO!_zJ{;sSX({F-2NMl&$Y02pqa^|iw+dNau`T_82zy7G9hVU?OMe4`jKQ5}M
zpaB?RXefV?7Jgksv;0gxE=Xvr;R%PC#e<jsG3d>d37c7OxDUJ)_I%Y5>h(?8och@_
zGBvePXT8Y=Z$YpqZVtZFe9QW6Km*MX87H%#hjM4mW5}#p@T8-M|NAS07;LQ9u^Ym?
zofk`Z?1AD~yz6q2N(BZgV%#>=xZyel2CBd5<wa48b$_F_Xl=iGYGjb{Zf;?r86tlh
zEv;qu)=YkQ<#9M6GDz>tXloO&K1635v(M{}H?e9ti|M(e&T^O}5Py2aO~N*+$0IL|
zp<W_NFQ6&CEZ#7OEAVAbgRFTZ&tf#%UE&cebj5-44iKr#PnNsTp-D+SfE-Z0CXCTR
z+PuY#U*7r$OZgf>>1k;Qm{&&T+pzi*m^<N#Q&;gZG%ce}Oh^D86Mo($xX2N5+o!3t
zVb=Iis7HGDzLiUO-2|%UNslzA7(fpZn+rfK^USY4N=rY40nK2l(yp?)+S%P2be73T
z!U|k&*v~|q+^ub%kD+zDx!wCv<whcJ|CUM6qgFVzb5W#OZS19`gbd%^e@vF(Y|@>?
zL2QzW>eJRQ(c51yMZ+1{s<)B#!gbE*3{|c)b2zHJDsF3wQ8}7MZ*wPP^(d#19BX7*
zR^iUaEi1yMT&lO}jV*F=W@axD{Uhjc^x-J^3LarA`YjicX=F7zq<(RI##EtE_u^LS
zWVK*1KfK8M)=S^OAVMnL^gi25R?^NDl;UpLy646jsmu%+SBb*}^c=1_oaDz?U5iXA
z0WJzfn=WsKg`spBLWCj^Z2?`WwwlJp$Nvsy5wJ;Myr@5=0lJCRWcd>u90L{6$rRdR
z*mwbk#ZW$l5L_aR;XF^LN5yM4iJ8ppa6}{KTLMZP%`6=Bq!ILM*kJhv1f2HoxQoGP
z51TnyEEaXe?}5o*3uPEzGp!wu+}qob%!taMsiT!BfYCU!Ip!tONe2@wve_j0ZZPEJ
zLV*YY3)=}lM#wUeW{Ulss@?PMu+rgy1~F`YIcYj+kkm$PpQC`Vw7oe0fs@mHLnG@H
z?Z|+{7{T6Gk+wkupVNr#P-PdMJhJ0G18o}Iq6|oo$FECbO?@L7nY8c+AB1|DX6xEp
zql$J8;nMqM6-^y8_&OdMwQ1Cv%Fqu3@u)kFEk65>$<%K3AB_SVbRb<#M+*<-&xD3d
z;5FntHQ1au^l!y0iqD#8h|0{Q#Uy$CkIB}GX`~lc8uQSB!7wzDEwWeuz2-X&jV|y|
zXF5{lK~!f@SAkG3OO$N~WTynck%eiZvZm&A9@FDju=>;;)!g?@&{K6J3kNW$tEsBC
zgA)BGx5J;|^R^0`Svh58<rqR)_?gxs`f=0no>(P}q`y0&#+<jecJ*TFit!E@GS<Aj
z%KtA2_j{!3{KkfqyE_q4$RDjScp86#GoO7PX^ZS4FZ<u^AiAO-hV!)8Rg4iW)*^Xi
zy8T|F3Tc0Me43lDhg40TEAga+5(PL6xh`R@CIxApb*Zr%W$3e(b4HXGsjwKX;618Y
zvj2FCOCq0+fl?AHmG>FNClIAB0{-q^7l`5$fl`NF_o0;`=r2{FqwAgBMA}wJPC&kk
z3j03dm!bAA<v25LCPkl#8&RezPEx11vnoY$Uu}yc;MMK~ZX7_ZOR*yw<&)m5we=No
za>QgabL!IOHySM=^Zn7bn?Yv>c}~3pKg^a01qZlutw%SSm8nCEFKlX>sZ!Gp+;3jz
zEnUbUdCjX+>GsuR5n9u+$w`+FxVLII;LC<^*4!A*ximHL>=0$P2FD6u4i>`ALhNF;
zo!|m^UOIz%oN?#d^r)eUN#w6zeXx$G{+Pn=b@lqyt5?Wz&FJ_ST#Y+|(^2ceGzaY(
zvkMEHAwdT?X$e>8IyyRFy^#feR!_@8j0oW|zVDe?n%SSk>bfad<isDK9V_Fo?<wB9
zM{}A<>8+%6zs(QzB_lsTWpI!~rMuHc)QbnPWW@$%+~VdM?-UmokCmF?fK^KS?nc{d
z(F8iym<MxNrA;c&1Yf+fU;p)dm`>F`@DuXg^<QmH#tN-eK|j0ynVu;jV^9+vQE%Mh
zipvH^46H<B;wKdqC4F1&WAiw%<g}jp3k@qGD`?Mioy=0W_twEO*Xp<NurbkTVq-5C
zRzd6`59z$YOZdL4&rR5AFhQQ6wg+o{7dl&@PF-J~E&|vNCSkdpy(oEl*mc@{nF?B?
zW+ybjNZT4K@{wk$O6!Uc%7B}_cX((3Q5vco*%>vOM++#n9i%Q4F<lyisf-l#^udrc
z0;R@KMTaP|v$Z#oH}LD%HPux=1Vt)F$K9`g;Yi@u`H7l8(*xtZA1vD5i%P5mVOZF#
z;Y&-A5EfbSFdndytIGW~^P_Jpa&MWArtYx>8{11f3u7PJplC+X3aRt#n^H#ci7p;+
z4GO|cvB+=grN1*=sPNh!Q)nkM1w2;143i(iHfev%AnX-HHgMX^$c!N|Q<UtEuYErZ
zsk&?Eb)-X*p7+7BtgNiEvMRaW_yN-)^LqdB9bn6`H|(bFoO((aa=OY?-8(K+@MP^3
zXODk*<B4~i)ls$nhxi;qQhVuasUx$dDcPL2-Um;aUCU~acu$m?sXl!yBPaK#s0fiw
z{JzwBI9sI_`~m@`QXjr9s<~op-G<fz{F*`legzwtZT$;+tESohRPn`?k;A*uo<e$h
z&w%L*Vc>OLBm7W9zYz$0DbAG=i~Dnw<AJUFZ@d0cC}At2zyP-hxWuMUIrCJz&g>Sm
z81oE#?Xb(=?o#b32QR0gqpz8^3+iHj78(riWU!zaf<u{=FO^ZbhE>M#0USkmckhHt
z{EGsG)h0Yb@OTdBe);E-w7y^OAv`5@^Iq2TpvYM*ONLr_V>NWv;#A`!W4~dF-smfH
z?}^V<9|EM0sHWO`))b1rr59+NZH}@VXV}ixogS>j+c;yrE*bBRpcIF&%WuS7z1a_v
zZ-Z!qfCPY+u4uNeyjd?+Fk0fYsoEY!9)?)9TL6ym7fc4bfMYWS&yz+j&6p!uYilbO
zAz>#(g;@0SRB6h+dl%k@gK~ic18+h?!fTKV$E*U;_h8#)R?#Lu{nIzEF)fh%eP^UT
zY+BvDy9dsNk%@`ZOqOuQfpDatrQTw@=&Oyxc}J}&vS>l(ODkH?!KvL+<D~Krn&Zqu
zEi9_as>k}SLwPbkuO9iJ=!Dhv-?fswyJKy=jW2AaMSAi%x$cC_J!n7>xuo+ifMuUY
zh$KC|2-_!iDh60NI8)F0qXDEz-Z-2sJbg^Fq$5Aaz5SoSQ%=)F$2pf{M%ruP_xtk!
zh$FFWbPoviB>e8UaM^%`n5RB==fQ&qnFR$E|5evaO=*I_g%Q6T_PE&C*bH(*CDb?g
z3n+VyNRJUFC&3w3P+gU@w5Dfnd)2`j^9iNcJ4MB}Zf>J_<zgX3Z4KntTvgwPyv%YL
zf}Y1xeV3+VZn$D~nQ^0mRUj<3V5W<Zpz5wPL=kmsd&K2z89J#UasOr0TdKuMT=6>o
zPRUsZh8=_8jfI;aP3wRd7u+T!W~BaZfCn(%eEi6l(&;F)F?l03Nv7?2tn!<~0{=Cn
zbPNKRqI5pag8=^~h9`?oi6r*&!sc9--&!h1Pv7Z#8Ym;z=u}~_O4`^}Q2QSsofC^C
zFp_*D<sHc;!u$mqlrGr#5Wdp)9o`-`Wd{wiuxaM<V?zL8Okhq_jUg~V_kLJGRa(6Q
zgdZ5uUjPxM)YJ;lQl7-#jeAZ1c#;Gd8S^xDBtgzH^fltg$`5#A%@sIPUO@IU5jt*U
z3rOr6fq5ej%tyFs;GUzPqtmxpP}f_}e;LRsyHW94x9q*#pKy`X%%*8iw5H^kWaX3Y
zY0dD4n62&}Wfhf$jg9|~M|Jx81aG?=Ykswh0gXxD<j5Z~utZq}Trpi}0#2UDeUS;W
z7a`CNOBx?jWsf%tl~1)E6moo7^_L{UHZ<<j;nyPmP|_1>>cr^UT{Ybi<&uLM8#@=5
z4nx-Yt*xm%*3S<`<9P>0Mxx;wX|HW32!Sd9w%;<btZgX`deCSC+DpQ1?+bm#$voy|
zbVJCpv4uq!tm!%-7|CRR0>m_ms;XkbE$2=WyAR>(vbDE={_<s3m&5kf*89sYBK0&L
zR$m;?V)7DG>JML2mH#e+NwxXY@}VJRxR-q(+vc`ELwktNpj*7Td>uEpK<COTR_iOF
zpIPwV%HPi}5|Zk&o?6LmquJRqZPU|rbw33-Iq|dVC=a~Kt$Y0`(8f?P(^87FuYbmu
zJe+7{=yn&rd}Sc(nX|cnJCl5sxBFzH`%K%3E%}ts=h8P;^_k@zML$v`o9Y0QXhupd
z<}fhhfF~Eg^Le-+s>7%!juTT6BeZwG=OH(jp}D!*T76GV;Bt!%3<M0KcDt}|IN?14
zzfbVz3bjUWS|1x9pI==ShfFR&8&*rJXr!g3UjmDNd3dhL=X|dP4>!2#M-abDUm`|{
z=|b8POVoFL)!WKAVCI)TgdOFgEi9e^e^~Tey%pYx(6@GT6EOd^Lvwb70yGlJN4mAH
zgh+&MJw-Y9?Z~mcUGFa&b-aqNVJhb&C>=68h<&xFe4;06gm-cmDX%@qG`Oa$ETU$+
zd=d*ojOdj5_qi2wo4mJ7Q(b{li97E}QWG+x*Vo_i<RW;4eiUW-1kriQb0-l<c1IXX
z=@m0ZO&DCDUz{ZKDG~czVho@wb(&<lVr^X=qk6`$IU=y}{IubATAX)N@J4lE1=#<f
zoS7gCF7!nl1!d)-<+0d@pMj4e?ElEDAay+mu}lR__WLt#xyZ4@_5U&qutTV%FcoQX
z^uZ#v`<GyYPhpla0#Rs<?$IDHClj8E=}g=HZ@zkziBi|sNT+b-4c%Wf+-3r1?RMLC
zN{fGy_6Opa?e${Ty_iRgtK|bQ7Tk@13x{Qj@n5{G*pIs-N^h=4D<`Fy>yQ=ERelv@
zIQKAFruCj_+TqMUuKlzd^-!ZkFc0gg2I1+WlQvWQbLtZ8J_{RhbCW)!n7#!V0aahx
zrqJ47o!Nc-_;K%O%dI22{w>@)Ha2t&jIuMmt<8dl_LdeOZikhl{+)}khN#NBd>3n}
zAY+RLKj7dIZXTY6?QL22>gB<ZOCQctLziNj`$BVzVS>~wwBfjBB-BN#O3}$qBO~bR
zcjK%!$7_uc-gY|_mgZ$~2;3w0+zrF0C)Ey5oi~T%<_6hAQ1HLpjtrKo|Gpkh2+Kb~
zzU$Hy5YcSd&WhvWgL<F4hP!ZAMN#fX!c%LWkgI1STN(F3%}ModL{Ro`oq$MZzr1)F
zY+`7C$M2O!BW041M9}{5<=-Q}DyYLd4kt(pnvq{xXMCH0JH<N`<0#8E`zK0|C3q}T
z3$1otfQqwR=I84OxDPovm7Fe1fPlfI(knGt2_7(!#35ocu8SB+t_$cn`|lDSd-K{o
z1cx)kkq+USDRi|G5kZFeMU~K_WQc!#ZmyBJ;pU6ngbd0m+1xmudy(JbfG0r|kMqt%
zC-@WcqQ#e#up#_cHw)^G!wGx>{uN1!wI^wMX_bdWsEM;)-++(C(;doHicA8kZ-&?<
zgtVB+`FxRQm5;e=ZyAeAIKf5j>$qh~HfvM_r94OKOtH~JY>oTn)+2+1@35$7k>1ks
zSnchA1pn1$+^eBs?Z!l>FuNqVDUzKw^7CO!y3BQ!Zyh7UK8?h?ceB1dQBZ(|mwHGe
z2N#z{8E>)Gl$?l&Z=2P9@2h=rh@$|q$!_ZOF*AH@B-e#Nnlt!=Nw&`FU|5gey?b|>
zh}Yqnse?S3pjWNNPA62-gL!dsMHwbPLyaqU#+2yA;`eECg<Q_eAdXw7uw-I_VC=1u
z+S{8;UmU**Tjx<VQDY84{%Z8mI~=36uW`~Zn&tGvA95l;(38PpHUWkH2)AOK_gBQ{
zFFZAp`Gb!@`n|j)C0|P2h6}8Z*a<*O08P@+P^sLa7sT7X!7}ZZt8e7x<x;$xk8W>}
zT@c5tD9x=p?mBXan^ccHWy@uZ+}zv(fb3Jvx!h^Mv|A*W?W@{^H9?48P=7%eCUB8C
zJc{T1bn~M81RJip9@vd<9}7lfk&(&4Z+(f;G6AICH+iZqUHs^Ifhdm!uUKN6(X(53
zg6mW*p9|p!*Ts`wKHf0_riKaHB)Ruh6I@pjG~qoQ9+z>BVbk;FSgWBJF4o(S50$7I
z;v>oNbFyhzEmU@x{W3y&rEMdsO$%+opGT~Z#3G+~&<9nN>Fts~N*UWp-#a*H9%+yE
zf3%6q<q_*UiR!j!Wz!WD*@nwm?&w}WKokDy+y%@;2(fT|$1UrB-;4S6OCE@1!_|}+
zC`gc3AtENGzNHFS52cEV3MttJlk-h9bVcCff6y;ZuApHN8w~VjENtwz=H}TdXQ#Iy
z2Lb=W1eoH2<Q*iP+Mzlioc|@F+nsV6Ya}fx;N#|mv7us;QSk9yJ<>zkJ2??cE=*Nb
z|E$37Xs5!mE^F!GA{a<KShdo?M)<m^xJuD8P$Ybgp^`EJo#DMLKPPA2HM0&lC}N4`
z(9Yb@Kadwh&iV!+xn<<RK}4U+smLSC*PE@j7+mSCDqS*}o!oJLrT=(Wu&Yh-KHpyS
zk7Jss4FxMJc9ycc5ORKU@@LR)<~WJJwJ6X;=v~C`1*ZH(*!x0fY^id{*ca1~R|#aj
z(6u#FfwMWJ;8DOX!mF!!=;-J!bWK*npuYF__ft_(Ip&lEDbpDpZw&kT1$?LC_0=9q
zJe)#N5dOk|f2*s5Ny3NV?)B1H-hnkSu=0>n6~(`>0~;^jg9m+6aqM73;LkLh|4Wz9
zxA}#bTwhf!Q+nUG;Hhc$dx5c_6B;Yw1NqH3lDm0~xmzDm!y_Xny|%_pe%%)#au{Hm
zYL^qf)9%J?x2j7X`h#oFK=nR~!zprBI%v_N$SF7^(J&H)!AS~WvX=JtKRWm23Pv3O
z*ai+<?g(kt;QC+C>qiWigWv>KsFOAOS6XM2LBx$<Q`Z5{mMF-2L^qf0xdCkih~|Cz
zF-jg&W?>;qC<*r$xzVyrkj516hlPw~;ZjLH{>9-_ESI}d$sWD;m*r%8HXtmlkJ~RV
z#BQ;@$mUi6H{X82sKyM7V|v2d>*FgyfdkZDFFNawrw={`Xr9H3;TcJ!D>Bs`4V)Ob
zxt-H``e0Fwj7Q7}P$1Ve{Uh^91X2ig);Is$9}jCwM%Zt8pV!6Cr7zSRv7Y=et*$GF
zfwXp4pb`H*W$JEopEt>qh|!4X=ysR`FJ<RI_aGid*4E!2A>@N{+-Y%y0;e3{B#kLy
z=q3>cYKTNk64JcX%!Z0Hjo?W@FF@I%=|NZV0{Q-ZJr)95hSJ&^QST>2L_s+@^ax8<
zU?I7|f?&LG-zAR9DeZwc?-Z7K>w{3~Q#Sh{iIc7Akob6w7`TXF>lG-7FTXbTnIv*6
zS&?CV<Yu#r_`~UxGq#tsUayi;?8nb}l|+(+k<@Z;)6KWDQ$XHL{D>9_MZ1vS$q%L=
z5eL-Ae!mJHhm61cx^hT=cm3tPyz%hIj}B9FKlEJ&iY^Vg^kt)F@_U8DvZbxFDJ<fZ
zi-E=D1X|-HP29gddQkkYewStvN`7}#)d;{am<;DuW4s5l>-qUPKlbeL=4d4N5J7zJ
zrLM`-=!UXNA&Za!m>Yog4J&#$-ayKtqM<QhaU_+m#wv|M1t9@84o=PSG8vokqnvsj
z(fe&_w;!IrdlCJemb)>n6KA~Klb9|ld$M`Nzo38_%mWR2qZ}lbD9-i8POUkgQ(66|
zd)z{7hw;v#h1X$^bm~?$L6Tij_=Q?eUH0`D^fGr+2-CgaHSA{8jGZHYqR@jGf4c*p
zS^L|E*|!b~+6}uM<Eri35i>G-)@37JeK}&YvRrAVoJx?fD#dmCEo|4+A4BJx%*ZR0
zrB%VCx$v$r@M;Ek)orEEU44BSzkh#1U<XzSvbdt~Nnq#lNp!LPcbVlJ!jA|pSXnip
zV_nm%_7niXl@O|mNX%f=-rU{}kxDO~7`S7KHxGD%lD78DcJna=7KF+RT>CyRmR!Pu
zU59Z`Y+Jh^C%7})6cv`~+1T^}KjPpFCoEF(xmok8ZvE3g>>wmP*escRz3)Nfkd*Y_
zlJ{`|o|^D|>XIU16Mt|dCqoW|eDyowf2|4+4=5S8mA`Grnk3x~^ljg|agcq`_+Fmo
z#^xtE9)ID83?t8j(T_qs{dK<nI+CufnpCT{_fb(~U+6X}Bb<VP-+3W2XKrpTAtj|h
zl&JvN-mlZ+iy%Oeh=_>3el4t(Y=-eaST18x=k`L4d~2)uumZGbARLH*|C6L2xLx&I
z5Q+p|M!?C>%Gtbp#mWy>AEEFK!1i%so9ZVx+W8=S;-!K<6wbMWKUVPD<Td#0&mtsT
zm!s6qHgXDRWAMLIOb4rO8LuRv1$w7dsM~$cQ%#s<VGch1hm%eF!u1Uc6q@ahfx*F|
z!xQo6yXQ-LH*W}EV_8W{*H}!nx1-RYq7t!It1;QvSJEv_3H*%@^j5dnWGoz+>uZg$
znHARvZz-G)-ajOtU5=Xr%=(zP16DAVr!yWNDsupHiieUsgGa!{<&;b(10lmt;B))l
z<b$eV`C-G62lNfxz~X8<>7HvKzQtMKw4Hl{5N;vN6@y24cz6IK7_h3C^=ocx^Mm!P
z-O-u?5pkb3!KE6R=aB+@zwfKeU)Wb&)%tBaLJQIi1A*;cIi*~6<bxs)qlf?cgW`|J
z4D&xa^H>Xca;Zt-ikchYb=MhNU%mpf+Vb@Kfgy|&1NTIfMloV8i51uf6}3K_vVR(%
zYU1FwnqWUFi(2D|exdZ?ORDC7QxshA^D{52cja;10UY1H!3)(aSmG$t!_Mj9?g$U8
zy)hc@G4DnoHm7{&OObWY5g;TG6G5;n`Y!yqIyL!tUK(tUH48Bc_1hl64!#QHOz^sm
zG|d_(X{doq@hkWSVBy;iGa7@s1v?QU3Cafr<2gm6yO#1Dh-O3lI{**`C#|?Ejme3p
z_S;V8RqSt8>+G9QBtH^;?kITpZ=}h8%>tFp(fM_ic+l&kYrBoEYMPnpbnV<_G+r1v
zQ3o^RQFS3|x4U+W6}d=71Uc&wFS8(SJ<_{M4@wt%v3z^6oy_9QE-(3&D&R`D|8akG
zjNs+2S<sm>^@^)~56cprbpI~W-1G2hxqNEh-@njhkQ5M(&SA5477I!|rA@;I`vZdA
z^ygZG-5?pyc8qRI@43L2s>n~@SyHI|sE_ur0Xu8R{^48P9x9saH%6kY1+@pP2qFbf
zVkiK&U?RmRh5SS`;_S@Tk%ts`comhND&DZ}Y($6;`P}S1?kT%u<>XL;_FW}M)$V*b
z=CmJ^neUcu0VR*)4fx~gfg};%L?G(NkMN&A|GtRP)Guo?dd=}h0Sg%h>%qL!akXaW
zizLKiqeYs$UEA^b0Q-Y<-4AyrXH+`Z?zf=*;`{U?ah&A(WuS40k!o|*-zQ3$h0MRJ
z|5Q(lI&9`u8~|FvrZ+HX>clZLiuX=U4Q$HpGOG8O<=i(s3C(Ejm7KnrWfkXuAqY7T
zSBOq1TtZ>&?|EOEMAEbacH+#xxPDVkJx-!moI`q<1y<KtgIDJb90Ww0bEW8qti&(m
z<Zdz(uIv==&#f(qH}{9_pE!g3rR18gDg>ik07?Cl{p232kZwW@j?%~BADrvsn(u_|
zlvcIGdj0c@e=O)Uw7pZ4hT>FP+h_AHW89Kzz13w%*`!#%&3*^i&t&MDVqz#j$Or7@
zzJ|u+;e?XT^PuObkI7p5`-{ZcMiI|6CK=yffV=ZJkxIGFeqmQY{B(0m3xecXwck$6
zs6Kh}xwxVN(NlYtw#+o?vJ|@PYQv(KfX~%7WA&u0Fi{R*wb7oM(3EEVFFg@w2In8y
zO$2G$nMgk0+S<rnC5biLyj+X#V~*$0u8x<^Px=q=rzx*or%zUtsU7@|?dQ~ypYan>
z67zTZZu3Mla)d`ygfa&Ir3@ypVa!5FB=<T)xb-~AQ}u{uL$<_|8>1VdwH&6!HOF<{
z7`eS&?bBgHyURK-s-#U6)?_PX>HnBqZlN>MSMW?Ht(<?C@7djyDblLezF6wiK*swV
zhQo<gyNQ%>JwvVA>H53mwA)hzd`Dti+a4K&Wu1m|uwoq=T|NX)`$C{N1taH|mi~Z4
zir5Ymy%?Is#ly2ZSn4F>H#IRfX8m|(3(L^J(9oS!Qgzf@r3I8i;4&bJ7t~xvCUr}5
zbN$hLE#MlrXCw982?3T`dpn})J(FB;ynq`%I|?b;ZSXvQDj7;dQ^Gy@vWz6l-!etu
z?SRX4moD@+TI!%&#t}n{EAob(F(uT~aw(^v!F-nnog!v(VVP9e^ehTrM+vuQ?O3*S
zjs0ggibx5e0=qtEd{NPp_b1(DwPyo7M<`DMDTJ^LC8!iFtr821oOn#4bxi;~jz~D-
z2RQc|$+$Us9&oiF8jY~QA{tiY-3t~{_X##O8kKc86oqs(^e`lcWsjEp`xRBhI@^aq
z=c6%rj;igiJW)f2l?ns*{x9$;Zf9=DH-a&E8oM$m=m9jfZyg;=+gkW9iNV@5U#kWv
zX0HVV1n~3lL?Zy{K-hYUlY0({^Olm`thPeu@JBB3KX4pzJ?!CP)cyr9DxilzSSY#J
z8HXj=)@;KskiCMqf%B#gtJ#^SsHlkHL#^-C)x9s>K4=uUl8>u*P`@4NEe%Jw`d3BN
z^TxD>m<{1N3zn3LbW^H)&B)Eot)oHgEeJWxaeV@2d;>C;t$+0vMo3q#=GzKfP?6Rp
zdl+F)L)^e;q$1`+@7q)FT6pcYJ6<RfW<Tpc>)!EN_~fJcpXp=qc2}Ncw%BnUb@7iz
zNYjs=IKN?!&lIQ){%?$tc1x3h-IR>ZY4#YGgP;_cv#)rpI5aA(=b>v{SDph?=GTsE
zSl|b{rl2q84Yv{+V6-od@X;Bx8?2{!5FAX{(=z>asc$Hn`D#WE_W1Owxw>sZcvLhR
zGyMFtv}nA%HDr0)HbC)&>PZ7@>!~TFYgFda!n<JiAD9*?33@>xdtbv)$<uc<>H>ku
zbMMhNqpeJOaN;8*?&o_O;H&Ywpf?#@M@ZB-yQ!iZwTg5&nsQD?|43GST<9wJ^nr$k
zIPL=zAT12fR|eD&W5jlTozCQXWLvmgjpafXazN9l&@_=CHN&sa8WEI)9uF4TQw6iB
z`n%Lu*EB4^Z}fyI&Ay6MfpWL8U9}D9dLXI|=!+Hoprq6S{{&V|nZpl>-`Lr`0yO;*
zv2hjN%+ypjA_NW~-3!5ImV1J<*8h00A-!p59+v7AueIJ|AwvTRnxZt=N`^U)c>tvV
z7`o!X+JN30z*s9_z|4F+lszFI3$v+wDn2e6L=dK3$|sr3Bj3`C7jSmbtMgLeLwoCs
zeukSZ_4aALd;izkb;o1bhVAxHk_b_#gk+SJj6@+jBV{EcgzONZvNFm_Wrrlm-dS16
zmc2#xF0-ufxZmIR=lAFL{`bE1KF@RC_jO;_c^=1c9!E$=SMaU6*ia4W-8QLFJ%g**
z5tUfA($b6a9A_>SxCaCVwheZ!|6RCnKfEa<vWT)=fmyfk4F%bu1$`@bY7S<eS_<F4
zg2{ddU*t$}UJuUkZssuk{`cPlrusdx`m-mQY}HZ=PBwbHNItFfV@sS_h5LT9fkKq<
zBhRmG?d{g{KgGcH?mw6nH9<Khp3oAA;|wUa)2rz}HRn>HJA)d#uYGSpro!e}Z_tCR
zGj9l&e34H}d2f4zn<iZ@Im|O|gQ0NV&$8uPaFC0B{Aa(S$Y07Yqf|TObys<sVl$o|
z+V@km&i8w0%r5`sINs!-h;onNZ%2RJ_@SYChvRkd74|BBhPeQy_c!33bwd2waCXt}
zcEP4w=F(3vvDB>G9uN}JHtU&^lyr4w`dQEFF$Xyl`L&#2nSCnfyls_^41Rw9G2J82
zXODu~MO|V4o~OqAN>1yCL!2%?{c-I^)4|6ZRZFa%opi?GN#6cz`@AczS^trS!UL{b
z(|rZhkqS~U64<#{!(yO`|C$oa)J~&!)zi~szY`r2QkkY(-dSL8;oq+Fd0kP%d>aN6
z2@6KyKi^OD^77s;yo|RYUipzy9!t#4x|p^<)75J;rUu-{04+0gUFzz!>X<Q*RTena
zBbI-=HFM|@If>${^pX18#hV>m!^hbSuJ|$dzSgNEovYKGE*tFhs`>qUdE)12bxlod
zyo8fdK2y()Bu(F!@Iaqh)@KVLiI3c|_QjgnF)8nKb9h4R&d~9=SaH+4kMu48BC#&~
z^t;eK`2tHw1Xurivnj4TAu_$XJgIrI2!~R4(ys~=GOCLu=R@zV&XZ#l6KPf#XbwW|
zHaR)@`OAf?bQp$dZEs&@ozbC`*qqzi^oR4$mg0W8buvwJOSXIi+#Hdx?!MO|mmC+3
zefREKW=SYG1rW`PjKL6E&s}>p2eviv!zsmKb<nE|KqXr!&-QPY!t)|?UyjqoM?7I=
z*i*4OL_PDgS5m>)m=&rMH0}!^9T%Eqxh~k1>31U5<kqX=tln!%2Cmb!pmLw1%7u5y
zRfv>O@t30Q|NO;}n|ASi8^20Ny>5*557hvPd(%{52Qrl|?Ioub+$+U073SP=L#Hl%
zRq@y{zKF3XO-VdrZ2lr_i?bGJ9SZDb^uXOy8A<IRK<<LsFH^3}aChHKs3c{?ZU&$T
z&~h0ZH8}3*+_-TCFF54r*)?Z#jC|AET3ap0n@*OMm3{8#$b@hrN^|+RklpN+Gd3ri
zXkH3k9&_d~IYKAE-t`UA{e2`Pv7bL51ht0a1eEPHbD?KGHB^&RPWGp+>3D}nMpBa5
z?|vS-`tRf0^D)_?aR~`5q@<*<!XFV(EFc*h)OQ+LQlRGB%fj&Nnc>e#D&6c;F=`z)
z8-=>-xNq<QxF{eXu$UJt?W)TkehHE!3^84kkWeoy{`AQQ?a%_GC7G6kWtTf+9xjM-
znQyZw{>x0fro;p;I)*GYN(mSfwfARKg%vYKp7DnW8~E523=0en_Dzl1pX|!DU})rU
zdKp<@7aNrS)8b&|&H?%mvTeh@$0$4BtEgzYDJR0Lj+Ty2J<FIpCZ>Ep8G~O^62~65
z&>EQ&BO$=qvQ$+kKPFA(|6KCSI~$@b+&eQrf8*z1%GdI%PvhJoG~^HbeN@TBG(8CV
z<&=Ox-o^rJaBcblAI7_P8YxJwDZS4>@Ab)9)0pl1KNUn;v^@y8={&n7bN7izCfAC7
z`8SHkD>J^U4o<-#ksjhPX(mr)<>lj1Jb@WqVNG!@C%p)mWEC}a@}%<;_11H`WO-{A
z$h$BE<2W3}OZ#HFzlhG&)isISXVyTXy`zJ8t{7QBshM_jrP=hCZJ<ic^l$z{U*Fs{
z+f~c`{RmUKUomf(=w@f9%V*T256d1^w86|@jEx+57&DBgQc`l>`kl(ob_@%9!OOSt
zw`FqxMn*3n*=ty?pOon}dvK<+r`9s<O`K{?TJ9U&f#s5AZdC>A>6v@2CX1@7;~zho
zZ6tnfjp+!#Z^nLlw#lgwMe+LDz?ON5`R&^@>iPMESnf#ZJ#}BhxWIo|zgp>ENNB1#
z{CG}#<yxN4eU-w_;!O9t&wJR;DGP+=1woaJx-bB9F=s6wc#H(IDCRgQ&}Dr&jm#?r
zu*SdtOh#AJwto{HT4o_&V+o1$M+=6`@)?Cc%wQdhatD+%6+&Jvcj~UBGxe2V{-ubD
zm6>@o_LwViY^=?dG}g?i>G6im^R5j_?Nbo%u;O<6Xq1}vluT5s6f}6B%Q_yx*zYO^
zqs30IG<$)yud3d=w6u?Yj2ISJKPymEvM(S~+_Q_l`7>X0ERQ~wM4e%Jw#a+dp_%0O
zpS64$pIke9m?=3nLA55JnrVFLgU!B#K+iopLvC`=H0UmQ$A)(HZRrkGq~mE8Y^);T
zq82dN{=7|v<If5%uGKc(R(w#loww@H-B$jgX<DD?Ee9>_@?`OCf>#gUEfXNyBlW2(
zEB@`XG8O$dHMK7ZW)5*iWl*ERI8^P7CE7=LhG0hc9ev1I_;hhQ%-@BVpNMbI!Oh53
zsa}O&sN6^6{4Y-iIvqhC&Kp0!gQzMUOKDS=-@mMf4jCqC0BLA=4E-t}RC6++@^}m=
zs&K1+?bWN-KiMBvl@EKdxQu0u)>McqSii*zJfuQT%$Ak9S;<BGVHYRsi`=H1*kt~&
ztNVJub$7Ls!TUPDpQ(!&EPwr=lIGxpSQb5ApP5s3oP(2`-c==~2J8tr%c@F+)du2*
z`o0U#tsHb5XOHX!91#&M|6u6kWQzhLxq*X|e?^C@R_fBzX;TQ&>%P=cvq)Vkv0%Su
zLv_(w`ZsyAit9aynr6;$w=)u4;?J+!DM=*!R|t_e4Bt#UQnLSf1r!f6SP79r!~|!<
z=ic6fc;wj*MG&z-vH`0~zyoU=ZVxZ-?uOt5I(Kt(PRPj|9HaWI)74Nrlx!^1={){@
zMl;t;4BnT!EQISf^9ElmW;x~?TsZXR`d$TQ`{SdDYC@-jop{VDIGl4Di|byS#WA{a
zb%loCH~v^vI;gt60Fds|9*US1PN83!iAn4PC@>l9uWS7IYK(1Vqdohb%Rj!4*g0o3
z7GFuu8LYYF(%N>cvoM>cXtUS#SJ}EV#FYl%e*oAY&70rxCMrq+0wbu)Cw?pj@|m_<
z;$#nwh<N<N*~^J;iY#OCG=$7hiUc)YUh^w*TG1%Hb9fiDbYlAYrxCE~oK|jQQyd9u
z4U9z)3Qr1ZYOw3=5=uK;J>{5*Y)MROOUlT|I;<4g|E8OjKH}BMwc%#)n>9plzvPcj
z!MBTC+R|7xo9qrbv)e=ZVzT??hcUu1ZuuCpKN`A8<3zT-UvKEhE(P`tKmN^pNvBY(
zFTLF1<K7G0qvqc>)f4P4?AN^VMC3pU-4z9eop`L%s-4@`cd~FZI_x2Y!1xW@iUfc3
zD1#9BURTG&%=|&BOif*#m}9Q}Gg7-X=0Uod-rG<^yy66vfa=NL9md^Ju#HAV?5G;9
zcebccIVmUSH6o*aj*fnVFfKrbOY7w9-yjIbkt(6SQErlvkr_auEEnqyvkY4rjkSq{
zXlsO`k&8^;iBR2i&WYYk>#Z}SNH2&U%cwQ{gOKbj2KZB#_f+j&`+7sJUVfa-hn$JK
zxA)ZiqEA^H$3gFke+4rUFFp=(`knaI(9jnT6J>j+NLC*MqX)6@8X)Y{VMo7x!=jXr
zpFace0Xz(SN=ineMIp8VFY~mhNJJDaAzN8O882KbX4v7n4<;4jE~I#IiTr!F*zx#d
z@#ImkD}--oEGst(pXq7ND3(>5KwQ|rr77S@QuL4ByBPx#3g^(wK}ObsbN9_S(F#(=
zlbbxl8Io{V7CN4rYkwuFWpMT~&Bc}L$kb>QWSG^%Y4P@Qz3-E4PW)!<v4v%Sw&&p0
z2+VmIG;~^cvFYl}v6hW9mapq{gsF*B8(kRV$&=f&HTnwZ3a|gI;&?;_#un|$5SS5m
zo#H~N4sdbIyu7baGqp79Jv#k!w&{(0Ku<3Z{PIxjzJc`XPSK_ZAhifIzptw3ou&_(
zF5>_GsQQ#TOIy_fIWiv*mJs)&b8r>nGB;y>a;gi|im8Lt*=abqQ;L|kQB!NGZN2I^
zt?Sl4=XAS5OISo|ezssP!>o(@ovYTX2Ud>p%F@UH@=vh>J4N8I81UclPm9FSVs{A0
z<X_~#5!CW?fB(53e5j)=?d+I2IS*y#+ebIA#TAsOvYlaL^9cwzygWCcC?-}aanx&y
z69ammKAE&OwD-KMQ--eb+K)PvSAxe~=S%l)|Crd2x2<4OL|BBf_q^!yFM>NwU8)lj
zt2>us6%Oy(Pwtjl4(&g+&N`Px(GpeD%8oZdLE<(xJlKCkG7g%WnyRPW-M;m=(G^>>
zT<YwM-WY?`lsh*5KXp8f*yNrqe=C38#7|!Zfz{i$ou)c|o5wYgZH0wwfZGQ;1+R67
z(d%)KApqwRl=X;E(i%@*q*Y*Z-6d9ri095h2RXTec6KtK*i^Wh8XCwFuifpvZ9l3_
z@%?uNZH_rtX=|{qjgi=?KyHWe7Xm_i7sliK|A4#L?#yBd5!3M47>{AyTlzBrSfVHF
zdrP5Oxc$ZUe(LnZT!rXR`)+)P0Bq@ck-H%B??$Zwx1>M4yt=x&*V7o05%GHch57lr
z{}w0E>7&EMfY#dMG+$yrW88NnBH|xs;QNw5nGpfOf7atoF+48R6cq9gZweaP%<(GD
zatZey?M=J8ZRd^?tM}#UtB$ZUnD@Y~$1mozdFhYpXw=UI8-wq1cc*;#;7P%va2Q#5
zF<RwE2=k9a443P0OPrN#sV6Nq|N7b@sATYev!{r&PvncIaw2gL3E8-^a`Ueut#Pq9
zcpVebLcrxwS*+%!4*@HD9v5d(LfSIT)!I;s<|S(INXb&W=7mrVL@?%E5z0L1z3bac
ztFbSpJFDwVepW@>Bz~GLXpB@fDWCtSnV!2c{2`nw$0%a?^;bS#UZR3W<Le|WPmEvT
zJ@5n8H~7r{T87#td9FFp_=0S}4L%F5apngfyhMl-4M!N%Z0d!Z;s<&rR{#CucK&C3
zO{s7^SpY7zT&Y(&l%>>08C2DnTAGzze|$si@`-G|E+Q!C12YA}A@MO@HiTgu(~+}?
z?4mY)(^u7}UHYP9FFEhKHVvU8w<Nf{QX75bKHRPN-UA#UZ}L<A%)`{NbCw#(uQ5V;
zgp#uLSD*?ChyNTsK?R7I99=Cb6OG?SHQ%mj@w-82?l3jA7q%P!6eYASkon<>Oxt-s
z;oILc0YRU%^nPz|Z)o@~VD$Y!yWQsm_~aj<qVlA@m?h4`p~th$I`oLsUasTEi>xf?
z%ldyDaB?Dh-@GtY)TJ2@9ohcmoUm`6++nn`s7vD#izy?E4{bZfFEA)aIs(3hy4Oy#
z>i#z5Fi^fRrV-i<TyPY1_PDkqPQRDt*oe$}y2;ScnpEp1oR>wahAw|IHXEKFyy|!S
z(vflX&?k3NjRuOH;g-mQ{tRoK=HMRAl67m~Oc;y#TXmvq|JL*H-FO3n&d6R@R5V(d
z?GuR_cpVxljqWO#SsvrZ#Vt0;H$h+ghh<!c=ns40+?%qc{vp_*48QD|yGwHGB*idn
zttJ!W0|jY6#wmT2I+r8QNqwVJK-V-uQg_TxJm#BPjO6bzf31{jY$~>s{nIb=LhG63
zBv0&#drhT%LJ*j-!c|`dHw8^!g`}8x2{(1K7olAwb^_1Yj$4*(=X?1vt!ls6VF9+j
z$~NB=GcE=5Ul3c2)L$Ghm|m4iSJCJgtLdwM9m@0gihHt<%*Rh((o!rUb6&6J`EL^e
zqIMoNX8SLyeG%2I-2z{~ee+a`lU%y}ir(SpcAWX;;G!IlC#~rWGFW9E2D}NO(f$Jm
zegQ(A_|fu))rVlhFzX5>po2nSA&q-7DV8TEC-d2}6R{aX1e;}%#D7>n%&x&kE;dkd
z^8WinXnKt$&l%qr^Hnh0Bk1D6^o%l5^{JepuiS?#%(+(&zu$*Q-G-M(Yoo`C*Ivi8
zO&qQ_#Qpe|!=Q4&a3S=C%gD1GLa#b~>^ftvJ>7`b`!H$StN6v?xb&02!u6Nca)1_A
z|Nf<*wcG8o{TIht+!FbT&)M!KLoe^pn9i6%`FF`~QD0bCSXxohG?iuQ<=4=9L%6^;
zO)dE`h!$6!aD|zd3PIlCKhm7P`}I*__!cQ%Rr(tm8Zy{f2}zE>a5GQtOIDwXs;ZXG
z&hMB&X}G?-_^tbltwQb)s0D%;zFDBKW9J@5s+#@Ol8eSg>b!AMUM~$7$1ms^Z(WF7
z9x%LirJ}vz^@wO;`Ob@%{S=a}Ub*6P{22FeC*#%rL8+%Fa#)3UU2@#5)1NaPQqt0T
z>?tubG(__3z-h_;{y5VWX0e^eX+#@ND7ioAk^NZswY_^{+?H0M!u6?G$F^sn^a9NW
z(u?}0nnS-rr2;)Ptby+#1xSScY&Pl>!}_pFLOz5F+Hu5rqc2~8u3Gyp1dHmq<|lwg
zpGFa>o@uE5m{jaA%_VClATOiPBtS8q;@mx3$!69>Ysmn785SMbPy-?(<snyt>{YE}
zE(Ie&&&nQqa_3Za1nfIP$*R;;L@sR|vvkt%`T0F=O$*-reG>Af%-UvV>`<_d&le=B
zB&3=5S<t-T_-;V`t!8;SLx0GDtks0><?-ZG69&m`w@tUz%ZD8I-#T7;SMQYosoO`E
z&GE}Ag+nr%or`-(JYq$viODOVBcHW@UQ>c0w>RMDg(FCueLPwpUWE}~6b9-~mM$x6
zUV^#JP>Z7I2x8WmIFgOjjo|VPwET47bpo$ObV)2#4nMpvYHNM(w|u~)w*uy`3+(4U
z6c+Y=$~dgAum4nK$Gm-o+Kr#Ax1t}`R6?=r4*`F2_2i0k{+CYck>jE%#Wm5-%9x8c
zIm0Qu+s~L`mg>0g8cpbSy^2KE-FsD^9VnOk^}LU+7KYkhrA_~y{OMqqL8(Z1>YO{L
zkEt4w+4^p*t(&*BE78j~YTNg<g<H&7G>V#6FAP_+L=O`w<G5xKdLCU~T8y$E#(+Ft
zQOGd4G<1dNn1j6w3x$ENLnq6`&E3q_5AkhZRZU~DQI?ftNzsR1g$C^buAjl-E*0-)
zoN7rKC4_wh#igxH{v0dG%)a?^lK<87?~gVzsHLQi=~v}Z@HctCHz2i=N@_AmPJLTg
zIKAtBwdgNaL7oUJqYA#H3hpBwZgnu^P)pWmqnBy{=-HD?CUzJKy8lMi-lyB(cjk|V
znHqyHs(sBNGO72cq)zm8&!ayCCTCbjgEiR}N2T4=U0H#IF(lE!`5nUO$r0^4x8EzD
z#oRs|eRsm73$W2wbU62ojmI6W7&1(&IFBD}ptdF3cuIRwxmo#R;-$>Esx;lJiJ#=e
zDA(Ezlv&@)MU9to9JqS;@T&RELr(g&$qJoVCl{TB&a&M4b@Jbl`uCa4(|P;v9Hf%^
zjm2Swb|Kq|$?U-c=)RHWyFWz6L%B=DeyMBO3ZBP7m{me6_QyYM=?SWNVd(WAFSXqQ
z#%Kef;POX(DJa+hZeUBH&)4doja@G|`KI<5ukm5jR$oE*p}h|d2za8FG_z9F+S(cr
z7Ui=r(0QiIlV^4t7@#e`0S>La!)`I5o}N+m4HF0RweH&bA=_cUSaQxtRrEsVmm>Fn
zo}1|!9E4v;P*zxB?+N$wZ%h5eo25_rC;Y5pyb#7!y!s67+v>qv2EaA_g+hhVfDjgM
z_2Cz{S|&=o)=!%kJ$dnh6kT;ZdMr3eR>tn%mQdA+IEZ7A=saVz#00;c>*fHdhj=Lf
z>bIAj1+lIW;%@n8SQ;MgYY)gk!SCGc$2>6J^P1xgwDtwS?a6mZr`n%O50s_3&>LFm
zyXOdvapONykIw@)IujmbHh8^$z2_yv#;Z?02A<rn8Fg>u9(niJeY-nFCFJo{g!3e(
zHBn7ew6$edMamJ-2eB&yDz#Q>^V6V%<qy{&6tUn$;6nVfbT7knyVqZ{>eJkze$bbn
z3a;+Ngsz}=qoJzyLFiVHnOqJtP1rgb!s&)k<^zbntSIdL;zi}1+0GgED&J$6;pZ02
zbn2MpaY;~R`@OIb|LIgbyuOlyc<u$U<PHc1q}^b#o8=rC%l`Z7)nduRer<#Zc#9Su
z*VgB|AXlm~pK0v;PWY7(z2hP1GFW|PF62aIO==)TtWkL3AXKk=k*g!(D7w{DgEHC|
zYlWDyf#{_c62j(*{K$I}GV#h__1$1~0u+pwpMQBIhf4r<W!Rl;5LJ2?k{~SmE<}Ru
z-n|>nPZYsj**4TK_ZTIeQyf3nnips({Pe?z4?HdxjT(;A(#hVxKcQYn!}xU|Dk)`N
ze^9=Zl~UP7{nl4S(?8YK*|Ux2_bR1{5ppdq-7Eo8meP!CEcxQ!rW2TdP0rQ%ZapG*
z-Fg{(hMhbQbE{UM%NH<~#^bm+PG1!5Do`of736#cMy^2kMp1AKzZ9Ak__fj}zd|h$
z2%#k0`e-mAxaBw32hXV6w+TDzJ#O0penJ4}l-zd%xCLa}H(D&$-8WC%a6FlDW;<=A
z;Gy&vGd;P)<=U=lW85C&@a|+^s2B#6`ieh@pFDG_*ZZVfWO`<Bkgf97=IZVR`s3XU
zZ|fy9xcQZ}Z1<5p_BNp8F3rf$@d)OCL`wWcN)VaoX28J3b<B6RsyEJj3a-Ze48>B$
zyK&NYv!qDK-}j5gy69$@N2IRKo-Xo$eU>`bS7j^ZDtTM#Wa?+`WEXarc6?@cUatvP
zGc>s<FJGXc9{Pbf^Z?_aj}I#+D+#L*>zW`>^Z>&iooa3mUAl&a->bqAI~vBGIP}{z
zjImR&w6Col+4R3%(YFtnMrXDuHKDGAw77w5s{FHlaJ2!U7&I}F!I>!HxcC*~h4iF>
z=~psm`uqD~%@i0OE{jtLmR`i%#KeTRudi%T?)e=8cGEOSP>>h4NYZ_JlvzdvZO~)I
zyocjW+e6}y{>`UmV8y&r{eH(*&*jT(8JXvv3x!mLBvm>J@n)rmgp35fo#%@`qi*|-
z!aU1$oW8K;$1`#ZGN!X5M|3RK!mb8-&9AI%wKQ&Jdh~AtiH;!2ba?ELn>jL-B?m6f
z4Max@*>jt;vf_t=piN!b@c?s~elK2J!U!k+=o?;Oa?^fmSe0Wc410NOMn(`uoH(_=
zTtm{#?CdQ116_Ung(gxJ)K(v4c-VPANq%}%3q!B8_HK$3M>o6}=K97iEYFEPS4a@!
zEXh?*%i%8T=<s=Wg-%XxSgTO=`>mc7n>D+e`nR-GturX{Uge$8uYNmwutH{eURG>c
z<N-~w@wW6TmysL8C-q!j<Qob6@n2W^8Y$`;1zqO_*UiUPVL4IWmZsMrQqseA1|fqd
zj!x7<Q$-8Uy}b4^Gcyx~F4%s|HFVc4oXX2|`QF$_hD(LA4Mt&vD+?<nNvjDT{Ewuh
zs`gI)kdTnnjn6h!5f$BLS{<cd<*#z{=EFv{8-&d`IuFX;V$aATQSM^`Lg9nI9(en|
zL2jhJc`y6O_w?f_+UF2SccLhZ7D45=f?ZCX-Vjj8Bfoy@Rfd<2&?wbs=IH_Fzq(a+
z);2bm?AB>=a>(cd?DzH(lZVq?nV~}VoT#fD#=q=aVZmcUQ~w)y@qY*dj@Ugjb(mtp
z6r-~M9uidN?(Xiq#ttcbu(ATf^YiD=CkhFtMMa}Aw}1{_>fXIG0Cm7XW9n^dKFfoM
z;bjng>D9WuTP;V|ZRagE3W0}{l>Q>iw<G;UaKzlc{n7G4LcAgabzu>EVD-r}@vrn*
ztfghoJ!txCQ=j;m-M=DJ^X$3$Gfx`wluIspmX@ziEQzyR)?CwpMR3=@wsuF36n;Lw
zN(@*Lv#BUUe`9d*vhA@l9g4yBU7n<L-;nXrh@3Ou(9mPVy0ceDBad`%YZSQMW0p%I
zw^Fi$Yk@Kd4k36E-V*2v4DQ{7NlFcNPi(G<Gi{ij0ezaF5Q#CU40-ncO_8JgG-v(L
zeJ7IUqNxG(4xuxwBwh@Ujs^zC4<<xg1cj<Am`0g1OAB(F)3f}Q+4U{xY~QixGKLFH
zBi}=;|H)5zO4;*Slw>}iXi4C)pY3&AS*JL11PRFc4H1_JMth0v>Z<9f-mvdDPEEX6
z`Do?c=#PhohW^O4&_OH{R5l-s8lxT<GLJ+DRvX+_SJ%CF&!eP76c*9Mj5O@T&}d^p
zqIE@P^D(WSeBDspmfoA@*4ClNFP`H{IivFnTm&vwNmbPyf^%%KU>T{{Z(s4hW0Rit
zdEjy)hlIL1{Tqs0l^buLox8kBu9d2LoyU}-?9P;Iw$&Mn!u)_Omt`GDjPA@iMqaY<
z1i6Q6(fXlpYM^)a3WX53Kca>P|DXq;hm=h=h$-bxQO!v0o1WHd!CvugCJ0P8BP0}_
zmnVR<*&nY=zZcp0Mht5XGmiz^%uq?FzbIi&I{RkFTlMgv*8W3P%gZGj_q}RLpJB;;
zv7JyBdaSvyKC?X2gU#;OFFMbJTT{Xs5<#}Tg;wsSx0ZGN_CHm=HEp1<#8z8c`<g{(
zPD-!&QSrvCrc3YAX_SdeDLvTY3EN}`lw%b<In0cX=JIA>jtMH$kLCjLMg5Lb$&O?e
z*qXq8+(=Z75PawZ&ldVe!=*W-CbA~Xkyt*>sTQJIY|i7OU70yQ=D7bUO^cX)Oev&r
z$gkd_cJz=x?C|fdxxNNVMa1LjG~2YFc8=uv)qf4Nz7I~%$}(ve)cwfVi7s(~r@XPf
zoyv%X<&QO2R*mJkbM+&7Lo1X=;|E`I&Fps^&o<@jURnP6yG!J+%i0P$D$B)ArB;)N
zMN@>#o*4NfAaP7bOlrTJ|9LHs&#l;b4HD$5VCcHKx*o$Sjx>xWRxN2_phOfhhcVnd
zTX-kcU-l}9h9Rzsma?BH|L{81T|Td`SgE)S6DPsQ@|{-m8Dc8&@r-eAGkQi|^>fB8
zs{OS{tu@tob5xCyZ)jRfC1gKUj^W#$FkM|EyGGM<MzVDe>hdC$u9^Sg;67sWeBfbV
zuW9bw#ECE&wqfqw06J}_JAX$xk<to3hs9;=moEoT$F-;Pg(@VBNOq^bXPT?pW%K32
zHahi<s6;luVc}(EqxHQGze}YU4j(>zWpQxaF}i9`+Wi)0qD4jX_GmQJh`4IYiZlZr
z8F~3L?CgHv7&kFb$0rZ~&tJSRXOPYZ>DAD%YRMqY)ojSqHZQC&EOxxOW)<DnZ%SNn
zZ*sa?(xhjN_Mo2OJs*XnxWcrc=AM!4leh2O_Ew0yn$Q;0B5i+X$`&$(e+siQ)1xid
z1^4HRd&-@Z;(T-RR?UTU-fv|&vqhAWB%f+Nu@>EQ=@4;QTTr`H`6zx^yF~tBrQ6Iw
zYYqDPUy5FT2oiE39qa##{hY$xCV_~yNcv@|-eDgSivZgRDIZ^+`3f?I9ZId4xrQ^b
zdh><-uO@xe|5jJA-^qB3klwZe^B|^lAl*dm3t#za_+CtDzn-7RqtC?QgqQOr_C6u|
z*^2J&FQxZB#K#AspMV1tW~aW7=p9gcf<oBZxJviS_`j)SxqRi9`7b6SuVnC~k}~04
zH?Y1$5`QpM>!sGot0@6-=aql9)rU;6n8zlzpSu5WJnM*H@*!y!B_-vDw;IzvFK2&H
zc6Bnl6VjkGY3Vy1F)ez$jQ?Whm3uQ)aivSqZ9SczKFQ?SjTmwBDC(Zg93)TVY3E*Z
zd^0xC=)1{Nuu%I{N5F28X25xi<LT3<OPq=cEf*~Mg^M@;nIg_}(^iu+=J#_;)9t|O
z2uHrq&`|h|^BS9#NJ2Hmq8L^2{rhwCzAt>nw<`}{4{{HVqj>#yd9~(Qcrtx`cJ6TB
zpZ9V@-e=C9-7hLy;&iz`RYw%=YtjQvxdFAB?Se9q3bOy|^|A8yCcAU_w>$OGK54!!
zHjt?Odvc_v>f9~ZG1kGUV#@hDYp=TOrTfiHgryDoyJ!B2Ewegoy(jyd2MCYAl8qUQ
z?1HB_3qdA4M{wKv>Tl#}WHpSz?y~W_L55TNCt{O#aBvWwcjjPcUj+pX57iI$bNwK@
zHkYV3c8ADFK#+o>{`>dqn2e;;GBmYYn!Nev&%*igj353j_b2M|Y?x%_<mwn)9z%p_
zoE<`W^aJ0$>{)EH*gdR=#z|6`XG+zlWGu=ogGJVh1Nf$eKOf69+b3y$Wb4j6Ekwv9
z2+=gVk%mzqUtLJf|NglL1t%S)*@~(EHi!s7&aY?@EX1U<;?+~kuX^vHu?F5u5b-E+
zaO{m@2$x_2Am!d%N_CC-VSIyaZoLyoHu_-}HnvX+mr#q6i4>a~7*xQ|_jaMf1#psv
z=<Bh)#)=L2i^sf!lm!KaC5|a#1eAp2i_uhk&ezsfN*)y+PPK@kFMoEhC3Ca~onSLd
ztDx1FBei~=DEaAwySUHUcLAEOXpY`cb{;bh7wzE~tEAR3=+2rL9@8%S)?RQnY0XQ<
zhbKQQ%d00hRo9o|<iSrJdegMr`F;&?J0_OR4j0&MT!&^C`OS=sjPJyj3LSo*0%OPo
z&nI-R@09t>=9<^CrT7Sl5@S1)kF~GPnX+EX+xUPP4_HNmY}`j$#6#NM(vrEXh3OY2
z85x=9zP@p{QtxadBn#l9u{TLcNbE+#1>+b?Oud3XUvGLCP&>kYr|>PdC}z30U&}lW
zfbtP@qtk|cE#W!nw9Jk>hdok>>uPkeH&PYUyVL<(`GMlpJ5)t{PEE~R#O8xfyyfCX
z9{CC$XWC1&)s~_nnp$mxUUJK@#snN8IU90RDTV#R`!6(k3z7-?*QNe>z5JjUeR*-V
zZ%tA0ks4bF<h;RAR!^5*6!}MTm89-V^PlZF6c`-*BwtQK%JJ6|S+`A*&M)c<s}WJx
zM>YB#Y)%rwbryvv<N34=MbV84pqg)aj1D0b`~JMmY>A1#$w$>s{3{lJ#j;<z=F5L=
zZa#vMZR}0bsdtLbU$~ICV1?eUJKL0yxfMAs#R3L|NFVdL^nipaaUdTPuw;a^Dh8F6
z7*AZ(qtRoi_x8hT63ht9=Xi}j?wXx8Y0flKH1EwT1t^FR^^*|k+;RGqjX80(gGk&$
z9N#v3`hN+)9Fc^G9)j5YH|2!iD4QG#d8M0}RdL(MGrgTsrS5!XVZ+U6ZLZ0yEcX-N
zMUd1?YK8o<{&Y0tm5I*}8G9V>LWvXI`4lHlT-~=n-v%wyV2tB5QP{YVU4B=%PGxAg
zG(eVpSw`08dcIvi#PlvXgV9}0p>{zRt<^VnUS)ps<I+0$7ZJLO{^v!<FF$^}MAv@N
zVNV>BG#JtdFv6(t_5h*ic=yL-{iYMsI^TtuVa}dh3nQ43AP}%6UX~iBQO87G9?zug
z0@}fZ9maWWIUVRMq7@a<SpzJ>ENCV=uK(t|IW+U^W;EQUh_NeBsqntJi->G=P<(lE
zd7067vEWh8+amSOXso@cEvOhaQJ}Smd{9hXz$?vaqx&I7_MrI_Pg*Mp_5DUd;WzS)
z^@3!K3S$e~4ZX#l_-o$e)|5|hr{(J9Zm%!x=yx$cdvqk^`t|GMD4(uAoQYR4{!#6^
zR-%0LXxJaYhqh@pU&~u4qL=%z>HWlzh^6Iuu!EgF9j@(nUm#{-Xm<9gj@Mvb{))Nf
zBeJ2Dm{E?0?@rwL&TzNu+XfaOkEH_H`HtVeS<VrLO>;#n^i)(-q-?o`g%Je$3Iky@
zArn|uZZ&H~ScTZWARQ<iBQ*iwj8XU&Q*DjY<mM$Rh{r$+34G`DsZ-BzJJVb?90_MF
zQ0GKP1cRqh%vHaGSPNt%!PckaX2NTOsF(m;gQODUT0%C|(46a*5HWgzk6M`?y`vMv
zM9c)jv=#d0L9i=F=MFJEk&HWu6c4nr2#N$jM2v>vOz1u*x<$1+*FptwhmsNmzc<Hi
z1+xS>J}`eU>-yqBeaGQxjgQPQ$t4+&BR~|hL-_cSyx84^-PtWW8#h-i>G$GdML8&e
zi@D6|?=6gs$hd_BA3n-gnp4pTyE>VD)xapa&Gch+h_#@HsCcds{XL6{I}o9ldA^_<
z$KrCEihx`I2<8jrL_)k_oE1}wjSd1xps>HAvK?R~_Q1uC_qpYoEcWMnK#<{p6BH5Q
zhlx8hMunJKgS$X9(RjfozB|`K5d#*Ot~Tq<3k2kR$KqiClXqLvtxW8IL~=>QC7VV5
zzcF}Rn3D^9^M>$C#JA~bYn}cCCq5)09i-#`TuHW{kUy-i{^I=S$tj-LI!DJK9mL8m
zH)5#4o`1>v?f1GxDwA#Wk=o;H*0+4l`K~Tz^7+wRdWQFCJpP9$S`IwY|8Q@#eWuM9
zJ?wLdi>iwhdXsN6#^1G}N%6aGhHKZJJsCD*3fu6z{js$|e|hTi<>F<rRETwO<&Pm3
z#W^?O%(4S%^7!fF&G84&K(c`CAa<Z}vpiZuL$EYI++aw68HVeqH<_5Oab49EpW=s~
z6H$uIXx_52byVfLXOi7EY`|j4Gqdl^nPYFORe_?U1i6UIj~I(ZpVc;|9{&D1H7DRP
zUueCKInmXTa%#r?AUukRaUDoi5Tqd!+?ZBWAaZ0@(Y?n4V8VZf#2@5NGBNE!p#VQK
z9H^&-g$tJ#_8dC?Jt5k~CpFa~(&#2=&(9j!pX`RD^~YNh$N<gAMG1%EO@T~vVEn<`
z=IUy1kau{lb=Y|Ccch#^;icza!$0lK67{vS(|x^Amh@0=P0guh3;NT)zFB?ZyVn`_
z?ak#*S(Bn&?q$~%66UXbdAXlZDYLJQ6~Ku3oY_FJHdjgcMT>p|@Dr#Gh$v1B1=DJc
zZU`GYsoHoB_SMzbr)OlCwEoN9bE?-x|Nebxs8!U{^>$+ef)o3%+1Umhx3}{wb!Wy%
zF&s_knYQoT)B5)xLN<z5hYsM(Z2GvAm76;TRgS?(O~^r7-sc!I3@7Xz9FNJUvQi>h
z`xlfycp(W<IO<)vk^08e@UsaBJa>2Zy&iO^>uQ7AD<<#QGG6l!Cr(}*6Sf}CDnD?s
zTmNLsfChVGO3GqrbLf!IseZ>b4#06Z*9*p4-TwW9PRL;*{te-NeCkweDTNY!g<Fmk
zoF4UHaPzR(4&dzL<u0QacdA}12-}!e5)|P@^W)e(9%FRNae(y_`VhPZC#8?zXTi3K
zc36DuLu*)6{&s}CJVTOqwC&Udx{x-vNNSh}U$HY3Ru4@$d#<)p&d|G{HOkIm;^BmQ
zX35T?JNru8Tf&lc9-QPm6Vhg?HZ_xe<>t+!2dFs>P}HrX_i3B5v5ol+*lL92z=2Ty
z2eeRbpM$DxH>M#SIdl?QFhNZUoXy?adq18%dRd=<q=a@VbL4^F*7!8PNdG*y@tx>~
z@QV-6BBpH&j3Pd~JHPu9$?^MALc;0g>Zv7MIp%7MkBd*wo@kry&kTptTEE63GX!dh
zeIg%YICYBah?IH!DoDG^2L^PwMo8qP4$9_Ox3{;O_2j(33w0hATsQ)&un~RCy<nfO
z^%AOMWR+@_xJ05k`kb7+|KP!j_I5R{mBSjGHa0d;?NrwmIVk2$*wUJhumpxY@?7ur
z9cSXO6Cl5CA7PxZvU~RR@~ABXgS)G!1<KJ!TOnIjAl&7KJQf_+oI6aiA4BE_%i!l=
zFy_%cd5<+DzuI?kCnF*P1Rt_N+F&@@nh3Nt-DTrnccj1~2AqFRP5I)7-Ad6q36~t?
zVG6<-n*I)5UP2V@Hyk~{ti%&}N7OcNq5uzwc6w?ef9W+hUAOF0fnQG(<+i4h>ORYl
zQ*Q19l;tgStSV{ic6C#XZiIl<4n&s~^|64D1hYq++i2StGw2nJFYDcI{(3#A0@9+l
zqOO;*2aTcZFn%?UNDbnz<75G13iOp)B!6#Hx96F`hQr#}TB%-})W|M0Nz>NdQxlNk
z{Agv-#Qbd~&N}OzzQeYsZr#Ce9iC#@#JFy45;|T-5lKm;Z^79ca0dq}#0E%WdVbE#
zx{tDy)n7qjd;a01YEV!Rq7HWA-k85yLumrpp&X>>z|@F$?dMO%sOk;xb{g|-DKov_
z>+8x7xE?o7=;(S`Vl-taF_y6N_tcbhZ?!=2maY)tSBEXAb*;-75tW$A^FaDFT<}<P
zlDQf6TymenDp3!I4$|QQuru*IoNN`8x;IV$d17K>s5^E!IXPi$q#8s=_4n__3u7OS
zfr#EZL~>$wm0u(6(%){L#cUVhwZUM6iRQO!{;mO$;q}GNqM25|B#ZWFLWcoEsstFJ
z*iN;-K=J8wm*@Pc-h*(I*N4~=-U|Vtq22)05SoW5aI|EiOki|j!9>Gtun$W!LdgE*
zRj)%<8~+|cuH8S!!kdhrqLQ3E%AfDZaf|uQU|;!*LEpWHi-)Z^N15kW)Lj$O@&d-k
zS&8in=T2&e6Fm~uAa&0Gh=Klgb@i8j<@xv9kCX>JaA%T+W;mS4joG_*FF|SnAm}$<
zf%o<Mgan(JZa(zDzvt(__Vm!n%GOF27@0O{c%3;TT~^;lD)Hgc34=&lt*FGBw^C8Y
zjd6<qVuMY)))ww492c#AU(JQ#bU(?i5f%}V$VUsKL?PM#XzT<oyXDj7A$PCSj^+>C
zaUZa$YvoxIUeItRs9Bt7sjjUxeYJL$k_5VleWau#=~eV`0P4}9660++{{<sclxENI
z9txF{T>WTie$IxLxA*fQ%VF<ZPQRPS6!kmmBeHcKf1Bh>f;TLa^es-JW-Z#QiOm5|
zgN2cC8wkXB**B|*pgH@j{;PMCCS3^5CP)fvunLHj1DpihBogHpQ;MPiv=dd8yu3tG
z+tA?PQyk=MH-E`17~j`0Z6v*ml0tZ?RYmyQVRi$u%R4*jx+w=PM+tLR(8)U4#Ky*T
zuGC(3T$-%Jhs&Tfp?$EU83<-5tRP4{o}u<@HMirWxlC^UpchlP$hNtKI6Yl>QiI&!
z`zI$Q9fY{jWRZ21c;&&_*_TO4Nu^wGAJh-3Auc01`NV99i$k?w?~2U}xe$jH+p5%P
zq1lr&c|o=z8+%;`n=57I9z7y~^I1jPQfbb@Cx0ZF5jH=EP6$@Oc?G}1E@|!20n*b{
zR=HM~jUznLiD*KUR#6Zl;)K{5A9)@i3IYUlNg0mu$w?Ei_<4^Om?5Vk0Q%8UPx$f~
z`)Sbd@bK&r`Ms-ZIkH05-XgDhn7daf|7S;I@N!Xab#=qY-PY|dEd<1jja`YX_IF}#
zi#ZbQ4AQc)|LMn};z2@oqE^1OL<H}Eq_-u-c|JY_ct0wHCY9)6Z~{lbw}XJ7@P5!P
z^-D@hIygEG!6Y1!)6g74j!3ZBFdhQ$fo&7S4_!8WncJ}o*1N#lsmk7@srFN%skS0j
z`_)!|G`gzyW4kK(35xpe-AVJmmj~mexd1tgN-{V$)Yj_b5j@5bOk`c)rWK`nQ)p0M
zU_aY?8ih8>z<FQ*=dFgW5lb3Q`e9jz(Cpx)fsLR%4EgQs?10MvGEIuI>I(D1ewl9w
zza7@WzNj<roetASb}K1sm3ik;RM7uD%H(jrSyp(Z*XD)b^zAsb1V_)Q5#D`{E3@@L
z&nKXBiW|6P{P$Yke%DD<YQ!WK@!p2=7;#(l7c$>Zb4f)$8n!lqC8(_}@9izjk-{D5
z_|y<)`eKk-`Un_@Y}dW{`T1HUc9E!EE!QioKC7zv(es31#e)=RW_rkW_Us@iRU&M%
z3W^7i8e363R316<2W3fIYZ@E<3Ep+G^=!ZMiZ*tZ#sgf1UrkesJfov^g4^(&$6*x#
znkq3R1*tA?fN2v#CSzWp=5UYjhmjI?@MN}Wjo7gBwY9ZK-tvbY24hJ`^#T2?qNOFL
zYD<ZFfnBrsprT?Ub5c*TX7255lcU7g4#t>>Vh66nzBB#qPS2yl=f84l<$Wc9XpHxx
zNE(AM#iIQrBMNzV*FA7w`17a9B>Q1m10YEymh-}&Uw7I-2LkI*c)RMb)J;!MTUuIv
zEiK(nM;C7B+(KA=Lmga!6Lz92lZ8lg0S4i|k8e;Bi;-RfgeQ?mK*w*!2&pmL&~lzT
z|21(uZhx^Eoh>5ZK`x}_<fLq5=I=<&FHdIv4wpu_kGxAu3jmUDz^(2}l1U51<{n1G
z*3s7KLvmV(0XIU3oS$?iYsaZxcgNc5YF*Ts#7l_yNQ8qNg`l-h&yZgx2tbcSq-Wu~
zcklS;QLDiC{<emO-u?UD9v%{LTm}}OEOB`_FI6y!=5&;j@&+guEzVSmMPv=(Z|1zc
z6Tl=*Km!==PbYAEltM@vumAxbUSJ}A?o^q)aawHbDZ(W-jL#HzkuZb;HFtuV`psxc
zw}{D(ROazn^Yv^E4zwk>vt?yFAZC!0mj}*%-_k--hgfRxTLJ=gLtR}OvulVW%^m>r
ze|8)C=<EUi>})>NV;pSXXVs7%)1IuU4n+b{!{gPj3*$?Yj-J@>dDT7q-9=2D5b%TJ
zk_n-&LE#^I$%YxiV>9xrS}Q6PjwNKz;njpV3pB|)K9YV3OXK0=lSou;&&P;H<ksuj
z5pXG>)M#ILq6+BXG<?mpUpffuG5d{LQu4w8{(DW045a@i<)0DBEFE-%EhKv>aesPP
zZC%~x%B|kP2J=(UqKpu6au8o(czV9qrqMg{pT{2ZL1tbbhzc%mt=r&kJ;zl69Jvd+
z?_=BKXo^PBxa}9GviQ-ZIk)i@u_Z=Il1h;nhn0I~W?FQ5C1maGAMuhCQ}!@_BB!RV
zf;R<5vLxeXdCq2WU=>K-#1sOK?AuVk;norf_UM-bp@z)%CJi=qG~~O5%7O?Nf@@c4
zXJ=lHR0kEUErPAkWf94MP&yETF@RQoU_q;gouIdk;-KHYi!s%`g^z-<w!@&=w;ZWC
zN?3s6rEi3;TB9y&^;>&y=9%y?Ch3aG%Jh4+REWK#1DlRfSK{ix&1QMupbqoG2dNXK
z30}|)$VPA%iO!=@WaT)ZHj~9;zV(S5?%_<*TE&k;A$EI>FM}wL2w!?DV08-Z;+~C_
zb6Ll6sfO__6CgQt(OIs~my?0+0GZH$ISLd&*OU6C{`k|F<lX0`1t!r2odR0uA*@@#
z+^>i;3bl~Fp<#RPP0DT>a&vKCAj1NVi>#2x8Nveq#ML~i9f)f85iZZe;TJFNxk{3Y
zm(gYOuaVtce|>+E(*<sBB54j%+#nF}*nWNxpLU-3w2)V?ROxI1L*Tj(Q&D|`2^QL0
z#iZ%B>`}|4l$23y%y=oSFct)%gPhl)6NEMq$LKq#r<3(2o;LA6x1`YUz&3}%i;(ld
zKMR&*ZaC?A?ta~d+_x(zA2cO8vp@Xzc_@DHdE`frR^kcyq^DcWG(N^}Lq~bho^SUc
z8TKKK_*bteffITA_?!Yvu(-I`oi_C&Zm)KMT_p;I%KC4n)q{3Z?Hmfxm*vs1!{IAi
zmx`8FgU%QgZLB?W7RjmJU2Xvw1VHQu{uB?|YOriKz+eK_imZh_r~1y+cy~>BZY3y2
z6W5sC0e7X}fBwYcby%G0@JEXbl7hWV&Nu`|(w;<|Jt%G4`FrvAnJ-)*M?4pJQ*rbM
zo12^2Zwd;Wf_aDJkAXuXgd^CUW*&kA0KbfyytJpMKw;i~qItKI)0$**FeC3#-1=~(
zJ9iWaIJF^S5R*9Bq?`B!cv6sB<nm7gr?q<c5J#E^2IX<Kq`sMNG0Kw;x`u-nGB*gj
zgCLEzwziHue~z7<kZmah*iUx`qW`>WYTEO2PU^4*8}Ti-Zr-fK2T!?|0YXB3&v^Q@
z8#X{Jc$4fe{L_%FBV_=rcN=|poO0sqBc!@26@+GJaY`k%9YHV#=uQ%k9gzxNYDw|9
z32<um@%4pO?BDVZ#1-IowC~RZcVAam2kf}CvT`>9CI!Vtr>1(?n7j8qE5`G5FS!9M
znU2}si<p$f4)02PosVU|Fsp~S)xbMjTieg1?FC$>rc+cGtt1bJh3~s4X3T^w7H)>I
zZ6-e^Y#*kCMQPRFv@ws^cUG*4jNJSg<GyF5<Tj6YiyhwOcDhXd@Gi0Q0(j>CAO9M5
z9n)*BYdr(=XbLJSc4ceG;~wA*sn_Pix73WLJYmc_in>1rQ@9ZJ{rdHb@RNW63KPh%
z{3Pamd!!;r828EJ5Zi`j@*lB5`e1evKbfLD=vmV)b`Fm8tSsb9MPkyB-~QpQ(x1d#
zVt%K})&)a!K)Bza3%~6AFU@jL9FSO8fypyO)}*~><c&e4jsbQ;goJVr?d~%?Tb}#P
z??+R@7-=YRXPW#7w~Nh<HK=4B%zoPUOpKiPQa_x4XE`_?%$g8)PImjQ7y?fs47)$b
zg^FV$82lLU0qkOufR$}-DIPxfl6Vd~kVv~Y-4%>-EdV_#wq!_%2+M912mJO+`03A$
m{`YY-{{P(n|Km|^F|^UQb#CK%>9P&~NJ}VOOA){O?0*1LrMXc6

diff --git a/_images/31b3ad6dd5c1df384a8e26f4520f19f76e326f24a647d25a7dbec95588713842.png b/_images/31b3ad6dd5c1df384a8e26f4520f19f76e326f24a647d25a7dbec95588713842.png
deleted file mode 100644
index 8e26e9fd89bd51326e44414cfdf2451de6890fda..0000000000000000000000000000000000000000
GIT binary patch
literal 0
HcmV?d00001

literal 49533
zcmb5WWmr|+7d?8wqa3<J=>|bUQo6e&Bn1Hp=`LyM29<6kM5I$11e8WV>d*=(-3@nb
z-{1W|&%Mw6azFUKi07QW_gZt!ImVb{o=6Qfd2Eaa7%&(NTTwwq69z*SfWc5Y5cj}u
zjCB>0!2h1O$?CajIa<1Tnz~rPR88HS>>S<fUYXH&Sh%>pa&+L~c*60RoyOYD&B;}W
zlhgkHynw^e#fp<w?amDN5OgO6eODL^*A)7LQX*db3I^-=t0*I>?UlKe<(WD$anaZQ
z{oVEes<PFqAFrR5(y_=sg%1$lmDPB<6-7+G)EdQdP_wDSnortktouS1<&`F>jL$A6
z<`##c71Q_K__Xf~Z(lN{iPh|`dwVIUsU`8u{Q5OycwZ6^jt2+-kz_#F)uKuK`x#$J
zp^+95OoO1yqgf840Y62A1c#7=Uj)+-U=TP!{}imi^8fEeB|p1{`ros0`<^-R+D+qO
zbuV4+whQ>iFe)eKdhRZK`}R#DOUT`6HCA9{G*6nAnhm-sybJI)Rek;YU)=r#pDw)S
z%)Q2?5{ba4ms^TrE0^&17fWW>5AN!cLOOM0(^9eidykK4iBl0_nCafU=c4JaZ;57x
zIy%JJuXmpK?)Q+gJbWnC7e~o$-iw7r#s!1z9Z#98{xo!y1+UTj$;y0lG_Fp@Z3Ztb
zEqzg?m%pbBJ#4;@)@MF}8?U`iv?`Bn19qcEyt#V&?)IBwP9yh8o#|#zPFSvdJk<+*
z64&+NyM4|q92~t?IeuZ1Z|)_&kcJ-QX)vz<M+={Td>n;jG|3~UU*GV-GH7fGSdY>i
zZOsr?v>af-Ui3r}H=eI$IG=3kJ5hv-`CZTm2$1UQ>pwjs{<ld9YjSVeZ*Ryc`tsa2
ze=4Y}liq&Tt3tgz-9>|C3b|ttGO2V>dLo0c$@!trsx<iA_@^jC;xRq6FfwSawP<*s
z-X$k@y?kssUZl#Erc!PH=g%KlAXr*lKAVXS+lp2uhs&$Ok;J!e-?ZOcV79(KjoU~?
z|F`waa&H~xzXYucW{UYeNO|s&W|MPp;4+pt9czfU;w`pi&H$~Ilwuvf^84guI&pF8
z^Ye39X5KvbpP<Vxgh7KtELis!Thmo%Cv%R@drOjKChb(?#p->W?N_L<#<g_YO4IIp
zEk{3;p(W*aT!`6U?JIaSUbOM^vmsFc6s(fkCZ%=K`v<=VxSf_HWG|to^*&tdbZA%=
zzdgrY8_9`Z?Te=u7A6O`-dp=>eDtFhGpwU46mx&pw!(BITU0?+RW?V=j|)UVt^FMT
z5Akp)t`XX<{|oi61qK;~|An~7{|WIDk1<V=k=3t}gdk91-CSc-IR9cz2oH`z%3&nY
z9fnPu*uS7Hyu1dz=KJ@^6Rv-sfe0*+kI#2r?G?KO|Hwp7e<$#8<)x)%*wM5{Go^A0
zM^6H+bV<E7S>7ha{S6`cdtZhV-;}$*L`=DJu(C?3sl}a9oyyh`Iv|Tm1_uW#5dt4S
ze*88#_yLVMX4E|n%Pouk&hzzel2byDLoS6jompwa&HnAy|JOk+@emULaTJNu=Uh3r
zJw_!rXxcDm%AfI6UmrbgHD5F{gfVr~uFl{(%zHBkI`9!t)IotID=RxjrKCcKK>a&a
z5f2_oGrNY1V9?!CpJXUQAbipW+XjmP3ATp;;m}zG!UU{xA!#G2$VfqLEfI(@+A$ow
zzi^+dc|{NPY>`MN)pWS~ZITl>8;LL{3T6!cI@_tZ6DKo*>~+(cnS{(tl`d5>^fjTW
zk6LKVYMFuE%ZP_DnKxg+4WS3l^)d1B@%7WwMszr56a*hf(m{Ji7eu2)gg+AU_lEKR
znYHLF?{mF?QTZK><;L?kAO(#Au8%u$S!5`L+z?pZG~(hWr($_uNG4JKrM8HY$KW+w
zSOsSdj*D#xS*xEL7P^p4uI|SmKRqN1>(tSGUO0Vnv03rPlnmq$nwRGEQn<3p_%iS+
zVL>9QMO+Du`QZ<flGj@XOWr8_aq`tYa2U(OhCI2byB=y1Gof@7W%`)GG`aoDe+cd2
zk`kT!Z}1vfnBxiI6Asf-ZYu0TeiS+$!kV@da(`wBhdH?NEImX&d^oS*P>~7yRQ^SY
z)^`F#^~S0T1zMP?Mu8mmo=ALB62bFJKI>6fz|}rl9HnqrZ!CHAw(HuU<Xa}yU@B64
zV-U;{2wDW{vsMq$d$Z51Po8joFn_rw|3b5R@3hLy&fl5K|N4?4`)18CW_z6I>Oy@l
z$(!n@=QXa_=Z$ES`mC@0%xL+F+Z%G<u4<3raRJ9fOz8npe+55Gn+V3=X>WVOPi{gq
z*CLy?B7agKH?;K)Cq{#jl@<MXbLw<%_v-x6>sO-u-nhDWUTG;tii!V|1^-L?TAN7>
z7?<OMh{(l8L8^FwShn}t{jHfAw9Aw2Zt$4SH&@=i7k`RjffemH4?x!HZu7fLNKcOf
zLAD%D?Jr?q@Bo$z{<1MvfF^c*q$P5SbcF@-+5XI}ti-#$m};*y@56Cc0jC#A5Mmb_
z^qEgw?`_Z4b$_a8dpLdt<shiEc<dk}!Ma8Dy{q=S^bk4!_4e#=L_9G$IgD01Z0Yu9
z_ckF*^|a*aH+ES({QUmT0@cYy7%bz3T;Yqv>pOwzDy-98qSG!P5IDvi>3&xGCy$G5
z{BLHv&*CjO^yDNiuWpx8?3qzux0jnvZvF`&;ce5w*;{I`KvgbQf5Q(qicehI6qu$<
zoG<o<E1$pB1GV_w9L3XfX2jpw?=S8PI8g9AAS0*)uJCQA%0p=oWc+riWk?xs?<ban
zsX^*u=kVLBL)^bVKeGw<et*mCy!p9dWmtIk>u{EEmG8L=R3W3d7rocBQUx5d8^x@K
zDPr#P$R&!NLh()R*b<b+V`T=)8kvwAOL_B-(AIo2DNMt_APN)(lI^*Mz9Q8OF89CM
zBKuzntIdgsiI<@g+~6=@>AWh(Zrnn4_wHS&cu70Ylu~|Z0<rcZ;Rzbd3E58d@t7mY
ze(u6dz|9mlm$?~pzLNCL^k<fJQo2choYPeQJ8aw*g*?R5X}mbp&Ql$|qC{hhxpKB^
zEMIEWXtzfBFh{=>|InqSQ~6BG!Bmm`r#&FmxT8ucG)wxDG)3k&QrP%Gl=i0^-N6y@
z+nA#xH|OiWpDKEFP5c-)Ydm+2ug+HE^;&)SE>5;FVP}iCH{qF?6u!6Dr)N{`H+MVI
z4%e?w7v)npo@<Y|AN*1jq`-j|%X+q!6_%@2tQO@zW&HXPlUioPdp6yCQ0C7L1~{v1
zCLa!_@yP#lTpLXD0`ciQ@TdU>gSJBa=IoAR+d0$1>s?WHy-JwKi22FZ48UA+;W(5|
zThrV~&qco#?ghWo=Wd%nu|egJn&t=F@$1*G7oa{_&wr`gu~kd}xe@;jr!X4_&&PhO
z>K5fhq0TEz8y->^4DHtc4(=fuH?rDjOgyw|8UN7ptTh)UkjnIajd3!Q=(fJ%siOgc
zyv`8CD$8V`uD)fxp_yiHnF>GeZO|RGl{dIzcvJIhw5-COJ0UZ6auvp{U+ZV<YztH~
z_@|r33qorQK5rnKYSx+{*u_@SLI5&f7eHm)FTdd--Nsc*^lOUBa(c`<?HlI9nq1dc
zI)d&%x4qKH$jB(@yaK;C-ek7jovNU&cbI<|*9<@rczlwE(?8?#KLa*@eg+#N{t`7i
z<NEUSt&=$($h&k>i2BFQX^PK;s&6`uWd%HPRHU`mCoqmkhR;PDJbF4uu^+<`bsPta
ztVSw&_genW&A8@oKlQctBZSfHMLt4)&{LV-|1nyUHHUch>Xr3OwT1O?R?-U3{mkz#
zrHqZKewOLKDO65b$?{z2bR7{5htLfuT`9+{hr_~SpL99x7TYL27rd<$dW+>=y<!c+
zrH;GLW64qvaw?78x~lfK^)MPb_^wZ4GN$4S9j1kODI8b_{12wU%^(wr77@=crm2qm
z6B9_^X(UDTdA8u7upd{5U`w0a3$lA3pSfz^gwkudG<$3>ISKAfnFK`ITa9G*?94Zh
zwfVi4?lU91cYSf(4FF4}#Q=%k=V!jB^PW-ultOM2AZjW>Mv9>lHK-Eh;UNUz?(5&l
zPZrysbSp^uCd!`++s)NuzkmOJ<phAj?-u|~Q$ndAozFHb`H^A&&Bs?&h{b>L)b*JW
z4|bM*svqgpy}_07b#`;cEb63o<+ku)<0V7m8q=8dWGS&+3|SC5A=8V=Ql059?raXt
z+x)yX69{^_m{Gq>Xx$*N3MC_Y`M9My$9Cd^%!xB_gq*?Qd1+zs(IMdAJ2Ql^*$rwD
z&7QlxJR>4+uC9DV4!+UD0>=vELE%(M<w6nm*phH?;IJHicNrqO*KtSCbBDsA_4t|H
zbR`Oaw0%j8%3S_eXSti~I`UA~O_XxN6o@HZ>%H!>h>c?7W}26olb@RUGoO;>i77Bf
z#crAk1!JN-RcGClF=ob4*v<7Ny@0@!#@#=IgDPc4O$5-nR8mqJt$n4{vfoSIc=7j>
z&gJEJrpVP^Hw4;2T*d)FTHtqia<<<`-LrQD(#aLz1gV0~bYI*z!%nv6%zI<*H-b0!
zm^apmtBYUrhGE?gE-ih?Yd=e*``n#ahYJ_>FQWI#Nm+64l|{J(k!Hp|uF<Aw^R@l3
z5%4|aPG{g+7<2eas>B0_?ID0=EjB^D`U)x}-(@_x0M2S}td?lFaHI(cmrAdFvmtYp
zEFof$iYAdaYZ;FHKlPJ)-mz+NS@aVP`T3mgd}gUzqV!oP)nW6!+-^wk+iN2U;b*`h
zkO^6mB}5ebjbHL#eymwTv@*i3L(kXWg}oYJK&ap<jfbwP9hw2Mn%UXjvh{Q&EkHM?
zivhbew+)N_(VcJ53e>WM0N9iPc)9YWqMM5#UdU5;=c;SLm-*xNL3Tz&6?5xXK_8A3
z!$!p;Yu4bBav7aQRyH<ikWBX$Uf&!(g{hfZ?=5wH8yf0?>IcB=Skz(^hV^#nhYIL)
zUdV^mk7^>*N3aW4b)FmiMs#ivpxf8HyY%_u=K!Zn=MJV>i7&Z88u=YhrsEjdc+EXA
z@%~K=HVgOcPjSxZXTt`(_&6G=XhY?WOF{=S&Y@Upn?i%@laFfF&rM)UcWLNnu!4%g
zohiIrnOzTC_cm&DLaDQvj5^Ukba7_eHMWJ4?>-9%q0LgrTvc|xbG0WSzF(R&fGx?u
z<V^X9&vi`&@TCiO_Gdaep<s`l=b!H^I5Z4kd=5oD-Iww+l2U6iwmS8?%T;QwOYGp*
z;^!@i7^vfN$tvXdI(E~17MDzr@b-NOy(Le_9g6jc3omJR@wsgeL@+FSopE?GglLR+
z>x-I<7h+B5Pz1M=uQ*NRfPG3XJF$`2frMQz5Re}T<!EU8zJKg@;ii(ouR7M|_DAzW
zQBjzMowv8Q=@SlG=7n+|6E~u%?vK&mhlX_QbP3J3JTgq?RTUK@|L#kLW^b~q=8z0m
zZRBO(1|_Tt{#skh&$8{BZ?$E{N%`8#OSW}w2UtM6zaK;nEo(xpwIjcWVv^>IhS*5b
zOwCx<<mKn1vgwwGbkm+PvvYDz`DIRfm10*rElVN&PUp`+x#a?BGRKcuJv&D6EmPzs
zC<K57bpmpekd}7;hx5#~$FJYNO+hGx5h&sJMoew`x{Syz(a;3;0M17=C$4{*mp^2~
zpZ8;V&Qy?|o{;nt1*aa?bE`=8_F2bh2IdB}u;iS|nU`JQ<xXC6yn%NhJ{fmiAiSV4
zKLWC!pwAJ@kMVJfyARNDgK3rk;{#L;q3n(5QskOys;(wrWo6x1Y;Ru?^Ds0%!t?AJ
zA~o?165eeg#3beT$~R@S+7O_rNsyG3M6^v3&1lEj>qM2Yhvzsov(^9jVc=6r&y0)v
z9p2s<*{_03@qTW;I1-Y-bzHeD)n_M(JoI3XnNqAg<>_+<>7IQ+Q_c_@$wYAKPS+*P
zHI-(e5BS7|2${E7{>9XzM~`Iv{o7LO_Ln-}d>a|*OQe^F3D$9#_r(!kast2re&~S!
znQ^PnGC;tB?th7*qN5AAeS^6|gr%!;_jg(g99`c(JMiL*63-!*NZ*LR;)vLTs7(yT
zlgAsYP_}s9?16nDm?xtiC&UWK%}qq9Qw;!W0CA{dt!DGSB7m|PSOI*P6G+=nM^OUf
z#V!yy;dgLF_FxZqt!ZvtNtx**^m?@fwXUmb4Bka)i-z)`KWPgg-+hFt-et}XNg=5!
zOwSF@_00ZGe0)JBx4#SW2Ie2{Y_An`cEfrV-9<pngG|XL&2mlrj)}>_Bx@{(q=ee^
z=t?a=qTIR1Vq>eYUoIf!&KKd;YZ7MW?y9ua?(3QJC6IrNDg^7cS7hPQ3r%(}74Fw3
zb|Ock(y5}a`PDK7gTk=M!;XFVGq9i8S|7-`Z;VRP4u(8bjif;=3E}{@36znkRujMs
z)N;gP0kh0k&k-}b1gv80gW}tSm`BfO3+N?f5b-n>HwQYNEz#F0yX9IJSyyyHxdTCC
z@AFc5&AFuk2q1Z65OTTGj5}rI8oRaXaenX{>~8zj0j7}WPRy@gFOPQS$>$mzNiPR8
z1aN^)b9QsNI|kA)12ePv#%LZ0$&zWS+1gi)Th#-5-<flA!FuF({{<V)W%d>Ep}3eH
z)N_GFUmgq$pfQ4MFJ)u%5FC3Ns`UZRb{Qol43Dj8+WMw~$q%=+@M4gFph8t**uatW
z_O0`u!W1(gJVY&CZdSBIz*Ip=sjF1y6OrY|-vcQH0ADC5D@#9nMgrhicy~DNKrgS)
zku`)`?Lg@zOXf6*1I3uF_qY>{dMQ7eBY4tAHiO@OZ^kO;d;RWwv##5b{bF0IO~@j6
z8Mn;@3sm7|W@aFL42M$agAZjFI=TQHpH?KDJT|35sZ*W_hZnPo)IHx^B*w5Y@_Lh;
zC>S=~pMN;ARCf(P^H{yTAwW3y8s<I70c<WfyM$<#7ts75-3Np^8o0}p-(swsoPFT=
zW6lrP&5!?10?n@LQ3H}rxEGY9{q2Uu6#zQG5fbyt?gLt&(+=`U8BoDMG8A-Lg2}}`
zxC^tMtAAuUoEZr;Mrt6rbyk`8aXGKZ45o750aONeW8`2$OMN-Rv8}T>$3F_-zygbb
zWQh3yw#2-7I><A!G^uOS1O7JF<Z3m;AKo1VHf;qwLtnl9TqTHnBmj|7>-!MH0#ueY
z?CA&y0jT@~Xa+t3XphSf5P<*%xZ)}x13hQ^s{m63z?_887XiTl>f9OFxIK{HS3ogK
zrtEfTfT9MHLIEtgxjIw_5wcqPsXWTdC%7>>nJ&VsXL~V^5&8Ag8q-f1a#1k>8{%m~
zg4a*>l)O}h(?wpRRu=u)5d((>=`m*y3j|sLMo&+VUX|J1dst*NCuxr@Fz(?}VZqJ-
zq8V#+Hitl_8J%wPd>o)8q^&;31edk8Q#hMb74m?Ipa`ly&GEnZc;+%PFwngia2xvu
z4VR9Y84bo2aO3N?F^WRYZ`Z+?ViXK5b5m1O<97Yri#h}6?~Ex+dErz^vA4VJx5;TS
zvki{%Km=g(w*peG*xAw@a9q^c#gD*h&~tL))>w`7zEu}vJ@Eq({dI8@lr40S@SL~n
zrdB{$qQZ1;(*eQHlZ_@h1G0-Vz&Pd$E#9eowj?+df;5`~pi0L8*aV=9III|V3uHDf
z@GC3|LA>_s6LOF3*-)S|N33<}8hgt=lX^9lFT3PT1(-B9hf!l7K!$@^!jQ_U*XH{K
zV7dGY!!DFp5GC33=M}&r*9%**?(R)pD?;v=yx7+v&ZK8vji`Bj>HsMR4GTVOu;M2c
z6D3bUa;h)OnQ;8@?6ZOOco8-b6j<xihAfR-zB8`)0A`)|{ypR7TcE58x&MvW1msHw
z$a^f)FtyIFuiKxvuDt-SnQrl}*(hTx1XRrI$PvVN+xZ&#<l>irTmR{8kE6{gb-Nlp
z_KlgE;w@j86A-jNQFUKm_QjHi=Shb{FwP6`ekh|)wgEE3yf&N_P0aQzx2#Nsk8~1*
zvxPZop#Swnq`8X;^GE7;N4qF6!v=>Qps7GQ60ZZ2EG;dqMCTL9LpHW5aM7Vf0vre_
zCU(V-#LhN^WtT3EG4;MA7uOx6#Mq%Y>KC;deXiN;dAV<fJX(Gr;$mTo6j;iyjO8}d
z)69DC&N|DG8SHOZ_i{q3;9W@xP+<Y_oln4F8y!3XSC$14p_kkP1dFj;$vZP1pC+RK
zX9+WlpnLVIjn4!y$DVFn@tB@yQgg6vUN`6Ki76@J3$3pQE@JQV+*21lCMr_PiUJ9N
z($dw-_`0yL@ShNLxy1vp44tUx^Fdd7Vix-UHZ($~lkWqH+@qQIG-sqv`DOD@wFG4e
zji+kYD302K2`EI@7605^oz6Xdwa#t6U(OZF(Zv-r&Px;<AXI1!asWt3AXzOWyb=S%
zHVRasm1xd3yvuUK1~ntGfEy9O^XYkdfPi3!Y<z08*!o%^Dk@5Qh|dAA>u{i&_EW@r
zZcPW}=hKZ9uK`Vw45&I#X99{|Kr19=Wkbss*JI~QJwe(t%b0iQ1J^)3SpM_#GdUB0
zR*<R%(81$AD**svyWFRqhlAZ+0!c_)R1K7mmtc1%Kj}vQ+g%TZi&I!2V3_8+3$0Mi
zFsQW-0*f1UYco+|de(6F&cEahKN~~BH(Uw*=GE*J1$@c@@1VYe(nCxYuI*Z;Xfqj@
z6L52XeI%#vx#xT+5Xky(=0V1OJU*e!*%|_}rYR8Wpy#Nrsj)y`W+%a<^4Xxh0&SJ)
z+E;`?goHLL`i9>I>j5tU(h*X*%`3eREuq5$0iE9|CLHOZkh%gy84<u+p<^u=*G;G{
zf<L;es;t}%!X=zJ$Cn_Ql(QFHpUboh{w^hD6=+mH{4zmCGCTP7U9Z{W5e~Ij3}E<X
z;Azu?kuBbb8hUyWAX}II$47z0=nEP+P-nq%C_U7%{rcHe)|-3SQb3Pz?xXa40qGJz
z@!JQP{d*j@<sjKhE2~wIZ~6d{b^^@`c9S*=T=6R|a1TY74WX$2INn)wvYGbmeT4tx
zor{5Q<o;&rRC~WQwut<q`nRjy1uV4&uTw*;KwOaVS||KXxdzb_5lb!r32m@IpimLV
ziyR<)jy8e-yITgeC@IvixTpxK2fZMU$0|(3K@EUHUu<NA3(Nm(84ZZXgg`gx%awdH
znlFp#+zx^gkX+InzmxlemOMXx{Mb8R&shb9rx#L8M;-l-Cv}~nz8Yw{$e-@aS2-?<
zvFlgEK`>4D#Y{|SZ_U<W3M_chLxB4AP7@l00C!qXjVEsaWG;E$T)(z27e^5ZQXM9b
z)vyfEBlduZMhea*G36IPMM3QdkBY*8+F0O60b~Dji=NbH<wlWUM`I|3Nq~sa0R>Ng
ze}BT1%MltqgD?AsOdwc;q<II_CsWqUw2X{s)9$bymDY3_2IGpu9rq^dnzLsVmJbU4
zybB<j!`+z)Tf^jdTjyLxY}KSaVG+d}f9ZL`<>s@8IkX*=e=4-T&C;>NY54j<kz4~s
ze=_OoT=Hgh_c?S|b6(#Y>N4MD%_D*9Sb4kCf^*{4{SBJ+Gsm23(i@~90w#E5^RoI^
z*kAwhva+uLVpyCT5`+Q-WxmuABnVD*b#=A&KZFMmG7C7+yz$+KB0xm|%to=UuuFk!
zYG%sM?$@<y!1Le;ykHtnOP$=Lb-5J%hy6LsRYjXi*f9~IfdT<@Y~{j&BR%Y&51z+n
z(L_v#f)+~zUiPe}fw#lE_=3oW%ZXW7;CnVqA3Gc0<~3^exdU7bPj)nIsiOJHr7o8n
ziT&S!+ga;tvIADuBNPO8NAA79+|N9Bb+bHK4Zm7lrg|ueX9{&{Bk=tF98hCEmg}}n
z1r)=q>$i+sV((k;&8v3Qho)Z}{2swe8Ns~RTnLHYdBDU9E7^7`nrKJ<I$AFI{*F%I
zkNzGhMqstnppd6HQ>yE}`43FN*KX=Ey~<~O&%-qa814#wQoVevh(C$>?+`>-vflYk
zdgR3M@oBE~fg<NK0-RRUddv1q(ZjF5o$HIc9w%#<T20tqLmyk?lE*S`OcqIt568a;
z^&}MVHI@g@%s%1GGFay2YVQd$+N70vy)XO9PMA|gGRZC%qQE8fU$Y2bioHGe{Z~$j
z<*>Z|pI^qlbhUJ_)>m^UNPa`?D6n}3$plBpBk%I7GHGe_<sD$c@mafyn$T~Rr-u(C
za&likaj}n0UJKLp{o5n`2a}cQEjlRsf_@jgFstE2nbCV;|Fxeq^z{|<mP{E&HwO<z
zhBKeMnV6W!RhIcrLd%inPKC8=)8#fjajB<3*LbDKV`seN)xj2Iav7GWDnx<-T4cDe
z{6Oh%_;3_rVqyhFMcPiz7`SVeezGjojJdglJ}Hq-B|SqyW$eAsL;Jpmnx>k{<lX3~
zEjj|pf>)JRWcRQi@Jh^oaR(i`>s^f@(67^La$&qU-KEw=mspK`QC<U@ZjsMo|LwL}
zb_U)hQbx*^&^7HsDyG8~??uw>prFSfUz&>KB|8Hhcv3*^zJLGDfDB30YaDhyvzNl#
zk8Ia)nk-$q7pDxz89AKx{Gz>}F!i2hh2%d$Hb0E9Ha)}DLI)+TL@0k-!|t@di=D<_
z)fxVDo))y&=t6F1HG|Lv?BK>-KJxtKjx|m=^wzb9$UTiKC2B@yL~w-tzYSj2btRl$
zB~#wv;xw8Qo0Z;+{8>k!opc5wp#6V~I)Y7J=|tEVW_nWk#%uX<oAz*yyQ+%8=1(}O
zSLm8b?ym?qeuG9W5nydk14kc=-(?~DV0b4!>il#>7zU$n=97spszVi1W2bLLrdzTG
zp)I*nDuUo@4CMt3h4m`6PzA-tK`JrtZ2CMZHy)q5#Dpzq_5B0BC;+P)|2v6>@mXlO
z+ZvhglZi&1(_qG3IB|VvO`AQ(4gPcFqfM*W+q0T2QAp`7Y{{=|pxY?}cXARrz!eT9
zCof)L-Yd)OHR;0qN!>}^JQA_V_#P+cnov|rbi@^-ojxeP5JBhgZ_!|!URR=9naNxP
zO{Gi1>c$Dw^qrxk0f?3;x!6HX@Ra{nB#;#Tv~euio=%szrN2B+%*DB~lD(tqEB`D`
zkImE@XxDZBHT0HAp4Sd)A_R$$XUblek!BU<-)6L&IzKV`>j?YEag;Fb7XbMy!Vr2f
z&6)4KDc0*vb)t9L7h8Rp!Eq{GK_tUi#@!u0uVOXdAUNYKYT=T6%V9Pi_%c^g;6dS?
zhl`GVac>#DUZ?F^(@XBP2-PK>-L*-^V2Gq%<-520>otkiiVC)m43Y7YPH-V~881d>
zORnGux|`}#Oc+_OXV^*ypFq$yQ;$uu`dynY)utg&86A<_=Y~pw2U1D;Q8X*WP{6@c
zuV0cT3lSZrr)PXSM|zEaR!p{=H%p4I`Z1h$9j)xt!ovOb8eODfVj^KJ?0->;kgNW*
z7xvrl<&66I7BixweaICB##;H&Gb&f#CS;qLLWwF?`g_5CtUHF!WJ=DQfs0=KLhO7v
z^t;uIGqsaGn{y-rRYga3A$FM>59Cj%@r?);_`JI+H~!Gbpt8fW@5i`;<rXYZtcdcj
zA1aAMjB7xT{E7>%2WL7F`&)a*<LkQ8OLxKJ*8JGR^6y0Uf8CQl`<qfl9>(57h4nYb
zc=CI+DE^ek6J$uC2-Y=klvBWyNzLm@gX5$Apjh{FAf<RP`+!q0C@Au2n>J=rdY*B{
zf<(qA=kHb)jf+=zPB3Ekqbxi$bUNp`GJSoS3?psY2m4o}>Q(E)^46Pj5*GJJ+^~HZ
zXkYkp>`eu5zfz>-pdr3|`+9jtnBxx4XE~ebfh@oBTfA>}h%#^TKrPqq8W&nsnj8>A
zh7h)=m6%hUp6@)&Zwcfba%kzL_hxBjbLtKV!l8G*r=Pmkc;|Lc6(yv1UCvRBl+PmU
zvO(9NI+$9XMPV4u5kRnbaGls^f+cKwx9pX~CT-x1PW!-1l&~xExkr>Jf_@HOyDpee
zKk(lvL!jKSE49dY?J*)=5l_AoB5x?m;1E`02_c`KrGCF3`I{QG+=j}yrF)^Z0d=P<
z?U#lMUL<N7I6d&Qail^t7f|f)D>9lcoGI_^_upwOcfhD*s4QJ->s>D{j<25{G($F8
zM#X<F=f)Hf9A<OpwP0b2Xk_FUuS3v{C1B8qy@W}wCcb2N@V1vvi`!mCo_A1b-&1fN
zuIa1w^>~iAPVK4LvS=&!2S3r4n+lF}KX^*LA|71(;a~eiDCmfPfOD^~SJ0G*5D2n%
zm^d*t;#|`ZB-->##0>5iL|*o$>X&*(&u+};*O#}Uj<D6~GR)!0APEd>@Fl;p-qe!(
zC><B`bBNh6m04zjZ@9BOvv<Q3s48q4dn51K&1S3k@fij)f{qH(>s)>-L25Z@_`til
zAZ_V-rv|ig-9Up!QBe`}xER-lGDuIH2|~oLT7TX(E^XQ$8<99M3&YM^V`6EiJUw4k
zZ^Xa*xRZ5B;a|M9|3BpU-9LW=0IoH19pWPsbfP&pJlx+Xh+o-h-t7ggmo5>_;Jxs6
z(&nR{KLhNAw~20-%QBj-1x)Epl<D(b&qS6_oL9VYq88<<K|Xx+^th=B?2R)3o0~hg
zK-0(vS{Eekz+h0X9mrC90k@|CKx46P3{%9D>~<BB?!?x{vU)yC!OxJM(GkD=(~Ha5
zI@yID5get(2N^0_2y}A{K)1UGVBMGY(&0EgP?wUIF4)QJt8Q<Kl!P#mQBR`o#Jdpw
z$ehPE-xk}34{PjV-kXlTnRARh06QgxuREq$td=DOw2hbcfK*8XZQ<d=hY3mfgH})f
zr|GwT_?q?%sQN&E33v0|Sq;5t49QGw8V-g<TlK7a0V(|hbHR)*8xgX1Kgv%qg+Joh
z)q#(F0b7KbYIVl3!92OwAGLxaoVTClZvf$&#!yYPzM$iN*KXx<MZw6l%cchskUeKp
zi2RAM5xPJS*Z*6{|DE}N3;BPi^q081>hwU{9f>p=Do38vTdx?b-Ic6yq(;e4k~6Tf
znfj=ic{m%+DjK=Dgw=E6?!YJK^*Kk>kcDb>?vdr7(zC^i#zqC_^7Qw_us|(l^#@e)
zwI6pc_MZ4}u_QG<o~bA7i(mGF2dGc%uG_$$Z+^r3yJ=)>T;A*m?hU9k@{*E4WuJ3%
zVL%8dH6Vwjig-T;b{&TDly~oFfcPUFh9zlfX{pd>)i4KfaR8XR&7S&_6VlRImh<ew
z4zi+w0^9g<nro<>*~1Zr^CabdSPxfh+j@h@Lk`y$rombn9dDj)Y5CfbR!*^EJ_o&>
zUSH$-Z@RWqrI9=3tK!ujAJ-g!9Ze#j!r5-&m|Fvd*Cz9gnpn9c`@zT#ZjehZpbA_%
z#CHm_?Xk&uB~lPq*{MxApHSRB(@Qs&*UTN{hc^;9Tpax=ID0%eFdz-uSG=c+N=j0i
zno0TdW>q2EYdGsw=(uBT!@<%kPW@bBeO*d)k#OtN_j1ZlQl1R?Avdw$se>e`(;bvP
z`rr3`J4>$BQXHdZ?4sH)jR%PtSZv&?k`}+%IMQ-x&pNvo-!mmws@+}x`@i+H`=$5P
zorU9{&@Tqg6^fvA>*3*{GjRRE)IJYPSDE+R5HhQM1>N{PAViu@l|T0aeuRBMhF7Zk
zsG@uKB5iP(BLin&f0>Y1_j*$NH##{fJoM8Oq6{O$5WHV6$NtEa`DA-}uy`2jO5$nz
zXRPnOp4)17TD;|7^?E7`N0Y~s$pwdfrqP)m68eFBh5`e-7y`LwdPq&+uuKteO(HiK
zq)4BE%O-%G<aqvN3GmYnK(?h!mt?e;y#1PNVG>Kn7A*D3INv2px1V-3^7666_d5Ie
zeM0H${P!s^c1Rq&sQN_&`WJoHq~7Pp0$xM^pSpi`wW2*BCi0>KW;atUJCjC3hvi5k
z5JThb{8LFQU9rbp%Arlu(4$*H<)LpvI(cg-&)xS(&R{YOD%~_jBd@MM#P_3~2k`u%
z==oEgt%fJV8`(D#L1Tt$T+DwjAzayTXf{5JcO+JPD3&?W#QG3<wpHZvu;B$!d{^w!
z0Q>KY=RYjb<eMC!T-px35x%g=wva-iSw9qhF1O>lYUtV>h4Z!3)**O6W9tX<tDcUN
zDA&&BLno!}_nV%I6_4a2uMu<{|9i8s0hSg_&?Jsih%)N^m}dF><Vj*$;Z^(;=|ZAZ
z`k50;T;Hsw1Ij`C^Wyiq5=0Jk!c4(5!OS<7^uZDM@bJDS-uEAmu5}#W%4nUBBFVUw
zn<%3`V_C5n^e=13$)$Pu#Z}u7e|r?nbLk?IUZ|EV7|@_oX`5`abQcBtX@tk1X?#&Q
zO++fwe;@cmyjjVpt+$p6bzNhZ1z~-&X`g-k&LF+7tj7p1Ws_&U$D&U6;egKyidVR5
zVYm=u^o~xgyXf_sMv>m5jI}mW(wkiC%}#sQIA)y1%R2ZvpZ{#NMi1}00Vgt=?>p}5
z)Q9iZXCndh!V<wWs1T(@;A!of&Isx17cC^768JcrDIBJ{r<zTk@JM0HlD~b{SEKp#
zgSU#K&GvQw`pNoG&ZZa%EK`;Q7N|bNUu(iX8h+kalfUfR?Qm*TQIugNW2Og}g#YUw
z&<S=1(1}oCX<X8E_uUv;=UJQUlVs8ijhkh5ePD{JXYh&|=lf)|bV}x+MVvAwn9D8m
zc3etzJ2v<+Q6^2qSs-+K_^8FSNCo4#8>!y;t|-*^3JhWUf|TUnn^t!l+0C~sc5q|`
z(pDUW60bFT_&~*dHwUVD>{&)Ef=+H92m3VFL~p5%N|BiPWtgc5&Nq~{KxKQO0gkhd
z&rRHED-~D4D$^5AEMdu<#FBX2n2>TtC-^*_d~xqVIwi{A;5V1Q*;QGrLmrAZUpI%}
zk~Ry+h)~%of9HGUf-?4~79GXdFqkGE?ce)quZ@pv9cl-kd7kQ?jyv1>pdL5vTQLpP
zUWnh@EXT;sP0zq2)>a3&7#qUHGEN32XGtkV?bfdz)lBpZ+1MU=QgW+w#Zn<3;P5Ym
zl855`HCl945)Fn9A4Fvk_$|r$7#EaLeC{F-3bAEsv;)Ni^6(sF!dC=UR+tYLPe}0Q
zrC1?Uwew$i6RD0T1ZkK(8j5{(ViK?au#&VgIX>PPE}0;s+*7b7mwwlv)rkqZ`v8cZ
z&`KG;Hj`-_!{g@-A#Ye?)W{(p8g*^GJPc+q=-(>#+@h^GE8O?|k=PyqZs}k6;9uky
zUZoXIG}y}0HHGF$xK_b4vWGh{owL{F9$SV=S8b+4c2H;et06f!egTD;R{rcx0*0u+
zinc*Ix!m}AuSN2YqtkuWBt}7d%sxymp8bq<IgeJpeon5J5Ql>}5dweQ)w85t*z4Nc
zftOGCK{~k_kq_!P(i&aW$Jr_Su(w!WNtg&}Ut|VXT9L=wzxQuH0Q@G5!xZxq-{drS
zD3Oz4@aKE=ahIm~ljk3b1htUN`&zhnad`)`X(Bcx0VN7SJd@@$2T%V4$>s0sFhS>|
zMx^s%R{eHKBd^Bb$q1%iO}oZVW**t>!jZK-@t@sR15RgUhp9M<uTc4M{2Z2)8=ccW
z{$TG6A0UL|>#sQT(?yi5YT)bDhGg(vjzkRHP(<<3dt99(O9Y7)4`<{CpZg&id~0!F
zdy_>4WY_y9#(nSO`vxxp5>0L{T#UdU?I(gwgzgDU<<<#V%VS2|55xrSD?$vl1wR17
zov_<X4I$i`2mYKEI-Qqxh=-v(DDi7@L+o|ejjl1pN)J(B;`X8+H&(Y@yU7tbrIpSl
zl{1WJ(d~a29x1LcfB3zniqiwf_x!qOCxgcwIBTn+y!oTZ*k^Rz)w=Knw}zpTj@W_C
zFDwR%mt^-2b*bO+eqDB>qpVSO?QV9xjmTU21!%^;9K|r$T0b~3t;7I3u`mC98u}-S
z*WWmnWtxxPPy=(koVEb0ZPrWXP|rC?rqLC%ID5}&{UWgoGm#3MI!S_X@GLUaeE8t)
z77U%)$?9s=llfzd=ZMXZk9tZ<99o7n?-2<EE-{Yw6gbg0EyxcGg^~^Xsd`i0X0rUe
zY9@f=H-B9Pk1!@Li_utZPdQnxX&+J4UD>`3RxDe?={B8wk{)iFymD9l&)xN^6(^y@
zn3-P}k9K^X3&)Wzr#I+EZaYlWdcY;Wk~j;J<I5bGetL(~gG=G7QCIPO=Z~$0l)0D-
zedFwqMKST55Et5h*0C(sOJEGFrU*Uj6_Pz{45r!WPdRM+t=eMijR~xQh6kelePrVb
zA<c<Jd@zypjJcuqWsL*tBc5yex!>WAV$sMmL@**kFcV~|ix1fgW!5~B&z-7BsByL!
zQpD~tSfIXghbgDqq^z}!ugflNMcHdT%E>2h#@#hsK!stkToQ{;w^obQm#==c$R-Vp
zI*eM~S|cC$8J_lY)nMF&i}E@BE?Ib2?C0WiiNC@}mr?CGI3q8>CGYPGfG5Q2czjQV
zFesh-p6Xqy84Qs|{81MB%E<}*Kp%uB`5GCFCba6w?fL+b-&y8DwnY#cCw`LgP8%xB
z>GL)*^3`i8Z`5$+jQ#d)b6!=es+iWE_fhq~r37*=Uq1f5`~bM<Y3XjFI`L$%Xvn_#
z5m@&)z$9!Q<z!IC9OAF(z*%-lCKa3%e~4wT_awNez0fF@6ViZBoA%zPRj#Vg&V49b
zI^x{>5bM)b+bVv51(-lckWL4A07g$c-mFFxYEKa}m#3%GxKCiE&CABV>Ya!w!g+yo
zdcpn0D(;t_(ucUZ{l8`dr3e9j+8bUCxa2oTqe1OZ$m>V8tA{w!a0D@qBB-8e)<mre
za+}0;R4P0cE)EyZ*@}0*PG>tIUU~LmzoTTMhJ_5IYicN6!(yx*2Ia0?u~we-ZrqRm
zqTgRLh$-UL$%s_&nHo`%E0)ub^1J&6{niYhujXC*g$W2IG3czqHWbs>dx_+hdmmMo
zyn1@n@}V%D{NqUMk|<wEYApfnVzeiLv_yJdDoupfzbqd@hVK9_HnA{MCS#576|dia
zdAA~YUeBjDGd*%uLj^2EL;xhnz_{{jzbWBZ9mR5no85ln6$oY?=dKt<vIM+2%G7l)
zt5~(G3K!1<<>M>_%Azp(<@uEQBg$b)td&ptI<p5AK?yb-@a)6X!j?fk8z~9d_sq<3
ztZMHmW1>dauIJE$Bg8jYnId2s<L|5!oB4dlG<Qmu7Q_UCbC0?J5KeCS=A9i*Q<70Q
z!ScB_a^OVJog;be+<BaZO-$7eF6jl08KHItI(0u@{`7Er4Eb%2S}&I!H}Bzsg01qt
zh?m-Yo}MZq;TgQ)$x4k2|DC|oVOwaQBVI$7mEd}jY}UQev+Uu29B0&jefh47yZ*<H
z29<=F!^&M8)ZGNisW(d6`0G!y6I;Zq-~%k1m7mg<fIP|R_THp%IgA{O`V4d#Wq{m@
zy$i}hU?P__$+GYMW&l3vJMD)#UTJG`cm?H0XUK0M8E3UhL8eG1LCFOm;}{hvH=YAx
z?tC~TK+ni1J0(d9Oj|#GXc9O?g!H635#9*2r@yH=)z^{E1iP6w5*tuM)aU)zwx`0W
zo8>whvNbx#1Dyl3qv{<@e*-@Nj+X=+pOlPCnH8IQR!@~3i`B>1=Kj$u8m}Of0fdvF
zAR-_7ly^prky?N5^)D(}0(mdM%`g87w9`v;lmi68hui=$@xfgYmf#5YE{kL(<sa9r
zw9JU*V9(Y;dz|p%tKcs7LKme4^W?vyTs%vM^5hmlPa$QarC^h_?do8_lz%hFjkEPg
zlYx=(zmGW~F&dqpiqKc;xmbNW`f}Wzs-S-dkMhm2H4g>BkZLKPL>~J+njv7EqxvHL
zl%xI11)Af5H0v#o=37d)1K@zj)333Fe9*vfT<L%9lXJc3d#DN-LO`Dha*LVAi-ti>
zqS$bnqsrwa{dqqyPRHWW9yZCV=yR94VFZ2TaEWrqn)SA>&@0l3aK!5pS^1Fh{=c0R
z?*TTBKG0O<28;vPP)$d3CB4pnr$9EPwC#BWn7Zl$?jOiBX}8dF|M?fUPGD(vzBqa{
zd4oy9-T|3ZS+$B@tPf{FHY3RT14g*`a}Nn+a>>r?1y)?miFSz|RonZ-FQ?yw2lWNF
z<DkI$w+>n-F;p;o%@6_$QZx{rxZUuNS|7>?2dzoS811#5<vCjNl-~DfOnw7cqHTVb
zMS{tL2Vj%F<h>n9=fi}iwtzPTG6MUaEr)~AnV!riuG*Is`ZfPd!B8WxOrHnq{$n`k
z!F@8Z$CV68&ro5T6!7K4Sz<^ZLKg3}{0=ZBm-oALhDnTUkH6eDS830q(qbsbl%FyW
zexiF!=D;21JnfXR%?6WrZ2tE6DbM85;&l#8p3?9GkIN9}r|xyRvp-K?^w^p{z?a19
zG@I5~0M|r<d4Wb?kVb)_;ZSsdyV?W2<`;i{6nX)RuRCR*Weqe)1|)*&>E3E~(6a~u
zZmZIr@dif|U(l=9YxfuRIoXQ5gN6f5vH^Ek^O`ppt<%uaVTAMq7;MYqwZf3?j=9n;
zbC)!`(K@8DlHZ);#Nh}?TJsSJ2H+(h-@dnB6Q0K!?rWTBi|;y`!(0+ZF4g2@+&iIP
zsXp=%alA458J{Mq=N<rzEH4}3X+KawuMZn$JxG*q<dU_`w8)6Q75n;*v(KVo%g^Ws
z$7pK)Yp&Fm<3_N+)?IVS9C4DJ^}nc)6jHuv_sa{#8-+^Dmuw(~lk_$V%(_97WPl=<
zUy_A}h5~~bkdfZjO?}eE1s!+Id8?z1F&1|AuZ1bb7?OCv-3=Lyax6do880>m)~~1&
z(37U);}hX~d2n#h<pLa|ycLHC>bZldir)QJipLM*mN67B>H1&{8DS_*e;*LR0!QKZ
z?M);<7NWpSuC;p;+5U)kDIcy3y^h-){m_Tl14bK)Ki{NS>vyLkhm*v1HZuTuulbE*
z^lR0t$<`Bf`j2NzRmACH^<bVj8J%w5q5>zcqYTcMpNX^+Q%x-`MxG|~T|>ZaENfZ>
zW@LcZ8S28v0n7JNk}^k7&&u^Rp%3H^1Adviz`-NtbNn|Hyy~B!sr~lav1P9dv-DCW
zTjV}yXAw*(gH|YTwSX}h8Xlh7<xgO+4d_{9B3@21<?`-~Oy!3p+p55iD4BxOt>N;L
zjV5v26GL?m$u|{dPXP>U<9uyBNJg)DXUr30VK_{ql8;c|mvy$m7E{5-7l%qjuVt7y
ziY;*dZ{OSqe@c$<LW0pJP1^h275DG`8fd2YwVC(CFn8L0dQulHYfO-7XWiz1d%0EL
zvLV^v1Q{cFU;TiOh#X?=eAz6|Ma#^}!hZWbBpCHP<f(>6An?b1+BxjP<Xi$R@;+eQ
z!iH^3d?W;^$Z16Mbg5}QTgx4;qNJpWt=yo;Zra?`?QPd3U1n^>V~fg8@=p7p<k2hj
zy7Vp~<JP`4Bb?fu8;5WMM-#$RkLVuMPqK5O`Y)zauY}>jFuCIfYuRl5K}#ALoNrY=
z;>>iAW>r#AlW6|O{~@qg`9YRKaHOO`ErMocA(#4eqjN!Ch^0f>Gd9R606Z6w_5eA8
z5r>WO;`qN}zkmP6K<Rz?7=<fYJC=s-%~dwVtmJd+c;1CVVv)_+F?E~Yq)0F3t7xlQ
zOZ=fqpF3%#pkh;eu_}xtWHwvw3KjG|V0czx91CPMQ!s@94Pt84SgJz8aOxA+qP(~2
z>AdKWUkaM9+CnxF0^1lhSRLTb_kwi*HOm604><Sw(5QU_fo*sN^0flT7$#>+;Bt3(
zv=k0N?YjGl6#|80aKGi?L!Ygl{uMC{8E&kOS6{QjnG#==z1V7Kv~>mzK|}a24J62f
zwT_Ea&}AUICopzV@3tJ`kZ>BuFlT#7ojQZ+77DxwOF+u{`cbQRw9Zx+j3DW`Jr;BM
z6``Va2u4`JkO5>T5%j+j1n$%~;6_$Kl;ixe!jtiGQsncE@t<_vyTEfgk0~KubbD*V
z_XZ8~ZIlOdBCmi!A!$q9b2H(-PNMejY3OvO+*f+pAQ6Dky6_F77ON2|J$4dkqd;Ec
z6$u27jfX3CmixCJm<9&WZ28Um-?64Xwuo9j#FP2J((oh!gT;=bD(UAU?YB^JZt^Pi
z<=$UDou3c_7sMUh@%8#jlyO=SQ2+<RzJz8#UOJF^`hal<jAoA2SgAuJH;_ON=9i+u
zkdRZ{Tbh-y>rjggqHW2uz{AI_UW1ymUD(|$14I#*%t>p#G`_(vUol0<NH;jufN2t7
z3MK$|D%0+N-IYuaWDm-Wc^!RWxh$l2rI(|d=ZMg%iEH;`EDD1zRjF4FG3Uh2Mt12`
z==om?3>(M#AE@9>VoUCAOAQ=4gqs=HiO$wKz6;&SB4?TPLpNvdw!X-MXRI?Ob3H@~
zLhU5($a3{^5G`XGv#UVF*4EaBLqNpBgVboR>A4#NNy}U}FU=dT_L82iw6;ObhnL>F
zIS6awp|V699eYwEoe2<~kKBfoz?6(Auv@rMA0-<)bOMXm9ZEvUue_Pmtg;hGFGT_0
z#v$$URoz)XTf!E3+K6=0MKOT|+F#k%gz}Aw>d({(e&&XKxt~oBK*?8zFN2!FG%t{i
z&ZTMolO<(kM~jg(D?~rz@5=>-=|4oKlS{(L?lHdiICI%`)KNF~keNW9;kA*4eI&u@
zVft*>o&MwsngBAxf8I3&hK@})a)DtB-Fu!XID+`-OR87<neXpJbaYhQz+*PwNrip>
zs>X}UF)8cU4;bT|3bMYccdv*2yA!%EAsJvyCG0f?9AALTzk2!$F^x(Hp8&;r;P;m&
zIp$N!<8<kTSE)m_6j80x1FH`nb!rr3t^d1tqRhoFx`>D+b=R8P+D|T@Q<xZ#Vgep1
zuAhJk+Cb7}o_z2*bo8L<$@5b2X_^!6qNe5V0AX@NGMg!0Kz{dPUo;8~mF`nh)n+Vm
zpTHj}#<Q;U$#<vdw`;+DI;wcGNo0aFH&`xoUN(H0m!nxfLr+N@y2_fI8Q)<ZvES6<
z8HfoONU8gpX}kXGgVRCGB~^oIA9MFyFlDXR5gy;LCMR#t3R~hU4Q77lWUk>VeLo7F
zj-Q(W2^@?@-oM`i3zlPJuQXnjx<%y3(9{$s9QJ|4;eDNO%+yD|kb<r!9PJP2-ijEM
zN>7r&B&G<XeRqC_h!#{ag4S#ePsGBSj?u*Y4z`vt*$zI)7_hJq^5~vm`?>m1TXq1Q
zQ=@RdlZUlGGW@M&BYaExD}Jh6=#8{^swt1?x;wgnzx42>NXaZR*R8p+#c^6{URsc8
zVr*W3>Hc1s)w#*=w^1uf&(*Sop!TzRiJ`TQy@oyYf!FUYh3xPjFi7IbaoHt*0X|o*
z*C$&}F`+aocT)B=0%toW%yRoE&vI6koOw16d=iDuhCQ)*KVJ)n`?HHO=i>3fU^v6X
zb-zZ~-y00<nksLe{uB+NZW8-)*~@Sz+vA3^nB>lJ)-keujYB@Z^w#X%w(L@(FHJMC
z5b{JQU56uKyZ<thiylEIME3KoFa-{9aic-zR;VD<*7DAr0B9X*=LE-(ZX94!@Kc?@
zlJsbnu5W#o?&FvL!ufKrkuq31iG5UpdoUy_`LRM7ku)PhD$aD-64>`P7Fva2(ClHg
zy$Y%h8WTbl?x~%$UdR#6;NmyrnzU8dwi$tj#)%;?e7G-(A&}WYGih_MI5yud1cX#T
zNX-bkyN1A#$B%Ocy-u3O5JXU-jf2QQ%s`%QdTYIRy;1l5AN!5NkJ_x?U=6Hv=DW9I
zO>bW$9WrXyzLPAeCzAZigc9HaS+kXs*?|r6E^JZu6hW8hl;H=FuPEDQ1~esuB%iuJ
z8XY`pkD?75(NFY=uxwsXQ%x|H9QN?sR0{zyjS>q}02-@%uWK9$zB0gky3!P?ZLlR^
z7VH9!II05_0+}+}i+XEoc5vj?PIRcnmKQ%i!RJ$wWJ=~Kjr{ZTYx^6Qma+Ca9@MRj
z%ZrOG`QM}n5WMV2k&|ijN<DVyn+!Cyw0cgS7RZ_Iuk_GTQh?)9Ug0izxbKWEo;i^x
z=vzcyC|xC=fbpTEaI7j_<>K0PCDePBqqAroEl++tUF<RuD4kW2ra2jqU-5eqqcyUz
zs;pJ#(=$O(^1t1a!>fu~ib@zeX>xAcdzqfWB{YYLg^7TTu<;Nbf(9D5YFzzj5l%*6
z7xuv8lC11s4JMTakArEt-k1)7Z_7wiF<*t;r3y+1;`afkqb~vOm$LPz1e8(qM=P%J
z(oQL;31>l0TpV6xe9DaZP6eb8_p>w8Yit683Xr+mIm?s`43&eyS8Px@u>LF|=t%J4
zg-)(dv)mNXraU5@#@P+4MJHCBGYXM$!;fp;?Wdx2Te22iAOtp<OjsQuCis;hY)G@B
z_2fZ$%YhPb#Nva24al$yhyit`uqO_fU&QGnL#Hd+vvv>(?hbtzUW*1h*Y(SCJD!!v
z3$)5yb-Fy;%S5tU5P^?&J;rzVJC$%t+5P+vaL;vci5$9bP2+=O*a@I_6!=aM;Bv+i
zKsw#2x0?x$=J>)wVa^bdDm8&rxUvQcZNz{>PR5<PJ&E^m={;FIQs7ISWF*?i%ln;Q
zpHVOOl0OCwXFCFow3P>ZHW1{)Jk|r<A17M}ug_RL<<_in4{j*c!p)`xk(QOWSB;de
zD0`@PXamQSq^tbDL1%!lJI5U|W&%ra1VD0>U?ypq3@TV`9yzG6cXOg9+uP(n@lxh-
zdhEzt=M<c69gv)}l+0O^op&aYWU4FSHf2qDSUt-H$hD3ep29Jzd-%m<+2_!BAsFmj
z2FMi}=HLLV90E1~VM#+H54{R_+_E=`hp=A{;$B9t-`(X`PQyzh&3R3c34~@$9aOzN
z6ziB6A)=beZ+X)h2}G=n+V=&l?v(qQ->q-V76|4FHm#We##h`9eM(;d$Dwfn2>nBw
z&pwdEAFkkqTw_Xe#3<lZE;Q7SI8Y@U(k%N9pAM?V$Z(y{k{RVQC?F$tNWvzXQQ@T{
z-Z7!n57?l9EzJ$}jeU;XeHjH`R_&-O1YZ3>=*vqWzd5kwCL|^X0Uj*$&YV7?(y6`{
zL-;xPs*)FzA>{A7(h@I9tz^Q@hU<2ysL50H`<KLuxG)^JabG!f4JQSt$-YL&P?&kG
zk&F89g6#?c_H{FG7B}Xb1^lm%b%{twR+@L)Frnc3aOHVH|3ZA@&B|R*)Zgn^yNi*c
zFj&bQb>4TA4BnlXB72ACWUTCOw}{uUdSH(S;$g6`YH}3VM-?3j;%4lO>eRsY#Fgx}
zxnkHlj@)aq$Z(n$hCk*7--$ff+!jF9vV{?OsFQW<mDPe_I8flAc{pfTlu0Eu5HwT+
zKMtEX%3NvaL|HvD$;Ez+#dqR+huyDpkCuw}76!BKC5f<qbQy=2a(}O*_sKyP#}~TF
z{l7E={tsXYFI_QgIQ7Ix8z%9GABbfatrZ<U`n$ch_j@l=G5sj9g0u07(5k{qoa;!H
z-huGLugM!Rp%Kccr5HD0)Tjecb6|}AHasl1*ygvtRWtH`@paZgb#&dHJ`mg;f(8lh
z9y~a~-95NNa1HM68r<Cu?(V_eApwHB-sZbAb8D)mrYe8DRjJB*&gt&md#&|*o^1q_
z?b~?dUjtDlDfI>0m?%OTn}`EHa4@N^tGVqic8hI~ZFn<RA_A!ahg{x?g}6$);|iJW
znwDdBkWkXrn*QwJL946Z*V&q)H!~w;2N&0FECunfdy{eXlJClV$3dQXT*;z^I%3q#
zNn$>PqHDl<QmR=``7RR}2ihC}TGR_%_vuz=tM=E&V_+oEFQ8ZUFP5hDBaB2nqXVPI
zgCX3+W5^MGSz<<g=AmlXB+t-7a^-5}w;`F0Oc)`h{BL99-<u#)1j6H6`3H)2V1S}s
zI3e*TzeS3uC)PY_9SRx@^Ye%^pwD3uwghM`pfrI6(!0#Ss;cAju>arR{wwjiV`~BA
zjj)S-vBDO^nuhH5jTHJ??h<Vr?}mT)(NoX-@DY+OSABdy&HU_U@c20t`YIldEudD2
zI61M_aalG=Wj2Hah#Eftj}0=mhC+9|&0!2~kQ{z+^!yV@peSiSoX&8-+y%GZ8~klA
zI<F})Ty2oZ#>BtQG#TGC!6Q+_Sy;JEEHLiKy&C<ep$2%l$%cUE#~-xlS~St6FS<&k
zn6{}3rsysfEE-JzVn2_k6M)&dHt@-X^5z{}RcE-Fs~j?PNcUd#)=a~iidHO{CBb3b
zE_!~SR{}om!1VP-Y1aTe36jg%2G9ioP!ym5+O^{H4~3^Uqz~J|L1+&mNc%`d4{V2+
z{lkH_v6Z?k-i3$alk|>R{4;UUN_t`0;aN0gl1p?TfiPEa&U9TJ>w7E6eEJsz5J8Or
zxaxeMSOgzewUs<WqF;d<F}J_!g5ld-`d;$p3tJT3_d0?I1es1NRHo<#%{g~Pe~v3{
z4-C?rnOHDz0kNWOsvo}#q~2E=pU1ycfJ`E{qy$dz`TT=gg~m^Sk>Yz_yJO=_<GLb6
zERr2@Gry~_QyYq5+0Fr*;viI@ajpZpq^fBs%V1<oSuOjESlpVvD=gYF@sl>>*6H$&
z#RTSpmN%*O)3ve2yOhEX*sfW>Q^fByv#BZNJ3tsC_=>0R`{Mk*f|B-)!`!iEU-r5D
zi^@BbE(jtZ5#Ty6dnzDi+;5B#3^AIz{U+gzZ7b=7NuA_^@=ssKU$2^e_Qa`kt;l@0
z1d`Vf)F*EaxHyjHl?PMiDz#I_l|;w;%1hd!&i}6Ttq|z4LSk+kh5O6bC%RIDmB5A_
z-u_7DpS2dp=GM95N}8hQNDVgsDuIL)TXgHETr*;5Rsuie=;nC<cL&f(LM@U>BP)N^
zRaE>55W%?s&M0t85&DPR4W2mHTdd`3jr;i;k-=;<^N`nGt8{dce9e!=G&w%rsM2&f
zOgC1<!A)_jrC$-+r56NTO@KJWELW=(1~_wv{Ur6BQMzgXMM8O3BmfP@v2)P7x`N$m
z0SO2U|CukxU8vSStM^q@L??FJf?x+6Gw<oM^;Ql?Cnw~bl#(Lq1_II_%nPB(2wZK5
znHGOFlQ#40y;R4X`tY5olh1VcIq)_X&F43IsiP=fV=3Wr*~1OX9(pf;+5vc8m*)YQ
z%?Ysed+)*mh!O<o9jXE#`+&qmEJ4pP%?5My_vi}1UZ4Rnu3muJ3wwv10F(isTB`E8
zCQSQ)j)P*et*+P0&7%2S3Hmz<Qc*#lFBni#1m}g<NUMlp%k36_4)5Q*G0=4&UK+&w
zsYXQ^IrxsF&E{60`}&AO5ntAeR1ymJt3pbQENwc$PcK`z4|o{1z&0`jfZ*VPy^Fez
z1N3R<)9Eic0jmZ2cY^_-nt}zr_iW!IG|Yg*gYRmbE&LU*?(_g9UXAGlz6SlI{T#rX
zKy$$4rEhb54Q2;ovz*dm5@5rg0NhVbqzjk`K4k?6zX^8-do#<64~kk5oO6YWT4w$j
z8>!UUBpd`Y``K<E06qP|62<)3_;^U5)&VyAhQJTxwi8AL$x{n_|97_D{qlQll!@j$
zX9HyBRM!uI=jff>2h0knTkobEfWBb{08qY{>sdhkRraK!stTBRzUeU0I6Qs^UR_K7
zR#0qyZVBj>#7GYV?j>HrOKKz-VFh2Nzn$$?MYjuUflog6$Ces!B^7m~vUL+}&yYiO
zzGq=Ow9Bm^@msHwsLiau!MpC~^XES5!Al<=LZ<RWM0QaY=501K8hUmU^-bzaP0!Vy
z{?x1zebvuDa;eN00|HxdyMJ+Pi{x|u(}L`{+Xxu>-h2Ib_5!#sq3G9ux4Hi=x7eO4
zaPe!b78&Qg-**!4JFItP3Lqr`Cqu}4*97Q0Di_Jj5Z(bJ1+0I7TT9H+(o)FyPC`#l
zPb0b<@y<+<<2(p%k4HUwBjPsRIi$~U+Dw{JRQisA#|IMh$)0mUU|YyCdGy7Z<@NKj
z8l%HAtRGR^-IhYB7vGRP&hSFH^`%vwOO^!q_08;1j*z~>N5GC_3fHp{4)39dr+uEv
zzTQmbFbeK+Li~=ce``@6x33}(icO@naJk+yWoJY6m&xH}UaQWrIp)!^H3gYA(4YZ8
zLco(DITy?KdcW%i5Pk0>3Dvh$`|c~g_gBt4mJP)B`8}??0UO!{03=x<a3xU54+6uC
z{u_XzdH2Q)$C3_@BiZ1UuiFCOmKcCM>C-33zRg2xm~y&C@BiKP`$BVR917~uIm{mu
zfQt59m@s7n7QrIBLnl~fBWZcfgddyDo6e8F_J0Z0%X2T)zA$y8T$?rLo`nDG=A3FG
zl!h;G=F4a@50kD+j48ICfi}o7d+`tG0mxl1{X>SyH=c&GP?wazySo9hwy9@G$-E@g
z&oMneo+|M;Pl)=4!XMkw4Fy*2X?$vVFgue`7=+>nq>p`ANywYV)lTlJXX_1ee*FX6
zJnop*!1};)-3xAc%BlQQUaxX)0Ay(I%>FNJFhB;Uz<*FH#|Bm=Y6b>mN$|+zWH4ZO
z`TFx&OyPgGa%TaQ5a`gQ!IuGD=XZSGnv<YHt=uT5pn!tnGmZY`JKxXc${q7Bfnn2a
z(EbO<w1@fL5ZYJBmPyKLW}880LS6a<#OaKCwLhfGu5W3q-3Uuim=%#%V^`+l>U)6?
zdf*~&8v{D~{xztZF}bjR^2=0P9A5Ott2aB+*j>$fSu3pDl+dbm0%eOWSJVcZtf{T*
zkjflhQWRI%;Y}mSOrWt42og5SEAhazDG&C)rV-FMOxwY4SI!gO-g-G7x;}tp+^72H
z&Pa2NOBfe<RstV^^k_0^$j-ay>F?j{xnqFmxH^~+adBx{x&?d~$2`dZz8yo%Ut_(@
z`rh&LQ)a6N{*&*1E1>KN07u`KSJ2dzf$nxWP%{B$LSz-_49k#j7+k_~CP{0iR^z!E
z8+Xn_)bxoJIT)4@e$-3nkO7%P>QJmQB1>$5osts9-d=9IQn+U4E-}}yk9^JA{05J4
zWK!{DvrX4YXy<@)lLgA|p7$>@2?QT(%~7XqnB3QY+2-y$L*}UDjB)9iZrLHtrFVbA
z63maZPPHF67buQBi_rqH)_Y}vNy7QX&}DTu(2U=$pAx`a{1`mLum+msQFUE&fMx8w
zH+l!m-UTi|=ehq+DS&k60X2B4fHx0l3s{x=fE|B?1hG35D*rXw?df_1FufR<{(|{2
z`i^3?x`8*AaDJwrQo5N$BE#=4dG&JW+LlrKusze2E|nt9$!-aaJP+!eak~gZ&5OU5
z>Ab3dr2G}kM(N&mcQ##+j=<?xM~s_GB94Pl^$ezNSNK^}rCkGgJ@XAJ7+9X)m6d`I
zzyfW5F#fUqekbDnu4{Gq7Y=}{5psh7f{xC?4tk%G03`Aj5b+cN#*8z-RPf!2^RAB)
z5omG?#C1~y)6h1Htb^4%Xi96`g}ozp_DeMAL>L8JtaT8%cQx<S^J!FSjC$n0BBfw=
z|I%zqF)!RUv$*t7yqf1|Uj-qF^vY5zAf6>3fG?tN$>BOg`CT6Y-&2W2uvVv6OI{_g
zbI<@@l&KQfIhox0q-9PvI&fFb6lj(sJwJAnRs(N-2d+(%!)lyp#w5mW$&C*Qfrh^5
z<5;fXR?fJYQ5WHc`)WkZVFnTxq!a94QO}=DcSu4Ztbc*;FX}t&H_;=nba$rWfZOEU
zIF9!?RIAh2>y3`Xm;FkLpbJTeQmh%SF3nn;bhIH2p0P<T8;sSYwJ(ql(qfVM3k$a%
zA^K}ND?zAa9*1mCXN^L-$+kcDe)@}hG<3+8>WbeDjxE`h8%xCyy-7W<&Y@bTSEEmP
zbF8@j*egp~Ue&c698{9^2C%8f^*hak64sJZFaM<LJTyLB9ieq&$S|4gE~e#f!PhQ}
z?G=bYQ-?7TwZ2W5uLYyaAQtZ`1#{VQfm$A~n!+5d)j^%s#{zsDziG^Lq15lavRJSf
zeQ<gxk>cSx9`X%QmLo(inoP=Kd+c0Q>1t>OuI50VPkfjEl*L;s@P}6zoP{l<1Z8^(
z92WpS2!HLC{{!sd-q&^YY)I5Bp!MOQAZn0W@Iao&9i2J|C?`S>2DQP8skwM|+mx3m
z18;;(!V)D<YvyT%?Liq84gKTRMBj!FDedtDQ3igSIWCl(cB7(y#ECNi>Jm<yl|bH8
z@CN`W$C4#M>I1}a%t++oR%me&rpcGLKA$t)EG#2|@pLc5u}LzIKIxQ?bw#VoRw$F!
z*KRHX6k`<(g?)vGC##YxjRkG<eB5TihP=YpHBXq7#xl(9nSQ2M;U0+}Rx-WF=xD(~
z8SlyzK)f>u=rk0o_4qH!<3a^~;{t(w3$#GZ@H-4VO{Q6>m_L@b8t2R`lb%8xSUSes
z8|fLN-ByBX1OTk`_TWyH%qQL(#q_;7mjq}OL4_M`9{{8BdtjqJU1u_89~lA%nPx9?
z6%bj?Njz}m9fY^fu!ff^IhCS1$~xc)(5k&M{a&`BrDAA}(&CqEZdRm(dxu-N3=^^~
zSrj6^!yMzZy~rXYrlRL~*#rM+KLOiSLSs^Y3c6*sZAUB|#@&(X=Iy6v%q7<{jfF}4
zlA(PDLbr@UM%y?BZS^P(gb%0YR4~Lzovj9i4)ShkQz}X^XnLva-!z}gL+V^`Nr!T#
zWEH|V;d_G&CnkWzwEz1h09+svfL#__m8ZJxv^5qvnpr%3Pd?XltO|&Ue<2jmj$XL=
zjcuw7J2Z0oxaDQL7b738ez6dmq;D@F4c~rmw54**p8mxfsLy_{-4A?MTU`4No$$FX
z{S#gF7M0d0L9-pz*ZaO2`+6YMP@&g>57@ZMjR?MANqh_w$}c*tWQ=^+W3uM)B0h^c
zjke<9inY1IF@3-GQW$JX`-);4(coJ+fT6;t*fgd2C(5PgZcDZYM>OTOxJ!0zY)XL|
zJSu^=yPLKL-Cf{FP|a(P(;>pbO=if<7r_tsSKb8=?{a~2KBgxLf7u^~6qB`5xY42x
z6p96VP@Obj{E&Ew-E_NENc~NC5P0z#6Gv0O*W_fg?ljGdg}D*NzTdZ_uBS-0&bfT~
zc(q%ax<>5C!QOj>Q;0O1lL_kA4-A+FZ(A&2``sD&(&O>=Pd8Hc_va?U4Q|-;<(uw0
z-;g^#K|vTV_mFKUZRCS%(Ch2UEbuoaeTn9`hjM31Hca%4Y(MnKE`W}0Cch_64F7Ga
zMoUI0QTQwqMoM|5h2c8v<;_39+(@b2Da7Q0t5s7xcbCC7ca~cYHHG*uG8VpIF40wT
zG`4a@72|Kv2h1}EBbzZ|Xi&lT1sIV1haBAIEOTy+7XS~GwNUzS;}aNCQM9reZ5IjD
zV70FBHE*t4Q)%10A)i15halcg*vV6_&NnXCFK^ZK4$<?l2hdz)O<eYb96owvxh&5x
z?LhqK9N4J`8q<r$E-im|XjwUEDdny%UnSiD+w1wOfV%UWo>+bzy@Bf2hF~h-dEKU@
z&uE@Hf~U~okjm#8_6}qm8Fg-<f>kEEKPR2#)90rRLhL=IXj=uj1%`#tbfC1Vz2XLx
z>-DLsR*!NyHvK{R79|-ec7!#)+W7PkkRp-Z(Jc=Gsqnk1SsRZcyqvaW*b(02g$DN2
zOvwUJJPS}*RA@CK0Of-cHx^K&_mL718X{Tj{d7(HX&E4A*5^p^bha0?I^)nbjbtLJ
zc$Sz50X}f`+=A~0KqP~-1l_(C<Zj}gk3GioaQe5VLfXGaAN%@QsfA&}1CjOzQ%6~_
zAu#i=@9;wfREQ-y&p6hzOoU{9mxwZKOVu%9qfz>S@(TgCQ?1be0$_R(Zi+GlDzm&W
z6)?PMe3&s5b8C?kFlon2d|OK>n%eWiz?3gQP$+}vdePBzEX+`<d<@J0a4!+oD$&8b
zgL(W2QL;Koo<%6~CHDzUTUc+kO9H$~ciBr82`LbK_b+>LILP+~C;(27eHPmtOA00S
zKcfyj>fUzRH!sR3nZjEvt1(J#Y~oN4^|v=xa{mcr`3wDH=5=IWYI^;o2C)8+2D8JW
zhk0SLCnN80n6d2eSD3*8FD6H%^#?%w`rhbwIne-SU{F8VpW9l2ynoW4E0!(x_!^5I
zAVVDzd28G^7MLMvLak=;J?W71$%_<I+`zlTVT2wVjaT07VXP%V`6$*FFMC`mkWi$a
zX{_#D+&7ucf851}?*3hXYn~0ceZxaeoP#TK3*FYOC*(jJgA|))B5EZf*)Wlk8qva5
zSiEdLu<3?vnvYl3#OkD72XQRG{(N3KbX@84zG|Jb2(*q#dd5=AtLQZ|-)aW{cfE&x
zYJnig`}zzsLeZzbnkn)K74Eb@ScS?22Q>R-t%?bFB&aVKks(0HR<Sf+RG5(h)<T&2
z>=GE&t?4Qw{e*H8KA4U2(;5DzmU?+QiS9lm(sUFAF<(NE&8V=cWP}TWPzC@mgc#6E
z0qm2I<@06d9ba5eb%tRi@I+ZhGFueT2Y!m8XQ3og)(=d>a!!4~Sw!K}_+g$}x*|`z
zrZZF3`HBhkHAweCIF9n->7cWdy3+BN5ArU$Q6Oi<*f`h4WrSZB-@l=V(HY8b#+Txz
zztID0xbd#|n2zY=u~W#WkF@^kp`2Any)`$hbl15dN{Kf1*VtbH@1|fwJW<J5zAZ76
zBt=5WYXvrGc>lUaHB)?ria%xWRB)0GvgyiI$DuyDtK~WRWNX(}L}{@{gB+^ttQgxx
zz~pE2pXjjLV;Lvwc5v9|9D-7j+HO*iNryfm9~H|W%<C#qX3C&+AAMu<7Npj^Q}7m|
zzu(&vu%v~^<%d|cg#malB%19hcsJTUG5`)bUW%h7J-Jg6(>7gxa)6YnFvwu;P~7N%
zV67ItqEv0(M=6JZV^)EixjZu@Y`O)$u+K_n-Z>FTe2d6HCYR}C!~w&QEc7=ff^zF1
z+v8Ho!~H|<7@)L`$sAf8yEOu7!-0vVCLn7?8_7!Oje&7S&GOz1O<LN~kq6ncq-wod
zlZU{T|Kzm#PY%uzCzP0grjde|rQu1E0mwv(HPJXcARr&_IlXP)jS-x;k7CiIC+O|2
zH$6urmBS*mO0UXDv*OY;_wX7Q?E6I9E~P?(H05VvV)Cw8e{bd#6c*+Jos&9WQLH$g
zdDU489}l8%=m6EM@)KgxjXm<&>Q7-x;YEHu3MOZN(50ucMV)r-1F8I#whCsHI(^&v
zBs5c@k5NVmRLEXIH|=tik|I6Ee;zRv`_7T>-}O&GtmHqD6`(5g0`BZoP8)oDPU}#>
zrx9Wt87N0<ojp?C>eEqz+n|=FfNW`7MzN?ih70mrLqZeE>sByi3E9TXnii8WflXP9
zY5GK#=CvK0n(+MMG8tlDzbhJNtxJcclU%#hNRRxsK!DI`s!z&EGNT?59V&=4)hYOL
zjrp!C2Rvv7&-WMaiZEdBBmM5!dVAV@V+K^R_K^wGJ<*tAcsp8@6H%~@Ba<ZugQh8P
zTmp?`*;n<7GU<oXZK8oG8m#cr9B!H9e56O2{ZqkryH0%%%*$!*0>kV<1WAXZC7MS%
zX~_A44jw;AG6iJR^MuGcnJZd=$BIy^!5)WwY<wI`r0YHI2{<xY8}cL6-C%3>z8K7B
zT;4jt{*({-K-Cnu-!P%fkFF&0%~x^>18IDFzC<}M+l*#HvA}#a`A2hJlycm0v)%eH
zcezQ%Fo9Wxln<Bv-j-q4WI-dp&cy?xHNqE49X#^E*6a7^26T5b+CgPX23KCct|LuT
z>W6MU)M&%Kh~*Bv=vTLdoDLEzq@=+uEtggfUkXp~I_u;HxUVp3Ckl4^PM??A+!il6
ztG;s$#7AJE3j;G>2Catfo&dR3K>KC$4$(o{TmAt0{=z(9x1jZBnwnePt!A3;?Z#|m
zJ6C9wDkuSbwB##Jqjpw_YEMD>!!X)RqJt@kUuUn2DpbEu4{_;Met$I4@Pf`CfB1dT
z_BFj&R-ksWen-Tfn#Wg7y(>0eOS@?lF*28sRMdPspL)(?*72}y$MI3W-me`ul4xtO
z_$LVoqyRzba^d<^wvENm>$N+#gh|+Au&k3q%mc1wf`RJTD^g^2Dy$066}Qgg7&bU?
zJwWe-(V;EdytF7{Xh&<7XS}JCbe0c2EMWViJ#dG-yI4V6X=d3yo@X5)fPL<LBK^K3
ziwJbP1%9a;tatQ~=%3UcH630cYV(O&Y9SA1#}zkG><(GhG6UBVox~S}3Irx&`b$iQ
zrYhT29@NeIjS8&Qbw9j0p9LBS&BqS$O?{avD~1n+cX`?Aib*6A<bGqCPKn#-p?p|l
zRMAt|w0GmM#;`e}iY`}7n%B~K%Q~h#(=W{`_!cuIJDOIx!wSz87WO`9g++Ns3*Am?
zhx(g<X2Uz;xC97+w3@8LfF5s%NvuQ2xDUaXtm5Vz*_{*vxaXA>P2)niHFsOi)Ycsg
zl9&66BB4^JFG}vVpihEUaIH8D(7(DmlOvlJLCVPAIVkq#%ma005F4;j`sHS{R6V8L
zyrmJs$EK%;TwsfdYX=aCyV4w*sA@CMf_-sygr;yNV}kfPVXK(;JzdTXrCIT1dYn)|
zdwx0Qf3m%`8!dr68K27{&{4<**jGTmHGs^uCgdN5RGoN;?vK5fU`d8ERS_RpkCUYO
z@aJy^Yd~j`?N`NfV@LDFU%}uCu0uKM*zAa6=JS%RSAu?-hQt-_NS;ajle4L`^hG!c
zK|K{xOC7gGtJ2@6AAS4is{sea;?gS1GKo&FFO-`6k12ouMQI)&B?~Npq$CPt1~I?a
zitdfVl9-0kc4GJDN|1Jh7pJ~)%;mW1OAGo3NL?~AtITt26ab=pr4!6o2mQO$hY|&J
zke8^Dm4OVncGcUL!yZ39<6DLZ*0;ISO`K&tF>`Ntu1L^EH|jp7eKtj}qIqEVDP+vF
zI!+HlPb3iBF(wN$1O7qgnT&~J{IP;cbtiJ!HC(A}ah@taFWb;x4!{I`7emwy_}_%n
zB27xb*cB2DdEv?(a2!xT2&K<IoY+?_{@%Aak__H<mVGhrkGh|s=zQq($kPTJ;)xdq
zBgp1iCQ7j*@XCo##`LVxJD>Uk+e~hu^gRAleAbE>3<OI!9u6+0tJu%}Ev5yB^K$m`
zftWM&*mUV2?Cqja!|CtF=jc}{M5#{DP)pDc^`w$swrj#WV$OUk_-C$B>r){a=*pND
zwiuY}Z0&$09WYbH$7gPw1Fx_5vFz{Pd)pqHfOp<p0xx7(k1_7L<sx0f+VER5u`FRc
zQ=LI)tX08BC+dUsA{fEmsO$Z>qyt_@ih|*BrRy1VWYG!Piu<*ajs^|^$txGEUnc86
z*r$@G4hvQJEK5#vqXm6&CzC!eLtxU!M$4lK>YR48W1FJlAtbPC<}8Azl2miEW3IS!
z)V&q0w0wj_y?}t-MHP(Cs!el{7ju{hP<QVoq``;XiIKgKAyNj`8<QJ5Pp_q^zoZow
z_z0;vQ2-lFQ<~pvq8~PN(FMfWA^f}lVmPUv(e(#DOn&zb(d!Uzn)rk1qG)6CO1+$_
zgO3}s==3A^Hw4`j1bu9>k(gHe^ZecmuS+(ycn8kPAxmD%cHq*zCwi_Jkdt*iU9*oS
z&)xb+G^6B?mN^@Wa41a&F_LNctvf_bYiLlv%vGNmW<p6jCQ}R-R4i>H@U)!oJYvF8
z3Ctg1YKvOX-8hJ{>r5hI9>0kTPK-yM@!#TL<#Xtm(u^p`>6eJ=rce(YovUWNjtSz~
zTlh}=<12o%`-JyLx*wGtF&LUiSUR-pR1RC6mYu_tBD-~-l;!E3w)YS<f3h<KF>Az%
zTQDY)T&rd6vwkncehaC8(cD2h*P8%7!2sTT1Mc7%a=^=rmx6bvsUWC(`$m@m4s?tW
zIrqHXp5xqg!1Up&JUM|49Z+Fo!axz3mMRD+@G<?myEX}j72t=sQrfrWWn_f)K>qTR
zrGn!su=H_b%5d%jn~DOp+Z^z8H9pBnxKqff$g<JibyRnw^`Q*-0Q95&ufAhqY>L%6
zR!^?0OX$l(ur&o_IAJ&@W;%4A-}U}Z7RhjwTG6DCz4{8!!LnBUN!1deietk^#&`u$
z_C~}^JU~H-hv_BAIy34(!6CLRIYx}V=FfCI#EwZbr@t~Yzs6p@e?8&=H)=Nh5?N|t
zyTTP)Y<phZ!a`O9d^96rU;&7gv(dsNnhIiki~0oWSSI>o_o%&)9fYx~>Ss(ycShs?
zvE)F!*);!|u;!8B*B-^noHOOin9S8b=H;r~xTW}MQlJxe1g?JCKT*qhi6;5t*GM85
zyyJV>%ahI2saIf*X_g;;)t!;`vl6k^ZC+m^=Z9c$-7)sdG4r63CVR=+nbXt6$H_0@
z93%6i$f-^xQ`{5omL}5eNzz$M0RmIXcQ2gXYWrvEB9cOzqW*yyHTHuC@DQf-M``xb
zli5hi4{l$(g^zvbxbQ0>33spk3WN;(PzGos?TQWJ&Q75(^`Ha@!YZ&17r%GlcZv-2
zI-jC^LVyewb;>V6kr#z>{g=O8<Sg)H^LR~j{Y3zlqqCK!Vz=eEUqviq`Ckf`C!E3$
zy!%tV=l=DWRvGkHD{nR^vzyAsBd=>GkdX0qU_}RPo4Sta{H2IVb8_YDP#$^rew*j>
z9pDYb0PHlqLXMR%J9V*pip4m635iGNfAeaxd<mFJF*@GvYO<*CB_jgLENmz1mO*}w
zr0_|?v2qfgSwYkerYTh88~VXJrYR78n=otwz1YhykrAOpb=JjsF1B}9KYRH}c@Hc|
zrFE*l&o=NL^;b}?vHwH-p@I-#;(sOL2)l`Ow?d5k$4i{7JoKKFGBD%)te%N<4iQI3
z*7scg&2iF^A_oqm4qUJyv*X_IIm+~>MrD2`)l!$-#0j*NdgZ7fvM2w$%VYQ9*Vv;6
zOb9lw5dRc5IoW01TPpkVf9~_fV5;4O;aexpq*xzc!v&-d*WeH4D??MYA~H~Pv6wyR
zGN%6w(EX(ZbGHRGDBPg%)uzp854`R>(kAdpK66c|u_yJGN_qGCFeRV!Cq4ZM)r(Bi
zG7yyvdyE8|&j6Y$c6eYe*8{jpW(uWok%)M(ishf8xw(PB!@DW?Jy3y;U+Pof&RBqo
zLYFotO!LD{LUa{6W=lmYPD5_scUhlhIzdLcy}pa7<#`cl*r(kEz;?8Q%Rt?XoQt|S
z6{rRZbjp9sOtQWuOqe;|I};gZC6M&_o2|^D%>D<>c9=dXRn%KN6EF+D$8z2e6?zxE
z15=YY;2;qoDPexv=Ro*Aaeg1Jiy@L&(B=ny@`msvCj5)5P2Gh9u&Kt69#vuFJxURG
zR&k#huV@#iiNxZRc}1=em-(w7F}>YNySH#`^WKI_F!P0Rb4AtEKFPSpHIx}WVcvTe
zMgLB%FMx~!d|Ol84LRiXQe9utZWN^mr@5vs_Y^W?11C8#K){IkJtMO>k}$xTY{CKv
zwJUVn)SS9f^gQ5!0NB90Lr?JSdG_$jJ3{jrJ`6Y^2m<t<!EJ8k(m#Q0mHci8l-jH~
zneQlV4Bro%SNDc$B}HhU8TY!_(lzk@a{Qq7$w+gMQ^_J&>|gnCG%`m|kJz?eMf)fj
zGvp+ML9Y3eZH)`3y7*3-4$Jrl2|13h9X*-%=ciUv%4GBx+kZ{pmUMw(n|oF{VS9g{
zeE8MtJO&AExpiF~Y2D`cawrugQb|FwGV9Jm)w>Jsp1U!LV_@>HAv5!fv_Vx(tvj=S
z`1XP_(TQc7LdPj2ZdVMj#naP64LOvk%j-c_0>bO1Myr$~0U(^v3$&Nxa&oGV3EvNh
z`k#qznFob(O(vi_Va(z7K?0<+AV0l$ra<6$ffE5AQi?;mdU!kr&1&}^%xIePOt)82
zKf!+vgKN#Ms0gF`U6sYh(x<(pAO2`4gH*`2zbtaJh@xQ~5&Uh$r?u!(*g*>8*H^*H
zSiF+SwdP1P9v?%r8+OcN7Op!veq7vlzv$G?d_r_vco;?5cdpv;%TQhUhXM=4AWV#t
z;xnG;Dlpg*8a96qboCl4i6gqCJQHK?dUiUH#Ngt|&i@7aNd~Xl>)Xpu_^65Iwyg_0
z*i%n{X{S5Y8@C4NPm{pP;UT(HU85hh<hSeiS|*eraEZ6rZ$sL4y|{P*c;E2k?IF_9
zcOcf4%5D)4)>BgQ2Na9%To~YL5x8ZK{_p9p<$MKv;+NH<#qtn=zF-JY_$3Ku*AkEG
ziJuyO72JsXlrA;w>qSLO`+;TmXM%J*h(4V|d8h^KDs-wE;33UD{PbW)w{po0`sEoT
zJ$)qn@z<qwE&aQnG1q>KVu16mk;kiw@Y!@q-O^MX-yWw#lb7Iw(Yc4M4)`PWO-0C#
z-DzhIEZ`ZA_zW?t8<NhDEvCQd>+~w)Kn%7V{<QSbYPi}-Du`&Q$hujpa<bM&(e{HM
zpphYE5F<m9d_?~E<8y3$;nJbZYr@VM%g;OSvzF+?v0C?TKZxOq*`>o*zbkxoTbFFG
zrVGp~zb)uIy8Q`TUFT=w5BXD?JAQ^j<EPs{_9H_7STKX(7uU7{3W&6<SJuUaQ-%@~
zFl~ST2OL#XqTkh-_XY%+9R5s`0+uBmYbV}=^a<0GjSd1_-5+t*|7%$M*)?JSqX}O7
zh<hBa-Ho{PG1(BU?kc05eE_HY@UAZYiVCu#zjI2+2YJi}rT8TWf<Bo-V;nnus8)mC
zKt+IPedy_IR3w#b+2_`u&i#{B^u+Oq2eApUjN}mBq}gZ13+Ijkxi%b3M6j2Put!$;
z9FeDH@{K#n;E+p17=%ibl(((SmP0`a0`9ybS9r@sk|f)gFH(!n%o!7TG3ynI>k9QQ
z!Fe%Vn}{H5xI-ghxspQ^@}clD*Mk2U2iHa&y3=bnA$dPii&y|9a>RQK6F8M^rwa&h
zp}eCZfN0p!(UI(nmux|t!tY@k3;sj}acLq3`Xnw%y&sV|?E4NOzlacCmsk3XO1O<#
z18#6{kBsZ*$45`@2lnN<7#dr-YW?O8gITeLI9c_pnS)4q*~$E#ADEs-A1n7W>0Zp)
zeh#h8ch<vx=sZ)5P@@Llu|P@j(<a3u`*}?NtdsYjh=cM2s8?CwZSnsY`2HW%=zVA^
zlOsU%9!*-R&9{C7ay}r128oE}HccdYftc5-LuDL>&uN;%9~qp_f1tNY5l~=PCm3Dn
z5^~2MA9w?oDf9mGPz|NV_z}A3=}vN^Qf1zQ0v{ifpUKA*<w7&aWMVFyxZn~t>p2pu
zUR)*M%V66ytj^clKY2zu2?P>M8mfC60w7NZ&}9lF@SaMoSSk|Frur(8+RWcW_6?p&
zF$Y@W|Hmg;R>o=U0S%ee$y)Gl`Uk%FG(`&hEHu*rYt5lC7Ols;*)Ple$nnRTdNg;L
zW*^1L0yXRviEgY*Psue@FD<y;Ak>n74p1zvfn}p2wQlF|gwhWw)u5Ss;mOf$dy|CZ
zq(AJ+ms8zO8=dee2Fh_HtvJ|CM5VVZ5-ju!TUlPJ7V01{!TAXCc)?rQmRV!bB!!CV
zf+7BIj_GO56>x0lk|_A4YQiw28N2mAS1xgGoojc89sj(nANHr>p-miEfjWcLAVaEy
zP@9ZaRXP#dxg>dLW4_kUwxPt4G|@RA$1L}ZPwZ{M@Yaw)s>6%XGK*Zc;4v{~&xxcD
z(~nG_groZRF=jc~DR6sWblGsdoVZqHXuGW_tGZnSap7d>8YQdUr6!kgGOXM}CTaY+
zN-TUH(!8br@A!+8^*=82({ISRHxSkW_pl0f6~(!GP%w7BG7H5MRd;@L5(>#@Pyw&$
zqzBCf#fecQ$RL3(#RZB$1tOa=>bW&F(|KG~9HzN4U?bjT`5@ZF(B_o`9@kLv+oPWv
z^dPR^N6)Qt%JnfDxM-m*ep6Z>?JGMp`xcE)<R}_TDUYe*gNyD%Tc`DK*1sG#;?}D<
zl_P-j__M+T^TyXx(plMi2!7s$tJBMtk#MELdaYGxX0G6S!qKaegr&r;-b%o9T7UI}
zoomFHR?*V<04fBmdiZg&D-ZcRBNM&$;R%evRdMU2R6i<U>_j7P5f`CZ>pp#e@<{F?
z0R-};A3+9ol@PhS@<<9sRh2Ca>!(sHR0XCVmKlB$?}Dsg?2mE5v$s&4hmS^OFDPck
z#~Uyn8;Dhhq7H(cy`{S4e-)VC46A4n9=QSo5dUTyl|FOS=W)j$jg3g_-)@dDs;kp)
zI`Cb8czB|lkR7OCqxbN1M4kVanG!Q<ky`||HcG_*xP1a4rmZypMU3Fnl#kBxnT5d)
ztqNr+-;~s72^E*bV@KJ_<Rj|<v0i@1#6(rj%N^+saC)e4sOv{4{Xiw~w(bzm=wi>*
z32@ZuX@#^dRk&VUr~TGg$gqv?TZr9JSR(!_&iM(;r*e3o!?s<;r+{ILv+#cDF__>E
zn1eEPL(I$s@}VyiP^RK9tw~zP!GBT$Q@_hIqH<QsVZkbSZ^vi)ce|S(PAT0li4I%0
zdz8$|>@S=ze=N5YoV3!5f1I8Brr62INqlMk6+s8u!m7B`N|8G(hcrQvq+}C*l~<7J
zxIXRguNzDds3{${wCU-ZZPp>mCNY<L`_ndMAYL3fRF0TVWcJd-xuZdrJKLwQY^j=7
znn=_T30DVc6#8+>!mf$oD&)90>p|^im!!sedU7=y7v4|ln#jIHQL(e;#!1f`8qOYa
zKi1HBJIj1LpBnx!vRlCIKdk5eetkA{tG<wW(pG_bm6ZsmFmrx=jik7Fib;W!t2idU
z!TIJU_-dquk3Yz}oPtG!c~x6q=<|ejA!a=}=MX*>-WonhN}oC6u6HDL3inA7EJYt;
zq~Dv)s}GHeGlH{Eaeu(Dj%8!JrW&*^0Beek&4<<&CkdpM#D`M<xH*2ZnEK!nBCAGH
z>i%zU8dcPU*b%Xv^6o01w9To#$-b|I&$CXFCK(#)#>a1M&%|*(f5Sch8N0}YLx9mM
zz3|#=>!P4ViXF(yenSd$ene<t5C4SY{GH|MfN@fs^D76JKp+R(F^(->Ol&cxqSJ1;
zo}%J2=$tJ~9KF<D1iLps0MK(i{$5+!a|)ct@~E#}L7!F56vm=Ucb>Pix62{;Yxh?{
zUo%3!bv=vctCj8U_jCeR7TSjnEyFv0CQFL}4U(3u>+wb{$dB)iSxjL!BKZ8Zz`5L|
z&nkeE|GHxsn`r-$3?XKP*W-Q^oSAfjp+Ir)rNfP#D|6}!&f2=jLY`BZ+O5H%nE2cz
zxz01l=U9r>EO7_H1hT8)yO|V@uPIHT{qA3VCSCV4=`nh+>^J|#%)To~pH)S_*@0}p
zRqE-(N*&5exMK3Tf!lGiYlLRzK+1nyDR-dz0|sDBGkUcDE80U@q&a#>v4?>-o8YYu
zp|+mnfXFqO5|e!Xv79pJU^%|}2#?4(Z`Wb=H`7`mt%yTVlt}pegDX>I1NoR$+p_BK
zZX{x~2IU7SkskMr1PW9Id2S7IO^@oZG<Xy5&W#^P^4|5xBPG3zDcF;h5I2+bI^+X)
zLjkfPc-KiuPyG*$?9erDGBk7RaS)t=wveLMLOE`v{R&MpXr|OIR<_@hT-N>NQh&Ee
zAd~b)Jw+(O2{~<ZO1DtCiW!OGYH_}qC&baa(*WHAT5#5V2XqK6Y)Gl#YXG+A<W~PO
z;-$C0n?N%Wo$%=<Rqgilmj+J<7QGkel;h`b+oRUWYt4McrMmIr>{$%;BOLs+R~gsT
zrU{R*^L4tDy~9eF$*Z|b+GvYE_FQKQ)WRQONZ@(tbc?z-U9ik=N$XX1&@<SaGkXbA
zOYYGuRSE>SY}cYa!qm8DfgiLLr3a2HlTK^z1p4N>bmDkH!6t@BiAsr8S`6Ct5yEbE
zO1tadKs!eWv)u$~q_v9wX}pd20g_#nrz;02M(BJy{Kf6ysHuk6ZNRL2fDHZxhufyU
zT(qRwp*_VupRk-gw3lHGJ4toq5xoC-xpwU;p*eX*UhRTCNeDvDz~Hhr$1}3?`Fxaa
z9>AI}5GVXe`_)tH{DIFYx-EV=p!XMlwDc+rd#A)CdBwFA%j{bwr#GM*u>?bl-0gLG
zOwr8yXj%-)>cxE}TT{S)DEXAG0kw62x|j#<wea`weejW|vim0icK{JWQ7Kxe`{JfF
zfqV!E<4m@_QVXBqxoksrkYN!WPJqx?%=nDfbxYi4dFOMIj)Zc<`D?ao%E-uGAL<km
zio{fsl`Yi{YC5z?DDaa~dmFCdBaY-a-T0U_=}F)b;^f1Z=e5u@e_=LXKzOd5Ep@?x
zWFAwwn6xr;;_lj-tE+_!)lHE1|7;a0QGhaVjGEQwtA3(>Ep;0njo`dJzJt(K=4Vjr
z!OqntpB<v+ZC^@hvA@B_EakY$OzT7A2-y3yPTnqWJyzDA#s>F)JGxugJ|_n#w@kgj
zbDd@y{l$N91(`uAcv9;^hn9$#mZHTw8ibv8b~MRD1Ao$WVb=IaBrCDc-J!9aBA@7v
zXkA3QhoWQ?6SPNuA_JJt$}G8`e;Q4de+F{$2JC8>q1*api^ou^^TOwC$`x=U8cpPc
zyI|FaX>-n_e8Mx0%^oftU!C<GBOxV(N!~h1CdjE>v*Y?d!^DuFy(?Tp2v_L%Th(0R
za(bd27it(kyVpDY_AQ0#w>jql-EJkbg>4GMU*kVZ7IRU5GGzJLHcP?oX#Q}{woHpj
zu~CPxFDf)wX~7lLG}}V$EH@Lp)7j7JM}5s^+V{@xzn@f`tvezC3AvQr9#?(T_6vZ=
z@d9Mq6S8n4dKZxwStu{?6>bb*OvG>Xi5bemTf)lpc||RyUFSdod&|{d<#(*ZLf^>F
zWKXNANDYJ^r#gXvi)hK}<b&YDswnb2?e*qbkmq>U7KRI|UZa;kR<2SfztBWkM}ZKQ
zHRu;z8%edMfcQepF1EKie3oGn92XP!#tfgWQc`hduk1L<D2gE8C;b#SsKfD_{(b3D
zwa_v0a6u8OTQp)$-?QbZ%Kgh$ef7C`Ts*Z;G=AlSAz-N)%DG_(5QRQ>-V)`2R>54u
z`@;}uxN}*iiKlww-#M8i_BCrPi%z7hWqFi0fcRq+zSKqd+@Wb(X_jS<5MlUDP5zCy
z(1fYs7nf;@MNl>moD7Ocl7%pCSue6*Yh>{+y0iThT=Ry+^{P#Xrv3bg9{lmA0)oXW
zaA6Pil4gvc)+~JtbJ7U*h)au~iXuQ>#NYpuyHjK!1S!?oTQ2ELOx#pw1e2<=eYfFM
zPIvkmA9Sy{`ocZPnRp}JuoZEH0?%c*Q=>qF`wPA4k5~|cWLw*>>lO!a1Fk7a5alkq
zJC9pbXbdwvm&xCWUdOfAI4#7QA~AqR!a2)iFlw7i+(|mnhhy#vUsv1jN{D#m=yR0^
z=i`=FaCFG1DD7DlMt<kRu(@I()n<E(J~2;=VsDN**}y~0CWxVxibK4^Tle3yAVsu+
z*$nefOxA;yt3d7f&xaD_RZY%ZFaGAw8}r9$H;o#9VH5;P#gGBV$^Ft=R{P*UeE|LD
zOIMkK`xW#JGr}?lO-y>(xG=o&$^E-bECNeiYqy?oz+AOBKEfnCy@nt#X?y#uP&b?K
z9dbXHZSo-rUD=cwT&}MiR1`(JO_}>^nMVf6LLZd|$2(<Fp+}ZOg)p21T*m-X7yk_<
zOgmljunGEk&@yvjMCOar3#;`RRHwur_ibYzhs-b;fzFnVz{-CP@|2DaX2^}u6PRP5
z&{HDY{<}-uD5B>mFp^H1$Z}r$tiei;7p&;zg#gc~uI5UuMJwaQert3x-VCw%bT$Ta
zj7v_<!KG<2$#-Z<S<B9)q?~9<RtE}1Gvh8jv%)Sf#0}-{T}8q+2$Tbc-x&cR^Cwlh
zhh+nUHL<}d(%up69Av+{VgIrXq|2D=C~IcU67XyGLVrd3On4C>X^*?$yx(w%18_bG
z3e&~rcv8~8sd({Gb&_|bb`Bq$(i!9q1(f}Rxau$<MCs5qKQ(h$*oGR+uxfwXOe@^i
zn^6KJ^VUs&(h57*=^eCifsm}!BthE4M2bDRtbXp<gV7H-uHRo89gtHF#yKcs?8!r@
z{`-fm_=Bkpv`DEHX)-P9z=->w)xL6<GGxvFZh-n_$nsawIbjNU`vb#vN&@$<iVY{F
zP8Ol<gVm@I$Q356JrV|t6fs%aF=1N9;R&0|hkyQ}e<^NqW{&C1E)^-12~&P#+h<hk
zzC}3iwZEK1eov(`B2KR~_8U*^t_&b#`t=Kp<j1EqN>&M(DO6+VNX?n%ERzbvl>`8l
zz%~UwM8X|EfkDsU%~Mj?BiTSNvc!N%i{>|7@Wo{6$+SK7fwK=1t4Fr#$QQAzMs;L?
z9_@V5^o&4%(_`k}pT@dg@PrgdL#y{r`!|O&-Pxf=L=9cAM~y#1+<CPM7%D|bH*#pr
zAbU_reQbpy^U#5_!Has5)0&&%<q(l-d5yKDnRzz<xRRUwec}sBFvr*d3jl;q<Jg|W
z=WL^0^Xq#wRMcH9|0{8{r|pe;_WEfWL1~1UUfCBab|`{3C(?MU+iviX<CLa|zy&&=
z>FGh!v%$IlViZ(~sHlGaUBPBFQwbZXp3d8hOjRVNi7FLgQgkQ3aJg-*R!hfcuuh?g
zVRz}$Z*o44A8*<x_ZQLeMGF8u<0U8I4*tO1TD$n5<#;*Xb!q_HE&Xfe3u+x8njmgn
z;w1ko*f{MpuM6^v*vcd+Xt4)%t9WTFK7;|f(hM}m=u&u4$+t-t&bixf7)i?-&RvM5
zvXBDBz;RH+TM+~M4UzbDK5CvUJ4B~<DM?XDV%*(}DIB^g*>?9!#gB5THqH81O<?Ov
zZsU8f=*>^55%%_}FQnwZoSbb-m{|1n5+nxpZM?4hCii8p>MFCbEBW4c1WZG;x7A~w
z+2q>abRAlVuHmgKnl;O=7)Awn$Q1tJ$|qJX>Oa}(9#ZXm01CBXXi6f`xqJ>+CNd=(
zOp#B(WD?2tvK*bCM3d23e?B$N-a#3ylZWJ_FKb&4I5X66%;fVSwoPW=PjX@Yq>aIv
z`Qr+6%xr#mWz?y?@i^J+^RMw@U1w_%x4fW|`>j6(rgfdAZM%NHVPmdK*=pAM1J383
zk#<(=4BAuinc8z}sWPk#W$U>_!!>QUNjt1V9t~7avAeGHervgIz~R4J!EdyWSa6y?
zF>L1DAe~<Nb9Q@{c-~Mr_{2lXKyW>TG)ZR=Cer`_3~vXYMnNQeG_8l{WO6qDg^s!L
zM;0Hi`kb#CPN;slOc(>bDETI_wrCU>@iD{cYaq|rIZi<|daIP(LiZgbLUT#?7Oiqt
zz-L}rmt)bF1ge@aG08|>s!CN6yHa5ErSG{HbCXOJeD{%QlFW>77LQ6F&-M;>QNs<r
z4oqT03W%0H0x?>tBu$+1vtc^O7<D0&NAfxfrGGEeGi4pTwFv&9KAC|PA@zV3A_<-;
zSxuQ<B63Mh+aiLvS-QaNr^<lC)CyvouR)xAn!xzeajZM|^+SDs;MJw<y2&abGbwMM
z?+Y&ws*gLYaj>w(vpdxJ_eD0=+-imEJoS=WFUP)5GJ8JxW^Tg6Lr{b;-iZ}r;epHu
z^Sv79WnWf@nea%H8bvz*^?glJ5&RqMx+J1Rs3QN(74QP&8mUy9g7`>8gJ&MTevgO3
zNu6-)fI?MU#8q?*SDz~u1z&JujZG+Z4pL#u6+q^0Xn843#Ha<PZx~DUbu}tUqg?>{
z5z_vwfPuw`ctbp~-vVMR9Uzv={Zwju6oTL5J%~geO0CB)brf*E;4`jD46@g0UbEDR
z-~HL&Fjb@q->#Z%GArF}#nW@~9s>!!?rO6ArB46LSNh#&KK1Gvfs0A+_~Hv|&<S}$
zD6}LPp42vnz?bQp-Dc_z$Vt~t8QFy3gjW@665Wf|gFih3|0{(y1ssj-zaX^>b>9>I
z!XH)YeY7(RsU4>d!EqTT4b0jJ`^ZY$gO!!HIJRETjN*Mz)(doNl2-sb(CqJeYlyru
zcbD1->3j+-H1EHlcI98Dk;M7qvNHiqth_6A!6Kh7SuEOsuRtco3i(OkD_#)C2%<dx
zhW_DuBu{PsxY$L!E>G40sT>dzF*#Fn+9t<8t_`oeME3{nxi(Z46Z?>aM$cneLl~14
zl|-NQ)oi2NKDSeMP!`2{vryC=46betFmgjnvT<t&ldb(JVMqd2hfw;+W9TWU)NW;<
z0-kp)F&D?WNm4mqSj%ivIMs|p;KGQ@E2&VLm57>oyhjvjGT><7Z+&qM4GaPnB!|mk
zz3;hLpzib+C@c?I^L&{x<eanV8Dovx1t`soWG7uRg{B*c?<^)et?NkxTLM=x<|El~
zkN4sI22kkYYo^mejnOts`LDbXtcThOQeS{`tL{;uxu`~hGAIilCZQ*zZ`T+PEi@8j
z6bMYUVl+v-D_AIjygul+Y^(rRpqyh4)T`U)m3(F>;AY7KcPCut$X+J!Hw*|ZTf!(q
za7TWQ)e^je*KvQ9*3@=y<vZ*n6}aDXsTF>_yOb%meR^e{^)NZy!yn}o{PWF2gN^;8
z9(-@5BD{)ILSOa`kVcn@H>Y7@7$Pa^G~cLgHp2ai@i+mGG)|*g_fL2E!(>pG0M=@S
zs#(p@irm84MS^@8$_Ux;VXLvs2T*tJwJpA2FYHHT)r^#jb=B1{5H}b@;|;yW2u1<S
zw30uA41DO`L`Bpb9++L4C#X;PKhGw~H(^_&<C+}?Gs7k9yG9mbE}iX*e0(*5l$uj;
z^hc)W`P+{t7>S?h+>|l8Yr4s`Rc|k&<m>0aI$KAJKO?G`y>#+CSX#EN$7?qIO)9e&
zPwKPmU>5e~^q`IubRf;tt~T-4i#JFs8SP(uArd5{jf_6>nL6Dvq1Bz&IwOsDoI=3x
zA^NNtjhEk0qfj<NUv=}y)X4T0NB4k-1mI;lZc{BuBBlrfKp<>?X#<{yZ+tF5H}5%C
z0D-PW&Syw3jTTpuwmK(b|K?2eu9oe`n@{8e4ER*{m#y~vgdK0y5W#JRO7qLifnc5U
z-Py_rtR4(i?w5|)dL8R_Tm6Plx?Z8oW?Vy9Lx3cV!dLIDw9zl_Y`55V(g^HbTOWnU
zxO2$5s_iyL7l)(G2Ah)UOF|HT2Ft_@Pd-9y$Ab~H`X<h$_KNNBr>W6=<~h$V`tL0L
zd_~R`$=Cbs!ZzFP+AH+{243Woml(?&XD{As=d{8l(1g<Ii=4?1@%m9{@ai>UcFJ5@
zUxFw0lZFP)=0(bO+bEE5m7P`oS@6T4d)5FV(i4p8X94o#do|j-!2JM<r>7j>trF(X
z?E81HsUmBEWZb()@VNDp%dSr;p>8}NaqgOa*<)<dd%DhvB&%ypto*A07cM!`nLXE*
z!`NcoZI`7^5Jt6@kC|f?q}*!}uZUx#$fI6ZzK(v_WoHDBTK%Dt<(C%szHjAl1e4DB
z?IVwR6jKrx1A!aE_RDjc;-LF}IOp-wtlV@xUHK|}hHFu2^guy+N}P%MS+63Tt)6gG
z1x}&*L|!Us@v_;#JwM-i+A&rQdsn8ZRyov%?-B5CTxAjW<7v7OXsYp#ib!L5svSt}
zp4#$VLu>>kJ=m6WdTs$c+#FJ+q{As<{U|_x8O}oYV@GeLCcX#Wce1W$T;SaAU_Mz7
zxk?rKbhpxC(y#F<&NgbWC`sCjydTQZuMrBMa$zfV7(vsYi;ITnu?r50T*o}X`|*St
zl{}WB5Pw!#2|BdrAVHC*rJG1j-pzw0S%1e>##tfVqWfNF3$ri4*(BuyZ*0R*7w8!D
zlu3{Jr!jd#Z#ZF-ae1TWsHC5OWgLC^ubR$69p}ozmLi+#rZgv;=4GSF68&f2k7k8s
z^0t&Ch&gwv<BZt`8hZtROO1z8jp5p703(ptt0=%gHqVr5I`QrF8Xcz`x_V>j<9f#Y
zOvhQKLyEx+e}}_i;R?#-7;zV23VV6jn-n`gCTtT<3K0q{w^VJTW80NT)M990JVs=&
zDpStpJR&fAgK;Sd>T8qz{nK&=BWpr}DRgXTS8^ICi$sBl`xn>iZts8Y>n3PC9M=@T
z5K^{Cv%a^8qT7PtA}<#>(f|ps(TALm)tU(<%jl5Q>0=lEf9{N2h=!{A==Uk-Eyb&G
z8oiTw!6kA$o#{)sFIpZl>mocJgg=Q;GR7r7uO=Zelh6B-%5}MS3wIY**43U|K#V$-
z!*f+#1d@F;C#$>lD^7fVr~|yLF;GDC8om6xfFm9f^kT$FJg7G+JWF1o#hKx&x$Tc)
zA1XK^bIP(0)9rFFCsljyruH=i^jvm_Zi-IEE*be`TWqGBo(+8|&z@n{Yp1Mm&X)I5
z0T7{-E#?ZmvZdQNK^agit04()>6B97Fft_qCNl-F;g2E&E-6a>N%UgW>d{4;INgU!
zX6U%k7$7pJ5TBk{&{AnDju1|(!;#hvOR<)!>lC7m*vqnwYg<5q`d@{ebyQVRwC)ex
zEg;=U3DO-(BPbvtT~gB0jdYiEBPHFP(vs5M-6dUboqOMS@7_1=7|*}NbJ*^^V$Qkt
z`quZOKW$K4ORko%s>P&YPC?;3FkyIRJ+>U%w9koD5hwhJV+?&Dsh=@?O*gN_?=`bO
zqS1J+*}n};l}7un9@*@xj>=0gz#-p_Z2m`t)Psm%j&)~IKprJ2!XBM$;Wx_9^2j;W
zJuP+I0m>Kw+0ptB(zr&6mYj`*59F_2UfA*3j>dey6Q$#dWNHDsK-yMqYjpb0CrYHz
zUWV@)Tu)lB{{kOW0Cdh#FW3Ftu1j}N5(agSNYrs6f?Bx(IHVzPniaY4<B<0oS^sum
zw31cD^zTZ(`VZ}N)Ee2DdBQsX7NM$Vno>=Sc}Ot62P%o<!un6d+McN)(G1DZQpM}a
z^b``;7+tDAE^5|YGRo=>##mW|&4bm$>8%STrIp|C!ULz?IBv>5`QHuD`sGu;H=yMb
z6=Kj*XtPDWIdtnFzmM!uBD98D)&lst0dOA#7+Fqme8Ly_B&>sz^hJ+};5>_#O)EaI
zFhrUz(+T_Ex`DnZim20mzn~*wrMi(hakj+@7Pyg1(`^-hf0qvHYY!?lbXN>W^y@VB
ze-~Sng<&xn4(BemMz(#_$ZV|Pe-O%2U}~B%EdyJ)<U)_qdUfRvaf1x&iTWqkIXre7
z2;zMa)YV$atJn`D&E{ts^*{J}26IfDK9j144#wCr5Hvmtt_~1>=jrmPoAEsn(H#qL
zyv0ps(3JbLqE}QeDARB@SfWu4C4Poeh>`<)us+~p5Dbu&03Kad^tkf;^dATR!6|P^
zsPY@w-uV2-PB%*@4Hk^<zJ_!X7jp~4Vt2u|6wmSTMw%7V7?oSjB-frB^PAe)TefCZ
z=#!vG|Inn#Q5DU)mN2c9{;_D;^YTr|EE#zwNxiMTLLzC){>z9u)y$vXEB&Su33Rka
zj!~8iy7@!{O)mbZ?EwMevL@oIRej&J+9B4rnT8_>LMTGRxsB{%hxf~X!BRPA2~|EL
zVw~rWn`jV#gV&t^W8_Gd)6zl;EDHe06?NtfO<>9`-HQfpUXSPy*c^l%V2LGxG_X6k
z1&_n0Yr;%}z(q!i^g}Sq$8KxTfau|NQmn<r%3X+CrFB`E&w#FthrT=tJ%c^_WAWX3
z6Mv}e!=$Ys-w%xe2u$vqU@oQBK~yxf-*%+HxwhEsV5&F>G@1D!-45W4N&(9!W7ya@
z02f!0_0RxZO9-C=nX<h!gDu5qzg^x6PJBFm)Ai-k(`jv{mi;GHRs8c6QWU0QrWh2{
z0K@M)tE;3VLcF>ZSZ6m2hRI^brk#HOh_>M0+L7fg3?2;}X~wC$$iq76LbUIvMk`jY
zbR%F+D;Bzp49CVBZPUbgy!Hx^Mw2?;`@V9KILT0ME?5%hWQQGKW&#H+R`>;V|K7Q)
zt0wr>etpL1;&y(?uWK3d7ts}PrYeEs5){e`qyR;pQ2Pj=-eR0jWYq};yvB-fW;V8u
z&MP>vTL6(uN%#6wb$Kc-iEXpGmbG=6$@8Gjr(r#d8A|gVswJZ^{6pg%TfDUSl%6ne
z1PE<mQl5tn9JOuu;;28;UiC1)W$68<rq-d6gSL^r_m;Ln)GUuj&V2Gucsl{1IK)Tq
z6Q1aqiz$zGR^frSG=h%y0rRsq!u!}~556@Cx6)!JIlF3$+W^=0pWfo*sLf}W*96KI
z7M7RTP^Ay><6Qwt9{^Sdt{e;u4AHfOFJ5E;NHeiJe=@&4y{_k_>H{#Q-Cb;~HfaYo
zm`1=lXWdO!He}a7EqPBb`i<}ZaeXKe&0ZuJHOv%g{aaD#B<BE0YClFc**fYu(j8p^
zRt;R&j7#f>i#hJjT;>ZpD-DLh6VlhP?rB~;U=;WP-Y|vM4%6Lj6QaKzY*Qu*R;;Pu
zoT2h^X6z9QJo>n6`o%Q`(v@IhkhUYYKFX+c3X|4kYB`Zp?P8|n_^4s+PmB7p4yB#D
ztheIP2{_+(S@9>2_tr0VAc@&N@5`eMx>zFzW({#8+OP8-?<jNLz8_xd<aTa&&E^Jh
zXGXP}fHRK;6{^rkN5VtK_-_E1esb}oc1E`gii3w9onH_0TnPsDGcwAuzl<wCck&n@
zxmgApcpR&1Tlckl&uuw~{8LuBogY2&7_9njd=^1qjV6MnM%u2)QRwnubtcA_8Ncs~
zkTz=3@55`GE_~hAlY%ZW{#G3>tOwQXcKi*xJT65Ju+;dq@^Re4O5v)7VxY)Ui9$=8
z61l1D(|?L<nx3pc7u?)zM4f>NWC)J(H=MNHE2^mlo^7NrUqZ3QP!Zn~r^!$U)C3nO
z46}e`3)B+;>KFy=;Y&YtW29x8F(Qp_h;GmEC3&P~ZwP3+T1P%s)2~(rgfF$jo?Ie+
zu%2oS6Ljb7bD{6&`gG`ifCro|DNLuhgk7zRSRoV`5?!yWg{*KGnzPU{V?xp4|6F~>
zBOk(DJKZpvG3a^lmbT+Md%Is{`coLb9Y{QgxWB$I8A%Hv)bqfB#!R640hYQf0z?%2
z-{4<;%y@C{4bEOw%vm<<<)?zA26wgsd?s@)@qBX%URf%C{B>nzV%*;xJ@G!TAm}cf
z^OgMBUJfD>A!1tt0$(-WjbY8P&Z5$napb}(6Y(#e)AW)e5Al>9m4DgAw4Z8wszZ;q
z3S-~JxuNP=r@^JohD$Z?xX(L$fybnK&xfJV7-bii@-@r2*y)!)KH;o<(vV0MuQbdw
z^V#Ya()vFgTtv*t7L{7z+x}4GsBS)Xsw+|8ZINQ~3+lQ%jRj<-PcV|P2IX)EqOg!t
zudhS4E#I0w*9AWB-(o&$r+DB8s<29Zh<KTz!W8D{?6~v1M#lzmcf&mVan)(4@Xo-F
zsA;AM@0<!(;*E#WvuumgAwg1yk+#kjQt)M^)$IAn@^0_3AJD?N)9_hF?@NzV)+#c0
zP946Qr|6+wvk?07q-(h_y@lX#Mcx;-^F8q^EX1WZyk=5mHbcbUA#5%x;ng{<hCE;Q
zj5udqhxg9c-sH`Ev+t^7<Wgc1I`-la!qsq6+nd72Ts4v3+6D0|f2bMfh!oaryFbX3
z>r<k<7;Ow7DPQ2uqmR~xo4X{YX6#j2g0I|N7HP<LepO?$gt~Fh{mGJ7i=`oYe72GL
zW@i3aREtWh{0lW9-If$2jOLw=21(y94=&jsca0Jp7IMTd$+n27F}mI~`1I=yHc)=R
zYlj6V0t$~C^yb@QZ|qupFz!DZHmD2c&`^P`SeM5qSO-G?RnFT$NKjXHviNV3Wx9Vr
zpoUC6EnAm#dJ;qCd9}8LU+73XE2L`Z$0b6C8{g5|SYyo70CygR&K*$|j+{CI``u{j
zQ;3SY$6_L^DH5KMq+(w8la4yZD$(;64*4?&#i(}<PU21wZh<K4(CX@{Q5VjPOnUJT
zNn;3vgu*jBobp}BDpOYn5cam5ct=J&gl+jPH06B4bM?Y&=Uy^gH5#CB;<@6ItMpl=
z!8@yXz9$PBO^~$Z>IJF|MBDq=Q_LfhJ#h5Dg8B{qS|x75b{9IPHaH|NmEY{_wSWP!
zMRsV$4GCDqReVWi!Z=MkqkS&F8IT(O1x<iA=Dyz1a#K+6GmBa1<JcQP=6Ug81rOw<
zKD019pmwF^duasr!Vy<>^5FR*NJ18#$S~=m#6z%?bY{sy#v+zTgx9ur5zFPO?)qZ>
z@Kr0Dyt%9XgexJWIKq!`H5vLN#nb=Of|A`=tbLP#AD5C{EC?=N*&8b>yhH@nJ6Kei
zixF)F=5vC{ZbETMpAJQ8Uh5Xl?QkAAJZR68tg_CG*u9W6w2_#?9@~-XF-T&2?Z0<m
z2l0{5e^;r4b-9X;a56wH#@<IY?(Otj7saHm<tj0GOz(c1{bB~<BM|;{7zdAo_2Pv(
z#3U<ygJS9k99DktV~*}s`K@A+WvNwD^tpPu(UF7X_E0Zrk;TIg1&2|g3C`Us{OXM%
zqLUP+$Ibv!Qw7rB0AYxi=c@|O<EZ|IaO`_(M{Y6wMb+l`AF69aM{EKM9gIzpdO?i1
ziLUPPPJM6e?hg4S7k<B3iA+!ys74a!C-n^`syioyfsCLK6)lV=F2wZmWzH3KidR`}
zLxv}Rcgn;rtL9B3Y3dfvpWIv9pElkiIyB!l%3!><brYpzRYR#fpd|@Qo4fI>3Cco6
z;br&Pwa;1qVo`1JQQtDkt|>Az{#eP>UJ2Wpv`$V^3!mh-8y^%qg`f7stVtA3B+G4e
zBJ%2!R*;Rph&~+-2h!c}q{B;c{&lIvs|W4La<X&*<-j*ub{bR9Fc8vznku&1{k@aN
z`$Wg@i+<+3{fG33Zv=_jmSXJZJLDOD98&Wnf1(c&j&qjKZ73{JLFKJHF_ghx>pQ-y
zU}xWFLk`;X>)WJTL{_q8K!m7qWLB^zSn<82$Fzi_tb=7UM98Q$+;=3KtVgNjPyJzw
z2ZvlH+6BN!p;kbGnDh^Ycii9gSU@4B^Y_{38te9-traX)8<fGHHxrg$Lx4F+?x;nm
zvv4f~zg-n>bsXdOSkuVeWq6+p8-wc~uiKhpVt<kiQFs69a<PmoO0oOBomTU$o=n~H
zf^o4z;K#gd+dF^cRIsPzLCWkz{;6hx|Biz?Sfq3x?(eHb<Yl6voai0I=+wN=pVk5U
zhG3_UdJx(04<U_5-4%A3w>S65tJNSaH_epoy3g@&VA%+>h(Prt%Y(rKl~>?Gx~6QW
zk-ah0@S)b4ZX`j1{&rmSRcKFVx^hVc+|~}{yFcmAJHtA@0JzsX`XA08W(-@nn#XXh
zX;VmezH{*sgh?w_FQ{zmytN(C*xFH9Sa~wwjwIvvulHU-<12!sT11wzL>_P;LOc?N
zEBba{eCSj_kA^XQN|>AGeX-DhJ?SSmddl~2%Y*+#D*=}DZOQRl3Uw?;Cd~Cu2k4Ub
z#`#Ab7Q^3-C#X3veS;+z@vCY(n}%QUh7In8C!T1=DX*mFniRs1FUl0hr#gA$9G*Tt
zj_@DUZg=3wg3a(uSY3-qj6c^#;^&Y30@XN4bHpxrRJKppr(f|_a|XMf;ob!dAQeO_
zzpr*z`)auiN4wY!QP4O#RMHgTcs2j=uea}8IT&iBf`2Cz@EXSV9?qXHy}hFBX7@{e
z+2@<oE24)`8X|&$rql3e{vqRPWbC{#CT+$tWSCG(?6WXV8j))hbG?nus)p`kf~o7H
zbd~kdATK0dawOi70vzs~CI9(0kfIiAzv?$<I$FIa+~k3OdE?W1o&6sL8g4FeAf19M
z*%UCh-e?(8?&OsADeN(GxsZQ+)o<zJk*|~0g@&pX&!IfP&||3p>G)00i|EPX8%(!|
z*=Q0Nl%?!bRi!M*>|7H{Fu+BM@+Bd5y*M8ilKB)#P#7{MxMo0V`?KP+cE-ueaFcj6
z{j#x+xxe4AZC99t3^IeC1<GJ3?f1eN!QnEP#Vs6&&-MApdTXv3y%@JGSLh*(n3LS8
zfp1CiF(yeDz8MNNb_qcgn_o)8l}8AN?>Gh?9A*zaMcd0WbTk-a)p;)tLXU=bau$$d
z)^O1sL$%ZJM%0mZN0U%x8T<D7$n=QeAz(<@4M~$|sC1=k`6TZG^TBLvpefk^b2&c4
zaqHOtPZr?=Hh7QhuF37vQC4~zXM!3@I}V$X&k#X{>yT6hpGOQk5(#S+p~-PDc1QX;
zL{!=kyz}JNioQQJ4qY!8)tkV?R42-et?C$n4Isg_HuQO~HG`kX%)G@LDo(Yyi~fA|
zvzt6!v=-Yp_q+9QL<kqJgs(y69f5W1%Of9O;0BbNg!|yPF{S4W3t4`!it_M_a!pzj
zvd<Xe<^4dNpBtjvcWLqc3L{>1<)p0y0UUhPY&MIBIRo55b}_kFTKGz3@}D|RcNHzw
zBd0btmP|by&$lZR42zZ2SsNhO9wR+@!2MDTbZh2s@h*7YkS~QXqa$=s$u8}34VTE2
z3E2;lG@Pzni1(E@%2%{sG2_2L^_3<W?A7PqRgB5xf{DbqfJoz~l)3;pZ91Fdh`Vy1
zA>q=<6E!QAh_JLa0qNVXd{4LJv+*R8R9-p{oFeIG*r+3BE9#iCtXw~$LQk9kt2lz^
z8OGxoas$dU<N3Y_F3>Bm{H;BbYc~XQ`Js6GQ@#=7{z_6`9B1#T#@o>sW$V`m-F=MN
zvbk)UOfu&Mm|YWDUlz}Meak6OF6UPeB#oh5$C>U9WkU(V!iyvRBT^%<Mk~0GWBx&Q
zdPJM#1Z--!Or4|Lv=qKHkDXE7S8PJOS$j))BDvI8Jm2!>^mkk)Tw4>|XP4rupe#&Q
z4R?y;UrA9%E3IX7L5W|n51gkD)oEpL@3*`$osJe51|rfY$)WcwENrlJ#nkwEhLx{9
zJTyQ>Uwc)#S#pD!jmQbO0U^WCPP}KFMTRh}+@+gPRC8<0RE}dk6wPNeFVie?@BY=R
z#d_P#scI{ddd0Mr=;`(C<M89n5WNA(4>lHaZiD7qv{~y%)DpT%(okMw4Aq+WW9_2(
z#FbJJQ}asigCd_^c*wiFSH383&3vkKC{i_g<|&5LCgZank%ztdi1l*Jm{)39z+!_K
z3`Ce82nPx}Fc3o4{u~;P;gRxch2ax~luNXm7pB9PT=lh{2JFYTmOqY-RQdT%V{b%*
zy1vUbyY152*rQqm^pAUbFb;F1*YA#M+f2&5FA0gGgk*KnEv7Lu#n!St?!1s2Of%WX
z^HsL^LvK;gjm0~C)unI6N&9sNi?BUjFV{>^CwEP#1h?rVOuPV=ckWQ=nEi2q>A^H{
z#}$V8I_>wIvSVi71YP{B-8-FPUEAebOduUT+e17XZ+FX<kcqGDQI@=%1zEc<b~Ei)
z==)9Hv}EVyG)D_#1V@jA%dKJ>N*n3#WgDQ~wFNe?YFwssBsu*0o?QhO8)fX`;}~`>
z`9-~&Z(lBJ)TwK)RLp4D3>u6Vz)%Of<h-**<-JfljI9MMM*6Yr25rUV=ivjB08h)Q
zhy#IX)f#rinXlF1>{j*3XhJ(PYrfS$+@vG@c=c>|fD)cwO|IU0S+MicbnD&N{ooW{
zNn2_?oKI6`ew<tKAH!b_B;Qe3R_RD-%XmMh{Z37<J8*k-4iSQRU?=;0#)R11J?e`}
zK<3BShBB{56cpRHYSi}zBFCM>+x&b@%QI`5!|>-~>T@Dvrw>{qBrXK@zIp)yiT|7J
zn5+rM+dy!kbu2z3KrduuH($ucx2r~n`vY~RdaPuZ4RRfN^vv<PkFMk*C;NrmT5r+B
z=KI|O9i2R^G0DR}(WLIb%#FnE(}im=)XSS>waagJxb(f5Z0BgR%=IcCJD!Bi&gSU&
zGRI$dbKN1IXfF5WpR0AK6zJt~MFCJH#>*OK<W)YHq*CB(-4WC7gL9J2>5dK2pP?e3
zGzc|5sEi8>=i+7WOuiUN-5laqSE|D=AE?W$MIa>leTQug(f6He7yYO@=jy=EMdC9t
z_dza`jE(UQSfar4Rih<x*%wtDF*^Q>a9&8n2D@t7?cHuNGhXmGHj`iEU?8O$w}iLi
z^igaJh;60c`sU^EP;qDpG0+#XN743Rj+_l+T3$%hpHFqP37xJiGg~~HE{j8aQt*T9
z<^uHWO3lggKZ{HVl}T2>Eogrj0hUviTF8A@CovnSBIf;RQ;X_h9Pba|JwbY;+0;nG
zikGA@6<c}o^A!+bRw|wM@2H_P&dUqDvu~lC9%|e@XYYU`(RcmA$y)XRd9GUt)Uq0-
z%CyODD(|s_DZp~?>}O6vM>ZRR$2suWlrvh%4cvi~!iLx2n#8n_4li<p$tlwHd2@xd
z`W-_|PAxYm<z~_x@3bs)%AJ^Pw(rmUlNE*EN@E$sr`nf8FP!`vlT%?`b&vFy1F|IX
z_4B<ABnPquueYon57p1ne5P!h;b?AKmj50)TEPB=R70VjJ47r&15^+LMMRTlfKzAQ
zh~y0|-mLF8+2U0B6}NImB8Z(nh~cK;Ie>GgiUr)!X(57$dcJduZ_rz}^%&aM@uxfq
zt%M@G5Xg~)sQ3qg-3+zv?o1(IkUQSaq_Y-El&dHFiOpG>FD5$V_q4rGsP{2v@3>{b
z!P&|xY}~Hn?C(6f77nu_N(`|QwQqfs+Kl+TW1A8eOQa>HR7je0!kzxx<>#;QY_^~K
z{rruH89V%3GR}9VPFAH)YkO#cQ6Jo3xk06X!!e$&?8*6r%wzeeRVmC*#~0FI{yNHY
zIeY7$qam8&x6bP0inZ?13A@2H!szP>!e2}?W%fCN5gP^o4ni;6vlLWj8Q?b&WT4%?
zZB`unhzqgiD3#E85pqyl_4TCy@7r#)1lod3q%QvSla)tLwx)#AcdvVM7)$kN@K=^s
zuz0V`NaNXYA$?z)5p7wY<A`#EvhN)^KAp`}tFJFrerQkXm8Wugh%X4QViH9n)jfzG
zdFfM%&Ua1-e}jw|b4YXPO=K~0aSaSNhwF!7U&+p!n!wlC@jbRED@U~3FXnwSgaHv7
zzM8h=BKCw;)f#Ku^-XhjpGYPO2F8#yoc_I8MT6#351Gq+74}TZQ)mAXmhaMCK(_rn
zzb*^4Y2^S}=u)lRSL4D3Gr_8$zu}h>w%is)k5dxZXW>(Hi%Bj8wiEvzh&{eMifUxi
zV~|LBX#1yWMrhq0{Yc-s{d}N$g|u%>pCc>&kvI}F>>1(yF3R}+g*SMme$5p3^jQ6%
zk0u3UA4sWn8Uy1sft#MA9)!<VF+mb?U>;u(y<uz8V+zX<IuN@Zc$#m1@uoPr+y!%2
z2({rzD|4wNudjP+^6}d%qYGUlS$HxhB$n_AufZg4|LUdzWM<X*n<xOlap|T8C=#~a
zk|MmSqjx(>Vv$Z9qSW2t&-lCl*hp&z9&LuyTYZaoXjGkLzvZ>a$jYi(8h!1rwd!Gh
zX4WcKs=$O)oLqn05+uLFd%Cf{6|lR_+$8t9hwDJeZ}afL{obv;hm-3OuZvA|$^uz^
z*EHeZgAAM;TPo-S_}}WtDXa!Y`6Q_SL?$nPY-f8Et8MoCB&DuFI*-{yr&#ocj3;Di
zrcb?NkZ9BboNVMi%0T)jWCo8DMBC_3!fDfWwb3)eK!7q-`%Gx7z)uZHxk9jhfTvS)
zU7rZoyo`1@C@5-9T51bWyHwm2p1xYIQtO=fmTL1`AAjcUnA#_f(yErWDs;i8T3lwn
z%PQ1>o(%pBW5*jL3>V@g&G1$-3cCnE%IQS=1YznBV@%u}`W2r&`D>O8)1$(p{ikqO
z(2tabdMPK;R9f@+s1@Gx*o2e?h`zMJq0k$6oUbKi<(>(}owX+=oySI|n`H8F$%0Ht
zTOvGdLtF%jy`8x+EVWsk7e!Owm=dIF=2b;lnN_}#)fR4;SD)U+!t2hJvGPTzKhIr|
z4@b;>yu)TJ`QutD|L!m;kAYLOq(h3e+9*XrrZCgsZJvHiK)UABClai}!<}M9Jq}CA
z=pQfXM+%!W2mM-`+JERPRI!P*Hv9I1pb+}Q_+eN9?+P8fPf>G{SshqlkEnmMF`f~R
zCM#pSX^ioJ&t4i$%kFqzW2tw_vVZc7I(OXl{*EwB1kPsWOp}Q5)G6_>)k5I(DXPPN
zWo*2X&`tj(BGDg{Umj706@NYj_8E?s-@j@6O333(3dx`LK@jUQ!Ge96fB!N&kc+p{
zH(@@R9VSNvYp?KY2i}wES69jYA~f|3QTlr(S$>+3yYp<dk40;Om3qTcZQO$JIHR;v
zX4pqm*i2te_iGbHWZJZ5o|@g;=~>IwWjkl>M&0|jKZG5O6IJ~?HIaOFXqK`nns|n|
zC;pT>%_O_o=^gR+NuC)!UznME+iaH4TQcWrU5NM`D}J)SEJ_LzkGN&yJJ#+vp&AmG
zHi#LoQ0@+Y$b1IAMT!ZvFz<}oqx9U(JF2Jl*5;_ts-b(x6Pd0F1nDLAOR={O0H&<0
zjdMZw19F+G5>+J;$Py)-l0Z5*P$v;(O6V+jSyH=gUHkQ;Dc;NySEh2PpRY+)2y(2H
zdG6srm`O`f%TtD^M~lIxB!&rM@5xRYzv*_HxBb%0BVJ(UjP|vss_4D&yk4ts@wW|c
zy5v`El$MV>{UY|J2P#WnP9~KWx!%v<usFB3u?W58s+bdW))|$FQ8TLYiq788Ci~G~
z?{(&TE_AHUsAD*|ASlv>+3OwVobUO4jQu0y!m>s4BeK*{t%>E$Cf9yheO6uF0lxD1
z;O=z~g}3rFRrB*5J-psZD8}^`^}joJ<fb+ZJMnA7lqsa7r*2}1n7-}HjMMoABX_+z
z1f!&r^p&07`FtDazr2W%&X|<b#9hf(DO8a@IMe%zE8hseXt|qa-S-&5K-!Usk>ZxB
z#^wpg%XmX`Q^jlgFb{i8d79U1FHl(pBb5TRY)pg2``lR7>YT)i*CO&%>U3t@sj6P=
zlhbFzu1XkkR#n-nWN0}zsrJb{{$;J?Nw;=nw+|=h?0fk^>S;6CTx^HAW5%)7W=8y+
zZc_RgEhuu{sA?&I_1;l4h+MRwwK`KZqy1*~v0?Fx-z)m44(`g{e-Pg8KnF51Z4zFX
z-6uEP-5TfXWD6_7)9rxD1|qSNBlMk&UsJueIZv(DsDa=_B|!JK!0`QY%QSvo`6!RT
zv)Hz@GWVqFdaUN1pC}{FlRh#*{|_hYG@*R$2IeDy{M5wgb+n*XP(*lFZ`nqX^1%l*
z1TFI>T_OS6FHYrF0qD)usnH`9ZIyp*oi7Xm!!uAe$(pT5E;_xlwRP^ArQf-SlWa|2
zDBSs$<Ns?Y7bGXosK?@9_j=9kqw)(qs6bV!>4Bf&){2zuQONR%6A$wD%gRN?4Hk@S
zMO9tz)mW+^kBE1jx8Ro?81fZ_hkbGVD~lWRFMYyRu_=0oD@HgNVg-TndrfC^Kj=@8
z9Qj0ZbKWRAldIO(Ngm}0Dw18&S5zSfFCiE3>kwkLsh)+mFZ1N{Mvhq=vz%f+ThD&h
zGLXGsf^>{bBYByWTiaft99JEED)1Mnol_@mBod>B6$r#+3&9J&eCClhRhJNYDmuUW
zONRu1dHO@~gb)q#`QZi+TlVnQJK2+4K+|=ewC*Lt{R;@TgLj%;q%@aL+BYxk><B$#
z>&b@})!agFe}o$te%_2?D-2P}^ghQFaZcAcvRYp2ZEr}U&d$LiJB`PcNJb4hp7T<a
zs4zeIO=h#+`=VE`UbRL}6I?_JecLpF*wviWFjYkCZ71(8xo42&9M|N>kD;b&?UD&@
zQ<fwzTzbPxBy4YczB5}ropQd@J}ek*%T#IdGB0Q!LI*zb>ObGOs?4}bI3EZIcm?`-
zT((N2Acm#F(64yH5U)ZG3Jd84x6^V7?KFf*@v{egTy2OBNpKwQwcG~77d#waEDcYo
zwVtJ-qG!VUzgk(k4@P9H9U)oKa9%vm`npzNa)<%r6A^*Y_ARoP|3C>jY4ScTMNn1r
zXleoJvE9$gfb61-;Q4u+SN0jL;RYtmX(RPaXF)*JK{L_HdH?HTU8IxA@}u!$9@Qx0
zXz3%x!`$O88`CYnMFp0jqobp(larK{)$6o0w|3XXrLX4ZzXAUTN?(|rzj{{v-~e}F
zNjy|-{$@14OFK2N^4x>hyPf}=xP*iRK|l`%4i1h+9E{Q;6awt!<yBE#4L*U7Bs+N2
zd;*(dR16HrPEJn97#Ka^s`8VcsHv%mcZYNrq1;O-G(%I97|NuqsCd)e-JR9c)U<HJ
z*8YHtf`S6-jJE~`RO{>O*o1^Zz?mQKIxRRj7?HY~kk_W=3^9R4!xz}L!6PAUjCwzD
zl9G~E09z014PL8x|Jm8kP(NQlH24i{`Jsx3hrN&6I=Nxc3m{e#@D2|TgS}xf6_vQE
z;ei2EB_$;QfI7Gm1_&s`GYB>w-h`15c(f(0A-AA)z>mx+EyZwaUBmGH=O)|+2q@Mo
zpENY)tUQ3bSpAuTf`ZxC{m)h<Wyif7SFc~cHZ$Kdfr%1nnA7#He;=4+I-#GT;OELi
zwmr`k9>3FUKDwT$C-d=RA24Tcwgm90(Y4jpzr%uetjx@V3`en4+jCt1`Ab2KJP}VL
z7gNRRCw$W-JrSv?BqgP#N~)^H6|F@@s2Lec<sAEad#>td7Skoai&Tr_W<Zago}ImQ
zaHvtTUQdjV4+tW63+4^xp#HBH#W32s-R5O;?gZD=ER}L`;j5~y#vvp`f|%LZNCRsJ
z0FD_ua;K)DiAhh7016RfEx^hGKQ>3qm~s6z<I<^Hn4c#;3R+0A`h@gfuMEB2r5fX_
z@;tRt%>dv9DWArN1Kj94DV}enxp;V}`EPrh-T~WvTF^0p|Nc2ZItJpI*^PS9p%kMe
zL1$JD4i4bYXV(Ha$=gC0(D6bE#!Gi!-^O^}`_IizubG&c?N&UmsW>@5C3AVKbs~J$
zaMYgU1|(`IJH!PbSWeFe*=Q&!Ay8+28JXb558t8vjtvG5q{6T#l)OD~;Lo4EDy!eV
z2%jtTzsI;sg3;_3GiS3d4gNBjiP+sA!5D(<)12z)S)i$@X?wY^Iyp6ESCxXpKAQhq
zC>8O-Qeddo{3Y`!@3ZyFgWz(ids#zac{vi~=H@1;@fEm=L;e22!P?>BqD8peaV~rn
z<<ZemgUcB;DH&O|a^YR=QR?+yz+X7IcHdR}Z!HM=MnghTPY=t+#>NjVqRD<VV)3(v
zhQZD0nv`(hj~{s6cJe;1JQ)Ak>IP*BT`yhRmV$>B(iG+Y%cOik!22kZGe-IPb?L$u
z`LAa%fB)}|qx%c3*yDwU1PAw5*=+`b)?q;nBLQt)#lT_>e(L{O(XjU_mDeUPGn3-*
z@DLjZ=R4SkPi}q>HxEQmr@-r{Yhi(eDIOIxG5ahVHMCz^T3YmNY@&YsV(<W{SwwdA
zGVQm9hSX_kX;~9{0JY*97>MYXw7zaApUQ&)f&v((zbT$hk&H6uePS~*BK4lm6Kx$F
z{DXp!z@%5y)clHV|9IyJ)uf0AVFsub_dto}Kv?6Kght4!f4taeYisKRz72)#PEV`(
zB>@>0lp{kNf%x?FG~4FcT=~(aW46i|tv7<CU~z_qg9G>e`b7PTv#+<(ZbRyq3R7-=
zKGQ<dK^vf`k*P4n|E6JJkeL%@_{K76N<>8TQ?1w-ST>(u&gcySXBmlt30YOu_{L@)
zeITCt=yj30(l1TnNelS`;5mr*;Jhru$jC?)0NOG#F~tJE#y|ZrG+RKOBqwiaS>hiM
zAnWDTMk?a*`Qh=Aj*9B-oSv2zvs<e!E*@T9ZmxvW;VjkF)zx`o`$LaPfw>bqJA0MY
z0uP|M#{fXd0KkQJ&&;S36BEZJ0nlM+R8-U#Q`13Uzhn$7Y&gL1H}<x$DE9aFmjPi7
zU|t45#O)p)RsbNPoNkZj$LsagRZ0+ZV}S+GAW*N-O;1n9CMTPZUvMV^DEB}?CSWFe
z-IvBCBn$w72uodEowBkrHT6&>JE@?P{KLb;7XW;%`nDx!ENH*vY;JDO0c@8GfBjM<
z2Pz@uE381$>V`ceFxg{)hJd*oM2PN%1uft-Jv>|ddt-V%zqM6INLY9aC{RAtO-)V)
zOXb9n2|9t{2K@XHd^~^%Np1*u$VlcX|AB(Bad2GkkLr7RdL&a)QsR<;&O!+m4lcq&
z3Qpb8u@({yaJV>)G3r`cT64hX2p4dIh+rr|1gHL%gI!xy6+18>M`tpa@Opi7Gk5bU
zfKWHO(x{J^lvzYX*U-=~+*1xNAuKGc1z3O$RpLy}%)A#9^8u*)KjB22aqEGN#}wcZ
zaR~^fkJ^668hO2*lKvmF2B*;|VmTmssi>(DZ%)q55rMoR_u=CF9E^G>yqu1ni3wFr
zO^wg(-!EKF&pU@-Q(x)m>FE*k^73wg;6>hn2kt#cz>toqDSQZ&x{{DU;HQm*fbe@}
zW`=SmJ3IUD!KIwMygd5;{{AT#i_Gll3k^i}Y)_aqwY5|<G;k3S5y9c%Um_#)0i_MZ
zQ0qjGH#3hr0O8?RU(XArJ9l?WXgAoxbgcei4@(tk^0?)gpPxs6!hsPhpUJ7J8kcV+
zUbNmWtxp3t+S%3BrQZ$;4s9JB48taioD242IuN~N6cl<MuUDd?qp=~p=UHmS*%N!{
zhBm{ON9VJj<aKn&%5<7d!Y7Dqfhq@~R1Gac$`1<U1aku!6VoK}UPDR>5t{4&{rksy
zpLFm9+UYx(M>L$Acv^LqZ#6WC0Cy?y?(XjGj}3S0HTj?JQ|DWQO2C$ht?j0BQKwSo
z`}glq0O?l?i?b;22RI;H>K`8FcCKfU1OC=(W!fRYy=Hc9F1cBdz~bs~Zs5XhqnC=B
z8kR;XyaT8koo5#oQY%fJBWZX&H@CMDEi4XLIeUtWidOgb%=2|Ita&e{wLS<73oGg9
zSXH#w*5ZQ@#vZ&^7BSM-pbo6kVKY6>Q2;_c7~rp&7r+<C78k=)Qi%O-wCp{bg|1#~
zY;JOyiJ;%hm8x~EtWd12t${Qz{rU4tK$Ykwz0UFVg;h~kH|q39si>^{4w@L4U7Z0d
z?9Sd^M7P$AMjqJo4?#e-wE^t9{I++JdlV=Nr@n%SNFykyH8;Jy90`zl5>iqrm8O0(
zAh@i78;_o7Y7!t7c2oId{^biTU^Iatl+{hjXA1#+24cCQAtsrCKNwSV^vuj?pb2g5
z?AXWVk`jaUdqVMNTitn~0H_!mY2rgHEUci?($cqO@87?-1Bum7J5#`MAS-ETV89n7
z9$!Dd_@oi5#qh>NZ>0H!g|W#==tBW5*4kv@C(tvw=TK8n5YFOvh8&+Q%*;9fw`+B4
zi`&I3<K9^FT$q)HMx2W{!g8fe=R>B*Yk)6}+jS7|OJ4u-tF28Jh${0cDik68BsMKn
z0RaKuo*rCr8toVxJ{0@_BH_=WVPVEk54TIYs3HKB&JX632LL?bVq@#uGP)=zMC@L=
z0lHaCTwI)tlvE%eAK&7qL|-<oI(Y!7r+f9PZ?$R!KvJ350m}+sPfw5EcGZVe)Jq$b
zHFO*t%5&ZqRU^B*X8hnezL=PVHaEN1CpwntwrY-~@za1@*jB)r?zxwjNXyHs4xl-?
z4Go`l-S+5|3RTW;cQV6}?Jecg%M)-7%I>@DM}=SU^YbgKsnG*iO$<nhcJ}r^_V>Ty
z5Rvkm*iC#~b~|`|c6o_ktN9ulFM;2hy|cNPpv!3%WcOS~P7XJQB+;)On8g2_Igrd5
z>j%2s+?txntO$SwR>H-_l_;JH{qf@m5K_PQ^lW`AucQ<spDv&Z+7_LJN1n%e(X8kb
zDR$E!I|RTGQ*rH&=DA$~7Y7<kL7}`EBTXI?8j9-Y<aM)#lq~FC2WCcCYHF&`^`iaw
z__!gq{psr4MxerzC{-H-93J#YgFUau1HHju92)RXVa?6WfI<15(NZGG$f&8d0X#D+
zh^n9hfc^qdM$&?xfPa4RAq6`BcF`)ROTH-a?flP$2AHALVV&#$pAY4sNYdc2FivOQ
z;9c?#@bx?SJmt$fz~3Q*GFw0-NzL;Hx6Inv*_k!<6$B@!%T;bc0rS0v3yuZ>iM_K=
zFk(A+?5$hinOq5&A0X2)E!1efuF)*zZwdqy7HV#8d?*tMxP^bu&!>MuNSKqG+s*Pw
zMZK}nkAZWUTu@MO4i-#-a(NuH`BPt;!y|<N5YA;g*)%#O1(lGH5RAc=`{QOaOG^px
zY9ADPYbPgBfMZKSTAZ5;Uu`-Xs8$@HTi*9mGRzhPYx4U#=M!BP?FMX+=1;G$`v7Az
zCOX<@<>{&(yz2*?S`cyj0MMc&oNH@y69O3+9E1vW!K`U$YBB_~0hGKHadkEs6JRm1
zc6^KpmbNT9O)o&IdQ8xwZgL0pT)*YA_p>MP|6T)Ehu$j`YQ^%o0s{4s48ePaO-2?W
z8Ah<SKUEAiZBmG#kgJ!XUP6%+qLD*G@&IgSu+|wMOx`syfd_of_yEzk{yx+D$rXCv
zm6eshe*F>ykZAx_^aWuCtm8Vy#&CkLD0)Fq0X>03LSmuV0&0~FAb;%t^XGRYnc(S|
zG=;(A-Q{B{19g+&V_h2`PE4@nLY)Gbs?C-k<>X?4Z#;9k=};2Yr-Bcvy7hH+1JP9C
zU&ek)4%C4z{Leg3U1iXP7!n!DV^$AzzYrOauj?NhUCw^WX9#IP`gg~2=olGgosJh7
zt*oqsuM{LU0lX=?qeINx#zwu4o0~hNwYAmbYR+`v9^|^b%1Wh>IpDWzR;%fE719rE
zX2c~-IIS1?wi;_|xdSoDLjV3%G)~n8Wj=`FaFEc@P+Krhj4`9siUBSS8?p*8(M#lA
zgM(;LlrYezLUR(ROlj%psCak?Ks*+{Dg|gx0M!o2$;tV~qOPv4-R`xt`q{w102H%|
zy3$foKeMx8wzjrJX=o%SDfqIJf`@uRp|)E4A45*L5F*C-4%C3q5`5#j{n<0I4$L|?
zVKo^U<ah7ho&KBnXavZ#Q1^Y1Ti8KOWW7N`OpHxV9@+kQWTSJ{*xY>WWhn7Q4Gavk
zzfkn*)9t8t=jbRF50B{c1~VVuOUU0@u#v7<JY@zl<hK$)SOO&h+=mYzgzHpQRQv%B
z@%QpFIV3tW6APqy3X06kB~j{q60g^i5`MiPW!r5H;M3C5t^yu$CrALNbEcV8{QQmY
z?Y>O_91(~Ph@?OvyEB?84J5M}9_O+R&CSr-9J0Ez69m==U|Oz&%b1y)L)Q<Bi;GZ(
zHmI9lg4H&3`~aR=m^X+<a`#}AgVzMVLHSr|vmycz2L>ReRaC9_F~>BX)<*>+Vt_>y
z^gjdr9~>DeWoE_zXyYI>xUtax{P`0+K@<WSf&RbUF{rh=zNu*t$gfaKRY=8`Ke+IS
zh=%LkA-2xWePAR5?W7M_hk&At5I_VO{x?w*+I{-8rl7_~Mn>)cheL2ED55~=Z?M$l
zm@k8bb16ngZFu|v8wW!wjF3%AK>-64CPv3)*h;TR8~<D6Yfk`i5Cp=Q|7RWc-@f$!
fF4F#|51)}5R$?<q+tXMe;E$~22Z^$G`o8}Qm=TTm

diff --git a/_images/3886295983ee7e20e5b037a978f350fc54d2679dfa5cffec2f50678dec724d4d.png b/_images/3886295983ee7e20e5b037a978f350fc54d2679dfa5cffec2f50678dec724d4d.png
deleted file mode 100644
index ed95924ae9d803805a986adf2b423b48926563c3..0000000000000000000000000000000000000000
GIT binary patch
literal 0
HcmV?d00001

literal 67873
zcmbrmWmH^U&?VeRf)iYW2MO*P+}+)SyM@NxJp^}m3l5=y06~MhOVHr%GM7B_ee?dB
zKf{96tnPbnpHs(nRqb67N(z!Fhy;ir5C}zDN=yX=g0=>Mpzh$`0`IU4V7vofc)o~h
zeNlBV|KeusYzC4y{^Drs@Ws~ZGbz~2*~QAio{f=*k(Hj*^2--T7hWbNyZ`?JMh9mL
zCNc$>1>hkFj#An#AkaJG*FUII!4fMF6bK|OCamV3d6?zptv1to<Hr^s3_IXR4F!#$
z98S)KP8k@GtBz)a9V>psqa(JDKCaP#<{dSwA)lM=DXy$kxtl0kp{1*Ay-j>fju@Ex
z*%Gar2m>Wv$b40>oA|m?+vcdzfsHR=_u+0lJ&oV1roDR1bJpc7L?jOlK9KbFcWfih
z4eEdYFYuuh9ab0(R@fa2WBR}MJ|QAl|9cCKI0TmCzgyx&0tsHPLJO886OQ@!l<opO
zv=eCe03+sb7&z2i@hF_rJMS|_)PI*D$kAYRyRG?z#S-y#pQIcNODVxPuK$EGH8bmN
z!~6GicJk|^rLfT~KG~XD`qG)%**~WnJ@9XX&~x1WPWJ9IY)VAoFo32twLCpNGi60z
zzg&!5Rb4%#va<5~BUw*F?)8kO;l^>>N#76G19E|PAtFEnN-HYZyneS75V;kXlqBRz
zpuuiH(bC!|fg1>T>@vvMz7m}LK?|lUP1Q}qnf86Y$k_};V*KfK(jGQEELZoJ95BIq
zvxyyNIb8@*7uxy_RBwT&@vwiWn~o@&f{~8W!{wA>t=Vs!t?lhrWn#cM`RJ<3+L$<#
zAW}SNV(mvB#2?KRBLovPEJWFx-((rPCJH21XpjJ-ObmSF(;>o{WZxGdJLLDI6?j7)
z&TXQjl)+;1wpcDLFo{m{&wQ;(X?c0%t>kNOH3qGgkbV2|sRnmN!AlLdSmC69qM5J|
zL!z1Z;&4ua8s%*UMq$;})!|{GODiisSU?AohI7|jy70WV1NfE?ci!&S(?zBQ5+AV4
zw@{}zt?4u>zw0r-4k`2JVSh%Ny;W4NxNH&d5__FI1p!C#n?^Fx&=zIX*DK%?@TDlB
zVn~fx){h1gsLvK{YBr*nIzXVy!v#!WXt|&R{0l-T{>>T7;Z!iy?d@h<d`3o;MYhM=
z{y38Uv(5gqe!*w-*4EbBtpvqo8j62YL#*Ie16vm`bTLRw5Hy#a;jTBh({x*-+5Ayn
z$E|Q{-WMnuH3mmA!Yjd<2>+fQj{VyDKpksq+9vxI0_;=p?r2ua<N0r=eYKt_S5aVU
za>Eook%e1Y>Y>qBd-?!FUjTu8l2KY}cF0k2Rt_Y^z?69qMVlCJAwB%OC}B68%7Vvb
z{~m`yC)nrV+IX$QN2|q=?6`H8c-i;i$UZTi6h4kZ=HYc@*8<VS-sd?9a|c+(EKVs3
zqU4N)@tr_0Eyl9nfY_}jVQ*I4NMvMW-ZPOJlc=;|+Ed6ri2B4@R{nC)8;9g@r{YY1
zOGr3db{WfSX~FZlK7;~o?d*^<#7ug*qpP&_hxKtvTU+^EMqvOwAmBSAz-2$7#wm^y
z;Fz489Iw!1y4;_M3TBTJvA((e4vg*FB>H|L7tYU0gU<Aedc-H>tqSI(*uX3$`>SWo
z!*CQA|5Zm>JIK{5Rwd^H21dnZH!AQzVi|%)<pPO~7_L<zPfuQn7y`<6@Y$c<SS<R9
zh>*UJ*n-b-mfz_2Rv9-AmTebF7Oya40<=nc@;wC4lrW~D1BAE{ynuzMCIaq$U#pY5
z$4z_9el4xSainO1V;OOa&Xf?WRs8>5zB7`6`+UN+>fTdT$Brnl<OVGs)l7jE^hQRt
zO|b6PWjaKJMY*jl1QXMip6aib!Z(A)Ak~kWCb*Un^HW;vEhtv2H~a5*IOO;+kqJ4G
zqi~rdekU_f2-K99caLzbMQ{I3;Ztu4HUZWtR(m^<ZLl#HE)8~L+Z<d}5<;?1iI)7N
zy~4M9H=U<#bVWwq@+-MEU-D#jP89pfINhpoEm#X`=B%`zCpVkxT|t(>=>OUcdq*Ns
zqLAgdGmI~ZgopGwJ}o!D?ro4vvZNKd|NWcthEit6bn<4nD1EZ8nhp|Iy&Y528y=~(
zUsB4v=8N*{`X;1RUKG+d0y^kgp9JV3V2&k?D9#i~ga(7m()Nyc7E$u{DE!$Yo=CnO
z+vt1muG@ftF+0pKj6vy3a2;z6H9@s0)qInk?ro>r@p42E+`G`1>WYe<$s*Z_GF57%
zUc2|Fv7Y{(!rifby|KC5*NjsLWaEeE_$OKB-rtdgOV@f3G8?3g*CLwhBe!ewO7%yY
zlCt#uDsk#GHBN*F;o8t-{Pq1zW{uco6#~cLf(iWJ&e<Go^=Y{*UXo3`(KQpUa#-sC
zc2M9KkJDCb`lhU`%zYySSC0R2JH@c?H&bVHyVngg$n*LzLXyM>i$WqA1bRH}dFQ^D
z7xvw8LnKqchhWaokKe%aFXflLaWe0?^K<8AV5iWk{ro1K%OSSy_y<yNZ|_F%nL&Wt
z^d{WtXmG_ibwyH<*CKYqas#Hb3_QD+Sf5u3>9`S<6)`!Pp<?B#<ZQJ@EL#<PL#@^T
zu#ulW*42DBn(8>UK)GwFtR;Ga+QmINdZ1(3%=})pq29(&)0m)ZG9o<%SA)=GpZi|2
zs<ILpSarg{c~mT)p`@XK^W5zB;;W{v{(5w9UY!CbP(fiKtZtKSS3ikgv~f@92DRWF
z0{Czq3gmv;1$P$b_Xy+nbYNI(JwyAR+mV#~la#(bkwonKh{Z*nO5J8uzx%12(>_9n
z^$AH54)s_q7JEn3$KBDYZ{7k}amQxbQZQSA$%u<a6Pwe44$Za%=9_2{t7VpA2686&
zJP0RQ-a=xAkuwi?2sifq(UIcOrQ#XCoz&0H;mPECWJs=|6=M2B0|k<e&mP+HIR~Ps
zw_I>9-21OCRQOtXW;4_24wG3{kE$Z;7RzkrszLrnU-`xAMuApuhIi(8pG!l4opS!W
zF$}NUarB&l7s|!%*gKn3V2y?W+c_Q~r|r+50WfD9VI-e{ZS{7qAZ|QQ6z=k93Agj*
z>4e2~U+wX_xl`QPxz5C_5yr;wGAi(WG*P077gT*4ozv9m${>-d@D14gx=G;l!Mml>
zhR*6v?1bH12zPn9q@X0mMm&7=BXM81#L<2edi~OB{^Bnt6{C9}OXhSf{+L0JAbp5-
zAV^_GqQ=BveAvA#Ynj+aVHg`cv=?%%(R+Dk<mAM{`(+QUh~Mk!YR+kE09`JNcSc2c
ze}DgUuJajtW@ct!Y^*<-LHBj>>UkYCZrGfkpN|*G;#L}V5(C)e*ZtMOM1^Kec)|EV
zO(*f|h7F8vfbY}2Q;zHXr4=x7c^}=>)su=?D}L59dD@K_yms(mRRLbdp1yK1zGoWU
zBlWJ!URNYHsq2GhiB=!0Gr<C1FGiBUt~q~O`&WD-HbtWNInoCuQN#r!+yc(6E8Lp*
zJf3A)pUK!4)98SS>v;Gul{~bU1oR0&E<<!RM$eCT$~iZ{VcNU`&ae`;d$>M&?Z`X9
zM}J^&HnZGTyC_ri0u=?Hum%SQm5qg7tpGOVc0V-={#xu)<3pVfoG5XE&n;!nIz?oM
zGMRc>9>gi_e9aANoP0rLWJqS@kaLBzFHg;NU(;CFcNi3e+NmIxV#LP`1Fq`~e}Y!P
zHUqWD9AZzsvQAIS%bzmJ+_-`z=(g9NLivj(ZNIAj-YdG+=xWFXpRNm=nwv}btXAvu
zsi~=@G77~J^Pm1L$;q#)!*FQ7!a4qNz*wo%ICSYV%xt&FE|>j@=hdXxb#--m9?1g{
zKk3>qs5cNa*iw$04xNdjOsd7MvFZY?vn+iS>d(T>h|;wOhOJE(dI#UF6NkxRL;Po2
zyCY2U-TPQGSs`IxdMpe1Bd_!}c6Juz+W9`RpL3qI^THLn4$*l5lTW!s?HTR#5785{
zya_wx%dg5nD`5sYIwW8{h$|>;O{^?7+Dz1%NKU<xQc&m%!8L#f?X7hRayqO=?`C_U
zn)F2r+u1QFWPifXQ|AM$%*x6N0^#H1&o@}9{(3?s;>CJa5R;KXR8dipOPN7jEX;fN
zg%JAt{cnn7s*ik_q0h~rPbbbtJ4SW99_nhd>znQU8y9!uhE6J$G^trqoA^Hho4?kY
z^ps0zxH?(W2X<igi`5EPvzp8y4m3&{G@7aW^;4K`!xW*YdEZNN2u)h8s=ScX*3L9n
z-|1S9)x#tFqF})D`E@8beIMN)_cc4a)7UJ!C7ywEu_y7P>gl-Xy9GuiX1rg2r%EO|
z{rp~$$?Io(69rJ9Hn$TA4-cO6iwh{w-QAu0`5?8^?dgUiX!UhplTuXd2PWF*HhKl+
z@pgSN_i(gIc@;1fvhq*0njd;F$0$@43Ah>B-Eg_44Q&bF%3!E^%)fLM*TJ20)i*kL
z0hO~>$y}%sQ3<+H&A1_g)SO1OpRDT^IX^-16F14x`UqVSwLAZ!t|v4-Q1g1(oM~LH
z+g#=&tYVXJokpwUvIHQKFVK!n0R5&i8$(;$*g%2gGdO#v%T!r_xuklN&S^&=5seqX
zsQ+WV?WCjU@$RD5d0Xc3BIiYn6zyk=(<ZaWxoHD{4gdcA+w$`K5TBD17XSkX4XSQC
z=GAi^q`a+pxn~;A<iUh{NBqmd_kvI^lbgkyfDJnnj~;?xvbeM~LB9<xIuc87RBriI
zOPgjHt#TPpPGhkkzmAIbNfTaZVreNpWujXn6&t;Fc`zeOO7@FLx<n-oNPT4C55k>Z
zeUQmaiL$b`$?wsjnBJv|bi!9V@LJcgDMC*`dse<7N)j+Ce(~52S2X8>&#Y1PvHnD|
z|MJ)G+tx*%ADFJkRiZIgjs3#lXG8AJ#T~OrAF^DI0Fj~h*&7vARi_DYTy2bKR1$&c
zSMZ6AjSYbQy_Ghu=ese#Kazs?=%Dp9i|l~4lYU^tDWF%aKTuL`wBM}u_}r|7JwAG~
z+sq=nt+?X)-n6ZyF-B!@vuKG0=uwZXS#y^WdI+DrjVMQfiXv<k&uZ$bpCmSutY{@8
z6am@$S`o?UNws7D&VuZVrQ=Is&xX7^4y$G^;8}8myxn}eyWTiiclwJ&<T90IiKNQ(
zcX%&)k}h{GRMd=eLYBujNqRPd(rYNTC&k9qEU7E%2Yy}D<PSOTtOlQHLIQD^SO>Tf
z@v7J~-q_aIC)0<W2)dt=#*zre1_nYG78a6XA$ILv;J+yK+tjpEJ#|=36{m98;Fyo3
zQ$mV?#qIv`bR*BtHOtK+J&2=HAno(eoHXfm@irn7B>+CnXgg#%Ut^J?#IC+{B}-x;
zL|mPH!gj$6`l&vvnMo~8s<Bsk8dnswlay?HXyk@`GGaOE4I<WR;h@i5aWccfv0uc!
zT1w!s*jJ5C+lw=Y^-*sVta-0|R$5vqtZ~3jpZzsXwNdzY`jOUqj)gR8?S`hQcW{FK
zPC@lVbTz~?0!H8hE47nK?cv)B7r7YY86JJZSi1*Bi4gnp>Z;Ark4(#8#^L05duvyZ
zgCVwAwRQM6=jMZ7RIW|>V>e0!pFV0-YC!@1Moq^(;>r)#o)x#X7>z2O4Zr7Izh&AA
zn_uJ~`Hc9Ln+32VXIni^F_5Fab=io7kzCd0dAg!HCg9j`$1~3zi9yUmgzAsF7E5cn
z)7G_T?frlF<Sk@5i<_Y|9r6dbuD$Q+mfuF_(|&Tnv19CSXl|C=RtovtT1hHfsqYKn
z?N((Amdaav=lFYQD!KGhGAZ~xpA$C!V6WbX+VMj6Ab+UNT|}VV=HL$)c~c!F2-#=p
z6m2Bo(1~{m+~M-l<C5(}`z2!kv2^k!I$Is^#7Dj*IQ|CiyDzoYtw_{X<2rn#`!Sb@
z&QH#%T29Sxejvr!$<0x7;6(YctuN@EKsc3rdM*U=9@o&@>Gp!fq|fMlYY;_6DGFO7
z_SBv4T!BHgXAv4@!e02xp~nNZ{&ypnCy`Gke;MV7vP--#&9J#*qc7*q!J;1c48cfQ
z3)kb|V3MOx!IEn$=w^HyUj~x?D7WValco8PMJ0(RH=?7PP2jQRBBdAU`Ac6kORV%%
zWtG~dWacbUL39N*e0a<CAl@}Xmuuxudg6SA);A?HJamOC%QYtM=rLhmx6A+=RM`Qx
z&0|+Q?~|@iL~2<ia@-FjViTu0cRWF}IlI1;yh?Y3BBh0mB|7?0A-w6TJk!LPK4s>D
z#`kirz*~$g$W&;xt-}A8MOV_Gc6T!`^FVd8=bhlMXneNuR+ruIF{U4T<c|+)FW^d}
z7;K+o7G*uwkyI5*MFJ+pLXw}|BikDxWOyRn!-4SByp?Io`S*H0fIIW*GyQEB$Lt$n
zs#5I;Lre=$d(`yhl#yu5n8GN{vCQra%F!1UO@telLH(qRgM$9l))Z;2nB=TIQdJ_q
zmG3!*Tu3h1jMA(pEkHtr%wh0JJyx>e+-8i8*B4zG7ty$@?>w9rZohxG!p$Jmt?4+9
zH8RdjL1ZFTr>?47jpuWkqOunbXnDTGM9go4NEa{<u(LV|TEKMYr;&d*DZUNTcQ?Bt
zR^6W6Y2&dOLPMN!_$m{H2qnb*j^Ij=n6;mE^#MP|cp=l?43z*FBjB@Iqer1c9PE6}
zUH>oj1tgfZf>WIL<$;wGj~I$_Hq+%574gY9{P9GBzRRlF$tdWYj5GW}F2QZsGb_*z
zDXjL6oCf-;I8H=-I1QF#mFUz)`Xdf~-)9aL3@o{}zi|rTlnhGOkjd|%$!nzhkhN_#
zeZDZg<^n7SOfOvYV$q-!%&DOXcHKDIr|csOUyy3(jZn=f)UXbEyTA37jj5k0mpfzJ
zZi*k#l{T8t!i1_`!L3J;*V({8RDrJvwzeU5Oc`~ucR<PNi->d&u55<dEWV7F27qf)
zHGkl`$aZ#B*bFf@H_$(>KwK8-_#w&XP93u6cc8BM%(E`WSD0Pb3gr;QUZ+{SNgz+r
z&&q#T4EUsPYf_R!IDB=8F8XwU7{S5y`$ki@LF+}+iyTfW=OwNv%Lm<iS44*|hoP2d
z&_M8~qNanuq2rFq_vK*?rt}6H<!w+Zj|&wd5)u)U5qWpUdk?3wo$8MX<)78#j^{_=
zKrTF(iP>oTG2Bb+iV=I?^CL9XxobU5P1%2XM6uZ<6tYUs#~6Qj7>!_O^yI@|I7`Lm
z=&&?iZF(sjmnhKO1>IbDy>*MiFc_idJv@tk=9Vs6i^Cs(Lv1sfyR}>!vFC1B52IUm
zMCwM?tmEs$!!B$*n(k0Yfb5g@*0lK#vFr%L(_0fbi~e85s#KOktA-9QTRRhFG@OOk
zl~xW8l7Iz4`v)-=I4ofc-y_{Ou6;|Z`3V~b57&~`6uQv5U1BC$b`hdn^Uyd?_%~XD
zB8C@4ns{~>cCD|pbkxE>Qh16*Hzr%jD~-2jQAkGIZyFK1%z9%oHfvNj3oekTEBJIK
zG)7=!QZ}<Nl#T%CVouKmMd10?WO{b?^HAbP0MNj_9%hX;b3c^(f<+QBf^bu4;n#74
z+BO;|S!GxAZ7rr>6bcb0P9OZA7beolSAW^ex{O+qYBgeyBL%!3k`&qnUZwEbb-i%@
zr)`~n;GfP|e%ZMrUXoxD*3E_T_B9_-mx2ZbHo<v@Y1D9)!Wc7lRf%q{42~eTOjwe9
zXS*TfB#XV+3y%7LGK%wj$jD*|*EZwUeZ)$&=FYN;E7?(*a!S6U23>R~FSX1C5i*qS
zb@tB~pF=B0!PmeIZyR?!TG3TI<r3}buWwA`$6a226c5x#ElP&Ibfxb%tQM2=JdT0`
zzsh9n?TV~Y)mw^P>XnahNOU`jo5d(;eR3+-;C{ErKeNsQ9l^P)qkpk4W1|SJw1UoD
z7$*g_5U7k8Tt7@%u=s6ulsXf(ij^;pcwkQjE*7O2L^5?gVlZ{wlIt{B2Ap)h5En?q
zbpMLLY~>M(xEN6Re0ra@rrEh3LzHQ!gKaa7FP@HuqCo*2j$45-O4?X&!%1iQy>q6T
zjjl92m>%4{&LHp_?Sv<@e}a5Jv>9Ievf3oJbd-UR_?r#F!K<UBzInlpneTNzRHQP-
zx{+~I0ip0Cz2}ym?HBiHbSp`wVW5pJ#Z00gP`>l%AEl@5m-huRF}EW2qmFJ^caUhc
zV9zvKumGN~Y*g%kmo`q6jp>Qpr>ke&$(XqEr-Y72+S6c+845^i(VCIz39|hX%0O}k
zw&g#&U96I|`oG&4Dd&8Ps`+F@gB<l41N!G-(wZX|PCkW!w$ERDV7EJG)mh)sK4|GO
zRp0S>a&YhOET`fnucE0SL&<yQzMbJ?>IsZ_$p7?1Typ&0dFXHla!hI>qr~U3gB<#f
zBzB?RV)Nyx^JP~f4FhN5PnT>2)O6U$xFTA4=@*GK#N~HDv!YAiNEPze7FeOl(<;m(
zrnZKa+TqyJ_earnBr^)!zlqWmMB)_ZV}UgmRH}~LQ7&x9vVs>sp~jS|oR9g-zc}B)
z>n5Kz>GZ8K?)QFZ73Pem>F=8Tq`@}9lT<6ylL5U!@}sclJp~OoNG;`5>;U^HEp)4;
zu*K5k@E;lsu^4FfgB;g#&H)CmoJtMl9SpMKO3$P3a-bj0q_|vHfANT6Dmp)5P{Ko5
z6M~)^5Bs2n#Nd&d7}ek0=)-kJ-7f70<%tsLO1!kLogP}M%Y88oY?tzK8_Uqm50<qf
zj_>uKUL7f4(Sxv1mT~}2(o&P1O9eeboTadl>SxQ^k$Ds1m`E9q&yGnZ1o2N1worc-
z0#>-#ahYlsO$JfBXvXso!xM3Dq!PU~%|MZX&==9|P`(Yeq&iXkF3aQN(A(BzV(FCB
zX_0A^n7*bu#Mn39PY-4AAIiZdI`gm$?v!H!)bQ)EbU(x_$pQv^&8GWDEX~wwl8CBo
zbW}Li<7b&X($SOTgK3Z><53c%4#+W!qoG@eV9z6m2;M(Dv%3KSYWWnS`!>Fo?ZlXq
zxEtaW#C(ZZg2ju4Q-=Gx`jduNuN1T1=4mvVnVv6ldNRvu8;%s49aQ`G%~-IwAE6<<
z@dXObD#Y&{W>fzVLO6c^TNKXQQ^1MYP>nd>EXg0{oVQUMv4$i|3|&s_zJkp^jdKQ~
z($W!x+tN~(F{5C2J7;zmIkQB(<x)25?T<j%7@{jHd%dY<H$HwG!7=IUF+;pOS%dl9
zbmd<rJhUVqf!ylhYBbX$StC6eOrE<6(!d@8W#JaBRBndih<x}A&AL(8rEA$h)V!x9
zCLUDWo}=u?95umGcl~^0=tB0RNj{2Kft5FMTCqjKM8>e$98xOI=fbIu?jP>U>*`MI
z>1L1b<Ohb@ZfqR5&@}D&^_w-nF-<9GQ<c!~Q$Qy6W23vPXTW7`=ZVtl@ZXdEZob9c
zUJlq%8}DdN-}|vFsbNM8q4{&m@7ZPdwOz#>->$sW`DB#S8Pe8m*##;y{qd~CuXHT3
zU9`}y7FBY64<WzK_GS%XO6`UqmObV=N_<||^ag%UuHKgulCPnKbihqHdm?$cmF!1M
zfj=c^ZzxsTV`R)|p`*Qv=qh1YC1$Z2;4M(5W>-PEh;DcR4E6VtHGgo}5@Sm~y)rCr
z=ZI2QiQSY_`O{@T75V&|F3a69-^!VQ@`Sf-2`LOTb>d=7XjUh?Tgn0DC{uR3?1Hb0
z!zuHZwTwFWEWcNq9aU{@kVbvt70%C(z=~dtBIj4aNdyRcj0%zyQW?+^SB;#zEakeZ
z)$Dov$|oJQQT2m&kFRZ3ooV^5fJ%RFa%(;)?e3ua#(<6?inrR7L%`hVAzE7!BR*n)
z53@Qlm23X)DLx+8<Z%74RH&U*KEH$U9k6w!rl=L)vGcy!h@njDAwW9ONt0|dII!J%
zPgQrd8G^t%iR?8IIsyd2?sjuF>wYuBfV}UvQ_$DaMy}HK2AnbL49pK}BWUi}YuM_V
z_$r%*heyYyRLRmCfI~VUzMYLod(Si>H}Xd&u0y2H&1oZ<FCG?7c5O3p+Kz1Erb6N@
z{P&&0yt>?QoOm9$Ye^mFgwlwpl*Gk%qznsRDs79JF7gEME*|B#V<m~_96z&i@_Hgc
zD}O63HLOSs+kGrxm_DQ`%deB*4MqCVylHN=o-`#@KsPxWEE2yclGMa1Gto!fb8!me
zZt+KbNP(9&^-2U6LG_+>kQ1>g<99zx4WoyLv<DfdX}V&4U^xCr!k$jNB%k5|J?6Fe
zLB#5)Zk$x<rS+&jaK=Sq(=F3TijZSkoAy(whV2^nP3kLS-T+H+d6V33&WPQya=y9@
z6@G>^^^k>mj8l{ofq*h~&S+C!dg_jp7kOypiC2PXx2|uM!2D1X7|q~DF^GPCC^j`p
zJX#;3x~*P5ssEXSz3^G70s7gbdqOApX{3JkW6{t=b920MyZNx4gg@(I?*&?K6)PY9
z@7UGLlcFv*!2zqK;W~em={UZsF)KR@_Rttu^O<oBomO`jjInyvSq;`UM!SURR`qf<
zDVY4YADKexUKNrbQp@L8(_AtB*okN_(W{S?(3*4dNzBzfiKyXde|5?RA79heIjWL8
zXO1K*a!PuT#Uxq@$0$io@3A(Y8tr9fa9w!l(*y%9bz*evr>0Y<L*s^r)R|<f0dOa)
zeBea)P{!??0wIoZ23ZCy9j#4Eld0xTLw8>trm~sxRkh6dU5l|2aYsj3UQ=HrSVEBH
zEH)3c-b7dT-SMKM^gP+u2bL^2IDlZG2?4rgyU2A}Am7kv!8wZkD*;)!Nru(;G|qXN
zox`)YOp+z#pd#x>x=7t#K5}J`*?p$C_1aF!B}pi>Mf>yfoAfK*nVtieIu=`Y9I@3F
z^M+Unq-N_Dl&ZDp!<Be1<T1KV8NPH5oaX#?vo~n!OKrnKw8gOln2Q#5;SK2})<GLL
z-VRGp#~f7|MX9{iiTtYU8d>8iWwr!bx}A3!*Tx$=J}O>@t3Fksq0X3;!gkZ8%I=#n
zTwk-ZV}UfDbd5g5y_VvQEUYQ5V}S`~d{w|sdxO~t!mT&_3B8(a#IPKwZly*BO%8+}
zB=TV#aE?Ol*yc@iW(FTS-<nHWeN@NgZ9>(`o3`{{%nAlTg`;3jrxnS~g*M%_(QG9D
z<RC3mfp~Bb^q4s!T7S@Q<U(36(+HLAQ&v06qY>gk7$x31Oye#7N=eh--BE<4k_T~1
zH=3dSaprqnZHDmPOY*DSMlffQD%xo%0(ASG5D%-NQ(|LDIM8y4zG*7sK9vNNQ%v-h
zb{iwbrb~RSK$N<PlYvjUXAYsA_vMrK#LjuR0H>MzJF7eQ5@f*BY&sH*$QfB7tzxQx
z`Z?mRNc`~Jkav`cT%TcVaBAJ&Uc)IFeK?{xL786gC*oT!4m@o4wMBr?&lzY+g8Zyh
z0kwctN37D5U#b$9;j9>MN5k}6;+6lFBfqc5^p6GxXP=u5#3y{KMADj(qL;EFJ_P15
zdHZE!QTD7mqcl{LdGir;>XwqvS{6zjzpynh9?WDgzP!K4d+by+5p=oDiCGe<AN@Kd
z(>O;Zi*_w|n7w}e;*&rWK5j2fmlkdlq|5xvV$CIwR4u50L)2z{Rwt$)anH+&C{U5l
zfH5M=TJ^5RFe+9cz*6|9Wfw=?0ft@EF!wudD|-9Bhh-Ye%Gogw$wVM{-Y4(F=ln)^
z;$x5ByQ99NdQZ~~%%n{jw$%hrQ<f!n?!5M?r3Y)5Uzr?c-6Q1-rZ@HlA4*3uxZ)nx
zf(h!fj$(XNT6wnmkoPdKg_Lo?T~fN{>`<xVu7TsR15`LWv<r&(MP(THzay9T7v9K<
z%k~9Pe}ZOaU&kh^A5<16VQ<d$YIB@N&(_3c@@!s>jV#eNrT%l^3H}L}LlR8`<8YR2
zrG42X3%QP8$lHrY!18y8(!hQjb6f*Gwi)YoxZiW<WRy50BkEvb$+?=+!PwxG@1Z;t
z%pR}Fz!ZXkW;bBhuzvpMuy%gMmdA{~`j3yjsav0m(zm3zlu*VBSAyntogzxv2Sx{%
ze3CfbXNEDh*K9WsffjM_OM9z~Qy&wC-^MbNd+6_U>da(3C~*YDL+9Jvn7jo@>gww!
zictiO+44dy-70dVV!#0si>z#zi9@k^4Wd}`XiPQBm`)HFu|-8IGi-S@%IL3s1i$wW
zWGmj4eBL<S&v8rKgE?KwU{p>IR*S>&kofB<LYBLCbfi3Y3i+Whn<+f_&_+&0V_?gK
zk}auG(LiOq#53{74(o>qmM5&gN(Md=g;n@{vy3-~I+^^M0OS;!wm+C`Iu6Dl74Mp8
z-elEqk6l`$L7cWLt|ShE$L09xN2AA|;tnDT6`BZWa0PvfZSHDW&q3pvEwNO4@+7hX
zepE%YVG?M#GU!{Wcab4U1pH2U;}LLv6d&crG#KXllDe=OFZB#~{EjxVm6&4Wo#h&`
zVaOPR_<t0(>yIUBIq7)F|5o!3pB0v={SpJno4seyGYOoz+=HpNU-VjbbTcVrP|eB}
zlit+slHZ}}BHZgj8*fvU1!A8hW`adyW!jh5*QGx;j>1h>^%dSb;CXDH#bStpiaXn2
z;+}lM@{DK}@8oHQdw<h)ZV)UvEcs!ut;T`b5y*I_Md0HN^#6hRLaQe+tR*DwH6}A?
z=o2o_BSu+$8Z2d;?DYx<HqyyeW%Yq1BDf*;it?MexOdv_P$(2o$+%RZK5*d7&L(rF
zKGY#7($%eS9Pyd;{!e5v2Y71i!zu(U@w0+>BJKe*OEA_uSQ5njpEUeDK76iB<qw@w
zVnJah^v6d-A|O|Vp1IWW<onfNDhLEIm6Ww9^aQoo9|VPtP4f+#O#}0_yR>%1e^<*x
zP>SW0kV3XD(r}e<rcsGMg#&b%T>Uoi?Iy`fIKVgw2B<yDt(X9*MOauEO5o+urNLos
zb>y5AQ7u+~xNr(;8cYd^P^qbkFG`qHM1vHd`CQs+l#bh`xJw2IOrMNiZOE_#d)?rQ
zcGP~ss=$ytX}SCMAO=(gVkl&@f(7Qsx&=&|b7RF_s~t0QiK`kF40^gIE@*?LVyHGQ
z-v4L*+;L<$#ug9BY={UtahGS86y@<s;s(DQ2^{qPwMPOXQ}p+RiLVIl5(;9rsdxq7
z3GNe>A@Z?uTIwjiwuMg9_g+@Yd3nXMRFwm;rr;psEvMlg+x-tuC+<{OkmVW)d>u78
zrg>oF+9^*bmIY3~{u0mZ&MFf7!=4)mb`isr7r)K?gifui1=a_hHt<Sz!Q=zMh=qZW
zwvyLQn#Fjdjb^2O8xD}(LGcstzIA-%2jG2jXU_K6!N<bIZBrTV3mmGAlCfpWeoC2$
zjpb6_Z{(;1k^fk07j>qH6`4OjZ+LsqvC*~~2Kr*16!{RkBeCt20VHRu`|~XGwtK;!
zmCuHz_}s#A^wU75g<0R^cYNw}@_v!VH-yqRB74Ok*Z1#e*tWS#LVQo{nt<?O2+J+|
zh%DOfRN&cX41y3v7MWR;>D>Syr{1~Z*qNBjaChU+>|#2$3}#rm0_`|kgOq$d8PI7z
z>5zOYjpw38raRT&n4-k@*TU14C75=D9G+EC{+gKTbkD{sGixem?F**7F-n<f+xh+`
ze5v&EfWqBlJ3HL#pgsHQI@tdcZY?6Y3)X6j#$QbXcxyUQ9>{Iy^A!`2<mM2Onv#;2
z@2&BBvU$yQeQ9uvK`$^#`AfkhVWn)GNbw5mq|WcUbF8inqc|n0nr7MA>LOG^1s+2W
zeQ$8KKHE(&)8h%E6^VxcR4+zI{X~ko>LAnnz&lB(X*lSeZ6}l8`An+7Q<SrGGg5&p
zb?_JlgGjn&_O*bH+7S@{ay+5H@E2SB$QF%1PN|pNI2D>_`o(m~W^69lWP~lL7j9E*
z8Pw8=3;1g<*se8anr>11xHozXO$)EF*;xg`P(!^HhGmP!>sgYrb9S$M-vY^^*hUMy
ztB=XRv1@-g#j@|ycs<#NrPP^gbz|P&dQE6BM3ZZP1P#)}X6gryF=Zrn&@qJNd4z#R
z(11a&!TkcZMi5fx`L3E)I~E|*{L1~dt?Ysx=M?0EyqoK&Ey`>w$zQ%bi-y3d<7Ekr
zt9ZeH`S>=i6!QpQRdOq2X%KE5Ri9aN1pim*yT~2RqgypUzbe_&%;;j&I8G-|k6z-9
z_6xu-0zzV2yG;muz4+~&6MPZD$3V!opxUfI=H0}_SIsPV_CyYAfUG9Z?TQr#kYnBh
z|Hn{-SP$d9DcD+w0{ywwHn*);V@Hr6O1D7zFyv-kxHv~KiD%{Ua@oc<Lh<)3=knL3
zo155UpUfA(qbv__FdKK%yE=CT1&^%1zw_rNGfT_F4;r?<Q{ywW`IG!yk6O&XJSYf_
zXi-<0+GE-81j5YWynVBu##v#?LJ^LhxJk}m`Hkp7ak$KyI0;I@9q(+Q6Bh8yX$RPs
z%RjoYw~-p;j9BZF3>t#B?95h;?9e=%*2J7HFK<j?;OcdDI7d{;Gvl<>a5TXJteDTe
zd!-AN_20CYw6hWVYENt^0$Ybf0>2OJa9-bHp)Kj0Po|Ycv(4NzC!hz7NELL&X3Q88
zpXn*-;tvHbzH&b=FTZTuFz7V=yjk-*k;)?=JT&cQ`=t@_vC-<psro4;O<Zg?PdtE|
zLo61a_L{z2lGyVB-)B{D<Y$YSPQrjUIGlKxe2MdCW>~zGSK$KVnIoMzg2RT<0Wr5*
zgR7=rw4Y1VMsV4;^iXkA<f<EbyR=y`t<Fm3VRL(U=-Y=9ICA8{#<g%*98RhYU=IX1
zpuCT|{1RZMd^~dqN)RH1f{yN^o4b!jq1Dt-<rR;?GXF?%z3asu1@G)zmf(ST*EcIm
z2r+Aot>OI7bH@cwFE%#U`2Z7)Tx?=ZkT3Url_4E<4TCxxa(Lf<*&-Wy#HKpeFR&au
z`w{bjV^1iov5Uk3OZt-g(~w;I>1V(Flf3ii@@_pK7Qb0D+EpRfLMZ>+`U|oxhoU2d
zdHd=P$nQDD2|(qRmm`v4BUz9`YmbYO_#=qAu-xW@yGPXkq%$Y`o7|aezm^<!kFNn|
z&bo)Izt%{#RSAZIz-Vk`Rny9Ol5q9`Y8m`r`jP{G&yM)g<3*&Di+L8wJb#s@&TdMH
z=ok4>{4jX%uzD3<`&h_e1r92ah`(r>s&1N{HF|$+_`{$qDI@C#+?gr?s*R>6>Vob-
zOS{54snhJdHRin&D^B_NP)lLmx+-W2N&?sHVtFiU<DqckjfZgO@2j0gHtjde7Ydc9
z)q>Wu_e3XY>1S<`DP&Bid+l#p(E~Fo71V?EDa7o2#&VjZ>OH@2GY?S=VxFt>k7!@=
z6qs2hAHvhnZpzIZXzS)Qc=7@mfqpoaC=;{DiK~9K>>7qCm%cPagzU@7s{Va@a=X7$
z4~^w#_@9UBYwLm+ZHVfdbpzMn5K#QhM+YcO21a;so8OoHnyfwd0$I9<6iHF%&t<mQ
zY7Nn}L8)2aF9*O2v;q9;%tJ&26<*5Gl*-c{6^nue_o`VR#C2rj$y({D$o#_-d2I>H
ztUt}?R@|cmffWrhxz)p93}i@i1)v^OPyEm+_0CnQh^p_QW*S{vo`&d$cjx`CkEdB5
z*C4)?HE(_R@fS!V?};2&Z&wsX722=Wio3oH{qmoi)g!~27}cfq_#iIQF(53rWi?8k
z;g^Y~6#d!n+~^@~CvAk-t3Crs+wk<WfdUr*JAj<<hB*%brFjt5K1-zS%Wq@cKl#x(
z$sr($6aH&Uv4&Eczgd^iX7E>%u7?wu;H|t?X+p|m94n;DQz|ZM6v?VZM(tXsiGpu@
zN{KpAF|{9fC&8i*78*SttSx3JQ28aIn(@2Tyh3U80tAHW_b2d3M{o1;R_K@t-mETZ
zpl=M8&Gp%w;s^-(1B{0rrw0Flk)UGf&6$LFIHH=hS|~^Hn{oCMi6^<4P-za_qEf}W
zrbt$(1e8?<Bx4mFHM}NjpTiZR?id({L#WS+E;!Bn_*L-UfV)-p4&q~vSwIwjF!z>Z
zI%u4;fkLi=2FY496xr!<17HqnLEKruM~flT(`tIIGwP`TbK3Kg`$U@S%bpTIKBE2O
zcC+fmWImQn^xOudi(iRefVBc%*;D`#L<As`F}D0v`4f_AOlg@PDmQQe<!;<N2UxD)
z!REUpMZS0ze+Q!Qla?AgzUkZBG8^_d$|q8|_5EsD^R~i2cOUD~F&W6qTVZ0HNA_K0
zN3~UPlE#<IBE}WSZMF3T*zg!uHDFa|5;@AFiuZSpsOx9Nz5A>;Ip#wYF&EwYO@NHy
zPq)CfyR$rlmf!XnRLJIsQ#=y`_c2nKRZk`KaJBe^RBWv@3qQ~nmWFn0C`Jlq;fCTg
zWjQu%Wf+=J#W(b|mQPI^JTq%v+6AylYi`LvOqmy28az&p`|wl8ZLQLJlxgY}8peNq
zMc^?TfnF)qlEfacbNX&XV1QH#&?Z7^2nBsVy^=seUKC{c*6sin9kcV6l&Pty5x_7g
zEiL^C@XjKDeEWJ?Np|Glhg5M>7-KAU^sk39V^5tEV&=h-Xk|XV$2bcS;_OygrPYm@
z<L}Y>Z7}8S?T>#9)1TA!vq}WUSRV^j*)F<V`N70H4T-E%vp4ghFOFatW2Go!CvmdU
zrJf%TUf8N1&6%4-l;s-UUPkdPp{9Qf34cwu<3Ar52lWr#$L!b*A!Z8sEb}R&e%5BT
znLQJpO|BC_I4wA_IeWNF7n#*jE%uo1ha}k5T|NbChNVII##+ua_RuO6ZmTYY1N`@S
zKZV@-3wji6sNuoHAbT`TVY|PRMd*H=XMKbK@t42Jb|Db>Io-9gvKkl|SYQ2@V+Saq
zX8@NoPc#g5Z>gE-H63cQKV5cv<lq;zwPmWg*2Sn1M0Gy;aPo0L_+*r!Km<z*<;95o
zW9?XJ4t+ww+u#AMJ0RBlJ#kzwZs4cZ3}errej*VyEN37Dy8vu(EF|;^0Wfk!cRM`w
zVaPDvx8F+gn<g`{(!KTSp%XhJmhaEUV=2szK;iY8rQCa<zAlq1ON0I82dUUbahC`x
z{~_|}gLocWQ`mIG18MUd_)OeBfmN^f&H58>khqd0Z5g9KIgJeaY0RP0r7qYG?x-n0
z{8bb#Mm|B$t8HW>DT6msD185gP%#TdLt~b30-)9N{<#o*xf{Ffe0dNAX2Uwb+-E6P
z%psmFuL4+<?VeX6VW>pi0KfO?>eXrdZqko>c`(Pc&r_n9(+7~wdi*ri)mzVahrTBu
zI5;a0S|#J7h0%P^hn`z|Q9Ht4zSzMr-X|{@{DzwoGxK(^Ti|rPw~aN3u#F~3d{wI6
zq_<Rm2b(@U*mRMQ`bakuQTop`dYI}>{L0j5e620i4g#FN=Mb?nUwH5}T&R9HkWH^r
zv!CJQkcltx2s>v^msP{nR$lY_Jct|m_UOK82VsV5Eb<HYIG@znjzv6`UYyjevNm7l
zPpN_3-k!~ovi#OK`7|>(6Sz_&BL)63`A-z3Z-RvXG3#=LgB<@BrGyH0ZpQMxdMsZK
z=h1;YQ4c^!tM$6Er#FD$3HhL^w10g|`gqe71lKx7%gETb87Fu=nZX@rt-yBVK#lT~
z4W?|Ps|0t_d-s_dD{#`Z%+OmbKsu&dV6T=A2&Mrvkp`iM%i>t81u@LZ_<~^V0x)`=
zG>u?$3^R5@!Zm}!&0uI?mbhvY=z{%kI%zKMUPB_kgpO7kn%hY4(b*p!FHQV%JL@gj
zO+Kz<vl|w`1nob>o4{nHgbnosoElOv{;f7c-KZ+&>>C6I+{u_D(o5Gl$X+V-{eQ^2
z258pknDW|^?xfT~E_6*r3GNa~8Qf0fuTE=Xa<YW?bClsD`QzH_$eWu}Rk!XC94^$u
zwYKgfcwET=?pp%2BI=9&KRph;%^Np-I%{oeeq%9V#kDkdY#_<Z!J%y(6{BC3qp$7?
zFpXB1z@*k_a8Qq?vp-Jl7mo`q*}Ecf&H>06ffecVM-EN`PhO-_HGqha89%0%j}8Y9
zf4>5ehgRhM0a@i*?pYu{Az8ihkIhK>Wxo;eA<19h9SlxOrYQ5dxnhsVjW#PY?dDyY
z8_QJwAr3Yih%<fv0m&gc<;jY;2-}jP$C=pC;!+u+QRVn?Z%pC0Tu$q0nr%YsbVfG0
zbasT3_8VeAbQ1GVjnsZVL<a=|COU_+i%Wcbd;s9AitD)mjCK&(Vq+1&N~5Ig{lc>u
zpx#*NOJ1J<(!{w`dqKV~{b}*%w)^ns_kwaxUNBU?TQER3QqtG8C`YYQ_zw9_R~g@g
zueQ(2hL#pNC?AHzB=1`*#(^Ac{lr~XHN||6rXkH_8hqH|GqK~~^umFg=8IeJ5)rTQ
zj@x0*VuwZrOD5DUv4U67>#tVq5nOpJ6s=Xqe5*>%_{!g(ki+&%k+yfvHJk2vA4=aq
z2b}taiI71qM)?4q;Hy*y3iL{F2Xs902wxW4k2_y{Uq94pb*6N7c1HHQ0I0msAXYZE
z|49%v27(vFLO#%U0FZwrQ5FwviXWDmWhtfU`gU}InhK0-b*PdM(u)|e5J@aj%S0<M
z50m|J))D)_ROT~36g~(K$yQ&R_Xz!RiATGFT2-!`d5DT#S{X<i68&IQ+INi6s10CY
z$^r@#iJ@5MtZ2C1w-A<J*Dw_Qpd^$QdTj{yk_o>=SFeXQt2yHe!zFJlu1w$}#N(p-
zh5wb8epw>e3rx!R#6;L!0kOVd1kA!#ArFAsi4Jhw`vImXpdix;wi|*D00A7zT8lB_
z;T%B{u4PA<#RjV&yQQX$E;te~AX4LbbBqFN0XWQ#gOn-jozDlI%q}}}??1Vtb>59Q
zFgyME^|pW`!C3uaD{)9~`wmjLPlktttMLY=!j(Kd*Q3pdUxE|&Q>EPZ{8M-Zx#5Tp
z!T1}L8~rkP@Jt>Vtx!zppNwj9GXAdR*OujXv7~EW1qO`4<pudCoUJblnIT6EnS)`D
zo0w@`98bUXsf1b)HUb+hQBhHmF&PTz+qZA8^ww9zbK67moa<eaV(5!6<fEj^f3Y*t
zGv@c~@`0Lqvmj2OyM9a{YJcAvP}vz@?oHf|IQU|o9Rir>-76FV=)V({+HA|NbNc8`
za|FB^4T=h2p@Q9hlR1kb1+{Mo2X>C`rL$yw5mtXyqH#d0wGnfNl%E5nD9j5#UPQ{r
zh1$LkMYBeW3MRZ9v<~^k&67F+uy&NvG}&OToJJ2<B`IdFv&{RxDi3jDFJno>tQL`R
zV}NjA8|y8`KF?L_qc6aKjDT18w<F@WEHZzxlajELlKdrsx6Ym)PBJ{fqCJ%ozy6}q
zc=<xWKIR8vO)!UemWZ8WVZTSq`aC}7fjss=IGp-J(M4_JtW^k_Z4{H&{C>KE%kz?l
z=*i*X;0xL|@0z2pF@46OS|66lvr(xua_lS&)TPH6>kneopHhiL6%t3PI*cwE&ve>`
zKkFzF@`365VhF?dy{^|I>8e2>+vOH?N=iyRK5*scn-7)f2dMK(ko$S(>gRKKKztRa
z^9VG=|01GD-Ds-Fl1%88B=|fWA5O1nZ6eYDGy2;yui<wJga0SH_YY~RO?LMW1OK(=
zL$>6(Mz)>nYio{^n&MKD2V**N&lypSkIqA)r*)9KjL-nGKYO;<F%Q782bFRizHBr3
zMT8N1()^KX$WsFLS|L*Zp&^+mFxa33&>T$>F=wl(%?5|C#{iUCAj&g<JY6y!Aw$nE
z#{XgX2fw6Ke`d_`i8}$=(?vtXlFh25Jw<u_S~MiJVndJF*C?@zrG^+vj3M#R;=XVP
zY`Y}pK`y@ewa>DrM=oP<2mj{}xT=f~lX_b-ZY&gT08M)y4$AVhTb>-rIv6irDcA7v
zh&~^Jpc7|6GyT#Rh3Qs_#$f%bPno*<epS*LCy)v2r6>r(+nP>XS+l(xSq+nVueO6<
zGGX%tN^25hDeD39$F(Y{-{ztmzqLo>r!I!|;btT1N~)4_)RJ<4eg6mgy4;^&tI{VK
z^F6zrQYphYfW)>P`iTXR%%r!;&cG_I#C9wE7W1G$tX)Dghv8>s^8CKu7G;f1Oz82I
zJ&=|M$o#~<x5o6kO~`=6E7lnv5Qw@|I!46e@_jKO#{qkLy7@5RmWS#lxQd==mIr7a
z;rUlsPY*XJ0%z7v<;SS|<!Bhhc=unE2C2BXauhhk;|3Q$6tLuwtY6`hvVlP?0DdUg
z*f0fh#%?9Wu%`3ch3S!{IozK17wfAPXCo$S#Q2N=H~=L^Io*`d6pE{e20F%HX0Uf%
zQ{t$Ikf=nSjj4N6YUy@#iC^QPPmKr=@g^r#Dz)q10@_5^Jnk5{{qa>Y4eK*4x!LKO
z+wlGDCplT`V>QnYg8sEZ^;ur%P>|lnJR1$n7_DKpIxKyEopC!ppW?h<ls1;PBhRFC
zbibLO@r|Qr^RAS_6zCg1`C=z=Y>WY6BS3<-xfm?}B!gUYyfAjy5LetP%j-7u6`-WM
zvkUrsO#mc@vBH$UU*{2?THSj<(T2oPao-{Jf!LO0T7?&??_*Zx9vg&ZJ?T3I3jP#9
zqeYGnj<~qE`*xD%*Q~4~k$3_)6v}a8;}~}<wo=1h+#0cXzvJtULT$Uk?>=Z>!$1=a
zwfz+~M1R>($QZRn0aY)j`7mB4uPY)T8<mok6-}U$C+`sSeQYrak^NFCN=<dvgjwK=
zZ3saVC(i53y2`EXxfWLTGvyasfb?rT$cf(6T@oa-TL-%Uef<P6qLz3ncOw05DV(k@
z@^(ygI_v^k;0pf)kn*-2RJSeDzzKgqHdV4gIagwjJ1os$uLwq74P}L04_Ug;lfOum
zSg?Tb!hJ-r26VO?>rFbG(CApODVB#{vr;_<L??Jz1BU6+)oU32WAM{Bn^>CSQ+7#<
zuvDa_r2$_`2$1w_+&r|_P66U;Zvn#~WOvz*h08^?3X=wMx_`uJj#NHxZom0nyE*eI
zwU&z5<?H6h!el1H*x4%Gu$PR$WsGw69qC27MdX^zHyHxm+6^Px^;?C(@INz4ONryC
z@6DGET)qNe#&iHJF)4|Rni>vpSzKGC#PZP`P9*b<*WYAxh#7`|MmUfjAYO2{g8C56
zl^A1Oe-y$a73%zRX?a<1Yin!$RYU#qwDz*G<N(M`^u(Y^mx|DWB_Khj=g@r^vtPH<
zr%xxLr3S3%0}?j*;qdbguUftDoGbNOG3Yd_e+9llQqt9pvS0aO4Cu^g=;_6bjmZG9
z(z>~J#M{t0w~xVY;VEI{Rz6wci8hn=18|e>eQ-4-2)q#~?S)Bi8Ua5mG>+fzb^{Jj
z(=pPwJpEPldzH6*O-TtO;sdv+YvczAuf_%A|1qALOU238B3;a6_>X%pi)3WN?Rh~P
zV^@Eq-u9WYMiITSu~DlH%ph>P4g&#@+%0gj3?3we2SP{?YD9=jMmGzo$r=?OYZtQ%
z-z06e%#}z0(jQLSd4Fs=4WsR$r1=&n3P81_q@?5z@XgVI;6tstBRR|2K4S=})WN|g
z1!A)JKDK8qE5*q`-l)1<;8y0>GlPeR2anYh{<!_d;1y-0rKQ;?$C1K!t3zxvCY7A5
zU1sNFS0RyU*B{yxca^X2_3F)0USY_q;4s~$x+~82k^*BAK2Qq&zlAA^6w!bBgNqm)
z#p8i5u1?};YcN3zxJRQ}F9M&<eEoXKLGtE!g#{RUWI&(<v{SeZe6&nY_fKn18e`ED
z*pNGFvXJ&FnGps2+j)Z{03Y;-<LU>G3BD}<W&MH5gZWR>&!%KeYog~uH9iI4gI5_%
zm2R^{g+`SlAkAI}M1tQv`TmswzyST%WgO(UXJ`E+CV;hGwVkuo`md<t%l<S%NJz-5
zKm%Y5uh3W6SjzO4mzQ&=1iuyxAP^Yw78(P~gEEEHXVTnp`&}&0Lx=K;&nGMZMe-|2
zJ3bzLRE!yj<p2WdMY<}uTcC^a07f|Z{Mt&`iSYSm2NFQVNZ&32WRrj$MoCL6{CK5}
zPlcNa9r>*jP+y?Iass-;WmQ~3<v+*daH%=YcKr`>V~AUB(<$mS&T7D7H(|>PYMv7O
zn$HapFZd9?(~#I-^ltBB)$62DpSkAG%>xRh4mF^PDhb#{FJ*wh{GXeDj(`C?Ei?DA
zU->`bJLzYn|4}TV5%24_Z-M>9UdSImemrB8DF|Ea=2OyjhqFdH5whDrflQ+&!>nTb
zD}R7?EJE;qE3WYMwRQo}>kVZorT@O`l;;1TR>S{!9Amf}6hsJ6iU9(t@qBTlTkj5c
z+_2XX3Wue_Lfm+rEkI^?<L0-k`G-;{ZpU>HupIvABmbKM1n9t?CJG2ei{`%OzJ0Cw
z0NSUc=jZ1iEh2*t3}=9&vpGF6DH(5+Ct!sxdo2g?;S;cR4h#(;{w84ssz7x2X8|Iu
z*Pcw2YBjXJpTcpFWQM)<5dyMMfaXFL5+#ln1C8xM=S&5($+GZ2d;@|H^_Rr)i;Wyg
zzr~3r4QKvm3U-yDSdB0M{rpgZ2bjH)iUB|q0$*!ZgiFXMESaCOQ8NMLk-DYg-Vz~L
zVKL#?A{Js4lx$xk0l~-DFQW=TZG|4y0!DEv9xSwA3(|ij6eNaIq4WXDH_<gQf5>5z
z)rUg#;C|BAsu%h3|GOr_CqyEj|Az5@l+B1Vk<0;{VvUY#Kzm!D8b|rBc!8AGd(7$A
zvIS>1)H&XP02I!bj3Wm5zfzn37h!J!mDLu#{k{kiB2v;Npdcb3Qc4L(8I;l>-6<%Y
zQi7C7D3XFA-QC?G-7O)Fq~x7j&;7ptt#QvdV;uDe?7iL<bItiYzX_)VXa#GYhhG2p
zS54rrLc)^pZ1cg{cBn~j(#12l;(URW9?FxLSypFlB(L;nB_q!H`ahC_*gP)e!RI?V
z5sSF%;q2RG5coDOC3u|OM~rV^R<8XeHI@YBgf}9n$jHcu)o|o<##Vu7u5|7x5>PTq
zg^0VkgQ?aPt_W6wAO8M-hS`@A@)ZkF8h7m1RFQ1QwEHnz_36Gw<>~%70!{#az(O-4
z&c99Jipqs4NHtP{arMqd>HL-0`>#^YM9DNgZRVS2@jVW`so?!o5YN<Tui4K+OGz|Q
z_)7mz^Y4N`OWN7-?61MSptY+@qQIzY!a0JiRWf)c4@d_oY*QgR*r1Gu&+3km$VW%A
zKx9VDG)_v&Bqt?Z025s4a#G+A*t1G+5)=6(|G!QZ_zJ~RhEzC5E+gvva)-?jDyvd7
z_+r%G2mJDu)^<J&WA-Lk-WtHs2LiMzDLI%gJ~yBqnrqdgK$MH)Ws(cuL+EhE+obO+
zPJ2g3SX310nJZu<RLftd{dUuG|6{njF-Zk88}<z;cXwepe!RC19-M5UGs(vK^IDE2
zI_)fy3psOxne^v!1wn9lY;o7jfrNY1&mH;-OUiRBpCx2DfJJ9M<USQ=s=<BmVud<{
z!RPgK{$1ie;?HglqFA0Nd)2r^_Tn|++3BVS>-6_mOWikFSn9z3yoGGZZ~z~+$+>&M
z`=V0Gu+PE0J_Ge*R<Movf))C`3d<}u<e{&IuJ~Tpt}29|J`4K)4-ZAr--Kl2cu8N?
z+&;?8&JOwU)s*^yJ2mWM?FWD0n^12bgv$vBAU98NjEleqfB->s!NUx&0CJShRHakt
z;ap&zZUg3J>U%$?o)84bgIpmo(M14YCznPo`=zDLMOs6$(`aBcrAw0(DqtpWFUDB=
zo$vo~1@6m#P7}7tg6!-oxMb|&Fg4)HiojN2Mqz?;-SY4=Xe?g;>btl)obz#Nb@x~Q
zf3y_A|BlQ+7j*CcUZeN_$B^;4d>HsMh*6Zz{SXZlQY~Pt^nSu#hLPZY!~)2U-h9Ij
z|5dm^cmj;!@ur%lW)ScJCf3Yh=Mwo5l1=vyvcg}^ge~SjJa1Uekov;;*SEvp9UR;B
zxE#pVh{PV8kZ3|O5)cohYz!t#;kzFF`VP33Mh)vKUxbJN=WM<b;%w9fQ`>A!Mtb`D
z$VkK0ctG;tBHz5;-;aQ!pF|W71!)ZTotWv7YB^imyX=))VknXGv(r4M9V5YmiC5%Y
zMwh`lYXjc}J8KMLs`p`G^i{@>AHQSKxDUrK6MXDMKd`-K7;O1(El+hn-|;g?vmVY=
z^FBZ6Id4=_dEt9{e1MKRJMcIsgVaOu1{IvCV2|J3oTiic%v}fLQ9r#tRYkS1umDE&
zlD&T?0#S?~5%PTN>m}38d&AnHP@QoFhw(kPBW_e8*u&+7_9A|}0er!4FhfOubE;~j
z+D!oYEke98esD|y?}gmJAvvYr^p0dC-w?MsgeDM7tG^HbZj54&AKLKSO31s+1u)-n
z*|+G7=E8yp!toF``Ed>TQSAr!T@UYURPM+^)&m_`=7_V~1L!`7y`k<HC`VA9yaf5A
z9{lf{H*bnaN@9|7XssO{|2<*DRJkJ@qqDCY$~}3~02#orxVT`*8_htl^svNgatnwf
zGYH8C_P3c`MoZC0qXFVgt5Z+mbly$@d+?&H6!2+OVsXGVz6AroC?Fs(w*yzW*Q-Na
z!BRvRbw3Cyqam<+O4-NMyDBS{jcqpH657Jy@#jh9+0iNhH;_YiC`UW=EuA}g|93eD
z*pNh*O>Ry-wKtK*MHA&_G6`S44POQ~D_AL|i=WM3t_-kTy?PZ=kr)5&yO7Z1qkTl+
z6Cy76MI2Xj?x9!d{mN(B!Mfq(=9+{9pnf}>K0o$2+{^I@&Z#-0oc1^uVlVqi#BDt_
z5!^zEQJ3h%^~;xs!<kF%4XIb-_dJ|Ad*9m}gDOeZMDuUVZ3aA#bc&#sF9Nw>98-+h
z3vh*0g@h~YkqpAt@TAHnH}gWV&HXWKibI(%!9`IY2sIO&#*7HCCaG&7#eK8r$d=)!
zuZfm<CM<tMFi-1oVk3BdvV*J>G!(K1PY<R;A%42eV1Ok`Fmz{3g4yiSH}N4-qTnZt
z^FH<?=6i;GJ=q@%y|wCK#=)1h%rymag5K(7l;_^+@O(+lDH|ZC{9vCN4Q?S4PZqWF
zIw<E0C%HLWUXte$^wGqtG*dX1Aiq*oTbVDwV5qi*MAQ;?F@*mE7IVV0Ooz=Wh*s)h
zHp@b|Fw$sVv8)=NI#%x&LOe!L;Z>><w1PH&^ir(#_eyh9J5yd>k2wR3FrWdF^it78
zWM!|w<}vAbU6lJ)WocjtPe3Z0MeDsZyu4ffF26>eeiM!*$|o|M7u%tvgE<40HlOM9
zvx8ac1k_7dY=VD&hJWHV{Qzes<u!vlW^v;7q_B2n1)K~ppM@oiH}B^~Ki>%){qwj;
z7*w2IeMw^fDSV<XJ}KB+kTB7jpMNK5xjK}kT5LgqFh7Ldj!-D!<25dDrOhEXjZ}r?
z`r&6*vYWa~%OZOvT4R5B6)TGa_xr+#30>y0@N9NQIy+sz1$%@3zkN@1Y<9=dQfub|
z%s)1b;zq<@F5J=HZac4lcO{3z$R6Y7;Pi*O)K`v%Ud(kd{v}xv8eU1!f8NnxmF%wi
z)L075u#D&Vd8#b(<jlNFgq11CXEi>veWYh3<#~5U<1V?(ZRss0?zuEPn<w&$aXF6j
zGu9gTI@><3vFUgp>{}%&vr&10tX`BI=}H;$FJ1)0&QJ&}7ShmNYCK)e0!ESOKUtA+
z)=Bt{ewT5kd}yP28`o_#A%Kgo%ECVprej|nYbWf-8~pQ_`-<!!CNheB#{|ueFVN;N
zLN1wc8FeBGl~CkkKzYjF^dV%FoB^vX1`5f414Q9rPrOi^tA%$W{cR)rkSm=hLu=h1
z`3S%rz*yJC*g6)EVIkJAesOT)RH8;DE@#d%d6+!U<<fxsB9l~=Fd3wvpKw%hpBx}N
zKC%UNedf96ynB<q=EPR;>~OyQfEB7oo@nSuG>-g8zG+u3`^_mDn=XU}5<twH1QiIA
zsmlA3p|rtp!N0#RD_i#@V;1Xu)S4M7$MccxQqE%yB{}9Pk=xEL6<HCiJ_Y_`?t34l
zQsb~udE2dpuRM~cGdfj%=8?N(I#Z6zjFXsC52ivy_yuPBYz=G%ZYM1sCs>$xlo%)^
zZR`!ts`SSl&L+ff$Ej0`iWPDp4Hf*2jRcm6#t~iu9VG}+j%vOE&e_p$4FdtTPT$u@
z<UD3q;X=6jGh@_mG7?RMpq7mzYbPRI*;@ZY)S8r?B@JvD5lmDC`z%R}M5nTE`3N4O
z#At=Ztb%ea@lg=}ux`Gl>f2Bz;hRqTGWc<v`I7x+&TkhIbcf%nL2SxhCY4rxjdQ7q
z_WNsUfC%t8*Q#+Ba^K6)_C4Pi$zu$m6-sxl`S#?a<jE;8c@iOqhMXvuE?tsWQw#Wy
zf76ny+khGnxU1>9-GrcVFt1RXZ2D3g0TZpY!{kkjw)#?fqOJoGn4R@t7;n=ss_qT-
zwpY4&+yL4V>&Zk~!%h+=L*Q`8dn(qWV(pTp)Zg_K=2YRT*!QifpFb>UOH0kH%iENz
zaK3GFFw)zm|KztS_uIH_lcqOc=|9ou-Mf{#u(+tVw=%dqltl#r<u)*uk`fcIot&0T
zy9e@GW>P6BD=S|>sh3#cp^z8oj=k><5CmRV87(c^^4Gt-V7tS;SOlkq6vlj3dV0Pl
zQ-R{}kgqQ{9<x9Iakyiq1NG6}RUALh=qC>PEB=C=Cpvrpg*&v7O-`u@Sre&zyHZcq
zQ@t4VetuElzSE{EZl*9wSi6dM;+MW?1#QCi6}CQA8$H3#gL;%*GFk)50=H6SAdrEC
zTs^p(U<5ILE-fL9I~<Q1$Ob_*xTmkmyY3qDS?K;q6x9_dg~*BF{(TDAHiAlvVdet6
zCUHv(lpHA*3$eA23B*}@Ug{BrE`)fqae?C3XDUt|(N_r)sCYOv4*0Azz4^GD%I><o
zW^RS!YgHW{=d#-JMk%<AV&v!w+SXf7vdv}VHpYJJik1*7I*n!*+II&#P75|>f}eZ!
z+83E}%ra<52AV_ZLce~!egYa@5vcXhx~%2-Z{kzm^Msr3cwZGW#OII?p+-WUj{E<E
zT@#ss=42>JaEgMm`7DkAUa+b&$98+BluNezwa?M=Rs36&=(pCdZdNb)$uBPos8#W0
zj9%zA|EAB9i-}ff6*c!cQ3pQz<pX73nv%sYez4icOTDiwYwIXB52>J@0y2l=Qk=sU
z1dNRE&s@bvEoYpP3ERM5F0%h;O%l{A5Rtrn(9_x~@*knb<`iPPr1&gmIQrqfL3lnP
zb`@j0`pe|Z&Y+woSJZ}W<Eqb+nwjAn|8ECGIh~aGOGcPMJ7Z<*rjq3P1G3v2=2qCg
zR+ZsV#zdaKTz0rM)~2L+n7>E6e#}eXRMl;Io(tCT^Fxao)}8lePL=%l%@rQGufqGw
z%;K&yp;>1UUGjYi+>O70qV`DEu<&r=Z8r!+d%r#+hCKW2*nBg{OWow)fP0X;;5%yH
z)NSLek@>@rp+^F^us1&<;m_$rJo2ENu%vsyEuO4Es3lPR@`I{VdsE+)M|*LKW0BwS
zdSfn-M@~zd<9!-#PctzjYTI}sF<xK%t#zL?_W}M5F(&eyJ$#Oqx*bRv+suh0IXBQH
zu!B{Yuvh>W;{qsWCH}wQFq;&ia$57~b2M3#vgvFD;CM#4ikxQ;afxn)pc#boSobQZ
z`A?{)Rtau(&NS)cez)m+E<3cOM<HCd3{R(2c<m!8$t|ghrC{`~+y|*9Bi4JWHx=rY
z$Z-TLG-PSw-%>nrz`1BpvGaaBT1U_K<I&q;3@M>_(gEb6h^hs^7Nc+ipEWH4phQO@
z+ULVl_aIs!N<>V7#LzGmSekE;H1JkqGh>Bl_|@mPeLi@KYG24LkPjp^;=mVFn#hll
zR>X^Yx0O6LJQ3oZ(w8l3@=$!fw)2ANcWT*7v$yl!DH%t&d0Tc+(5;Edztm=4r03(R
zYoz2meydh_{ocxUVIt`VY+gzPwFA`#(AQ*=N3>F^&vT3_zX2Wr;a=4=))RE8uXVN^
z*Pd~!S&zCftVH)uO<h@LA}XeqmC2RFEeNNSEV#EFVnwad`268gbA9?js(t!q#S5wQ
z^_2)-@j_JEP#{^+-MkPbW+Hn>PIT{kbnnC)@MkW*71Zjwq^(6FG9k%5-MUE6ffGUr
z14I-6vS7*m?nXpZ$C-MHnu>l&a%2!qd`&z&B4!^usg1IFIeGFLfn9Y*WCKfZLc09Q
zS3k}nEoE7b_m%uH`}_9XPs&iIFR-H%TY`Nf_l#cGf4xRJr47&XmAA3`!cU&8r-FKe
zk)$NHmgo|e_YK8EU!F*1RZH$~m}FQu$F^gHr}{6(_?bMO`}9vGU`_^ig#mr4t4VF$
zneUlmzD`X1dDlK&W1f*}eDvlf8awbg)$^zGaFiu(+S!V!(9AIC-sDL3{Z(x5{N}3f
z(@)$U8T#SMncP)^){>;GZqsdDA;c}ewR-&=zfp^v=nZZQeu4-22Tapfbi2PEWcV7t
zpvPR=i12POg>`jXhso?H0rg$T4grYqu;$?xf+?pZ8jK5Qn(luVP%8!4v4T#05h5S`
z?{SV&$XvJDaFtkC5+W8EFa|YZh)nJ+v9#yJ<u5ogu6e@I_Vxq0_*9fkA;S`Bvct0*
zQJ=NK_>%YCCEc_Y<zy}G6+;)4#s*C-{Rf-wk?tD-s|7R+%xp1_siMp1T&hO*Khm(R
zCQz7LhKw%pT(=C*%uM=Yv@=B<zw60U&napNnSj~zcz(NE?tsP9gXE6%<Hr|J1A~LQ
z^*%V+&9}{Oj>N46F|m|5R3H5|57z)l17XVrky9NtL3%o{#u18MjO$D@z8=9}v^=(#
ze_>@^X(Fid#Xs%qmbz*5%OoCKt2{1Kwcg#78^?K&p_yecQ(k`h`%lsl^=5p&v#nTQ
znscMYKsMY_4jngb4qb&?LQ+QO=eAXrbk=5KOW74G<w=k1b&uaDP*F_E?Yr{cEHgXK
zC^WoXbl)gpX~8q+wxl6R7an?kvYf}9rFohcE3X;cn)n~X4N;5|1#BhcvR=B9p0V}z
z!AV_k3ooT2DN#XvVkAv51r>@d!n0q>NfJiAr(n*IXB`|u@!D4FQ;^Y-0@?{<$hkOi
z)>Pfx8($6IcnhOrZ#9`saB|K?eH_B^eVja5MFN%-=lqIMn>qhzwhVlcHWL@hD^oVx
z|2QC>3hM#UXN->-zZZ41edgNJig@~fpeU^ObY%P5rN>s+w_<J#ZFdI6w-kqUs%6@}
zvZnEU*IsU*aS_&4L^qyRevx7m+@3%=F;Zks=DfR1xcw*lMFqj-cd=18N)VpCALQ=}
z3uu(CnDN8&?5BLd_+=nqCi&KdgtG&XX^Lt|;!d3Om1FmCR8;UqpOW=RJ}D%C>xqqi
zf}-MZe6TZfMmL!ecNO3(a^GWaRe34d9~d2d7<JB1{!{GIs0mcn8}fegbQ{efeh*)3
zu6^Ba3}Q2e<REoU_Cgd+s`bYY`1Zan1RAnhRBabdevhdYE+?ep-D*jHPCwLEYuGbi
zqyV#K!qH{SsQZc3m!$1IAX97&9Bcb@w8c<W8kncOWAz#X`Ua=f#65UTEEP?gizuD>
z=3pdM27f;3Xpk(Ll9g}E5p6G8tTSGOmRo?W9{nRI{(F9DD`x5P!Hp{$Q=KCorv7X8
zh2{FwI4HQrmb^aEmF(}pHBH=Pz9nF^A20bSjhQvq&V0$gY|Vs6CGoPK&J%P-;%jj~
zHc~H*tZlRQ=#!;7JieRZ`=N?4Cr+QlS)5mRA{UQX2p?4v4Av7)JMk%}^&2bWje$~M
z^0%9a7oBQC4+K6Tms?QeNJ63l-1lc#f3uYUC_aHWyZIr$(9dQ@s*AE?1mvb<j(NS6
zI_NXaK1L~8PUxEZE~lLH0iV^8O%SGk)cBLZGhF|W9_Dm`QvnJbdCAlbWeGzduv`bX
z@XgInUDwLL<JW>Zo`E|;HX4nbh7+!K#9Al9Ba~0_^_>)=M~>bPhLXsw5v+`RQqAc(
zhNfblOBM$wNoW=-*p5*@l*|l&vlGuuIluGxK+ozIpYH4*aNOSU=&w#)9qD>jSt)L~
z{mAf@^26U|gOF9;IX?Y#*YFYoJWfx)g}TOk0qbR7bDeZWZD4SUM-&YeDg(VK3#ZGf
zit@&eTUFuZSHlsb`8;>^&lj*>%86b9rxzi6NM(7(zxaBbv{1=D12S8H;(0rVZ!h60
zJb(Iv{8K-FI^D0lu?>ray|`mR3?1-Qn?w&`csldq;U$-oAa5B@AuZ9itQE#<w$!fw
zEvKO6H>mw3Zg(c#-40rt9xc~aeV{Cq_YkF3nngFpEhnm;|DgVBvY|Th^WtEUUCxTI
z0BOPJfn}Bz&BAgK&n#qr@y#+W5_tN?>{D1pp?2n*9^FMhIsBS*KZD+>XvIcoh7HH0
zd-m(QDQVn>z~E-#j(2#Tac|}teVU1h)`v2d4?vvP2xMPzQ;EzG%I)}Bte2Tb+^`xi
zlTmV&U2?ler!*<EE|$~%Cbehe4wJHd=Us92Y@OD7F@D&Q?xqq1KRymFdE1J+sM)?e
z{p4csvx!{bo`xz@JnCql`M6<vXGKav;07hfX~CaO<K|+8P%V+(74hR(smhRsP9I8}
zTl<t1IG23Smjp#oHRKa`IgwE|d{2~H0tt<#mA>_uPW9t8Wkezy2ZS$<P;AJv7`;m^
z?0WAOiQ<bFaa5s}xvBO~nU!|esvOnHBaNf;&~noW3y7zsL)VsjWUGF=KLA5-=b;YS
zfr*-ngTNokB7M%Gz#p9o$v0JWu{|GPR4&VxQxT@?KJ8rlq||!(Ym(ioYL%3mF@Bj>
zIt?i9Xng!EDNB<4b4Ku(Mj_fj-2qSQv~)HgD-z&KmBU3hCHH0}|44MpIs<n#h$c1|
zv=L=7H!|iWLRV767Tgpg&~M|>`%%t(NZbcA6*XirKLPj?G;e@v4DuL|<{amYQ|zUh
z?D#d0Vx{C{o})r*7E4-tp@d<&e;^qc+d3po`n6x0>iQG(8yc6z%Pwi~0X7p``bJOy
z6|Xo0-VKfzzc3N<CsfRY48dp|_e)piu5+~yzxPcIo19*m&{IC1l-Ki4^P{xMKY?@k
z8CXEyO8mml3L?Yfin)aHdzJgn*7G1<EA$Iy>Gjmes3<+SV}t%UhpI%5JoAbe46WpW
z?Qb>Nr}@hBRB6}&l@2_N(gihSY_<#<jFH#k?ppr%`bXm%+Ea<Zx_xWb<n~lERV%W=
zJ4{wSuNAsdbQeF}rDZ?A``@!QW+cZP+Z7fn5KT_M^Xm<gw`g`5kx^{M%MsR#t5A!$
zH`TVSXaD?5$+y?_nvxF%{`{Z|a2f2aB|*rVtShDA{>_$*&vNYezcZ<^ZU<+Md}+fl
z&2mjDU!Y-|2Kx!-Lh%AE^Jknsmj2g1*YI`P*)d^50%9_mYD&;Dp^{`t$onIMqGy-%
z=YFQ35#XvQUu6H@@!jiPv*$<ZSQXhR*Sd`4w>g`H!{myvGG|A}k7_q}C}_JXW`!(B
z1?HJ(%VHz~=7XD`sOQrm<C$Y$5Oe7P0if7lQA&ipieL(IcgbgBc%L7Z{8Z2e(#QLw
z#tMpxJ}O#H7e_}&tppk9U%n!6261-KVqM#j+UY`=KTd6nPxcHw(N%5LeI8N^cB$4x
ztFFq7=xcFn7#$5E^n$2eFm=pXmxR8b`xZ8bqq0p@nrV?9#EqH%bH>?V=b{GPb}C(@
z?eF)&0G$(c`tmf>YTt3eVNNw}2`!U<LwsK1hIDbHOjBvysH2^XTBF^q_REY*sU79T
z^{2QDT~a~RhI0XMc!9S8N%8(gg|p#7wmabP>~I@$Me0?~JZBJf=s;o$k?SK>ix}(b
z`zLNdIMxpp^1J_PaR#IU<lH6%$ZbROb+3eMRfu`(KwJLFTS>=B_J?*!4tgK@GDi1y
zyg7Wf3|PbpsS;|^1W%?V?J|zCjl5sC>%BI;XNtX9xc`y)Q{!_K0U>TyA;qjWTj<Jm
zWTsV>u(pXR+jpv|20_R5PlNoy0#=>WOZW2vdXKvHPa`K@YuaCY5NV&6pN8@*TgqQt
z&f$4QL?l-D>S_=B$EGJCnAxTSu}S6Slx|16bqLcCkOmTN4?uDGHyPZYaOM*mOO4Pk
z5u7yQT!3l;zw(t59jsX(G59bxXbk$Kv8U$=QWhQE76^|B`#fnv@H>RV3Fk*F`H!Ty
zny2@=F2{!U8ZvpNt(7G$-A|k3&LC0vC1AB{C~zU-mXQy>f>S58_O`#>mB%EGd#2xG
zqtTYC-j4qMJ!S)W$LwpC`}cafnIyUK$4FWYS!x~E_3WPO+84057i2hu<j>zE#)p(I
z!n|$S;L&Tu4kG9DItIt`UjgRy$s!+8gS&uo-09-$1(@;)7zY|GOC}dp?@x%Ye#$?I
z&csT*94WyQC6%0Stj3c+C=Zh6B(vK&WLHC#5}IKZ0~n4^z0z+KCf=svg-?`1D!YQ;
zLv%XLB*fjMre&31h4U+Qt2SaPwz=yn%@bu@eVp#U(r<O&i7E&1lV~GkyN3IPYo(n0
z-LGu>b-D4?Nm_%Sc?Q(?xAKxC9q^9VC>`PC+?M5UzZb0Ur4AMPd!<=X!6H7-MS=3z
z{t|e<e@V(cP@BoF{QVe6%33#5<ACrDH`FWVmWorV^ptC#rD7NBCo*2uM!k4=JCxs`
zC%>Y$om85Hr((q`gY2tQMJ^!6s5AI71eQ8Q(sfbKD|+nau$zOF#RnX~E{{Vuy<C91
zoD-l_e5peJQDJH>%ZH$LeX035Kbi=oAmnv;q<rwEsaw2c7GSkdEXERl7RzN{?(p$G
znc!9U^ID<>qU;(qdaI6_<X0T4c?|EVzM;a40;deng%dr7l~F-_0+nZM>9~XLa}rV%
zgdsR)S?Wb%5)v23N~}YnW@@Yd9V+O^1>wRJEy#UQaJIem??GgPXCYEx7(z-EQtdO>
z^HGT+r%USXP*=sv6I>w>3jFxw_1O4I?@=(*F67BI@fqS*%i2#-XCbbTY@5({Z~nz-
zfRpQfh2@grYY#WIHzxX~T<U}h(=2~<RK(M%NLgD>ZWU`Eq3Xtp>{~vV826+|BW1Y{
z!}(@40mhDmLXvyG{8)U><TAXf!(JxZ#$s)Se=|2!=$**_yqHu{g4<!CbdB#Zn$ZCJ
z8s_B9n_N#ov8ctt)?mKm^Fr%I>OOJti;4ILS#XUlhV&fBdiYPKwXWC-{ErkDf@hvn
zO>$PWOhUQX<E2+PGAfc@=q+$86ZZxz>P8bIBL}Z*v4z+$(*<7ph)(;rB|C*gc9W)+
zD^(rdLRZj|imn<JGBCuDGBWBEw44}O)HntPP3k|4y!r^_s42F~>b=S_g!Nsty=ht*
z&K8CTtuOp0cMWd6@{Tt6rQWTR9Q@Vf<X7*J1>}O*dbEw6d;XfW^zXtj)G90!WH`^V
z4@EeBaNz*OG0E9PhS*0ExCQ%Nrtr$ozYEeeo#h{2WG9s$L!j(=6rlt~*4Z9>8vg5e
z#WA47iHNvb5@?KL-&gH4#IH-qAj4(I)O0zqI`E^+TKWYHxkErpV;wnIk{Ax72B=2C
zV`vG8FZ>zB_2}iqJQS&1Ybbf+TE&)qymE3j6@7<rt=5uHm)`9enztsof$yRx+4*=r
zS{>lUI@B!DRFIoK?iz7N!xlI)8Sd6BrvkSzOA|}@mpztIy{yknQufrB$=~|?Sdobu
zYkAtqQXra~MQz<~p(KI1$*`8f{M^!IUwstwsLB%SE7haX!~UHU%hQ+obox@n(K?n(
z*y;w$J@w}3>oiWA&5PKw+|+hVh-d=D(+VJi0u`Aqj0MO83c^GEuYnQ}@YPTOQd7MH
z73F%UuiAj#scc`fq!)h%?!n>|@heU`v&wK^<C(ml#l(-<IlcfU?|<yY*cZM3Nvsbh
zy}n3WKOI$|T)jbo@e&-H;&?x=c|I?4o&0LDbu7;z&(DUv9ilBhilJyhDiNra=}kj5
zTAyn0W~Po<Ry~C$K>fP-FNYw~dtAlZNiKGmzCwcc2O(QVnB*ga4E;js7#y50AI7A3
z79&WggyTJL_wNQ`h%$OR;7ymE_qL3_Yr*s<TUDreW7K<q8(Eq8c_{F$nq_8mVuQ0{
zB^#Q1t!1*qWi`QKD{M%qvuRgTBZ5T8O6KX*U4VL5l17OYB2WN98jKRTp`1}8QtCnO
z@+S^zY81k!yU!89+l%tobvf>Ptb*H(#E7V*e)c{{!^jEEv*@|(U&=<zrqRax)n*EX
zn<eQpI;>r!>gW|pmQbv2d)I!1{e#{pUrUf)o03s#;bySRgT@S|(JN})hY#<;=oCF9
zrm69%?O{sPD`<`Rr01r2t515x=GhbazS{vSBFdynF=fE}=TzDX!M{DRqDrIDtDJhf
zFP)xVF*HS0TuMpV^01Isg)^JXG%on^)OWCO317e<P&pRd@Z<E!9s1zAPFCrDyPtbi
zVX*mkh-#M4umb0%F1l6VRG5T-q1ohw0EJU*t%9f}OpjUp9z^W`#X($LE2M1!g3SN9
zu%HWqul9ozXyAg3(wRm98zPQHdK%~e#xgZKyP3m%8yB)nM3B*MhMp8u;+J_yMnbyA
zN%D);jL1w1W(84a8@qoNwBOdSQm`G=UM<Tu4-e>7_`K+N?eXnS$s}I=hu=Ly!UedK
zFGjk>M;EIIt#H+6PWIN=(>CgFZu~U6zNdbP_j~-M%KYUA#NP<RM;W(+D!+%c;<|*r
zv#2rfO6@;w%q*@q3EM|6U4M7GbGndY&Oz|aqu1O`{EN9zckVqL`**GNL4S7aD!hT&
zlgbge7}e#H%u`9<iZ>;(?{3AupWkJTeZrq0{9A9L_9qJo&Y>g|X8M?Fm+S^W+ZDbR
zob#+4GklSK{TW^S;D(z<?hd_%5gox5)P`M*7FQ{e6dnp_<nNH>wlz}+TGvJ_I#*95
zq^z))SR#qw1o@)rlsrJ2r%yK=4ktI=jZ0dy=f!`hD745v*&kO=Y{Bcsap@%={exO^
zNUe;*`7*Vo<WfvAY&VLLDfLPaxwNI)^@VT*hhQ51`V_nCr!+~plJGq=jMun}Phq$q
z{PR1^hXeRsYY|S8RnA(aRdh$jCG}Iu-*YX`A6ap~rl`zE$=^yy-P|HAg^AT*i0;XW
z&M#${c~d~0%~cMM)h5?*SZ&ZRf8GI@Oos<~X17NQ@kLR%yz7CKIqu>u=fuHEZf10}
zmC3heVy_7ba;#-#bMAOgqC7twIQVvaEwAf8FjR2D0s`w;Zavn+EVWGTK1rzpb*E8>
z3c(5zhyLUwQzMv-*{4U??z|582kHg0cDqyxBD6oEhDn{dyb;sak8WR7hk4>h8%_C)
ztgI$KJgQv1rb~#Vn2OIz9NKh1#cpdZkVCKaJ-zIMd{G^Tt<{U<@!Pg`mT})0G41mY
zC6H{u-Qvi;!v!9)xiUj-DYxtr9xndw+0n^VY@W~aZ=`=*`Z6_g3;-Rxiyxp;ZpF_u
zrN`6|M97XGW`rawH1XMa7e0ka<=pfQqL7JA(Iw)+TSeP1D5H8R6JMGC)WyZ6G3iD{
zXzG<+vCqOqpU%qvgL5fJ{Ya7tI6J##lgsTmO!C^=*twvIs>bs3cX4cy+CRaOXF_7B
zC4qYLO54rpQDbjE`r*vbDVgrBQ2QTcvR@V3J`SsoiN=dpa5^?9nlnpAK<p;t6oKU7
z>3OZFPqs(TicSXzx(bfmi7>Y2-U-#a<f7Gd8Qmtp`IJ-)7}Cq;{lOPLv<Ni#J%@b{
z51Qm4qXyao<Y<I$R%Bp+3f*e82)f64=!9AAOtz|`EP;QW^?t9GMgf^V)`GYuvwEr+
zirsA5>zGEsG3)xd(j&p_1Hb2O3(Qm}eEYxr!M;E!hHcGBT*v<TFSh!9E4g{5{p+@3
zZ@*Ctaj)MyC3_F;)<;t#^zVjh6`vKln>0sBr|9<iNF^t;jQ(WVz5Ki~w6|Hrs0MS(
z;p|4Tiv-U1wQYU^8nHKIRPqB@Et<V*Y1zA44Qq#S73G;{t<gJLpYJ4|$ME5|0mp><
zX;Siv{&d13ZP)L16C-b9MJ)wk&CwI84DxUzy)ZSqqi3RDw=o(m8*O`LtS0hq^bxfS
z{sIP9eT?j2@sIPNCltJ~jj->*ExNU{^RkQU6`&khj%}?=QxfN2`R-;N(egfS#F%|D
zxG$;xC01M>w{xOt3n2qrX!IL-ZU*N&=AVh}33uX%$sKW1`=zR#t?xx@x=U_?vfzb}
zP>2bq{wz)v(yhVO|B`=3&Rb!%tjh&B{@l1~S<ihrOA6=Fw5qnJCZAqY51ZLQN1EL*
z)F-MwI%d37RWE=^G%02GkzMRHM%7<#Tdm;|LpoJc-CPsq)xEkuRE(Cbp38Xn6$JS?
zb;KqO2YuBaE5G}hWWMuZj(5B5*(wo3p)zq-ePX7qeZ0J^e2XOGwK|N7>1N8xt|4iB
z^K%Ii^p)cQ)fbfP@lijd12gKLOMWuNRjR9|pL6(a#4H!z2(;&Sg@xQ8Vnm0iRy;?m
z>W*pO^~${=jeE8~{li1e@0fT$ll#!~7LfHwyQ%*n=258Oxx|U`=V7lBC~5?8Prb2!
zdlMD*!IieALaN{O!>d?zprOsR8oN{J=<=YmJelr{clMS+QTDWMjKsKtX-(H(inz?-
zO~zlE*9@nw4Pd6PQ6@X^5~WM{kLfgHRa{;bb&(onXmsI7p5Fiw?nvQ5sp8GvsW>-3
z(oNaI!^ofwk}q-Fe^%B5M^x=@Std!1Lk=*EY&&MIx9ajH<BC9f%VDLn?({;lFb!wE
zL(A4&T1^d8ZGI=)DN_>u)={Df!;m?v;^mrCk%20kjRLr-M6^@{A)3X)R07;)d~s6+
z`h!+`Xbq9vL3yFXo!fv)aP;s_eW##tagBP@@_h?!(yF&~BI>pVo3p3Ne#_OB?q8*-
zKHgowzj<{rtSLb%Qs!%r&JtR3@egVnqsd;xpoKFljk=eq0HrnxgvUGE@D?3aeY_z6
zj$1v@z9AY&_x*x|*`z@BdeHH1{L~l1m+MQoTPfv3$R!t?MXBfck-e?84n;6t5rA0_
zJdM&cIjN0}Vt2v}hwpsE_f$f|+(O$o#+E6QUwj;-DU$B^`k;OGi<x7$3rBSN^s=K|
zh4T4ElA}ZA{=DfY@dcH^cda1@Z;sB&0pY(-lM~QN+<KgqIvr4GSE4<75tlb|_?&h~
zZ`ly@S)?BNr6qKx_c>Y`X#V<xZEK%TP#e9YaliF`s1b_oQr-?@3ZuE4lzj+9iX<0F
z+~?b+sJ%RW<$j`!HO8c+R@*B(dQwxr`}nQa?r~ADh_hsk2#-~~dh+$gu}wNJxe{Of
zOR>%!#j4;{F?z_dJi9Nc`>=gZk5pTF@tJ8jv>60}7$OivEC*1C*#?Quy{OfG7O)r)
zU}J!~<Cki^BQ4~ZX0NC~lL3d$QF6O3uWj@OtJR~M%g(!))j63{#9_zs=WfuvVS`I@
zzr7JFK?Qq#QruAGev)BF?9UzFP?O*lztb$b+8u}8KwAJ{LkMsHmyuZWr<RS-^W>$a
zP|9R&57tU!V?C=mR3ZARlSAp6%)Vw8C%iD|8KTQDjX5D;2;S<7&={yb$}=bu>KvdS
z#~QVjp_oF4mNg8&dGlpH|J>2t_Bl!QeLhrUIISkiZ9kf9*1KI4d1h$1wlyU%^yW*j
z{I3TI>jH#?0?#Upkeq~*|5-`?0m)!!bam2Z1B0WbmHo!-H?F|p2}2St+qcP-MKDCr
z4Tv0xfB`I;Yrn3psG^em{JSg?ra*<4K`)7iS5@Fr^rGaAMwHy0AK#zMnQEeR+V<aV
zc@*qh2`Vy62>6vUpxZKXuw}HaEo5$_Zqj@ROsDJCA)Tk^ffxX0TT5y{8_wq4!PqyH
zP{hX;xVMbwz=htda5O2tyT;}sN1l@63=Xf9cD6p*-(GhG;$mZ}l+VkmHILpiInOGF
zE|z|IV5J<u#k_i~+<JLSzZdP!K%Z*wvKo!Rnv079dh%UNr#wc9y!l;IOtoW4UaCtu
z+Mm{0@3ydC8yl5Ar;d+`CiC+dwo=RLpW}6Cx*&D22rlwSItgw($eVKY2m%87Edw8)
zdd!cJJZFsWIHoWwZqAxm@BaGWm~KmJB-mjPo<#Fd^ZSJ!2+)hmKjD?<T1F%qNe)^Y
z>gjge%6P)2iPLjf0qW(J%V}N3-l?0pl;lxhGr(@+6A~QZf0Zw^MjdB5yz=m~zt;J7
zjI*DmC{M7aAO^nMZGJiieX`#xbsKp}#FmD}$v+#Z8Oz_cQ=2i_Q==wobXfNjG6U|Z
z<G)G3YhquTW@T%qZV5FpW)w;S@HF|CCgR_|dy70-X(ZGn14yPXF*lcBvckdPcQH<&
zg%}^vPXl_Q!qn*_V}JX5o`Se&Jsa(2su&cKV&6tTz1(j1PP>&^{_91`-~y0;Usat5
zk2zrjiBBqG`(Vtp!Ke6EzGmR<B>UVC%Vi!aXLHG4oZ3hC_HE0B)=aV#scBtBO7SHA
z+=~l3zwyMm+e~mT4>#^dU+%qLWo2KXNCH90)<qV3>O-`k{!x|-C$Wj2jUvg+7%>Lu
ze!Xg+GkCz6pJr54Bj`v);zrSBRF?NStHr$3EO|)&<+!BGVD%~l**5u$mjU9)n4xs5
zJv5;nDwrm5QPhSe<^~NZ_>&5-ba{%5%WyhIyE_UzW+pvg@`JF+29h84c&2Uc@ar#X
zwjZ|CwP+NFV(Sou)~L?b8s#p|xRS-hNWeY<nYC$oUHJIPVoGlBbb^dsvNacK)@3=_
zuz=UfS!Tgy{8oMM&m!&zDlbMz)v}&7?Cp=1Fx%`Nt80c2YdJRFSb3gQ{1ayywH26A
zF$;uaslw@`uH(OL=k^>l!+bf>^X1)76ieB6EpM5<9nW6#@?8qrE7Jc6bmE3nF>B%i
zIMV^&wJ`L3a{_ny`EyfyO;j%YS?$}GG%LrN;NkPP?XVy|MQz-7;J$9=G9|QU_r-&G
z{ou$Zt16+|RlTC1SW?{)H!H{I6YtfcU&t=To0nA0u(G7CHtg|AaKe7gb$hB9T|rb5
zZKml}G>d_LTpZV~U9Ed}l;wHb=Un25A?2g9MsqBo%Dh>uT>G(H|7o+Hf#yTFYx#eE
zl~eH*J$qw{SMLhpw`L-tk8$6TE{#1L$CMooG*`y;5e-WSTg==?+y}ucR5cZ4%<ze!
zqe_HOPL#Q1)|+psj$a2I24%T~CDLkXPfgTU)zH-n5a);i(1Os8p?nF<$7RKX98**H
zEpl-okJVbT9mXb<V9*p_pw;H&tcEC@3P_Evr)58v)s@`1CW^Ol$?TRoZSreDVeu5@
zfKomw^9uuVKNeat@Py7&e%bp-g3tl$IMqF_zRk<2c{1}L>`cgU*l$`Qv1#XzCsE4O
zh%?P=U5(5?D>q9z?<Vi~J2d=pj*7ynP3_><-DU<8X5(YYgS)$necB#-5+Ea{^iSqk
z^*R4zs@<O!FYe~kw23}Miib;=9Pr_Nfyv(d0ouXkkbP%Gr|jx!@y4GIU%OqHp$(l#
zTK#yGk9P9Ox{^}~GzkEOYY_F9u;h3gm6e0b7WHZNlV1Fns*dSm+L=YmpAtGtlgw=@
z2}h5jsyn1zx*u--q+el7*MBi!wYF4gf0Huot^V||<n<UnXWnDi;?ARDr7Zj@q1{*B
zL&GR1?H>megL&WIk;WS~A6JyVdeiHAIkjt>!QIA=uTyOY&*4>_uttiH&g^}cv?%lD
z<yKXXBU@2<US@jHuIpAfX1C&R!p2vc?pQYKlc+7e_h}n7_azd`f5>O+$L5;E!K<Uu
zF<BLD<8*Yj^UNiyP1XrZzl4R1l4N<7nl)Mr4K)_7(BX}hP#{QiE=*qUbKd&Fedm_j
z2dtg~xr<rT6N2V6DyyrKZsnu0DD9nZ?^<J?vohwm?dm_j`rCU@Sk-M9nJUL*7E11X
z1v^2PBwrC8TU2aXU=8Mv{o*<@7InZsl~ft`&lMw1oRTzJbQD>S8@d1Vr)W+K){HfA
z&O3fnc}s29)0Rhbi+hj6lk~8@eAuEOXqjILAG~xUw!lg2jv}qPlNdJ33py`Vx9rK#
zB{zemQPFGZ-JP<949PpG#=eP~?xRAAu~?b8w!?(|#XN!n91lDRUR_NZ{gb-?i1vTg
zIv>%fsusF89Q$hQ{W20j>s3Q_CXP;S3G#8FpEz35i>F+>``IJ2I%Dyt?&5c&B?^+D
zMTY%R`>9d(bi<;4<J}(T?R|F?0m=LwaF<C*Y6VTHq3LQpP3FDJ)xr!dHTmw1%Xf5l
z>sDIe+@_Cpi0!}AU#)y3S9wjeOF~h|QBiTt!i+>Hy-wa~xuc<@1<Qz&ukTZ9WoW0M
z#%r3ysN6UQ{H|q9`>V?bqGcy=`Wt@h6!cpxYDnlA#WhWJyqAtqI6yU{aeu$J{jU8>
z-sUUai%ex7Ppw4kS-(~0d2;=It9>4`d|n!Xdswe}M)_7e8d9!(=z5?$rG%UFqlUF6
zOL3|t?T9CtFmI<@ww5)+#9iqZm;1o@H<|PCD;tip-;(+o#w(+vLk(X+hoRVtBSyBe
zM~CjOh9W4yG2gvy-;xt~M$ADiLoXqo#P&Y_DtYvq<=29@h3Os?T{^z)_L*dVRB(4;
zHnPazHAlpqguFD@!tU%Ex|j`?6WUmFrykN5-#t`{Ghtm`Kh;RsFk3IwJ!~4BOj^;*
zFfKl+T$R)w3K%y^Dkds=tE{YcY#vmdNt|7Fui@D{D&F-TxN(#wm>Tk|gs%w{7`6cl
zK|`<q8HwgVR7|(jDqrP*;;p^5VyDA{^51!e%4IpJ>k{*iwaJ>2U04PgU05S|mEtrE
zhRLf~J2)=c<`$c%-g{iVHmTTBo;o?w<Fqbc-zg#4Lt0gErasD5wA4*LiQ8}0O6=Yf
zVyvZRxWk&GWnIe6xKe&j{V7XOOVz;bp`kEo*S7j7JRxHxZNSmH==)mSDjA))T#^U%
z%N_g@XS74e1fb$Uym=<0`8U9jwDfLxsji(ef-Xb!BX3$O0rw&N&Q;x=DDuHTlA+mM
z{$h)Fr_Ao2Jy?(tXE}*mDR>_4HhXMmF?yA!h~CP{(U9lpGV0)Tw`VAxxm<ZKK0lxG
zwClL4x_i{wsAI?UPn-Y#k8@ho0d4;NkCHd`9B#*7nT~VkMMy&2v;)01EPFFvv6>3p
z$J1bPJMTS^5t&j>ve#YpJkT6GikQ@3O>n>bsf?r68jdU{ySfZ1w}k$Wa@_1n)6?xd
zNe)WU-i|v_qj~JB#FFcYH6K?58(fTgE58VZ^GUTf*QDadL~Bd9b$2_44SGlZ88NwC
zaM1s;KQ-9VFqfYLRl9F3r?a<_Y!VY6L_aw`zVbj8u_$I{-bONyZ#+*@KZXb^B!pl6
zYe>~3`e#VRg}ip$mqbZQo`LVx{9vR31t?m=&(t5cKL1>cY7UYAznO3+tlomgAEcsJ
z;MVIi%~2v&kflHc&TYhl1hRLMw6txZmZEpln^NF%d*LAq?qoc{Q1I{4{BJWbrd6?b
z7?VsxF_&nK`{@>R!36~`I^ybqMAq8WKO3c&C%V@df@A^X9b%BX2PP%RYW-!*fV!s{
zg4Edm-4r`)i<(UHB^p>OeF2_HhFC5UHziUARZ~+d{j(U82W1>)+I}6djn*NR-iU|@
zN3w6d5C5-Ere%gD6^8?kLmzM)>dw~tBK;i^NX*)F4IRS80Zh&obTJp$yZLtj{e4=B
z6YUSTbWb+V&p42_ut>W(#DHqkBXlrxw3>tOA|D0!Q|K6p7<Fh^xc|9N^=pfVjbVt8
zp5Gv)rb2iay`UpYH3ytdFd91Mh}+eFe>1thSQ1IY{57xM!vFh+7&ceNyD>tA_Q{d9
zn|n^sD-?##=wKggRq$^x={RK(sI~!wf=KuY6X=9p$>aF#5H5fP$@{-H)ucSVQAwcq
zSfW<?uOXfUXzqB~Lq$d9Ey(|q;NFvzK>Y8!VX6+L{y9C%Rbk#F{jaU@OYpmnv(o>2
zK*py0#QjZ=b1JZfBaQZ;-po)b6b>f9YBv{9``uTT|2J06e#vOo|9r35OSuNg`v*1W
zG|&lI1XS@`@aq@O>oR<k25CC~y#>t^N}ihOP{^7m!CPz{HxUYh6$_wy|N9-pq!Rx9
zW!fhDODwdInGuK5{$yzpD~7iySa?z3y25tJ|7SNYMfw;cY*jEhJ(goa!@?*67Qi(D
z0V?QWiiVnSUd?hmUM~rYjt+o22OSjH^Nz8H@Be>#xJQJKI@{Xn63$PI|MG>Pp{{QN
zn2uFJMSb@BV-3=E4=M&<;>KHi06bG@F-nB^zo8R&W#B{Pa}vMs{C_M_5fSGs%iu9U
zqBV@ABHW<|z;dvev>T>}Cxj&Vx5@DqjP+73A)z?LrA>`ADFfeaSbs4EI5@Z2Lzol!
z>HVD*JF_fskxFfSwc9bcA${TV1n*xwO5Wq_F)a)ix6$85g-zpxm(kqm<OS2o5TgC2
zUK2?=vDclq6J9cJkZ$K80vojmR)HGKzkl0RTTGUdkZC!7S-$|o$t@1zs`?8!D2#`-
zjDZiNBn)L-aY?08WwGl8i+Rj?1a~e2F+R_FS{P{@3dsj76wF2)P_Y){N&}97fJH!^
zhE$pxOch{pP4A^WP>3V&ae^mD+>(%;px*lf%?nKqhG3lVqW=1Q>Ba6m`u*qqBrlu0
z?>jF0RUeCS|7L$i8%Pzbux6^}T|oMf-ysh=+yMTd-5eptEQLwlHAO@W<*3LZ_^)?5
zAfLAeQlC)SCFDJ4HW-)WR<?M%^oh&(3UEAx3oXY<;UY{(ds#REAKE_$tc#V)z~X{J
z{w-EkAYr^03%sZs1>J=H^W{<&y-#Vehy(Mqj(pqin=+b^_Zl>1WC-JJ16w1kLgskK
z3v$ALuBXVxnH?x&%$kb({QyA@&*3BQm!Y86-owW%uoEk`6xW}+KE8h>XfualRkf$g
z+%85CFIlV#2m{*BmND_oR-410OxC9Ai!T<zHd`cWKz9wh;)fo%C`Ah_pYR*2Kiqc@
z4s5P|RP46v1dYe_j&^?`<{am}6<@H)iMyWHqT`RafiL#L-7C!ghe)HXtFNu4;H%y@
zZ-}l-XUolYxe2?1=)&HLj<_}2^A0-2Ti5{_qo59w%-e=HD%lk@p{pVP1Os6zh%tr<
zc3?AvNq?2GeOe{V1Lj!;Wo18LqG-N+qhA8{eSeDJ(So3Bm9qMKiN)(r5kXE672g$L
zX@Jq58C*MPC|G3=9zT9;K?YkA11YzC&t0!;l>wHbmVov+Tr23wg+8_1P;o!`11*#S
z!4o`MB?PPHsmWTrA-oCkxN(HX@%VJENiPHVrtdJYih|h;A(d5>Fk?S?A4iDxX%#DY
z5}tzcZh+v@_)sd%eOrumz*-ztmY4I3z2s_u%nqP-f?>~^YiG@Ag#Y>scY{S%Mca)>
zy~xZL=@<%L?MN-T>%#v}U*<MD5g}IRzBhc3(4hpkr9F9zRa`$27AByUEPqIy1PCvU
zlMWzewcBd>*H22AV!Pr5$e@jI%4P{XHFSEWKz4EAKR=1Vkd1{%cCOF~cUHLr9i$X^
z0eMJS2N06TAqI+>Txh;-&M_eJ$fs@*!@yV^HFQ)58RSpU$PnY9=U*vmYnZ3B36W^6
z>E&0|>&ZRe<DD<T>a7JMj173c5U=w{*(+v*kppCe=;~>t%Tf^C16t^sdJ)wLB!VYV
zx9gzOcSurFQtImY$<hO<6CsBUO@v;6m?9CQusO$I?KQcgokm7x9fpjFD*wlBG3!`s
z26Pwhy!vG|F;K!-#1i)Y`s0nc=J!}baC||v?+{K+<Oz0H2616iq(?L);KEAwI6q6-
zPyzxD_?%{7q=mFaYUsde#s-$&oY$dn5Y2*R*<`Z3XzMfhwUR;jI;Z{c8|NBRC&4N-
zPRwPrlujKg8Fd#4!4TJHR5)_gmtHs4kVp4~xrmsZV|Xp=;qA9Q&JR462QxnYI;IwK
zzG`P@2PNHyjY~BAuWMn;jod(*wF9e?Q*1<^g`HjU8Ugk>h<Wb5P|kUO)4Pjhq7$c;
zmcvCsTJ|U7ORhc3VmfZWwkbTKvKl8s=2ZdY=eDAoA1`yUu;75=SmDY=C<{M?{a!&u
z#rS}*9pVigh$j@jh^fLP^8>&3+w<)7bhF%gN~d&*c}ZE3scl<Gt;(fM5T9aCtPuj_
z$3H}dB{ai{sH(;Z@B6Ai*pX|}(wic-)PTG4h?)o*n}aL9*ir*&R}3!$=RE&wY}mj0
zrlB<7kI1#9=-hm!s$8Dr$UJ%^3U2nad?ykPJYJ4bvuy@d4Yma7@B&A%YGa?D;(2^w
zx`xk_HnAjeUnI%x%l45U#e963QB9oI!)!Zrp~Guzr{@8F;#9}0jfpbwQ#u`1z!J*T
zs-kpqa!T2Vj*SgEJ3ZDP%{N4%Ei@GH*pL?5Umu10)Wkq$KHl~BBZR}>2wpv_Gs8J?
z5ZoZtRoG~uOKSc^TjiaR%Ib>Z=fYu3OVA39OUzdPPHIsBi^7X#BBy+Z56wTOD}7@2
zWZb5XRY?aB+Yf4wvIv+RjKEnqc>%6|IB+<@;og4`C+Kt+(U&0(kJ7n!tXr^`K#r4t
z?V>Yy#*pCVCObPO3Mt-%3Lo8E>`4e+TU*Oz(*PtOqfd)tgBjAx7jYYW2^OOB{Lnk(
z8{>F|H)k_@JxVU6t*ytB*nxgDHAt%^D5ZZT<?EMAq*{H?R!v(^v*_oVj)o3oQ1NTu
z1H24HvobR;qY%<gQy^I~EVz)XCh$|CM1)Q2wyS_J5+Sl_0!=`}6-?07ZXNd=i&O$}
zG8L-29^fh!pIFLkp>44CIM$GAHy~4v;evi`kA+7ro|Y3{xMR6(--FF(v~|Q_QsOH4
znVMrwy6QEC6(;LvS=PPvCf{ys4)ZiBGY|7r$E@l-x92-j*mW+a+zMO1;*v(e{;-t5
z2BWB~%pfE*+3TY6?-299SdS&5_zNlGxLZ+4b<FTqI)FVyUR`lHAYeSzb*wvA&6Wsy
zefU(=!$J7ubAhUvL}nBxZDaW~5YK3femL2QZXbQ>Gm$=JBis^m+c`?1%}TiN)i4~A
zRk`a=<sru8n{q@)rU%q;06xT6tzGR}HYvqz;y6Yf_I~l8E|R8t+{<g&-sN`w?_Umn
zlu0kXkjThp7BOi3*hnKXm&qivxUaNb9;Kd4zgMD45Lm`Lwb!*8;|$?MC+lP&^oVqP
zMm0f@$Ci2ufmkDzb>*8dMya{JCmcnw(_9L(G-X>`ajTuO`1Ptdm$bAoB)(9p(&N4C
zZk9Eo!unywMcWd#t-jpJK7+TNTAVk(kZi`xsosAgqAHDEX<YF48?$Ma5_tUS(0<u~
z$9GR5-sfTeB9y!Zyu8d^QAojVx6QV>TaIx^@=TV^%Zef`e<6JRa+V3lNR#SU5+~i!
zVb#(y!CB_ljFs5|B)ZDW`DSm2309kN8yi|DSFb3^*6+*Ep$<LeQ{A~Z|Ld~5O~qm6
zO+^GT0DzP=9cO)IBW~#aug;bqhu#<yl3#e4u6(^&?fVz%gyn#5Vd)meCdw{#8bL@q
zwkeOZlpWJhA{((#Uozv$JFKs_Nw-X`Gw$Q@6qava*uHD);GAuDggw}Ks+etf%;f2R
z9<QOk=+8Tnq1BVuY=0>YaEjP)v5CF2#ik$!EhcYL3<he<TG5zt7ha{WY#dR~=_9?z
z{Cv<vpyB#r=~U*vSYZt23K>?i=+OJ;?s+Vhor}VQOmlwM{8b-OG;7rU70M|&8v)4_
zy0Qpr^GP-`3`X>x%o;iKalOh?cyTZ8!AR$6r)I`x%$kQlSYN>Jn+Yw&l39g?S6P)a
zYZ3iOypT)Mqi`m|X%4N*kqt&7OiQw)2S>I$(u`Uy%*qa;l9K6T7Y?9b@H*LVYOvtc
zA-12{XWi@dpa;@5TVflRLHg!)J!7v0?Wk|fLH^clZ!&u$usyW5JizNpX?Ztv{ktVs
z_Q!*XKI=R7FYUd_Y8CyJ1Tx6WI>y>V_9gAIdD3yehst+N^t2g|4`Pn9JYg`Kg;*A`
z{Iiuz%!#W}UPOBJkoIL_Uo;BX+YX3(q}H@u|LbBl#0p&9IHn?}Ui|;g&g9=*L6>We
z9V~CSawOo}6ba??r@0kxV!R`@#vj(Wg8?Q0l?WOmF#JMS**p0TMvbRgvW?rZK3OTb
zlpc0K=#;(VQyP7(@wX~lRI!HS&fCnaSOTWtMfIsqx~ugogz2exofAF3<~5?b@)hU`
z)ua51|2%Ih{tFjiZtuN0leWn71@*FLc@U4$Lm`$^ApC9x>%tf98Sw?q0)jRsjCGgf
zWAgPB!z(wc3F@^H^O{$_?zgW9-E{X*8CVh>z>T-)7s~sIi}Y?KJSe$K*y2J|oc@JY
z;9d)73{AyI)<Z2nlF`#e&P}{hV`g)MpX_F=%)XB-vj;=?B%)2YN6K^aDc%>oi9T*>
z?^peXuMVRr@Op%F0NYMH@VTH~cj;`|Vq?hD8de$TnhCZq8?1~}K_fDTULQoob7HZ9
zxqv*MgjAyF$Z#gPDYtliX5^#wNF^8f6Vbx=m;=M(&@TNBROA%AcwIaSi1SpKbXh6Q
zqCLr0bz1FLeyk}tAOOodpT%pd9K%r4t!^Dt#P<}Q2O6=EL2$>k@<LnnEHb(NYihis
zhFoz^%;aVAqBMBkdd23a-7g9ZP5rxHrNb$8w72^GD%U!|fAWs}eY{KVsRiHHH}-OX
z=E*9OkxeS!CY<rES?6AuiDE`PkG}qV^iL_KlF!I{3}VPl*`1^k?Hw}ni(L)(;&az&
zj^ld2Hk*HkO*aDDhx@#YaRLhNGbzF}d0<bASN-j~b!Nn@$Kf>iYg}zlSP(6APoCPt
z4s<@<oJzFc3tMj4KUf>N%fG@dpx#9y3mDC={dyJ`>ni2d|AVZz4y$tQ+I}ZW3P^W{
zfOL0A8>BQycY|~{(uhcxbW1l#cXxL;NJ_b{>GQn%-QTzWS;snD%Q^3P$90cujPpEy
zR}<_*+DbG-g%1NoLW!;Rx>JwF9Xa#aIyyq;qia`g94Rny+*}SK)0Sz~;<#6$RVi7=
ztEy67GYZE(8jQ#mAatQBpxcc2440OH&Gd*^SAAZk_$708_w4%yw}7j{R{{;&^UXJb
zxj`Xb!C1YSf~gA?2TD4j3%^e@NJGXv3(cw@e3i8twpVHEk;~B9QU&g*xc)Tv82lFj
ztat+j$9qO5h0gUG5~TM4{I%~sH`ii@223<pz&~|!e7yZ>rxt$N1ZnY9W}k<O^OO*H
zRn|pA`Np?`1oWp&{1zzdo^r;Jj>s=>6FJ>$ErkBSG*gA96<YkHB<wZskNLG@GNc>v
z(`n(Q#teeWAk;NU@F9EgGk|l%4;wTG8jBu-m$5@7aU^`Yg^p1x<%Go?->>q6hCKdy
z*V8)Sr7Tp?SGIBX!y?H?>8t%&VL%JJvUL+}jZkhE+w!Ky#3htHg*=@{A3VEY)@z4H
zo-XyFH8BYC@HqK=X|p7j%T%GG;=^-aj23oQfb3Dc>R3Pyg2*Jda%~V!ht9pDNI3qI
z{Khg*R;8C>(R*PPWPdhDo!;F;t~Q<Sp9ac<)yT3(k&Y`YNWyj?^NKe^xlO<%r*rE;
z8#SSPpxqQ)S2*Tfb+h+65FOJ-5EvRm%Gs2>YTpZ)U#&^_I@HSgxwoHz2dcq9Y_poA
zQmMC?GI|xn3IzWZSmFNZOion8`$IPslt$5W=H@!SU`6XVR(6hNiSqJU__mvz)Slat
z5vHJjz4zWZb%M4yjw%*%|4VpE-ur@wAFDuBg_o@o33I-=t@m$~&<GTKYmiSS))MSD
zE7v^g1))J1?j8gp0a_bby5-6nSW@-+=~}NOtX}p?^p_?Bx$H0JubXmpX`8E@d~RKu
z*)o@<ZR-XYHXZ72oFqI-imcIxVWgy&fvN_mPcjX4cImHdu=B)4Ub^aJQMnrjS{n|J
zv`AfT1>Xp<{AkqTPIZ<=|Bqi26~yjB@w*j`tRHDyyL+bTsSCO>PDWT@tF6<CXA~eY
zX#)r6a15O0$kj!xhLTuaq{rpze2tiecQu>X`5iIkARQHH`e$ZQY%Q~>wpLh&-#<AG
z@k$PnST$rFL1e2Px$Z{%aHl`9=Cgd)ZpqG1CkNA`LFFi>2<Krb3Sx<EgA8k9eb@Wg
zM~oZne$0|(`mzW_Nn`@mnqJ@JT2ang3F&1`H)U>`BI%Fx7a1jy^Qi;wnFDBR!u>ts
zPA75Gv9V%)zeYe=mbF7yWhj&LI9(T-w&|clHV9&B`|NXK*hN*^E)T}(kSy#asuiN{
zC*un&YvkfUo=f#i2rcIyu{JE88;QYcqs!BxJbxaJ^%Fj@@yjv_dckwl?7Cge4v`cK
z4ki&-8LVXv`Lq@bM4~6(wSB?9w-ZXHxxs=ngri*CZ%ijSYu`o4UTN`hE)KE0S|wmg
zmCM-!M5_<VI?~zN9H)H=UM#hrvP@I7@g>ZN^7R0QtLdL672A64CyU|VBeUc4{~->g
z7bT8!hwS(Q(c^kLiuyS5U{sEBugKzG+a`A8fX|B?l|M@<e{Rp`hjEjd?C9hNvEw>#
zdfnq_#CK?z8GaFJAGh?;P=aH~$ITLUuH2ECs`xc+$5tuZI7E}6maii~_)3&1ssPq?
zdJK)fN|P$)4ez6^0P%1@{^?$pi#qUB-$%_tgz1n&7)@4J!xD<QZzZj%f6skvFDgYw
zXUYk+(pEm8<7h+cA$)e$Vf{Fk=k}gg;zjt%+u5UzedRD_=Wng1c2N^QlZ1XxuhkTm
zl)h-J>#VA~@>|^v$Ak<;9HaX#A~?4DJNT93SuN0F|G09>x7`GqF-@JbRNfH-d3fc`
z=bC)qCM=sIFG7;|{Beqmo<-yRF01r&5Qpq!9C8%VzRF51cvF4NgC8~|Z<+g2!mC6A
z&uZz&KF3T4Z`esNWeJ=-B-`6&PtJpaAJ?F@_5<Xl$*r(wj`O3jpwpAj3Mb81gmTi}
z`I*-#Rg$DhYQegYJdDJET+;g#65r<b(UTFt>S&)6-RYp)Q$&r-<moawe-6%$uEp1q
zkJ4FsC685yaM4a4QG|s1MKVjyxV+QvyibzZf7&VEU10zaSj-9<<UgRhNyYtnsR}f=
zj(w<SJ5BytI?_qRH;7+L<@i=Z<Ox({ek*BO!H06KNqsgcxKV%dr-PEtt<*MOPdpVN
zx~m3B#GsauW<QNiR%%Vp5iQTYmRKoiYXCWbYuy5OlGem?zX_6Z%ggughb&Me37LwC
zU>W>zMrqXUBWDfE=W(a}+sUC@QD~<F%H#l9SE11CUC=J;8yV@Tx8F>qGwtZ$fQ9Rl
z)>K6|m%GI89%Jv=E7<)5GL3zl8BpjoY&>QS@;tSkN=YllId4Az2p;^n>cRV3*5Aa4
z-yVL^i628X{(|Q##8Swy2b4eA?GMY?lx&M)J<;1po;T_}<@Ie1SE(Mghbq<7`^-sx
zyk|eAQ`?@W|94(GXKzB#e@jrfUuw$Mj#hX{sKnBB{Op;G`jJnlBNlCzx&zP`K*#$r
z<D2>Xu@!xZ#c9ebT7vlHz7(7SvgZJb`*zT3M_ng6?b53m%7KkW+@*WdvZ~(iN`cj5
z5Es`@zcK!!4@+Lq54sEEFddNq6ocCf5VM30@(^o0?xjTkQ`r}<7^1~UYl6a@IA*W+
z<%r)Z?UN1*9XJF3gN_5Ci=Q5-NHnGKmYcx2>AW?fPkasJ9^3U9u_)S{5Xo&Q<_eOv
z&|#r%9*euU@}@d+8oZS{^`(_p+FwBZ@StIe8$lKV1jav2LYRuvgw1PLT#Xa?DWkP$
zfy5-(0YUGn$7|g*$&GfU2Eg%fBV1c&Z&E<Vjg-KR4JtaA<*~K0FbqC+5Tq~$H(hx}
z@9-sB3oU6G8h#AH+ekAs4zIvc-8D~FB*j+r$Vm|5kUy0#;jaT)))EavBQ5kd)7fMQ
zB1ulaj><|F0>Eu7^(ZIV_R-vB<x{D-U5&>lFU7@zRXA~l<l>r34XZ!%ZaXU!4e>j;
z#RM#_r=>2g_U`Epn4sAU${;K-|DlKSJ{~|4pv&zA$Pd$-W%gcrMM+p^O*Tgoi54;t
zfPhbAc&J}P*({i5^`$Php)I0OtNQ-?e0=Cpm}>+5@dD@B!acCE)FY1-F8s)@_#z=K
zEX6IVdY`8e;4{r$En|tPLJPVkm<ulZ8OF4l0_0I%1uwK#i;fxiO{QAQwZ*+3*(#tp
za$k-&J)sdi`tQfEf)Wz{C*T9;_^+~c+7kZ`yMt~_;agVfsKZ`R2vUV5xvkg2XsFk_
z>2{5~_r}Y1UdKZy<wPJC<8Tr*FjAVPR3#?OtP{i@?N17Upiv8wYwFKBkh6u+-~)Ia
zb|RJ+dFY4I?^A;6*7gKmjgr3O91nrd5tgU*u(IS-C~*}F8!+v8`A(eL>e+Z~D^_gF
zuNJOFEL`i)L(sPrwZU}NyIfmB$<f*7$&wi&E%+EVpYaeuec_MXjv;Zi&!*rQRFv_M
zaA@IpQ2#`pV2HKg-U5NT>@)&PvjqC?bLy&jD)lBs4SI%JVjB{N&?x(>d0tNCYC|iJ
zkRAD|D3y}P#Va9!z-V%nmSi{eV|kNVA)O++=?FZj&7otiIeM_QhNf5oiK!^?22lz7
z9G2FNmFbFrhB9&Rafp<FN_r1ehJ}g+6TXIu9p^DHkPv?q9Y)FA$X)DYF;&z2n`urx
z3IKLU&eObOTs~K-O+U>iNhlvCK1LRi5XeJ}vUk7Otq92e{i%8&O9TFm8t)9|)u}YX
zzSBY9T;y`y`}-oq*CiCK1te*6R=l}s-;jP#GR1l;6~GltcTNUAKauR+P16iSPmAo_
z^SUb7IaYq{0d_0180%izdnCo0rfm(s^c;&iKHzX&1q*JQx~kyEg0{WK<+!vxfLZB-
zO9o;P|IxrsS0bUeEC9HqV;NH$1QJBzg==gYGu&*&o$h#(G$?ire;Ta38>Dje!<YcF
z>6QNem9Xnk6xD^{h#lGL*d1`8%CY3-jd#6mMVW05CfNq;R^K&YjR&4OkI7I`NVdA^
zPs;CeDLHc!EeOm^rEhz)IKZz_Oqv|7Tfdk;Vy-;oDtWOWWnG*cDSqWu%71c(PC`(r
zKF!}mz@qr~Wiy}TX;69y*!p?@j?GvDt!e})eJfL=%ET4=bLNc`*8lzCWi}a~Vvkhh
zK+fq_2YGT^M2D^VxUzafzEz9?tvJVQrLjSH&iqP&%(cm4X9Qjr;>=4KBdnf|V#6wF
z{H!!iu?Nm~6d^){DhkUDrtk--H(<4kN?Jzpm=bt8AdVnmMB6st!mn~JwGz+zlAn~!
zPszgASNNi`8UGVw%1t_yM3i@+Ri$#@U$R&4<*ttAL?!=r+@!0dExXaJAEm%}b1f;%
zYSHIg3ej{ZpAPPtX0%GFg9*7xp-AXTw;Z!dnX74I5SV2B{B>vXaH#wD^M-2ROPzvX
zAS3J8y$C|Jiljkn3ik~j%Ihe~>o^dq`5kI?P<tfgM|7V<uRSQYmc<?f8B%XVW|~ZX
z8);bDxV!jHhv|jR>le#EDBPpwsZe69UwXC$c6=Jr#30z$Cd(gwVM1$J8@V*$dVW-+
zqpcL&kZauGy(Yow7-#q<UJsGZ-NR!JJ#81Zt(bNi|5KKsG!-Z=QOd^aYLwEyN+m8g
ztD{=RW-QXs(-tUUTmW7Z9RUf!<@D}zsjGj%g?jf!YjM*a9TlkaPdQhwR6C1(@B|u^
zi53*|G(c-4g~t}m>bm08bO_G>0QCUi&;$Y!=+X%lA)x$<+L9lOw~SW{zeE*q<4wX8
zuf}iHL;s}cfw$6O<|q&O=)oS7*83c}F01jnL_bP;rOVui!O&>Zn7008YTa#bihWvn
z27bPS0OdTO&BAG^L4_V#8l$8Q_tbuy-?@cgUz>eV(IvG%x*Z=eIyOnhj~Ua;X{j+B
zDx+BZ8iGi{ew)97^hQ}e%VjH)fZ^28sHuCwntvbZwK%ne)x5{E(iG`Y>!O8M<nG>6
z$hJ~mT}OH1KAeXa6oM`yo?d8Ln!9SM$D!&OmyhqrQq|G!nVlU956&${<cjB_vZ0Y%
zM~irA2{zziOysrC%JmpY=0XO(db5S<*HFu_)k5_<*JCiJW_7<bGcq;p+`U+zH_fQI
zlqu7%RziWH`=f{F@_WwX@_S*Ta8^AJP^#Vbn%+ZIjX*|an&;}s5^=<IbMmcwXae`s
zak@9;=2Kb#)F=-;;P^cY6W*iF1}jaKqnNU(M^22D^|mG(UFQq=TLIdxz}N`3oGN_G
zDT*RUSu56Q)^(@y8Qo0&^-9hBtYOx<-EX0Ct*i0YQ7_VG<pwtxOFW#jA0wDCD(7q|
zhk6>=!x`hr%gA^!)W&280OCeK;-=NsjM>|P*+S?vy(pxox(C=_I3h08*c;U(QuzfQ
zWmAYi4Py^<8Rd2iE+~b;jBH`A=?<x!H+Wa(@(sI|(g+lyiF$wH{gWcQYFPT03|)$?
ziYV`zW&cht#T&odePv}i1$Da*GB+_ETzEg;=>v7e|4!LJba)TA*FvF)jeo{?u=WAP
zkhHcBm`j4JS=71}cLq|=Gtm#HYm&;%{;s;_Cu_Y$@(d)pq0S>EM0FrXXiujD@ljBj
z6Mo_3EytZVNFd-%%)GXmAMpgyhi37gVQAR=tlgTlRh}Efh_aH4NMY2>1O8`cMPYT?
z%K5=U!Qmz0OBL%tMG-K@hV~Hy({Lf3C>U9Ds+H`aRt}K0?KqFKjOR`KjZIvZhFi|b
z_|}>0xq(X4E1ES|*xekU4S%*O-ngEt;*o`NBDqpm={_)O9Z=Yr-I+0@^9L1pZtLRk
zKUoI&pB$epW_<GRU0Ehj6h7unn}#f&2Y$~K8JNV3vy=|>o|+}GMS%&K_<SK2KUdMu
zui`;NxtdR6&4?Bw6;`KXR3o=pCMgVox5Qr*Ne!9rn<<RX$9^*<;Kqm1M7rp&`TqS2
zki{JcDrZSg9YsYyWM)>Md#LOM9}p5j05LKoQOJWko>9XeoNN-1ysJ2ihR+Il4vzwX
zoZO(|ICrQ>`fM3t!;8j;1vzcL%=G@Pp~We~N1m4yq?qyT%S~-1Tn+G`FKwd9_8GK@
zssJnV(Im!njcHu;98fzfNm}h7G}$X<^ie@{?i1ZiA2}kQ5ma%z3R1+}FzQ$_Xn4}U
zu_`A<DctsUj8(^{tRh02uSmeU=B{)NzRTI(H<uk*golBanMADW9<?Ru?oKZy;sWpz
z=cC^u5Idjm#*w_)!snY!kj!MRF6VG>(ryAn{<S~Gy87*T7qpV?=x24M2p#5+Q7Rcb
zHZN~L+C92h{IR|pcdejljK@>;D~kxentk-E*W>Q(SYv*7!tvAeT$HVOq)AnQ(=O<6
zf$4WM+~2*uI5*Pf&P3&qo8%0%6hNf)AuAYoH{YK$A;KOYoPjanc^_4D;`Ln#m<R!>
zKKQTIXQtl&?}*g4u0UTdLpTzQM*qzdKOe2gWvyyM-!(*dVc;BZJr_aomnl}ld!Y|<
z#ya{=OlY1>2aW#}WmQv$@u_2|I%IvZQC!)H#bj`V;X5PDt}m++!urB!=vPV@I$Gl3
z)DKWZZ^Nfv`J1Yipu})I|7@$|<t@$R6dRZNi#-yh={02JrU4j$4h)B3#ALruKa_zD
zgB{pw&oPQSw85aW)dDtjZCTp&^)(`@4C2+h9v>eEdBMArsDc|o4F?(nxvA<WXHLq>
zoZV#B<cvjV(8)x@aFkHVN{?#B%Av9~>k(rIL&l;UR@OtZAdDAC2&k5^{-~>(M+z!i
z=ys9+gb^l$C#<-YpYX}{IL&oE;8MCmr_#QPsXz!i2nDItpqlH1u@M1|WyifSn7{X}
ze=QGm082npTN_M(_t4MXz;2LOR$Ar1N#zyy4WYG7W6gfhmu%TfpD(-dlD&TnkSO?3
z{0IDn$Wt<cd+8Dg%Z})gvk3z9V!m>Lko~h~?Tanu&lOrhat5x7|1Dw5hi{|3LeIu<
z<w)<Ub=beWK&_3aq{6Lrmw5d}J-|$;aycK@ZpLcvi~5=oKV$al?>khMytL^lS*<58
zv4R+k8XgZ6+JnVP_ivGhpzS*}7TK;xH_@bgZv|Xl^?vU2BLuK#ok`?3LgA~?pRhPf
zTU8=M6bsNEA51yx3Wq$hvOl+w54gWI0nf9Ig>m8e5c%Zq{@<3BNlLzZ*vj4z(D=%h
zpK+5e9KBAnyF}yx@>}3<UsI9On0FBiVNtMM^uZKKX=+#M%><>fTpGVVP>kJzF>b`D
z@I4Apg8|YPqfP6hGpG4PS13FGNVWMS;H_<)t^S8w5oQ=VRlxJCGy?^6%$=ruH;}aN
zSP`4yQu3V+W2eIod$a|M6877(D_O&6gsxq(_HH!SWMjVOO-pK4>e5B<8Mjiq<E@-C
zvJ?qIWXRmuZ1&O!oD0eY^zqFZC0~EJgdZ0)y2^%2z52K!*z(m_mG0TmVpZR7fn@De
zqu0H1sbMqU4`XVG<k6V~G*QVv-r_}C>gXa<-0d+SN|1z_bDJG?@R4hI9VJfR9j?xr
zrGmCyzA}Q;>VC}pTs-Tuvb{v$_)kMplSF*ee4|u|H7^yb#&!3Q?4Fsi>qQJ}S9I-J
z99o^gZmWp{+U%hN-GkqNJIM#^EdO5oIfy>Ea!6N;5+@1Go&lhRhYh^ea<7b9>qSZ+
z5&-vG*zE%t+XHlJxtC8Q$Xfu3yu8k>>YXp1({t1Mx?*m_k>NDhR~5*>(i6U>3eZdM
z312P@A3Mlutd#>N#~gZcRDDx`!L92&`g(}S-Sk;`d@~?^clrr$e|=Jy+bPYBQ&AOh
zwvtWlF{c=O@6iVf!yQs=CDZ>gYI&)Qiqy;HOEqzpv*F=hym#8!$joC0|7J~D(vKn~
zsmqWs5=3%~m*6_lTl|7{=z!IEG=3%nkMs+VoM!=AkfW`r%`Hdz7z=V0g?N3a60gbB
zEC%u+O6J6_8`1FVP7iYI7xsg617+r%83WY`l=lW0&F;JNSNn$D=FgIz{`^8eJKY4N
z4UKLL(PLn!>;T3qJD{b64Tu5BT4Y|ze}sX=0YE-Pz`_>{a(W0L=qT{e<Sc-l><`VN
zL7~)tQyU&D*@kD{$eFE5D(5lON5egx)=0`dk}?F0T#w(ZM7PbUT&-y^e;T)Y4xez&
zyBLli_@b)!7i$U>W(<)JRO{`&9W<v1=X&54qhYnQ{=uFn@oaUI=c>!lXSIE}h{Ayt
z=GN)*UkX_9Owz!3tZFbAyGWR6*SKuXA63W^YL3i>+;C=I?Y5kP)&|uxc|Z_X`WjFX
zK*{l;e1}SMm%CqeS1iV^Yq9G*ioor3u!jq)hRpV*p>_5ZA&s?;f_=%i;rw9zAne{E
zv*t5mi_3})2|0ud9;q*c9G1T~;lYy!%_Ra>M{)4<0n!gl2J`i|(Or&L1u$(Otq8iU
zTL(e7y*O&0{GbKSG{}o&83W-)SU~g%B{%!JBfv7Dyage+*Qcw|fRl#}&5IAh(=ofb
z5=50Rk3kYp4aC5p56_4VFSWolM717^I`R@$%NxH>snBKDRB(&^(<1&kdqMhACT5wm
zX>uycI`SYc%~M0RXH`T99jE-;tNz_h<}5jcgzv_hV18$}p}r_%XN*DVr%@*R5ra;W
z=%?!Nw}#Elpv8M=8_m2`)qYR0w5lS&fz?!&pbpKv_wLA^z*g`)DqrK&PQ-V0c?qj@
z;v4F7+e3`2P%wmeFOGgbBpoI)hf`6ZzbI?$nK<9Ie;E0N@n_PCp%(WS^P3r~8cwmV
zy+IuAw5ao*Ki#n{s^LSAVz`u}C$D;&&O2&<Tz6r~ul3VrbO9J`8XX!yf&>7D%Nmdi
zb^{I2c%7{-qjn?bk)DE%&db)np1fT^d>ojD@9VxBoS)%M2ryCYARdF{b*xeWvzd*Q
zO0A_#sebh>U(4L@C=YS;-fvj*R`@Ng1NK4htL;{dUXoEp$s3Jgx0LPespaa_?3SBb
zK-P*jwwG4Vj_|H{OI5hQ{kMHP8)|4>DkKrST4cPj?J{+jX_3q^9vt8jm^YhPm5lAB
zjvN>H)gsLpzAL?z$F8HXz(P<`^Xrl`lguLVz+Irmuy7k5b3|&w9G{L8mT6bK&qd3%
z-v#NSV3}6!i1Fz_IC8JJa)Okmw@_BLLbmU?)QCR4rp)}g4I>apr19E61I2GKmN60s
zurRMH(lU4&o0?J?QI4oLD`<}yVED?b;Kv|^SB8#6cH@Sm*Q@%tNfe~5A(<08Tjxgv
zDv!hRYzAo87e=3N<z@Ql>MYSbj+f25PtUdkBU4as>Zwfqdwl+me(bk|QpqG#rBP-u
zjvMM)Cb!m70<;G{Ca~{S1m3QAg!yX>9=Sh2fEqP|>94TglXhf4fAaZ*%CsxLxwOTV
zV|xT@dY@b9?(pm6&EXLhN?I(TcJ$T5_)>?Yvy;H(_$SxjPjFg6*A|*dHGgM!@HKoC
z_LWR(63@GUMjJG8HbC#Y3n~K>0CEipCs7B(b*0xS(`Lh)@Vjd@4l7(z*DCI=0iPtp
z`*f%#<?2IYzPcaXPe#FcP19JUdy#~j{jR2Te12u_XY{O$DCS9pohby@M5EQ|KwT@R
z=5t4Icgb0sR#)UoRaT`G;ZU;Bwa4upX`)&qp2N)4Vvu>QKK=QCvXIX(HEW$=W4i@L
zsac7{f>``(DtE-R1lN^RxuJ8Zb;--KW}A6_JoA`&OSg;ggF*$9AHpf2Z{OZ8%ex!!
zZxUyZexo=<EAkpZV#-?ty%8wP1S)igqGf;&JxlDf;91*qXR`4%MeVUAIr~n^7cTk$
z2HBh3s)u4T%v?+FpSefaw7|wt^7Q-dcdZ-1aKfP>oB7JLCxw+VFwS!NMDN7FAMEP3
zP3mZ#M)T?Ga>!*_T+nVU3rFBz5DDAqDkDd1xrl=sVP}vz)=IlrHW2k2PtqEzeK3O;
z<ZOIumy@hlD0JX(vZ(Qv(3G%#$@aXMX=}Vm$?J`pime>&j;qcmA;|5c{6U(`oc+K>
z<2KS0t>uVBSIK0rHs=5{#p2$f(2(0<H|SS@W+!Euq0#s=SLu{y1rEk@b)|@Mrh*m#
zz=5XvL(x1yS0(AWd-3P3LcpDW-ZzGc*AmFz7&WW%=JlhwbpI3C5Ljl45IS@yGyS@q
zp-|YhNmUmS8dk5Rqlu^JB77EbU0GnkYAoH_e4kRtQ`{i5jIIerHQ@`#_vj>ySZfGh
zr^_oLnnLXM6F;ZSG8Mey&8T`NufqfvBVe0c5erQ4J|^Lg9}s7mBOCwmmF(~bZmw-1
ziDTyQVwdArBws!KMCfZ0!g`dD^-83}o9G6L3!{T*lf_*#^)7plI$4I>1{rPw<6wl_
z?_fgi1NuCs8APpy^|TZ~TA)J~F;e7#e>}n0-7v?GbQnx;v&@DUBq-lgb;vEyn@1XL
zk9qv*(ww9dHyUepv%R$8hV_o%7cvP_c+64$Uy#G>=CD;u=x2|CgZaqpXNq+3uNGfQ
zAzEZXDhXAW4kS}@C(5EFtl}?^(FeOmq((8j+b8c-z#z3yZ-z33k<7Q+$Y<)x+3o{S
zam{h2xNY<Z7fyJ#$<2wXfPK-`L}hsr(&9;Fz57DTRg#u}=0#yk1ZP;*AGz<7-xIX`
z)5KjJ(uJdo;%PpVp+LjuoigK<$A3<Hl=V1d+u}%X6u?|%vJDIjd`(HQd`$o<*Tx^A
zpC$R3zV{gv^-py6O@x$}W0e(oVIOXHB1;gIEyZNHZ%WE1bQesP(+3tIBA7(el#&|r
zx3q-?1_1pR$SOWMtBN2-yR^A7u`+Q@$<<)ECKsxC_kGrev8F|8)Ib(<u4w!&&VtqQ
z$1h>^_LsXSUV|SFt&nnU-0Q$Qht_$elHM-mikiogrGG|f@g&Rs>|dx<#@(4j^OO#~
z{dB|*?8-PZOH<&lbV-NwcxjdI(?6W5us=LX7)M2_=vIdvGXc0*J}U^)&B@KpG#yO`
z!R`o<C7-{KK%7~j-6lcF@pYgEW;`1eMaUZh+6~zNOgml)08=U%q_8pc+y6(Rg1&1d
z=CRCiSCal<rqkO;gB-Z5t+?rzV7~-lG6jY1IMXS(Ld#YJZpWoAGHY@2)q00zlQg6p
zS2TxM71SIGWSnu5lfGtW2Xf-4s;vML2Bph@&{SwX1yJrWdkNcC!A>nwS6J&~Q?}7J
z*Cq%J(q%B9H|Wh+2JizdM%21&q8THQjeps-Jq_2@T@|A2V=P-OG^mw5`hk>kS6QVg
z5yxhHiIUy0e00UW3-Kbu8m4#zY1|nqcdyH2jU1kxHf=bpbXM|7aPJm++Qx(Mx3hOA
zc!R&pa2AWoz+7@2SbjReJC@D!_UvpIssr{03h%6ff<Dj~#1XvziSGOEqApojm2Ke_
z{wp05pUy>XbL6Zvl2Aqb7jbXCn^ZV_dR4?ztYajIN<-vhesCrTa$^+uU+m=e>@PRu
zeoSiKxau05-Id<5C(?2uEWw>C>G_c3w@wn*u&zLHkYdt_0kKG;HZl}d`CvL@!Z^d7
zUxHiVPz=JEXEMRMUJw`NazLKclZew8iL$Gr#DBif^<GYi3N?EOJLGW%O)s@u-9+=R
zaf{aR5ZZYgs5t;u2NkfiJKFr7Q&nPK9?fHUTpv|<+y}Ompl4?&Uj`SM@W&L98|=)z
z=WKg=nunR>+m_g7eSfjlwPtT%7dBv!8zJZ+%tX+nDtt^gvPY->oiHEdfL%8=pbE&T
zQ!s|?ZE|O$GnwG(Jzhw{Xt|v{{!33oRw{k2vC2sl<(u$M?8*%yW4^B(nxK#~|D6fQ
zG;94P1T<W`o5jS9SPJWeCKcFHc~U0ct<qHT`Q4<A6B|@h7%2s}H0Gf=d>E8rpjRhS
z6`@S~)=c-~0xZA(myX`DM16Y62>xJmP<>y*<^*#NrYDcI@}4ofyAP?Em-h-Qh4E$D
z6J6r2W*OnKuucd!Q<i<!Mku`&wlbGa^R9eTyE;S*gw}aRqP6*;?FX04nCr_%YDC=S
zCE3AB`DH|=_j2GO9PN5Ii6a+=nb|Nh(K~vruxZH+JGRr^6a-%<_1Udhy{D~PlrR=A
zkS8#4w#MKSODz&2!(mSM8b<*YH0Ui8L#6Eil7t4)U$+7(W+;ct;~qW|$M0S1SB+x{
z8)QoN;{>|=)HKrulBc%AfJwTSX-9N(gQql@Jw}@n(^x7~BFeBn^BYXax@}d+DK($b
zOiGswHL6M`ytCj&1}bVa4DE54(lBgndLnj^=9lP-TGfe?7umGSiwMF^Q$oH<!q!(r
zKmHoV3f^S;5e`nI(AAU@KAQn7v~>x3lp77Z=}?ST1?a35)LTTNRz1VArKn2Yp~elb
z>1$|vuMUg*7`Wkh8=!7>tUe^8YV}4Nx71rw`lZeUidkPEn?@gA+%KyskqB7)dEPhz
z&q1q@5{vlb+KhQa%j{i^@rnL1e=MF44dj%>0V_H~^m49ZRaba}V+;_V)I@Nc95+q+
z85a3Z5=1iyxHghb#~PjYeRs7a`n;r|)PP4LjezbR0OA`+>G6ag&cr`C&l{_^dJ6%g
z$+iRm5u*uwq?MZOOvp;na>RUEv>CZ9NepfE7q+IV&xiOt@lqEiGz@W^tWr9)I`)WT
zREs2oV!!Z_FpC~LLpK%URx3_TC98(2G(Le9&61FWp=U#N%@_gSNdqeTX|)#ZlMzwC
z36zA<E*%moa>!Vo{Hl(8$9^=jywFtsx@2fc+L7OIHi~D47xRpfhX)V9t?V~ck%E#$
z4V~1=q*G98Ps<|8Q<B)5zpQVW8t-=g${@QEBP6mMICz9{iMCHm{VtK1RuW+lu-_@y
z7t-C71PI6Ny*wXVW${9kXc&3NMU;8Cj|>K{eQ*Udt&X26CieF3kxzw=uU{!T`__rf
zlRYht&<sJ3Qdp8(j)n1_P(JdbnpmQ_IIWy`bERUHha=Kd>xZiE$n`OhA;dDdQG$w|
zZ$DI3RB}D7-Q64Gq^VJg0(wp$IJpx@ncj7FO1kzY&jkd?;%=%Od{`Dg73w*E{AzCA
z{5irLZagn2VT%}oYr`y^QS!!B6blJi?h<W=!ndvhgQ@oJsrCAh%60$K0uk*3J!$6i
zB}^1a6HG=`JejJ;H<Gv5LFP%Vg~Zy6c|klm?AA$d84?o4pB+!8NIj0co`hqunmQuY
zwm92C6tH|F{z-`uuGt#+Y=JB0)nmT4cmW*G6nsIPUba-BW5hGN1=NMY7BYy<n2f+p
zoe~S7>a#`up!v1P=9@HbN*4NC)@b!s+Ecem_OoZNEl&sKB$5>jE}5P05k@KWb|#h;
zPpOfElR>KZpYwzAuX#n?++v(I@m9rlxsk{4UU8X7LQ?A5tZ9j~t~Xn7I`AV1BHS<H
z=_dvrjb`{isSN#1qg!(o?>w0^Io(uVY#dix>iH&R4f1Z}5(0dk;%e6Ill<&kvHI7H
z1?-yy@CAxIlk)W$1sh6^zLqxImPDqzjXu{?hhLFfJvk3fdjhHWoQ+b{NBz}v^dUXl
zSRa110i?#dD^ZiRN!uVB|NDf9#S{Pio|x6ScD}@_ya=KPS0E7$CX`PK7KA-Nz4Vg*
z>muG6n*HHeSgy8IG2N(4|D6Kx$%agBlaJ_28e1DpSs8hz6R^s`+p4ydWw=Uoy!c^5
zZJnzlvCXgH5KM$V!Bk?xSYCwl`94I(F*SSi+_V<OB$_9+GW+Aa1itoWyf0OipF?)!
zvM?s*Hoh0wXhbo!$&vj5SwlhX(etVCZycK}t@{YOs>)l#uX+Y$Q~4Vmi>!$ZmKU69
z)LYzZF7N&QpEX63qc^a^tPyfu&^%Y!bkJaT<xay`tWd$FS5=3GI@?`()xn1se0uew
zKXlk2C(~ilgnFi@B5RXa^>{75E;$yfbig6<r@d0!c+c=RYaCaDemsm-zU3add1(Tn
z050kqf1$Vtk1t!#geCY=3SN*mw+%BE?WZ<>lBYBnFH@F(8^Lbx%Ei_M#00>QqnNSJ
zfeCOI^Ij6!Uxw=trpiJEvrU+`gEaz7#tmZQkLq$(@NyT|NpKptFhW1a@-t0!d3-V9
zMu}MNf2&+p65Nhz%f)jS1&-<W27e9u`2sCyX@X>ta{xG~w}BkvM2nW$gJCt#ZG}bC
zO}|ADCe0TP&o?0)@;nk{5>!h^Y9>3nipvMHvMd(!U`z=G9NpdnAJJT+6GNVSMik)C
zPMjPQ2?^fgp{`(Tf{fRmx%T-ygg~>3!k?u|s;9-w%9W6OxziQ5{xDO<<?T8D-Js<%
zi${T13IkD<%h#$77m13O9xZ3omGh1U6yIv(P1@#Dv)G$|u7}}K-oKxA-tF$ac+a1&
zzNXx2AfKSTqkGH)KqB=iG6ID~27cC}Oz0uP?Dqi97zk_tPz#w>tyRT+h*V@uHpDij
zlAm0n9Y$sPo*oOp3Q&343em2s2+r2xib4E-@6?&j{3GFX>*TZCJvX_dWMj=%bru7Y
zKrI2}7{&X7Ky-?YfFx(rvhB#p;BPZ@q~)9E>Fs>M7cBQFTKEX@ARhUgzKX_8Hemm4
zn-(e5JOvoi%Z*;y?R|=E`;uWiF$E`EDm085g1JC;W-pXTyH-ND@}Wsr<FScC;di>J
z%d8bOKA-ieLGQbscM)Q9_3J9{U6Jc12)p^!3boF9HkY`JgZ~K5uRd5G`h|GbKv)y_
zw$GE{Cu@Iz#%XN`6yQQnPp|Otqd)MsF0^=Mf6-1fsztR~yOh(Rb`3_?a;j3YxK+m=
z;P*>_eUDM(AEV@78>4{#!Md=-t2wLY)lz3^wbXfSh7)EC)+7tOOQ&V7@zNhPPG^9(
zqZ-0*7XAV(dw18z$RLLjeRG7}ZtV?}H0f+B|7N*XG#JZ`J8iDt(jRqHye5-b7_}X;
z_~BV@0ZTH*+oKl?^kVvqL0Z|@=Z#-w=Q>gKmyoZk<R}TF4G~O{k1JJr%V&4(!2C=@
zV{85=Fv$bx_*k{MQd1p`BmO*h-<f8*Y)q58ATC*c6da*HOf4P_70+|36wzGUUd?)(
z8hOFMBMCm{&Gl{<hwM|@WSSW>;*cSG<=&`-e;*5`9BFjYuz&^JLH2Zp@XucaV#1MG
zntd65){D75>i)e`gZ2tMZce(PEORIeJ($SGuK5!xM%m81(em_W=K8xFLl~6}J^~HY
zh$BZg5DI7qx*+LG=HUyp@!M~=?ANEE-`;DmiDj8NJHUI^0YA<B3*E!S+|PJ0em%)F
zy&X??3c;uuAZ^c!bst}VD!z2z1M0+fS#hH^8BLF5C~L+90|Z7W`py9GuFO_{c}-n`
zWL0s%7z+yzw}<jZ0ay|Qxx+)fk)Hq?_Wfu{QIQxq`Ws_o<BnG`02@bll32xdZ~?c8
zAeA~E4!;C+XNs|3VzIP<vg;GP0{AEI+E1x(qo#{A)T*wE40?eDEWbdc-Vzuo-`eur
zODM~T^{h-5{#r&~L^#{2w<}_9xwT=GyYb@LwJm$mf(i$s!K_7(a}#trpuEw4ls`b#
zg@J%pOB=A^2AQV2!2`B5r&BBR7lG+!8vwo|LV&&oO2LHkIRCjQdqJNOFy5Pise64C
z;POJioePEgydRY@5|uUn%uZ-`j+wV4q2hZ*iR$FPbtOseeA?#mi>wXV<<fz3Rae}a
ztj%MyqrdTTp{e@?&(3Ku`K3Dv$7h6;xfM=;h{cB5;TYA+A!veU5K`AQ7%0#S>cLKT
zKX|QlQ}mzNAtk5%{|*jEABTZEA)C_$3}{=<+#yinEC_?6e0oKn{9b7PQ!S!uE;D~r
zQ9(&)y|lMYN+6-{LWOU7u-=c-2^}5D!|<aVtYQ~*x5yd*YukG^qX16fOubzrbIYYo
zMOWmXMY>d!bw*Hl1FAPP{Xj88*JarWuzNY3%Ce=SvjC?UtR5k^&Ho|Wk>Buu00K@Y
zAqX}e9u+!b;9qc=lju#w4Z&<3WOjCe6emSZ<pN@V@)$Nuy_Walwq;QF!yh2}^db#+
z3F#JF9$W1Fu-UQScsbF;<w#gOM#N$zfVJc}Df^EU2UIou8yC=Y2q1gRUS4eK`2WtT
zkXTAWBfb-fc{0_Rg-GRvj_DNjm!#3)j=TsR6V@TXvzf|OTPe-l%(WAVg!%B#3`zEM
z3e}21-QB7`KN09>*MiVE!OJo6yc5u-|NogXmsX98j1n73Apmv?NcRRsR-x|=$?SBT
z`*&gxk8ws_>^w5%0<U43*_fA#KCm=vQN9tgJu2Ul`5GIW?d*_&w(5BiS?HnbwjKA+
z(+DuhkOCK)y@_08VDP4Pq~Ucszy=d|pFoi&z*ZV-a<TnP!zxP2k3!83eopAwOG?Z?
z%Lb^^uVO;FrVb~~0j4()%1|zA{{7--{l*Ky`=hGcLER^R?IvfCuJN+|VnhJSMh6$<
zc>&ren^7M+)Wo{g7o!e%umA3>bv|H=2dw80M}V|3{=(v47DE^O@YVqsOCZ8N`yDRM
z4Xli)PKPs0)egII0(GGqVCsPAv_J9cJHQk)0&}Jqc$g4<c#QhKj%m9r<Jdpyg6sqZ
zuqcRw;ZG(ocLf6(fx&?ru+k!D3X5YtX8T-5KaGprN&nr`m3abg?okD)ic-bHsX{E_
zyFDr>meSb<OAQEpUlQ~Bf?wITdqMEGjXHTthOp`O{|fxDsT2R-P>7Dx1cbHn<10QW
z5)YU|fgH9Q4sY(4_NTM^$32h^emMG0UOwM%7vq1!OkPgmuCxt1vkLwe{9@g20UV@I
zmo#)|1a&%t+>Y>D@AHjrXR?1`8L;DYpygfzk|4k{;GD(y?}VWTzFhQQXm-0urIQwm
z1<~sO;u~R5=LWGrKK<Y16rQt>0<O%00PPF?ON!Cfk(zRHQBz72U@7{SuYs5alo<;k
zh`TtXbrb+EOSS3@_9t=`|A_oIbHnMAz+EbrC9d$(tzo4;6%=OgUmjxVzW_vl0bof2
ztown;#s8#!Pz(OHtLJuw${!n@EbDCK|9xxBnR>0_J;-JL0yP4HV2&s|8pI$mK&B**
zBIff4;JyABvHyf^a7r<fdC|Ojl?h<;EG?HG1Apw?+=GM@0TdE`Y+xCV!ukH+91?vE
zDA)-48Nd^M>Ih)Z|Ng^VwPI|y{C|#;{7C;pHZCG8N>B}miP56R|928340~1E76DhB
z*zZkSVdcLg6h-InlZyQJ0Ug;Oxa8G0FHImb^Lvf}0I}hL?kxX4yjlAHxadvDz^nD?
zy%{<l^o}VhDRIRMfPO@XR2MicV+{_b`&{vGAR^N2DnC6N<Pbm(7#M|wghq1BKM|Ld
zw6{j5iOq7G_aWx=H1R^O&N}~p#@{an$=I#<u&7@w*qeeR93%@iqw$^3GFr_f?dWSa
zFx}bi`e1oGXU2v8o-SA%2Zq_tUYLOqVFSqk{sjRdlfI2nMS%QT^~V688~BA>G%^Gk
zgno32B})MpQH!*EcmA7y-zW-F88*b^7ER7L2v?~y&;T@kLx~*vYtP833oz^{KpniH
z*z(o!#8bF`w-faIC29Duq328j|1%BwMh{4UQUKlJYoKHSk+IY{&@Y62j$|S6sUIch
zo39k~e|@&M7yI9H`}N1aKY?9WgvLSq`yM**J<z`->WVFoY|;97YzyE(luy9d9Mt-E
z{R<f@c&xyh3lE(=0uZu2sP}o}6Ui|XfV81x(cycgG&(GX65;*Qrdt^Za`4#5juw9L
z*Q*_FH~e8O0L`HP+pAl!iif=+_XU1W{iy;)^(JR)!Law}NXXm9uQnt>xjPW0N(H={
zztL?2$Cf4`ur<ic^$=i*SIkgTRowtF5}gl!F4(N*SRrlTfwMdB#xv{;M#bl~(<=!F
zpA$;Q0?j3@w!{1>7Vfwiyp!%O=yiz%(e=8*;ded?0d1LeKwbZP+~VemGyVAYZzBvQ
z7CF)fY9!c@zK?MdVQ;9yUwoI;4EkM#Sbdj?=*_7f#|$r`QXQ@8?={s(p=zD^DC~_`
z>wl+zAO8%VDg?hBG7#@C`gZOec^7QopC^nR_M4@u;iaSohu8~GL9^i&2h)+%E3cK^
z78yx5H$KRZoE%udRP5@Dp$eG22AL6HwT23V0&hx+i^V~#L7#~1rTNK$b!*l|r9~Eu
zZOqJt_=V`GP~@$q0ukWa0C;;ujpeKX2qS<#bHPA{0M@xoz?wflKL^}T)IYNMa%mtD
z_I2|qI7Q%9h53*W7q`8kC6S?y?i+8-(7V=wn)rK16@_`p*LZOtTbp_q$5BUBmUAq;
zTI#=F1Y{v64ZEaJ$^_uXgZ(DgNV-rswEoMwhvsX5=cC;R<h3{#bUjhw!jiW*T=Vd=
z6yJAsm<(7_YUenm^$5G4n0MW9TbO)QQW`H-V<84{K2XfGqONW<Xq5$<O#^*oPqjHm
z?ANcpfq}3IABemRwmo&L9j=x5QaHe;d6)?>a`#X^ZvED-mkG(0)SNY+1ZRScrXWqk
zhZGbTxBK!wVIZ~uYR!i>v1sH{5g~I;E-WCPBqkvNZ~NO_fI5b6L|Rot$*^L}u?zT_
zyP<Kz%GKpnZx8vc-8pX>dS|6GS|7GqpmZeg*3<`YfJ9dPXCO$+52&}O0B9Cyvw8tY
zufl#)3i<*C;U;~9gOj8gY9VnKUZpG7FTIGjSgJ|lQzO1hY+dcOrJ|`nYRneq6|P%G
z{#%>D=WK$B^;-Z?{7NBy1_s#VOiZYdvwV?9Bzt>%pdh6LsYp<%X!G@gr6O~UPsr9@
zn`LsC`{F2D#-;t&zhetV_h)ww4nLJdMnwqkVG$`Lyfr5CK<+CDPbdI&HL!qGhi~%Y
zsMOTLkqezopI4D9E2@OI2N8APmTmY8I5tTofot8#t>nGW<1IOpkz$y(kmPguKq^$y
zNAhc?z&y46<j=1RIJDMvm!?GZ3N^>)D+XH$l0}7Pu`Lqd|JO>Z+{xfOJ&`yJjNe-=
zCAoM^nRqx!s5rvaRG4HvFJ4=ph1quzEodM`ILD=GW%@Y0tiC``|JcAc{o3-$9KveZ
z?`-n-`tZR9p*7N&=d6aqkH-CWoP2haZT;b-p2A_yEKCl*xqC0X)6{Y47rwLrc~D2P
z4~qKZV)R85N%992xl+Y&{nRn$^OJQR)QD9VUmbp%Ict{{dj+NCnBTbB)?Y?$HSY@*
zvl~ck!+z|N5jOhVTYJ}qugbHhiXmIDg<*vk?~!_6;9m{;Vk5oNVI+>J6#&=H1%?;X
zHGJIn<T$yDGB@<;JTF6rE#go9))>Kq=f3lPMLFI@)8f^nGOQedrb4)As`@9Dll6R(
zVlw!gu&-M?9qYjgIH)jlk^L!7@+$`4Q>I7MQogFU%Zr7Qv5q3ZK;R7T*V-4|C2C{{
zUWeX_+E7{?u)MpkTfAt(OLlL4jlBdtx)5-52SQmbhFl3$$<HUyl4*GY>C52scxY_L
zh1|kpGPo%iA84?-rZ?@I#x7uBSZ#+%$svNgjEx<HKUP|o6IU6EEY9aMCx`x2%DZb#
zP3f9kTjtC1Cu9Eim>+*+R=(#%$RUf;SvKP+vp!74byhj)*NS+kM9MsmRiM^%OzAkU
z*H#A`q#@lZ1ea}-yDXio@z!ClgdKJY{J#q(=u)k?S8g~kBLhu$)>t|IxKo}{aa1G>
zY0L|R^iB0%)qO;5-so1#796y2dWs~C6i4n%Z<>Vqr74H_wYlfB7N<~ZOUL+s!ChRy
zKP#axZL3d>Fj3=iTs0QOe<Xy|joL1_bX3TGkW^uM()2|4c`dvbF8dXy`p1sp5%Ioy
zCSO5>N{l(%1La)fw22&ITP44v_}tY;-)pf+W3@BKMypCmo(0l1XSk2Ffg0IA-5zYF
z)m&|^)Lac@$S#k+Z6vM{qso3g-~eZ;qVkfiuC*(Z?Pm%>wk{UBNd^mF*URkA#p;lO
zMk_787c0w17lsD!IF6EkID>N66F~py7#KRgzg8Lpy8~zj4XAI;Ci5b-qOI8_KIa(1
zwUYjI4K2c@`bg1V7&;SeowuNyhU=X6E1xbLhT(V9WGpBfCK+h49Ne;Uy`m+^ox~DV
z#tC5}t)Z6^GJ-fV&ihi$EAQ<EA;MbR>&LNNZAzNvTE4AhUP!*h!PjZ#nE72%FZeSa
zrpoL|zCrOI&iTiOV8BZQTfj&*!yaf}8F+!*KHaoNgI)`C171*E+zG;fPI?Seu;s}1
zyEYn{aVXtH7@Vxt-hQ^sy86&mG?Ph0D4Kur+JZ`F>qfHs%h^`_sl+Y3S_PG>`?iq*
zW8-Sew{Lxizwp3wfYre$@B6s_<L9l2);vr-6;A5$ccF<|MR3q|Tz4n+sWK46{aF}J
zem(poESk&1h?`n6)cuRcroy1{m^hW%{j)0VT0d~apfU*4vT1<R^*o1z$~PZ8L9!U=
z76cPTTYa7rn$Slb%VVaNxbwCl%V^kUJD|;WU~t;2mKrN;8_nV#IGN+GuTOL<z7<L2
z&S}a%HB>pfoapaTcPzaW%HIin3;QuYP(w%iuTPz0``^Fjd}`$747?Xn*uyv3hqIw>
zqBXx<#m1C2e+3A<77)@&t%HBoT=z&9FOvEN`3jZ7OUHPUl7XRk*te%K6t2mt?Um>;
zIN%Nt4~RiVM)uncY;Nqg`Y?D%=eNqMs!UMF^jju8S*Rr}95DCq8?1eHf_pmUFim*u
zt6oa>#uW9mR|?ZuW`noG5Potbk1#*}XW8d|4AQi!ff`LtEX7#qZDz(pe0=f}lwbK@
z4gEeyjvAIW+||gUlHBxmd=zHOL)$4^#ya;b)6^9lW?;%8Fv_9M@*=ucZ&FzGZ6+lV
z6IPqAJ{w5JCi^mMOdGRY;q-Q~3&vGXojVV8Bnk-xqr6kFG&5`49!%&I{=1W63%!GR
zNcSz9L(n=?1a*@=t7ygi=L32Nnxyz+1YW_8JE4;E_EC`x*_a8IQ0qHuUi3F*5cMW!
z<s5)tL+>S%8<~gN-=n1#D7L~i-eIv^93>FnR=~fLIzufD#ABbSGBH!iF8eeDTTRN2
zO$&)%KU-h<b}@UjPI#>4HM=if8IVH0B7lEoK^hL*mghxVe^EdEN1@hSzvlSXJ4rN!
zH`@mfZwaF+%Hb!XMYdFA2k6U$K<$nYkalnP^x!rGVz@vxl1~(U$t0Kmu-={`XusW1
zBC6k=-Rr5{KYR2kG&~G#y>#O*U28EGRzs}VSH)R5ve%87)*FQvFgHt!FkGkV`81;G
zGv#2lG~U#k7S5ZHy5zElcnjs#+0uArpFmfMh9hdt-a0*ayhz8T!YDo-&i)uH_|&Dh
zXLk+f1TaW^1J6sWAC#l8c@ol$Y-aYT+>0+L((Lu~B<?v&)CiyX6=(7wc0Io1o;k8&
z9JWruCd1pP*SkCgZ{!Y6=L&!DC;$VLG?aeMvt;-D*W<O8OcFcX{mrQ~h@U#YUbJmG
zf2(U?EN0{+$3PO#<92;IBA1Ze=sSsg5$K&(@o;grdB{snm(#y8-F6~j1G|m_`)qG@
zc;4}iDjwT3_h-#T33+Eu=cPqs*R(Xhd@fIiNzolj_&}ETs&|R+iDU`Ka7-;(vg~9x
z&nF&gJiaDR(bL!Zv3n>#$LU2>ff;b!!7{vm%Ozzq?=AK3!nXU@#Jm>KHgv1%Di*ki
z$ug@lL6lS76<6&EYV~wPoP;-Z@G;C6Iq%V=PBF^1)_7)B;_C7nz;6#hqvO}@1~O3S
zVdv)N^7=dpLi_PRUqQ*n#?3JBvWO(n*wpT~XIgHXXO{L0A-X6vAEF3!)B=x7PV_bH
z_^-GSQhZFCRw^Q5!F%{|2{|%1I0&|!qg<)A@k9lG;TbLxj()UL<oM6B5)t258Nu$U
z-7vfknJeQ+gNJLCg3q5+1Q@<Y2BZm_6c!Y9KX7^E81~A#*1A;-6~SmrH9f<&Odr_)
zHbCNFWA^P4MgF<fOAh_q*2HL1jRk-t+-+{+*s70(giy5=)1Yaq97WhSJ%*B6stU?V
zUgVPb#|lJR+D~cLT7_mjY|+{*3)3j<vzCmQcdfE1aAD(_!w&VjS6idmsXU+jH9QSN
z{@IfI;&;pASgVJ?;I#n#HR_Hi5_!oHY@{<G86Jv@L}@91U)lt7VUFCqTTapVbs!Zw
z^D-_e?hhC+%Q}s^#qWxk#nO{{vFMutNo3pNf5^T4F~vJ)u1~R0*d<Zx#^|B!Krp<y
zXpvTacMpDSIptqfd9Hr%;Cz@oS}hHqKNorI*vZ^rA-d5wx1~kh3!6b=VzcbOF5j)S
zP19@mbsS-z-;+2n_su#=h3l7hsQM2mSQ=FDF6%cSKQx0V`ig{}L|p}cgCMLb{q@Aa
znU%-0H)F;N&Elr!oJ07%#m)%DeZTyK)4lZGa#t~;cJYl0Oy8`@(yLDNh6D;-G^J$1
ziD~?$sJE!XEc}Xzii$MoD*~v<3_<%NwtDFyY1p`~nrk_?yo)!=lDPG;#?cmSgsZC6
zV}cY$50)v41#9L+$hD#|%qz{mL=kLokc54h>5&%;h(wI7;laZzifBJ2H#>sw(n0Wn
zhI)Xzw}?<zB#7%{cMY$F3A0Xf2r?csxv(%Ph?E_cQh2^4@IEFDCj4!brfax+o1^Uo
zM;P*no&_h$P(XcF5w6B@Y+!i4MUv~aimjL9R|ejAQa(#_wjak!L&hXC45%zCDdF{R
zd_5f7EP1HBBHkw=PP^nQhGIxmwe_$eBJ*%kXTg2TcjB_u+;iTQ?Xp4q{U*DOeZ6LQ
zh&z9EIEq#8VaHMSR<RalkaU{-Wuy~ss6AI%21Zn^$PBLd^zVU%=<U}?Z{D4OdsmX;
zRnB-~udwx{t(EI05Y|sD%W*-<MS6zwxt$kuXsE+DZ6J%!uQ&NRtx3x6P}N{-fK5Em
zs}{r$LK~d7(`DY<Jyc$iZwFs-yfD?jDF~|D^te7D0#ml8q)|O{&OOBKk~EZt%8~)A
zO4lYj)jQD5;P|5Rg-7^KeoiPuw+atbhxF4(qa(wJ_df`0eP?Yz&Oj0Ev<r{nim}at
z%d<)walKRgz%Q}z^Opu3hGyVZge26FQ}YvE5H(;C>pTZWdz`kVbZR7aJEY3s9%H`(
zb(D|X*DhL^e2P2z+8g?6Q{r;cmo`-0MNb#PM*n$?*KGq^5_Ee0Y+9HqnaDN$8{`a>
zyRJJYL}S9Qb?P<vT`Q$r-C+XVk0z!5+QTNY7ci_mRTJBKI-=X+kYT?_ZH}b>!QJEb
z(ypZOD0U@&-%o}L6VvT*wlJALwW!eWC*IBw1$}$KW0>i?d7$wL?dT8#kFrR6y3mHU
zxI+M*5ADmgmVnCg%Sm8>7s<-TUHCaDn5Zrg58nT*Hv!8saU7>SQh}diB1tUS3}l^4
z?k^_3$Pi7C@M*lR#Y+z>()^j0f^jYC^o?!7TE!gByY7HN-%b7M@?oJxM(f2)Q_5jm
zN%s~>(0FSFW>hzWdN``39|p<k#8q<v?-G^rbnM*wWl-3^#3CLZ{j+gKfX%o{K-rf>
zVsF&T&FI(5+rxbaKgu0#oMSz0{^kGa?Jc9CYU94qA*H)}072<)q*Fo!Mv#z_?i>)1
zZjcb^E-9&@OBx9&=@uoV8wK%Pb3f1da?Yps%gb7<H7tf<@2mI!R|BAlbprpOQaEy1
z2J+UY>SC{xR^OLf&_0Z%|8n;JV3G|byz-h)G>i-W^67^?R9>N>WbM(`tOpI_m8tG^
z8`#wyZ9*c#+g;q#g$+x2rm=B;8I4wNPV}M%hv|9+AEH?FO??)W!?*S16Z5<HnD#CX
z+tw(d-Ca<@o2=F3d0#@{An(E$o$<xjuPtlHW}-+MF+_|Ka~D=chX^l{Q?B$N(l%4e
z---r0icxo%IG~|4(OV2f7O_)<=em|`JgMeCpn2eRJMI!?9G$l{Ll*=M%^S0S-v^u2
zc^df+pT??-QSefzFHZ61Z<pB0F4uN^5i5O%J1iZYgOg{b7;7VbFd3EL1V<%AIT-;<
zZGmP;iDfxBeVopzJV*^quKx)3fnLHz`OM!r22JkuC(=_=96v948^ps^(^;6tj<>4`
znuW6({L9?^>%<`1afhMp&R_Ae7~x9~O{tYaVycXVm<#kh6`hTZPL8zD<HjSxn?$na
z>7JO-CP&1G&e33nm9lE}yPl(hDM<L_hUtfkJQhGdPkvR_SO8N^XDI<|bNa~3!(@_a
zoj8*$>bVUIyGMAt(Md;P0`2H)JSx^Kuh%kS*xJD<@BL`8#mNY*YeyoX8;Y5%PZQfy
ziWoT<gXLx^zXNx5Q{*WRm-%KA@%$F}j-<LG;8|gkTH54(uPl8QQub2r=k9!v)_T8$
zwe@0cZQCZA!l$hdhTaDQ`zjqG5AutDqJOd<tj4Sq$@bCPD1kE92C`Otzp<j4n92OU
zr_koncMWlro8@dT0OwdK{!;C9;(zB3SKr?(9_r}6rLNvG!V-<tD2P6-!esXLCmHwk
z%rFGLk$)Z)#i^aT$!EPtb<ao|-$K-?&7%eTYn2r2Bs_?)5?qh``SYvb!-DgqKZ~EH
z$>p5xZcd?ZAE2TD!lgOVbbE{O-|irbCCRL%LK4NWRErg9`2p527vIMtE-Ml5?Jr}W
z_M7X>GCQLbL*i^dzXk_mSBsBsej6jgo?TDoSS^JOIF8}T<ma*1N7lRE#Mn`T|3*<|
z>l5~Jjk|Ec(Fe0HBz@G$29=cl@7GuKxmOWSK7rMo`=hUrV~w7ZK`Ay~rBZBy2JRPo
z517e0pU@VD<ziC|!XrqX4SnfAZuYSf2JA15@<9Y<-bO`d=Hfm9MATnfNFkT%a<<jv
z#>3X>4>+iuu3Z&DLy~mnxeCf%#~HR;nrU9eJ*fOw!q$kBMF`3PqZp3i?$pEEZaN<z
z6cK2%gzk&9PE5v$Z}*Er#{};D99<sjl1RX7*K_cUM=#5hiu@cOO`~Q!pgfj1zf>-K
znH16g>uWDvb<VTUU<x`tlkRb})Mm3Ybn1+p4F06|bP}Pm5GZC>y;_78h={>Qy>Yq&
zhmVuc6%FT{`i;g|lku$G^dkYN`62c~)@McK4)Gk_)6?ut=+#r@?wgI+q8<T7nu`pc
zcVijhbMiuo%E!tdL;z19h6#c*e<0VBbI_s<6M%lSryo1E8xV<n(cR})vbp|>p>O8+
zm;n2s+?&<tFfI1prv|h46=L@3qP)jWGBg+VywdI>Tuo4?UU2e^X@z>aZ<gIMIy^C3
ze3Z#Qg7Go@+cRn#>z~1f?e=h{8KvL9rw>1tclUelT3l{nLUb|1vfvstlfq-3SVUP@
zR6pb9tmVQX(3npVn&|+r1$wOfiV7U?oSrM)Tv#FULp5e#S+FY-Or~CGax}9+UO(sA
zv=vvHK0j~8)8I*Z8O~u2lTwOc2-x{I7%=JrNgtRg-B%Bf+Yk94Co9+lLDCsiq$DL_
zzPq=dxTIs&YjAvE*lnMTzF~1M!x%msq+PAh&T+=?%RQ{r)~}kYJCKgU_%Qzut|E%5
z-2Edp^`X_w<mEFRecEg@nFTkYgGcI(Yh%|si(!z>P15=$cJq-eqrM|)k6kZ0UIB*f
zHUdb{)b;0@nGA)RJ_K|%gT^rRbU~s^X`wWPyl>Q>(9*mC$E2G%ORBAFtjBoVGHF)k
zkfxb-xYu#=(teKMZ0Xk_^}51!g4&4XQu_WbenHw~2G^Jdb$Ymp@&zK5bYVnH(BXy5
z&3D@<!BDwaS;#2kSKVJj2)1T3M@A{Q5uvkqJU??x`)<FK69%Vyq~(8(t(>oJ0eUHR
zxsX0MQdgjgYh}HZ=-6Q=KqI1nYZvqqqQ9s^#7ngu?srwsnn|YU?d|CcAIjmXT2iDM
zPX0^NWFv<{Q^24HLqu8I1{(-(JUSj;8sX33ubaN&!DM!d)EE|74{gL14I_j}J)WiK
zIo=(P0SV9g+`4@h@TBOG&p7vX7kQ_+B7*yUExg=!6$vUZLt4mKv4EJA=Nm%2y$lK+
zJgFr`d8-tgPrR@{+zL;r)%>5dncyp0=IGa;zn~X}FL_p~G=g#*RK?G<Z^Ye<=TE)U
zy4iFPm(frlY;f`1;kvM8gTQggr?8HY@5m>Es8oTnl980jDjptqXu9I%0f)2A4aPP0
zASAWlgj<Fz0X2H+CtP%R0%CIvq&SYI@eTnDBr!cb3NQ`GLH2;k@mgo-{7T^M;Uf+X
zoZqX!9z6<FZcKiQPlb`EeA$?{?DJ^<f+;<L>43>XSr*I{R6*>!8dFB-!oTygPd6Sh
z(I)CrxNXiJL8e`cEy*F*k`nognN^)y7(8jtPX(ua3HH{|5igBJtNp&I%$>8iHX!S5
z%uQM!?8;(#-cGxgU$y?SuE^YcAmbrRcurSE@JDKs884?hpUwU*c*v%~v@DTz8QRIa
z>b=up(ugwry#xZMtx%OR+}M%HMulX{3{<PFS>sn+6E+@IochaLG;;y?aLb$*H4#OF
z^-e#b=Wapuk1qvMGffl?3Gm>(NvYz`U+b2W47V#WefHdqLF40Lm;UGmi^sK{JsO+X
z`wG&mMVwc5zg35jk&{DZWEhbQ3}APE@*_pt0>DEzKomFC=C!}!C1^eN8JOrUZ>+1S
z-P7<181QF6n94jVs&DHMF0w8BH7HI#12O2`6$ts3;qoJ8cqY`c{sT3aN^->LT~|d)
z#aM1Mh68^Zx4cw*zTti!uGq-v52hF!oA=SP&VxD}obU=;R9*6VJE-O??L~B5K-iUa
zee`UFATH;EM=`FutL5NiRmPzw9^9#4kmy~}AU0%F?MJnhZsOv=bW<Xi9^$=};<d0$
zo^r9Axg9pzkBaMn;w4JMT0?d~&WD_YvrH*3uTa8I|5ah0iA+e>k1=v(NzQGXP^^5I
ztvPh2SQ(rVvxgZ1JZyM9mXdc6X_yX>8$4POt{dOy&q=0dW>Sxhfb(u!TieDu5C|qw
zilDBjdXG<coyyb29j8(2ozvo$n9pDcY4vjP(t0E)%&ua&Scq!RNrk@Fq2ZabFjpQ}
zo|dJ^PO}-Z&_8FH!J<jQ)xPD(LRX4ySgqyas=`?u40(u)?%1E==W6f~KSsZdvJ$t-
zXb9SBc=$|=-*|VsF{L87#eB=7pbG_T>R=@vi(em_`Cu?!$|NsrrG|zgsPahzi_nkL
z<B0P-`6qzAtf#9^5tRYNua(?La$%Xm40fAQ^AmOr5s@y(!Qo1;HFQyDnYKMY(8_Y3
zM{?06bG20GDY(_Tj%REjl>|To8G3f+{%w9f(!UubfEZm%fj9?0a5m48^!Z+zMZ+Gn
z?9xr&?sJR@Mc>=oyV)ds8wEVm)j#UL+0L**8b?P2908~yLp9E>+Ljy-?U{l?Z~edq
zHWPT9X(Yumb*M{up*Q>8hqJrCA}7^+Jp=!nQbfhYUxM7Ko}mX??kuHQzFzg2%_YMv
zWU{r6Sywq`624K)E;Eiil3#?3%kms@qpHL(siNp0*&#1P+PGhfghxz?)DS9K+*K|$
zSDCs98*GnE7n!SwK~A#V*0FK83*Ss@;igbWY{GKftO6bpV4eQ>acOdX+En%S!Lg<|
zWfaBpB(%PpEWy)zN);z@LX<ndC{MY6;Jm-mY38x8<A$=a6|za}1TlE|Y)*2lwSjPk
zbGjum^>nZ=-NxWr*JKACpxmS!HS#!<bJd&9jF{X8Rq$yV&p^QSYUEUr$`)XeQ6i&O
zfOqxgLY*amyF#kphzJR7Aib(LdO}0xX&}fl6i5S6u(oDH=1l_Or5RYi<jq~bW{X3=
z5`qy3C{p$MJY`W<k=FW^W?iDZ<k5yjn8uAh)M+U^<8B|H!)RccEE&(_x^HttODxAf
zsc-UY{5x_dRFfUg{Sx*5ujzfYn17oHe5}K6J$geif10g+`1axm_OKm&|B30sWcs_+
zannxbWnxo9rKJwll|6k#*hQ~RiA!av%J&kS+trGila*gJy$D0ZcmZ*n<r+C*+rvDD
z!DMa1NZT}Q`57%k;ivfp=j>-%Xk$amlHKJb>)%>LTWQo)D8kaq3S!YtddQ*imqz4x
z@$nUdx)@W$)fKBnyK7ZlLtsa+Eis&^msm4M-=UuSTb120td$XWn`P;EHlpT2$6WU%
z78BGaftfNLhzyZIu3muNH~?JO!VV4`rEWGtk-BiNiMu=hgQZ5?fq?;N9$<9{-mHUG
zS5j8SRF0zxuCEuk*zNJ2*Hl%Nm6s2xc5jKEJ$GXdxj4l{=XA|Cf22N&QqfBG+D@vf
zC8}X9;P8`r(=Ba3E*b8kA~fcQOQWW(ewQ31UPZK{_@q#6GFuS#FgHDwg`FCq9I1ui
z$-K~CR<p9IA;DD-n;m~wHST-8)!6PvC?WdD$wLfm8#pf_m!VVoPnonNUlY8_w~#jz
z(M<#%k$STh_e&=N+v`(kukt#AQYAS-jhWwh=aP|Sn}QcDB=yM?JJ}ZqEn8|gfj3)*
zg+=SC*;a}H6Gz*5`l8I|B&nJ~)Tv%tvj?&RU8!qgE#~$=L_li+$d*dfnGS-ix(Evk
z1BMa&?sN!fg<QAmilTrmlsU*vSU}j3wt4O`cX&_c%Ry+~sriPy)a{983g|%T!KJfp
zP8s!<2$C94Itavvc(9rKQcu?kJrc0Agc%+-VUO~J1|55U?RzB2X;Ve5BUP#DC~A<K
z=UM2L+q}oA`={V(yW;!2uAtNsmGFqUs;dGg?wpZ)CQ^iw6G7Ar3w7*X#WW5QHd22r
zbaXoXBP;blV0<l32plW+7Ks@TWgZ7~waP4i!MMx0u<97()5i+R8Q~`Q3`z+8ZZ~*Z
zIW=2;oUgL{<G-OOHoiM&UNSNP6|s-(gJF_iCQrV<7{S}FcD`5g@;Ls?)$w<4GjV_1
zJ4x$}`UtwFP7~=ATdJ@Rl_6W)@n3-Jyaeo0*P|72h%B(esdJd;xj0;=1R}J7a9qmw
z#|l_IEbpX3$T?vfKo<)RSxpzBlHLap$Z}@8L2r3Z@S|?JRlC=yal?`th?%;Igl+CC
zgpTy+Xkvt@xFNrY$Ow&ER&B>yUeaD61T0uoZN~Ywo`u~5_8<c$FFYktNtjd9PWB!D
zu^{5ZKud#%#zWFJgSEs$sYH&DH_GbFgFme{T4!H9rst);UU=b~Q2sN~R}IZyCE?w5
z9-iQveDg~i(^p&Zk>mfwzmN-D>*eC^F%C**HX02|lFUfbtc?iZ=cx~3Z{=jWvTbIF
zP#r%U5kWZ#6&f8=t?FGao-F?n=RR}!$^C6*rk~_CA$T6?`_4Q)Sw`q7#@a1T0g}HD
z!MqY(^&|z+NfCgdR^YPU)v}ZO=47|%odqC;7&JT6gGpB4-woy<i0?o@?*8{=smUpJ
zWJDS50@yXMvauBce}AN^D92|l8t@tOfh{>mkrhLJBA~aizZy>y6HcPKe!e=Jan6%j
zloIP*USI!`+!cO})>|}YB%WMC35Rt?ji{$ReJE43+x1x=_#m+n>F^n@C8db3L!X{g
ze4ZWNV16Un5Y&r<^Jc#T9~vtv2iK6GDGJE0m)vZ0+DmFk|1-zla}OdZiozdC@;Ae2
z<XM_oW79<Guq1HP^PI#QJ}SnS@jpN3TJ{!OcssQ6KH*>cZF;qML|NxXcmk6x-CJ;M
z?~A?OF08m>&JBF)V_=9KB!=3d?u&;yC+v?{&7o$uaH!ix52*|oB%-)2ZpJ6|gNKxG
zZH48ypP@5Kq#8pG{C4DQlwH-SlE?cvhAJT;TQrF-T1DYSA%LbvfQd&Hbh<UPmHXxh
z1#&m>?~V`|u7b=Y{@x#bGwu>t<lhZOC93VkflvboM!B1R`<L?j*48O9SBkgmhS}cU
z9%LE4{!Kll=oJZV`&!8qz$_P+_RZ+wSWqy%CjD_B>{nk5rcz0ja;w#EYF}S$C6TAz
zLW)&p@2g(R@IbO#pH1AbNmZg%`?9oH$dE%A=;lIckK<qC;R(&1?q&K}x9(bsn7%Tj
zu3DbrIzh*6P!4Wl#GSDve#75v@b`CG(VMNwFSw7MxQ6V_YD|7qyFa|4o#J`?#Ol;a
zTH&GC#kA8;Di2GExr0xRh`%c))XAvBzvvXYDQgI6(nTLIXSHHN4vpCPM*CiV1f^xS
zU;gyxxi0<}j8=`>{ll~p{5#pIJNh2<wWv)Zkd`++)?<3LJ8}K}3h2l0LoWSIJ7;P;
zJPyCU7UHmc+BA5!{dR6!C=-lf5H(^xRj8CM>cSBC?{*#8obZj{2hW~8GuscWABKY9
z7;{5x3k-cp?9~0Z=>CJh--|!9O-oE|J_aZ31lws#Zat1niMb?<W9o~~`m_0y6Xe)A
zReIu5TkdEL!8c$~eE)oU4!8S@Vx3db#9e)v$uC5^<t~s;QxoY7j$n)<eOV_$E|6y}
zeuPIO<9KuUoKtPB2UVWBLe>fnNoWs7&2qjTK(i3OG?tYpskHgdeM$<~CR;A3z4$US
zkbISwMkSM+>bW`S2A!1xKU`Qa5?6i019=TMY#Vae2tP1=b+9xPqk_PH{auCs`MY{E
z<#RZcKx&>_=6hUYF+tsOCWCkp$SO}Wxr?r7V`)~Bth)+{&VH1AR!<hsZOUi5ct^OP
zExt>UfMXBnIRn6O<rF0SY=9XH^5SFNmYte6K}_2ah~IJh_xIWeM`Kw}N7w+?s`cJ`
zxZEU&>mil{Qw5eJ*BGgU_ThvC^E0`D_?$91^F~5#CWM8t^Q0`zc?2daZaT4<LB#OK
zxANUzdsu|~oVs1o$V!<$<ID(vAmmb52$K-~WXe`opN7y^&R3s38MhYC1HXy3v>3W=
zK;#AAeC+>85>S(z)azeefuF`vPsCG^sW5v$Bcv6<n=cHt?ol99%%q@D4Cx*wHA0tb
zX|A5ZZ9Ki_sutYOKzztC{>``q<4Qi`59dJjbWVFD{B;L<e&jtenp`GbvJ)G^sWONt
z)u8BKAuNzIc4Gs1I>N{p8l>VD=u(l1WfWWnLCCZqkcHL*Vih(9Ed$<}e{TPG<6ABr
zAEWY)>yYT_Ndu{OaGBTlMYVp6e6EA2XPSziLdZq0R6Ff_Rj>pO@q!nkXgAo~%802i
zYi{naa_Qf)EM+B(z>|&)&0o4VEESkJ=G97t$igL<ID5I|EM+YqJ?Wl>EKC__k;D~6
zUjDew%V=gavst3(Qnz*Fd5q>f2tvHpuSse-3^g5N%-)WJaCub1vOdZvlKF<@f-FIv
zS}D9ktTT=RRmkOu0&E+mlVI~Fqr(9^=y7QM$?!=o@ioAGvq9mRFa2y|Uy@_F1m#XM
zIQ4+fd$W^}^<1XrpOU0!<o@I0Pu=%^Qonzs?9NrwZjWVz0!~=#U)5L4F~#^NmY%1d
zbTuWd@FG-uc}^Tr;E&~CQvRHRlm)Xn(W=}|O1lkPgACE4)jF>{yS{1OYPqIVR&KoC
zE=GcFhZKVs$>Dab``a4+ekWve$Ku3(E`<~wx*y1lF8w~BJ)o}$ZDe}I#`?qdgTBf(
zKFWU7&#n$<^H>|YAUlON!S%%vi?6gbF!!3XL~LwK#EX&{T+aP;O4;-X%Rh-nEh4{Z
zHqSvDxU5{8X#6vZMr7B!+4wk*kK0Ge2TvON{ct=H%St2k+bfGa1r0K7^Mz=f5<R}>
zeVVf*-BcU#gN<PG#dHy|Wqm0Avl+VcF^?5hTFS?tN)l0nG_yoDYu^6lTno51=^q%_
z9Fn;QwcEUe<ACEg&eGEqu;=0n1)wxGRx}>xtD~nD%n#0WPwgVBikFGG*<jB@PS#ld
zB{1B~?mk&@pW#}Dea#uxd(QkN%rtjZll5^Y#4V->G*_6NvaL2>5WRJeI<=ygO4^sI
zFR6>q7pryW0^nX_zar~J_{&s^d<KLr_&Es|Z$Dm<PSw$IKKVfT*xBlDXlmpXCr5?7
z0=iu)WT6l^80i`ujYCdYQtW~pSH!1a5t{pNBoiY1wI((@g!{|Cxo%5*H!ov+skzA3
zo>nrRkpGsJ9g`~s%04>AQt`Mrfk8S3<n>qr+O`;YT14itAv1Yy0JlC41ZPS9ZAmxN
zIh8vKIXT~)w>-=L)XT!av{E#rz66~ul9G(LEu?bPj>DE=FsiM?`x0H<OX7G=^pH8t
zE={i<dV*<QyoM;0u(4B4{=QXPk6_;Ib$-vAEKnQw$IgJi)Am;7WmK(ES;txQS<u<{
zC2F-HuwV3ze8rhXF`iAXVDPQ`rE*082_cY%gyeSC-{@^$dom|B;s}gqk{>@|=hsji
z3xHWmKxe{E{$z^(%=q21deW2{FUh`SKhs4D&m)=My#@RafpPq7sSkql0~2Y^FEV-c
zqP{(u`CPI6{9Cuuws;`!IEon8$9Q^43P8B*o~pA{Spmw4o5hL12oNVF`8z7T2tb-H
z&mU`!b+nyAB$}V%d5fj4_(EjjAfw@?6h(2Acgd7k$q}MNx87>zrZR6ei+u8bG4Ul}
zRaF$}hnq4aY4Fuch^}W{1!k+!6DkTAS``}$|FY5i+!38C`dIm8S=Cwj5)JkI$n*G9
zNAwp`E9ohhJ5QShF-Sjr(0mOQ8W}jVc(}pXN#QOP+Nt5jA`uuH;gq0i#EE;)wQPJk
z=mCzHfr$<i9#YdyB)-bi*S;rB46+cp&E9xR@gg2jGFR%<PT!{{vbouitD)cCnm54y
z@1`5=XK|3RXQ!czcgXli*RwhPST1WK2WSlI5ee>;^y?m8-(V*Fjh~Uajg|tIDt!+H
ze?3@HqqNZAvvzrGx?%L;dh68_i7>m+272xkU(^qm+)1^?ZArDU8VUv9vBw*TS9E;|
z036)1B*OB&o&J^#CP`B}D8u<A^)%O4S^{p*UPPlc;H1|f__`-AXL_x6WbpjcyW(o~
zF6+p)P3jdHv8qTu;cQ*_B0JogV0(N4O`+b&fk(+fg)3|uLPzl}vr@DSi&HsXKv)`g
zHagl%J2g7#>U%@T%rC#n6h7{J)cD>qbJ>Hzgy>wev0w$mV3$r{1^sN#s8FDlTX9&3
ztl|>X1YfG!5{Fb09~-)r=XUN7ZiG4Rv=}~ok|FMU3ARg$!Ll<BkkVp!{%cmyPH$`0
zw=-y@V?P%6D6y35`)c#XYL0o{5DNUf>s~d^h1wnAvVq_mX}CQr)IPDunaZkb20W&^
zP|8XMOQ;Z7f#z*IB4??w<b4+1u-?7<IrufPtIYmnR8^va@|Pbmvn0kAyxB{B)C|>i
zt+>RZe`NY<GFV{`V{p`x2e=%Nq?Z2=#BThwpKIn(<s7AUK0ttp82WJId$e`}YbE<}
z=Wy!rGsOGDbZpAis>4ugNIimPYl&fbcA`HBadR>60P3Yeb|;=JP~kVfbGd8Qx@Mq~
ztL#@#{g$`xK*|0AC(7*Jnaa|U)Zxw36c+-@7?d$Ocl!J1{*zPq7RZ(dG(&7p)P>&J
z0-91x2&w7v!EfJ|m?qxj1be(~fNQ$FaAs2{$U#As{pUOvI;)I2(MWGwb!+&vDe|Yw
zkDrZXn%Nv7ya914j7fib=(E|m>Kyy<Tm*Bsf^)vCI9KosG6(b2s5~g0@?_1VX*1qt
z`qc4b*4bga3Z5z9`?lSxSP1h)iKrJ6I7!8S;K-f-c1@20fq~FfUQBP2lsP-PJunfq
zIC{`dzn3DQhgLHqHha`DPKG5ZH4U%<lc}Q&3>}$>|L%iY*-|@TpVV1Pp=P4bFg915
z*prn$m0?T@I*hA_K8@L%psKagNY<D_-jntzPu2Z#8_H<b6kWt;V?r(z0$IhBR@H_g
z=8a+WHh}gaT#5n@s+d<!LRv-+R64)GPNXz*+TOCB&x5LOPd&z@?Tp>~@vo?Vb_(l>
z8gM0FBfgu|goqFEKBcmomsk_j#geq9)M{#f^r6u4pe=l!?LmdD+_-{OdxLFuWGso?
z^5Ms-o&)cf6vSLc!sKvYZr{UVjvI!Wdl9bafZ|rNoCpdE11Rs9UH_Pq^p1K3g=ixx
zhl*#t+KWr7*%-`Vp0wF(FC(L#bD_qUT5ErmOf#4bzEVxptj4xGJ6{kqw*|rUW(yOO
z#QT2Hjnd3W9s5yNjdMzi)`mp2d)-+N9rUVYy_~Y<$V5${wN^<g#1JObsk7A4^u7i3
z0#KunTdq(w<K{_PnfXPWPdV9yrJRnLapfTE<3L)bak7dyMn?kOnidlk?^F-A4?YW?
z=xegfLBd)klt&-E_?D)hptCwjcj{_n1U(b-8e!AkPW_^w1gRC^J?%I&^fh>$z7<Pd
zN}GgJh>s3;xz#DHE_*TL;`wjKw=`>g^V@F;yN~RZ<p{VNRwqUJN~U&>EUrC6p~VpM
zK9hM80)<TLLZyllt=Vb)z=Gih)M|U>^=lEYS`96PI}XIRyQ}*(1UBppvYQA6Hn4FA
zFnkQuS(I^I1Nlcvk`7loFGfJyLC=Naf81MVOIXAePn>M$vkzYBOb<@sHgS39;U#(C
z=IDQZ>NE`q1#V4O%s4f4;tf(W!6ydqsxB<NcUUb0Jsq@kp_vmfIdEkliE<zx94WY7
zJ(4TpPGq#`q-wFd9qd&r@|vrw(IsWqo*9nK=qJsrS{N7CQHCjFWMD#M(-SwW5870T
z4p$Dbh`eu$W_ocdJFRj{y^laqAGO=)Qh(S-i;h2Lgssx@L(?uO(HB$e==CYJa7X!-
zXbMcfh)(D;9GZ3mSs?FCxt=@Kre!+FNE?xJe^f$g_vVuF3Pg+M3X7n{+fR+4JRVmv
zW-=4!jwNSa#V%*KmEd=aVcwo$2!_0}t+x=}QKa^zCdY%LW-rcUh?p_XagH|+;aOMV
z5G7rxR8BnaEc<<}<=`OjoP?i;9c`lep2Gq~x6!e}%W>$Frm%6?a>&P-6Lj#udG=`}
zIt_}K%xbpO{`_17!=5{0L+MYmrOzf?NA$Nn6AOfoISd1T&1#%v8q#H!w#xrSIMlKo
z7pKxGzPqgJQcabX9PrN49oOCs;R#jXc9H&_inZh|8!AYVkE(Kn?JrcA&^q*NhsU};
zCGw(4GOH}y^Y}$WJQc;h7im*T!rra8MG3A`N370;PnCVrmXq&TB_M$1_c_}%praUF
zFBy9$-x^J64Qu}Yg(0bLCBb2kjB+Ko*~Xs`3>+*BGD{Rk;+CcF_z>&6PIS^gUIc+h
z7e_1V)Z?{Fv9rn`?Y6-CPvmm?IuK6i(0uz=e*f`|tJ}PJ!XW&`(8I{DSUWi6aTv>S
z;>Ka5TjTppspCTzbbYuT2mQj#%zpz|70*E<#lMU*zmmm4Cz66);A)j8=_iO5){(l)
zJ6OC<n;5BLI-~NyseDOk`esqBV4JNX^O>YddR?uc4=L|Kg@G3xB!ppw!|9=V#t*#~
ztZq0_#n=$X@%A@i=E4Fup(Q(m8X+UQ&mBn0y{fXhWr&ktU<OsTL6u%Ov@F56>YIts
z0kuH}Ih?@~<|f!uF=bj$W^aluSkaqiVlK7hts2<B=Nmnrr?;#=_rS`KALL+YGlW%~
z*NwD`d&OsUH;3dcsYQT291{4;Rf`J-3oB3seZ0>@^OCeVchB2Zzo>IpWC?K`w$mF&
zzR5{qzEYDkUKDI}p4^(CJ^RgkF8L6;9$WwPqcdc62?5vCU6oR7Lpd=5^}~>taa%(K
zlzSFGQ#spb+hSqPTB2-5yw7{mmq%BWr--bpuwEtM44T?w+>KC1PK3Q)cXc-v_yyQ&
zu<~kfzy_T6kNZomH9|))^wiQOUsnq>BHY|uYeYW9)=gudQoVt1BQD~(&(zoPy$h>-
zeGaNAmyUxxSXfPIMfeGh#G~e5+Vf;}ql_V*_?abF_QrK7^Ra~dX+04_Ehj$9@mxL7
zs9IHCV)`8m7!`B$4(?IP&RXp3M!X@Ff3Pci)7ICAY8Jk95kD?$Djec5VJO3JEerF{
z<=a*?Gn82nSRN?Hx2|#;L|#w-%gBb1<#yTGw)4t40g{zn(ZKaaBl51h`zL|@_E-32
z8;#^OQrhvi1V@M@DbsM(aQ`GeiZ8}L*o~}d^iih2;9GMcKWPp<s)S%iRPUFT19uj|
z%Nuvf%0<yaom`6GAP4zOIo7`#tib0c_Re<H(M&1G(=U{o^E{XUzN|Q`8m*P6Vfbvx
zKo;gR_+w)yD9Sq;)*a2JSupX3e9j<4w9Z8@Ovu#t?uoZ=uuuH>`<!bxPBD0~<rl3W
z&zca<TkL9`nT0`a{WiwKN0~)e<&VGbY~_`PtPjSlkFY3|3fG@Man8n3oVgW%37KmV
zGldb9P-h`k;BRmG7=eH*8YJL$oQ-e-bzA<lOJ!wc63~`{&`(x&_IBgxQaJ#KV^TU}
z(cUD{EbNEtZBaO18paRegN~*r=Sg$oBqY5*_*$(MU$QO5Ry|Cw`F+;|#JeJmy|=&S
z#7@Zkqibz#rIPj&N&xx6hlRq1E6++KGuZXEWC{a*P*tzg(tz+ak*BU_!;@b+n(DlT
z=<zfAr*@ET1i*Iyse^(9A??8{Vb#4zV*)ZVGR0O;O;S<4J<X~1=QB}^LM58Bj}?n_
z2Fh9bwtodsb6c1e!GQb=Ae(V?;sQ5@#>RBY33SmQXOZu%E<iVd3@Y(0jYCTvDGBwI
zy#-~rt@`DWNs$|7+0b(jPy2fLF^6wjxl+*pT`vMLu+Ti8U*E6+RnPq18bsQ{uNG}O
zADN~M?&UnwO~9VdK20grJ6;o}v6-~|B57gztf4Pk+=CCi|33&709Y{=(H4|toh}y}
zE`B$M!*#8`adtw^1w+ZA{T=yp;IRo|JB13E*toy%08pl?t!;D928E(vV`H0=X<MR6
z-(*p|)UBAZ6}ked0&ak6{Jp&%0=j(uz&kiZRzU#`q#(ZoxW?nvzNlw~PP0NZK2*z+
z<bN5C-ks?-?k+)z_Z~<4b=V1ITF3JLD_2yF^_2r_E3jC&J?>^~UUA1o+6_>?@+Ssx
zi5%}UYJdcwK?3f|!M~)59~1;uQ<0#Oy(z3I|13+$jzlY4EEwr@nwpx5jPb4WK3w8^
zfX0xKks;=P!-p(>%Q7+j3s%CTZRv|7+z)EgQEm=@JL$B^=xKEGV3p$j^Px9W*v3k$
z$MD$Ld(&kr0n!`loZp{icAHKJ+qmySopJx=FZVLul+#;0Nyt<#LSBcat`e?2P5gg9
zJOM8m5`mzv)nn&ZBGVJu|If#3ALcuKvp?JAgFvuC)D-3Pz-=J^&_4!9(EjK34H@_U
z(M#XYAsD!moo{@MJ;sHpfI<=(o@`55u2yF^!*+KPDWeE5OppM-_U5=V@faHl|Fc&H
zOn8I)`xU_;BmrD|!q#n2K1`SJ;z&+ONy^NO*_$cb0y<NME~ObWFs`Wh%pl0NbExU0
z0Q%)2@CdE&={F$fC*|e6L&652%7PT}0X-vyyCzV1f;^1K;$l|gH;0W#u5CB~Uwwab
z@K5xH<0hq~gaX?aFo#)qc?m&K4R&D7GE{<$f`XX{3kksD29_@O(jpBZ&{2aE-v<1-
zzz#f~_nr*N9OW`<!UM|5LC`&?zjyLjfI$|Jp$~$>e31!)O#x^>-90?&%z99_ufgn=
zG7bFw8tHt3w7z-S>>Q7TegRsJZz>3)vJcieX@Ow}(yI^IPGi~PGnFrF1^$<ak>`Jg
zjm#JaR0Jdu<70U_w(0rJ*1IjF{VJ%V+@XO?0Kocu6bPbQFuJ?_e+wY*`OhCe$F&aX
z|3cm2rxsG6Bc|Xb>44I~^N5Q}QB4i|$?bt49^(@_P>m4vK3>C@ZB`IkXmX;x2T$xQ
z?Ck76JXR^zkoF<Kc!T+-rlm#fCdXwt*w*;<#^+#G85x<IYoKCL13j7{>S9Xvbk-9^
z7FK0IeAix35L{eVmLhYvN!T+1#Hvq8NJxgk?P_8{e*p71R>&~WM1{<Q!1xG|n(Pkr
zI};;oWa5E$VkojPF)>)sc(3&eea<s*b1d+2kRPuENd)T>kvx_mP`^gU#<GA()#E_H
zW2_2BiJFN?PBZUhzwP`ddS9Tj_mor&1~S|vK>0}qSX9!ob9=nhpWUJ`B5Ae`D_~Z~
zDk_@xJ11{h&f%MJaaR`uuwbJScegre0Jn%7hQI?T+Tu$lA#l-91Td*8Eg-L%0RXf|
zWTE~wE|Ac=jdC}m*HDYQvwr{nz1C|VHZi*L9!Nh?Aqbas1_;tn2lQ41LM87>z$6d|
zCtmF?H}gsWQ;801AmRN83_I*Yh2~m7SAF0yiOI~Q`SJ7To_7=~NV5l^tg&hinx6)I
z9H?oNGBTp~KeZEp1@=G5^4n&Gr}IZuJwV3l_WSH-qB2Gh(n%gjymdJA&kKR_7?SQ}
z=KlihSYU>T{I~^j=0bpS_c#d6*#X&+<vZyJV9&f&n&pf-X)yo4GUe6}&V;Zx)a!QN
z7D1r>+1c62Ve@(+m`Mh878uSgo0ta+bqdX)kx0Er-rIX|(0deDISiz0{I-)!T&5jV
zoo}v{m6R}Y1Fj5_o&*3aJ@b;ZmD4PmYLO2Nd;*p}atpM=(+^;_f=3d1&{VxL|9)%#
z=ibS|5#wE#Ne%?egGebF=&{XAhfmSoZkfX1z4-S&NX!eL1{sjC36KUk3kwUfr)<iM
z0d1<_qX1wN%U6>G-U$UR0_r99rc{?)_MsOS7koPjV61O~)ub)QQNUr2tID{QgjUp9
zF^$J0B(JQjtO#^HfN=3!bN}DFkAC-V=yLwmJ7oGgSZjvI$B`t0;^iI%b#-;uyBjxu
z5SgR|!nTn<9bkHHf&g}9<d4AGW0gXOSy-67)9<nuI3)N>vw;!@GiYC==Q`MV81JeI
z3Q+dvYg9~4!Caa12N8M7etv$cw0bXISc2K#BLbAneISEf2T+VUtO00h3;HWxE>w!w
zg9`x6V6xO&4B$8})S`fJ8|eD=@j7Gm%SIf#ccAeLJ36F_rGfDwH8U`(ZYBUU%a+Xu
z+790&Hg&M`fvwzA5<VP7%u)-SLqKP;+#G)}a_#{_=+J-F%ghql|D)jsG>Mbzbk}iB
zIRz}J6)?PDg+hZt|EBx@{+VV43i+&H>+5$=Bt`ChEX&O<?8tA(FgS+DHo2^8b>07Q
zkjH|ChlhhVrgr?hzb!@}-md_z3#+7L*0;Gi%wvA*F{){h0#*-Z&2wX84Zt5#W7E#1
zt9}t<$l$jNO-@dhe*zpop6lok12$Z5_=fPmzw7@r+q@6eMI0Aok&9MxTAB(Nq#^6C
z+B~C?rZiSyU9<v&!3x08tlZr3z+;S^riQEmoPrX;+U0(-A@}^{OLZI^991SFrhmXG
z2@BdrUl_f(pF*@sVR{<->MjH+D*XWnH$S%C$*=(@b5?puZ`PrAjO<}I&GeuzQIOs)
zdrOU+V34o_FLPF~E~_D8zZEaExUrxRT^--w9<zrDMeM?Vm6xdk*}tm1JSsJ?qg({;
zF~ibemMVe!)Bq<n1+Zp)0p<<EU|%jg5vjwkq=zH|Ck%|5^6Kh`gfe%0c3>q_Q&(pu
zWz%2+s3i1S9OyEsfe(P1hQ@!_)qOL-I}GaT(t%kE+rUJDdJh0C$P2Txv$N`tB9?>3
z6Ri?Vg;9L-G=ldPtEH#{mJ9OtfU3oo!ludmfPfAQxs_oN$w$5UBk?~62AX&iMEw6A
iB;vKFLjG^Q{QcH?HoEW#DtQS3UusHPil5}oLjE6$t}{gd

diff --git a/_images/389170843ebb12c82318d33fb0be4cb30d4f9d4b242fe28f6716baa23604aff0.png b/_images/389170843ebb12c82318d33fb0be4cb30d4f9d4b242fe28f6716baa23604aff0.png
deleted file mode 100644
index 0bcce837484f120ef53861b8fa620fe3ed483323..0000000000000000000000000000000000000000
GIT binary patch
literal 0
HcmV?d00001

literal 73033
zcmbrm2{e}N+dgV0WX=>4q9k*s%w$SZ2}v>(LL!oR$Q)7{5JD=cBq4;%lvygtOpy!`
zA>;qJ`+fVrzrEMD_gZ^x>v_EmPmg=JuJb&m^Nuz)(%nkSO-n*TvQ=MC`xprcX)*qL
zLqml>iP=K4AOBPIJZSED{Gz?*6`M=vNDkY0y188RbUAO!?{)5y$N7t{GUAHj(qjCM
zo}O+VN)i$m{`VWiFJ5wx*l9%GgAdu_rgzeVgoM$C_>c67TK0JoQW6q<Z4DFe)TuNd
zZ<9~!n}b&t_sQJ4EWG-bY|Bn&J<VW}YuB8M#2;<TS-E36srl^Fn-dqd^}d-r;&dUm
z?8{dHQBj((G<E(P0Y`)<4HNY3rB{7}f*vm2vk|@#)^c|E?R^Knq_P&pCHt|r?SE6-
zHE#&%UkxF?Y#6HV%`iy*`!d`gTOvjLszs60-Od_cNgk3T4ORG(9Jj8E`}h8~>ZtAH
z_^M3}WtOMHSA-(9pesG`<-wrS$4PvR@%&#tXjZ0pFz^7))vCMuPAR{>IQW*ALc{QQ
z9^NNMypMt;L_L_p%9~V6ORKAY8&yOM8Syz}RrmHgXPAi2t<AR|xnjo2DNaiq6%C1t
z-1c^rB_6Aw^~;`@FCV^g1s|mR?}MTy^D6o1IK=CYA5q!gf7-@6X`VQKCUq<CVaoEQ
z0lz2Do~6vZzzLrJ_fh=Ki4u)pi=5|vWW^g1KVnQabz+8uytcjphx*cOSo2|a_P?J!
zCf3pt7qYWT%={(EWOrVpb6$nqzaLOQ`~b<V%JVHUZe{&l{abN8=rj_96#LVN3y4c-
zkd*xY^@0)q?Em+bPqKYPPk*b*z92I%kFmD4R+5umk~<FH`8MV8f9^Opr8FEeUSEow
zIV?_{a$oAd6547XT5lUtZ>u53t|f4jfA{XFjiss0$jC_i&T#3GjAYBdyTD1QpYUUH
zQp>|b#@E-kqpK@)V8ANg?8p&DDr#yCraB)=eSE-fwhsdA930dIJ@loP3|IMwyvl|>
zl`^{~I(m8(9~*PiQ<YeXQ&3Xwl$QQ5xoz9F@OSU@gm&%PDJRG7BIoz!;x6*q!kUjB
zb|t&H`1o{=A7|y>zP-W<=Mr`Ox{jx3VWeB?KB3{^VODnL$l8#!16M|x_U2I}HuEm|
z2<h88I!3W~7u4TfDbC6w$D-M@XOG^YL-W4jk&&VNQPBh9R1qhMrR%|+Ak_KkQ~2?0
zqv3DwZz=fv77`T|?da`|xp9LD3&3xSx`6?$w!qCZD>5hDQ{Igi7Z>|QUDnbf$KiDL
z_irt=ygoJM^6mR~o6ZLZ-!(UDSy*t(blLs8g_7Ane*Ub9W)*SVc>o_=XtD3rt5-J?
z6C=yZmA{RR3CPH>W@cuR{z|W`pSI+T(~;f3e|TY{YoS6hU`6(ei`*p-kBQY=cz<jx
z{Y&%MO0L?eaAx_4lZSP6sSOStnlRJVjf}kU{rmTwA|j0!W%8q?(?-VVvb&<+yitm;
zuA1n|-pLaE(zc%Vxn(KKUb7c<<v#PA`F2Ssux=%v{g|3sV3N6G5WcqNzp~TP#3U>u
zBjfz!4*dkTQcGfe;Duk5^=Aay>tr$G7VX}>n<TQ9RD+41h78w~haocX@c5gg+F^Ac
zAH{%pMqZ_FySz@GJQ@2%s>KnTEU8l=&4@?UpYwp%R8``c!06APO^GY@z3I;GJ$vTL
zl1eSb&2vrh!pWM8vE#dMO6_n)c&zWym*!$$`*)DgTn+x@L`gzJK}I5ItGDGr^Y;hs
zDyOEfbe8>9Dac6Ixz`8MuR0d@y8r&BKh;~zsC%791B<23R?76bdB}-prkO8aGTG*T
zk+>k!qFiD*^V~e^TwR<^LuU8nT>q6po5t(BUrIeh@PRMh{1mke`18rU$Z6ZdV-vSu
zkGm=SNRqwvUVC%UMXq+(EtsE1!X~pWym8bgs^dpuUUF+`OM+{0uia<)mG5o}jv<f2
z?)aAWyT0skp$XU26Jl98Sl>4Hca4r+H9;uT^cmK^dV<it1^WUn@kBbZ5E9KyCcJps
zz6r+CQ;{$Ds`R<a<3KbuHLJ$w1NbK06f(LdtP6UEE|oIz@J#*b$8!43DQisZ8X+MH
zk_^*lHU&M(i-&{~&Y!%Mw(s5dOS|thaZUR)*Of}O(7Y)tn@itZqb9EY#`@~b`}eOu
z%X`ax;L1$hNPSFp9mUwC(v0p&92UNxmn!IS8JhDh<kx$2O#9$Lq6Y9Y1vidTe$zFq
zuQ@EMT{YoZW1C-Po8M8>_vsVmt@ji$^<)f@T6AfK!l8Isic`loZohKi_RE9X+Ui0q
zK7EWStvb{NDXsQQ6r?#O*D^BrX~JvVi}3@k<x-@AHvDm!9E&V|{PC@;t6MG?u`ft=
z)yg#$6ceMjv9aN6#GiVX7x%b0Uc9JlYx|(l<yPb9P62_dfk#^3a4GN9XTg;W2nZkv
ze)sO(`I*iy#InACPxIgSJHCvv?lx3K%ErMl`qeqF{><iz8OqD)4u=D2M)Zt~TG?Hl
zw)T>oRo^e|Ol;nH>pc@YyAIt~ZN3GWEm!&Rr`7n2I|iA?yOkI5FOpjAl{oz!9ciYg
zrzKNbnWD89DsD7?x1+s}6&c>z?V`iaq%M4`bNVQG)a%!Bvw!`=!ov7vWf#hqyz#G4
zrxwVM3*X9o^@>F&t8-k-grBLSAn)y4Rcx`ZeFs*O3VJhEw71Ca&q!)3`r1RW-+BTS
zR$IF+mX`vj#bi9?b>QvavF-lL!;#BBpXJ@Sb0<7~V<CHaww6)Ck?jYT$|ooE@8FOS
zQe1&qZ{?NDToX~^)Yxbp3iq6QI_#!!!{CwCm{M8)%+58@JG8iXw)vbWKnr4eyV+`n
z-AJlRl#LX57&NuCn7O$PVjh@2JBXq##Igk|l30M}-guVvOC}o{i{4p~bE0yTPJTRO
z6k8~zpnw}W{D+s5ho^36h#yP%tTdN^prFH)mY=YC00$34V{F9{bm?W@1R?it@0k5(
ztErc}D>o>yD*jA%k0v|Z*RZ!Ad#Ku#n4~Yn5*8l5bJs3P92yf11;?Emhbfxq<-f8y
z6!%KW%7)<#3tzu}@ZbTNz)hN+J9lDtB>niUoYML@ylvRc+Rcp#2<69*AHjygT8@sp
zaVRJ)(@`F;|K4o={=rCr<C;-+XxGHTy?}_YFf8zp=I>b78PA^4nLgWwK5_iRjOAIm
zwHGL0v)chnmWM(aUtXRxee%hv&wsx4OTHa7EghZ6+9<z1i*E&=QxP|J9F<a9n^sFr
zO-;F>F+FQ&<ETcaamVAs1~*n#R)##4CWJa}FO6v{%c9_|_u$7^<g%YWecCw3gocg|
z8)s?sP8^^YNwVSCIlirojM<wKEYVnlonOAtJp0t-pKUK?m_b{6`?!_W^|<Zw0!m8U
zy{|9S3dSp6otbeh|MU6OZc$P0CGyVimo&0Ehgy<lh_=qKLzO<XI{4v3Axp2GbLJJk
z`!8L(#Kg*4s~omQvP&-~CkL1JhMv%ZZ%mI%gjHVT`?FX3T_by^`Ig3MDag=`b{;se
z9as3JMXsZxBMHgZ?YFQ@QoE|h7JDx?UhY19Wk7CEc4DWd9Q*C8_dR^KkH1&j{M+t9
z>+9!tfS0@!7^?D5Eytrrk34%vON(W;*^f0y?n0GcTOHhN0A9QP^QTjvSMP=0d-v8}
zrKA&HQ1mL}t*EFle)j3duV2*Z?U9<9>aMQhxUfl8!{@^;m1h{<M(y1EwYjdQy!geg
zaGoZyIlR?g%iNsv+O=!O78VBSXDlqPB_y!O%FAb=^yAYORucPNbx)t>#m$gZP|!P&
zhyCxDWF!(}`s`76S6gJgE$Pq&fi#A<n;WZpSmk5tufBXKnX2e9mMU!a^P<P*`qJu&
zq4lkR3mkPF9ZUoM^M}hfRwi$}KU)G^nQv1Y;jW^++ftn4qtpI3Z{B2dI`ZFo5A=F7
zIXN0V^`y;U<rlO}9tLXX?icmzOM~$Z4LWFq)mX0GFHRfpX2S)@s*onN9()@R6%(U%
z>5?>ww?aI2aa}{hgWTM$(#iCpp`j@MWExC`9CoKpZO0~?9yoG`?oz2G)*&t%wzC*}
zvz_pf1R(%(CT{MZe@?%$$i<!vGZZEVL;|jJa1aq<c^|9Sqmz5mh_dX;FCBmXHJ@%4
zA7#GV2D`#Eho7^{+jF)^?!gV5LuC<ERps+roT~QwRS~(e;@fv+FkqBL4v1-RFrGk6
zy%#GF;<|pjq-dIF6}N4#DZh#e@3EZQ%&)nOe0`Nr0^Cu8Q4G-xQx)9F%+3Vt9~m9Z
zzw*lpaOcakm+u(Wn)S+u2~QH87EgVBeMeVU9ew>Rzvt)Ys>m79Ychb3a&vQmSiOJd
zWb-FBqcUBK<nyIbN@Ji3C1r>t$L1?4D#BLs+%ys0_M&8jR_xSk`iY5&B>9VcUNe3A
zOB%b`Y|-Z5wYG+vh}Qr9-kjO#c;ntZgP?{?tw>`_OZrUXs4rj4iL>M5OO;F6TKTv2
zA`>s~)_n8WU5D;^x0vTl#>B*g>Iv2S=|01lYkDAO^>DIHy5EfAZZ=vp-G2l?Db4#w
zW+W2}%hjYL&hpinGOO{xxq6P0v3t%WBo1w<8aS`3SFiHlF}Mjt_xty6{Xgd)*F<fv
z4RgG3q5kpVlpD8ihebqCO?@q*TV0&4{hoM6Rs7cQ?5yO|XV3DTyTwzLeOR!@!o$Of
zt^A>@D_Pd4;09JYU{8D?vFblPGs}ATkmB6Ab3<+loZQ@+Cr@&rRH5?w`&!*=wJ)D<
zJFq-e(C+r5V<$ZW!$@xNK+W3U`D*)uxwZqphUVMV8dEO5jn;}}(8%i^tqLJWhkMuF
zo_z*abHQQ2qg@4PP{Ds$^6As3vo&-Q-X~;&ri;2~$5JjnC@<%ko0}_{d{Opef8E`?
z?3RIlzn2V0Y&Sl6GWtUA>*0<}En>4w%>Sxbvf@$kWlIlS*(17l@7(B)O-^7##e4Ve
zk&xifOGd9BaKoEMfP{e(t9NY7M(Pj#s_<KSkey9U&A?N2NTMPv`@S!&+3CyMu7-vl
zH8qVmoFX?oQ}#>8%#0)8dhc`t7FsxH8av6$z;yy#bZnF5^Z9m@%O)c2m>yMxyW3a`
z*YD4#F7Cq0FU4D4J$>rbH?EXsbnMZwo2yH|L@L*QA9__@p8C;I_F?n)-*)j1!d_)*
zeQyH}oG<RpF55fWV4Hsf>+WH_?Of^R#h}&gd)Q<2BWpDn7#VK?7*9=33aV`^+g<wm
z`@4{S!ndWtpd)1b+qt>*(u{Ni|9mnNB02W#Qv&|#*V|R`Ex|6Xu8-B0TIC0Yw$W0q
zt4d2J_)q0GzQZQFdHM3?Z&g(!T&%2GR({h(c8dYkS1G^!3flBb$2#fNCF56HUpVfY
zV)|@XxaQ8%3%%H&`oFIqnBhm6+-M&y52a>I5Mz%iG#7hl@JOJ?MXsm6f7-p}=ci}y
zb$0~Z#xW2b<o({f@(*^KI0VC{v#+F9`#*oyA>-dGDhk&A<z+~0eEib#G#JsX`uh3>
zzw9pkYxTCjZyiz1Eap}9Pl}C-%4nyfr4>N^54zr?`suUz(xU%hbTUc7Sc99<&!0bM
zzu3hOV|i6K#BD!%=1e^9ihG)~EO+O?!1e3b8G!JGgoOCz<h*9$m?SQlzOdYK>wOrj
zh><m@+>7N3uo#!V5@z&H+#cOy$5=jm_y9CLef=UZ-1z+PrBZ&D=pTO+tc8kL?~Li^
zb!Qb9b0nVj;$jyw58l`a^z`x)P*F*{zhy<*W)M4lxn3eL<aC*rP3yh=#5%o^mNxBf
zsG&i+9`rQ$0*YEN^Ze;^=XR;C{19B>Ob{COD(n3GIRXp@mG|MJM?U_KTkW&Dn{Z}s
z>wmiaivCU)4;n37k<W^%Jv81e33R)nvh9ps{{ibdA)ikt%sR&}43u+S8SoKNT^=HT
zezJf{ZDTH8WoF$n7+Oj?j&CF<`+ki`y8qP!GbQ9GdZSJJnh8Q^S{+}%UIXgU*3q$j
zpRkK>;yULTJAg`5baeIGfK^FgB9vYd5<nuR?b~Anb*~eBgrG6OJB~$=3U0Y}QVg7W
z`}BGJ@4tm;YO?<()DH7YOS3RDGXp#U&N{ldXd4>FCZ1eH9jGHj5fnN*v?gyL>A8^@
zi4n8Pl}{xvS{-Fau+16*miotwB*euT?%cTpegf9~(CqQ`g4Xoo^*y1rol71IuRDji
z2;KoH<;POx=K8O>Tj^^QXM)!E6DU^s&&T7-3tdMlw7unOpO;E`1H8_q46ae3&;V>a
zdGVrQ`^9p1D;tlpepL1^1rCg0<$$2E*!ygM|Nd32_=sz;Yu7H%_2N5w%|7%dN}RcV
z@$Fx##`qoCY5F=^CuA~4#-Di0#?+6@xjjB+iv#WK)l1Mme0b}_V|&03xw*MJK71It
z(<ubOAw}*&P0+^tj<uEU%7(#>Mfv!3G>oiGHC$S>Y9)`h2M1$}Po0XneVZ+hBfe1!
zm;|L5x2AmY_&`Q-ax&k#YT4nSu8$unK&Ww$AMN}g1n~LKY7q5YZKX5bUn#T2o{)n`
zs?JIee=<8$5Bx47cKQulB;yVpSJxSzb`PaAoGp4F6$%Odxvi~jl6PTDENXloQG6A6
z7FxEF5WE%*nZv8BKfC0pacDYt6?pcWhYXU^ZnpX6B|tIx=bG6cK7Nb_OfFHez~ZUI
zOLJA-(2!n0K!DIT?%m@?tATJx%c!;{N%TytXdCbp6qI>`zl$w0?cgqKwBcm&DvO*z
zUq6Pv<FXW+zwz8NgZka)GoHp2Q~xA4w|=I-Yz{Yzf8V~Xgf@1exIcp9j6ZW}X(<p~
z<9!uBY^=D;lb?s*uFhy3J<7cCJF#+zAY|Bs^5<`TJG+eK_0qnTTdA<xHh(BHlCLIC
zejuu@P8<5(a9uPju{p^;XRB95^&TWjJ9Z7D@?0G&a8hm1=IWq_YS?a&qlz)?|CiR)
zWY{IrGKDd>anXSL&z?Q&Z6a)*Z%YY=%`5Gus$-^@Vf!f}GO~JfZWb6L17%{noC`@z
zeNB7NhKFU)`k#);KO{OM1pq2we;xh(aX_iyRKzU+0=o(ff!=%_J*y|Hb>FGiLmR8V
zbRjvgi(5uXRIVjhv9`3eHGpu>q2gthlyC~^3n(gb$q)L=1Z<T3dK;s*Hq5yECod=t
z*d0{IX5z!6lAlkXk&qlp6t5>%AF(~Wf4>*W$7NC8SRVCW>~WBodK`aC;_WgS4mM*D
zTph%jfX*F`vfvQ4@qr71%IgbVq!ULntgqd%s=J+-IC|f2CPXKz`pm{}jy|{At>fE7
zo_)GDHfCQ~Tr8-dzzG6C!^r5MeIYgVnfZiay;BhZHKU`WyAsA?pGFux8X1}YJ1QFG
zB%KV+Zc9pQ1W*zMHMO7rk(`n;u(RNAuTyDET1$bv>6(l+bN#MdzU*^HOKAro`C`pM
z?wu*R_@<I|G$fz*bQq4<<!j-V|I%HLVmo1z&!v)`EABmd{CMcE%1u7uTU&r{KxQ<x
zwJ8K$=mQCCFUH>0<Mc$J;H{`jyp9;VATVZUXD1k*x}BZig`cVW*x1=0ynN~QVVn`5
z=24>6y&ErimA#o*qU&n4JmqSVc1Z|8S=rcFsvNzk%UAv3(V?R!Px=g)D1%C%&N@0d
zU9}X~#o`2-ApdAb6|n<F4HO^r2-OIxDRdG1+U~_13x$Rm?~jQIjSCm{vC-DYzTn>)
zYr>R$wd$|`#zQrcefwJX8V>t^8y_D9dLdaGpW~w8bT89Wa37(VDIMoqSXvr|=v0s0
zAJE2?*gLHQB@dMd4eVxmy4tQSE?k`AZ0s?VH}xn~(;0EMhKFqcpJ)HBNgce7qK%RZ
zWrR5O%a`}RDkwl#a(MVXq;}Zwl!{`ev4V(GkJN}<qg1lta{sTu$jbHUiv%j2eJ2>-
z;oAKcOaXidLO8j8LXujLDmsS!H}c@&kqBusfFECB-RM5^L9?5BVG9eMK!^_t3Rpp=
z_4M>+pUyQ%uG-XHVDOk7(jYo9ibM91bk#f`P4rsG8n|^_TwK_dc9tt#_R8S=THmlQ
zq0yCCzBqDIkml+OvH>Wqs6A-?{9<CUTy?EGlSI0C>RjYTL#X+xh+T!Xny3KXMlrl~
z*e&DfQ(9_9K5accn$OQqhK7Yv=zQU{-)ce=qAfrQa#(MxnAf!hwNg`)EFmF*P@*3{
z7XC85NV0gZI$ctxSdl>ZFWpCVw6(Q|KIR<f<NDAZA*7F9`{4C!_G3A0drhBbI6FwC
z?nrE=OlhTh_Q{|UjS{cZcCk%bdh6*;OIOyG-J$3ywX((3KiGVfDugqF_PD+|S5n!2
z7A*iO91u3D4-*H6y!|#B&_`@+2u9#Hpl`lDYkw9NGP1K9?NZeFs|dXP{nGj4k3Knt
z>tsQDKs`C=?_aLV8DS_~3xO6}Et<GS4Gq#KFOQKFtajI^+sUO6#bg)|qoJT(HD>i!
z<>21#e#hOc4|`m6yu9RCgH>n~glzK7t@F*5wI^MevvmGuQAV){8I<hqd|<^A9oE*R
z|J{gZU$ATOc92Dj+|OD2ihH**M2>#?+(WjTJ;vc%Y>LI`wfOi*bFm1WEDda}ecBGA
zUS-we^UNSMZEbB*YG%9HRtgP_jYL33fgGaZ<EbI>0d!kfSlqaIbJ$%OH^bIe0DB)?
zEFvO;X~&NC=k=|&obD;)sj30o#eJ9PASSgPIE7w^br@>!NE29&mX_9jJ$6VF>k~8<
z)DAC5EBJ1d-E~M0?HZbt%IoxIpK1<JKI~c6r`Li00JI}Zjy;f<mHn0<$4>+05^U_<
zS!sNSMtZnx=)5d<SY#w2D3ah%7%QxfP;;fnnTtJkxSTba@YnYF>JNAlpo2+CG?~WG
zTCV;0;rM1YM?(GzOp9o3&Gr$r0i3^dXY;uvQp@rqMT#W)3Eq>r#f}p12G?h<jHl*q
zrKit;8l{;z`#=`%4{)nC9p^54qwHJkVK6n$+S_Z2-nl<-Ma2SPadZwZkibUe>q7b<
z!7E>t4jedo;sj-a5JX7Fe7eFRNXSWs!b&$KNi4#2%?j_+@bdEFTGfICfOx4hQG{ti
z1r_+wbGOq`8wCVNM1h9^6;5STeD7Y!NowO&XT7~S2Lo64U3hJ%r<Y`MhU+o4PTxi&
z7SMIDFvfPZO=S=wW?zCqxC6h|T1)byCG7B@C3P+R&hERpuek3jcw1&}ZtG}s`i&dG
z>FZMtfz3OzyC&Sm)2@vC=*(IM?|bS0_qSC1W!%i%+=Dn4!r(|s@;;ixzmJ`+&>}Z7
z>FA{RrBWUg>~~E~_l|0M?PQ_|0b(IEY#^`T?4gN2zQl%n^M>2CIOQ!P-dtT>?MZbb
zr(wdAZ1%p*(Mem@M{seHlP4roL;`2dGSmK52zYZzlNA0-|MK+3pcn%AVc`H1d&9>f
zO6iy)R40OPLPCqeJtbOd$@*e1X{?Eu<N5O%fq|+31Sq}!fjUM;ZO`?m$BuBiZx6=~
zrIRQRMw{;4OBbmvK)exFi%MN?VIf<7e*W%#`yN$>UAS<85FFN@=8P@Rjh6f!OChA5
zuIwX%%F6yNcDn7K4Gat#EUVJ#ZU}9uuwpE-*ji)}hg$CYnuV7)&S!p1L-dYOS+w|#
z*j?Vjx1!nCUc3-DIdLKc!eNeyW{!z~n3zk$KsG>sQmbkCW&~Ms&c+$mXU?xiU;FJR
zx(W8fguugb_*^sx4<00VGVn#{?5rD9yEK`yBT$Gw=bnl@b+KX_fxg{G>b4M|Eh;va
zfcF9SWx!AJLVD`UTO_&1#A9v2f`B_4AOXaytxp`WT0LZ7Fbne_GVqL<88!9=QF65U
za4Ap^R7BT|D24P#P_P?Vk0^&^rw4MUKy8^PmGymn7gyrp!-tBBr#wn6fdL~?<t%a|
zx+cP)<w4kDqoo{W8X|AXKM0FaSeUBnT>uX!XRt-C&cTC}sYW7L*^th#7sQ{a{Ir1w
zqWt=J^bL_i_M(h2ugDV%<?(OQ($Y9#3R+tBDLSl5l+Tjc+S#c%Jxt5Hx{kBHnUoaO
z$md6Il+B8cMC_bqiAv?iCGHA5IxP*>_6)6$x5%Z$jo<fU$gA9V(|&M@kPBsH2`EVN
z^5UQ>As{_7&DA`Aeop`>|EjUEvE-wkSCJ7BZms*fhl;wbY5{C#L0Ie!ZMH-7#(Q9)
z<X`%3AS5EvzQ?A(A{Xm}P&J9W^7N@F+$<P=BiHu6P{)G8(Q?_O5MDN#sG_1`$<(W6
z<A44ee_>(a5Tueq^5(w@+g7js^J1|#JHTD)W@l%gzY-!g&fdLrkf|UHj2qUJ+ch!}
zfTK}uLkidKMoP-$386nO*ZEYg?RWl6!pRkk8X+hz&!HR7m-b<@#N1kFQ|v|MhOd}q
z3DXgkKWqdp@|yzDCj+s;DZ5tuF};2Fu5JCbZSXURs&ksmc5`E$5M~}fKZ2i1Xj(Ut
zll9F?7hwex+bJMG1%lMggam03?KspmdaAE|Pr4?c*Jb{bK_`lf9>i?B%KxLN1YYJ>
z#d>&2){?<+n<2>;M9lU1g=>buH;K{~h^n_;`17ZF+N*2e7WNt1%!1(u{BF`+NWaFl
zxYkAPNLkKp7(sx6Dk>^Z^7068sQr>6x&l#`U;513ugzSktcCCDHW;vkJ>~P!bbFjd
z?qbw;ItB)vvuA})C--rH5n8RMs0D3&lW=3Gj!I!9astmSif9S-Px*C>wt(fO_qz&9
zrUxr`Fsdvtp~ON<J8EHpMvH1D_2O#!sLgm=+VcA&fmaDW)(#mkNzD~7`PwyFTmhic
zwk=EN00$s%pu*KS6$vOS6DpZ`x%XUb?#}%jnPl(kZKZ%FAPr;bx7f=BGdD8v#a}U+
zHwWm!AHiV%!9Vlyqsdn>A1`|*$hcp>TC7xHPw8YOGxNRu_}l<SyHt$9qYql&`d#G-
z<rGAPlmy=K(bK2na!(as-{bl=qi)bPf0;*{phL>6Ng4x;k|Sf}PuqI3;#CduvX0)q
zecKw2!jqgF$i&qkyCktDJOjlScc80i3ozdmJ9$YX0Npw0Z}XX15ckovD+6<Gwu&jJ
zP=qdtifvwc>HG7=+n37vkqtm!e_#hx_$tGA_gI+jsEdQAIT?&)rL>p5(-3okuNPF$
zF!n@6MM>>Fl**f;f8xPxea`W0@iooI!LZ&T2SLEEwaxc__&g>yR@>C{ZsQzy_A&w?
zjcdw}j%|t48O?9CmQ)wG3CpJ=Td?^r)iw^9meX9J;AGarHQ`ojZ?LbywSuY|cLc?r
zYrfmb*!R6TaTHCEN<X3S@1<98p8H^9e8Gt>{u+#jEuY?aQz#mgA7!-DU7_IeH+#7h
z+-=f329zWO<Ah5Ar1!Ygf!<EzyT`Xnr9_HCfd^-WEnfJp^$&HPo{*-!y>JB&q**e)
z_{awj1SHJX@sV|njq!g^Qc_Y9e)CM_W}t5`$aB8u#4%uy1`8>Tu|@e`WacleNk8YE
ziSM@ZYqj&UvDt~$L8M&>w_{<kK87O;iH<Y=bCi4m3!VDKy}-Og@I{QB4mkk6ki4w?
z9+%w`62QjQug*35e_eM_64FOz=)t2$l-zL<UXHlrNsC3>BBDXJ!8<^MvBi|_J^WRJ
zTIkm~G*2J5PT)B{Z9M1eQ2YJT&AWGXsPBr1h>TWK@6g8KfKw{=d3GIE2wYPb2wc5T
zj;6Zc6R*0mo3NWfg~>_eE_@A>AMhqW_1dMH;H88Dk{+<g^>$;$8M1?K>(3{uH-#qh
z<67-yDtAbZcp2UI8RK&4eck#GA%mXf2W<u-vyd>*Ha<^WAe18`-->B)D)VAjUh#^B
zV=nz~F1OsgXO*W5jT^Kr-+ON4q(g)!TF%d(n$FI9aY2CGl23l+3E`*t+NsUYRE6T<
zR0ON9W8_LE;{Yt4C~dMnue_z&fiw6OEKC6QbW<+&nDFIgZ`7d7{Cwv3@82&&YK?(V
z%7zV2&%(+&hn$J^`pTaLMQ|xlv5Y|xVc`+nga(zRzEH>-9KZ?Qz(_B>rY&H0fk*ik
zojQGbx@e!Epq;5%$9++n-!454N$lvR?){g$hl?xM_Yv~6lx`^y&66ij)FJ*HJAT~Z
z4%Y`*AQct7aGi(d|LPeSXc`)}q{^R;Yk+lx;#2awX|F?TMx9g9hx=8xq~eY`d!R8G
zWqTMH-UVtz94l$zFY7Mg-<vmY!nyTy?aUAK1GL_^Zy$0ri%-u=nw50?(&jJmzAq}1
zMCd7BUfPfkc#m!c$Lk!I64HMF2L|s(E0|Aq@p^1q+)F^J#YHc|rInCigtc8@ki;e2
z{-a3oso{-IM`UmSqmpiC!CK)N85vpY==ES_W7F=AW{uWXb;yL51(}Z^-3X3&ddkk9
zPNxDtuzyn5NSK-@%uauw=R}AF+Ba;7tdf%D)b}0^Ea>Jq48kBnWxN&>BcaesSvwU0
zeL#ps18(}C&ren^7ucjl;ZFo^Rw1$BD61*PzRKnR8wX8CR!**F!c#z1^*(b6No`aw
z0o4O>zN3&j8(*9*Gd4H>F|Sb26Z`6wG>o_B(2Pva5(z0nl5=#-s1<nP%}Yf!6zS{i
zuet*|G@?kjCwR$NeR~qS7pxsA8G)PcvZGJ(Gx0-tJAC*sak$_&tZgjnI7KQT^*~fm
zTiiJX&mT9;l<Di?Ctl}05CMqVlCBoiu=ztjLHo)T`Ja=M8cY<&DeerHgM6YVLgD*I
z&kZ*Qkfwk>0J@3@21tu)`mf78cRC-ImU6|##pxYBT=C>{Qa0<DI5lTk|8)WZqGc;w
z`bLwMv+e@E>IOm!P6ACzv8o~!>ePeE${nyW@N<x(P<L^eisi72NG2>pZGp^~S6^M^
zXeh2qk=HoTel+YlD;*-FpZ=g_*zLyMyM!G6vAbJv-@Xf`=GOKHVoNBQ(ElLoFk^2h
zc+U<cJ(2;xafjUkxN)PcNd7n%d?~0WNV`D62UmEPWW_1G^-jTWmz(ptseL9y?&7AN
zwRAE9W5_O4tTe%CNllH#iUUT2!I;LZpjI1oDj3qta%X%XMXqTKq@%!=3}?}<Y6M#v
z4Nu6jLbL(!(>ilz2ZRCpbLG6XEnx<8_1`Z|#EN7cbQRWYRX!}tiiV45S7H@2MF_+N
zUlk<?IN5t{**IBG>5#&G9J=THBE%@W7R$q*cDsH8`XfP%fdd?#zXVPD_~}#U{z=07
zeE$47*J_7NQUz`fl$#tAT4+lkg6-Gs1#XKxf~Q`PPNBgMKNYIO)~#D{vAa6DV#w{s
z#vGoT?j`UT@&)CPQdRqx(Z`L_Rkz~Auzk2vPOE2kWrAQ*XjsEdian)99(?nUO_9Z6
zht>F)nC%5dDS(MsGdLRvE&!JmWNChWe#lBtJo`k;9&?c6#2tf2=ufyPoZQ^MX-6JE
z)iD&oVZru?=Wi~yXyGSJLk2Jkk4x^Tv`k4(B(uDlZ9xxILwWr4VW5BA6DPJAr749U
zjA8E-ro$fp{reI`4&-av-#G>q_r?)jQ(j&W!Hx6h&&L+f;3#WKfYhN9{GXb_SbO>}
z54m6eO;#{UPd_io$;8Y|ns09CHzX$~XFE{t1N9AU6<e=k!jrFPjgVPBIjvtxgZeef
zz`bLi8}=IXz0oBcq;-+SO%T-k_xZ5LrJdaZVW_Ct6!-qK7T4F;zf}0iBLxDL(rtOx
z#$pJV#wb;RG^N$6`VPe!<^EITRTMVytfF+(cRqS8ID<J?MeRl|2UiSt6QEV7w&4AV
zRMA7)^->Lujaqr#$j4SWu=C=8+kg6>D5DN8ER>C3+OlPfg2xy=ZUcN?s6zSP?^(WV
zn6=0<(P(SRe*6@FY6$IPf|etz6!tJ7(Zd$US=QCpcRIU$`t-?rWg?rf!vOcn;ja?K
zJ$vPtIJbR!o+CS?J|qpOpo-hH-&ZN*2STzKGP<v<pGdPuOf1#i*|f!_bvtydXP<t~
zJ<u7>8ay5@pEEUe+nX7pWuj`pN@3zG@+V-V2yKl^@T@EO^?E<EUZr!oaNhGf?NxrL
z5;lnRJm<xSkQDx4q^Ga4FA|u@e6}-cKIjsOb0dkx=GrcV3mW#hiWsG4Y~DxBJ8|Mf
z$;_KcH^Sknp;~)Mwe)v9ebhm1m1|?UQEdbpsG2}u@P!$&jnZsIosY2S^gV{5HiuXZ
z;TjX}hnw5W#=xgftH7g>S<UzT^OH-&#kb<VIE{}~+h@ImuujJ?gm&<<%4>up4!Au1
zP154*{~-*;ZwoWrWn@+4bf<eTO-TPM<%Uc3!_OH{mc$cdysY73BdS4sH+V!!SD#@}
zl^VcnDW1qaM;HE24Ad03slJ=dcZ#(xTqAX)Oz5L0D<7ZHX1b_yDySsk<~Z9MF;Q$l
zvnTX?K(l?QU9)h~ZI@>Hy+`BZkq`Q;ekI5VCI#C(oN)q7qvS>%iPyzWX=*aSokj%*
z#rJt$eOQEJ)a5@c3AO^Gl%ReBdn}}N2v-0hl~mi}Ut9`!v6g9aH$e2l9iwcmix(we
zGa^TXK-$DxYKz&&_dqHB<8ByUF%ypKbgX-Qp?CJ#nRQwaTRGkMF~~FCLm|{8Bw$5)
zMn(-F{rLf_i&a;=uM@}k8!p}mZd4<Y3%q^%ThZXOR~Bvtq(R6DSo?g=Ze4ra02C1W
z<k!FSnO%*S5rUSNaz+?E2^=&;J^-%}FRMr;v1iFDn4$(PMJ%Z*>PK>`y~Pt<IxAyi
zCcF!3A2`6{I``;%A)rw4(+rVz2G5xRPGGYXeC?^RFBl%&+>l2<z%mlYc1Sl8My3jQ
zMNeN}13_CTiG(I#`YbztsbD)6PgLI96<YX_d9x58Yzd^ls-N(1uLH-nZJmtS1!;z4
z``pmg&<{~)aq>F8zALc-PmZu7ulOG&2CM~F8lrFu?amY$3XKki?MIIuB~j1&Yg}*)
z2A+&Vo4R<S);}r6*PF+PqG@jjNch;5rt@Q(BeHvrf9vSzc<yxz*+dkH<!`r+xYchn
z<5yC;#}~ZJqF{Zt3i*<2NX+;S)k`8zpF(z>NAW7riV<wM-!9sR!-Hgw01M1?zO1jE
zM#3TN3Ro#%j)d&~<jFhd0Jqn0e{os%IRa@c#Gcz&`%6Phdv8XZie9uDEaL%XyHk;7
zR;PNdX%>(wK#9R47SwQ*NLCi#{}(>($*ox2dpHkFXG>W>1M=Bu5$(bUl#~#Tih{$5
z-sEeqr}(2KqRPSG3sTFAQ$3-ZYvXDpfy;iz?rtp66cifjxHwr{Ibv<2b2wMpI|lV8
zT_q$iJJbnB9MxbLcAAW9$uL!VBl<QD(hki_wRLaTPB)Yd1U<k3&ENX}jg8Gqp+U2R
z&rq0w^dTZO5K#mL1Z+QF-&hY(=U4alSH@a{!{0GD2q`TNzz`sTNZ94gCzESwYGP+}
zc6Dh{yJtUs{DEAd$>TO+Y8kIz-wn*`bVM49iH(ggG)UBgg4BX<4z@b7u&@Y=z3n31
z<$`m`EB{T41@_XlU&&W(mzzn$HUP$}SIMS&3L>qpu+oMrAdM|8BZHV@)QuZA&cC_W
zLnr9UQH7-Ai?=IIYa<+$RfzBS^L70v9{}~JrMcHxHiWIDx>|!rEszH{rKhK-;B!x~
zkUnvH0q6mbU@9R<iB!@-N5>z}D_*E$E1aK48Urm4t{x$)KoNua>ge&+9BVc9e8fYF
zn5*sMf@*4;sR2rZfd&e>yyWA`u1}Nn4rGPL)!Pme=2FDg?d8fs@-AP3pFBZ$^@|-0
z{t~22UP7KKhuca}C{-jzOiWCMuz_@t)m!%8NIH3j(;u){$XzL|Wa4oOVWldsP8F!e
z1FUPnHV5cwJfU)ciLAS`GXxdw?74G0rKH?-yw4l40rR!B89gx(1>J#hVcYZS94c<X
zZ(n;_fF9_|&<B7mgJD*{EV!4F!py@%4{Rcycwjm-0!$1IvT);Xb8yifrY-Hx0zCU%
zP~ywHrZpic2X4%#`|<X6c539E<c`x3vnZt55ws@77qsS1=sa3ZPNFaxuh-OQ0zm<R
z$S7Kh&}iIu)@zUyh8nzsU|GnVrkC<lQ&G81eUXA%=0{O_olrGvBN?^C6OSZU9gR-L
z2Dky`*p5{uo^t;oXJ==k?t)q}@7NI!PIf-%ixGur+cel;>V8I1$T~<lAt(*Oq%+y%
zaREJ2`H^O>?+H2$7v{(Qw{!Ot+7kmOU2IYu(_?i6c}0BWu<vp6O`lzEQ1CyQYg$-T
zL|nrL@$)dN^k=~Xw-ToYbTWMW3$}h!QxopP)h%?}CI84Mz*`y5vn006;g%@^fx%`%
z61K)gP7uBz^8MvcQZ*lM7u}zvCj>1o6j@G~Ob9oow<DQNw@fZCF7DdbquJIl?FAXF
zcG?Tp>Y3T0ADUrXmovFbI~^b1qKJ)XvegWyK^8}n{hB*^1%;ybEI*(35UD?G0zE^+
zg|8QjEZlJ!A@W)pNBquVQ9#HPqzNrf?95yL&n@f#v|oFBfn*rae-S^$l4yHc9^=96
z)KEJ<Ke6Br_N2_m2*ts)<-r~gAiMBt>tJ)S`wPEDG{fTvUMR+13#QR(?-#&+Vyf`P
z3kL2u`(vSFF<Zy<rAW~ch{E!3F_&I?)E$Uxfus;T#g@H)C(o7`hfE?ojhO_LjhlDw
z?BA>7hsFkSL<GqZ31;7C5e6~!Wam;$bZ3tVWH#Vt*a1lPP>@x}awq}|vC$$H2RPK0
zEPX-jvB8(!_)GXMyaH~ED&OY3J#Q2n?=JuGVdU`b3HgCG7J$AN6^j;q00XKjf;r}L
z0L0;R97a90Nkrq1M9oU;a=zes28-Vv1dNy^njdRTnHwRBS4T&1f7z9;xnQV6gg!GD
zQ27O(B0w-83zDN$p&@dst)AY>d<bJhHg2(>F9|$T^^tBnWzpU9(#igd2jPo@T%g+@
zzgy|?q9&?Wp%i<bsC@96KaFpIsX5AWi&>R>H|gfGGAlH>6NC}XJ}NFQ?ZaEc{V)b0
zw=P4$fgkqr?0XhAHa5wu4<`vf6OtCXd0I}LZGMaQ%~3Z6G@=L3cv6oHt?hDQ!wdt3
zM(m!~nVFf0B4`~t)Erw`+_go}b#w^wVhtRox%VRJ%Z05=&{S|MV>l#K9mIOWCHX=G
z^;rNQVW<;gmAz*J^HZAd0~LOq2s~k`2HZl1i))PJc4(Nk0AZD4m3(sIU3%`Qlpz{O
zE*O2ik!5QT-S$~6?)^{2GbA2lWkJ+x5L<4-y7f8l;!-COI7dg!etFVncEW5!C_?bS
zf!<#yDcW`cA`lTnR9f@bE<Le}QHbo-0uB+XDF8SWQGQX;Yf@@$Qh+VE?59=yzzpP4
zE;L-@*(FM$ffSF=7EAuHxU2UlPvx5CiAj9iz*<Lrw}l>=7m%C_Ws3n@!S(H5`?bN%
z^>p189$JuUY!yg>N51a!c>t_{bwUUo&pr`F6E~c6qFEahxn{UF@+i{Y$dVFKF^I-8
z0<MwOL4am&_%Klsic8V&ntoG2{%#fJu`j!y6d4xu7;?DqZcT63g&m&O5?syNaOyYD
z+L(MLX?$ZX!YkuN@k08DHB;e+VM>Q|y1QpvMb5pm&3E^u+$06iWQ9-w$_1IJ20Yr~
zupU|MM|B@FM2w+~0dC@Zl=cHI`I1bE>rDggqjO+h<f1NY*vn|(!nfW#{D~MEvWE5z
z8v_c6T|<BKL>P0i)H1L@D56G8K$EJs8lReoVq(x5V?bTDMyxaxm@BHnUB|t9>GbI-
z*B%$d<MB>ND}<;VE0-v}yhBtk`RQjBWo6|YftR;hjis5N{FcR%m6DR`G95LBx`&Ak
z7rE6I3FIV0fxJAgTxs{Fex+UmW&i8fuWpUJSB41Dn(GNZBo>Jtv6HXPex(2b`1tv=
zCNy-ugs#)Gp0ZgE&XAdL3GPV+*d+x%*}n^?hD&S4#@XJI1sigLi|eI@80n7*8nO_k
z%a@A~j^ON`!<#CJl-qFR4oyt3AX!CZV9=xHJT@56f%4%>eEj$k`9}75wG9Q=%5_{y
z0bD6`%shJGk1MC3iJZQDH-uSU0{qmqY+A1GQuDqN2m%$v{0Whsh8BsuPI?62b(&K^
z2Ivn+*HI-1IT#+i7@VBjx{U~?uOWX)h5HR3to>wlFXY3rvhDCjQ2-%JB5H2c_~*}`
z&Rx-v^`S1HKwymLDy&KHNfZeBty^KeXo=o|P&QB-tAe3~XZ2T?PfYHlS#-5~n$K`P
z<LfFjBpqgi9mGikhr>B$k)s{1SQ;S03&#H$P|y^<MdZEaeT@Fgha~d3L@j`AM!3fU
z2p=K}|ET#J@P3|~;M3TnKp`lHjY;dUVmR_D7P*NCI+XgAzB4e#p>dsP5;Qh;4nXn%
z`;|-OTFT6|f#7i$XsYD6FkRw>^tbH5y1tbA$h>y#zjjExlmhty2&br3zyA(las}&&
zX3G|?E|mbxi2M)21Y^EAJ;vKYt4Sc+V=Ds(dwP0yOzJxb(wM5V%}iHMN$eJ3%{TYA
z3ON8hjVSnEnfLA7Nt*8ed&~75YN}(3r;1$<A^>6KKX;Hs9X0?1uTmJ2Vq7>|O3>=`
z_8lJU`w*?ep@9O$KB9;%en<_W(0gsJaV|b+tv35Y8A3N8Kt4V`U9a2@B?uw@P2}z2
zBg7wFI4hlOxC`3@?lz>Hnrqwk!e+SCxmjW_Lj?T@3Ppr-;DqB;Nn`4{J<<-LHDK9c
zj>B%Fe?Rxun%Y`sc6O>vV?Dp7W9j-#6lkZ&v|!bt&;c1+%W~Vua<6;kj)v2|;5(9W
z1*$*60HE)XR3*ze5b1GC_xf#i_dOPV97T0%u<HfAbjNR2D%AN&G?-q-+9bpwFkfw5
z1)k(B;oOFPw29L7rNmuureu@>IHAwE608*;M;MmH>eKT_&CDVp;lMRpnX2`qNp1eF
ziHs9rV?vty*9le~i184SBlj1)J6I@4qqWIyy_d~tfA}gWcEc4)O^%5{kns24e9)Rj
z<h)8PJ>S+(j7>>~c&xuAvJS+40th8ZY(9wiCV^<4pQ#LN@%ZRel(@$XY$Dm}iK?-C
z=-ZJ&^m^=#4){KiwNmf*rfrwBf4@10)S^bNY5c@u(9e&1h!TEE&J|=4!X(aTEp?j@
z`N>XV!##ga52+6JDM#*;|4cZ>C!%5l<zTkaju~9lVGqH7{-t$1^|?aS)kS6>ZAdWD
zR1Le4Dbex44oBwPx8ssRs+0r$cr9`e!HN2}e&3_e8PVBtHKTtzr%2(^F-5zPlHDOP
z+;QNb3obJ*s;g5n{tKPD%gdwjQWpo5QxUjfRGuYr!7nkRLidv#INf-67!YA(?c6JY
z@USq1t7$~<{Cr@=ZC$rj@T49As{L1|i&ew3;1}U)qZW2`l-(@41{0g8n3io^Ax!^`
z*FZ$}P<=}PN?38(T^iY4)sC_sG{-!Z&T}kvKG60dzs@d&8Cj$bl>%6H`J%}H{9&q!
zPhi5U?ELWP{9gn~|4W{Ef7as-1=ERp_SV)U$8tVqXAgO*Z%M7T&NxJp)~dy*qTN0~
z0ys>G9z_I`8`<Rl%LhCR7A$(l_oNdL5{LsYpWEWE1Hi=l_wOeJPrtE;$xVIh=VDo#
zcziIm1QF+pb7i%)I&5o1j~;*5Ky3D(EPn3X;dckR(*JK9r!9^ik}NW#7#ck<wVjWT
z3Q@4|UBbc*TJIXRXJhuWqpvSEDJf~*xA5o#_zgdj!8*0UHZjxyn#+Gv4^H?*w+W3E
z=9Ip;yzUPDJmG2dl`j5gSI=W<;QAop#O6nNJ`4LH2tk?nYN*I6onl;rcsx*O#SG@N
z7P)8hd!{^umBi63+tLoGyq+GY*bcm?8qYx+4rLdW)GEIutM!(hB5CVoabI^o;PuY#
zZu!TGuOJ>noTPyq;ynno3tEAQML<JuT6_*Wfk5CXqtaQ=jnot9bHSli2yp{A6PRaO
zSzSH9GpmkBuwE+d8>i_>$4(PZoSd)LP7ngR*;nO2N1PSrhxVDU!fYozA!23-zN&7q
zgDiKzo27Va1A4&gw2qXgJn8}Q=sc&TBb6eWa(5%LUnJio>%{wE+12G5*E3$EyI^S)
z^h})yn#P!8!;Z~mUFf4Wkc7d({*8Vhl`_5{^*=g}M4FkPi*~;TDu_XsS$I3EF6s5Q
zalOjPsFRt+HlN*(#+<@b<9+XuEmL3eYaLV@#>U3Z%jh1fX|gZ4nU<z95&6?(OX`1y
zngQ$YN}N%hwCl!Y!=)gmcsm{8OduId%<Bvd4F%KnXlGu#KpU<Zf7u$G7GNJ^odnFn
z_CdlPEf+L@RBn=p|0BFh1VG@@6YBg;J#DiKj?T{HxcRrD%lch?r(=cmfwFuTHIt_i
zlmT#o+sw}%gZoGg%_c|~YXuh@{TJ(E!kFY~4G9T&7hF|MekRSLrL3IN<WY5gww34R
z$myJS;6j9ru7#Mi6S?nAR=M_F0-qEKU7!yUej;K#;Q^-r2De7#5ktee?lVDg)I0o{
zAh3xdd_Ie50PE?m7&&oP9((^U1-%mUB9={~ElhDk_Ftl(WOlA`hu^deC;gYoAT?+N
z+4c7Q9UUa7i<n6;e6NJER}U-;rBFo74T2X6A4U%0CZ-e#GvIQ;#%S-@ZG%fx_^hlF
z5go!Ee^LJ1pmI=GbR2|D0*eq(2U21{>s#ALI`c@I4-wiDjB%pTr>63Jy$S|}rmcI5
z4de(JxpGy(-Milj3NK9Y&p=p>4@p4O7Q=7E^9d3jw)49p!twEA*ua1l29md=*i3sJ
zaFOc`Yuidkw_Qe23E=?waZmbdPySeo#`W~T3dU5WHJ0G<Mc!h}LP8p_wH=8yT&1?G
z8-ezqYKgfVB8XyQa=Q_;-tLIVV*J+{iXG{%Q#b|4^wDT2dw4G#))|uJ-rCgMOgI*V
zX{3@e7v42NSbk{3$W20Un20RX7TB`<hvHaYTf_gB_+a}3w*$i=hH${ayV)?{#?b<;
zrXG9cphH3DmabqjmpcyHLl=vv_O2`jfF2gf1R-=)>Qc*@KhIOdWd0nGx)<|7Y{E_9
z-+UD~*}~sOS7+xGIgf7;)i0=~I?2>%8)6`c2nzruzI*>Z`NWo!`U!;ij-)2E8xSFo
z>io0s6S#&i$e%XebB~bbKw+^!anCWo2K^4b@t=O@{r0!FGMW?8jOeJot*&BgCtr`b
zP_v$q*&U>rEV7S1Cb3aog9&G(1zQc7Hi>(KRR{OD68MjV$ki`>bttkRkOAP_*&4bz
zj%#pt;rJ)qx|Qt`c3EzeSwVD<2ktD)9edA%zdB3$U4i_wii);jt$`dMN{(!I`ehlT
zAWZOse}rT4!?uD}MQl;1Q&LjQU{|C;>PM&;B14f(B(j(L@8(rr=Kq<GFon{lU`#!2
z$(17G-AG`)jHDI~hb?+M>$F(gE{?PkWP67uveO$d^f25dW`a;Vl!ahFvN!#%V4GUP
zxBjYJ{9a0N-C*uhSC`D_Uf<&gogjdp1sw>j3Nw!c0WWe64bc%|*@-7YKyJhMD`o-@
zLi@%hM46EtJ$U`z{$xX8P}sb__z*GKCYYp5G(TL#LQ*M@w;i~>^sPr=2QP2HQN_d-
zhSgfO-zgZTnf#oqrLP~|{T4Fh!oq@Kv(hPecvD_}RSA5n2A>Wl2x0yX70n_1WzV#i
ziJ6%l+zj+fO~50<(*y+8`63JuscB-u2C5M;GGco}D0+Q$3CW({sdFb~NTD3(Wg1<f
zya3OWAyVcA&+QGz?ZNG_#B>a*3epitb3yGnLl5qi@+x`KoC*B93(j`MBD_-*Q&R!h
ztq$hFY7<ja+9=5wY+*J&-T+dHd8N}Atl#{0xK52A0CYCOSi}<#Fgj4VTjxQDw(zZ;
zNVEZ*VAuUe<jU+WwHGiMV`|dYf3!&JNqIqZQ}E7%y*JufMYZeBO8;Fug-3tDw<E#4
zD7*#I$!<?cnaW3jkYttDW^4b=Zu0U@7ggfE0HlCYkWMGUSH%@Wl!{#ZX;oC!Hg<OC
z?L<rvx`~YG7eHoI=vfT(YN0-0Gz&!5I;=GwR0=^Wb%YW$y4hpSHC$iY6Owhc52J#G
zXW1W6w7C{jD~CvJTmH3|aW__fbTk5zkLLs0PKa~6_hP&p8WF)4^8)@8@_X0T#_)u7
z%ZZdY+Lvhz7-9l!LGc6DadLKc(Du#h#9e_FIMrXq0Raea*Kv2xZ_lux+EhQ$c2`db
z$Qu9we!0v{8Ch)7vz*jalfbr#U;{T7xfJpNYINMl+Tr8okN!<Yfq0RB%~tm~8kK^{
z_+Nob2Z(VS)$W^*o1-6sn}E8|v5V0-ma%>0?nOF~n7g*LRKD<MsDVfl5aW3O?uf4(
zJ$CFWc3Z=$`#sE~qUwA0+yT)9{^6Pr;HqdCbKWZ6fvAPWS@QRe<1A-_QlNHVL}FDe
zMaHaT_vb!hP!6&K(W|Uh0l$a`wcv>!l!ZrbD@sd9T(l_f{Le_2EO%TZcdy}-A6sMV
z1WZqy$iyvz3GI2#J|dYEv<s?B?eOfoP0lBkM+ud7*yK#Iu3o~!9kb&xp$9m|n~X1s
zKiMxCS}kdR-#7@J6Yeoy6}G*=D(E~&;X(OldZ|j8peW%A0DDCBuh9LV4WD#@V`gT$
zi4}}&|51~WuT7QnIEx#EG*rGzk92&|TlLSO+v(zTLJ<!JueSa4^n{Gp)>+#~ej1#+
zZ$P89q~Y#U@6JwOsKeKn>iOsQpYEp6LtEIo^$+VmZIx)<&=!J-)(usxeDSNZ`Kz<<
zlg5dZCPYLcmEhtcMqu~8z}4wnKV>wS7N%OwK3&7rhv=Z5Y25OD@JlL3@#fOz#tt}g
zZpcacP9wQWU{u7ZJ_Il3K-z%Mq*}{N7J^a_-j0k-z_k@m0t#i=O~JU2FDX%ISW}?O
zNEN}_12jsL|8S<D1ZJ9fE_+L@ZPf54S*b9mv7O3wJS}QVbT9OlXrKn-X%9s3n3#QP
z7B8bm)<iW88|N!wxeyaUI|3G%35I##S2-*8=D6W~e{nPn^m43EvwLEAL=-#%LeY6&
zHKVxC6}Dv1+UO2KY*}e3Hbu>aS{M8{E8koUql5S5JRV}OpDz9WvrAqXl-KX&0wrfY
ze0bJES(i(kUi6e+hP}Hjg@yqIzh9fsT~-9uRX5i>{4uNzKT45gh%soH9E0Q0M1~DP
z`SR}nCsyzCVMM2OpvAtRy@T*t;O>I_v@Mr>j+V~mHL&uX*hR>^p#P=as&P8xq18;r
z-J26~x){ZVo@3h=ek6d>_sD)=UZ`CN?df7>9(;t;CZ*oEKmlq5?76H?JmFw}e?P4P
zs*-qOv)yZLpHx0&?~d%y=FTi#Vni(d0`XV@{6^x51nMrHp43w13jc3rW`@qmPFUK(
z!4=Jr=&69lo69X}=4hx;=z_&(kBz-kKafWvsP=laG5$!&Y>t|P8x$5IVJ>ruP7=9#
z;SCsn#6wv`M5vLLR$`a1QXZQlMhg&f_(8vh9?O>>j_jdodkhMhi6|lEn?6IX=|<xQ
z>c8T4JsybA@Y4u4>0L_;V&GN8kSk<RJddT?smM2A@RL)KnUs0BrbZ*X)w?%I>iofo
zk)^jU-K*HcM(ZehPf^}4r9h^*5)QoHkt2;wclK5+LaW5{6DU3&ijvk9w=9ty%E^3E
zlg-26a4h`Dx>V@oj~`Vx1$Cj0)U<pidk1@*2nG{l01B6Xvf)7(L^==1?yvI3yPJZ<
zI3C9R4b6luy1FjXFtxpZKj(e4@)^`jUv?2ZbpRd^w%$s~`-p)S_N70Js>>u8>x1D9
z+m*PoL}=PgAvKu#iiZM^l3h$*0CI8Y<D`>E_>*pp*cbH7emEpC+^M_ckM9j2eIhl5
zFKgFklrmA#Cg-#4G<c#E@q7~k>U_w#_1J(2szCf91Zm_x1r-&O-MP2$|96=OD(;sz
zm-nJbVU##%S$PA4WsfFl@$e30zLAUbiQ4&n#HfORmAF|&E>J144$)Pxu;fw>r!)!E
ze&><eP6Py?d_(o=#PAVT0-zHAo;~j!+=`Fogz03>Ez{$l<(Me#8i>VXi-^I~Wb;g8
z^}O!Y7ANUb$+t!p2mF2!k0gTEP}Hs3^qPm2mG$L@@z}cwQU9+WKg#YZY7sXX0^T90
zC+r1GjRaG-o|yvIL45dw-D%`iiAij`7n8)Z0kC2DdXX}S)yZlf<z=8=@U1XgBr<^*
zlfbh(?4aMl52_j5A*$~8x->VY-j<k+hL(Z6H!mT}DV6vYCc(h4MpTAxd}g4ccXHzh
zyOZ&-vm3^5@TecT>{oYNO83j-Gl_YJWt7)nU0Sbla<*V9lJwBVPd5e3`ySXgrWeGf
znl{A^6+#`j6Yv*&u<h)0I$|(XK->N=CYKF_8DgK41N-{Aj9x0WyY~^6xw+U~v#nK8
zQ8b9|t%TsYG#I-*F!Lt-?W@%k>!jNvquNr{k~#AbNe`fT!<+`f8O89crj8DkoNFJ=
zRsPvXwKY=6m&6l(u+U$g?-C~BVcvKE&>XfgkKfWvy+e9H1U98_(~E-u8~2~T{XF30
z<OIcGOk1N%QN(o<(SG>mZq56Oy{EezWf4;*%@ytc@PRB^o5k&y-qYFh1_n*HIaJf0
zRAE$#utxxg0joITxIW<VGd%~e1k=1ZIhjHE>5zotwtnm6)+&c{|M!5AA)fVhj%e);
zry|ebd}Kb2DW?fDmqPQSdHm|MQX3wMWTcRogU}Ad-)p#eU`0a_+g+;&TJLL}ZTgJx
z?ajntEB;U1(@=@N3gwJ=&{*5I5uZ3R44)FENL4kk>1(R^*zFR8wTTH_T)5v&6h;X`
z*g`i!2wxV-LF$6$ge5?+kO`y<#svzBH1k-ZT*F?s*49=a$Htm)I&vpk1`3=UdLMju
zSml68#0$v|i(F_bp6rZ>D_rHr6RSvLKmLMY1=j&Y!DwMG0Qj<Gh&l=2Q?emdsbyew
zK|f9(|1^D4$!_agNFtbkYLq*3=RRr2``fn?654t>Fk6Y^f+Jcp?G>NQ-P|3!4?-1s
zz12jqI1%c^<C#wUxNR#vQSAC=LYRnJ+s$l_t8H$<xL#<r`d}C4-J$5&)~u(~jQ>tG
z5xw&t=K1k?@r#x{?yGn-4={Z`h92_*AQbClNoDXQ!25)Cup~XXoB|^d{0CZIUETxV
zx7P;1^Ps1JC;gT_-YSRw0kVx3Y6f0VZ6FE*0U>FHC&z5sZzEf|?DbU;fC^9CvxS4R
zP#Y?wucRxuEB50dq|8CQaJg*rlh~CoK$mPNm#IwxdkA7SF~t9(Y(|MhkU^Euhu|1Y
z&ZnX;@Eq`pWzeS5Y3YA!*#L_kibuouzfN)~c(xg&4+I@y!{QezGoMOn;~MJg4~uq>
zn&TmsjLKxm*Wxil(msx0H<im6wwdGj{eptKuvRc81Jd5IQvD;9r5I&t+ftuLd^_bh
zRBRzk5V^?OVyYQgJE#;C4^?QhI-~H=JWS)u@?U=LzlDbcxQTF10QARO!lZ9WrL>}&
z<At>jFk4uHCt)BtfTtW<&5}po>rXrM1PgWFb10jT2Z+ZgT8c-ac;aOus&es++{J;|
zt=r}J)zo&t{%pXrHXvSWGtyjy(Susu#U)Ej1P}w=UkcB&LRW)SVI!APK^2X)i4RrX
z5rxDfW^6SyG_b!5m!RD4p5Cv&jq?$Oc*nLvT@i)X*xaprbpWq;Vw{@-*=O-PMRjIW
zTtEW2=SV8FeyJ%OwP}kw1!4(HY7RBqXS!>`lM^`5%F3#0<v1S8fgrNpqYuGF`r$+_
zk+Se}5BS)g?q3+6p!8((&qRC>PcWgohkA%3z!Jw4a)mv6NEmV{0s`<BKH3-H!V{sS
z|Hal@2W7c-ZQOL1G=g-4q#y{=-6hg364E7&G!l{`Atj0k5+VX3-AaQr3W6xo-SDkz
zKkv-<$M?-_XWrTKyl(D`>psu5j&&Tr1&1m8>cRX1H63V=2aX{vkd#Aa8F2rT!iWQ*
zb;6iTT_OwA$H$VxARp~ywwz-^wE|Xe$bf(YZ0EWR5fKp@3RJCMW>|61pgMtZ@srsN
ztpDgx1+#Y5M$lS-w;kk<F+*9z3k%acBK{`<Rr*{X;7K+St+~Bj+sp70;^f4E_Z$9(
zn$PykvV-Yz8dSZ|yaCZC9+bmjXG^dQKxGS`2z`{Q$>JG0Hj&lAzwfAoTCQNmfsz=g
zB;q%}$3Vq+xH*px>WZG8kaHwZG2~wB71q?G9kRpM5s^@LQ*J$Y{sr-Gjz5K40vryG
z*6{m*Dp&!Av+!B?{yuT6H9?3XKsu<zUNiu&7kt^^xb1{4@%;&i5GeHpq~c^zpM9nB
z83eQy;mQV>g;)1a=mMa;7QE4lcJQ*EWTmqoQZNf3igNgF%>1qePgqf1-R%OJ<F$YP
zz+O$QV~zh&eD@JFO2F&9yIWpanLiQW{s-J2uYjim7Yx$zLnaC_MO0N)89P3O_h-M~
z6?ArR=m8{B0q#9$H$mrtnV+Am&Bm6;_B6%El5c_OLfTlP8ldvrx(wsKx4d=-Uepm_
zVy5*idj<Q5_Q$P6)(6923;8u>L7CKa1H5Ud-?BtustC_~Zf-8@BldZ+1rHqPCjB@D
zQBlYMh>8lnJ_E7gCCzY>B909h4Z@TZCR6TxY?=LW_4MFXbtp+IFX!DqJVcNMaD;(~
zqNt}g8aW|bN|O$1xhcxQUlCDDXZI&|pZnAPaBD9S<AfLBXXo8?h3_di6(FRvcd}lb
z>t_E!`FA<h?NrukV7wuW2Pu7*+PXSy4Tm>n30jaOf&V?YztAUE91v#6^z^FkvG-^E
zyu3t!ih*hceGJ@%hz!X|{?u_RvjrX>wDht-+kgWU(5gse48DW?{rw(sbZ{-1@s;Si
zYSuP@3@{cK`BIAmq-FSg8@e<qdkYTmf_mSXPZuN9jD%jfett77_TB78^z<VvSrQB9
zkKi7MuZA~;#{zccDCo?+zjwo;?rBCF^COmA8Flsep@I$2HIZ8MwLc(+;6_8e`AR;E
z1>ihyy68&vN)eh2e4G6fw(aE<-K<z`HPzMe5l<GRyg}hX{>CF)b{JSxJB%=c%WH(l
z2vkR?yQQ}h5}roT^0e*Rfk_PRMk(70@a7KKqsMn;Kc9(VRUOr$e{${ugrS)TQ4*cF
zx52fyVb~7S1^ynfuj+p6!fRbFph_K24~49F{hNd17Yc$fNdx7~5!`WN>yP3>!`0ql
z4;S?<EegSY3O6lq3Snviz6hk_Ek8WZR)bL`RPRV40H*xl(ZdE{1%w`M>^)H<!2sY1
zNbZ6Urq?ATBntIP0pr^)h)o9_J7QR#BtX}ML;xsIC9JpC9t%<vAWavXs51R&plSfl
zpc`x`U-HahZiINTcL0Vo+%n(C-b8e(#$*mWT+l{DgJ<kN!5cX?LqbAiPDf!*nE8!j
zm~m(ImNIl7e+F{=2HQ)((Frm$&{p8{L*^OU2Pjep{r8sa5CME>C<dIpF!TrLTp)sK
z5f}H@NTbdf$V<gGg|`kW8C@Nn1>vADQ1%&NrUGD7xKoH9f7pOF947T(s?4ofnKxi2
z!2$C;geO0R@s@)43b+UWZB%|Vg-cIlv-u2>At6LFwH2JDW}k05#fg~ZmY3}yj{zqh
ze7B&OKogoN(hGcGXNU1<XBwcvVA6rJnV?=gl{-kSAv^z>jKMyZ(q<nLse~v8{J2HH
z83W5~Le)!<ml5wB5|)JMRr?ckY>2{MOjy8Ya8Z-atkOk5n9w{zi)d@evdsZbNNR{B
zd8Vy5AaN7WlsD=ZwE<592P3$~nhtkPf)LIk0`NTl@vPL|Fn%_MAtV+!k%2Cd%7+t)
zz-U(+jJz<of(G-yBV>kW_|2!0C~YcUBLUaN?YdSUKR;v$1l}nm$P1Laa_`lAEx4Yl
z0VD-ai4OQ6aBR>YbiWCY!=qIM{R9p;K#5TfGv~MVqDzU0P=HQ>>h**wz6(Y;aH->~
z1VXb5LYfq|2!gtS;#<`DX{TQQjAaW@R**z6FpfH%E#VcbH*;;BD1<LRWRa<>Vz@G9
zobU9fQ0X0yGoUFCOn~l+Oq%}8ouU(hyb3-6L|)Cy%j0_4rD-_D3BgIIg4}nP`@(vR
zfpP@Hp2Ct64l5US4i5R(dTp!Tr%gA(TL*Lj2$lwH@bK~i<PQlOFCB$wu+<pOAqG!!
z3W^h6%Q0x_U^E%_;uTbNP*tFtFx%YG3q;k|KlbLvtSBjo8I1h^wwtiQ+&_0<#Ai!6
zIXvtxTT_ouA!^kb^gKVG7(iTb%Bdbb5P}mKl+A*Q3fHd>Yi!}fKub|s)^|Tg^d}%6
zehEo~$v0%<q-vxG?CjsyLq<{gcvU;}U+w&&yN0pS+TFmzg{R*tTS4lPFIg5xs!^bU
zU_AN+FAekp5s=gh`=~6K5v9#<@PGZU$LYSK{ihXWI3wX4)`grjG!jrWKGJ&w1WQpc
zk;Vh1Z+LYSO%;9$00yhQ##0FdWuJ=+7vxaXtWrI7x@I-p_m(a6AV9yioU|#)Hs*4L
zniz>|xPIAzN*R*GV6~&ljmrZ)__#G<s?nL@a;xG>zF3G9Or-feu_N$1C@bSB@Nfa;
z0ZczQ4o>|4GjD;j!ul&-zLwzv*a#uag#}_C<V;z>4(>s{BaCEYL05twpNLLOhRW;)
zu|C%$axfmpQ{I#V!Wd8+(}PwX7ifHflMYpo0u2epL8}bo#)}`|S(gLY^^mMQyd+?d
zi2*@sZtLO&xBct?9xeh73hM4gSm=G_@4>-;@B6)8<~`lmZ`Yg>+9ljBZh$~2zw^N+
z2+lLaQVc(NYk!1+6MrZL<BfR0rN9-#m48#qU;)Yx_yJKM{s=!jHt*}1N5A0wL+TYc
zav=d6zSJ{h{{9p|x>Q0!LX0Fhh(&mPu3^mf3Vb?R*yL2?<O^Uxe!a%7hq&P2HGoG7
zu?r+P4yKX|=11h<P=`|k4AtH;lRx3G20k@hN7s`N-;#U4y@u+@54AaXqd~E@I14!)
z%OB*f>@((Y1$7lV$lX;o$7&-erb_HKepiNG@O0)fM#|wbF)86yqhJnx6J$`=@hiWE
zd^ty6^+4EXG3@az&HGOLP|Lw51?O-t|C5|03NiQvL2U>AK0Nj3yjdgS8*k!)bzu#U
z3ZYE8gS}&UdHKJ|=jSR0aZil89|1gwZw0YTe_pHTfZ28o2%FEA_*%|Aks<^tDgNeT
z=8fk+fdB@j1Rw>Wfv|#k3IgjzIK=169MU^ERl1P!V}M>04zBHQf6l@gao~n6EG^}-
z`Vj#mdf+86csbf}1F06uU-}5Dr>3qAm;gPL@$;+uc_zq~T$2D!3_VuT6p)mhEusGK
zhmVQx3U1jHo0JzC3hWKhklS42h~H%WdDatH9LB>6JmblVrrbH0EUbFp;ja(2glSOn
z&!9a*7zLj1o;1VLUWVvRFI-eDbq}hIdLd7j$IH*pG4EQ}(+utEE&vo*;YPjqK^$sZ
zH`}){TbJhB82nW_5G(`B5POwxfs@$|#zZHO&pwm9e3RqKJo(=APqhn7MV8^E&}{h$
zxl(_iMFzZ-xOGbbbn3cgI5Jfri<Bqk5&q){%uf-lIN{|L70s<Ycch(av(MqtsX#4x
z^hwDJ4BWtI<hI&?*nSFJ&!~=N&CPj|zUwcBf?+De@iSoUec1kzT$Yb;-3<xf1rXZ~
zvhdyBX`~{`xwTLZNnG_^#y!4oN@G8W$i*g@Bg`T{+~q)c4vbQK|H;Y0NkQ!KFee5V
ztc-pjs`LvMbZe{wkqBt{;ihl^M4qnhNI8GtmNtCNk%=zg6^3VFK7p`_UMW92mHY##
z8~PsfR&YZ#CGp?92^?$;z#{C#Tb`qtynlZ9h7K%S0L+kmIEu{opnrn@Z@B17j=7t3
zImyRt@}NjmfPuVBcsVMP6$FbI>dtrq=&B&Xi3>NK{wu2n+(XNeHTMgjUx(n{M*>zm
zGp<5eR*<2iq495XIR|k_0Y?Ijx&0_RiPI=H@{7axx+_-B0%Nv{LUS2Ld^MgOF;z?G
zt|J`03kWp=47z@8(x1V>kCdBl4tMLsN2y+6ZUPS<p}Ihc03#lN@6jbo^&5ip^H;9y
z75uoiL?6eU4*Z`1D)So>{I&(H?J@WPt3t0r5PulFRqzfYIbQ%VLk|HZCNjx|(i4<I
zJ2mXbe{5ht4)-bQo()Eb3f&wSPLdBHiGg5WM;y+7JO>hy0r$c5gvg{>1Y8^%>Th1e
z36*tfzBgO~FdXC<UJeCAM?v+4@)al^enS?VX0}75Lh7l*=C7U<4vk^)vB@PXF2Cvx
z#!NNet9Cv+LZFDFdSly2gd0M=?H2$M2lpKmx5P%t_3+CFUnR_z(eq?28A%EN9}IYL
zWZVyjR_oFUb;!bVQ`a`+$HBy>{O=@yA`7ve7XTfmwb$=AM8zdwFajc6)#DwTmiN_(
z;QB-CX7F#&MAOie?A?I-jJh)goh&kSCUbwSx9a7d3Q=0<1J{2vNibg2lh|j}2ZMR1
zemPbBi&9S5A5Q40H9se6OJ9(~wT5OJON(k}o*kY&KVTbzmASx_q|(JU_}wV-x4@^F
z?X`gxKwOZ6h!_h$SVE&T3_P_;gbUakK>GMkYutzK9>ULXrNfg31i)&uKyJ?egsaMt
zPfD+7YHr2pmF5obw5q&Gf`1Rv<XAow)8O_6EXy#QaL~oTtrqrNAucu+ZYyt@fiysg
zL*<RSmzw~?d?<lrIt@w<iYhCIN@%=4y<mTsQJ?rA)mw}X^b_!U9Di?WfjuNRFdM-H
ziogbLj?$0Nt>DO1HFw;fucd8Pc-kmDM|{7meaTlO!H|o^>F*&WPr1+B{X8Kw_*fi<
z5D9Zp@q;vUT7ox9o4{oSE<%Z$4K%c{lmX%?;FW|n^6c*PuG#<VNGhy@sWZ|rAf~Ay
zE>6yEF?tl=tsi$+c3OKse}a+Gz!emD0G5dczdO+2pf7`#8WS!=s4q0yG7|Fv+|y<y
z&_7LX3|0)}<7PGW*$F`>l#e<;Y34=PeEN?ke-RA`^0{o<P}zkK59=TSpuImsM^lqP
z5(Iw)RAo%8Vi<Dq<W_0ao<|*;pFLDB*^WmDrQ6|J@f$RH4~9aJsBEO3%cwpsIY0}$
zcf=btzusEtr>*tx4j8jg0!BKVdcqp1poXY(`*H*5m2wClqZ;lN#D&Axxc(um;VK`v
z98itHS_)K0w_DIi!Lf;0XI-9xDv3~h%^kenU_bgF4j)JxtpE|=2LTdv#`lK!R;&Ur
zrb0;Oj3kf06zi=PU;aSi`H(K!268*a|EXBvLsDl1h=j;VUcd2a7O2UIfAT}=TU9t)
z!JAqI8P{^tIwFMii-03?@A%-svxoub=a{y1BCTsZDpUk;@gu6XwE(rwy?aQg1!C2U
z2wMmeR^af#gSQRxMxaB^g<f5tUImsKa08yh8V0GTG`XMvkB;gglAfLB7r2I@Xtzj`
zxkMP~-qUZ91r$*22c7)R<mBbu50qyAR-V<c0fTb*@4|JzHv<|pAZm~vy`~G;P%;&b
z)Zco2dfVA_UaohMJ-Zv%->*^3TC#vJ8X&~?OXT+@TybsI9wgC%{ahHy$qb1TOKI9?
z@+27Tah%J^QMOny`u5-B*=nh_<rl|bnA2&ScvI)MCp$3rkd_geZRGMm3Sop9v9r`O
z0(v|=@scszIE8S~-@raImRI88;Q=y2;pDA@fV*G~f<SnpTgwF{GU0$B3ixVea^4K}
zK!uio*t!reS2gg~Pir{6f*~{oL;Texe9+Uto`nEU0CGii2{)lF0KfJZQUF~G`9tKD
zg&-^9jYm36K<yPry)P(0L0}zF;#CD4IGOo;zlY41VFKRT@AE2ajq3xP(1>+afcpFg
zW$mW#p%0k0;Fs*$ox}ccpnn4dJT~}U0jgN!*#>m*$f)o+pZQZ{ioMlx!Sq~=|KPgd
zXB8@}LRskmfzH*4E=MIJ2kMH(5LR~|klT(|PxEbhLj4${HDoc0n4a`6d67F>*Prf?
zo?je>MtEz_yLhF!?ibQFt&2LC2jk!p0m`=l7kMG!mE#l3TzV|-yH3qY8aLTL^%Jyi
zIx%+?aMd8$CI5bntTx@!Wbl+VSx`Xx@}F?8h2567cK&}WWa!3D`WD?`wgnp^z|M+L
zQ9(XHrg_{M@DFO~uq5SDpQI3^0TI$J6hNr_0yEIMz&i?NXm-XzVUTQ*>>6mQG8G3<
z6M*!ttfuzVa@M2441uPBU1I%!;1n?^!k?md@4i+B!>ONG|G?hf2GSVyFyX)Z3G&wk
zP|(9{S5YpAdF~~h9m$^x3owN54;L}qrCxTha{tFfj-zX2fN<-+3TFsV6DGSC<9KkB
zJaOnHc^aO-!pv!wFkkuj{$(C_!m_~Uk*8mrDXmo7Y}S8<q8!cbsUz2Ph)*8_H8nEa
zf;xt5n1B=J%rQha<lNl_KnNY;G8tn-gc!I8VN8IaeIR+N$PPES+y(Ws`j>>Nsc?lu
ziUzcCP!bW4CSX4xiG!Z~{sA*r?f>X@6x#-lP{S{@MIet*{oZ|3Q~XyW)X7fsP;LF)
z+(dMj^B)uNWq=#zOYS$sYN^8sRR9S+{U)@u(Z<%#4Zsxzksjc;Hyy%>GeWO^<0W@w
z`)u0oBWU_^apbvE61xUPI9ngYeqdiRSf!zZ%`>2wgIPspFcnh(%UL%`k8Uw2{;j&4
zuK$<ouA`w((n;l>dfPBnSa=b>Yj*Ce-g>qKMdzWqyBMapW@%F|E~OOV$GA~w{UBir
zy!>u3tOMI$2b?VcTek&EAY!VGZ3R0ztg?XE5L`R9;Fv_@NT{2T@gDe`uvj-8iW-<p
z%3A+=7xyBJMc_AmcRC0(g;NORXw(K#*q<RBZ2I`I7}DcGZ*ts3oc6#lb{5HJr==|k
zC;NeQ32L2V2yVAB8{u?!DnYDYMnfe<#g1{PiL}co=9VYZxCpwK?>;qF3|30|i^$()
znM}-g=&s%$W5i5L=*s8GFifLUi679*f87^Qk?W$CbW(zXFf##<=o#!(0`mb_7G86G
zGlZ-)%pTB9=22dlEsn|H<bu)(mL9k(6M>{{_weBol-G(%O5F)66a9cLg^)ZllzRIX
z2doTmz;wXx@!}Ju@HA_$!IKd{-G^0VMguJd0el<lg{4#h;VC&ReGwR<wphm6BJjBo
zn|8yBDLhw5sh|As!<zz(3>5d(+WA#)xsov^pxD6IDm<40i^#*8{kjyB0zpb7-3Oem
z&9W*Kb!%5YxmGF!BS>0}F&$4CMz*BHmb5@}#$&KZJ#L4cyF8wt^~XH>Y4nAQ`;2m=
zz9_et+4A!u_{Ac=0w$8D2*=w}=hw=r+J=ajnAmE2$t9^642TgZKX|QSDgob3gkcPg
zYY7{#jU<dCS@`*%iE?B<e~x6y^snRlFil@5Q&AHd*atpcRY`fRSBl2`%N7$pBrGdI
zd(!$4?J2^mZaWuF$vTO@8(-b&0>f;mCcsB<cDNZaM<M!p!xM*(T!CQ4R?zUzd&R9d
z+3nK^9ev%H!3wQdMbds#0pg;^^zS_Au#GJj2|O_7?P%ARm(lwCnfdgd{?e^!>~m(o
zy{$p5<lR=Q(r`*eqFiEoMrFy!B~Amg?Z=QnXP^7wU3>_!F2o7}4GPBwuW$yMaw;p_
zGl(1sIa-(x!UPQyb!gC&2@L7b4i|vp2ftnz-2wb|1G9%&Q*rt_cZ3QY3^HHNIniD+
z^8mFzso~(ZL2_-2?Eolx4i0aJ9@l}I@aoei-~M-GV*?3Pbs$ayrlSb4;4?f(EeBI~
zl{Gcf_OlXF?M}sgNzBu)2fd7*x(jCUT}FvGUc58!B!(w`;PJ)8f84*-ORDI=$nBnd
zj7L!(@s}~jnyp9LQ{$#qt5pfnjPJ|IW(#i=j3>$aK^Tf9%pMyXFRp4zNU}o34ekab
z^hYLAbtDPl5xn?@rIt!S&po4O$-Jr#jQP3KkGjD@gMjHlsD(U7ZiR{@ZHfvjQiNB5
zkqZf|0aYDt@Z9l-nh)-Ng3=By>Q_)|7OeCkveoNeV3EKVpU@%MhcWUNgi%ZC0cLCs
zO^&edyi0fd?8(F|cwCX~7w$%8DvSBKz8(#_)c;1u8lXoHOUF?X5+u&7H!LK{WEshd
zYF4@lSk(pg`PgULG7cXIZmv7gwQJ?tWfr|GkBO5!>J{;K<h@S(G0=rWmGo{T-iJv4
z1)R=(-wGAH2R~lFI2z+f@$R~@5Z(O?W?V6PG;z7PxnA8x;CTW4P)qfqaR<4>px6X5
zp;nx5w;f`Yg3cbX86%>pfx&nJF)0H-06BqDfapfxr_nJtzgwu=ERC0FZ*LDcKJ0Nx
zt`rrd7EaENZ&msIsMciTX#E017Nh@`e}zw7)}!p)onNBQRY$=BvF3tJOczO4Xm#zf
zA-7ZAX4pc?_w&tbOtN$-PtA@z$(Ok8m>BFcZoD6O@7|zPbkdO~H{9pkt{W6Xwtm-v
z$=Qn0ho0EB!rd-<YUR~UmVJSgfJi&DUp2%S@tDTvlB|_y(smcif(pE5aoN%Kh$%a{
zZyAZcf06u$Xt9Weul(xOKnh6y`iBi<6k-5K0v{4$#(}{sFw4C@9COK%z`UvrN(lsq
z0JS9;PV$c=L+=f*xQjuHuA!zDjwp<uIUCHR>}TGU+Ltq~l}4NR?L9!X>fAs>z)sp}
zthGPbNpRe^7nm>_F7!#Gy4XqbsYEKwQc+r2j$@fglM~U%8!MHF@Y*JDMn+~ZbLO!e
zlgSrx3w7{kbfdR)yQdSCb_u+fQGQW!7p{p|8EtG#yjQ{&le|_e_-BZ|Ju{lwsqfy4
z(Alk&s+EWCadO+IYn9+OMpoXy?F~uU*49=TnaP<qU+GrkckqxD%>XC-T6eP|11qk9
zBMU}7FcV&cEBO!I#+mvQC%l@-6VlnUgM<ML{62r~KB8?Vfw9?A%ef}}yLI2QdMsWl
zwA#&;Zx|+KW(m-Dsos;^xh-rmr@>B!a3A{Ee$-IFXb-*|kZqThE|0ht@V0Ld_q|(U
zOm6~CJ)NsVHizr1J=vp3GF_Iuq(PqKXBjx6oP~~CF<nlm`8~>yA8|&rI;FoNPi1?Q
zD;Yv+qPKKS9ge1P1*+xJ21a&)Z#LE9I9h#*Gd?YH-I~NKx5`i+aA?7KLj6p72LlQR
z^iLCSCf7>F;dAfd=7KU0BMHR#4NY8s-}H<T%wnLXN9dO@k^p&P_p|gRrRY;Ygn=6g
zoY`mZ6Gt%aC>j>n8^Guf>GFg%PqP!je~KimA;-NN$iV(JfwB%LAwbC=|C0^HI0^Xn
z0i+TMK}T8YZ;B#c-Eky5(l2hl>$Qbrs(=HVpY!h>4-bNwZ;emz&-3zbh&7XEGIi&n
znU|nqy+Q@KH-6Vk*D#QrLQJJ+^dRjnwVd>$VwyItKZ9R9`68LrI(g5ot++kD-dE<<
zg%I+fvx@B`HG>QLZF%{ZDtt-e|H;xX^t_7syGiT8Gz}g@G{|Qm++AU3XEHW$t05N{
z3}%4iq*zIasWt^mF6?0D0fSAnR80ozQVX!TpbK?C!5TAQkMD4)97+bHh9-+G{VFP$
z52tZ(WUBng$Kb1SBt?2Tuyt4vGsAMb$u-E?V*)(w#;jjKXaU1C{)cO{w^IjNN*b}D
z?W~emU#O~2zSf50i76kg(@TO!FW5Zw?pRS*Y*)4`-GWM%Bv}Rzw^+sdK|2;ct0P@~
zE+3L!Lt(^EX<rmwOgQZAHDSh`B9wQJGHF}Ul&WOR`PQ?W!6qPP%t%=tk>Eoec(^GK
zJr0su0kF_7;EBH&rFm&s76nVpTsN1y{F!yo`~d%i{MgVp!(c!|aq9{^LC8P|rU?Yd
z_!Ja5<WYc74VDFXH2@^&ETd-!4Gw5!GOzVcF0R9H6Q)Suu(_~sfY2ZUeg>~m<#g2B
zW$-Putz|>G^CD|jK^zu7!vFc@6NI&)2?aDYh{pxW^AQdYg-+jji&d?WAUs5a+zJ36
zC_%)M&%6=KIBHcOis%<X(gI3zr^n#YTPE#-oJUb9`*)ca<LYseQe@|cw<gz?$>bo&
zk752hnA5kiBZwE(IqaGBd~dHdE9sMt-?FtwEC$VIVkXTYv@@qdVmH&&8$NO>J=K4S
z70dFA#L|-od5=b-CJRHS!a>cSB*9ZeKx((x>{-Cl0GkZ9$1TzkKNxaPS5+ln`=qNw
zF$8TW*v*mTN0{MoUIn=^pbAk{F)82DP=FHyq&lsVJ!c8PE<$qep#;1c!k#OlJYAa5
zNO5O`57;jODH&b@6*<ZkGAMiext=dM@hV(fzQcC?S*^`b1%iuXJgvP@QPV*Bxa2xs
zD%n!BTOS4&sC}0h&v<g#i3&5yqn?kqs@@^VBS-59!==1f<_Ub383{K@ND(bvI6m98
z_!Fb>2NgcOih|4Rm|~k(?`u<BsT*^Kbw3l{+qxU|hX035=z;81;%ARqGQLGQuHS_p
z{$N`#Z!5<3S|s(GhQ_3qg`(<u-??lImLN?_P0oHUTDsu=6iPzOg!IR#O7zQM9TR?M
zHmKmgH*g!yOB66C!^yG$pYD(3<^N|mlJ*0(NN&&myrhISq!sDbVd8bZW_h*iSr1n#
zgk|X~!NI06EducbB;uf{`2!dK9B~f;d>Rq`XZ1MA!I_5IC&HEa?SjwMKq8>&hjXBX
z1w9C=!J9c+_T}}Emw*)eDfw-%<~;m_pgD^p=U52Bl((-bDKKZfh>2PjB5$maL*<jF
z+_iRQ@mO&eQ9H^gsxCzZhYn0+jZ8jbc!=x%&Garp!>(qKuu{LF;H=IQpi0qSJmN;I
z?4M39yJ+K`w|X!&2;B!8Ih1IH-dzy`6f)I+_1s?<UP**Us*WX9$j|ETEebmvAE^%;
ztVi9ueW)SK!Hwf{ovd7I%SR=g@k>NUqX-!hQ3=3g;lM)GhUZHD9=0Flkx?|&!E}8f
z=k^k^2M1WN$!Td3wa$}CCv^zD5OLVfdGy>sVt_uAiRnJ?Dk`u9Y)%j*3&H0hu~h);
z3WB8mAJKR||6!g#GE3TDLzdU1TbRNG4Kz<QQai$g{vT*5SGusWkuMXw(^)9_*Gkz-
zfM+A160x!61amJ5m<+;^evNj`{F*7OihQuCO~)TI#fCn($N&WP&SW_PuA*d=dK9W$
z>TZ(#3E8)0A06!LTGwx(VxUsypl98};WF-X*m6=N)Ivdtq`MYw)|Q;gl*~ddi-VO@
zzfE1;*(Lb*ok557jX;m!Fdg~p`B87X?lU^=P*kmA7r0eMSJaZSYf7NBmTyEG&nD)5
zsANp$VbmUc!s~$=StyOcQKA@IRk?Z||Ifg^p4m?%TH>F8ju$mdZloYKArEtK29V}>
zD;id^y+V-en;GAInGV7*2E2Se^Uvw@7>O1UIfN8V%6o_}8H{=Du$KuH1$3M)Bn620
z>mM(tD1S)`g=JM9pr0Y`R5TRC#EtOu{v(9We?}G=LK5?B&vjaWYXNqkFO386>)N4)
zzza$LD){tB3)SFh`RVCtSb3k4k`khIY&jdW62IvK#%jwamb5-JJ!(U~Ohk@iRSmcZ
z;T*Gr%o2>cEbQ0&6NOYyJ=sTAy<v(74lf61w<rv<A?;pvF&y^x6q#ZcT1-xNizG90
zbXHu)_Mj<$J+N35eQ@fGPagUsPs)p>tXdQ?8|ImABVCQoVSF~ClJ_KfJv=dY?yoSD
z^vuHr(Wu0a?JEBm6NifHb{<&A_8P~1T-)k6CxndP@0-cp4^XdY{Y`zYzts+Y79H9W
zoBb?L@o3}*N%k!qN{<mCflGJX@UC!PYn!&kR^rko5Yy1IXTHHc3pfs7|6HE(_4iq3
zBWDOd1HmLaPm~wdK}rEZdH|05z<&^Wj=M?NVepzGM19);MIanKn*M<4R6Ap<R1cRt
zvZn{4POzOQ|Kis?buYOwIIxAXcp2BMK|BDuVF)pO=C|LFva6atZw!(X&p1A98tU|^
zqv3G{q##82U_4Z9<nS;RmP&y9U!WR0I}H(D9wquy4<6U{b6N%&nA;^+V+nq94HFAN
z-8ZBP2ne+Dn?eo8OfkZ-;KUDbWO(OJfW0G<<l$SGEt#bCfu>`5*uR71n3SGbxLvuO
zu-l4+<xOG%^-qfjW`!7qH1R3kCqr!+Dom!i;Z^E2vN+1@D@3n|f-|s5-c-upd%$L*
zc10+EpQRV~@^3d8ofdckiJ=q+n*wgF2NPVE=@}VJ;EI2!xHZk`4rDN79^AHq7iH6r
z4dV5oe-NCE+6ZR-Km0!|Fh&|w5X+!PN03j5`vF-7jO-XfbY~>tr5}<A_de)&sPTdN
zAVLXJVPRr|b@Wxs&lVy_Gd{nWmug@vvNyZ8N#p$d5hzWk2Ww5A)(!$7U<<wn&~d_1
zP<O~<X;BDlanOu0rX*3BUk6b?;;WA!$H}im(ZN7*H_;S0@@XyBZ7bF-v>YR<v$gB&
zTy$@{R<mH0HC(<H{cQs+^KR;%P%j0+$yGZ^J;pOv{S?xti&A77Gu03EBmPDRh>@Bt
zHrRIZ&bW#tbm&;L5RFFRs?=ZMQLlX#^!|8l2E7(J<zTmG!jqX-)NjQJD78`i+tGT{
zK3pSD!=ii`Bs*Z>{@7iOk2k`}!TDLidZ!17QY^fZbS+aKabe)%k4!gN(3!zE0aL65
z|Nd!fw3-10abwODNz*B)L=oRHyeTmBhP#{`h6>=4I>N#28yrNyA~4KFB>s@EngI}A
zgw<cH@YbJSzSQN;KxTaaE^szAuzyxq$kdYU`-EYl<NT$EGQ=SJV^d)PF$|Mo$Vj74
z@6`Pie5esa$5h~h)qdve<ixnB*5<1<Ks7G&mnng|`kC_A<G(wLY<<^anG(N6-g50!
zP)T*2+D8{~G!Sq$5O_Chbwh7#MV2y?u&$LT@m`d#^Ia5~uei~jOc4ZyM#;J1m(Qzf
z^1-iqbA;Hqd@DDV{$dOEJPk$J{ph^|mKr995Z>^W9_E82^%TdUc8-_Ij4C)$weJ~R
z8z~|*IRvL3qhaLW8wXJ?t4_m7kR<Uu34}7U4@B|<6x45}B9Y}fkhSYZ_C<gfh!U>R
zrPFeJWaB!NMzE4WeCwIBD6ScFPDtcm12TdMC#{l!_M>3H1MeExe$U87Av6oC4M%s>
z!F3PnDw2a05(-f{`UC_f_#z;yn(p2W=H@4ZHx~dVpp_zP57I*pr=g^T02$~K$L0iR
zzYUn-C?zf6OHm23=T_Cwh=fqFva)jP<W!H1y~?^VL`NY&bw+;s)rd;GDcDXTlS)ey
zG*Vd;hUKZR1Kd1)cUU4QgjQ6xiZNN4@zw=tCtu68tlM`ZbMvL2jXQ5Cj*kKeR3oZw
zC9><zhdi08DfgXq0hNz$J5;w*Rq5O$5`;UieN6G8W<6VA4mFyrYQ>OnRMOc$*%Ku4
z6Jg|(AmXj4n<`0e`}@$C@iQMb{^ie?y(bG6oj+?RM{`rKaaTQMCJmzwx1_1#UeBJ~
zc36A%3?BKwZx&uJu2Hvh5!dD;KQZ&k1pb!O>(JJK($WRCg!MX&Rgk3+?;h}H5bwCp
z;3Gj@2p%Jw#$hDAkD$0<+5(GMTmOiIrnSE_e%%zjuwc1TVvxr*g@P9mz2Kl7J%i!_
z@xj7dN=!Bm`_lnQL~>2=;Pq?hg5!fvb7bttOXmK-sf(B1Q>?(e)3DMFjP!J1CVu_1
zWUVwf2Q?We*obOfI|LvMmd1ZyonlMg_9tSp*Q;_w7P6E!7ZnE?9BJ{XWOx0RCC$Q6
zwIgjBa2>y}8Z@YDo09$|lM2>GSWMW)d_8(_hB#&nHQY*ekm$)27kb<^SrVS6$z-J^
z-x+JYI+m4p8B#|j4G|-qr`C2o`1o?2_u@%BzB7wy8vfP(DChU_T13xv)JFV{mj~3F
zZ_#CBNVCL#`Daz3NXDJ#URc%On5ABix-vYpy^JmqoYG0U{1<`Xa{!j2TW;#dW&tZa
zxegf1U?~6;k=qXkpVQ2NJdIFj0ikCLlaI&0GwuVa*<q`1*0qrkCa(yV0~H09T}mTc
z>VCq093<Nf&S_+Ph13)%N|757;O~U;ZX3c%z;PTQJ_XeQ-ejm?Z9wEk7Py<3T!$Ig
ze~ny;^hN2<@I_l&TV!DvSYlfq9>NR(fu#HTezLq;fg=h6O)#R7D;##)Nbu#}DWQ4`
z?MR>9?y6uG4Ax=njqE=TaSmnfSMhKLABTxa_7MLK5idZe{H6WdA*nGSKN_2YqF}AU
z`uGuAp$%WazJ8|o6ONP!juiR4TQ)^3=6ob?LV&?o@bl)Ah_09pappIyDlew7jKtXk
zy6+$LQO2^QG3v6*l_$gq@M7^E5{F8qDPfNOj=a@#7E+~x*5@jo<QW)rn8-rO=>33F
z?!G<K$YOY*9_D;CJ3;zHo6E=6saY&rH=fT#7gR-6M!jiXjM^qB&HaJfDU^KS9g0Qw
zoC_m5I;hAyrp6MU{OdU0I^011sA#IT**?1qQ&~~7;b6$oAs)<k_sZB0lJO#2fj$G@
zdpJe{yx)I!QkHaQOWk94hYgJXe=hu-@jG|!NNQArX89QEJw#!EFfI!iA!qB{dSGuA
zDhixy-Y;8#YZvgb7O)3^=qCl;8pe{M$kL!MSC?lXMs!9HOT|JNuRUVE6Ae5Na9M$m
z#oO{i5l%vwsY95{lBWV<a!5p@WbEYL9A^nBNDP@-BA5?oAZP(V82U3#j~uRk2M-Ba
zATq&F8jzfj&p-*o(YJkm%bNO81qz)mN&1x+yWsT2pLX@CX=oce3#OlJhp%0;aKD=?
zD%>CZQowQM>gcphVd-PGmCkpWpB9*4IiRF%ucB6APGdA=Z!LC3H{}fz_+je)tCw+V
zF+5u=6bB{#TQn~}?uRd|ofp4^UStOpN=#t5IEt+Qvwnen$9lrozjL%N?E@1|9Gz-u
zaeBeOavFXLI(qV#crpIeGoOV%PSSP5z%|M8e3yQ1e~ESn-eAXeX*KTJ`%X^(>IYJq
zU#KD6JGfVoc^Qxu05A^t1@H$#=5=G!!q^xWBFkX+hX81UnN|yue3&2v+1_Ff){IEa
zN;c*hf`$VqY1m@7D*W0|POja5zz*Dm?I6$sBlQ`$dl6v>0Hc2-A9BM%`C7C8GFMl3
z<sPWB_dU=<1ZecC8!my;^}pv2ryk^cAZ(}YG20y6_;V(YvqlY(^xy}AJOrF+s3;~5
zRva!Qas*7BR%B_7tSr$?IJ)7Cu^yFm=A0>d^a0A^@7<4?RcyzY5^orngCZ?@fzlt$
zJ(KG=lGNX<QiuQiQp*VI^RS;i14>xepMs6om5hA}(X2dJ?ezjAk0@>CWgQ+8<_izc
zQ(?r1vBEmDea_BDMySq1jNZyQ1@o5pUTN7$ul4iiF!NZc3rpjZKRA&|@iGKj&)#=G
zMix{9=8qvR4i`?ay%)qgHCbQBEvUHN0m1^PFT^L@XNSx*A<G2ObkKdkdI*gilsib&
z7Z!y;i3wzezXt)ZjROqSV0wvQ!~xldk%_5o4b@ZX&7H=pzvRYX8faV?l3;)cfp?-1
zH_A^-STKgoN|C9-z85HlBEVeq#FJa_dZNXk7|fje`!|9>MfnAOqx~7JERgwSWMxq)
z`-hbD^;yb4G3?gGiP_-H*=(E3;V?zxq+a3XW0-As2U%qqv*U#8qoSnfNd?4Q<oAo{
zbsv$`)iB|pq4|qp?7Bx5C)y>tOKb=n`CVym&shI;iCPQQVsOnNi+Ei-yh)>4)A`Gb
zX)v~3#P4T}p&a_ddJ4LoWga}7BDsPu*0|}nd7sEXjNW`K{PAqf>a9b>yjY~beQ91L
zbl;{OiC)qgChf1$tU|aL-)7sQ@Q5<m`XgM7;`3}Ri{96g{)b*}UBRxl|Lzn7@eW(5
zf{T<HXCX8o9{~u70CuHhX+*<I2>Nnjqc-#_XivgIbO6l(=Lv$)gXm(EUTHDrZqRYr
zBTZ<_5lR}+CR(y5P=>BQxTL%do^miF=C3L1&ucO6K7@tDVV!t-YpxH|;6Oh-JPfl7
zr6Cs9n*+mmFxFzW273T2Em%*!z7uANlKk!j;pWF*uG3yeIFb{E3~I0TrX*vHWEaFS
zJ}&4AO9>O;q$b*Zj7{Fw`T6IfC&vk{<lOaKqX7=e7;IHLX4VwxIffWjV*Px)d1b%W
z-$HE<s!?5AUA$V|m7*ME1*A^C{e;^HUsi)NoU(JYMk2&uyEtUZtN~{+^8w5Ghe!40
zz6AMBJwk@0U$tLGc0Afnc&*+aE$N6FUKHFjy7Rga)Q|Q^9EBfdVa=6VzaSVd@1P)7
zM6QNJhK?c1yY7+Hq8FHWe*t1U;O2l7@HKjRsRzHk;j0Q<AovGdW-!w502Ui~Utl0<
z+h5NcI$?|N{gn5$UL2$WxQK6y<p9nEPJiS%#%ZuefS(5#6l)7I>}ewu`sZ2S?lGqn
zl=K8%NWmEm!4o*9AxUvydbaeSJ1z$bNK4Cn?X!;%r!g^wHxD#X2r%ut`@8{<l#;V^
zS<JS`?c1+Pt8o+W4oKIRq{&$R4x#>>!^j<g_wL=&a2854FZp?aPF1~r<B#pD>A<~X
zv2UJNS9i}eCRA&-0%zVhe`a+V6?NevzeWOu+1<A|+>cQ%R&~cKzsZhx=@2n9b3dhb
zzl(>4hx2ju`7M{3;(^iiGok5+ANr;C&M&F$RkBsHUGjKe`dRL&-5KhiI}*-nkRI}x
zpDZ#|!Nu3%eR`&Ujatp&EBnl|i>$x1o^g#V4Em<hwzc!Uv&!H^%bW398I<L{+p*tb
zff~lEqqyCz5dMJ-=c^W@fG}36lk1Il51iPn8*6%NT^B7!4JX*<`>Z@}$h+NNq!t!7
zu<X{E&vNuyU0?A~nsHJ&?nl+OiZ68uYYxp*KB|llT4rI8E!5jBG?nUg3)!R9&Iq;4
zIQ*R23M3autcO`tK7?Vpl=?6s4vy7QcOt~$0r{x~17<K<<uDi7+`0~R;7y1i0;rC@
zHsEsN>Jcn$c~ex>{>KJf2$B@HgScEb3rHi{7RL5;xy|#q0Gy?oxr>R4ifW<$x<Q{8
zY&++_RuW<6iXprG*$Pt0;%=AGk&y_mo=ewy0Z+%#*%^X*aR|H;fH;srpbtkE8D|K6
zp!cCj<3=nuD_X56=>rw9cgZ*gg^Qf>?I~puD~~QZqu)}C&Irs>avXiTb0?wW5i2~f
zI1M!!lUt~cBX(jR3B-BJuYL{*TKw#I>_TOm`B}iAHex!-b}sz#5!q>t<^s74HxuK{
zQ}ecX4hM6|uf04m50r8Edfdu_(ib#UG2GOcPkzY1n86y(93Q({!7OjW+P|6cH;11w
z<tvU>uUyV2%$TlNMloFe{=+YM?Be0eL*~lu97n?5>!eMU>By}cCw=wPQY>i0Cuq|v
zf6vjeauuVZtSlaqEnrg{Xp6vB#Qgx2L~F>2z!~icu5Xxy8v`AiG*00o(F`~oq2dF3
z`W>$7St<YqA$yQFHV*vdswAdh6!fEHsXpRvka4L3e2c(;YQ!r=aXUjz#Dymx5<2kY
zztEHAJm7GJXaW2^kIioZwYTWh6ZX5qRys&gAj>FPeePX?kv$$BJ2*s<aXieVkgXy=
zerSdI-8f}u8N~IWdF_e$bwT9qN8PPB2zI?2#z~hosSMQeU{d=`CFsy~!+|vUj<_DT
zAx^QfP?DsI=HE{Sa&--JS&&*@9ck>WsG#lW66Jl5zCbP@`cI&Cf8^{#8ErT-Z)|~P
z9LB>QvX4@znkM9WC(B-6y`3CWlB_bna7@6?(6DqBG(G0HGY8a(%WM0u3HO^kAU3iU
z*x*f?>}WvnvR+|ovs~4NTc0OR@=H{2hbeX0+M6wgKhxPY8PZq3hY-0oXg4h%tnVjr
z+Fv=%`P{+kkteFroD|eZ2e?KUJ%QsA0WpCH0K*qB?-ltBYpJWlE&{W3o2gA!XUlj~
zun};^S3`x*_EzD&;n|m%T$A_Ru62Pvq21lxr(G_0;90*h7ehE4=FEUPh4ash?;%{&
zW6zWRZEmiBk2zPuF9{6$Fi-zG;v+n695XM<M6JjyOGEvX`_@-BU#7*kavit>Q;Ju;
zzwX@>AU<HkH+U8M!Yous38z?7sFpGp)c6}z(RcU~wj(NXnM=MWRjc+Gx!i`Mg!-$g
zds22a;WNRY4@rw;nKCGGa!OW)<=;M=GH4H<KGqvA9RFsYG_I!<P2#iUTjV;I6x^Rs
zSRQv7YHs(jh$5y>?QH00(M47rPH%$sz>kAS3cJFjK(`Sh6Ix{rLm`Qqrv4oUF~S-H
zLm`L4dH#pSqV^AwB@?^>rTlfRH|_?cLm&pYA?)||NOGW;0+b5kQh~Au;_tB&vJ!B*
z!^3uSs~qaO3ru4uq;<pZf(pF6=K&hGBJSafzIP_PbDP=_Fr}(%5O`TH{!)vVGJdGb
z<&!O>fOk@!1w}rC<4iw^CQ%8Z!{R{1r{cFLuC7jj|8#V=M3qs0g=FnZ-0|lb9y@<M
z3<|Hkm1EJ3ifrKsW4hKWQsd{B9qr?g%2FaJ)lJju*tIV8NbhxS!2vGD`_Q5JhqTvi
z%LmzfStwknX#+_f5p}<lpeftHiutB@_6whXJ7)4{u{2uv1V@1ufim;Ukj-62k;Svy
zB+a4dT4gUszWN4OR<^o-rnikCvbE)Z*&_Ayj$p3H*#wzk6{V&cD=ppPM^$BAI*Xn+
zYZF2y(^@~B|CCDJ>w5m)6c?9h1$6CS5<gD{%Ln~MA<Oa0`;Kneci^gjuph`~dv7-i
zwq5W)y&8eEINwar9NPz^=-_j0YpaO=SY0hRwAIYW%BqlFKq|<~UES@`C_P}mmwv=6
zD(X93jLxg>5g#9)<Jr=9KZW}FtXvNc4$eaB6LbsOBY4K}oktw@Km`)baddMl(Vh$|
zJVDdy3G`uO6B6gHYxD~LTPoMCixtI`weYm&uMfsXZmu6GXD_ajY^B|0O8!$3*~pDS
z=0|lrTRQGyg0;i~7PE<kpI?sby)W0rDAFw}Jzl%^$bRyt>N{Q1k5YLHgnZQmX0-9V
zt&Qr&@6rQFdoW8{AIlSKN(W&&4+*R!$$q|af4WJfU6g>gn55jI994|Vq$R_gLGnR7
zD|w)AD!Th`=pI_|mDrG9%b7X-#pTgdMote%U<)F<zMr7J(>FHmgSB?J1O#TgdghyV
zKY=(4#5;uAx<5b`0VgBGFN5h*ZdW%w<?kA}VPGRb9mMU*o#AA1|A$SHVOi5eh}okz
zH6%;Feu*LRj-GtNZ(4JJQv$=L2`^>3+Uud<i}<EWKXJX%^hDa*qtnxU&~b`&A&2vC
z_^yL?4EuC{d-@&j3yj~B?wT*f!SRW+aKNw+mPVa$Pk{YcHnqKI2AyK)G^sDD)hH{i
zsukGT7)73jjdL>ptfL6iuq6rpq+2AF8nYOL4_B9ac6ma2oq*oRKRkn!Fm^6az3bsZ
zcf6m<s1%c;3ELzm<UC$(6Og)GBni3N#Tk-(*y<ELzAe`5H*{rdP*r8Wb*FuIlJpA~
zZdW$rFDVn5b!A^$PUoVd+C5Na)1IejJ)XMW3~J)g9q~DM*Gh_t!oh^}jK`D9SvLTm
zej0*1U^@WX%*-EuxU<nG9d03*thoR$>_DjgPQB^;s$%Nm|8>cgt0>i)3@j|{n=4Uz
z(YgJiq@`UG(X`?+^8Gb2Hnvn-kz1+w@RwNgC!&X*)v$cr3qVkw2n_1wEI1n>mvxJZ
z&#a)Z@Ckgau}t|;w6K1b?y|an3m@+c`HSxDk~ZwKBKD5@=DR5Y0}pG?b~Gv<-K6_Y
ztNK&1a7%c=UM9@4zxxT3KDKW+TXjamg53$A-hvwI)Ix$dOj1F97z(T!G8{7oZ7U@L
zz1MWMUi{Cm2~ScgC1+GD&ssiRfIkKA#A7}m`pTgxQ*U|?9}VH1THJlcE2C)CX3~!L
z0jEz@F()%ll%FhKOZ$qJV*jEhXrgbCthAznosrQh^>>{?*YlG2rv&);dl&&Q1sM86
z6}su}CU`gx4i}(oZLd-<sHxH4cxl?aYIcn$)uVJi|MG4f4Wv@HX9#5yE<}&Snk!VK
zEUC&&-rIxc3;qtbuYxfhZ6F9D2_~_?LtY4tl&3iTb=xfdqs@ksgsYo?NAvEl&N%Mk
zTO0GDl8~bkA?|VKZ@F2q9$2FSOfQfcA&F4_2CdTZC87J(!4_88zL4SM!1gLuH@}ZH
zgJ2=Qqm1R~!c0uMDz3^irJ_`p3^}!5%g;*sn&ULH4sPXZ+Rpu5KJZgI`9aoU_QlS6
zL4^X{&D^^|Y){Cj=HZP(iBXmMKxq%Z%?HN@H-amhGwJ9V$i6|^NRUl@P7^p^P~C$Q
z+Un`!xSQ_x@s2E^w7l~&3CxZ898wW$NRrR12qO?6RwqGpf}bBmJWffliOZ?uW`nvP
zJWyv}uB|_U_ek{4oqykZTx+H)jP3>tl5}|PMaAD^PlK>Bw6;(FG{agja92zF?{a{4
zy$81W#54|VJyTP4$k@F4Gb<nl%Rh+Rv0c?<s@bW1f~f!1i_q`rcRA_yL^I)k=?|bZ
zyO!0%_ELCoh@$-0)AEFduJ4b(i%Jd}ncrriGNq9+e)c{za_5vjSw$vn{N;Pr&c5k7
zb@@vz!nieIm3ZF+E_{My&sojFIbVHF-^SKBJ(izmJ0v~o0|fc+9v&;)ByC7fb}5ad
zC}(+ezq_$-@d93;TzdY##Z3$t^sag+Yt<36JZ~Lff2PTvR_!t?itN~e1?}25(cQm?
zLV`uA@(Nsl31h4K{yK30<xnK)jJ1QX3kW#*@$qJSJrLGu2(@8Mrgq)ULLOK(&8k9B
z)3r6Fa&PqNavi_XKv)Tgtdxa6!^J(1=2PXrcX0z+$hQp(Z3;`dnlMSoaDMe2{Z<hF
z16j(qp2h*Ve2ejFNy=%N>VI??QbkaOl~gQ}n0b?{%(EglzOtVDaCQtl)f}gKcYGRQ
za(Og_HJEPtcm2~|$$cep!|VNI+Px~XA*nY^Dc1YGR|Upoo6mlCkbgkOiL)#t%NWk6
z<KOr7l{UfdOiQ<5x`?gVm_nI?9P~o%hZQV`9gXIFi;5!q&7Om4ba~HHzamQ&Ac+g+
z$om8eJGHF?Y_g_h-$|*c0Eh5uG8{8L4pLj|`X`>KUf3Dnj661&>m<2B((_KQ)F4mb
zBFg(~Jt>$9V{Dx!$&b1UEa$!my!>rnHyiA_0%QlZ5pBUE;>ufE%E}Ub<!p%uQ`Ocs
zbYx2X3AUaI!h@WYt77aW*EqE3mM9Yv?<5Q~!FVowbX2gs>4{hVIWB1f!2<)%e~}_@
zm)hBlgWtW?DgK%z?fU$=#i5(N=g`Z-Ij@qnctN3m1?%Ba!Wp!yn@+ZK4kdrnU#7ig
zU*E!dZvUERDyPKyNK52I;?^UR%H^RJZ%piuelw5HA9kE?4zVN{`UseO*E$=zRFtvj
zbv}I0vP8?!F6C4Nm9L|eNry;G#bV!;Kk2KHUT~gO9B1uiv<{T)ssP!kC+UVQl8(L#
zYKXW?S+iPx8_0!|dfM@Q8mfKqcathvXxK>Ol*@x}x+3w)3!$upurQSTE$hK(Xe7oO
z7}tFphtzL?-2+3`NaXo!Mt8Nzdjdk@YY}C(^=3tk)HmB4IHYylMRbC-&$|UB%$Z+M
zKMxNv+6s6v|KxQbj`|S^i)X2GzMEX$XB$nDf5#$kf0>_oR4`IyqI^ZW_hJTn%6rMK
z>@KTOciUZ51rGZqcOt8`uLbYN2Kz<@^DgE&|L_^Tb^9<fXTQ|&voZC%ynHeFx`F<7
zh0jrho5FV5ma<^E-*&%SjQ?&X7S{Cu=r{fbZF2rA#+g_*?U~v7DXY*TV`sqXcQrdN
zxtr+L&n+HQjp^FVRtqYpQH?zz98%C4^#`6$3shT_@_S%gAE%bFrFsZvY0b6%&L(HM
zv8cw&<KcCi<=_w%G-N41btnqR@uG%qDhPHCxI_)!(t`Xwidscb27ii*PJzOcRFWS&
zbB)%T>=V}atJGuy2>OW4ViX^?&OB_L5{a$0h*2z27MQIfOtgkF^y3>cJ}*Bt5w%=)
zo=S!kt6So#>bl8!<&1X~Wz7=kIvz{zT>A}goE|AfF>AEPq)Uar5w8~CxY5alCE@wW
zmhC=~nE%q-l-uzMVswmYZQTdlhfU7&8BJLV29XIruUsOxE*)MRCZT=~4TU;OYxgAP
z>g9*QJ4KuQ55F|Wd`+EZi{XFXdh?^99UKynEdb8Y*)1FvSQ!9YcHqo$jC=zFaAhIB
z4i9_MI?#7oe*21V-nP5*ZD8`3eXWTiS7f6Zv(O)A*RgB$N)gsZ#ClxsjBd)VnRPwq
zS9ZsP3a;w!zR@XxkxziqTA+Z)fz24LN4A-GP{~k^xT$Nm=wje2oz}|G8*P<&jViHk
z^7qN3l+X1@f4}{%=jk=Ryz=%WU)elv{Q})LDLr9FT3Xn>u={HiH@=7uWnRGGLH0<B
z(BbCj_HdKQ?x(U<TKDaPE#l<H2eelg$4lOZ_n0QJNIyw@`~B2qqs7MaSPs)w@F`<Y
zcekFdZrky3y*8E8kuz<gQa;rx1xu=KxfQWsr)H^vP3`F?hTj>yw_EDXqi53(R(L4o
z=P+dJf8Be_h=Wl5AcaUmLLyLRYGqaM$1g*TZKnB02D8vSA8D6d=S>ayKRVKSSp<qx
z`%)os2H`@?)DIK{+B7u3QqXCYqq7(V5E^-7!Fi&@JzKSZ-F+q(1KZhuW588Oi9l>U
zyytJ43M03il2Uef`7O59KE6eDbwl@!JS*20Rs66qE}dDc-w%h@PFn8w{DluZD&2ED
z>uf8Asl#n`_2V&=9mi7x7w4F48JXQQQu8Q89D0eQ{thUI*Ix06OWq|+H0kIdmhL}l
zKDs;P-+zCBvg~t<8Q+n?;r8pl8oX`Gb-wm75~(AT6BP=~9+=@L$vnocJYR2~K+-pt
zA69b1?Hs6J|L9Qygf*cLL|9&upWeQWg&fK7)RYRWzboeuzH>)SM<;nw`U~|hpz~MO
zlia(1e-EsZq@2WPxMCRCz9oc>V`mJfo^TOK15WT{u&zbk+~uYEKAJfiH8r^c&`1)P
z9qVQRtO`kvNN6;Ha|f|z_>V$zs3Tj%86h9t6NqcGLa~aKN)N}Q@m%IiW(qy>n;gpe
zk=80eC_f;NgVQVjr{&4b6jfbCXZXij*nK`Q(5x+-w2eD?+mfNXcue?*c&mdkS@%lF
zIu=>e1yR7+jr2UPjVvvKUwC-w$<NE}T%x~?ew!{{nV^kO)ix|3%-HQ7@wi+oWqP;f
zLfuW~;I_4}_Hzr<%-@%$RLJR{%iq)TsrSA^^hFx~{xR-A3@)GHa$8XJ(Nt%STQdyH
z`*Sf}t7j(=IcJ&_r?XnYFs;6!PQoz0zM<J!U!RDw!?O`qcAjjwg-ZOs1ON;IA@6rh
zs=2Way<9?KB7j4>VM#0s0?q_Q1KC$SqkJb|pA#$+UZkQ{-7AqcteAuB#^VmR(5gn7
z<E`QjoBl8_bna|QpWSMaaL4l<CnZE>F-gDMX5?;Vmu?a5@vD`~gHZ)DR}UMuzd-E!
zNrz*{N)?j|E2CLM?!@N&Nzisgo%@DQOp4lrUOPP)Y~VG}y;h4;D+S&$lWaTN;J~qo
zkX<hu-ZCksP#j$rqw>FWCNjG@IzyEs9ggshw#VkgpEHM;$2e0Q(^bCX*`abzY99q(
zXVc5D(c(gH3lH~L=Ui&n>5gicIh_0AHEK&|Pdg!nPWh6)<AhR)@1ykwt#!ZMZ=1xZ
zcP98kG#VNMDc_g`E!t+hF){s79}UgNnvJxbRgCBa3~HE`yd0#LAc}F0Ct+u8S7%#r
zzsX1x(+XhAxWq&NC&x0JFJL19&l*xO%YEB1KnnT}=K9rB^ZEp4bOG?WX|jGwx&G?1
znUcQL;NPB?M`hQKiQjNN4&7-WK@5N)dpSQfKD+VJR~m<!OjMYw0}TYUQ+f{`Zth>`
z49Cc1c@a`N>pxq5dbQLQwcUq(&{{lJ%@ukAvx0M$_FQRyAj=?0NqpaZuhh<|D0k-t
z+n8CCcvgK<^KEGiE%hHtO};k-C5V<j&brUM$Jx5{);gxippP*ilQS3;(N8j7H%u_Z
zUpl2PZsRU?V$+HzEa^(JstcraxlPpeMBd%X`kx&8WbZI-Op3~D>cKiIPG?`9wgi=Q
zPdg_}z1sHQyZAaxggQ+4kF_yCcm9CFrW<EW{lSLjj_Fy219ys}*^t+j<-62Zs!wIo
z$e)P%ITaUxp!#~K)xn&qgJVsg_Hc<>aAef})$4(1Ii|%jkLp}$%fYp+dby!j%yz6C
zy)>h<4qKi!H4SqGdR$X3WS&=ckITD2#X#1fTweTSC@8SvM+l<;q@{n76I%%@<D;XW
z>P^chs3`d@Vp+!Lfa@W<u6D{cY^zI?;G4@EuN1Y{@j}gNuT6BkCdGqIfFaTfuC|kZ
z_gnDlc|TSL{pJy)BZ56HUm?pTn56;Vjoni1V5h;ftUfa;d8j1#+#mi{e{p42EW}0B
zGgny-2ar~7ufg?n*%=y!vP672dTNdJq>eGEm0x?79EU88u}v<M#b=l?WF_A(D;B2R
zvpLRPs~4-joQ2j9W{4(N$<xO65$)2|(F}+YvX`^4=PL0K)ljrK$yedy_+pD;VwBDQ
zUZHK^jZtMrEnS{(sSRUnok91+vfH^8y!D#q2VL?za+P~ek2(cq;&^pLjCn=W<m!s6
z?C-PdC8q9triXsCharR>y$v^k;ESSRc5Yq>c7#09DHffEnLZ{epCvj+2rrvnruByR
zXGtVM05hCDgxMJe@c>j%l+}WRo3tU9kBtp9jbMupS|=3;Tk4%3eLJbqJFne_CczEd
zJ^7ZL{n6s_v#|Lja^AJaP6(L}fKwd&=6k<ya&dt<h4=GsEa8^I__jwF;}>mavGuCO
zq!>NtQVZd0m=(ujrJWQCf=kZgbSifGmg>xD0dukU<*apUR)&>Gi@ELxtru5gqPDHH
zI#ye6UjH@P(Xvz`9c!ol3GbC^tAl4ih}w6i-tVMRUiSrp(Y3H*ZX_h!p`rD&62g7a
zk7h_awINFPO0=A%yRZ9|DK7^Od#1VB+~F#H$N`VI8{LTh&-EGUj6SnK-zTVgyoRVv
z*8jqpGPEdfyU{PfKmtKi(FgDAUY<_2q-JLR5w`Xk=sUPgVf)1NW`(5S`x}Bkge~*q
zb5?oly2N^5=dO!d)hNp|$#(c7RQ6{`b?$KM=g{%7*u$Z`2ag}W02~~Q!C)2gGEkUU
z?Q60inFY=?WRur7b@VMv@5g1vaPd{oZdg3KNxAtqKdT#p`vB5P=hRVIxxc2zoymN!
zSI1%HGAL0YQR%e;SB|k6#n#gajb~#H<8LX{(%a9Eg#I6{-a8z~z7HQRshdP7qhw}g
zE32fqQD%`nOGs8`2o<G_P`0chD<XT7knE6*kP(uVkX3rm>wbR6@&4ZTkNY{E;~u(P
z*LQqA=jR-0=O2@IZ&W{!r`k(baFGeyqpgVg=9Jp7i~V9x_nDNhznZ2@DeD)gMdEj>
zS;go-Z6i^Nc+(#nvc1zc)PadoP~z6+5mM_&&PM*%u_U5#q&YWtRx&F!nb3c3n7<si
z??sZ&zrOsQZSXDpvNf_s$hvnDoE!`zWVd8g)3h#(q~|&Qb8!9VDe_zwRR7uI#&3#i
z*1H>zk@<D@sg!0yppdtx*<9ZNt}&x=*OKB~zZeVc;d*<7OIB3$NvF?(3(AG#va%fn
zn!E#joae8BYa5?RYZ@!uX4fZ$??}hQ>>mA?b%`*eWa0l1#(L)V?;L^c={wsG3G1_x
zys7^<fTnrV(C8<v*|u%`9K$ULUjtDYnKsD3Ej#~Ut~CKM<up|I#PB7)&*Fuap28PO
z$sv(RePGkDEckgMWMwzZFn|&iVjz5-b%H8ops_fUYk79at10ZpXuoi0x6Ac~=B%{v
zQu4vqA^nMco$F=l`EquTD8~0syY|SYfA?RcUduO87%sZnvFzxQ=XT)l<I)d&k4B3I
zsfV_lbWc$g+P@u1WX@O}envO@)ko%YK;YPcV$`tY`y$0;7YYjAscWcl^L#F02rm>2
zgL_B*K*P%&LZvy{Q#TLQOb<HORI*A;=4-7l9k}pwcKWu)rAvZ8-G!BQ@0`=v8BZtB
z^R=<XLg+&NaI3#FETM>B8_JW*78dst5{?iued`nV{ry3uiB@zkrSN+L#eW9|Pd*jX
zpOE?3Wld!7$uiaZ2;pPJN`&7MC0uFE^F4kk`1tnBd<~HtAtLCPt|!^TDGt8Nwq|XO
z=IJgQgkAA+jbGsv)A5^s|Eygt93boshRpQ!-|yNlgOJ3;zS~Syr8G0`e-J)|cqLgk
z^)fTBbWv0Zgd|$mB78&VxYJ-F85NI2&(QE5t3bNA=KHIAy>9A0yi5AJKaou1A-`6)
zRpLSE>m{*=Ue3OuNqI^wA|~z8ASh2&NSQGZ)MHnFrQjCJ*3#ciQSmcAzAsx|4kX{d
zwtwGQzfo5Xxlxb6=4=lx?l6w1W>Ld7wkVD$)hE0b=e74*9OEiD%T;ihQpJA9&-a(L
zpIqUsCmB&a=lD-#)z;s!i5TncMLp>a8xo&gRD&n&ii$oz5z&zMW@8Y3$|$M9OUVs-
zfnWR7pVRK-S)~5*?ZmpByLP5ELw1!fY_^%1E-pEFF{>s5Jaj0CVHgxVqW*@tE4$0u
zJBjJ#MPBa(AyT~`LBdTmSACo+zkB~lQcmmUIup}KEeXpG4atphgo7V|jUY}LRe}Zs
z%R-oW4Z7UH;S2skQl#&ONRQGBeWn_{!}UH<<16&pXH*k3^sZ{iQ5%=v$W@aNuC4s}
zm3!MEM*q;f&9guK$zLcIOAVX`1tS{xt(znYzPO*J>%1MM+#Af3lxN&B`ov~Wn0Bq#
zKWuS~-aE<OMwUn($TzTmZ@K96i1Ykol^5?HAB}qdSlY5|J44=|U(<L-yE<NiJyqkD
zFJ`3;BQ;*~w-flgHDBuD2n)FRfcmPc<+N=fyvW-mFgO*czV&X_%eZ!SCARWmzH8;-
z?1l2?D2gfiyseMwnJ1e2?RWz8k8(+!m%sSzV0N$E1y&ZPOT3&?iCU0Tm5n`MT1U?A
zDf{<7C&#uIe5j*TCJS#$Ba;*g!(@v1JpRslui(r)!JYY9A#c{E$7ea00zJGsa}P2~
z89^ry!e>|juXQ4;V)eK5oy|*HT2*_`Iy?XLYrIym$AeA7eB7>~eSYfDvv`^-)<Nr4
zYn8Kq{XWj9v_x0A{|yN}t=+1^m*)CuSu6V^sWr(5Dec&I4@FBto;_}b3sI)FN~8^!
zjXfC*qfiWf%4_H3;7ADbnM;K_+sgs{3DL|DX`aQZk5zk<UUKdYBnj-{Iv=CQ=ehWI
zuSIT=!&lxnY)3D6-4)S#!jbs<3d5+1T-s_!@cWN@<z3Pj6D5M8*bYXRc3v;OI`1Ac
z+kJIL{PKM7)rG_Fx^3Txo@7@r84ub)cZ7r%q1fTnjNDwZN=jo6l&od4I|8+p`YsF8
zPg`|F@>*M$h>DPk#qD}b&B&;B<qDPApYM9*+naGFZyj<Yo2IgFN<-Px)6^LQ&x&LP
zFAb!vmIXm`skvnL@_^vM3onYvCIZ->js7vFKYDoz>Fv|_%j|=#K=xqx@m|jOtmpxA
zQKp^h=g+f=afH9y8N;N(uJ=sW7Kaci&LPq=)$7$>6#Ejijl|g4?#A{r%DOCGD_g7a
zx~3D~J$%<u2wY+WICcaJ*GNt3W9zJ5d)n-@kZAW&{oA|KMr!rC@_nR7Bia^K)F15o
z{Ndxx)g;4+le@0&Qi}8{`LG-zdB|b5vHSQVlQZQcehLe;!lXOP_q~<p;(W*7Ut-WW
zcJHu+MV7L<HZ?VyV&Aolm8!UI7ptJoIM0Q(Y7`W4adh6x@seGG?1;e$KDAJGFVAP*
zc6qS$sl8u`FsTOI=3Q?LhU6`O8?8>dUqert-TQr+YU()oTXT*Fbl**bs{{L8QE^)t
z1R8<prJLPr>vmhT!CoTT2m%MeSAtTB9iEHVApj&21(PLixyC5{{3X|CQ!MpDB2VYy
zRFG4@!rA^I$<5tzZ~Vyl#M(~RyH<P9+UD(a=@f}(IbHHRUpY!c;MAF*i#?qlUJRpq
zTf+jw^F>t~#kWq_>1S}CHjtA~I5Kd5<)6ZV<_#5!8+3=HeLC8*3b`xXg!E#JsWjwT
zp1yW;@VLYNW%E-h?D(#DczDPyl$7hT7})vt%&xi!`AD)hSPyePxa&7-Y*iU^+zc92
z@DUC&Wal+GN{0RVC7qZ%R@6^mVA+5A`}-pm<v^}C9<mS{$oYAE=+(#RU`ESe!Z0S|
zKzzHzq&zzZ2MK?05A9X&eg*B#kGqYjNptj#nX7qR*CbRQ#d1!>-ghD`&61)Tz9Tic
z`Dgg6P5F_x@@W<?Dk|*wE$XY*3n?u!j_DuZUfoQiCG}0$jc+}6>c-SZgX22l^mC!^
z5wFr{wN)rTm%N%li7WH>*Nwjtlj9bs$VNs+_~z}bTD?_m1f$=CJbDBJDRN56#ATOh
z=mBBby?MfqroncO|3N@S(~n{u<mf5Tl+Fmv{fUleAlbDG0P~~JPz?jdug>M2sug9~
z30s3X45?2mDra6+uC^<{WJL6{I>pHgNSwT4c{wwAo%u=8Ubk3L^XM|tHr_`QU#n|l
zEaatXY!}u1jJeq*RNg(87mx4D{xaW{&MDs9n`+N7&E!Sa{ere8z1bysWOUTdzqQ(9
zGa+tV?Dzwk>B?zgIckfBcU(W=qYsDW&c6x0QJ#qR1WLI~Tk8KQ$atTx?Ts5eLP8zW
zUfK|!geV<VndQzGDD8C>!q`NX`6{>5vXO%+9AA4DDg(y|6BD7}dYjdme@tHK9zSv7
zYhhoqROo<RQa7VGJd83%-#l=8r<8WH?pJQFc<7<j=?q1yx8II53iWsGzhQN)pZhT8
z!K6!Xb&ePuI^@SKO`>itMGWKe4Yl)ejo!QN@pWxZjd5J>OpUXv{p<9Ik|c}Jnyb%N
zssb-vYdcX=<`-t{Ye4JgCy!AOliAi_A7M5#y_(e6)N~2%OLdoHBUTIb6(2KjIKt&V
zG?a?SH(Ok~7HpcgR_;bNu4pl6C(-q5zfTAw$1Sebc3}t8*j&X8wI`9m{_uVgirK1)
z%VczDj(Zmv=I+)aAr_<~;&s1O&{VhlP^!zpY>@#sKDnT~5#)Og?P-;=<#<b8>u}(^
zdt>XLODr;lttwGRn*CoQFrdQiW|&ugS=;?)!<OmAFYSNK<{@uqi{LZB+{%5#lgDiP
zXAHx9YmW9YWfhf_tgP!Qbbn{`=e}<*)0M%>4o2Lad4pHn6fIz51?&2k1w+v)Kn#DZ
zOd8unCzh%Aed|b+nYT?Zyy-3aATO@t&y0h)fl}9tEt7GsyFT(4L)3s0lDe5oJzW=%
z$Pw0Y<yG+~Nz-YLekl7s)52lPV`r9TQI*vd$M<sfsZrg_Rw^xR2b0C0&&E@)j75e&
z7LkYhUsRNiUH|JV4mTQ(D1+4kOb$vfQ>Qz<diJ(c#~d{>A~1i0+pBj?#x5ZzRkegc
zO`m+Ym>K<GS&MQsYunuPS$6Ale$%tn(I<a8kq~-f1n|XqS;^7yM|e4xT-D9xnvu`P
z<J8~-t7UB5mb|^f1Cb*Ldhg6j$ExfWwO;C`1odb*GCz18+M5#8l|r^ZDL+4x+4pu}
zp#C+s)B^tCcs4TqiiaRvyuCQ$*F)aL6i;)%S&sG8O$!&)mM#!fc_n$lfKfBYA9*O@
z;o%_P!^r;5VC|E<`|a(<q`B}5j#HajUidt^X$OV~h*I7sLmSQOh}^9kLeZ5U%=6b}
zIC>HpJT_#v%#WKaTdxhyGe`=<8W_H>8AEy6#}u6=18L@<tIi0qNFW^Vp<efc!XAbb
z>V$Fm>68189_>FOA?vaH5A6CfzPgeJy=MD(=n3h&hn_<Zh&>=`_*IU=<;pkCiH5zt
zACJpS#`=70@bK9Wj?N>K@8-X?7^o&H@0^P}7^R{Ji&ePg9w&}rtKUDH8XBJU%*Z(C
zn1v@MwgbJmZg0PO*m&Ibipy~(;#`K`7-8F?dF&DxBDD1MQ_H(Qnp|(}s}qF{=d@<>
zf>T3(-+`kXJ*eIPY|XB2x>KmGZ<}LQamvX>_;SqADcPvJMs=Z>3rx*YG^N=y1Sjdt
zog|Q4!6uoRpS|YoeI#Szw5l#gRO&vef9VbfO58lX`H3R7*qL^@U|@SKk4;CQ>PUy{
zw-*yHP8FkUe-|zL&bIPU_N-OT%U!`5i?<$Y`^o3Bi3$;J%q+LQvBNs;WQG$eIE?j+
zcqjcq8ii~I@C(2l@n&)E=-1_O%0wm$C})_t1kjG|#7m(6$nIGZaHxnw_gRz8VBhkT
zx!WCy2FDPyKun<ENd^(og>thT5g+gje*Dm;un@&D&5~bY_==zpf=3Nz<5>g@ptIXY
zMR`>;o`&1CHj+;~6EqgZv;&7|7dB6yAkjH5_4Dpy<;7ro;|u5X7`lR}UpRjui+8&m
znLj8bwC_{CZKq(u*4GI#iHF(zC2FA(ocDk4`e%K;=}ZTY>{8(FzIb?>L02w@6Vzpm
z>MZ>0VFM1QYZU!qxcp4|htzl+K_|ng2HQ&^?jdLuwY6WSw~|I_CCw^j>!O&x&9Wu*
zGCrA^Kh-}xtZr<a@PDW#=2x#GJ~__$uX*{;-21`;rSLq$47hoq@Y?Bx`U~FU2V{QT
zV|DzRcvLOND~)WQ9Nl5%%PJhU@*Ec*+)v$0d5(_OS510L_<;(OdQbWB_fKda1YM!G
zT0Pk&fdRuio619Z^X5er2P#K&B(g81a<5lZz8@~Rha?P^+v``7=l<ZCakWA9ni9ZN
zHWc9?M@~Tj2OVA4D=seOZx9=R4URO8Fl&G3t*xyt>k}yo^)suRo;*FB^m5cN?YFS9
z0w-k6wBIIwC|&i|;>=8(``B+3MnOnE?Tp;IrlMl1Hg(j&j}2;p3(!A7(~cF6NX&*)
z=R!e(JU-yV8<D!tu>MDETz`%rr+!hU{HJI80?!^g@<6*p>JDxDQ^s4JOy68WX(skr
z=u3Dx9Y`RVT3`p2p?oN~HxaZ=<H^@AazC+Y(meS(UmFeZJPf^W5**Wr9Hfok_n28(
zJ2#f6Au6P|l+)uq2#2M3{L>Hk6moKP;bielrEdU2BJ!;fHnHA^2fU<_RRG7GV6E9M
zoGU|u*Cpb?xlDOfXoxY-#CoHBs2Yz0n?~%m>%xV~VGS>@%5!By9J+c&7gSY`EA@E!
zdyD_v@sU*Q`w=;2nsW^gNVM4<)~<*^6nd@yaCm)0;6d*L!|A3In|Iw9Hv>b+zS8#a
zgnT}yE)<-T8=wDF=-u}U$HOL1!f4AMv8nGk<vurx;PXi$q;hi-U+Ai}_4{eoIaqQd
zxTw0iI>jdtj@W>h;HCuLq0B;8T1sJ|ON)0y{{&3=agJ;jk*CKan-Qgs4@*%>-z+&5
z)h|ykFnc+lDo)zwJ^0-Cy?yWe%nbX{qxBgRoza$j4p88ju6^=m))teHfQH}zZV(vj
z`9b3Z<BIE<c^QS-J(spsIiApR?pK<*n0j*$?YWaXNuRS*Q~JJV&i$6VckH09&W<r#
zca1};k~WrJDf?Y!ik_VR>iqQ7=l<fU>L5Ce%3YUKlU3hip}tyZILZF)->i#|k1%us
zzV-a}{2`&Q$axnW8af3V64@`o*#4Y6JU!jr96@F3b|(%qGQvKG9DFbQ-E%9B*Rp$6
zpf-d{6v&96$@+BfcQ}a!OfbnkM-G*7h&7TK#@TW`-Qcite8jkQtEXJQva)iZ(mn4&
zQ?ekaU*qHBP&b=OMlc*s7bYXYPhy#E^|8&o@hmGp(D(Vy9osk-e)c5)jvRB?r4qkK
ze5XahhRM=ic|lUP;##js+4@_wXQ@-`|ColYKGF{$*R4>|ZQpv7evTvRIeA!W$s7r*
zzS-HW8(*&Eq#po((C<(6v#{46E|wgTd0+eIbFC8s>pM<;I|}Bc%XCMe)(LSgE`R7Z
zA!qltY4id=tI}OKM#yBmKmTfuNo6#QWHfWQ;luzhS+t*s%k+}(^XdJu;tcT<ye=VC
zUjMqv!$C#@`VG8_*S!U*O@$2=8AP@88_0O$_-3jzGMZQ~iZKK9BPAvMfc>aAWL3zD
ztA@LLfBe&@u)%v#lZ#XrdbO#wmkHKieXZ~Bh@_%qSD;Zpc9=wz(x9K=)-IFzYM1Z!
zH>G{=Up{2paJ`fx>cY*ueUHjj0u@R5zOfo56qr-R@4j@0XQJBv(OQZ5;cw43S%-NS
zZtZBEp-Q-Qdcd~Nsh(1jP~i!Ek7*y?Hi1}cNDxM_Fs^u(pYQaEt6-|dRr3j03gF>^
z|IvgE4bjUL;3cvL4B%X@qZ8G{3{|((b<HK6`kq!I;}Fma9bNIaJRfwsEEzp~EhFiS
zb)29oi!ee>`)fwZT+yQAtNH3;dHY=j4t81Dq>hdbKGp{S8(<@_qwk-o;yzOxho3Bc
z#7}&<_yx|`l2p@`uV%QkNG9ttj~xEkv4i&gN*R?nDZ6`>*JjMC-B<r86^Yil>fFln
zk}~om+ezBCDNDk^z4(f}%s3*S{iSDMJeyShw=EO-Pkrw^E>Kwc<ne#|mxKKTXXFs`
zXDnyAEN!iuQ#qY^N3NQiLt#hTIGq$1*Nj4;`Tcu+*DG=AWq&dMlyV%s+Y}W1=n?1X
z(}@^{D$>Msb!kFA1#Tw~mJjB!YVp={w!R=PfaHw`0KunGhmktE?4zFVr;L0FKz!4_
zXFw`KIpxx7@9jO5Z98av0@oa8kpD?0)UCd@V>Z^-g!gc~>m8UZ;OO2_1z%|I(Os-(
z*)P%ZQYu})l*;~Ct>hW|;~jn%$)6gO?-$Of^$d8wBL3sk+m55ueGdmt^kYfwa6L*t
zF0XAo_iMz*o8#uP6cz&G)*xd~vH6^R{dM=<KD;_M;SsdW)nkVVeIIn;>B_7>f`ayH
z4sl@02}S%Zdx^?^==dOkZAep%L9DY;QD34eOZ?{`@Vzq9()<grb*7+1S5xDJI~;8P
z4E{L=MGA=9;84AQ76_46@QVa+8s9rUtLkeDi+VUImRQ57JlW{dXu%+o>%3Xih|`gr
z+`utu+OBD7b@zMM@lTj+pFbbK>o79#TA)#opFbGOgKrJ)zR0mdK1ovJ@jfTY!`DXr
zh91WB^qo-X_=kQ${;}%8OfI?DJsI3-yIjNc-v=fijvRIE7v29$WTdaf<Ho6p)9w0A
z#(|TxS&!ZaIR4zb<~;1y2Ohioe>uD|7<q$NO(C1ij~sA_2aq(X7nxE4lg>$q{;c3B
zt!b>ktp4GX^$GYS76SJooLIkodsbe42qz(M2^<OVi&C~ke_a79swYoqV7!mk5#F!5
z*<66=q4{XvAgN;@xmGv;IGE6gr0Cl#r9Q!0LS5h^`w20`yu~Vw`wVF&;QjxuO3C6=
zUth3pnU{osk&_oRx#>fBUDoJ1ABBZ^<<32N^!$obYUyVDp1|{6Kw$y<>fL_3kMz{P
zBCGD6r$1eN?O4A_W|vz3sC+oMf?jQx37N(}Z0u|zk5>=P96ab9i9pPHf&|&I@DwqZ
zLZ(%`L5g$-4*Uxf2Hx>>-E3ui>h$yn_)@!lvglKP2B>i#6%q;s*Oyf8jh#d)q8(;e
z0WNtQE2;PL(#NqzB#89dkni1V_~Y&Cei9^3oF%@cm;Go^2?c`6JWne-Dp~}M$@k5!
zrp*0&Xx{^V({Dn1dUl7DH`<rKwrgyUpX7dWo^0Pf3vcfPNX;z74k<M;jtMO2B*{rW
z82)})-JExqAO(LTojl{ee?rLo4g@L$)mzo|_tklrF}?c3>}@mM*TuR;iLd$opvt)U
z)&ASd>Qzv|OqYCiFpA{Q2bc(Q{0w4(JbTw+&JEhKVs_-?Cr{*H><QP>7cXA4&5C<#
zYT>elQ7J&S2zpHB-ktfoae+u;D%|azPug)=1d6yeR4@wVhZ#tb(juWre;&-R_wNHb
z6+fHov;-XtB@Dv-l0&Z+8)BeiIvjr6DSkJi9l=4rWq<hl!bfJjYeSpE6Cp=s<Nm#~
zOszRHMnQ|*?2FIdT`B$Wt0OpePo?PowVfpAUs(V9FNmz8NJgE)5wU#TIj54XIImGq
zMC38T2+?aOZam{ZxEH;F3LIZyYwofzSfyRe;nOa^yJN;x3lqj$w<>sZg&f_=aqFhs
z51(~C3BxO&g=QGAq>x5{?7)smlZ$XuQxhy7Ouv-kDuf%wT+h<<+wLfXSYH^sp!w$U
zu;6fT+SOm+M!`K0bx(Ba-#a~(a$GKNj_ET}-?FBCnfW;3>-{-#8|jA%$LjkHRJAO4
zlh+%XHsFmE)M#h!;Sm7Qz9Z<in^oWcMVJywDyc*Ym%<K0S%_bRhSbdBhdNBno?@LH
zJ9cd9#FP!4groz}uA#NMt+A+%HUtvYTU;ZbJ}Jq|`*rRTK3m1<<i7i$sGl-OIX)~`
zPF`Y}buJu=PAgMR)50vQx`KPyLHRDOGclp1kjYOtHa_kfpE{Vpc%OaHU+Lxj<B=_2
z#-;MK>iCpCtrTwkIkoZ0{V(fc)iTxQ7<(J{QFt2t{#9B#`7i6{<LMTj|7csI5iYR-
zup#4)5S5bpww#X!15?PPB1+NzGN+>$D8MSO{rgfjnwGY6L<|RLUnmj+I8KbVOe4kX
zX{oKJ5ZI-#-d7+uq~U-6Z_cx*8NxX9F{($+6ys~H1+J=ot>Ob8K8Q?iqen++f};h$
zg?UN*>&r@9219=mx2NRZM$|uU;gp)wXk!!=x$i6YZgS7Qjw?qrPVFsk6^u6fA%}I_
z2pS9WK$D6o&S&>(L14VhVo4j=F!6N7Ei+g97{X}$;f|n5PwiOF1HUFEz{HTk9xqWT
zHzcqC<H!YiHCS1slpoy*eIoh({S0Yju3#TSl9u8oL47n<A+Il(wm}>$;?>Gt?0Yq}
zN12LMc?|`0r4Xed?DX{HHn>F?fTG^HwC1?)^fCI*#>)(LC)_2G$;^1(Zd&Uc7k6d0
zh_jZt*u%9WKgkAQ<v<^KVy45NHuYTGsr~j4)5-29Y#i}uzBo3!Y((%%3eXUDBuM{z
z<;wHEyV2R|c-=~)sL3!u<~nggTYD|MXXZt5aTNTx0>qN^+jZw}o+85Hayw6&4bffn
zW>zEVDP@0|m30LUzp|`%gmBun!e8ep)hJc+r`c6d^-?u$8O52%k~7N4{oY6&Wn?tJ
z&;IV<9woba*rB@2u70h(!?Q@?7HHt$u#j?2FK{4LKunA_7}|wznVosBL7YY^0K{lP
zT45j5VaSV!STyVfctT}|;%uG%A!FsymoHx;niB37flsqPBHRZ9s>T-glZogk!sFv-
zm-BHCD&$jxQs;OwQMNW9A&auB+-2HZckhiFJTVmBr(g^etCr4Z`H;w`9QuO9!TD>|
zrSF#>=!n$LnjSG%dwEUa<o(_&P^J{zp1<Yb(RZx1wY7f672+75+lq&99>EWoNy6^O
zObUEQh*&%L<c`b2YVc>|d)n4p5$8GKV&s1*18PRiF@raGH-V%iz9}v$`q0~}h!4=o
ze^U+4ILKJ#H@u!Vc13TckTH2@zJLPi0o(+g_mq)VM93JAa&;!2YGSDQu{$~Rj9&Ds
zGOWPoy*A|@OXHD0Rq%aR)+%4lPtUhZXf-arkzEx}@VlqE5|L9N8qdFji$limx1TqR
zi`C(mb_#Nmf*qCo>g!L@rQx-~R6>@)x4&N>863@RZ7Un*V)+WujCw5&xK7{(N<dJs
z6{kITu;>MIQ4CWIg)x8zygW3kUL9EnDbmu?cKge-<2L}}h;8k&J-|RJcY;Eb*r4yQ
z$&Je#ePOA3!Ka(Hz^+l9<H>8Et(zT*rz91J@alQAr6na}GLmlXWzwDN7ZLeZ(DL<`
zQbN5{0#)Q*E~C<^i?638U?SLGY|8*5ncnZaw#9}-+rcsi0sCosKuQP?4TbSI%qbNO
zzA;oPe6ow{&mVLs754mRe)8QUbG7^YprVIIS*8nhWl;=35Tq1Bk&_%Ij-+8Wvg3Os
z1nJFpN2oD8F}QT;p0SXb?)4q7A2m|`2>3h+M-=mXee|kH{He49O!~~Z@^71!`G#Jv
zy>6<8H&wJJmu*EWdq`;Lrc9dzH}?ae#mNu5TPB_1O#of#0n2=|Hd+H0#f%=$?~iZZ
zyh$jkEHAA&NPj?vAv9HKTCfa}v#@xPxfoXYAy+@G8Z{9FQq+wtG}(o|r(zWzEquFG
zorJ@XZ!H-TJ~-HN&1)=%SPDD9b?jT@)}*sEyj+t^)y`~og#r1%u6Pn3Uupe(0rEv$
zc(4P7R11HKag|4xtxj|!H&T=li}4!qsG2tGNIWChIFLD8XYD+2$~wE(2C3)L?h8lY
zgGT3e;kq=sG~`4P#d=K4IY-CWnatI7y$%ST3dCFNA}xOP%3kC8NeaS8q3SDr*)MAF
zw>#H9ywc@YO6{8UuR})^lc-7?eVw*69uY%?FsWEBOE-H}TkG#QL+yJ)MKyw$Ug29*
zF$BdEd=x^ZGH;^4zkC3>f~Xi@^CptKiMkgZ7pJVQ9>S}mDzu-49ExGcR*@1(WC=7|
zRQwFi(E^k=-I=`h5tRE!#uvFFHi&F`ZS6?wTyyv7-J(P8SnsF^gS$5s1t^wO>Nr~k
zwP>Tu%hF!FK)Q>XrR8MgRXCK<qzx+Jz6AseKLpKpwEv#p3CD!%4i5CM6m)HDj$tf-
zFs0<s<0jfKRMJwA7w}5A75qfP!h1$0`ly2wD=TZp>(`FmI%TmWk_h`bckUr?bVxib
zNfF|xFe?GOVD=V$^m!Vk*BnYeXJuyoFmiBF<amM<4^?I5=E$qyOzoqj9CMWNKKU^4
zbc?q-9te%U>=_=%-bL)3q|8fZ@Q#DK+4GW;Xq@oLkDSsR?__DW;3~i=1UuMRJY-jc
zPu2`nVd%^;4ZZ{ht9YHsK3^B3P!#NRf~PTIMWCZHQSnR!a!E~0OrX38EVw2uA~Gtz
zzZ9Ny<;FF0v}IS~f|<@@_z(Vmyfe{tA=DI(CCkzQmJm7Kf2Ms5Mc0oFeX+Q<OB|{K
zsF##AG}5c8yt^1W2Bz|rIcdQ}B5d=}{wE;s`ci<GILxBqtCf+H^9adyX8EQs@^&u(
zQQ?hJ(cH`|$M!iYAfOgGq><g*GCKN<cYI3d_oyvJ*O;S-jLe+)Q-a?M<ES9rd#*wP
zUQVYRM|TiUr`0~fJjeck8V^=Jd*;_ln=GFXJF4yOFJFYekJliVDo1xVrGjTV;u$jw
zO9wEWE}LRdcV4OR=a!bn5Qzq2ad6@s&AG?t&E<$ifGQM;I7bbs193Z|p(`pnq4{oh
zex6H8N<Y$DPShk^C9T_be<|ozAY|d4v^~W3BrIbPME~meAr=;)pfZGGb07$3U_uqp
zL3Va)PyRp*a4|qTRrHy^=#ZnWIUGTeC4+xy0Jjlr-c!oU<E}P^B0sTmT(QICb`D+?
z>Vtexh4^%C=QfyAz?Gh1n3;Sr>KE<5q&tYxmfSFZz%Iog0GBot*J|Z#Fm6Ts%8;<b
zvf}fLudj8oAjl~F$N}3g_U4K{W(Vl$A1I|hudMt$ebtx0xuUSJ=i1ig5t!fdaB*4I
zEi^YC%c7&9sRLn0`TY4&=%XOl^J+QqiW7GSKy$)1Hbki&aX^L7KCCq!ECZU~HT-0u
z+mu*cjao;Tm;ef%Kj<_&JA0sAKEa`Oe!MXl-LIx?Q-?oZ(vGdQMItlm(t`V9Wneya
zd1HH@-YQNm9C!w6Tt>VHR4oFVL2rTm9OA^<W;cRO__eqrFj=ev2%-u<9q0m6ii#r9
zQd!<;#!2P0G_E+}In9i-0C64`5J8*XQ<`cqCo{fqA?(}2d5^rJn7qo)N@9I+bHAJR
zeEGw4@7+9HRXq!(gp?R-O6YS{7u`{Z<MS9;3Ox!4KroD$*m(R@<^i<vMENF0UzSsf
z@KMeB2^_$<C{e)Tj1|q8-Yg(1kblm0>Qwx{52<Jv8Q()PM}%>pUrH$px)uyiiHsg1
z&<}jjpk5nG_;bzm=hx4UyqDJxAV$O<;q{HK=PFda0(Bk_%(x<2bFA3!Aq<VPBi4WX
z_z^U8;~pKyf2+%;SW8Dod{SRQ;XW^OvZWZ&%%qfYgZYmsMT)@<;@w?O!?rI(VitxH
zBDS+eIp4QI6G2_<4DCHuHK^=k1jh=W772O?ZuOS<<%$o4Ya=Ts=j*G|k#R(X!wm)o
zB@MvpybX12WJ#_S8}bPXaslH(=aJmr&SW0*t9!;ZDVM1R000@{X;g+=wzs$G%D?R4
zR~Q=Fau_j=!21F3F0X=f7VQg+mJ|x<5wXI^%uF{ae}x0jp0p=b@8yw#gZ8%IXu+r-
zH05N%wyeuKGdr6g)2)4N0m{#3>fZ?88npfJw0VY20k_UX;F35i`zze|ks!nj_$}V$
z^?UEQ;5X`a-p6iIMdIq$*JUa@8Q7W5xMe<iQ#nXHT9RT3zZ;p~n@_Kdd}JSP6v!l|
znZmrB`bO2#p8fC;eX+&EZLoFgs3ck}U_OL<!Q8br1!Po!^@w^$OH0f9B)yu@6TtLb
z-$w!}>%Kulntp=Ot?<ZZKE@QlO5lly8z;4A2HM=Tk`nri9_%Et{~(ZyBqSur48bXI
zaBt(I#SEyX50Xg6sU>M?I&`@jv2AQ@SQig+32w{8hmO2<4Y?rqyW14?Fro#6w9*i_
z<9d>rs6aRLk8=gqZg0*K;>Ll6(z?C4YH!rUon!I5kK9_mMEhZ)P*P9RqQQQLNpbmT
zSwsj>R0aND--Vh{&2bHK%cy<1{IT7cx}+7tWdglhS#i~qTw8KN6^a4`YFKP}1e?R8
z5~IpAE%qpt)6;Hq{h|Ok%=3}9jif^s(S79P1YQX*u7K|Q&bg@7qhBuZmHF8chm%_j
zs$XhWR$&#k=Kg*JlPDKeMD^g&0p9&*?37$DuP-`IT=TeOVar^*{^6nQi5Y!deMD5{
z5vt^CEhy@{@xVdiQI8*=Rad8k6J5$2^Lq<1e8eUIaBy2Y;HH__f4S)8%OI@t+*qnX
zoF|Y80h~!UJ_sLD*d&~5K!P37^_)7z1hWKWeMPyI4#jGWBCI7Q2T!a;MO@Srrhp@$
zt9eaKKHs4c<v4asB{Fyqplv(5oW8BrmX`IcFMk)7r3LO!x+!}=$F*T)>a*I*xAySC
zgOrQB3aSMxM~(oY8JfO|oGffOMZqUgNDDy(a!rkCk?1hK{?Fy*nT3UP;79n&QrJ%K
z?QjyGj7$QMrcOF{)Z3^9lEQ8ImC^jv{DTlJb>Ql!+!qd3<3XKk0k6TbBhmV5NpZ2K
zaaRo*UrZOk`u+Le!uUJE`uFm5M`B8G-cw<Il_A30646A(e9E8AxeZY7VLqx5Y;mws
zAsS#a56?qPQugh+$9q+S6OajJa%f_qEVk;)HR0Fo&)qXbA}Jz5gyrCZGYePjv?|2b
zm4g$V^-c*@%|Qz4$v=r%kNT1C{uXA>b9gn8bX*Qdj=^)mI3eT60siL0#;-iEB7A7s
z-KAmox<YG!4S}gaNAelr7HLyLzvjn={AI<h_|3R8xPsC9W2TAGkLu4gxE^zhh+K@E
zCy@knl|*4H>S$zdZpWY&bMBg0oCmbrzsF1Z-%mO_l#T5%^_-02YZ_AiWUkMIO9Pzp
zu5Oa(6a`%vZ`}QcJYVLbwfWEI;0~;#qjTHWC><;U=k4E~H|P50(4=KjUKmDP1ZHqt
zHoFhHU(Z9O63ih1ZZ-JZnh_1v1_1=}0Vo()=ax4Mg{5L3lUnT}H@s=;SZbzhc%N`Z
zsSK3ZGhqRz6w&!*X%f*3L<U=;MiY9{XdVB@+01g(fK6ef?l&}KjL#AMBDM50b2(fF
zHFxRb^#f%h#(rX^z}>JGQWCD-xPefLA=~iv?7W&5yyhy7UjcdvWz4ePvG{y>4i(^c
zVJRzaXrWmo^5(m&S2pxtpWrG$Z4Ja8PO(GN3(e?VVJ$mQdLua_cqNLq`p-Ixdwmzs
z4H#$~=L^@f^UZ$wl7pA`{K4RNA(cga@Pkz}_&V&%X<lxOFif0eKMbS3!o_eBahJ4~
z`1KqAW1cN~ec4*CXWa(X8Ov8A<5HvqabzOd3%`wzEWLn9pg^ftL2hoxwX4Q_LuP4O
z5KrIL%_hp!l)Y8S&1J%3m<7Ox&s6nxAeSSMFHGGF5l^lu7>Hkx@a*89pIqSLdpDBQ
zZiSpG&vuv7xMfk9WA>lic~w;3X?%|(=2kyp6QZ`!jSr7><C(d+gO)6~^Ke~nR85A)
zr|~|Sym_IbRZUQ$u>ER;N*d9#gGY}ZNYRCS%abs1#jU4=BO9mjaorh+eFdXVIrFJ_
z!T2d6Je;Ft#1!KfR3E05(X~I`QV@<Wtrf?b6?9*e4TJg#OhQXnS7K5hq$#Z56fzBv
zVva?roDfaa=TKFf6+Cew5@8JJh)Xkf-<y8=Y(94oVgMp-2)tcY+IG)k7*ApFi^?kk
z6BitF*K`Ex^hkKfNO0}ob`Sm@O1h-#g(g%?M1-wE^`|pV>N|gC&B|wUD;46J%wKaf
zs;722Vq^UGGNjXcZ8V`nPM|g$H?@n8k5@bpkK86ZiFjV$;|H2sS~$Rs#C<B*QZDr3
z=XrcUd<S6Hj;K?(nwu&Ofr=)a_KJp^jI)aikniM(#&HVYYykD3yrI{}1G&chGOWE_
zZGBZjQt|*R>*BIu$tdk>V0C$NVtLiS4x<(zs-Ed(eF40uokPg|`wi2t1X?+sCzxrR
zk97%qy@6o~EbC}3llODSyr=E4!JHNU(LLZpo|3p?8M%rvH-_8+1`rR>(Ru_iY#GR)
ze<r-rapd3oXMcxR*mcqW5}rXa0*s)LH7WHZ?btk*Zny_xx3QN@BSy`<mlPKO71Pmh
z%~&-C8KKMB>+e_k<+fK#KDH5oC0)OFG^Q2!15LF;G+wS?Y-0#&JYnG*rj$y<0#>ii
zqwT`p06$_szA;g7-)Iyhaj+$-UAvL0I0UN+>7S?nca&Q~mM(RuR{@vm$wZBh-KO}k
z02wxmE__i)cTuLIqWXyx6Bn%8AhEDU^TwcfHSUR2)<2ngeHLiC3}5M<m=zQkk0MIX
z@9KW7L3qoj5e1eqeH->+?d5fuOlEX)pU}|I)6>G@33279otBN9mQgW<6?2o3pe8o{
zD3j|?me6Q!Q1C8e2f``P9R=wQs#23;P>1iyU|9v1QDUq@ud>~0w*3~F?+Woq9WigD
zG|p{~F}>AnJKPA%S8Qg*0SXs<oWiH)a7p82gN133M0z}~u1|SpAfM0VEO&UD44ZLB
zs27YQJ&?n&W5Nc(qX7WMJadY1-X)j)nL0}Fz`#=By6(L<mrTCe^n#UDy7kqYuC4*5
zgZ!eRUAA6KrK-+p`6-R|DChw*E)yz?mVA_-aOnX&Fj`G(fYK=C(e#4vr@_HvgVGwD
zf`TD<4&a?GjqkNZA#QwChMfi{In?8^8M<l7S%3*H8XBrNIf=qs_{d4u_tQF(Af;jB
z>A(7Pohfw_z~nfMcbXPoODsy<f&n{R54S>OUghQeC+vW|+0up#eLS6@0~Q=X@qi8T
z%@%09l(e+Mt+%umXbsE_wQxEh9xxQX5M9F&4o*?$Igx~+R(V!X@r(p)iJYCq5Lm;(
z&hCpO9-KVWb4n)d05)1$TZzsA2PawyB2YO`Z=vRL2}xgfw>-`q1Wc%go9P%BDC_IT
zT3eR9aqHOYFJB~zgZZ?{SK(=f+V$Opq)_pCXhnaHwbQN`TfE|MG=O|fs9e9z%+%RQ
z1dGMs42*&=HN4b|7hW*A-|NCQ#Y@T%xTrd8t^NP+wZ<W60We`w96bc(5#ChQa>pr@
zW>hRP?_rIrNG@KRz)x<hrx(Ms`wHLT<eTp9J$-%C<pBqF#kVWL@7h{<9ITt}?s4(3
z4m*iuL`g0Wbl(0nz5HW0zv&RJr;Tst&V28^MX`4;au(%_Z0J=rIa-JBAg{z;c_?CG
zPb!F25jmgI=t}|-Y>9+E82l3qZ!p{)f3G{Cv&ap4b3l$7Nzxf;42gzbBA(cqKtI_;
zL>!f;B@*APuB;G5Z=CJXFP5?z&BxFQq)^oMr&VLdK#(n7H4vF-XrgmsosD7&#~Ud}
z3zPo{2v_~^>-&?7^Ad~}1)~O{l)%PB;I<j<+6%AWz{F5|Vb2-qzLlUsZ=9|kUxw4=
zyqemJ+}uzw?jjK4tofNd(7(|fk$Uhe4R!oAXMh_`8l4AG)d^O4OBf3gcOK!{1;{Lr
z{-TpK%%(VHWQ?`lziLJOQqj=(W#}{oZPVC@*P@ALx%~lyLyB*6-{AKFg<uMp8uNac
zA8%e<#X*bOnD7poaukq2M+iM=;IF##pkh{5#;e8%<zw)s`7Yr+=CZiqaC9A!qvqx1
z)h8a`U!L$GMkj{T{{tpSkS(E316q86^ScU=Bar2g%YphR->Uua|MaGFIVx6ybPm3F
z*Npg1cJT32mfx<M3_XIG95hlXLUY(iVuwTUUwN7cV~O(#3$G2D+NHfd)<8K*VYW^J
zT$2}6<7pm6#&T5)aR~`pv<xi|aZW{{GQs(-K%?!^dD=i*TLC`c;bqQ4I))$|p%H-4
zNN_e=Hc&wxmlmo$SViJD2aU|Q!Zi@nOq5m#6ur{^RJ`?<41!@@T@Rv?M=b>>TAaeb
zY>9AJ-N^Gy`}Tlzu96mxDzB?1?|@U~QAztj&X=dUO$KfMZvROM8Tj~70jczTe+a&5
z262CxdR4qS$oclzfI+Fg0E`TmP<Rl-JB^bt_VC2z+Ye(|>zX;ljUgwh3~N?_eA=xC
zKSx!S0x$@Jc!gaGzm`zUC1YbX;`BJ3M-TqG(w#fC=R|gN(z(GM4q*Rsi60&fujfoT
zWGPd0ao^~VBi!9IF9WXYg#&8%%~6d4a1>T{d@m0!${1REpeZoq?ttYqEFV)I{zY32
zo?L&qOGf5IG=c{H!x3pLWiW;@x=~Hg&C<&<|M}-X&<Fcnb$qv>fNscSx>i;hJZ3#1
z$;$|cHx>eyhsg8oY7oTG9%UJEA7oShqdJkaQqqKNaTW(F4t8{dIlR7?cn`uzjfR2Y
zAsZPE5Wrf59}WnLsO_=(0m3EyJdYcM_h69X=?h4_g?%+yT;1g#kqj=ubBN|Z(z3p&
z{rM^s<BFc1(r7={wBKW?5=y-!XCrg(+gKaX4a_q_^KJ+=50J0|YZhqkQpMUPZn5yH
zswz4`yVpSik~{F#ZERll@lyd>#5Na32d21ueQjmMaqR7GARV0F$B%<uhV>3;N0wnZ
z&hOm2rY1fiA*JkI^l*hK43{PS*wko_;LZ2iU`CXpm4!||DPAQ_{=e23r3ye4%w+ou
zEQtsK@be8{VL1XqcoAPe2K!M@$W@O^NqH!m2&mzWoH%jfqM2DI%D}+T&?MI(oXl2r
zaLL4J4Z2xjrX1%EM9^W877$&*yTSpxs?|?MU#F&Mq0*X(ZMNXR_8{amL#R1Z+M4uo
zjydgG$0`Y{yFA*+V3y#VQ&I60GH0R+iVJ2V0|*NiGjCVx9yeFli?A%K@!9e&Srm)U
zJnv3p3ihC>X_9sEMgw6ps4(OFya0*Gi5h73XI#Z(WYhq>iN);$V?+LVEJwh?7lzM=
zjfHRxU_&1|d>DBh?t|adMM*mxN?m?_RR&(2DQ&+4Ta=*4+U8a37VYIlM?@6$?u#RQ
z)0=I_JAdFWynlbXzvV`5<Da^_-=d_#;S)Dbbs|o!3gLw)YHrP+n5BSfnDF1jrAb?@
zNL0$8ks&lw@YZBt`TZ@#IfI}PppkJDPcfjR8B`~~Hl(|YJA#Nw##jqyY}Gi+bK%_@
z)T9t7;;@I8dvL`WAu^JtFjgK3iD)zcn(yFqM7&}&1ePjKEbv0mF%m};>sEi0LR^@z
z0iCDA0n8&N!Iqe){kv70aiquk1ZvUl4<FbDy@7xe3)XRe(Z=J%#Oh2Gif!Uy>KG@&
zRUG#)uaFSEVAe?IPXMF=fO%;!>9~D+JIBw=ySIyJ#MZmQWm-eipVD}Qu5du$dy+Ry
za0!@sdz2u!gU%n6b95#|hsR+D@zp)yI*+{`=PYpicm(pJy9Rr9*bNp1;{R$^+`C{Q
z%Jirr?uK8<DJ~+e6P5che*V0m?`*e6Qmd;I5rl^)0(dr?z@g#8?x;Gj{t;Sh9T)@(
z8Yz4ZzIiec6WQ>%IO)bsx08veDb9>yNBw-+&-75|m;;lf!`DIEyvabGq*!MGfCi|_
zaKtIZUpRYq2LLJ}AuPU~d$8=a6j3fKO+LZ!aW4hM%;MrS+z3)mM6MPVVLGg%Lx(0D
zYZ_tj62g7s=6i><P%o4E0(-l_lBQo)`*(!I3R<>1A|fJhkisE2=<VJ9@}T5hLMA1%
z+;-fQzb+4j7Qiav1%Q5u>^3z}@T{*^7@WVSDH&{_#gFF$!i$+LLZa5gKQ^o!r2?}E
zuK+j-I^i#VsqPH_jz(83T}QW#lG1LdOtVPznoa6aGLo><zZlJak2C05gno6+F?9Nj
zfd<Z@X~Z=>{qHwNQLM>7qsmDOdPxQ6f^w`G{?wXGx~z-5@7vo6>HzrR7+*)f5K3qL
z!bV1ds^$nV=eu|BDuxW21iTS+o9GE#IG>+#v~HDIH%r^J@i%&6++Wulb^j)Z>hL@4
zAQ<~ZTG`iLF=EbBTWhAB&5o80V3$y!7p*b*2rm6X8<FqtViX^9(UQY!6&nWxIt5M5
zCz<npzt{I50Rs$GFg1vN3L{0uuziVnZv-tTE|ubntJN03h@{Bgl~iu@$vKv>V6)#G
zC}C6DmG|iumoZB@-W{%VU+%verY?;e0Yo0^;?tC8Vb;UW&aOJ16p6|ANYzFVzIA}k
z@EIwoSiEm&CggD&;QJQRo1JO>2Z)EQ?F5j2jQdbJN^yyLiN<9Uzdjy8Yp#VA3=p8s
zc|v1)rk(`ff(6WQ&1ud(*@i<qSiI&$lWuQb2ZWSy1h>dFJ3BRP$uX@;9v%tCMCJZQ
z2P2nqI`@@tnzeMLeqik+$of1b+_VjBM`B;SadUSUzE1o(&cKONrX*pWePLm75~mk(
zA82Ye+Hd4$l6)?-><u<To?hvYGsTzfU!@sGaD!P`S_V2)BN#5s%b71__b{c>sgozG
zltP3o&q$Qg#Uv!C;g<xUx{c}ZqtAw?(1{|)X!_Gr$y`ow5ke9DUWk*5YbIK>i<$42
z*Cos+i8A8*cJ0>iA_mRgQ^%8O+%(MdzoXzh^LP2oe?n*RK7KB)-4E->dJC4hRA-Xz
zuN{6=QdEQ+W3l{>^ohghD8P8Xl~abU)#&4c!rQrz*vJUvL0kK4Pj&Ht7z*CiRl=eL
ztz5eHSL)z2=X0T<p~P^Z*XB6>*jb}5<HR4QNNGnCku5(2WPW`m<4ik(?pOI>yl@En
zcof6Als%qh!x1p_g-3kXyF|3=1Tccrq5I><B7yt%#6khO^$_U?J)nJ|y!{5urMKnR
z@hCtk7aF%=a*jl<!(D>3H&Em*RD>9n*b#lG>SX9aQeSWluu{f*C)ZbcE*wC~!t6f8
zKA6y8)!Q4LK!s}?7GgK5SLp#KCb_BsP*hPN+q>5sJz+{m_N!MRC}^F2jMi~g`W<Fr
zA#87Vw3gf}!PqV}^&S=gFht<-NXW`98_(r0FZufI8!zfgSV=}CC21hexj+WO#WsXD
zBZPr~f>1bd#o>C!0y<m_ub*TINmR9<eLADUP}^WSv~LgQnjTAy43M$TDkjFn8q-BH
zfzh*X|C!$+f0tPQicYqef%JeX8>{v7pMnMsKE6PNgW>>=Y2(0bP>JIS1nN_XU*~O6
z#WpuLqYn)L?trTacZ6xlvWfctdO^Np$K(Oy!0#Nbb*%ud1`cG+0vkkiE-<k6^3^N#
z6$^Vuy0f`2Uz($kHT|n}=J(kC0eB}o+|NqyW@_%z8^H92Xq>^6Uk5A<jVsE2z+vD9
zXnqvF_xbby)DSK%h1L@lPL&+X%gaRDgkvJ&*Jv~oNX~$0bE|(DLfu3dHDBvUSURV>
zxdW#O`0WG^3iu7EOM&O|l%+{yN?u+VZd{2QBW)P6`e@mCN?>w<kyRssC)ARmNji#S
z3koQ{CgOpT|8B6d-1)skH@zCmuNPH@vGR}giLm7~VV^*pXnakD1qIm46uEU$dhk<4
zWk!_sKtj6SReOi2gR6y#6M_H`(G5R&83DtAg($Js@GqlwLTi(Nna!QiW)d*Ne0_HU
z7^pwBSaq-2!u)?jxO)hUO-mYigr!aVGazly)&0CK=^H0<ID|mFP{>jrIs`1h0mh+t
zZA)JZH58~xS-gM9ZO?z%4k56wlX+>QF9%#)a9g0LzXsr4W_x|&QmDJTy9*|hc{Mg>
zN0o3X9N!%VX(wU1jkcp&S6n|7bug9)er(;C<6|6`T3X!&wxJcqYbXYpu<BsxkI6Kc
zY24!CZpzMYrwI0G2KCR$x})YdS8htmQo`@^m`Dwt2p|Hu!b^waHh#7WyL6sj!%0yq
zu-3~EpRF;p1NRR~e;!Lq%S(op!j_KY>m_xW@dFBqp|Ej6{y0duJUrJLi|QO7W|o4l
zgf#)N7*;0I3<5{;TA5mvAtOAS*Vlud5Xd=-c2GgVY<``xJ%V!^VZxX=hF)(q4E(Q_
zIA}%1fjkHx<jWy9yzhA}l%M<PDM+W6R<_f7DcI~qRaFAIV6}~B$Y6KIM2V=zYu`GZ
z)89EaSZv!>d*6k84LudU0R4Y;=}1ALU+(=b>lfA4!#zjD!T*VkWkkIdqxLP@5Kng5
z!h#e>1t1b!?AS@D*wJ02bY5fszYEm0pyjpVH#n=i@LK@t|Mq7Lj5|0aAs(9&Wt@ie
zcKeOn5d@G5WI-S}SVpwWrqLe877#H0Y&dYiqkWY??NL8L;Lw?sHEw>naDYgjME`Y3
zpw(X_Sw;fWK5Pvfm#AuT&$~assf@nYc`q~7KUmVp)_@N?5^@Fn%cPG`p{zv>2R=0e
zc+wDT<L97bdd0|Z&+&g3uL*9CgY!r`=IL<@=i#Y$plLu>Eeg9EEz)S0vHh$<S<evI
zhC=dZEvMcfrZ*6@zt^kzNe2sp4DANga|E%A;OEoD4nRlq4kz9Kn3#Y#DQ;K$b6exH
zLw48>@FH5^hP9|;C1`KVxWB+N!HYf}a@2?U1bZ|g#zfV0TGC&BOu7kVqb}io`Usr!
z1ji6dCLZ~J%jE(k#8}&Lyn!6ya?zXyRT&u%0foUONu;q7>>_xMY=JC7pcyni4yw&M
zf({F#;lMpS=Lf4J7nB|S#gnC7tm-C&btj)diPn*HS`}bAE+l=r1<KT}Z!{Iy&6uT<
zK@gYSOR%bePieQlV<2qaQ2o?h7J<eR1Z>8AdtkCCGp~dH)m6CsA<Fv3jcGu%SeX$|
zpPpQFF%<AE)E6L53M^=@nf>lu?q3mTs<(iAifrxx3l6>FvYmi93&3F;@m^LZ#w3#-
zAlYKNPYhp`b8iyj6s!u6e@wkhgH5z-!Oq4h2wo!~5q%xE8Ej^-GgzF!)q=|bhLSS!
z)7#Q!R}3?WHGqSKr`-t)I7|Da@?+o<dP6KTYABA;<p3*2y>_*Zx%$c&$+YW9q90Au
z0`Dl4tK35hl&zbUi9<s}d=vZk?L)}>p4&*9`VUH$Elrzx$sl>RiS<qb0Lp0i|ErPv
z(3AQSJTO2vUHp_~O?jD_*f{qwaBow-?4!fqZB^)mK^PvW8JY$+bt)cMbn}o08vVd|
zilWBlQkHhacAjoFZlFu_2{R4q)T9`yS`~VBx0~myZPs>KD+tAS-Tx$Lh0`|st=RH|
zcB|B!oPD@1Oif2p(whYoM!`yWgXm~bT1>)yR7+3&L>RZ}+L6Vw2`a>Uz=o^)<sZAY
z`({IqCX|cAl`-hyEoYL@nh_obIIa!u?DR1qHJ~QN!UjLfickvNq&Ky}e+;Tu&)&z7
z;93>3!v>T0U{bf0gJf=(H76SzLT6Epk@?-NAA2+A2)S8$z+}T0jKaVwE3=``#xf_C
z@a4;F1j^7XJLyfD3*rwd2(&FRoD7Z<3-1xQ6N4@%`+KD{O>J4Vs*lfUh)b)M-Z9N#
zW41V9zJ*1gEML}cbsW5;qku>-JnUTGeXy|N4u%gH-e7m<J59Xf>KryCdS^T|a=hfI
zW#qy8l|uX~5MGus45e5!BU&f*LLA${SA<Ft!7HkUhJ$oxmMJWSNcwtu>M=;{CyMOV
zho|7o?8oNecJ9~OS|QdzlJ`$#Sug{GWNRn=%!ass;M$KxEUcB`8d65d0de8d5^g5>
zntKHCm?!6_R<(*=;jjikEdswp4ULYJxraHr(I-3Yxro03;6*n(3f4Ydq!tn+eV;$K
zqC}|Hm8YR_-~WyfdbMX%qEiP8>Gx{ho$8muk-E3bK6CseY!)$(Ae^fvVFi5!xFE`w
zfRX->>i<I?kv7yrkhj;hR<BZk+qbqbOi0Nfo`EeUyUh)mGugY)G}zgF#TGz%=mY#=
z!8V6Xvgp%J8G2*^W9-dM2gHG2$BV86?fBn`ME8*~94h56{V9KsOOVH@y+hE1?d^?L
zGw0vyOMFeeHsW{;<gSJTE98oOp1r;d-}dX)*0CQIFK01@sKDe@OAC^w9k@qQ&xHjU
zk`8vZ5H6GOb4G+=3;u1KniJuq*CDmVrcQF$h2d06Cxx-@U%VC&YT?9U-m-*4OZM+Z
z=W<W-wyVL3FcX{K4$8v6kqI$&?#w0)cvPnT<EX7yR#sl$_)^1_y&!^S4POUG9N-qA
zY^p&Z=D4MB2H@xS{EDhLyj01>bKL2MAUaBL!UThZ_zsvv0xU^dG*nS(32!?`O^RW9
z*nk~3Wa>dWI0(zJGC}S5+KC`log2lzW<ymtd|B7u`~!2O-|%%@-jq9ust&h#ihF<J
z`_WN0R84Pw&ONg~aTp*i^w|loj7m4x#(xBVR={)!+&vgI1yqzu7;)cR8F_tW7j7?A
zi5Mt6h$Igv!TMhRC61ho<l96hIGx_nk9zCF;e-{$?<vXJ=b-Ko;OV7Mn0jH}?hC(;
z>b1`bLnifHw9Vn=%GZcNBmi|_6Ea>-^ud-{8I#unA#6gsfzIYW@-TdE*q0#R4QJ|q
ze8gIdKa^+@5W!}Flfcyf74ZKXKC?!|Y;lF+Gimh5wplvTs+J#~`RxlUFKDIDq?IQt
zr4qac3|}yPK;1;+b{nq!U_M;n+4-<O|Ak)6h~r`-fb;*TWw*EN(Hud5Z$`hsb7maF
zS+EdrCje217Kpqpfn|-E5-|=83=W<ku*us_<`ut(w(L;anVx3FnLc!TYu<aU@(Y)+
z@P#7JSERokn)!dApI#br=_JnFJQ7`OaR5H}B@Vo5_b(lNf`J@*o%dK#$B$o%^lW>G
zD-UlOg(<O1(5C2UraG4xhd3y^>peiuE#3&>*(56JG_XKXZd;)tKr3Wbe+j519xjND
z3^ZZ&jU;fN>`R9qVEhrKXIlQU=3HT&u!A1fob#X6zCzp#+dm$j@vtAhjR^&QBD$_$
z8~@m)XP(D|4jIKf`yI-KSp3*92guCIlA|U?$$ZY+`*%U&qPcT%;Afod=&n%ahDSvy
zVp$d}oFDDD`WXmVWDBb~g)!(m7?<|Yhk9(zWO&ZyH^Eln$KlhS#S;vr1|M*?;OA|?
zc&YW8>~b7m)BMfKjP0+0q`W1<2JUZ#VR#3q9Hjtyx>iFG=osKif-eCu7DEtjF)?R@
zPS5AYg5xl3SNR`R2$Mr_2lMAT`-UR~QREIf-pMD;Ei8<{m59A3n^$ZEnm_h#XAxc0
zZz!ri9g%jvPmrlV?#!e73sM5k@~guYZkU-0ZLYgCUq$K`=)?En0ZWuOe@3F~$9`y=
zkWo^CTNMBL_3N~x=nMMu<5psE2)ana9|iUsR<zaddDkp7BEZj~s~UhL0aUHyvLk&Y
zlJJlNQcs}secr_w#$n37fy1I%vSuknk=aXpjG<Ke2Zq7{gzg!Sdg~7f(O79|y@hgx
zzE@o&nbaOgK7NbS^CHnHWwXXOj+4Hw0PcmrM=$aHD_ti9KN2S{sNd*SF}+&zoak$O
z<4}4D9>n-;xOoZ}Qs()6UHTro8CAx>UabrbE()v3zuSv{e{b0xAH`Duz#;;M(IJ9B
z>sig=Hl0eS<TPuBz+^?q2nyi~jG0iBSTe=klm=}EQYkb!*ktUWn8Cb9XGzgieH?RX
zkbLk!;K?E1iJPC_w()){X5SzTJ!!T;@!TQJW|zOaWB5;f;+fg`)tVpv!r&u_qS0X}
zUhTAL5O#2Bu#+gf^Y=F1EfI-4yShssqfs!4ys&sLl1`dOeYClL{dq;jEv=P4l{Z#}
zMBR_k3kDRJ=Hcz>y59TP%jSR{7Wg41;fGjRdBBxN+eJ6V><Fit29W#kbXIVzTdr|L
zt?2SkdR)5|{D!Oc3<DLc9ffl1Bv@r81uA^}<h5n(_mFCYldTS;SjC!^G+}jV*`<3=
zap>fo&TGu2Bf4!6sqi)kixfozxrJ{nfV$u}3KrW@{Mq1p(lK}!gg4r|x<=w$#cUJF
zpWq-riH$9rTXPl8K=(mlCW(pah*tDF^DhORlpJ-L#}dKo=`p2-b78_-^`g&j7!$of
zIU=`QZHVJrMjB-T;f@IJWD0_;lYYb<H5EV(7|V*Ev*h;HA@%(K6s}L`KR~c|%~vN&
z8?b6bY%H%~=$O30_3<f3DJ1fy1AD;{1px>ud2U>KjVAgS7vO|KiG2-QCfJb5ft^GT
za2J9bQSPnU`~h7JwJR0jfJxNXit)=fO~MWoqieN)PZRS$0^%o#oX${wJ7I``qCHyu
zAA1N4At^Y-%*-VzskhQ{EZDz(>={}LydL7k1qE>c!3Q(cQqYxOZU_}A-UK>&3<5!V
z`9FPX&X><|7|0+e<%(DwB)iMaw|i0ILHUHE6Gi>RYNZtBKL{$s;u)LCNH$%O&a(oo
z>}<`i;=Cn5D1@-blk&58d^^!e0q};EvdDyOU~dU%ZvSsF%3nhXiz;FgibsI14dG8j
z(+Bm?#fu*RXGCY0VFjUw!jO`P2Gq*JfRY^@t+?$cf$TNMTpXTSU?^b3OjM#XTTtt`
zO!unmJ!o?%U9Q`I`|;9}6FQN0%T-SUa-3Jbc<Zu&$X#Z-xd^Iv_2x+!GDD7LTJLq`
z`er`1Dm+v>&{q?>?JkN~rikVf*PlSF%kta^Cw};%xDbQWf&Wywt|t?xQ_g1h-Wtgs
z9UawK@+2s%xU{idfIxw$*RC{*X*tYQR*F2`{MdfXT)6WTw<wy=8gq_|F$Zot8Ihu=
zmK=6HfL%p|-<q08f=r5cM~t0;^l>vAwJ4?HZ=pp3s)T7-YmnP1&w7W_9+1{FGE&hD
zqlZQ>iFO(AgJ5&ggjNtHXqO!wKOD72DT+}-*t1vZwbfV!H8n|)JP^uGXdN>rIyoKj
zlY#6L-^PCBCyLLvXg0lYXvE~quBl+P1vlX9fD*%r=@|i*nF`)Vv4&HJr}vf7cdEfr
zmGztFYy~Ydu9%@%!quJR?}M#~S@Qp!zX9Z7w$-`&f`Ahg?dUHN?K(XTDO=MpBR;Z%
zLPJ6BvXt47Nf9_CXb%cC+Dz@L$P+M>LuCLoS$(#V7^iM@{{4MHBk^P-K8#}0>UUhj
z!RMhF1gYl;IDN?|7EOm~7J??A%4xJI7Ak+O{vtaYho3O!e|6wp==DbZp2UE$Gi8w;
zfZR74nbLm2lF<!$Vh3P~5z%3ZX}7<;=%n$9!|g8}C2v8?MyO*hU5dy!^-inuInQ2W
zfU79^h&wVWYI1dn_+T4t*JKHl>|Y0m-1mhhCRk!mU=74|=FI=o*SW`IegA!23#ryQ
zbTFE9BwB4rIjmxBscZ=&hng*=a*Q0WN)%Dn0ZF6U%4E`E$|)krCQ&+*W0Z~#3Au1T
zKl<JO-1p<Y_sC<9hvIu(-|O@JeBSTZ>76i0)n^A1<ARrttY75dxL35YhCfyc58*JK
zJ%4_>b4q#>PuU^a#i<YcWpy+(WcPiu%O-`Mm5?I?-BYXdHsu{j#wWOgY+tMrE=u9o
z+q#R26lmR4KaZQfKH0iRdui$eb9?*!#_HCqHkC|#v%iYpkBTStz&#lO1PgS&U+X5|
z*Z77Pj=%ika8`!h92!*j;bm7f#HmzO2Ii^+zP_>E8u3m2h0)BYyAEh#U}?K;TgREp
zb(L67PM$nDwZSMu&XwB)1Pm|?TdC@fE#O;?gEN8>S0(*gEXE#y(UO-EW?a|QSc&y;
z^~~!{TUi=GlaN544vnGT{Mb-Nj2b<9aX^5+O^Q;QP2fF+N5<4AfbfDy!$ECndH>*=
zO)+y@T<04a?w_P!-fIaSSLydMMZf#iMajA~8q(;vNP#BlR=N$uQC%w3eEJ<`m5!d<
z9<|?J=&XmT1rMM)eFsSO_1yEX(PkTd7on|uDy*(y>jLUzXm*BXqSyXSBVdf&E051T
zhn`C4m_6=O+`+0lKv-sJZYtTAxAr(*AxtgcWLM;4>HORPx0?l2w?|Fl6Xuld*Bl-<
z!ngbN<&1{tHJ$fTCD(!FYrpa-So5H|fu2-VQ=4oDlAY}oEsv%CsGTIE85^}WWoNS2
z3aUh>z7ePSwH6lcHCG4p=Jvhqt51fr99`<;RjaJ4*47y3Dh4pM?oyNPU~5UuoBWX{
zE*!HcO(nJLiDe}P2~g5|RBW8{Lmf}1MZ>{wZp%fQCngbzLYE2gcfPoMbr=G=s{=<g
zzokm)&Dm^tHTPMgBi`(r94JmMS+C~_+9<Vq6Ad3>EN<8^w3LPlB+2`eMAoFgJ6$=X
z^dT7AlQZ+Wtup{+Crq5U(b-v@dIjK5+jP?~+wLU(S-FcY+HE$i&Z4D;`8^%gZ<Xh%
z@rFkA$Av-&8yU79h{U{*UcZ0gX?>If7f_M2_Ym1by{?s|lZxIN(HFRx(4;{X5xT^d
zkW!?6Qxa`NU2^}vB?yBcH~^@N@7oOA;Os0KMe3oIYmRh*T#3y=C!ls{KzBv8(zYP0
zQIgAlgr?gaju{lYoO;NUH)wXZ&ckIIGsY;<*TFS|;gfF^(;g5rP;&X{D@ssMaZW7i
zEO4+fpM7@amHq@5s6Q@*O!hoZo{bBOVq#)E5wo<GEg8`@Yo1!YvhD%*L9tSDXBtr;
zwSO4Lu}pb%uHv=8Y#$AB6KxQFN&<ed3R5!ZEKK&ypk|C6CA$;Mp2`4Ak5I*N9{!@~
zTysHNC*tJ0Au=*5XTCFDw3-Mlwm+z)a&MLCGiKBh_iN<P^{<sQZ?ZbSWl9a)PUY6}
z75dWVYh-3tzx#0AiwcHyy({l3WpH$$sV@>R<S)Dp+8ns;(8x%K`{8$1@#9Ts6i%YI
z2j`(&gbTHP-+&lyB53`!pXczFwZ&AL8&?Ph6nb7MUC>ivj+A|)t)_9Pse_=;59pjN
zHXoy|f6THaVRDO(XJ$U0R-zaf^1s=p4<>KyKp>*H9Pb-l+B6muWQt--)$+}~S!iuH
zK9eGZ6Jc|071h1b%#vU6)Y|?EyX|0nO7+dP*94p2*HhhRl49u}XbUxsAna$N6DS5#
z6iyJbM4bxCZ-z>UcBuT#65AD>*Iyf;Rz+fiYVjc4B%99P)jJ!I6d4Kc1BeuihL6`Z
zVwt!1JlNhp79z$$5=%;pR^IYddkUTcK1VmU(v!D0h>_@tDHp&d{<{!{b}O#3t1qOM
z#>S4?hRv1*JnQ8KT?bZ3%%60B3?Tkbi!lxDT~gv#nzD<IQ)scU#}Cz^S`l?|i|EIN
zjR#=qfYS>O=HeX`Hin$Y<-l9yW*KgA+RTJZy!OygqMuOPFlQ9s0DJu?p*;wJ#~2F>
zWgm~Uy>VF$EWR-S)<THNayY5ImF*X`qQF=XR-`_;m}e3Bj=HlEeUp^BU47Q96;ES7
z3`ozkjMjwmD1Bzwp+|+HADAlk4;r%m=XmUwf!qxc408_)F|f{T<F^aOfNx4!pibqd
zS0E)Zx3hcQ?v85nqj!lBe&ghKt-JLseKlOSV8alLVIR?g3m2jmls}|`#`yV30)qWV
zyzgwOhi+ioz=Al5HcWHbL$)Z6WxP`tL5DVmY~dlE=#svZA(m7OX_MB)Z8Z4A>VWq)
zyE|c*h2XPI)$^-bvt>uG;@-ky*1!a^Szr(F!L7FzzU5?op45jX%^<^eX{4%H1)P1~
zrFy=5ep|2m0mE5Kjr#PN2Dz=MwDehsvV9HO{-dq)Gi-0Ye_a7OR#Ol*CjM5H<~p_E
zwox5(!9q+;QQ+UMtXytq_ZcB{6xmwEb(bZL`~Ug*Bn=9#R}5Xe0$7!^-){0EwSg*8
zOibaEIbG6_y|rnyh$3X&X1}{*ilkj<LuKs!$-31&Z?=g7WNwr1(9gEro76c<cF{<T
z-f~}0XTXbJ_Sv&5Wr7h@lm<cu=9ilp&0<F;a&d6bBn8|>-zTlkXX<dAZz-AXUEw3g
zj@1b0>#kNlw({BEk@z<i?YH-M)xuT>krv+JV@jIeIXB>!S_}<}6wkrY(b0;5hI7}Y
z*@W;|_*%p#T&o?)s8w;zS}Msb@CPkc)XmQE3_JgA<q2MpPy0Qq5PUr2OY1Qxj-hD@
z26cQHbglNs=7&}`k-P)W*$`UypYj}2EP;Nu5dwq9B9u#v55GRA!3Uuc20mmVW8Fe@
z639pt=`-Ba?^mt*q-I7!+OI`_vO(+vyl<wh6G_jGU|^|{;d}S~)YscX6$tgS+deg+
z<A`ZkKba?D>kl11Y)tRvn$tCv(~H&Q?{~b*I-Z|o4r+mr{ZY3e4;1t>0QQ(MV=n%b
zJ!A|-IO~zgpU^J;r}wQ=s@fMSmTlK{9ZBBrk%pPmyNh^RQrq!>;LLs#iOkQ$ibE+X
z0{u`_pvHRcdy`3E`r1Xj=wAVYP$`0KwN*MG;uMW*#e>aHGNZsUP$cA`L_;+2?!){v
zn-vm?AuCFV)fyWc6*c8yb*T}=+yh<?k0GuIbAAU4k7w+9e1$Xn_igmi$S_=Ud*%uK
z4m3Wc(|%yml;=T@sV%@NPOP4Zap0J@YuV3pT7>a{2!g#3Dee?GI*(P>UsN3+y|G=o
zXQ{%I%e-W*$NH9YdN=%2j6y^7d*z8{Z9=Etcyqj@J=wvXfY3H-n!S5e{X%Jjb5IV8
z`2wuS647wP2fnxFBPryKf#5yOcox6ra2M9{eoz?YR11NC!q&S{?Pb+OSS&|gYVye=
z=Lsvw%9;q335o$y56g*y6?3k`7c)k=SUUgx$0UX4?S3D-M~)Lg<p_yuWMsmnIX9Lu
z+vQ_{KL&x8hMu0UP4Y#0h7pqHU6`X#wB)XsSeyO*dYeef<#cXQIs*1-22N>G1Ergz
zGmWie1v(poU;|_isqzmp!8C4zp|M8teIxOZfqVv`8;7`*qrb_<{t~`m5Q%02+a3iY
z7d$N?z~h_h+((<0Kre%N$j#{??e6+&edV2Hhjw_eiAhK^lY|s7g&cL`cAmI$#STTD
zslgTN^9SG4ykrsncJXBO+edR2ESL#1XY0d9B)2PXcD-Y@-^*E_FIZqBUbh?~xjUcQ
zEw_!7`n$}nkBrX#L~JM0)?yja&m1{YgdvTq$>C+$@p9P=Op0nf&zB<eH%T={f6<w*
zoO2ajg4pEeGqniL{Mdskx0z9Uv$OTlwdz5~un?(`Qm1RKTYw;jhBV&Tn~`L6sYyv;
zFq)B5Mv-I|IWBG*{Eg#p?H$D4m3ex2z_b47<r@Zuk0J((BGx?hg$w;3Z}>Lr$*pZU
zZJ)*a)D7+@YTA>`!g3PkyBoC5ohxzoj{*D>XJ8xCV)mk_5o$K@qP}*AzUzYwn+KHE
zi%~OTiUo)?$khA(@dxH+1`UJtTWB5SsO6jgF_UoitB8m|KQD8^X_%Xb?cK|s9|Wht
zUbKYx3A4tuu{1Xyn_8X}U=gA0e*fMB909%$Y!WH_@q5lztMjvt;GqP|pz#3Iz{z5h
za^GA}Lugs$gKzFeV~Xxo-z0Lfy87wB&FBM!Vse~{%2Tv{i0N)8dd9u>`*Oj8y(<&r
z-c`~{vquIj$W_c+6}P`we2xJ;Qi^;QQ<1w4Aps?yiZaACpnhTyE;ju)y18BZWE2v5
zUO7!O=wr80mZ{C@e$&=v``gOIW_Wo8@gri(9KR%zZ<XD>t0Cgy#8QKx4=~I<MZq!{
zNG2Z~DdcjMpQ)&9LUgNqmWZ5K5y-;(GJCQ6q1LH2cbwCPuw^V}uH*NXmQ%&fmtU-t
ztCdZ^nUA$Q<o^BpQ~VtY3YxYKLC~6yA8#g+C$)R4!x-4If`?VvkWY0mE$zvh?(<&$
z;NfvWW_d=~d3j*}0aG-Oa1y%Y_ILx#c0GA3(RF+v3LkDD$Ua-5mxZ;vRsQ;m>t>IG
zFOILka^ajdA;r>^iQqSeyz{EHKmW<H=yE-sX+ob2A@lPbU)z*&PAuQ22bOk<J$i1b
z{xz7e8FkBhw8rM9r?~OaC2*?F_ife4Me9Z(+x&MVDoc)Os#B0hM+6X7DOtC!befIb
z!N*CKm6OQjpnO3<#r03E%2=!Xgwd#z6#DJ7XqvkNrVfeiR+=!u&tmW+W4!l_heZeC
z;O;u?IKBsw8Ow$z_KgEkQB&$R_h`veNXt=~)12QB_^7xGl6SwWl|1*<g@3fLz_wTl
zi-IP>+H2=0ZSc5X%$XBJF!tKn=wS3u5`~1!niD_r;fm}P*=DC!t<Vgz5~*Nx7Kdc<
zEBW-~_G_(IOjxL)Q80PE)yt6L1|f^Hw*Jq2bo+tlD`8&yN4xZO^!2K-ldDyeMw0q?
zXi(IChf2#)Q2PQvAONLBZ1L=qE`>Kb+S>&g#5N!_4wuILrDj!gy+OTxg%4eX%&Mfj
z=0)ChZvhGp{Syr0F;cd)gh^W;a+gnyQ$Jo6Y@r>K`gliVh)0)+EyrKPTMO7@0rC*G
zR?qq#2JAS>{gOm!A|KcsdNJYU5pmxcY)?MYmK#og*G<jbM0kV<jC4rSmf3S{=RN1^
zwQfF&+H_(p%ts{V3<=3kRyecz%y_%?lJ$kPZekQ31v4BX`&j9Q>kCwdi)}|J9zEV(
z>1YKgb~Um3v86s=$0hkN-RGN(XR5FhzWiT=q&o#j3z93@9u6Elc%kmh_P=B;okI>r
z?f9rQB#S^(StI?gG_$}LA|$$%s`@Cb^xiMm808e^-oCJmkFr)I3J6gt@n9o6xUqj&
zj*l5La^%-8F4_pQ{{Tlu3si<KF}2~jlL^IY(LaZ#v9d+WM6*3Uq-6cYmTEd7tR?%%
z4i$?1+;b^&q|p@?Ujyf3dyz>rOK3cQL$w~h^<9Kz>?8#&+&tFdi%+bjW5OHJ-Qle?
zAh+RCx-fv5n_nYdB+;xUs_FsPZU#RP2SQir_BYCD7JD5k&yMC35GL2WL23}XL1OC>
zvw{nsv2-{al2TKrp>loo>Xl}uuk>bwL#5InL=McWVUrPvb5xYq_2*@<3jMtf1neQ#
z?cEi$?GDX-!z{m`4Yvp~R<8vJp>W(SYI{tqZ?1IMgRY(q+)tJuZ(hVnj2g9w!iLNx
zkj7C?Z*G+OBOyUa=!;=cMp#N7{=Kn0B7c3FO&17=EA-i(<x@!tjb>nNIG|EP=d8=g
zhrvjNWQ`MfeZv{q2l=aL8$UXWMQn2UpvKT@k2p1=V1%r*s%j-tBp9Lui=F~f=l1~n
z$v~x3+q|CP{l=*st}gkQl|x|E_P&noOOx-lLS(vkHrHytNdel1N1^cl{G-X0Ge_$0
zaq%i-%{5{H=^1f=Q0j8oTg&bOf^^~ezlCPBlVkB3V|;41=cdk~L{2^y=aLyF#GRx&
zh%{P{=9)#Iv`zv0ZBnMfvxx#vc>NNLO5qg9Cv9D7^}%{9gn*dnjjVs^iSOO`8KV3p
zChHhj@Jx)z5{59^A1FAXF3vq?7t(pXWCZybI)P252rUjIB$N_;(nSh^@s=&GBT7Fi
zfZYK?4pL1+#|zOT`J?g6K9fjqifji&X9WN9p$8K}C$y56Ha}Xtc5O{W>1P<AOdURq
z22TOOU4^=egZitaSy2heLvz!+S~y(0sycF*AUv7ULX^V@<@S*LIzC|<=2KJC`mz&C
z1lfy$i28E7*nbe`m>j*55VaRC8Q?eS-#FZ5+-6}pgHpPtnA|}6MBDS<BSn7<2Z{te
zyR$AF)FA9jf1_f>zWBI=jiRZWSlua~n)6|%SlnHAVseb(aTOCV83TF)Er?WVaxXxr
zz-w&V<&O6FyJ#b|qZehLfLyU=bS?UWi@gyM`}Va6zYPN>_W=B~;RF8_u|~I~PGb3~
z#J$ba1nl*O81>o9GuA4qZ!scIEP@vqP=vfcEOa0mf@nH?c&mwSxpRZFvM!=HiU|bs
z$YE*BMMR(1v*)PI;{9ICkhC63_%%AZ5WTXOVe`%rox5VC%R$j4>p6&q3248I-Jn2J
zO@hKX&n9MVU^P;>dpB&^a*E&|2wWl`D4v%lt^VL$R~(xBLnY^!u%2(-N?g}ckQFqL
z81YLpzut;~M@-cblf#fl)o*g>p76ldbDzUq>GE)gO6kp5=qSXj?(zO_^w126)3|YU
zei3O)+(_OAca?qU5E&ML7H4$s2c(5^ngX_nG$s}ig(u2IUJ&Tt(e{@-iLDOQeNrB4
z9e@%8F}DIoL3{1Zp1+i&b&XC{2n$=D9x`i1I1PMRA{;4gCq@KrSQ-70s)0%!5C{dA
zm^BIL2(xH0V{5YYM<J)bwk_}o=K>u%`Z=d9zYyMsCeZgqQlby5JzX?>k$s&ba9aij
z$V)7tcG@nAki||`Vu|Q;;8DcV$-p1RC4Ot)l&<_uM^p~FM8Z?(T*z&;+V>Jw0OZZ_
z+*~!f8jN=+*7!Sd-y<T9nakYfmFnblsvGq*nc>xc%H694cY}s~w8yE&DXmUf*C>29
zW5I|#c$#R`Geh)v0y+?v)^n@5dQ3@g(MSMp3OEFdbbly?3MYFbN;lLWT76+cLCNNM
z<rNj-)a<+lrXaw6BeO&jQmUtZ3Hgwa#|hYhCm4!3U}q#HN$>6x5+yWf(#~MEPN5&_
zKic4az>f@h(zNNi8l^T<4{f~j)0x`>Vim`PAaC#K1x(o+_r%4C=LE$DsXAYb`xIY8
z<Z-z{gG%+zIYP4L0wW3bSVY-WxaR&QY{VqscI`5jY7OB&*P8<XiHVfC)N^9IDty(`
zvsrKIqSv^@#>j!>V5D(cyLJcN0<|6b9pPG4IKO6a-Mk-ea)eMhQo5CPPgGR=Dz)Pw
z#Nqo2*S5NFomTozj`Dnij>>Bc6&So-bBa+oMUOO8$a<-u)qHA0l#w&maH(3bqo*Qt
zxnr?wn$36>m1FAOxTdMmh2nDXVC#8#Gm2LT`R(S-pY}Tvi39N2d&I=p_-2L4bcIjg
zH$;ahv^WR@+s;P@Mr6Io45zQ@PWjTv@EQ+mbTCPN_W1F|7jif@w1uKgqnLRR6kIgR
z8<jvm$!5U9AtE#KA+cJcCrrrH2)cY&s0fG>r6Vr&cbq+Lq-<VW75O=GVX^+lz{+|t
z!?oeb6uJ_MkbmvAJuz9guJ%GkS@XrrmhiZQDKI%6s8sEJYUM<COu~)OOl35k?sxDu
z9v;(xIFGtK{(5EL#fsMilLILkBNF76$Hy^~I@Y9i6Wr+lT!k!TO8)q`?mmp+;+6hN
z91vnpC0nHuJaNdrNhVPgUvT<DT9JW`T3n7{2H{(GbD9k2P_Ujyea$&7KqZ1qtk|j=
zP)G{kTYPC~XlVUApWyI0v8T19Tn{jZk`y>nR$l%j%FLwIf8KlXonYE@1~3})znM0(
zOoY4KUSw^Q_f)Jiqnr<}&63jxp}qaWf5NBo3@sZ*j*W%bp^33c7x$s7F%FAznZ=r)
zN=jQf!zIzP;ImXuEJQR$72F6&EfSkV2J#xOD)w*H1LM@xIuvdc@Bl0&A{dY4%qXCT
zR5FfsGbv|glwUAirUwVvye*G|mro_qC~^ZLSi1fPam+{BJg<K10(c2?V=IdL3&w%#
z6dAq4>9G`Nrg-!@*qxvkDj~qd{eTy-Zx1=&qopQx#Qx$D=vWjK;Du~JyU1a<fJ6lN
z$V?*1F)O$=armBVlef-`+hViGV`y}FldNrYOnKAKkjsZgkgg2C)VJM#+quUD6ZWi=
zo(dZ_Wz1KH7Z;BE;`7kZOTX^03oWqIU94PZZ>(IkSUYcp>(!8qf!nM@=Pw$n-t@Qp
zOyf_(hK_OmE-C5K(Xz(B7JR7^xu^biY-g9WX4k7$Go`lKbE`G%6>={RU!pX8PvE0a
z_J*gKXH{+-sGslGE6tcXZQ7N$Qd*#8iRHNg!)um~)Rjg9t8q4{+_((})!y6Vuj3t~
z<6vo+@PL~ChKp`h`s-+Y*c{WdFVEPdoLQCR^95nY_GMsjMUTcyh87I_hV92gWhr~#
zJ!cDyB=_IF`@6METD0ucs-5z#wsrSkdpBgBB_AjI-sX8;XlEMQeC@9IS&;uzF7lPe
zOHBDCkDolbmu!`qJ@E3&OdAIWD}7Zf?U-^JYOgnydai&$4#Vptg<IyUID2}UyH;hl
zSYEMz@c8jjUjCh?ci(n;W*j@6n7F-Z`3{HBiM`|e{r%4{B*M<l;);F8@XnI;=4eLD
z=f$=E6jQQ3YWdV(DlUO_w=c<!?VM#a*X3I6_bAX_d#~XX;m^Kr95vP>by+<pR%LKk
zW#uuCjAL~zoqfIfSJTy9I_ulJ0}*N*n4TTjO``1@{_xYaZa;<@=ZF8cr2<T3fkc}A
z)A=J>#jCWGx+`98`0~Z;W5<phDeLXc`M2SMl9JNcAt77c+-hEzLHgdlb!)#NqKA?P
zYK8&dCzg*7dsJ10^5FE(6_++wSWZ1Op3N|>ear8|X0HsL*sMbY!j&T``-%$-cQfA3
zNIt3hZC_%?;E=`D!y0bhj8MM+`%55o$II^W3KQH1N)B9e7@`-TQuBO){-K4ow>PXl
z@NMw71B?c{50n|V#~?>WrhcTZ%ntX^i85E`7YvhGt5PQ~GkbXd-=+_ciC9u8BUAXf
z%m4Ui&Hpquo<^^l$Uvd#qr;{j_;$m(b&JrtEsB&MH%;Z8%+-WCJk~Edy2+;b_vbl}
zA3iKY<$CwE_b%08vxoN$k?CCP@4u$S$98}HpWjcHH5k5DU)%H(!*g1u(Z4h?2H?Yo
z_DyB=GKG^}c8ticJ*R3I@aL+eKll|d{*BU{sT9t~D=rmQd~io(PC(a52&g7TU(bvw
z_UmdrrK<099BG4`!GyJA>*Qq_OtsKY+IgOkS><=rcl?m9HCXmJ2@M~lU7lr*GKIB2
z$Xp%t#KlV2wdyW{->()fO#V^pv~$`SEH|6zke;`Qn{;(h^e-DF5_?lqQ|B)yu&c4e
zGyOZxQZ1L&4=AjS7k9AIQ{2}7`^No0_g5-+P%o?5?cDHBW%%zqla<D27q1QaFQwC5
Ak^lez

diff --git a/_images/3e739d47b813dde4c2484f58f85c5a6400b6e2f0fc99af288e595b03dce8d15c.png b/_images/3e739d47b813dde4c2484f58f85c5a6400b6e2f0fc99af288e595b03dce8d15c.png
deleted file mode 100644
index 400937490c233b932aab644393a3ab11e494ae94..0000000000000000000000000000000000000000
GIT binary patch
literal 0
HcmV?d00001

literal 76193
zcmb@u1yGjl_caOz9V#gxh)Ab2NJ%Ln2uPPmcXui!DuR@hfFOv{-5?;1fOL0Dck}Jr
z-|zdMIWy<XnQ!L2GrXeQJkNda>$>({d#$yfkY@^yak0p-P*6~CWu8bXqo7<hLP0^@
z!9at533!5A2Y(1SNohE#*qS)G8aNoEJT-8#v$A!vGJkp3#n{2o+}4JRO@NJ)<*u2N
zlbxd=JG=G&T)<}QV9HLdaCHP;1k>(`rXvapz5()unko9t90e5xMMm<`bGO8`30Jr0
zswY3UH$Tg4*4z?*BEHPp-$VVJ`SlZ}n~%nm1Dk^0WnFQxQ_W|2!$wSetpiIIzn6M%
zQk#J~l)LwD=VsUgiI)tFeG%2kOEZ{`9Rf?7MjO?KiMy0iSpya~#WAP@Zir(TI50W#
ziT&q$YBDCwR^%VyCk^uV?-Km?8m^Ci^8dY}Q}PPuzu%({;2`)vzc}`H*_6+_R0f?&
zr?&B@$USt5|9e5)(Vc}3_q{)lG4b&qD-oU?tb2|bVq;^w?+>VBVqpB7oJ`8qt-3`(
zpt4d<_cT6*0qf77KV>XSS$VbMN`!<`2A3D-D4lU!=u%4jPRq{%4NJ6GH#RmH-iqt!
z=mdISzkYpqbd=L&ZP-Gu1RhY18Z{37C~{vbXld>4rswA$wz7^D^%Y@O&%MvUfZ^(T
z_>l7S7lGo|b_*4k%{c$!?}T8j9FyUEgSFv;wB7<27Z<C^>bS38zsjD*uxP&i{8=~9
zTG;d8TITb?5CZzv&dy)$?QcInbX6NJvz-!o`}XbL5*Bqprsuz?8t___kUf0(kWlJ@
zHaRi7US}vd-*B-x0V*nLnXt{~WDSdU>HEVe-(-Bzv+%Y^`Xci_y4U{xalF=A>2scY
z%da9M2|7Np=j98Fh$O9#l{t0`A3h(R{H{X3wzkG}-RPm~#;?A<NYtxn&qvh{w2%mA
zR{i&#%i<+UUDmZc_E!Vb(rCK6y2jzR6Z!2^8{8j<Q7(kgC#9J8Weksu%q%UnL@J8N
zXlZGcjNKq443Kp`9GmGDy?hUW*qLuTv4$YXC-Q$B9@fa!tI?WqgD0Z&Sf-9))73IK
zg<JQls(R>;j-Q)9(cB!=_4%Rt>h-Y-NBW5>*KhDvW#dbWi_(7wbF!RrU?Z@ET{A-d
zXr66)SFx1jY3JbZ@?dSGdb^oCQOG?aN!U{jWAx?Am*sBT_Xz0Zr;EBp4EL7*Adxa?
z4Ei!)5!zcS5sddITaycxoXKjlHys-#7@sQFscX2vaHPtWorF!N$5y-2iIL{<hhL+k
zmA%`rVDqCTmPEPEOI@EOrKD~W5v5brVpLWbSGlaGdLC}5Vlf2X5Z9nPzD5E^<)(v!
zLoBB;RwUiim+PY?LWkpy@(H}5@H}Y)7VeuhhkGp|yPaHCW2K>dlWzXsl04p4I4%{M
z{keCrG2z*9tP>O-8~diN&NqGCc<k1#TTJVJr|Lv~e0<Kf8u3vQ1)bkE2IEihVz%fn
zeWazOwcnnV^4ME`G?c5W^!@qTXbHAoB)ww9$B)#FM1eO_KScgJl~Qj)La4d8A|Dtw
zhsVeNxJ*;aS{W^2PT;d0q_VWN&Aaq`^a%C)_wP=B2XXyiHOSJvkB^VxG^ma0#U#>*
ziq`dtlxY3VR7%@J9f_co!@$ByRnOBa%cfys!ittn$8UAn7!N5a;epNE+}0LSYCX0Z
z%o=kZg}nPJFY|x02MWLI21UwW)yn7{iR*oReQ`XN#2qoLG_<to4fcFC;~cW5YwPQb
zEG*f@H7O}#b(d<*AMSK~OZI91Nb^_&)+Ft5SgrLf0zN)Itr81W>gCm*FaEV_nVFeb
zr&d;0dlGc84*gGWg=10&<YSP9qV@cy+1=gEDxPXzU1YWF&s2i=yi?b64?I{Oo132x
zkWMpb4W~YF!1+Bjm25ebt2&w#8;fB#h7+n=<wDEN9ra!1+bt3j*CC!pkAt<g*VnP(
z%=ULvF%u9GHKj_uV_;)5Y58zRQd(L~Hkm!(Mykz!lAsg@F7EZ8EiFr>*i2WAjEuHg
zsC+pr2U#Y)cAuUf6jJgUnordVL-gsGnX|-gCt%<1o!Xjq#y+Ut?Rr>j_Gk7(%PY3K
z36N{Z`E2HUzDQK>v@@T0D=8_>FD(^$>|3zuRkyymNn_#s6iJVYi~o6KSh?n=roh8V
z&#>9qS=rM({W`qmMPt<HLPj`QLz(O30uJ}n)6-dW%AeKc<mZRm)*c5TDU*=UY0Q!S
zY5cGEx4Dj%)512i6h{*C!$dD);dQWtjh@DH*F%T|92cMSt6@+}PS6VfJBP2|y~EyJ
z>Ru{np-eMu`S6}nn9SDJHdm*jVRayD<xd)VvhRfe8ynl+#zX@A@-rPB`4=zllJi>K
zWn;^g-nW56U_DlfTA9Mm$M?x~(jDDzvc|Ko%GFkkZ*OZRn9Ag2Zw1ol4PxSE*D3Fo
zbh%GQ-M$x&ErLj*6L2(%9_=f)H+=p2^_$SpbeTxH=pb=vDXHxa_Bu%Z!XA5>ivy5Q
z^SS@CB}m~GY46_k!xuU7Ly~4ggZP!JS62qINFZ1AP?b5YC@1+|xYr)dVi#+%`lI0@
z2e|BWi!*%!ul38pY)zul8pt##uuc+G;iz7h=Z8q<VbQCOeg7V3wA8xehiVoRg&_u#
zGJ>gmGJ77XWk3=;+v#BEww<I<R8;gIWQMZ2N0?Kf)<XzOhZIu#$DG0cSLqC5K}vwD
zteo7wjF?SJTN@@lJv~9m6S%gV=U*}He+Wm9_Wu3(4=r#fY3(7r$g3Fs+j^2Ub4yE)
z<>fo?gqe>Pe-F{3fuD^h-QR~R{=FI3$FG$C{nmi)Us(SAB<_hA-G7U^$-RGN54k!v
z<X^f)e(-;AF|idKYKFHBF|67wmGW|58L+raySQDs0?KLr3kKfL!-0@gBJ?@mACf(V
z<QkmH0F|<$x3)Qy9L|>UTe``C0>c(k*sk^U^-yPSl9IOme0BABt*E<mg8N;u*Rcbo
z_nuNiW1|vbV6FG*<W6~FB85q3Y<)Pj#Mai9m=a;_`N5dQKy+MO+k9K(_Q65(pFbac
z&QI*Ort3%b12`D}_q}{I?M^~L3U<Rmb~eigD$x(o(L_)jv-3A$6YJD?sQMz+wynGS
zo9pIehPjgflJ`}<DNqPF1R&`fs$C-Ny)Vk&WBF{8+Qw8!I+I0{qnXv=SOrv7omz*<
zJ$<^6Q#Lu<|6QdR(#+_-88_KR#S$eH!FDLDEr|k-Ph@1i*iO|ZK6K6H{d8Bpvwa-*
z-@;_(UAb}v0~7N*VR%z>b1IaOqnTjlb!Jap;_&a!nV^)*_f6Ni9ZtB~J3AXs)q0m#
zRHzPriimg_!>d`@^p1ppl=O{kdaCo^!7|}4IK#hwNuHgZ4cGaKLaxqL6BfNZ<AMj8
zg*5wezV#!@dorH4CcopMQs5vpI_vL^44Qw3J>Z6Pf03yo-W@?nAD>#EF~}(913!qM
zoEjf)Oqg-UW1SL8eSz)%GiS+je|_xJV2-xq&b-XY{@-AK|EsTFy#na<P5FF#dt2ye
z+Mi!gaCUC45u3eQ%)r1Pdemp8;X0Dl8A-2hZEt_y(o!N!^4t&r+$1h3c@0nmWZ6PU
z7P3ovRW70Q$zHeg_4Tc+t&w|pN6h-eNyor|n#-i~E(;5ewzf9pgjfU#9gq+c?=)bu
zPp_|s78P*;UJ`{HP_2}fz{bK7Pp>>xw}Pu7A{IK`2yDsAW5*ZX3-?JVE8|O(4t=@M
z9<AyV7I-X!k6=OSfSdbkBasl+BGYclbFWm0;VmK}sproLp?*ytZO;{3kEzw=x$iEz
zd3a0~j6+@s!nxfbfiL_Eis#YsQZfQo0XyMB+^*jh6-@^GWw+2ylp!A{E+&TZj)dK$
zFXO4Ig{PezM?paWg{aTjhZ<qyQk#i(0KahnEJ{mD&rYW<O`vkEO;oA-`ZzdnPE<Pg
zq1#PPPG;*?#Q?O7h>mW8&4xM=UVXY*mwe};3y1rTkyf!;J)Eke`A9{6&jS`_wd|gu
zhvvQaFW}_>_G+Z2rXm0n5Q}1T?oFpg^sI)Fk=xqZV@#hc<%99=q(c6TeqG0=TbXY+
zBi@xHEC+e9vtLk&RqJ1FG2o_GNbI>X3h-SUx`&dcrY5b&j~}l?>i!0Q)q(|EC(-u;
z7*;Y0M=eJyXHaCnU*%+%&vr8VdNG1VZ2$Is3nT9Ffz*0p9T*s>B`PYq4ux)SY_aQe
z*7ai1i=#9jZ5x|hUO)-Tab<-DjcCa0{1~vXhFw?!vFpp#uhY|h{`~ohh8VWl;pSA{
zl*{psan9$@pIwf&W=^aL=oR`;PERdWR8*J~MLqV+a<a0rc-h$%k$Z*(82s^^X&n#(
zGey~p`YWs{6BUl%)Zl0MR3dPf-9o$afpY*%;BH{MmCy0S*q%;Yc<uh?b7jq{R?E>c
zKiyk#9GZhyP+#A<bLUQpqR6pP`g)dn-r$u{IESif=?#fr|C90?-oT=~`u6RckIgWE
zoYvpJ2TYaTzkT}>u%-~e#9z(L%34}Kl0{wU6%-VNPL|V7hIn~-omP4S;Z9e}ax{z3
ze0_b-DQHm8(b4G?lRAsd`!=*%AXkQjhAx~RPMMyc?8B>Yns!lC*VG)J{LQPlyf|g1
zn5yw~y+=c{p9ct|^D4g3&&|3^1#@#ors%i&KF5JdY0|Jx%zN^<ltQt_9WjtL9|6v+
zR}?*$gyUv5S?wM;cXGIi{}Z~N5V+yr@jNK<ah&Pm+8GL;wHDl;KX~v!RWMgIOHEa<
zi*RRm*LFl(op&n#?1rYn$bZ{Lj(bu{Z{T;wO06LyA`mhx3?H(AAKTs2v)yjgz1t*N
zx59ZW`Z1)Gn5-OKU6+>sKmb0m>(jyV_uAjQc~jNK7eaMBb$RhvN$KX}4-_*)`o0U$
zk{CcTqY&|mg(|cfhKrA%=j2ml^1HR8V-6Bh=5r=aE-uY-J8EnawrXQ<<2G?fXDtBt
zwhj(z=j`Dfq|=pel96f6S-$`9A$O-BreSjOB4+m&78cgtsno>X|JKNlNIIDEz5EPE
zV`V8U8X_?pt*$o%H4RFNzn>pUJg>FK5a)o!K5Lm}iI#s!l@K{OxuENYJlwYVVD@dK
zO+j*R^ZVPXY-ud+ZE0a5?T|=p-Q`Dg1Vg1I;EWv|&4t;z>pXk*j3;mUAR;2-hf^Z#
z*`{lP#+qc8KdiLH#QeS|+_!l0-@coMxsGxK9%w&=83oq3priy=kacaOC>Xk++u4)T
z(=U)Zr<Rq|Bj>W%8K)IJ25q6AENXquV4WbO20T2xlO#4%Q&WH;o1@G`WMl{gC*^n{
zmQGo_1K{hA8MjWk-52pZ4d>iHQ&V-aE#7bdgtmVXsIm>kj+WVW!}f=Zh;Dhp+rrjF
zkLR&8X&ww&4KF_Yhd-nT|I>+T6dGYd^ODsgVPa`12Wa|u_8mK%gPdNwrXOUyR-~Ai
zm}jsVPORPC-OKK<9jQZ}s5K7L9;wc$!^3_LyL`Id|6~X-kufA|95QZ<60K0^K7YNr
zi2yIipw-G1LwWi`m)_6;=s@wvt3CPAYYz?1{Nm!3WiDBtla+5oAL1Um+8}AqvGvD}
zDS!l3w!U!S5(K<YxFM09SVKd2UqB%4@_f_x#2R{~v%NmWaY${%k+{m^pZ5?1enXs8
zbHuI=nr%Z%OKs}y>&ro`KEPLq4J?MK4yY&!H!UUmcFl!}cD=fazIAwLx;@*(&(HsS
z<qZBksk&My2%kz}ckwqP6VpqG35$MhBJda-1`PpNEoC+n@%8@b>Q6lJkyhgT0hQMl
zDuf~f0EG}_(PFESh`l{0JW8Qf08uiEis;jT%I5%R&D;8(k|S3_ZH|hGaX8sC_c_~s
zJea4i_)X!n8FV6s&F^R61o1%)yUWD%7Lu$#pnCP=skU&(R_Nt2^gY+%)Ihj)x*l$#
z^Z-EjINZn)J=pCQrH8gMAmADbq-@vo6LYAcLb<uQDDuf7pEqkyKa`jA$8(!sS-w(e
zGg0}#py8TAl2FK}Pb8NYhjomstT|hotg9%ybngGauo-EFVsh^FV(4?C4<OE$eOI(#
z6I#p2$OL+q$$3rzzLs5hPbI2HPC=n#Ft*U~sRSx|-C%wFqrVFa>E}?$a&^mWbfbGG
z^K`4!PNC9Sz?0`XJ2>=?4iB3(HZ&B&9ai%S2vjr__#KRxCJ(@kTn+>U2U}WOTbJAs
zbSgK#)7I8DYMSh=MovihwWPFk@Z|W|936)=MYr6}AaD+NnqnybgQXS&vX+*XS<bGm
zL(<aH7N)=B(`)SKf-cI>&b-#67*&dsl9K)vK<~qeZ#B@hMfXjT_d<(hlfZkKXN`%6
zSG!(dZ*PAx*BnNrZ=L`}Cga;TODLk5`+Ix+g8ckuP)gD!%50Oj*_BD7QU}P)7r*_3
zA!ZzeQZvZio4zL$e;(RN{r^S7wG}e_!}k_Xdv9SVarH|4Kf-++P3{|za>T{20O!N-
z_T|PRG<*I~2->>3=<eP{iIz>`ilING17a_1bv)tzU9NCgd%#+q6FAfXX8Azz$O3AD
zzrDNn@2b2X|E{_Lt0;CDwlO=aoa6ZJ-Mf)|gR9VAHH?mqlK$qxuE?!S6VW4RbsnHC
zsmK6m0I#^0+&G&tI-VeQkvBlQzg;;Wzxv_CO}C^b<G*iQ_yw9sHXf{23JMB4d;9Nv
zmm!aGv)I0e4PA54bq=A<l?j?xRZH+BXuT|{{3@dNNk?Tui7Kz-+0gT7&q$n7AZz~H
z5&i!~Tq3Xc|3-=a%0?Z5lT;380s{jB+7q>G4JCs*wXB8Td{e)srl>qUJyX-t1Y9?C
z0u6in`fl^tP{88>ntxzFD+!zu6NTg6vJ%3`eg1ss(W6KIz_d1`F8X*r+Yj(>)}zG+
zP=wLy^x!sP6gLoNK)x*-Rnx|X4f@!*ckH$03m4FZZ>@YwE(Bx)#F;;^dq5gw0Ndi*
zS#CeaZ$Ent>UOqP$y<Qh4*)ZsU%+yp;gU%L9!1Bam~O-uHG+zPFbKY#xw=)PTqZaG
zs1S|<LG{QNWZZE#5}-pG?zPp(Ku{Pp<BE2^NCa~_E%#_|^jVa2et!4~%JgS+N;ecg
zz#Wu;3?Ux%P~8QbR|$dcGlWjYX|*5IuUq64q3*Wxe9zxOHAUJ1sPlk88h|bYuw{R=
zWgv2KWO)AD9v}(MZO#DTcdq*Z1WkyIB^9|mb0lWbc=6g7lNtfrfSKacVHdtcC<?&I
z`K6`2a^&w}-z)+j2&@*T>`08l|AcPj^RK3+k5N&QPEN%>30Yap2rb0R8}ldaF#$RG
zyM%;<iy-tHckYDBroZe?62_qtNd%q~Qe!CmcM%Ken#=RRij$Mm&efG3eh<KJf%rKD
zJeONOy&C8TENtxkyrRNFlnIh_U|KA6El0Kogu8p&oK-_3?84X5vJk#`WMl-5u_z<v
z(rj=wR66(X1|Drp;f1()ptXOCaHFuI{CB4{KVp%9Q~ukz4i<-=#_ip)K~A<z5A)8t
zPf`?gRLmdD-~TfHCOF$IYVCec)Z{i{PDa$$*Il!+<kaWsyh;+GS&#H1WdjFCsC2IU
zspP(5>ibN4!@o&z+f(%^a^ezA3s5zcm2aWc*47f0o}Qen9s>6`GdHJVPzT*IB_$=%
z2dLBEpG%L3xVpLmLfO#h&Z!2V*%{B1)q8+T&O1Fl{VZB8`#v3AhV+uAU`6g&5xZ>q
z)c2u$MyA>CYP5d8b-Qmi^iWt6-YP5!@Kv+_(6?B^Tt52srJ|A#=9-{K%%3l0X~pSu
zb?N{Fq|MrLcz$^j^mljL%T>{3Md-xS=iI&P$nMe<$6&U9`d0P8?78b@J2947o<zva
zF>?#t{rKncx3YPTPlmJzv9c$gIEBs^U)sIRNerFriq9{eVwT8U;Za?hG%7%iOHUB-
z_6Vf^q^YTS?fUfxW<7Udd;CyUv$u!S@c@T{KYtQ8E8=hE)f}{ae0-IcbCPL?bFC~r
zv#YCb^{Yg5x*1c`>$s@(K4^R=Y~;D%<tD?0dQQW^aU=T2#eMzgzdzz<a_N^h90D;3
zDA8W5^rjOM6W?04=$N_f&rEUJs_wac==5SZf3PICta|iJFM9t9X5(Z+ijU6+?QtG+
z9){pgDU&;RQG_WgNBrqYGt<2oIdXT)uleQd>e8QUk2~KMlc>v>O{Hj+6>F<R<C`sz
zsS|7cvWd|q?3dAPX(lLyN8IZ;+%uJ>{k^NE?d4TY=(A8FA|tmC4~J|O6%;bOPY+HE
zm6es564jNJ#XUSKFTCIqxPqBN<>17oC2GBn2pVT-z?rSfN=tLMeSeK6TDHws+8A!C
z-zbZ|O@9yK@%xVF?8qk#rO}Uh(j{|WK7``*_f|0jYYK@9hnzQCuSVTLSG9OWmw)H#
zyGhM!KLI5^QBaW18c<`>&ryCx82#r$*m4JU^kFIWWCD(TEp6c&%gRdp!P+aB!71xz
zZ<0brn=Ut&CSFPDe0s$*Y+2}n{@8WP*4a_JyRNZWGjpis^~u&D$DRbnhRt}hnuNc1
zo{giPs^%KaTzL2m==%X$i|&mT78VW{nc`1W{k@oT-kkj0*(r}l!Ji_EG~>{kRJyGH
z5H*1|g{axS`PZ)-H*dbGs;at(-Pw=2qoNje1MO1+8o8<c0DU~Z&m_7SaR2<96Op{H
za)pLPdOC3lao?u;si|zF=c=oveHUU;dh`gMaCGunYmE%4qzzfN8`=dy&gq1wgRsyZ
zZ9gX|0j^&pzR=Ni`O#|@<VPkLXPlT0${Rkp`5Gqc)E#YYGiS%UCqn=opu-`>$Hymw
z9uE3__odIS82I?~_wNTF+5+TDO0TU)C`jKAw3yrK_iq~cFHix^BB}(CwefHT3c|5x
zYZk@w+us9V%+wM_WeS<pYp0F=!~;QTecu$RL{64z{t;HJ+RYc|r_5ieh#OK$FR^p3
z7+yNc)|vn6%iD5PrtF||l`wv7@K$`8k%@uCC>qzlT6H>|;n`H<g9<*(v_BRzt(+Q{
z@oYD$T-lt86Aer=z5=v>#{t9&;1YJ11Qe@^ii#83`?9jK{BB!!rKF@ZG&Kz@E#HBh
z_2I(@gf;@^9&$1C!zbu6xYB7)V#{xSU<r)no7wH+SiZBomAT=s)z4^x+j_7$rC8^4
zzL(e0ToXnmnq*sd9s}IV$Ap9q-~`(`I}z?LTe}PoM5%KDxfqri5S0vn`k_L9DE*$a
z9{RE$Q=6-+?LoNYZU7cT-oO9V(eaLN%B!fsg9A`1i*98UQpkq%JVUp(?4X7{`a2l(
znTGlr%I!}EQ$rL^6hA-scc3o!S8!Do-^8(6kuA$eGO<Z9bNlf}BEv5u=`b8>B&pPi
zl*axQo$)KyltJ~I{*h%B+Qx)hIWd2S@*F|nIZp;5FETMvXGZb3<kX_Es|$~ciptB|
zd*2s&F@)&72n!2SJjWh=&ZLVnXvJXVcE`sP?*rS=^%FgVMVrr=Xhmp7aHMPIdPt;{
z-2Ud2AzwD0?}LNU<vy|17z#tVH$FXBcNJO$+8z0-b@UJ92>8AErNG&^e>~^pX$_V4
z$7q?rGgmW5E?#+VjkiC<#nc8RT(bP+(;3WGU4`fl=?pZ|n{J#6SRIS;ja!Yg-=Oq9
z++9V<QImt(0o}&}h-@dx(D>5u@eLWRGcYhrw?{MUR5&b@wm=_rgOXAKx?MA1$KZC-
zpC<5LyLPSrT<rHBf}rkTm$09kDh57;dp_4a&hBL2_jJ^KQ6M86kol>1ZhF~)cLZl~
zR(0Z@a^pr#GOqcC&}h!hr!}}$rI9yOQyHSD-nf0Ee#ew<&`nK{s->(@pXclUHLd4d
zbNS&ND~jI}Kgc@T+g}3D3tUN|=b;UVadH+G7A5V^2(JTg53vT?uzq5qrk6wVpD6pK
zxHt-qMqjnN<8vk=(2k>n_)Lt9!XqNYfslj#u<YEc9oUA}k2F9Oe{FDqV_NC7A`X4r
z@?_0JKoU&@10~Iu(k27N>_P<C+NO;$hcolCq_rq#U)3jiWq^=pTt6jS({Vrlmf+YT
z9`tlpmQ()r4V&hm5VRaY8R00bzTW{i%2F8z_TO52ppQ$u=#|EJ&+VG^gO!HH|91jk
zk^P)>sqIu30G*8!vHuVnvSwxs)YQ}`)c)}Qqtny5g@wRq)qz?cHNG?}85vBtaVXIa
zE4{Smc5TqSvFVim48$g3V9hE2>Ehubh+s2d8~rwR^MF&>1NLKi*$kn0znR{NmwjQ4
z|A*_#fZfsl<qHG-<x~9S2SoilB~!|64`~9v6E4($X)+2J?@sd9N9jqIBf*=nGkQ)h
zDnwzd@ronTf_DE|&){h>rFg&i=yi>4Upr@ZNn!MJJ#@>es$^5tx6n5f7@|V~wi+-0
zcoiLQe5YRiHY|>y%UUMY#ZalWHe@;_1Cew_sN0}S2PY>}K|_~WT$hsK2WzEHs^<<g
z7Vv|)qEKQSW`AKSB=XmP()S5TWpG*>{s@l(7<^@-ijSAqdD>@v3Xjfq5I1__j4e^~
zDn1*^rpcmBT={iS4mhF>MISvP7EN^Ru_bfb^k?bn{3J=)(D@_sfO2E&T>edvT-HG7
z>)|al{?qz^65<k({&gc`;{uxrLA6|+HYjtTBvvojTa?5@SI`SwT&3%#0_+V?4s%p?
z^MKcf#=OSow^+~h7f6d}5R0(Epg2TC+&aI2hqs&liE7fF6bcF)P{|AR=u}3_Jzrvk
ztN*kUr<#iW;?UUUJ1Qi>iAB}D%#g#l#}WiuPV8$nY)=yLB5IbzqDOTCDH5VlpUs`j
zXAPR0L(mkJl=cOTo&eG98=Zi~oE%v6H)Z!e=~0YSH&I7t=RCw|26zgjBoY!4P3)BO
zT8}<ozU|=f!*@54Na_!M76mjdD3HFbrfNTfTcOZ?t{H2$3u>!It(O3#u$Ix$co1ti
z9p;}%f1n5n4i22`@E2_C8=DC$dvWf>U#G-Z*4frF&Pw1L0Zo}oxer-Hm}5@U{SOp>
z(knMXv9`Z{AbBJ>xB9G3t%St6Q=cwq!W~cZyt|M=vINrSr6(D86Nia_B+diZcQ)T)
z*$1-Ji;UWCspaW;ciin97>I^u!XBIu94~&NK=tqJQQmcQaxwxk9p`qcC%cNWG6D!R
zicD~`)N*<c?-7%b5D*YZ$jjrvFHs<3$9TE@xaVdK<g4*7Xk7XBeqX4>G>UV}tbC%_
z7_hUbZj1gEM0QAEzaz?7@$TZwBG4K+>YCE~*u|5cVRB`ujh<>BCSv}Xjw1dW;j)&9
zPF-Vg^l5t5c0)}yWx!&j#*<Iq_nZe2W?&yje=zUQyooQgg#xnWi-|ZY<Ch{LB0wSp
zfkXp>Y9|nFniUST2%G<Hl%0)j5qh6F_-X_l{w9qy2N3)~+!|;$3O1(AT)M0*3S78e
zbMnPQtNu<t$<Qf{7LH|rwL((g9H*M#`j>B?(uw_3-_G)_mtQ0(Bpa0`zEa)_3khPI
zyTwA5-SL%F_$sBgfl|GOv@}|>_rYyQ)U-euNxdUh#b|~sc?=W`C<C754hvX__zMo4
zTkln0fi>X#^bi3S;OYs1Z+C&^o89!?J@1C{U$t4A2K-&I#Q@@kh)7DZX;!-ojKqI`
zj)_)-?O7XeiPKM;cGH9gSl5hjpPNDn4hPw}-#Wp*5}-Vx;RWG7R^|F0ENPTV{jiF%
zb}cP|?_eHn`S^9y{U?aj0Uhdn5Plg|GVIQd?9WAjjsVJ~8_N2durSk&@d_Z+n+iQ_
zS4n}8e*b<RIM`Vb|ByU`C`}|JB<Bx+E1L}@(Yp(;^O(vz3Je`nUnB{XzdLD)(OU;J
zSm}D4sbqCd{6Lcf2^Wbdqdo58>cBcmKww}2J=<pvD*Ea~qgX$VA|%n>PY*VW<xa2M
zn;8@BHO}$entHKmv!SM>rPcnHh#Aq~LDJ4C7KPY?w`Ui;AKH`E86J{3YFw~$(QrtA
zB2*%K-C09JAofVDuIm&#3yV=(1TBkZVF1AEkCBm$G+{!@3p^w5=~9H{CsXBQi@Yc#
zh4HVNw8tCMncNO@3dr2-oqN*q^paCZDAC(~#VKa(ZNshSjs|8jtJGwPiGTBt9u04Y
z*!-Dz91|-{iWEo)6+F%Zhxt~l`q+d7a+M7E87S&&;}wzHb1iZlCgKMN2Z&68_*=k;
zf=F-ATYtJ8tZ5>8t+<55@lf4`^H@5Xd~+9(H0vO)!TWPQFIOrf`na;ExbGoHk!stE
z7&Q?jdvZm-G&3W$|6WmyV^`4_A|BhSU&t~k@ICmRjId;*gK?P6c}7&<){(6VRcdTZ
zOf$J{^`p7wQ1_WYl5(e&2p@g;%P}y(GEbhofQ?sdGcjtlPAJH#RXhzxd=V&mM6?0D
zM7nMhU<hKd;I<i$UFrL#u8}f2PbkF~upKf`X-<soQJ;Qi(Ngg$vj3W6>~H(^4ZYh>
z7(XXhN&Rzc*1Y0x|C=Dm3geh2Z8SY1Lq6)&va3_|Wru#A1a2PW0ehU<DgbT&34gs`
zF*mDs@qlRU*(B#Q!T?do1nx~fmID<CprR6$@pzze6ot00ogQwQg5?0ZB>6h_hYu4F
z(*lseTfK7ZA7f+9YJ<>RgX^r(H!+Sje1=b>y_OUF{sr$u3I$KMz2CNQ8w2I;FYPOw
z2B;Si2Nwzw#Hw$Rz@4jW;biFtO??w<X)!q4H0el<jf(mO%>(rB23?5)^Yim4FN}?w
zKtgE);Gj|E!V1+U>e?M=zf=ZLuRjnmtJwjCoaA$2?(Nb6q%}gnh>MH6T^uh}xU9#!
zlda6Bbx@2Nb7s5W_PKl*HSV!(XFv*G0|P5aGo!Drn$GPf$bLS{FHxS^d}-Pogt`3<
zjzoBHdTLU~Q~##MnV)=ioAh>@Eh(k7r|xJmAmNK%9xKA;iQ}`S1l}HHczAfLldIbf
zG~<ii<jbByW4Xw(r=-%L6k`*!Ov8}?DeC&ehZC-^fn`BhpoWG9H&9-GM{??0r)xhs
zdBr~6ieKq&EWnsy`}iv2^lOfR#1ikYk!Yi2#?H<jfjz*z?If8V@hz_5N|dnbC0B1m
z@nLGctO%<9eqfYJrCx!8Vth3w+>RGW^4!*=QHbvb;vx2l;pJ-occ6~8n@IF~z@UQM
z+hgEG!5=^g#k?AH34Xy<>25+oLJrX7Kq6`fnN|^G%@y*YnLi1;?ZgNE0gV~95?2wS
z3GVFUt)b>$Eq^^);W^5qV&n+e+uUeb0(O>irn|-DRM`yb^*!6}uh(Rjb!7+Up|5gw
zJ)Oj<SE9?Q1(<qywj>%59L!}s$_-o;if-62ko~T}Hz7(eu#p_*RRJqU$H&_M`w`@)
z=dnU-W$oNC3#HB<X>IcJIe<kIlaUEACnxTg`b0L>Mox_TDzYxF^a4!`M5p(x=l5>=
z%DDS(d$3XKDJ)t>-XMzF4`1>4)!r@fo!d&O;%Om1^=hH8enVlwjZyq09ekUNb#JiD
zkbf3*e%bp~=EPm%Z7PS)nHy}u#_<Zr?frco^Mrt7H+T1c+@Ir87ea)dOB8<ndjDec
z@*)h32#BvLwp1zi6^8+<Bu*d|Rj_Vy+mZ8C1UwirF}@~O59u!YV~b@@Cfg9|B@UXa
z#@j+lPNu`~bLZhyw)L9tWOM-^&1DVNv+`ZYoIKH_z43W7<Vv9$&{Fyw8G!q!ai%eN
ze~ij)8ubIEa66P$IcV<X2Pq9SfulYGHC4dpjQ^iw;1m*I$cGOmpfQ6qR_}ycSQ>ou
z@|7NYL(q`H{<~)uvy+t`vPiHPcd^WP5*a`3Ob)PP<Pfh=6U0b-AC_=|1_hiz{p3;t
z`BoHbx)_IE*ZilhM~~iD1ry{B<hLGZHheCQP0tVD;q#sUszJj^ZTSYXhL}}r3rtV>
zj!O!H&Z}RiYF{>CX_Z>Ff%8??#ii7oEKRxIk8kFpduIA@tC8kexN&^t-v<av$q-eU
zq^kCEtRb~@ojCH1lb~Y>^1;(wpng}jO5OKFh;Eg?Y8EHEwho`oI=Dbod`X5b%X8p|
zDpIS#uoVo)3&qRJ>u5DA4@|67HJ*pOn%a^RV2Wr06mWDfX1l$+do?99^9?Z1$T@{u
zHmGcN^1^98$5B6AU5qx4W0dk0{&xbSd~Wuau8BJC`v3UVhEK1}T>aVV_b>-_`*#Ip
ze4>bciGFMIrDf*>>sGly`k_ZhVv*0usi?ZaAAs=c<zB~}D1(E8$ni=P_KZP1Icf<R
z!3zDlAZo+vI6@Ud1Sb7P7O=#^!tVaOijSBt`nc(espQ8|0!K8w9}+H|9aSaM*vR}_
zs`Gnp0d@!7aJDBW?~`Pj%`V)<cEjpW38dtFcK>^DX4NeIi~R}Vs7xzH_m_8$N*;Jb
zgTbydfiDbMle)`u#kv~b%L|H!F7E*b-cVOpPb-t?X9szu8qx(~S_PK)Z`maT3Q_RF
zL{3_{M@YT3mS1yvx_TselF<6(ZU4;<2F1J~wwGObmMptFo(TMKP0!o%8CW{+M0h+`
z@MI4uk-Xz<L*wPjuGP)q5^zbNb0t)70iJnfFoztxO0@L!=sm)*+SP6kK<~eQ?_R^Q
zb-oc<Xv}!SE#*S&^2C^q@4r~^bh=&)1wMDtePVpr<kU6sY}ot3XI&Cy0XqSIl@LuG
zg$`QUD!;^rTim!_IL^>Xg7#=UQfPc)@E%Y<5_hMK@i-7lN$YO1T|@~TkZT@<K4W)(
zQWg-9NsPEa-*_OIf|8GZ8WcB2CZ10=)RZPxQ8#?QjEk(F>wC5mN=10Q5nOI{&^X2k
zkWx9B7JqA4N?KA0Z4bx}jX+c}FfsMoCJVW9A_6Gbx21EYZp{<N*zwSWWvv|RJnf#-
zG7<SM5cqY0aK&el_+yf`<cjW9CZ6Qvao^J#rt7Zg<kg8*TMmUyeQjupkF~E%tYbQq
z(YH3fx{HsVX!UnfT@NUd`HzoDh1@uh)ENg9Ja92!yX^zXTF>`<AFGi(w4p0{xJSMG
z+l%Y%h4yw+LK8w<O0@fjzTa*vs%c$``xH`ES5a<e_k=;a2pe;oS69oJdSeyOu@y<u
zyDr{%<QJHCC<8s04A!!_LG?Cl2*9M^w-c+&0VwSSl?rUjjhW5~5+-^#zeN@bBqZjX
z#zj5Vv0yW=;Jd1%%}n%a<G}6V$n1iVTxJ<fl0vB)|LF8f+fe@!GIVmD16~UXt8A#S
zUl^Y0C^rnUYA^Sdv8!1yW65#PlYEL$e=hE$#ON-SZbU>Fd0`s<DPCLBK@GJfZ(<sv
zcfE;Ev`&b^+H7`3EFc;CX01YHvQL*AKiPvP4<3N~7I8=-`1w}|0h0be3g}D}h=isk
z8e!O=AtBH432hJR4ZiSaG7&sGpqS4P>n5=k*&`^UMe3Qu9Fv(WzvuZPsf}r}wB7Z1
zH(4<{mXNPCB>UlN*a=hq){ZGl*c>mKlXa_`Tt&;!fDDWk_T&WvM{2o-dN9Z>qs8W6
ze!L1)Oj^ICY(*d~MQC09m#o_qwGnL}kK`kYoZ{}~3}AhkRFFIp=wlvFXihrdKCrvn
zI)Tbgul@YTsxKq-O3fX3uZ1Z<1<D<)K<GAsK%J*U`@Om{-E*`16nOf-=RaNDCX8Mc
z+4M@ZHXmyZ#S5KSzA-O7cDGD$Dq#>P44@dhA8uARBJ~^GGhjgZ0;Q_@VAS#qfC;yr
zZJaFbp%;!q?N*ESGrOy)rZUf5NSsf76K}+<K~@QFPp>X>!1rTL4{!s<hox2Dqjf{b
zNXesB@=nS?!-;Rh2D_6!nx_Jfg)<4eo)J{!waFUox*Q;15cG=lEt$^bDzHnc*fR?L
zij#TH^}=QemB#+SYcYDgV*6Q(bn)KMK6jv-z{{M{#Qtk<Q>W*wg2RgLe5@xrB>H55
zoc)!rRtmHx_D2?UyJb3ezvW+(dSxQg<zz9d5XQk?$+!Qj2JawsWOQ@~(iE51kzJD8
zEarzh52b-HvaQ)Cwj9hhfYyWCa<G#>ni*^F9DTU*=gG>mC~OJQ{`3{1vir!YNBG=)
zKDhQUA!X|M+VZ=qM(1&g)yd$h%$6U~{SuFuLpB3x`=T0FNoIbQajfb0EHI|2rVm&g
zUz~2b1NXcq^KjK6Ps2cl5uR|wo-JCJq?bR*?rIM4YvDV~#ItP#N>7)2hLJX_pJ#cy
zkZ{m~$Uvkk;F#ahR(oPJC7q0wBzMW~NR}=**CZbTC3m3nNGT<~4qNF<(jLxXhPDd6
zRnBVH&NXn$8NsAT_31_xlB1)dqVjz&eFUABe*!Lv<2H}jE);R~MYE!qIjoaVq8z`x
zok_b_PIRn(vq7VG?x%2UpQ$tBrni^ZlXms5uJRg57WDfZnjHa|NxioaR_n~v%}%74
z%Ch(epfNY_o*aW9yElgPMqqi60}|-HTHY7qdE$a&c`R~8+M;zUCV@cOBmS{on$CAE
zmFNUSt1>jM=#G4S%l%A&CbeDMyUr%hm+qq6;@ll^rViCzQaN6Kaz)=dtg&AD>871+
zs`g1Qdjom5V17nsXecfmqgjZmDL9mnIth>!F^&Nzg;epaogGevg^zR2k47%(B<$IQ
z_INbfBv$JFVX9-U1#j_&M`E9LMA%r>p|^1VQN&TK?4EFg_{-NDK0dd)a{WKPOBt|B
zQ!N2_g0y_IbGB>&55f3>Ove-z75!P|iHcggGDz{%==b*h1AW=YX@M?}Y|e5NRnUsJ
z(kqgSvZFDtm5*?77T%<xAqVdPZ0E*il{PD(=uT!)sz<1Tye_6@<h~o$f5Y<L86Um@
z?}Y=<dI)N*J=>8(L6l?!d%z<C9^+MLvX*{bB7C-YjfDz5t#+t}*aPWBSXM~d?5uNq
zZ&Ols&GhS_aUVV~ObaNFUfm0Cqu?}nC5vTnoMvaw{9X_1H`>&BB3X|aH?kcN^Y>-d
z%*I9+bQ!mS*;QKQjv{w&%6|B<)%NkNH#OlwTIoHIa9o4S48$C%yjX-{IrxB9*m9(6
z=#Dcz4YU`o3jh60W!R20WW-W&w`(=h33q$?!sQi?^}1=nZWqO!JDMQVAY2mw<F6SR
z5wWqYDUbZ!z%3p3z!1%%<Ytf&ZykCwTQF5~1Adx8CnsimJ7WJf?1>VWrWnem*-s$5
z&SxyA_uwgldE*~;QdbRxONF!qNHMbcQBnDqTXQU;W01dyvH&u)3vrwQ6|y%5JZ=m4
zX%wMVd9Q409UWyc>~SF2aj0v&8%HS1tp%B2zGlXnw0Bf-k!$F6SrKcRAo_zJjyL#r
z-f8*@g-m_8zjgA~u)1Q0-<ziT_5kA>pWogrOd~RJp!EBJZ*&W$rSieD3HExZ6ub{z
z))4LUL@EQ9saW*=DQ1jNHg>!8B?|ApFTa&4;z@sCL@Q=~(^SPaquO<6Aieq%^}B}I
zDCak-jO#V`%r^rU7}$FD-|LR%VmFJQlBdUm_lgTFowsf|$;89N7hr~ed04?#oK;t*
zW3J^~{dnc4YD5v1`O0R4Xi({NZRtfXfyuSpgTa&OH4hhR%MY|W9rbQ>>>_^fe6Rzz
zpM1Of&hzfy&CPD04C1&<@$%{}1OenBvt3Z@cEJ+Slcz7*s7}@^M-s()$GPa6{A*4Y
zb|aEh5e7MT-*laJPjz3h!Mg;+Peg;)Hjqv{TLLZo^XK14+l`0U41;T#nGEn+-=^{y
z+F37=hVsM^d{fHim*`Yp&%PwV<V$asIy=z9U{ZJqJrZ4&^gDH(l!Pz`^QsNG&o^H`
z2$gOGtKG^_Ua|=3?*6_pupiaOiwVR;@1re>DP&YgFMs=Z_?E|Qy6C=qA*Zh<JQc~~
zyV>+BiTc+2IOJL9(&D$q9ECN7)9D+vP790<jZZEtvC~MJ3lH3Gr4#Sn{Gt5)s73Um
z9!@eQMvrl#yn+IqpkO>SMOD4RKkv4`E<EzCOvz^G-g54LfH;gEeAT}u^?Q;l<m74K
z2a%&nqiKy6l0?G&XC)CHtrVPofY9xMkAvYhdGJ0X&N?`-iy+NiLqmg2uQ78}VmZVK
zZ6AnnN(QIewlz&EiWBl3dLq=4YHGybAi4+de;u3HZf*EMlGl#R`1p9Nkb9v$dr$9*
zf59DJG{Yd@h-3&f7%GqVhxGT6EpA#pqr>AwQx{8hsJl?5YyZpi$I6Z8?T_)x3^mAo
z*Q{CSUs%1-x?axt7gaq2-?F}PPKIT|F_5t%Y}O`??how;`-yms&ip@mH6HfMJ=Bz*
zYY%v>hW(_|X28m01QOC2ILbiW8OSH%UD32Tnx)||arfU~jHHC#kNW&d`E~o%wd-Ps
zk~|L-KTbX{`10e^LG2fGBVZB`!y*`af?*1V05Cp$i;0bGcyV@&0`0l#QIW%fEIhzt
zVBndf7S`5uX80esBqZMi<?;)3Sb!Y={7_|<4x{`H?lZ(R`qZO__}ka5?iW_y*kt@}
zzAgaYT5pM^x;IA#1D0*|HX4X2#02k~(xJV4JLlwkiNBaF`qU`@A$tkqOiP>Y?VBS{
zUO&KoX_~WGkN4{AsB9zqsLm#!$|CNx#l5oT5<TzS<NYq9z@p8)6zwEauo+du)Wr$9
zBar8*AS^<E)4K&xz?}05I=TvbgMSM4#?75fJq*JqRbnBQ7$G5#UqK7{ZLycG=ci(9
z07n4Aj*@weo&w?r_bD^$2@I%p1K41?lbo2?39Rh#M%5<M`suVkzT4?~nfZA612Eq%
z05$uwUDnm|155(JoW}6*xYuhDx2+eTkvs*i8XAS@c4iiqulf1UE(MvHvHidW1d39Y
zcaHH=|GZ8b1FQ6T9lg?Qsme(!zL~#=7|)nXnWa{Z2hUtf*wE!zMP=m<*r~Z-aFm-Y
z)IP{gwXy9NOYJyu%P2vc8~^Z@(Q^*N%4;(=-|o>Z{#dA1M|)v^d5Mz}S0+5yz<rkG
z$?hYP_zT}NZ>MpR8OLI#ams@)-8to5MM5jmr5hRDhXYGPLnCqNH=AHvJM#*ivV1{+
z$0zSfRm%Gd)P4N06x{=cbbMcYi;iWU?DfmK)kJy(R)xE~a#~V5`2>~<Lq!X=!!m3R
zq>$mBH}tqt6=vSWmH?342MW`q&#5)yHir=h(X*|qpeF&9t15T_?0e(LNL(<bM`ptT
zP~<%YhL44WgoaBjNkBBCfABzQ>S_#_pq@N=66lDC&Zjm+;WhtvZ_l&c88O&PJR(Cc
ziplP=v)-L<7I6udr(JlCm#C#OH+$jnlq@tT+2<q#fa}WT6gs$Syic5<4p<KMSF=gH
z=?KEzW>PTuv6Vl-Sr`(OE8?y}l4N{&P;@fKGF!u$f8zEu_+{BGtg|$twW{3wZE?;<
z#f+YD)yALFWDT8EpSGde?}7+s2h<I?<=h~H-sZ6&guIz+m&}ltu^H{Uwd+)K^k8Ud
zs{10`^bb=^U!!)PWqU`~$v8j4gcQRz)K>*P4-3ae*2d?1ld;CFE1BHEYh5zJgvAj@
zNig-X3xwG%7^u<8$$&kFh%ms7J{NTPlPdL|oG({7Y!qB}nU|j66oK&00IpkvJ<~Ec
zSSr09k64Nv!0d%&@Sc=M<>k*W$@TunQFO!7@-JCQ+udTa{;Z7D@nN|YiOVl4yQda9
z{W-ae?CfEf1a!}1*?9qd*It}h7P0SDA1Vv(UX=fwl)D|^{%|MnCiQq<Gk#XxSLL$U
z!*)NicAg3RPKJT}4M|Sy(x&Z^5DLNTRojOb22Pf%27?D8JFPTA=X-sK0|o{8A2=`y
z-L_vQCMNE+3|!QZ1szyvpZU7K_LNgo@t7h>;k13GHfG86*EkRBU%bfGzZAdeW8|y)
zamSmi(b$X$H7@@N(Ng$CL9qNsN>0C?o@X$&A`6ZVkg-5&-fg7`dmc|y>V4{hkbE%C
zvZ-YPwkSqM#+lx9IY~*$X_#Gu#S1iS*PF7TjLgYdXZ06=xM+EQ$yq-xNgZg2SD#+S
z=Qxwg9u;yrbo`OB77rt`<**m`>x)wv5XgQuM|GLGW!KREq1kjN57%_W<v=j!iq6qa
z!4tI7EvfWM$Ar!kz1uPp<#d*oq?9AE=nv5fR-CYQFZf#wr`Enbj-_YEf14sP*DgGp
zF}=9hTxi^}3}eEOb0yOL<b#VBK}pE41laKd=PdX2N-FV-^}n2P-i!{V8Ry$v#K7bF
zfjG%1Kt&1olD=}weJ!k`$5y%GdWv#NfobFKyZ2c%c={&!_5_R;1i;U-xv2;l3cMb9
z+;y|SbmM>g_z{@)ja=h9VDE{R4TPx(6wsSY5d+d9^{;;hB>Rq;xBC%l*bi(QYV)RR
zD|$9=`V;#C4hEA!Dt>d~=g*oY7DRA>`LsD)cm)!^k!&tqbh|pR(uDbj{cYXs-Z!#i
zuB$>bOx;i+3`Ax1(mb}puk~Vy=wG`Rbm>VFSv%JK{nwAfa?;AD>@|D0K=|)7)fRG?
z$Iz{GGJq-<l#{(LvGtS0ZtJ1OVHjGZ6vA!du&!Up%nlL0jlV3?>R>HwzBc2R6TR?0
zgjjqNPevG+SD8^yzx}^MMWBQO0}XS@U-avIU^+4p_V;pFTYLMzNi+by(OqGop~fIM
zA*weRHw!_=)pMJ<jx-hC`8+VM1T(*gYYF_)FOGK>fOE@h2><0_d-^#4uL|i7s-%cP
zPpW#Zj!d3jO}WcD848RNA_Kt43`B9#57{oJ>4oGE9Bv!D3ipk+^Mc0;W&%ZUEa%u?
zX<UV&MStz%g2m06SiVZ(CFR1~2P-am8a}ZB^1DVfK-Ao=a^0lk<|gd<ZM+U6OFsN*
z^~F@!(CK>;|BN}r)h-Q;pnfM#s&#U`n36hC#1pTF^}>TED<ET1!Bs#BgG&jDz8-N<
z5U_C^kO*NEZhLF%1<WiUdzdIFGm17CthMs#yWmRKEVa4~Ba~3O!ojl!F$lz}j{yf1
z%+XGR2b`9Z^A-peFkJjQs0eN3!uCbqSdXiq)2XOGaSaf`wWk{o&#wjp!i0HCb??ou
zj0+^ug?3|7#8x$aHKFlwhb1rNKQ#|)v~fA2T0}QoUB7yJusNCPP=6sZwkTUTsdZlO
zse7ejX4??2^<=ex=fT>{mtaa{Y6k?2EjZO2j*Idz^I=>5R!}kEHThNxi``a0t|ED^
z6*kiO2gSI&y7x_byu5&_$5^A<PB{1#tJm*w4r-e@JWXQT&;1g}&>>75O>D=4*g3`P
zwmMuu0|BnJ{NKJL9t*?IE)KNWJ~u1ngGBPkikD#)cxSzAYE?gsobLl5@=E1iBEvqj
z;%t7eP=UW);Yr%R0w|xlW$2UU9_(A@MseU+mb|ss^{=SYMFEoIMSbZzmND1pPw0<1
zQVnVP>DHvca}U;+ATWJtT~=|!BPDqsXf_^j9D1Sd^uAc<)_pc;@^z-Ylw;>e3PVEf
zVYl<|-}}wtjSUs?N%X=-4X;&czN1&NM~IXDZpzu}xNo+911HY9N9G(h=yaTE(x18{
z0Y^I6$-M3yE<D0vH?du|XTu&Zldeg3zN?87$qu|`IGdZeo*l>gRUkocRbnV3N&fVh
z0pF(}vctTB&N>)+cW^$>o*&xcF@nZG4KsP1I<#-E_)oraF`OCtHZv~W7;SBUaK+)W
zZ}0A6eJZr=BHG2lkWLHCn2az`(#WiXR?u_QlluMq=pzkY;`qJS=u3^(gMvRo*4C^5
zW`EHqHv=jXy4=S3wuhz3RbAf6o72!2b<n%cP0iiIJcv5=&rFiu!1LnGxLS9nPdIYD
zY5Z^mk2hK2fjK!$B~V=+1z%7<hQbD8CGepGec{nR&yybwiydu0D7Tote~%dXG!Goc
zT~0GOfsfBKr;Pp%V1)b0YjC8K2^-1!%XrYrv+h%{+{P4Po&MPL!q_lB6+Wl~F_{A%
zMhOTA-~f}nf3*Gp@0n+Zdo%l}+?cdYwnr_!Zh}XAF>dNb2#$;Cf}`-tt=am>sddAR
z<{~<(Cgejp`YIevQIOGjXa|^uJF|#Nh=k5?kII5+@g>?BA#~LLLU$qWUbiV8?-SYF
zL}iMI5Ei99SvREBLyHgJran=|H=rP&M0v<ZdP*})dVo3z8>St`;;t=6q*tG;W(|*x
zkr#h>*v7`NXnQIAGtt@9tyG_MO6bpRKJ>=xiKzyTC1oZvhM(Q2D{mu3M`dbrN!n+7
zLXrCh7;0hW_J_XYIpX1fzLMLDcJKgNb-M$9=RQa(*C9?A60&tDY6oi~_P2YypBOW-
zaqqiu|GknXKK@bUZr^#i3VxidM{B?XGufFP1v61J3LzY=J#gx~9WQ*^&m&>gavBRP
z38kjyN=C08Zp+;@_u6-(*CQh|=)H!MYVhnkVFnI{=^uj6Bd&~}PerHdql<+i2dF40
zI$=~d<uZ47)H1KYxP!P+?d2xgdP{xuL?z?B{WpmAtUT&oO!-v6Rc}az7_59c@%Q&`
z#N?8hZ+<L3Y`};JlQ1B@cF18?00kd8@Br{pGM*+h!*q;kkKo4Qly+BSw0>v%k_ShA
zy3rU>^8kB8uxj^VYD#%jH}7XI^9h8RJ8{z8jD`<x0Dc@!D_Lp8H084h{E){u+PQIv
zXO22u_wG<vSn9or$OP~~*gxR;^ej%4j%DNyaZqklzXUB<25;(2UboQ3ST^f<Ipy(}
z^}M0m`($rs!gY$r?ASF@TchEv1m^pdUJc4l%t-UKm7i(4{>SHLuVsSSt{?;d;Qzki
zH$QJQ={ASks5U)CoPEbxc=f+AIFVA8wV8DC7Z-2qWR4*($hR7hS+##>E#5!6@VO_G
zK!cp^yc)(nV1=*Ru>G<&HXdD2_Z5v0vr)nfbHd{^uMvO0N+D_gJ%%VaH?CL@K6V2>
zaKp~2U-*q)iAD4)0xu1TXCxC6i5|$O?BJyHQ`zV&G=wJ9sj<~oCgdAw5E4H{SO)V=
zBB_r8Mh*GJS`(kLrWyQ+Jy-h~VL%5<3}!2y3fg9O_SUE`k98)%S*FX==C-P3bHTBi
z>F5<!m%q62du%KLMw3x0^$KYo;|NuAl%wl}4Ez?(p+}C$v)(xrewX#d`&!IlVuaV@
zTgkW@BF<?$W<N)IJc*Gqc=6qon*H}Q>PV&Y-#uR{PNO%EI&$9{Zu9Yz`T7^=`ajhx
zyMba@#k(l)z>Cgi8e6@wQ|GwgOM;s!gFlhjH$NA|I`sZOZ`5@)|8(5>JmVg^=#`1J
zf+Dr44Hjya$1vgLAM&aE=Ke(bos`TkN+kZomK%OnE0Y~ZRil5{8^-3Hu~B=tI^Q)@
z;z9S`H1CX0DWq}f>W^-OddJyO;qRY(DFnqv?P0(8+b~H$f{M&&6!d5<hGBNN27je2
zllAn?S{LshUeLYKgKC9)s2K;gVVG%0)fL=$^9I8|T9*h?U$#)<PnysE`N|#YtOk@!
z(GAONkFo`0o|q(=_x<7nQvmEi)XH>voAGjk@`jvsCwOb6m-xp~Hz0^?DfYGv(ae<s
z*wDPuu(5v1(Bsrm(%?@QG~aYSy-!JiX7KgcP`k`#z_jWP1hH-Cm5w|AtJky2GK<um
z8#AqUp@FKS;I?+a2f|cWS-Anu6OOi<UDQTVTGIG`BghtRyq>lxfPsy_B&(J5wVEVm
zlU+u5BkDkpsw(cQLF!~j`Lz*DG=1OB#6}{>v~q_!Uwj?)&ve(HYL(saU0Ap3NKx~F
zAdbw_kiQoUW8s(OJLKNaHt66Xc!$>tO}hJBC?9-AK|SzT0Q#ZNT*tcnf^dAb$8;AL
z7myJN?%erZ;YdW%Ag8Ek3L-{%c{zfuK|lig_jkKan5aQMhXcm^k$DU7L`3SOWj^j@
z4}a#y6&YjuOa<7-+l36PeimPAF1hYS{-SKS%eHxi&}@7lr76by7}}~-kXg}KPi;Q@
znwmCxNjz7{%L`{|ysMlow8BpKQ;q!!T~3)|vIu;t&6Ub28Gp2ZN4k%U(-Zu)@HL#o
zcwtayu{*gNaaF+>Frqd&E_Tkq2MG010rsL0Ip0$O55!L(mhHeV2=k$UeU`(JF)b+X
zcL6uRq;rAw7%x!i*;C0de-Df;1|HrbOkyK+9wLx|k2ZeKL+XxN_;rD{M8&$1gz4!C
zjPR(#RJ@}Oio%Dun$-fqorJgq`;!a0(_>_76S!*g@JoC6CdlVG!Q5PZd+ytGPd0*O
z6U9xFh)xNOpp7p{0d4|?PI=~$o?uDr0kb{|GTa0%CS3LMP@1E%y#GbnTZd)Yc5R;^
zib_j|lp-C9q<|nPCDL8e4I&{(sDy%qba!`m2#CN%cY~;OiGT<avreD)d$;*!-kI6v
z51;LRZg1s^<2;UathMjIo&UWE`vbaJxXvRgLQwwW1I`7pM}t@P9SrO*H89n}%xW3>
zW2?}0NCQb9f;M4bU?_v?QLGlP2cBX?>VP1F5VQ$GRf4H6{0C@dP?UooQme}HMzK!y
zGuV_tc;gS?m?^zj&W(f@`nSS5G<y%58cx0&Wquj#bi_`^GA4E-uW&D{I--N3NsM#1
zNOOJ1;Ro6N?8nPrUR)P1=H71NrMCyb*B4i-z8MqQtknd*dYR+JHfRP?*8KF~3G1tp
zpU_kV=mNO6e?Zd{22USg>Re{hh3Az<OhzUHa&r(Ko;d62>mx53?&65s0lZnzAY2>E
zk35e9sV~U3p_DZSy#{E$N5IpHFoe2r!0$d?X%YGH<LgGxWhOU(5P&yl!_dOa3?1Ru
zfPSaCq;l)eMvBEc<%kQ*<lwU_TLSTUi!pZFvhOtS!7wz({#i9|)=|O3yMJ7wql|E)
zh{@79I7^1uG=NHwo-#5rB3et9DZM`#VO_*GskXSVh<Te0o%`Dh8!U=&L5vF6_?1-(
z%+#3RDQE9}*Dd|3?i@#ywhr}UA)T?%4YaCFf4&9#?zmNM?PA`T!*KN~NDSV%@vQE7
z|ECO$3Lm%vgVuN$#3EzXywIpdt`yLo!1D#^3>q|W*pgN^HwzbIqoVx4HQ;}yp`qdK
z?ye@l$iR@LLSgnlw0FKfwenPld*|4iu>2%JNul<LPC`NQl$Ycr_3rw5PdS@a-HfGn
zrFlqwf|ecbQgeY4j*EUxCqMb6t;N=`AI^7@M12fe9pKhTa;YjaA1lp#{^W3q()eX_
zf}W~@!NNQ~VN9-Vp0Y{DVK|5zHY)3(89H2|FZ4FriysEFw7(7L8~nK*a&wDok>kry
z1=Q@BOfM7)j~C|maEI~1?GYR#&Y<M@uZBZtC}sj`xQ;4q?V&uFR8weuPCwp}k0}Gf
z4=_eLLHZH@z=ah^YTzYaD6;$K_F@)gV+&48qXV;}+V<WCxMbiB-*x;dR#aS!JFix0
z^>{M-+>Yc<f@4Lc%jN=rK4KI?IF71tpK1Awio7q#4>&LwzlzyfGPmh?^MRDB<g6_-
zjDv@FgFbvP1t#3dB&_9EZad5vS8>~WCLC+SXY^F3uU%2@(p$K0(Eq8&(YYAdbLsd)
zSMh0VM_wFtm6|y{U`f;r<l)y&7FX-Ko%}`%c7Kf6`)gyLI~ZJ8gWAE>qXqW>Fv-}?
zH&nNaWNU2Ae=4o!q}#kZaMvv1z0_6H(xzWn7tppR7xCah1CQtu^j#2R9=vm!|C8w}
zH8v?p0SqAM^F$Re@x)q&j$e36N{Q&=;9wYN0<pTHnmL75O2P1T7;l2AL@ZxqS%~F}
z^0SNCXD5m6{KZM0A_^+!;A{KN`Kpr(bPI(ZpN%HXivO}#suZ@(P_h*!)?!A>si)&@
ziXK5rh+=uMig8knc5xQ7?b>EoymQ^R!K)?TzT3)|I&wu$ut}=B*lftAC5njBzT?*x
z!(7AQ9y$x9WT(TJFYBzte3I{gNt!%%n~STo{l{~(YMo-*heU*gZ$R|#bGjGk?E@16
zc)rtt(1!Nn|IO0%f9|M=t3|k`{5egOP@6k-Sr0W+wp3<f9+&kj{hOcv*E!E$a5<;_
za8z2?M?skw6Yr+wP{nRmSyoiE3?cc#Jp#6BDW7UW+&H=HySFNC6oxWJXqq-0Z)0HM
z42iDYM|qf1#C{D}Cu`wj2tFS}BufalM;ltqv7Gwfz(=$Ux>Q6z=DUO81`0w126hS)
zcSJk{O1Gr{!Ot}X$U0yZ{Xl$6u=#>t2JP<u)EOBpBf^(Di;l%Rrbv=)K3+2aPS3I{
zMV+D6XJ!~(byUG!l^4xc-jIs9MIRg%whH$nG>{g6^JTCx$yk6&DJMK$v#;YLa^%zm
z-lqDfs?`o-5yrw%z>U#}yudd^@ELGa;b^)~-yEwLjCz2Aod_}S0yp9pNHvEtq_7RV
zkIfL-DAI^Ny9W)m@4&;c07@XD8UlP16jy=C^Zg4!@TekEH$>$O)50~_j{SMRz+R5n
z#$o>j63{P@!S1ajI%sGWD!iMO8}%x?Sr?VRsP=6uxV4ZPkB?M@RqGnH*Nmq&xlUX+
zoTd}xdQ=oe-Ozd3ys!^l3ZkZLys`4#bi~6yuLN{I4ZMe6S26aWLO9(uJzgBwasD;Y
zFV);M>S&hmTFOWFg{!MMw4%Vcd{ol~Y%63G1;1QoO`uZ_Xu5UkP3zejj@ep=QY%#{
ziI@`X?wZu0VjBxPJH;GSNY279fAujEl0f!_{J<hxpcrOoaPInjO~K?C(cABWaU?Qm
z-4&ktV(NmWOocClxi_LDQ<sn;6E4%w{Z?}l9`v|}UJug#>U*ukTOgmZhp9`P)KU0#
zWu`2BvCSV{!=nwK*a2B5PjSW1qc>7TSq21{$}f%AP!gok&t<TbF|P2_t&?AN<JUsC
zfhTu}=H}<u=jtolP%ViU)J*}^I-Skir@P)|1f)imRH8TS#!jCPy=XRtq0T51YPQNs
z)xY|c4M$zB{S#~Zf+Z9Wq94pFuG%Mlz<Wznl-Bp>PjfxF-bg>1j2)z$DF8`txWd>_
zHAch2)RzG4ZkTU&fhz=!9J*&P!zS%%yi%;ut8}%5JFA+O(=}pSbqp7ePh)O$A~hBN
zbLKte07fZgavn<p#8UG43#H?Lrip&U!*53vB??5qHGDTC*D6M7e-e8hBEif$JfsGq
z8U6HB361D18nd=USsliW%)-B)25^OOYNbt%uXHNL>+cPXD{vYNMw`-P47{vUCD@}l
z-g++&`|Gj~fA7V>M1l>0z;XL{a{$}uXSjc4@KxzNZtRXuN>q|ge&xb%4w}1-(1P4%
znURIynV?1NkOyy3j)sr;?C0_>8d)$ZQh#?5eYKW3dOB+Mg1DUk8t$W?M_;Gn>G5hO
zBNa(&>_u`huhg(t4&t-HReOR(Z05{;yrN}UtxM-R!Fow=8xcGfEO7ybWJDq-nv+|Z
zh%#hHUiB&2Tax(X<YL-$Vz^s7I+nrr7I~VXqCqWdBx!nkjCFa3>6-B)n0cF;-kzY5
zzm+@0V-tZKqd6g*$Nk{i?CI{ltGDz>|3yc-ykc!j0zF)pCGAe*jhz-d6KPqmgtj1p
z=R5qC%9?7ox0|7fAZeGCJbLHQ(zGs%3T`3US&~P0`l6amsGcx>)Yoe7e%z70L)IQe
zvoZDVO@s<aI(W2`&6+`07y#ZqijuF=`e_3ADo@Da`vUpMyP3yA_{_FKIh()STwNLK
zr!=_PgBqmrpUnIfourR^r!e+;yxI5C>yMah6{mVpza%m~Z0DZsfj#L_SuTzenTx7#
zqKHUGlfnbrVaxsQOEYg#1p@=O|E+|_jlL7rH!L{yE~P;k@;Q5@=k%U(?dhHTuH?~$
z#3J>Khwx=R<Y*h{G?I$xmjYDg!RF+k(egr1b>AyjgU4p3OzYG{F0<X;(p!yDkMyid
zWH&bd`M~&mU$1`Do_%XL`#>m60j}KEx6dxUbUi=eDyC02&N3wf>DmTqHlwTvNG--b
zje8N8)-46WSmQg)vHxwNAee(PhKUW|uwz25vy89ecU;~qX6>(z>4_lZj-T}qAX&iP
zLaTFJx&+%>0Gn`LFz{rC>7bR7eX#OVvh))p8qXm#lru_{^E6b#FloZfEG+K3Y^Z_#
zv%I#J30xvxf9)T}dwqM)^prTeJ(XS}K#lpfh)6P6u$I1kdjnPt!~?^`l-qs}jF{Qr
zwn3<R#KfP0J*V*8OIq1cqSoE!cE_EAyPB?@(Sd~IQzM81H*%cC@7|PlA;sKGSae{i
zx;L5y!*U=g)r+ZTnFHZBt_n`#YUaELrG})Ul^p%qEhlY$GP>%c5nMwU0V%IC%SC&1
zqr|HN79{w<hy-X>Es&rhdPkUmNy^ALZ_o7S_DKZb(8HMVVikcVKK=6l6GSm&I%)NE
z?=O1sqx<X$Cg)QiWF26z*f;u%7CFY`S1vO3FkIg1<<0l4#t|nU_`-^|DzowMbOBBJ
zE&&x37;y=&Yju8Zh0-^yl4HPiqE=MtntWDXLCxK&0`_gMj_B0XLBwVQpVJyF2%u9T
zS2<9`!)>utbYNnF6so8*TA&`BwSdqTarhzgIdF{20TKcM7HUEJ9?TVJh%+Z6;}+<G
zC1E^{)MJQy29A8bV_quB(}!hlR|oIDB?eU5p@=D1odL$$Pq)0#AJj4F=vJ2FcHiOO
z`*FcP{M<D?VcJ0o)8fO9U}!Q(T3O{AW4Yp9ViKL#8-E~uGUJ~|e`i}5P3TGPTJ7@G
z@yM8Niu1b%kCoNgK=d9^qm}WW>3Vr(WntMoT-%|uwr1!sU2z3`#mKn;$XUdvl9JMJ
z#m~gV#L3w?6W-j(_sq;p1TzaHDX5`=fuU=BN%#}+m*U~ROhG|Ga;b^?--T&GkL=$6
zZOA^?s$w{ef&MWnhTJ?k4F;$mlag@6QXhK3l9k&o>gToM(eV~a`ZP4rlE#v)Ws=4f
zfoarzgi`6|jUN!PJN*Nqwo*K-4mtg^-FxHBC1542fEy~%Ql>$A{_$f#Pg4Qj)@9A#
zPpy4@7H3*C#|4#;2llb7P~ZeAlq2xPYi$^^*C(mV#S&=VuZ0Ehv>?i?+;-@h#DK>x
zpcDZi_Y%<*3};*c(#0vbuHb4&NSd>GMge9WkogmUYZf~1uMt-S5KRby0-{sQ$ii}+
zmNpe@SqE&VOG}RsPzE52pi`|T@MUsRvvpSkeHsL!gP>k!wOfQD2KZXMEh{?sY$Mj>
zt}pply#k)Q_9x6lALar!a^qqLv_=WmF}jg94}35P9kiB`J>T=%aH{`(rFwUb;4U`(
zr0J^^!SEQH&Zgx}t0j$n{67T-v8k!4=evfl_O8HHxX3Aa+234fSl9}~M)M+6LwWJc
zk2P=IGdecb?da_}GL_+t_6Q}MG~(uVF^Rr?>sDP{LdR4|2r`zj7E@NP&Z22Z#jSgb
z<NN<K_C~u4I;*pCxKgA;$G|Tj00yO`P_h|Sxhewu30Nn}h|uD{u2g=(@`tMZV59>#
zWe4;`%4<qGpKfhhls!z6ac>1B!a@E^!R07gniD`xgNmh)HCZ#!#=~p*I%R$K-q!7A
z*3%TNOK+PsNhM2q5Z%Cq{G4n=2pbo!jq3J(p{G8u;Mldw(0u>=aR)7%#`XgTsrrrA
z<43*ZloUnsZw;}ly-HEi%xeD7sU8cD@J_*rjy-oVdMsceU+wqzae$QaRdwF{K$QuJ
ziL%=j|I_Sx2&`hdG>cFOH8nK}_?!zvUH=JgN62-l3;qYWF8Ms)T3yYhjnK^5ayicJ
zT?WnUGeCh^HC9)<6t|p?|9%yLcL_@)q|q0>#gCMfv;v0VXh8V1gae}*BWuGz6$Gv}
zVNCm4M_;iz9&;!bFS21XOqx>SyIOvZ)#ZAcp>FJ;TDg#2V4w+RCurm#qjO}c3By#K
z!*82cTrNeEOuWBJ-+i}(&gR4b#?bLww<K{{@>lC3+??^=SC*Dou){f~OoqJOgK+h)
zYiod;7KNv`$gnj9gnD0Nx;neMB4c6#T3hYs3wGukBje-qca<^bf4Bl13SQ}97ufrX
z+lBoAv2*LzEqg(|;S7D=tv5r^XgOIDgF=UKy?Ex;$ph^xcMt-`n#*-#Jp3wry4t*`
zIMp6E(YhF7sbLFUc98Om8s%3%Xb`JHz7}6~Sxz~7ET#wtZ)KI2JnfwWSPrWwrCk5A
zSL%wMTq34uFeJAC`#E^4Zh$Kn*bV?96a<7G9TQU^0(OQexict0&i{PJhc|)_ZYe~?
zj|QGUBWRl-oHSr&#sanT7c8@Tuz)XJda*tR=TR`s){qesbR-e%8UQ@i$s@EZK2y0q
zTKnbvK%x443e_=bxxOo2S6V5%LDW75vg7rksgP(!RE_1>!I6vYYfGdcMqd@5&-&X;
zcK=}Z*Vfs!eW!}LmsiBqWI-6w<KvJF^WL9uCXB%KhQ{aA3BgK(o}j#@M!Hx70X*%r
zUU-8N7wL=wZNe08<Rk$^oN#i0=nipy!rGRGbA_$w-pYTt6z_tAZ*y};#2R?K|Hq}!
zF>?|3&S@j_<Gfhzk8}Qo0)_v6*E%uH7M)Gl`;+aq->+>&Jd+RRZe>o6w*oryEGM0d
zfWsMi>A7zt(ar^4QJ}$TRzjjP`amotDd<5#kaM>hcOZ^0Ola>}kLBs^RMyraSV=dI
zj*gDEFo<2)ivt%sr9E?4z20o;U#qk$>G!$0r&<j)%|SMB*dZ2THDAsUB+omy_#}WW
z=wv&k=DewTgP}0&&M&Q6qs)or^>tbJ5(FK;qCs_XM^I2ZRklV0#YHebceh9UgCfkc
z;MKKD@;pILdLMi>4Za?|rWB_AF3EY9MBgn}5mQ`2@Kxj#2Iv!bz{T?9>XjVIlDcm{
zc^mxQzpYxsp68#}0k)5Ik{z=c<6xvgV2oA#7F$vtDi>S<5{7U)&wZ9B-*cA09YMIl
zh8~}nS&%d)QCmvSg~L(6;$3Qg?c?h&jWHJ^q}0@Q;oQ3n>(c1uWTU2a8J2fxY-zjC
zdnxo3OHUr?@Txzgo2_%oG{#aVo=+MtbYUtF{I|GOjR~)J@&__CVDg~T^?@@}SyP>N
zyLl(~ApAY+uqEBO@1xZ)*iNqxab(Sd*z;|)r%)@c>?fV<XOC^Z<A)Hp69PaaxVbt3
zbhhNpB{0xGo0|d70~Jzf(=E}#xmu!d8>zH6Mxwr|#eJTxN?d$wC;X<YRs&kb4&by@
z#va!rZ`jhJ-(fz)Azrwv70?L)H<06Ch(Qm+(UtGKX?`(`aj3MOzvOpJwRsf5mv5Ff
zou6V_PF<(|pu+`(8n7p5h>08E5FNxf$F2nJ(;e3tqwaGftG}eLH?J!DW>Z4uqT1S;
zOkUV+*66G>BA2L)wSRYC9JrFJ@+yp3?frex=AC9tYRPeN88Jv<vg|)8$y#>eImbMz
zj$8`LFs`pH7PW||6ikh<J7_>%a8eb;_O*)S6>au;n1X;?Sy680C0b4LkeN;uNUa*a
ziPwd}@XIBR9f#usy*I6UEt+n}tA{bTnwQr=6Z;6&6gl2S2=k-i*7~sFO~Uqw1N)Vb
z$YPShFh+{zl3%U8%RXH;oili+Ge|Y-m7SHGDQVU_VA5cJh|Ce`c@2^4ilQ<ISd88G
zuBLr7_UQV$63YuiTVOZXmpyl|=r5N%;Xi6?lh(LSh#Q<-o$#8&OWUjOPX{UVXg&aI
z?diQ>>tf!G%aeHIIqd&#F4ih4gC9$NWz^M?`{o$;ce65skbBH&9JV|3_`2Zsn|0n;
zmxL&?U|=Eu0_w|agy>VVRBi)1%T;=z`i*TOcE}2h+p+pSIQ`@103(&#R0hDu9zIff
z_UsnWZFm*hUMJIS3;(bn&k_F5+K>}c691Tao-Jc^4J^YM_Jz+?!Yb|s=UB((RTAQ@
zzd4l-xZaH#<hVEPDCKFxdzRoy)yzrHu3TzvATX;_eqxz1yvZsW)@Rf~+WXLRLyRjP
zmbY3Y9I4p+_U9W@FZsXd6ccPM8GX^Xt}KtGPFbNP4W_Qf23NEq>bA!EM?q{CclwF1
zi)hd)X8B-KlrU3r>K0ZQ2Y<ou{=gm9m&r0!-&XxLfMxI<as_|zeDvuruzILvA?+Qd
zcd@rMtdCs?U9{9AJx=4tCD`;$zuA{;2m0crsZ2I77i$z=M69f>JzgCMkj?ZF0{?i@
z<L++@$hFIIYR77G@R;~JzV6mgItFkmeM|UHOOH}0m5KEOCjXpObM<!rpvoc`|LBV6
zd*;M{kjQP@#L$tEceSAI?m?<(cA&ysG&+$7Vw?CZIj?#G<Dh3yABX?v%fD$mb`TQ2
z1&eo+V#mKSnWXT8u&r{j#%QgBAsV#(1-$3PHUoJ#vOEP$m-bWcAn#6PFkQ-cb=?#V
zu5$HJ+H!e)v_vlYysP09?AS4RsTG8DLTyIZMHEEzoW_SG!6MPQkn_9QQ+&*<M#CDj
z`oQFH_;RMt4wV^=wh>de{M!%m@WDO)_ra+Qs%#L8NxRaZ8Ta3M+|R<G2Yb%sJmYqA
zkp!c4mMvlPYf?WxGcngC54>E$%DUW;ROQVZ86|b_<bhY_`Iqhv(h%-2_Oi^KTz{tD
zpgnlE@mNGA=dhoi{ox};^lL}a$XX4`2&>qM8<T*RNWr^B{DJeYlv<k^fIQQ!u|@v`
z$PF;7jy3cNX*;V0uwf}1fTc)p>qDwtIZVvlJvS>7fD9T9$haA@jkPN~ipWbhkQM12
zKTWh*6!>#FQ-$tx?;al0b>*vSP_cM-XRIeMZlu{<#hDOt1@*X!sw(>0XfD2WwNv1Y
zl7}&mUtk+<6`9p#5TNmCu);kXJ|W3WJYBVXwG)F1pc%r;F^zkJA*B8489uUS6-3<X
zuKT<`rgFwuY=hR85;~>R6QVojGOoBme<QvQS25onmm8y4)Eu=Gw5s}CAUUdE#O_XG
z2Ep<?w5oz(eaZ3clu2b4%fz@#9*GQyBYhQhv(K+<qP)oNA0}38dtE<_fh~<D&t3&T
z5_Uhq$w4vY&^EXkb6vCB^0kG11KMo|R*b=qu>bS<Y!_>LvA5+NMy1MVoV&GZT)LfJ
zMG%1-RX=<U`Fsjg1}~KzPw}Eb_pvUaFy`1K!~1E$ltj*)M<ap9<Zp~1d)x{gRu-1w
zLE8OazcS#HuIAi-0uP+2kvu$bpAEGO)p72%m30EO>Jo;Fvr?_Y;uGbM=pNOlGjC8c
z8LJ=vy@~7;37bvS(tbm(#1br_K2`<==n8o`CT7w2Y}2cn;>Fh`{yF<Pddb$N_2GB8
z5Ot$amtH6h^j<9TRDmu$Np`?IjvbTZGY78C=3sV}@Dl(}6yr%LABZdg#Sdz++TZ><
zv#$+pkS~G^wn7`9ed+B<E!b*3vh-&D3gK&?IyYW6{pMOiT@<;#Gnx9h9Xw4A$a~;$
zaoBhd580*?164H*eEjBZ??wLW(}~dADDYX|n!GHw68_#Jqd<bx<wiWDAk?ZwVY4vd
z#0+Jg-i-L=EdRmy>^;MYw0p0k6uo`N7da_dJQK7^+}0w}@iG&6L|MsiPjNb;ER2v7
zheU@XEBU+Lm;MxtP7z-*e$ShB#eLAN!^uL)io6iLbCakx%2A7KiYhIzsID#!?$l@m
z1O#GWx3bn>+1BgrTeUpJ#jK6!O!KdcY%6{x7@5?cJ*JmAe&gm%h0&Y_<;O^}Kw4Vb
zZ~quCMtvczzZD-4cYVRFqX)!uUmahic&oO&6-|FQBE-1yzJT#itbW;*9!*~y-{$I1
zd*#gxK-P)bm+Z(Jg2IDMnE7rME>lFA2HSxRCoC){rsl+#CKkod&aQv|9RYxTGGFLM
z00dO^?<EoOwgGkcNgGw7_u1`5^L4Wq0M%m}a({_1{QXHr5Vpi(Uxj5w%=?BPGwAxR
zQZCyvcrbBNzc_m6bu!k_B&6+g>wVr+c&>{=bixQ+lHZ1qG<P&>Tm0}XI^BJBJotuE
zH6MD(lkCnk|4s|34ehF+gnk)L4ETf|pN5FH!xwk>rMQxP0c`nzv#lle`GjnHB;nbs
zq~-ja`pDKH1)5B!H95u}ZA@}GcPdQ$?yu(0@UfeG{w>z5l-zEX@Y4)JG~u&L!<I<@
z$tNliZ1q(~tg@b5_Dn+8E56|phDS$5t*wR~pPW#-oKJm;?6G_e$8?BBAi-e|P&9$q
z$d|-pP}2#JY{2T_h}qf}8Bg5C{@~Z7*4?D{w*m)g0v6mlWM2=;J<pC*BJhR!?IaUr
zwR@*Gqb{T(Y6P>p%pI_#6_u6f&@!r3UJWZ2{V17h<kpmI_wVPtPkf6zpWs0$GW$%M
zOWWJ~A(Z)rUa!qk6-n#<`}5&komn%~dCAw_+k?q}HBl&uL6TZ!8Cu)3isN^cE%b!Y
zo_K#Hgq>D_SMOeKncw!R3bN^q^VC(-f)~{3cIlL*3;C<5j7+k+E1Llty5#VT)g^wr
z)ZNs+mz6lbOj%1O-b~#;#Y~S=)F3Ouu-E*j(B`j;QX1}1qFI5jZErkrkR0#7QtPeG
ziAu)suP&?axVk(j;R@+wcJ6;w?VRGt6*2j(dLFSOGv3L2;diwObjJ9{b;xI4^b@-H
zN@GmoJu>RjAyWsg4fOxfe;yoUfdc?GBiD)4$2s7>d_;pMT`2MHq<gY66x_9N<uVRV
zPftfCSqRP`C>VE$ij4gFdzrK`cM(rsgcIPlZ-M$763B_(@IJ>Xy9S&_8?mgMIJga+
z>1N#-c~I>Tn^7^OcR|(xP_{0=*zZD#(%sE!C&W!u%DtOaeGqzGnMgwCxO{ug<yWv=
zh)PQaGaL<bb9#6*JfA3^z5e)A1&t-w+Aszk7S`watfY+31Cea`f@pp`HjnZ(KH>yt
zc;|n+$vvMQ1bYg}ozr8fo>s5oVD53p&Z%IlAH*@;u%B34I<kpk1@XdlYyLmqgdx>D
zM)&1j9Xcd!YX<_O)+hKKrcxdmqwyR$^JxbA-EDgA+zrYcn)5CC``R6n$&TA}?tX8Y
zb>Z(;7bA7%_Ge7N<Jpf6v=JYZB;t~}^(tB0;j>f*E=~Bfz#BL0d5f4UP(QwFlojmh
zyeV`hZ?j7<XIoV#sFhf*EKaUPGP)4E-KsvQEfMj5b)R|ZtbilN!0S*Qtknn?7^dUG
zaE}I+hZ=JxIJKCARF(!2H`-F%|KLXZVl69R8GdX6y?^Kip@X<b8c=?)?{RDnw|^OB
z!Li@A7>ha)A9H)F`**J^-!w>`ZIKO!{?@HahKBQ$ufYnKRyBs!aT`MjnT)u|DRX9Z
zInkZ3SRcF$MZYY-v&EH}@vz`axRluFr%Dfn1fKWMd_ZE+;9Ew9M9_3V*zRCvMG)w~
z0%`-W0+I{R1(rR;A;1>BKcVXY?3}!dec;J&9+{b$A!JvmyO4V)t@j^#5c-%dwfpBZ
zjWx1y1Z0^IJpJpt1#SE+5b-k~Zj57B>*#NCJ1jrr%UUHxjtpxnM>fL>EV(J7SmUT)
zBvR?%Jo4SSzxQ*gqne8+?KVTI-?!75STj0!ikz4x2hnu+E~cp+EG%T+d<jA8S*72g
zT3*@yx&tsjOcB$2KqyAC7Z6eg$Wfqq5eI@{q~n|_N(<x&=$?~<rv*A)&>9XwVrLKz
z96;}}%mjsmAowTu;`^HWeuo)&v4PN54w+(z+5xD_NNxyB#mn=#jt5kptTXl?M^up;
z&IcjAJ<A3xP`S?VKfkX-EzWbffj#^8=cEFO^<9hyzBR-Vp_47_80Fk<7=C4zEKI{0
zWjmkD&~E8eG2AKj`}8T`)J1Jfeq3&2xD1w7RMb-)oggIUZW}OAU@!h2vkGD_3@K$t
zXXnDQv$yyUzk+5v2Zj<KsD)z44BXM#*yf7`0gVifHxm<QXY`Z*4Vql4rUa=j&`~~_
z1i^r>J-L~pigawUbFOoA;oqlhta42{VjQC?4hv1%7e_QA9^{PuhlcRhoo?x;``9Rf
zH0|!^Ys~UbqmK$oKH3yeoyfRXo=bA;>rk#Xz{KUiXA$}^{vR*%exrCDJ%ial?qzv8
zv-rF0zkA0!495)qc<4V!*GDoj19)x|U3+2sX;E70Os&&DeQA)U0#i7!56n~0B-@8c
z{U}Vi5eOQ9bO7IV2MMXz12iNe3kI_gCc+W>|8iJWpjK2E?%bK@rt<_57DS|JWN(Ae
z|5ID~ij5seQs!I@8`)Zy?5VnA;y8FYX<xKmfc6Dl-!U;fT<m$pQfdR!@+0eX68m~h
z?aCF@yi%UY4hU1!pDV`n?*)jf#3b0f{8G;uBK;QPaDXgrJ6+)q<>9!8;D?2pknZW)
zptqA4yB@ZRrC>TLMRn=C5_8?2;YBuvi4uKz0|OdZkpIvFfaf0a@*Rx3_ZGOZK|st!
z@<9Mh3+arLu^&@X1|S_^5R5XRfNKC_1NbxWnQ{~3qY;n}NXUAjeGh3HD~JXFwj9P*
z17l;AC*ehhW34Z+u60hx`Nz&v58TLjqVhsQAaCYo1?J5#^fE9gAx2Ng?NTlrN0^PE
zG6xjmYpgC3GP3*DW6aPRhU|jUvRz;=ja@XuW`w|^Agf^?9AZc;LnhLmZWgbH1@#}c
za~f8gkvjb8|L#n;xZJv3SSl(>HJk`uk@38KGiZ=x8u}E0dJsu`sAk=DU2zZ$tKPWe
zL$!c!5qPq1Z1BI9ScW{$tBW@C(A-$=r8dh<JxxFfAbdVSK|%O&plNE<iOyBAYug@i
zJ>B_PuReQJVCyHY4idzej~^d}(TG5|f)=<coglykRi3&#tH6KB4-p>+!r20`CDPPn
zQc4-aXF>#s@87=%sS?5h^t(<3{#R~rUS6?(k_0m(^R_ov5cvo~v4c4zh!bsNY{*D&
z9W&(KzjVOGyAxuyvhAlM%MX^pyO*TW+2haVM;6$yEU6CIxq(G#2K_sP%o`o;4?W^A
z;a}HavO7+zO8P;+<yAcV^E@xz1}N-6QGoP>Ko<*8Mb<-t=;q)1jV|0+5FVt9=?qYw
z>XV2Uv-`pO^veu#x!3cokMGz*Bl)EDXnS_j(omx|MLxH_kksO8qsP8~UDHg<WX$7|
zo(gSUiCsso(9Sy)+YN~A3NUTx^A=LtT?!%4MY-D2*1$u%wR1YHH)>NbAUM9UD+Ks>
zNaaa`juK2H5N8#*R47Efh2bM9zH2{EfY?EwJ|$RuwT}xvCVC(xKYEJ^K`&TqDRZD<
z`CnLiU+8BdcF)N0@K3<wJFqjTwWkKa2`_M4v!Si>3TVKPDyfkArfxtXi8Kd*ne{AN
zp^e9Ww>u`3CTNKcRe47i3e|$7`ssz7S8&jP98fB|qxir3y%4!2nmwio5OGalFoi@$
zWitr8`g4~x8Vd$-XwX+0fEU8rCxPTQ-n#WIrh}ya)_Pru#W)(&#^vW)9`-i?XEB1B
ze{+t3t&D%*u+uTF=l`SVO(U%yhP3R~Yf{3nG1$QKRPd)^XN7Q3O5~)4ChLpsnP`~d
znK(Eo0oE0$&#S2yr@7v7i{MGO5uVFvTJ-)K0)GTS4}#uJ1D?2-AU#1K(r8G}nT6#&
zXeiGFp^1Y0RiLc|-?5^tExWzFJ;|;0|4m<Mo+_YE%j7OT-^zJsiCN=Q!&^=CpL>VP
z&r?Y7Jq5)y=9^1&^EY?Lx4T``lXb8y<yb&2SvC+Xotdu|b_qr+lvU>mdZTc^L_{#q
zOS_x~(@0^M&q=rPqr=#O1`xwA4p|*cU4`_WbZ8F)QSUX>Gk_WGfj5Cz;Xnw<aA%#n
z+QZ%5$izefUMZpu1M``HkPu8Vd%@oD2}lS9t*gk{1S$fAH->C`5S25~^l~48rQtls
z#r)_<Fvj<Fv_PZNvRdaXmK}!okg<b1+#m-Qm`9mXP}<=XDb<m&R@pv`M42cD_&Cnz
zC{ls)6pB$(SdNy}Gc(2XYt-lyp$&s&;RXRVmbmIHbX51AU4}t3H*i0lvvHJ{A?}Ua
zVL=!{ZyR`SSL^WaK<FuwEC-XdkI4KHc+U6CP{g2GC5Mcgb4*RXo_feHEA=*1QHeOW
zGNE8&V}t$x1QK2+%H15jJosy4!-ZFIT1>uZ%I#4tV`yL)?Qyow^OBTHlMSBwZYs2;
z*MBq=WT>hTPGrCQT%rvy?h<cLpcw<-CEwB3>0`pE#gj_L)u^@&F4bh41lVbSN=S#K
z$K>axJOkE3?M+h4HBX|o3dSce0)$Z<{CskFUm$hkgiQe1B4AnJ`odK}Q@{a|ZVuoY
zinv~YD-Px!i2j6f(+}!`^!8IOsCd9v{|Sx?d2mM?7#JWpgBaeZ^O;9K?Qk{t+(dul
zA!Z(s1*7Rp^P1o;&$zS3*M#UfmVY!}6(^5Ke9KEeP`0js6(;3BcjjlUQaFCFF&>P>
zHI0p_K@g2Bv_;$rvQ*ys2+do>UCC1sbA|gbtCxT)=mp_Or`pQTm(EOwwT6&C&>+6z
zHJHIGAv*);M-Jf+tWn|c$$r1Al=pWs+o1XN)(7b*YZv~VpM1%JSRa~mxjfx$^D8G^
z*j&z<8>s6`3REvnM7!lJKn-eYVX;~3`SPW@+{Dj`VGh4QesitG93PIHFV@c$K?I_u
zs~Z^|olPs~#1_!PkN&?5a?cF`Kev<MUjfr|00I3iIYe}*0KJ&Z3t@znDef`ZK(1OO
zs-dNVs;QiepJTiH3vSl!Lpq+8T5j~oAQ;-R!)eX)gsJ-<*xz6`l`g)-J%n5R@Gucw
zN5fMcs~hyL@4*;97W^XjJ1!FY3Ez&!)C80^-p9*iUstkL!25D~c6QhWdXmjlIY`I(
z7!je8{sA-vFpEE2)kS??KjCSsY<l3SKdD4y_~L$D&7qB)Zy~h-X9LX;{9CuD|5<C2
zW>>KCii+7@)mT-}$hqXHVX;P|m@jh1>vJkRRn=E4qN%xXz{0LF_$VyDnzP{5&~&5Q
zHb#@~wDY~>xeOKPwy%6^8<ozNco$F<-53)c%ey6zih^;4n`n9h%7+gL;kx+SdQqtV
z8l9T%x3m5LnoOxqO^GWEcW#4P4*ZlzIe`!;UcG9%H+yA`)So@ENPh(+4wtW9#US{f
z1*N__J(lL?=KgA*;gTbsIXnbRg|mC4qE0$-G13?;xdJiIojDa-RB!A2(G<0-B5-+=
zq4tuR`%14i`2+Z=08U0Lvz_LSoJ;(iN*IQw^OoU&S@-GemwyS!lMV3xU?oF?3GR10
zAjr#@d9_UsIx^8G6y9fIL%8T%iKM3CA2HCWUx*UnO|}&26g(HJf&6C#$_4ZKcz80w
z><Y}seJFe?;U{IXFZ=-%YZ;Ku7d&@G22w=_VQ!2Bpn*n{J?-zvT@Vv3yj-OQ?*>1>
z7QTQi<q0r3kmoyXQyD>(Dv2BtgO=6|4y*r;4?xp@un+eyXn}ViEHFrq0m?H%`6UTp
z2*PCC=O$jQIQw9K9tR=`**%clj2SMI2DHpRFlCi0kE=R@PwyFgMQEph{@@1?{wd2+
zn!QSsW~B}Z;O_eX28^cvET-a)4UTN#_^+;f;tbtCW1Kg93BH9QUwzmpi{*!(V*}8u
zf*vxu<Kc#SiC+G4`wop_+koPcwz;`FUN^*q_rl%+h6QYxaU+^;^FHz?$qzb-l!PCN
ziHU7@JwKO%H-+#)kiy+^zJV8k(?Icsu%1s$5RV#C%ECnu^pf|Xkb}s8lJ=`7;LAeB
z&maSUs19R<g$@eXjiXq_q|pB!%J%$Xe1bhHH++XptMY;nE!}u2i`3F;hYQrVBI?Ot
zC|o`WN5V3}uYutRF@^t@L<zN@@9&15z3QhELYPB^u}&4q$xl!#KxV_xA@?SaCis@)
zePcmykn_h{HI+0=>#2ogv1bpl)TF#Q`g;-Us=HM%rvu1xE>tQfQi-iVMS7CTcN(_^
z-0E2PbyV}0L~031B!yoM+xH;9<wPpYq3atH@>&HS<%isl9dYTU;K8yRxDpP1v@n(v
z-z|F))1VAUAMqEA`?bI@B%*Hb<Wn5XLK_Ylc$E{&^C;Tf2&XFL(dzub^NV_d_Mf+?
z8kejc`r%(&(f%<1`K#AQ8oumIaVEu(%dUPB7vmuW_e^$QR+9#BLf{#kjKH7@_C7mV
z0%y?T`EP!}WBq}fI&4PwHH7@{7XOIM%6DLV;dC9Rb3jLmNJ-{CpWL<EDr#Z~bRfyz
z{02Bt&>(;a|HpzUYkhwB%jK1uA9R>6?p8s)Q_Z=n@$5<VP-8rQjYh!WDWhLqk6dwv
zp&vh$Quf^0SIRXYC0bYS9Mzq6BvE3op$YbcM?d{rVV#Z=F-6$bFm(q-4`Q%EG|Wgg
zDt%)*!J#xtmUCsUk0;j&|5p3pm1?<1svd#+etCt&knn&>iT%DCwWEjz`E#+Jk@*Za
zN6w1O#KXXAi$^^YJ>KAAlgTh5*Tea>dt8BLcVghH88$sD)lhpZNg&a?!S2kDp8XRm
z&D0P9jPS=m#EJ0s*4Nj;uQAs2$yZdggAnhHO`0*KHir5R{cMYu5M+)W>@Fg)qKJ2)
ze(C*5einhspc7q-SnGO#J{rfV>3LjU7wXPo-QSzso#HAUYdeZ&{NJIG+uhuwMu_*i
zS*UK(9(@X=6q^@e6gKBmE2AuV#A}mtUChhy>Nbd$LZao2N3FgeL`2ip)WKb4hGc~h
z?MVwiEqA<ZG)4tn1xY#e-a+Uq;AS8;%op~%pP;wcgQv*(?8L>SM)lgLtjN_F6+UXE
zOP@eO{^!}%cu~d;!EB_FZnevCn*o6Hrm&Bof#O<oM=|I5cA9;j6341u+%xFes<OPW
z-3krN3{ggriL3p1W}z5MfS(Di$yd+9Ld})7l$U+`Ang}KkUs$lQU+12FeHLD5Xi3Z
zU@Hie4xt=|kKUw4{o3eb!Rw#Cm^AEtHon2ZGW=K^UwJS(Q38`ckOS#NXTSIega$%t
zYTPxIuf5GZm%&Z>lLn)Y_P(o_##231sB?aVzVbC9<SUye8|mg?zvn)^yqZ913gb8#
zef)R|S{@Cye3_SU7lZHY>(UYg#|VMp27=sC;dVsr!VyYOjaC&k(s#1mA|26gnL-0|
z5S85=nAmJuE5BjPB4X-u=ZKN0TW(144SwGIX*pE2P@dq5!G!_XH|6v?nr#bpFMb8f
zuX91<``!HWelKR$aUk3!wDtZzJiH^UcQg+`elJK4pDg+0i}y7A`Z}4-VjU%%89Bq2
zh=Tx}ZpIKE0AXVgZr=&eQU@d$2MFzT?!&LhZuzxkB{66_JHN?GR=W1u{&(Gs?!R_o
ze1_V!?wv7-9Oj_TA_@4r1fY+Gc3b*GxMw5_Idgg!G7#$R#rVLl=L7&T&^BAHY??;>
z@+YVz{kHs=Na-qH>b;$^PIyO1LD<-S@Lr^kKdcC)O*#+Na({m(sH<Q<*y~|R9fA=m
z5b{E%AJQvu!R>X#;dj8Y&=r)Ul=1~j0agdWF1(J4w5lVsBgUa(K^FMP9t&h8Ufv~q
zTKEh#cy?DqJgnHFWR$5rx4r2xy`R-V$WQteQ*OwP{o48#Ty3VnaPhUDLLxwH4B|4G
z>i8zSYN{!$(nvLwU`-==;qX$1i?r{X)W}@hM-BQFxw{%R#X~wID)!Mi_%_Gf#@Fa2
z%H!yRkzOKbj2J<e1FaD(GP0NM&tAL_Y(sj)_kN$2%jehYDfBPXN+eP>+0uWWKMeV~
zGOHge5E~(J->}0wjN9@VzOS!qxO>*`<*}#Hf$ZQu97RlSAof`N9mm!3r=2c@u-&#K
z71QW!$sLXI>eWc)XOPLBao(t?5;ogUUr7v(bROu`xCu+|C}L)fi?<tJvo!2|R(0ar
zH$R^YCEY}eolp6)0@j4Jf8JfLx3L_4b&d9lBIVU8<<r;JcO@hw_72DIY)*r3Fgv?i
zk71&<nUk)uQ)H01AbIRN03b%fCb^*V_7b8V=l{K&2&FXjA^}H1DqrdJ1|~>ueebag
zI`*BUv5x03>txe4suQl~r_h?<?UpZg!JmdF^0A`gl@}DFC@yJxX59gUT={obpVX++
z;4t{zr4zE@1vI0rpvj+Q8IX$|6@dj0aAA8hB;-RhSe10QOMZtGzP9$c<PH8x9O?&1
z9Lr{{7vyas7X`?cnn?>GYX70~B*Jb}elK<Lkv@h*d9B9iR7V+GKen+GiUSANP2ST%
z(778$1t7n<#19-xWjhuep4|!`cOL#0r}Rpcb(Ny;%Xjd@|I3*jssGgWX9X^(&o2he
zg!`hVGH1}Ivt%O?V?DwxgMz9rMI^Cy!6TU0W`f*KrG$Vn@>N8kKYy1X8%-N<NHaCG
zhsZhTKcoZbfE9b2-V>1N%L}Hqur!9RCY{-+e<&yN_-vq%Stcpby0U=DrF%`;<?Plg
z=3&d}mkU4FcY8(q@((>sLsPy|X8rwe|1IU=ccnzWkg6&kz&?Wtm<9B4xuDb!uumk&
z$sQL+T@PhkY<j&|c9a{7qe+Y_?lQ7qa?fhFHxcY_;Hr4;z@1ZZY*L-{SnKz4&%{Jb
zcX#(p?Iu@E(v$R$jUwp_5jzIgoUOOk#Z(<+YLaA)AKQq&jhP2y9#De1dwPsva8*6H
zvbMOh!i+{#s3P_okVhIbq<~0*-5<QA=I}Vdl$Q*NULddW7mt(ExI{c>G;1|arVRJK
z2*=E95bfZ$8Af=_+2LvX-#j)~adlv2W=1oD&K0~o#$t`51A$-fp&$$oPcx({f#U`o
zys&te;rh*&TK{D6nuDwxm){kzvIp{Z5#pwtFQ8CCaC<{?J0QstbWOLw*tl}#q!#et
z>kl^-PN$W#eYXH`593p?*F)Q9y55;7tx>jDQE5z@B^PbVQ8L!}UX`}<^J>-vdHi_G
zYk;}rF_)KAe>B~k&u)1NTjSGwHF$Y3MVGsq4L1E~zNCnf#wPSe9|)gFb)Vj&XMY4=
zAo~nO7ob(&GRbaER{}`up6^a&wg$Skm?v{ny8PDC@Yr44q72q6rcO>PJp#A<WV4gf
z)a+#RJV?=66ce0oSndE<Bm=z;d8RpW?9fF_&5n?GOt3-;x^Bf4Nti2`IkQ>E4|PoK
zchw}-hlc1#9X(Y-p5?q2PI{Ut-NNbTD-CTJ6|IcF-M7lStPQlLJ97Lw81cJtQY|#z
zHLxBtSXmpMO)3bbGG2Z;_1)IOZo>S!F(rvA(}Ku$a}OmWyHvZe<IhX6pL9r6TUH?&
zX$R9%ODb_NYp6Q^DjpxQK;(^VvU7l&lsHK4Em8q0B_p%!zxt&v&+wTX=2sIb2tCzU
z=n!5T90r9duc7Vok+>tnUQV#hKPl0f0!#l5yiuiDDGaAX|8x!z^35eGu<tn*6M2B~
z(D6t24K!pV1%b!LGrx12G6;X`Ddd*Ia&FH!c>i<h(=v|z4=TR1W|&z~KUh<lNPXY}
zmdg(_Bx{Qc?C(Vih{KZsvkl|il$R?M(8KOM+~g;7X9MaKOh%9>bw;pH$k4pJY+*t1
z?aoHr2w|Of42CB5L86M?E3-$I!;Z`a)*Luqg<}0<P|LyYd&}25-53tJHmm9eE|%&f
z(Hgg1gR_hLyu3W*>3PPLrL0zvZs?cQNCq-9yA{QJ>E40;e9*nZoiqmS?TxPfSE>R(
z-)8jL(1N81+Heav&cV5SAIy7j_Lh~GxBZJ=*G0;{45?uE)4eVvi5TIlyEgjYEjqw{
zs?+_&<T{%B%fF5oGT=+14BcQnEc1ndd-HWVVPU-;#V--bm+M)oQ$#iR^lp403b%V0
zDPER~0kMStb{1zCy+USW`Ek`!AV<svJIe)y>h1IGbUGq#&he5Y>w;fso6!2-8`m`4
zTaGn+4(e1+!xjY?S3@tR%3+ZPphHM0_gxN3r~&7OlAW(VSF+yVXcObg0N|0CG<-xN
z7y6}0uM{zqgJ2*Ub}BdlUPok6nQP6`RKV}9U)ZntDin@aEcdwpg!SW#BXO;?mKzI2
z0!c<c4~~{a<xxIg#vV^g<bLk>I+y2arY=!!(F76g031?+?I&dDCVd|=rJ1nLT3P32
zZ{WxJ>+^d@m=k5~^YxE~xzUu{Wl8iKM13Sq*Hudy)2-@F=M~u4Di3BBiVqg5#+q`X
z<7*Oh7i=3_XI;nTD)dx{kGwQL`AeA*O$WrU9zotzMfayqI2}i49>)>!FH`oD?qdwb
z@9rn<ix6A$`kgfB)ISsFAyto-AWa-;AA+v(NA_S`$><hZy|Yh+JBCkjFfpJ*j|LO%
zp_*c|%DCi~sKMhcaZE|@DAC&vf9ghiIQ=}PgKU3o4E20p2DWd-$B(ZeJz<c<LSQo`
zkyl*52%7Ml-T=$m*3oA!O*bIT7nChGMsOc~31nS-dh4z5)52xeLQBRH-L2yQw{Bab
z?hH%ef~qq!x2_E*^}n#tp^JaXOtXr^i_GTxp1goy-g`T?^&S5*DUq2!-*U#w)<0)c
zIoRg>YBYs`6#%Z%y#24Z*&HYY!{`z{+$k<o+vi+R&&BS}brH$^jDiz9?QvNV+uOa!
z&p9|dOc9+3?;t_1NorCkbu>((<|RcAFCU%2ibM3;B-=V)9QM1m<-()SZo9sKzft))
zZbhW5uqvM($m1f@_m}`4Hk_n(Kd@*6QrZ%=$aQ$|nDp@qPH_@p`DTq)e%~TFS!9?d
z@h>wwv$t;BiLxyriPfpn3m&}9hI&0Wb`ouZ3HpX^VNB+tMK>DXvYPF?dDM40GAs@H
z9($H*JR(uT7FyPKtl7GXJx>oAw9p6`tJKJGy<?%8b$_U|nZfBsd(2^D4{fr6@!xnh
zQiyAxEU9aV>Hk~XP0f8yUNHZ-53Bpd18TTK+=NiE^o`q+-+P7Mya_rZ3r4?&<$y1i
z1xHzbP{D7v?lM3HEu%&kXa%2tM)8&_EnMkg=4|;&qO!^jk5C`vs-QtfA0F{(m2nKC
z-X8hO?gBR`n8`-`%FLF|?W=yd8u!ZfmdGGFMxd9WJ(iV)xiq#5SKn;{VV(1M{hAwb
zB;m--gpxAIpwuDn<l68b?y&IPsW<JSJ1LErHFw4)N!)TDn6KT)U{T4x2Uif2@j_BS
z3!`T_SkoE6>)~jeU`v;I=_+LzcWjcVWRSC{$iXn*Ou+XfTV=S_3!9Jsr*K8kYSII%
zX<T&=k;u1kZD0;YfcVD%fqevb7>O~NcVA+i;>Mo2eV0gfvv~ljhvB)n<gtzz@d|E4
z_Egof4!};~zgv}nnq2z!O&r>eQ}xcddoEJSaey-B(5(R}zdvYOp&M(ZA`O;p*atgC
zM~NI992gbi#Js&*diWrBIPJgs^n`@%Fkz(1_9A&n#+Z58C0~;QSI~!j-};6OWL6;;
zAWOoN#UF$5@{<Co`bNXgITEKbZKlIJr8hSFTCV(r=9d#-aA4*SVAYQP{{A0_Q2T2Y
zJs0N*>brgOvD>|eO<Uv)6r@u7Cgv*mZ*e&#VE|Jjy_tw$UO_qd8Mz(7A4iN`Fa|;5
z{g5b(<Nei27`G#okoJy_c$iW^%I^yN=9eW8ct^K6I6^>Y4XXzkp#dI40LjKe0}0&c
zt}Y@nvMxxJ`V4c5mr%U!!AulbRkfC$1<|RmgE<pN(n=0lbH2r9!XWcx0`+-9)l4GQ
z-VT9(Dn3fR<}=3n=j?~smjkS7t@_%z=fQgx@(jP9l9(@LRBq|jZp2ZChujpbKrf*8
zi~eEw#wK>^RgvwjyvD$*$Dt3AJ!p6<&M6RQHbFvT2io}Uz+-6(Q`OSy_PO|L*m801
zd2+Oi|H-Db`3t0hiatF3DFHLIeprn!m!mb2<~|y@*>2sv8xBqWP-Gel=L8Z<?Yc83
z3*$^Q#PEkC)IqE1mViJU1hPTMT02k(hOMiS0WOR&%Awek#_mQjRkLwy(uA+ScmQ%x
zG)OYd1+5TizHWU#6X)o?DI%YvfQv1Eg2UD2jmMJ&4t%Liro+B{a7hFyJkqoTH7+wd
zJFKYXFG3p2VV`NfWJ%-pZTW7&5oY(!<C-ybd>}fw$QaS=>^DBCM+YS?<HcLr7sN|w
zj8k*#CQ4}7gYDkkgYR_F9*Sv?<`$J_aC;*|vh5+%OdbYh(3<};3H~3%3kbV9f&l&e
zS+c3QIi!tTOi%A71p0yQ?=B3Y35kdh8y#FQ>-rIg9Ay8%^Zw`0AIE06@B(@^By9f|
zDrSFZ{l%9bOe;@0x3VR_OXu6j=XIQ;Aws~sylc#jZ}ek5)VhqGPCfrc=q7V@vSIGm
zHoG>yu2I-_1RpQ;O3mg(O-s>Cik!03b;|1H74L=Ty&N#{#Yuhwr-xA8;e_s{MtHC&
zo;|ud8N=jpCAUTE12Yb&-Ip#PMn?c@3Z$R`w;N*W`}9c+6eH@fxBSaO`!dPLLX%Le
zjo4pD8>oXKF^au5+@+-6<)A(Ynp*QteSIedtWJarL)GN)>*r58P;r1$AEtCyVODqy
zCGukhg)BJXvvPAW2*}ATD-4Z{()Owk4qkxaNx{I)(ecyd<fLih&!0c#%%WN~)W!G!
z>}EcYq`iI&K7A@x@x;u@cnDCcq2G%&>|3avLl)roLFiT@4cGxQ{oQunx};s--zckz
zVj;7M7I0aT76x*Zce%<YCWOw^^e(afAQAkz=i{9fawT_L^JWPWjPu;tc~eirK~cU5
zD`N9hn}m4GJ2Yt;efl-VRd}L1AmA0|8;nnq-T^2VnG-`KCIq6R=HNp~`Ou-KTq{-@
z6>?+ZPv8xTAFpTLXxjK$5`y2~`iW<0MNbwDl=<$Sp8Rr)2SD>rM55v#raXPv5=s38
zxVk8C4Qtk%`gkFYDaGgf<@fI(S%R@X1ksg_&P$9>raEsF+(($&_Y$+~AO79C|9vn_
z<Tp9Eo(fe3)sKH1Ro2}U>Cf`~?)W@UKZQH_i46Sd<{8uAt#bX5oScq1*XRvgc9HrU
z5@MGnu1aea(SRqh2?S7RFmnQY@z8_VY+FIO-!0WH=S3(P=CJ^H??`_ecyoQQx$gb^
zb3cpv!3$<6KX_{e=!@9)ujQ7U3*KBy(7jtL7a%o!Q$2Dl^MpM(M59uNO30NR9(?=E
z14Ym!+0InGhhy_&Y^+Rg3`afuh9yuDAgvzF)YLStFBSzBbj;iE|4q%!6QZ<rbmTNN
zVw^63x&pmkg&Gzgy_Wt%xLOt@$*iueY2|VeH?(?x*>l-^m-qb~4d@D2KSA>XX3IBk
zve#yH*NjfjjZEOXk?pUBjUS4XyZoNwv{D^ao^=&`0IaRkDObke)o+>XuBXuNhqQ7D
zS64pxOS;<H(g%8t*G`&0{Vt>?*XbHWC3*Ed@oWXXAtYP8mm93L9!ClEiN9lPGxF^-
z*?OpH`f4LWA`Lm;qXeyX)%oJbzJHXV$v@DOI8uaxHxk_gJza0eW&(!dBX@TJc#pPI
zWo>o(Aee!P`(1PL4<HC)V(R)4Is>%Ipf;m4(29Mr19puqH$J#ZU&Ga#HIQv41Lh7+
z=cg~xAV%J9*r=#XQc2}GDbzg1<=p-RA-Ql$Pemq37<^n_8O<NJ{{Hee^c|8Odd)mD
z<7cSE;0B8~t3z9|fYTdNjvraf3E@emL;Bw*C9Kdc*Wx{bDYY150#jv#$J7dS1*Feu
zc$B1{<iKeZkHDFsUmF362k>XU4+{DQ@9<H!${w6_zu+lHIQNdgm!<JoqlW`9BtA$8
z?j{JB0vN1dcSXv3keNil5kPSBCQj7+9#mP#7#@Oi_K`aTV7n7=WUE|o>(8e`D>a!}
zc)L$b#Cep@9IRh2q=mcBROBynG|*_@z9&RS_3)Jd6cF47<*NB=5P|Ruz~~6qKUnkW
zJIu(J#J<!$X4vI5IAN06Z@R^R43?1oi=Ns?QfJw%yC6lvJke?w!~lzyUaEi}2AefK
zT=4*K{SGuozhJFX1?Dv!jL0K?Kt$t+jBZX(Um>SfWZwt)RFE4X=tAxR>>C*$!Jy|u
zDGY1Nz0W+5a{$snxte}n0-=dz6K^+r8a+k@2NM_3*0O>mwp(xvo1f*)bnlX?J!dm0
z?Vyrm!8A1wqef`uz-jS>#I-a)xwf7zbHUb#NDshUPMHxZ&hz2J?I_E+I``_W&{CVH
zx^rIoPR<o`;gs|VIODXFtHf8-Sie(OROAvz-uqLN@cW^tXzTDvPV4z$>FHsqPw{V;
zXt_@C7{`HVta|nj2%O1Ympp;~#}wplC2v~Uk+kBd>s5^tLX|Grny54O()%4j`^m}t
z*qeS*yl(I!zL(B?R6059Ahxo+ECs!j){Ao?sJ`exm<SD(#G=|;l9Ayr<9M3!pYoY1
z?~;hifDk`{%|y%`ZHy5;zRgH1bNIAAAH`S64rk^OTqDFz7^$2<KL&Zq*kW)ZL3LB3
zHN9RhmDJt6y8eh?yGVgv^82P+r0B&$ia09T#_za(-aSwUXneV_lOTr@6c3Qt9UL1Q
zD}}OWHos~LxFgVPAf_7la%Kr!2s4~aZ!WDxi<TA{fcW~&PzD7XZG~3M=ge>Vftzo+
zqEUR4^cYzV74&edikD7ekTXr|qE;efpXPs^xCVm<NmWv+r9kQ8XZt<9!j|d2IH&-Q
zo$1P}Qp!^>QGrShUNUammZ0gv!U8f}fnnYLW@)R6mev%(Az_AbG-*e)>Zvz3HX50x
zX3+ebwYiy^(zI*CMyTEJvwP%wCqkwq(RU8Zn%`}O3hjiq^aMoZHU<X7i%w)mlRdPb
zp>kmNE7PVK2z`NnXuf~F7f-jy{e~rcTBIC}^iaQ@!Rp7M;Pyi*3*di4-rCx1Ef-RX
zZ@Z2=83%HQ`DR#jELFJp&Q!HhMC(YbYC!YVTu%Lrx?&T9n}jv7NrDfguIq`mk2`()
zBKEs*F#U^jIY*Be>xCHoMAqC?v1?LW#PeHzakIIo?<J}3>6sSx{bzP6dcKE0QEI64
z<OyEu*>5Vq!61PI@N%-~H<<mF_2&Z7dH;^~28_A~N)m1@e@JaS4i3gLCSzqh^pykT
zvr1t(oQhCPE@nGa+*t1LOS9d1X=<9)iFz309bIH|XKv;RXlAzBV8gD{(L=Ri*ORi{
z7Z#qY`_ThmuibMs87UVzCO1fH2F!}(sV3;$lHC@1e9<x3^+f0?yE~ipG>%oZ5-@z*
zxROes5&uqSo*rXXVFRi3p@DJ7D-u`0Z70d;(GEm5#9#h%SiOB<mUMIM1->0+un9K3
z^+a|xzr7Cb>=Q%!8F8OUNQ(nGDr`TLAmJB$`HKPc6}69%72sP0Qc1wUasO8aD`f5|
z!1KkhU1X`lxwHH<CUb9zBz6K`1CIl5AARAAz&>fR02+`dBN>`4J(xUWj#9qJCtn%D
zH4vKc?~8vKO3B+ids2QlW|o6vYf=8(p?;YZqCYXB`fpdlBx_4v1N_Ti3-N{02?Q3v
zaS87k&9E9Kd9-rFTPOv?w=x*}&JM@=+{|pjIAME%!pOoRbABL-kt~3dogIFxG>@8C
z&M4L62Z>UtuHK|<s@IIYyl$ONMMo%peBw~foj4-QU5No+^xueV69ix^5F-p6->U#`
zJXjwM^ns8~TxA)0cDC<#$>olZjWD5rj_`w^?x?ZM{H$hCr*D1-ihLR0VpHLR(=D1i
zTYX-qkr4~MoT+%-*<)1|Ya=(gnoblv&bj4Wm5uO(sVw5tK1@PbbqdhI_S~rtL|oYr
za;VkdEv~iDDMGGBiDw$+wRdnmI3v0iyCveGHjf1_!(rYAUOdMDeI#5Ap<xCm7D(tC
z))`Mv+1>bUHuKrs9|#S}a;9B3*1Uxw^3!dy0zTK^XqcHI4rBDGRv%GlaFDXij==hE
zIbNYcrnvxc5;roUgTPuw*y^D8nsvWK+MbjBe{lBRaXq*H-*9mvv#hL!jI>KsDh(x3
ziqf9akT&fdB1(hyq`ixlHln?>CrL|7qEafZ=i&VRe%J55?)&=Z{^NW+oX*ZqpZ7S9
z<Mn#3*Yx3??%sb2*)6_p4lU7_*ozywInP9XLNC&~hRhqnf+D0WZrA$#M!(gTByuFE
zmSa`YANYQIX)M0pJ?8G5lL#sJjC(>1>=gYWqi=!dnmE6Ie-C~29s-B^DWNo5$3Ba;
zc``I*0&Qe!keP^;c=6`l&l@*xv<mci+>a1bxvW_C(Yoj2s~<)_!K|Lo>0h2(e6jFa
z>egmkhoVy-v0WC9glHm$iuJOc#RS~0Qg!(!@jx3I8t$if(fGzEQ1JSHuYa5~_^_#o
zE65@5h){c9@%)a8-Uju(z30XPR)K<6wY9bNb{H?%O?B(7^gN+dZ|&i*ak?kU>wb}{
z#Ku(Eeaj{@G3$G8=<jkU8eO?CrI2h}gR2{G{YejcecdOdaT!78Ykcy_9hL6FN0QIJ
zTsY;j(c@cWiQ?x^;xB0|Cp%@SOix_bGgclMGrO&mJ%&~~drnS8<#%E=I-@vywwKZ6
z63>!%Zs+XhP)VYxu=89j-tl>|qTos>Cv5<BeH5~9&_7<dc=4>lu1KwIm1ynowi50K
zNsu)A_H861y2v0~>{6H~pjP@sLam|bh>Wry-OAxuFU>EF{q1#|Rn4Qb<f!z-8ZJ6p
z-kseG0N@BGr`#`Q_Bu>C2R}@KB(=5D()C+}?|>Y^z3v+hWo7a-?B74w+}Wnep%Md8
z7!q_);N1qG2{Fy3^XDH_*1g=78|XwvD&SXJeeD;7mh3HBQgB>HPoIuLOmy+z9W(0E
zA*nH+ul_TkU8TJ(CmMLuD>k>}b-2|WVl%r%p94qUcw|OK?0t44UG~BA8Vs(zwXhmY
zsXw**9aYzG>~MC?HADV;dOkP_iGBu~F*)j={`m0&%HWSzVSlI1jH01UWU=CUIB-Sg
z(IxHqP07*+fR6DrF{RroQum!O?d16TJ9ao7i7C1h_c}A@U>=QK=B2Ye1B(T1A@v1n
zvsy~CagRAsido;fMP^|K$22!LOQ#3hMtN?n7ok>dTePs>Pr+o~7k_j1Aaldd^}?H4
zwuA+?uk9<940-xgcf`6?fG_6$rkaA7;)|N@0vb+5YB=jXr)TZ$53$wU%}nMHFaw!A
zXJ?HO8^SZgz&x&Fg|c|xiDMxH<gr$cyDWaYpAt_Ka#M7pM<%Nf#mZr!onL3pZKghE
z+9^ZTcU1)!6D7HTe7W-j22xICF$oDdKg^(6zR{5uTv_+gX@d79C}O6FdzyX0FbJj&
zD_|?-X*!H;N&uQ=f$sR(aQXoJ-2+IMA!E8}XIBL|Kcd}&3G|JUmH#ZgF9~`^S}3Ga
z8M8$&%_Ut7CozMVDMMmKA3fR<xC(*6K7O;kP{RV}{f6dOQA5KdrxDWparAxi^73SK
zGQwT>jWs=YNA+Fc|ER^rvb>gi-trPPDv)=K4PYXDDAgSt3YC8`D~tlMtttr$DHXP3
zN)8xiUq_BLqtBgoZV4l_Hy6J1`2?%G$+NMseMYTL%ig8fAkR5AJ>7@~vl;QVk5ccU
zI2T8`!=Y2;4J4)(`GMr5x)|e*S$b+1>ilP^*&VaqK7(5y#$}SA2JxQVB@n!mR49O6
z=VfIH%Ub~<h5PEHE(P&C<G&t9jFU>XP9uUS2%}`&lXDaWlEr(whv#f8HaK(t37=)}
zi}!_#IWB77X32CVw#bXle;~#W2oLW`aSdF&BDqafDfLrG0bt-3y17k1-=4|5HaX6o
zXFh20n3tS=`1q|s(dlGr{o`AliJkT}fY2cp9fE&{h_5-ci-Q0eel4ENT0isc`;Q+)
z1pn0K`$kbwcemS3jg4d`DZ*ep`YcL(;SwSP;c!8Z=-)y^E{F*hWN<zD=^+$jSFuP*
zb6lkv!st4;owUlBU__Ljq?aMb5~kcHpXocg|8W-0(N&7cZ6R_y=D*KMPSaoX=O=sP
zvnnQ^;I@x_O%?Cg-+kkd#lV9qctNg0snR3kbCmC|Ub_k2=sRWK?1GCtBu;MlD!&cm
z-i-QK>yIuxpLaCKFPG$pz#kG{K18@!-MmS1$d8^l5javGDqyfm5eDnd+xuG&b8-10
zA@alG3JUR-aT|bK`=0uEdmn<F5CD_~ZW{rdpijGf`*xN2dTNFS=+y+FC5JHzLFo}e
z3gvQ@v5&jhxww)F3%eIjadT5sM9X{0C!a`n9qEfKd77D<XqVbFUGe5}-Tj@0Z*OQw
z*`1k8I{HqQ{pp^C9_9eMaLL53A&M_HmCxG3`zi53{DL8GuD*W8LM!5?-FFgK0c3Ei
zxRsUF-|JrrrQ5J!1Ib2s%)47k504nhQn!Azc+wQibW(|_m|uEx_44KP$yW<kVFkE(
z>lQ)~3U6#M0G#-lIE5Y_i=p@ws_Ui)aUC9c`>;$}qAR#|(i5OoP;ufE5uwji@p<|3
zW$h1KHJYgdFH`qE3Vx;YTSKmIcw|IDP3?h?>_~<@(ego_92^4}Sp;h|-}34@922&^
z&7D0GCB23jiP4|0YS9$GV-G5juO!28Y`NNKdkt?abmO`^?pyxe_=_@9!2Hm_(h-c|
zJXub}mcSGYU0fzgz2gq?VfEy8&(??cB_X?#jKm=FPBM2KK<55L%N<DooyePad7&~n
zYxUE-yy2+zxXJOC=O8#@iU<^)UQwT$Wc5oJX-N%MEvx^RpLmWqY3QgMk+5Ri5_fN%
ziOIhFZ8c=40sk<26KEqURm_uUMLzTTRGfTc4p8W0Ow;S0o}x2;3abB!*c1?Ls;@r`
zVKotCi-<I`$tJfwMw<^SmS24QkgvV*A+uENh(9j1FAiDG$<R_%-j3ee%kCZP+83rB
z!kJ&MIQ2sA;54t-M5$Pm=kL{DXME0+%4x_H6=NdWv#RRa1I^D5vj+qFQycES{F7h1
z=+-?PcoD#FDSg`n9@b$Gx>1^LGCp5T$Hx{v!+!R}PWlPo-1vxhI8b*4oargL0Rf<R
zkCOpeZ>V29H8vPPvLAfskhFC5diqUykgoEcI3agm^vk>xP?HAe7^~rdyNDU2kYqC3
z*8)PqXr(m=Sy*bq?!WvzIg%ax$KBPa3i~szI=xhQz2W2wK|y8t(67Lj#<<VV_jHA*
zmuY*i*<+V8Zo@>e&Cf4I<LrCkidQ=GIZh?}JwysNCTQn>zRWLH-EwBFpWmrdD?K7e
z*$$(tesf0uba^74cWbL+{|C8at^zg#N7zhLJQ@0$wPH0N2xMvGS_f=oir_i6Ve4@{
zQBpcRT<z0HXz(6OLO&tU=z$1X1`HVwJeYvlZ8+^9do*&%`mEgXYd;zWgaDs({0az$
zKo?jA;gBkWz9A8)uwSnKgosw)A_ySc42LoY6kHg!5r~A?XJ+RgB_|&vSwJ@<C%ryG
zP`|gHMo!C)SF7Y*#M*Tfo&__WcXLlf-{G{bl%guJ`cUzn4<px7%}|+vm4S4af^aY`
zEic|IGb{7}M1CZu$rkH{Q&}vqvhZUpE$bz!mc0HQU#p)qUVndJ*GbwiX**YOBUuwL
z4UA&tt=7mH_mE<@7NMr5hAze6dlcda-Q3)&#*SSKdky%-AIK_niUfW^zS{nQIlPz_
z<x55kF5k`|R*x7`NNh21o8#+4A$b2>_VeRVVyMpN7HP&2l9P+(+XyAz)?U$;^G%_R
zV*PG9)E>^p(s2@{EkZRbJD46lq746D{Z>r)72BTs7J1$sW)KclmFR)FJ|!f??=W!W
zBCGc`x`&v%qyJ(m<QVVw+G3SM;6sg*EFOLvn)cjDR~{xC+WB#wE8BLm6V5Ht8Ns~8
zvv&*siLSy<${yH)_UACzE}(XKrjou7aej!5Ch6hOOut?%#)t}p`d^GW9sY0ZI6NAs
z38H1O69Y#vNRrI7CGo#EAUB3NDVVQjs<MdQV1H>X8%Moo_)Le&=wYgxBKp0{2L_m~
zq`$s;*l|WRL+uRkL;zHy*dTeFw`HdQvut`C9==f=G~vZNOTW5*SFgPI8hfjpHcoJ&
zx7duKXW;}{V5v%MPV*C$kg<sa5lfbjj>FoW&rVr)vgk|?La9zVVzy)h38}+By3?YN
zjtMlZ=SQCl<i_+N+a^tGu7}#=?rvvTW=k%>;1su`jmc;CD<#$aIS)1+*!P0POuW*u
zx6EliN394;fJx}xhCP{8*9<o?MQqEw8^NGgPF|m()x+o>9L3igj&W&jtT7uBji%X(
z85T!}cuaqWYL{&_+wFbV%U|o}?$1tu@={89=H@Xklg-SiChmFpeJWG}_vo+Z7A9tD
zo!%KISdy5@E!=FRkS5UYFr<;<;8!d<{*(`<?Ww*>k(6B`kxe0-pQjmH?$wA>mugLM
z55>^T$MFtr3zsoGfjJ=a$}5U(xz{iG1UVl1k%p2*g66<rb;oDLZMqG)=N(0y=6HT{
zfM)X@(b`dY>gKRw&mNiRKXN$rAEfOa3kY6SZKLPS-vs#4BPY=q1>-t#3`NILM9XTw
zJkD;+XHx7{yQJ}8G{c(RQj3lcn?U8EktI+-ZE^yX&mkJYU~3LV3)jEjcqy8$Y{H06
z$F@WGP7L`SY+;WV82S)hkTHpJ5box!&*xTNa1`Hj8k%DHQSE8ml()^qDR1_L8fi7t
z@mUaHdQ{eBl30^f#a%(x7glbSPVv7?FWKPd#`NU9<byOV0k4dzyq_lcSj(*_m;q(s
zg@j&xGvIs3*ZPKC6;qXze>-Eiv@b$`+mc!*F(~qW?F$kvfxtB@M7QE70pTg2A#6&l
zYgJD<1>Mb-d)QH<Qc=F<G+*rwkNR-%M-5xd+l&hs68tJF>YQ?zRK*J|3XS|38Foei
z4aX8Ss3y7(o**W<G?_CR)_=WDAQy=}fjC6rxC#?<7bWA8ERaQK^xYCOzEYIf;4(8;
z1Uiy?vA`K#v`5(^BO}`x884}+?M0(KiV>W{`CU5tut58Eb{@F#z>}f+MAnll&yY(j
zLG_H|U_Ce2NWi_($354s`7>h%*8>gVr=EAb>D@V~GH>j=@Ti}DXPn9Ck$DO;gMGZ|
z-38_cAZR7}e(|2@ETX(j(5K$CiMMBrh<0E+h5x2=*pZsrU#2fa6H(siDi9z?2SXZ~
z8Inu6nU>=d;d8ChCz47V!4IM$^$99kZP<;cS9_n`lj51IDYsU>;g1@Gm35Vr!pboC
z>617zJ&~()vd~)iJp25SmxWW?)MKt|I?145NHZ#xv>VF%Ibr1HMNFwASrp-Q@5^1C
z$vkp+Zkz6`+nm-fdid~NxTC%kQJ&K@X%12C!WYR4l~IiIS3x?uy5dn(k6?KHRnqw^
z#4s-tIdjsWNkm11o3CR-1H^KGacm@5TcLB@=8KI`Zl6Z^CFNyA7w#X^MVU+qzCnn7
z$f-|WJ4w@&`{dsD;~Xc>rp86|wg>g-mn6u^NlU(DXKs%)Pv$xvd&#)0zSa07qQ&o_
z>n2PwW>wrtPQIQvJ<-Q(y?`v=?rdw}3#V1>>@Q}j#BVHp$e?%2>*9m`9c<ICKTs;e
zrt<y!_XpnIaNRuXnk1rboL1?#mZ5juh4bbsxTwG}a2YpHc>3X-K~<p-`B*|?;=Z*d
z0MJ0s%Pp`rUki(g(J}mgGLAzN6B@}2Ye?dO)7S17`q192F|_}uD^pW-?0fybUENL+
zl7B+HrRvfzD4XYO_?K*Ixjg-yP2sVXPUD}>3`zal8&wgUAl|dCnka@LEmSQr*X~oo
ztiVZg<UK8<vQQuWL1juEw0iuXm%bJCZGklhso7O8QXMd?s(5eG@w8cWOMiq9D53};
z9Y0`>KH#+-EFf_sop4)Ol<DI}JRwQ-1>f`??g%l<l_H!U5JQro?4wQ5K7oN(q9-7^
zKN)xn**}=e!XzqMUdR4gAg*m3#o;IT)T>)sY*wqFmp$OlfJ6b5aG6)4*@YtPg6~W}
zJWVqY_;GNnHDzWJKcC@$uJZk~i6fU6pX?K=@!sk~Z)v%;i{Fu<S3&dk%F(YT`jWnH
z-;|GVj^~&5*u_fd^)cGl^h;PW3pH%;EnaeU+!d#yG@4Mx-KV1PyFXLVakg?#I3%dB
z4pKhD36_wMfT3RfGL$_KCZB@ELDzM@V{831NOoe|Ja%m7zI_*9+l7ILxi3g8%i?1=
zt}^&dRD8UCS@{v={6FZ5e8sA(sx*dWyR+K+b53>*{yxQTRk!@B{8&L9L*G$z6QTWS
z+AVr+g*W)7WE$hI_tDOCar5(cF8;v(YnoxL-Dl7w`ovJ7JK0*8^>Wmyn~76C!+bMT
zPIYVIC6s201r7KT%LJ+{d=-!PUAcVu>W=3UJyD*MYgIi^<dQT>G%=QHU%@b4PVcCS
zJ&7z#Oo;9=U;sV41`{2Xx2c+$jf}@dM@5;?ebx7ScS7|G*QEbOrmUe9g|>KK?uWD*
z{z$~!gz&}J{E7oeCY)+3qNi)H<9E|jT64&7^*EEswR64B^Nicot+nZXWtDs-lb|!S
zOF}?cm#;2pk^wa-3h@^U>g(%=$RJ4&$7+eZXbg$dYx(EQ7|<;Uqa(mV`621^^<Fby
zdSP0mu){b`e8;%$yFuD!)drk3C8HS8LXz1D9}cO$+q(W<Lautw?=YG;nU{I<`l`2R
zg*InML-midX#)k$0f<~OKN@x-?6BhZ-YqO+_TPUzHluLS_-AmK{_5l7)e_y@L+_sF
zNDG{wpllR4s0m#N8Ajv2+&2L8!CJx)I3m9qqjw5w?T~|U)H}`!B$6uI+uGWPaK=6%
zj2TgkARmL+Ny3qVIWkg7dV1#t4$$tU-zqkf!F9}vA7^^=>lbqqI~j$Mp>GlEr-l=e
zMj5bd{Ij#ogkfN94xxPzg85j#wM1{Ho$~ih-c0$;v@hH*v+QO|9nD^*G(!Y!i;V^F
zNkebIp;Z_FZ&zpG2l(Q2%)hl`oNj^TfZJPrTWn=eF|{W~Y)xaL^^`yDy6)HpKJAgu
z;WTlZqVI^@Y%@83+O_h~<Sw08;&aFanbbDYuBGSIb8nh{?ctrU*>IzXjAs8?0s@_F
zByjAUQH1e*w)F<sAoI?L3pW|Hh_p*%Diu@O@H2(B6aAsnv=P!Ov;BtC>*C0cGUl=)
zRf<7tS)ak>v86D<l6=En@Ypy$PdeF`$IuuV$5MsikRLw+fXe!4xPQwg;lSK49pb59
z@6jy8suprPE9S7~zdoIV{$i-t59aC&-s4yFks{Om)LOXbiPjd6&Yped;+jr*kA;!Z
z+7OlZ)BQB}tXeLnHVEqfS_P+~ZopX_7``;T>&t$#>EleEu3zZC*5~gKk#044Ri$dH
z#1?$B`x^Kol$~kz;kHMyO>nPMw^}+i=|4*Go;Pmi_S-s(C0*u^m6;-ZCv!MDPa3=^
zx~^{al}+C5W&6sDgj`jt%jpjaUYF7^d9F_M*B!t;zHmL4Lop`v2+5`E4&7|HIhZ+y
zeVzEu{@Z*1-h_Q?pZ6Y_XK^n-&c<veCwXM<yi8M)wJG<7@*|!pk2}xE*`(Ot{l}m)
zN*c`NbMCPxg(g;`Hg-J%l`h!@b3se`68&n?Pn^!5?W9u|BJIzS=(0nox@huS+57#Y
zYt{F1@K}_)aPpFweD#7a?}~)})@nR+fbJ-MD8;w<$b5i9Mo-J+d=*~}wg9xIxb{@_
zbq2$`>mmF+n>n}b=g|`J>QvdKd9HdWVZy?Up_Yf+y}hKNm|PUKD{I}7_KHp66u+Ig
z@jsNm-8`2|)QQ@3oh@d|Vi&MR{@wQ<_2vJlvwd&{Ua!RVU?a{@s+;;Pu^&&RDAO_)
zsDUnn4~IiBsR%~kg~O{9Y#;deqdDvCXBeDLpfjbdrC|2_P-3C?#oJw=gKNtNmfbrG
z5>~$MRpUSCv+4W0`pT9=BO95fBGWr>%V(By&;}^e0UxI83j6zceB0@_O%<yZ9JIM@
z?@3U<f-KGHqAFnncQZEonuw>~x+-jL4^#aUhB?3$d-BN6Sm{1#GEz6-vaYo5!PYye
zt)q>^%_-?Rem`wn$)DBs(zf;6Nd4QJCfV!!uo|C1sebX|#j^VP8umjYGPhCsON1p}
zKcL(C!y76;wV9l__;_E}n0}_6aiY7{9kmq}W8~CidH<n)&rgp|n=K1Dw<<l24}n<G
z%Skn6Mk)-c%P3IrE-tqJxud!i5FaymYxW|Qg0o29Vw~ceZJW1f+JJz@xky2G+93c@
zF;1a3xUh$~7T(&V{Kl}8kvr1tYhS_64-zi#g=(@3Y4Y{udogUJSWw7mj^*AxL)Car
zeyv$ETJzNpRNt%$&O1sx7=2UU@feNBlO~-P=N(7JPC}vu%^#;?lHhP(+H-2wKAvaS
zmX|;|NQrKrE2$l*3*Hg8v4|^GI+OOk#UrPUku3**R5uybLN)O~i1n$o(Z){sDRSmg
zr#?Kg$I)uuf8?+dXZ+s1yRUu_+Sn45(s04~Pc=R7W{x`6h;6bP3<TF5rE4x^BQLRS
zD|Qm#$_Aqy?hj&7XsUTU$!R?0-q6z+7*NC2-{0C+mrs7Z#WwZE8#4zoRVwZ)tvqRk
z0Np9{<q5$9;$MMoOeAzM?g7R%=^mPa?Zx=yev(%=!92MoEov8Z;uIdL%Q0Ju1=Y|n
zR?r#sGa)2WKo})5#zHZA)YP0mEi&o;hJAc$_noq+8`DFIGdZ3#jh8%<Pe27ryRYEO
z#DolC?a0{#)^47wjSj?i(#*T&AT|>>!7H0QM30;!$#BQma$7&vKd2lX!WN5~b!~{2
zJ4a;9VENz2dL55d&4nRcCtE<r!vx*%L*`3@zYo9CeQzbVVZZO%m}#fhm(iG3Sz*S;
zmoGaJoA%vN?-gog{gs{_ls)-q2(@d12fZa8I3Yl|diGKJ@Gh)U4%5HWCr+A6IR>l<
z{}H^*@17xLVE?P1?oMRj-C%a+vpW;gKG5?9->kV7-*HimyzRbXnuiYd1xEOOeD)p@
zz)WXFunkBlT<v1CR-BY1H*aEYy^?nf-?86&v%1rS*B&OJZnklXT_$>8#4ug)Y^PSx
z1_QJaXcIb0N^vGH7T<ViJgD>c)~T8@?zwY1n)69_Jc>d<9czHH>&5I8v*vAnh_Z<L
ze(!^rclKNIZY6perzt6~Hwb>>bkMpcA`s?%$Xovr$4pr(`)qfbU>km)7;_hxMQP%6
zKz@{Q<T0S=+6m-!{U@R)hn=vbp%-bxC$-m${2CIQeY$G+cK52JWt?ogT;9UXe6r}`
z*ua9z^*V=3be=|$_pEK4qJE1i2Ukb#Ppxfb6{{24Av6-;07gFD(}JM8vn1oYbyOV7
zRNu?&k0Tu+h^HMFdbL?jf&b64eqkJ2h8JniM9GKV)HBu(k$PAYaToCn``io8iram2
z;X0bQ-l<?V)m~kKs)fCOPuUs0fubm<P~}-V)tg_<B(XQ1)IR2RM0M<Z>pBsNh;K3d
zZn-3!Ib24&{_nX)sh)dv+=GKvaI-+>{YcGDcg_<`p2l4j^xS)-eYTLP5mYDk`K{Ja
zS9|lYeEQmU=UYuv>zmCAjQR2t3NZ`ivuVs3W8lmwuojB#rZr~1Lt)+~(y(EJugkja
z675elGUKivV6;nY7dtqKDaRU_v^?5h<6~=kE}xX^VNKy?99oXYSyo&yS^24n)9_9q
z&Aeg>lh4SJgSqZl0>J#%80so%X=zO;$Gmy=oLvx4iO9AqZUG4}yd<+t$hBit+5ASn
z#?ZZFG==Cqu0EXj5P(~GLumFyqPO>aa{Z`3tDXpggK6dy6%|UL&gf?f%=>9K12U<~
zqkqTS-Iok>j%KF>F<=|UP#G*A#gsPd;cGf&^=S@S?2JtB-(&NadvfdZv4R-YoB99H
zMQc$#dK4Q9;3m$^1pYw(v7-#R&LKK9PGdbBbnR?$lK3Aa)a1uhbl^Scxp8~G27eL9
z@0}eN)zjck9sJ?kLJ{lzz7o$Gmw%Wh(ktk4pyCKT?qk>7N~x}Ri$7Y!aWJj}i;l^Y
zCE50J8|S;e&y?zw5cpmwf8(7r)^M)f+b{oEeP?Bhm(4L9Yzlgm=p4h?sA~Y5jzc6@
zR;Re@Ui9_cFT1(o_j%HUbg}n`YS;G6m#aAd>=>Gw+CqY#=l%Y?8$Z3F$$%YTLuv2N
zB==?7&a7Y>IbA+T%VeFo?Q5nq;eo-nw3ejMoDvl5NH6`-b1z|R_XYIkXYYP#sS0K9
zk~w9)q)}FP)5_|gkkEc2-GG>cQ=x1>u$~CoySH2QCl_DcHFP&CAEe*6*L7!>#s<;`
z3O`f464M@^gv?5POd4(`=-bMa{<Uip+B%Lh6AXHPpNQiJ$ufoXy3w>w)k-}d-^ago
zV4uj->c1<gKx--=WT<-5^WAw^7da9OE{Hs8mOXFO40Otn>}H_#%`7%qRaeVtk{#o-
z6OkPmk6(ClZ|pH&)tVNvzmB}SG(2(gNKD(>Pq(gEuD2x>jt`GOs`OAtLlWTkq)Sib
zp>gEm;sVpn<Gf%N_;Vb|3Fi_O!&eX$@!*0W!nMf6!AqAeK^h&-qqhcwh?x7J2lIf5
z7Om?=I9w3ZWf{bO=Z1Lae;q151oon8@o*|&jg(f=^`#G}J;mLU5X7MVHbTGh%kFPf
z#&Tvqxlk%v>fEJ?iz>Px5^?=J$bi#CmQKX?LUvO%KxrL@A4?N*6Tk<*g@8c~4Jbf8
z7nfDK40O(qLqg7>B@>GFgXznY3|0e;K<5D&F3@0v4GbX#=ra`Cr+<Bkhm!XP*dPH1
z;Q`=M1fM3P4t|STc1})Kuoc^hr>tuab0`Tjd8TBbm}Y-@H1M(N*=Nbt(e=phA4aA`
za$a5#(0%pi_m#=^Ltiv@v(P1o(Jz$Z*^Rcli+*QRvVv&r67a%D1Udy>pEu6%?g@eC
z;P|z7R3KT`i-Y7RUhMNSGQ2%aXoa3VOKVnu<YEK_%Qb?(vA+OHW`rK96l!na1i4Q0
zCIAD~%3TC8I}reWj^%(Tdc*fDl;QsV)OXi!C2`}K1#WM**smV<Jio(<ifO;%Qrr)8
z28Fq@R?+n>#wUqB5;E&;x&!ycEXh0Tw^K|ZEoE^@sb}SQ@&lcJH%_%j-fS}g%As;E
zisYFlk-{t+!ZC;_5ZJ?F5Ss7<AQ_3v37m#>>pb#AL`6mW?fT41fB%|XTw0<G2n%~a
z=)31(;Bzso5=z;t?I{Z2D_bFx3A}2IIjhKxBY6ofE^NoDS^nSTWl849a=YPxw_Q}x
z#en3Ulos3OxzfuyI+!)}|CPuWv~n?C->O%hHFe50{0;p?=<SknbKdJ>8*9!6>YZ9R
z+}Ff9OnWyl@)&)*^Y*VZM$;x6^~97+^u<-6wG{jQQJ{;-2kZPOH#e~vAl4eFDLPOd
zi~dtX{Fq!c2=<&A`VOEeKm6TS?h1b`ybDYXKM2hc!~kJIlb=3$0ExoCimMloK;IE)
z4u!mLw({<PMnsMQ!%}g=vY0O{F77O9B)sIuJ)c7F?!Obg%MHFir(pdH^X7q>Ie%sC
z+cb?;pPg&W-jLlQ>DqZ{q$6Jr$3p%`73=^fgR~?Cb05z5(Ncce(Q=nbTSL7_5fZFT
z7eq{oC6g>Z9;RJ_k{1&P^KV*o0I6_*HE-j#ZAKtRC}3r%Ds;vBguRl0!Dju1kD-C(
zQ$u>y-vAU#mni7Ev2bT+XC0iJBD7=VlMh3<+-LcU9vq!eN9wbLpgndgRfpHcgFZ}<
zH&lCa^ndHpLwaq^f3Ewzw5s>(gPkx#lWn%FYoC&+L@Yl!O5TRc8SkS1vwZkNnPg-P
zL6Uva&3l(eUA?BD9Wa0`qv~1ue<MX&`r>wFp!5;&M&u48|MNeha<eP{5tV;b|DSk~
zMFhc%HlGp}66&0kRdihti;9p<Ju?_W<(}@Yke*UL^YDM)-!9JWzgafX6^1o?)OZ}2
zv07_u9w@kczSp_s2urp5uuWFP74`M)+qQYy`X<V<bDOHlQY|aOqdW06fUirF_~)1@
z*@NULUWr;|eu1K13uGv8tu-_U4#>*O`&|$kL6Y3=yKltN?)moppCD15G8m1a@hS0T
z3TjhTDXNw&==ug{vJ8{gbsjcF@w&0^I?rV%8_od+u76&~%c<V4JiB-71r-y=*~GM4
zHP;fw<HM87UQK3|gaI5yRgUPva0J?ftlLaWd?^$VOc4C72hvsyUnU}^?T633ho>8&
zfi0x|+l#axR1QZF@s_Fi@;h?RcoCU%=Wadk-Txb0^e*YDsthfxgmr?NR4pv17f~}n
zinH4FpRXKRKwTZjp0R`~u2_zGy=<{F6GwK$z1VbF=Yfku$4QW@$j|<_B=&_^UI+gC
zwkLQd5flV{;1ou%1Z3pN;H-$E90+=WS<f}zC?x)LoRyLyF|PNw(aRv^LOsXe;jAs3
zsgSHT!;S)v&fvX0I#;V6?el%|{iCAH{Q89i1M=(7#!uj&b{(^3;p)&VVavbPM%e=n
zeH>10AU;^QJhz6=Bm2!FM@~UuJGjU<&CS%n=0HGb-)L|(F=2x&<1OOtLAvU=%u1oH
zlq={dym=VGDb?7fap1nVHBxuqA|@ph^|x}e(PUAMSlY9um#yqtLiV`)2|<G{YIP3k
zj)+NmUSQV<O~EF=32~>;^G6W1M_9~9*yD&gADJrH($CAw8-dxV+VXIO#Eb&|EpnPC
zMt(v$;JXEyL&;cycZ~(gAiQ~{E8pvVJLP3hJqf7>9#d8k*+e7DbhfQ4-Ip7s^0t`f
zd^=^6%A~b9h;k%hasajD|2-Q)$>Jb2>K}z<eF)ebBM}UB=iS%|{R0sU@t0?HO%lly
zx;ab(@&y<i1bq{)e$|#Ceu#7oL78l!JM}({bMi$s!w}|bTeL5Dr;Ts>^BQM)(EisV
zr|!hQ(6)NtJ(rzDBX`BT?PGdfpwmg6j<aof=r6$;%JYt?Qnfq~%A0#Fm(G;>u;Fm-
zIERne>Re#$5PsDT8k*PWsEEmm+yTvkM>xl$p!wPAv724xJ+uh8nkLSd{T2U_{U8Tv
zGsrm-o{Kl*2Sn9BdQG!qJ4}|o#QVc-HU>e&`nswG$bm5YtVy_P_IHKMcdpM4OH`)v
zA#x^Np7U29z;_;}r*wWo!Mb<ZD5gWQy*F!^qd0$|s`iZjbQ%>?#P$uo5nuI0r{pd6
z|EMt&I#{A(VbNnQtvir2Xaa`nTyop?J$tVA6N>?+OaYrMf_9TwrLem(OG^EJDt8(Y
zf~RS&4bvE;ru?E@x~AgEZQ*5cFEcYNEN+AthfaJEQrfiQkYn~BwYl*{e`{5J+Dx#B
zo6cYTN_agb&llO_Uu>A|E6H2xhcxa5>xWtG*KAWRMNUos$lv1~_xyxl<g!yift@ls
z@XP)@x*?V#K5w3NyC}vo?+n<tWqpk6g1SZ7yb2iof5gGiqjP~tGthkP+O-!hT@tXc
zUM*bxUM<kejDxbGLINEMTgP=WGc`&uxAg~tDXKd<^5xC*?sYUCkZ|qo7#dEF61;w}
zges4r+@>gX>wz6+`Yfsc^_@F9b-!mliGI>>+jbHrwY=FSVB8oGd)-A#Y160IF=fsQ
zik!}&8C>QFi+FBK?`fEz#ro-%+i{T!gQjenxY>ELp|`@XqCT}Jy7X@7UC22g$9ymn
zS}N>spP`a_X{SsP#%~^RVPf#V{a4jcz-Hu_-LSQmO|vhtxtFpaQdKc@l)|`g;hKxq
zNy(DDJS(}zj1c<&y05Z<3;Yb6lExx7EO4Tq5M_it74IF4eLk{|j$_$2leCTRn?m+U
zXg%c*_P<P1V0ir&E!%Dz>R^zO530I2+Yk6^R5lHBY^>oJgb>dFiUAx4;hmX(=zh`c
z+I9B-(6;be1O^2eDC#)UR(bbnJq<s8`0!ec=w+MnqeL4Lp1{qe`gC`lxt{Hh`<KV;
zqE~kZ?a(iFZcY*H|M()Yu~d3t(XmHAQoL8$)MRUlvN0XK@4mI{4CzsUaliDfeJcmL
zit}n2#5A3s3m=XA%b1V+*e-EWR5f!g{auls=%~iRk9wV1^1fz5%F%Hwr<aBUUEpb1
zK}mtAxyVw6ojXZzIMRxFMD72b%<<6IcO5YXLL&GiJp4vKGZPafngSyB7~<bu&oYoy
zx<!xvsF&L(n}UiL_3NYh%l6?gXJ~4DvAN}{QofvXHn12bw%+h4DS!T3_UJ}ML@Hc*
z!mlld)0zwYeWFCoN9?rNwIKlujERv)X7uF(<57?r4oFy8!m{p$-ji5wLCW;QAV~q+
ztu>my9|)z$asT5+j9WU6BfBB&yjJ>_4-!WZD{p1F%ibZ~jwFf^n<G(dWOObVW#{dE
z8*90=@P+a1Zp(?c@3VN1Ydu)6%rxy<=`r;S#_tQXk&{9OpR2Nl_gMdG<wGPsm7X%r
zLo2TI0L<MoRZTp{Paoil)Eb!biIqU3!0g7#Pk5yEy>uLlwlBoqL-ZslppUVzJg_WZ
zs`@WI2~Y*7R2@Iv-r(>h)(b|Tkel#NS|Qa!7TY$=mLs@WBUErW>mvNJ-}YGfjyTun
zBp2C!xzyiyTcG;_l>#?g{_#N9O54BP>}*&{)7PLJr8Y7-LqbiVfzf{4zGqRJH!?<2
zC329bsi}#`BgsD<7CUKajh--Nu#v<&)GkI{3MU^up|9_8)oE_2U$0fVIzEui{rhY1
z*wjWQj#N1LI|i6c^SmE28>!0ha{}QT(VjnT20Ud8B|{UjN2%W8x3}9^U}u|V*k)gI
z_C&Dtw(53Hjt|HMXo>xh`KT<>*LL#AS?kMsdS7}02Ryi_lxg-m3?Pt%nyx>8`P9XN
zX<;%AsxQ})?_T1!`N5n)?>EO^o=6BZR5XRN<1)%J8T*>wi@KkWD+C{kj*;ARYn*kX
zh$jvIGr%x@Nh6PSwM?edlw_e((A=`#+n!_0=WgY2sE76Ce}=pU?g!qj>gC&6@jJD>
ziY5Isea^&v4z}}Wnc4c>xi&=WJYE-jkA|O#xna-UHO^OZGqr<F&?=eL_xPULZS>sc
zQqPCuU0HX{-KMFSrew@pKmOVNxR#DrAy}KW$KjM9%|3&^%`YI3@p?dOu~;aSbE3y?
zEpMd!1XBc~cIz#9U4?Ep9shHa5-ZyA8|SU_?eaa18BD?#7{oK5<o%2@Aw&+t=-qRf
z#j{nwyIzy3t9LP{{{Glw!Y~PM%DK#_TYap=htlfdMD^jd76k<LJ7*H!zP4_M^ZC=v
zS;+z{Q}VUQZXw#2Za?6C-H{P@<#m_V#B&A+8&ufQEpEDdruo&+(5<RwZT6?!i)#Jj
z4)tj?TuN>u8U++aPGui^J6=#Zo9*njE6LNytkq_Tyj-8aP$hTt(9SNw$2Wu1r4sF)
z>M3M*#kY-TXm8zF;8LE>e&fo}EgPG&@h_SMm+__lg_jt#B}+54qh;_a7MxLF>0dZ*
z>OWqn^z0Met~aLozpO{+SWUY!c1S6JO!<sjjoE&C1n<AU8O<ZKyI{dhRYxv$z$L==
z4LX)5t&&PP?1Gy&<a=B2FW#%(u}g|cL<9^h9TwpZP0@jl;JnmXM`!1qyLK4_+NS%<
zzxfMKg-3y-qUk7pz9F<Um!nV9uJY#R6Wlw;)0qw)q(Clhq|oubTh^nHzG-j&vP_uH
z*1+F<O`mz_o2#D?(hIEt5~WQfUkw29Uc2Q<hoshZEP%fVR(^B()X1B#IXPd+-gbvw
zQn9f0ptk$F1&r)h4*@R)tAt&$!4EYt)2<|5a1L_sk8&OxN~`$QmgwNHeCwyjUXAtZ
zK97xEpH5T0#<Q1&m6ZfZB*`bu>yd9^q3T1+S?Dl(2+TPEV2u(XLnZfeX^_`mVxs|k
zGKpue;Fd(jMo(LRIA5k?xupt;5Ol3cRU@B2uMsygVupUfPQc{__?7a0N6hLmo4B^=
zJg}(EGFh>7E7bKrgRWkFrri9-p~&Q>ZSa(Lg<CMSa$c(7KOKN&ooeC|%Jw924ez?e
zl>FXe%s;q!Utsx#?%eMKmYR`=Z)`kn?ot?~d$BHf4S58(ym|U1hD^l<Z`Y#~o<F_c
zqKvXu<@S7jByweyAJb}Oo;XqM9AQn=pE~_EPVV>gCOxKwmE{j2?HhvA%x-McJPiJ$
zc!iVkTYb3V6YE`3Yx-{Ku4H!4E{Rk1fx@LeGF`^=0@qvc+hVaqSiOWzf=c0GsL$cY
zw;85#-u$IdJ8hSad{y0+^LM>Ae-Yl>Ut7-nM8^`s5@3Ll4Xw(WXq50r*wJv)sbo(a
zOZ7Ty5O)V8;GD7kfPM8;@SJR1(U+d8&}deGj#N93UZ}6-x-;V!9A{@U8uRL-*UR*+
ziImy#{{jPO9Mb1Bkc9z_J^beN8NBtvk>A~MfDw8dQCU{shcCz~m#Kg^#E+2CyB_AY
zqY!z<LhS>X;Pa$rNf8Gzr=u4KkfPidOTCxp_3)}{suD(H)EY!0;27Z1{q%HpJkC<!
zM-a1U#Hstnlb(w%CnY3-;qxU`9~<yNGX6ZvQDR2a3A#B9<Dq8K{`{g*MK->0=5=Oy
zZzNCXi|rTt%+CYMKCGR0WtGGj=(}5b^K%|R_b}Uj<<bksA4bSwHvS%=lAd|fm%2<x
z7cs%NNVN?M6PTW-#6LhM;uM62B1iA-dY^(=X3PnJ>zj_wj9bAJRSx2nx#7ObniqwN
zBHnVK9H>ur)ihlA=QT7UW(UyA_-2pKJCX61_;HAOhT1NP8DjPY2><vd^BXphY=M$`
zC^jt|dN)qoUihh4XV8UL1|qH8J$_$f4aZW-QVaOZ6tK;U9CNFx3}|i@F${MR+PdF-
zPv9GPXO<??vx)c>&qf~~%bcz2-eG}15Co7op9w@fJbc!~#3X-Yd1(nIiL>|?`;dP@
zE|f%_Rd{Y>-nUE=Gl=vE(-i>X5!E@fY9)4N&@qO9whBu~E*U;><*JK_uy7>sNCXdV
zMzvfxo)oF};@Y~aLMM-)m_r)DnomPRcV!Yk16noeNK?jhR?yNiQ~dMzu=ID-B%R}B
znZ5vz$SBhmh`%*vNI63qFc=9;`kT<2;ua5yq23xYMg2X7I1-Y@MEV~BQjs1Aoz4}-
zYnrN`)07+OawgD!X*7EJ_C-JOeVKk3++~LLZiRbE-P}dR#XI)xtA)_~QMT+WrSK0w
zWobKmtM5@zAG1sDRuMOH4&8n>_i@R%tGw2GYo0a_{)17kJ{-{1w|iQ#LnN7dMBv(1
zrnq}0J)5K4R_D9Wvv0@8t))Iq;=Su3Gc+;NJadK;CJ%iSFSyd}G&GkdhhT6gp<T%9
ztR$UYNBSPjlpBOA<r;1pCb;_(&<*(P+HZJz`+r7bTnbQS5<pDs9~f2>5EQfvoiYhz
zk@lk-1laoyf!0`0um-4&FT!`f^7GXnLm0m3#N6m`r|=-&o8%J{7n%Ot50SZePcJi2
z6hi=X9R<k<MF5YbwCn^a<RWB!rmMfzT49eOc`)QuBBGpMbK_OJ-T--kLLwZI8bb>x
ze~rEm*V2i)gdw~jy}jr3Xku9?hfiETf{fxMOBK>1RnIY-&dFYN8))CPoCx)Hpp*~o
z?7N+pXc!s&U%h%YC#(GYk6UdH-lPwbt~emqc$E4$Bpl5#v+UWu|7lq4qlu5jRoe2p
zbz@DHuLRCbKk7W)5h|bAaNx=-SP{rDT#EZ!_DMkeOH5<0Jt#ZA;yfm`?H8z#qbK(5
z-n}kJn`sL7n2f;z;P!}7jDgHS;03@>%#MM6Gk6n6@yb+R<>7JtWh44~Q6K&W0v918
z<E*rFTf8(i$!fbY@`7)_@6C%YKzyM*sp_ioqpycv`VsxW^{1}qjE#+bXDab7nP~k<
za2c$t;s>6NX*X2cwvB>;BA^AHMilDa^@KMGl&9tqmA`b!a_(2>!+l6!U<=0lLJFR}
zyA~2hzrEA#)hJ=}ZQ8%OBWyr`uhMN}-KY+yPH9*|!VzFXY^$xd5mK+(DXvwxs0CQ9
ziT>yjU&X(EGhz@j;ta-;gF@I`Zl3q*Z3$nVVf69J)%RUKn`d>s@rvt#)cfuXZFHE7
za11~g05n<(*ja#lhyq_x8LHJu?*OS3D%5qQ$Rex<F3_H0TXt;G$1UQ!CRy3oFv#t-
z!+gf)<H$0_*sCKaPVDrk4Ln9t48SZ)y11OiobCkd=SCf-pWi(s83ZsfzE4wTSIN?<
z#SWo0q}+o!^SOR4YIWJeYskxl-^>fF3#Jgcvu8bbn;M--6BAB4kXWWF+v_~*1r3fC
zCzpB1kLrvT?qJ531rbiKh6e|kRu%dF-h*PVrOV*)IHuX6H6!g?%3?uy?SJ}4T;a1~
zxrmm8&hbLquhpJ?7EujvrP7ZtTPW*ex$Q$80aD?>(<{5yA%__H+%l6BYDI;G?WV`8
zU`1F%!@#gDsBupi79WPA*e9AtM@RdL2@6H6e}go42Z3SOtPUPMdJj5!;yQVD<}UFx
zSprJPoZL-MFNYnU%xAz!M%D-Ps-1=YoYY%WQxK3rft*}#So7}Ox$~F*U`EI50W0*m
zY~5%jq>xOI*=`d|9w_@wcH5Xwn@^{m6dDgrJGQDglw0qXN@-&<@=zt-$X<qU$@^q`
zyswWNhD>votPZ$-6X73-?Kp>^AL2Md-^45``f)g)?5=>Em1Lw%H?F^X8_RGz1A_$}
zH7tYnfCJ@Ws+&-@Lybig{TK(33{Md`V3qA$G|YPx*X=%L8R`sYoEju|d$_a?!nhR>
z5U}6>M!KYAmTJtMLc{tT+aKuSh;}tRJiMxi7LY#x^;<Y%G}9wS5!SWg$$}2W^J9FG
z+c-sTT0hC&RdDXt(ecm-7re+(bSH69wK45<4CNiY`K*VpUuyZ1<F5TKk=>~vVdAD)
z%l%`2gx>Wk=R80RX#nPYp$}%$zKH|)Btlto&sW=z)a{0koRx*;6VM8xZNpkY3+Z$2
z3V*FLkkWp1p^ypRY8LqkYeNq#(*!jEmzCXd)2Jcr4Dv4!MSz*KXh1vh5ngOBw{G4n
znW*>zo_Q=f;8dHxel?UdA?uz%xuQ$MJCTB8`*x_)-uOJAQ}Baevg5iY1s%Q}BmpXx
z10U6r!LLBTS`P^$#iPE^<U68Jf_fY`?SM#~V4bi%vA{+`SVSUV#F9JU)%8C*d0zM5
zF1Rj|OGVx=m@el{t_&SVu||qW3gEs7Ja9Kvl~g+O_innqYUd%_g8h5D(UzX7i~KDv
zyGB2S6u)t>&yezu-7?czR~MY~h{!wl>`@*0=HC)8oom{~1tt9DnISmvT9B(DWdF4R
z9^`Q-7?G60leBm*heHMfGxTs?kTtDoQFITMrs@oNsq_wBsB($d95aDHvAMv^rfkuN
z6+h%TjdOxbA{a7-MFp<X{RC<Dqf;NV>*@qE^8op>zz2@PosP>U6$EOjM}1_Q?C;ka
z8badmZJaDacTyp#WfBsK@E83>#p29OCN>aO6KO641;;tJf>fdtA;=?A%Qf1HDh%!v
zayXDw7mPXX_+(xXwh7}NPo;Wc3S)q6rss*!?0sDe+Y6-r>kSky_WET7SL&lu0%bfp
z#BoSKK$S8G-y`=YCo8K0nNyUALz2?ONJKe5-J#yu+oCvm$Co5UB|rJPJnjP3-t6bk
zFT)P^fFx*yb!76D>0~3Eh@JG3$}ht1TeO+K{E$TKL0c8=<jj_G)0$@-??#^}Uyh7(
z;XSXgOA77RCc~C+*q=0Sw3YwhXZhiF+T?{~SF+r^;Ga$@Xy?Dzv1hYjnzlkzbaXII
zF*cZQ6t}Fu8^>a3?l_(p8U*_uE3AMrSQEiytX+}S;GGMC@V!(a0)7D9CD8m=?yp)A
zGg4VwdjUS3eBx2aozNKgIePACJ-2jg@bl0vmQ>ZOj#L-Zl*yS0bamNGeMeRmJ0^ZP
ze{3(WPa30T)8o!o=%g=Ho8||JCpe}Hx5$3~GnWRd?A6?rq^tPWy=+=_$fK=2eYPza
zixrMxLLxA_e7l{We%K;GqIbEMW6KAvwvWvqLW!uHAnk<I#hb|BIJ_NUWDdW^ld+nw
zBBCB)%+Yu?$audK&8Oc&4JDWLU@ZyON9f>wMrQ|yz3#*fC@LBQ%9RY4A>;DEczc6~
zy<o>@+8g~u4*qJ5<?brF{Y(~Te;uWy`7(YHx*{~C*3x4komqZ(Gkm`+`a1;ce9nBA
zlV5Fd;CP4~<tV~T<YaAZPNEwnq%GuKrmE8Y=kFyjd>cD`Jh2XYb&yd+r#|ZDM|+P~
zoC-<->)-+^s>;j=Z#{JPVN*YFzO-QYIb4n#w{GPVof#ZdFfYjczof>kiQH6E?B&$O
ze&8vM?}cAS6|$UDs7tPx>)$p8y&GS<yresIiS_8XggUQ(kH3GOUGUkppx_GZc6+M-
zzBoY%&&8aRE8mTo$QimEB;Y?csNEqSb?OYzT(axE`tw^D_Kg&~r+B%cVy#`1PXRN`
zdJ=07-z~5~QhN`6y4=Zk>|e@Szu**0q}K_&Cs2FL&ZeHWOvf&XytltGU(d`Q4@Bg=
zQ%-hynzqm}zLoCO)3<Fe^V6^NbShqnw8(oJ$Fg_JeYQW$8JQ~;7aZxQ&q(HtL$Y1<
zG;>z8=hv74&)&<s)<w%-zgVMqz;?AHC&?mHWNG&D{-t$Nrvz0jOkJU2cY}iCoZfl4
ziW6fzmVa*AXH-9bVYBt|g-;UQK_G%ZHS76w9Gf?e+1`U~s}`>UB<Gk0r;~jhm?uOV
zS#{I!6_ZfwB7lCgb8{y}|6qzp8;(Cz(mgQ5z*Y*acjMmfL^y7{tl0J-+|4Bu6GQ(e
z+AqLWs=23YV0P`PQ0jX^8@!ts^*$6Iw&m*6NHe)2M@L78YWWbhGZc{P)09`W%bYrT
zm7kviF2u^p8jE}+WSxV{HCgyQ`deH5${EowbK5vpN3U0iqzz<c5!63r9v1S4=WY(B
z?_nv98*@J<b90V*Bw95l-!9mbrt6Awx#aqe<TA@F>zeZ4zf6f~ov=`J=N3_`@1Ub=
zfQ3@7pkv&IgeOTU>>?VHz^=cUY|YxmHfJz#1ob!ZB?u)a#1O8a2!V~50fCa-a>tg=
zkpHH?%UbW0r57ZBb{IajQ<^&K`$SG=TB;l$ia>%=q2-I@Ffe1^B{hgf!NI|yyOBl_
z*U8StRsnVo`+4NNvrgA5cGK4Jt)=c$s!<vr8s3+iv%S)3CbU7yR=mr1*+pmBnYy-F
z{i(XPWmEsc`^|HH#(K~yFl8kxMrJH%F$5@=@YtN#T0^+VB>Ct%<ZDuVfgc>V6GIfb
zjvQpCu2NJ~T*NVMxtC`C>xW2KSDyq1LZ)&AC^JbhFt1}&6_{y20%YCQCKy0<bf2X4
zy8l@^EtLPg;zP&6oxon6pCXVn0}E+4$*;|!DTrH{$t(3+5bteY1O&$xoYpk<=vR#C
z{=oRd#OD5IsdWFO*3+MH1!gk>XS(-Pihp&FIW&GJCVN}(=lv~rsde4jd-HclDAmqw
zQ(x-ngP0_?;{C<LIVkvKbQ4bQ_r35*gW(YgaE2pb9RjZogp@$dg5L#Pg97f+9H0+@
zj&QkbJbUh(ilEku7r{s8p1T3zjmxUr>8$2VRgTK<jN{V*adzIt<zI((1xIY;ZU|`b
zmgr8~bYmuVRM?==aa)hJ{fA2AaFJ*PfIWoQAT6Xq{5eX)H{FDq#;&Rce;3pr|Hkn6
zTKoV1G*;BGf0mGEI<5!YnkgbHjE9j+n{(8~E>?MxNs?CTEi31ti4|2BXO-#@C6V7{
z(mcz9OhkbeCq!^fQTU+pFa;4Btfs$1Qcj$Jf@2hBdBSm1Xcb!BMlnF?0eNWn)H1Xg
z$3ZY4Qg0D-r{i>f7bG-9t%3ro=}0%MRM$|aTny*E2TmO`ox+dn-<L}$9SBqmVIxCo
zk&Lxkt^Hdhwa0U@Q)E_wI2HF_{AHiLV_2=B{?)GdTepVh!?OoRT2EH(7D(_tAi#^M
zBiQ@c6JJ}f;qBT;O?@3yL2$X1H*-cr0z=0KCetiQT9MPINqvllC*%7(yh{DwzUuw_
z`T?4R<*oi5iL!gZ?<<Cy@TYuW?LitY)BD^TO^iE}5_ESo24_cx0L%k!ZFKgfib}c{
z37nRwedXCaxZ9;L-7`>q{UNW@4f-$b0hsTXyLRo+e&4D>D>EtAUvo^HoLiv{$gR65
zFAufazCVr*4)0&+OM~~RKySvWJg<Ql2|wkF>VVQPx=1GR5Dab#lM2CPC@W^aAbNdv
ze!gsQ0rD~8%7(*h2(xajtazwJ=4ePZfCZUcgpwPCay6DWnin!eF0j3;%UyKjkI9e3
zKBE++VA}ilC!RQ^M3^g5Q<hxG9p|#Ij@UIGnj!t`XkVvDgVzVvPHi$KxaD9|hQk`y
z)EM<h8LMwMYL8j2?DXwjXf5Fn`XBIH;7%3~mGq<76MJo5c5uGa{EF{JE`w;WvfWpG
z$i!aEsKPw8t1bNPXX9JIE*faP?hJw5zzPF_cpbkFYnba^zWf@2HDN$Y5Yj#vX<0sq
zJ#q`9Xn$cN4m)_CU7$xIT^cG{FO--MNPbgr9s3`bx<8mrs+M8CwHf{p7*BpSYCo25
z9^CBs&eI9%ii$0*-0J>wvIU&X4PN@=szoYhzl%+2<EeZw=0lm{sDMD%l&h?aOc2~h
z^4PI%ctr4(f8OjB^kh7y&c`)x)3Ys(qjI?m+#DQAesqFy$l&6?ymeAKyNeyw1|pEN
zzt6)K&4x&pI(*Zh<*y}|&|mr0P9n1`at#alp*WU0U=X|T{6`>5Q-#dr8R)bT#7P9#
z!EBSUh6UmFnM!1I4hzaa85EJTOXT}txPuB-P!Nc=5qL|l*a$_>+KPkyycC3Hkqt6P
z8I&}^fCxGloe*eA?3I-R1G)&4Q31A+3~@%OqIR8o)}keZR&|i=r6IA04S`0?^Yq8B
zd47Mrmb(9odDhGCKl78C(}WPFxak=|nMxXgdj{jz4h>C+KAmVE`&s&?Y2V~^mb#J;
zkEmByR(6TsK=+&|=k@Am3Ge)?Wlp;<zw%N=$8?=l2Yx1{H5;ma-+gpygs<+mbq{Tt
z;ZWM-jK-C(kr5`Z+M)L`gnFim|H7;G=c`ZR+E;&;vbu+ggoGq}mX)6CahiBi`{Un=
zwXfvS!HClK5$d6U>sMR+c4$cm|9B(DtdY=<k-GsgF&2+=OxSURfPM_mZ-#C~PDyDO
z9B-$;y<SVQpAqntS+(xq=1rTz5P}OJ6mwmg!xoD9v5PmK{;?(gobNR(elnX6R;q9B
zC8^2iVlwX&ji2vB3bKBN$_XlktRqrcLdo<Ez!ge|JJ8hu10>KUN$pr%UbaT)+osLz
z*O@kL+&GAYDQ>*_qj-zaU;`Gtqmn)XQRt`_quVD`n(GcCGy#Z14&-+xeQnqYa6+cJ
zmZ7C5AD8duK7r<DPq2*gkd`+lII?-gU^PS`0to5z&ESU(Zb`L`rov}I&8Nk)$IcA;
z>n1-Fp}dpsu{WIcecd)T%tS_9do_n}tQ=euku;$loBjDS)GbwTLDu(E5{3QgC_1oi
zl1Oq+Z$ATkT0zj+{h9Xo#;O&?voCZiKm5G(EZ^TSrxWD1^<c$1pP-Ha;6POXPbo<J
zCKiw(DzYtmd7kyUB4HYx1EqFJr+JJvp2B5*ol+!KL4y$po!tICslcQ;QNE5MO@ViO
zk>pQ&ef7r;`8wn-!raCTtP69K0wN-0P|1rp%~90t*sUZL-?CTO145_3CNi%rL+wRH
z_pB?hWS|6{i#pJWHW_?KoCGM;|7|tJANNPcZOIUy{M%&DcM;5Fg+O%_0nognV_&~E
z;ZSPCzj$k8j*<ri7;Ly?rrcC0`YF)8j>c1|($+6$w6;ZSIu52hR;O;|R?aS8-4WDS
zrUA<!76<aalzt_Sc60Ns$=8rV5cERQs9NSW9H;fi_tq@GN*0XJsZ;fmy|Mj-=dx4&
z3$<B@18LdQWBnYVO2AvQ2n#GFVro92Rn<pU5MRtxz6K|1zEo?G`kAXiy3_rr{t?7a
z2LD!>BjpThb=R(4pC&YDkEotbLYxKSE0AHkhR5-{0R&-<*fkO0dwsa(F|_~H8BTIh
zryk?)ZsB>65!{$t>j=8vw3O`tDD=+b9H}nHb)^&*0Wqidk0MK(q&osw3w^lrPwDdH
z%#7ueoKlFWv`QTwlO&IE8y7a)%8Z|Yg_Lesnt(LlT42X#c8BlRQEUIc_T{5cj{zRC
ze${?HPO@z25bJI!1(OwRV;0;KpQ3MVeV#%_CyZQ=vq@hcZ3@44rKR$~jGFA|Hu}8#
zI7Jj7nY8-$R99t})Efxb$f(-hEh^a7=7lJM8twAH4n$Og;r|2S`*ZQi^cUmeEw^P7
zc|UF~LX;9R>QUj_qKo4JL`jqsx8|qM!I?FV`M^Nf4x#0QhA$Voxcxt0biNPxF3$~A
z5K_qey7T~?oCa{yle9r3==48t0NjR&FIQ)a`RR~=U=s3J^<8EEAz<a1+PfnUt}4za
z=%$H{hwi^*lOo{bE>ek!3h5btt$dH3tch}a+T3-__DD=u+icdx)2E)Zi~Tk(@@VJ`
z4hhLI>0tZlwrq}dD5rzDKSy+3X4fHPBxmvF*7a+F>m5RQ1T5v5nQuJcy*AW+PQf3*
z(U9Sa*ht1PpBXs-*MjMvs-&;0%d*p%fxt~4`TV5zLQ@UW&g66w-~IbR_D&emJd8NO
zx6RGjt^7a(ui_dpdEhx>sP&&K213tBFeIO@mv5AEd2Bi;!#5R4b*=<akF)AtRPN><
z4^7Z5)(M;p-G8C0^CQKSNGRw|<6`+Nr~8*}k6&?Tl^E)|v)i&cuZ~mKR0Dtx&N&Dq
zV_SDu6RZlrzmJWJYL*ruz3<#vL-OnKvR#moxrX!<9DWo)^WGp#^8#Wkh!+>OB2*04
zU*0q6xUbG@&|gPMiLXmaBw%`&iMtiS&?&e2084|2ASf49=SXe(^!4kuAm1)Hc>gpZ
zH>)B|Io-mc|JSyy7m$6&&h7&?5{n3tHt!l6eZit0n8c9wO7uqi;66tsMRK-q1V0CS
zIOkM$^GP|jbx7Ay9`c}i1vTI>nfbENX8g&l!-%985&A=EFk4@Zwec27^6JGlH_Ce3
zQqo|+>rG&|<(1LX<IEL#@Y3}=r3PodB#HkQbaj5EKbq=?wIP<!+f1G#FkmTICiaZo
z2wq{NJsNDqFFn|FUFX@D+!;O{xf~K<jo7WMx<N*qAx1cRfIL3?SPhH7+Sef0a1+*V
zqpLwU@Wm`4peO_k<w3F@5)`~3gHljXIK9xVpD*gCl5Pl61TOX=Oh6#K5lZp&{sKga
zR&DGfsw7f6va4qO^BURX<hj8&^gpn_MRec3{%~(ozeb5+6vd4pST~U;bvuXsk=V+&
zwG>!&Cs@;6o?^lP%GOG3^q66pU(3JyZZJ4LIJ*$nycS=_Wxhidc!fxa#kIEzsdBXU
zvjhpsXX=OjlZJEBpKo6)H>!c*<-~Kl%p2b^*ve#Zv)yQ#44@Bpj=VK4WnWppu`*FP
z=*eTv0y`;dt;xhxlP~-qpy#i<a!I7)pkdd$5Ha>hEibbn7pd?+V-fl&qc%N5c#d-K
z-0!0g>jIz7yy%WKq|dppS8H2iljwAGBA7AQUm!Ziit|9|9Lb6(xbQ16jj!6arY>`F
z_0g?1u})U0;+*^+2K2lw1_pGC!8H}yr*l)o`mZ^RGv-o#3yS54yNJ9BMA#UBuXn+~
zKLAvPk4^4#sMvd5ywAbUjr<SDOWHWkj`}}Lk_AW<{pB*F%-niEtp?LM#~fe?LRYq|
zZ{l_ji&7L}oNnDtLti~rEv;FiQE?xnRv@4>gpr^@&a<<Hw>r3e?S+Y!hAFwmGw~`d
zMamuOOP<D?(3y0Mzi-`{dH0upY!5z@`SaMlD|<gj*MH;oR?u=?`m$PSOm7f-c{UkB
zMpM-@VQ-`U^QPK!c>(6PYB2%X$~18iUyz=NU*E(`35T|QsSdGhj+0-=)|CIlp1#zq
zNB>7yp{{$+7%v-tU2n$@iFPmb3nCZ!cQ?NN*lt!#yrERWwDc2ikr(RgrUmxCM}B(c
z-Y4JY7u?#-k^{S2mlmAWm+Iafm|^jJeltlyWhtN%T{jaju)tCY`ebhH!y3eGKBb0@
zbu4F7QIu|fN_DWu#jvB(4SGsX2V~`A|5s^W0#4=ncE1}=sWeG4qz*;0OJ-@1Au5s~
z^E_9COl77)gNPFnDj|w&W9DHO8A2&xhfql>WQsEX*OPwV|2JRPcYWtN=c-e?-QMr}
zKF@RCYpr{&JMT?dKeU&wYb!MjFlaAsUcaVH$XMzUd}psZPwog$?79*DL!QY?M`o#+
z>8AViNaVg6e2ZXi=;XM3Ut#N+R3X_O#<jgMzGdy&S%R<%PDAoS7q_T(Q~k2ZM*~Je
zCPLT9q%+ZKyfTAV%*(R!<X4xrgR`?u%zqGCBIdcKTmPxCDXa4x+1!~MvMPQYrMwr~
z)syXRkCkpqKJaVUa%QB!b=i>QqA&7H<{^YOl`rPnn+bP<4;NAHEZH#{NB3j1q;Iv-
z&E?uR^K;Yf)&Tt?Th#^tuo}r)NS@Lw5_G$9>sF9*q6LKI&_ZO~>%H#T7(QmQ9fQrw
z70<%u7Q>m`VZMhh?^C?wnLTSHG@(@d6;n3(aRal`LA!nG2m912y#18RQ+CYOKJEaW
zzCGp!W?o<p1$lIY37MFIM#9}AD({Ax$FZX`_2uQ~f$fSyicJzxl2aJU7`VVoT)#Fh
z$)LUPMnQrzaxpYW0ORa(>XFN#ggOrt3X&yOAxQ*(`fx718!V7rOKM)2LZTV1uCJGB
zA>=AZ^OeVr9m5#~cb(FT)~20^#|e4MV<#lER_;jL5z%duPIIjqpxnzV$14(Vm4^Fu
z1#jPvy)t2-XWx@kRkUpfx7iH6(EQ|+5tMnRLchpB(h*e@!Rv{76}4V;aZ;1*5=^|G
z{v1Mjvupbc0N(__ES31v&}T+>z~V<4tqbhT&MUU5uL)LCz_`YW6}frg=KmlEfmK=$
zasR?R))bg$C<QJ;nU0JxtG71zhNKt8wg*3;a%{UE=uU&vd;XIl5SzW}`9g=B9?me&
z2iC@)Kk@R>`;7SJ>A&WmzCL=8-uTG%M1O#Rwxm|kD}gdz?67NPpFMvr;nj)R*ltv)
zN1?#yyldl@=Uc&5ljG+uFk8S-)Hpj_XXhB5<7eEat*7^3y|nXw#F&fQ(JR4jMPP7A
zF`c11J^=uGEhwFC*vi!S{Aj-qRJZEmD8kTH=Y^9OX|P&X1g;H)$@ws1xv4m2)d7Av
zgDF<-Mj@#)FB}pRos@dGUWeo0NqqFE@#hri*8A9@s9?I3-QDwtp=RH@>-LMEyY6}q
zKig7+rf4nFOA=A@*PsZo^WICPs&MQ+or<xU^qsqRQ&9vQy|Kg8Bw46?pYD{D@05Et
zR5jXovLaBzhfQ2#7m+7gQ-|-848!qBgV)EjZx7RZa4Ye76$ybeUjT*?;tnI|90Ua;
zlnI9tFAzA4)KvkDdMP_OWje(GiqHqhm^#cpI=<I2!$qlKOQ7g$#!rM%e_MJN5;dLH
z?~bwkIvex~+bu4osl|MCnaMdb>f?yZ9ln@t>MpbQi0(2*ooBRVXQS3+A_~Z@==CMZ
zQE{<9k~Q%gy(f3VI5%w(J^PTyP;beoE#X-T6!=rZ^S>=CTz{v$)OGJlU&HFpRd=l4
zKZN!>C;9?$*a6?jyJ-{ohI*ym<I8(mQR52(yGOWh&HM68OPH7*j1K*7QUOZzb(C=V
z|L#zS;5kd8>4*k`@b!QW504T33DG(cdjVYV-7Arv4W^SqNEviFgSbj0MU4Q>z}l$X
z`(UJnOcOeV@OW4p9X>ydzm@zjL9K*?{k&5fl!4%7YeCN#*n45>@N!X+7rburyRI3~
zrQ9@-ql4-LgO2eKsK~acZ-gM9xTd~E?Y<(%z<#~_^_w>j60*@YXU-FJsH^JP3x_F1
z{@$lS0dd+{!minW-Aa$Qvm3dXwWO^9(i5<lr>eNm3<CPblDIX=N4>IQ^hD!stK2iD
zjG7L=S)UH?5mnHvq^!qMPeOayoTihotJr0k?><#tH4)*dtMY|aowW=VHoYPPbxlg7
zn)o-7>9+IDO{uVx{I8ws*`fV*X}B$SPww%9qaD!{K&)d;=F>>fJ&`OmsO%W}rS|bc
zM@1+KaDn6kBUR~_<^v)Z5X^8rtqk*l)Fow4u2O=?wJR%`m>##awf$_x3e<<piYU$~
zL^>W97bj7=4hEhI_g`yI7GAwtySy``kg%hmQi(hh9~q$-W__PA9zgZsz(g-{Ya#&x
zcS%BW%HOtd(IQUMk)abyISxHP<duFsATH)Cl*Y^c5SF`0)p<^YDeeDGn4+287n!<g
z*VC9CXOc7<503Y4{`29xhv}ssVEWX9TOJSn1IYQ8?tD*fQ5976YmyT_?%+CNxN<>e
z?b5-4#@OIaT5hmbRixVE>vUY<jhzdhwA+@9;~t~J|9~$0kD4RbU@^E6h3vy2tMn#Y
zG6sG7q5e!j!IVquT#GAFF#O<edKHQ;BkNl6|3$Gfa8&Q6Th<vc<e}(ooDgVEsQ;M>
z20aVPDVveJl{X87#aTin7F^o#$y{B_HEg$)cD53Iq0OkOYKbXgghBy~{7}(hfjelt
ztgUaC_iTiJD%{N2gq=R@CwwP`kd|aspzx2{<z{=HI}bMr9ma}{GC}ZzI?vssBsukS
zZ+l3ITplHVx--CNq__IYa=TQ6Eo)}_Yj?#}$|P~%rV{1HlP6Cqd;X>EUFwP8s-<Sd
zEHJXJ$4*@UIFV}K+c(uC-@)+9g{tLe_vHUx)uM*O8Sq8&*eKwpA#4WCg)0!*^hpVl
zlH-gtZiII&lWKQegWE+c%TPCS&{u_1w{Isc6r_9<kRnKl5pGGEavGPER2!`lIIVbg
zUsh6tVbN*Yv!>5|Bgd)>44%F(zr!Z|2<#L{I$rA~wJm-!>kj0|Tiq?nd1w(cCk?uB
z&s3CeT60ZrWa{SlfZcE<zW1@0tJ|F=bUN<dJ@~<#5rbBt%LN@FT3QetRC`k+qr=$H
zhn!$RsXmq%pVZc>jRm=K)@M>$$d{IE*}vUVD}2*mGqxXQjUTTz7G9h?eK|Wjtfhae
zZfR`6WUuQkTxm1mn<i0bPF=iPXi9sS-HX1_bd;KISpYH$3XuvpZ&yHy<B(Mk8|3HU
z%c8_jTz85c9@F+Va*;Uv<KfRK#9@+XFl>3yU_)y80)Q`KhU{rIDLXgQEXE-b*#li0
z`R}b~FOA5_>SFiN8)mxoX|B7B6Hk-D?rpIAhEz}tPz6c6vNU9*>bsQ3@kn{53+ApC
z^wY^PhqM|Dotf~<qBD+2x<YOpiEx$G*Ac<!CaCt{HnQyyZg*WE@~U7_b|o@WH?b>{
zKCtWdir~s(`gGxpef#Aav&ZvZI^J3-C=v3g*2Z6<<?Z>-&it58>dCgRA%3ybwgp}3
zC9HJ{EB9KB`QGr|_%wFxb}e7y^7Z1P-NniVy4gw^;<>}VU;bI4B#beYs~hty=&an_
z%Vhzel5BV!=?`^VU}$cJJrfGPJLFNr^tcX3XheNXLod}Y&iCJmlW06w8Di|rl>>J$
zB7@==hqHqv{X2|SIVTf_?PoCj2m837Y0Wt^Gf|_VMUA#=jSal6-*PL^xVB|p%SI#{
z2Ek$F8f`lW;cDCzLHm9G5a{Jt#AwDZf96VgAJu`-lehk9tb%XH2IdErFV1|Ix%f@q
zF{#OI>JIYq=k(il@7zfypy0HC0YkP2a^?A+qbbk20M-(10|>dJUjn-_%*#pY0k)Pz
zsO|FU2DBukrYUL!$@#d|FxaHed|Qvo7-WGnIjXU5pmwOxHT9{$+fc}C5QmrzGe!ad
z>aIr;FqBL?Vc!Gq*}%*?%&>)Z2?okz#sReNRIll5JP<)BS0Tc!!vq-#9|e6b*4zz@
zA7<0<dwZ`!tV>eW@?jxPoaEa}`T{3NRtcFT!qz(uywCB?i&j?_i3q1}Z>8~6?F2Xq
zN)ZB4q;sCA?QMki;WsGr3?K4WW)Q$NCT8Z%*aV<AB#<Hza$*tE1Vi#mD3q=95AB!J
zGRU!bc~_1g4&W_e>|KR?<7Zey!N{A(=O>abq5{F;FhWWflp$=}4W6QGNlA4?#f_m;
zQoA=aG;rk>2!0~ZZGDc)cjrN+95)e)Ww{&cBI#FpOTI~^9{t*wG)&)W?jaqptJS^w
zWn+>p#@0x-n0eU+<>>}^!|3Opj8dGR1xN$zz!B(rAs@2<K(?8WFB8~C*B|$XT^#<8
zkQ4i)Kc1ywsCRFx$&6nBn9@F&KgykT6Ua4UBq2zx^hNdlFK82*4ofsq1jff1;EWTB
z)HFgy`DV8!n=vzrYg+~b12PgCG~ECaJ?M-A_U&361H{JyK6Ii)42LV*jXRsH>lJ;~
zfmSjuGNPQYUS)pPu4qYnPRyYe|Jo*@FNQv?>&uCbRd+xH-kI!PXHwi)v-4OvC%n+d
z-^Dona@Xrd;vowQ3wdmwbB^h0X+4FU8wp5K9F=DOUp8=)xrg{bVAx$fLbsK`_PB%l
zot?8p%zg|GK1OIJ8apk)rsaN)HEOM>Hy8d5rDA4(jHgdEZ5NVe0*O=%9L;Ss59<yb
zH~?=eccf0LUIRD<C(iqss)7+q@kX%B9vU2c2erT!X=x6$5hMr;ODBN5MyPw_1zte-
zWT0Mb7><6AlHUp)421|8QFCNFwC^Gx5xm*g!8Aq(_I2xqC+Pk*`Y-2_WbaYA1xg=%
z72XBK=`CanfRedc8@Z#arw85^d&#6R5JB-9BZwXz#*~2wrm<0q<5Nq4lS>;afu{B&
z^c<g%S!n@O71WOyG|5PF`6Ae>ucdVX8bn~3Qj<T5)BFr`MuLX6Y<Xv(!$#E4DE1<R
z<n^v2gw2?7eOJyGCArcEMcN_X&7QZqHK!qR;%}P2jHkfk#Gotuo8~Wqre@Hw1InFH
zz|=Rts}N;39)Gg5JVrioOeR)s@Jem2!gm7e_595a91J0NX0mGR4RdU*4{siZH~cS#
z%eh;b0_hezRGB!*B*v1Lp8(kE4JB7)RrhoQLHhb4iQd$~L0@NIuu?gm_FqWgv?k6T
zwA;%d!4$tiygrC-aM5zk3kEbB2>fueRsSrEj9drF|FN3zt-x>J!6pGB!o$siYnr@1
z<udWAaBevfqFkWS@!BT--o1rD6R>N|)PD?tq1+I5|3UPijC?=rG0<gUNHLn5gmPm1
zwhC%b`(vdy{%FiG1}8%98_0neW|Gi=T?RMbK*B%w9u$0#`F?(rnQ-X9EA}}7U%}ox
zVqae;P2BS9H}>h|8aJK{`v<+8P)}e@o%C#LhvT^j%yC&*SRB@gkYZ;h1_cl)QkxH7
zPNHIB0$1h+(HQ_DfxL`~XTR8%>FXJaqE?yb@HpJT21jJ*#OxYScfslYXp!FdRb_k7
z5Rg3z-5pv!nlU#I#++|`S1DsVB&+iT9eEY@RuV}Imku%@0SDP+&3M@P^aHmwELtkh
z#B<><^73b)6}@Eg75uC^4g$a}LCFdMtK^vkR1)^$0ffISGD3NHdC#FXirKa?PGBi=
z;_l*s0!~f<8t4pEYyJhG3F0_h%l&Wcah76Qat{%TTv%m8*i)=t9`N-Wutuyg=77Q`
zw&LnKuDmGXmCUyN1NsIFY*+aO1tKu>4GatnYJ;Zh8i*ILDUYKi?A{c6WFH#Ko^!iF
z2(BdxhvM;1F~wu8cJL9tr_n}*bjJKysG@oH=6Me?jtx(?y8=N7hDn6*$v478-(SAY
z)LTwdlSO^31si9mu8BtgewUH~W`#t5LL<+PbM@~mYDl1tKRzeoC)GPVd$$9Sh6%~P
z^-2zX)TFc7uc++Kvw=J}=+jRg@vwab?gE1usYYBpoJ!;IJ>6H60+SN{qwz6iC;UKh
zA1iaB?w;IxmoP~;Z&u^x9z1;bDSANmAh{NUBdBcuYf`JWP`t_CD&BEUdz5q#-kmnA
z{gGT-nwuhH4>KtwwJ$PN%M_}iAEXAJdt#R1Y`+a-eLumK1-ps&IPQP3wrRkW3%4&O
z;nnfMu`zxO0SFi#&-yUGuG!|-=w94|2i5$HRmsc97^6cGmJw1~%9@(iE?z9XTuS0U
z7|&49f6o)-yRej*S-kWH&RAJl|7X2OriQK{`Xmg!O_GC#87WJviJTfI7j-Xa2hXnf
z?`}}wtM~ZWYa6#>FhI`9Nd&7Ht1aehObs#{D&{13<wscqus5Ti1GIiRQ93<`uP1Qd
zT2|IZPs4HkKTm1`tMeBT$c96!I*Hi0dR6swrQ6)}VWa^K+Q`OFU-=yRP(9i}W8jTK
ztJ3^Jz0Bk`^jj!OJ5t=R4gd2o$?!1$3@p!qK7G2#pf4wlTwwqpUAGSy#tSUP=LBTc
z_S{1e7uev@aXCEY&(mUVQ3b_%_7D@qLkPpbi4Io?GnYKN+b-@HDaRzg*_qRB4Vih8
zXYKP;9yYZ$8t>Nd0(-|xPz8*RQOHyUW`xLf0=E~uE*vQm$6K-zo#+t6kz9>%W7oo&
zb4SrD0?DbIKL7VE7z5czDb71@6Bpu{MPG~P+f(df4DuX;P0}MvlUE;%;fy4|b?H@Y
zL76L^c;&qj4_2~taXAThATpjwzR;nn4Q&g@+JwxFVH^{2?gU<NYbDEu4RCH-MMmit
znPFoE>3$v?$AUQvnHBJn;OFOG<Ui*lV`k*QhZ%d4(gug_t^von8eMyZE^F|CiKI#%
zdzR+`Mt9a?534)HFg_!Kq!uzU?(8fI0CGDNuEcanwuO5J(>XUtZ9r-SoNU98VyuQx
z5<ucSV$ln?BXf+ZkTTA#SBD%sII<L=eWIWOC-QdlvW4iv>qv!77=6*r8rYv-Z#e_=
zU3n(4ZJ5d-(TREV>0sPgYy!XhejzynNND0ol4FOUx(EvkQvl#T4xI+f<|Q5eH%Hv&
z?vhpVZ#Y1EkiQUG%ZyX+<>9LW^)((35SSt$Ep784;p&EUcKVPWNPlzm+itX!Rfv0q
zd*!mNrrB{qQISwm;C`U4Z)tM3IHCKRJl!V{T@5FP*fZ90uWP=(mO49?Cc!snkZm5)
zpW+x(_az2CeW5@n=dWU6vFMJ**B@~m{i=<V9;44Oygp&8<n?szC-@_HBU!hjxjZ%W
zL2=KXJ#{8Uao)FY!UCk}#BFv%zJA+XzcN>BmA}5`SJXi7BZ#Gw75>=mKm4^HS40Io
zXtKq_XPhpIqN@K>WIpfTeQbv0v)h>|`tgqQ$Bpfje@6vxXw#0BY|3@Ku5yK(Z@6UU
zd~;_F`QM0xvNj7)zqx}pL^@B_Y3*&wtxc|Ph=W8^IDY6myVq9;4kH=$ByV|z*GXN=
z+(VeO`1MZs^VQs<zkixR27U4N_}?-z-TnJ-qrzqQ_p4LEFK`V4;fIuk3zGdWu>J;C
z(wwGQLQW<KPQ&~_VK%4T&?n(9P-`mUxx+n0G5F%+zm1c>T@(FYsoxVQA=T$J9^K3%
z)^;Z#QN~op8t5euLd_2LAM;&OE$A9AW9;@_PtPT^OJI93XH>2%k#@WFksU_mB4pBu
zgIjWC&Il&pP)e`sl8-^3Of*83jF=C{tkW;9+;{{X4eSy~7BHDSBs9oLmv@inLCACo
z)1c@Da9VdN=aitowj$y7|6`#?rWYYRvdA(%YP;q!da}>pg)p0d*;CyDRiK&w;xxpS
z7w`5moW8N8>j#rppQC-E+I9cBn$n4{RH9!df+;d%hF*tbkGn92jGEI7O2}+6K;|xb
zr{8RQtF~w@`b*6IQ4ts58<Ad*N`j0WB4P!V<_d_N*zrfP>joPg9eMk}n1U-PGTv8;
z7DOpEZXBA;r{P<Vl6+JsCb8{6PC<$-rx-GtGdn%thjh|ebKFg$VZmn57MN3-+4^Xi
z88#69*hre62Lgj7h?*XonGHTE@rA=!z&VsE3sgt4vvh$(f5Ztw#9L%Yvm3k@VXrG0
zaJ7fnX3Ms1L4c`7Agv<AM<%5E)aF7@91G=U!h;yibon`G-r>>1P5S<sp%6dzyc4$e
z^D!>}9?CCkjALs5M+>7MrL<&^=!qYjyrwpohfLF+e?JtMkpib{JS2xjWSV<Nl~0|@
z5CytHZBFqempc)g7dnRu${f>jQkXp)h+Q}0D8ywV!@?5a&$1OllYq6hdQyx$70^9I
z3V3<-rc}+1D$nZbv?xTx6&N4xBYExGwHoZ@8@nV?K|vcSBJ#?hNxW^eUz1gFyw-Fk
zeh)hM=7-?{VEhE2rpt+`uQBm~Q+l9sq9!;KRz;0)Fb}dAsMCOIBe;zqV9H2b%}F_)
zi`)(>Q0vMn)dE$jPO3UKCc(XQG;4}99V)4rdI&pF0jT@l?cB;cr5js%@r3m|(q3(W
zrvz1S>sF%E{gpm;^kEZz{0p|#712$dIGvzFPC}(f>P^70cDm0jNLaF`XW_FRk|zuq
zaLiQCq70`lC9FO0=~lQ0@J2(?A*zD8R0=}qDTHG|oi*%%Cl4kHt@mWod)u@fP(`4@
zd!2lA3(V-0<mApur08w|ZbEF~aphNYaoI`5M(nKt?}?WZh7_$W1+XP?hcckSxE%x{
z!N(wwX--Me2f3#@lhhZd%0QSiab6-Iek>QBcpSEsMHGB>`o^=<-XR%zGtJRH*B4sp
zxB@DGIOW+PmOq7sLjnI&n^I;F()}FbE^<~8F&8nShn~6%xMg!%v|_lQ<k%SUbxu_P
zp2)=HJ2=WJd;#z`yI=N>Vo}lnVg9|bQn-(a0WG)TZD7)O5A7zQUl2#jvDhJ^;|3l(
zgLO3mwWwZZQjQC<xB((yXSQg#cZdkq-+GTcKRu-1LKrs=DJdzGr^ucpVpl0rB${-4
zWK2mIo`FD;*sZNm+hgvXmYkO?sG6xdHZlF+)?R$w`!mgK6PvMHSF}4-ag+IH64n8m
zYSPdHuOdb`G-C;;1t3Sve-6GU^%F#}Sy1kfm_d-|G~*nDsNY6Q$j5zzV<V;T^j^el
zlW-*HrN!W!NT6OYWVI*<Xj-pZK@VEt$p2mCAm_pzB43MsTZv_;(`eyLpC<gUuEiW?
zfq!HnHV5WzAxa5k5L{k^m7053)TM3VsX1V*3~X^N034du$k(PsRe5oKudj~waca)T
z8xxkSL7?q%@o421gSoJ<EKS<B`nI+hNRo(d)K0g8w`N}qDnH`L<4xjIAfwk$)>)o_
z=lZv}6rHwJ|JTOP|KQhT$Q6rJ81&K?;4KpN&`7m=Ahqzcb|NSo*_Mb|q)S#lFu9FF
z8(86DS<Fv@HvLF2Bq$K=8e+ANBD!G5Af6ybzAB*X;C+*mlU)M?1Y;zVg*ZD%BqrKm
zPyi`?bbqDk;yU}+=%_e$p86BQ_T=!?gyh_0eh3{Svep<RsD8@$F>pY2+Ur8eXkPBi
zUu(C)Hit;h@ECTvV6YW145~@HifDZufUNh`VkM=&h+AWC0Phgx?J!q#mZ!-``2#0+
z!N_RLOdm#ANM0nKMiRq?RMWQ~M=>}6gI!gbbcp4`qN8nJ$1;LjwIe|P%zN{_N1ON@
zq9G2OPK~|}ylU0jwc1_uz>)icqU_8R;?#`~QHynfOv6fhfMD1c0GZu?&o#2xrPUSp
zbP+Q<xnS6=WNDJqoQ<q)uA6Z7!k7K!=H2Efbs@zhPyX_z3!a(eOON79kL5A4m1C`5
zvGSCi1YMo@;p4}9sYV5wgtH#TsZH(Z=-_XG%5|NIyBy~262P?UTLTwTHZr<J=y8ZU
z4T@}YPNR0S#>Q2HCUUK;eumju^7sLfCIq+#@>W?vx&D%q10cGK<4Ya`54ua2Eu$HY
zL^n025luP?wupf72T_{WV8e<B=4V_0w})_$>~^{(1~9(R!9E-gR6`I_k4ob6Txrj*
z8hsD)T0#2E#6vRchZ0{0c3L?WG{-)rez>rOi$ZK>jgzwmNJ9ipag!5mxin&&N@Wz=
zVBu)vkiG|qMn@X4P@+iAQB2g_3RFm!HSvV6&e(B0Ts5$(iGZ>|5Hl||FxLpj5S#$a
zKPyM%;8e-N&i;VVC^Z1a!|};Ao!s2C3FA#=l-l;x$LbPwJ2R*FL2194;%A-O1xd{)
zRxwh*`s<pZ@g$muF6kNUhmhYBMSTOda6TCs6Hw%_!w?&61y!MrEzzbsnvt69w=b(|
zVD;FW&Q|5v&GVv`>lM3avT$;yVBsW!XRg6Ir5PuB7NF=0N3SPnK+_>fug(Y|-imOE
ztkXGl!+1Ei$|m~ZX~g&3X5Ej&AOgd+WQG&gVxi6u&-LmQvf0||;uvAsxH0|F@mKOr
zuC7{;8HQs>vemmsSKEt1<QSFqxRVj|>3+w+kdTlMU%#dVaZ1#DRJpmmP@@PFiV-u@
zlT@5qfoNG8AgJ#qbK^K#Xof>v1XLvwL9|7J<U5jWqwnY3mH!MOP7VGGrkj!pRdT0q
z?epufDgt0h#lq1h(+1cgx02+o2wQJUJp2#F22$da8u=Bs8m8S#kpxuiSZR*|n+RBW
zC}4qUKv57uo@Okh=7+A^CAtUT_qMle!=$0%moTkB3(IU50#l&`kB<tKw)$Oy|5L%w
z|GP@p;f4Rv+)MPXz#x6DO8;*!W_yHl9WpCvY3WhH9%5MnF*I9pm;{9B{^%>mF1C#h
zbjA{B{5@6c3D6kAZE%g=#CxZvOZr>`cY-o8`?FJG=V~eP*K7X-20u7Bc$a8hjIc+c
zFv6QXwrU&xvk!L_|6W2pi<QG!e2v7vV*a3_y`38?5~|~<-De!mZ)9lt{(Qd}n>_%j
zAjO(VNGZRx<qa&)^CCmy7{G^fB%5>^dd8)S8UQjZVK^LNGKt{=pf#T`eX;!X6y`zh
zY9<R#$B3WMJkOn-yRE(Frosfb(<Zb^8UgTWxek^XD&e4d`<AQ#RDDR$mebJqYiJzZ
zbuc_0d3kx^DS~Y^PBWSFkuN~*9-Qf94#5V89?IYd()|)JX>S@Io|Vh+rCylRDtbQ-
zi~0_PD4nN@Ane4le1Z#U^H&!@L7IB97G(J60AZ0@mn(K3N{<~S-&u$x15OLe4KCqX
zzWysX4a(IfhxFH91o!Hq%eZgJcodsBx!&a<eUk&aE}j&`Djh-(Ot!(H0s^hVc^WV#
zhOvsCji3q_pD}W({(v%P2-gG{YZ7uXFw`gpUv2P3L6g0so}}x5)AtZEs4-a}uMy7K
z`vVphgADpi#F91q#9fwHa|2ecM|%_07QWI8Kl0<tg0~1ma~0*PhcgMZ2apevMu&UZ
zO{lcP*W92+hT>%fYMmv_%pYglihkUEP$RYCovF@CYyE`_1GHbt@7I;%J6v8X^yhpr
z#cRjeucz);`tZl?Q+3MO8H3j&lCRv1=JbeJ$nSVJqt?2BN#r_}sq9qDQVD&<(A@(A
zD=&)O(PP^&eew96`nnhH9ktTwlT|W%diM0(0w(+cLZJ^6TwGiLLYOo4n6K;~-fzu;
zb6pXA8Sa^T|Dr{Ukh@1A3BH&2^Bzpp1kRk0n#zn>Bw-PeC)fowOiW(HFy6imLgOdI
z12MsXFlr#C0C_z_LrXZ>6c2&3-ic9y*xt<-LeEydctH>zB`d4VNO*qCu7Ji8C*<M?
z<%;Q!5V*47H$QzkA<oIPaQ@p8uXPl4UERfJWgi#CKf;}tp|0M~yZYqGlkTzDw&zm>
zsZ?__Gk=^1azc>`0<63+q`0a}3=^R-z5=*>0VU0pPORG5xwy(38d$Ko3JpB9bR3yU
z%e(2)+q}KnN)(^<@U5MzBX^j76Uj?TT7=<CVJWF96cfTAN3?WwoTvNy`-x~~UAffB
zH<SSRS6#Ua0(bA<s9eqTCE(Jf#o@|)c{DA-_fU!#7`@1ml91q$l8RKRcJ=uFd3EX3
zunII#>(PKbNJ}GMoI%HtM=W?q^apZZHFR|^LHJi<mz|l3qiID-O3L?ZDu)gc2ot*w
zhPKaQtmOkvl<tXygaoI)HzI`iKs~CL=fF)cXSlM>qkQY6uf#V66#wVGeH#hX3V|WK
zh937@qHc%RmICGlv8!UGA~@mh8DsR$MrEUC06oB+rV<^qFfcCQ<O?BfeuFuEK)p}c
z%b|DooZ5FFm@@zmJ9%fIOk}NI1d3`@=(<ESDoDx~wm<~OF)%Rro(33b5pRGzdEklj
zNF~Y(STdj#T4rcyh?TJj?GKQ8G182|449Kb$bLNo184dy2M0&7Jp~`NS0i_Jo6OI5
z3t+;37gOfcbY$Vmfy*UCJX)H#%*@pg;bmlG$b!fL=XoB4?B}UzKkqw2g%(GS9ovE<
zgRlf3czA&(0&INu+|JJKJUrqLtEysvYaTf9+j{*n1qD8nr_t-Z2M~yGvj^$v43CwZ
z72NUbHeLAaiax}~!lJCTwN=l@XRnyJxD`gG&0*8KChVD2kO&z%W~b<AYge#a9!}O0
zr5pxOSjoN{X~+v6qhZUR{??WkqHk#E(#CS-LO+1cHU~R9%iP@Dli0XQ()uCnG9z)Y
z3m&7+jFOKt!%1(!&CUImJwW~mYL-e)F0O)H9GzmBdUd;Y?b35`5nFR*|2FXDc>~yf
z*`P*Xw?wj9AdLP-ChTl&@o^xX+aTjzP26@##PVoo(U}kqF0O1;>L!d?u%2RGUXvU8
zDQ{pIRc8-ARE*LG?#rkRyXsAKfsfA(;jVubZA*~I7?8wlEVZnOi3yVsQ$4+EN(R1{
zN!2R(YT471WA--I))foq&$}8D!jQIsrPxVO;cs*4^nHc}&U}_ZnRu$Qz!QosTeeIG
zl#+p=VbsCR7O2QdHXId-6x+0E6S=;V1Z~3Q#FoHL83V8|_-QNaQX6~w=Xj#>bI}{v
zn43T0<mAlHCBhc$2ex*0UbpXGO}h!#*r&|Pm$%?Jd68obJZ9dzQc|vGWA$ghcyYwx
zu!_nuF-b`qAa3{@Qfagn^l1e%V`HZ!p(orRa_hs2S5+CY!?N--qu7UEy?JvP1QMz;
zs5dRp1%}pkV**<a7anV|ufJaef6C;?CYCG07=?5&<o)X%-jCvs0g!hn0G@)2%=cAL
zPyj`$>ev#$pH~hzFCcNS8h=GZ{DF0WPr3oC^Mmcj`-h|E|8?-`a~BsE{D}qdUwirT
zr9Y4nbI@PKK6$yh7^44!0v>`XQFBSA-doG%NCZ7@Yb$SOM|GSAa@L!3@}A+*qiZh6
z$Gs>8OyM$%XKN7!;QL5xbWDtfsc8uA-Z_zrM54UAb~h+Oe85FxV`GD(qXC#iA+dUs
z8-jv^=eZh}V1u5G2ix`Mwr$KnzKq7-VrKaipe8L{T^D*Mw%P7a)!ojROrQU`kaG+b
zA?g=aaO!SuZpZEH%8^|9eS?&M027IuPp3`h6_b=z&pH?AMSxKh^g~dDdF(%c?;Ew@
z#V=c0u3#52@phkEw%G5G)Jwd{)1E`#AeEGnvC7)oT3AA&I|n^~LUHl>l^gav#<nH`
zHZsi-qL5Q=Zi-m#jw`TYSMph1_+Iwp$vj*Gb-@VKCAfDKf3)yrICVgA;1|KHHx_Ng
zW7m;;_N-j&kIQ?v!uSaY7SEnN>k0V?Q@iu1yh`}O+Y5UKfgFZlPJU>DNGF0(0+gdn
z_o|CLxLJTo^-6Lx)YpfX!q+~psmZUtI|I{lznPsuTlFX}&k}D$p&UJW6uMj4L`@zD
z4M5sdqOuQ-j9iR6PBH$WM0pGolh_l}7gmX`V&~*6dzsOzR)Us^S5%Y*!nt!8#=~xv
z>C$rq`<QcAk*U5j&MeFqnF9jN_ZZ>FBl*Z+I|(t^U66P+DvAT<6W_0S?0MF}7~6cu
z>Q3p+1T{QanCynl4<ljVMAu?+q1qLcF2j*=0}3ttTU_W7b@(ERs}Ja9)WWB}SJu@r
zW4~Ir3WVYiU`m<MQn(c|-R<S!YDd@bs<H8@eb2{_vfJ3oabaPn{}i*D>c+;)VItO1
zg<ql!Ldp6b2b4Pu>OF%XEqelKs=1ZbQ$xDWLt<gmkyDtTe>XRGENcG8PCkDA4{!jg
z0I!}eiIw2);b9I;<R?xKb$$IS0Nm0{6J9-TZf4Wb(W&?GmS^H%f?mSr#jPt~=yBjZ
ze)1%)YQc42>o~g3!r0#e9&f9zRzPQR06R#?&Y!dV5z6qztG;@|HivWm*}L_ELG;&a
zUG8aa#j0~(+2T2M)>u}Tx!A3jO(}@|)uu(!QBhBD8Je4$s}VT)$<@{Mb8$#C_KHg^
zqVnHSx)VE5RK}IYJPQhIcA-V~$7_3(t0{l-^3Dg&p@8<?p`#d|a8Sl{TM4G(ps$ic
z@M}uSQZy3e$i>a~;9Ezd(U_JmSA-S|gtI>cKMOHYcuw|D|K#MY;PW#9PLWAPtb73h
z0W!l*1WuI4s98zjfc6hWP8^m7HaN0T9XPP~sfCEVf<h)}Q5aDnOx6sN3LhDrH`q*Y
z0ddOJkG9V<R=edr<@5ug80A2#t^#R{!zaUKSHODO;eX7^3Yy}{f)G_Eo&^>8PF<m~
zu_5r%g4d=6(A?tv^FOD^hCZ`GW6^az9a~RAV&WeVk{9oM6N4QrE;ska504vRjzDcz
zEe%i?V10R99P5wROhAI(ny@fyN1??vNI7uu#i<Jrt~DqqXhY%+{DF+DtTOZ`IHk`9
z1}+6Zg1zFRS8N*|&(+-A!N42Phm*?;Jh7_RQQ+Gu9|4|C`$2rH6qk?ynRIp?<)gDS
zIRy7^nDrnA&qPYcy7UiSr7T3Yl(?X=3JnW8FV*3`0G$`HYq%iKgTvhH#EECYF}u$Q
z;n`h`MFAA53kPNumTmqFwA&|JA1#5}B2*cE%%c?moQeK${%65@t%psYKY#Ym%ag)G
zNQ7WFV`5wmF>o{xMiQovPikwIp^AfR>BElEm7L;Cz`b_W%HC1(@Q}ud>b^rx0!1g#
zj`v@_EJ@Z11oVWQ*7+FToc~gLGBz~Szq>YaA0u-KkJX=$Hk`*13#1d9xy?HiSP+d4
zh#V0DC7W<wr5Xpal_&=@GxJ2TA2S8xdrVjMmrVi&mKpU_<XsJI5~}J;1WARgq70*o
znW*{icSNS$+_Z{`m@+0M@k9T~jii7T15G0Bb_dnes-S&)kA?yt4RwdOl$1-zaA$`3
z0*E3=_kivBa)kv@`@wJe3Hb^W7LR9=WAvGLW(CoGm7{=hlkxr0i3QJwZzK=d9N5*7
z!;?S34xIx2hVjz(S9(Zt9*}(`LHH(FvS5|F&s@1VvU%6;-8>P>sAT<d2Pmv(4t9QC
z%E5Eb^v#<$#N-WCweKgNH?6G}7?M+ysH(1Jg2RKyr~i3}1Ql)VwYUnGp~E$z`*IVw
zO;PcW8{72Dg5&U6<#nr>#zQ9ZOnEi|B3M)y9nDEpBY0rVf-p2p99hpF=I<Ry{A=C?
zEdDvX;L8@Rtb@M^zUjaJ<?zteb1yl#FYZFnZ=hjf3C^aupEs!CS)KcNsIUAIj^8xm
p_ciDy=6-%JR$X4{Z*Tq4Z{yD+6Gh>N^eFh}km8a3Y4T?0{vX8BpCAAL

diff --git a/_images/460eaa3cdd111d7596b0fed940fab8345eba22e020dc83857eb04cfeda0f541c.png b/_images/460eaa3cdd111d7596b0fed940fab8345eba22e020dc83857eb04cfeda0f541c.png
deleted file mode 100644
index 885067e7a8ba5234a3bd2c563d95c7ae696617b7..0000000000000000000000000000000000000000
GIT binary patch
literal 0
HcmV?d00001

literal 63257
zcmb@ucRZH;|39p&g~~1}Srw9qWRD_bCY3UxtcdLFQ6!s?m6eqwgsiN}N<t`<y^`#`
zbw7{3zx((2-S;2&U$@7j>vLUwPUm?Z@8kV`y`JlJ_^GMN?;}4%PC`PmPvPPPbrO<o
zMfmfMbQk_6fQ<Ak{zt@4_J-XROJh5S+cridD!1*d%q{KAP4!vqjcja9EiKOQi16@p
zvzXY~S=oy6^4|O3FW|AXxx>q<y8Q><gv{!qrY#8x<!$26wwF@rrX(awj}<PQzv>t_
z5$|BfIP%>m@rUj=7v93x`X%)?Ld9zOcS*^fP<ftUC1ZVbU~TuKC(>lBNjqg&&Y9Sg
z*W9`iWTf*bv)gd7SL6Qi$?U>uR}bHt+)8=JwObYE#7BR3K8v5bYi#dsJM9v{;-BpM
zi1?{KCjD!A+r@uBfdXO03dFxDiypHMe}bQAyNiSDtoY#@ds3|;jUWA1R=?PPznCgR
zBSeNDKLwv-7Bs|9IE6y@G2(~)$p7Pw7>u&Zm$Y`A@6WAc8qeR@T<(*n+94IBD6MaE
z6mM3|@Vv#uabvcQ?@-VdlmDY?(}%<x8oU=7jgwJU-Wwvh_OjB4jn!I<<=?AWq8e7)
z61S@Jn<bUp+{!C`j^gWu;_K-L7B93a#hkfAQMoy3xhX-1?-ug!tv(HfNHvY;RH|OS
z97?<uU&g=J@6{|cKbWbJHCVAeHNUKeFMgKXgYum8pxqF@szFnnh@qk3iVG($?LfUv
z_!9;L<EFU!Yu9hqoM{#xnohz>X%Q<mvpqz7j+7~+uCEGf_Lel6(|?QU-|{}HzR0He
z|Ghf@zb*6s>y4g8C|-=)VP6^_8F}DcX(?Zfa&)7yGW(Upzp;(RUyRT2MC}Qw^Qs#f
zz&fVn<%Q{O4AOrZu`%R7$RD$}T=&wsb0iNRKCJKv+4L|pJhpAywymwU<Hy){5Vw}m
zo74a8+qY`Ex~c{SM}vZb1kRpaTs1W}PfbbLex6E|^P+P(Q<la!ZEkAnF=uCIQZlmh
zR6E3(D0!j+nwnJq{Q0wMzhZd(qpnHz)2E+wc6Pc;SzB9I*VghIeWs(Kr44Nu*^-Q)
zp>db}Gs<qQ)!NgeqN#Z>EiG-+9hc%462c)VSrKBzc=A|iXlT^|>h!ky+MvTF{hoW&
zxFTeFRq12{<x(!`gzVRzt}G}hz-6_zwqCq+X?mIV;6XnY(kh9YG&Hotc4a@C%&D%Y
z*IePY-dXCv>#{tR_Wb#S7cba9e*F09)2H7YB&MdOzwO>#KG<CE-(|I=ck^bC{A(pe
zMb1;F(vp%MK6yfA-1tn^!h*+kwCT8zP}IVLU43i#zk|b<@iHgp&hk``Bx@JmdvbD8
zIZ-mcyIaS`*0#RBp7rF(fSH*YKIT4?fUeoov5ik7B62<cy7!g*sPvGsDT#}VW9(b4
zZ)`k%<_v9&vcFJxbTN)2Us6U^)^T3m=H)Be+FkOW@MbX*E=w;p^{Z+U2L-9H#L3CY
zlDym3m#5{^+j3o3Z8Tor_~5_)<fo>l$ZA!6X`JBdN6FdQ*&)&2zkNGx*(=^B<2cru
zwqw_>HJ4~F{@&_)EODwFE=v=$@k95z3KwZh$J)}B^f~ylacuN;hHOeYE8N7!J90*=
zD5X-dcW_O_XMB!0Syvu?q~QWpk%6@^<3vwsRAa1AzCj(u=g*(NjxTcSRm9~ti3S{3
zihSNNzA2&X$0wa}Rn=ES3wNUS$jzHKUDw9aU+YyS1RWMizRFedJ2{|uWiUWw{B=Gl
zIr-c&)um^CoEBdXM;n}G_&qUkflhY9UQ8o1A|ZjP+d}A2(5@_v0F6x9q$m7=>|!We
z)z#I3<Daz0c%CxQ3kV3zOqEXOxo<ibn*WfNliNkF=gN0j$inc0=gzP_Uz#1gPjPXP
z$E$XXCK(rXxz$fdNJx-+o>Nn!!Z|Q0(2@$)(odz94aJ9PX=#!81_dq7`|grQ6|8Le
z{=Me!*0NNu^Z2QXwLd4D#OIZHN``54U1w!qD8~#=4=A{Lbxkgjb)BPraVY3<fB&uL
z9YNjSzsuga!*T7}wU^)TV!x46Qp%^P2Q7X*F1KxZkCKwop39dn54Fpl!2OCIv=Uxf
z847WlZxmYnoe~l)=_V?*T7StA|6RAJ-9HxCHnxL7y*fiWiA7vIZf3?Rk+ZO<sI9Z}
zA`bHH+qWM*eyo_?Ko-2LYb6?wGaOgpoBS#Gh?wJ0kkCrA$CeDP^ZL#E`-w`Xsj0ce
zlu%7|aB9O}hi92AzHJN#+pDlp@UEE|83hG9J^`0dKO(;EV6*K#UDQB^vw?C)Ez4$i
znYF+EaO?C;74z1U#qo}O!}>6?*^ws<B2N{Mx3sieke4^e|6yWjnO;$m@a)+kHa0fj
zz`zSx8tX36G~uLU5eoX%Kl1NTcHDG0GCMo_TDvINWx71-@#9^(jsrU*d2Vu%b(sds
zr6j$69jKXaOnu<M<3{75nSrXOk&$c3d_JEGI&>SBE0)V!4o`5-{xr*>rlH~gJ^KCo
zcT&#>ETmu19KO`<d=eEkDz<b%yy)LIr^X(#EMGhjaNv}FjsJe!Y5S?}`lZP(&2r}g
zy0bzG_@I5*0>wH!ef;@90@X7N@iMpeMM;5^TwFKu49QefRF1K;hebx#;seM?NuR%X
z@mR)(;`V8VwTXGVkpSL`TWv2?j^^=Ze)reSNiQqgC?0ppY21HZhmWmpkv>dYeemh&
zLqXzyH|E9HC-Qgf-ffH9YTJ0WV<ma?7`xEP>)F-jg86rvnGT%N+VQ?UOWV)S@Aha@
ze5bjfz@dF4u|k&YCr<cfTuJ|rik5b$D?~AkjfW>VI+{ULObqoaDK|G1J0dwH#cf@<
zXQoLrct@hgmI!K4YFgS62Z;zpS@c=0tOKPzl5BNLyTeA<t<_P|t(SWo!sFt;yikdC
z++6H9!Nc<_QrjZ*(WC&|(W73Soj2y@=3E=_kK*AlrHd*mBWSTx`K}|MBP#yx@jQpU
zJ(CqXHQy|C2i4_EtWb!{REZC2EBT&18LwYg8}eJ%9dV$dp^<iU6n5xyTPC|1efI2G
z9oN|!?AGLt@%pAF<DuFhx7s(it9GHxddsEUZb_D9lyog_mMpy2RU30B!A~ReI3HiA
zwnfR#fSSSeZi^z@(Rc?MX66vxoI3*_z1^C8mZwp#rPJH2$I_x&dwV6juk3Rjf4m6{
zaly_`0A)ga?$c4+-KlruJUE5`K>gpZ>rEC-?q+s<?@+mZlZ1j%_&tgn+1|a!I5~Y$
z?Up8f*s2>G$|348H`mFNC9}1MWB858j~_qoy7c3Yd2d<Fe3RHEe`hfj%@UjAxIs&s
z6;AWUM3tNyX>e=E(l{yRFty;<b#7r{VP-h|(p>Ff%NcxZ%h#{((UBVh51x6_Fd{zl
ze*4CJ;@{!b(ZoAlh4<|2>}GmhrjIz7SFU}}dDAuNy7>J%qo|#49kWN7p3r>h)VqMn
zjS=37-tyQ_pDyxLtmx~l$;is?#F{Wkt$d&qcAQ}uZ_hHodv&|cH&#qqR;(J&&ChF=
z+Mn7@$uvCIz&lzt-<0zD_1*{ZVh(dyq^Gf#6)~IZ%lS4Vid!>2QhTS5G1o-txhtUc
z>$xrNza+6pM*uFOT9fYEXM}y(jj94TQTe>0qPHjr7$YS_axhGZXIuZP%xpGR)(;)$
zhj1D3YWr;;KjLKN+kpjU(RCV$NLEav$$9sOYxZlB%obDYqv`=G-|5P~6~C>7Hzc02
z8Wd>N9F-6D)yTa6zWMKLh=;FpxvrgPyuO1&(MvVXYCxUY$)dgkQKz)o{gXK@e!f-M
zQH?TlnNHSv{#PR#%b_4S{QE4{dH=TDva;@?zR^Sv-N4}BrA?;8hfi+x{oPC~w(OJ4
zefjdDxtSR)Ee%bz5>JWY*WBhfkt?n%13tSqzKA_8FzZ;0EGQ}p(8|)#DYA&?^iN*F
zN?qMpZT9HBQ<|k+<j)_Y{8lSVUqvN|GpeEH@#Dvm<8f|FKL*{FdpPjbh>IQENw4#D
zbe<WDs&8dA^L!}#)hn89xzC?JZ=N&DE|F7KRXxySQDmtpC->O#SInI?cZU+4WZfM4
zKBv(meR-2zMFD6K6_fvM-(J(9>vHewkW0wf&Ju|h2|lJLx&_CBl`dbV?n7VFEVd#*
zJRLp#{I6I`euLV*9+WEjac}f%$hi;fDRr1O#+IlE?rVtRU2ZHL85!XN3=0bj+tm}I
znm*rHciz&J!!jm4JDca(vu7(!4i!~Ioui<5k)0hJ7`Qi1b@cgEJx-vv)W!fM_sw@t
z`?i*f7{wjm^oa)0^Db@nb-gcq`I7Ya{l4<0pJqFD>{xNv$kOtz8%lch${&Stz`j%g
z;4Hr>@|5<=moG`2D`oc3^Dr(%SB-Qo$)Ig~i4$pCE)}Z$>N54b<G53cEd6R>=}@p(
z@xbH5!lQAvjuW|ct_JbS#BpS~fB(LY$L8Xfc(JJBVqqN4)%Cu=s(0_cs`O#!Yr3eU
zbd;6#A%RP99wT}6D9-8VFruDLbmn^DZ*AK(?;LTEs(V+n<2-}fTRQTcxw*OceA+a1
zd`C)PP`6(n%DSzp_FdJ`u)*oG{r#2oS7U4)4z1X5Wuv*^e1P7DC(g^dJ9hOs;MObY
zsx{_<N240t+-Az8WMyT=Hy7GuB%7=lev9vW`(<c$#a*w`z1*^5U;ls)^NTlcp6uZ*
zd%|0}5eC?m__ao?1>`H468N#(X*8aoBy%ANE>j{I0+H3$C@*O_f4f>vkTgV|8UoKT
z?#RAb7jG#>{o%t0AnH8ZQPn>F%XBBWxly}F0qhkN$oB8w-)UYb*~QMzZiD_m2V684
z+qd!9V`GTfO;Sqqca4dFx|Y_T%(ycSQ#!$nBGN!SmCWc9s;U$gMX`~Qk?x5uDd+R^
z^40>^I}L&bjf{-GefwrLRWiDynUIjsgj3jbC(*5Tx$^JkHZL`Hen1YATe&xgV^aMs
z<BEvu%IU5m%Tc^;YKT4T2}5AS$?JLdx&)V|`=;}|NpNGD&^LXn2854WZ!cbK*LK1^
zcKo}!Omv|au@=es`LyS$P^)j%1|H<3BPV)Fc6RN6l~vchqS>+ZMD=UeY6w(c=44wL
zW=X)BSiyUPfC@S;lLZ$pTv!Q<nl2e-vY+T2*t6@z$&*7~l#(+$pQfg#+kU@xJ=b~h
zZm-+&%~!8pbrzV>gM)G&7BnYuzL}EfI!AU%a`hOlSbVwL)^)C)Bi)YYaTU=lz*vVe
zcbgVym8|}Xb!&7lvg~V`>M7;8c|u&FTh$f>2zQkq9oco}!|t->UKirGhlht(Tuf+a
zeX#=i1zHN&prWEbi(FUdMxvG3^*+DPm?7>>W=_R3RE5Vi0ra#C44=}XbpNdDq^XC-
z#VOm{3*x3!`B1h2hvv91p3KY36P_-c2jdx?_W0|PxGA~RY0&LFo;CdIm;Pynm6<9^
zw<CMeQEPDGz+^_goM}GB!Qtb><m`(x)3=mUvBs5oJ?EED<?6nJ2M@YVyYv}=$W*M>
z$Oarh-QDm?Pjr6<q&ENKPU7tQ?UZq?B@7hu=_Kc-<8)kH#PGZ95)$zzvx_~^{uBE)
zryL9fU*w*<tKoczz%lNNnR+eV-Cx2lN!C-k&uq^SXy-gb9UJk}To5Y`C=st#|Ls74
z_q%tZKxa6e00c`VmE}$jaw)ULX>T^p-@ku0BO`;3jxJ7pH4Dg8-@qUvCue%Tm5+{4
z8vuNquvymK1gWRU>TSgKnOa(oqQx5i$TNDaRp5^<V)er)O5r0rUj~>74iyzM^QC+D
zPT_#x$kOnjG`qpAnfC}xC2nEq$dM!Bi{GwP(G;Sx(@;^p*S0Lb-&%Ks^5RI5>QUU)
zoU%D`+)Z9U$ie;(UL4#t&?G{scRcj<C532WVs1YCDfB47Z^$}H#-m3&^k`Nx?38eO
zI3y(8ZgdgQ2nA#Nf|6t6#fyXX&)&E!Tl`z1pFcn2zJIQv*W=c_OOw8j+}jh38mReY
zR@Mmi@|S04!Q#*GRPHAC{%FaYpp|8>Ubdh(C|I9+gS*?~?<NlP-~Q~<sX?^c2(E<?
zHl~o>MO{G+BXgU@Jr)-(gF-2@(|#4BPgdik+OaK0`LT4;@A;z<{D+U&i5|hN2jWn>
zeqCN$`|ybqCn`v2{OY}qS%gPpA#8f?cTgWW(zvy`?lYP2<af=`?5(1%T&*mi(!NUh
zzkOqNgZ8D?r9Bms!!{!1-v5>8OyyIQ`PF)Rd!Mt+j;tG+B}<~mC+hIXXIxFz$ZWY=
zU?Olx;84)?-(HUqn^lH{pz!pxw4Gib9<+^JNN)>$`t*@*4zt~6a4^N8!-sRbCh>CU
zPHS`{_N6`Gceex%S(oU5Oo0IV`umGc3GX;RbAMY-PEI<CD%KqfSDUt<!`kNJpdi`U
z*x0P58S2w?3Cat{m+fEme3N|}jZ^aT!y!^YDq*Jf>MaRLkv$HP0%!_QTQMy!aq;X|
zuhzq-N^n5kTf&k#m-5$ic&;<EPEJguW@OYCDbvYb<%+P>aV}4QI)K|xN=nKgL}`|j
z_B1Xo5ct2OB&M}h-S|s1->q*if0)0>%WLH@!5(`W6?MjK%`R~?DLb1YyuSMBi7RRu
zSM3}eu3Wj|rI>a|eIW(x?)Y)<uV2+(WoAMy3)?T`_oVt>SS|`DZn7w@yR*oW8Mh7K
zsaS?iHc`#){{7V*jRRIx3=Aliq+o(31wSPZw3(EW?>s+4Hl+5KqO_;C&Ql;p`RcW6
zAhO;pq#z*c)jYz&(eK}%t0dL6wLJrw1tpW@35w12>ruQ{-JUOcd3m{AlN=lx8k?GW
zk(TB?JZ$*9gPekrlH>Ggss~suEp2UV!YcAfN-#z-u~?jC6ln!z<zwRFuH9t}7vmVi
zidASJ53N-GU6;~z9y?yICFY;vJz>IUD;f_qf`*Y%83-Mhvt#GZeVR9Fw|lazJX-Gb
zDXAO!U@o}6HTCKh7X+bguAZZtLM$w|u6lQ26XxDn6X4jt;~{|5w(;}QIaWswS1{4h
z4UhlbRi3mJA0LlPd481(iWqh()FvMZIdAFnckgoH|3VYPE>cicjeK29_N982U1{%U
zZ1B~V5cdl=ZgiSjW;uBYK8uYty>~AyGqZui5V%T`bq@ta!nZ-*@Or2eY@D2*uAdmX
z@gXxKWA<7-CH{tu&GYwf6KNS4`KuFUwtjW*&`FIdMW5)#sotri-<PI7HlDxh$<wF9
z>xat#Ds1wa!^94j=}#97hJ}Zd?b#zXwyCf}snE@SI+=6s;~w6XWEOzpErreZOnZyE
zRB$#M8yf|Lgg~vqra?s?fBEu7f!9#Rh~>k4#a=sm`&JZ^?3<-jvZ44Q;DMJI;s$s@
z=Fv=FV7ucl0dydw3=ZmJLFA7~WtNu4qRUl}7Ah+!h%7!-3OpEA>{dn4YmmGq;Q7zx
z%e~{;TU+bXw%}Fz{4v1(BSAvF{qj<4q0{rso4@4=`i^ogDdeH3NPb<<?JRNF<c-R(
z&IEuO9vz*Ztz*tN|B-iDq{*@7Zoyjh>w<#)5sD+@X8WnB`I5Q=wyMXO7RVDg{TYJf
zu<Yp527MK7kG#F9aYL0%8K!ieE^9H~yYJ+|{CY=>dd38;g!950G(STlqpxje-h3B2
zWKwW<X<AD7weJvQ1OOB!$*mOw>^dO9ArJwh-ZCdIi}0wZx<;WsWmD4=&>c3GiYiB-
z9_(}$J8<>tRYD>|l?1ulK4k#vNBiP!mkFE1wqWU$mKlgL{}A8TuU{n-ckb9hycm>t
z%~xAjmkFI~cw}VN;v+Wd-Me>HJ1hSf{s5jJfO7rk&-#D2HZRD@1%I}#J>1jtuY{du
zaOFJ=$cyj4dP+?{kCpU4LcQ_!4vmQL{(d(tH<ud1X^sAe5u2o|Ty8B%G9sh@1l#FS
z<F96X_6`n|cMtwqbjGn*|5AG2!GV^F>Kt~6goNPMqK<%Oo1BO0>z7|X{E3bIQSKr%
zFfj1Q$0yP1a7xRk)-)x8tTKCS@Zr2eja+oeW>mR$Z9l!PBkOftr{k1T8>hh*emy>H
z!6GOac`Z|8UvVRd>YCH>RQgig)O;&CfN=^C2=TSwDdMx$w40K8c*p6A_3Y{8<YYE;
z!NWzp&SuQk4Gj%4SsIDzMLiF(Co8uWbHrEry*8#CDuL>!q8I8buo>6Zod1lEyPYQ^
z#1k$q#b*=D+uv%P!u>&|qGn+5l}>s;X4l%*wtYck@H$t7o6YJjHc`=MSZnkylwZ(6
zai$Pn=e$?1$N}G_r9CY-!@_9x?%ED)j15I>0tJPn^711OUYm0LYC2S!Tn<O$+xPD+
zP@L7(Tdi;Qgh*`(<1V^6r^df*nSOTGjL<p$ZcYESD$y}CHdeoSwOa4*TF3dCd%`UR
z>4(GD>xGrk?mX7o5*?ug5SV0n71{y1XHrH6*#m-N)E>NJ1)32G8A{s{yp&tF%<)2|
z(cvJuiuIo9Ie@V@rfuv~;Nc1<%~jLeI_~@dib~JQ3VQoi0L-bT%xNCQ{K=z6N=Grt
zaXV2@PtUJob`>o9EmH?u6ei?p4;+xw*H6x=FaTx2>dlulGg8Pi7a2hd1ZsL)P+&d$
zi5iL>ps0IRHi0J>#@f(O>GtnGQbanxwm2RmWXS}QF9L=MfVyB7=FGjix*BKOByw)L
zBp3=j;Nr%{2KA<xD*dr~smDsZ<xfRyf6a9DZAD_Qq&44BisF$4KE=U`xUQ>!!vK28
z0fii3O>d9yDeb};Z~?pOS{$%yLS+GH<>cfP&NeehX7gtQ+qruEdfT^e7a&aHrU1DH
zcSRmbKcky;g)0J$x@`>Nz^(irYMgYE0aGSsQ;y$dcKOdNzLT$`<%;kJF9k+GePcg+
z_Wt|0cb`8i5)$H6@esvS<zILE>E6auMctl?X@fx32d(;cc_oD$78DS83Rw$hXZL<}
z%eUh#L$Q1Ywe^1=hLb9E@9Iaf8hxGLG}t6IJ&~`I-p1##<(gQ0??;|DbeBEe(jUT(
zD}BPwrjtc!y;L&(CJH+C91vJEA)&}KIT^NUnyIFT|NN<i{*C26cKmoQG{-CCqmc~S
zJI<d=Q%_RQm~j-B49(Zdsu&4Bq4nMD8t4Q_tY1*jad!3>Ax~VynFzX>xV6ARVq;??
z3?c>1_2AX+T_48_3$(JfzjHft=FGY{ZK~6#WoY$1k}|g@@H@#q@n=y4$Fk@l+Av@m
z2r~WeNnz|IV?bEZ_+aln^a-sD7cLLib0iMqjvN75u}Nf!tUu@AAOw{f=K@vtg0r(I
z%$o2&td62=;q_ll1OT{nc<3p7wxcjfC!NdEpcElBVxxjK3!%2Gj4|`OqN1YzB@;mO
z7)dwh#6{4?73dN|zqj=D^-U}+rt-fS@>8Qu$;;P0c*xBaq4>=9@Q$(9dp{b4NYuuO
z*shf*X=LlvLn+za>%M-kNqA^)UzH=Ed>ITs-{jx6dI{Wuu|bKO6aS<)?5!uUu`Y@p
z4UXsOWPkqr$$9c*N_lxa5Fmav(7I!%=HNGxpZCU2iTAX%d9je<3a)Z}Po)xxSC!Y$
zH~@MKtt31$^08u?KBUV{=|!mVZfRA!^k)Za%)5(2K>)rNO%Tc^^hoqq#i`ZXY<^uV
z5DLOGv)}pONpO16JV*E(8ktTg1FHnW>6_cR=fKz2){g{Lgbw7;T6Yi3pjC-imOVW8
zPIH3f@c?$NWKJ+NeBml{!SH9#6tOxd&fb0+E&R!lUoS}2r)nV6C!@tgRbklwGviV5
z)^M?4^^9ZSTG&+n{{GRT_qmGt+{Kh4xd$$JtkGWAvEEr~KRF1xNc@?*N9e4C#)z8B
zOJY$rD@P~^OfD0A73j_X*c=#R?7qW-R7_00&9A(A|L_9hYO+T)aP%zH)U)_?SvwAg
z%HJrmxS41KD+7Em*QntDgv|l%Y>iCKw<gq1PEH&WeTA^Hc*<s^n<SQX+Fxs)8R+|l
zZMJXUJ~WmAD`7&15fRZ;JT0Lj^7Ah6UPaTcULzSd7I}cPHq#q!wtsy#O_JJ7UFY?-
zvxe7SR8=KVCV=w`)%eda1?sSZbw@+Qr2*VL*1P(O|Gdg{?Sg83SzCL2UE=K72wcQW
zrrxGMkViyy^#xt`RU<-n>aj>qNlEFmrev1vw$wB>{`F|;xr93DU~V4o06jYQO7C(-
zoy2l?6#$M{(oMnM=g;t|JI=G5Iu(SsF_jFm)b7=>`mmE$Zup*HEH91YF}>momlp~a
zz;&>bzTI7Xav{60FtV_)kos_gpRcd)Oa!+WHS8^vI?&9%oRxXQ+i$1*LNDZX*KWhQ
zdzAcoX66WNQVb1xLn1C*j!qV6N5p2B6vY1ZYwp3p!DIA()ejgYct>qY-e_eBGX}Gk
zoD2^Od(16ppkifp8X%ciSUXX;qlsU6GimoLbZ-O}&CI^LKVA%FmU!1%69F64eUvvy
zSsZ82UZXkd$C{$X34$`?7gw~tlv`p$yAu+Tu`xS%FeGu{PmbX}z=7(<OYn<e_kAJ6
zX+qgSt=o`D4gaX0t9JG3qYt-keSUg^`^KAFAB($=)za%KsV1rQTM4iEbzhK4X?YS8
zqW~og$Ur%UU)H8Egf*;qbz4zaql!>ZHLTkoh4-{8U8DUT;O4x2`}EJByWn-g@Ip4V
z4k_r*S=sgb^;p#D=RQ~C{Cc;5R+X`Azsl!^h7+ew8U1`~s;>K!fi-@Fk5GR`BCZoX
z8P1mKE3-FJxFuM0H4P0pcnm}X0y^)j3X6W^C>E4?l?#A`J)A5;5za!48jmGt0IFL=
zL<DjC6B2m7%N^N%%=)klG>E91_6OnfnD@N9e=+M!EiL%kL{|}IntJ_5?>!-h51nG=
zQ^yen@VHxWD7H}!B@<*^`nYF<AwPDkBJ>L2N9YU}{}cKQ`Y8wQK^(cZ-rgp{h)jBA
z1451y{4zV6{mhwgm^rG^KK|9i=Xs)1I>y~jIlz(?jkoxC!`hSONm!V)ipoB`A>=A0
z@4a%Ne%9BOtzK)KB$Sr1iHTv{rC7C(?JX@I&@9G&|Got^31$!Uj)Ch>71MG=vg!>#
zS`;m3w({vhrvP~ahTuGL;)6xey30i(?r_)$ixZ{md}5c^!_fp6i;rI}9l4ifgbPS!
z=gXe4UrzAVh+`pzs4-+E?8>89?|Ik>YehJ+gwX(db{GO)KZJa&Q%H&JXs}t*@87>c
z%1E$iFhSCm&d>}6r<{E1xaUl%4iApa%i-F6>C*LnGwtnQ9fWIzgJ()%K?jce)Jm99
z$9;9=ZDHXY%n({e#xKCDKcMgx?-vFMvbN?!i^BSzzW?VN*(^J^wKEEVlCj3FcBZcA
zBUdup)O4=$b3ZgQG3iIi8-P;!B0b#)fa;$~dnr*B*yw-cl|II}54ZZo`c_pdH&IVi
z{Qvu75OmBU<pGQgfQ2MjmnyM>)QpUK7ufFyUw=5SWrklgYKT-}Sk9;(Bearsro&Pm
z{6WPTDT&%YZrmP86KgOvGdrADd@x83F6L(d!c`ClzreuMH*ctjq=ev#Jw^7rch3NN
zNzg9WT>tJG*X6Nx#gg7eOJ3@-M1znp@2iOaM>Il&9*X_cQo=DlbxI|#9k~qaD+Q^B
zA<ci5{}*B{Tl<rFF6Sh_fWX_3H%_y1mz^`;fcT;<3;r@lFu!;ym--g~%^hrL!gcqm
zuy)#+4KC=mzO;I(mEeD6W#Z_aH;|EmR1)?^;bI^OJpVi3OT>-1AS+AYpZ4sVVkY-#
z&Qrk;-+2p#9-6ZaDp?-hCzo+4RoXc$h=q_72?>?ZPOrRB7MXgtbwJpX&B@%Ho9L9o
zkDoqaI1iBHG~i87;A`+iV2=^rlFg+qCpeG0dyqnU2&*O`J;B)@yD=E8obb|c`)jR+
z!*|!85|MUYXp!Go>!|#NDrJc5j?B+mW*$W--$34FWpUVnH1zaBuj;~|2p^es6bGQR
zfkFs+^ghq1fs>0%zwy~w9hk1$Ey6=X&m$i|;o}89OjurOnws@M`PX~lYw>OEVV4XW
z5&VxZ3{K{hg>~q8xOLtvu50x~7n}H55CEYAvMM_nqD`FCw6s-kP21MK<U%iA94nJx
z05&ykd(i?y4(7zk%ga1DpsIMxT1*yapD5HTu=~D16ZH!JS$Bgp?uR*H&Y(18bmrpy
z^ozPQ-`v`U66N-*Q&C9?N(ED^Bv=uUJn|L}AHP38!h6x8{>pP0_BemhdRuc*gdLau
zHmAkzvY?PqzQeRGyd4Ax-q8uL@trVv{U*3{sB_XD)uVE?(UQ2|1bZnS^gl^R-@N4u
zH24!{*|R=X8UhLpvgWaErl@i==-aoedHMOdKg`QE<{Ajg5qF3wpvDs--E8GO{-b_f
z3WGK!#2ZD6*s}j4|AvW2Pgx;ygX9o=2uQ&RR+IOS)nXT)V%WP&uRb$1HFZeRQA|`6
zqUpj}CY6g9XGYwe0aw3ubQlQ6Qp-{Y$yLEX*v+j3iQu6|`aqgkUDM6<@20AqJF8Bb
zBd7#A6%92ug!sMy-H-4!;YU?kL)Kqyx4e7z&(I4yVa5%J+et}D+u~L0UTfwfWy1UE
z^XFu26qqiTKE24=lBVKNtZA{X1x=6!dl9prfWl;Gdk<w1&IQM@W5cOCn<nkAsHp+B
z?%s2NJ6f&g8OIsmd!T-s4?F3VqjyI@PK3vWZvd|O^3^Lg5s`!FuTa$FQbG@&G2Xkf
zj8v9?K!BSkYV|{O(Y1xKieH5Qv)Foi?orC@RmS;A9pk$t<mIFKME3(iX_)00z4(52
z_u}2SmmBRZ9|c<*FUnp{efN%NJ92Wh#WQ7$ZkHg9dQjducdTLZ*h-z$)`u?3%0^fb
z@;aUU-%bf5Fx3<<hEsq@jt<vn(Z|?exGurieLhtW>xO`u`zqy9s2^Y}Ll}a-aGnb4
zaGJWGT*~>B7IfiSmBnW%rWO|L{QRwVYTzBfdXUxDj^({H-uX`&97*}#(qN6y-)~>P
z5<wd9xQa>Dh4;#eiidKwLI8COw5%cZ?bxxmv}@Uf{IIKb4K~0dShniw>a`=~e7z|B
z(P+96T^6N50CZ2DJrliKC!+Z<|A#sBqm=J=K~xjIwYoo|lBJGqd|abH>lal-GSwo5
zeA{^{wao88WQmSWfA8J9x6}Eidhe#QcQbfnQ5TQ_a$(=@7F?PTIHZ!;cb||9+?APa
zppXaDw5B&DK?vQs^LFlyUEQ_%xl~7v^xV<JH9)*NH{I8V%SC1aC<*>OKt3dbvFkl|
z-eQ%IL1H1rU0rbAd{QZta>`t{tWh<<-ycLL@~#TSwy}Dlz0iWtBi-NQbkd`a@%^bg
zoc%tgk#OS4C@JrtdJTPa<D;G>*SvEleL6ieb5Chcutw(OQDN+FRPhB(`!b3a-J)U7
zoqKlKmG~w5HjMn?cm^5#&Mbfhjxv8tAR;=RUS3#p)?>#WJ$UfoGOc)2!_Kdk-7wi>
z@Ab3Qs;1}n$>?QV9kdg5TVHS##|gwuLj?4BW+uKcIX^#t?dzl7*ZU3mV=ncp4hu4!
zygi?+o&oHhlA5|BOQXxOS3Q|Gtau+0iXs9}Jf#zPSAqi>DP;BwLs3F$oDA@N+I>K#
zYCLR?Jo@?<MvC2t(jXg2wST`Xuoi@vlr5_HcO2#WM0Qs}yycH^9m;z3DjAo2o@&ka
zrj^y3oZL~zYOxV!8k)iU82~Kf{FwIkc0S9ZRE<pP9otZFG%}BTOOtB<_)9jY1A!G~
zBctQUFb&yPn2Ce1P?d~CYLo8WI}BHlY2G05Vn5u>&T^NcoQ#*%v)Bi~6yRLAKeZM`
z&_XT(P7?|oJRv$df$W>_<hAehmSm>v%)zq!kKzo-^ztPq*sE`Fu;f_9?cVu;f_G)Y
z@lEHm7$N88uk6z56Dx9@kkQKgt}hsS>26%Qf5%+m4ep9hjVZHHZ=7(K(*ZxQ$dEmb
zQ8uy!_E}B~4`vnh4k90W2fCnpfYo8;ey{+@bVYQ3JpRM^gv^V31YzB6UQ|Rx1gc<=
z8S7y#`8^5rA$2l<oOl5NcTtjV++e^pAON?wfq%}vQZPojV)gW8I*9d5Z!Z?Zg(xj8
zZ7$PBaDtagi9I~2ZEUUNEa;40tONM>fB*gG`rl~K#6r;<ClHD{bHOXuuL})V&$I>k
z{S9I=Lg!f>;q|B&n=WhPc-Fwoc+v`*01@~@Xc2p8Q?zjQF{eNLONea%knmGrg!uaT
zA@pdbQ~F1aCPw*}?PX&_!&?PfZftrwI)TXXK)6O`NsnP`7R&nL)vM3+V9TwZFp6X^
zX<WNT=$(BL(5m&0Heqi=zCuC|<zi*&AT6zokx^Rnz8}!-5IX`HO0m~{><PPsh2{O7
z^W>fn8ja^m-<+SmACHudd@v*H>C<X=L(h<e6(89h+gMBKu_EKXHJ@k;0J7#H{J!YF
zB9PichYo#eY>ap`$qDrr$s~Zm+eKXfZO24JV!-7u&eJZuTSujWiU>V+wL2f`D5x6*
zb_GR6$o~50W-0gVsT#3q>FoTiG?*ZG?^$yS$nV-~W~dz?u0(WJKmhq?9I1ItX%aLf
z)YA2^XXWF8i>_VgP@!-uPRA&d3`uvEp_JjnKoI0|I+RXG)t#2iZWSJZ8g(H}eKuWc
zv%XJeOa_;)noe7w74+d23lGoK+c(m?s@C6RWn?4)+`-&MgjvDRaQKaFq$<b%q#J<P
z)@){=mJ!K2#k4T!ecNvKK=|`|$GSVO5RoWV6HOGIxHtd#R?ajXB=<ahYav~VY~Q{b
zLw>yMys_~Mfxq^2L!(?lX9&~0*L7ZnoSb~)&$?9PuV2Pc%&WRfY++;^7CKVC`LNzF
z89foL1+WDfG;W<@E1jD;ex59(lGF%_CTC>$p#h*N`UMBerMInSWlWt5yy_iBJJ2Yh
z4EqQ@H2;VAEs{VfqEr<ZM+20Y_HJ?lDnG#SbO(5uLyjrrZt{{9P&Z**6CV4|?}7KF
zgguV>vjJ=%ywTd;E{Es`5-RKh0(Px`Ck?!HcsPJFfi01b2AdFOq(DA~KW3uX$<^RI
z%;AHYF`dq}FRb_<$fc*HzU-v`w5={D8E6V@Or>%}sK<`BS?ce`gRYHHslNjsb~B?Z
zKLgsE1=hC(B8amxuWPDQNLz9at)65+FDE>9_$Aa}mob$-Ln$aQNL}&U{`w+mYrbXT
z_=gh88r%#B-k|mh3JR<o9Cvie&tH<mwulzIcL+f6<y9`dYX@MOWWMKbhqQZpJePm{
z;WX6~@wIEpU(U)=Yz&+Mj(3$!ZZyun^n15H)&uRnZ`y~F`B%4X^9a_8*~-oG(kFRl
zx2FL-?|dO3#ZJ3TyAZ?;ASKQ!5JC?qB1B6>@)AzpSCXey=nfu0{0^G7AK?@A$;_ft
zerj&M13td}@usTr!+A&XZ|&{au%233L>K^j&y?q0AoY$9940(b4cGZbe)Ag`sGPIm
z{4ln?c{7L|7IC?52s-%j9%dy}-^4y<=u(8-1Gc!kd$jG6R3ic~bvGS)cD^Ta4U&I1
zYzg^_ke5=ey?uPze*93tZ34xJ5omr8F8j<)+&?dmpUJU*+ZLi(!Lhvx2*ht}xI$0C
z>iv8^9%LjxoqLW>7Ds&r>u`dX_s*{`F+@-qQjbFChVSxiCLC38LyMxr&^H^6V`rAT
ztq?Q+Z70foK&kTBA`x{iL*9c39eI(fy1Prl1W`>i!e9ZLl$6JfA<(&xhWxAKc8N_F
zBfEsK_JmhUY|}jRAN(GayMN!WaRbYN?Ro}xp0>hI<-nfof`SNy6jrocArdQGzBNRZ
zvvVlRdu+1f*R)7Uu5_CEs=oqrPVD>j>B>tu^9X=VK40f&*t<!tEH5vQfb`?D>@Ypl
z)oHMQV5TOtPbrM~&F*U!pWnO7>vs2}O(@CslRv$slNcf|su=De$lnn$dm?*)<srlu
z?6=TI_ZV&89#8*%7jiYqIU_~gqj$@y2Xdk@MIg@9{9wFn?(@kwkFC`TmNzZz+}wfi
zj0vYJ!0a?b>lLqFu49zqGbA8@e~PW;nMCbKOM99CS{_e6jy3u3j$kZNa}Y*63bz^F
zf)5T$P^K%J-_THe_@2Fckqk!Wk1w`y^N*UUT-oMwS=zhc7l_yLR;+j)wkRGbUPn_&
zDk&*x&bwlIFB}PhALf!-J>lu)#ZEn;QtLmOh3CJV*_2=;!REz)g5khNZ;nZgXwv^i
z?Msn~GKBqt^iY%Jx;dy!ns@<OU{Tafz&v22fEpW}Ok;i)(*H!`DSl5f*(^9r!Z19}
z#r5aW{@??=x<oK`jeC7#zFD)(aaJK{%w&0ZY{rw1Dt$9^777eR;|5%{J?4N`W^N<9
zJG}lej(f<7A{*q))AK)+-~U^Zk_lrtU*^}u6+w=SaJ`{)=6B@Z<tLZ~Is${P@jo3R
z_3S^%H5u;$ltvJHf~RhlQ4uj4Ny!A9Te=63q$5TeqUNJ2H@u1b7&3}^NZP<wPYY*q
z02~10Kzy$)Py3VUDGM|n!f`{^e(R~X;V~$R1ak%T3Au41d6wM@vLgrx%v%gW-1_q^
zqc!g5vDz+$_khlT?81x~iMaCa7d17tiJcY-Og=T^*lf%1w;UU)&VMx!lGfq5gO$bk
zx536<)-Hk;+AKn3r7bHr1&JN8+~*+$XKDy&hgm(iYxbg|A`#9)Tp`}RQDvvK_*!PI
zFZ17(I+8Mo0Pai*(=r~|CqU$UfXCGIEa=+EXan8O#=eIzH8MOL7uo)-h;|vN%G0;m
zegH0^gr~lEk)YmMhP=St0&r2)AO2zybK1ROS`g<x&A-D1;CSsby=j@eKFh{ghYa@t
zKrU1{rd;~^(03ei;ce|UU1d&ZnB5krYieq?n8=ekZTjDDBSCuVEZ4`OOMBowokDqo
zl7#rezJm%Uc}|=#{iJUzV9*kxlBF?ZUy2ySP;!Af#%RDoD%i%;_oR=|){fcPAmu&(
zRfaMsAmHY;YqHoa3bJw(yFGTqz?_5<ZGz?nlY`LsKH5JU3VKDi<F<0!uG+komzZ*(
zdgQ*1ed`?64)mYX412-gD}#-=MNTF16G!~3nBTZ%8Ce5(>F>6oyKfmz5(Sx2#O4ul
zqv6rfpHRG=wBE5E-&Jc?1B(fi;Xr`V)uUW>@4O0y-dAhC`qBqp2DwP?=FRv@AAaLF
z`@#0k&QH_s%VI>)t!#Dz^?8FW21Ft9BHm73yC3LY&tvoKF0b>Dq=ExF{JnZz>rw*t
zh0qxgH0VEz{2#Tl!tSoF;_Tsmh?9Cy8Yv4;CI~z9I&lytGlK35<H8p%r(y;tIy!n=
z0BeX~%5f{a7zKp9M2APyj7H|;$^URT!|Mf-rTcloNB&8|_$n(B9hWk$BKeINS5{vg
z|A9D-L4?EwB{ybd5?tpLJSe@PD{~)cIN`IFKn@uKV3~+dSJ%|!-um!grFJb1?e6nb
z(3dOptB+px{m}<Lk*3ZX)sU-Im;JZ<mSbrfv-UnCew&}Zv7G+h@E^MGciePaOIqC?
zP$PZ&HY*^xJN<)DDq)CDXe8*fUlJr@aj4cMq?O^vs%JoHe{WHgsD8TEky>!2(9^GB
z<l}(ViW@ifF~i=+wDxDBf5!<97Gg*R@^%T#@C{Ll%XGv*5E$mBv*c>P6>386Jb!*0
zTq+`K3odn;5whb0fL$bSLh5YQ(@JZ@-#CTV8&>om^eEkdQiF&a!0YOL#*{`=Rtp?%
zbd5yVP){B_AgK&a0~`Z^dvPgos>7PGp`J8Oh_4$12N)famXWVKnO8mbP?>%H`1x4n
z7p&R`hc0)PaYlT$9!gLK{wgT=J{>u1!e5cS#fcQWCF;X!4X^t^hxHBa1Bi~=DDDiE
z4<9(@40{{xMi!@lNC47DFdSp2?{yMJ0PKgk9O|7$=EH|4pT;SVgeLLFkstROxPQsn
zc6~#W1x_o*IHVCbhm_}jxXy%stOihK7AI#GqcCfW#&dG=!5j|5=l06>1L<^@*rw+Q
zrV3QD^JzKmIo&W~qo)*ugU!!>CO0T)XKKsc6DN3>^4_PVrm9`J(q_3zm=J`#hckc}
zT@>3qq94{sw=HU3NB_zHq3Sl{MMY09k6R2*We{c{)~@Vqy-vi6QCA7KTd(f&wQGoH
z7{Ly7KT@YAobbNj?b|nI9Xu!#_di?a(a^}$bWwfR&xLyXpz-eU4f^ZP0|O2%8i*a%
zHu0G418&>5n$TD7;*c0ujwGioBvhN#k*JibTo6cZWVK6f9>slxLO;7H`I9#YfDG9}
zpcZzcjt2^-EMP8eAeT9e49kKUO>W1L5|fr>Yaz<h4BN?|X5X6bEk|Zso}4kJpBOVC
zg6g%mPM>yJGEZ<@(mcR@<Mi(}<Sn7M!)CynV^^Ke{L=C5+t;5z74`MmaNS1*jlHD@
zGF8a%#iip1`#z0+5N;Qn?=%SEyZ`4Z0=rYTMNH!fbUOx8W5W};!3QyzK$`z!V%hOg
zsImI)r$mO5Fi0^O(QIij^X@3@E4kM}jW?|Ap48){5(9XcqKkNR&odt`HDT4e!`RD1
z9^be*q4CwVOcPVngI1g9oVd%xr~$+>d{K-cO5VElsKo?BG9f?X@&IV)Co>*<RSooG
zIfmE9bCxv?w##06)@Ter3js7ttMDYfd1Ljh?!{Fukc<~eNw>d+oNZUuvOW`|EDpdx
z1b`OD<J2G|VAh~pR-R&ikerN`)*;wFgm`iI@c1;VLL3`0`#^vU!nY$vvf#v@Pj8#W
zJeBSH#lH|rlfK^tU%Zg{otQ{bO&{lY3{@FcEf6aItG*Jy17!<HPyx5rBU;sUr$jyD
zLXsMeQ2nP*{fU1!IG9~$wqZnrohifzZnB!5p46YA0E{c#S58#M*L9h#p~p*aVIax<
zuotp~FJJm%Zjfv!Sp0z3hxbV`KA-CA;pv2E3T^Xi`7mJh2I_B<$S7kU<`Zg(0b6(X
ztp{BbeU+7Z&Dro~Bq?Ps(`7)YWM?=2=0(e{wXz0{`y(8ezMSoT9TH<UC7{Gci+{dj
zJNXcJ1K9$ag9q!OH4Fb4y243^JQKtexy>5}^{I41Kzmm%Nz|ZLjtXTq#=e%I?g`Z;
z<QKp`Vqy}l@=Mpq#Xxa%#^RnSciY?8X<m}uxWQ|hO1;lXd3SkjgSp^;sE33S<4HWP
zCMYAo4l7m$_W=Gq-X_J&U80?F6*pGK$!Rq@@C*V#7;Ur;^%7E7R<w2j`~dMBg1o!b
z1?^-z#3T5rl|chniSCN5JW6!ea_v}%yA{n4GwL|T?oeh@*7(O%z9w9}Jx+KRAh|k@
z1KwWQLn>2}T5o$SgnTHD9LhH(K_dRbh3eE-TKs%&Ms?5tka@Z^gLw7&De2a(2JWLr
z4RqMe5`CwpEQp~ptQof7#C(jDnDZrK9@f6}NNnS;^^O6n{#i#Pq1xLu2=@n>7R;+*
zFF<Q;F@cC#QI_4p0zKjV#}afcFS$SX*ab7$AqaQNg+I&*EHTsnL2{gkE+JM8L0i?S
zd;2veYe5P|k~6Jw6V~`J;z~MnY*i{v{k~^jr)6etMvTv&g;acXI2=LZ01U?=#z*)M
z$|@?2&kyvOK=f2W(SxiQ#Vr*YV>h^j*akgp+YtAKqm@BPg@p$$(`~kX{&kfY_XL1E
zaplEc(XF<d{TD7*8|Sxxjv+4E96z*Q;I|v?5_zOznlyVjE2(F5#Hf`p1`!>_nLuy_
zV;hUgIsM&s@M5|OnOQ=$BqbG2v&~Y^Aa)yYB9TDf?#%p=$nax^g~=)wVWR~l_Nl3<
zCGTJ#AD?Bjdsnrz6dfH`e2a%e_7|c$3TU00<lS0-x-4;3Kx^{N-$;Tq;Ou2rZmqc|
zes6DIa$24G^JlQI%OVAtT%>9-OZy|&pe}k>vZ=r!<Td#i_R`M%xX<k=?B}YK%!y4_
zMI3F5cVq08fyCWLFq=r<xYK?bIsyd_+z(D5l%cp8)<0RN4r2H)V`tNV)z{wMDcXF9
zU@%7^e}d>?u*ehTz`$+aud`SOB2%)5r});nOkGItWnqoRRY*eyL(U39<2`Z)><FX6
zw|#1J5UC`l0ALx1;&cAlFdl!``(RkZlJ2Q{MFI{Ey*OZE!W;q=rV7#b`P|kP&fk25
z`L1K4qH9m*yLV;o7g1Y1HNA$=PPwjBazbn<XXSl1%+Ruj*XP{lb8&X&<l!*}6Rukn
z1(F62fGsykZ!Vx4eKoR+Bhl6K!>!-fYmK=xUcNk+-lp>DiBpb}KIg|>;a#5jH@I=o
zaMTdt`n~9kWkdxuge-u|4*9(OleUFoO3Q*$*pj0-2ql90@T*gSKv32($po0g3LOx`
z?6kUG#Ap;@_@dKem@*oZ{csTdF8Kx*aQ(076G#m@yPoqWlV-OgIixlS?LE*x>Ytp$
z_d7$Y#2^Ucs}bFE*QE<o(~ly>{p;5+vczW54DKQ{p^!ACsJVVG%C(Udr~(jf;)vM_
zCZ?$<zBq2keFRvBtGjrDOn{EvYbVCGn%S@;0Bf+auE~7repMWK-H!vR2A=;*sh@+b
zV^h*C^b3g(YU*1aWoe0u_dPDtfxiAr2J}37$6U^PS~R}Na()qUPiRp5M8n9^gWE2H
zV~_0E&|-()@;C$LD>>rcV8V=;E&_2BFu(2PckjdE!U7PB4Dc=Q1xbvLgPf63?@fgw
zfAJy<E9*9FK^K=&UZEC?B0Rt0oQ=)g6Yh7jA2SNGpp!#e`RDnEboor5!xw_}k@F@`
zDqHi`Ef%PL!NI{~v9&wGFLrNjEmzuNI3md8RO!Gi!B`{)XU$qy>c6(NRUt&|I)8$r
z;Q|dnF8m*;wEiesP&_e&E{Hnmo^{^&72X|JK-_i==O7-Xe&tFP$Xd(zBKTO?lP9OM
z_mBr(m4Yb!ST_gaGG?PVsssG#p;{v5F=n@x7LF->bP~wF7!F-2-egMjopp(#M8vGx
zET_B{0hC`wd`K%|Cg8%YThIGyPwSwNAn8O5z9PhZrMJ(K9yS*t2Z076%7X8J0@w8D
zbL=55PZp{}hZIdrIL{b=d5$T5gae5oCmS1nNJj@9JeDsC9a?Npn!tp>S;=@($CFW*
z2|;W^uR;caSz^*4_XfN9`4I(H3xdzWd#%g5EBWkyGRo^u1rAL+?h!pnM@}#!{q-Xu
zgxG+ln*8=H-T$O(0FG#XDjudlwScY$0!NHQW00PxQ1}aETI;;KEZ&NmAftkj)@fFW
z%h|vN3$l%CLu(L)KUP)YLu1|y3i4$ySfg>AHEW+~(A#RYq-?>OSxe-KQeo&BU+7nJ
zqST<?%B*^QH3rQ-Gk@>sID>>T3~D)P>5q?`J_Q}aYEV;S2!79v3Re;2Ziz2}Ndn2V
zx3$k&XaspNS0AG+n53xWlww@&6tcy_&rg%m^1H)j=xX##-wa&mE0-@16s1n0%b~R+
zg7!);*n=OG%nE5E6p=G`BS<$+!1itZ_N^Lu6vTFpV;}(Nfp-7?5r>mDWiVQ*k)zRs
zK!B=&0bqLA7z>#f_<sf#zB!+x2C+?tr{fXVyNP|AvmMa|TBi{2U0SlQWc+(IX2zl(
zmv03sx87*SbMho;g6YQ__jDZ$U0pX`(w8jy1hgXggp))Bei4~CethKZ+t$a50PhH?
zrlIyDo6N<<MIbn&i&NaQRAoDNDGf?8K}nBov{xtVH3+SC<JKJq?Lb0vV^06T!Gpy7
zE5HivRE?E%KrDQEBq@;3=;5s^y1^|VC}@L-@9M}3hYX@Wpw?f0anvdHqr@V$gOd-X
zK~78SXK^q&<0VHiILPu>@ED4LDj!o5lUq>CQ<hroUww=Wjq$s;w<qvWR%F=VARoOj
zELb=h+QWv}ycl$hZu~{IpL;j0PIs@zUpGQ3MOt#hW@B#71{$6!m(Ukxlq=*t5gPaq
z{a7xf@I4YJ(B_}i8**zGzSfJE@k>I)990*24r?q?#m1ZxA#Dsg#isx9#|&(haRH6X
z*tM5z@=}X+EkBjpTr6AK+XW4+ZA*K^H)g5`>60)H2M3EW-09T+a5qNwM@L48*>1HP
zH!gxa5PA=hA4i|(4Go7giB>BriigY`RwAr|?00`&@rguY1@XC1>WOSLd=@<B!U(A)
z1DlO2HC=j5>obSU<YfAT3)`W()gn`IjDDCD&MOgAhML7FZ1n&wlG=7XWSB9Qi~o?y
z#0od{B9YF=#Ka6pKzMw7V}gVW0o6$<D2Pe+gI2Nd3y6>+5riZj-T+OwdY@4DIas^!
z1#02x9M|K;(+(gaV=jW@+p^h5e{Ga`0)`OcR5YU{zB3^MkQf>n&-TkuhCO{MaQpS6
zTzh$n>Wk!YLTa*k?Q$W|zHwwl9A}>A+;7e(K2gW!Xjt|J55^!&Q$6OQr%&m6G1Low
zeD=2>dIBrri$nkh?`lL0_YnC7B!$Tn7X{nVQxPyn{{RsQT%ElX>36iM?v4GV7J@}T
zbNV_>`t3`devRGn-5(ay!2d2YtN5k`vgABW7&^4>>u(+p{!(8*>yq|3)HnGx))=Z<
zbzPm(N5RkVmr$|%6w{ClYinz>RqvRvqY-=n;z8um;rVS7w(2Lr>xUqDGTX%>|LtCq
z_dhy!UsMi~iE{V5w_`h@NYe7$wfX4Z1y!=<lKWivm7jG8l{+Ch3j0cO${EkyNX@PY
zzF^IDTbiy<YRIQEkm68<#mKCDA`2d6khn3-0XK2^Y3-RqjFT8L4qRBadJs-898y<>
zGeS&{LfB#fyp}FeVCP5IrB}7gy@BYoOz)B%t>6RVsS(5o3L^RtQsFWU0Og5I3HTGZ
zMe;OA0*V#T7+1t+OVe$but1kulhwHtNw#W83`D+vxLwEohY?442xO}4;tg_wi4sqz
zX_6c_N9L(3=fu(Xw#^dqFU37sSoc2Aq&Kv3G!QxXkumaJGspL{@yi`qL{bVvgincp
z=g=?qm$2Yq`2v`EP^M8<?f+jP3^Y+=h<xrbLgGDm?oCCB5X`OAxZ<|Uog`cM&G~k1
z%UQ&~@<D@jJvQ${%BsJ@HG!<H+s&T3L;s$5l9r!u`z6FJPx+#?%Xn515hGHq|BG&@
z#i+Vl>4t1%bi-B-g)Op?G_*&m5NP>`nWl%m3cUpAVQ{d#^D{b-)H8WI=MQzV2hwU`
z+^PAW7LOR`Mz`J^A(kQa#ll+Crqda;QP^@Z$ix@BzS(=NAGWA=p*bGygLWc#yJ4Hk
zuCkqe5sJsz!^euhpH#hmdwcPCcByN77kWSmWNRYN<+ktEZm`S8fMSvj&|1mJ$)R?$
zMKxUJq;t>jWq)R7^U)9bS{a7&(ixAh{*lr<D(!ooV+RdK>gkUBz?#==sbbHf^c=lm
zHUIk3GypS2nod@{*gAkGukuV#Sec^EQiWv}y4vyT@FC6G|C(xhI7g>Sr&xIegCX;D
zASWB&>Uilf%=ZOn2|hkP1NVs}8@7jLrltd!wq(O-3!?CAZcS=~T^}o;{Uc$}Xgu!F
zqk88y42^Sj@4lcgSZ8GeF6P6qkZdU1WG#2R8NS6?zyHu7{~zWFr?2U<ci+5@@&|#*
zn!|Y8YmM>e*P8LXkj|2EGvhZT!Q}02dmbtq9Jq4xj7inGwt+(wOyUoepIl~}N<aSc
zu^vykf5)_z52wGE+}cjEB*Qa_0@mz{h2*-r^W?Z`;z(LaI&@p_z7v1HJ^HE#a%4mj
zeW)Vu{jJMSQ4R^~4%SMDLjRNM8B7rZk-^GL=1gueq1ti#%cI7YpRR)u8+LI-MoemJ
zHUu(wXnZ`OD-xOpf*a+Q@&9Mw%Ziv2hg(QI6T}vzdVVBIZ|;9Z#a9Y1b436lRi^HQ
z8HqJTMuwKn*X*NT7Y@A$rldo<vWI#c`bG$^^G92L$z0uaLfu+69h<}UPI{W@Ygf0g
zxLo-OwJhUheMbA&0)A%&>dkJvGe5CEV#NIAChvziHT~}T>L-uX8H#NlXnj2$VXm$d
zBXFf|sks6V39$v{#^axO`g1%sPvSVI+e_~v9uk9=K-MO_c;g{N6Jw+*kouz`#G3(y
zz5kOAAj$u+cR}mEVC=oC-ly2u{tMDjLWc|bytP|8<vT@YAMtps28@P(f=GA)+5nIn
z@nnnsBp;@^EMhzbV0?NR0WU%G&iBOBJ6uXUDeXUE&>NL;F6$`RuJgPP{ZWK)AWV?4
zT6q4>32Wo1AFK&j{n6~+KDzJs4dl{gx9Cg1`fYo=r?FUE)n@dU%}7Yja9#t?P`7PU
z%?%4<L8Zs$-;u#K@>r!v^eFSA6x^gN`Ym^EMUHgHkM;@~>tOLZt!yYc#T6B@uP2iO
zqPX$Mh=kiy-6d6G)OAGVL1;A>h9lUuym_U;!$#wyyu6e?RUZJnHrrk8-~Jyw^keaj
zd;k2Cx=B|&odFESH(8iH`%`$vDJOAodvn2*7L#3NJX<eMi7@<gMlq)IHCld8m$@L&
zM*WvBsfC61Iu0^1YLT&!A0dU8{oPvk$~F)<^y955t!YBcF>=#lah{(h$raBNT$cJ8
z;vISwo=Z~EvR7!h%B7wRHlZP7St<TV7s;S(sK2AoRpgF8{q5($?3!n9CQxV@?i27U
z*zw8B*P4S?iT`fW-<|Y3wxx8+-8e_y7S5Agc%Ob%%swnO7EgX555ep|W&jpXB&NgD
z0#IR(d$a9rQ4yYF1!)DjLZyfe4pLasqpuu9<3EkeT`sqP^?8&>uy@N8bbV+oA-rJ(
zs2dNuczJ)3VQ-L}msZx2=AWS$vi)j#cs30{wnul-Dk83=(B_ZLl5p<W$tTTrM)ONd
z!k&8LZO;<U8G7ywXt+>b<{9t$fd}x`*ZW5G)VAf=3hszM5{tslahyAjlYON76>ull
z*Vb<_^?6vv>C)1S{?lEZ@6XSf(#EbSZ`cROy))rBad(@j3PX(FXs&Df5yNT^pBIlQ
zG;(xR)YMKB`ORI*3Jm1`Gfaroy_0&^dN}dO9dhz$DGy25jms`l!hT8C3yj(@wJCgt
zQm6Gi22UxAQ~$>fhSOJjkdZO4-f*rV*Qe?cO%X=^p1|=bt-CpjafqW=sUOPymf}dK
zdRk4c@Wq&{p*kR@$yHiBl=Rc-l6Nm7BEp*QOoZJ_R^(2W-&mSFW}wM+T>I79<e77%
z>{mVw>}~emK}+GuNFAz?8@g$J$7jNTt6KVXviB~o%P0TyBUN3#m-E!@Vz6#?-oc{N
zE}!>*lK4QV#xSC6@X(LTSFW6SZ3|{_K~eGZqZ7X-(%_?(yDanLAr)Ytbt+X?{Dy4J
zXMBa|E!fDrTTU6*u5bRzy20PRx%}Lrx6zP4Xx&!ec6H<3g8z%DvkvPjYrnoCjUb_*
zbb|;eNT(nmjf9AVNOw0#NH-!#Hz+0DCDJ0@-I5X_rQ~~``8|KUa}C#}Gdd&Zd(PQ=
z-)pVU`UBhoJ2+<Cs*ePKR7{j8O|R4Ppi4joy`r=+p4_WWNqG~>OnrJ3lsRj<7vcnh
zfBl8a`!MgR#|ofvpOIqBrDNP;6p#ti>4!h*2hxh0pR}XKMxJtaSgsq8=F`wq6SQA0
zee<QJ6QGYlyEjqBd|)DhW>RL?)|K-)2TuL0BESG4x>SJE4h%Rxq@{VaI&~3&pXq-x
zED_0x)%z%V+m+;&EZS9je)p#Ni2@^9ut0&V15%&&t<_q1r{Bg7(Cshb9dK;aswI+|
zMK<qXN{iGoGXNThhL!rLY0we18aB(a|LrwfbQ61mS3e15QBhD*cbz}8EB!2_(3;$t
zk}uMT)Y-n0nwA%)oNW*6lgP$qWV7afU_2+bTUi)#^WV7S<gA;2<5MMNm8*Nk7QcK}
zu!cK0AFry!^)*I}COp0`pwbD(jAv?UTuPAo%&6l8$O)tkBI>9v)gUK{d`}?fi4YXM
zrhiA4p29q<oB2Fr%p6JJhdJ4myB5KmcsE{_x~)ZbwHA^#FsT8E2#4sgZNj7FYIwld
z>o>Ai6c53%Pee-igTT2$rz~3Bjs(37FPHC-><L3&2#HF!-aYsRM^+CY;`Mm4+z2Oi
zm*)rHHy)nn)HAY88X-@&J=-j@;!1tgxC(5Z8ls6&3qAVCugY$+`laE!w03~hz3?8Z
z>}n$>!O+)lO!gmeRql1I?utrPar#u&-eFC5!<gz`_|!#jKOlUPF|vh3b|BC2yU2oz
z6ed`PAd)}5)VheMc~C2!i5TJiUTeuLc9J~pGf)K=s#<~GMAjki>t9xlT8yAyMs=;k
zt9XN(Q=_Z&)pqwIy>=@Q%n?LTmkva8K8{zbR|7qS!ev2m^6&{>MNEl*6!Uve$tn%s
zSKFk2+LRgc64RUTTkg{}nquGUrI8?h7c3pr5TJit_AzR*=cVJYto-Dm*vTg~Q<>0|
zf%3$fa<~WE0|u@eIv#PUXjG&%KJ{Lb-a)VTAU%svVpqkd5(#2>#mi|kJ%(yd_-~^5
zQqoX@-Xz5i{p@%L0Yrk+4vXkDUK6)?gcRMu`hcjObOpWbh1=!7b$DBXEx6Qnsdc4V
z_4<D}IfxK}j06*xa=R6&1ru;ZBk(WyIdHu~!omzdLEz#!cIvprE2fn_L><$uSfA|E
z{CnJve87Mhu^MlZ*p2);0!yXH!^xEhtmt*)M|XpxqL36UXlQy?S}$LAL2~FH4BP)L
zhbc_%@Sxll^RJ~1p$>eW^&aPsSdHjPy>_f7L-N&Sl})0;wjPr%^^eus*@dr7nBRjj
zW$73#(W6^7nSXZK;OrgqnQgLu{!vO%QG|B=9xWvbmomKsY!w7<e9~VuJfhUXs48m6
zvzd8jD~%6scv^7t&q9>0O+fS#@vFg0$R3tkyaz@t#ua6rXU^bulxoaA(RifdW{vQ+
z;M;|vd?4&A{~*r!D=>(~#>U>%P;>8!q=1un`2X*{0+?3{#3x{zeY3v4zIMC3=Pzs&
zI=81Pfcb!6T);vEdYKeNvteA}DwL+TUgjo538ppKPk(AVNIHpN)B>Yp^}-`b<;Z7n
z%)tvX=xs3cXbvI{TlE+7y3`jBo`GQ4Tite5Fh+cUjBX$<nZ{L%`_|U4=ig)f31w=T
z0x|UmG3!NUw2x+8ruIub)piO_*nSbtO!XPBDQHC~Qb;+N5F8bql}>7H7OgYTV%lf<
zj)Y*Pib>d#+E49M845eo!N1P4nhSWgok~xP%FjXbs{PqdLelqKi++u5+D}h~m{dQ1
z-Va(3_0=w3gfry|Yy$4ppasJG8Mr-<K~MKYkq-PJL0lV6SOeFN69OlQ_aNit6F83l
z1AVOzR;3x63uI6XgAS3?4Z4MLh$MnXgdA~&Epi}1Ul?rxR_fb-CT<0wILI)VdJsi5
zNyaOEj8<Hx1WQun%nmpWBMRwvv*CIIawE!3yr$3C0Ay2SG>>eM4V-6}9zksF;Ljfo
zIEvrjdsaAR5BI(Ud>w383?Qj9_z>HJeu>hHil*xii1@DR`Pak!7?(47+c)cQl#1(c
zN(m=|d3D+b^_i6YsQ8C$Vtoh4AxqY*Vy9cek$9Q{a;Cei;*89}c-{1HcP_nCjqX0x
z3Kei--o!F_%;v?gGxt%Ad)<KRrQRdT%x>4aMJ)dQ!P?8MCfVv<4>XH(0%q;!+1}Qc
zgqih}eA@i}-vxnSSNC^mB<BMn&#%~lIq9XHha^-~-YTu=bTdO9w1Acb>D7knfevGg
z9f*VP)6+#4c_8gQ3o{(gxFXG}ty(k!xD)YF-@&OFlq7-F-JAzeup`p-k$LlG@xE}d
zg@r};_uh7%KnIckn^oB{*>WcKmSD{>*$14(V9{AaEa`9Xt|~q%*bMq1ZC(eb3%H%%
z0{C~<Yi4J(>gDsD`!sf!pJH#vDVr40r`*-W?N%oZ!R~&7f9fU1UGU~ZHc2#j6J}vk
z%vwL)Xw`Ph*7jjYtoCPGMn?gT%qf5L&$NQZRIujK@<jwMa*-?I;96ninNLNI4avM(
ziI3&>k}<Ruz#?$K8t;fnx+4)ar=XDRH`t!&&)DBStQ?j3_W|q{6NF9h^fEIMdcirk
zTq%YeTsaXc2v2gNsQ2alopndzT8OaETA%ntu!V(%VaytrN+p1!?%NS;nc=K+3yJfA
z=NY`$s_glnRPte84FbOEkGB7trg0i=Mh&4yc)9UdxIF$iv+%j7$m;v@8Vqd!FXsl9
zAkY}VlVZ11HSq_?N;lop*H%}{>{owy^&}@HMb1pM3GVTXFMn1q1d|Eyag4N&Uy`3J
zkHc96=oR4VS<9njf*?D9f;2U?FqueWX1{OORdg>@__b||KcQA5mhllxpp?(SFd=vG
z)^x(WKO`p|@>)D<PFnR$Z)@g6-^F=k((8TT@dfiwQhjj~d?JC=L7$&qyiKzCOx(^`
zdSdstS=|!9<*CWDy{L5hI5hpjSNrptOO(*}`C*>ONZjEdhDT1_Q8K-C!EwWHHD#;q
z+HiSoM--a%kG2XCnx_4~#e?u{Nq`do3#d0;)LTMZHMinh1S2dHz>Gox)fk3GL@+w`
z8!{DIy#W8VVs4uuCs?Ny-Pq;GZbyg+EyZ?mlL}q_U1|K?iqm*``peM71TmH%-by&)
zAfEro1}j*Z(p%e^2=TzWASXoCbEeB4|JZ7p3;c+Ms^;Xvn&BRHGq6`cey1~aclU3|
z2xKXnCa%DXU!|pYJMnGhnuG5ujbokQrftoe9A4g{JZn0uxjPc*xdg-s?z8;dsRFV2
zb|#$MyYj5n&Pf7zsteU5K|S(MXGFGUjx$s?JObERli%pPO;4`OU!j(Dx|X;;8{D;$
zRa9`TZRsJ_Ep<qm_OFOu-1ij;%rgtalKC#hxYzWB#R?y*;w1s^3hQ(s&Li@v)}DvW
zy$`P5ew4%^`3=^9pud0r4hiQkEaIL;MMY5!)ijPMFM==y)W{n=)#Tf_-f&xX74O}t
zMjWv28#IW=(NSP7IGF6Peh64b>V<a##5vXiyt_id_G#PA5N`|acNEB$wt}tyF+J~V
zHMP-FQVx$_uBX|!h-nk_DYE!wp547K(MdLB*y(T2v1oSZe_YD&+d1+kW0^%7eO*tP
zPvKo7kRj(3i<~pd%Cw?FyJPY1&o`p&2j0o`<H8ygI$gqnuZec$e!mvDU{uK(c)|ec
z_p3aMxxV5L-halHnw6)2qs<8`)C#jFg$H5DrG`<*(7ntHNvjT?ik}~dvU%%s5wM!j
zYh0iFfO+BcA@=3TqbiRHgPqf3F~*n&Au07f_ekbs*6Mf($m3-|kp&7kAaU^WPrLI~
zbaWy*^!cp`FT3sQKViYJ0u<jfu4-^qT25EyD;e};-;<@2FDbo4OpGXl<>q4r%4Xdl
zu)$Sb5mDMwLoAFi{6&-;pBor>rGQ5!I?hBzq)FferobKtB!CP5UuTaQzCEyBiMF$;
zgI^MXP#Ckl$oKp>p7vh9u42EEKR>c~rp;y=Oc%hX@;jKa-ZVErYT8KQ(6zVH<>lbG
z4xUrS%OIjVA7mtcbNL=&U962YZg3OGhv~Ld{=Jh>RK!(Hm6hrF&^b3GY3*%6vJ2d3
zcJ=O<!5hDR#rM3img3s;#62i}n^GJ|yM@i8|I51bdE=d@L&S#!-4Y5~@*00we`0gP
zjO@1X$Bd2qNqH--c+1=})^yNCZ#BIhfQ7gla+E^L>*MBC5E_praDajKrg6(0tO<zw
z6k(SAPk_b^>u7}uIL5cFu|f!otPee-LR*Bf4l=!m8MgNl4B!oSrmJB85(I%_tc^R>
zJ?stPIt|Wt5WtLyi2<k1w>OV6MmEtYy1H#EJ%%?O6%%HAm((=tAjb!h6$nHV)oH^b
zy$0wxI=~c<Wy~OKL*qVDkduPutk+>0Weg^m?b*5mf3~v5;_foVssvC5;QewpqLX94
z7&pi+6&qwbOl<5d@DKa@4;>Yi0BIWNp8gCeL5jrRoJ!7p2GXXb+Lnl1ma0O8EA=u0
z&;`so{JP>R7~}IpZYt7o@}>UH$j`go<^3E8Bva$Es%O{XAz%74DTe>#_7JKhL7G7P
z@1Oj=Kjhc8UlBC^ma$6Tp%9*fYuoiaHfY1{1}$emXz-{u?Fez!t-YC{>7CLc%`zPL
zT*!q}vp>j|0yF`1OgIUUMPE=v?SEig#P!_U-iCq8S?DYeH}{f#9c+S6UbKQu5iuf>
zlM8*pxPU=)7rYWoKy(KKIpWLL1E2G?FB)aOpe%qhoO|K)3M^l)pw7Vj-5A7pWPL**
z22V<igrEO=ypc)@=qU32c^#%1ePci@!JzDe=jDz8=en_3N$&5JW(f2;$FaWR%&~&;
zcMo{*JCOe)n5GePV$Ga0*?)6GxHaBKHGy#uG)+jI@<uiQy9rFafa~F7JlK48^0%kA
z_a^{h`1PVA%8a$cW+17L5Eq^~I2`1O<{%^rgjSLjfLfm0ySyHy-S(jH>hbf4m6c_J
zxw~fBAEh*nA|{2^(+97k{#p*X*-g!9N_u^I<%9)>U)FMTf^t`zI?F`$GrP59HMBk@
zvO9S<P8%X&W;LrRY1JadTJ(bY`;)^A+z<xyY5i8!^{nTfXK_sKLXJGQ^_fqxRpl69
z2SG=d3jS$MK%g(B`e#G_<|}h)*^dS?i+7-U!S)ad8oYc-0&`CI2|`c+#Mz@qgD*Ln
z!FmDX77%bDsS14k4t<E-fQAS<HxoU5JCif;!VL7MKmbJci!cH_tD_AX{&Hvt@kNLi
zXckeb=cG5cTfy-iP6d|IGw|xN-)lPg10ahZHQSI=x&d~uwG4uy8+HK625qQXOjRhd
z69#e+%FJ=w7&>W(XT$(J1MM(y72fKiz+0JS+iVKyTHcw_LTgko6;J=zmPv;(^#k1(
zlSv|+IyRVyhYRgJ7L45)Q%pHK$lV`}M7|@HE!F!}nES3cP3i|(vqTZ*#+~{_vm5B2
zz?jr#bzQ<(+mR`2M!~{OWaq_M!ea{oIQg4IlHZr0N|SKi(r*1=oIQ;8uNpTzN&L7V
z*-p^1Qf)V9>D#)7U~=Bn1$&i;C^f4aPqbMWW_Xe>bqvKv*}*3c`!8c-w+(<X3LCKh
z?2O<iB|mlpE;}t~y7ELnx>_aghth)S18h8Ce#D0?i8MloqNhg%aQj{@>>rS;KRkRI
z5(heIhyk!DAtD2j$p2-s1O(jGP##4xS!RdSNSBS7gTXh#gSVVH6wGHducTlAb5Z<J
zo1Mxzq7R6SL}X-wIZk(A$P%iyzP6TT|1M(a4cxQyO&-AIr-(7II@Kqlk-*;#p|RL<
zEMO@ttt;a5m(mPC2eKl=OQPivYPi7um?&8MOC%~xs2Ow-#AVk#->}Lk<G^{d^No=2
zoYCjZBA?UhCQRRy(r>qE{YFA=CIzZfpgfT?!AkPMtZd<cD=u<wAD41Mq(&;th9`_^
z&$?5kF>R4QcOddkSrt>Mn}*AbSXQAV<NFIz{m1b{$#p4d{ft{D-r^>nG&^HwW+l@>
z0@Nw6xd=|+r252z@2MfA8mB##Ec?9L?{lk=*S{WJ`;ii_j)J|nK``;NmF8Chqa!pt
z*urrj<<HSQc5q=su>ctF5OC3yC6s)Wy6)?Pw@1nC3j6^PQX@=MeSiXiLphiZC*hR<
zJ1_7!8nv&fpEFp#hSB1HFu!(K+qCEMeZS~$9^^LVhtJ!0z?b*mI~{&C?B5_u{SC1T
zf(d3%YaLoSvca6;eep~8+WC%+Hyw;cKs^IvKQdg`_4>z<4&##do%iE=E>yPpd3kH1
z&O90)70-RBFz#DM07kIdZ01pdp@i@*zVrt=KSP?-2kBpfDQvb^26x-wZ4$#HU{u5>
ztO!PT_l0FOPVScFp*WrIJ}q?CLz0xgx~2c(!AIpYzvHpJ!$l@%%1PO-e^%{C;-g5R
z2xkdgin9=DUFqRjo3qKH1OllH^_HLpEqIjWJlGT@wK&EpuPL7!Q=y1)nEB`SGjQpl
zV>>O>iA2pvdi05Hop=V1jL&&kUKb}S50TfBu(d?@l@DZg=lk7~&F3zl9Pn((l-oyM
z%G{n4zR`PN__&d#3TE&!0}N0&KpBqs_CkPP>W8FR#Z=yxFGvC$R&L0~11pN+_`I__
zZh=rT8qO*}R)F7314$8}ir^Kpub16?F)7u<w%M`ih*xMI(##S|E@X>1?rFyC00fC7
zLl8PG+yG#EM(|zTPj3nT?AdDog&!!p$C6|suzVo!B_zE#vYEhbL3~U2aL^}Y?gmHP
zr`pJ`Odt({8wga@wBZZB;czWGAX-5R>9k-jiV<F`dY9+_dJPx|l9;_N$8Wh^tncY<
z{ypx2a2|1eGeLuT_#Yl}YqBO^RO&2z7)OZx=G7;WX66)=N;Z8XI->zw$HS!H>s^cX
zGn<cI42|0Pj~D9;W%bn9B&tYCYZKF8jbKIg{QMloIi)@-rrh*tKty85udWCkR@!i<
z0H4VR&c5OAYj3uy*kdYumnz;q^C{N~=b}9I9S^m!x0Sdht3Vw+LY#?*na$!&Av3Yy
z%Sdz2LII89pH^usF)R>IN>)Jp5(HVnDc$pbR0V`|)cmY1HS}9ZmNb|?keDfW2Ot;%
z+P{(}{j;p<9I)tSW%)w(5xj%|03>xjdcUM$naySmS@<%Iw+!`xts0|oLP=m>1Om>v
zN|zm<YnX7<vCHnH2fPDA5ZJ_baUtSxt(u?jZeV~38tC`??GMsvk>G`WVhXhqCPBWQ
zM#GM$Kd$>a1_~yl&l|$T&<)};eLX5IvHbQOyG6&7L0KZJyZ8jrIN0I=nA%x50rGz8
z+^%_F#EThO=wtHU_s+k;x4>abWf-m6X<6bLQTBKrnRFrXtPB6NZGH0VKLaiTGt;N~
zp0_l`-V@wSlzn4pUNTsvK4R-iG#Am~$P+g>_1vF2hKNu!^>-|}?@Gn{2WojonK|tB
zDX{^f8T;SWNwLRQDickG&O3PHsB7hQ7VWa-WS+)<2+Yoo=-1KOoIT@4!jbjAir2x7
zzXba`2-br54CJDdhSHYq24=*h$jl5=ok!l6=XR?4%+%CAAbCCpGdidpa8{uML>=gV
zG*){yFMpP~uFu1O%)H87x)n@gKjQ_WE(=!p)Edn&3@(~_z-0=v9!RpI?Y*7RkmrP-
zBvZd)=2TXMh7`>QinH0$_^4`Gq-4VKQBCjtgX<>Ab?)|6IVPB!{$lUi-Ttg_{@FPl
zgNMR39N&{x@7;ZWG)AH?Vb2(Ud1Jvq`#Fh1276MzU5{=37uescO#fwo3F?2v6?>Yu
zvVv8Jfctw>e7OQMG%-*+^VFD%6D9jIe#~Y@Ls`N`7<-$V#uKF%{GF%b;Z8yLKe5G$
zObFA2f);D#4eiks<;X(6y-~4ljEO9%87?y*a+M&xIuPKDh+9kvKpoHt7NAYaJ78yc
z+u`Q8vk<`Hjf3!tOBzpE7MeC_y^br=qf=6ZvL-gw?nWZFE|7&_+YFwNiZ?C3b~M9X
zguqC-XObcYJpwQldRo5RnT!x+Vg$$|IYN#FU!A|`vdeSru==teI^(K88#)6P4W;|2
zo_vlj$&c!%C-cu!X77(M7czf(YDx1RU$^Y%^_n)!VE+w|wrH5^=(iaYlJO8-YZz%=
z+B(@R9nXGlYCB#3D5;Pm$s*5m%PI`6<dxL63g&p%EsajO{6RvZIEAOru7?e1C>kY8
z%XivqK5$uryNPW<#^RNTue{<LN777q1%#wW3Q*rP*rAD~SwdZBr8nHAm554C+rpmy
zBhse+GN5ej8pRme_uDLRJqO_)fB#P|`q!aEniFNTNor70e%j}wU$%EiAMKuF8+cJB
z`QH||Cm~7@PA-+~!P2p1TpJb-|K}#3%oA}k@0|`@)HFEeH9y5mr?d*BwME37h318q
zvu=$V7JlH0fp;*_lF|o5$x0wu^k1@3xo~WS$9`DXi99H@*;f{cIZRhsbe-3B8O-+A
zrNZ*2?KJknGb>Cg4Bq3Q8L5Ib>?!cROPY@bW~yy&P(QyH-hWR5KNFQu96yuU|Mm3(
z!mzyPk7f49!hZ7`AZ17p#rMW`h_<hm>Rab$^*oO(+oi^nvuP5!ew~2e`n{G@zE%`f
zEL>?udg>u2XUeFslAiQ+Sb&ZCa-AHH4&$cnrsZQTFPVf>BNmVQM~+^rIK4qtOvdu;
zbku)%!O_Z5<SbDG*VJCKc{aGItazZh#esx?iw?u;kD9;DtORAQU%&9bO6z${c9LLP
zUlqy0FK+%n*~N*HpOmWf&%FwnJ?LG?pFCv<rZxW<ib3h>17B})*r)DuOp<GZ;trX5
zB;>fgy{%j}E>(~|^CUP+8g4~M;~}^w80IXP<kDJZ3$L#k(Q;uPMJmH2SI)xgi?3{C
z6BD?W62Tqlb07Z_?o2IE<}D_QSHmCo->opH*JejldyoPZbaW_?RS6#Z?diHO-wQO@
zGG6nIrP)Y%m#`uJd5lB!g7o&EOKa@-nf`c;G-{`zRf*4R+b4B1W?i%DBM+RbFv^nM
z!#F)+zM>hTZt7#<$cxcT;0t&3D-}0Hds|=fplaTh#Gb#Pc*lPbEOdtQ<*3T>&UUAx
zAyrn}bxwZQSxgr0>t?Su9)HeO>XFDi<Js%ge5tS_nl9#jnK+3ZYD+f#gz-icMxCP4
zVmLWUg~K2t<Jt5%U--^lk@JV+1%wOrTX`DAr~e{y6jED%jTP1Q&N=Q*y|bI(5gMm7
z<m3lx5*~yYhwj%X@xO??Qw#fKu;g~Zq5PRsnhRG)pPY$_2^Fu=ix*?}Us)P3SkD{O
zX&2kgn3A{`dAw=w`4Dj%LPpu_U%Tdsz!q7gF6ZXPk0d3Kxj1_V6dxey3^>Il)CYjM
z4?zck|6$7{qz<rVVPR89yB1vGiGH2!sRojoh6&%{f~QzR4EQ-w4ALZW89Z^jY3RqX
zO)cSJyW%9AuA+<&DQj@#JgiD4$H?2KjeKla1qg061AT~NX7+7)Q}DNqd{n8=`g<Jq
zf3uln{&qhcRN9#d?3$XBdAYAA;PN)4p>Tvr{8~~iJql;}P_9z$+2ZSZygizw#54D{
zt5kM*jL=QZ1_GtReXUF!Oj^@5ZC~S`8IcN*sFa8bDsH_|>2)qzI^zl|@xQK~lINCA
zghDPH(>ZDqH8>+nC<4wuarr;KVf~GrqLQD}(2zVkJ4?gVo5pHD0}WN7Y3b=v>V?3F
zM%u1YDj(RhcJx`eg}=C$AJZ}uv%68vwSr~ybJO&7;k(@sC=Ekojjso(d*Rb|L2b1u
z4i6qaWCGVeIJ`N8i+Pm{s7bPcP5`c1*a3suk9+uf5hm&hfW$#kW-Jd1VQ<>`Yg+Y(
zM_W<@shq8#`(Qu^-OHOI1Z*)6;EW~yX7o0pv1d@=)ASM7pK`5n-WaM&*Wsk(dbU$z
z#xkui65Z$H18xB{hnX+6R_Z^KY@X(S6r+(~<?{<hGkJ6WVb*1lcg7Ft7G?FYqB3GF
zRSK(QQS?tJDePa)!iEfUX;cd_lX(3y+#cgoD9WE<Z)%=#SR3$mmUyhs-fqc6?dxSQ
z?Iia#>7_9=#xrBNUZ)9e%!d77+BuAqtedz@^e!A?73)M?9$q#qEfZRKEcXpH-O;bR
zQ-Iy6aW5s30pvum+2BzK0E(jBj!ayU3*rL6*~kK55LC$7y&QFZ1nqU8tp>GmtV#L=
zh1Lwiob?_rdu{gq%jYscn*m(Uiqvf9r`2P`xdbr=`(CYtJ;3-Cse8!Ebb;|%e}VIb
z?-wQgD#l0To`%?`rKpEXSR3Lio&=FyD)s;Fkh3s_6nclK;JX?+V@JKM3aY0INVv7#
zF|WPQu$Rrs>7>S5KWb*GIy}gbOFMDwEM$Fg{#4-B9wXd!9v-4qq#UaxZ%!=*v+~zx
zJii;6mVeGljR|p9Wc=~nX5m;Ek7-Q@WApTc$+f=stNX_vrI^0PtABn`>4;%)ikNMG
z(^i!^@UU6h-Q6w<!a_CdrKWcwsK0-YPf&1Uwko3E^IxzclYO1<SYgQ;GM#BYc%%v5
zTm--YzF-Is-iy(UH884kTc1So6OJ4BaPDIA)Q$SIioU?;gn@<@(UXCDmuzC8o0B+h
z^~p&)h0E-_p4DZTDBY`C!3(l8tNR!i2X+OKwXU75ErHdV6Mz)p=iM~^dSJ=wIKoD{
znM091=&P{ZVr<@Ky_?Zw|4^g_CzPI=7R%F>w!ReAG1Kn*Pubp`D%6J?J2iI-Ukt7M
zd4r41q(8(-OUwr7+>}lp`8%H+Nw(YdOux+!`!^NcTj?*k_FPgbTP`*5Q{!EQ@!Jb+
z;sp0(H(Um24;xHq1X3nt3pO-PIEn>sRJYn&1{mF4ILDWC<g2e68S3wrNR5*pyjO>s
z8XeZP`>itDr}*k^Xhn8J@s93?{V)r+jREhLyQB(lj>(6uy@O#P+j@N^cn#L}-j1O6
z7^nmv8iEHUdoXp~DCf``Oc%a}ywvrMK)yzQ-bMng67Aox_UOc5(ty0*z;6ZO4dlu>
z%%)e#$%F`jtqfW%Sn%Xi1;!TI1Zf~*`m)QewC<HRy&YBR%k`oaKFW?h-8dt-K@qHb
z0>z$$^zt$8JTXJtrjH>08P0LG6FM!CAuRFKH0>iZvh99Bl=79q5o#*ID#dM^yDj5$
zzH_5eGs?cX*qCibk5|eQ%El+~c^`+N7d8!)0a*ABv5cz*{n9}^%HlSseo;}5!357X
zt`nbTvR!43@3sC^E3Q$ltZv1pG0~xnkMFqIQv1q=I2#M>KlT`?8yS>3S)X}iGZj`?
zm%6J|Gjg%7j#`Di^CkRsp|!d|%L5X^Mtd5{<kX+bjJ?D-MrX%9)PvP#H?}4v3}w-n
zZ_{6_xJ;5JZMy2Q6$cVeH=m{)v!!Pye^8X()pt}K=Af7jbJyg2Ve~>m>RI-L`70<?
zDoNg#2H*(-hX5KI6FWOzg3!exdT8j)n>P)?=!kF-VQa7Ywd)y~&4EJh2!BQ`1iC&%
zM~C$B1g_R_X##QB6J`D3#KLp1y2AuzW`|PMuIKyr-`pk?x5DLWer8FA)$UZ!`~|W<
zmvPrNATpu2Dg{ZRUp$9V;_p&haY2JbT6rqRCaJO{y6vSeQzx|X_czOGM&=B@nHGGm
zDnx1cm25r#td0yBQH+>XRCt|ujoO8nE)yz0>!MX9zv>$@;?OI~&oNtR2qsqD6R*2D
z+jRCqBH&-UVk$qHq^a)9z%Ju1$5Pah=_tDzm*aaeunDkIB(CRAJm;gs@Tm#Kd31g}
zW#d9k^o=e{QBJDakf;9N<LJ%G1fErc^S#`~L!XUJC!HUL?H5bL61ic!1JwrI3%4i<
z5~*zwxWM6v(ye`2@^r{nLAV(#?Yk~T&l+_4P3swyZtv=<sK5m02AIOA)Jr=x8W^ra
zfFGQYPbQLTw7&Po%3-jX@P5#+v?4F?iUNznX;L6w$B~PrXE#`H)4Wd2kZ{Qc5Ac2w
zrT8{6@dw}v+_)w54YI6)+Z<8OXUVX*0i6fLde6GhOJi+K>n@8FK24D7fnTGzsW(17
z9a=Ub&2_&^;SbkHfciaO@p-|C&l3_E6B77jJbsi7(N+NiAIg8*-)3RciCDc$hKHQ*
z5U+ea-tN1Lg<eT)l&$Y~x%OpDzY++&P-896o_D@;`UE9+;Iro$<86mw%!Vy}OCxSa
z&vM*nW_OC?@OpPVIBa(3a)oGbTRD?%*{}*qx?;BA7!x$UQ7<8@%tTwc5^1a6!;CC&
zC+Eg>Y&zplENSc&t$7=nUw%`JeMOMWJF;sv^IW$f&+CNxI8<|cmD{m#pC+kS%`t54
z{qKo0d>wYptFOe*WbOphMx0#Sd7(-8?g0t@c~eE1<xJ4#!CTO1@1?mN^MlP3#CGrD
z*1_3Xd5Dt$|A74Wsk|DFHM5%~%r&#YS^|;mX5tD;Y@p*nwttrRvAY7QSp86hHAQ%4
z?ImPj(ebE6ddX}W#Q<i6M1>IqKQelNiqwTu$UY&-RfGVE7^*?#3IS}&JAj;n<<v=K
zg-j0okU+BmQpa(3*&)e_;w<P707%NF{NTw-H<YDwTk=pqxI-8%wg-=Z`j*trXcis5
zu-FEc#ItM0^;m<rDa&uFkJm~A+D$Tt(TL)NlFiC{0Olc;>U`a7i?yCiZZl6byk~qT
z+29w;<W$3r#4qWK_n)?vl93Lj3*Jh69cHb_2>1In*KNG*)hhUy?s({-?efsAS;5CN
zh3g~4T02qRBQF`lf%Zb2YpCY6LR+d5J~vZnMj}V8C@+4-NQK9oN9}gg7{T#u^Scd(
ze0m+uurJB|?Plew=TSSO-j1kRc6X|?WCdPB?b$IGO8mf6ml<=`v#?FqBOUTPPL=T!
zw0SQ!;@9w<y0%`w-0adqHmfWVfxicz1BD|2d^qn*qDD3i!9NV8Ei1MBvP24tfk_!`
zG2IZa)&qYJX#L^8Fl8an2Au?}_7Od?K16kw@W??l^9rVEx8B}yr}X-(hp;FR3_SuB
zJ)A-EE)a<O1IQLMA4ny`I?;(3)b+xWf%~}WnAWcA{0AyXA&mljDHu*jK=dSwInqs|
zddytdh)4ut3?GIGku4G6Z{a*deqTs@D4MoFAoT68Zd5e$!qnw@rLSevtwR>H&+nr=
zdZqO|&+#k1w@)7a9iCi_Wc()@!}2hy|Im8No$bB_Z(O8%Jz1C;`x&Va<#u1hq*n6g
z^oi3R-q+1}D`7Qk&g)L*C_nx(qXwWPY6kEK;#xTa*M7rMucRRNtYSywgk)uRqqRKy
zTF>}=z1^SpPt;V2?5aqylHwG$TueAm1Q$MakM*^#e;vro{hHH|7jW!(RJm8^XVNTA
zLLz^ds2Z#lt$57VV|T=N|E)2OLh_H&J8^n~YO)R5fzHm11iadT0(1e@@e3VZd8iKa
z*1fvB5{Y-8F8&Dk-sa2UT@`ffOKaSp7NNqv9>SEih$KFij*zT~n3&j8mRdn&RO{N0
z&l>yGaImohchbl$Zew@&v#D&`*V#7AU8LRDEQ$j?1-G^t3AQxddRe5&o#Sz)fhzWm
z>aijizadH+@y`xJe>Ox*Rh0<Vc!SqoUB(r-bp@yUpvplhaT>^{B?I=^LqLSXf)51g
zvIX4K%^eI|zGhs)=$=?iU-H}bN!ZO2WaI&i%%K~j`FF#Q4Q`E*J<r0C`h>$s&mI;R
zIwz6hNg(#vp^R*cBmRy7i^wQh<SmU`w+-f8+C3h{VsYf<(r3v=JWC~v;uIkj%YPD+
z=F2FIw!t>En#VnO(ShggOwl@L)~Y%9V6?+~L26a-Oyg+MV0%ZvM@X?{n51}PhkD-V
z)ACM}TC;~wS|@wKRYQ7#6WVufY+4dVqAL22o6Q1Hug3Q`UZK*msI&emdH?>MjWtE4
zKXK`c$`3aGo@u5yp$p7w+`{HR4XD7pnlj=uC*@e*SvwZAUWW>gMP#rKw)wli>s{wy
znBp}4Uede~XSO?T^iMq#xUwN@_q$Hd8~7F=C#>+KZ@Z?J+_-TAKuR14C>Ca;NR<aH
z$4JYB7!C>0QA8rlGfx8Q8XCw7#{^ghKFBkYIn>ZUv9$a`Z|yfUI?A=iE_3%@&yFjU
zg_WBQ!FEz})Wo+IobONwQ0nwc9max4|7Bkv+bGrF9Ns|`jkLFqF}AE?t>@qI@R9cM
zX653B{^6#nN}eH@Qyf(;V@5$y&N0eV>Y+V7pO-4xrNrTRdgF7JUqU4Lw-JMuS0lj{
zU+?jFuMEfbC^JZ9Cnfm{Fi^gb6@q7EG=E>>a@+pz)M_y0EjFb~A}u{MUs-fwk`RLZ
z^Zj=VBe3$ZNXY%2MQvSck8!<p<h0Sori>nMIwHU90q@u2z8Mw{%lvE9%)%dFDDY@!
z3(b@kW%4R_z;r?N*}!hw;kM8uS!SXj#mptGkTnV4tj3>PZ>C=R&~k=n9P~dq4A%H_
zQUM$p)Vh?>pFc(NQGr_o`92VAgLd30OHf=`s%VWk?*W7XGR|yZ?hK#dRDmGXLuK!$
zs}ho-3$81;kd$`^nj^%LkTyjCLD<U|tOL+oLYe#kWdLC(dWQf9>_Dy%7cja2i5NgY
z5hisrI|#J+9LoQYoF|~3sO04Mbrcwa(`*)qS6L{g7nuzgP;+5K0rLxHzo(vPQP+P8
z2%p~H+{n!#a#%8I0#j@m8R;VmercB_FCk%L^05fMtt5_yW;-*MpLv7^%1Sa%J|_8a
z^5dBp;HY{D#rNv6G7R4fZu=?jA$7AnDuPd-=x%lF$f41_Yd@ZFFF6ol^@NyQW-l;M
zGu#X+3u;|&ZY{0z-5pl1@0npfTUS)0(aehb%y|-xgPB6u|E}w6#=&zUVO{SLJ#GK?
zuyU;L!5M#!geSEGH%=ejLLKbyhXD2slcr2v7BSE(DWleN&b%Xd-;srEUBcT2)`RED
z$}JFkdgkg+7u0+jgNtS}*!c#96Lv39KkW;;FpLaf8TR_yMg_UD*y|@G0I_s%a7Z@-
z!UNKGb@r)O5IW@_e=c4}j<+#*$do17gG(I@p9EOU_hcXi_(1&&!u~)^bkG(f`1P6(
z2&0HTkECp&+X-^%VSRYMK1&xaje<|^kiKJKL3fh4T@cKyMlh7uN*A5)zW(SZX;H~P
z(?hfcjBitOlB>GjLHI<0g9cqAR+|x_U#xr;bk90p{yP?#RVP_z6%1QLrJHJg-5EZk
ze(jAFhw{axnE8UB|A=8%X%R}>%T;P$@e*1grgy(nP=~#QqI`ZnBK`B@zPm9_q~ZhI
z^xLY<OPIdeQj^<!<zAkQ^|AP&Y4cJ_MbW2GVfdndGHwpPKWs|mtN(KMYr!}7jGUTF
zBWddCx{-YiD-GGgx{c*9xAU?t@RaAO5t}w*&PrDoL1Cf+Sd?KF7(T;t-sN!dFF6xC
z_;ty%k_kwg{DUp9+j0mKy0*>#b$65vl>aa4pFTQy&ap=f3KzuJIu8^4ICk5M%F66|
z*?1e8TtqB{cx1pBbV16;$iVPl><OYzC$A=eJOqlwKD?!(T3f}ZXJ*PAEA@BhqHToT
zo>0SHR4sa_$(Mv6K!6t8?FoK=|GZQYNAoFGLC*ZI#WF$L@q48|N#0DkVMcYMJlP2f
z8tQy#FfecR_H@q$Q#OpA{z1}WI5Xkb7|Asy61wk3lM%wBo{kBjF4(rO$hr3NvfMlv
zf~hC+G1G~<Dht<%c$g@SG6H=?y`(0V7^iVaO&{iA5IEYk<h<s<aMH(T7_e@evdZ3V
z6PKvLc##k}SZC+BYtuS!+*;p^DMb4tM`Ku31u&Y6fDgTYb+ULvJ~^oq8Q*W|?b^H}
z+w`&oBq_q!f#?N$)(rZxYq4mUl_g8;O=og3{I?ETH$rBh3Nn;A6s|vjc>2K@A_?Aa
zq`><cTrVmp{5b!mdxf$HQvT1n^|TdmcdS7gcOC3(Kamm`sMX}lw>vYKXM@~bXJ;pe
z@Y<VjK|2d`b5eEJ6KQDp37nnx`m$d=bx*cEK`MI*{zKbZGk?gC-4Zmg48XwLE?MC)
zLE&&ztyP&_Q7r#(EDQRX@4l2144ssY9a_p8`S3iKfx!8Q;famfr|hqZX8Vs{ovmrP
zl3NQz-Q8fZ5_3HA$~0u*7aO6)N~C;h>rOAHTTAY#&&(d?S08mt^|JG|_MEfk*Wyfu
zW^@UHI(3=JFMROAmYq9&8oXw$?VQQWyy}fXFh}`yv%c*guSDrl^G?FFhv}5|yA9$Y
z35+bf7b7pmBP-^=y^7cFgohIrz3-#gKsz1WsNCSvL~u3;=Hbh)rHAjxilkuUpO4TD
z;^KJN*9fDGGTxRWKoe57pn?Um3OiG->FYf$6axZVfG<I0a;PLIEqw&gc&gt3`yN`?
zw=y@+s;(Zd@dC&!T;W9skgkKZ5y9v~tCQQL*|pc_4A#RbGt@wyig4rg8Ny@azau5<
zIsn}|YAknPNN#l9BwPGxRF?#=R8oFdC|3MPK+hBw=c_&KxRWp%%<pYapEF2g0}JXN
zSqLo;p_S!rECS_8uTz~5C8AVAtDRGm;wPU=%C-f9bGxKWGT#+{$VOEvqUIC+u-I!_
zZu3gfR_b;Vrtnd+-2JPr3BGW3O_#CZ`ohmOcSFgHQwSv1THm0w>aB$JRgO+Zcf$|Z
zuF)$^5Pi&BTvR8jHYPged0Z>$OVs+R+!5<!!9~<p{+q#`l@fiuFdQ%ASap1Tz9G3i
z#Krd0fqxu@H;JOsKwlq;FoU^)j*v}g_-3rq_{>hmWJwi66y?Gj6#I@lFKyxLX8i#0
zG>aC>?>tZkn6mBgiV&%HEd$tsz_Hw=@RjO8XKHPtJR=MsyABgptiJA;Zabd^W7z;N
z>Y4z`b4*z-Q!KjB+h2EXnBf27+n(wkO>o$#9v?9)?%1qewtlQ{^;lo{@M<U3<*n9H
z-POXgkw38~(v6Q(-wW^1E4E@jSC`W=#;Ewj)`aFY7#CMP8>dqH=}XV2)nS~<%t5hC
z8ZJHhGFZsv1^2^G(#nh2QWvN~{Zsiua{Hql=G`_Kp2hW_4DAn{WUv1dSy;ax^w@$L
z1}R<V6`Qf=>vE>K?b!;UlF4`F+DYs==4&GZgTOHsGl8E(+_8BQIat|5{xUrkXh)9e
zmit&~0@6?ahVy;a<_-%^v@;byx-C?VRW(j$-QnTRJU`>NfnM~wWBcQhycWKcnHcY?
z<i%+0q3X*mH*3?Jz{&fh=8CUgad}e0vX&y^N!qx8+aG)52L2p)Rh2H+V}$;tD}9Jb
zb(j~HHd%T2E?HXdMwAH`B(34zHoR~B$WaAmyg%}Y{5y&Ak7IB#0CanDB)c~|H!%TK
zLH@d3B4kq`TDrRF3k|=aK6c9b_K~~wikPRT@U>6mVh>3%TYV^Rh@lcmJR+@}EX^R~
zGNez_a@kkA=o+o2q~0%oU?xzO3NAUs*z#gjUvO@5|FDtj@bN<V172eM8qSCfH&y8-
zFLoN$h&;c_LtaPKqmwo+D?vKfF49eQvtumEC)(xj-0GrpdhtHjjP$RGa=kHkv9oUu
z8NR_dYdyGu%1IKGdCT76&l4(79YxkA_E|-ZDwd!Ni~&~bhI{mu*L*dfIEKt0dw>*!
zAy!1oBM@lN6{%DC{+k5OtOQPSJODuurRMzKfe}SgES(DGcUyqy?ya-Yw^w}044%Q4
zUaI3y?LVj<f1k8JoAtY@#4`d`CXv7E7?ayP66oG5YB=VoYPFI~9o)&7!vRD&IL}Is
zX0@z@O-S>tGgb{nx_j(x<z);yiLL^&8^SKv&;>-M{0nn?NQSvyRF8Pn8@xB&%=X1n
z2&3g<3w?D`Oi$1KVeqH)EFQ@n8<OG5?3*u}{Q~WA`f`hEQz!-f#MOE=DHTtRGBtMa
z@H|IlbOFHelu;K`wTK{rbMA>&Q$TO8**Rp}Pl!$70${rO@AMA%Jo`CI3luPV1qJc!
z;oksIPJ~MF)y8$lEYyD8R&=D?wPEh-X@ULIP!*Ln$^NwD+q!C_=G=ggKRiA@_1vzA
zo(rF!m|zO2?dE3XPg^Di!WHDXe>CiUl|#8NfiEfAq_NS(s9}rkY-z28BB#1;7j-T8
zM)N-`pYKDr(pq;avw59{RbD9$48@qzg`;-04^gH2TgY<li#B3htLX^Mu1ozYESZ24
zYM1O@=9C0~ZwieEZ`hv+F*&^teE(CL(4G@hCWM}zfiOZ$Zmx^TY|fL^qB%wtLq3+|
z7!O~Fdow;DgQJ#N)UaiG{qu27;$-bzz-#9f^W&O-tC$UxrCW6N+AX@CH|D$N>Z=*B
zVNX{tLC%g*Gw($P#fcA)W-kEF9KT<8YDDW#Z$+ov#{`gkLxWb_GGhP+r*=*ODkpgk
z;XEt`r>CdqBD+)HWoQ2z>h<kWJ*soH2F4#$s9@L3?8uEohJ=WfOpGinL;*U_l#38%
z)}IUhUQ?B3QsH}G*EJ%Gm%H&TFo3Y^J*7YbVN<Y|1qQJPiL;65@g@7UaJ|e}a#8V~
zHHCDl75R;lrJ;qakO&DPD+!7_@7VdH7ynf}e<qm`!b!VPRa-BAm|pPNd*(H{Q(x^D
zJo#0tLv^QX%j;<$WxwH*NSV6d_RO6r<2vCmkipE2N-jJ0XpJ@RTSqa%RDEm%xp&+n
z4Yo8c`;XHrQ+287-jhvH|NIqJWq9^!77vc0;H3F?yvwDyiasHXyVm_fyW|$nfj0_(
zc*wybV|N<^JQABKT>h-!nL0QevZT#Sxhj4CL>l)NwkU2}`MH>5fh+hslPNqP!_^>O
zvlRe9_@!B3a^e%{wVQ@N$(;bMjyM$P!gdJsCw#!aKr<~^zQHDe&{V;7WoC6`c-MK*
zSI#j@G6;Px(SwaeEI?{7OALpWUb4?bam#6aa?4pzMj@&Doo7IvUn^FaLdWo2c;D=e
zNxN$2Ma!MvhmkjQulOGNz77)LBv+89Kh4KN9Y_vgWI=IKL&ZcX8n}!uP2`xIJ}o=Z
zDC0^ltxR~HFYK$VzBpw;LSD?sG4jMUHf~zg(~+CM^sqiSsyC;g{EvgjfF|+2o9zuN
zLJ^k@RPJE*y@B+SK5iZ!LPJdP+_5q^8IKoft$SQ(peeGz+qc$j!f-WE?Nd&m-vnjd
zG~>th&%raVTy<V~Pt?bR)dGYnL)q-r(xKWgK7mZIEPb5?F@E3;K}B*tyT#IJJ57qi
z8os<wl*vEdRVm5IJ*C5Y$)FgITeBfFAdNDXLi&f7ML7aCJ7PhSrGq1Gx5b`kzQD*F
zx;t2aYsxKVIwt1t-}k90JF&L+le~^Cw{J#P%?=ln=%vjtrR!}SOQGURuOtyy42RYG
zhd9Q|c@`~mGf}24i<Z`1Q?p*LuWz$iG0{&+|E<)xX{U$U5tub@v5~)-QIUb?k$bPA
zTXJ<tWR&!Jjn-k@3P8!^LzO7RiqPU+>ZJY(p}JL<nvE`!Q~RV{`+|{<u_<}THKN_@
zC43FcZTQX5&FM3QlM>sCo@RZWNipU94n6LlJNUo76APmk_YRP{01drv#OjaKpMvT6
zpMOS4NfcBegV+Xsqyu5zhYzEievN}M4w(6Cr4gGuI}BW0qkGButF+dho}Q*JG=IC_
z^z~ua2zsMT#CUh$tbS$r`XTxqITJ5~!4>PFh!LZX&B|rlS9bM6Csx9%Tuzh>j1K(P
zxp#7lsB-&!N32^`EA?FjO6%PB755@2o_SU@eP2hpP3}%akxIeEO_`hTD##Ln_i@^R
zGWqf!PkjQPnpn%EpwPVj_bmRrmmcmv^2L3HPg>BQw2v9J+Sd~wwCJb6Lo463Xgj1k
zq2R5<>npW-?~3)h8ioZ{C@upt&+X)n(4u+&><K8JVFV>);jIi~@#9~X?CW(4hA#?Q
zTG36i3U7FMEB-X|ITZ%@C;}iw;se>wq9QdGbBK9<k0!-hsDuCohrHp2^ouofKItRL
zH$p-+HeLtG$k=*a=qrSPs{so7#o(rglx~eR1zasCfB#z`;F?TH$!GiK`EnaL$zkkv
zFS_(Po%OFrufKny$pW%0+s(_EJT(;S^#FrY_LRJ_bwz1-E)|Kw6(3I$IrH^#IZ-fq
zcD(FgU~6oO`%v_d^Qhk@Ga|U%sA{oV(>CGE&e<iiCK<ZP9i5zgrTj8ptT^-8rQbI)
zwlHfSpZ@vkyEy7~fvdgrr_I+t`miu#zOcnFD1B2YW4B?FlO;mu<2iGZtzOrCeyY-o
zJLgEut7o>`HfGahWH+cgBI&IVuXHUtTsh6~!<M-OZ_3_wepTAw&#6`h%ti9WL%g~i
z&US6*?MV)pLB4qeHFi9#?_&H)#TFTmiTw|KqMDTGA1k<ccwhjJ`o{-$L~fhL{mzUo
zsd6^+$z>jgHF?lpy5Zgn(Si;m-g#F#=q^I)MZV}XjGz4dRu#NN`_W==z%GiMzZFhY
z5Gz=p1-k}^;2B@ed?0nf^GxyQ3;lKzVgeoPY9^Ohc^K!cgF#qTb7C(J*wuVV#hzyi
zI1r(7vwS4|m?4I*mWRsi8K;gvm(W0}oIi?bj_WHMA-h^fGHRZJhjVTEJF}zmx_UT=
zId`oj0ThF_4mA6T(76rnNh(WJ3fd+Y)t<4{_7Pj|q)tYrwAwH7X&SumiYezONM)ZT
z9&j){p)brJ{5?KJh)NJY($^jDl4=l?p`3{|l#P2Zi!Zqxz7Kl={R$6%b@EcQCq)GK
zlC}*J+L4*fR)u4J9eoCE>so)=p(Tihf674wsT_y;mA5Fo_;r}cBz`T6g%vEk=!*S7
z%m+{{PT|;c&Ay-S&Dgj!(&%qT$H#vVx+lVGh4wC>X1IYh<W;@n=KBHBg~lluKo+d^
z-RS5`4}XdB9y+j8N45w$mf_V35nn+>XGC=ss_dflxEbHm0slm!!I=$~V@MI%!YULs
zd6z$sqBHrS=f1JId4Vz(i+0x87d4Mt!ioc^du+YayOy7cl*A0)IW)fu3C2{%`55uf
z<Z|8ZQ2+MTnG1<$|7Lu;)SxNBs5$D#+~|Ug;rH(oe163%p$wk3rVlc7_^C%^3{jho
zVv<&MWeXluWDNOeMr`%+mi*nm*_zvxF`TDtHik)hhb8s2_v!`wAge86Wb2!i)9}P-
zME)0C2i02_xeY>+@l}h?^>zuYeC{IY8z0u%-?;GMtFcJbcns#>Wnp#e|92a`xHi?z
zGB$k-JQioLR{rjNJaFyrbPv?|s;a9qlIi&kJb3p#`dwx-0NlQ)<2YzYVG^ak9annT
zG42Ogj$8Mw*Ky?Lf#8(FXXh&lxfNj3ltGHTxON#ED2WL$E_3U801P=Hq1ltG+S=NE
zH##qIcCwjgtky{NAd<IaCDtu;2et|P89cs?u*?}(pvA7QDb+MJH>a!FF(&rzhwq%N
zcSd*&4zwore*0HUe#$|&{MqO2=T3G;9({qVjZU_D0?CQQbd321+xnDR2{P;W7-v-m
zV=ckx`v(L%c;wYyvx-6Mb?gv>IMAH6)>ahE>e(&iq^(a0X3sq_yuOHs^+)I1Zkos!
z;Ty#7(Uy8~zj;JGdnf@fP|1rp!pT-!uD|4s7N+wO1Y*Da?~ajPuTrO`Rf!rgW1^Rr
z^e&l+KXO$@eLI!l`(xsPb1&fZez#FwzSq6jdf5os*)N(^vd*pOe-tgKLh)NMNobk8
zGL*Hm;f@05b`+vWL*N|UM;B-{Zy{KUv<94Sy=)fPvshVP1}<nem%4lBFM(<3|K+Fo
zgGA2Z>#ar!Rdj8UPD9+~r5B<rLC6IdiAdY`?5sAB)7U}N0=*X*wy}upI5!{%kugk2
z*8sH9NE_gW?`bfLZ1+9QNmHL~M2IP)@(Xzz`k7MyNRZY)3@3=t(!AoBW2dVa_g={w
z*s<o5S>27u@xHR-YI$1H?9Vj;u$jc;1*HsZ!2@!o#(|i_B}bZi?KJtP@i;>}t=iA!
z2b!xZ&I2C0ZwUy@O@2|I73N`0HQv@yPhos;?Dc@XVr0FljzV$PnKx@BB6|UyoxtgL
zV%4J(17~9tLW&G~GTX`2T1!n|$94XJ*B39aL~xxOB)LpbFtW~O>0`>E7Yx}BBA&17
zNPG-@_T`0*5IgNJ>t3>@2Ck?;vzoM3TR`XW^je2Cf{=mYZ9huhyEmc#&g1)vE0q@1
z^Fe(Z(uEBq-4ytXW6BedY42)e3fq?M4%6JbHDCo{Y~%y+qa^E&Zy^Yo0h}Gu+zTCZ
zNc9$6>Te?%?EL(RAi9?WB~CZ=P#OrH4Rc<KZ6e+X!?`*9;E#7R*Yd>Mm0P-p7w2sK
zy4YK-tan=+9xpcN*8Wyq%f0b?X0fA9bi2~B_UJ3YBnJ<onm0#qt3c6U4$o4fD~_ed
zkSP~LIR+;tT;}J^FQH8x3fVUI_TmlS+C1CIyvy<qsXs>ez_5${2oO8S!F!hihzy#+
z0)-IxIkG9zsI{em?-+Sf5xr|b<ShK(!Fts6ZisXb95mor1om;r!56eG@EpSIi+7C!
z@CZo%N}jIh^7#quh@d6>8Qf|B(8=4|2fJn|v@Zb=3o#QsVljYu6qvt&`{}G!Ld6FB
zIRhBwdSRi-r}Nx+mMl$Q7Hrb`KFv0V?5(H=r6j}eh8piSC91z@b92IJ;ZMr~sCD>A
z6-t@Hnd|%g8B<MmB_$RN(pKEZZ*;mS^TR|8GSh)JZ&%3Det&vcAgJbgB41ay|M!^r
zX6;Gf2Mm8<G%<wd@%GpJ*}s-Hs1Pdn84&o~tz3;jsGHfu<{H&~7_F>(U!8b+%Amnt
z;J5<%snLrse>aA*pDHo~QWFgS;Iv?{z#W6rmSXPH!m-oPgVSW7+=^M~y@sP26gaHA
zK0;uk@bo@}@-krYAsH?x1d~-(9(vz}2xDO+-j_!EKOU6i6c<NcT`XK3adT1JXN)lu
zuYTz!m=DkUT8hQ;L+^iKtoBS&4Aw{)EP$Cs25_mNcO7Z;ncO*6E~;r+$BE8nW8>BY
zXHb#)nb9nK0)KXO7e2il`LEz_-&oFk(9CJWQL|F>BGDsC__4Y%JQ=VDLip12^N~{7
z;@Lx~{DJGxLwFxN_)E4~gs6>ILKTOJ?J?J*urTxRzr}mxw?>dXZbCJSK>bChTv(Ym
zCNOF)tSJ^HTlkC#m5A(Kgl3VR`mlmuIp?joODem^<uVCX#?Oh3l^pm#He5=qwTVKJ
z{X6DRwetxjto}5m$<+twMlV8*e`Q=X^r>(6S@HeS8uWJ+Fcs`OKG<^7wV{F}Qehv@
z&-vOg+MC}C$fZz1NkEr^vQ^<KK@3ATw+h;diVDv$7ZAbtVGP(6MRnrwZ0~?3H0z;*
z3pEg+;%Di{a#n>!Ri<sfmNi)%n_O7~V;+hI&xF20ArQ<XphbW)@PZOi44_W2>o6^-
z-0F+#8JMY>T)jor|F5LYk8;G6>nTqJMW}K}a)-Vi+&yqkJfj@w>-$twGf`vohD*9C
zV`o4i!KU#aI(&6@q`L+Jp9^X6GMijbU(sK|vWTMb`_j^UcWu^;*kh`vt5>1nU0!MB
zfyhI8`7q5QT3ULnppoSn`eH(^L#~gRI6TYt8n)9#wcEsBn$m=2UOW^I$QWCyekJDf
z)#_|>rus@->jleO!A}^$F%=8D2h*q#i`~nk?wo960^Gi@{a93hZSrV~nyp`CCgUeQ
zz-?jP(tf}c9-KkgQGxUMCN03Z;YQg9x5BC~<<->Y<@^zA)9Z&a&-QR=;xE#k(sXUn
zw=n?b3=rNxi}(xdO{Dug=wcc?g5mBWAI%N^xiX+z&($BLoQS~IR56vbzJ7QrTw@k|
zsDVOeF!VMMNhFPs`ha%)MCKhOUP}wQc1p?i_?y|RnV0=NAru&RtghpaS(5*3ZWNKK
z&9(1xt=PV@t+&Kv;azau(1{$qj0Ph3b@am0qiR)e$3hcM!lqQTe#_^!0tBgwgXT|)
z#2@7;-}8MQ5R@4b#mH>HQjl+FI!Y>$OyQyPc+PuHeEW}@V|0s#mPc9Tq5iLpE+Z#e
zf!Q}lx1H<?gqMbX1d3FWvMIL^R32C15poRSvY)I6e0ag4_kHKO_5Q)(74*^-HyvwU
z0^cQynboDt)ADk6!;=HjQ1Fh3w>-xo2wpyh+Fb}b0gN~YvOoy<1(*m(n)CYa6{;(w
z%}n?EegMg9YG{>#Wdzy)kPcj^Iu-=_b$7z{?-Mr%K5~QNzlT6V$D7K3OE0bKV17+y
zj2`Z~b=J@y0nxkn0D7PM&e*)YeBjsfw0xOO6@EKxyp$}822;@zOl;rK;;;XYulEk;
zvj5-5BNbXi%BZZ2jH0p$**ipJBs6R)A!JoXWP}PWqa;}gnaRv9*|I|AmKieYdp>)A
zj^p>=?|mHi`?!yCzg(~DdR~ulKF-H^vb<fH@E&TU*ndOTO09q;rd|ow96ILQJ&zAv
z-pJJxNqzZU)VIL*&xM!Pz1v-RxA&()>P(QZ>6;SWmYl$<wen(@D+_}^M2G&9x-`(^
z|J`Q4u)zSkvv%uqjG#8iWzF$XKW+<Xe#|3brmYmfl%%5V93S(>w1wpa#zUEzna}ed
z#SgFq8-IJv;!-H%ECR&};_-=<y^C5Cn(zA`3+?j9&KP6`>sht7-4O4c`cKdJSm{XV
zT^a5*v%<UWzstNAP!o|`2Ge8+78gQ^mSk^ls}dv{J9~Sd7Nj4U**Y$4sbN#P5v9%&
zlv-3u8%OdR20CLHw?4b2Xf({k#B>v~(@q7+pT4h(y-KXs&g$I$f(3qN9^*+@VPu_x
zoD3Pze^TY&Qj$vpu?OiT(x$xfc+!@AIa;7Spy%q)t&P=BK2s%s-ragpvDN-~>&42}
zi-Bz~WH&_Tv#e*yr^wfk{uT&Tp7-<0#yjlq(fBo3fgt<N>1RzxCyg-g*b7mXzkhfW
zWz8kDWeWxOwq%bQKlF*Bt{kssE#0S*?<b{nOHM2(xSJ*@MM?k9t<uK&5O$7!d4tsZ
zH)%J^I&Mqcw(DF>SToP2Y0p_z%ppFdop;N=u<z-ot2?}}eZ>wECuczM&$kW6^ByI;
zFOJenQky}41MA4XmQ#DTo!9*cAxx?b%zSV5&L?bDP`Js_=~eP(YktlA=PcjYEZ<)l
z<FaGj59_V($kyN=F|p&fvYQ4vqyO(7j-6a7E0ZgCa*E9>L<-!xqW}`!aisYC)-HAV
z1^bZ;CyI|gH)lEWEtvbEM0DFz)i8HGY1XMyKY5xB^UMw}@A=HMd!Jx*Efl;bl+?w>
z^K!w$VH<<Fx$)4?^x-bvzg12mL+%fgc!d2lw6B}wjF%svP{>lTZao{knafLEw5=hU
zCSga2>9ZNbed&{FS+BzW^ay+DUi~<Kksp<yDVJW!vs(t6w99f$0%+$s4h*OL2+^T^
zTKrkZC!P70c?$HcAV)ov>#2B0T|I=H8KP}G^6MFMbX#0|wCUj6;$quk*QNi|rS|WK
zO^QM8bD{4|^pVzehA;G94Hs=y05%xF-rC!n5!}lR2~60Av|7LGq03F`+@f=7-_X&Q
z$M5uGP;uG%>ipUKgls9VoTT5~W8bRJPSu<fx4N{DWWb|EXL#9N7)sP1Vg#R_;0n6&
zID-1P^nNBsMZvV|j_1EvPpG|h+jt<HrQp+zqPELvAInuM4p<yhyROX}@ug*hnckyx
z?Qtf0Dr(x3Q8En`CHX2x?6zj+8@-5FIAM9Nre^|>^NpKs0>aONVaX>Xbf3I%#BtMV
z-StBqrcwH|X7CV&rnN7#eTv8N==CkipwSA_GGE)E6fw-RGjv>xDu7)r_b1PJS5T-}
zxSario=S?d@)5WcqVw`p_SQnrzs^rLC%msbf2&1!{gLb&wfCJHZ?Yd5;&`6S)vBW{
zA0HhgCdX3y`a5@4qUw)bOv@HRp`1Uz`2KgL>7L)m&V`S6Efp-U@OH#~X$jk%K}8ko
z_ifVSF=d}i|J9gNzE`$%$nDC1*4WOtXmI7_oe%HV?moJx_o9QgkZmtVf}Ct1spJm&
z&di1X98|ab3v;0CQ-Z$Vw@X+kN2cy5L~5YFIy1e?O@}AylB^lOthjRDP5Dr!QMX+M
z{@uaQ(kfIIXIgd%d8H6A%5dmiz{w+zVh#-pz5P!p^R@=EY4WzM%I9w@?urkR6Q(e?
zVSM1iHTG%rwfB;ETG^7d;qp8C$4<q8P8m0LZ<_ZmS+8oq8d1Z<)-)Mxr0b!tx4G-u
z%h!`x3*S=K{Wv6h;?fTFKObzBw8K<W4Xj@{Jo8lD@Of&_=*VBk;bdc0S>}lK55ny7
zP0zJFc!ycJ%*ze#`KC~>+6_#bLD*@;ynkST@_b&mO@bC>sNZcSeg_8Sw$6A1I~!gn
z{nvb*NCiQEzAD1XZf$MN0U9Krw*CGXusA#Oczo*)VS1|AjhS+k=E3wn7Z~lrBi@9r
zud?u5|0HkhDb1Z}+d~hxtKNAgtzh|wgDRF*^%A~_7~9s&!nfLnf~RX{rGGwNS!<Cw
z=u#}(;IMHkN4-k)s|V_R!-fIRlpc53yUceViY;g}=unyK5Y>tOud1(W&a)<gmdzbm
zxE5ZZB%zrUx(v0}Yz@Q#gbXl-d@R32glm-YGiRPv92FM_zmB89W=CW}VSTq4e-)J1
zK?vX3;>d@A$?D#?BfGcwnkViJhM6clZvZ8_{b=Xcc_gO|LNlgF_q=2hhNu2^_;`;?
z56m3hX^@`({MWm00bDe+VLW^?8-3Im-=5)mOULzgklOIaJBHZzJ*uaxDPGs8T|N<*
zS7s(A5D_8v-(+T&v}w-O*H-q9HD9_n%6IlAv^cyp3cPwc!1VE}j3`XzjQ%X}Y~iQ>
zX07PGkEggkH2r04$J*!lyKg>Tda*%s?*2ic7l)td#wTDR1IBGN!9-jwk7Mn^ig?c?
zh&wAvW$Io&CU%|1%+YZ&ySdabA;4U?Gx&kwGJ|ATuTl?8jNeIL6&Mzy`r=gahntU&
zI?Q&Jbzje<JMd<p%E|CbLu~=|cwKvYR-PCdh)t}#th`|t8-c!OV^Y+&*7Ts~1|cC4
zwr#JaCG~$9rwMk+4<|-VT{~ePNY~B+B6Vfkr&0Rc1txsq!p8NqZ7&QT-t|5)AAB);
zuj5&^o3V2uDco(d6P<<s<us`OQDh1}GvNxZy@H7e^RLso9}Rjm7Sov=9M4CjOMOyQ
z2?A9?xO~;k!gDlM<R}N5Fqo2{khFGnN&Kw*o~4q^Amjr07RniL7@M7wtDR_r_4SsG
z?+e3a*#ISsy4AmR`;f}#^hL4l{IwOF_Y3)^Cf>|ZNrk8`6Ag47o)R05%ntgZ8MrB-
zUivXHk)Dw;*Wda1^9i4~H<#Z^^+=a~dHn45UDH%9HCC0#W;H{X9SSur0hfoUF3K)?
zIZCkn8q62+iDXH#&^+6CM1%EqSEKoOzB=|#-uS*uGkTdOCP@C@NU&e1Yq?l{ou>BA
zxSmfBWxTSo?T#Xt9coO97|Lb7z+l~0rNo(d^a%uEc*LS#T&2x<^9y(6!$<q4-+PQJ
zpIraj8^a!;T89E<sd86Y#oyJIziKSkb=B3Mq@|rRt8N<D^O{$G5T2Q!kd_aY>B9u0
z?Lta^{?2JbhZ*C-1|Ta7WglD}8>F4pMn79n!ypoV*PU}bp`8Dmu#Il3j7VBak#|T<
zEwXw*!+kgot{B$V$(FTSXlIXnxh%m}w%rpOj({}-l`_B;`SHRILVp*hF0fu!nE31!
zV90SH$?Ni2x}hq1Rh9$oiG%CrK05PoxHShm=9!pFBsnQozTSN~s>@5-rI_v1wceZu
zJu<_#cJF)oZ&$b9?3H9swMbQ&r@g0fgKlqtlZMQ4waM;ihBls>r`uTHo=fEmmFO+b
zHWojdb+N+zEyc=ruRfo1iSpHtwsE|D!dZ&dq%op81u5!polT4HIgnvvcy&K^cS{N@
zes#8*6Q!pdzbu9BzzRa?yL?`Cep;YSEC<Xdk)%`qmfma&1iCG<;!_vLb{2$8dxfiv
zM7G6)N<?EmvX>^8p#Ys52I%9RBKfA72h){c&;<;4F7=>K{o=JG(_0EV13FSw$G36b
z-hEb$hkCtN08OP|P3D^SK)0WyDx<OnU&Yw&ZmFkyp<QgH^QU`7erYAYcMFocwAm;o
zB;cy={BMR0y5`rX<c=up3KBkWbMW=W-O&bZD%JXP%X3O!ytWP*Z|$Gg!_mr2>au6a
zF}|kMh}+QS##2A0^<4ki=jg=y^>8X{MCYyve{;xp-;Illc&pT^1b=(b+n~Pb)_9gX
zHrtcg**_y4^0M4Er&fAV(}{>g0hKB5xGsC;2cup711u7jhfA8lWdcwVJ1?(l+;9TK
z9icN*>$5hY7(hVkABrs_;eyq0gsz_&@#^d+ULqGRtfMk=*`Pr6$hh!kAUpML>UU>Z
zr4qkg?mpBj^{v3m>D=i}K5=4=Z*=;e^2YwXd_`*6<*<=z%l*I?dbe&q(bcGld=SDR
zM{lmh_8>c$gIC(eK_+6EX`NC5>v_#vs#PyobCO=wTJ-x}kTx(^%A_n%i?q;HF=86{
z-F$VaqoC}{m!K^mO*=bhz3fy*hu!tYkrinx`R4|ne0=MJM0N)r$WgJeN1t|Pe6}n9
zlcdeV0R7lp#yb!9wv3B#p8eL6bQk9V4LHJ$Z+IHtuscP{4)LkCtR7Nqe&6_w_urP4
z?P1?&Eh_%0!yux&N1;43(AQqtr$dabxkY-3_W8!0{6-T2^oDi^GVJda|D+9l)+oPg
zPngEBlI?H5xm!6qA8-9}XrEljT71^<b4SJ3kA9D3F4!Dn*|PDR@Tm%rU41O8XRXS`
z11U0%1SV*AftWyGGmtr;7a2;gtK>#6c5sBl1;&j)ce=Hdjzi7q+xPELjwadARWzYx
z^{7mRA;DCyG>lqn+GVfFM5PvDPP^=Lr>5ezx-)f^;xVtAkM^9~<#_LVwbs71`Lk)e
z!d~2wYol6oDa>VZj?rtIpry5&=THeqj-d(Hc}GXDs^`JB9H~YX8yfdf*3jr~-j4?d
z>DsUUQMPXzt?cNyoteJZ-axkFrm2IFcJQmitVN&g*kZ2$!WwI|tbol|vci+jHco0v
z(BC0c{K2Si-B@!{170WCbI8t(+IrM!ca_{$CRPB@M1^}tom*y|CYIs6N-daJ18ylc
z|B@(8%3TvG!Lfd6QQDJb{ct<#VE7UPGsM>hRJJDevqIDulasnZSu3Zu8~6Vl=Iqb}
zTjS)~d<YMlw}nI(*O~PPW+t}mt{kC`P~Ts5Prj9z{?m_xY&@GIv{G^}@Xjbm9SQI=
zV04w<gRKQw&W=;J@^iMGwvRc_aMVvD+|;k|-fp8;X8+n3;6b(DwURWk3yw>M|J$|7
zn%z*(jDwyT*k1BxW_{WEJ);L4EL6CN5iZPOa3oikf3s|L`%r?_-iLclUTp}dy%fWF
zx3|4Lh5K&e9i(@N4qmjgo1M7Ta^}z((fjLkDaH%$Nl5jab_vm0{$9;FZ++s|$EhE+
z#+TYo@2u)w)z`CbWv1D#!`)7&nJxTa_^md#h5H8eO9%JGnlHER2C-D+wBWaGqXxb%
z#}*diT6*6<Z-0K0Qk{kdxA6f1>^<kk!e<<A-$n?4=sHB&ebYxIOhMQt9*1>NT)VdF
zelW+=F&u=MD9AIIX??n56v6h-xoNM#jRzrBlkN>tHa~v#t%m20xl>RnocVB<AByNP
zv9Y5Cu3P`v<$+O*38cSD#*--12kF0F-UxBhEj}-wEJnw|sCkd$A>HvU910>q->lK~
zw%k8u*Rx>#eeaht+4%RNMHx|ln!T2#S-&}FRomIEk9`oDtG`1@n)fXxwK~Kw2R<Li
zqLjyNuucv>1t?;eET}m)ZzzK3tuV{OEsTi%X8sf3zdtD{0hG?x&GXj-ul>94mp_QL
z_xJWr2+RwsrcC!i+5=)-5FDz`8X@P4wE_~O(8nBqk@4z5<j843CfowaD?jc|89|~5
zYBp8)d)Ka{;Nab_RVo7*sE<~8Q3>+hJmWJj$qIL^dmItXKQA%ZB)V@NYu>mlJt1<n
z<5Q<aSZ3Bpqw@wsyQB0&R)VK;5{VZZcCi1sBTU_qV|kW$sLVrrpuxOPnCan`BUW>6
zA|!UP$$3k#S4IuesMl0i*Bb?uPB?1R&0m7&5coU1VqzWSs!c+BZ!;g}6A)niBmxgy
z$bv@tB?(HZW48wkn6j;18?_I;JIkl=itgp&=_1iz*p?qprV-D*(Bo+Bd+^Ck50)Qy
zKK6Tj7>T{o-Zo$n*5Btd#$0)ymX2P~JUbK{Vo?|yO(oJ!ep$0|+Yj6uYWQs1ZaHk8
z_JV95FVtlMH*JqjN}9|Q*Spcw@S949Q5kc}n|z_U+f}{bQxfO6dGB=at;AwJHF{AY
z0Rd~cd*#x5cZc@ElIP~yDlif(#EvrL3^P<GN}UW%@66k-OlKH$v9e8CR#7aWnu<Y%
z+UkP&`I18vQU|WxlXKiy+i>UOIcD?y8xxYZ#}tKFTsq8iiOYQLO7PRL+{wS21N=-g
zISzcR>l>X|`WRnUCA-*n_+?jN-(t)Sh~L4(3;GZS&vasY62nB{YPF3`qT*fPCX<}A
z8{pqY0S?g39fi@+J4{cXHYxSW7tBh^gBLSg=kSiCij9__1Z@zzuk<1^-MH^-fJ3z-
z_rqTEfs(N6j?25G@*mQ1+-5&dox>fY!o(3|MR)v!WJ`*S<)Egry)Ccn{S%NS%1mZ^
z)^Jlr_A-T@^9K5uqKg%o^u?bH4xOSi#N;#k%n%zfD}s1Ub7$E?{t4&jXj?8EVbS7=
zad@u*udye%W$aaOiOz#D!@|%0hUO$`%wMqQFZ~#gK;FNhp#e^Sxn95Q)OT!AIgTO@
zFioz&=veinyS3<jn~5UzouVhJ9Cu?eEfDs`4r0C8FElqF@aH?pw%I&G_Im4yKia)7
zq)cW<i-LxWF02S<?miv^ZMuxoTCOv3JX&jeIW85-te|syP^ZQf7T;_=`XRQ@<^5I!
z885R%I+_5#whQwsOd(My(G)LUO#d&BrxafSv;v4fa2z<G@h0Z;1^5dC;5INZQAhB6
zE|9mx3Kvn-Yt4yKomRhgx!FyKGV0&ZYWVP>E88k?pjLKYE@J`AA|H27z!#0B<4Zc3
zm({C2;s~~0N&9HptzZ~RpJ{Y!knXv|2UW)YdyU!>{SO1G4#eL4_D#)5@RTB!E(n_e
zt1EL2=enLh=R>@-W!?5a?c5WmPd8v1k|H+#6jj3sBcqzoodU4+u?6t~vU*wz_BVH7
z)x4$0%}2JoyPHkgz473l(%L|1tR(6@voz%lkHf!`A<i}7RNDLCiya~h+>hjZx>y6T
zCLGq?c5A(~snybxEwK0d6c*y-_5Epie^pbQz(sYTTeRQAI&pvA|48j7p&EchnBb}G
zGh3z{h;W*oi3$J2#t^8%u*rJeWj=hau0usa+!NM}5AgmG&vwWxa`rM#g<<X};r`!l
z1UB+9K-J5y%<tV^G8yvKdlK4Qbw=K}IJnEVwzYADWvW|%E;~r09Ty+JeWEDd+?{!y
z&pcgy>&53zZ9Xb>Z@;A`_+HswdU?df^M@dht~SS2lWo+{&OMlY`MW;0Kx@XEZj+@p
zJX~@w&nLt$EqP${hSkH|?kP91<F?9nM_AzVi&Z!g%z%+N6K>z$VzT*NH!1@+INV!a
zy)?y=P%h<lXJ=lw7IqcmE#=+@Z2E)w5F9X@L10Z4vsFu>y^l*I{)8SLg_gCYbh$eV
z0Dzw`Gn08a-h5AFeWr?L)+a6}r#9_<duM*6hWUnvSX>p?DR|a=*2{FGv9M(e>RFT5
z7w9+d5}wy~`*PV`GV~TZbs3`C>+LdPFbOa?d2+v|Yq8$ja?{LnaA5+0z!lerstU8p
zC;xS3fD(!AJix+-AQTQ~z!v%}dAdTh(QrjQIPt3omWG(u*<RCDJK0#2lA`3^t7RkL
zgx|-u;JyyI%E*XmwD!OSgHCI=D?>ZXsRJrrH-3L<?s_zgNoba)`$m~LR7b6@-PXs1
zuc9qkm83HpaY;{gZS7G|1;GugKk(bOaHR`w4W|m6_P`VFzpk7>?0`Z!($=%=^y$-*
zZeI!6@a5@(p8=KZ=lxmLM-2IAI*RWK=<mEFEGS6U;C=TkD%KhGF&(tf!ZU%%+$sLX
zzf*00Yx7!GcZJ1!C^=wIN<fAxdtQ}f2uyPKuGt`fz(B&}8Rs?Dpt!iWT-b`GH&LjR
z5gq<R2%?rkA8Kk;P~{0Em<E7OfZ5DuFZ<&h#{L<2RozDn)3Gf{j^EgWy{LsA(qAdv
zeGv7B=k&WxYjQttL}nJkSsQd+Nt|8mmY08<n<|;pfdyH!$Q@QTHo=KC8?-7YTF|oE
z3OEh&Kf#pf5$1|IT3U_OmWTXrr_QQ5I0#~eYy>w8gY^V(=nzO%%*+zGpTdUnIPh&O
zmLTL<wx4FDEuu;6cY1~b0h?^~iWgc`&!6W#5UUY4N9nQSYsz!2;mcBzUh{lde_xm=
z+;#j7zj^>WkuStWugN)qM4r{~iVZ37S&^ql^}STZtWF{k4XTNEYIDjN84WwQ!IG-?
zq_Md&c5!cQ-**lRM|b1nS9-X$xuH3U5{YPRz#J2XGI(MUxR7u!pAP~q057n|p}s7B
z0D3M6mSRU~S|D|L7+7QO&cQEVEGqui<8<!FOK0M^ejW2QCqM4tjZ0#h4LhgaCVaMw
zO*#L`1$H`LQLY>j7uWo_(YnN5`Nw4`7`4@dHE_YffeeGuF7JRrIX1wdjX6E-a^yjd
z&r5WH|ASdR;nrfi9Q_E^{IYH8qpfy|?cN5*U|2#u(|vUA^NW+dd#<K<oSv@pyi{aZ
z&kgx6L9;?V_g-<EgHGkkpR-owUbS6dyEHTwqV#X83c)LiyG+guGSXy>m6B3bpj=_8
zWkYWRj1o4QFkHLWbPli#e((vjl8gHZSpe4tXz0;k`sW{)c=iD7FEX27T>RAEuMOB4
za#>|%0f;}a{Uo}}GzqU$m<o~Hqaq{O6Y?A9+B!RLRiBN@zuNuz^Zt5I!2<`P&DD0;
z2s`1O8?Fjr@Lkk9Yi-RhD9Gk68pcRy4ejmR_O9!7#~_usA7+WZd7mGBUJDEi^cmWH
zf-%Q5Q|<|dM9C#3Z17;dRwk}~5!s|n@9{H%AbK>TkmJAwx3*rowqA!(pC%DVBcKyZ
zK(&`nSrgMpY~_hu8)dk`7mE0|ys)|)1J?ask3ov^JJ&?M{*IR-hT&k4upRSFgw^b_
zqgj%UDrRihu1`r#{q5Kn6$zZ?;>GXT6V4hpVBIijqNSnnVEUtx{y)Rkz;}M{&P?C1
zQYP%0;eSiYP^AKwLfy$p7`9{pia;&!-cvh3$s5XvLxks0SH^OiFBD^X5uD(3ZOMbB
zrKQA~i`Q8)Ne3RMoSH4#778EpAmxuUngc3F`JFxc_JOAxHc-1qn6R6bl}{KO^XBvK
z!d4<b*wXs?`l3%p>T>oauu}twgPj1>ZWpw_;y9sAyeyUUwQ{Wbkvh+>U%yaKZO<rq
z*pB#y=^0c2qI>SnA%1X%ocCN^avhir?2F7Vq#)YDj~-1ey21q+F5K_orsnhCQ1pWb
z8rs_7DfgY;!%+^F^zx{7GBcAWVy=pO<#X^4K1S6HEoyuYWG4>xz7bnbDh$}J<Ze|D
zQ0+_kc0E2mp0`)dKX+FFp_D*?sdo}DJe~mTLy^+fq<*TYX=xE-Y9vg2K{BgG-9cPR
z*|yad?mbQaX2zCt11Wp=%4&FfmvA$`=Bh^WYHelj9i^H6j{zcNceVPkU^%hqdMoh1
zYDdIZ0FhRm_t_3oDMb2Q_?VDyY+%5Z&;OoNNGKf9-*xTufl4tEt-BR)Uj2lVt3Lex
z0{+J?D5%x3fq@v=Z{9q2O<M<~KooyFU0H?DiJr_b0wrdAF{gBxXFS^yOI+xl14U=Q
z!mb-{X5`JAH(hCT@xeK_3o1+m<NRn<L!Z`t|MblEQPh9^W<Q-t-Ht6>s6hMfyCzX*
z(YKClh2l?F<(v@0j50nK%vnYR-GapUPUS0C^4rt4gkg3KHe?OkL&Kn^W4GfgHkeB6
zkdgg>An~unzB@PEPsx6xa1x0M{^1SoLZWA?v_r3mhpQaN4))9AF@xz;P*|T_oI7la
zhfX#Vva?+bV^TRC{@BV;y?Xg_OH4iEp&_+tv-5a#xk)AOV(R%rpK|{a9xeH@k%H5S
zcy2lsTpF&TDZeAMctw1=>$y?JMF)qwJ$J2!GFf{D296C+QiNu!zduFw3fdU3IYm9P
zmku9!M8^>lr?Rr<b_T-1;@sb-J{r4OItQ+!2LhD9_@o}S4Cc4CrD;dA6)rr6`H%_B
zZqX#X|B~^HI^p$g6(ATf&IW~vF`~`H)Ho=J%0yge!}pF}oCT~mqJXQIvfdu=M<?zF
zi-Lg6(*?^ueYj<$N}Sq>jEC7DD_t*T3E4iksoz14kg;*+hDRCH2{OAwDqy3H_C)^N
zxwMz!@{ht{8Vwn8)KBT!MHuwUB3!CJc;?iddjn^;Udo2`(6BpP6SASY{cn?F0hus8
zD{FD3kV_%sbM*cD_4P5lwn_b-VnAj{DFz-X<jrq-M{qjKo|Pbu!(irM=&Km_SwL6`
zT5T%HCl)$Qu@?oi*J$d-Tl;+LV0AjU=&Gt%5!{RX0%^_h7+txUl`f1Y@CvsL3`{NN
zs48M!k0_FB$t6STJyeQhiC*W~rPe7%s~Fy0#0gr`cU8i@*nC#yIaf7QfKQ%OHZqEP
zImx6Ph0(masANJy0<LCov*l92K<!={5VQwpz7R2t@;e#u1G;l(JN1+!x=D)hQksAY
z6pA3Gu}Qd87|&|ai+LWtTj9BxQ(Rme^8z=MTbVbX!r2cGwA;OR;bU8yfA3^m%7zwV
zzVb0ubHB+1D-FedCn%-LqVkDL`I0Ptg#T)rnx-ZsH9lAbx2T}q!UrKe!Vw)53`P1k
z>joYCr2(NLOArW4j(NlZcl~*0=GNe|&G<tA3(C<OpFsIP+DB~%rB)xXq!7MPa*0#c
zwV?KRU8!fzH*G@GA>lcj@-j?r`wf+3E39UNj*I|WIXl|0(`xg&63Wh=9u0^WqU*?Y
zwm!_rtNV~!QqpAMO|h9U3oGk>8g*0H*g)q|xvz#bT;)BKbQ)0ka5GDzY-5*s3IX4z
zpY7JC+11NqKQ6m>k_2clyIm-K_=klIHaw*B_4F+IkBjX*VvVw<rlvf1IqHVw&WZgr
zNluso;#}h;UzJ->qv3O1|GlHX!k{+i)hnF^hF9#=<Q(B|U9&2VMR{~~fhL8v`6vn;
zXkkB!v3bhA54c2O;XTwlWSI5fsQv24?M@|<p0nHlWsnVUnECKhArYxXPY*Xm-@TL@
z9`DCc0Eh(p@CvxJf!c`BP(mfb*rxoBtUfw%nyp(?b943W3~p9;*K;BI#R?cxW?x(U
zIp@Tn7r8CILD|ZR1Mv?}hK`A8tn=ox5oLRO0kYfkNRGVk8kUy(u+oX&y5!@4I7*H-
zk&wpWJzf!V8kI+<*`=*0LL&xhnW+5X=Hf@ah;xR)1AKuZuUy$Faos2d&kL<DEVF0l
z=3wY`w^ieYKjAJ;_S^u43sNnC9qE+ngC*Tb=o7XFe>{UPiYkMSk@4$d&fMG_su?6U
z?4h;MxeRY~f&FndNXzPSN6;q&a_Hub^Q--IJ3O2;0Qw1T7Q%5qv-H!6D<4WI8z@gw
zd@6PlCCc(Jtw0?FJ?!n0Z5u;L;;_b?*D{<+=Ai-XCT+qE#GU%;Kn-L$)GJM?-$yJ@
zOifLphC98|h5Ls?vdq*v+KfRf#$w5tnc8*+%~t3(O7aiK|F3@o^=<pTZPYR0q;v)D
z0N@E7DurGCa!E^UafL~ykxrt-J6m*-?-n_BVbVxC{HiM4Uzk0Bnq3Qni0`<+n)0FW
zcN_!}2_~H3(YGIADu@XzVnOtbD)yy<v#vi#+;LbXPeJ;B9AYFqsDodZPyAaS06z!R
zZG`2GS|lneO5|k<Wf5&6-YaSM+xPC>^Lu^`YVX+TN_qB7GrBRybM73D3rxa85JZG1
z_?^}fxvr_Ql~>#h?j9ZzD#;>e6m7l;W&_wt*QTg3^2GD0>ST9CwGQnT?Z{YK3*gk!
zSASx>77Lmw)UCyzb~c<C#218@+ZnWq`U#?fgy;hh2JdC`%z*ETBWYdy>Z0d&WDmzB
zB!n4djKUN&#%8s#Q47-Aw&g<WWUNYIPxXOQMsn}|{MV*Juobt3_d8&}d#DMk!xGjZ
z+CY5}{uD6?TyPyxEq!OALwP>mlyphZ0)|?F=DAumoJV#cA?@g2uOcG0K`5dU0(?V@
zIkk!vp$Vp$W016o5j=7~G7^3`tnLRz)1!`ixXIWn(+0?+>YnJ#g4X!~i#~~wUmavR
z3~?g#CDs=4(SZ>5twSRU>$T0nF5Dh}m_WgTIkJZ6A1o|g1=W<hdntMUnd+@FPwFAq
zVHqtZ5x{=PXZbR4)Ac+>$gD|7cIuTe3@521@%oY{78{%D;W`3owKT-zB<ZW91#xov
zS!h%lY5MP$Vmlo$?%YJ7HGyxjWUK!1@6cSN&13r3VKKCtqK6OvhCq^V{SvS+ibx+W
zgM;YI&b*^6zs1Y@_H8*kHQwoLto@*02kkc*NIbh@jhh0aGGZmsK}XGrs1S*<5Qj++
zYIJcnN#`#mel)5J=qtLq>WED^b2+XK$jU5;OedpfY8B<fP|12voE{j4okAe@NQU77
zgjgoM{CUulz3or_;cFUgd2<vNPM`$kK}ZIXmJFmYKBbr|hziBp0)j$yj&&{6InTh@
zgu$Yqb%1hLFv^gZ`TKczpxn(_zm!$Fz(NR6`!8l5Hlj4`t6+E_gER?gt|*&T+zSV>
z)AC2DwKX+~Gc4>fX!fXv`Z@%#(_w8Dng&q7fy>NYSo5HdNeS*V!2$rGUXvmMlM7=r
z*A0ldzV^w(y8aniS=$R;Qa;<IzIkJmn|lUrf%t%TjPv!C-ss!Mj3_Pouxw4#?zrc^
zU}N_F{rm7h-q85<`&M1CBS*AO#jj6i4W|vLKx8Ufoo&F#aRk(5(s*}tbol+2)@J01
z3Bf@oa)*ef#LFF90g>DcE&C|Xi{7UcmfrCg3@XT(;P-Gd|0PzTJUl#SJ~$?6SA?-v
z!1B&f%&8A#jcA)y%qSbrU6Qw*0ECNXbO*W;MHEUXzwNA8gEdl7Pz8eUk_dnRO!Y3%
z9?_%5eNI~lfdV)noGyq0LWUY6w2myx7R0#yS?Ll{l;;b238xp|jhlxjqSuv|C9k^?
z6*1I*<7~tT+rIDm-!+Q-0!Q`$3H7oXVau|_ET2hx@2P78c$a~l0*yaa?pw;;@2aYa
z6b;`9#PbMEvADz_M?R>c0dWAD_*<+xEiG+%vNz}b&>#`8fKmWTcK6EKyi<Z$%F;i5
zI;?k+2k#5iN=>{D;aSLDTL2sa#H#Hc@5zGRrZS%u?-kDV7o!(KR{>@1XZ|}q^d9>h
zp`=(^t_k1de|WQH(58Lfk$?Y8{f!e88tAp;*LxA?0U&@IVHAfsLb6!zCl(P8xxuom
zsHo_rS<#MXpXz}?)U~uc!?VEtM!GiJVfW%BaL)-Y4wViK;3DvcnYpoVl+WSNpS^t{
z47?~IMmX>OL4>^p)CU68Lie{4YIzd^JacyC#+bTGdEE}=H6$B2C9@jp4j1g~hH*U1
zT&s6d7)Y|pd?6z=Y8o2mUrKb;mF{wQS@B*T5fejgrhwxDtb^o9W@gD(3?oXOWYG~N
z$tOtO;d)>dkG~|?vWv@fVfe`Qn)iVjuU?IPt&hRo-`KY@P~f}|EgS@hjH73yrKHH7
z1nRae&#4mg?jIT6IE|ew7l3<+CxZ1$Px*4MEjj@Q*dHEyXCoHOkV|nSxV{)L)K$8R
zfi4mk$26dws!xxm*V|hLs94~;Lp(XG2VL`eC(*xt>gZ4bJ_BY2cu9DXLCV-(NVDcp
z!|4LARtS1Of+mETzQT1uH2wPUtJrC5#?fv14XcW*SWwikuz1Kla%WeJMjs($=<3GL
zvl2K8)y!z9z^llYPb)5b|MBB&%R^Z~^S5{5;bm2NPL!s%8<vhpI~cOS4lW$H5RwRL
z08}Fbj@$v_EUtJ62mr19{gcHef=mch!6>6J!@)aO{&MJdOdEA#w*wE12cem%*|F&G
z8Y0>F?ue^Vf@=e3b6}|242AM$7&Y;RY#ph_XxwiK<S2aTG{iwP&%MXsq;29C+}JEd
zSyeRAC#c@pYm2fc=*A86>7p2uuA7x;)LA~e<0gIj6j*PA9RRRuwe<8Nr_wqne2z_A
zmI7QHz&_|!L}<2!h$PTA2QLQpPADv##1fho^QzCna1!@508<4Tdth&0O(OoB;ieon
zKNgOZchBzcdbByufGAycRC`C(_sKuVT<h(U-1vBs3X|k~9^g9~=<9QuT<yo5f<zxy
z=_ZvoC`Q0i6D*@T)TPbR{uXvPi+F9(yWDFUyA)KvlGk*ucu?fE>7-<U#5B|1y>j16
za-$Bh`9tpW_^oX~+fNm_*~;4r298VhAnc$l12m_+gEdiy7vXNuxO{mhHt>tN#cuP)
z==4<><Z}xO-p0=5Nl{kPB*HHe{FLbKL#8DRC>c4VrB@O|PSU@L0@)k(4h6lx!H6$H
zAZq)5nd0wcm!+B7pwbC4sD(`iMm#_K<}U~c2w<>oi=+~5&Op{dj;(aJU~;kbc~IdT
z{V7Z5oAnsVbA9oi(^eNh*^($31E?C<#{N93*Fd48_iLh1gZaC&-c}9eE)~GyFgdd<
ztY=L#+`V_amuGPDIqsQ`ySuwQEtI>Gkzs&<sJUz7{9)O4U>clB9a^hE^#e{&1{=k$
z$yZ2v#W&u3{Ft2thl_t-=RDR=KlS!9KUQ+ka}I)(XJrt1H*Z7pq`QHcnHDB;@a_E9
z3$X3P<|7ipxvD+QwJ})k2}bHHgGaT-x%VE2`Kz}MLaat43toJM@o_9P%*@Q+etGFU
zl;OX>)mj0IDU~k}=kZMWD%05cE&L~b{NOxzu%%P$s9u2_uzSoDgfGtC=L?mAmolO2
zQp6AWaPVXnW||d6SBLGIn{7C#c@AtAf|ww2_-)ap1kQ>Q^83UD7akpe(sXV8!YUkl
zX!ZhMgrJC01-UOV%GZma+lOmm&i?$jr8Z@!xZfj~w#vZY@$%)%YUhq$xWEU`z%c}F
z3g(9|U%VhKDf*VDMj7zKDz{v&;OE-{WRMiMAfsae{2SJ)Qs4+Xvk)H^5;AjCHts_N
z8RDZ^kzhYue6T8oiNIDcdenFbX;t+}6c^a})$;iJdgk09%V}V{Q2UZk)lWhr_IPl6
zNj(?F<s@r-`*uMcGnY+Y^quvmYOzbkfRb5ezV&!?j|jb%o$Gp!<?qkH#WO}f8{4?i
z`R{8K;eIr_+hS#&wp};{97HN90y)a;^53|CN)N2y5zR!9C{bE1Ng1pZCog(n3Bi^=
z;&PE0aa<(cVdy(G&ebZ3e6Mx{$kccFlQv47^2qiGd0JfyK7o%3Hh9S^foScYc=F8U
zJJyGYPZ)Z(<2-k$qANU0b<^KRt-HSb=~1?6Cb81R#h%dea$Ua!$GCdSKeM~)-v{{9
zJ!I2)Tdt9Mwmy14H!p7<WQqLjKE9wkg@%eOm0`RCXWen_#qEs#_7^ThDocEXw>R0l
z!zaX36p6b?nC%$GrrD97MdN#YXJa0z+1(Pqmiy)n8Stq)GKWU}XU#z6kNH!M%a9@l
z0{j93F_S@0>Fyy#;nxYLY2B~PwQUeK4bb}euUtn7hjKl><k=VK;VFW&0AY@d6n8D|
z_@F}nXM38FXFnjpbLW$?4g;NT$DeyAH%`KhlbE!_76#yYu9q&YKkx&L5QyawtQGI!
z{$~qZtvflm@g`SHbToH<Dl#$=10{!>!Z`2}x7L@d?o2c^G~~&yLO=BGYJje;ZY|cr
z&CCST_gK`JdUAu~kL5uib}&t-Ih&*97fTyY3F9Ud&M#iPIF)br`FTg`S3Vav8dXY}
zxyHj}4IjO^n&XEcxB6h#isU<T8i0yOOO@j8@jeF7NAxY;+KiMq_?PkWZUQWhq=JFu
z$c5C(RKLZBC?p+m@m<Mn5<jf#Npl?KMy-nR-W=wN)4c<K+&^}Tm8Mh)!3SsH&q4tq
z)&mjIu+s!x9;L{W=g+}sJb;8`E});PF9LtxbB*`jVU==!zwZ;eQwWSeignT30WcZS
z->9+eAFu^KFkxYxS(g;P(AC=OtD6RvYQ#^Kc;uwKSqjwD=v(JhzUEGBW`Sn$=ko(>
zr{A-u3BFVqT>0*~_B51zbAY^x%0>*Q#?gR6xER5?c5;a}W^+NWHb||=*0$LDB12m<
z)+-u9E&$hoqMIBM{sUj^YGg{XXObdTebCHpn1`D3e|{>np<nGSzBKjYevj1NS#dPG
zZn$_SJlqyE7YVj)aP!uIJ3`RyWV%9fdQnOv$0Ags3)4}1u64ja1HJm2H}0qIKV%5+
zb{N}qY>A>A!BY5s<#>D|&er~BqOH7GwkTV_E8!^1R!l3Bb8@24ozU!SdE{sh_dk3i
zUI78}xKTPY9@Kd^o;it@6GZ}A&XC);6I(^rgk0d`Kt|69kqu9mYd`58(?%tPSFoTx
zZ7Ez+zi%A|)|M{dQ~z1+EZ1<P1=3H76$V}%tqW1-`ImEO0_0J4Vm|lYsUQ#gsnub{
zK{H<V|3lA6H}=Y^ZZnk3u)o75;}Hqh?;ZR09pkXR9TXZ$OPme}HCR1q`MOwqv$X7H
z$^G%`050G^tj0s);f}TVp^|KI&<VXOo(+uhQW!1Ef_8t)tgfoc#*L#{?6`UMDM>h&
zplAtaxBGa*3-?|-68yA|(D2G;!ktNHk=`^T5dX5!pSK7~9~W2uJAW*uhp{5>uMmV<
zQA1;-QZreozd2!7)~*65Wr8}0#Q7{WRax{J<LY~PXCa7JB0DZMon{RUVJyT$#lA1j
zgukHvB(YPp&{yYPUzAd<O-DrpeWxJ{n1kvwy$SOR;!DX+joW<LOzyH9{TqK|M5C9d
z-T@&5PV+cBn=Y?gFyDlB<Tly}^j(1^M~ln?88}=%fBuZpITw78BP>l4rzFLY-NBM9
zdk=anU&7o^U8)m5ZqqW8mn-hr>d<!l3PUDyA0ejANR|M^k{TNuPwZ2TK(&kEE#c9&
zw#s7=MH)8m<OwCXJul%VH33-^@Z8w11P&rBAxQ@h4jUYIxzwrMByiYq^I^VArp(C;
zZ%~>NO=Kh>cBJ#fOtw8ljtH#{feM%`Qp!(MZEd;bidZa&wrc#*bql*oel5oY0qFCH
zh`3f|ZKpzShY1?I8c^ktSuTKZ!Lqdo@fednfQp!5V#x61vmFtB#k;-0FmY<bE2yWy
zB~%2ff*|1W)P0DWfh+(q4JCz!qGCY%m|6g*(|J&)tdWEq`rpQ4Frn$VZ5=oZI61k<
zr8ph8*51l9yzxig)`Q^r_3OvTM!S%ZqrR<&wu&o?KePlG_Ciz=2H9Z%&pueRZxl5p
zr}w{}{4hjr+?K=djJDlD&cMHtCsF5E(9e@E84dZZb-s(m12aD|vOe(0&^(mzh4L?q
zPdH^{R-d+Px3QYz4CN%!XEL6mXLuXtM7pb*R%}zUvRW2xl|I-+<s8!Y$2K47wJ{rI
z5;o&Yn3#(@?euQQWg1_$zJ`ZiugY;9VhRE~h#`opCG7c<a$r8eiH&5xU5x$p><;TC
zr5lf4TW~;ivwnHKv`JMa@&|5dTSv#(X0A=MD>LBHT`Dp|ZP;QQq#)dO<NE5zKJOLy
zPZt)RV!HNUiV}T6-t<l00)S2^pi{&)EtTvt1d$V8hDCJfY%Wc&d<hNh=;$bFC_E0L
za9nq^NS;X?bV8^NVrBw1C%6>6wv?^aggXZPfS}KIP=Gxx*7-!7?e|B`gW5lMQr;`m
z7jSrdPmT9LPL}Xq%614+gf$K=?V*Gwf_XmJ&6}6K70kp>IJmI5N4p4-Y<N!S08VUA
z+nONHD1Pg`0$i$4=J=gI2Dyv_Qb{^z8+an-Xb5<S(1tUHY%7#-Y0$m62(ks}PKSVo
zoR(J=uh~qNei)UVN@i4mg`lWAW_#&Lp_wq6WWR>dv%r8a9C@Ir(zOu}4v`X8ogdMv
zVrYh$6<XCg9+}H>l*;7L=H<m;6A(~TNN_Ow;lqd7n`b;+-&FXYk8wu}iTf7a^j5~>
z&EeA74+4M!J+yqLc^E<qlWyViFyE{oyL6B!<iq1ci?L}N8!ih~6UzP4l%Pomq;Wt_
zfD{m@)O2)sjvhV9RBd-l@#pZlf?fjbrloBRs~(nqgho+6frrMzKP)&{9*SOY0@u-r
zc=>b#KJv`k@-O0+04Ph-F~R|si<IQ7A?asd8rLy7x_Ai#+|f}hu>_MMxBb}X(of))
ze9HF`Z7}XI4lZVdgsTI{39WkWOxY+O5fK|3JBR-EqO)`Dg(GBetFIsJ&=HeTbv7p(
z`2b)iDz(_pyPkpHhBIA9gc!N*$Z+OM<|@(`giS+~bq=+E6qX{aQioRpU%WVgHxO=i
z%E@inAf(vtVDUqDf+0KJO|bXSG08na*&KD`CC?`E%7TOY=rI%+@d4iBYC16m?dW&G
zfdNK?h6jIIV_0uf;<y5Bu-oX%prs$LRp?O&QaC*>j_Bk-go#MzMq9S8@9Y8xo`6Rn
z`=YzAt6_*_zzc_FWkBiYWhr2$T<Elc+m`cEsqJ@iliu#{#}`_5^bH89?RLKk@BUyp
zh>W(A)a_)(o)B&6hOcSW`tf5WYP+SDzpJ{$)VBV=-3L4|%Lns90U!yY>AlMryGQDO
z%fz9Ehg=!>29F;<rb&7YZB8IJc%QtyyvPD7Abg{}FZ;mZWs`Ix5flxDcRkn0$uPH<
z1Z2j%xc<e{=stvsd*o>ojsKDo8TDmObJXIaZYK;4m9Xsze}TK7&lV(t1PKC9D@F|<
zUZ6k5d>p?W$4Kto;oVzC#6q-#3O#Q$UIXv;9ekb8<SQvr0iXxrhJlHRr>KCQ8dQ6{
zvRJQ!$uK1#ly8gro6S^JH=!sQ!8~FZi|px^wcEHEU0EqwWEa_>xhr#P+a8vaA|q|0
ziI=ZCQ>UVKLC0i~+wEu#KJQu4``(m8J7qGBCK!raTlK&*@D|TBl73q6_<DHEMIyV~
z0a*$1Bj@tEdC%bp0*-#P`<mlP#c(d{?&e+p>kIS&1<<jn0ks1prkeTu`b_j^;D>vB
zrtF{}rxO=mFw%eOo0<Zs*$bg&2Dve{g&dgPq3T6wL-sNYd4Fd;o<2EYUB4C=SEy=6
z-Ja;DqpuF6YFW8nYH>#+RgsPg+6k%pNS<9JFB-p6$}}2*9Evji3C0{~USxJCaJrY}
zlvvz1Ze-+OmB#f#%VP%<Qw;#WgQi>twEow?m#S}RIgiPY#&C-=9$gT=AQ{tR7~?UK
zS->+NKspD6n23GHn&DRhLdAnaE5cWr7t)%UctBcV5Y7sQy%w}b*@x!7*ys0LqH+_o
zcv?9va$gI9{tkwHmhT6L26g?fP3Ctl)$96JqQJr=G$GrSXLD#_IO$DEQXwL#R@XGq
zLR9q%pGS^^sh#$HM%w_kH<Wx^AR~PP=r4l)J(NSi#{~Y+6$0*eYdYFFjfFPieC2xV
zkBt&dS404IZRC~)*ZcmNdz6P60sh?MZo7t-mJLWogo}CVRPd+oZ07}bGE%ZS@BZ8R
z<hYr8w=EK{y<sH;y%4yz{f{#x^5u^rA`o!w!$f3+(TbG<7aR>D%`ECH*Ivg0S8zXE
zrGI*KgdSlD2UrLL&92gG;^*=_6JHwYQ9B@}qSu1v=mSEhfW=|ji1ytIK$ET*tWT4*
zW@n#?(<5$;nj0`}t(Ytr_*Y;9Ayd`VY`AwvoL)Jybl+QW&oB{0sM{Ama)6KO0HDGC
z;;YvAro;lcK=J*EkP9ZHWR(^#vB|IaEsQwxT*M8V^cN58U%j&t4PTaEFzL7azYYg3
ze}C3i2=R5XH6%chy%oV0Z53WH<i9)D+5%_DOugvupB1E>A>a<ra^<9H$)_HO4F&5p
z5cPc7eCk1~ylxfmE!Xpj1U46H)!bZBgr9(h(FfT%m`VmgI>X4wZLop@GhNIX{{&6a
zvu^iaA;$m<9NllPWPGeVcb9KiY#RaqiVax|$4JYGF!SCwvwS5-Sy?#>1Fw1;f>)jr
zjHB6SprD`uObrycG)#2hMMe_7cViB9A1R6;(NY6U<E6tW^Ljii2GEJT=i5|Cg!;R5
z=kM;0YQdAqCj#G9yf~RbtV;n`B9WAbXFeX(#qS1+_q3oO9)(W1Z!>l;(1r>hTl=p2
zo7Af)!Pd@<ens)%N-%I;x!*xV=m_ohazIP$+rT%#0#F3n*xKTZshv1M?_S(L<<7^a
zMTMx2J41L=AQd7jOFdIbIR-|C4`7i#Sf>*u((^#>d|$h{K_OBiCN8c9s$E38g6yf@
z@{VY)98;#F!W<v-0a>iAU?{_9k*HXKF&nzCy5?rE@g#Q%r5=siqB@AMNR$YEL#(Od
zv$3U+e{9Tl<vt!iY-{9P{KP{<nt`R)D3r&9q0BjRh~zssfsD=#gN)yPj-T%~HM&s5
zBg`o=%D4$5@(*K&-8uZF!3ZT<&h@;HzBWrw-EI9)e}mJBp$hK~u^3reC@61&*6HRt
zgRT;|hCoHEC9D@vMB#t^271$*5a&rbi-E6+hy8JpyA^xDOCwYkqCjzLua}w~1Mf}^
z$9kHvkvqr6Fwq?oFaN#u-;ULrJbGnfxs92y0v30G44z!*zRiFio>690#@qxY%YIBe
z0Hf6Fv^UqB4$DnW4kUsz-Y`HhUe48Chu!ga4qe&)<!h79G7DYSWSPjK>rD2p^Es!`
zs4B#Hl;$JSb%SY2k1zn5+;*Aibp$imX_df!M4#1#-vu#j7QsA_s1cx@aw`30l&;Of
zgh3th2<9%D3JU(i)%<k<{$DT-X8}I9jrzo#8|3qd%_FHnK*ipi-gN&p-|!eO(di(E
z-l^>OxkR1w6@qNnN(=F3;T0mU$9)XuF}cuS-Ls(_OnV93e57Rjq8)qo2<5AD4Fmc!
zLmRs~xapW41d&zf#gFAerI18Fr?=mEu#tl1sJxwLYXUMA_#)u`Zp90Qj6_JssYfCM
zERjAFrLK^%&p^)u6^2uvI`O#vZHbc7kN~~7*m<gs&muI1!=VCQZ?6atS_`T&0>M#?
zP@oaV7bS}XcpDLwh!iP0Oq9D(Ju)}cfxJJ)U!b}|S&6gjBX403PRv-xY3ET`x(yW%
zti5U<Guy#8%tL_}<1AK^$umOD1!=rgKhwjlcKLXrP;E7%Eh3{h90zO~tWVP6&G)2@
zS%+a3Mr^>$xS++>`G%j)6RuOge_kzbIPF|o9bdj`o8DApqxXhVjkwB^!;5+FNXzv<
zhmm{r6OJ6fTMujntr;0LV;sC*<K<cin6Z^8=RjG--(k*&e01E*%&bC5oYdsdml7<8
z4dic}d2pwb+Ih_N@dZRMo-w=HPgd8+BfuasMeJfb)XhOGCnX^ISs;j;zNQ?BLKWzX
zt{MgjHFo);_8o$Fvndyr5%vf^MXEvv@USq@*Kqu}{}!i{=wqnHWqFSZfJBf3Wh&fE
z^4YjVP#wVFLGC|{%Lh~_YE_y?xmCGuBOrfV5AZ$EaH_$rs;{e~F0_gA2lJW~Afy76
z`~8&xDK$mxd$iJh*NsR5HNbZWu;Nwv5Sg2tSq#<+p?}%Jf8i}uTB#Hy&S!lfXBZcJ
zQ`QL>8lrW1A;{&3LFnT=WWGdjV+;U1!32>CfI1dQXF;w$aq?v95!I8^9HE?OjY$~5
zz=MA0&T8WAjdFw1v<oeM5$wJBu_b|EZ@uHq<|fra{*S`cm68Pmt7GCLzuYMwRFsDD
z_$4@(F&FnY;|VJRL<5_Zs0*MbB}#{XSFZov{_NBDm1#l~#C|-cGaL7uCv$*^Ec<*@
zGPro?J*y6CQFoy$7f$n<N9ob>WTOm{!;T(}#Sjvz_~_^%wjPL4akYJs5*`fTez*%n
z^gEpgl7n_oCv;*6BSNyMf&)tSc~O{(rHz<hkei)-^!N880x1Vth<CX1ZhacS7y7gd
z)Jw{<78YM3%MS_(?WAxWDDx?+g^UwV8M?Ex7-C(>Ii+-hQ8}!d^T#i*nQ-whyYq#x
ztv^tWVsr+uU;a1uVpShDN#Ntv$Xc%00~rR&Qw>-w7`v+a38Pp4b1z<cw`pH6=r48#
ztD*f)y95p#s6whzT1CfG4c<_g&NBnMyqa*RpoO8I8rJolWoUz8)NhYn33u@84Gavb
z0iXCbT5B8K&Hl=aEd<b`MiILz&gCV|tzcaQq~R(MIoIi$7X#-jn~lwiM8ZPgSVu}x
z*tcojKS9v%ZaA=(!%C-UZJ`&tfyr`lW?=oIi$Q1HgnbwcB+i3W0S=qrn>TN)uJ9XC
z%iwjy)Nd3CAnnN$e~j6PgABNwJjyDW9z0yL049b29F1TU_POxoK}!cYeN5>KlN6HM
zrjapb5m>B_uz>wN1dXHdt{m&KanRwLcLns}VhHSl%njbn(%u%>bN?HWw~KVcW}1>{
z4TA1#-|_NES(&d^Z43iAx>(h@O_%@xrjS$#1p}+I8sgLH=+g-on*=<td>ckN;q;A<
zJ#^(qyLyb7P0p#Mp3brw{HIzds|xzu8VdJZlbEBg0N>;IBRVf<6dEkz(v<h>U1P%;
zNQDV@8L>vgsPO^XCL+9sLrzlx8V0c-#MBsnipqSmJm@X#uB=&Wf?!>eMhh#W1ZjM9
zRl)?UXdYm%8L!@kA`iCp^);dt(gJl2ZwRJq>Dq?7dC*w*_czUq)Iw5ER|4yZ2Pw`1
zVWTLfSn<XYk4#9=1mb}{=`4uFBXTv>V_beDJwrfi%UdBZpZXkW)VQ~WeE^7Bq^hN^
zPOp4|5ob(EzAx|mokCp6OxE?a44n5<mX-%`j&qWekGF$8UK7q*`*~wQuTa_iN6oV?
zF4;>kXwrFbrSJ(Bkm+?3B{(3<b+RwlHq2xG+lidKyh|TT#_QjVbwE%3q0|+PRSa~i
zwjW#76BHC=#C8gA(||o6;VFv9$yp#el=GW{Wga2xBB$TcCwx0v$devLCn-zT)q%7C
zDMP56xq@g79GU_Op0vnWL$Ct@fPClLeo6&84|GFhr-$H**j*n)p0}2tzsbsvw*;l%
zElg4nvN0Ma{SwB6X*x+C5a#f5#P&35vLrOAAYBj&`jsp6aCAWuB$NAZNB)FCHpFwb
zp4aow?{Om7T7)IYwX%BeLGKh7E1s!X2}QUSFMTjBtL(oz&;*GnZ+iujVo+x%PkE9Z
zl<R-SuS2bn1=T=VEgX70e~-rdgzz#D;~%hjhS2VwMdkTVl+&!pO|d4LMS(6jJbXV6
zJBmIc9FC)nRbz-?fZRi92RPg@=eDZ8!f+g*=>K32C=9_}f=s!9{my%pw)5yn;0yKn
zu1q37W~0Bw4vO@Xk*!zdeoRhc0l~A?9?J|g+qXZ`TcM;(H&-pfl&*T;+Bel<G>cV$
z6GbE>PJ!f@w)E-IAHyRFO=aVyGc~N7?7o2g_RcTk<Qq^`ktT@2DWi9i>CyE+p5#CA
z9=m_OX8$h<J&;4r9zPy<%FvJ-%w*-h63;vjWUidFw3;c7r)_k6R_eFjbBKwFg`y!~
zDsbvQ;0vkIVKg_@sEZXI-O}_Yfeznx7&ljF;n%O<wv9uLs%UFCU7DNrUD9KJe0PBM
z3@MpM<4(g9Oo~hdgTumNdbrCuAF7|daPcDZ*As+3f*S|6z<+iOABt9uu3s;oGJ8`{
zV0~!!M$ft!jw{!>ky-a%Uv;&(HhI*-=hw-fg(KTA+}%x~aZ1z=FAfb#FOm~5)A1uM
z)W4}$+yEjX`a4jLKoepDD_&gE*wFB?Q3jp_3N^5H@Gmf9s@IuLsc<R)@8LKQ6Evux
zO`H)+2#JUw*5pN(#&@u=c-245fLUW1N)zjXUeKM-fY7X;ka9?ovBhx*dnhLXTs?7r
zittql_9^`PUNN|H85#DiU$M#@2FYM<_diTB{4(Oj{XeBQeVGF)hlR$#s$<w3a{rQ2
z4vJ|BHulIQW90O}G7~9-*1y^LIW>aQDJB@@^Uu;n3n0U!Z7KTkA|pji-3UMpVYUZM
z{rs6$Pyju|aR#X=CFeuCd6cGkO#4a{#q=6ct766zs3gnDIUKD<#Y}_4+J`<EMfxo4
zcCzh0A0YQ~y~ZiG9Z?S+e1LOuCF%7@fk&!va-J+^EfRNO6~NH2{jm_^`OOx9K+$pl
zEC!MTdCTKpU@!ax3TrHHfXx8u0K7>=vRb}e!^?|^q+5Yr61Q99*8FBrNQee2F>WeE
z8%(Bc2(NKHf;U8-dN{@01zU@JRa6Q~(0{8#6~mveP7#Q-kd-yXHniJg>ax^{bVIp!
zpX~B+1;BY(!q2s0&vvCJia@<^%!Gb3egZFG?_>?E7NH#?I(6?jP3Gb_^1X7Miah3k
zI4|Oe-m3$D*Y;%?XT|k!-*5%6r;ZgHOkS=JwyEyJvve9lEzKb%WonnlvjM#L$W5az
z65eOOx)p5<iD?*}-FXwOXxU4hSdANmj`8ABmCNAYO`-8d8KpKcGBpg4DF&!tfnjAm
zh;t1H;P%z06KqhW(zq<oUo2ZJoyx)6PtZl2nunUgnWu&8JOwIJNt^Qf%VHS@O{;$v
z%Z*F&)kF1rhISC)K)iQzcyt75%|nBU{K}1K6RmG5@;WNF*aWAyA>i@GBeU>TiiMo0
zn%se@6|oZq5L<{s5a`Az%Bp9jrRH{@7#Vr6!_|C!t@FAF>Sf%|XF5s4L$~%B$&9Px
z@Wt;&6NXa}jTsr?T_R$8qFcjAML!|!@u8ojLWCyl9O?tY;{Ae{Mw7Ajg8d+)Yq1ho
zZ8mdbO(kfW$*^0{BsU1#6$kd@?Bv;iElt8L@Ww#$E3Rf7O;?%lUfTGLp@rtdX4lt#
zVXhJ_JyjAT{j)Ie*F@(fpdIN=`g*%}0y-y0n0y+_P_S4%zdgBim+tHSU`{7mywWoO
zq_K*t?(QxI-t4%h<?;@Er|6y|8*W%(7qJ;|btS$Az&yrX|EMI}?KD$eE<OoP2-u$7
zR%f6qi-@uTIe|nJawpNnrE44L?IzSaG^mzQ_wQqmf(G2<5kN~kTwKR-AGy&c-nfJ<
zq_2PmMwezrFbx;AuGz8|=AdBgrif`PQ20Sf?;%1lVaHCt-~OA7oKdKf!DD+Ge;t)_
zA7gU^dWzrh)%pO&AI5h)hY!afuie2y46dP23H<f1fC;!!P(!WrAUPfXC;D!Li?F$g
zTd>O(CB`bK5-FI$<Jp4iT_aS`R~f~nimMpf0qn+Kb+2a-n5uwI>VXRx6GdKa@&1&%
zTn4*$;3{rv8yPV<m;Pb`vl#@MsH7wyf@Wk55}#ldtq%vhwZ(xJkZ_;BcySgtf*b=N
z4vO?gZ)|=VoKP7|_F=IdpZ50c1LZI#SA?w?d<Z~{uzsg_bg=6nzXR~?H(>lmFg@X#
zg|Xf&4g$%M=}iXIbd0VByN{w6llj$dfKdq{`Nr}-^aud?lJps%{iKNLa#Wz$9Y^76
z{b%(zIZNDVE)c7~cufeQO!@Z{dR5w1jTm;!1@2q*!{32<`R5L%#L+0Ojmu_tLL46(
zRdGE^8<;VDYy>3bL%1PC&S`qz-<f?-&6q=xgki`5w8j*nxWywkHByHG01kmxK_;Kz
zi#ruhijmb#GK|6iB~|Q%0uOc|=ZM`6W|w)W;825~e&aBNlTN@X4d<gbM3Uz(8Qjyu
zd>a1Xa)eim0`@EhJAIzxN#ykaMNi%F;Xu*d6&L~O$gTW$7;l*4m+OChP`eibCi{&x
zQOD5mZu=O&mMCu7G%G5Le~oTmVH6Gx0W3(yeD(In3(a#+%iF88|Bd9j(4!F)4qUHZ
z=kg@-qM@SUXTC$rK+aIK3%2q8{VM!AK=UZIHy8A~vy#b1yLsio4P;b9?j@ipqTmix
zhCpLQ=&%u9lG?9ZZutEeFH{QZW6brdQKkOIoe05gdpq%JgxJJEzk~D05kotM+SvL7
zP5@d7Q3fy?CjO*hAd{S{eXg5`-`vJP1v`eF!Xo&7kz4VTJ}V0|2vNECX_z~ahM0gS
z<ez{0Y*iwM@Bf>UBG}C0=Vk$Avt}AKAZXNLF^Uj7A?g_1&U3)5l5aST{WP+Tw_*YI
z^U?LyLiK|P_=CSe@%{6L+(JpVZD0?<X<-Dr0oLdZA+{1j#xNjVJ_Hc{M4z9gi*{BX
zufN}8fMdjx6uVt$kDq5`SVLtSh756l`k=qDhwkhyH8S$x1J4DHA?Q8ar@n;iJey0J
zn|M_mfvz~c$x!d#D@YlQREReOzZg10d(cBHRiRX~6|^Y1M<&_Ath&v^9T@Zg5QQ!$
zQ8KO)6c_L0y+A;`lEXLr$Q7w8fR}`oe*87~Nb-nUr2Dcc@o2>tG|_(t*Ox1po@0n)
zW%Xpr9Z3o23WOUGB*k;!DiR1k^d3JIcW5EMmIkT`G?Blw`w$=zI~kan>rs#1LxF`3
zaJoM_CT2}EWW|6?P{DNtG&_(98X^*rp1HZUm)A1;kR=)cTmge!Oh7<6Ud*BBcV}~4
zfa4)?Ye9p;x$>CL@)2yhT>O;wyUGcW0HBu}7(IYS9~=>}ch?N7E{+}+-XVj=1;hiu
z%?T3|Nwr4I(};fnJI5oydsrNXvX5Kil&XTlD?DPCdK7MwKFjm$C$NX{81pHh5qKSO
z`hmwh>H@Vt`k!op1PI9>z+s%@-rNES)&G?k2SB!JAdwmx7whfvSqgf?8%8S~#6I=*
zYC1a~#2owhpFXUA85n$G7XeuuNEK8fpw)wDWE~la21$s0ha)3n4J%?Rqi{gC!$L^C
zyen3yF+oT&j#TOC)yXun)Z??Zw)Ux%nr4DRVsRDoh7IW_s<aiX0#L0Zlz^fFnp2>Y
zg>Lh;%``M{coN`DeSAm<-w(6J$A`Y_xq0uzq=k`Z51tmdD12H{cw-=Zq<8P~|Mx@q
zMEuX{BguF8UuDX1dT|_}4L8&Qh@oDmrH$D}F7yBAg9drQGxQkr-vp`vE(25K3cNL-
z@83Zh!*2zs`}na-Ix(upefPw~3zWylm^DGE5>KBa|04M%sRDih0sFrF{K+FK8jV*0
z4P>gADy}R!X#Y;eRe2CG$(RA{BbKAnn@;H6n<w95a1(aZi5)u0PnfG>R7=_e04F^E
zK6l4{!Su(2st8&nmO>YVKz<1Kvj{qKP0qds|B9ZS<QA#bk+O{N=dqsLo`xHC;BIzG
zKtK?XC+tWb%x5OoY5TwH{Pt~7!16aOsT@($5SD2`0OdoUh5xrm(0T)4jRg(l2kgL+
z9ncn3(7Y&crvY$*7%*S#1eUcGz`I<Rn)!o*e$7s3{7f+=HS8fVO<pAav$t8F_PkEP
RZVv+xc)I$ztaD0e0szAEwuArx

diff --git a/_images/46e5940861ac33f5bb96ee5d63323cae30d2f2505b02daee8e5a287a7ef95556.png b/_images/46e5940861ac33f5bb96ee5d63323cae30d2f2505b02daee8e5a287a7ef95556.png
deleted file mode 100644
index d3da22a83c01f7cb203ca7f1b3f58e3899e33250..0000000000000000000000000000000000000000
GIT binary patch
literal 0
HcmV?d00001

literal 124391
zcmb^ZWmJ{x7dMQepb|<*Bh4ZNq@_cUkS?V~TBN%}y1NBL8U#c{8U&RT5NQyQk`j<E
zsdwJ{|2*$FU(Sa!##v*tRm8RKb=}uB=db39P*ah+g-wBthK6=a{*kl>8rqdQ_-e$w
z4&RBw!n_Z^2)W4UxM<p2xVRfTnWHHiyExd`yV$%ip>;ENa(-cN$IBta!NX2#>Ehzx
zEX>Ji`~Us`hrQEtPC6CzNq7=0hex{3XlQuG$k&w;iQ*S%SJ2Spr6nJGWNl=-`{*Au
zT+YgQ>(nl_Y)(XExAX+xyv?8d^jo2M@~ELxfYW3?5zDRQFL6A2jbv#vpMT*eKDa(f
z*SkZ#lWZ$L_Il;)LJhSrp(6Sl6}-1xNV+pPc;w@X${z51y~T?mpNKO1?-9#DB<FpV
z=fB5}EQtU)JTew>b*KOLw<2baNeS=}`WxS&EDMk2`iK9&|B!4tTV?ZYNqmpr336UG
z{wvw;_!#pn{R*<n$H+@&FuYVLUL2I8>9DA#+AQtvKBGlmZ5i{u%bLcA4<B?s`J4>C
zj*RZZyNX;_ESf@L;_UffchU3xVZQtKsW#WTyD5*l7nm5Fg9R_o_A-QBS&wG@FaP^D
zj&baEJUnvoax}ilX@*`AySuyjV#M$sDgJvdS{xGgxsSsti|?BL3jfrEclu79Y7+~t
z;RkZH>F`wM=H_zVtUNqj_dYBkFOk9b;&$3oH*!_6gOUHeMAUyT5paXX2Vb2i?vM|z
zQ6HALAYTj%Sx@o|4|;vL2zYc+eW>s0h6klPa=q|yo~Db+jD|;_V;J%@|9}1=r)mxI
z47$0a(<&WyK}y^#6=se!oZ{ih#aZ|@tyhMHNQy{CTK#wRfOvjwZR&buD|MkpgjDW>
zTs0#;3i(Hm+RS)5F8sG!hlhvZPl7+~pUN(K2Ow8^gI4}FNmR(6KUR8rdX_I<<kr;G
zbmbQoUMm}oq{R#)M&%EN8&<|e=txRlp^gjt{o4#f@&S>IR4%?-Q?~Ev;Q?E+N^z2d
zV04cey@*KDI0G|t*v5uUWK>koz<^xoW9m)Ky9~~c6HXg?&S)J4DIY(1qOPkuxjye8
z*xldHC?HT5=0M4gT3cHSB1tgf>V`Yqp7H#3gkA;p_Bu-bi$!%u`+-qa%tdQe6+xj!
z&+1_Q-Fx>o4<4zi%Haope$7Fiv4z|Y%JD~u(wdrt`gL~Zy{Y$XCO?GOPSp<n{HdUz
zfDJdl1;c26b&%|4C_%=6T8Ayy;`sRZ5&n8)BsMD>+Y388CLy7Wo+M^o)6SbksyW}I
z$$44s-AlPA_P=8k%l7KktBH><G?lt*Z6>9(wMiGd;+}U#llP@_2fY|B;<lR>)X>z7
zJ3f=uo5l_4UCMj=Hga>SuIqdM;pUV&Yl>1P|2;Q9i@x;F6IG__EWbT?GqyP4vVAIF
z*w~njzI{?9XKHGSN0-TMdR?<fiJV)}<~^md<9d`Di?pYwXIy3gJew&OnNGa}T@=YZ
zlfgV0rF1Sy5|NB8;{TpzqR##q9=ElnrO|R<Mpe}I*~uPvhLW83t8=IF2>oXmL6ZFT
zzbHkztjEgN7~SCN(>hd^)8XJ|n7&eDY5!Sc?YY%*<Z*d^R9aDC4)2Uz?_+pJ6e-P~
zi5u7K4M&mm2efUe_w;odoEX=~D)QgH#m*n>{t|*Cbn-hXL%^O|Hh;%bRdX3LSF5a*
z)cPZGOPpQY-S^gtb9R4uZ|y*3fWHzt-KZ8?$#NEie<iP^B>Gd6l4n-VG3b$zioX6G
zw<aq2#O>2_j}}8wYP@*|vTT(w!%Dfz@qCRQa@j7Co}L~vb91WUgu2~2wdM3T4GkG}
zzr3Q3etE}@mT7BhX?4PLe?_)Xxo))?>4Z8Hs|}o7xa-uU_giOa6fKTCL@@&&n3&Kr
zC1JG~`V&3BM`#bbY;nh^N(Zg``*-ngynkq*ro>Xr%*>pvNL<d3YCl^ltNgT3kfgFO
z?L4r=>3@RL(a|C2?ZtD7750_ec%ALb<Kp3j<YWx#>2CN}6Ps>-{`~o2RZ~z<5dZ2`
zq-?&>kY*bBl{^7<IA~BKOvhyIMrHO9Fydow?{v}ZePgTK{(OUm%kRv?@859FF8rBt
z*gZhPEbudJ+e><tC#=M!rKJT$MV-=BWo1#RsU){=-+m-7|JjDW_g(Ln(BPI77g=(L
z@^V-dO1@mbE;j9%Uxxqr`ZE+0lhdSm+Rj`M9*^C0eZH7j#uc841L8sra>7O<uJBQ-
z!s_az&Q96H#KcF+%8YmK%DV~q;|ZmX|ICBJ#%nTR!*A$!V*c9uuh7q*KkI)dDtf>s
zNf)sHb+ph$M<_93bw48`!_2~BVee%1&!4=~(umN|>qA3B$muK_rQUq;jZ&_=PKn3y
z`QCEBf$Qj#-^<Ip%bE60&^?Bxr~7g)&z>(2<Z$9l;ZbI*$US*NoW!ik#K?FpXQ1od
z)25R0@@N@T++=7xiF@Bg?0++fNHrfXM4_0Ok4}AjeZ>N4X)&*A7ORMv>|NEVv3jyG
zG27*QM+SCvJyc82gHi1a-siY*V5BO?tBt>2AA9$-cPZ@|hg?5ZvFOpXbGj0fRIZv$
zX77?zg;urYU>^0UEa$8H_wV;*3dD_#Y3=Uqk&AipB{3<})6oUMdvp6cEw8VyAII%q
z;<M91TCP(?&tdA>Vi+yUFgiLKHqH5O^6a=vBDU8tj^u;BhJ_9+;cMSR-PeBqUcf5r
z)Y_118#v0ad#NlRTkI@!)EjWXx$Mglaz;D;w_e%v?VHKh&|Ako;x58eXl&Z=3f{bV
znV5JR4H~G)q9q@Nlao{Tw{KtU>P)M2pjy-2zn{|A*Ec~X!Ix*9x-+*oAW{7Oef(g)
z9F3DijO;@#EfTL5YS{T{rZl(AdX+66eXOl@I^C?()Y0jVBxdtiD@>bca_1EI<&n>B
zBSHJ^+c!7_7Dzp^Ez_z%HoW;riMr2TzkpaRr(v_;p}i#j`>D+~ce};`iOZ~$y%k>P
zWu?FMi@19F`jai*0?<ALvsLUGmPitllH`?@mky`wCCYKCb8`cnzYE={o{S!}H2V^a
z<+DF1C$_vjA4bFDxoZaR)_J+lc>LW{u}+<8i(AauF1Ni}UZ0)$*fsCSPTRR}c(%?C
zRMh=au(RWk%}<!DetslKGkBz}ruOo)(cIbIKyg`__4{Iq<L|dln`X~r`}&mN^*!NS
zVTDLdyG_|5hcPX!3x~7$$9m1yr&A7ze}i#o$8dGJ%^uuLNfGVs(nxt;?#~S4D>fyD
z8gO04*7jcOaR(<02S-s}Uf_WEX><ykw$s10;$C%o2{jT<!@h4RY^MH|1`UZaQ6yCk
z^Is<1D#v?6Z{0Cj7$b#tDRDNB*L=3y>jOKHPe5RAe^`~*aX~s+fe~sJC#;|-JSjWW
z<j+<$yKpTuPIdy*4(NWZIhCLOMP`e*@2=*@9saTKo3gFjIbMvbelg56G(3z{P?I%0
z*r!>3|JDpV=0i3ns)7V&eUk25kG+T9H?f{}Prviu!Mf*Si~w|;8>G*CxQlcAgr7Wl
zf@U-EJ^(7(E9jF|zNc=;+pzaPo%)>p8~u2<m-EGo7xPHLi(q~|cX7J4vQa(IX~U14
z9>1NaXAb8F<HI8(MBXthkv_1zS>Ase&<xxr&3`W~bqHHdd#+^9mPHDoOC=_dqs{uA
zR=B_xQ=o{EZQS_KTLABfdh@O?Cl<!lA(5?ShHF;?^2JiFEFO3jig_PCGOVl{Sh+l`
zYn7MHSI52{l=yW%{xNHcS(Q$~xS_YQ-g~0}lziexlMZaGcnS&%_<aG~5QUd!)sx8Y
zNew+DuNFY@ov4RpEl<wKAU_om5z%j4dF@?Lp<k!4w6vu0{CRP5S{idUT=)5R-=PBe
zA$z~QO!1tk@AEMNzrt<T|NKeZ_iEXPDy5K!lGlFbTjMh0I)30WGycr~-d!T>p7jHT
zTeof{YLq6w%FOiMs5a}ly#~M&emIe%WnW{hk9S~W=ZrDUfS!?&@jzs&u~8T+zSeeX
z%=DC4+klRkghT<*Pi;kcxsvc&L6V7om=s-)C7(iN>xGxi6m;T3Xc80aN=!-n3sIbh
z-e;>-|3vD-PE{yzx~=Va!U~$3kyQ_ilekDPd)FA*;(f$pHByo<R$&?lReg4g86OiL
zJH#Z;L2!D}UY*GFZ}s7!8=Bk3M1V$Vv`k^?<F^wJOCRTHm3g1(7Y{>Mj_Y|e3>$df
zt!eV(3qt<Pdt*D^^It-cf(@let3pr4(UJSwwQJ|G06|RF9r5pO65ZPynVC_xwq`4S
z?ZpZOGA}<r2=Jh~mX<6RnRH@-_&`6bXE(G<Me)-O-c*jK-$F<YyMOm2d2jH#|DB#_
z&A(;S+uIuuernehOV#}EPg#{ON*;hL+`y8G3Pws?O+CGzrb<w~^x4=rIalD6Z@KoV
zil6+BU#XG6wUdAw+|wRGXzDMwhm*g8OV7~*09fR(QQxj1#QI%BDAETD71NxcP#*~%
zb)f?$+3)$}ds=^aaq0>CxB*@h(9XH!6MU!=P>QGR1gPU~w9dv2tgP=~hJ9rricH5p
zI0}zUq{U2ED$<D$k;)B!$`bUM7ItbFi!9A&BQ7`g3au!W;wZ6?diS7Y1qWk5FQAB7
z4#$}TtlHDtYr6C;1-bwUhXLjT6&2i*lM|#zBZXwQhxy2B6Z+hb^@EQeKkhq4VFmuM
zR<5Y6B>~i}Qk?((J${W|OxI%WhYyL(&CNRQfzX14g@pwX1hx5b_;~v(-U*yf;8sHJ
zGp?kt&+Ynb$#BC?eeF5YqJRgyzGL59HSP@et|~M6o__8A+Y!h2r@V&yuCM?7WQsJ|
z*h0XQ9JMFv@CeSqos0F>izqyavv_24oo=<}Ae|u%(?2JnL%Hb2)2C0_pMA=bIA2rE
za{uMI@v~;Vz9~P7ev|X+x{I)5g8?_UbAthFna8ZeSXfwqyL8UmVKY-N@aR~x{v>|$
z@uQ2HHD#_^N!WYYj<F@D!NI|R-lZ>FNBLT1rc!C~@%Y}b&IC^hpF&ZF1_bcm5lUZ2
zEvL@=m&hf>+!5IAeRjc9J2UTqMzGEfYy(#EHf|W!^&sEZq=g#tdU_PlgAAN{7<DSN
z0NYR2Sd$JHt9DuPX{f79YG~YMO1hgGix!`gGr$Q2Z9;DZmg&1~-Ha>%P&68!?JJji
z5|`-GdH!r{Y^EvB2pf1U=KU{*D~sQj0x)S*#}|3#?2#4m#m*R0Xx3u2RAiRCLqKc>
zfBa~>Tbwmy>iy!y-NM4cvp?Fc3qy*WOR({Q3ojpk-E`aQlDJ5iy}UT;%is;Gu^#8K
z{rM42Zatm+ZM!-Vt&wrNx?wn1EJT0ku3A(J9d6|tUptU{Y>8)n3nS=rx}e<U?ATc7
z@S1cY>NX*vyoyS!*uq_pC{oVl&^vatWH&q61zv{Wkbbb4<hdH~AkOG^X8(0*shI;W
z-@cIX$;rv$us1C&*$AL|p5vRkHeAf>wxL7qf9AO1CK5;sEmBTa_PVmNG9N#`34bQs
z(rNcuU!=n%r=|}5{Q0fXb=^eBb?{#}oI{jpXEYrrXB<+DVE^ju?ozo=e+Ddrz?^Xd
z=UdRJp{#G8tmN!LQB>2@`(~c@v=ac>_r*Ag?;l?budc2dbwm;?y%x=={w^E^n>7I-
z#UAv{0OtX*G*yXnmu`-p-0i<jTOVB3h9*uAyjqZMZs0N~6HReHvZ#oO-}YxatglD=
zvI{D{WAjEVOQa~s2gqd;5fN=8O_e8a^Hd7X@+i;8NgIIY(&{K~?u3E@l#{b_2AA<w
zrlhs>duPHrBUY|T^|-LI1{~T-6Gxj<2nID-`D(+T^y-xY6r*@WqkD$UWYFTFr}p&q
zMcY0DKBiL4o63Whu$6^WjejLmhi&+$=#EV@(*T=*cfG4$z$U`JCULP7=Up#6YIXm!
zQ9LkYA91K2_;FodZwX940OAS|1W?W1c<V(?*90)wMeWvq#ITc<vV~JX2ay>2Y_$8k
zr`)jR6|&q(D#BRui7a>T&L=8zM6_JM3e45Dp5MDXZM{@<cIJg9j%+Zfhj(5IIWKR+
z-^C!u`Pt>aarUQ;$=+KnX<^h}mXB7v-Z!8AZ8C7|Ag*dnQDB54Zs2#a^s%lkDK)k8
z8mU1WI-aP5^s;k7d}hkU%gJU>UId|RZf*j!@t^yG!zpUPp7Po0O}eX_n@Qc2DTyQy
zZXjwvKBx~|LQD&FUyLNyOl?956c!Ny1pqKNP-S^lRp$HmiJ^85tmMCY7ptBx+rgM2
zjF0)=v<tU0mTKzjZCfj=FKaG`x=P-#97M##2ahacnY`qBHEU{X7hHtNc`a@R(r$0o
z&E~1G;L9WcSUmHSfa|ZCi?aMR1C3ioR~Hd(zWUkk<bC?|8eXCbGy&t3*+{)Fu*Jpf
zgs*=|(Kd{ju>(5tYwf_Gxs{M1z^36GZSBvW1z<h%mls=?^#^164ZuEbjC}vCBbA71
zY-)O8Z{KB7WmG-+W6h<Yuu%Q+V`<nOM}Nhr<S`_}8-(_DcVC9Dy12RyPEN|p$jB&d
z04Fl}%qjN@8u8VDHsd4brWqY}lFpbrq)n297<6Oy<^RbWo{xWhbpU=v4V=b&rqT7G
zSIel?5+E_M<oCYNv9cUH$&b(dz6-CH(@`DiJRqr~!Ovsajq^VX0yvcfcN&&2_G{{b
zP%5-97dN+|u`!aSRdWjq4K=kk5H-xW?=Vrsgl=qXq@Qx(WB!2a^Y#|WRl_VEj$nzb
zTK$o$_j%CJZcuuS<;IO94^e86FGx?DptlDH2dA&^x1B%bAcYM~CE~VE<~;k!7dQ!%
zN*1ukTOb1!6%|phd*!OFrYjnK@9m9}amFpym*TTD;{t}01PTT^1L=<Ef5-Gok#c7J
zeCQph0CULZ&2s*JVpvZLt+k?};$uyXag~mV>sFCUwt|(_AIEA#H}=~VN9l=)Qcs^!
zT@ShvA{8*O@{p*5x)e9)gc6RIY(4?Jg-M(1^r`h<=U3+`Y^<#x(y?$UMASz}fBgHi
zCTe8l@rUYa*nm}0_EuJ`5fKq$v6`?$^c5eMK88~9-uuXo5*O)lP>#r(W>f$xvxm&-
zNET{P)!b2SF}!SPT-(IcosM+|oB-uT06_C>{bub{J?xIS6YTRmmZ4w2RNySz+S<Y{
zhgZAH#>T+Sz2i;yt&4#*1^YiaBaZRyjUY)l{tAV+V`PIs=!%y~1E@-<1WmugM3P7b
zHVazGyLX*-b@^XkzI=&`PMyWVNc=RLVEpa_J3BiYyBqFDvCIB4<H7r0V(>nKrRabZ
zfRH3jBm=C+^a_fn3-3ccRhJKJ83e=uL;nESOtOhN7L|xHuF-p8WtG>^KwhJ#Y-mUg
z^!SSz4+yY5l))OM(tr#{tq5ci9?(9Z#cx|b0GwzVcVQ>3p`n2pA_a9G|K@dWvYW7(
zn3k!dWtHDXgvVkNdqp4b07u3ruWNk!s(gc;hnM$;nHUKv>F~q^S+ApJ*(lILfG&>|
z6_f0<Vj0XFMR0dKM7gaubHk_?iZbnlEoR(-F#*7VEhi^P$poz(_OlUx<`Pc7<jBa#
zHuQ}|=udur;-HA37#XP!_6pQkOyoD`9YCCVIk56|ap%pT<qu1~Dh<;ci3tgV&x1`q
zW@V80Dz($nyQo*8$H#9g8iLLVn~qjMAPt^$!V#CF`WgXFWqo~pSMA@wc7N8_t0rxr
z+Vp5mI|j1bb&&%*n}1vOj-G)b2sng>mX_Pc;*qG5sjA%ED^VR%78Xp1JiyDlR}%Jz
zrZ>y~*R_r5QC=gd%HgD>q=zqb?}FGCCk98|{jnb2-4um=FJHV|fJs44`n7d+K^PRc
zRF4Q;wXJ?E;QcG9tSoMsk&=|WcvF534T?!Ay$t~C1Q2V$jbhRo%cl`=O<1r{NEc|m
zIH>F@uUS4iePL<&=F=x?XbG&WCf}0pcAZhoRY_?Mi${{H;>sLv&vika?Rd6s?mSah
zequuP{SA6}aMSam=RBT&hydbreteP81$Z^C`&N5E#~W8+DuA}jwIh~%mNh@cTXWz~
zw*`Z1!$#d$h*$<qrDI51#}#E{u31!PoSmIr(KlvIiG=!UTsH+*(q>VuuA{@E?>K9U
z+~$c-z9JGQJ*psC2{BdN5Bn<V>UzJwzaJ<$7m#6)Hq6*;@iDGmv2nXInf!+E=IScL
zCLM<H7Y~Pp&VaJ7pAR|Rs_aIErzJ`8tM-{xUw=6xT&Xhpd{sqw4F$VW*5&VD-~d!L
zP@!kHy4GCsG)h5!D|!4j9ifg7t{xbd*M3sVm5PX<_1ieKYuudq{d+k+A%S~tOV7!P
z2aqZ^+q?Jg9oh%t`nqYOrjE$u6OZ?DE-9k|k=_`0*Sg=TM&rqokPZ_%35gtlSBKc+
zspMpXT0#`KPj5-xW#LYUj`+RBA4>a@hS|+PT;$+R=48#Lz35ImAzCzz!0V*6tiC*%
zsQS4;9N9i9_c!-RZ%HA$e@ByrNayFhlEF8EC2>xQ`Z)Yeu5De3FKNXOleZ)*w31R%
z?i*>F1E$TFjR7#M{_I)Y@ES@&;@Kzi)7NxSQ-1H7cNGl1))-ScpM8fWMm}}%U1ZDQ
z;$)@E$qCW!{C1Oa+FxJxsQP`$wErXz)f4(r)h7J!Y~#7aovMG1pyMNC>0o_)57fwN
zqtAf^Lf?%NP!X}QxPYIlrZy3zbyu^9vYOHB6Q^|k>BlgFx{Du}dKx{bl=Bo;skx4r
z7?q7Bs%D*Ye^EesKA@0fdHpHfdF9qB9i;YA&$jO=Ic^v?6B$9a)JQe9bns?hl<Md8
zy}09Mw42wdmX?U2{u*(S0qrXUatlJ)L%+Bjkj<#QH@HE0Oy@Dj1}w-|ZPEY7{SuKj
z5qLK;KF({=M@H?tul`+hPYGxvXpr>aD9C+i=(or(DhdVh4}d~xNy)17H1Y<V<=5oU
zb*FJ36c6u!u;K*eu`5wAAB943fr<q@cl6;j!gis=AnF$gu^4Xvn}mjjil1tC1OfQ~
zT9L*DVt=jutcsV{zi`UuT;MwZ3r<N%0o598kBs})sm&Gy%%Fz_eATxLlH?>CG)09;
zl}qC2pZp0w+JJVy{HnaH>}!^dtg+VI+Tr}>VE_hy6LIChz@=DHPdzuosV{3Kw!_H>
zH$Y5xSy&#FjY8RxRaC_BKHSKC|Ngz4Z!e4erxT{SX(yZku_Mar=L5?<%sIco0?W_K
z%Nq#);krKN2*S$;pA)C=;-@x--kbMfUx?P)%|s4bO5<a|qJl=dmD1`?OUMlOu0m+!
zLIU->+5t^5jia!!@zqjq+TQ8x<)`sIgj;~}7J2^E&@gsjWf5xiA38f&AE~m@!`1CO
zcqsXW%k$RDF5jb>E&z*d_u#Tdo-!t)2FJ!^Jw1hT)xtr-#Kyr{qS48EVQVY%K+pzb
zUaiW6t|JSSKtfrwv#*1rqaibP%x0v6cMiz<yrO%&rujJs>k}PK`IK^eev6@DhXgh^
ziz+b@y1Kf81%{1{?G^rwP*wDE&A4Ij6YZzh+JG>0h0*wRg9bYLm5^u&KoJ8-US8!#
zGY|2^h^+ISyQtjb)6+p9DXyrvr*&G*`A@+xErM1g0q;TS<6T5Hgr9!}AjWV2w9fR%
z$jFJO`=Ia%!7)Z`4qZ@~ZCZhE@_>F(-?(7Ie+N+!J^qvy>r|Os11n-(owWAdJC3n(
z-LG}Cev0bq1juq06i8oG#h?KySRD-|(8qHwY1H}P(xZN&5|Q^v-+JnzhM&>T9Zg?T
zAQqSOpY%O>-7eYN{y<fsb98MTX~MdXuV178EUsT`W4tz0SmjHMeGQ)2{QTd6Z)}a<
z`9JDY^enfZFRIS3NkU_DZwtvc_hN{elFahII6(*mK>yZp=e?Byx%|QQU>neP*$wLB
z0YM`G5NZNinRaEYwd%*+T_=nFS0S{RHdD1R(0$u&H*)731dl-sL%zWBG=kSBA|<79
ztvVN{jihgTQ#M>zTbpNYrokkofv;a5#i*Ft?rH!eIhIOf;)6L3Xm00+R@HhH7=c%a
zSR4mq(C=_idQ4N7pEmBe(PY%r20+hdVPgZ9RqeiI2sAW1J3IL6ykW`_FE6jDb>WTS
zu`#!a^L`87>p=mjsi}S|)j$zoCsTNX0AWqG_4ionQ^(&R#2Zdh70=MOZ>i~W3;NuK
z#hlgl_DNa&{*a<>i`V_S8Miyor9AhRtE@&@QSy0JRor$9hu}-?Ji9!2#;#u*4c_l|
z33fOLE>MNQXMr7%4*c>xYpOp@0_v`o>fqMV;@*i#9Qq}0h*Wr9I7+@s?(qbg_{Fg)
z*rK^=?G&!qfiFR2dvXdLsLG#>2s?6DHn(nVTi8eJDo1EkwhBr<dYz(b)XE&dGZ6`i
z2_FTpiDD3VA_$oeG2O!7jk2oGcSVtiv5o{|&V3F^kiPobwAU#@?+K_&aBK;b4*^;u
z$9y*RK7jpAN9B0Jf!2p4b>cejjjj}DyHS7?q-{fW@7qF0lqV?nh%9ednFd@RJt6ih
zm<j+BZ(c`-qCq`I35OTY{}_(#Hk$wC>8v+K73GUB^IU*^A8TtTWoP#%GAhQdAM)g?
zv5eLH+;ls-&7n?oN|X!W1R&lZyh#O0^})ys5q!*c_ESs$Ds&kxBJ2afRPaE-Tmo;@
zd7+t*`&D%CLwds|(z^bzuH_Efy}1pCVfE+v`9;=0Qe%m6gmi@*D==mOJ$re1mE$`Z
z8`FW4R<)d=4*S8cm4=b^af#{R8-@K~OoF+Is-L)sM+AluR2PLpo>~KfLJ&2|%ge=|
zWu~MMD{cvnTmYYjYXpV%^rqRMCEqU31BveEg*4QjzX^a<{A8o^0{i6*wB{wKAdBsU
zs?qmY5tRwSRF4vgoS)$mg9(LH7pMTp{y}=pm^V2t9OI4Y2ErP>{$|g;>)Ah8Bk5ta
zKpvq^a!&!A#AG&j*<`>0mIkn3vY5^ZnT-c@B3wHjT+$UJErt>$4x3S&|F|1#r4?#4
zxlrp|uMQIABCiDLs#@iObF0X;!nE+m#k90$NZqtU!?ZBJ2q$i4d}{(XCB<1)M8qy9
zjwP~w<}Wp=l_dTnC8dq|SIMY|)Ksm<B~VJe)!s*A6H9s>`iP8ik=;au6)ZxgZSdLt
z(*l5Rutb7s6$sk@!AWC-^U4Ph)9pT;EKk&e8__&K`*C{O;BaG-p?LV_ZQbdA#vqU*
z>b~f~h^AQWK&Aj*g;wvdszkro(KO+dxb+x2I|&YAr@)>YkB^%g8u|iiPn=Y)5g2~w
zzfNNK?CLT>^*5=}BbV?K4G9SeYCMj}>-N9cqw#aTw4c!Y6ox=7IC%~j&wV^_i9W1?
zO4b$34t_jb3ecIjQk)2syo-w-3tf-{ZS?R$=ZiJ(bA<}+Btsjfd{oN*0+E6$E4>gi
zL0x~-vyH~pl9=$<UCWHLCskpM3x5)ChDaqeP@;ZW)llSYi6lVx@MxjFiGri$poaPK
z<<*ESgNCIi3|p@$zj1@13A!e;wxK5@9Id5j-tTi@joblcjzrA!WGO8vGqZPhsrO3#
zT2Urq#e*a%_&nQ{#J+jwdZvK=a;5*db>+^j>*!$Ewy=wZXRQZ~+ovcLHebZB+lBoG
zm-lzS!0bkqa`7<t^Y4^em4^KQ3r(hK^zI@47u4m4hW1l{myste&T_(r?mn&F&_=x)
z*au2-Pa<QGo;FU{*E2w;zXN7PAIO+rdlAXb)4kMld4xh55J837ZR`*rIBzN{V&1)b
zXDF4LlcTDkF~rSi<_pZv^vN!s+>bj2=5-;dGpQ5&HHOOnSa{bM@0ukS@GKY5_X$OK
zY#9DwJIww0dl^mzWl!A?X0SUjF<As%o=`bEVS8n#_NE<ts*l6C9>lS%Ld61soV!r7
zMgOhli|+q;sPu|20ucvmwZ<kUCLTI~qt<0z+0xl^^s9HqeYQWH+tdT}mUKZ!6Lzl6
z2jFPF*Yno4Tw{A_1}@g@I_}RMsrc)6Y8iRy%k^p^5pFH=w;s_q_Dbrv8yg!ZYHg81
z4rvX%Z`bb1-@XK&zG3CBcS&gl-P44J2|BWg@sX;#9}IV}@Gk!vgE<*X;B$i@%?<=!
zIJ_<{E^mg{z(qwE-S6MO^QqAYZ(ctEJSYg*^~Of(G$_VE=}efS<Vn0Ln{HmKQIYw{
z!uvCVK50eu&HEDk>PaOntpb5pJ!X-<H+;ou0FnSiwt66NHIL<k>$(<1PP~X7mXwt-
zP~!4>?OVbTiHV7kPMn}mqrKNief4jbVmvJt>QLXWHwcHAg3nTog?Kf|rNot0)Q#qf
zDjER+r`<l;l`AxMx0SHKS35Ypqo}Bu|K^R+9P=J6=ufb_=m6)=K8W8E2|8Dy1Z#Jb
zYz|aq0Wg=Z4FDMKi*ZDOr?D~9l=knR7wBn<^71`z+Fb!LO#2M?+f08<aFM}fcHoiM
zP+&jNVqWdJjpMm-<UiMW$3EJc6iq(SL6DMLa{ce$*rx?uaWu1w^yj{e6eV0EL;Ai1
z`yrP1wv0?iNlP^RzT6)-d<Ys6QWj^LNLvh5ff4KK>O$p{jHys#;i8DCN_5?xSs|(z
z8yp%6l*;{L)JIF^Fn=Vnz4%aCDhl@+wp6g%-&W}*v!(c?l;L$9jz;zTHM&TOe2QT+
z20DK->#$qy-SSuEkGEecm;hpA(0k2#_in_84?J(*zQw#A1fc@It=6DfIbfULq;Y6k
zPnI*Yd=Dq(&W^RpQh>DQ4O+r!oqzMs2uylMfPvd^P@_;!u!nUYL?%l<%T~a?Yu>V{
z`P%=&(+*TA<9;DZ+~LttV#1H0f`A|n>?=}+japUOIcGuF3#X0Q(-C7c%V)P|^}q{2
z0+8-M^WSFx?SO=yks(iu{~&+xrllA&FK-gKf6#0}o{H)SWQhc|uw%NMH3e4^|A(bA
zOEN|CYn4C@%mulKM6P+ABXle*3GtB<Q)|a7XW`)`hXP!;2&7Qb6I7jBw~Q2c;}dd1
zD>Op})|jQ^2W9f(9?i%=2nV$2((-Z?5%w*wem#rh?gh8xcvQsf*|GqVt@AmYd=6=b
zt#E1yaMTP9RUkG2d8lY=F|RfW@#5hgC~*20vxJv;_bEDglQw?j`Zr&v3sBnCy=Yo8
zfU+L+sSW9e=DO@8VC%r0Rm$KA0U5~j?H#FR1kRTY<=*T%68jlm-b+>Qb~7PS1$+jx
z=g%4BZ-Yz>GUwF*G~6)s6onAI3fcU@{nL!%f&wrok^BPLO%pCMGEj1@YJ|1U<?xAa
zP-;dQ<^;}eJs^4*jD>#HIIs%$3ca!DaY8&kzFOXwaIB?^`yy8`Z@0(c$tOGLQ>I7D
z7ZflrDsB_tGRJ3SQI0!%ut4vH@*PuQObSSKe0JFM7N~YtK_)`<+~xc@ag+X6_oHbf
zF2bp2Evl=a8A|F~C!%&Bfw5PXY5)1BdEo=fhjfK3ApyQIkp(=TUYukhMzHpUkw36J
zu%0dd6Wf4=q)YgV%gf74q>Ic$Uc^P}tSm{Vip%&c_#w$J5{v-I%K=LOg`s5B3gSF|
ztrBA%A6pH|z!Wo-32JI;0w;XcrKjY+*i1HS4Rwm}t~jH5`<DA0P9xTwTokn!R+!B*
z3gRYof|(y1)=c*qQrg?w(+@lg!nOEH-@PjW+{kU(+3op44)cVa#u!!_sm6f05swj+
z83s2S`9zaV5d}rX8>1<nV6;we&kDS^*rebI5nX;%{D$y)T6Z=rDuM3z?zTP6@^gt(
z-B$Oi|0$UdAEN)4Sh~ri{7TxwVi}L8y`iGwRtniH&Igpd;A1Tgp@TEY78OtoAF~1!
z4E~B-07McYd?=eA!B}|&p*DuVHxCNM_ub{xSbnS}4O&JYpU-$av`ao7G!ECbLZ^Ef
z_dpN{Wa(9qRE{e`lCg4}rYe&mML`BkH1I!=5;ioX(V*W+0CG12u(y@GD2}|EniTNM
z8wVoM8DwbjjUbXHNEs{1XeyGe^0(#4@U`c%ZgeC@k)uWd^8|h+PKe3fOe-xUV&Oa}
zLwfMa6ixw@ZODQF)P%rYgf-f?qlD!mixK1g_yNyn9*&E+LSY7~yKSBM!r8H)O|178
zfwpK>(_&|6z(ER_w8Cvpt4^v^*8UL#(eC__+hQuE<&Qj>IEQq?+f30k_U!)%>7^Fk
znjD3*p%yYMGd*S@N={Bzd-hBfgflpTAKGHLK&7PvDVWs2;R*=PNTf(^<Y;zuv;(>(
zn0pqG^FzN-uK>ixR#~5TSnC$qu|pJYs)qTsIx8{w@eq-&=>FV8#Gk_qeED_$4WvK8
z6YI0!MRHVZZ0k1`-9#zx_1|;EW2!QiELH0)?6LirRI61MlY-|goDCY8P9?u2zNMul
zTCm~Y?tnKMYif*^SQrM!=TMghbLB#cR3nn&x3Q>Q^r#vd8pM`g#m6I3E2wPa>v#=r
zWU3gFZ%RtSLAPaPWrfV7*x$gMSVpMCSK*|57dtY5)dDGp91e-x@A^cP`jaOz=H`q@
zeiD*J=>G`dj@dPB@?Y$xwZ^~gGt=_8>t(!6T5!RFnfAeUd>jc1LEg)>Mi0F7MM&WZ
zo2)FKN;ef|+sJmfDrNro3_jw*>&G-T%hGUijuv-3Ols~!SEktH(%?Om(|S8{{p{10
zL5f#&)te+1KcC=2eDjXNmg#~(+Bf6t>ZOl8L|><8?mnt-&Zmy(?Ceax#*8zK$bgtY
z^^hd;3v25|h@=Xc5DVvt6;1zrbPy4s7x~QZgi+hjk<qroHkmu7*}-vo%Zgbwqi?{^
z?FvY0a4Hc^>Ey;QJctyeO%ZGNDuZ|Q<f(z{AJs+v<<Bfc*r47EXLFF4>+0x)PZ4&m
z5aLO+(RFF%2|#r`+3~ckN8J$KFBzmqGnT^GPJpaQ_tjZIu}M8dLR}o=1kRe&>3Vc<
zt)K&9E*zaUY=6N4wGP=tKv0sP@A3Hl+b3`h0_C0GX5wX!nF)kC&~cl#Ha5%vN~ROP
z$fD)=Oxs=;tST#y?d;DV16cagzX7km$E$9iju&vCYAkwXEk;<z>WdQA&j@aZiaJ&>
zPtpu-c|vWF?|G4)M959iwuC!>6m~;YMNyHEUw;dmF%jeQ%P6((sH=>6F2@+0aIz)w
zy`KEp!uc=U36?0lap)so->NwY<~^l>28slaKYY+I47zj0%<&E#R1qYwL`6mA14<@H
z{oMW+K9JoL$-7Fb+<cFN!ve`W35P<ItZ$XuWklDsr+SB0sH=VB@|D71w1JyXeVQuu
zDMe0ioQnBx$e1mIFc2|S6)TWO`dpdvPKsXD8?Dj|34g!oPEn$S8h*^M$1b|(tF8)4
zSgg_4i8-|6A8h|fHGntt{B;9bPTl4A>pRl+Kh!@x=L8Ca?$?iGC8#~-0;s1TG6xAd
z`#9S{qDTmT{PH`s1-Dup)JPT<mN|r5BdH97UqR9Ab_{?35T_OL?o}ookrTp+D#drW
z1Cme?kiUlG17d?-oXmaz94*hygYk4RZ(P@8%`d^m{XLdr&R-al$eZfZTiC2UmqOhg
z^;;hNj{QW-7YfQ~GWeR@kR&jsTK6zVDcDbjs4Rca_Lk05149jZZ%t?ToACOx=1*MW
z&&Yx#Wi%2)jnvwga0##v?m6*i66cI}#rX*&eOw68{y~nNU8C}=$(t7}QjleD{y7pd
z{(=G9A!=gw#!596i_IMYyWbFNFhAK{%5ojkJv$ljUxu1&GF+q#V$*#?`;{9&cN}FC
zQGN$y&#FB4Ea2Wv<vXxPN4JH1HAb}4=g(K(jE(;@fv_@2xh+T$E0CW=VFj(vUVp<~
zlHvFngDK~JYG_4&^G+FFRh^*MW||~5*4q}*v+b{EAWTy4X2m@RIYbSVf%fC%=tLA&
z(}$$OVgredD!|)-Mys$<5PNC)qb6IyAJZw#vO4oD02M8jOHZcIzCLQoRl>z=z3p`l
zF70j1V*(5{miv}9vlZ&a#F^a`X`&mRco-0!T6aLd#TTK~zZQiaqFku4gQPcr{$@|v
zHQjm%$)`wYLa!h`6AbyZ%^Mj5<o3UL$(|#U^e>-1WpTh?hNI+p($~J*)m4KgYj~c1
zJ!oLX6yQhwj2%RR$kK>{5GM!J>G#?-A@BLNT?q<hdp_=UI-fYNBycmO)NP$+!Cr1u
zHAYv%#NL(4_gt^2^J=g+qlYMGo;JmT#k|OS0?gB}mR}Y%dXshbG(ti`fNiJ&i9?<J
zJm=mo^L3uf&0D~#=8F8y#REO{vKX=$@{$qZ=GPojxo8~j@f_9#i*AO79FvnLD3n<q
zezM1O_M?RadjkMxYOE=O+23{i8^0oz8v;xaenu35(<bVD68><aJI@+jUTo9^(mH$>
zT6qt7LMv<QFjwXH2wHtR$KPP>8o@R}Vhalk3lIO^!Nd8!=~nG`?gc#xOzs%{f;7E~
z<<W6N^FPU@kE@e-il`6o7vjiq9~EovxSgKt@7&)wJ>14QK@%bxDk+~!kfWaOAbm#p
zt33`MtW5Bmz{-T&F+c>MU4VNb0SE1AWv_!mJ`xe=0K2aDj80611Ng)b)+zD%xGVQ@
z(VdT0ilKuu@q6gC7L@@=i-+D<0TKga2vwh+!x4w%`Y=eNZf^W-7g0^YvZh~X9H2M;
zuw;-_&@-o>kI#9~7Ne3A&7x30J-2tlO)*+fd}qgl?_=H8!{qBs96P929B;s!B$>{=
zT5U1#x<88Z(<3mO!Q2+zZbQ#<8Ip&X=Cu@s(T5YXCJ8jtxXdCVcQX4!L7dLbmE@=u
zRWfsoBK*H`q^}_0N*LvwIAFj=0!eQc$+CiUzHq@nCSXSycX6SP9JK_FrFi;%+YpL=
zFOqX7e)4=x-MurCw_{^+Q_i<AL*AeS9)E%8&liyUxJqQs5<1shG=LF+ispUv7XnKm
z-(yw2n2;s)1W($4!WIJI9WF@c0zk=QK_K3m3-^u&3lTTL`sym$r>MZ_$k!~9fcpNI
zWdTZKRnwO(l9rcc@|d5>u8g$q-tP89v!IB9N7H$bm#Ui#GtPAa$tlu2mIb#a@A^3m
zNm_1hg1RZHsV=LUJb)f7Pl6u?q`#L@fBP{wP%KDV$~eMK4lPBYE%^<YUO7cY-{}Ti
z1p(@)6hF*Wn{#UdBl=vH?={3Cs{B<!?1Bgl5^Y8zU64HNl^ji?<h4-RIOR{San8W}
zP~Q>of1HtBC}6i5agNk5-a)tloSn`;4`U(Gh-4P0>|6Sm5A-vL^#T=EJtf)o1tXK*
zWypU`B{6K;@jZLj79X3W$bDM!pK^+1lthcfEq_i;O#%U&s<VF%F=m~gB9FMp@7}!&
zLTRvWwZ;72ztvh{$H{4ra%xe2iEM9S9c%qwuqaI79OzXX#(yEO)e;7)+3yJCohpZ&
zmCK#0tZAVOBO14dZkeSPnQ*Ohzd9gGJg9FJbs5pA8gUs^w+4Bz!*uUZ=p9SML<mPJ
z2bEq=1&g}C%;!Drve9E7f+{O3D@d&HosRdR?oQ|9ph?@=6a-EG%6)@ZIgb6vWh$kh
z@Oe_Yhl_Jt9<dUn8uD0hON5FID}kT|gAXDea*vHI>hSP&cE{Az6ok{I@&~y<28C9o
zRyKOhVc$&&16ZN*uz?^=#vdnkNCru)`S?z<=(hU;0@b!t{9xCL<~0c7%eSAmrd`Hi
zEi$W-U!?BzVYC^IRUea9_mCxhi!2`3tgCvV)1{8Z>hvZ5c<R|Dq852eH<AiKr}R3o
zg8rdst4!q;6bnw0Y#enzq-z5!hE=SUMX2uc^H=<OsNL_?Jk#=Uup%*}qWtsLQBpj9
zPV)mGBA<=gjJUR!B8gFYyzenvt|?Y%CKzT(dC6mwGnPgRm0~)p&{H?X#s1`AzfVxL
zUb6PZ_Fzbvl#W|);lvg^tiizujZ&FX%B+x*$1k{<%xLB5KflbxRb<2MnkyepcmO6X
zAmXV_=yoo`Pg`5nTW3|}<Zc`s9GvSJI<I^;hkP571go;m@xKs)Z(O5a5Cl;OtX06C
z=<lwv?ZN!gE%dU{Z^-Zpl9xqt);F!o127FBfDV@5d@!MkpvmSs4i1jz^5mniZN3je
zj)M{G^<GT3^z}W?i;i}L!YnGNl*IEVN#7w(pc&L$NAhY;7}J8NVJmFFTVV4c{@_=u
zsv*7MfSRJrm}h@;tL^$<&iD@Ep96P=Wu+Q#2>ohY?#8yZ?@LGsD$k^8u6Z0|tum|`
z|2Im4=7q-!%OpnMmD|_1HLL4F%d?q4S`sPul)0CH9we9NUp8t5zGni8pyIIUy|1Ji
zy}a1NbD6u*wEG6kvGw*0i);rJ)9>7T#PRU4hG|~lx<;@5)Ex=rCHsW4-vBu)B-jqh
z9Fo@RqV~QC^InB%hS+V8{7`}5%SMy$u(ANe?4^*vB7~sWe|aq4LgpusSlh%7jKv^P
zeTdIiXo;-Gu1dH7n4|~$k>>Ka3y~!u@y5boO06&lix2FX`mxNV2f#6HWDG}BxG34t
zl<ECK#=O4ujeHWm-@#EH|4NG+7Gp&g^mKl%A0Xi#kPrctR=o<ezHGeZy-DHo_5IB}
z^Qt^+%N^9u7B8;Cy1-BP6-!hfQ{CHZOFt?M$ripz|Gm__HxNVo_d95gY-~75FB}f2
z!NL14vP7=vnt*~iB1ur0pgFLlP$YlbnvPIN33cekd$m<Q<<K3c;ko*j@^-w9ifr-t
z&aauw8=_tFZv<9N19)!aKW0V7`<9&Mf%aS-9~o(f1yg|eH0Wem9t#o3<VKaDC&-Ut
zUrty4zbmnEi;T?7NL~e^89>b>=%2R7ks_;ySj->-AgcH~p}W3V27oDml~*xk%iWew
zw6wBX0Lg&ddi>qeuRB}C6WlMP$4;<W3VXDBA$!;h>NW3g$2`)XwYB^J)>i-ig;4?s
zHFQAlDk&|UN8o`l&c9p9<SeWsB}8wpq<B)W?<maSo_ys?tNY-!b=s%Lm87XEcAx1G
z9CpZ}r2i-^D#Beo%>tS2e^IdfK{CPxONVHUyK_e(KmO2L+fle)rB=Ohr4=VdL5}M;
z9c3)vy^!wbB-<kDrLNp;oMaAk5ysfNa(jbv&y1^ecTO7#I`FZukSQpKrWt5wFkKqz
z8jFj9Im394OUvh1>ZW3*Hao#Yf~IkReIyb8q)hAJryCG0XZWIV6Nf1%V7qV2${_HS
z<UDshoZar>f6hT=%OOQ3zis4{aBl!5ivtpAUfBaSbH<?MA`}U3`jmYu49s%-{&N9&
zC{A=2)9ZFmF3aDpVQk?K?N|LSSGO9#Yq;)eC!<~fej1!pXfz-i!DKI&)d&lCaNa~k
z*`l62%Vxa%O(8^~%yz(QH7R7Jr}M^)M1cydNhg2#PpWhg1`qx&J3A<akV_<In<Bvt
zLqe<(PyN;XpjAPP46;!s^3xFO&24O?2%+D7g&ri6%zDeq7u&BDy|wjDh*Zq4_{fEq
z_l4AN&L8NQer8rEydK1TD?|g3A+?Z@XYj)-qOZfByd7W95Ok!ch`Ap0*+E*wK(1ok
z(q0gZL*m-`+nXpgNMZwlgb<2TWE)z1hiyEPR70wy&+&X%GzIZ2Kk7yvi1dAZ1)ykv
zSf*3m!5{;N55_wgLAHm%#Qae!At2`sFkR!hI4Zy$HoW-rx?HmKPs;*D%dQm{XRvGb
z#`Nu}4qg9?m4)hjv4L?Y(0b_Z-K&^wmI#shoLH!Myt_Hd)qV9K5k=4zhR5mGe7ud1
zeN7I9B}Siql_Hepo@IxWm!4PUL9OMJ7;qSME(}NV5QhdbXjRQMK`;lrO3(wzYI%^Z
zid7{m{@&{bA@2#zl(D~I#yr<wH~B9s)eJDDR-^<;LWp^b=isIFjxtDWKSBT^LEa$l
z5`$+s^tEr`@TjNogvpZBN&bK+IUJ5|Bqt3Hk?g(>Z2yg^x;VtL18tLGNEyxR@MWg3
zs}-mF0347G(j5QKhP_%vp{kUJKGO09DPDhqv3(LV_djBhwbR1bp14YJwW>O)Oah!m
zP%x1U9LUo^Jdh-mQ5s_OdaO&>6C?(<Xi(-IGt#Ko)H}>|2IxZyOFn(;>RqD1+gJg}
zkcuVq9R7dgV@*9cY%A2Mq&&;<Pifd$GlpcF4ZkUWCb@_kJ7^%F34u+o0IMGG04+v#
zcuNS1xGa8h$rA?6>LD5j`bbIH7z*O*_`IGm(0`ZnM7e&Lq9Tf{$zo)E#Gm!a2x)YU
zS@MBY{R-xEVJK(%bepStf&T#vhXSeQAbsjG_@03QPY#OK|7P~K!d(epK8o*y2w|08
z#W_E&vVy|GlD44*$Q>K`uda69T+;#8kegv;OlsI8Bl{1<M4Y1}B}HOa7ZS66NrU9B
zp@2rVbVBR`ggU4&Fs2?Dcoi&T;exAe%sD<zsI4fKp>8JBwW{HWY?UmRMWPLi@ZbwJ
zVv3ucF40&r1?0S3WJ80Xby_8<mEC&$q*+dTrS73HUYN=0;b!m`x<iGjAGvZ-SE#&h
zrvKn_z+q&$_C5>}A!c(Ywl}b6Aca>7W1hs4@YbQ=QKv>iFox`=?AQ<4xpi{f8<@uo
z0wRdN_*%R4F~m#(wsEAfX^C4G2-X**YLvEvNsq}xjs;^VKx9V7#*o?1D@)VoY6Pf;
z@X43;%df0UN=oK>Ia?_Q!wcaixo!UJfO%nW>6`z2#1W|F<g^=(nKiy{4&x0hDGCq?
zah+I>fcY}s0r7Ko=5S_HqU&`e6Zc%zdsG_NP>hAii9@`P9<8ofOrC7AxlENg2vfln
z2%t|(n5>2w#f1eEs8nIDxF~sgUNORF+V~h(ip_4I`2JuhMKqvL%SJp)@kZYyi+O2w
zbq;FSEK8or3;G=Ms1Kt4@`9iBel{P>V0ID_J>{!@twCzXO`;+xZ$3Yw$4bOvh)93b
zDeaV_RU%_$d}AGKw|oeEy>}KR%NdXZQMJz`@=#o}^s!})9{3kcZkzP@n6lzsg8l-G
z@?SP<X=!;}|BO7;TS-LCA9%qS35c}>y6Ed=S|}fF8{I;U-0^j}5wB?=*0^Coj*FdC
zDQHRPt%O}~+rFhvp?Sb$AI!YDL&)(o99tifU?T2+&Aw*|wMfm&eRvuRK@XS{;XeBH
zz>mE*jdLX*Pa?0`4rll)jyh(Te~jv`T8GNd$*{rnp5&pNq{N?fOWJ%^+_^7b!L(WS
z$B%q4fvQ{YU_2dY1!PH#H`{65kf*vRKGQ%cu>rG1-1W!GlYC`qB8I~1g_DQwf>{NH
zapu#(kEEXpQnsyBFFLx<x#@4$-*XX}vfSb83>4T$8NskG(=FaLRDAF)oNJ!f9^S4E
z0wh}Um=)$C@G<9hJmOI=F7?tl{(iYWcjV3xK_?qW?mV$oM2ksw^EyQALEvvOq#5TJ
zKgYV`Ln^c8B5eA1C;@_Zq-nh!une)KiLPC@LD>%d_D#X>r1#k__$poZr;m*g^A<P~
zjN@zxbXlM<-c?m4K$0Ape1<}Be{Kha!OBmEtl)(gzHTAn{WR+<BVUl9@Mj`Qs-n<l
z|C-rK-|Caty9ySeu{hte6&1dT!f3geq0deTL4!yZ<mLe_8}FxAt67IqQ|3?Rls7}D
z8^$^bD%a-sPUPiJ?fTVAM~wI^;J<jk2bE&#Hy3wY=A1sxxzx;U*yVkz!jZ?$zs>iu
zy)erEcAcl>Zz<|qbBL2GBt#w}b$=CiDh$+q!khKnnf*a}rbAXWpyU2Gt1ifqI+7cF
zPvP+#OplcFFCo<(&?s<!F*u|Rf$}unScGA1D|?O*A#{MWgyWd*^Oy-oh@9Wyw=r61
zj{q;4(rMPCrWeB3Pn+DTtj9Uv<iY6O&Kv(T<}8P+M>Fo62VV>+6Ke*18w>b95r`Lu
z&X}zXSbRUz@97cCRW(*r8FN@(YcTNeqq8O995{P%3u1!TTTf@ULiefhx(56&oY6K8
z8;xV~N2M`JnwxzloFnNY0V3naEN`oSzz#_a4rc%0RK#1fZ&Q@BjiaLHBB5FQOi}9>
zR&c>w_|vmyLr$<%58XtlRWUUKBZ;a>V!V#iNaSztcmj5P`_*l7HOjK5T#bdOjFso{
zb$T21WCe5fZWMmF>b0CtpbtQ@8pfnv&id~wCR161SBYuYa-hXW(I5WQfbMq52T+DU
z$GN`2Pw}qp8hmJh&BO!HW#IEY$h3^d5T&dqsaWmZ&!726`VV%iHGj78kG+vsGGETR
zL$2w@&-!FbL^of(qbI7meuFuG`{YaWzQV2bG50s4O9|=e0}vP#D#y|E2bF@fMlYye
zkGI@0FI6AR7}26@(qoSw{89g6#l@0h)pxf8#k7Pzi{;rI!N)+XW*zO}Yuwm)c6@G}
zn8=4>exX(x>K6gfF#(mpZ5nDwDXOQA0Wh2Z7w^|w%4kq9N*_ZP6Qx$I<T2lA|K9|W
zvT}d;ne3;5Zo3{o4^Z(umQu7K%%I<D%Mq#wCKj0U@bL!fdV0bo<G7>9!J2$;43;n!
zJ0!a%tiuz2*;jJe{`si0B@i{zXJ~vU?`mhvId_Jx=4n=@R+-WA{^KGgmE3o~I?C)v
zjO+Z}i`g)*%5*SSo1QBE7vPEP>x>%ASA>)~#Tc2DYkQ&Yvu8A6<T4YGcxZdcUiZ+r
zdi2fUYPzVWlW5UskmYfctZAg~!tJ@k;BAkuWJm53xENpRr|G`T2h0YC1R4fP;sMWq
z`0S5~iAT>@e(2AF+J+N6xPA~uREo})d{bs34~$RnzwPS0+iy2t0c4Ggn?v~f_sU9K
zH}|Kw?uD@%V8j{t9*mxyZ~4<yN!x<#O00tD1_dI+pRo;|KW7HPxd1#SD83!{XwA=#
zcSLtr8K#|j?}0<Y&t6a%Tj(-<Vp-FI{vcT)pfst!FDoIm@N1X<FS|E0Lrn|f4-~A(
zWlfpz#E*Z3hfkFjzy5|W!bhbg;>*JLMA(e1DX*88m+Sk>^75`8e`lp+9ec<6?OSJi
z-klqJ84~c36{3d|rZDM(d=LVHxXbBe%K3k6RFaZod+nT3g`1FtNXc-ehj*1Re=ecF
zFB8?f)M2$rPj(YNodCT43Vs5~ou}QOdMC&7KgfeP0EFrq4(Y<);mkMYU#t6GtcQPN
zQd%g&xnLEvk=FukFa)4JVkRK5T|NqB_Q+izsViIlmm+|ykRdtvaEc6WQ`~F?!t<NJ
zt^Q9&+NDyq`bK4IM>WU#5jjMiVV;(w^~?#0fjfZn2?d8fclZiYmDm%=OWMHH=eL{g
zE|5=>MK%6`Xz#-0^Vfw%wV^{FXcCeHiU&N2h$)0T)%mII!{a1uiyU)K;}>Pi>linF
zoltOoI;MxHl)1r*?`F;TE@<NfnKhy18!sMG%az?f_%m>y62#zud0jj4%3G}i-<v(t
z;&amCRLU0RR?fqbfj@}SQ}ayBgP{34Ro`yDVdeEAXdP{KbpXENAYSuiDO~y*D`tof
z3lVFxA)B79M!8$T_;83+ciVijLsQV|0nBkm^%A!&9WL&<LMb;^T3sX2W_cWL5)SbY
z$N_*J*R^tx_-TWluYqA|iv5R8?qY`j@X(NyiOIstdmMFB{mFMVkHNzD4#RFg7KI?+
zW(wmPNX8A(Y+>*j$}SBOtAyUNcH}I$%?rK^Kay}lzDZ0>+>&}bk8u<RM_`sP(7*^*
z-D_t=Qx!gY<{RKe9+NI)sslc%1m0|C#}h}v0BdV&Q;5g;YEedzLav$gnODL!9FheG
zz69_1_b>RcNnR(*%U4BIj(@CfYW8k3Eq<=_pjdStX3S%o>Xp;Eu2g8n&1i|RI}TeW
zz1KU%eM^p=z`ASo_-$@j)s#&_O?!DcJB-?Nr$%~Q3~=tkhYsWquL;67Zh#ql!Nq7^
zuaI5|$TS;xZ`S;u8E?2xKq_HiEHOJ<8Q?Tpplr~<b94+MY}fWk!UttaD9T+z%z8kz
zSW$CMILGLcx0NYegzvjGT@B0kZ7n3N`Gu0^R&sN5D;HMgBiB#L3~(FCMSr&-^HE~<
zfq%~PEJxWmyXhNy#S-TcV4lQist8?!jPB+6>}3LsaYMT6tE%6SJ8C^3=gR+QlzRY%
z8YZnTVR#FYpde#B#Ksr-6_2if`vyK?2bp4A$?^AV_hN?W!w=9fRRrfTZeD*l-MPux
z4OyFz{!9U0!~|6~M-zm1+yEc0Vrf025N7Uf<82&}kaMBUeLW~r+pv-<`TZ5lz`#89
zD6o5%Kz)ol`baMDF8bZOZ*+36uUghb2vWYQ?=P*XA@1iIB1E$pquBRi(C4@RT>i*3
ziz{0wS2N@5-QOp&dmSRroWQkAdY$?ma_Jq&Cq$fB|KH?x70d@d`GR*n=>OsCEyJoz
zzxQttL_nzxNOv=Upp=w!w+Ko~h?FR;NO!~DfYO};k_w1)D@u2#G$Jhm|FyrrH_xkQ
zj+tZT#f&5SzV~&lwa)YWETm_ICkwTU*i?-=u{2p=-ONr<fN30av{L(G#$Z5eR@mq!
z2N?>|QjA<&_dlC*L@Yk;uZ2Vgcr)dUjHWB3-e)`4xz)F78yF}-Ukslw4y5>C_6W9d
zaQ0fGt>H}t<^5nv1_0NPj~SLWurh`>IsmBjY<K>-)%O<<zz~Dx2cTIH@cu>h2tXkN
z!wL(iMK0E=2tosS>!PA=HC-GVS^rFX(}7=h2`BU~w0&kT<0=mMqz~2E8O2BS^^-e4
z+(E@<mr<#XUy>Ov)|H&n1klQ$!~7+`RQb;D&bQ|+Sq67M)Fo+4qZ@x{fiwFlZa$4;
z<r>59a;(LwaNjY65FdW<H5p<MoYq~xJl=f_ePeb-Ob|9Xy;fK&PMZoU=u-)}{<{C5
zgJ5*@*V}xM%;DH5PW;%;=s@9dsmqIRMrb+=*$Tz0!A^?KFIco;s`(M0Ofj|D<az#+
z$;VWYeWogVc)sshcHZ#H-m^5ba}7r{4RhQ5#>R%NGRm)=q+>beaT6$9>#kzpTY!7Y
z$?b$N;Wdu0e1kYxnk)sWArcKO5!?djJ6IE7bo%ui9A9sGm}l)ir9h)dO+#bJx5B_(
zRk!mCE}EROvKJj~mvY&}P~<UkaB%P?GXG`aMh}7@fQObV7%D%`64y8U1Jpwuyq#wo
zzKIL2oNrc-42?gwzb_CwtmDRyysh)-3>`^{uwUE+FXcPPIZ&pS6_~*ZKxUP<)zdS8
zM1EwsuM*f=)Mld%FT!hyU{|*%FrJGD*BdEw%L=PE=7aeHOnGF$rS6%fu(#f5dPg`l
z8b$|+D=TE`1<FjOu^d6uq-`6wh6WdNXP4TC7Tb4r&%b&~reg;p-Lill5T`mXBBIEI
zM6heqQfrBr)NGghD(1+<VP+en_grU!JXYSsCG=7IueH|?ald6yXv!4J$D=~lPe@$d
zNeM+UF;&P&2updG{rl||$l4#jz*NVh*3}hMMrCw#^gY(hXnl%)U!V79`1>SuOK>N0
z-<IK0849Z-e5k8iG3g*ED5$Ng`zO#%>)Vnd>w^s_{#QZSry}vlV^#42tPK<!;8h|!
z*(YM3@{}(b9U2*tS5)jGIS+uyB@EcW&PIU_%>3ZBhAOxF+4lBK^2n%9D`c=+c4r%i
zt^zQ1!Hm)Rw8OfLo#O<%X6i!r-A5J{IR=tyD+0~uubPWq7k_kGat~!D(h3`UM~A)!
zVH}$D!y0-U0OL$Je17cnh?9(&mJr^RC$)|yr5X{Y<=s#KrlqL^yawte9z)l=RLR3!
zG#-SWjS<+n_#ntTqe2c{>2j4gP!?kg`$3hirxlOCo?q>?uM(P9E0+Ej*y^YGtc6Tf
zYUMsLw!hVoGJEvkl2y}^r2C7xcH6@AE*KKM2B!>^ot1f3ZnFJ7x-!K<72w*f@vJeV
z!!+W^nGgLw8={{Yrbrk5;n1^zxRW18j+${`cBj+YrQ`2zaQotfSn8mS1h-@FYs66s
zIsu-Z9<7+m1Xf76$__WYuY_}WQwcvC-k91g04~vNgNJ4Hq))}Dn$Pd0+ipsrfPa$Q
z)m~Ns(-%}YFr$lojU0v;1ql8>L1G27x&-qqb`CfKfrb*&Yqf;-SA!+1uqiuyC1L4t
z_v&Jno*gHraZ83|CK^qHp1N!cFj+h@d%bu)=|{18rm3uR6;3D%F=^!Ns=FAE)Yqm<
zQomfLbHL@GX@S1Yc%L99f$p8*WW#^?AbSU37W}PGF`~zUI1!|SfjTAEhjdSj;;F<`
zRn_y7KAn1*AL}bSO!8DcJGhOKvkm;aEff$U->aUJ)Fx^@FuTwN%A|e?Oz1glzJ&ev
z2ZPLxchQe1Ux0d+%a1c>ghmFVxiIx<OEe>A9M~6_crAXYAWX~2Rq&DUz#%}p;o3D*
zO&|Nb<sgP*pKJs|l1P|;1AED0eiD#s;Pa|Kp0Yppf=}8Uuxn^@K3JZK!sMOH|IepS
zcbru9R`<3D8X?7V`+HbD3mxGN^pF8kMl7b1;!{su;lHcYUSt{MQ$n#G@6M`$Y(&bg
zo(1?28Dccjhl`6!<LsmFUAHcwi!l`Kt@<+;n6UJs!wnF_4v~O(5jsEtgF!T01PX;S
zU=5v}4m;CoN;b*iJ~5MbX+&QG@;X-3965@S)C8(}xaU{H2$JA<QJM!ntgP~F*m%Uu
z%E1;i@H>-7b+i{?Vh1A1UYHtAH<79&sxtCElH>f%`#j?f4mf`V4L%KhEe`zhL*p^c
zjnBJJq`BTs$TM4`I>QoglRG2|AfI|r1jvSeOSt7X6erzc$F%L9Gq8z!E)mv>F_lM#
zok*QOr`$4yXMvk&7#oDkj7_*c=>AlzrYQ1ref@p?hj#}Ys7`O(mCxy>bh!WD`|spN
zkwMDDy)YF77g{#Fx)6m-p1(Y<g%EQHJQ1gP?-OKvd^@n}=(pl)0qFDd!PUQ{*R#-K
zp#3`N^g3v0`z!HUAY5Ax#)mFTpRB;3?#7W%%nhG`r7_4opyO{)kWh^GbaH~`1eM1_
zV`GU@gaKBoMP)}0GtqXM1ZozWaVccxi`##YmIo_avC`;eTbt~=J6Cj&7Zd++J{E7l
z?>o``u-J8Fwg36|cjy!j(W%mZDu6f%gy#e58YI}!FsuI)Q2>?)s1q&9hn~W3t{>n?
zmfKvb`%WI7BxtV4a!9yrfQ!sb)78$t-BeBJD&ORbzv>}^A*ZrH7|i<N!`8&tMU5Im
zp}poSsVkuayRJU!&b~;F#mcwE(<Aa11=fbgH7v&ug;>>kI5^LWpAjYJ<!a0G@C7SI
z%I31IY_7F*y}*yYt>MfqV<3VWj>*!^6)0pXV!j=irQLR^+@n1}6J9hE+xnDINQk^v
z+=A(IO${_e@chBkjs($Ev%C;$aiYIox2~s~YC%1o^+m#A?rSof9Nm{qtM803>Xst@
zdkqpx{l)P#5H-+tWZ-vbO6<!61&9=~zaZGaZ484(Pd)Q`;M1XT0)WsE0{;&>_XbtE
zmA3sl_<$fP7P-5-%V6v>%urJ|>$z11#DV*gO$qx}AlJjaffh2EmzBalmnPqRrkWZ2
zUP*NUMyqgbL;SJ|Qn6Cs6J`NDf(8|BPwWe<jR;Uiw^N*b4R|9c?A0kWZrl!GGeYrh
z;OU_g?2N?d@j8t4fd%Th;-0L|4!oAiCnce*j-Z(Y%W8Odblk;XQfgmt8M%gfU@c@5
zn$$v9oX90V);**8p~)d{^SfdKHQSr`DoQt5KDC!Ap@xMyo+d1BrOI;}Ka`A%p0(Ks
zq6lx4Rl4NgRg^c5A3Ar@Tfb%F<~`4fuS))<RN0o3i<Z@<mU*{a4{_lQ;|Mfw;%zjm
z3NisJA7vu$(e-oZ6_ov_7neTm7tj;+^!B#yxU=B4`5CSO|8YI;qdM?jf%1h0slAmf
z9JPaoFfuxN^w)$BDq3mBo=flnfc<`GVxk8my%^QK+T2be{Tcm_#=YoBPfx|v;sD&i
zYHHuZ%B$Z<(4(8p)BR<lCkA|T*FZJth4TkEpwFP>4E2gN^V+`-BGUHc5&J#O(>*MN
zduWJaytLz-L(|_)dl08Q@xE|Ifb=jlFdz+c0kjz%Odp4bhjQ-EGXyNfz@ts5f(Tua
z9koF~fB^&h_q~Y$RvpBCuov7q#AHyAN*J0T#553M=~TG_SaPyBigJIMj1DJCN5N!T
zy%b5#8aiZwqc2KaV6JwLz$is#Lb+>QuZxdwP3h!L>*S(!|F2QK(vR(XG1$?N{Ee?l
zVY^46@J*YIJv&V9rJzi)qP9IFWfuG~zo%Klks_N7Z+{|0S7F3e(Nr5)Oio2GZNN#!
z^2IuTcmse6uN&t`_8IdF0p~giXu)aoh8S9{e~g{Hl(*0jA0G%i$M%HoxHp`^O$iNu
zSC}vlM4B9C>X1P3z#MIfdfx)6hDsQ80*FI2t0n}d#$cv>Z~z&hw2;4#qPR`(u3OTp
z`z)#mig>pljhpp@n~2D3oURTC2H>*>vMWqv87k~I&?Y{hRn?`HB_UjHNERwHd&tiO
z+-e$C31ej3>Gwt{OPNc_JQtBFqzf%WNe}-`ve(L0V`XBZc_=H4S3rwG-5lI~nPOKv
zD)9DLeXQI}YZ23X-jmTk|HDnSM-*G8Q{UF#1gnca6FlI{RO~c3+CF`HXO!U4L|b~&
z!#<3nTX?kV5wzSEElLxlwyY@`89oyi5RC#*M(wm@>6}9#ZvZX9G%!42<V5?Y%SKe5
zrc^9lQ;+-6%*{_X1Ek?60htU<%KY?ZtFn(scP7JglZ#Q8NMKGG)d59E&-d>%gB=^|
zPM`!p#E1HKtheYjjtFMBw9wrmh-;{n6tRUfQ-EfmTM6Ly;p+~6Q&y)n{X~||m)y6#
z0e<9efFlhJ4$43v8_GHLOsRBu17*xG?!chMvCf=I-~MQzL*so=`(PL&E_Pn)$v8gZ
zO*Akji$zdAOSY036mm@0J`?^+e{srNb~=@6<2bKc<U@|(DaVZ?CzeAAZ{m$aS&gdK
zr~RBOMAaV8c;6a~p$y~tR;s_(oq{pW<bFs1FITDI1v!PWD~YTGUj#~dU=CutlE!hN
za{0REcaz~@1fW@z;&PS*vs~FO1Hp8x{xJjBohT59p7Jjod0N&Z_u<L;CnS);adi@i
z$9L8mZUjFPItmJjzTL1oYA~_>_G|=@5XY`1gEA=p&@jLhgYa)CKbil*`Gvz&O*p_~
zfdU)4B89FQRMga-_x}_THUFu>nb<CV<+7I6d070w0wfR!NLIbxUwXXvv2|(xH5Bvk
zm@KOGA3m;mH2||Uyonc5C`3H2JCW(kwe!v&fbvjXp9O-kZnj##;`<DO<))HADp&Vq
z+Yjy4<v8baFJ-dx8q4VJZEyy)KA|y*cGthO#rp4Z&%UqlL;Yzth0Evh$T>=e65jO+
zrf}w5rC9pI6XB`Vspb6zS1|$VXe`8s#hNnzo;?7~foB|IN-Xbm0Ye4~5c(_GTMNzK
zh0OK$|6b`+oVdWW))_soS0)bszG?x}GXVO&=<pPgk<Tjm@Bs!w$8jdN0&QP!LRfmU
zq#Op_X!nJjDFuWuzwUQ!y>8UEvzMY9qWo>rz5AUnUG`yoG*B1b0qO;~08lWaIgpS(
z$KhHdQzVbJ=t~-Oo!%npY&Fmuv?0aA!OF`oAn4_#@{aD`Q+h#t+NtzHmDzSiuS%<t
z_=Oz~cW{8)*7!21WQ{6;Tov<wY2s&pOUmmn|86}wJEFd2$XjekZn!#dXFI1~Zeoi{
z-{@V@O|6pACFgp==?%}iHunVq1)YvxTMa@FCBi-mgve%-Y%F*`ebq~pUAaM|I)e_h
z!=cg7aQQp5E|ymX0b{j7$fL<`Dk?%ff=-J=yqM^G*Pij(^V;br4eq?4kE5}s6FC>T
z3>RTA6rfF^9w+>Qb?i^q&^X8Md(rJa=lzmxR#S;*@aPqs&S*^P+K+T42xN#{_D4Hh
zTF_kgzblB(3oNTJ3*69L+krie5&<R^=3cH|f&U!%v47`kbK-_}O7YgVGvQ#pPNCsX
zjVI~k&(Z026y7J_s}4^TRDE=s-)@$6fr=GYV7Yml56bZ>k)k%LTZ=c<@-|2EHuP-B
z0?F<RsAo-wFmmF|CY?NmAa~(#=UDsS?<$d@Fv#a5gPRkeO<}nG{@pOzM!y{-SvK0E
zgGJ+S^3Gc8*w|E-;B5Z&dD@Xh#N+oCS13TZ-8*KHfbk@t5$5+iT(7&{M*B^{_LCtb
z(_TVIBDy5=^1;;^k!`W<_T+_@b^ir9_h>ej6yff~MO&o!MAHSSp`mcDcF7=X{_n|O
zW*sPVB6h$91CR3{)>oqcd8SVUt4bdJ6ZHk`p?q4s9BS-W!C#6?%H)X2CQ5}^IVcD=
zy=`kqzUveYlOO^DJ$dEFX5i~pAx>Kvciy^S`|*ZAlxn_giN;dUeGvq1U4{Fjp~0qj
z?k!F3e7ZbkDyxUmIQ5*tbMO7U^}uO?h74+NMkjTt%c5H7@Rv`p`HK_tHbzfnnPZ-Y
z4Vag=BK#fyQ)Yf<+1>S{j3PSCwSh$vljzW*<KaY({CFo6QUIjv_<E0JBZCavAFe|v
z*#JPnphGk~xOT&`9&Pu7QnwrR-?B;#<*xD<mfZ9P@FRtK|9Z>s{p1zsxTR*z8I|zs
zdt(}c5xX^%f%uka@rT#V^A|AmryAC+`|~`vS9yHDtNFv}aHi?Xax6nZnad4Zj*PZ-
zvpKb&Pu??!FPeIzJ&~uQ<vt45inqZ)Kr-*ugcMk^(oFbi5g{1skWHNUd-jVNe)9HQ
zb?V`vpo7VyKp(S|i|`q6i0Bh2%v@vTU}FhiWP0M55n`v!xxT&4Ec9agl9rcr^8URf
zi5=CoJ9VK|PQRGgH%^RP8LE_~qD(d;p6oDj$(K}RJk*rD9@?(5x!uW0_&D`8+d5&8
z?Fn|A->t?FtFj2WH~+Ppia@76=|KM{#l{!PQt-6F5iD@iku_+iWf>%)8OM{b`eVf@
z$z(uT4BF&<`XmI0vl?x4l{W?q^cwb>QXx=%XZOKJmerV<dKV6$b=`OQyZcJgn6PGH
ztjs9%hc(TsqAP9mJk)ZOW@v~bE<>QH`(W~kr{)us1|#R6MUL}{ntgjXuvjSnpq$&T
z4XyFW6i4Pgp#+veKTT)DULydStbtD^aT(hEX7A!;fV0Lb<bdkCI-*S_G%8$~4V7dJ
zHr%xzM!2C^oQa`?-`}x@OSc5i&qq&_I~@V*M^^5!%gqH2H{TbEiB7-qW}sUaJddO)
z%!}DL`fB)sk;CKm{rc+Po~1RP9J7m^=y(@BF%D5kL1$c5890psWpi64%AU(MtRKjK
zhzn|at;c=XYu$&Zc$a{B`;wS2HL+qol#GxG7auzsXYd!8g|kNO0JIRRurs;i{y(2e
zd}ii@745fR!Ok5w<|LygF^~Ko_)6fm%zZ?2H`Z)C3yEYh_^js|-=b|&Z#P>j+lXXm
z&{Q3eL1D(=J<|<_mabK2sCKsNV(IdM6$5~ZI=9_jqIAt}$Yr8&d4Nc2YilDBzuf`|
zKq9HX>z2p6XCf-SwONC#S$g<=>G3~T!mXPoCt5d0=XEPjB-3Kp5#5^kPX{M$P;U+H
zYi0U!N58xb{?6AB1+n=|R!&l`_yQyy-}>;;7zMSAQq^7ZM$=f<aMx)X&oFuZg{}>U
z&Q-hC9lP$G$^|D6V!|Wi1ITH1au7=WW@N>-ToQl$op<|W(f%cKrvr>P%r&|0uUvY{
z;p14cn+qsAUP`3Rp1%@3u8ieg>q}{e7AQ`5k1Szo&$vsMU%FyC;#)$HZVAWs!NNuj
zG5gI%{m3UJ^6%5aMoZ*$Ig#>6zcQ>i7+l95@!3N<v`il`u5efZt!Egjb|)vN=7Sdw
z4%<2@AMX60Z#+>|sPx|uRIL!F{Oc`c_XK8@Fp0(qG?&NLEYl~&#r}Qf<)pPMOnD0`
zBWP3Z=J3|Vuy;4soq0*2>*H##vp;q7*$^y3J6V7Tt5h1`55|j=-B}QNJ>)-7&?<u^
za{BWNOXxG;Hxm0=1PF4i5#(n4&%Wt#f16)Rcv!xgkbnR5g85GKmrxCw`TS4M?tM9Q
zh~P5{VQRjL%&aUTd!a}OW?Elm&AahWwV1TleXlN+3G*wLr|ED5uBn|9f<WbN#5+4n
zaO#cxqlKS{^TP0UN`Qmza6yjH^DI?$#q=cg9}nn(Qbv611}>@M{V?r+6?Z9J$_Vsl
zB+l(*P=M?M(V4-Wj`XS7^7zV1hP3VEeGI`7UxgP(-H>>~k|}0=X5G(6WnO+GSf9d(
zNRN$`>92Q?gr*m_(2gn6DmsL=ny}$PP;~>%af3MT?VE<KxSYR(B`Vj-022pc9&I43
zmq<JFgOHLCO&3|7$%nrWrqYL%9((53f7%EFEomRhI_NFHej5c7-vOBXfkknarDp?Z
zNGsrt+7#$Q&l}NBs2<C&5IIBZm2iC*s3*6fMKg4k;({I%V*O}p85kp33>}tioMs}Y
zGcON0pk+t%SeB*SAp;4@HVY!_8WNusy|n=y=~7Li$A=mdOba1^tw0+b0nr(&+>i!v
z6z8q7D>d)}JWo&T@6s^wIzFTRcJeivGpJW=)vIrKO%Z>O9^?aM__}DkZ0@Psx12ou
z!LAs-{Fleniyx-aT`C-9u0t`?i;PUI%J$!_4Ivob|Bc1`kKj<%!QitMMf__g%j~)|
zr2F*_7^0QAabz%BVrFK_K{8Y9@f9cfk;zN@;|tjdV*l=z{c&UKovVl*<~735_#B<k
z=F@Ns-1pVNZ8-{+E>CTzV+`}VmiObF+hq0rX0+bY<sA5LfNcnqky$JUTi+Mg<gx#g
zT=~?j!tZ-b#JE}V!8mj>*N~UE=GUQrL6fv2A{u6Qr8>*1t4TA*)pqZ{&sL$E>}v4;
z=$<m~oA~qRPq_&2-pFh?*F&3&4rBx2<CpQP*6ZH8zChnP04`_8rIaysKTNuMf!_2D
zZ4o@&7(UxFyZQ#tPZ7MA#`u*$?S%>yOj=TWqz$q5PLTIsL&xRNRLq9{sl`_yFLgtC
zue9A}1{5OwlKi}t0ltF8q1jowoAlxD_Ng}<uj!QP{|^G);IX&n`?8TB)<Dakn_fMa
zBhLG8XJFM+^?cI7q+uXS-@{J~D3IpuJT$xB&U@eXIm3%KDG3y5a8_HIZb0{1gtuAO
zzmvwIlUg?_T<(VmDSPpNtf$pARpSSq%pN`BlYZ|5d62|KX%Wh+-lGc=n7eRiP`fp6
zy|_Vo%k#K)G`v)1`h{DaaT%yL0ojbj)t(%cYB``oG_%NL%Ol=?zVRoxZM(V#X%{1C
zwzIu0@61h149sETfp|ZLI}mq6=D8(CJpDZ&BbqXze)y!l#DVlBGqTtaf?7RK0Ljra
zAEsYIr#G6zk?}eJt;1}6Y#<D6Z$*E&=&cigo<i%DRIwXSy0rgH7YDJ(DOO2zigtYI
z7+@OwwnMC%4=xVtVql;r?!NsL60nknUpwM~83mTi$2B&CVZu~y4YTO<HnjSOh(RP7
z*k&yy7a)oW;>{wIj}SC){&{%^#okAG2y&v#)W3%|XA44*q-(ED_0Xo|-dUu+rHVN<
zp;R*9hxMOoaL8d4UV@cImjj;+B&@&-QfESdaXOW9gUc~Ih%Js4i4u4omntHxt0Gsd
zn5`F=f*`4__I17E;~S<e8r8qmYQ1GK{f+`gje(!1Wa%j`e+t7Wi$tL_PBm0$tXwf)
zSLwrVny5g}{>HUsXJY(QuwFv%d3Wd@E?baOO~X@Pzif>4fn53UACUJ(oE~}0LxDXL
zANs-a3y_##KE|K=1MN^o(|C5qS>V7&yToADXW$Uszjagv^H`WAFx1vVya0qZ*w#`2
z3b*4j{Y~21r8QTvHvr&5`)QW=2wCXl0e^xfgh0zlGuTiJD`f!34}HI7UsBWFv6Acp
z$UuN<fp2F8AOyiU@%p#_jr$;qp8^4d*n5tNfyH)4kf-E<#q{wGcAL+X4dZ)@ZC#4<
zqJqHNtU$s1o)qUTR%~neHW5=zg*U&%<qnLh8?q6@NllSNTM78i(bT$bcIwpR?4J-j
zTD}3uNcizsIZ}1F$%AB>&2?lEGKG=2JHfwV6^Ny?iM5NdAwk{nmIQ1aj<K;%4aI&+
z<34AM;w8@M-03D+KVRCjjbd#-zrfVhRl6}VC|xGZh>L#>lfuzJT;D#g$PsR~FNaMo
zoY#Y|wMn+mvkA<!KjXQ65oAmVjzP*>%-35tx7Y<(FkMU$CNCgbyBF|c#6~--1-^my
z_AFdnwjJZ|mNjYupt0Tb*nz~N)~|q@eCSsb_?WN2{NU0>^}GTgV^X>DK+^{$q;l@X
z-~tLHdB_1RiCw|21@NTDif`@Ik=Hi=TfLKzm{<wBH0ok#;8DOO09piPB_pax{Ezma
zWxE236?W(ZXck(w1^IAy?{Q>Y`}O~II{5)|JaDVLfj+ZetLlC-%qOM{nnIoQxTcs&
z%W+lNY+c?D98dZ}R+f5oemDO~X}3RlBVVx2Ss^M}h+v0_+Fx<j(=HKVV8VvsnIAx#
z`)&rCpk9&pz9Mh2n2@k<9N|l1CB~?GlsTVAW!t|b0wx^QcTZV8Mg7z-B#Zh}fSIXT
z*UdYRNO2W|WQnB_4K}5|sUtOlRoxoQ518oU6%`6h<svjSzL-XHP!>$mWlioB!k?Wx
zh2q39WwmD)Qo6b~-eDDM7b)|vKCK=bnA9P}b$wEX%PrKE)6`9@N8N_W@C}PcZE#PH
z#DpVW{+j#N<q0dJ@-@#WW%KY|eU2_N$&Gs3plP`vNv4GJI}Z@Z1D0U(y}3rf2YBt-
zF(}T))5jL}|03#ZO@lR75cMyBycT2<Dy@1K8?5BZYF~+Z_2|Bl1H(BogFf6^GGlBm
zM$HK(HfSOxI<FhkFsg505UO9ocITy)*A?J<lsf31z!4AAjn;tcScb7tp)H?kYpWr=
ziw2zV@T|aCV-1vdb|p?LvgOH5;~$5U!;fn(X;S9jCh8c>xK2o;nv^pnB4f%QpntEY
z@^?N2$+IUKYuXu3`jt`#GDUafsTXK+SpuF^JsqX?!8CG|A`d>cNxG-;ohp&jvA?qZ
z(Ej`)d|YNmgiA*L%UoUbU$8Q&#jaZC;X}C>-jdcTTKf9^UmtvuWt^@sdrVprb&sZp
z-{yCS{Be<%xsg6%YrLFcz|$z<UqC$P{Dl^)3M&^E5}>Zw!2v71NWX-&6EnGIs;uW}
zk(k<>1lSE_L9;(E{8{Nco?^VvWffvs-=52yXJ?GCke@id;$U3(?1^{14J>))wNv}k
zfy#bFM0SGf{0ro>=q*-ydV)D`a#>_XB<~Xg_Yp>4xu5}SIRUC?>k+$JvEI<=s8E)$
zOduQR08oZ59eKv4_Vh06&Y*dnPza$Z{!3zxjKpXw3!o}v!hX|oc~}8I7z}Y2?)|&5
z+4yNtIFF1}02mMIs{mG&zEttpKay{gTkxzN;$Dj)(0INxC4>fggBL5{=h1&q{cL8<
zXUgWYyZyA_`R{>zxk#3_owC{kueXWVxe+=Fcx176_vgnSperdDVXb^B7dF@GZKsj)
zQow&E+wlQ*RbgZ8V)oys44c_k%L)4uJ7grIlQXzlIJg>mF)j|Dy~dw-y~=pl7vc0n
zX#D90uC~Fiyw7tA2IJXVM%LCE1)rXg3fl_-zm2m-44<!F>hl_f>jbm)st@)j91UkX
z*6?XtCGBDsWG=T`sS*uwHP2VClS=~DEZOLJaz?US@d=4x23z^<L;kwD+3gh%20Frs
z?m(O_EQj)aQ45lh3?Eo@o->s2Eod<>c@J57fJZ8T^C+|5UXU8S!v!s_a$N@&6C?*e
zHvP4O6+gx<rb5&NFi8UOAf~8$UD<gi+=!EG>7@Bevia=C%O!fIClGH&8{aP$z+)3=
zTFx+d=lu_BOYrQcy=uctQV%Q-5P0kl=}ffI03cHQz$8HT8)v^VV*9C{hSU+q$I(uU
zJnG4jrf%PSR046yoEJX|Srek<GDm$w_b>Ui(v^Nq^+P&N$%6%wrmSp7ggct5diOr_
zgzMxYl(mKjhc>f6|LmOJ`}pkW+XEKP1XisKh2sqhqV+l*b6rmCfYv4xJ#Ug*ia}sy
zN#w8SXX8{&*qf61e&gjn_yl!@9r2(pr_YT*h?-kdgJtiF7)9bELc?j#Utz(rKD6-v
zWLHcny>09)8Irb#IEmzI$R4*R6T>o`m9e)te_O+ZYcpckhDm~jhkKC_h<DyTkxI*I
zo!ry^qp;yeaNYd1+r-B==^8(b-}s`~G_fZggJwzF*hmuxP5cQ0;vc|{KBMU-&}y-O
z>;Y#tKoT(dzW$a4$}c+b1#`0Ju!jv`l^&Ak?|7b|X>t8k&%R^Sf!v2y`;zXvumk3G
z2||nzWN;aMWYGC7vh#pl9KJ+gI9NV8kBtl|=uWS@00;m(?XJo5S9K7*f=M-cp0O<E
znDFzbCYW%PM(8#U&L--dSisy{8N8Xzuk9a6uZ3d0&GWbgT@-`(t%geY7WMn9l*@o>
zlCnrTD<!Emr<je;33-I?Wi#hUpjwN8om*a7McmI%nc2F<wxw4QDi3|A-)J&v>w;Q&
zYE|WOI5OTa@p)ENE|(_r4x)xhmCDagwYcR`gU3Sm?8_tI%P=lb|K4JLmx`er$ept7
zSaeOspA*0pe<mN!{mA&^2(zoN##n5f>^`pUQV_+TeY?F~_Nrsf(*A(GZ4pD$fKsk?
zoxV+&GDmU>=%;*zH(3gNf_Wn--&NF#^5@eC{9+rLU1MH}tf4|+@RDExG#>~$;P<oj
zxf*5q@v>t5@UN6f4hYhqOG2RzR7pHQas!JQ52~QuLB%bgRji@^iumv20vN>aL0!54
zeID$XLKm@Uvn=3KN95%H|3uaxa6Z9SLZBah4CVsYCCofNfBsBTuIb7u`msX;#fru*
z0_Ej%-TUGXMMa>Dy7YJ#5q2V9DM8>AL_uW`_l$2x6LGv6BnyPs2Hj1fS+Zz2m2<F8
zg37S=VfAr7Swhs!^p>?RcVOcjpZ(a!&Of8wR=oE;23*vW-ylqAn&iv$2PZ3O^4nTV
zpRlQ?#YN3CSdTl3Gx&~0jZcf?>*Nn16ZHJXr&U|bStee{rCUjD3y^b@<3|$`;}I&(
z1UM$(Utg3V(|E^<=V5Z)E)k`z%*b`ta8p;5XK-M>Abaq~X8APLy{V3lee1RUA6Zr3
zTE}+MOD{I<;iqnr#&F9?uIQ&J8NaU$&nst3!!wGLazU&ZTQiczyDDadmNZ6~0#obN
z)k9`;rl9+i>aZ&TqFH<<J0>;*M0L;X{4iwxK@Q;XbQb3tCS)ye0<-&-JDa|}R5&n{
zYbExKDjFbW_WNPoZuhAQy{^ok9?V|vzX$hP$pXT5qcC*O?6H~Iy!|wMr!3yh_(LZI
zLly{EeH3X2wG<6gN=r*4xtS!cOKY%n4BxVWv9T`jDUy#nrE7A)VMl|+DdhjNs|*Ni
z__6{9y7*yX*G~69W($mE(BU9pBA|Dh06iLZOU*qMjOR>HC3^c08*E`t2uQG_5!v3U
z`j*s^n3jtR@=x+bEHZqU*FJg!8vU#<<6fY*hN;w9O|rK}s0UR+9@Gw`y&f(i`tcGQ
zLH=~(HnOf$xY#($?+!c0YH_$7W!`cyy~m0+44gEcdHMX{)nkj7!GVqBgt~pyV0K^Z
zrnoKe;t$=|lhzv!T=T)X7BoLM)ARZsOK+AcNZP3$tCcFH0>@rD8izcvmi4PUgT-T3
zf&Va-8g6Dz#~QpsCZ#FEGXSl}D(M~<f2>%k!fQt4Q*sd|Ccrg3i9Hs8@Srx#7_7uf
zjT(V70TxWXA^}vGh3`Fba_SLmTL+sCtGh?Ufmpd5N;!2^in$OzhYn_GQ&y1j79>BQ
zG*;rV*;RHj{`B>1nc=Djyk^8FHkpm*TYb?%kDkE+3L7A&YHV57VoJ-(IxQ;s(I29L
z>0WH$^r|Q=Axt~vfYJ}Uq|zY&@NX;g${OLqiTH-|kN$v@-2@q!JMFKVpK}&yfOmew
zAWGDvaLvHLthb%$LDcZ-3h?}v9=zP6i>tuQ+a)TAU1=crdOb!=fJ%o9FZe4K;WQyO
z3_q`NCUD{~^Y}F|Rdtc#;;5+5JihjE^!CE{M`b)l?leZ99aq2De_Y%zyy`*yqVI71
z<N8I|N9D-uz2$V1lrA#QtZ8eoV0c5C`Ln(-*}tC{nvtm;eb_<R#i13!-WEIyR{Zja
zP6AF=Hc+Z1xwC+p2X0TOVdwjMR-G#WL@OpPHfS!bC96J>vur;|N*D<e>#=7eU>;C;
zKB>iop*HRMU>Q9b@q=yysMyUXvtMFqoJxv{o&q!z?F(_D8;5;DV`F14Q3tPp0|Js9
zcm)wB1wlGMOys(A=Q-Lhb$f}1ybii;Aa81b&;(HZv^QPJUT2-E1z|3|WH=raoVeGP
zJ2tQ-WV&K$lzLXPb|O7+4yWWlp$?StD;=Eq=*edG`{p6lbSZ0ZfAfdN{H@o7cm)o6
z+>)xnekC6*S|~^!$uc9Zp~%>2=^t-_H7uA_rRWw`^LLMNgPq#rJehoq2?wFaJZ@i)
zj;Ci%7s@BIj}8tJ?(R1IZB9PvlUy&nJ^Z(~xyXCpX(oEqJBH-gllTI?574xnBHfC%
z=9D(7f3+~TG4L>|#{8yHf(^E{C|LpAyzZ?rio(aE_cX{90DC(LISXJXVzCR_oTvF;
zyDoMJ8(3%wmHI9B`Zb^vU|}ZHd2jXgZIeP7csQuXoni&Mqw8R^lkXDP0I2n|<jtVU
z1?rSI^CMCq>Sz|abRaksbgbZR2LN<DYN$a&T_XH=Fv4B2X}vA-)Or@DAmTuUB;+{R
z2Al3#_Qp0qsB+q5zj!!yJo!{If8nNjy^uWb)%Ovv8t&^_J2p$RUo=NZpJQDUOMeH7
zJ=Sen8SOZfVFVyWpe)}pBJB5f?0ov_=>~?s-whoyon)MMUwKpzAOGU(sj^W=;{}>8
z)N4f_mFRFLFh)@JCwHq>MuuLH3#yqqeoJb*nsdJSkiOwM;*sFjV~(jNFCvw{yGuO5
za@cgj@bZBLnO97&-FOjpLM+JU>vYa#suokf1HCUx`VJM?T!3)sRcn$B@CdY6p5F{3
zf57UYW3LLa{@4kjPvrEnWr8Ds4R6X^pj!;CWftp3Q274&_!^gqz#LLb3wFeG%yLVh
zXes_Tr2rq(S?1MQW?jtIks^LWOx~zIM13r7)&f2_EJt)nXc=TONYX!pPx#+q;e%(;
zMe!JZ#m$!u_r$g5zky=6LiXEG(@^V_2-SF<;xK9TOA}mwW#Nvf)%ecQowZp0*6?-i
zH`(#ab#X9dg)bLE<_)qFprFwF-hX%!N#pekM}n5y(n9?f4r+^C1(6+h15cYsdj^~c
zVN!QcxWyZmHyn2A)5^dOqpVysgyR31j_XH(B$D0XIWbs@Z<`VSEAME0NrV61B%tt9
zM%;J*^@D4OR*?P>z+u+k@fDR1{*jR8H|bCSc8VCn|EQ9wo)TM<tA_+4$PEu+ugf4z
z4yQlrmjIF($~G9kOjJK7!ZgERDY)SEB=j}S9ZUzdUS#LcLH)&UJF;p{keUF+O80sF
z@F{GQ>;%4>JCTIJ!Q<sR;#y!XMZ>Dg?y`QJ1ORBkXecy+$Xygx^#T->WsI|;p&|9d
z2X0tzL4V@*84DIJl$tcWgJ|9U*11pg2O}svujF7AOzpfk&Ai>%(mNdePuUL?@8QKW
zhxhf}YV%<zW4OBKu9Tc@a1a@Ozpsyf-!MOz;`sC6((a4o{2$SJ{sT5Of@9^o=HayX
z2R<H|S=tL9%V`Jf_3#QFGgSMpd<ky%@A1MmZ)s)S{o6zR^fAye?^d9UFro>}u#i^!
zD+jlkXb)%C**ltLc_rwJ*cGxDTiGa_hP*`>ZAOBOXHUhaNwARDT9G}ii%;}#;2XhZ
z#mmbZ)UMhRHoMCt`5(cd1?>uf;JS8p0nmO!DItysWdj=dmDkCbY?0rJ6M<l(hL;)E
z%aMN2<AxnqrRh2nR9ssc#d=_NnNlll*7Dlxgc=Q<ZbHX3yM!3q_f9~p;b+!2s$sqa
z9ZO06b<S=N01`-4Ou`Vj*pF)+=>Qo7%RL=A%%}s&Z{}Dn#fa}Rii@Wj?fo-zw;5YP
z;?Upr<yV#It^2KRXf(yi&C~Ma)6HKQWjuW<Yt0;My34=!`(mu^XfH&nM}R`Z@7Z?w
zvkP`a9p74?Ff7B%6(9{}gin(?j*~vAP?)&Z%9TNd`gKfdL$>qPiHWGy_)dZM)|2Kn
z9ev+745>|TB91@505Z_s!7$s!8q@QJrpeAGqYSHdt-ZBzk@;`pLi2xegS-%=8bv?Y
z^R(s3yrkwY+YG(?2sj8GB<W2(Bfka(ojf%sh4eu$qcneB6t1y5HA+}8>%f^4TRQL^
zWEySTSpY=s3I=t0o*g={WSDCcc<*RO(&zO=Z?!_Lg|-Q}N`d<W0QPl}&pkcGV432s
z{vvYe?HxyGw{rl_xT`V^{XJMXp9(Wb)!J5o9t9MS-hKwJ)o6e1Cr<!&&9WIorho(o
zDWLDWARMKRX*r=J#8qsWBy}L>e4zCUK5JI=XT5t$K2P{?0TINi7>OiYgc@O{<`wnB
zhll@izb0zYlm+3u8c&gW$;F6nUy6(*7sO{rYVHExJ!d|$Id`Yx{N%9<jkK6_pBq;M
z)(1`IaPt|0QFw(AqzBq1=Y(W-FQ;YPRzu0i@0hQZKAR`!e8-CVY2uf)Yny(`O<gH*
zq@^DDJnp>5*D~#XOzqy|pJpkwEErTF@{qxirzNT;%vV&qrcxOili?DDo0=Mg6{JD-
zXuYPFwurYi4iP%6W~YzO1iq9i1aV934G|!10zwZk8t9&q>x0f~z0+Atbt*ZcZ3OXv
zvRJ9U{T+`CSWyH^3{3n$B81QJaoJeiO(Zz%Z3JQ7LS8En%Q}B9Q44s0n9Pgq=S~E}
zM8UEUf_HAi!}@MdeGAlZm}k|krP3*Tc!)qbg7)b+-Fe{72=YY%n4n>#A7fmcWWA}Z
z&iAx!<-0bgo|UzR0&xPYHZ_s>)8p*pcCI0DcK+Zl+bd>Ia~p~{uTC55^asJ!zFzDM
z-iIW6|2FnkjJ<yNMKEElyWk6uMRkE;sjxbHcNYg0A4z!rC1FIDnx-k>Vl0&}ckdm)
z4&ipUF#q=*aZK8<)iwK<iugFh*E^XWVjK(kXlU-@LFkzk2%}C)AIxy=$ivmFkEfc?
zm)$4}qL|Lo;xUx#t+?jWM+M90f-GmQK}rhh);bf%nRF>*3y*Sv9NYmGhfC=uQejIX
z^I^OA_3t)+&dGphQ#n~GDn84Z-}**ep7q)(E@_*CaPIilBy5XCv1TKiZibL>V<V~&
z1OG+mvEM4Qsir27Y3+x6H|Kv_$$x>)0m@VR$D07))_k6)5ZAsa&BQr??}>^;ZGbVc
z)^t@HuE0XL24F!k3Ga#&!mGUV$Ex!_NElTxH>rzhcsVb13#UCykF6Yd)=W(1+H`Mj
z!0qn<#sYB90CXIzrcT4rBIbVzhE!+_E%D<EOy^jTqAV^5z|BGEz7p1(z&anr49{)b
z0&Gorj$3?x^_~wo|9!z>&cF3~U4+PTXE(1Q|N6zdPkDV3w$hf^+hZ5czUE!^&%Nzd
zdi4D2s{ifYq0~mB?0OLQP)AIoM@4DF=G3f-o58pV`SjG=a{E1#%3MD`!43boxoOtn
z^O^H=OI=)6;-?ekQa+jE%g7r{^#>WL$>MwClE1$G++vJCxCup8YH&{MSmq2eE>_$K
z>o-0aeRq<oTh@^iBxZ=`RzvJugV^0<TyhFvmElo*eFyH@8l2sX3~>eIjTe}4tDL4<
zq-WPduMLdUAr!(3kM)X$<!3)eH@EH_O~hnQ?mhoIv>5bRgz-EOcEQ2qqeuA%E8Dnq
z9vg087zRsFII*I%eDD{8v_Un8F}iS#XnlLCxCxAu6dKXvBstujXPL`QvW3G3N1^j^
z$S)_XOpIBN4&gFR(|q3C2g?Njln~ImAT=BHy-FR#1-Nd&ufZxq?xChLf*avCz9XmC
z$#Iu;vuo^sInDX4&wt*w?WN41w_u<b;P9KvwvFkL1;f=FLd1~qTRah#*uzi=Or{SQ
zJ!Do_om$)d)s@6(2_fCx;(am~TFa%Jz*%JoA^1q`V)sWs@(ZG`%fnUz>s{C^@UiKV
zo8EUpMYa82sQRnkGvS!#4ecpzIxnAbW<8mE8V*pR-LgG48rdp%v0)%8QYtUFslzrM
z<}T{wny`5C$&&y0{h(4Vlh{=4z*H6AM;<*ZY?WX{<WkvWjLWdyKY~ZtDO<R1HL@Ob
z3RTHE&kM4+Yna4RkXV&W1#BKsGsj>3Prp3xQ$gL1e711es@xHq(_<sZZgpSPdj|n#
zF%oR-ofiDDq~S=b9fn7dijq1?Lc~`NVLIfy)^|J`Vqn*!aTz^x)8$b`24>zh=DPv`
z*m2?6-O3mYiY5MeD~=Wq-L)JrOia>)WPyir|7PxfizeRhvnkH$e|$_%dtrx@?=#m@
z73Q@c83k*WpySW~R?B_SP_T8j6wtRI$RL7F3d6Auc(GNO*i5}RN9Az-1Fd%n=4;(x
zPyxci<you|WrjgOUeS4@1Cv40iZOcA3SNT%g#t-~WYgLea{7uG@GfEyO;uY@0n8Pk
zkYI-$=@-6^UJf?4X9I(O&I7L$#D?}xs-0I=(GGl{i)WIGlL2b3cWsxRIgzw5Dr?Y0
zGe!W(=fN`eN$r1cmRbur3Hs&#+it4-`a6p@=8HQ{vyX1qhZEs|Yh1GI_22kY0`@gL
zDkfh#3kF!OYKiK55!oU04r02TS7fk-4F)~0wr~TKO?D89F;WByI<MRx4bRlT8byts
zO5Bib*`Zhos)zfOU&&K#&vsd~tx}|XN!{G3zYNwV;j?G+_Q<ElhgfZ&8&SV}6QZpk
z=P^?IcAIjxII5vJ_kFI;KZ4P)9Kn_1=@(@*OYA>${0jK(%U2MWqtB9_UDqKdK@PZo
zzw|co`D!k*VY`8CEaR2#Z9z}qt&<%T<mbom@=hgCvph&st!w2hJwgVPLMBnC{j1V(
zddy;x@3P+7T-g3M{?TeK`G88qleY44)QwC}KeUYpfa9<r4Y$SY@(%@?vx{bhLP#FH
zfaN}{^~L!i0hm-Y6dBDqL;w9x)t@(ilMCxNH%m_c%$95Kka_(_f_q(7-hzZoL1lu#
z71o%6C6hx$<izit7$SO}w;q;c{<%1rKY*>t9Imra9s@~)^rOY$`2`3H{Lg=;NiuwW
zuT2&V=tEsSJ=c~Y<e*Ig>^7<b#pm+;Pl;8}8$s>fB!OQ9w(Tk^RN;OtP>8gdc+B=D
z`ZlC-FnATDF5v9Or#N>#W=|Im*`qg79F6$v(@fJPYMg`hNugtKs^a^$NdNJVnt#6q
zNDL^(ED5{Zr?Qm`Ugy~)Jq{2PPgJ%P{{fCpN|ddmY2^HPNY^{rKYh6sG08z)Q{$(O
zJe%Pm<PL=libKf_nHi<3RR{!i=*X|z;io{4(J7f<el;fjkXMx_LN-%!LK;vz@S<>T
z=YL)+oGa2ux04IMRVtC-z;5xe>43oD18ZGAb#@lU6Xf8|$jR!#*(*VJ^ZptpTULn|
zQe<xokeacjruHL;h}5e09mmZf&Hwq?2KdK`NG#0P+%xt1x9W4%d@^>P<Z~!^o7Yg@
z$43eVLjWm8qPMPtZya(#Z-BJV#mkEZ{?Wo}^v2kojd~YRT8Wbx7h});XS5G~vC7Nu
zHebkC_oa7vJn;U$uasG_^`;@<@o*n(+T?kct@VC_4zNAoRdH`1vZ-eoJe@^NgZ<_Q
zSg=Vyh;G*x#XtoTR5pp;L<mXk^opB~N{6E9U`FO$w3kbh@Vz)PfQS$p8P@YIviKRz
zS#W6lJ1NJWtqu<J%x@2_-k@dm8wUT5?q>L`KY=54a9jEncUcFCK|iDS>$?my|Ab<w
zfAQI?1az#glj+~504uqT*<Yc8rNJWg+bPXHM0>|S*1O5$eZG4MPF@Vh1aMkB*wLP%
z_a(yi|Msn1fQUiuGT|Qo%59?8-6fTUId_f1J!i1L+u>Z$D6|Ane-A?l<|HTN>8Wz$
zWeuu^T_d~Q!BRb0Jrt%$&a9JMv!c7XCG^@7|8^O^7OSFF9D$ostlGIFPp!O8aBrG|
z+A#IMCShWQzEG{!X6ygP>aol?zAV;b3qP`ubi}E8pgc{whqZrV7L8+$5o{$$n_JQv
zEHoR%I~`CmIV_$^@b~Y8-yF^hg~6;d0#X`jR!TPN2#boX{re$~ezRDyBJ`Csw{Xxz
z77<5QMEI)}q|&jlI|UgT8n+62Uy@-N6dyD4ID`=XolsiALW49*;bbnlhu_L+eCXn4
zEPSZoh^jZno3;n-9gs1h?fbqf$IUJ1#m27~dSOTdb{mA_CvseD*dVY1>$|nqzx-}?
z5(A!7HX!ZMkoOTAVFEp96C>JkW|i(>F>$@240uIdJM-t|?pGJg_gAZTGv1uu?+SgM
zLsGNeN3Hp9oJ77|XRgtF(Q#Ooy;ZeRBE)&m6I&-|xAB*b1qpU^M9tRER?!!IS;bV#
zt(H2CN4$fC969<*$9TV(>~K5`D6lbI_HDk5@p3#i4W*5FI<($H;<ke8=`1f<ACO_C
z6IjamI;KCrx*mK-nl)nNixukf`mY*T9`jJQnNulXrt9bAvBvhst0`-0v|E4bYUF9x
zp}sIr`N~A?&6MJ0p0;T76=_V&zaBrh;l5{$N)<`vO`VImQhJB<mPyd298T-SsF6IA
z`oMZq<yRMr=~m@E8^hn%e)hjd%owWmQO#%V$f~|P%+F$E$tC9CPo^BCbQQWUP?%Er
z>#^-iM<qN=T<rbau)AW>9~)}bBNg8+6!dW*OqDQ<J_q~#HxXNLg8k%O{dsmnlAc(y
zPP^jp%#1pStkls3?`b`a(YYsBwp!qzMs?}Opc3b)z|5z_hSA%5vGu&Sm&;WYr#9fA
z0jubUn;EIxb{qstrNF*``i-}61JN8?J%fi{wgA@Tdp|{4%<aEbslzH<ASh~0q(~Nh
z_`obFdEuAD!hl-{Ipwn;^wxKnn!|$132=sLNnB#<6v|=~*_9!6Ec>aeuzjCT#7B?>
z4Zp?Pt!g%It0ro0alIf(b3WG*O@&MKcfZ_}wlkID`-u>(tuBVcY)v(0`__Erwb}VB
zTvX7`$bDCdD?De;FqdUj6#Jg3Te6_nEtVsGw@p3OPb|t~)USHXHxn@koc+jEIm(=I
ziFDE;#|HMdl`#5J4(^O>o}Sr^Fuykw4lvVqCywd3Y9fE|K$USKn4OFK{4}tlFh4#y
zRY}Gg=f1Th%MQ-aE$VAXN~4a0$FLnMTI21<LdsiQ1H;z5xbjBgy{Fy5MGj8R;qIbu
zySFjc6<3h%M^8jA&#zbV5doo)q~?~vUnx?OHf#@@9ztR*OS{3v7Zl+NIeFIk12ZG)
z{A94Dtk2rzYqQ$Gg<}{2BXtDgI8<Qj==D^nqnz8hcWq^3RhmeqFAagAmw7**_sc3C
zQo>N!I|0_CHh<-rZf6c;PZQ%x%+t@Q=)I7<yaLx~!6yr?;)W|dG5MK)%N}Y54G;xp
zL{Lyj&(6-ic(y#v9i?0ypka_Y65!nE+Q=&{jjH}B5&4R>ujI-*u`u&Z$}7>n@p-T4
zbiFjuB+<(%%tYi{tklN1fTeqA4HIyo)AgHO-+RCH6f{=FGte6e<cZzrVEKUjW2GP5
zti)1`E8;=?@uk9pFRx-_g&6K4KYGA4<j+v01<7&vJrZ~BBqJdN%Z{Sr6ag87p0tZ4
z7wqO+>+HPg^n+f(&mZscv+3+{-t8^6T7Tm3Q<)%}7KQ1ma$ADnNqoi#oA}{@{MDzu
z|1pbqYQ8H^ZzmLwLXoi8yd=_jw3Gd1N-flK9JltPyVKsueIny%_J%9P_ikI6?r)-e
z^e|OL9sQ!OStbN(<9T~rQP*5xvxu`S-129JtZDG{a+gIVMEQak*LCa(`&J^c@G@DX
zbw83f-&5wPdhUU|elpt?tLC$C^lOflOETPV;l_11>%h_qL2`I7Z#BZj0ZF3L-`Vmp
zFLR2n@;)sLP!1bC2$gQIs3{WpAOvtvv3lfcl4!U+b>pv;9B<%8<opKt;uVB**<5Es
zLU6!Siuj0Q2eSd#5keenm6NV%QAr8AGnfn&`mG4r-UdXkty!a+ig1p!p68jqF_Wn1
z-h?E2$<#8xHuL9yS^|k&uDnlR>0vLH)<vjOCDn!Sh@{Ma>y%Wf9bYE;86#>W_v!12
zj00^ZBr$K=k$;XSYTe&_FE6Pnu}V`BmFA~POc`%wW%ni7t2)L|E3VAMN2=VZ;&1&8
zJi*Z{x_5HN+pR`?tVZ+J<T0oG{1x`iIUT>6nEWnESt{u7r6)}*)m5e|%h6;{SqD7Q
zsB1D+^RC_B1?ynjU^ib@U5}<tb~snO?r%>PhpDAJhmy#r{EGbRd1Y>r%FH1uEFMgs
z{reTNFY05F7c%lPj9OHhs0t5{OZ<V2P3&}nlF=#e;i7XB1dTKgf@K}gTzzcWk!r?V
zNr!B=?#jLCV&BNrbB%5LzJ5RiL+Yp^ENTK)JcJC;mi8FYf4CzyHl?;X+1dUZu#u<E
zTGO4cxVM<c>{FBu%aYaFk>}&)H<G_HD&Ho)9w6;PS+wn)aFq60{BP&4@@ZH)R`5Js
z{R;^2!c&NmJe~+DqY9S?bLm=~9HGiY%E0(N17nE_Wpm$wWmi-WQz7t}7(wd-6a!~6
z)sr-#tJkJq&fS`3|6LCbzD^6JFRZe7UuwM1Y1x%7ZWB8?$H>wc_x(;|w3*KnNG;M+
zn0b@jk@}0j%<@+0)&8-cMM@FV+Tp<drtHwA*Csu~b15%;lf5fHTHI_0lkYRRgqC(G
z*UbdGJ_r-NOsrj+W|Fkyq14PO4$*$Z;>;LS#2^}h+!j}K47`cRK|10!BKG33;&>Df
zZ?pW>x!%~_+saSi>l<KWPa*u4X|Y0iQlH|PkqH=-DlG0<c26V;NG3+$6J`2*7Q1Xo
zin<ud=5lR(a1r7ALmzghd?`XQ1AWp-QrnN%=axR5Vs52K@T#j~*tWtCJN{Fz8*?2V
zS-*a}U042Aojvp+ECfeCWzJ`>%<J;#IS}Imm2r?ZJgP9PR?J1h5E0-c9O<rzSc!kQ
z8}E4f6z_S=`HGWvYgw!@4LgmvGj)^2++Vi2bYDH9b(<K(4QRRk%d}(oj--N*Bj)|d
zdWpY%?RoimE-Pud?&lsI|MnGkVR{^dOjXR?@HQg~;^%|X6FCimv~M~}bcqA4sW1fq
zFk(=%IjnRFlFi1t`?0ZmgH^|N1Uie$i*n!il3VTU>@FRTh9{3L$p<y;3b;e7KUotz
z8Z{GmIrqlvbWy4F$r+hK`x@%~gSVOXFAd9jiaCA_PLeMbviX>L+G5_k{Vz4LyfN-Q
zgLk46u&IKw&2ri)W7S-ViM?L?8V5RUaz@1~?H&u{XtswPXfC`q!i0qrmTLAKFCAXy
zPtA^Z(A@m%^m5wo?KI9mNjrrnOm&}bw|Drjo}xM_%b#=MFIK#N%o9Z$IWSyC8-5z5
zsL&=}gJ0wjIG&qe6J=x1!5Eh|^S~milk9V1!=(Ohm-R5eV^nfUxkMnTR?@f7@4g*6
zHNW(umETg(-SNGBB}MxTb@#f{ow;#(i(w<T#-A)%O8F7y)wb)-A>q3$t&=+{HlM`4
z2{$)r#m*bSKW=}9()B(!>8tAkY+FvkM|(yINI>|P5zS#QR6RI>kULmf))L}1WkUUZ
zuU6f6$#)m0n#~j-YBSbaU4OI(=cxREk=v;lmfpDj5jQU;U;TnE>`J+6I=?+*DiW_&
z_`A*WPWC8a1~rZ}X0r%J07|<Xk^1AEHrtwiP}aYn1%nz8R#oGx4+6B6sJT6#SyLK#
z3WKyTPQlq%0iO=F5O?-gh%6JD_5iv`MuqDy6^`_dlbaL*yq>J2u?+1&@rwInZkePT
z8R6{z-5pKP`Om?!Z=w?Sn!`i|W=Wafpk@DLuJg<1Va#dn&Qh(~QFof{q~9%9cYWZV
z1N+aF0@O!$9{i<VW*J5v2P{k_C<<55Vq*>#v7BUYEy>@*C@o4VQME)_EuWV+F9I&J
z?WHR7Ua6Y)3gz6lGEtF_9S`fTTT#vST)Xv9ap>%4EpdD$y?EftS@$hZKB4zB(cAlh
zjItgVa^>S_{IAn){VxzKJn@JbPms-7KPgWy4$Js*kNib2MAsK!`6f<tadFvM_`8Bm
z^y-3pztYtjiPs`+ZW4TJ`A8GNGyHXdEx^cr=~q~IFYVA4V|+?xN4{1+izJ(+bo)wr
zcv*ct6}I=w^g+PxjF+r$<1-OezME?JoI{NN1-M@wJI9O>*9L8B&LyHR{{0u-i=*8#
zUVk!lL1$jehD;osf1pQv9d+=c&Zsfy0_muGvx~P&-XF3sx(^?Mc^qULV!}|JY{kIa
z;j@wQf;d8Jf}}B1A5AZ`m>D;*x0CfD$gICL=Ph+Zj-S#BCO1*E_fgPh0O@&f<GB3N
zC+l}Z#0;2g9)GeUXMiKMZR{3KAY92DBW*XA{#*fM4t&y{3=`Tqum}PyK5bzyU`Y^q
zX<U>g^|3n5jsDCQ3XiJ^H3y9UN7GqG1=)4&_K^nZ?(XgskPc}O38lMJ8l<~RN$Kux
zX^`&j?(X`w?-|Fz4`Db2y<_ja*0tu$CRG{6RY{PmPbwp0g!v~#et5oO(P(<s2eldh
z+UqJY?@_Tmqu=V`p3j;@f*geMyK-ScncZOgVDO}2t&60bFY^nrN4kBif3UcnyeyKo
zX0VnqDf$h?lUS|r8~lNfV1w@A?2n#}VoVd6L93*d52)pO+EXT9t;@z|WryxawpN=n
z3i|`8h2yu~9N82|f{O)aaEq<}G+0siBDIj{6j%R(_jty22(OG3hEpyRS+n*^^qTa9
z@Fjh1MgRvK*vH8@NV3Wzg#Sd;CKfb(X^SR~T++*#hm?yMaI)a^+d*l`I+l(wOJPe^
z9?iHqm?fvoiT1^k`m{nFby>@wG(@B90qQxu6wap~*BGIw>r_5_s|R~u(Q5w@-puor
zHjYxS#$x{v0m<zx$q)^~R{>NBLCnDSV_KRsKSNdwflTbU;UN{W2)guW&4&3M+9h>8
zbM64bYx#dcl!DA1;c#UCBjm<|QwBI<0>%Ovb~w2Du~}mQ@1M4!$hG`~#{a8<yThu|
z`(Sb9`T?GTCtU%=czcgl?%+w@7@oab)qecTf`Zfzwb}#_a7u$+lju|$>e;VPV8X$5
z>}&LtOm=oB*u{SSq9akApn%Uu=-u0C^->kqCtn6hY>O556J0Q(){Z&T^AbLuT7i;p
zp>H?RR;hl+D|<q42`iGsw4iZ(*i?5GBl33bP%a-aEI6~<x?x2|ME@O*4o9?nv2F;R
zKf{cXgh|OIgSLjemI)o~STmZ(Bx{WEb4mUBi<{S373`<)HnT}FRQs;vUwbWMVfYhR
zXSYoHID-5>?xp1I)8NE=jbUvsdr*O|UZWHI$l@g42tLvZaf6LU&&_o`l(eohBoKfe
z3c2_hwsn^3Hg8s%Lz6ue5$+2WiLcCaKYjV<@q{!igr6u8>%Hd1)k~?)4JMNF&|}l@
z+WJy4Wl>Uwc}0PQ-@nf#Y7^fA{=(C;*^DD@QGS-RWkj<v>%Le_hJ!1df$2*cH9fqx
ztjfcz$}pa$)rKWPnwGL!)G>G;)E&^RlaQXT&?0z&v}}MUO7z*+ZXkSYE+`uS>5M<c
z!Q{{p0rQfAEsboz0P^UFtX${RX?KEwI4XuVaFXUt&4iNrb{13c@Far?!By$}ye4S6
z{H_2j!M--)@Ayu^<C?cI7R#UDeym|s98fzTG|pJ`ZY^}Y>v?<sTt09D2>btpXtMh$
zg7kypqRN>6dI4i&prin<_Rzq9w8rQYNO<Ko=cjB`U0})$lJSl8UCzy(+_J^}HV9z#
zl_BifbvAZgwgG%M8Otjz^)gq?h7#}b{#_%2pIj7?V;xq1j))q0Z8`H)IiJ6RN+dIw
z(Q8^yxtcG1gm(MSFPv82+n6p=jl*EOC<5ORhCVS#*>F@mFKn&Ssr8)B#Pr9fnFqo=
z*{vIC!7&Mor@R9-Zj7Xy{9e@ni1{%g1nZ4I%HiIgx{v&gdG6yKpN)C^DbcS`ypsvu
z_k_w+BkS0P^S6no2z*Q${P4&rTi)h>96u^0!&cL_`QBT{0nqANWxjmjs+$o8N6Jwd
zG2yHV;&~qZmN<xsKWm)b1Icyv$=Fn@X@c&@V4n*!Z6Rp*X^f`h+>U-;96A-|L&dp5
z5B3!P1a(0c>DHagv1l0c7pOX|9y46etuNcS-afEdG4CU(6>c}|aMMSFI%E9itrhcC
zdULu_-)$2uvWc#;R@p6UQlf>R_eSH85Gyf+WP=Be9qg9W)YQN^BUEd`X{?k3k$=}z
z5zbxI?Ak*7vq8glC5<2Ok{mcuTge0GPyd$8{`MK9?;27QG{id~V<rHEo1TEOgS#iN
z2EeELK-rVYFk*kY*GSFCXaeT%fYLoX-o}&Jr2!QLwolyo;2nK<$AbosXuYl<7t<#)
zK~Whz`2b4)pkRgXhiWiVTma~N_Q^#v>ftF{Q6szky-b`9h(cVT>fO{!wO6Irxq^v_
z&H9$&IG?Mv5WW5!mi)Pkyp<jWgZeGBG_74nv~0Gkkj)gru7@o6(q%~_O*Y_3Y-xcW
zMUHzG!?d?U8FN{eiR5}&?K{Wev06;es?)~D5C&@K?A6XQhn!a%hfnw)sPL92uLvRf
z{Lm@OkdO95x6>bJWXoF<Yr7TyV43T$r0l^#5&ou~R}{ATh-ICMzIkB>g52rPnyP=?
zf=7VqG$z?cx+8Sek5om?6EmkjBV5dkN-l=zy(k&P{`ZJ^Q8I&fEPk|EGO`lt*-((_
zFBa0(+3QXcthj1sT#y=W5`OodWjzLDAW;G?r-;&>q@@5(d99Y^S<^9G1w{t+%9m`V
zAGB!CuIF1KdGSEs2H1<CkB^V{Jx+=E>7%nJb#%v9*Qdk-%D*aw{e(IvQqe;hN?dHn
z*GR4-jvmSypq_0kY=ocBA@T6=BJgTlF1J^*Km!y6I#&gH#Iu0PptZF%;BI(kZqAUi
zZ%>a3!e!YWR>UVpMN*Z$<-bUgk-mz*cNR#AzfCw*rOD!*OJ=ip4#4mdhy+#GJ6RcC
zH`YuXSb-u94RPksY#DQX0+P_SgA}N{P*N#w{X?jN7`V~vjOkV1))_msJF3ufDOS?&
z$&{a*2a`5DQLh6-Btv|r!s6~Jfv~47nTwN*rH&}X>%TUY3KrRj*wM~5b?v>{AeQJH
zVG<t+s3ZT}ET}vSOs`}suxvDAlOtJ!hY`-I44O)Ee1&V@vF}+36<STke@@&TPAxgs
zKldne_q**k#l7NQaW7)P>7v3HNi^x_wO$_!b?K#UUVVv5UTnVS7xV}4iy(0BO_LCI
zGdl|zU#$=A3(`Gz#SfK)ko)zW>*2waG-tg(7>xr>ls3hc3G}eY_BjiuPQ<lZ-~@=w
zj_JThfWQ(wO!`GA+KPt{C;ir~c%{a)lk=dsp=^a2CHe)Kj7o(^u)3v44jT$TvJ|RB
zEk8r&?;7n!w6)RO8BIzB3;nKu5VT%B)|k``fb7i%;us0#7)m7Hj{&*coXe+h)r3^&
zw>P6DOC(UsBE#l=-Wb^EzA-Ejh1emz2Jmbipbr6D(ArDBwj=W-&o<-@|5je$>LJT|
zF#xXs_~>#V;Q99(MVZ^{VStLI+U5ea#@$ew3{oC-KOJkm#iqRH%h|`a%kd>Nb5U+p
zL#f}lxc|o2fG(o*$XajbQVQ@&2V$j+Hg6;}F0aOgQPb105|Vu+8TrDOULA!4B?8l2
zZhn>GBv%LZ?neyD@$X;03uR)G@8>hcA`koi`g-?297og~HoDE>{E6eDLew2UeHLqm
zge8pN=y-ZcL_M!r(;3%c#XX9%&npU(ONZapNrmzkTZ%zkC_Feso#gO`Hqwxnly;Y(
zyE$vpkhYs<;>N$;c{jm|(&=2ur5K}Pp?wrKLu^wn_FC`YY)W!Ys$AGcGJY6wfDOoi
zJkLr`pZrOhn>!kXEMt#>erY{KSn$nFYzotY{Su={XE1>T1;r3MeIml=YODm_suGU4
z7%>s@Q)cl<?7A5R%FQKXJxf~5Zjum#It$Pp_tqtd4MC~Xl4rygL#0IQt8Hw$BxZK5
zTMVHshDYD0QM=%S*dNxSyvg8kgbrjS^YlyoPYBUO5KzDXu?fI!LE}U^4%wd#%bzV#
zkM<OvJ`BPl5*|7b?un!~-~~<TqoG`>l+`?ri0wE{t%3>ruT6`!HCAt)?Rv8b@+e+|
zvq*PXF-r8ToE(ac?O9M0Td`4Wj5Y!o)>vty2FKlh(4l{Jq9o>T&HbMDK!W2hIUd)~
z+BZt1K#7~>X+Pqfo})g_rXcilLQcQCf<RhE0Z>r&8fIfNm@j&}EP_(<@7z-s8aKEQ
zA9}abZeimTnq!vEynbY7lQTDdC-&3Ib-E;(KwS4!W?$|)DA=yC@uFGtoD<!sRNd@|
z!CK64MWNzu<duj|58L?7_WQ?G4V6D}3BiKb75R_)oLD*<Q-?!H*o(cfsLdcO8ixhg
zV8?4=*_LQ^m~S+PS3k0^YmOGtVsDufm{Dli^Rr(CJ)#nY^%(?lm+t+~t(L~09LE|u
zP)n`mjhW`UjB#ayF&v*loqKXjBm4gLllc7I)8)3?C&Nqgeq_VMB0<C1KK@TRMyUw#
zC)4h!Q`V0-E0OAyO+zO?eN=G}ZZPmBQO<;wu@yCDMMK~ZJ)z{hbjuOXQATvflL#dX
z19f*OP<oj7IcuB!WJC5t!IVNWVILW)CZ}dVZ$5U~@19Lt4h&7BMM{D;N+%!(&Em49
zOimEQ#pJpM(O|2>1sfx}!z(8!6<r6wQ;YYKTn9}2LQhRe5WCptjV+SNnUDrov!;ea
z-;x@?<Gq6=u#o~pNft6WD0cjm%MXYj_YHv|BR0QTmPfvAo%`lNMAGpF{|~dfSnK})
zx;UXol|{2NGZ%oh7*E6mChFOChV2=ByjEgf2wh-BPzTTve&P%G6+)87vL@?#^NoFY
zp$x|nY}BrjLGcs8IhyP6qvnfTR%H=YD^k)vnOFRGxjkaQ<t}f%9J5-xU0`-@!-Fkw
zxX;34d~Wuw>*y19HF3o5?T&`jr2aY+ay3QO;`K@_6|IpByB6l#i|MBo*zUxeO&P;O
z_p7^{V5ks~$NzGW$zIrXCoImrO;Hdo;E_dR7&T?)$aKsZIDVj_v#8zYc(R&J&`8kx
z1PNB@E(O@rvZIfnjq>g*bIR)jqIGl|29MOKrlp5qu^Pc?;1DWQY{K+JuBk%LPH|58
zYCj0UD5;rk_G~%26opC{lGSQuon6IQoyspD;B)!OioyrR4ogy|hJrI3A;RzKc~mYf
za7M!9^JcmYk<`*o1yThNqQjK<qbDs<Qgh4UNQ^+42$Lu~N7Q!nt-HPaKYV|f#Co3_
z2@x{!%H(OQ?*t(0^#3w2a4=$Kwb*j`a!&jN*^QPreP_|xQzfXRLMMd3aK%bKpCN-V
zbfidIe~7a!+BtM6cz<K~g3{--1sABVD-5{9LUe?uECHLJIPgw?ZxPhD<mTZaLG6?R
zzq&k@K$!(F1p&kg*?kyb4kF3B<#uq>oRsS7{lKT`U4EiAjTbP?&HLG_--G{QAQQ8x
zgAJ%NKH!_?q^8V7!V8+V=^2SyVF$muu>)ImPJS~?NVq&gcr<y3-sq1}>MD(&kpwyt
z%Hi7?7yaIbX4BZ(Y3rvxA=<Y040{=nwjEbO6jGVKvQ+lR%T~Za(0ZkV^lkLjJbStI
zm(zEvoRX5b^1Jqa)+{3>uH1Uo_b>PQP~7U9&qi#0cw4Y?&;-;8s2UyV#m0~g@;~FA
zMg{TDv)E6H?LIfFCixdpy`&a@L}kN{+UFVIJiPNI&tXqF_=?3NJ^O10QJ6D6=q6q6
zL)#CMOxm1{3S$jLLChuinh-w0#^h2+C^ZX63aRv2o;(6O{_cN2S3hz3$ir2?ay{QE
z!@_L!ySidbP@C2^MMDyh5RVH%kBm?LYa;?L1rJv8_^FBcI1q~Jqai7bg!2DJ8|IfC
z0>&Od^WfkZp{9ihOkMbvmv`nsNkpN+IRW};P&<BeyH2ny1vo&H<)Bi@CBVVi%e0Wf
zB_t<<b;OS}Tb)2gW`tb8<L+v=3k^>~ecXZyQ^KECT0FsZ>-LotKO&p<_iRxx<1s!$
zS36wNv@1QE@`(&cACh?AlWic}if_1x*a*MgQvhL{S=Vg5@h>n};5}uF;R_I)Alg`w
zLaSU@Rz}6dWIe9a3L-cd(ZVu8X~A0KF|yc24%p26MI|ev0HQD`Y}+1aS<w>2P~PZQ
zKFTawMT%5kmXP5|oVoHUCOXytOI7opj`&;8)t8RYH5_u>_i?GIV$M4}y!`cSCd+*G
zRU$l?68c9;DCbX0bi8l))4Sg!uq|p5bK{wfIw4W6&W_%?_)NQ{NPPNkd|D7>(B1ah
z@I|w}9R>N3vRfQ$GHN>rlTO{<w-~+c$%>EsNsT?37K67cB>g%kYv+jdSk>D?n8OlT
zaQeYoBn?T(itnZ7KZ`bmIvsNK5TtqJ-#rFxqg2K3$ay4`&tICY|0EcpY%Bd3<@)sT
zhd&Fx!Z?x0f7EH}e+ruxo}ZVwz1>bco`+`r8O2C5hzSL6kKc_%bnE|8>?kzdMI`v=
zkQ)=~h*?f^4a#ZDfn3Oi+#}}xCh{@Sgl2MnRo>3Lu<U!+HzKHPGI8Z&Y92T#HQKNr
z3%Q+JM6N6O`7lxG9&lObe~=kMgVb{jH|D|z|1NrkE3x8=6~w~@85D9!ijtx5C%j-M
z1-$6j_VvVRGm=uspc6;aWNp_w?EDQVbtXM;A!`6nCy)LS$c~c1iHcH)@Uqekf@9T+
zgg?NJP^W)GmSoRc8!Hn<-})J(izk-uDB!}}818Y}9{irAIY!{DIUZ=(XRYrOD~5#0
z6zMvd5s$xiu&~ZM4L3Q_hi7Q{Zcnhv{K9BBvzV9su8z!97FqiBm6bv=UBO+_Q%A#V
zMP*ToC&uw_;Ql0R1yivc_A$-30l#44joFTuz$M$%kCv9OYfK2JM2*hKAq}t*41&p#
zN4gY~$G?wO&S2}tCZp*;(hpOrFNJ}ZK4e@fKL>P#`#E%>=E7(|+PA^3pQYUk>jbP!
zcq<#GkWKMm!~O?nZCpO^<%RMy3<VtdsJ#6|xE2lDK`D8An~Pvyf@@D9S25o+iy@we
zC^3o7+xx832sN8mGD_#U=`MX1eEGLjHVI$bjuMmYbM9A%lLHVC1pSA>?)Ruvp+7f8
zVs~D%6MshhJ`87sRu)gs5C=W3$`TAJ^tD20k$vo({Vf%D<(`wMn1oy^%&?o$#wE0W
zVYe=kK08!N<YOpX5@PP)FCe|!B<1iP$`Ch_o>Cc1AnI-&RS4yQJ$br%f6qmH<7+Vi
z9sR!L65m_(l}1y&FkYJ1ViRNIL6o=f`v>x$aY#Q%B$Qo`7o^<Iwp{EyR^;%7e=WUM
z{qSq`BYP3Na57IQL?>IHqpEHCRx+ak40PJs+FiSSROlTKDcX*X9H5UsoYD3q66fK6
zd;1;KUonbXL5dMP`2q3Zj}lZfp3Nri01-Tu#PA<d#OF>PIBH1*j9+9VV&5Boe$jQ0
zY&mTX$Kx=KNk|Zv4UOb_?$NSmBa(F#y}Wc}76@r}9#Ja~nVT0E$<@H^Hri2Iw$_3A
zW5ix*Jf&^5@XY)z{j=I<Pl?Og?#c+l4=;<5i4$^*gE$)~fxx?4TR&T6JVoR2;SMag
zM#dyiVSYzfc~F00Y`YW$k7#3dPT|Uplh@w+{dibsgNyq(!UCx%$z9NUWFz=uC6LXN
zf&nc)Rj%x&`2I&<hTr1ko1|Qf+WusXeKJ7C=^wTl)JkG;b=1ZSw)>QXu*rlMv<bY>
znbXmqIwqVQm;SLBS=wn@TH?L{5Fk`IsE|GbIBLOc$;jW4Qq2x}u%<E6P*nJ0<F~d&
zXw&rK{@8rDA47Z3_%WfK+y&gdR9N`>jG!x6!WObut(!(d@WS<kf9raPWmK1<A`I@|
zpqG4k=~^(&?Dx@iPfX6dX8}nxVI42D*Yt#H({u;!PdLnHFU=Q+1TLC9$0!s<;*^m+
zR~172mS@k&OEy}6T3CF3=v3@Qe|hs&GSj0Wg$|@u7KJ*8CvI(oTNj%Qm8Pf5(xj4!
z!xi%64aZ?wz3O~JIZvf&fK;{>K!v<(Zr*H@3q2G$5&_(7FcIc|I}9j1RTeX{>^pvf
z<#}kenD9Bjhy{Zjkz0N=r|{b}Zorgs6a3SmNnl)R^pBM$VNVou9&-$0$qiClI^l<B
z>edaNxgWQ%8$vgJRhXQbGPl(1f4pJIk&&S}iP;LeCZrcx&xY@nmNEb8b3}xRjqR|D
z2dmoj5-yl=R~fgZTvA4gP%HSV(-G+|wNHa6H7pAw)AR5!21#s4OB98!TBtL@y?&K4
zbq%-q$1hID1--`p<3YR2H@*<^{7qk2)kF5`EpvI1->xPw@6WzUQKA|?)7ew)6}){N
z$(G`|=smFvz28JrX2i~J{|+ytOE8nTwqef`moCueG9ulhXnjL&mE=lvF)M&w**O)a
znI|It5miDwJoaaIAR!!CaF_UE8l0BA@DnQ)KE?9!$J?7cbSjzf!35&F^ySbV2wz$U
zxrH*1L0dFmJ<N24-uEo+gMh95NyJ`=ii+ZXtn6-bda`G?`qhszT|v=8*5WLAkn_J^
z^r)b}wg0*GahBn$_eCNh-yW?bGRdG<gYZXfDTcL|YwNQO!Fc#*fD!GA4lcy(G~fUb
zw=uvI{wEv+d;fvzG$qqme`Nj;(CT2*Kl=A<Gtf=k)N3$G0^__*FW!?M=uLwQf`N}D
zNsb1ha(II7=S3|Qt(OQ|GEx>+`^*e+wDtoR92yt1?tL8Tm!Gi!kv(lQ+u-$auA}<<
zh?e*Bfz&WPL({~DQ4G)a1&tpqtJf=(dRs&6Z&SU=7^qM*InvLA2C0Tj_;o?jjFN>p
zfl*k(G3+lP?|7bw>@AeRH`>mtR*&e<7)p;88f2Q&0sl7uXULRm1_)T~IB~gIPMgrB
zIuE=cDMM7@EwgCcGU|;1<(p6wm3<Q1aKZddagt9eOZJcj;XvjKOqxD_@dqR9TmwWZ
zLpYkOaE*s4I#>$g5-L6}B7cS8>2&PJxdaH&JU(8Ns7}0dG?jv>q5$&*|7nJI{Dx$r
zM-Be}wLc;dmS7v=alLbHpamm-X-f@1{<A3SNlj*^@(M_-$xQL3<0EEj)`s9E@ZxkT
zkt{Q$-k{f3be_3W`{EVd8PnA``S21nrvBOclWKR^>KhoWxY|uev437t9YmjY%K9x^
zj}A#*mj0VI1cs>?Q~S)&NcRV5q+S=>LOby@SlpB|QwVfzMH)1ipTin>2nw#hVRdcX
z%lk_*Wz)LD@rR<G5@{RO%|8;oEquv5Kj>1FmRH!QTnKjT%`6wKSmLrkdFZNj;+{G+
zGwl=c>XsX!=Gf{_sQ%uKAI1A<XCPWT=Q3l)X;7DMP^AG-uPtBSvT4cTE=+6^>Djd3
zL|}<}K)N+8rVd1BKQu7`o`%3_qv04VGFYhq9Q+V+5+Y`Qf*TwMTd)ej$yCStz*xm_
zA*5?O9TtJwG-tB7P)kQDB}P6aEfNFvW@hKZ^LRHU6_w+HakBCk?f$L`Y?YElSp_Ft
zO-%BW4L4a69IydhxSqKc%#Z>V+v$C@g!f10Di-75RnMXs(oh_69KV}Wg-i%NHd?D<
zHgPqbFWFV?m&>6iu;F>?`D|{}^yr`<fF<;JZ;24Thb(Jn@~Ktux5HDiD^6J_ukreV
zZJ)oS{|JN)N_pUrbjDnVWC0KEPq!{MIc8>k3nTPhegct1g3MVFrIYN%Z{1-i+!*z_
z`Wb9EZL-^c?fE{mXT7_db?*5)8^dPL*#sRNLvDsw#vV_$4>y4J_thSw1mrg2=R~HW
zGbbLqX>i{M84~!|edRlFqzHjX_I83wiufi0L9@#Ct3dI!x#8W1qX0KbMS--(J6%!u
zAX+?U1a57Svx^h!R9Yg_y;qO5^{A(_UIAO=lx3&tX-NqBcX)x6BL4oY;ARmP^}pXw
zE9}N1xtc<fnfyJq1e-8*7Gb7FO_;=n|Jn6JD26JbSwI(CtyZX=xMbcW8UpP9kNd^x
zd%b4R3=4*q4l_=wOfA%VF`#^~Cz+|6`C$L1+ER*lD+NxR|4GX#kV!_+q8W%+QE8jo
zbLJEpAFB&sheL<=R!eoEL;b^K0|^&ylRQAJ{hQ00nMt%m>VDnik+%`bj0UPHpsGlz
z<N^^VKvs}33)r~<Vz8Iod}@W5cOKY<o^LOAwJx=es9SdyEB5_Kl?Npb+Zt;tRr1n(
zeNNA=g(u6S;bR>kvN@Z}j$^%hR~HYanW{92pqM}&y!o!cD4agld@u2GC{@gbe_^7%
zgs~My1QnihPWh(G%ZS*6dv*fjiAdLA%F#6{eXoIYBl7y@T!vq;erwNh4rA<ctb}=M
zT6KL(u|4niexb<P5jZr~)?0NQl@+}FLYWYBJz=g{gHoovNux0L*%ez}EA8<<%rZlA
zmz7|Mr)20BrzkTuIUl+czMRFWV0~!jG*DUV`-)L+IKyH&o@>fsb%|z{bKz(olmiqk
zlkN5tyGB?=Rqgv<1Ajd1S#NW>@;=WueNFlzZ8$x~f~9@GyAo~oyghS&!~`E9Napg<
zK-DNP+D0ps5H02!raDT1Km>I>&sh0BxMTc$gP~OWi9AO#Q^vi|6%292q^=ACTWQml
z@6&mP4{plw>s*a$XpAp*`0uW=>o2DRS*#PY%n3x8f*#dl_;5P90o#;J-aZK$$1dn?
zfktxq_v*#!M@?6w+H@6+du4lTr!LD21?f{yFCqFA((*D}*$krv<ylFsX|GX|U?-w+
zcXNWXe6Mu3sB>`R4w?sB{V2=X)dE16Ngms?!V4brSg;B$)>&d$RL8<S=UdtU4iOFD
z*f*3DdV~`@ERh_49R|e%Fr5co$8TTHCx%wo3P8X=KdTSV2ep>-%}9?nBK~c!AUwZ=
z=^UojN9Wi!96-droM<7r0`~#O-OnaM$IY)6pO-YKy(IFgLn|lWoN+yd?Yds!c0O4I
zc?t<u#)th50YyzCJSzOWi>W!Y=VK&;EY}t4&jq__`UjqBGYV7xIaYwi%TyZ1!<-*9
z7~yvOJD4}Ej<UK-3P-+0GYlyqdJApl<NZY>jC=?Tnn}l)G&ouXr)bwv@O@1bZ93j*
zw}W<>so0+RqPx>_mwal_Jv}u*<SgLg_WE-TmbQhKDu>qU-UN-r>zVDY>@jFbRQur<
zv+O6yi|dZF?cD+r{hkoCf$Fa7aM%o}_QNvSlv!ur>=@9XR|{(2*UjUJbGbFvkW8#L
zo?1$<eM(3xjpD5m<YlcAS@x(BgEy26Y&Shp!Zc7oiS4`9F~E?(>LXh;J-JNj!G!3<
z&4<!fB9ad1W)oNbNCm&_bw|XgS)G8B;T;=sy^@R|+u!$zqVA@yO*Cd5SrpZu&U-4G
z76DumxisEbU}*pc8X$9ea`IorXrih<<p!j_*;2ga;?p-Q@2S`&aCLtHD`Ho6DcDMU
z`7-B?ME$MS46UEY<%8xgO+vvt+9=*lxVZRuj8m!wLradIAE^MYx$}u6hInMHWX^Ot
zws-n<F`&ZouH6nGTiFb0Ln43w(n|7t;#e&tD4FRiRHo4Eun|PskY(TYyrk>2s${>3
zu=l*Xzw~n8U+CjELPJjRW=fAbv0Aw#`>&kI@?!3bveTnPn$I<2QbY6nI_~@l1@^V-
z+r*H#sP}8zx;pmr({}|Sc%c_7G%y8#bdL*Kc=H!~mFC??Z8dAdHPrv1E~|gqE78?+
z2z)rYnR7Vb{#E+u%)|m!T!{7*@=ZGd8Y19DS*w9>kZ>hAgDtOTP#*c@(H&M$A!M*c
z!<KFWH`dxdu_()lSID3=j87BGF^=2}S9hul1U_VQa-!@^poIuuh}V=)Hd>x|AYwS3
zk@Nk&!7Hg14e)P#H2@vg;HAx;+wqrsW?sS((y2dW3a!Xga@D`HxbXk1EuuB79tKGo
zN|tb))eQ|qoj+s)?WS^xcvmcL?78hyw-Q-KO6yjX&*h4X?!~erOI&Q*-miG=zdVq7
z3Tzv_fqnp&1-PVuc>^MI*Vj%UyWhjs-!rvg(~zp`{SXNJ$DWy^Hy@{0fNOI2-{V`Y
zPJWRZ^*`A8_Fz0ly$<=IHHqi>I|FgbuVv?b;kNd`pa|6IgV0wj>lHpP44FQ!e86nk
zF;<tCXWRgh2m}D=nQKz~O^~nNq;T1P_PfIuE>BKrq|e}Flwv6`Imq}4-o<_-?E{1=
zaE6K?=D|;HiZt$;+fFme%gKsg<nlOknk=fF5GCrCjgl&<i}}U%>wu%8-+}>3f^5^?
zK0ruZTbp5R7TL<Pv?qJo=bl}^0z(<9lW^x33UPj8<Ii{nLiuke>kd29wQNQvy{c<O
zES|E3^}p(A*1Emkw7+^@hJLtuo{HdS%shJi&IIOzNVs30KXvrK&kiy93hxJ3$MDnu
zb$y-2_NQ{7kmB?ft=PQl&C+dIN<|s&bFZ%0poM7qREJL?keA_{dWC>28B}#^gjL2+
z<t*PmxqX%lBl%UQ^H7%df0(BhG}wgmjSFA2JC8Tq><wDpbUbm0quhCVX8lRoPXVMu
z(@#n9EoIs|(|Cc!z`wC)l_W%u70y*~M4bF037&*_S$6K-%Vm}AZWqt09V8g86+-!N
zPpNK+UPi=J>s*V5*jIz>j8ymGp=+y@L0igr>U+D!Gak>XyC4RQg3)q7m63@tJAlZJ
z3f_JFXOacO^PtEFE_~X*qdKVdCV=TDhfZi5kZ|s$D@dzW+-oviVNwPH)XO&s8;@`<
z%UR0l#ohxa5OTd^K!4t7A*t+D!K0J&quo{<%57T}nYo0SEz=qUw3X!-kvUZ@et`Jq
z3k0O+Xpa^0N*dq4z-;I*pBTW#echh+EMwnNv{)za;mrJBq#9WmI;{NLdm&v0XD;C?
zAihO~a&UCuecl$+tX%)zd>&U3@rQ9fsJ6UxzzSp5kZmU}maFJ)kH0NFH2zIo?8QMY
z2nGm(djZKR{EIc|Q|{Ho{G*PdgtFP=qt|ofOrdJoegNuKW@_kc>Fz=*@kX_3#a7SO
z#uZC4n8C38bA>Ck3B|uS6cXUc`F4b7GMX~F!y+u!b8KQc`Q^SYJt57a;NSu~Et9d2
zv!r&-*(jYY=r(dkt-@??J^YcJs_nBsE&Ko*G#@%l(O4YArai>^w_2F7J9}`d$rY=`
z6+xd+WL((MI=SDbfs!Hh$__2pPhCJQBVW?|`?C+jyxMxb%|+;s@)l&G_$74z)Xgf2
zTH7O>TfqyOwX81ZMoF1oL<zTol?$VuwlOr`iK<e;$t(W}S|o4lKfG||(uwN_vRZyi
zQFg{KLJGp$%_|s?e(Ba52UfCii&`t>H``^_T707KPpe)!x;`&h|1tBvU3&|69If5i
zZHCgIf0odwc3^w+5?B@Z32uOYSYr@lnzgn4*MMdIvOKMY3RMn#_kb9htm94xluiF6
zP+<AXnmU;OA|01t=KugS!1}9Shb+{5;1jvV_%FcmZ#-mtU<BMWH4C>77eL%pZEYNp
zrMMm^KpuX}PGcBQM5`PqS-enODp4?Iyz^IAv)&5awf8Po>J0G(a=XJEW7}YCZ><bk
zA^M|nW%-*lW!IPY9pqdoEnm1I^*JsV>Kjcerh=-`b3_WMDJ<D7>WEXz{#y!w;I?*!
zl={MlK_d@<Fkz36?oKlN-u9kS#W51?A0SdIpQL}s(tC!5)8&k=^;)W+iiZV{?6x{y
zx*eUMnAzIGD(7DIJ`M2i%9R>!&Pnd2P&IOwimS%>PM)r(eL*=Wb0)gWWc%Q8)&2GR
zr7rIV@4dkWyMu%2u>&!PUx&}D-|8|qZKLNaWQwZJS`hXfuFknmYDzrc_xy_vKyj<-
z(VnCZl#vJ%VixKyi7=8=6!o5Vh<vo2TR(#9wX|v$a!@6|a9YLEC5+6bt^LwyPUm=W
z6>f}rL{Kv257P5`${$`hj^Y{(WyG<5QyW8{>>^y^Bk%Tfg%^%`Mf{n-s3LSm4T7ht
zU4Da^sSuVurStit!Ahv>g_V;&Gn^@$37grPEOs_VVJAg{gwigudy<?zNW_~*9Zb=q
zMc76hXKj4~G><u`)XmX3aqe?Th5=&4<SSeDfEa)B-LOhy;4jO1{F%?6or~(0_d=V8
z;!69b2i&Nf7VvF4T|30Ca*-<;wNfr|=~d3!7~flxehB;ZA5r1jO>z`*F+$NX(;0wt
zB_NL0YMuP%fe@JM0{y3dg(NT|IHr?6c1jA)H}dOGegLit$k+co8o@-|c8_mw(B3uM
z_23-==KGtP#1vaj-~o`QV^+JG@|4=Ppkh8lJxy-m?t(Lu6z(1iMJqDUK5q{a0hD&W
zr6)Q$t5@##Q~f)HeD!|70uXh_^Uf*Wv(_u#t6`3(oepg+EpTkX<D_W^#-R^7C^@*z
z1Yx8I+lr%`;VnMPM;$HcCgie}x;3`E$9Xx14CcYZI|+`XJL$IA8z@r1PXOG=n2tYZ
zq9iE854L+{rOB<6QJmC5m8cS8W7+U(jP)kQkAIo-rYkS6svv}cX}3pW3FN8!1p-(4
zp~^^skXaHT3GFob#^%tPjGqdJmF+s5iRzn;9(|Y3!Xz7U7!_Ohh8sf_>M`jxB^72e
zgRJFEhj@Sga@)^feX-vSkC$1@LJ~7ocN`DwEq%7-8XZfzrr`M;2hB;Jokc58ATXFd
zO{2x0cX;6(5CYTs2N_M|PSQknhO9`!YC#eqKd);0fc?Mgtw(KdzV@$Sr0_=3isYuE
zZ>cZ^lYiTM+LPj=`68c4JYy8iws00g`6+%K3oz&1Y%~;ko$;xd5|3a~{JXh=Guoqn
zH5ltF%sKXTPu-sdellx2`&@n6+L{?#Lq0U{N;*;hD)vQU;>Q|EuYvm1LY-}D9$`2-
zvPX#cW|680YO@y&R%;e3A2$JvvV6T@qTt|P5NQIlvy!SX*}SepVgKdk?t^$K+KR43
zel}`&V5p>+tDqJqK33;P96wU<zL5ru93%FVt91jJIQNxjj66YLB?O@sV?KSzL=Tnt
z4l0MIk=bSUL+em?F%QYIGsXF5(7)7INu7YdDEx#9t%7h;`}wvh(FGpaO6I~h8~m;8
z#()kTe}TblberbG;dY3HiA^HGXtEK`g6**CwwE=rKk)bOE--}bf|YgI@ckdq;SSX?
z{xdxOB+D+D`<r&Wd8KO4-$fLIOJleRH_|KCNOg-I721T*o-><v;-`-2;OB-|`|Y9u
zEl8p$WN{hMD)IY7s?tR7TzT_j7gMcnbpt=SiOL*U&(+qi6y3p^_piYw;>y{T`_j}T
zPE_t*o`x>TFS0MNEdT0E#a7$nB~q#%9Onwf@?v>!PpeuR&y@j~fbaCDXbS#QL8D}J
zwZq|{TdB^`ZdJcdc1=yVqK#JDr%&D2?<IdQVl1mk6y`UrogoG*glXHC9qZ!M=Jw|d
z%p(JCW&@$NrOJ(@+kcTqTXS*wtnUYxaaM*l;8qore)nLSd|O;IMPGjkp4+myyXccT
zyGpC@+nT{kEB-4ECGH;;(UBSLZKX_7CAcJIb#bNSI2sR|6BcOZv0bLKV_4fQvlLH4
z`qYvx3H7dy3tl;g3fF1ls`m{!$Nuaz-mr@GT?b@lMP2IrW~O6cV_gb2)B8>%3e<SE
z;-J}Xx&vSv7pL$?2|jU)0%eerm4>2e!KnsFZ&+eQ4v=Krs01Lp9}{LqfWHZ>X`!2&
z20$n2jV3*22#f!%PS`Rm`{y{9Pq=dfSjMauYw5C>$(fVirz<q*HXY`DN-_w$MhoMb
zil9Ysn(cSoR;KckI_NTCAw0jxrq!?7jnlQG{g)OLLvD!-jc1|i&_fpL2y<EUiUu*&
zRM0n75IErk`XJ$dI^u7$52s6KWc1^5L}bQh3I~C(J1Q;B_7$peB2+*8)!A#F<bGjE
z<TsgP%_?L3j7|N^Qf6bc$<ZH|KWuWp^G5l!{eC>xXnbJ?K0CxJqS|+-RK-iNM&*+<
zypkdnUlYf;g$ofh1stn~IzEH9dH>c)35o_IpPb;m7FezPvU_sEm}zDiAz{;nt&*MH
zNsA<QnQ^;6=?Y5%-FN@!NI{c1m*0QE!?LEc!<<4dtr?N2X$cC?kg|v=JT6twiLWF3
zeUwZXV*{|tJrA01O?F9iIUZ$=-vj6*f(y}~H0^Fs)7kRgZZxVI;l<Iqdt6sWZ*C9{
z%iVvZ2rs`wn7@j^R5;5lF9$8V#Rf|e<w`=fM5;H>kdAN8NN#2CUNL36e~5!!yI4&y
zhwbVIo5q8R1nb4Ws{KAApd_1D!_7QjX@tvrwc!t!Fry;)#$7zx6xdusO!}1wrxDHq
zX>l5nvJDN~LK3m?fgc(L(GcCSHZ$bhutFrn?!Acay-vh)yynVD!wN^Zoy;{0hwE1_
zgxaMMbF}caZoi?%*1D6&3YIW*XW`<XjMocGD2GV;LHR4RW?*}+s{4u1grRpDu&DyU
z3pgg>@i|at(^A(`6-xaVCr$3x9>S^&3`fR*zYed>f_6U=r|ss(M<IFa9^70pzviyZ
zh;0bwc3#~7PKL$r7akl^A<`g!>@*?xx%@qdwzzWPJsqP^*q|zl>1|en!)4Lj#Pad)
z>}=3XcMAl%<QxDq0pIb9t``?jGp^^SzKIOp>s#q#eY#JZnMASr!aZJ8OU3}HTN$WY
zU8GZY<g_c87053xLe7*^p}f5CS&VgDV&Yniu6AE@YE@UCIs_fuVzjOM72BCE(D{Do
zUu|&UAlR%EMoKqvE(8pE21bcokH<sM87%4s`s7EydDF;P1V!`u!pFY`(C)|NAe2)J
zSLoE@ns%>G1yR)vEH6o2{dG}v!uU!YJUkhnX}W#lVrga;v36nUtlk%u3HxW0X2^{0
z$OoB&g$TMj!git0yZfU@z9WzIanH(Tfx8<4gKo)h;}Q<$o_R8d@b3(`Bjzt<$+JFM
zDAf_*u)S(bVBcDgx?~=Fo0QUeBJ!N>RhJ#Z)7A2Y1ybY>uNUK}VzQo)75iaFM(2vK
zx1XgpQnCcc&-(nthpXL-XrHx@z*u1amhnfTf+S3f<>Gcn7z3%dA~g+uaDQ09W)va>
zJzF7q(L!qfJ3bmE7Jd9LyLmBQ%u{D<JX8d63X$j6@6WHu2375t`M~&DPn{({B+j1V
z@j0W-M^}!FnqmL5*itcN+dIuD(*Eyjg@g!$g`decKmH<vHmHKzh=J{>AgU+;G9VGo
zO{tR4@v*U;pn>D@Gzy9*EgW1BfK{3$KN;gn&W~yth0Ep_7KX6>PObB;;yjhA!Fs7)
zS%uxs|F9kGx=(PL5|fiL5TRYj8;ll<A64RP_?1hp_mQ4vDa%#N@wiJvkb}dDV0F7o
z`QA*9?;k)=DZhQS6GQQX2*~(c?PW&$b%EXd2;kfHgzgbXvoyumF`87}^Bn~mPt#%D
zW1@s*>kU=wDR3xvw7ZSbRAFcZ!o;acW~<yt;Es%xOlZXa67=R=N_+KIAQKQpg^F<N
z9uPQE343*=n5|O1aBj&RGC)+)cp1W&o?)iOKUq4bRMvZ}#Z0O&qp44op2|=g9$w(l
zWAFd`o5@%qL-@sm+e?RM-%vbpK)E4mvyLRw<Z!wOkwIbOz_jDf$!P}}AmenJ{e^rd
z)MV~_wu_=CGsp2<>4f^H&dzOZ5oD}pLIS!l96NT)gx`iIX}HlWZ+;J;+TF~Q8g-zE
zpt~2qd`v48J%#gA@c*uXT+ZU%=Wvfn8UN0Jz5XktR(#40$=tQj?vzg%IX;Z@clrT@
zpvjGSg|tX&0i>-1N7wtvWb-BU-iNEPy$7Dm+^L1Z(jiF|2Mug<Ds_ccM}&-9(k1T@
zT>`M<f_E;!j}-?m7m)In5|2bqcoqN6o`NPGsx%Ndha*xEACpTIrA&$rzkXGR4#ykP
z`zWnBZ3c8_+43?{lLQOtN<BD<Y{kJzqL_93s6B#`w$<6Fp?}R<a(E<?LdBn<AilY_
zjof=#2Z-80iF5)Ik%~%Ju1q{G=mdhHRx{3&cXKa-;+le%r_lxurW>EY7!D}rHaB+)
zd%RgbQ$thfR3!KH^##PGP8}?>6vR6p&Az*)XqeultY<DheCZ&dp>~}0o`IiIbq2Gz
zP@C#P!1)01Hjp1_w>uX;%X~4#TB=X1(eK{+Z~sOT*keZ)_R=C(Y)l6?sh(SpP5<T`
zu@*6<aql1&bI*dFIZW*cKB7=>WH9q3$5YxPSj|sPQf1P;dE=*sJvF$_3zO5cK8=t*
z-8)LBIufRr;7rv~XV^qazNp!}g{2ge42+~oD6Aq<gBCMp(t>*Xo_D9-c<9(tSd$T9
z#@{k=KQy72J$(A4dWT_Qnq$ns9<nfq<gee^+NpW;bt8UF#oymPMds%9o9+%eMEng4
zyl=fgDbDHZ-Yodb3$h;`bG(}@TMO;`+RJO@J^wf@eXdX@{NMR~?>e^bb0R*tY9sVQ
zTL`_)_7~xBVOZ=t28Kd=!DWvxZ6hgl%)ZMG@m^+C!W5m6pI6`us5cdYf;Q3R4olHp
zG+RdP$fDPs?ztt=LZf^)HLS9{R@U?Vd3g1v%b97rF!G;Kcb`e?^}JuW^05B~Q{f0h
z{9xFkx^KZ;<LuAE`c?r={dJoX+po$gk(I|faRpvXD*PZKRU5yMzXlYWPN>Mx@K9<$
zBP_m_qsE40Dh>Eot5S<h5^Uxc;{POs@e{`H&W=?Ig_sb`pMj=K&oHC?k@Rh9rA-Ob
z&zF@x@yFOw5aZqTQ7A6r<2`L*0w$&T*`Wih?0=Wq7>V~U7pc=3n59}}`GticmzNG;
z{srA3>M4AUvgxy$nqHk2#_kO55Iew$*0`;~5&`34#m{N%>4{U6y#I;<zhifd(~O@Z
zFsm@NAlDJnL%mZ`b*`;L`YJVLF_LR4M=EFt@t^NUoY7HP{uX+mi+^9DUIqaLSU@1y
z2*QSONlAVC$~h0aOSbni_t-5z{g{$u*$*`4y~cDIkfh_1a<|*BD{~A995{#X@q$Sa
zAePcS_K35%HKm2Gp;YooLLIwVc)c~nr;n(y-z%%WK%Q7LG#$s8K0KzTfM^3P!j87E
zi1jD(r`(5uEK>RRYrWc4zp5(;igc$s>FyLx3cf-OI7IamDwtl)v)tdlA`PcH^O2sf
zprlsPAemm}H|#rE(Yy?(vTkFly!`Dhbu|{~-ZhGuYg1Qg4;{YXPT^@j_w2x5lDTm6
zpDoI{Xni3XDN_!@>8(f{zP|5gtQOnGwrf!`a1eG_I@h$em1W<(^=HIzd{FWf89s2A
zB#9UE2qciI!^x!RdGZP6i8qa^pST`vAcYHAAy2RqBiQmTCHI<TTy?#2CY(}_nRe&(
zd0JYtqbfVSb2mez=k`&S8YhZ0B^!~98|6dbL(RUb3!HvA$J13v{e#y((wiin_OqFV
zKqOC8sR$nCTjMhM_tYSz0TJF-e|Hts7^k4db+I_5|ETz{r_&K#{n;(>x+VmrShHot
zDAy_Qk#0FKlM`{P%tAC6<ruNaaMfZnGNNRu^f(t~6ckRs#7B#hd!!qvVdi~lO`?TG
zl~4vi1o&?ln?9LqXKN)~SQ3C14Iqy}BPK^uub>+NB8-mL6OiwFUgz%R|F?6ZqH5u;
zJY|6Jy@x5CJLA_fDAcGiL3%XH{IHm0E}|ym<Qy(TF8h;IXn2LL+RJwZdkry|zGU|3
zWWS~$=9ggJQ?_OQf~L&pn>#?$QwGkD1%r*mWZi#!R>NpP7-dY&>u&Pm=hTU!>v;n@
zO1cBe_$c-Lw?`*9CQ6!QQW-Coqq4H2iM%~_A>nYqJGlKU&1CLOshBP{nXB2@P*!00
za2K$c%J;ZWQB+Z~6FK)PV=}9Dd5I!oi`$r056}h7rbuq4x<Q316vflq8QyH=@+Ibv
zo7SyFWI8Rb@Ek07oyS9x<i+C0?H|~`8P3Pm#r)*&(SM`eD1*(|S@vgv#LVz`mGRT(
zaWnlkDe$r=bY+${)Uh*_s_r-#EcN^3R`A2CZoKQpFo~U4JLZx76dJ&sYF-dj>+%HI
zH5qC!q5m?!K+=<XUv6f~5VowVRQ=L_|544$Jd-v5>ZOrqH$ph^x|kkoJ@QjBX$XV_
z$0Xm;h5y4%8-9DUB~kfU^6ycF94B+6tG$t}q?T9TMcVATVol8#DhyRcYN`*B*t72{
zcS>OBlk0D5jr0ZWxn)d=(e9?8{8EeIl4dTpzcuJH(&~>^!dVn`{1J-^Xz67ial(x(
zR4aC+s3s+~aF(`U3RqrWblD?Lru>c8E26sol7(t7pj^}n=Z9I*IT*XDmO>h0R)-G+
z0APj_6k7o5ZDhnFvz`PF;NNB9&}GFt^-vRKZ&Ed<OlnTD_fN?h))2g>wv%XG+jM{g
z*jvVdr+h6$M&_W+@B}UXn)k@V4&r*&=N8)BoPSZkkM`*gt{<r$XMWby!o1F_gv+#Y
zk4C!OH&qS-Zrg+Jm}nD)GoWJ#w*1mkE&ewIv%hH()CZ%uQbgJDa9KC<<Bt=B3eGeb
zMGJD$5*8fsjCm?6%N==4IeV^>D8XE&J|0)>$8XU6Bwnav!dG$?<TXY1R0nu@+c<<_
z6Vo(T(Y@qq>Yjma_wzdFhi*hxTlogV1d=2DZ&Z_C`^Uy?a}M{oci&8zB`z81Rg+Q2
zdAIt*AslUR`vg!v3@uDCZ%uyMy_gO9>uqT=%#VKuCW&gB?oWLq34JV=WvI$}!nl@x
zluQJ>9KZ~NLw(6obzCSn-@UopkNDjb=}!l*KTnjbQ0n`>8Mvp6ynG`w(8v4ij((`-
z@imMEVL$=JJvC@De#-zWlR}!2uv>XY#B|24%kSP%fxjfCSJ9emep=xm&ei``)mBLE
zv6J8P)7Ds)JX+JynajoeR5a?o-R0$rZOu)|eGv0Lr_t*cgcHU4$2Q?X9Ac@LHR8aZ
z!%ss#J4?mbR{ThQs9!w!c`EWPUu0tpNy9WoO#TTgrq*8NC<RIMS*G0mMOZ?=vQvlS
z)N^i;P`ayP1}aH0yarjM9ep8nk&3pc3+n2E_}7dCO^;>oT{sYH1c4Rc!1`+5(lFod
zB>;9o8{NTY59?&vt*vPqj7j5MLx2CGLiu)eWx=nz|5h)7m77aSNI1XfC!yItz9o6<
zAZvKRt5^k=m6n`zr!aS)B&{@Yj~!$>nXe&!2;D+qGXG7g+|)Lp$S(@xE|<GwQU$Tu
z;x^YZO7751K}9?dtpLK}`HcE{$%3S@GZF~bk%sNpY5}$&@M`9ITJm*#w~8)s#02Ai
z_ny|ch()|D#W99xVX`#(GsT5=RHNhSs8Gl$yzd6}vJHo=N>^#iM=sib)z2b<NnQ#*
zV@&A4U{HaW)aXc48W0=Rr$KDYShO&mhn^d6GNCJ5^NPrsl+rnoo3%{B7_1PRC%Xmz
z+J!lkt@PlGo#Ucp`*PBA{m*#$*~%*&ICT7PTJ^$pKW<27**7a0!%Pcmc1k1@q!FR)
zyqf{5Dikn=4-)w9GoE53K5cF1Pr%JHk}J57H1$5)KeQDsc~l#?afCn|rg0{iab}#V
zmMDp$<-h6k(w7C0GpI4ycF&=$)hf1IBJ|}7^~VoaegCjzv^$nL#$hYmb*;_rb~N_c
zC^}lIz1|8k!wl!_<r<-Y#1n1wW`#mi+;=-XYAta7ziGU|{eC2h%JL671z~-KwpLwL
z4ru8s&Z^>U844o=LF|`$v(B!xL;^`;py6EL;8JM+SXl%`@51^L<+^fT+^|u$7}j86
z`GFrBsurKgahI?QOlj3F>GuQ299V+RzJ!mD0xyCA@Ik=q)_{0RmSxI_3E=Ky)bEC%
zQM|G^EMfc|8sa-`+`9E#N3H7ER#(S%iC~@lQuB#H!Q?2~%K)9k1~F**8)NP*40y-X
zA5#jfX@lz;TMJWLbdexZFEa#cI#4oQF{&YC1u@gVq{yVY?g=c<=hWBBRwa!;e@;7w
zLi6wZsHKHZM1*WnjPq~zf**;Os1=<%!@<lFF8d`$+OL30@l!)(c5fs%Q}{8)UM%;X
zEB_p0XO%mAj}br7lATk6eht><MV%gj59(sBFVkOA1=&GW<W4nSzhAO6S$ZJ?6>b4&
zQpOI)Oc>*uoC1UltWOo)u1~&uyrzqJX_8nZGgjRisL|`w*aQdtnNml|wwHq=B{EFx
z6P4}Zz~)hHB!T-y71q~ziA|2NliwV3l-Bb~RhPqFvKgU3U^x~4D3spa!iGU-9=Tdn
zZ$$m@^_k>4UMj~a72Ps|p1*jx)Uypelj60p=qh~S+E}ozM1c2rk&TzYGgsn$k$vf=
zuFIRh*xTpfus53mH%FZQR|X*r#aJ@ypMiJ84+u+CO<%oExRx&_r^M5V<v2FWh&wO&
zMX`|f`!LB5YoQwE(2A}8lgZsmmiXakxmA3MBM*hiNFghe@g4UuqS1IJ44VfhYIyzV
zaWp`O!uXqz<ihoHtp!s1p|vZ0J?i&b2vS*kcCaD>FPtV2=EaQQgN8cjpldMJ&uzx8
zlpS2Sq96V@>6j7vb;^uWMOQa7rjC@jX=ZvF6(JCSusyv0yz8^A#`>L~Z&D$)v(mYD
zbuvf!1E@twN%i*0c;2amAJ?9(%WYzPz#Z`*c4Wi-w?~G-iATh;aS?nx_Jk4<{|`ug
zQ#@N{&&BItR7K#;9iwvgvpZNfn_C71x1uTKf5{K)Wq|>K3ZB&tV4)bdAj7poeGg5G
z=v;k0q-YNCg|GQq2~gMdl;)qeQ=Lm!vP>1Mt75(9Ln9hZ-W>#|LoM>6@uqY2kiYXA
zxpA$xUEQ)O-faCECHzR6;d+Z_q-k>0ApgN-@ou_o#k}hW#5bb!WrraqOdKqGt^9Yo
z)@$izmyL909G4;Y6i!x-morP6o|kK2Q%cXZI{jkqdHKU=(x0@_+2dz@RO2$gKu*Ew
z?2FC-8)aljehW`&&foAt^v3-gK0+sT;?>Mq@(?9Xj&x&|q^nKM@cCC&4!9T<tKCY=
zzI7Y;^%J;Fi(A#JgdQMm83`E-baLZ=IC}_Rc(kT4{oufA-pvFunjc&q8`LU7O0;!7
zj^yL4zelAz;^MtEqAFulP#{=fffABg`-=pAxewx=l(2pZ8!=e!$|D)JdZ^)mrcOrH
zgyVSZjdE}M$|Dr%_b5RZQ4|}u`CGvXLzw8mM3CW)fw${X2WILt&=8=5$-r!6cfQL3
z3e9FGx+=2(K<Xm)x}IorAY;cx1iPF7xyyYKMR>|s%Ucasw+~O;b^piFIfmEKc40IP
z8a1}f#%!E4cGB2sW7}#@Y}>YN+qN3p);I5WT_=C~r)lTR%zpO1_gebZ>>au`y~b^T
zn<+=N%!l<HtgB_19yelkaZ$|p-~#&n903)jC1oBn-_+BuHa{hL9yQ}$j`-ut9jtY1
zxSu$R2WX;D2)$>f#V4?k&<1T0#SUp$*~_!f9O+Esn!?N}IVhrsmu}M;`QGDtN#$SJ
zMr4yYo{$>vfFVa34)Y&KB)&T)0z~L@=`OMPBPPtqZe=!9r5Tuc<2Bu^$9OhY;7;&_
zz`l~wBp8`P6irK%+~AoarA&$8*??S2EB@RTt*1H8AOC?nHvG#!<H8(jd(V>fvg4J(
zH?AngN+5KwO>giJ=K5toI{CQ>WxUmrJXUkBsA!b>wKc{ib4-6C@RgdjC1$SpAnyh4
zTg!E-%uY*E-F;3P%pm$I!S(7CbCA}w#VXL<MJ_cL(Tb07R_4#4XMby^>oyyrVzyqV
z{u3Kg;&zR`1L$_I#B_>{2y`|gwz<&aMsSlvPMF}w^k~I@g{3<_8h+!TCs-iN<k{yT
zZx}9lB=DE|&ipyB(yRrc%ty;~+5X&qwPTQe)o-f2YWJ?|Hvxb8yhl{F>!QGoV3w2#
zG8=T|M}B)dZjLK~P1q%s>s{@otG#?<Mb0u=`nYgu?$VukbT?<G&S3(o^H63RTcfK|
z4o;=H@we5Tjj%G}NOdOUu8Y#9e-+eZClO(dtD-1H4ursV^M9CBnRKQYo33}~s--Oy
zp!{sm1aJq-=fX{OYjdd_X;xhkWX`&EhrDR}?KW(<F-9qZ#MN2=CJ5-X0n$(aEGB1a
zWvh3cM%DyiY|uql00ZbIF=iMF4CDjwf@+7ds=u7zEWie!TJ8hnzkiA(*a}<@bckw}
zMm|JN^M^>fBg3_X__rU;?!J4jh|y1cT=CQ3s(eLDj44nT8>F8mwWjK9g_E+<G(R~x
zIyySGK_kW;Z1Y0Pv^xDVO<wSamN25klsqu~r^tP#N9rI&+LJvJdupX#QqH6#)nVs%
zSj+PK+ubafqy>QZJ@a&IQU87iMZ+4|&ut9%rwP2AO)`ob^WgMkB0t@m5JaqSb+={a
zaW4I~Rr&7_t5NaU;d?>RUd`FF)%xv}p`1X^_%T)Y#N)d7%oQG&%70%S+HWnQ!MOAR
zSi0g9Wl^>RTWde|^!d0n%rjdU6X2^Hw%;sixRx^e)&=xL?3}O^H*7I0C;trMbK<zk
zhL1;yKL!zb{}?fo%wH(jMRdN7>PkYDvda#AemaTS2jWZlb)ihl^#JVvYx0HgFIgqg
zlEt@kvo+skem79br-XRHv2;a1I|_fZHx&C=8=10bkM}G|2hFh5z!c_6pSB9_rC3@k
zk|K;{arXO$O^6DIP*Xu7HyO_9NRWOie`H`6f2hOmD1f+qL1Y{{pfXUEc74dURW?k~
zm*(39UO?Z+VAz(N(xl*v7ijA>>2nmYH4-&i?Aeu&QYUJS1nTY%3jiBKbZqUVlXZ4d
zFe+@?#3D~CrQ-DIeaGmfh#>kd1x(gd60*IY>s=!C!Z8rn6}JXdPk?*j+X+~86HLHQ
z7*MsI=o~;QzYDEVqcN*Ly>@!gG35Vu4DDyP^?EZq>sa4#z7=qK-_KY|Fj6s-mOO)L
z9)_^COcTy1Q7Ed2?Yttp@h|?|)uJ&6(uMlQ#R(`mVKd6SLziCc!<aE5dX?G0Wp64W
z)Rmmf>2S?}kXZ4QU(p}d5iI;5z*-{}1T1vO6&K<hnn+*0xBCW{#T^7(&NjM|&_EN(
zo%kQ)$HWYlF?RgDZ_o3{QkyRxdD<O;L?jfy-Kd&wofvq0w9+4ir03LLae4H9l;!?#
z+ImOF*yt`%zO@r(e@Xv&m*R#U6h)@c5+k6!G|G8t=&*UL`r+NwZI@SQA8!mfi7pV9
z#JE?{q;|E*s+j3jkeFt3DOk4fA3LjNI}&PdqS|56tM2JvsJ;E%E!S~xUiFd@>hMI5
z+70a7WE6bz=I1F~JU04-l*!G?wPQyUnS>E%O~>5|8or}}rU1l2;60*lmn&>2c&yl7
zG2YM|@JqkQV;KMg3R(}|flj8?QH0drbfNW19rgt0Hr{@-xHgo~(}+`j-Zvz`>dR$B
z=!Cdj&-2V5mPlR<NuI02QLF^Bt3d4EoYk#XOUj!4yC-NMWgAh%fjM9hnX6h7EM`C*
zDnnPO&vFPXw0!gU#SCHt)fmi9n^*Y%WWZ$99S4Fw97j&9=ztKZ(Ppdj5aJPBwTxZ2
zPmb7;Tj!_vf?zt6$JbIya6n!Ta47w9T3WbrXh!szn%ABsg@u5{Fr2#uFa&454+3;8
zp?|$!I=nBx;$H;Mqi;mxb2&p-H9;xn30p;Ei6<(Kl{WV8zmv!%f7jeFJu3k|%TzK^
zOQNf3*T8wGVkNZ7T&wC#CuHDi!FouoEn|@gojeZ*!12n6k}+Y%6CZyIug5F4g>wGR
zZ)>Fitaq6mJb4Q&VH(DI-)o3W@!>A@?l*V7r6f-YpFU<WO_2VZT(~XUCZX_H!b5sb
zCWXuFN;weUq^!>YEu8*L_t1cs-%1MHz>NBP(X2RTg~ThUxO1QWlbwij0dS#HJ;uY+
zcwAk+Rg-tKR=xbVyJB@cDG^rh^rUF|Jk_(@&|ZAywX%XT%rE=LDEUZ@qln5}a1<Q+
zd$Ce|Nc9y{Y>T1#`5f^Vx3s$L5V&Xk&28XRiTZlzX6a5p)HMwbzj$zH5Y#~iPn24x
zYb?#uBT5>6!t+B9Lb+QV?%#4dXSr4nI7v53&;^sx7W>Te;!?hj-B+;l7%+h*tHWtb
ztS;U+Ob|KHqzNp^tI1@8*SW5Am>3U|$v^EN0=NW!t=@$EI!*p7W1ZsC@FTXXszSw0
zFtlJ?9#W)-1ky-}^QiTi41dcL2J)F<V@f0DE;q?GGz3XX&Bms3q#p!2!ICwJgh{zC
z%H)>?%N6zQNR)%Clr4M^wY*o^5)WJX<Z?8vMJyePitG8+%~TFGp|zB#40;pwb_A^C
z5AqFP_2=|nT8OR@;J^wd+UYZobpC{7`HEZ&oEaJDzkeje_*L0|FG<Q08$TZCssU{;
zY93w4hCcKD;H(&I*})PNOp56vvTjLfSU9Jyoj?8B#j35f_$OI?*5=!Iq(Z^61plWx
zX+%Y^Y=j5|fREUL%=Eh8;yvXc)(lsV%<vsu?0TTZbu`@aMCn{Gs^`D@N(3yb9FKz8
z@MnyW%<W!2TP;~MpZmVj(6;+374O6yxI3n_eCs+h-mBUY;m{WLN*g|7j<Q=dyO#V?
zNRF^+?YApB29AE<yoRpPI;E$`RB&R;@r0}lK2W!7_B3^&6`D&o;AjrLyWf|bmp-+K
z<86OHgB{oK)b`WT2l*g_GwRd(9X;+dF?89A_RR9`dbULX`DPHA+*h~?ccLCXh|Kww
z?}QHbK$|(X>QXak|H#b0G}X4fGx`&Eg7@{TZVzLR)F`l6cQf#Pyl-ajTe`7Y!SZwj
zU3Y`gMD|`GH5^{)376-hda8gctjU6E{4%0$;Kn%w-%ugYTqkn?1V;R^Y_5xgyCDG2
z7@IjaKJbOTT>W}1dk7JOFBdgxD6SeeMYl>k(Fl;l_U1o?P?83t8Rr7Lx>>}lG$m<(
z0T7qaa2YYpW8gDVQNzrCA>2mRLV@!VqZJIMxnb>j76|4i6fo80legv7$x%;pojSQ0
zEEyQ8+<|L^WbtzP9pzqArjAOV=NY-yx+S?c=~MKe!l&Q)<+o|jAu6XbxWe?44!Tj{
z^}_CB?Rkt=@#hgn>tYr0zl*w3I35DXv{RRmRcEpKz7QWTsJc&H5R{&_?<je7i#?wd
zH3;B(%<DJ_06a>${0@txA>5*H($AJO;uSdykMKTuo9#poZXjDUvj<#vv#PeN++J`w
zITYANHrwT3@QaTrAN9sF6Kg;dP=lSy^@t9U3$r=NWW$%{D+Lvn_%d?jOcPSyf7!mD
z45HB(dqlDpQAS^<_fF(h`wHq#Hn3;fms)onpa(7#tG3<!K0f=~H*g)4(Mz>tmrY*X
z*8?+3owQkL%kMxzQ?lDhaugY>t^Y5|hG_6EOxiu90y^*TAe*Duv~^ztpV8;*4z<vL
zcz^+#kI&0g`u&sRoioA3rP}#J1IGkzR8=FWxQcNf`#;2|j{ID&%koG6Ii1HI2mbl_
zx4Pq3nj5weGjiEf$%|twCHo0*kpzIgmXW`=(?-!qSl<9eL(A|LeX&ZbX-n>o?@xrt
z;s&|o&k9v4wuofY|3=LpdJ|Thrsn3{#AYL2qQb(SGU0GeHlaQGOEc9umk8fb1&h{P
z3KBHwb7z8|JYNrI&u<&zVo_bDhS^L_uY*>6V!VlJ!!=XA+OUctaV=&L$Igp1(dTLJ
z^5ABoX#H8E1Q7#at;;B?OG0T<$xBO1k4{3-B8xnMViFH*dRd7HBPw$1S{gMFw$0}3
zkxnB>s_f4lGnZkr_`mV;z0}LdoRdRUZ&yRK^EJNau6L-%rmnl#D#|iO9U6`BJ-!z;
zZmi1w`xBG5!)u04&Ar2O6IN{1VqmA-yk$2BxZj(7PvN>VjSm7UDm*{052=L&9tBng
z;E_yj7Kak@$tBZymn7KW^gfRcuiM)4vI+Vz3Y7`gu$r>_yBjLvRxe13=01Ob*e_LQ
zHFgc89U-)C1dK$6V$iM9#^P^dUEhODQf#f@a><eJL|olINYkCXk@W`$D8^rIhrN4I
zgL$&)UN2QuJGBF*WnCNb$yk9cw6p6LYPPr;PxOgd?!m0&zLTiM7+xEOUgAZWz>&P|
zXZa)TI&>lQSASx@BkxbO3eACf9M%=W7^VZHp=8c)2{m0qW&CYmMRlp32WJoO=R#T@
z(e3Mwg2dQxzce&jwock1NWhLsB1KB@Jj|^_<eVsD|FW{OnwgtRExW(^ZQ-}Db8@me
zpDptd{Sbll>v{hLeviD%=ouuXoD&B;X#~<EGAv3IN@ubMzBe<|s`6flv1ziJH`p~9
zTmZI@Vp7}$*no$O&|VTwd%E?tdCP@T+rS4#)ODN{v2((?^qxks@St=4UR0-4U7=wS
z6-tB{m}4KFsO|$=@YC<XY(t#SwrbEB7D<D1Y9PTe2pj!m1yGJ7_R0E3FZzGHh4#qU
zK9*|JSf+qqB@(YFLdeva2}0N9|AmmQcX!i(r=qXRh<iK07`9u*wk#SK(!!p?1eC)!
zc5~H)Y@pUtB7@yT<bt53>wdlxZO6s{pLdn9+e;f#id*W%N-c2}hv1#0t=`5Un}fwy
z0(^&N-w=a^w^o|oQzBQUwCoB#F$W9ujLOfz`Pzj5R6kgQ23|Wg)H->K99LEDMHxQE
zbQCIAF8qR=+<=HnpUD6$Z3$T~475rKvFPlZB;(B%M<^Km5jNXVKBeK5==Do3-ij}n
ze67B+dTjTxnv3c@|9uOVNpN5`%q6mBg(S`?M%22O(eU4H%%OY{60j-nvr4d?ny;$1
z<n+C?|IXBuYlU|Cx%nD0{iekaVfMk+X)#FFj1^Agx0yZ_%F2kcn79%0>0(`71p$J2
zkZzI)@sU1|HF}k`cJIgpgv5MA%~%qSxQaz{Bx5Ww66C)@Z4fbuZ(YMy$iP8@+!7b8
ze<4;<@|EH4$6mCsdW-#kzEXg}+P{!~Ok)@+Q9!>eVj=zgw@Gxg0bWL=RY#Ok$(?C~
zF`MRh%?hZ9#c)*vu{`$2SKU}P?1<N_*l&UVTrz+*E2zF$r8&rug~!n_t-jonKsy`t
z-Xp|a+Y~-9Q*{#Ko-XDMyC`z-hm)fxK~d250qt8F?e#}9hj(@^^7=1XTWR(T8_xh!
zW}p%Pz92td?D~RR+Wqmku^o1M$e(ZQj#GoB-a~#kgl9Npr9{-t4E-}{tT~?3^eh{_
zdauO+P%r@MvVI99mGCF;sz9r_<ytWp0rBH5i38L7(xiueC{FE1+I`t28SA^J9Nhd(
z%9!ZG$l=`0v&DE<Z9o?PD20JG#(&R?`=qtz^Dk5aboX(obTc)61c&lbHbN9VcH-DS
zPR@*@NqnT>q6nWUz?O8(ci$P?>pRR0Ki=wE9yiyxZpUw#8HoDo7zIRkt2V-DY*!(m
zW7rEBJ*G7djdnl{^Og4flCpnyf{a<-b9XwNwcm*agKFT~7^CWA&&e?~uPT@Qtu0Y{
zYH`6&n|5^@a0)gSK82`*H3<emv95-yO!yIe4UdC)DvB}2)7hwyxqf#oN3*p@FmA8`
z>kx8ATR2wdLa}l6>gOx|nyu8|zXKbQ@*BIm&Ouwkqw)p6NF-4KfA#OZMd9v{(635L
zO2;QBQpG<^{%bIBMh(^J<(WATeiTxC0aiUn=S!4)UANW`vwSAUs@m7vtcj8J0s3w{
zzzy(vbp|-PrlzLZ6%`0Ud1z5>0SeU1eE8L$(Aww=`0ht2^$n9ow}Va7rsHkMIlzWf
z#p31S>UZ?;xX4v}dEaDqR0LRah@&2TYpRaJX+oEVr9Fg+5>d!nNCE_@PfW0ciEuMx
zn$%vp_OM0!^$Ii;$p6?M4-~Tgd~mgEK`v&zFW}K<*RqNQan;ZEN7dgL`WlV!xQ-(w
z@txk)RXZCqvh=8_fEQ7BAY46#8}QXY_d2%iZJ?))K%~r28LlEyu5(O?L|CAT%XbUG
zV?6ygDNdMOyzMSmUa`+gg4YxK(@hlmQD8yTy>$4Y6oxGD6j}7?x7pt_85PEs5b!-C
z$$9nxY!y<V<kD*E^sz;Yg>*n-wOvCPiRY9t*=&Ed1g`BE|HExj7vHcV6|Y2MX|h6W
zn8}6wZXgt*x4R?SAumtZ0~{yOMl~uh`xgqACt~EI&oVni>dS2NAcH8%$;3Z|Y^8-r
zR$`m~c>BIN&~<SYc)mSUq8i72sxAZ7H&bYY=x)W`rwCF^`IcuqeX6*0ZvF3`4Jl+D
z;QGY`%h+90uWB|{112Uueq;G3zUZ|`3r)ILwcRbd4q(NP4fi}_qEX;zrR~2)<!sGs
zDDb*CuSy%9l$cLj^wVbwCWd*xNWXLE16o<XN8@SQyvpgu0MB5p-L6=p)tVT9nF9zj
zdxwX+w=FQxr?$>e!6Ky8QlIDr#K8cGluZ+U^`eT9bl!BlIh`FQ7ETe3YCVT->H^`8
z7A1mwwjoW~WOxQHH<+8uZQ8(Dq&1r&@MjxKwG^AOE)sY+H#c5|r0j7C6hKSL8<ajD
zbuLw_SFEYW;rdp?zzHJ1+DAzHv0H$y>vKXfOL;<*8WYKGv0Y!kS^9fY#UR;jL}JnF
z*M!TX4XLuC{Fsk!1X_J=biB>MQCHOA5#Er&yBV#(=Nl`aEFs|3H9Ks?i*30qfu<hq
z%0#m`eL5Q#P`qCEalJZb*!1QIxMjH9uE9$0|8w<@DiAcqQe8v$k-2PzdOyMZ&E5C=
z=Zq-b*DBt`{(&W@KMldWcJjD~I$FK$ZnreA_aqnXJrhPtO;=k@9rF#H!@w?6&+lDA
zVtR^j>RuWwj@#|=DVW!Pr>EoQg_A^sdv);4%Pu|+ShfKrx-)|h1G4#q0uc?2E{biX
zd2QB|eo{ZxVuQTjnC=WhgIm1nH$S-#e&@|lUamA}&tQ?R6%)j-&#Ur)q#~x4#Oz0d
zzeKIz5X$?9hg%v_j20rK1>PlZ><BK@q0(>2v;BTJiwIez@)&3Nh+6+Dm`m0Kq{^;v
zBwklJsX|Eu0s`8ejI9CNfjZqFu<^M1S~od4xoKLRn+s}f<;KOsGqbSBD;pD1Ga=Yf
zNKRhQvK+nWLQyOeeq1(C_IyW)kUcM!F;*6Xr;RJvddxLG@(B{9M+qPGcbN;rJTVo`
zhzZZe)#N4>pPws+gvKcLH&3nEPn}79;dcZPNB=UVESMhOs|!;w3|O>cFjs3->dcS%
zV?YB;SIc$OBX0u0rL=!ATRL-#vd)d9rGo~iKiw6~C<@cr!$(Ze>+XZTcD7sb<-Dju
ze&IG+1}0BI1ol6;C;}{*e8O_Oz2u#*@1wjo-6{QC1j5kPB^#XDy;h;>y>Dojwk|~S
z0*$`=CChF*j{M*@kl1jliZ={7P)+6+9f}$Qmtk12zjn$PX5sbH!(C#)9sn-&O6N7n
z$4wE#_<)LkpFVSlw*3R<O<k&)W9I0M%9Q<N)|$}YYQ{kJvF<y8c&3Yd-uYJFEod&<
zx%!f@QX{MK&-}0Q(vQY8A>}eU1MwwF8e1#j-k!`a%%Z?C>cL$eyx;R$f@fNrlic3o
zCSaHYF;ff;62<BluJ_iog)YAyy2meG1g#{n+pSEx@lB~m;T&WF0)qEWK&wp!aIU|E
zt)tR_p+J6-jBTxxdPS0qWy1ajd*8jT_I5BlaeDtzI6@!e^_>s!3b(yY02}_}nS5zL
z8u{{}X2&)eh=p-juMY#6WKk6r41o8!Y^BOg3k+Gy#8vm2Tdw8Uk%WGc;K&qDs45%d
z(dOYKjDS`Rg;-J*)98xBjmiCB>%;=6YG08A`!_<ky^iiDEQQ4Lc$>dV=2xb?p|r_&
z!Q=`KQsd#|S<1B8{&2H`-nnpOeVrm(c~jwwlwzFxN@THBW_+)u5=`q0#CXxCq>4<%
zxXmaMbwOAnzKY@pEGNU-xSWnRA5LS}PJtS(YwmJhA5xfH{6%$I4AyMjg%u=}go;B3
zE=9BIk6;1MOAe7>@`Z<U%i3cob;@*_m;=TTSxAlXL5h1%lv~TFVu`;;7{B~sHZ>1v
zQq%U#4EXeBi*dU>P-=K48GkX46(4j+5hpU=9tfHnk%)7B>0*pwKC`aul9g@dx#HU!
zRUCiX4c6KF1gkU_P#M$IcvPgHz-!YYAxHUh{mqw>5dtV#*dio$_jb^RGx?hTXt10p
z7OcWHa`Y~5n0yBVq*4clYtA0wlw1ftW7B!~SpuOzPwQK2dWHyT%zG%Wd;TlX=LKqd
z9hkC?j*iEz#zc-)o>f3h+JE?n(7cHx@YdaIx9g2nB9|bQzyvgi&1X+HJmhCYb~#0@
zV<h|)sN<{a^XbL_qRiFsxnT5K=gY1c8!iy@90PR7T)?`P@6+jj(u7(dH@b=BNr#zN
zTN_Iuomg$X!A(m`3%vfjcWk%qcwp)|QQ{I@xg7xwj1ckZQA<66_m76lPXATF7Kz{-
z_osgsSg_;Ub7+FcrQP%8g#IgGfLG%1Rc!?UQi%=9MvkYBfncOuS{xO2&{X|0``;nu
zVuzl1KUSW#EcCqvkNVxP@g0XOZ)sYLTu+Z#$L&n*5S86I($JjBWx)dl43seM<D-j0
z$v;k*`!3Aue|U10T^(`KpNoSuLpU@KTjD#zcrEsuE4(+`ex7YVI)AgV4f2Jp5iq+4
z_IPw$dqkL`J8GJqMvqJ>&djpMx!oQrb?lR5x_+qPXRvT*bd$OCFQhKLw<Vb9UT4Q{
zkCr9cKN}UXI-H4XJ6hrCIBn|w34_d?uQ=A<7-F~lEP>)GzawK+5n~Cw?wgLH|H)Ze
z-Ne;Nz>brP$PON}!RBRp!wTc{O%`JbCscp#?1QzqartWDp#gQ+K3rm1n)-|c{{|V+
z1IFnS57CW!I3r>N{S&{G9D_frN)MuuZj6nC17Lg2q<z>}TIK^8x5!9DAhrPb+||c1
z|IA=V%0a_lsCRdLzS}GUqqDvg*dt|bHV|e*u26WXLY}CfFWp)3Otw%MF1<OMgaq9V
zJm5}9=5{jgRm#w;;Mn0$4hdf;=C|7ZByGx=z6Fuf+Ml}hA&O|S!~oBRqx+Ztju@vQ
zxyzTAiR2-GFq;Iy_x$Y4@OZWW`0E0JvA2Snnz)c0M`op5Zo~rQA7*q7p%|CaV@c8-
zA}wHGB$8k#RI8=1G9kgi8av@XYAjYe)P)t{P6vW(VzCu=9mgX+xrx(ey0Z{cfc&;Y
z{<hi)BUlkfot`MRQ_mJ0TF+3q8`7rqeC2>;<8ub+o9f(tL*NO7Ej`Xkm3J5>@$tiY
zRE8WU5z3}12pgAFsO2PcmZVyI7@E9>f)7rV?9^3x<&#6Du--Bl6J5(!wmfKNy1t?0
zD&i>mFB9*}YXs`MB%19d=OuIc@Nap!Au)ELRFTQ1mG1^X&ov)pRlGe1a*(6Un?Ln&
zVKVUUtEKX)u~^MMYTFiO@erB`8pSW)nen0cd{abqpXi`ygAzVwax@5=j-t7^Ph7{5
zBYg^vp*Sj5`5INqzEa{kwuE%-b?t9}y?`1E7NZaxyd(=mSx;^qKTikM)P$I(M?$lR
z0M;`~1mfNLwS{J$;*Nbpes*>|us{i<<$xuWzSC<|m_VTT8oudHYoIn$D7ynlfuz3$
zB2}qUq!>o_kWa!{Ci$Vhu$r@V_*3*d6BqK?#^+K8gCqdX!<V=Vs#U!kK@n?U62Ox~
z6)zhv>@<a!C?Q!&HwK&3OzGaNC-2x&<q`(G6w)1M|Nqk=u-0rx1}KWB_#VNoaol!?
zB8mzdzjkc?)vO=|=96#%!A{LE4Nf^QKec~Tja55T$e}XxzTzj?bclzQL5vuS8F4zH
z<={|YPc@{>1<Ad%24g^_WSeh02Q=0)AZ8ZtKal~^w)_|@B40%DaH6DFx4UNs)pEF*
z#tBi6fHWh<_`F3)nIE<OBUn>;y0;iuoh(5TOoKs7RoV8Ec#ph`fd0zm`VijIvJB>C
zLSAU|H9uft&3boAZG8}k74!kFIx+HEi_cssjHm;5mVqHc54zjKsY8Ls^~uCqdu7_@
z<5cp^m+6US;ZtPD>QvFnkGP2MjE%90xw(Ba0K3(1j!_!eGj9Ys^<AAx5O7E3=69+H
zgurfdMpB*}o_lMvB4RZCNl65PoONlqVJ@Lddyg)9$g@`)vg-UP$%zBnt$Q>Tzu?%|
z<ILu4?dhM5r4n*L4ULrmM=puiWx0pV%(eLbb3`QXckT>RL`1}RIu}~f_rF_=xr^8{
zM>kBV5!aUh?;n@UyaC1O@-fgG(=B1GE4RZMf#Rp<jc7SMOKhzv@`DZ}DGWF+0N^Bm
zIqoEv?El)Pv?~5zWTA3}mFnV?Jy6Daiud*#=ejKf0D|g3@m)F{ux?^?IFRvvyB^v!
z@OiryN8~wU0-pHP41}I^gOgXTydA>NsJ^Cbq2!XV(y)S$85*F;D(H|4ST5u^TfZLt
zE;ltG#Hp;J7Bj}A%+HR}D*}^)Le`&8jlwL#giDOMaW6~;0}cY`C`)*t$9U4xY)x>J
zvRN&Mu6qB?%w30T5Q^xK3VaBaLJ<u@F_l6qFTbk<VUUp|xOBH!0NejnwyYP$A8?gG
zO~xw6<S+<(Em4?5(~Gs$+VaXwg&@o9SczUrTjq8bC|_-igU!L?Cu#ELbJpSHsqFIb
z`PuHm8y6y@9n1tvE@+qZZ!yu`7qfWG`LwgmDXF4K>v6WCO%R^`*E$6Gmwy*%cu5{U
zJ~IBuB)%hu(nMWe_cP)@4<=K1SRXs}E*&OM(^;b(vT&y^83_%yk^<UabRoc*d;&vN
ze40nNm500@H->-|@*o1|`uKm#qqQ{VJ~~lFtTlXZSABbX_$2Evn0UM&x$^q4$VGdV
zct16qeSKwlDr5wT{L{gaSZwzb+CoAI!nyU~Lw3m|QjvvbpI~}rzt;ND@3wh3lbXLe
z)6b7E{Di`&UGpo-!Ljj!vJqz8d^u?JX$z$lN*wXt;lIM~qB1uyAj|0?nO9bM6$6FA
znclx?4X(j}aD{+pE22mRq9qlTQ#Uht0TnX|=;#QtFx}fGYjbTzq13V2Ou)sWBjfLM
zoIF=Cl&sbeLBTJ#+4G*rKw=ngJciX!r5T5|x0|v5DA7FcULSAI<+>fMY8>ve)~qIz
z{eNnzEtVK4<<eog0hoxSqaz!j@x6==(`>RPfQ5ziBIUSR2zzGbJ+xtly^A_Lm`dh-
z8lK&{d{ytYjCdW2^%sIM6Ho|DY)Klf4aY*V)^4`_H+cN2<D83lM{y-u7s$j69(6QG
z!Bf*DqyA$xGjAj!Z$wtdyROQjgP7Q(K(6i*lP-NI-YmxRsR{u**O9*ekW45+&bMMj
zSUDeDG8Sc^QsDAQ9b-ucbI>U%0O*@(Ax7?P=b+ww0gu?{c<|QgzL@f&FaIZwonm*3
zj7wX7_F5Xuj<;^LnY^&NEN0uZZqLftac7?trv1H!@8zh^3c=(Q&ufp<y*co9YWn8(
z64BZtJ234-#V;E<x`PF-L8AA_cAf@t5Ghq``JO$)pFGCT^AEn7Bt~lv#9AlX$iY>N
zieCZ5Z!U||YvnYWOqMWegC9_g9rO1C#BiMx!9ULumw}{M00)?;AhDDeafCA!>~7&S
zavUhHHT~esD;(c}z+9G?Hi59<*PH>tVNErUU=dG?g?7RGPK?g*(}h6PoFBu{9%le4
zoF&JW6CF(N=jAXxF>&_!d)BxA;<&GuU0XXgUMuyFFDKZ%u1w6#%zy&4Gh%(QN^gqm
zFuf1J4;oL5oq&PuOGt_cDfa*!fn;U_v9&G0yS#E5XByBIk|)qk=YtkQH|8xM?~_I5
z_`skwA}jd_$1a4dkoz+Pj({L&05_ti*^*&ahu*v`@l{XE`WjpZJz6%SHqo~P-nPxE
zc|&!b0goXGDy@MqX)Kg{#gslAiN#+*NkdvA5Jw172;D2oMtV~ceP@-Y^m$EZ!9RdD
zIOG>HRvtNrl%!02?2!c2OpMf@Tu*^KGIW?x5loq_F()^g;o9*{2-OSs<?+IEIjM(5
z#nviBjhlck5E16)@a5DA{PyOSmQ>AYHV<yL;=86%=fg2%R#Ug`LOFl=UNg?d97)`a
zL;?igsL4jq$Ru%z<j%~*&}mUBq-Aa0ASLvfd8+5RtLLA*RS6#gOulD+qOTL$wnd$j
zfPrk@<W3=g(}QIx<;MKxq?7^;$~`x_&=+bDgd!v~DK5AIHt@LvrdHyWPRK3~1=J9C
z)b(FrhSrA=b&w$jW%7ADQwGO3*o@A5kkQx5#71;_b|0)1&~yJb1>MAFPUGgr$Dkm4
zrV$Q|Yz2Y;)JmS(G9(Yp)f+*5ImCbeEuS}&K0kfJZ{-CTaYkC5PM?MZKE6Eh*0)`D
z;#Dn;0e=Eq$FI(98Ru(F4*Lme56_0=k~cg!&v<~4@$VMw+}57+*{ijzd06_gu}F#P
zKW9gRTID>Uh_40ZKl5NoIjps#8p%h5b#xGOa=6!XX8N-{Xb96Vsy0HGj0be}BHAjy
zMm4~aBgO71F)Yrztz_-zst9>I7FT0@R}-__@@wnXlG3h^0-H*=*e*395%H&4PCDM+
zZ^EUnvfni~^W12KRi))YTi3Gbfa+dvanPtWl*FrP;Fnj1lOV*Yf>b;v`G##q?x~OL
zo)?<y<%DioM!LK96Muq%R}R+DS6+4UFz(hFSf&FNql4u@lo(h|Wx(eC<&X#fbPSut
zLPUi^Sh+$aC@U>2QQNFV-N$($5^OP7CmF$kU?Q?pkbAUMJ&I{j9J#Ln!}OBWTD+`^
z`)ghv9hGR5oF)5Vs2CZfD;;7M4mLQj$T1zil8n&38oxghwcH0CE)wk>T()nAWKZom
zp8{E~YgYjAa<<WybUatI3+S~0aW2?$tJ8P6qTBfE^|y{;>DWCNQt;2%w63X|?`c+?
zm)Cm+8-mLC0@`Fd=gys4&|0~u0mUK}s=J8aD5<UX?6SyObof#HH$Y7RFjffnKcsJM
z7gTm?w0h1-n5G4doe3HmoYCQsMYF)Km!VWDK+*a!C#w%>tqFUPl+Ae7Pds4KNeufr
zL4+r4uTnSlbSx~&1lHM<O|XV7@0UY@1jXIvP0?(;Un@pr1&ag!BD1$HW|5eK|75ok
zVD}wms6t4Z=$lM%GyOV9N)BjdOBDly@E;u@k>jQIcIk{`J(V9TRe#0EuS1x1IC@_0
zi(nn7+FM*}cCdhmcsY?*dp&&us`pAxbUyCp<TFNlKklo1t^p2JncCDPTFXQ-Gep_K
z=wt>@NmZ4}bheO)hzOI{i(_T;KRCc81~BPNw!3}F$?q!oVOOyfn$`qZhcy|Qd{!W~
zayMx&@1ZrPW_GWiR3soiytV)Z`Mvv^r8_Sn&>_K{rw-`Enksdqjn?vZhKML1%u~uy
zCHQnuEE5IzC9%ZW#}gM?IoBA;cIBbA)~_V=<k7Z03F-pw0bDK!RKG2;BgHrac*>|(
zb)^kjFvRPiqoi|J02Gt_Taofh?%xVPna%t0wA(%(JLJ9-fJIG1bId%1k6%S)S09s&
z-4T@zS}+x!hx9L={%SFeqYNVz)6IflvccnPtTTJP)g+Uooh@?bl?6f#pvy*vWb43x
zES@usUO3tHzAz8CY`ZR20U(cC#YMWFO*%OZb787^KYm-!nQKi#P)G>{WFsq-V({t4
zb@<B7H&z%_2)sKnHZEQ~9Cn-|J@q-HaXC;{0TiI1uKNPmPQW5q3;hkd`+iAJ-ph+m
zwJc#t*8|}%aNOARyp<*Nyb=Py^{%hyO|O42{{o~)2jJh+=;r&`_jx7ohV<E|2e5FT
zNP%M7Mp`cehN0`t9v2t)>7wmYZdojAUks=T4Bubw=a-fomULVi-htS)yvahT${B!$
zJq3OXf4RbjtEX^4Hl1@w1P{n(#KZ<+10>pn#l*e>Gp_h}^sePN@{olxHCB%Y%dU|}
zczF1diV8k!vct~pDS=PJtL+{Uu@`sPO3jAQ0_h}{6sY2W&aomgS+Ro+j(`NtkL7b_
z@x2Z<s8(#ght}Oyi(*Foe~<|Fz4{+)uQ$H6bYxr^t^}&Q9N%O64&X%_-|o1}U9C8H
zIpB5EpsM;J_fD2qP4`C=*1ccP=NFeiGDF&!#MGV{k5DsI5?9>$d4y=IkyaBm9ap{Z
z>i``Bn3yOkD0Ev?bu5yQ&(qR=k&segvIxzj3=<JeNV=g#Vs9X%Ta0|20sfmK0I*1A
zJCMuX@Pvm`I7WvIJPnpXBH<;emS$8y-fm#^Ci{1Z#pK!hV^T%zHofe11Wvr~?O79_
z#~$1D`Fw-W!IuVP9~M`kBCCFbsQB_OE|csDje8%$ZmCcvTG>jP;IcV(TpL-<SzNg}
zl~Zo>Bcl!(ih^tsSH`tAW=rq*-Lj=JI%m0G1B>xL3ZfBkrM}^DocZ%06NCXhUqt*L
z)0CUH&~F`u?~h%dd=&L)R3g^@9Ug$d{PElx)u9}q-vnInC`n^Zy@s=?!FOs{pQ>E#
z0!85Uixbad#;3iDt80@)3bYB{eBxJLoVnDEE6TJ9%jeGN&B*?phmtxRoVh>ytuFb|
z|0Q;)oAoc$y1I2RWSP$z4eU4mbJkc>j#rgNF!LKi7DP-T^7)4r_ro#+gLE6Od?mGv
zi<^@eCR>@fSY=q1$2Ugvq@p3+ZA}ChVZXB$1VeA05qpwO8R|SA-BpnqtJBa-pbJ?;
z;bJ!~&7j>}EzA3Bc6RSEMx1b`^YsGwVpN?gK${4ZT64cL?d@q?xf1g#Z>K=_YPjn{
z#zLwzbbcwuSTI-4$w}ucikWr9*jFKx8sk$|^(ZNOeA&!|!nL4_H(JX6<tvUFT`+kF
ztMGPXLe5Y;z-#lRV9PtAH~TU>-13!AA}afqeY26BbN4~&N5=-VFC?UPZ1~)F1D7BF
z2Y`WtZ2$Dn)4tiZw!5~Dh!Y|q2H~}BM8YG%^)#7Xx3>TPzSc1lPuy?x5H0xie6Gv;
zz<&p=nMU>M(eXp$M}{126wQkoZ9>N;bvkm(%DFRe{|1MeXRWaV&(74ev^A-(a*!X1
zEf3;14FZ!WKPb>z#dnwcT`h8##zGc`meUAK!57p``zd(VLc4Y9KQ~4AINA~>@Uptk
z8%f4=2CktXd#Lz0(&9oQBL|K63)|YId`+kG;NX9vpaoL0d=r(B=8RW>7~K{`C-H@$
zPb1NYrEY&iq0~);V^$3$&$r92iR>j{N4KuZvDHG53u`las*fT^P{eioZElYE96G#@
z>GqOh!mt-By}JKV!PQt;SSaUYyNQ_~WdT3DBdn61SZH)lq-uUjQQ4UnSY}=IMSo8L
zgOT6ZaJ2t7K6UA#?;5+{5SP1dl}yEov{6G8jL*};Xc`ea%MC~bUzQ=Y44+MHttK_Y
zRfm47Voex^cH9U<o%7;+uf!Ro8u0h;U(oC&zX%F)@XsRglDRyX>AdOZk0r#=?vuNi
zz@=jY+k%^Z_(H8ExnsyNuxy>_S=vxkbkf-nDaNSAu=U28hbHj$uK4K>%=%|x>}L1-
z6FF@b*DHNQ0`B>;!^f0$po`Y39gK#CChzX63fvj8<_|&S4P7v|%1Q8L3nz$MvKCFK
zNDPJ=)-((Jr3!6xmki_u&`sOD6kO3K6bx$V^3KzUxOi(tJYk?C_|Jwn=xuwanRCGc
z!EcBn7?>ayIvCOFFOSiXq_eUjpQksCnTff&Yn0Cy^pJ`o1Zab;Nh~<U%i{UQK#Z<^
z@ljp6n3?HkUwB$jE~okOhaF+ST4~LEt6*Y`R=n>mmLqwifn9xQZNj#pkXTjRwG=pX
z?fTi2qr+l5*hLq8xKo-{`OC)OL5A}Kp(E>IFYV+HrM_sApr^AuIO~?h;pv`}MsTNq
zpTx93C6)bSQH0sg__oQ3B}RH*#ho?B(^WYWaiJHvsr+z2XXwe*z5WG@LJkd=KGGEs
zCb!IwMST(3=wL{)L9LhUC3v5>DOv48&Z?N8VnJjPmWR&EQ;}TrV?ldmaa1Rur(8e_
zRs%m!u3FZ;f8%^|y@BP*hbV&HX%U&o@=YL4%V&Pz!3E)Tr1#u8%MmRE@OA$Mezx;1
z(|>hPyl=#fZ}H7#f95xT+|>gfT85=-Ez*0ap~zKJ6?!A;#_dFIBsHjM=%blah?(R1
zqlHe=i<iK!miMad)<{5m9`H#c?gi@Zp0eU#p52!Ij5KfeR7N|fG_Pv^2`1(Q^QG@K
zljn*<v)Tkxe`>t1Qvgd|76L5IXLEv}X+qFIf!SCR)qqh_2rK_!I+dld-Nio@e=B+(
zj3Av)Z!AgRr9IZ|b``$<_Lc`t>pL)yb34j;bv??#1iem;v8@@R=SGpM(E4UAE<YV}
z;_Zr;XuNCiN)>d!&^vo;*--HENBE_<dA>IUM0M70-~UWj+$Q4u>hJ*4mys-O9I*9C
zjI&izND9jntNNLzhLUJVT*!^u)*6!%7v%JjzK*I|Hz)4jKrg!6fJoOM2iK%Fr+$3J
zZjpG5e1m|1P|%r!LXI<XDkfN%!ymPn+MY=s1s70Qai19V4S1&{${847W9+waHyr$;
z^;l9{IIqb=U#%jm5b~R|zj=&+c3I1w{J08z%a}5^QaWOM^4Pu$`4>;h>DTjjY`=Hk
z{<&br)IyKbM;G~h2ccA%w#&Wzo%vR>LRCpmZ|dXywWPQhfa-t-!m$1;_2-WJ&1+_t
zrzO0E`Q(!1r++tS)U1|Mi&Ailg3)RS*A0QBOo#<>1ceRI{3dlni`o-o8Mi1;D)*0u
z@-wcuR7d1~D&z?DOHKhLz(OQh8?uKn|HFGr^O)yO=VEfURFVF4xhZ93@E|gBx3EQJ
zt|~3X?iy*MSF~TjppZpVanT1(Kb8RZ(;E*Di|uh}z_{KvS>t*-S!d=9xMM-Q8f|vv
z1vSz|VA`|st~mNRhaVU-S;V(YoT0==#5#j2Gy_fkzOQ9ZW=8n8#@NqRm)H#HZ7~|V
zq|Z(n2@QBw^C?Cj&#n+Ie6wKP!8x?n9gD+@d~&&k1U}8hlLS&7oy}uI=(I7})C590
zZ1o>In>y;{5!5sKtuI8b1RT7Hl<0DJ+!=_XFX}(@Vz1OwZ8<sX*)<2f=yG7JHXHwj
z6T8Nce`hE{D9Xc?jE!mUQC3N?r#?MpnEWMJGW$%q^k2t0(4bwI2xYaLom$~v0$(uo
zbkGU))Y*IY{Ka-`I<PWDI##Pk1uppMYW<Pgy8-8el+Lf1{%db>^Z_%hK>q&QM$Q8J
zgDbChTemXp0*%05g|dZz_ATzBCl!)ws=eGVj{qk}N_w=oxLAL^xh5Q+J$8u5r~Tb2
z{=ex)fm(#rY&J<SB<W1HXapvLCfkvMgcRh8i?DGmeA%oYGik(2pgSqr*I(t#FWh5G
zE*leFP1V~4C`i|!MBWwy8=jHlUb|*&aby0*@bt#PF7c@!()dJ^PewH4;qc;lHeD;<
zr5&Q3MQ=toF1Kqv1Ou<oA+Wl*0+15RcQc1@6=_K*HTQDir~bU<Q}90TG3Q96$T@n{
zv((nq00l*76f~h{_-#x4d7h8alu1kc8M9K{T>rhm<Zi}*&$ROI!)+2y$=y(O`yEdP
z9bL)Rl0-)(rX?NR@HP56uPDE*#kHq>m+!BL+#|z|4if|b5?<lOjeo*PE^s`I%+B)1
zmmC6&RuFlvLx8@@V+X6ZR|$gTS1X0!s(Vf83woKdUV2H$@YJ7bxBTQyWnQTOM-qxo
zwz)#qH5K<tJ?(mRO{)S58u~RAEsPXIObRYl0ABEG<)MojE;tt=sSH-S4lQXcV(By|
zFNwN3@=_sG3KN^kKHCh-BfyKALS-zS!)ffTaWU)M2d(WWfMx{Mx+-jXdb&}=`or?i
zg?-DLl*pC9)cGf*dk3KqaLiMo3R`3x&jNOfO^ZuPuEQ!+pVHPfZ3-8ShxEMeF#t@2
zRlka=rkI-sSAt3c8@mfRx+3xn&3&;Ef>ab7yXGDCOsZcnLWBuE>rA$A#Mc>*d4!p<
ziF`}~r%2TLRpb+Mb0%_el3+Mx60!CD2CDZ>X$qd}+(>N`w8`~fXVAAb1j7R<N+<Af
z1bo%3450261I3^Kh4<bfnGTMKemfMaM)RB0<&WQpPHiq%y|;||(@;t#Wd{8%Au_KX
z+yZYFoD&WFjQ1<heZy6$y-$+Tt`{rf#ihf-=t4N;|Ey!9wZ7&MbsS?t>JhXI!IzAH
zb3I3tf8N^}k9T3+9HQMyAh+?46`6V<Ov%6E{N1iA%w`^#yP9w>lobdw(R&FrYO{ad
zyO%haV$1#oE0d9JZ~{pXwT>ocm66oov)X()qA69@-kiZAzL;p|DvL9m%|VUhE=EVA
z^hXjKEm9G~kG$2Erj3Yn4Z~2QkfRGn<5w>1DYYf+ukY2(ZBfp_wCpF*O!Fka`MLu4
z2Ig2asYvL72AgRA{Iga5k+pTdnOVPajpIo&Fg%bd2>lBN;p^)TM1cUdaB(s9PhsI1
zU|$F+*yJuh22vcixU#gcwKR3LRdf9Q0Q1)wOhd5{nYrSqIl3+dtwuzykt6~vY|oBu
z_OFsR{_DQ2zS#E-{STi^Ei7cno+>xaEvWOY$fb9bo7*N?Mf4d{Hb9Q{pCdStQ7=*|
zM~v!gcI-TLhxxo|2)XZ59xolcrgANA&s;4yQ3LWRE(jJ8fl~d*?F%>I9ky)?y(wD{
zaO7epccKQvH9)VNMcZN<j`c6A25FCo#pmZ<%?!nCbZQt>v=H@V3k!I$1u~nNDxo3A
zcZvcTdF2=q{I?c=|C$~2%SwaOSMlL3<poOO5o-GFlclVK3L62c-8ptcPqn>M(;STJ
zALQN}ESdXbYaXJs=*aBk{-J&dkkGJf91V${^;vam2%yo!4h-}WNXTH%TL+56%xhE#
z=uPnF>^5E5lX}w+*BxRO{juSmW=96rLK#s;ycONlpbE)@aSV1-WtH|DSL`GPMA3p9
zFSniFaFbfahc6!H*iEDfB)7XGTfamv3TdSt7kA7bqOYA`Jp>*DNT#~>w84!rl@v5&
z--4NxS2yX$fl6wU5(~z9euuzAM(lWAIV-=N@X87V?xz6t6$KMTGG#!rf3GDYGR_Fc
zMVO$)hF|E{jV1Wq4nd*o8i6bu+x)J5f-TTkX*|quJ4o?-+6hutTgq0ofcf^V8{62>
zHnj>(Nkjw^V31EwD}X~l)U2J)&(AApX-NaNA(aG`dF3T05!QSwxTdZUV8`(L2dJwE
zpvfeD#%QTsJqF)&fwus`gRb!4AB%;3JEm=>MXp%6@tVCjRLHeWsppXXrd|!&R3u%C
zX!AE|GP=5ix0uIZ@T<YtCv}aFtC4hL&12@(MB{zlOhm6eyoNzxR%T}FuT?%It`vp^
z;OEVbpuzk+yi5?O#8v@4pk0tBkUU`Y`Q=vZTY4r282|<nyc&Rq)%oGO0M{&yBUP$4
zRGA37gvP+iynn)Wql>KJxrv(Tz60AUAGEHGtV}u#4*ID-(=N#WS&7r2J2KOnR&5C3
z1T_KNrbed>(DIu`+l|n;EjNkU{9d;h*sf?d{L$i<`=Otc+i7hsvkJdt`z9D2Cf96k
zQkv3>gQ^B&bR_yXPiu(AcURj^TRtwhKiq(Yo)7wO!r8-&U2CT1H!O}jV5Gl5!T9Lo
z{bSHOwQkg#I?^AB=JuSbvkK-Ed~VcuYF7JeHXIPhtfc<)CBWWw6tS@>b*S~KkqUvi
z>HD8)u|a27I=QNx^?zH(GeWdbL9N$cp@am@M_vO1kSM8L1)H47NBqWC!i%rmG=8JR
z&6u9rwWiu}rBQ#kAQkBP*0eTSlZz#UtXMJ+32Dl8UO$)2;siG{Gt=MSU!UMbjSkm!
zFamVpgoK0u%2iUd(MnZj8r_(c1J|eCZaf*MPZaeflKn04f=`$-Z_pe!uG6z5u$tSk
zMJ6Ib`U`>Q3rTdSvC*e#Bd#2L1Zr45Y0H}S<b~816zsO<RMNAdWLf?zrWnRSi+H(c
z%!_~-PolGheL-6%4`$DV^!mX|9yWoshGv>}r$fAkJWpHL`6Mqz8d;SZhtH6@bXjP&
zVSOc`Ok@qNNPHIv51Z+#nO2?S`1pnY#~alW9d}Tl#Zt|`IvUeEsnN{^+nJWb+e@{q
zKmR(I+dXE8Bv7@VE@3_G=2Uz8L^!PLb|1R`{{F3eb{*g=it<%1GQYFGch&)7xqhRE
zwTi=GX2sX@wk|-vllJ$B8>8Q`@iGL0!GrDnA?x$|vmc#Ihku5Twefi)yU12M<VLii
zqj0R<L4xAvhPx$Co!eOeC80;9uSFuX9r>2*S+qXsFK&j=6EF&zxm?K<%!zi7z&Y)M
zKk)|SdQ~s@iWH<R6tswJiZL_YgP(?E)Ff`6<o^vN@QH-xxApxKYyCpYzlubljvNc&
z&D3zvs8&(7b=v%%-0jI$ojp7G=yc}f1k0Xz@SF(CMXg|nXUhAUG$t*wr%u{By*^y)
zzh>39Z)r`^=`3H}NSRiV))-fF4(2=(xOR#*tnD}>+CMnRVspVuN=h0M5kcZD=!y4b
zu)p8&iI0WlrkQ-#W=b}e+)(2IuZ1f^j+b!ileei-p9%X-6A{3$ywirMl`R0PV|_b<
zRhO%1N8jr;t=3?0e0J3B9sUT=*vIjr%Bo<7LxAK%*U>@Xd_wA}V=+b$4F~T3?r>A{
zv?f`bAorIY!FUfS&orKYARZX3WrZ!R#}e_<&ckGfv!Qw)<Cq4KlbJ6VekTYImCc=3
zS~z!e#ie6=Z%r6nSc^XIoYKufB4=VwI7s({ETkX{CXL;YJQwfM*Jw&x03Xlf3@{P!
z2(~;YitjAjIa@irUH8fSb0Iy_?la;}E_o0hBwqWziw_ylT~sB`<YI?Gn<1g3@_JaP
z0Mnm|IXWqCs9Mnw$E_f0?VHy2K{%Qup#J2XkU@3XQ1kjXYWv1nxS>7>gOi@JmHWT8
z8LYSy1XPm1=wF{Lf7;RDL3Hsuf-&0!RV5%y{o_{3&BKV57>#RqNri%?;Z^7JFESco
zUB<tEEZ~PS#J2yK=(Lb#>sOZ|r5*%78o6(pp3no#J3#rcG32tr<d0Ld{oP>7B)-8X
z&R+t4AqRg`P%^&Xy01Wm`pGV3j=vGat#jWHoQvAf>O$zRTh(uVo=FEKWSNFcC?S5+
zs9CDO1&)1@0{Isji2?r`2V$SD4b@0SWZAlqnHxJ)oAed6&JQDK=ctUl4k00Ara<hF
z$Ph{f{>bI!WjPVkh8LH(=~j*x>HOJN=g+A1RzU>?g*9RspKNyCLq-_TwDDZl-Xf73
zZ_%72ATfYb^wr^hPRr%4ij;_pnSD<f5@?3T-a}5slMV?cl+%?%tce-fgThn91)1tL
z;k|xnTjFrJmTI=I<cSc2rCyna=TYX#%jJ<6;2l6{O-D$W;YFv=u-8c7Ohh?Sa;j+{
zL<ravy7dueHBpTf_mPJ18PI&OlXN9;E)NiA@~Oq`OSe<*dcoLyp@f8@`_!jRB!R|J
zX#9H>J`$di0l4`D2Huur$~~ClQr9WNC4EIwLC;1*{NNCfh=-Ce;4<y@$Ze_zWQ`59
zam<uoL0}di^|x6?q%8*z=7WsXLM7-|u7-iKjD4EXy@vwr{v(d?5fnS$U~om`)`{q}
zxMGMdH)MMn&84i}GPmJP^xO3t8K>}3Ktt>P-uk#F`egU7jfxotI~njkRK^l8tTuRJ
z|C+Dlbghc%eg7ShEt{YB%i#w)+mc=+UUoa)Z?NGnOKv<k!GKUT9=02$@HO;$V*W?c
zH8y0{cI_tHO}1^@c6YXGvTfV8F?q5k*JRsGw%xPmeLq}(;M#ki=UN9{F>HVQvRqKg
zZ@~98ra46>W%go6j29~gf|^*FzggSZG0O9=xGbp`&P(2Vb+rC_A$S|0<L76kh=^^!
z)L~^(z)^8<qG~q8gA&$mVCWf1iFb!1(V!I0+e|5^ym(_D+^ic}R!cXcWgU#4)~;oG
zDv5zs5^_?>IA9k?#lRM~@xgO+Y|!%x0&bCz(9nm93^y)3Ap5H~Rfe4n7<?<=tC0DX
zbDR#o<Ku5u=C6$H)DeLI<6(E&<<pQkAZVaTjXF3m{pm?bcv>^Yie|*aEes<By{o4A
zm{5{0YG;Q?&BOn4)g4vd4l{jOreOLV3t3+C*)YZ^m}*ofSf`G{Wx*5#K3K8X?Mxe3
z3Sh8yb;KIU;i4fRD2N02R>SDVxsWhtuLts19`Wq%-a#Qtkb%f4L~fE$b;-dK3#Il~
zS-R|}U@Bx*whS|Sc~Sg=l7_-O1C2VP*&OH99t+w#eGcWe;xJpng8-0aAMR}X%Z<1K
zWX%UFHpT9_2&(>PS(WFzW>Iilp9doXq?N35vC>eb)Xm>RM>x+%Caw!vzTK$*-6Xcj
zR&zURQTO@@1StCJE9!2ruppT`wY?C*kdkP=zM8uEWsML{6PBE;Bd~q-L_bs76}&v<
zdf?Iz>bfwT&Onn;OqbdnK~8jXDkpA^`q!<BDgBJg<U}I%wWBLi5ld0Ss)_XJe#BMV
z?Xy(z^`tpl3O?RLoehyBZO^fEmDo^#6LundP*c^{RsiCo|E2i@#_<)L3ALZEcp#<3
zA@`-}00I5m#7YGFIA2#eM_)9v`N%S+x&=1)^O@bZW(Mm1yxkQ_E6tGycNTU1gxR+O
zF}wYZDx509a;8uiD#T6T_xdLe!3I^ZI65o@^8@t?|Mwhm#M`JSF0#WN<u(T?x16oG
zvm}wigNxSfy(rq+<6FFU{KKC=f0FU=tX(yGPzI^SZ5W%FP%|<<W%JjlpDp9*S5JN>
zT=L=}f`WEbfuHgMqv_cAovSOM+Zxj+-HO*9E543Wu7&yN2HF+gWokE@iX`hpz(in7
zyaV^VmdoR6+u2$-U1|j>9SeeqCQacm`ogIj5;vbQv}b$uHIEHI%Uc%jDdP?_*!;01
z<wRoX>_U)J!5UlXN)Ef?-221$!(OTa=J&5X3btYBxX|v#l#YwD^-td^lVWVIGJB4~
z#q*MPUxcHn{AvF!-^3ray<ufhmRr8}FyP8Nb4X=I42=m*J*cUu!*L6DBV{sO`VQ;e
zM8VbMNfhHszcwd+OD8ViS(#o5)3)ki_J1fY7vdO`98Sqnb)R7@*)}&?&$9)Q9w}>l
zA`%nB!ECdpk$6%@l9FQg(uI~dqWE|(BTk5akE-*>38<HDQVxIJ%4cDUsK|_l&S%5D
zyOdwJ&{R}y&%OF;NM4Mm&U}1w`95I~AV2&2D*sZf*MTO8YR|UOczl%DYl(X_DZNY-
z8w&xfvVl-Y%y94;#a6%n@#4a`!1wL(=D0Y%(P#j2t~loW{X-+p=ZzkCC-29CXDQ1H
z6y<~q`5S)lb12Q5WT>W@<us>?4Ly8nv*WNYaNhI#?%r@+%UpgBI*kZW!e2^;-fac4
zQPe6TnQ$67xg+j}UC~3wet8D#ceOd}3<knMaXUfsx}6^<ZoHqE{mV|qUC%uJGT8b0
z&<!#{Mne-77Z2S&f3O&xHsI3kxMB<m2{CM11=v}5d>-`hy@P=y_80S@Vg$?k?rLm6
zUMA5V2g;r8+fVU{?r(~OTdAC0xM=w;Fo!feu}gnAE<2Rkm3W_Gs~@QABlkTH6%&s?
z7P0|JR4yl$MU@YK0_(vQ^jP8gxz3ts(=)B;)S=mJgkL`9#YgxVRsFkFD=H2roZ5_d
zg<fhZF29-1vvRd7EC|Wq_okAhgAWMjM@vEM3Y{zBpRNC#FW=!jKV!?WzcLbk9vf6}
zo9>=S0@-fkfW?|5hW?5`LJivIK3}TkywSvc6nx~kegSC8!I)tXshX&wwDJK@(l|`>
zK5M(2GhDF#cGSlQo|>fWu0O`A$S<z{0xd!I8IEyuP~g%PFlI_(e8m;z_QnC87#!4o
zd#4qnpL5Pi7eIcMU{BMptYirmk--u#%*iLU@Uux79DMJW$MeTF)T}w>?f#SCZi_e5
z1lEQ3bT*3+GBgegtZW}jmm6);fiNZb9MM99$Jic2?^7bF<Sjrjt7>VD0omB?K&Wgc
zr#%7BnD{_XO^V;!w{U~5_^zkCQtQol&D*B+h1l-EY3H*~4@Ffl{qkHP(JS0GNeS!9
z+RL{Oi>8-98lcBH>+|8K3N(Vgbf8{Fio{eiFkT`dOeCRPrpk8Xo$e6+-gX!m7?c}a
z+uK}!`C5Bn+h2Ga&aUp%su#h*!2z)9_e`N^LkE4EV<D<SSH|Y-c}eA($e<8uDHKn5
zoSD|J2&s9M74i=&^dF9%dX@_~z;S{?59{FR(2;ZOVl;?^70YacTxy1Thp9VJHaTMN
zTQUodV$C+|VTf5sN&$+@VuQz??N@q}PCwcxH-B0qr4Hqd5SimV)&Abl6Y%^kS-Bc4
zk&F=|wX;(D4L@?+UJMyL$8|B~;~6GSW}7Rkav8~dt=Y;}Mo2a`xbcZS$A4Iy@9S`W
z!q<u@h^qc>-A0}NmYUUKdM8Y$w!Ex9qYR8!IIZ1M8Tm;-Ia~$i?vuGIb^~>|CH~Bk
zstHAKE}{Y*P}WeeiS@bC2E829W@>pV9OiSRE@JaOAKzGb(tm5@Aa}lSf~fO<2Bny{
zttW&nxgd*=mMHy?>C1pLk`R0N>1!jjsVrxJkzc5P?+3IT!Nx8t`XWyM@HCOjy&4YE
zrD?&uoRAR6cGnl&D9gk4Ps)P{YPOoyNMbXpKLJ8GPgg`lOi8aDy8Q>x*7g5-69{^%
zv$AjiNk)^!wE5-6qt`E>ax4ibCyE4466IEBFxU0vK%#<ZX|a4hXkTO4juo;&26P`9
zWg?aGqAn;WXSMWi$d<>sP=zWmSfYz+%Q+zJT0YA^^Ws2Z0d7I0^g8-z3D%d8U%2jk
zXtx2FL=`aJF-GN!XO%RTpB}~d`?eo^ckZ?T%>ovX!VfaZW?1s%8Bwd0Y){dDK+36=
z)?ieaXMGxqgOlpY#ph<wt)z*io&8-S8Mk~qvRs*BAwx#<nFts$W~@cmY`&vwXYz12
zY8*f!qw$9Q49?$Y(<o+^Ao1R;2okOQIz=+D3ZM%vFx@XBv1@+;Jw3g%Y<b?}D5@Z0
zcSXVW-Y&h_VIWHnt`hVUOCx84Bp=_(lW_5RYiHM3rT!8cf3eUXytC&U*uYFi!2me5
z$@j;UX>Yksy~)7itHfpUYoK&zzmc%4zboBfxo&tr@L)_C?|n=%CvtyH(BC^4E>t^^
zK{Iypyr_*O@Q$%7Va!<~DKm4ddWug*PCH~&2@!MQ=G6OP!^4bf*`RD^@ktx{k|>4h
zk;%{n3pi1Bs#L^kV8?bLO``<;lM4z>B6IzPp)g1TD%4OpoKVvd;*VN=p-_TF`gCK>
zJ_zW}+`tU+I1u7XBY|~GObmX&ymFYdErZVr77PmU{Kor~;mZkVp!?TC_pJwX&wa}?
z9GEte&(CeFX`?DP-*JOPq=kG~Udaeot%~<i#2{vYL3ISBf~)F}Qq==68IIqGhx}+*
z?V?O^Zqlxvg$cCHmDV=GLyjq(3L7~QB$l`5Yc1X#bhlAFICS9w^rzgbsz3hkQV7e-
zqf?M}q6Ov$o!w%I;yyqr)U4DX2;Eepk(Y1F!NI}ebq@@u^pjJ`l&!ZLG$JbZcq#5P
zC2S^lno3mYgTsTUdoX1!OTp_GWsQxn!NfpxbpzG_q!Dz~m6HpMkYgl9u&}sPL{^yo
z0e?SfSdq$ErT!P|D9a=_l$E?lMA3KEKf1=oBSlITqvJo!_d=kT-nV*;Si(w?zvn5u
zOy{?J*p9wyPWgDi)9Agi&#74zzx&c-(%pL6IO|JEs6}~fqHb?>qm9wBo}3DY44+lj
zRUR$+`^eN2hsgIb92)M5T>4%c!$!jb33K(<EZ745vQcB;LS9}xfUc(ME95pFXe|bC
zzH{0HY^<huMFHQ0Cv}2;hX?MEDJ;o@$!O}gqq7Ysd-~`@$RsYIp;!$XkDH6{LE`}=
zR!H1u<7014u)@U@M9dhXz|&azkWyVDpli=0qw5I^Xe&X?|62hK2CKYNKmtC`?rt(R
zS!6zM&s8NOj9jUGhwvY+zp&76^BRf_2b=?*+Md@cf?iUsw9219O*h&c`3cIEsM;<&
zfcuMQ`<H9__>l87{|LbU$l2)=EbZwgn1QF_0H?tKX0CjsRydvPCJnKzStvO6o>#Y@
zn1p3zEjKgLxOEMQ5aRg)7ID963B`18bG4VrHec&jf{y>eMwxu}A*VNG@c&Pdjy$<Q
z&Fim8cwX#^MQdOr<;b42PyP51wj(AcMn^|~-ZWQM23!t7^I-_ZF7DgBd7Y+E=GGPE
zSrn<6dmnF}I~!2YQtCyR#T8Yk^_p4K)bzroh-4&AV%f-IrKh=uzxNZVshg9mS?ZnL
zrwJP9WHZj<h+tu};_)oeA}bb!;pH-A)$T_T$vRxU5oj5(NArBmPfvYfZK`RWl<lV=
zd|11t{N4D1&E4RQ*wfajzJvxsEf^nB*6+q_H@P{wvcw+}C0r!fS?%yZe?P`MCy;A;
zwWR<0=3oEg&3)sp?e_tz1he}Dx=PFd*Tw5t$S?GYuM2zs;=;l}mC$TGgyt^yZSUiS
zzj&JYzu7T)J<h-?{O_Pd%HqY7v4S1PY$oz+jW)WBX%G>`3X$6$a3H38KKUr-FC0Jw
zK1|V!69_^ph(9-El~3=F(Nw8EK1p>CabN}gGG}gBBlCKYg$u>VVJG5{%v>Gulg_LE
zvXmf_GMP~=72#R8{_IoFfnvaHq%&$zLzY7B>+1t*PD@6v#%wr9$DQ)M2dfsXKVPQ(
zZ>Rk~=b!l5IBuW!<L~|r6S^6qQTk&o20cgDb-jg(cw&aKSgII%w6+Q4jE{37MW`0{
zuk4C!+mME~wPabx3jXnIp~|^O+sAPNYLdQM`!`57fnWwx><kRG<0HV0Z{GAGKL{x>
zeW8Yu0&Jn?Ojyv+&;Y62&v@YG(ktVin5|zoa^cp>PVop86dVlT-hR!VzbZ`U4y1kR
zzewXaxz_1BEepQ0F0xTivU&M*PL~XtLWYqktEvW%>=O$S3YnX85EDyhsFb68=ZFCD
zJ%I6EUk%5}<YR8sak}%`RQvC|w89b$u`_e2rcoU&jM|I<B~i3vV~mr%eKp<4eCj8b
z`sWi-cw-OHQi2w+vRkNoy#WrNh@WbQP^wNNu;8@IE$i_aYmsp$!rOphXP@{1w(PT8
zP20rIwfdnY&`5T-@F5VoS9fN!u*8AJHZBqA$Z6o;o;%>5;(T^0K2dKl)E)m7oJGP4
zCg=^%O_R|-hkEUiV3s*M&@7i<Vlt1&EANej!pD=lBR*e$IZ?*Yo1=48y_-tuOYoe#
zOzU}?dc>4@xpSCpf4IoGO=k4MPUR{<9LK?u7MQ-R@bH??eD#_9ihpJ$@GCw9u5RzA
zWBKgPy+c8*$)_eVIA}5?N(LLWjuvsV&a&~?B&hNr3H!}-@7G-$oH6hL-rU?!>aC&T
z;Q@Vud;`D__*-`Y30<FY12UR<2?=NN;Xu!~N*Q0|*Mq(a(HJQ^N@C)%Zok-3XngK=
zUqzTUJ@uSg3iuLtFS>qHG7D9seA`Fx{QyJ6&$RioeOpavB)F><j5I)SaN+jW{NGY#
ziZk!ug`^-NWK2v+E33+Fo6`rcURWVO8{*ZyRX2241Db#s%==+^2dEm$S2rU>FR_-c
z{}7xW&^Y}CJ6Hc{K`NNk_q{}uS9GMD8IS<EbbtT{^62PjK~JB!x*IdxbXSfQD}m`j
zMzyq5PM84GX-WU+%ggr#oW$q0xahKVvr?un_m=k;vT!8d=z&YPO-KkN!{^cQOs*FW
zlH#xj&7YmNlJu~%@^YpOuFb1Nzt4HY99P5Vc~P?4S43W*=m#Hxk<m|}A$G+EL80gC
zNC8+je@aTAU|q@%UcIsr*6A3}^5F-1p-3lbeS~Aghqt`zsixwa&V)XL^M51mi9>E&
zjxJCul9v^eAfnvXpmlhPE%fMCdMc_jmqQjOvG0NwCca&RinZCEzqESar@%Oz1Kt6-
z4UbLNHe6l>4dnl<i;nU}0-|e$3m12-?8G`RFeSnvuK%<9FCK#g0O81VJ=nqOx{?d}
zNI?QA^Zl}Z{bB=>v^#y`fSVNv^ajEW3Fw~i+1c5F!5t7;GAe0nM=kGDu(Bot_Ef`#
zA68RaqLXC?!pLKM*WBSvy~Q1;APgE$`0*(+fir06$!t14g?0nV5E~#gHAyooL{%SH
zX=+dv(2)p5Wk_2Espesb_-hyYKsh>qBec52PMQzcaJZjQe*#3t-3Ew?s_NL-n9)|3
zr(eU-70mVw!%{?46wha$?=Ng@PbbfYViY_)IZ;tj9lVVgMoGi6ED3S?2NmF;Bj=;b
zu~MZ#176t6&CanY0WmF4Y}imp09}BQ4rU4~eU(_u0L$bckJ9VBdw0vzm!{zDOq>r3
zRnayduwzwK>57cH&6P?@Un1czW)2-Z$P5X2w6nOp;ToNKjVyWxh=X%x#Dfc?Km0cU
zlH|hEQd^%{74NF+q7T==pB<vIDZssxF8OHm!vQ7H*zlQK8icFH&dnz$nyzoui05=d
zKWcm<1D8yV2SxdWR6=%quhOys)9@apxOFya4lCsH7dilwz3hckTz1muys&~v$^Pfa
zH62S@4sLr2qBd(3qUQzKeD(Qz;!dXG51SG6{c7*icXA}bCpwDx+#E%M?E`bvj5$Xm
z){Hr3J!homUf&^k&W~J0fzJqh-lqhIDYFXEffJauQO&(+t-!N;hy^>Hk=+koEEX3m
zu)Y1~y=cY^E=S|_hM}P$a0rN(=03(}aGDV>2+=V3U7&^S$J^6VjSi5YN&c^(oYI2u
zuUXG4Z?{0wOud?jsC-BWMX}nez*mF=z1v%4q%_^+-v}z+)Ndh_;l@Ae-<sixNLHns
zYcRY`u4E~4XlMr%&iLfJF+TG;)3UQ=m6VWCP;$>C0XQLrtW`J|(iQLCBMD$ZOIjWe
zEJE>P6B3YnX(>cSMBW)_tjH$-#k7iirRm=bP@+-f!4p8{{5#+q8z*Oz?Kp?u^DY!P
zcuEj#^V;v3-E?Gh^zAWP8ioc`tO_zVHF@9euUEHAL8a*^Gcan}mq^m^)@LWGM)*-N
zF+@^kD~hm!t&zL4v%4{YX9xugwA4`>!Nx==f)`9J$LfURmGt_S-;y@b(*}R;>;)!&
zTA(UhuQ|J8Z+~|@cydBES_Qf_@45{z_8L8f0!9p2?heMyQTP9gAc<*Tk^J3AXTs{P
zn{r=h4IUcMTDU4{Hvkz#clQbvyWyVA=<o6rD^c538uiCQBk8`35y~us74a-i?mQDh
z*W*9#UcXB;IOw3?!R{4pUzu(}Z?B_%@WEm39(tu)zbD<d<eSF-OjoNDdy+eCdnIMO
zV4|`Z?>TncyIO)bz+s{>yArtaawv6JuqIO|Qm~K&J#G8vhr(g1C@BePuSF`VUBPx^
zRLEtqMM@`AG=F#>P33mIU3UJ|>rCtKzexFR4+#z*#uZ~kT~antSoJzc;l#$7YJ?nw
z5~rN}d~5rOk$nGO0m&HZWFE!bJa4$1j#0Dr$C3#04&d*B$6-58IaUBIH`GLZSG4;?
zlojbjy-{n$CLmCdmq$n<yZO6p-~{O2oyX~0nat0z{N5fo_5D9wdtT0YZC(fzOi0R`
zA_8xfbf?VkUq=}Re1Xd#Q2KNAVXRTiR-WVR%Og~;(~Zff3nn4aEb=%*SuVqccOZ=M
zjJ?6L+s-NeeWGX6e&2<oa4u5!eopLHG>t>GO-5CD;D#UA(gBC^s*H_2-{eF&8gB)~
z8Ep2;gS3I&(cW@d0o-lqcYXy%oozu-7R!0mM6&BYpyFl(riLrnksw_31YLG8yA?Gh
z9GbC2upXzr?F6nW@ImVGX3Zh<CqMYzZrUM>NYJHX)pdt@Iz)t#BicSe!DFMEaW8ys
zM7?XJkiiMMb;NIW{Y_Xh+lYuu=qVSY=1qd7VdrlCD@`sLx0BqQD=jsCNJsa1<*}2!
zDl4ppCl;F)2w%V@Ao7{Rv&O~YzWdpf!SBrhjL}y`L9ef`Xs8u2xSVmETOPq18@jp-
zls}eh%~l&_p<z&{s6Ue{peb>e{0H*%>{T+ppkfik=@WzU0B2t8Ln!!o?sU0eN>U<)
zNj~&^9E9{Ei|J^BUHnb!(UOc^Iqavuuw7taARv3*xJ)L@ScytVNZ|MuA!yqIEA$Q_
zodjTgz*5XVk<XbAWE<sub=?vo+Kf`n<_?P;GLNz56ZdNtg?Ok1WjPcjCNeF%=66jo
z)-y4^9Ps$dCWYTN=GtuE@<Fi(^cz#}11>p>zMvO)9KK{})k_NBV{!0fZ^A=MI~tRt
z$8>7y$4OFIEQ^Cz!lOhUQb_R3jfmLe4dKD%c<_Q(DboLFUFo>}si(Vd*jV$W#qejQ
zL?p*QRV~C5`6~HMyT0Cx&mS1jcZmlDJP=@j%)^8sXMi;_g<<nbt*h^D<{eWG!A35E
z)EZtthD!(9&FwN^!~!RIeMhPnL0iA*(Uk-Kr1x5S*Un*y4YD7BIE-!6P%~V3=>1sy
z4!AJ{2>Zyx=2E&b1AZldm=A~E-t5ZI*)gs~SVHPM@(wc#C@v`HNKWC#&u4VkE$6qg
z5G9PxV<veG1RootY1KOr17+nXz}9{Mm^Ln(bN35@bO=D3myB8wQ8aqK+Vt-b22N?s
zn(q?v1o93J$l9^N{XyHSO=k$7x?jlH-dn|OmZX#Ne@7*ec7Fs8=*Q15ic#g($rGZy
za8{ui!JawyAOJY-PxZ5}(TgvfU`T|b`uZ9BK_E_Dxq8uWvh$(5;=uHuf#+ZEJ&^D?
zoiS??5ffv2vDU14T4Pxij5VZICLN7Mtw^qnC02mEKpj(nc7GgdX#JzH!#6ib1Ws9*
z=l-=vvSrhbHx%N`ha~ab{@TlTJDMzTkwE&t)NH^$QoQ(}PfshY4}0ftu^jhh*t!@<
z#ClXaulcyd21>fd%jAK<5GVE_Y<g$-OA@u>)gDBap)2D^-#aT)k<x{TBOtcUOx3pp
zMH%LZPoU@Hfe$r%n;RZfY|G)>4k<ohNY+7`{-S$NJu3U?*JypY6$sqDpwYCg#~CBt
zudv&WZ4ILk{Ak(q?lAX6)~*RC|Apgj_O|z(%aiLhav%XBuw7Q>#>*^60l*6@_hyeK
zV><ZarU9YNnCV{s0aFZnD4jy&L3S4ojm<?irE(>S*Hk;OkVA$tfOP5q>G_J7yAmA!
zapn6<)QKBA5n0y71#dOnjE3f{9T=<tJ^$gR`}Re1ZY|L`3sAG-r?HzkX%2LE5&At7
zr>0`8*r;!LU-2JK<;Ke4dvaH=Ht%Bq4;LDWMO{U^5u>^pM=Q<B@;db*WQJLza*hTj
z7Vfe7sBEqhI+FQ*%=t%I;7r1d-Q5##<uqu%lGAxs{kvJ)+PK(o5MEwh{F<=Q(Zy6%
zuS6KS#eWE#eKpH#rFmX;Km99qhDLxfTl;18{x)Voy{;jj#fLMF7#V3o$tr~<oPiuG
za@>*eYAH76xS(#a_uzIRu3bYQBU1w}efAN<)!ChwGa%Ubcbf7a52#QMAgx_?j6p;!
zj(>79RKC}{c4h)YmofA?z9XP#Jzss{fq41xEi>U8PwlJE_x<$pU(GW-IEb!jI_KMo
z6pBVKa~OPYYx5HxJl|q__T{RJa@lQsr!n1hKc`OcBN%_UQcwQp20a7J%+~(#Z_dKR
zsJ}eEE4$N6`VXJ1{OXa0RSsSktPa>on=#k#q|xM@0B7-e)bp-j=922$W`L6@3^;xA
zJ9hBf)yR#-!V<CzOkXFgFn#qj^Lgw}b<V>ZKcIzTy@*2>*u14UIXT(rxOVAT?@0$c
ztc9U<C{VO1QoMIfxBRm;p2(R$nB-qk9^ZrDs^e$!(r9+RVMamYg_m5mA-|RYXJzf=
z{IIBjhGTuO{q@P2w6F@tQ+v_Dqsx$PFr+iHC0vT3U6V#z+ZF`)uS{yIiyImO|6#M#
zsuVjeDGAQcP;NH9fs?p|<-nHmO9Uj(#Hm$)IdY)Rwv_}j%$R+>p7T+E)(RsFi{IR(
z^`&kp_VeGzja5XIl$CY5JY!mIJ(GW2*QH}H?fi7Psq4D<-_JKk(!?e3Vdmt@EmrQ>
z$U&GfwF^!(%LNpiZSMzdHW&|bPS@s5M!QTc1bBQ@CtaOMc{9_?uN2$tFL|vK4iVAd
zZ`kpZvQ>OJH@9>Ng&lM0gjF@pN$FQ-baQB?T1CG+;CNfQLxxnofrezm>)tKqAc{HB
z{Xxp$zTKwi(r0X>Yr6hZX^DUzIk|Pb*XjRk`c>If9D%!)r;|vYDR1BGVY{5OZuG6;
zf*W2xaz}b#HeQ<az6%>XMjlF;h^6_XX|5#&yp49<eZQ&=8jxVva8&%X)41C7X}<ED
z`tbCaxWHu#B@P%pV+7GUTzsO#V@TEd++qvM+r`x&jR3XS;>+BbF$9b{k#3yx^}XHR
zUkyr@uA>A<GO38jeY*wE(XCWp57h*?xV+XhSomd<#Rz0?3HGz-;t<RYCK*gGh+%mx
z@U4;qz_%RRhdj~!v=u!v@9p|;g9d|y7b@iXEc@9CEcHNUE8>A0T~JU^+sk40YP}Jd
zynL*hn%eb>Nj$Ul0zmQNhTE91R<D%3$I^LnraCc8s3Nn!d?H9oWc61}U1d{Rs&X)!
zPh{8;0@*ZVR8*t(q%EhXrxn%Jr0nbu&rn~4yD4Ox*P#^7PF@D}9(*}8`b#&!P(4cl
zazd{Sl{D;;j70@ctO<QqzvHE=FY~C8#8>;q!8bx81WhKzr1D=w-MYywT$XaB7%HU8
z*2h?*oZf}e<E2-$9<P3BEkpF^D72|o|LQSCF0<VI1gWr;I3qZUD9KRhnPaCf?^eya
zHC75v$n1)1u|;@sps)89`O#?nXd|Xpbw86gU$f`rf$gaufuWTIezO6%)6Jf&$Mvd(
z$9ea%)UupNuZ2VQs92hrpQi_7ix*}iRl=P&#`Z>gaG6Yg)#YdhEI_9!QO(5LPg}KB
zPkLCN3ZpAav`%;5EpY}@H9mBccDeQug1kFi5p0`GUdZqRQbYvKK&spI*T-I@2-SuI
zJTMvZ1)rYUfj1Z|cIbg~M<QshbNzn#3)~E*aiO`YBNc+~@MV85$mFrXJz-|H^YyjA
z7OKscls0CeIUGI^`;=Q7NoVMmE1jV^t$F?GYwf{+Ix=JVYj6nDpg%4*7SDSXHb}~J
zfoWL2EpwNYQL>Wdb`VVw8Ow4f4A+j!uAC6i00Ujdk&%)71j`y3lLC#$(L&@rJXzjX
z-RXcK+@yiSgd_XqaoxUs&pzD<tK^V~7n-2dNcJ!vFX>5zK7BV$QNW*ox!xWWBmI1E
z&(7|QdL0AcQr_28Stu#PkB=>T)BSVc6||gWWo1cOS?BE^0ptt_tmP@Jmr~?-6IClx
zqIy*`M@B{c*LBJiy~%hA!7KYFW(P9s1nSxx-bo*nN;dk(Zs(T~vE;|3sQ8QBza!`4
zP2jiPlPle|7eCjeT^MuVO&&LJQb@{|LZXQ#@YzMd`bN8}Hf4ilBIF1(n^4K5nbFWb
z)|;Hcu`OYO7U1TI^ux8H`Yn>&qlMoL_<C1Not!JDpH~jOrv^r+>-G;Y@`c}ZKxn2-
z9~3HX6OW=w4%Wg%5MaFZG9F%E{T<cMY@_^C7(~EK>TC*J#;h^hl+Ap9872l-CbAh4
z2`P5#d5qCT7UE^A960P>pMg(`vG(BEJ5B_t7=H8HJ3a0@4$BludVU^{JMur;7QONK
z-D6|{B?1nu(*R<o$;6PIZa}b(&?wa9$rkClKNhR2XzPI3bcsJ9>ECro+V+d<^vUMZ
zuvox^_b?Y%N}fMCVaD`6P&p>of%FEZr?6gM7A=(4pwN0?dUWg2*-oG<-_t~4-~=6r
zeiM+Sga$R*4aR1@^pc2e|K9BfQrG>611X9;p3Zp1VWy<3D<>r-)w?huE}pBq9|(wi
zf#Nk?eZLnoM0^1;pl7&PB9?@L7{@Un{KLkKRIpK}Ar8+|u-S>6p#AE>C6R)Z-S>Kf
zjtzv#dZ7Xs)H&OMQXByM+Sw<3_K#3a+mMLG8Or1Lem7@iVnS9%|5)?v73_$D4ssBg
zAH~e=j_|U+{-ZaZ0q35I!cK*!=WwOtExr$D|DXE##bd??)Ty)#EE$ndQH2AT&Zke7
zsFp#YT1N!nMLcoYsc>Tr8jE?DAkoGOSP}OOl$c2zC6bA5HEepZMs2mN>$6<=6)K>|
z00;F{N5*?6+og}$NQB~cf-Uy7uaZIxnJ@Qge^eX+zkiqAVpRF#2{y`YQRPb>KvUkC
z*ug}V!B0>YX-dqRJe|%M7rwJ4*4uyQ&VT)`z2697iCV-ghb#RK*J{G$OtY?W_-_o<
zN?Sk7Ywk}=+`lV8JW%zScUBX4GMLD(>&rBNOcI;vf(g;*f(w`#YVuV~DoN88AaoJ+
z&3#<9cO;U&@F!$e8~9ntgAQBq;^!N_jM0n(z-`E6nNjp^#;oPY*0MyjkC-@MK27Ih
zp})`HAaDAzG?+8x=&)Hp?rLK}G-2bF8eV0M_lD6p3%Vub&{Ingd7@E@YlTW-0rT8x
z%csKU+w^_~!^l~EA@{FnIEJ<a1b+?}?^wKO;C+&a=}BtXw<lTP$^c?BLuO`}rhp_6
z#N}?faexxRbASCExwGPvEl30n3K<-TY2cGsv?l_z$$A`Zx^tO~fu5rvoSUHGh7zuj
z+L0+vmFU+BpC0<zhRRfvmBeo<WLW{F9B#NIDQ20&!xFto>i|TC&F^)8gY+&qNG)q;
zG8{w9%8J&xDHy3GjQmP|wM1ArrtZY+HOosd#djySk(BM#VHamp-Kq+3wT>=VI{Ot6
z2q=R}S}oP<&Xtule}8}Ckqq39PJdt&D=WIFu>rT6N0kv<IqMp4E;R9DTjzloWTCL^
zR3Txa8Fsqt-jg6r1_wE6Yjwbdj)CR)w<_a-NbggLpy`Z_K5x`!>!M5Tz)j-YA^CNO
zRla}r)m<GhOh&!o0VF{=BU`WsgZH?XCU(GlKon&;o!8$PC*o(&6emgOmt(f97kV>6
zec|Sc6C-<ABopyXSjc|~T}<A4RPE6NsFsta@VfK_Cr1d!;Y@3ObI^Dm)kay^(gpz5
zL6H0?)y9_OdO#oAj}=1Jw*`hz3d(7K7PJi4lHc+R!Q3{KgFX_XReu1;8<P9XV`-u7
z=`TDzMu?P2<VGsF`8?GC;8;5RG_k)~_EaCI{35XwkO%^u<5#0t91%Ckc0*W)XmDIV
zXvh4ov}AfcqH$}xvo^h}6f1mFiK)_z2GW_0<}Sn}5RQOu9WoA%IISl0#Qc0kGc)oe
zvKKvas|L;bRU5yn5=S~C3UYEsAVZ|l>8}h;HO<)6)Zt$Zee>5<RVJv^rfdWobbsUg
z`bd!%<k&{+lZ?jTh`?b1cU~*>i5P7DvUR-DMQiaSGWf7$+P~a5o$gnc%p*@<pyhP!
z<YZ+3ZV15U_hH`Ddu#W3NrOs25I28vo}A8YI*JTgidZB=b@G_;j$c|Lr*J&qKA0G@
zsJ=<zYZqGD9t804O|J8-J}-a6C$c%y+uAgN(I??YN{q>O(!Z5hp<A4)>d-QfV*||D
z@xM}u5B@GU{8;uooQN9QZy_BQK%%;=#GN5?>%LPD3rBW+Dpfnu(ehl(XZu7RB*$dj
zpOwrP{yyiB`9lep)auy|Y?09~?%?{bI9@xs&*$pVKlni|hd+6}xsnX_qMH&wJlgRv
zEr1TqPkp3;AT9^hG#xj^I>w|7h5rpNDNTR60GB{a>9xx&w9v#(1^#~Zk;COZ4=k)a
zpg-L`*(|fB6OdKqS*LAlh7y5*vej&^y7^Gi)GCqJpWl0S-E7BueuiScyg$ZDZB5~#
zhRT>;4xDt|&5viuQ846ke2?Wxm=9yTaw9_t(8eFNB4sdBT5E?60u@H)c0LtLk-^Ar
zMR$Gc+9DDn6n>qF&R~16Gv24D_xq4gQBiq5DbI&SLVC(RE(Fvy7$M=|#VVC?{tk?e
ze1TC!&_F(+;{XEZ^(5!EVJ#;h=^)7SI+Pxs!k5nEh|hiRqZpbttq(QkhKk;h5+jUm
zHPb4SHZni_nYl?YKQptV!5j(jWTd3~{s&7s0ICQi)2wuRw{F`!h97+gU^!dc8Utrf
znbM?)hzNmD3J77tp;Fok4BBfqv}M6Af&6cz#xvm$euJTjRQDptrQ+E>dx0Hzj~9O7
zx$6dHEfmSbqI1-Y)ddyx5ihD!h9u71@_ADAGp!1!H4#K<4#wO$AN1^tndd97pkFW3
zO@kvNtWOgVV%tqY*R+_#Ro?m;Y-0@}IfBWv(#h=y#`z;@$<7f%qVNNf`eEgj-~Lmg
zYU!4w>iwe6`dkqoc%nDzXeafMrXd?xAKhM%)~&@6Dk&)ZTz>${Ld|1DP&OK#7kdPu
z#85<EM-lzg`3Ou~r@?-ZH>pzv`Ix%XwOfTFfY%K=*DWXV^+Z%g%e<UxP!6P*FdfzI
z5(U59u^(@sTF@51gi~NZ>E}8ARpHvijH(*7HeH9(tB%E>NqmVfy?aDrGy-6}%QabQ
z`mKfiBN%%5$$d&DyS>Sh(%8KqIEJ0lbbZ6S{Ap$Nj&8-ou-byfFea)C8wK2kphD5`
zqUEzpUU!Cni4Q<LFr`^1MkAf7nwpr1$To-Ph^PSsO%WA~^#T=8n~A7iqc3ivN}A1S
zfA|@GN$P723-O1pr6FvG+1ia@MWHe$UcLqIiM3@eX29eK;LENaGd@RKsZ;-`R>6ZP
z7&(ExE7$?1BA~)vU@Rd%96;AoWJ<T+<npApY=N}Nwr)G?6R)K9(j^IL3G$OBx$YKf
zXwaL+$h9>aHyiK7nC>g1)^t|$2`n~ijBq4;iEXSudGSaMI~(mGQ2Dy^7Q)C_gV0@e
zP{7qccwz&vy|<5y+dy27Mk1Tn^Gz(s(q?$ZOo8EQqZ!}JwJKITnb9?5V#AvrFe8`@
z>&G8M3M-MYuT=V;@dAoO(PZWcoM`Z$H%r$ctl{RX1Nc>ey6mn5Hw_ITx%}PpXRD6{
z-=s-a78=TnM%GYq)FSZv%Y|@-z2b;DH<1nEDtl03_D!@Nr_^c<ngg&o5zOxQOpTLB
z0Y|9#MzuVt%*=HXZNB2BndVKAbd=TjQH?)$bksy`F|15;5JWuE?xel`Z&Mb>$D%^?
z!@3I$;m{B<#}Rz@2D?py+uK_uDzP}c*Erxm*>}nFp||opabxJchkf+Rj%^S~d)o3M
zOr{Q%W$ga7E)Cu-4*0h0TGy{$T9Pp;D%5Bw6!Rwj<=BPA;#%5Rn@(o2!}Ho=u|LW<
z4Z^q7XW3S5kEXb*FktQ`@IDRN6hMZG^c{>Pcly#dt!^A~nDZL}t9%R&`=2X<$FaQy
zo@^5);Gy(J$$)}_&R93wcGCF^A%hnc6}`%djfkqLp#$!5UlrrBk`gBKd#tL#%Ml2(
z+A*V1Jk|2CKD|EDPU@t1rJr0uKw<O(0T5LmwR~pwwe=ykvY$yuPo#$x%e^k*sg7X6
zc-#Z$X+J}@?5xy|p=Eg!0+CriK3(!!B>hgE*)EeBaLJWk<Ep_?%sNTeYl^KX@J`kz
zxd(&pv#CXLfW?CJp1yV}Hyrc9+ZXoDBTENdSSB$87t>v{AnWG3xje{w%L_&s{omQz
zM(s#9FjUaebj_jVi1EsS{tbp2Ur@9<z71UdC<#(LfdHLk>ov|=t(3W<CWYwX-V$|0
zoG1!3Fb-M;x9sMRa~;sBKDDpNH>LCF^XG5eOKpO<>TJfIF#5~hA$`yAl%7zfa{YCs
zQP)j#{LU2j8yoE1GG6-5;bi2H`I8eFV+b(AiJ-GX2T65vr(fvgl~>&ks=@#`NJ$Ae
z8aBaDU%r#n_qoi2OvNa+m^#6aG~i2i`t&@?zb<PPv_Aa(1&WcYAPES80Q1&6u-q+V
zo;?HI$nB5A)iAi$MA5l6dzdY>%SrTCg)$67<h)kM*4X^kF0DhWK<o=phS}fW-{JEv
zR&Oz#r^-MEQ_j^MOTeEM42AS+d)iC{ZEGavzb6JxG!m>{4cy!%(<PoS80o6C8aqjy
zpA%7T>4i!(QdqOTNn6D0V~I~q;tg4#X5TUCI|Bd#SoYx|g`3^x5QsZ$atTBU?7%Eu
zYVul#6XU>PxpBm?_cEAt+Gu*y3i;20I1H^c<sk{=uL*f@#*7dm=%0^js?@ygYN<09
zp+8ph#*Tk_r7`LZqag`O&m?-d1YP-{2L&0$SP+R)jT(#t=r0q_`WV%1ShP}@n?hsf
zpC4le-HCvnAoDHWhDfoo5pa(TWU(=*4<+jV6{}t(IYpoX;|ZhXr;m-mAkOuEjtm14
zIz~?eH`tOdR44umk*LHOw_AF|T4BwhKPxZs{KWS;QEYlS`Ma@{H4z#XB9T)+q5!#J
zsYCNl?#Z-x?v<}?B+nBISnu19VhV_^mhI~PM(z*5AT2kZF0+_o1H@KLz6<VfecwMz
z{us|Qb>`bw^!jG2-CHAFa(-u&Y`VdpOGd;!$Jdk)SYhd)gg;`_d~*l0KVMGV|0O#E
zacOTUS8naP0IKucZGQPBQt(ebp=FUfbT=(H9T*H%QCoW$&DdkO`k(A91st9sF78Vr
z%^$CcRsi^Q;mI{9x6hA~k>(m2qo<~Z3GVwH2nO|T&dSHPaYa1%?-qs=@(Knl!oWQB
zdY>c9&<-9dA`CI4C&1uo*625Fw$eX!;|N^#6uhe>KZ_I$rfS?bM2w7x{{hN?H#~l1
zK<UZ@5>`|RE>{-zGzw>QQ+wjMv>Oh;rJshgNuwc9WEU9x?BcTvAd(}zPp>MVel53;
z{r2B11&5KDQg_=T*J;5soY)=aFoqLAl?<3kR09__EMN*jkt-|YNbkxq0GUxFP}mu)
z?VbuF`~u=nn2B&&sk555aPl1Rcl9)w<r~Ar8%}(H@Ke5<K{Pr!CKeJo#WwZO-^vHy
zSKAfKNTiS&7bNWZsIX~pGU{RurpVK8X5R?wEhoq$8k6?w@z3$E$;FL$uOW4?n>+wz
zuF~E1c0%XqQ<ZT)j7|gcb?g~8Q0hJYbm-{ya?{7JmY(f-oO%STX*uqfRJTt4Ct?nj
z)Q}Q!Y`6Q<<Xm_csBX>L(^jPFOk5XyUHaIeBGRr8-&*WF^E%cB^m^<xDyk>V?~hH{
zisH_jb1fjEf~0a1Ccvk4<>1W#Cd6jFrDpjtIw}ep0pX!q2HA(~z&;QNZdLp5Ki6vX
z*ocUoqG*OaKs`mtDVUy=gevfQOnTY##$eZZ(PDS8w6uguuyuFd)AM`(rXFY#RGo9?
zB|mC!21NM7@r2U=*&fe3QrQZOfEL?5z8-u8z48VBQK8#{BKv>O27G`C$;rXXXBVzm
zLzZk#Q|(9fhn?Hf*ClS5U|eml(CIyn48pU4Z0c;PitOaZ4D3!2%*xDs&PS}e&Xer;
zTjN0QXM|Nj<Xk^rjMI~6^F_XS{rO+<^A7<yXUFLWe_-|yVR$j7ph<-tqb5BCi|E=F
z0hMsg&2b~SsqKtdU!b5drCjgs$?Y^#g*3UPr!#2D86orw+9ACGhu&l~HWDkw1hYyx
zMS<t(uhU)l>zKC&Nr(FwM26xw`}5Hm3f2r4!jAT<{eha~0kTZ*kyCC=SS}8Rf=4Je
zLTG<R>hw^)NGs*Kf&^Lnc@NZ#u74pE96mRWnFX|XI07`#dR02ohEl`is2GZnjFB<^
z%r7IDxr<afUdP<{ZKQo>CdO8S<Mk$&k^%QHZlr@1&fEOk_Qww>e?i-C!pawUEj3$X
zn5{PDES-s?>kJZ{E=2J?_c%`m5AF<HNIkEwlq!(9f2#@MmzgZo>8kx{2W&1kTt$(=
zjrT{;@Up~~0u>uHs}jsG-=2Jh0R4@M%Cu1BdC#y)5+C~Cy4{xSJkyaks17wRf)8!=
zEG%Ts0B+|)7jIq3H&h4+2zXpKC!@PsB`vL!r<3`IhX<f`$<p#FD|}>Rq{(<FYM($u
zN9Sz0qYvN!3)E;7+d=KPhWI%HfGEQz!0gexdKTY>o09=@-~kj30JRbV-u4>$p5(E4
zURlSl{MwUlPOaZfw6Vq+hIk&YDHE+E1U{clqN1YP_TzYY5`T#l?(~HdlxWiwOJ540
zFX-BmJIga9r@3z9fBQ|mzCvlY2aP=%6tih0$w?CWZF+NqzM;9FuJdI^ufP2dR#+rt
z7U!icY0C(KUr+(5<FPlu#DO+irubZuo(>OD#VND26zv{O2EY?Tf)2Y8{63+n6|rss
zO0~xP(z6I*&pbX1xsk5u4qjqV_21rgdOjX?9&Oe{`qt=E>~H@@$#7im><riZ1R~}%
z01Deeul;>KbBMK8SHLyBL3&lLp=lMfYJINVZ5FxGWF->}83S}N-!+%=NA^dVItlk~
zxc`NS9W{L2l+{7EEQgYwA?535^-R3H<boA++Y2ax=bK=U6)0v5<<T`#2skbG(>b`?
zc~xma{m~eXmoJ&g@V1c19vdG4r*(5!R3rZR$|DH^Lg=PIU5N);(~(^N;xUE$k7ea>
zb<G2cssoiv|D8{LZ`qosvffZK#Bi{tRi8gFY8^p<o~of?wk~h|_2Dd&!!~Q%Ipgy;
zwc@|rUekdv1i#d^C&{gv|3LQY-ie;SmxqLaM@7A=OS0K-@u8xjQls#MyYV$<8*_($
z)xHKKHiffTO?mizJZK=|@%_I2JMOJZ$I$a^EC(ik5S__?i0SU@8jx`h4XJ=NbHc2Z
zMx7qLQuvHtz62W-pb=0{J4N!EC(A2+-YHsZYF64AVrEQt<k_zsap4#gKZr_of6l)=
z&W^qZmyUfHM`<XwoQu~bub#DZ4kAtQ9+a885I3U&N(4<cV4`HXCV3{svcSua_h-s@
z{BZKUhd<chb7OoO*C%;K!+vdiO)t}Cqb)Jm`%#Is(_#LGbum^7B6KtnK`$JgQa3B=
zAT@FPhcCo|o{$wh$@^^+2-Vhq<1I+eT+hxhgg;jzR57F`_Lqz0ZNKscLFiv~7!MLT
zeM7fs)24TF#Aop)sw|%JwnFd3l_LRv5UHd=Yz(Y0a$=V{Kvg7n<t$36NCrj^%mz$4
zC6Gs_*FOZqb19s52#u0(aHNehbpF&h0!zrxp9U`1kJ@8e1_lZ~KD^x8v&q>=U`p=4
z3bEqIhJl8@K5MTv=*`1sHGiJW6LkEO{4asmfeX*?f_0VfV2K9gq&nS|kBp2=3DBEP
zF1;Oe0UuS%x_xn$3SMJfQ=n=~GA*HDwK2Qro^V(kj*O)xRo&;&e}|LV%hmWrDwPK>
zn0e*uRV8tk-D=*&$+1`Gro-FA#q7Vri*y^4gZnueS0XD=>sRP109?%f_6mGDf8|K;
zbZPt3aKGb$PPZ+AQQ#}7fV2S|mOp;Sah#zswKMUXxCfKb_;(j?oBb;Kod?^hEWd5>
zyH|dxxVY2**7XhOwH&OMMTz+*dvbJ+M<WMwU11z8=)MuT?HU)Ew}gmvqb60~5$SCz
z8FcIHwrF=<PGxtFE)W4Gd@&_xHUCeY^g8=#hJxL71fr;b-yN8&FS`bvGjZ5569dbI
zQO9_Xs9?XqH@r}QTu~U4k+{<K_Q0oY@8a>oTz=vOOXL1Q9T+&pfeSY@WMm=7Sx7fK
ze+bzoMLn8v7Vhw#qhZ|7sYHa(6#Vm-&&u>46-lz5rzhn~)tz=#zH|W10hD4~d)w;#
znABBKNiw(qx;0H&*E@5E+=?n{YJlr^?(6}mPa6J8T#pnfRbh5LRRi*ruQ;<46BB*Y
zR-Yh0P_h<IT*So1l>w1T#i6FI=igL7<d`rb+<2g8gQB5YL%SQMV@K3Wl>ZNc1zc1~
z$;tEO9lhew-yL6n&5voAyIEtnu*KQXmE1bemmBPlr>c+tJy-jT6JG`?0(|yFmb<2V
zdFNC(C-gY}>r-tkn8}oihrP64<BhUu%*K0G`~pA>3L>0$gZIw>xrIqt<Yqm_grrH~
z{i+(Gac~6eSQ+S&!&rN&j!UbmuRDwuU&(9jb1p>8K)PbZ^R+i;9Uo80(AuV;`{Q0u
zT%Pc^UsjPsutdTqJ+<9sks9zKkAI|IFt`vgT0S;am!%$P4U}%KJE>9w$>=+0Ib+bj
z-D~&P36!rtAtIYVALi-UTU?|Ge$#C9zyVawr>uRI3tnLe22(rtcaB`TR2Vclh^(D%
zT{6nMUI3rNWT(sGsC;Ad;b0KoVyZ=<=$N2PD(N^zo__y|2S`Yz6%;Pnu^+z!($RmT
zinr!}|NRF*R&VlXGf_)Q<-PU(Uw&lLrwzh)U$Qy32arrA!|=d}<Nglj4O62o>)=qo
z-Tf2buz>cnYcFrRur&=b3JMi9wS{sOFklvLUe=R^5ceRx;JZ0MOG!<?0g%4t3&Y~#
zVjwQ(;IAv9fg6-Cvd2v+rqv^dip=!1&eyOTWK4tv|Ll-oO9888!<ub`7yj&5TgvtL
z6hOx%*3Pt9)9%yq(HZpQND}&`6xE$QU%X6Cbi2Y19J&iCRs|W;{6#f26`9J7b5nZa
zeHq?vA?5YmQoGM_me#%HRQYrx+}$_d`$JQFTNw{LvoVfo1|o*aWCX3WwK6SQP@d%M
zirE$qwcO5>fV%ur^8&?+ng6!r(@ZzqkYH1%B|chlueC2SdNpOoY8Z{Tvn9{5Wu>+K
z&;Xh4V4f>8QShShW_Yj5+g5TYh@BdeY3Ii8s$U=kev2AVtuA9OjjX*wNw03ca6v*g
z8(aYEh+V^gSGO#xlo0s7VNhB3mOReT9fMGJIe2mGnf#wHGr|^+zR$^!emLe2Ai^no
z@`J_VXY+hyuW0Va>_WTX9}M7ejQp~ie^==L>^BJ8c+Yh|Q~V|cAo&ItEn$?eGQ*1e
z59rw(wnc3v89=0Ur|LL9fb+1JLbtcK``#K$0#p;wz$II_hdgC>dIBPI7X439qUp2=
z0YsD;*K!u)CjJRHvLiM;h-^N!diG@9uO<g_h^9!91fzDP;Dv({`*Ta*uSc(9dOg7B
z>+r)Xj<NQBjeU0-^aZKdBZcX%f72!!J1M#uktZ4tiOZW)?<_-PMrC#tD69VJ`%QZ#
zhRF{C{>{||w5X~{W2bq&z)ZC0yx$oO{99<**=JJC41(e}<%5}y$Nu+@esjRdF+>aJ
zw?CfUN*opnVmLio_#9?o^=^bV+)$qEwAmd3PZ&SL653~oBQhEhNd(PSw;t*$sb0RE
zT><@9+ZDB%?>}G*E{2{f?)7Cx>fIx4i%y>cn65hkG`wdosW|K}cU08!`IQwZ%ZfxG
zQakklcd5ztD~$lKW3I{vvLpimdQU6br<Q<eQC<CeWo4z`(^`%KB~ZfUSC{GBuKPiv
zWc2{~p;hZZbF{w0DDsb|>HF*Cc)cUsyBZT0SJu(7R;RCi)`sKn9Rlb)GBTuug^!F9
z`GtW4(CkkNf&F=XJrjT+yz)H&OBW#}k&<NIOgrQ(tv5G`MSXazDZv=on-YhHzAwhE
z1_Ll7VA%3wyhQ;PYnH;a;t2XI!$SUWr9{1fboUw(9{Qjr!ko>tt7Owin<0j6E+S>3
z)59TX{&SA(<qL_%SEp2?eV*1eRPb-MrgQ|=5T@;KKG}aODp&Oq)@S{n@X*py$YI>Y
zYo@(Z$WGyGe)@AKyMM3SpLAYoyhs)aDHM(Hz317>>&6b9r7TiDg)e!(5GX3kUlrb&
z^AaGCRmI&^?|w8}H?>FMQp6s>{zJ9ph|##XUK{ZrI25YGn>gS7obx~6z1@RD3rg^U
z4E_W`Oj+7=!2w*@bgm@QcJ5vD+^Dw=qI|>k>CLAxA(aKFSkbLBs4gl3?cCgABz2C8
ziekcv1&4f809n)l);JV&^aJ<6sNU{ARsL;Ae-x)5lbtWDY=CqsM7!p(vmQ92!hrs+
zUa!m@TFW}%8uBjW`e*tA@LONh8X$M!W}-L0P?w=d!H)8dqCIc(kE>c$6fm@>q^I9p
zJ{d53?SU&8Fg=BoPCjhcT8IP({T)xgyB>%~_8^NwE^I1kZy)}%{Phl`UMCNI=}T#f
zKtq_$@6?DUk&8^{NAeWDW$QkASUyiJ3#~GFaGlQ7n$6cjvR*<O5d7@)(fM&kZwVvp
z_N{cQm1_;@VD5T9f1&Gv-VCWrd^a^-)oDGN?XwXAy=UEJof1M*bU(7|!Wgpa28pDW
z9}^Iri<KrNG?jtw)YgeRx!sqUjYWGt<sWo^uuUbAB*{DbB5`d1IUeLZ(mUG!p;9PM
zN7wS*b{uO}z%v*8`yjfX=_ryT&C(~x?|%Eg$vF_jCr^CjBje(Zr)ubrg}|VBd^{|_
zyd35C9h?1+qpJ)HDqX?~2nHRZG)Sj(%hE_U2q+TL-I7w$BHb+|-Q9?QNJt~yUDA1n
z`_E_haTm_{&U`cPyb-YIOuzCaiYajgS=wI!jIi%7F1c~rXhc%N)$&}xrF5>tsEE`4
zS~wB*+n%HcOLld@eEDbI%=F>~;+t5v<df@L0<TAQi1F;k=mi=jCrM2>#E)GC;1y)3
z(qCJF6%IBb;a}suBJPLi=+w{)iUyz`Z+z5v>xjpmGcaFj$6_@(I`)czf*iGkaoD0F
zGdP57U-#E}pLV~#8c~_Zc!;|*(0DFNZr<xh1>e1;iL7uOcuR^Im($)qH$EI!ctu`I
zlHdz)hU<kW|94L~|C{YG7h@88J(~9$t`C*|4?AcaNb4(~R=TT0o_mgc4<gY@U4GR}
zWWBQWJtS}^GCi{sEH0Gh=(VAs?kCslaYSuiVMSPU56N?K;8Ut$rm|@tl&_QSC}e%e
zmzJy5uycBHs$vs=b()%M_uE<QGls!c=U*x5RB@5TjZdwZmbA`a0})wR8V*^1rKlxY
zu9=}8Vog7}?J{I5bDwlaH!AGh+PUGC6or=LgNJ{f&A~h(#@EQmKe32>OQG!DucCiU
zuCXkV{pIaOpDus$I+o|#v>cr6nmJFml6NTSfPcP;y(Zy8qGe%`#1(G|K;LoVhs0ad
zXM@Mb4w(RUQ3Fe<gsDayvX}c3*cB$-39tOSceX1AR>OsETJ<;T0xMb8!&ARPAYpv`
zdJPt_<efwk7axDg>C}pK;|X{vL(pnge*Wp(8F8iMYm8Zxn9iqqoc@b?e*(Tm#ie1;
zb9S-jE-@Fh)eA<+<|haVRO#f)lYO1VbMGyey~b~0ANsEMBN$KMWZhsL-Cqyal{_L=
z@7G$x$BQ6i9{43)pejCh`<=4Bq>}HsB12E&Myg>d8S$C%^@vx+eayihR9PWAo_dwb
zqzJ-dX*>^whmO&9%Q(ErGSRo2cjYsNeQ7fl2*jp#6!hz_&=&{Z$)9yjB2i;VWQ=Ag
z5Fq({vfRsH*0%JvCUD-rf?kb-Wa9O325Rst58uUsIkBaomqyda-?G!fwRWEPqRXcZ
zFx5=A5j#(}dCgsZ;tsd?`Qso9t+(|3Q4Py#+gj?$Xj_qHciT1TY4CjT<1r<Tq#tjc
zXI~$-8h*yuo5*2eWDEs=cpn9!Yh3O3i2TtlQ9bC4b~p?|Zzi`I6UMhzK!*P<H}_N~
z_hKxO*XyaKZ;25z1x0%aCDQc^#dEkJcrUjruFZz$&VGH>HZ!9KEzZ@6_V}>?jnDqR
zjQ~mboN*(d%-}!wH}|EkH6{Upw2h5TT1dScV$(YXWo7I)Z&JjO1<C2?!0z|z(?*3n
zh{C-43K_+!2!_?1u{iCqgheG){+*oG_L{%hD$0;5w@u)?|HHNm8xm;Fhv(v#2g~$-
zJSO?LtW+7${_=4XMiCL#Nkl|S8-!#^XKO6?^DezPtVxopT{mmQlZ&3crmxz&4y@_P
zHL2X~Zdb8HHWc~nILDxH;#!7Fa{rA;+H}*)E(6O$JeRG8fnSv?(-t$<Q%6B`%>oHC
z{snoLf&UG<r)eUkA2nb^Y!N)?a(|xnQ%6S8rh)tG*YveNAAF^xWY=P~t?uwX)uyxO
zkrnpZMaAi;7{Xqc*d*>JbaSo4c*b^QOQMalyJ@;ADX)cZ2-FKT+q#urB)sx)tyu=;
zy>fYZMLeH9n_9HpoX6=g-BnClTDU|OITu&;_`n9!=GGRlv^HztmAECoE2;TO{+-6B
zw^!O}XX;0Saq0$l(zSOBYMu9h+a<iBYa<0*@jEvbrX5eQz91lWVB_J9vQTo^%>Q@z
z@85OmFyb=~6U?frDi3uxSoC}ad5xal{jNb(%9@Z14{a<Y@A!}SnSW4Jj<;!~xKPsS
zeks1NYc9WR^Z`PfMzK*jf2scjiLhI@RQ%v2VWkLjrU-M_(s6pIoPL=2kAMLB1YF`i
zV&eh5E+!02-fLM#LU!8b^N)RLMHx2*LjPf6iao$<@svBjw;pzI5h|}Sc-Qmpo!|Be
z)AG#9-+KbFMqjgI2Mxv*k&%2T7c91$vlEz&?)m(||6I8@uraHi=iNFiSrvmHO5})#
z711#z)%jkL%~~GSxG&t`vR}*dB0Dkty)L)2LQFz^xVocx0|UpT#q{aC@7>kk;DB{`
z>L_O;7e-}Bd=?7xyUod@F{Bx6FMU5*TwFW@G?tE$ak&kJbo-bWY}4%Q?4W}UoD*dD
z1Y!wnZ0xJ=d`P-IK9sMoGb2Y#IFL|Ir>E0d&fuDQ&TW;fYwrT@0=JGyt1>Xn^P;EZ
z@z1j}m)_pq3-No(Iy&3V4P|9zv@yM&kKD{S2>uKY|0R$i#Q=Q^j4Q03S1x_oVSZS0
z2BPE#2T^&GSA=7kI=BQ(h|IN*OX?CfHJUrAK7O22>r?di&JXTK#DSgtZkBF5<Ad|S
zodwB3A~tO1qgOpvaYaN*hUu7ifo5oB#_vMO9^!KGyL|Mb`xxd_O!9Pqi6NHld@O+V
zOT6roLXvHqx-Vl?r0Y{t(SFH1%gm#{7(9o)9jaF+oYj%;K<QMrd4`0AD_t2e<A$=k
ziu`rODkgGJ>z3Mgc-FF82@~(to*ZWB&Q9v|J(2!I1SY3m>FRswqx3u;W|VQv?DrAU
z+!Gay)DiC?V&_7?6iyZhK1n!R{Y!4U#pPzbq^>A!FR%r?=rCU0P(nZOi-kYwZdH0v
z83)M($J=wK_w)1Vrd^i8WK;O6#vgZ#VR~7=1`Z(`8yhS=_T8K@_8s~1zklD1ORR%d
z)-ykWfsRfO<X)as7qHq`h{kx`t{XZ{EtlxW_{(ArbUs`i9UWLm8M<b}NW%MWZ$1H6
zA~)CmY=6PCrwNUS2Qx+9d3xUvxR~~9eJlO^dz52QeVTiy@&*WIZ{$Qh$lJ(YM|+-<
z?{>Lz=tXogX?a`DVfEc!hapcl?$NKxe&ER0zielb!G_AyjVm%0DCfZw{V?NnfeN-|
z%G)COs`D|8os62Hn|aA`+L3RxwFc}jrA_QU)_!oO_iEUDtS@Iu_AoH>bNmErXXlp>
z+h>H&xeuP|zmPQe&G+8|O^My|3QGQ5!*jz&9j%qjmvYsameX<ypo@-+jP=<oPFFbc
z7a|UL%wKhnpJ20A%HaiyH?6W-oiA&aZ{3wL4mml&tK0Igb7Qf?7N&Exftfx>dNNaH
z3uf<bbBYAg8744Rl|1LPY4P|Xnd>52J8?zu-}d^33weXCA^6t-?0Zl5U5I#6<hK7_
zbG5a(0>b&~GY07_%eUcRXm){g%(rrQ<zHCH2mr}7^RP1y5wyz3GQV}y)M9jLo<iOP
zq+|XQvirv!Elp*dY>O;(weLG;@!01-clX9Q(Ws(^{u@PZ2}wzuXV0WOJ)7q&pZK(b
zN{o(~c{g^y<#Lz*Ga7N%m{1LSuqi6G1Zel8eS(LV4>Xx#Oh(&il~fK#8>E<NkX87U
zD*7`Ha^--RBOGC|#^B7Wk%ujX?eI$9?Gz=4z5`y3Bafd{hBdd*{YegK$B7hlpFfgV
z$*;<PErA|K=;_#jvIJdbN7ujb>4CYDmefa4{h}Er7`zXVC8F5YQK=Q`0+b9&Uhugi
zy$dLLDw8(y552hxcYfl24kTCE@z*o&YF4hy+;cM;7*}n7V6R#4!fM@kKyXk-A#|nM
zjv*AIs6Ea}hm7PG#nv4s6k&l5u#Q^XJHuhphCG)=QHP;N0L?s#X~W<A<0p>oI`){v
zW!sjt?XB%A(C~bi+jSn?5KDDGd<3#sNQm4p9M%O4a(k{NZJ{F|Ysf)JYfTIU@1h<a
z9xaZ1kDff)a&kQh$^;$nom_Hk@%rX+PfSvh-B4=0DkT^DMtK?eW}v~Fh2sr`oaT~*
zGzr6%4MF1`%48?VG*fTB)qvu1n@zy9N~`W<%A6OZAc~w1UiPzxlo}wBz<ll?p`un5
zzTUl1+gBBReMMK!h{d(*Ao5c-`=lwYbVsnyD&IRzKusr0o?^dYM^;VJW+OZ9aJphZ
z$@5#V&4v2jFxj{=EfIq7e^}`>MziNXJ-$qCEI@5t+jZL&#zeAev1DCKi~7$j*gGqQ
zO&Ighqt_HXJQ-nzT21-IWOd2iBx%MoYFkC>wBfFO20J%=Lt<TI)eh`s#ty`ZM6^hy
zvUmdq9jh;0I!zmodVfuST(gXhJ`&KtAmg$^$jG2Z67Gyh*xM?YM3~&lKDkcI1A>W&
zge=)YySbtXzbgxv8<MsOZoa5xC~3rund-n%5a{|!F8YkyN~dMHwH5!%bc>hJ!oq@Q
zTEUoEOAB90<yc>WEOpD&16`@|8b|LY@dD}cmS!2RMHWdbi0Pr>=8j8FPPNDI5H?2(
zY%w1O@r|vm?e$_)iivT=Y$m6`Bwv``K&oIU5o_e>-1R383HwBjvR|gt_sT@D5v4Lf
z#`P#Dci8>x-YB7a6Ka-mnoK%f%J(%P(C@VxIWy^&=yo)%mCPUhVlf8Mw7~I^N-c-e
z2}AY#M#k=@iHjlkWbX{1oMf-xE%w)c`)Tu@VLOIO^GUd(s%H18(Dq6bh8-Pq8QVvF
zN{zP>y&Ebog2G0tf-zagSI8bd#^n>-EZr5gki=25?uaCjIel>9Lv|q`F5FpN<5BNe
znXXq&;o~-v4^4L~y_-va%&#pql!*p643hAa;PRB8*F;FdWR~mVftdi&zq~!wNcP8b
z>62515EVIdCrrUT1pPH#zro+z%$8!P8OF>@-jbxCW{9boa|Qa?=a;tnb2P7x9>B<V
zP4H!VK%NHvL>nXB5@2r0MF?v%PbxQvRfA!oJ5&5E#);tQe%uQPF=%b~e{v3_C*Ut~
za=cMiw!8AZd>GXu_WJcBW{o|=F^@KQrx(+3+%b{7m9iw1l$F~HN}79NB+X+gG*0G-
za#=Xze3g$%6D=hja%1@4BFAR+^@56GFvY=|PB1fbP;c(5oWnVWG7>tG48`>EE$FFW
zzgKGXn}CSmi5s4m)8EJq6QZXl3u?7xT19@LiL&#p{l4N2B0I5FmYeNoe)&8^@0@n>
zmpWoT7HYlytW`AM_uxRsUXA|WYUkHPY(Mn^i8O({p98HPxJt)jR+-W>>NMj~Ysl#e
z1b!m8&#<FfCyNz#)i4&-tAdb}eiA5fV(?=8OUaEioAmd*!i-*MF4a?7`25Zhd&tc9
zd9r75$?h<N5;S~w9dqg*SM0cV;kHN7OMe4{U%>L_KpLAQ93}kca7pJF!51P{eX$n5
z7gVn)7#KppAfN@G@mKk@HK%=ccD9&=#KkfDoqpwA2}G;$*L>s0JAkMD>BFzsGN7Wi
zJk`Z`_VN?>Ol_Ymv3&Cowy}8$zAo3wPeF$*rlUhNIXUTBgVrp+2&z=^BK4?3S%XSv
zzKbPP1WSL~KvZK2g4Z&R;>b#@S@~zj=85QglB(aI+3c<aKIUZ4l+$sV{Lq)kdG}LQ
zTTF_)eM_v8EC1nN?C<q<&TVz8^fy-PCsp(-`t-{b$yWH^(-kv~LBzjNSd@9*eg7*Z
z#fyNfVaH@kbuA-<9a6l;f1c=2sDta8Bc8Ab#D%}Q2)wkePi4mr3q{4C6e-wLt#Wp_
zk)0IP#5Q>@KJ3`fq*+8J$nlByAY<CSEy4Y0NOIbBtLWjXQS(8xeG7Zi>CBJq2!aD5
z&J`6*aUXm+#MTwFobUR&C9k5o^RSp!5GhjYk;VLDy)|ZoUS&AzvHME5$+34Sh9o9g
zHKf3e3Q6$m<8D=Wk_9g=vvSZ(2su~w>LJCm?+xSA7H7(c4+)El`YnIof&di4<OH)D
zB8kFUDC<%j$KJpl3`|<)mdU#<hlIq5wxt$Oj#@@?;H@dWd$)VqNYV;?n;u{;hZc3U
zWyk3T(;n^EDLtl_=u!DPBVQ;76w_R#lk1-xYlg}<zt;MaUWMJs(dz8i^f?HCM1lI8
z&Cl|0wUV0Jk3g&!6IE_BbQ{zsv|OM~adr(;pY(eFo~)b_$N9ug%yG}Dpz5!u^}i|X
z$of4FmS2i*OxKdE)$jD(cEfVqWw~R)%9!!b@H)dfmR#QJV2`5*Ele-l82t=jqoYfN
zJq`$>AEKd4P(3CR%=-`bKe~tOF%&)dzRx+$aHIan%7&xqDJegT%NGAv!WuNqN$*{U
z80u#dz5J$0;Hp#QPTbabet=>q6DvR5puJGcwM1{a*Q%_!FIi$#_Q<C-z0zKZ-Vt^j
z0%1nmz=0_UFpbe+r;Noeh${J2_-vI4XqBX^t=_)ZA~sNT;(xDtK9K}DEIR3{Y3meu
zVEswS%5KLc@`nFh8YhW?NJofQO9WWx^0$%KQi*We&;N3VZQCB;m%=yE6-Kzm-2fN3
zp`qbRlR>hUcYTogX=r4mtggO#I-~mEfB$J4M+D)}T#TNG<G=0fzz}Rty8W0GaN{8q
z6JW;Em|=Y`T7=n3`;oq(h!9JhiaZ06?)>8I(^Okz4INKj;Qn@*Sd=)+$jeJ)E0@`?
z$pdl%JamiM@}RpNfOYfrXVA_^z81ywtG2rRJpbS3=5N~L&sK!Eq)#+_?;<ZB{--F#
z_BnlNje64z0|JDr)KQ+RC!iLT*p@#OTUYITVD@nM`$KhxAlbkV(uY*fwCj6`LN0$&
z*IZi>yYjD2X%Q4TP4nUXwqgm`vb<8#Qpo=8uWd%-PcQ7t_;3PancS`MVeiRR+_Ig)
zUys1mW4F@10r8Pd09f=`7&;g7a&s=oB9wm8AXI57ObtHaE!`7EQu?-?s{mFO3IUP9
z1`*hW2Bv0|4FySW-dafHeCV3-38}ly2yi)C2*4DN$XCg|ph6lS8G)0JoFy5)8)rlL
z-`(+d<SWx;R8?1JGaqAY`MVpQSO;TU5U{9#vb6<+_1)LwZN1$CDy}}@j<0cZ^U~A9
zZIxG8c(nC^=^+9z?N$Lc>HP8I+ykEn-riX8TbZ|SQ*?iJONxsh%qa-nxs|vdZRhHE
z4zO+hN&<P4E4_pB%ZKElk-4S0=L&{Oh70ZfIv;=FLFFnyEUTh;^@^nF-M|-Oe%N;D
zcLrj)pO3}~T&!ma91V(cgdBg9F`%UiN6tqVufPtYM#7?cuqUK&HuBLgEG=lF!%?Zm
zfS8Qz7xtqdmGDavV9bJszq?%Q{oy=%`0M{-X5?a;-d-u64Citf?MOVwl$w&m$WRKT
zMY>-kGJg{BNT8wSS%60SN(|k_f&oFrNd_BI)Wzwgn*at_6+<=<c>^U8?++6dl=on2
zUH(z1n)r>B6H0xpnEq28vHh<@(0NPV{Ch~j=6~*miS<#dq?<}WAS`~uRyBH0#A%A|
z_5cSv_T9KThBF7XI0~!Rr-;2LW|P`~%fd9lUheRUYWlX-SKy?(14!r5bSm<}^RV)O
z+~S{xZ0AkBo(ww7_`JNlp~U>vx^|xf(24c$M!mRO@S3G(U`P;jtJdA|JnW%?wcQm<
zMx@0LT{gx?cS)7t69iYvagv-crj)ewCcfj+r~8Ot9(O(VhLVaZ+j6@>h}C&l=jI^X
ztCVjEW$fCS-T20U?_#hSzYG~$BptKU=Yf6Q#b!YRRkb=Stn4l}a)+m<`(S5p3kj2F
z^S)PC{{~!qh__X*<TGpn*W*nDNH97i3*S$lB|Urjo}Sa|M*4<-;C;^?AO1!ehf<3*
zVPb6mMF3k%2AMUJyyR)*`R5A+!^!dIl4&kiu1w+CSd@<-WH=JlDctYJPWI$Zh2F7C
z*+)tNCSqA6;Z_6w8=e;)BA4dljpxMv8bYsEa7gC`6hm!CIAq7Ke3$WRF!}T;GNr?m
zt;r0}cqpG2j?woy2Dp{ZV$u2bi)B56HMjv&Z(HNm0D3qB5|8zJo?!z~7w(2koU*F4
zilF&(nc6*Xl%DSH_rGFOQKC+eUPn$;nd5^i7%GXt*_i^5u%WRr4gtXwR6Kb0mn&D0
z2N?u2IfLog=xCYQD19uG_9}PME&kcB$Rr>@fQ5_^q&Iq2CB?@FPFkE?PFLRSGXBxh
znIg@;A1-kC5H9PLYu#B&F9lZPD|^1jj(dEUzSb@q_iY(+(>P-w$MG{jHb+txMS~j-
zfCu2gXYv`1Ft4O!4N@!T=i3nb;<<gXUPvgvdnaFRO5*+b8SZ1eoRJ5iX*TTl^<Vzb
zZM?&smI`+!sB*xS`70HiE$Yu$D?vH6?-8}R1m(I?PxHP{&*e*I*6lv@nRgqwFL)GX
z;omSR87+usQzMe`<nHct+2?CWvp`ROj4qD1jMMD0#pD;BB!0M36J_^XC`iDAJdwE<
zr@ia<y*DDb;*bB`u5$wDL+}|@8)!f9)Rn4sC5hBN+(Y_~s}n;aBl{_F96eeI0Pk7l
zw0M!h#*n+`K2c*$s$F9xNbbXLGk=dcE@UW6@-zuw>FrxN(EYuT2wlg&ydK>Ui==$~
z<jM8B^8J-KU9d@9_ssvXrEvA32hBaB$GYWuti-@Z%Y67E>r&F(IHIvppylsV@d)T@
zBLMd^SUL!Cx<rVP{xLr1E+;0-!*b)blj7{6`e7<ykDYy^=`{7fhp)-V$-fRV1u_IS
zl`#a<(w~evG8NROJ#ZWkHa93E+nmBwbTG{jm3r}2-gQqf!LwONzdWciI)T#9-abW!
z(th?-Fe>36|G>XjD@$IP!y5@+*3+N*M}xH33<CmN%=j48r+dJ(0)^5-uzTfjmSwEX
z7ln?A=|@KgfDSi-I5Z0H&9{6@=C(c8G~YC^a+*DedSNB5{Z_Q?Vm$9+g^;62Zaq4M
zBZsK9eVXWrKc1%_CcPMIfDooM?o^IMxx8mjTN6v9<DvPc8T*i#8pp^Qf~zcX@<83`
zh^Vz=q`d>udXt1q!K~|755nYBw1U<kvZxo|Re8jIcec-5CUd*8(`Xd>(qy4%Y5y{@
zBB?cQpC!LX+QMtXp@k{l>ve@{ZU6k#-)*RHY+ug^uPD)b)V1m)?bA;7_`joyfymg{
zF5rqFQ`v}%i^D~OjgN0!87LSgAqu+^Jv}{SYeB@BHWEmzlgM`f5}avtave$BvVYeD
zCM%$(fYZ_eD0rSZOn>@xFKapHc|&<%Q<ETkgWqy;2&M%$wzvC0dN%Z$(7MnAvBZWu
zGd8sWDO`Odl3YlvUCp*ovrK=meax5aArcA-4k4ioERrR|Nj`vxWBr&y&tsF~=7vb4
z=Ha4|fQaHgUgZapwUJ8}rNhz7Kt3k=?8hvY_sZuAS^eMp)L?cytl|uaTphJlj^o;~
z8N5I_xk)K5Mi#^B(-9an@4v3YJmx#<-JS06ri^4j*7PYrVQ6`je*3%W4aZCFtbd^o
z()X%or5`(EtS6HoAh7)S^XEB(jEvPAcPa*IH`}~=|J&s6qWn@@zxZC_{*@_N+AvO~
zf@u#t$L>GUfjC?+K9@~<HA9;@ENWzAWPM2^I;^rm$-^@-A0zK-w+fO5RI{Pgm6eF-
z=*}?iS(8#$$>1ki(@4VescyRqz8J4wuGgZYqx10aJS!>>tf;6Mq7RXcAAF15`)o;4
zLZW=*mt3-0|AKGaE9#T3hgX>cL@rr)oQB;Pte4+i?lAkpHx-{LEj(=P?G4&|9*m5Q
z9nSk=umK}aOPitpqkVJ_?%Bm}Bcpblv-1H-HEsWF{|9yn2rT{E&1JY24{_V$dsaH_
z9~3X%7MC&YA=Oz6$PF1=s~pemneur?7k_6v+PoDkJgRD5MzobdFGbS8@UZWn3PC<`
zt3E<+ZSTOx^3KUY(9%YEC!@y9y-@D&T;a5%1?e9y+Yyoz&9{S}25tqpg!Lxg*`X;2
z{X>QA%o<+pmoMnhNl3W3)Cwc!cq)Lt1jJ%Mb9(+`<;|NnLCX0Y(%DfL7p_x(|DvUa
zpDqND+WqDnKXQ_7`C6O)1FimT6pef`nV{fI`qF1VKSfPVlYQ5y_tU);Yzd*j$B|Fr
z`>;=4`2Xx`0MFO{TOeunIF)4fa(Mcs`C4?QD)aNwp=jS5q5)#(Sv^d>t&F0gum<(Q
z<tS&Nr4yl>pllfgT9!$>{`Z*cvqH+<zu^!eAqhBm#y?#1a;?TK6vni*b-FK>nKL72
z(;YLhZlScgs$6v~gzIsE%zJyqaK7~pY#1C>EpG>ISBXEZP}iKL-AgS(ipv|$C@lK6
zafW5)WWBM=PxG)6-w<u0YK_A{`1JS*n{@CA>N-)K4jK7u%!eBJ7fel|G^s8=-@nt-
zS9|c1G5oWb@bfcZ_oBOdlyr1-MBr^6I-W6P0^LLVuV24t$5iJ&0)n3)@UdKpQ55!D
zPEK4nH1Zt5GMqv}E!<&UihxDDI$y?t1?LAii;+*b@X}HE`T4EtR-Qu8CE{Je_Hzpz
ze0+RHMn;IGW<8TIo9m?*&Pi!n`lnb{QSpL@CmtqQ@OUxbAMuqW`RE51<U!jd>HO|S
z|0r0DVGL}i*OlXi<xz`z27Z(=s&GHI^L?B|8+^x(9m`Q4k(4{9zQotpkX=1rQ?Ky6
zZlR;&`tg(de!})qc-6a->~AhC{r&wMTpWwPT2BOyGE<E{3O?1cFD#rXbAH$gb<R4?
zC7oY9Ju54=|3r(A&s>Qv$<+M&t~~nq7RqYuwn1G!q4~yldhy|@(E75cY937A>&;Y;
z)qqMx_TF+Us49k^n3!|Do=<U9Ev2GF2ZM`zA%224)7m<tnK|Uk2|;1uz^u)m-@lW8
zu^fmM4gDMS3eK}GZR_ogDlR5)=#{6hwroGmX&6|4O7gH8=Y{adzmZ{ue}6()C?1Nm
z47!C$bO6*@R$59XAmA=#j~d<ACtFxlgf{DxgJPi0XKH12$FiM2jofR#L^n2Gdy+Ff
zwpTaL#QjOFK)uX%Ny1ls13;cfIMg<qBXn8nPgx!IB{2kdd#0zo13WQsfiecJV{aT*
zC}uBr<^DLOyx&NaDRtmns=Xq6Qk-gTqlb95Sx|BY!ktG$a&5Au|4rr?-6olCe>|mi
zo^DRY`(-?=+7eSgHC&Xi*{jNt=!DsZXWi%TEtpdC$4@#JM4D)lxx)?jx>s^0rd*eH
zpUXiN_Vb?$4Oeit{?uK^hj8>o@1~`SBbzvLeVCi>b^(U~eOE&Fov&|u%KW^zm|R2B
z<i8t<?IW;Ke><gZ`>l!A_`h+AZbP2mn)})ny55nCO~&piVPQVMn2+b{vpo&hD)-Z@
zLrg7{Uqtmh3aNe6^saMuHucM*06`Q6s>yDJ9w8sz7O%#^h>C*!_5>?{_*mjtMe4tx
z|4_Q~TJ9pq7LkHy)D1%w!4Km6Q8Oqs<cy4cwBr$RaRF&*X>C!Hw{W&?PiLHU73(ZL
zp5re*1^<6d&1Y#ICketokN5Zg%TRoloo=V_0n1?2f7@2!DK74_AA<Rcw0Dm(f!!J1
z+T)y$2HmLQZ13M2_bt-1;T<ow+EO)D)zZyWwc01mwNI`K8lx%I4py%Jn)Yum=eNA-
zT@-Rr(XR3zi`|_Ad)Ta67YuatFC*L|OEjrXYQOhP(+OmrFo-Dy_;$3ONUMIYo~`t5
zX8u`0-rd0e*%?3FiN@#xk+Sb&;-vkpgzUD5-{-dhHP#3x==W)HXYe$)i4pGK7ydf*
z?&V8c#8QlKVIwQ=pdg>bO^5pWL{~2(J!a#6M(!I2ZA^qxTNU!2e6%AE`O-=UYMy0j
zaF8jhto&v)@HDzAH%^=o)k$wi^LKM(ZmR2dkYYtf-iv?b!FO2UK>iYmAnY@I^jUQ;
z?n7e-NBgC8`$uhULLg2e@5RK$#!6^u5jaoV1_=Koe%<9?dtYF`74goA54oz`HS_4M
z9!IyA;84q^gQ4)}&uwZ~&uBenqPj|7L60$6?)ao^*g&&k;TGhC^YvTBRMga6>Fw0P
z6yP`^Ih<{f$#Wc9GUQ+?bx9u=R!~hblC*ziAI`=uFJU@#ii;2Jt3_AW6tZywKbOxn
zu=Qfcm)4i>J)D@l#8@Y)sxLZybnPx4<@Pm68}bV?^E$f5a8y*b>|e1m;I2+gxTGs~
zZ!ofK;}6;~8&c=+{OA+T8bzS^Ky~?&6)T=(t8d5aar^A-a?O_+waV%gUee)VH)M2l
z;XKvN-J?&x(^9y7j@%~#e!h<>4O~lg`_kSnqNSx3N^m&W(Gx`jyH(ai{_@;EuQfH}
zl^D~ZS}yGDSnem+K^A-*Adn05^ENm5;YwX$wKFyyXdIlJcaWIxm#w8G(8pz$+qo#@
z8fWH~OBosED0Sl0KTyR)l1~*djXo$UES$Lc<@D-mUlbx35BB%xL1yXT;PA}i%bibR
z3coX(5~1TP8RmzA;BVm-XNPTRHmtU5*>N|0S9P8)Zf+`C>OSF~^9r>DN^%v=snyk7
z7M4v)w8*O`N(ED{mo3MRys1y>V$d>aGu1H~T|W7$JOtaUBUip&<W&9*%#=@LQF;aj
z9nn%WR=Q99(n|2Ot7FSPXrI5~cRC#$zC>H*;p0iS`kqB?`}fnD5FxY5(%HYn+pNmU
zXiye?Ar-Q!+<V|q;}53Z9Etqc^>05zCnOQXwY|Olt+8=>UR_&M6cM<a`p282$i&Xy
zo^vlkkJSaXMZbZW_+ilY1KV>rQ)DzWKWWDlz>bqXrkB<fWw7Z6L?<drN_x?MbO(t)
zZ*Oe$K$jF47WQL!I11z`&%X7_czV79=#+LAX_2uO<E*iI3jL%dq5p!08(z+DNZx8Q
zz_>|xbRTi+AM&6SQzk8-Q=ff@TcfPhdY>ZQH_S0Iw%k5<!;Kwl+2N!^8F52vZ6jZ=
ziF}Vh?2kC7?O0l|)E_{y1V8EutT~oK<b)1>J5#BuqczS%)zuN>h?Kw`fQ4^toT!XG
zsQ#66{-0NPg3kOGMQ7Q<9nBi<7@9QqNZ_MKL`Lf4dYfBWQ40#D#K%8_FEA-Fk(Qa6
zOY5bql@)VpYAWPuK_`BP1A|c-G+wBDyHe~{ooMs0NHZQUew)l=+n&C3aehu7oT+p&
z3+Cl;1gRJpex;Ae>oPJiK}_2UoSTvHaYBb}IJ-bzOW?Jq{_^DufF1BJz*Ko*zRkDe
zas1GR!<FqMsgjA@BcpvwIWeVW%?)ACn+;>2zF;kzsT6yyJT5+O`SmbiC0y2aH{1(x
z)TP!9;o|;Yjqqt|(wX+}Ztu*}N{OrAu8IXHC%mN<r=pmK@$t0Cl#JfhtJApKy-P~X
zNb<>@LN^B(sh$_6o|88Z2!79BKC7=&`0?Wd+wpN&Hy*XB)eJ}aV}_QWBFsx)6fs6z
zBNXhvmj%av`Em5%3TiwRFYn|$Lar)3uj>&lbU&THceaNzJA`wGBcM`ANj<EtM%?n|
zd8VbU4e>xU91ims=7<>u1tE9Y0z#ndhr`D4Ok;6%cenqJ*aV9;{r?}fC~7$h8k)5l
zDfSNFW%z`LW0;znO4xVs@blx4ko1=s{6vk_J#~YAG8bD0fMpbPqV(_I&7_uEU^7Wc
zEJLA67$)-UYE}lvkz-@?PAY(TOi|K&iyc05&6Du6Ji*hR()s3+&uE5qr&2(0{b|=z
zalvA%ncZ)pl?qY{=dcz}85#eOp~{tZ;7k>)@2pCVC^NsCVXd02#aWs+w<{$_YRL9H
zaTR%lDJ-|Ct4plk0)w9<WwC>a+^X_>RpZCTP?q3CTIFB|C&!F&b6OTccjaobhhRL4
z_SpY9*O+?K#(m#&)CR418(lyAA~Rw_dvjNYR37=Hu=C1~kYgMLgU{E*M6<7ZpXGC3
zfaKHI*x0w>-$i6nQiv=yyL1B6I`j7S+M4lxF>ovn9~BoDUoBvG!H|>H_8@KT#Er!3
z$`)u3onR;D?5mEje{@7CB$NinF3bHr4d}|j_lK6Ao=y4z;`*+}_@6)RaKi(Dc2df<
zH9&3Qk?>Lv0Yr%KQ-JLAPs1%YCX|tWaQY2N<GJtF_EE~5F=hpemp2k%nONA5CGNG{
zrjG00qU>3E;{38y?~CV2l3~_v4J%>JY|4nrG+4nUEl6i;h;@3)Ks@Cni%UK6NWL~W
zm4kCsWww#DXo6TE<E!@j4?DpSs~sE59G~zvOELaMu<Ox<H=f+Cu$7+wnf6?D+ipV)
zuA>_+U$7l(3Lg&l6C7$@P1c?vYy}4PV6BD;rCBL;1C;t#7xTE>Y1NH56H`;l>gA-Q
zb8ir5HMZgC-LLD5j*V4^Q^f;kR*nwECN#lg)?Rdnsg89b#&?uyo7tMLXy^OzQQb(0
z>&;<YODT+5pY-r#cQ>Y);KM$hOoY0?$Y|J~%q#Ke8vNG26&HU21^-C;62xo1bKBv(
z*}J{j^Fh1a3n3%0|LGL1S#9wgVl0s5Hb3vW$3t)$bHg^9uk(QaZc_n-vc2@WarYI9
zIEGarulw0cYHDg|v(Pt01z=v12~X$a;laeib9|?ymai%%DXtQs`-5YrarPqIH$&WF
z{+Zhuc)Zs_j?d*a)R-_dLN0JlOB??4C$u02<sizK)$)SFNB`<;&j-Wo<x*}-3>r2z
z8;iqE-F2tiz|6p4<|&h$Fe5&bEK!pz6$?=X(t>x?9i3eyTdj(Qt53USWw8v|`hNGh
zT+Rv|%)6xxW~;t1<6KvJ>!21hq&7M8z*B#n)5TSRbkLED8{eM7LolkN<8`eAIo!sY
zbj!;%4iPgW!d5CY#8VY}c=#SST;DhCj`)~_$u&~d{Vpul9SDM-ID=^=sdn3a`yn5v
z5bD0Z-zH|JRQq2fS)F;^)-Q<^_*dO{_umQ=(-02qd@kaz#5q3jZG<l!=nEKc=E3Qx
zdtktLce)NaoOv6HPnq-HyT-=G&_919aK+I{1OlU?aG;{FtxxE>A3X57{5#kE`!}a+
z^rqBH<{vvydEt30!)QA=jje>s>#&Xqx1*nbN`uM1BH*9tRaK4?Xv72l(%JeTwLLpK
zL!B}f($w4HUxPXXJ_>;Tr~F$zT#iyWoGK{6Vdy7So$%CU^Xr&E*8CckWIrZA2N)ah
zE;}LXVxs;7gIO4XB#to!V&<d7UCHTWO(G(qy#A7`jCB8c9|^N31g6CnJJ8NyiesUf
znbFY%a2T@jQs;2d$}$d`H4JWXz-z0kdrl}c*GhWpKqH;~SeRNeqx7B_-(U0l_itMt
zAR(n*=TCQOc^4EsC}v)*t&LyUq}cNGic-ltM9(Uf6P)+yvOK4uyWE|dn4BD*%qRCe
zi83zS|8vT>wN=g&(|{K9J%+4({{w=n1Ch!$wS^h&Pi5tojt<oOUw(e2yAVR6NAlkC
z(b=zHg;-9r?|cKge)WfIC8oTSGaWksSW!|?=no=*OjQObB#`wYfo46>+nZTkJ!Yb=
z?dZq}#azdABOBSHb!_WcHi69_{CsbHm}-vQy0UBUL+S*0Tq(ZuI9Buh@^@sU6ClC5
z<w%*(!=v0$v&jl$46qrN*hw3in(753qM+bl0-N!JjK|s-5T_Cviu%2v0Ipg=1FUIi
zL0%g76Zv%ZG>!dvZ;G$Y(~iz%F>xo6L~)QeH)jBd^~2w4OTg}(;EvKPH++=eW2!^!
z%5EhrUyH=MKs5g;4?my9>OyXtz~sA0c2-$P@hUTYC6!?$(nBO<md=3|uMG+noad*r
z>=9lbUqiJ1359&muJapNK2@TXwRH^9U;LJ>so7mtuKeEEJh-5M_wI$%CmL8$=awmn
zTc$)NYEil2v`})dJ%hc`8H?LJnY~Z<TQoBB)<#fRM2!gvsxFe%4U8p;&+D{JE&6^w
za;9c`AhX~V;VP$3Ot*c9<yqVuND^fkFL+LJHVM^m##C7N@M|@7=Ufp?4Ghyuj%?&j
zlt+v;;`qrmdw==Dmq@7MvQ=~^9Vabqt*WW1u%3Gb?acnc0q@>cfb>9<-v3J*1(tY3
zXQ!CEhX<Oc^+dfR1GLfH0At1{B|-l(q(2?}7pCvJtHWP_*K(dkY1!Ga`H(%!W~RIv
z5ab11tgr~B*_!>%;YsTCYrT{0$%)An64jx&1$a}Lv_OcIH8P^c!os?aH2(Yd@1ry#
zd2?}^p?Y4?Y9031BC8o$d9@}|3N_$+3Qer~G`L4ypUaXrpBnqfwzmC!I!;ETgFtNi
z$gZ=023e+Imrz8~90iRD4f?AW!A|RClG%SU#zWSR$#CB95;>pjlnCRBBPD#w4?<O8
zXChFe1Ly<5Km%jr5FO@p)lC!gVMXoS?N??Ec?B97TNNMGwHm{HR9fy)^dH16@EH%K
z7uV2Tzf@~+_XP;{t#mxrt+8SG?VAQON0cA_4S9@0!3po%kZd0_yBu9!=ZWKeY`6XX
zLwVL^2@Q_if3SIc#a-A*ZG!!3%xIdcEo^#Kz8ZJ*^zS7<j%!u$A*oPq7HwS5Le2al
zUtL3yOj}7MM>dA$JaB?8Pj)(HW>R3p!PxY8jtWumcdy0W-Bo7pd17WJ1=PQIA+KiP
zg6hCbDG?EbaUFX!z|L#ix`-{iifZqJ(^mL{Cr|flTCRVmFF83n-i<wA7V2H`Z_tOh
z|EE+fO$Pt>f^Xma;M+<Y#paAIJ<f(Z4KAwb>1jA7KSxHQ-FE8&(6+cS3mU#P5Zq#}
z<NoDkyz1rOYwQ36Xrbj}Ad2Z(8;7?TVK=v*BL*7U-G9Pwzq#|P42@MXcN~k)l!Td?
zBtD@hqNhIV37*}3AtCeNkiSEl^@s|UT7pHE((*)e!P4288A?GVbIN>tRo7zM7L`@%
zUz3lRANwQtNAY_*3-INckD7BXw=^KLzj4;L(L9r@ty2&$P*YO!^!t-37|17h-)~X$
z<>4#0bU0v=R3C$v;@>3h&$i4i0ZUuBWZXc{^bxhublIvJGn&oPc)0|+Mw$?|>hP@e
zBsXc6RUVbVB3JUo$Puo1gpbN!Q_KE&NWC;VT<$T(17Gu>&>}_j7(%^&e(V;VknkE{
zX;`mw1@kMzW*r_X)OVx(BY${3#dWI$(lRn=sqEZ|q2{)Kp=bdmBO83Q=RMMah)u`9
zU;vw8iSw7?(Qf55K84NAsbJ@pvKsmFbLsKm=%_d>2#Sh|Osces>o@5|g1WSyxmKD~
z#|Qr@izz?+qgNN^yf^!s3LG*~nLD(2YSjM5MJ*~3i4^tp_fYd0;W?dL|Kdye%|sXM
zitQ}uTTy{iR78)xD!@6<E3Pzf(}`bN&X!eG74rz=+T*_>rwe6g8x%(r&$h9yr$uA9
z+~KsnGACK1-}fm#{n!2y??O`9DbO-G@`GY-$>R5d;ze-U+phW91i!QL@SoE1s->S=
zoGZj@EJN9Vx^5?hV{y1r<W7GH`@O+z4|i%zO<47q?Ci%iVj$_t<M6=d4(?7x`WSHb
zBBZ)k7y!nD=)`=69L|&uD8c|LL4StIXB9qLZ8AiW>T&YM_lw|EXn{b@96K~iM*Ycm
zL=}tuGG8Ab*M>O)MDRKR`yyZuRo2uHen4NZrp}Q~0Dn_NSP^fIlTXLDBfr<vYXi#n
z{>e#BQB@cX$<>ql>Y~mYv_F`?f1nb$=}Ze~BCU5jwd%u*)nu(rijgSpn$Enu-`43c
zkMQCl8}8$OyUCn#Khy2%k%T|{ijryVSkKgjpv>isk@Jzj1<V{bH2Fr-woQJzGL_Qi
zL57H`klt`GfqW1R5B+xMv`X6@6Af0PuKsc*<56JSr=fw*R}>qdF{jYg{LlH;ilIC6
z?4R??A3mn6rzuJk^(7i)F70ZXld_B6C?sV3{0+J!$?r;NsHpt=`{m&gn5yb+y&g+_
zspm7~S5#IO5ghzDOO+2yvz~y!OyIEl1v05y<@51H<b4>7E39VfXFa7qi%>^lJ%9ch
z23qOtKj{Xi^V{2@X=$XOE|hppvIitf(7BhEl`ZTqbU^-A))VcyI$f8A2PAH111=M8
z_J9A%^iR!Px<^L_WM@;If(Lo&`0<?XZAePL?O-uuk?f4ym!O{cLK++#88Ia>++!0?
zUztj0o5#EI{rJcl!38M({&*)UMuQ{MA`{<UT6}PlH8g7(`wzZW@~3vHWxn*o`Zp)j
z70atD<%T_xv*uRj<_5Pn*U++KladZZDZGN49gVZWOYDt?M^~M=(zly#=HBKv;l6Ll
zhK6_Brmv>Q%J0UkS|pjRpu%@e^&0a>u7c2SR901Ck&=ezZ=4hUK@R{j74BpIA?$W>
zCCV2se1Q<_n~SpHz?bT}Nq2YLvUYdEpDw+dhNq!f??5*oblceW)5+GhZFDpSKxW_Y
z8Nf3&_fV$eNemNYyFeFP3Me!yYXtm<vz`z-czvw7ZA_`YKyUuIK=Z}(WAZQ3lpj<D
z#`<Qw`!rTnd6~-UeWDmb9NRSOV`J(-;I+kki{eqNJU9B6#j^C#P)^QR69%i<@qD2p
zN&wk^oxOh|tA!obc0*t+Aq&pqG}Ahg<4}5XMg2-2uP1oMFshf6o0*D5C>&t1;&GAP
zvayrh9jk}@*0YVX1M+b91S%dZ<*rv<^P{bEn$cHVed9Wyxw=}zV*N1rX^vYM$X2eL
zPu1Jti6tf{6FKe8%BiT}03d<9XMN%(EiDaFs~3P3nq032hlD^9v;@|`z^hBtY~`Nb
z7zVUgCz|i4LkL^%W=+Th5K|u;eA18_2C5*q{6UJxel~H>t}giwEK*T1;J`P*U`s%y
zp`if=_|vCPUmS9P5w3Q%Ra@JySjtIe&zW<EB$BD%Y~Kep&5n3CWwVF`xuGhwvdecA
zn2vYD(DV&$IP$RZ*bWErsq#?~gdzL4yAKk7my;_RGHVE-E>QI?7&0+k2@VRPij9q3
z=liQPnl>rTw{~?RKOr0XExi<Y3R2R`A4h^?zIEfgUL(V@je_)ZpeQu2k1N$@XZu6z
zsHm(g;_fa0GW}ir-)k!?Kg>&t#np6WEEg4;Zi~(Gvd=1NOa}yCYo0M7A?v<cKb6Ha
z^pmfDDpT+t-l(a$c?US?t+$U&OmqW%3s5mmt+od-(&Dfwg02U7&lG@@kGpkiXP0xg
zRt{TEm9?~;OtAF9V^H4*f-0fA1u!aLgcoylb=?c=d1ep$&y>4FMsxEpHWY`wvX#|U
z_$tDysyI<FNVaQGj2VHBB59;f?OdYunq*_!`odq1#a-dgI8E*H&2yc9UU3Vr4z`u@
zwUk7&8^5ZZ7PCnmZGzcrnX;xq+q{*QS^dl~IQrm3wP_@BvsQ@|?cSi~kFJH&s}@X|
z<PBuZkFb0rxx^=s!`BLP>MnkLZ|(U%tYf~uJ~`9D(XVaf6h@!Rpn{(4%t=~USnQd@
zwhMS|dN4Hc@ba>H-CR{@U4#psJj23T;Go{iYI+&48cG?=b%mIr(oq@jW@}ICuD4AB
zxC(~g(LEe$zq|b6ySc1XE7~{{P@`|(DB=1D{nMKh0BwG9N{X#BsS9_gce&LJUvhHt
zop<`(QPk6slsU-;Sbl!~z0>wY8^{aM_^N4xiFj=8!H)zq&l@U1QXoDi3w(?OX701;
z?-$o3+5<W61G7J*sGMK`FNZb5^2*u*6*60oK7E-??n}oW%3cLkdqV?0$kXIU!wsp!
zWhkekr*Hr3_C9vDE-*Ck+l?VZl>fxPmRgM8`iMQ-Z9rk@msiO&P$)UFsWy52sa@qZ
zyK(!TYtxt3bpNx9f&2dzs0~dj$v|&UOk7o2qcJqA6?9R9@H@wc_au`Y0ijBS*Ule7
zMZxRJ`uWtX!BCg8qFT(sfg~yRvuEAYb=NpUYV>#?KYqLuMXs!fo0zPBn(BhGU1(`B
zxakncN4%TL3Z?K_o%?#MuPm?ucl~{R>E=9i#d^!+@>H`MZ*MLkhZ(it=}H33v3JkM
z&CLyNPW{RwAGl6HWOLV8wzar1F~Jc>J_H_|%?~_{XAawCo#J|R!p=WG-R&h?u2xu(
zy)w5Rb<@Hm;3AXIe0FiMxVCoJFAbUWPg8xQO{R1CW{d$X_ZRrE21hy1VrfP1sBy_W
zAAQDky;7)unVl4PtzNQt%@3;y4Za(13oBt-j2vYzbJ}fA*c2ni3r4VNxpwk>s0~dQ
zjeKgW-dE<=XK5>AquHG!7W?NS)H$*14qAXKMaPj+Zww}F&;3KV#7U!BnQ${S_7Jr+
zWfKu)NF}hQh!+;nc&UAb7}1XEvo7y&a<rdbQE1aWQ<h@P_+QCzWJJV}!UVM4z%$#P
zu8V>VI;>zJpX2D$Wky0`;^D88oj_N?u`v?()}1ulspB49=|ylmRp+>$iqc8r$v$p*
zq@rT2UQ{1<b>;4>WdqXt)YLB`8Dwm1fAUri?vzWRp&Y%UD^peGL6DjP^gp<%8EuCG
z2_2kK0m)bcIF0RW0?@a+yrutdgP=ig?F3}}y<l-a9v)p(&z;Nm<YWRw^A3%SaBQC=
z`ve6&y2IJea}VndstLRC{!Gptu+Mo_#;}k~2g{N#RXfLhEfq+7nnVB<6Ff}539rh_
z$|AK!v^6BDI*`XPDAEV4$8wY*+)aG{<+o=H6L`JFj7sQtc=|FtyH6iWsh!cs-)0)g
zn(@KbY*OI^bxj6~`hOJ1e0(TFDTM#!D*v&uARXoBLY&!ANaxr5R$BTM79+|U8b6`!
z0)w2cuL#ah88urg1_VUi-0))XBvCv(F=C(E6~EmK@%Q)H^I{av-$w6@=vnp?pY{pL
zrzudM`2}l6RB9W@B;nxV0+F_P<-N$%Mim;G-1~7q2vOmmH^Nun2=LcZ=HYE!ZC>Z^
zv9Z{@6ZMnCt&i+&rk4W1!>g;S5|4B?puN%8*I!>>e|92(_~>-6$M*>;>M}s?Ah^dc
z?{Ax5SZK>l^Mvc}vC@Hx)Ee34rssl?wZ&=!jn|L1zh8t}S`zVZZhV9bxz=Z`D_G0+
z@DYR*M`(efAe=RX%7=Du9Z&4`o>$>Ywclf<vnLrY51S_*e_7ixh5M~qi{^X5cPvA@
zDU{MZ*toqN{h)e%%6~ZC^xw`d6HmO`68_6H=<KR3|8^C>ZGg>#(dI}#kV4HT9$>wL
z9t_MtWj%Mf_@>N}J(@!*o&zuFKkbIkd!Dqy*_(T_F+Iz&Uuqxtw}-jyz7ZD|ZYzCI
z{QY|{aK50I4kaiAcF}85QC}sU)J)pLK~W4_SZxy)Im~M=W@2-Hx-+1FE(oMq2K!}_
zy@ICt`XV|yI@Yv@iqB+8lE@xHowyU{A1wXs=_Sz0J68nQMPFf&#PjMva#}RywH^z<
zbj^O(+}z@ixOZSq9ZSsb1bT51d;5Q-s~3AE{H3F)OxMEx*a{foR^yo)g9y^;m!}00
zXiQ&!-q$F%FE1;vOur_YspH%!;-K8gwz=NI^*BT(PN3O8NNx-DqX|r^3;j?t(+-YV
zcf-?SXHZ|75Ge)*hVP8c>CWE(SjP6@=w^;%Ob=rb8Fn0xUqsnv2I<~te;hkBWJ~bb
zr~CEw*W0?wUAND8hJT_6u!)I1W(f*Ag!5HT>R*JBrwiSjy@2bg5wh;?zDK*EAo#Tl
zwQIgOZjC*s5-KWj`}6fu-#C#5Y#o+<hGR^<<rzV;<mTpH?Mn~^4{rFo5>3r>z>k)R
zWh7q`yA!q{zSG-{{t8=hQXtp!{#*Us(b?$-74XjQ26UmwDQEALl!S#B@`ZEn9i=~2
z<!RtUT*PFm*|mr6IiGZj#5kOvladn2QAIFu?AC(|I1!0oNHYwF-Czj*Jk@DA(VHBY
z?8?uMllp$Q(Y$tb^QG0T0pORb?kDHW5H{rr3sO`oaUMRtLl9C84JpYi<m;k1^oMTr
z>(sY`H<z}somt06-MJSwYza6F8crIGq=l_8fPEnmlvY&ysx<8<cvSl$B_-wH@R057
z4E`W+wcpWr*vlX>@RpcC$6*n9rp^>50TwV;;0k^KS5qJa6hRn{M3s%s+qVfErr1C^
zBerS%X~Pf>E3`X64pPQ1Pxo@OmZrm~(ZXb@4FJUYMydd7jvyc{Ry)5HOj?G8+w#iF
z0fb!HEp|TA(jFjH$CzP$eJ_A~yXO8nZsP2>)r_4w$F!^=6U8mn_0G1vnZ!p=C+N4`
z8tS;SNi%M`t%A9mWp=f_vdk{I<10g;T*vxNDzJNW?dX)f^yarpYsHIm8=A^ls0j1F
zs%-LMj$vU-XeYzd?Y|?Cb&qPWWE39V3qw0M_DBhO?L6Pz8RT@e)}S98jFLLf9G8U2
zdhCRh@Pa|3m?*mScqF&7qJmv|X{Z?&4{r#l!9ZUQWxKf(Q~+QGeyX`jU8Es8(J+qz
zQ#dLrsspN&<$jsl)B+?PL$9g7e{gyC^a={LK2gx3sVV;g*aZl$^NWk^vrTScv8|rW
zpqS#~I;kXxgdPRRfo1R85a8=})lS`>X}G&?0K^<{HTc`)#(nbm=kQ}B3|zdoP2R}9
z`3#f3I#$7C-EQ_z)KH5GlZwWIMxr?kA3rz_a8hi!)nJS^f=<EjY*Hcer8!>QJ14sF
zw>a%7H7H9fA9~tEs|s%^(|iNWOwG4$h!Wy8=QlW0z#~INh5f9l%zGa|lEw9Pv9X>K
zr2+*n#quiFg|4kDR`!^KW9}auT<EV5RGGQS?KXD;Cn`Yl03*ZzgN<Npv{n(93t!tF
z5Ot_QOmw$(rBqGha}4&nS|WunuiwP`r9ni<nzUCynXgP=Utc_zB?0WNfH$*pMT3e3
zV+)@nJrsAMSMFzp2*&GL5kN}|419R!n+&}NXt{}oJZk@uKSYq1mxpCRh0TJ<)%CTh
zg@xhXY}58sRR}cq%DTGY@8*a@$$}~PJ!ia&oJ`uVVGW(Vu}wVS@X+cth|^fh){C)v
zZk3-PhrB4p#ly!Ibfkxp;`c_OY(6rE@vSSBS3OfC-Y?%rNrsZ*AMn#G8Q=elWs}FN
z%otC56&r4ikV%VP;4xSSjC1(E;-tvGmLIFRekJ<uUF@`bme2}bip8wf6d@Kb?y{W<
zMJ}@>%aq;tTaYr-@fNfmM>m+8n7r=_eNKzJhQ9n99XKL@%~8w7zu)ht8uVbocy&ew
z#vA;g8$l-ZVzeI$CUiiF1Ij01<D51IGcz;%F)BIPV&v#vf~<sv1ta8VgA5{-D~>gU
z?DG7a)qYhLL@PX=SG7td_IdH~@$+kIk|4(ldCH^@;1_^Uzymr5iZKAW<gjGQiOm5a
zz-S&OmQq0jQ%HuU)r@)7CSFa3memQ5LFP-no2&CeO<NR(UDTD&TUWM@tTao8IHcCy
zYe{?3Qm-x3t9GWxn(O=#i>)HA&X%5L;XQ=cP7hrPKEbAaUZE5M8C$z|LCN95`~u&}
zZV7MJKKfJt_E0({=ge_!@PK#=fIuqsU26p>9Areoq}s8|Y|HFgC<^g5A|m~B>^8LS
zx7VlmYM8HenG+vV8NYxO9Mj>PyMl5j_wWs838nya2nGrtATs)f&*1~h3AnnhN$kBV
zhgb!>bCZ*=0n#?BN(4bjmViG2ff6n_F=WDE0Ylh5vqOSB7K_a4bZ=PNB+_eP9V41N
zqvx`ZPPxNdo7_&>o!jOH)_eIh{INe(Mu(SGE8nrVzj6_g>b-wpZ>dvg1JE^RH&)z#
zG&-Whm{^lQ`KF?x=eP($G;??DGB+=x<lP`9aa|{$b^rI9Jd72yy`5S`cdk`8&Gk9H
zF`?(V^@A9-&nzVWEA73bx&Ghq@s?5=Rz~(nqR1#Kq|A_%B1wgiy|SZF*+iMi%1TDd
z-dQ0dGb<Sp*(>{dJwKn%IlupY=X=iAIi2_EUA<n<@p#;i`@Zh$x^BqrmDE<~@{2;<
zw_GGkN=k}<e!~^we2F-18rEVWzeH5Bs5)`}2wnVOj|3Xa{&(!w`mx+T`{?o-mI<8&
zgr(Jqta(@;EJ(@GM`dR6QBqNX-Dp$l@v-_`VvE(knY${gs@C@QTp}V4vTxVESl$XD
z+gJPbYx&Qgu^0+UUo?>ZUaQ#o^iTISNg=Lp?3|7}++?KkcH4EPz2i4|lN0y6phA9p
z-;w(#EX7o3#;bU~i~YM<AbV!7ZKF=jg6m+I)1Y!&-4(DQ1=4elYKay<0|n`Drp%?%
zy^$PzGJz2{BEM^OpEtjo%gyplN>Sa2*+VBTLzR`wVllfv_S10C<#ZEcQ_ItJC8|MH
zb~rNvnN^SSc5ct;a11;eknFecBIuNQ>c8cui)i89xpz;_+FF3<O-(EIp^;SbaLwD#
zPe}V=U9@EhJ#dXf((9+DsB)UTI4$g!Pe);fCbYRlv(*gpk%>7uVW>sn2LXSRQ+14z
z#==L?-e~Q4(nVh7wdcakn>Q^-2asoyu`lGMrh0ekx&-tUE(J%2?|k$*@_>v5RRp={
z^Rl>et{z2JWOm!PYrpLtGaFApcPTKL?`>4wSCg}W85t+@^Y86aTW_U5nPiJx<lKW1
z3)zQ9ud;Kri0s`Z@l@~6oyRW|Nv<EH=_<IPuXp#n{tclAB&9wUGCLQKej97s>IogE
z=)ok#4^Hzz4N+?i!R(?g#>TZA9OgTrL*I=XoC&TGqr#C62ZYv+4tZr|GLb$zAt|?y
zqzCiA$IY)Z2PB7L>7F{R4rkd?K;I~(Yf|&gnqzd~Ni0=VT)g+dfzx%2@GW5?x<lY-
z%O5XtWn=Z}vBcp`arkf*f9ZM!`27Kb3LpXjm~4oV=uCa$4P@hMT^%;x4qjef_?0O1
zdQi$e2VVxl1efv~)@UaXN_K*n6BQ+Ia&h0{fj*@bu6<X}yK)VT{PpznBm=X#OG5n4
z@3^wMA3OH!*<)sI{=9yK`=z)B50kUHY}TG)-CYzqIt^)AnjoVI(vu2qN2890#%7mH
zTv8GVeAn+;AD-i~6^|+yGyePLW13&i>ZKzWqncyN$0z)*w`Hq!)y1-G31yY6@<4M?
z-VUvDG4R4awb5EPe0NW%u=(m)3RtPBsa1UWg3x<+cCZSj&jH8Pd9CaOFHto!3y&Y%
zvHmu1ea;Da&j7e+ZDWc+zR@)UmGVDi_W8E<b^)h3gMR0UlLRr?Gsr!j)#oP5=1P<M
zT$cMrz44TiIyE9(QevVfTwoJ>|E^8FU$pC(T4ARb8lNy*(6Yv9fbpMX6}}Qwa8-nG
zFy!S+IS~Cp+<r5lvHii~=VFQwp+Uotn9zXyC(;7%bM@{gl{IMe^WL$EeB|TfFGp7V
zZzbHO%|z0<*jsm3hP;|WO4wDWJzpEU8-VVuEQL--CdWt*pH8V;`Y;fcZ}#KE;bWtu
z=f7k!bhuo;6?xIVLj+Mg2z^@vEq%N>nCcVFRlLorZ{ISOjkGgpG&M!Kd#+V}b2X?f
z7u(5pH<>J+%KXO1-&;`c41}s}284%)x9pm#^r0f2h|7|hipuVOe}_}OcCD(|T_s>R
z`h92m;mK+75aJ&!qHrQxFn={+Cw`Do^btT|b#?XK8#6J-9c2-$7K|MpcY~#s_%Ocl
ziEdU(TpVHG0*wI7xQp++%bSmHH%ZIPB!-%!)7;x9X>A`<=jCHmvJz|Al##>biBe*2
z=F6e^Uj;$loqR{;y7yIv3ioslj7}>Ub{wZPls^5g2`tl*na7|1trmpFx-Y$%u(dv8
zI=KvG1|@?K)1H*QvMMWy>K5N^4GSq4jlV2Qhh4eZdd_5SkCs;1u~@UR*4Ea69h!*D
zcvrT+8w9ko>u`wIzrB`T+tBcLxy(wyMm=T6I&;2GW9in0CE*XgG}&YHNi10{_7b$s
zBqW~c-EMr1G>1{FRiMTW{%SDV;3>p~90;Wx0a_r^W1^gfre;uDQC>U-yrKJHh&-aJ
zr{_?<vCSdLQP^&TC);XGKi`=td|KpraPTAfzDq_mGrc~7kvmv^{&*#R?VPrDcU+U@
z{rf~yV0d_#9AsWNZ{A?ZNk~jwsSj0az8tH1ZRGvkj5U=L5u=yxJUac;?e=-wk4LTw
zF(l|sC4W>lSecW6W>VO=@D+v@BsxrGrl$|#of5RY;;|<OIISfDz``aP74tRHo0vQz
zpV-jSdP4$)L)JCgQL<%CaF461?wXj?fefJVPNZiVbWftEOqjGnWCJ&R|0U+2-LSGR
z*7f^yYKO>b*Z?Jky3oR<v5qb_(hom(?AvwZ$lTMj*AKn!Z+-rix)%X!r&J0&LUZ+V
zv3|&CPS7=fTgDI;c40e8G~56DJ*9FO5`h8Vddb<@oWY)H<<*gu$jBd*l9LwV5)V$?
zb~}a*x0@mlRXa$$5s(73cod@DK;&Y!qm3iU(H4SrjI>8W@?y}!aeQ?AYH~LGs}gU}
zf?z_>9uVFRq<eflH{a!aLLSiD(o~;>NdkN5S2%49e^=(m7~dyIv#l4#TDEt(GuAJB
z+IggrS-mM=a&Ifo?j=@sU-pad{lwpgxC(euJF)NaiY1qm{7+w7yje@y)%q%T!|YsS
zc}t=av`4S!Kl8lw1xqg*7%gNmA<BGg;AvdWoGo^tLge(EVz%OX_l~;PDud<B87|lP
zTLP1lDM3bt77DeMM}^OHd|cgZM|1s<@<5x(X@x+>a*#Y9J$iIEV@qd!K6Z;!LLwRn
z)L25l(S#qTg%L)J5RGr7P@vyuw){qp#>UC%_2t>2LuuP)?@)aLsq|{H%3W0QjN*2+
zV-NV7o&dy(kB=vG{AjOagT@0O-6h>t$NQD|gMD`*EWTRQXN=BUB~$8Xt1G8>DJE&1
zFNu&TuzGaCcam}7SfH&pU$`NSuKV$c{)s79YdAOtle4JV+ER%3&GdcmmzwoXaJ)W|
zVOcYUrzGR>cgin4otNRvyOiSMs00tD3%Vbpqs4N2>CQd$^qqF+PWm{}kW{3teetW*
z3d_6qiJ1wHYqr+^1(RHYetTg|{oT8Fa3P|b>uw^T&i`Qf&;w-W=8ANmr9HyIBIWRS
zV0gHa5Z1$W!Y3$5MBBC$dlPEZXNOn}v3z$<4GFi^ad@zjlaoIJkY5wXln99ox=HH1
zsV0Vo@&*Q+P%2~F5pNB(3o;e~ldFpQ&HDKx25!$HBM<Dms!Y9)%s`ODgB2F^VB$aa
zc~!R+naOvQ-C4GnIU|QGqkt+Px#x<h<#eX&ZB_bjdXg6lnrk&uhhsjOZfcUXw|?=9
z6nIZ~!N3<8Ew7oyMajuO8!$gI069ijg!b34@LjD=lxacHYt%XBYms<*x-H-T*u8l1
z0uEw+xNwa7Ii;8s)nic@pc;K<7DFwD#)P-;sfm+`VG(Z$B$@9ObIc1HqBpWU)ZV61
z>+?zNeMb+a+zyi%--TB@*GGIxvzOXG7fbf-)}#Nk=!|+}ySI;zK=*QbTAEL^MS%~k
zuH$1OqBmH_v&$*Jeujq{xj4}o8WrV>KDqjD=)7ONpcWSw_YMk@&g!YYeDpJZLy-Ik
z^e<geN()d(ZDV6Hi1BC)VAiVq(I<Dg&H4&n9#sw-@R4R`Khg#T_de&!pPLakBW7ol
z4{13~@VvOi<MnfsTb4@Yl+5GfpFh}Kmv)stUUNm%YK(Qt!UDM@4uxl>rP7e|5qNEL
zbMto1@68j75m8aUejQe*^-6#GFk{mE8l%Ljz2&wGaF)VP?T8JMA1hm1p;Q-@^!CB=
z!HWthPyYxpGY3y-lC$1T<_-Pw_s6CwNzy%|<v?NKVQaw++rM%O$>c%nxtXIedJ=zp
zH@xIkhB4M{>SXo9Ow)-p`XA^tfq(74RE%5-bq+IVXXrTdz4hJNDMOh%4}xL-pf9o$
zyJ5f*!X`GOsCTwGCo(j7#hc2(lI*{2D-J%sMwo8yzKG)kA~EpXiE{AVxku`LT}M1n
zq<Kk9<$03m_^F7_Pd8Ooc)6VEtK5_87LYvAz*m7d)Y<QLn#Fad+|sB2Y5slHh*OW}
ze7OuOr455;Kd8A?FZ^L6R10H^&IFl$c2=O<fm2K@@=xoKmCeDUXKj9njS8HeY&`bq
zv%uX6wR^(3ulks7-g<fQQip@6kA>{1o%zkus!12jIBr=#nn?>?DW%<V(|tUVrY45G
zA<@mS6HdjrKNV-^Rc}qU0`lNDn`dhc1f{mtZ4qGWYgpXP+MJMcVwkzn;xt1d=?8?J
z))cjx`g%VA>hu|wop(^@5Zkk|va-3Oqq;Fh0uI*9tt~I%D-%)ot&zuUr(C8`d`SsT
zXN%^PS-60=wBHE2^5g6~Ycq3|h?s#o2FsGNS7NrJ55}p(b!@)U_r*UY3}I`KQ7%4!
z9|u?L;sbCIdhI-=6G(5n-*mlxmrCwAc*h1tZk~l>%A7)KRA;vFmOoAF-gPNCb{M42
zr1<z>uYR_`<m12Xf0VjIKF3}U;AUTVO`cF3JhKgi9pIPzj>FFtoHxd*%K$e<3K@L|
z90lZd?V*$ZjlSFDyU<i@V<>h4zAW(ElZ$i*AOf7O1eyepMHC!Vm*uIXPoL}>K6j>N
zW!0#hS^r?dm2muY`&0K?t>S`0$GQ9h-B_~Qw|O_SYon$4$SS+Ly-xPjAp&+f{*E+~
zKXKe0mWV2^M4zwso-|T9G_&}5FnMC*_z5$8ywTKlBfhK2ou))o_4Tu-kQKeFA~AZw
z=j9#c;4>bmtWdfdTUbb`4uC>~GC{Cl&l~JotmxOJkj=^S9u{Q|t~7siLM!{xY10nE
zLlJ#u|1&|6k@Sd<$RMGeea!94(UDW#(-V!n85Aj4Rm-I?INK^-Xr;2Y2beK5H1q}C
z1;X?XEYDLWLS5yT0R^3BbR(goQb|ic?dmX(SbgGThB2dTN%YH?9)AQHduLNv`ARE8
zlerGZy6KiJ-R4crygoP~9ge()m{sAKwQTmcC-+dkj=i??xi)HrO{*s&K5K6g`~p8p
z#@-i3t@SP?^Y^Y_l@zRAuR90LC>UzPQ-mH|qy|6eC>vXRY#AJ$as32Y#ebEl-B|cP
z_IJn@AQ!4Lp7-DLMlx3hU=<`ggo6~wMu{}iQ-A*sV`>3n9Nx8xtLwTq+6z1{;cXD#
zIe~HVXS7+rS&jXvx{iEPPL2d@<bNwG@Tw9pQ4hlxj|_xyCWlycbnZ83%1~^GFVB3H
z{QINA(t(%gk6Mjgru;a%ap2d9FyHfR0~7jH!>3%<T{DjJP7D}a7m}+=ahT|sc)%!?
zO=D?E>v_FbjD<nOVmQcsovLKhHiB_;&+n!OHLa~4=F%^5oG&H6Wtu$wN^xs{##_(h
zgDQWY%oi?1Rf-D^1H+H0Ub>yLY<~dMAjY$f<e&=>3ZL$h<Yz<z1ysdmteFiOzX0*h
zCxHg}2QVxV-V2Ae<)J_b7%%wv=~HEAC-E|{5&ZkPQuq=4F^FMce4ME8YwPPLP98ja
zoqX4J1qB6y+>vL+2EYVp(i~RTQf5B5zOsGk?bq5PyuSqb3st=c>!3;0YRv7mArp`B
zh3407%i>-VtLq0zzpa69k`AhO>^&GhKe#Bhu}&>*!J8O2V|RCF@Yi8Tf#cBtgHGW#
z*M!-Ln>qe+ewk&hx2nuV*4RS#x~^Pn5qpwR!WaGG&2n&>U8V0l6z~W1PS@Of7I9kQ
zF_VPDg6T7T3yVwV&TR__2mn!$?&0(VSXaYn4(ip1oear7u<ff2!wzJi2vRfXl+ShP
zKlM4gCMlU&3&2WHNC-vrQ9(hQ%Jf5!I-!jAMGumP$3#Wj`k^|{%eJ<*%fO>hNI>e7
zS6DbSH5CX{TK!9s=MIl%n)*mq6|o7^-Fo@$zK0F0BD%Y^J#X%~m_(_p%)7qhHx<L$
zo*g^QNJ+D++pAu^9q04)?dCpVl9F~qazNm-_TgtsrLuMl)JTi>7xaIOzmis4Tg!?`
zJc|?3a*46l9c~Xm`ML5+QN7&Vx*TJ-6382;r7|h%zlJak&B34xlA25NZFnze$CkIH
zUH$s)TUCF5zj5C#)Ic=}a(;y8CI%vA0=){-q1!8~zaOojGnV}g>nro{y3=n-h}X1`
zrYilZ|1mdr6g@shX}4EM!2MIp#6(3;fu0I;Pr_w^&^3vQIyU@n1F>~zbd+e;fN}~=
zG<d}5>3~oE>-X=cg@qCp78bjwgPWVX9+63XVXk>$k!$ksVX;h=YD#Mh5Tpx-Bo!TH
zIdje|y?BvB^qvL>?F(L9_(*+tpHNYeQOK*J*bg5BU0t7UF~9PIfh!upfR9+YxxFhZ
zZ;6U&QZhUB-2ZtX<GP$hheKP(Yt~0fyD07Zr-QhCUj)}5zhqM%kUR4=CH7TVI(Bgd
zC?(Ffo+A;%KC!y&)4wwb1kQ=f!a(=U`B<!u9atT^q3IeV>MZyt?w&|>$r*SKV2@zL
z$HXwTw6r9C7lb<M`KM2x$f|uO{J4FEMMSP*QGlXtZf=e$aajU;?b(TLRPfk}=c|m1
zygqi4GkTA7u;ti9Y<<9BDmH~LJ_(9OM#sPrz(0p6iVCPhK$w9sf-n%B{XomVVOvYg
zHlAy|&knsCspF-6Z{Bmp(|^SUWduDvJ(Tp66cmq<G<&el07jSx4oM~cNBnG&p7ZUW
z9okC2eN<BmwMjX4i<GYw*^bFc=D$&wp#c5pglWe+G1XM(sF~`jszqD5rN8C$-#tt%
zEeT&?uqiQuvEXiyg8-XP&#9G(+go*z9eqLl_^i)x&{h38sv)Q^7S6CR1@xPNRSV)1
zEZ(b&4m<FPOGx10n=W2imeuL*?$)!k48jvzT3P~-vwv(AE|&$jY8oo9&44h!o87`h
zy-F%)4n$ZC&+5c9F=n<2iubQgzngr<-(T>}O-$s-$;m;L<Bh8l5F5O%)3;x9{*=T#
z16(O^(h2^1efiq8!!<!H(<enYU1)#7Z0<NWH>Z6yXlA17>h|7OS9;#ln3Enm$op$O
zenngTi_#DEsC$dVw6tEgwaE=PK3{gAZ)jvM=ZLOKKBX1~nti%c=YoR5o>FwjQ(b@Z
z8*o}PaDgHZ%~ue-TS6luL=8+0<9=;oxuX)rCPkP2sXE7*rm81qRWX>c2oBT4F?%RS
zy%V~49YILI7FlLSyeLj8hk6bBjN_@(=za}4?>wJ`TE3D|1gJakcsaK`s*-dC-s&zv
z%rd6;@5`jOzvgPdBQW|r^G)TOwT%y_@ZavcCAM3MiN#Ofa9G-)Qk%h^XE0Ftto;p3
zJ2frsk5R_P>+x|D*M}RYgdD0H8p58gGP;s-d660zDK>0M-qPE1j9Q`We9do`!d%8x
z3`kW{R!+onMoMnGWFX{KhHLUY%&U0mk|8KaS7e5POGa<MoZfyyw}=jGUMMnz$1X3F
z|9-#d+5%BegqUq|OBBoNppxso0HXHp+gHGvk@u0!mwj?_vUtaLY#81X;76%b1HQwP
zNYvo@k#Bp9M%CUpYSB*EK4JWFVyBO{I7Q5*pww0lq35=Je&O>QA0?Vi?P{q7!D|xC
ze^jCK_@yVw^+1|WVrR%DBzFTo1PjjOfx{!za`bq#_+b6JcUyQ3M=3uD5rb+zd?fRU
z-O%)$I>e;bcTPd!I9B49%@ePhwAUnIS9P3_?s9Q^lcx-^J03KCE&o33#EL*~ao<0u
zwI&oKX+N8u&7Bj|dF(QtmeTd<J{8gQXtll5$=1T6)Vp8S#YF<p2P-S<BS5t_Ww-yv
za~U71loPxHXpx}v8&7G;Qp>fOJjm)|!U9HdM=?bn5RiB}>>y2qb`)!<16epLRWPqX
z?Xcj9zYTwk$IoZACU%ZfEV4VtFlSs;P`FAPqk3!jw2`2b2^~(Z38Ujj#(&+#Fw?VJ
z>+>qHE2P)2XYQt_ic5R{XrV30X|{^?*(-zIt7qYs{Cs9+My5U86_!pn3hhs}M)-MJ
zP2FKsr#_w%?D|U-4UM5_%TlpP3DH*>kK*_Bg2qrqkPs2#(5<D~b2e7iozq%~6`&-t
zfNZq?`mtN)-69UCI}vg?up_|PUb<N`(t<dz4oQNpE;H6SCIisF>HGSm;u(uu?OT`Y
z?;n{qt+=pw-=t(!EeYbayiscu`_RyT<jT#Pe$mkq<y4uKH4b6r)raMt4<}CF(Mw1G
zI(2!}-p&ql_y}^q_U+p*n7F)Y{iAitef!sESAE*~%49`t`|mmoD2gAZCI}g`h<mXe
z4-=5wpgDJt*V{CE$8x*oZNfN_F#BHk)4E48wsMP3TI!9!BR@Z~t&M5-74-NWk<2!&
zXkU2Qwr}s=yGZIej~xpQ4;L{x%{F2q2K1nqDd!N2)L9F0vqN4u*BYpQ@BXNDPn+by
zgQxuE?Vf-@4lXST)5S?R+=jDMr#myIx?n_i_)hVZV@3p6g15kSEeaTs*}5JFSD1~B
z*C!!2mKS=*{><%c<Gy&K)J@W|Waan$itAUeenFl^hz+^83~O7yN|I1CYWU49|LuD3
zN$?sW4pOWz+=h2@YIAcF+7bRDm}(hKvfn}TR##V-ux~_1yWcglMenSA7c(hQaP56c
zHYHH*A2qJ+8Q{QWSl#p{KdqUyFMn-tP@G;!NMdufv-I`+14*VrhreAinwp*2;`Yl`
zH8szIq&B^ey!Yo>b%=&8ON{GhK&0O*B8eQ0aadZ*=k^^Q9VJ{2KzTc_)wMD|*jRIJ
z7awX-;v7X+^${En^|a=d>^OX)DZtt?!15*N4;W$g{%4c_wOv2poq!A(eElkrQvZyP
z3wCu~h)?;l<UvAKkho<(IS6%Gs>WOOTjB44bSq?v=%nTxPi|vqvDrz?+as4_I{B??
zH&bpQXQvr>N2tAK?n`(6v7@G@&W2SV4jM!yE_9xD2jmt1ddi?x;wrZCVaU#Ra!i&f
zUr)S7tP%)7_1A__FzI7+GTYiT;2WT%s94ssw(exTb3|uHI7Zw8eZt9e0GBV+^@>&^
zB#+()m!0i2Z%E8v(7gSSgf7?ofSvo}!J#2okLaU2uAi_R2_i>pvZ_AhK;YGX#P!(N
z+Sce4M*RY->zR&Go`*D7L`#=J@6VqY?c=ACOlL#(N(co<YTBigw}OWsiS#=rE*nX<
z&qJ%A3WHT(^mxJb#x5UW9(=IBq~D+}RPoy1ByIHyj0_^YS{=KWv%vHuNP;ab<(Qfp
zaHW1xWrqXWd3?nSR|runp@H^nauVPmc|jL>+kN9D@v<=C@Co6Ol$)`A_4C)g(5y5y
zSvJV>FWGgWG%~30+6zkJ>ztp~Y?Mr=1ELnVD!lHGy7ryhd6B0|?}MUzn#PgO^@JVi
zwQCubRnp?`tkJyT;SE&Rbte6sd_bZ1@}2Y1PCLO`gRKiP$7WEVr@Q*Xac)vb3o*O9
zyO*piF<>ULbGIoR`+*izgDQ@EldgDGO)VJAtDWG-{6>3q7^eLK<F9BrXg6=&^CuVy
z$k(>4Fztlk=u_Ok2?7!JEQG5_p8w}z%0zYeptHD{rluw`^b40R9dvVZ1Mt1yCF`EB
zdiu3C(xgw^;{xToB6T0@q?~)o7~jM~*20+Qqa*N=Pu=HV4~wMpg5XK#e3}DCG@Osx
zP}|wtAGy{`b5gq!kKOO$50A+Fz7@4GPww&iCMV+F3P!GWpCFg(ovjL|*CMm`{w@BF
zubps?M2l_j!Gj=qxyvfoR8?1hM=pFmUUYK)s4qKssMt+ZG&J((&XswSX6EOM0p%uY
z*IxInjgV~my+}ye+%{K?EQ)6TGjq}cA%h}XGwBMn_vewPpohlMEk5cB6%!s8dW9%a
z2BxMifxriiyngj}Ms6rPh?s$TW|0|Xk)6F=Li?ZQ`=7y37`72}e>k4??%~L_1!pFk
zd`2oNDkw>jVvjih+O)+iGP(zS7)Ay6KFTBZOw6wZMy0opjhn^2<#{shORX_}{RGL)
zvvSgBXKOT0eQE5As+IN<yf4Fg_}<IEy}6zUaJ$j9Ow_HvgW?prXhNi;qSD~~+sDwr
zzzQF41-`*NxIIB#MYIedc>%1Fe08vgaF-PcbYU+8!6HKVJ|(1!`j^fkzXUl2AF>PW
zPqd|G=H`yj^3|81)kQp^Oz^7&?kernx^YAQ9+RTuaE8&t0PS{p^KW}i-hRJt&U+zn
z@08<^k93YGduaVk%(%?I!&Jn7%70x6w5*RmmF4|qJseWtY}b{!=Y^@Zn8~4xi5<Xs
zU|<(GHcgN?Fz?VG$D7uNE`NVc3yubWTsNR~*jgWz21~9`!EOp|7~rsk6%h~5_@^_>
z`r9#!?Zypyv?Z{D1}7&2Vq<^irDcfFRGEW0$S4-#s_kGAP~f?`YDQeA36Jc#vb`d`
zv*jde!yY?Kk12EAqLl4QDkl|u{Pz~gtM$`Cfz?}b6NaSEtoOfX<CQSgV0nxF3Gh*B
z8XBS~Ko0JmIf}j$p=}=^u&%GiVj15%@n1(SOM=c{*<h8Q6TmJ<402FdAWOcUP9%Z(
z`H?_&4i<(!em{0!{VFgIpsqO93Cv@1QqoZNF1Np&wF?|-oCY56@eVAejZ~4j@R0Ao
z155}G+s=N_gLf)HB-2r!J%T-y?4Rnq-rPO5e=61~!o|J~Oex$-Y3JHv-6ZZ)PAJ~x
zm)=;QLiib}z0KO!E)NJ5?hPo({T<_{;fHHI|4oE2>Y6Iu+N6kC)03mjRVNMwVoD==
z^K&q~2^!-nM2!~~W-~XebXHOl(Thb$q+1AXQ)ujBl#UntLO{lJW(W+tuIUvoNK=&o
zJ(sB|!!Cm{xsx{3qJzFd%%Veqk#`<fs021qAKIZ;JR7tqpZ-1M^T$Vj`$+7BUrET^
zrk1-h;^Lzcp)%NC`8+>W%656-_Wbg)(f2n>9Q|ao5ZC-d3O?GZCOv{wgry~)-w;n(
z4#yG!lR&cIy16pS;g*Pi$_bMUr1JviRf|cOC6fEg7)UnCqyOOu0Ri74dX(2C_0@Z~
zp<CJLGaTyWBhWSEuM(_3V*J?MUu66Hen*9ZR^6X6>Q}_%zK&?z>x^l+D8X=APwbfJ
zdGw6ngC%jR;xc4Au#$iUHkY`#vn>0|HMG2lhCF}q0%f#FY`?rhMILa^I`pM%+plQ?
zgD-~$;{8Vk9nmE#2w0&U1rowf%A3i5F)0Mb(<tiG($l{*G`!OsgJz)GU@hi7j|Jq%
zQdkYroohcY&Dgo)`B@*disMNM9E5KHQ+iy!&DewUm@<^Aw?|Xgg#@S0=k1zqzw_mL
zv|A?@&n|W86ZsP6OT^%fQN-LnPnjzqgODcDYqb*y4gTPv#@n@JfS_pmy=B_{)Z<c0
zA}kv^-?sj-%gfLI1@HyDzlgoB=}iZdTmK+eIEM5TJ!`XfX57l@$=qqLLfZDdFgNl1
zc8%*b`|aAexa@5>bvy%l!l5976B*EK___sLG}?y>3Ib<B&Vs%%KLQR%$?m;r>(`}`
zP2_>8IlH(x`FRHopH3|ytOk8rjn{Y;7&0qq#r=F9Xr0ai65IK@v#!pU#eMxb_;kn$
zzBV)nSB~u82h17Z^H(I-U?q%<wIrfF;Qvqjsjm)S4MeKgb{}x05ottD&TjxWM7RbZ
z8U(=x7LqY)!K}`pr4R+=@PEd};t~=(pr?ZLuM)V9nA^H2R+a18w_F6_l$DXs8^cp4
z1yi%P_c>YFd~`dSzyFDR;xFtT&>d-k;New^@cc($gP~!Bs0}(8#<1*|3AbH+a@`~{
zqLYpzFE#f+5Tg|y;`K3(&~fN{0DXki#=_MdJ9k3#b{DoSU|$jr44a61iR~sXwpqaa
zJ>fWl&iO_)6tPWl8xx>g5;X{60f>n%@ZqjS+&S>z{!WbJMpF)sKoICf!##tXkx@la
zvDUlr!Be;{7W*`#orzfay}9`ub_mR(VG^@Lof<LqOJn0fw0!?gPNI`dADY<^4@?(a
z9AGHR%)nA`q~W-IpPO3)9SO9*`lhCS@Ns;$>!W+8jE7tcw@bK<%;RSrLE!NaZb*%+
zE_Z;b!TJ=cYT&!zNH|n-u(_b+W%xDZC@Pv+qB_^t7kW3__&|F67e;&&wfaUQ!&K1_
z$=8!B3@G#gG-BLVEfO!aH7C?UXcrG7{5C`g?0kgo8zI49cKIuSYWb9ih(ekMkdY>c
z_oav5w1c@DMl^;1Q~SbH$EMAL^9Tb2pmngv$SEkS%dxhea{D5aT<)K7*-Y=8aIsvM
zd<L{zhU#m;udud>MLek`-TFwchW>tLD0OiEO{;MqfELm4>o%y+=pCh7+MPyS$URDZ
zZI05;_&6^=!_sIPRIFHCa4;m&zWRF8wh~?<Cg=7$^By`ovyH!KrXrgqq|rgz!=io?
z4u`+-i@8H*=<rvYwF9Q6rhvG96gdf@gDINv`X`_llrIJtyMUWc6tOf!3$$pyQ34#(
zh?V(KTj0+cJnh-+iJ7IF&XAZArogz#I~%KuiB}we5j=+_`V|~GIB$`*V9Ke!xw+(^
zsQ{-3E1te5s0LC}Qe|7avJ_bB>g&b8{>e%LwAk+w5g8dXyLF)W83F)Oj8qMt7Z>l9
zCQg@vj%^@#BP$pw7C{z*wrcl1>!xUtLy*0C<{aVO&tZ|F$8oRXxQUky=yQ3?Q`d+F
z+ZW0+pS4x-5+T}$dI#R4A|`9$VE=cUX3bWR@n^ejI9n9_;qvr%DOr17x$^u(u9PdH
z;5(iC5Ws|BcK~4J17;?KcEmOU!!9TgC#FmjDGHH^BeLdW<ykp67@?Y9pR{z>AF2+(
z(S6WG5~qTW%j9Qd%K&A~nm4a_$|2E<iBU!VfbfFW(5y$j0K*Bw@hW`}=P3|3@^$)o
z9kJ7jU04Mp-z`r|n%`daear2OMj_bn>FrB_5cQGoijR$Wt*Z5{p<(~vl^78R<{NwF
zBG|e1JMGU%jgJyE8NLU{pP9wkk>?65ztF;F46DD4(q2mo!(^oF?d@e{W&NYbC<}Uq
ziTgw`2zs2MXNu^nX}96&X|-$D+V5AOgta$pdTrkPS;t#(a7h9P4fyJ#Kv9Vhj|P<#
zMy3<PNzqGez^)<?PXbMXj*Acs5Djo-`UHQ0&<4N<X`(Yrq}CaDCmt^g7Ss?DuRHj&
z-SiHr#1V(*0&7l$YRD}7eNszX0J#VsQI#%lH5M+eSag}?;pPTPP50!yb=1Gb!-_&e
zLg>`Vx3%XWwRr6`e&hF8)_Jb|z2j&ha+#!2UQDIpY4LOByX`1O@bVx?pznB{0U{I}
z!EmVH-;$D%eQ9rhP&-6VD7^@|I{d1Bx^ES?=q!yEu&k`DeFV>|HAfmoD%Bd#$JH;q
z5Ix3w{T(^R$;hcwSApE+^T-jiMg_RI<kyie5dRYcfLajF&5Vu7RaI510vJS&*d1^#
z)^&x}L=Gp%EatRPE;<*>)UfP3aNxioSUZ(~u#_5_nrJ_3Pa5<8@i>=p-7i|ilBV5c
z(U^b4A5?FjM|9s9XRrKPoo5!xQ&})dFiy&**e)Q-t>uc~UJ1zdZkAkDryq<>2a&^8
zL3rXlGBTn+__0*K=3vXWZ>l;auKCza$Y@KJIi#hfXF>0$YgysvL?>;YoQ9?v=g4-_
zefuf^8JxVC6a4yhe__kS$jFoMaN4bZHPV0#cW246lAd>%EFCjO*+R62zd(qhP&9b{
zHX{=gm>ntLghKp_;+t?z!Vag^Fi4VhXXoIswzmQ2;D|z_8PfwFCXK5XixWa<%&F{i
z?0cPCzx7(zFd@+BcZDT$`vM9_!hHeCaKcOr6>J;FjnCRA0dxPtB@f`~4H7GQc3T*3
z#K)EcG)tUb@Uj!J0-`}lPfw_$;m1f|Dmo7r+l#ZJrQM}4W|tY3!5ekgzJWJKC=o<v
zD(QfS;YJDDEkZhf8-F{s;5dm)*|%>8P-pV+@Ss`7f&OA#94k(^np=fYe%m2+P5^wr
zSRZ??bHfrO`AcMr8ZF#e@k*LOsP~9QV#iI(dxWA*DTG$;Il3J1Ish!fjxI-8S((7B
z7!N=HDE<yw*^dFflQT10w5{xRmWHM^v7n&fXFlY*i3PM`hIIGptsCMrc&c!eT){M3
zn#sR^WwC^;K^GbnYC6k-t-MrX@#X0OcGgVo&u@ROzy-^P)O)$tHmIfZZRbQ4z=sRy
zY*6Ef=N-2bPizt+UvMr)Np&1C#uq0<XhclR$+sGBTXZ`j^xhR7#R?X&=;hv_NB2H~
zc6&lnh4wC4GF!4)P<m)Y%)2>r;4NS#m2sVyhL+Y3ez4^3h=uRt;?7|b+-?T<Jdi(C
z?QCo)fo)v!)LqV}tKEQ_Pi@yF3Hd>0J2qC57dmBt=4>(Hf`XE=0tn)n@#w#jz}9bm
zPlHJvRwmAqBvp%Q-IWX>bwG<)f57JB%2>m6ioIZt7J_tyL74MadOP8sA|taMZ5Fhs
z!NXPP+vxJt&iI{{@|y5w7{0x=N(*v#k1@ZJ9=YP6{bLwHRe;PX1~+krGiG=2iV}<8
zxDky(SP_6h&&<pWL;<8_(ckII41Q!Xz1y&}z_lb~1g?LVmhACc$UCdLyQA=xXV0Fk
zZZl%X`jFoEqlTQSWOLONiiA_$${}=|D1LX!svF=)BnB4{98L&2w&-l7mWj{t^MkGd
zCa=B#Y>4Pm=~ky`6Ym`zk9-{&I{q9PI>X09;^@f`MscMZla`o}Ct0-cU3o|<*0zY<
zr$;maWl`Z&fghq75sdjt*XLSvzu!mJghLg&+yqoeEG#U<(tSn8;OD2>iy)34FqV*K
z0Y5=47@$P^0LLTjH22`RGV97FnnnRjA)HSib6O1TSEpV91=I;G79vS@0zy;s#tPsB
zf;}o=FzUb|@kHASu;tLI(uy9r2+Cu$&XDDSg76EzbzlYIWY;&8&fv$rAR+O?OAiC)
z5>0#C)mo#jPl=93skiz#KCbsc=PgjC-{VY%JJ<)@%MHlv@g+n?2RH<cK7wk5j{Q_`
z*wD3Jl*s_K(eJr>?b;J~F`zjLpUI&6@z}OQ2oj*7K6T$(`+4QZTWe6*hv;xOXp|E(
zP4oXGM{5<@Po^&99oc{D)-B>g@Fgf$rlzLwAwz?Mf_x!gYC`iCwSFS1YG`P%lJ3A=
z;sO?OTIkb(Qb3ZRijx1!Er-4;c%KO;%W3J&V4YE1*3hUNZ%-Gq874(PK@cZK9;;UZ
z1ob!@5L6IK^9l+EQSL-X_mJE?x^bSCcxvcE!{HP})x^#TB-3R*Jq+;c6*y@u`M19~
zx;<SJpcrbj5`&C@tDM$_iXeMs+{`6V^Ixz)cbP7R;QX&Kzv(%=9x#tFXcnJ^B~Ms@
z;HFTPA_;pa)2s2Tf?6c$iW1%ueh_Z;&}vx={xv)-%(dLohysd)5U5LUtqT!#5Yopo
zl6i?>y0b&37cLCGgHL0~QRTe9AL@y^A_CbF5Y-`2Mk{{&aQYPPaA}v!*kqI>VpM;$
zIlcox2HH78@YsL@8Qx%s%l!!Kl_N)vpukH(2m~h4|I7#K3AlUOmY-EQx4c-i*l`mX
zD;eQ}g^pz6%i2&n3B|A;xr^BE5XO^(Iam^>^RiSSy&Yvmvx^XxSan5(UW0F+)~8-K
zenS)wS~qXvTYFt}QY{8<723adUNiwdHqntGVXA5BGy9Cwf>sRPS0l($2>V}xOZS9~
zR`;^nNU1_%OEbEbE{Vj)BFS=bS?fowV$t^ffc(u~=%VrQ#Y{EP(b4xUEvJteLRm%Y
zDlU(rgUEmi9i|PD3&Kajx#6seqW}Jon{(_&V8#=iP9irV2!ge>ioi<_1Lv1_xqqRe
zvT~P*NN#`N0ZEbh*9=Zb5RpgWxh?ODfd~SR2r>IsaK}U>-a4qZNc4%mWbx+D+l2^_
zKpkj{A{H-eYu6!0)BwxI*xNoi?C{blCQ8~vA$dx7EG!!JgCwib40N3Q+^Lm)XFC}!
z-|&B^zQT5&!bMJ~sHixf3}If~r>m??hSh^2C9(BSHrOO}b^GvT{a>I|fRwer@rOQ?
z1JACcy#Y!MX*e#%B?$k0)Ne|ZYWSVb-W#`p06PH>AO_s$!KMziGv}#OR-eL;3iv8o
zDEYLezI{7LlwUZ#h_re%)}0y8vPCyc9cIf(SAOvBm)tTpHNB9gfr$yh^&>=2(9rN{
ze!kN*DA3?>oZ|~myv%(`0zE|!RwO3Uxdv(;1-e;S6R+*Z?8Nb!(6YxTO<zvaz;;Dj
zr?<DLbM7yN0RTt%1oB5HR>z~GSxz{x!opD=Mi<0>MOw!+c~8lIJEwK1C@<vIXXhJ)
z2#zEivuC^XgMN*SobIkaVlAtFR`res&$a2F?dS~BEgn8rtSg=Bg!O;SS5gmz^zXcH
zj3_(a8>j|SqkBpW!+LkCkOoH_Cgju?InB$v+@RDaRqEwzREFFdgNfORO-Bg-oCbZ4
zk?!3~KY1^}$@zp}%%#pXOK2QWT%$~1@87m3Ql+D*B2-iY05DOQ6>Ti_5atB1%&=W-
z*HoU4uDtJW8T-UbhL8&)rIkdXk6j0gvphsTMKv{+$)te$cy!6h$)Fi8NIY`evc%)n
z;S0BD9*sM;y$2K`5CLbw3=73Hf$vGmNz1B({)&TK0(ZdL{D*HM_$UDQ0R|8#I(k0}
zF83*iUf}T&zSmSh0q)*qBQ^uF55np$Bvt7Z74CL7AX65i`GJs62ofD<^?;SEAjLpr
zOe{X@Lk3{vN1+2h#G#VlXCZAxE%^@>YlPIpRbzg&!5uP`B0g+GAT+_OL=nS4kmqm^
zWC*Ny0-pdAu0{8CB?%^I?!g39Hc+g8MVV%@ojMgvoRxq+a0~J-PL#BC*c$s8AXZ{_
z`*#<eot5R%Emauyp)uEsoDxDs(`I!~l#L)35EE`3ot$Rj_%n;Bi;-cCAR_q!|NYN3
z$x({z^<)eEs`bg3f~dVg8-+a88uPqPSr5wUx^FxH?xx`4L#gkD%|b9SQC_L4sO$%I
zmnf-Va)1#F0?Ff#FX}`nrfs8?N3}@c6*IW=4-iWe#sMGh)e~ksz%~+#iztjfnJNcz
zAw2@lK^RlusFog>o^B#eq}a`cV@S&taF;{-@zmx0ar%_3&nW}BA<94^QO)VG7y>p`
zYHYDU8x8t`B0xuiwualn*gh*5<b5#vA&C4v$y;G>BAZWiWvUgrP$mBc$%tRbCZLs~
zB8XuC4(LRx{F*AOSS_GPjE=4c1&4+BD&$q2w;Y&oNa(|za%gp#SHM2FQdLi*WdgHp
zOJh+W5v&ndvFDAyP1h=N6hI^<fa=6zSx-UTD%JFM8<bcWW>*0oFFbgLe0ehmh%1K&
z*SM-~cre{@Y*acSq&*lu*3gl0lkk7S+9IftRerQsUxU`_82#vT6M+pm5*ZQo5pSwN
z3{B50@CEhR3R5`s?%g}xt^6X-`#G+zAtXG!lh+Pd8mFLO2+jp!$OXi1e2VE)=V?SR
zyaYQI=osOSfo&pyHyn22Mg<Tt%(Pz3n?BEK{R>QsN)j35EtuV8v^>>^cJP(!*9q+@
zdiI3#8QPV%$@LuYTruhzb3Q<0gy4`!Pq8bDr&q3N-jYKj$(aA@`Ty)ZYZ;`x4bVX=
zsi+X(43d%s-#+xjBeBVm{OI!?u{_~-Q(vD0yB%5fN3<Mu1)?P!EVAOBJbR|x5m`xs
ztd4TX1N2#Z6S2ooDH+_mhr_=T22QI?DB2Qv9QEaTaX#bKAz4gXhDB}#^o<aX5~3v3
zi3+l^UYv%Mw8(Ll{FTwi0chzs9Uy^QK;;W3PdIaM2@Ah~oMnL-pU7cD#iC@5vK-h6
zT0qW0*n~i9G0m2Xl{GGQ1}Nqb#Jp{%l@$G{@tHcpb`VfKe=Y-`cQmVtMb_c)hvSL#
z;K8ZGg&?jYV@5k3>LDr^D0zCvvQ?>4%R%=IZ|^tod%y$>kX=`OZs2_*W!vy_t$T4C
zk!EOM;MCuV=fQO82xHbQiPzJSB#$54mvSj4;lqazRBHGP@LG^6E&Ikidq(7f=s^-G
zF4+Cpb155rI18Vgf2_l&z!e(b`lqYpp#+XmSsX>36X<ymFegNWFsnzvH(GZApaJN6
zqw-yPI{Id0s2FhFtfx+8#|D$^*>jux@fk|Wr}79KKJ(4!>+y0utV%-Ciq-#d-}gH%
zJzq!WZ1*Mk`6*{*FG<3wyjo|#->cFXt#~i5=ZKa7p5t2ofM~xF$gG?>n*HHJ1>OMV
z@x6O@VpRc1@v6+b;5!Rji{M~72i!F#O|l70VgH@Sk6!Qp_m^-D`0=quT7+dzNjY>7
zF@yN2X2Kg$#E-uOw%PyR2UU`)!|0@Vx!*4<i~qlbN}{z39*StUawxu^Ti#_mB_%Bx
z5f30KMy~Xttn8eLi3u@O3s^{Eu`qE3ZHLdD*V_e3Sao^%W9$j2xFovk@!FP=IPCSI
zDC_P%0>~1Wn*YV5Ba<VzG#BF1=(YpCA$*_-Mi5dWT>K11IA9?O{O9|_|NGBn(=>=^
z8ptSC0lb}P5ex-M8?MZa{P*jh5Dy@+mI$Gk8iS!E^pi>W242qGH(r(8l<4g$DAXA9
zUm%`d(hmH|He5MzR$!KH3_6QgEf)|*i3SbwFaS7e|9j4rq<75CRiP*+gr_7VBuGhM
zV5x;cm1>fUZU6gwlllL9)^8;L-(SdoU;qEjo84r&R4vO)A09ok4L?e9mt-@~-|_fA
DFydCf

diff --git a/_images/4c690f5df0f7c7015382e27014f3808a1c80d41cb7d6d16c13e5ff63c0981d85.png b/_images/4c690f5df0f7c7015382e27014f3808a1c80d41cb7d6d16c13e5ff63c0981d85.png
deleted file mode 100644
index 901905e540949ccdafccd90c69fa55d553dbfc06..0000000000000000000000000000000000000000
GIT binary patch
literal 0
HcmV?d00001

literal 92370
zcmbrmcRZKv|2J-vEs~Y2BoUI4?42m1<SN-2nW2&`JA^cpN{H$zp|Y~cD3w)FB(um4
z5vBWiT-WD!fA0J7`2BwWd_DSpzE^|yd7j5{yk5`sI^#|E8?Z3)F;Y-au<SL|HK(AU
zETy2Jwq&5gpM<d2kK+IB_SduWxA1oMKV$EEoWjK3-^at--^0y8==5=4KR0hL`5n7=
z?35C6_4oJjQ<0JJ{NMjzhqtebjPQQy5BMSLd<_5cqo823C;vxzPvfo|1tkT=UR|w&
z0XHUZp0zr7e6_j8h1;3uM@Y}oCR#l$4!y+3yIQ~HKka<{TYCGvbSroM!&gSFosUO7
z<xS?7^2&3!ohuV+8G0$XsyIn4-!M7<Ypr&7MEGOoSK(j%j#<CF=69>S&HhVp+i%q+
zZ4PY)o`1fY*rgo#YybJObLBbdXooKzKiQ!s@<*~??4Bn@;LHA1T^v6(z8caaIh5$|
z6(dJ4>cvdH99i}I{{2w`iDh!K_)6T3AH<_@Cok_@wgmq7`a*i%tJkNinU!SlFA^DQ
z{;chhIA1^gsUoP7o0oUp`RtU77dwX)WMpKXH#R0k#qUa1`@th|K07QxRq))obA>0~
zNlI{?=P1st`L)n>;FHIf`JW7ojP;$l`^;=@y;GKy17?N#&wkw$nb=q>+lPyn6?xv=
zOii)>mg)!3prD{VJB~f0VU3NnxV!&UQ2yV4Gafp0XrV~n`Bk{}j^;#O`It{Og2}P@
zM@t<h-skre+EWJy2NycO=2M+}&e^cmuQOP+)Zg$v|7ek0mpHC)aH625>Fs@sj*bqw
zks>xh)wnaCL%Jy}cgiwr2;gb@_zisdLT79HS#apety`?x4AZz{!GiIy?gajXMykxV
z%^X3y1y}{oj&Q6jeZ3XLdh+DS<*Cxoh4u|}Wo2cFahs?|FYKAFy|Xusg5rSsPcZ=j
z0rGdhetylgD)Y%o&3Clp+0E0IWdA%aIoZI=YsZN1?y4zV5d#}r^QJR>5%Ml?H1Bqu
z3QEeBFwRh9(VUsk!yoDD>e77w{yil<ogqS#;>?*d!N2C3)%t6mJ>#4I+7=rfO?%_!
z&AIQbGCKDU{%AdYKAU~>W;SgGqka1-s(!pXY%8p)DxfOJ=H=xTu=ew-Fn2=5l!di*
z;_7q-n|2m^u=-{}K|!lRJIaqAKR%mU!b1{KQQ`aY<x62{Y4bT+CeuTQ-pTL>Ilh1R
z7e)Bv$B!qbOWnJ7tb}aZv}vwIH2HR3UQFokqGrK{FRwEwZ}%>2rH;H`AIIMi$AQZz
zK9ZD}$Q;;v-{LO&#*MLMWy(*BiwCg-KG`s>TNe=-*>I}a)6=sNkMTlFi{V4t8bM)U
z;ee^)?%8hJu#VN1QQtn_R%zwnW!Wn`j-6Nf9L%|O|Bc%78@8`_hMhgTo1*s3n+yFv
z-t3tfz*COR$l!lpV4F;C?Q`%vi&w>z;=Ok#D8h|$>nA@vIr-%kZ{=(~Q%~ht`CFkY
zZkMiHIn7zeroK#(uu(?e&Q3_tqbK}$>lNYMyLqw8#)Pl@&b@PohT>5WOW4ZzR@K>B
zYP%;NtSU}R-wOP;4U4cD>v;F`(lwV`b@`?Jj1&w0Q`m0w$2qAR;xu`9^y6Bu%5YLR
zy}qsx#jgGKghEkap^(O(U-H6Hco-WWpPhHsW)Pm5nu>buoObtC;CXfREnA`~gtl$l
zwonokMMD+-3#+=Im}|Z_N?W*mrh0YEGc#;$H>GCipWkN!GmOPWDJdz{nt~TP4C1j3
z+&nzQl9G}}US8fl(se*%3zuGMTpUAo*EoZ4)UI8-*yZKreS1AiIr1&{ZLYzYz|Ws;
zV8f;P`uVM+c<kQ&NWH)W57qw3hmlA&^|6xQLyZYh4TB3kq0$;_%c7K;7X;Oe`1twv
z9y+w)Ly;r>Ngp2}Y?M3Co;~Y!zh{0w?#UDR__#PB-|`!R-hbA9(@^|Xd}2e@6qaV|
zE9pr4r?mlI%%b|Pt`ayJW5rLgeRagsIyzEtlKf5g1_r7;JtAGze_BmSTDl@X`P#K>
z!s6n2y$geNk@SP#zMT*IJz=|`7@-+{H#78Ex7_iayf<##7#JCe3J<5K{Qh!#x}qoF
z+OPQofhyBu9XY1=4_cLY@LD|#t2R2Iw#fA`KmX)FEhR;GQW6Wr!0cc{2;FJ2i0$M4
z0Rs{A?Qh@e{$YsLrlF(z!MFD#|K7cOeSCe--Mzb&Tgr-J-@bj5{Z;(a)6-ScnU^m|
z$HdU7F7^3+dN2R=&CP_A6!sMXEI7Zh=DLPBEi<m6p`ny3SLkl;k45pS`|yDm3q_&Q
z=-HKLLZO*p9rpZnLqksUO7hK{n|4^2Y5uV>Gm8ih4;NgerKev~5zlOEt`1qH@PG6!
z1Xt+l>Ka~NezsIDh`-_0E9TJ9(1nTW>T0X%;N4`$diIvsuPlt0O+2cY#er<EKWuHy
ztj$10O&wGm+dA4mt3pwWv&q55g<?vLjYmUIe}=Q)eSAWILP$*PjzJ0=b%SdJhf)m3
z7Ik&O)gMz0jR_ma7Zug8ECGw}4x3q6M5b*$Q2+Wh3qD&(AnmpD(zBcFJ6-pD@KC&X
z@#5HLm$q9;cm}HTujG3w&dh{2AFT;h6AYS^BeidNb*5%+C_%<y>SM98-xp?8Rn^;F
z<C<n%Ybz54Hf_zFosVs2I5|0W4EF7m?RzELb&*-rs5`h6Pp%_1g@S$4CKi<Ww{H(R
zIXU?UdEN^M3d*^2=T7Xv25#;j69I=0AFjkX=_&Qz{N~1Po#YR_Jd&3gj~_q2FcH|4
z#2;JQAIRk9=B9jdh~~tJ6NSfHxhcYHYBU&xXBQXs%+1Y{Gq+jfF@LM{*0ue5`}6xn
zf%GxMm<}4WNzs=m<+Weui#&T3-@bk8Ki`MOCcghh-0KV_?At|mqsKL`uF2CE7Z)$r
z{8`lqJZfM-U;X<>Z)oydJ(G;45c@z*vN~0JdG&E;=NOsl<?IaCwWXRrdPk4)e|dA0
z>9)Mtv78Qne)qnzlXgW`{*v`*SWJo;N$5+Zu@s!z?R|Z!g`Cq{)5J~A;b@h3eCU*x
z9xA9=(+&+)4`HRSv$v<Dh`i9}WXH2N-ED6SM<cceR;nqUb8GGJ9G={#sYTRWQdTwp
zyzgCUwK$*_ZIYpAKR49a^5#v<g9qD7ygo5TXtvMDk#6PmVtp_cyrr$p0Eg7_k##&S
zWn<~*&^^=7CU$Ufa}PZzsIDJ*kv1-L)v@`4{di|?*`KvlvbB=*BhiV^y>=e1UY(|H
zA1|-MUs#p<Zh6_-Di^jEZ1vY)Sq~pFV|O&6HYFXlIooL0t;2S;wei`h3G%^WVq$iK
z_0jhV3YxKOgTup-S8YSD^&kFI8aUUuQ7-6*N8tw#DXYTT0Yy1k9vV^o6Fd9vJhU#q
zNFjuMs%En~oUFk>;c)!8-Y!0q((V-_TC~*}xi?q>qspqP3eN}k?g^dwbZR391I_b}
zj?~J9&V3{8SvnzkR15lh_pT#Vuft$-ZmH+Tr}0ryQS3Xe?z6VGZmIe6+q?7QN23~>
zBS(w`!+xC{nwdGU9IRecTDmnpK7It1My=`3=Ra!(L&L+Q43jF4CN@H<UUYPH)yEuz
zOh%s{lOHCgyL%PHqEc?|IdgFxr#QP{vccrk)Qbi-4dc6PV;!!$Mxr;`2<_j$KPp>7
zTspk&P8I`i{oi{CfTNCFSO2j5zcB58jQ5!3{{z<C&A)wk;=*Q;m>yxDPH>|=&A|Lm
zt5UB`M~)s%@?@lLFrg%nQB>31d_CIG`$xyzJuG;5ych}W<e}{GP*ndls}uZl^y<Aw
zj}%LG16m3aXsI6;G+j<_W@ctp6<AzkVsFPYPw=VixrawfSxFcCK0p7@&rgp5HjUwM
zYD(lyR|`_au5%+F(6q~Vs~7(K3l>oO;6bi)k&*xY^XNJ9)6-85Hw_NPZf@FW8*Km2
zzn3C7mM3DVKZs4`=9?a8Alknqv>D_|IQ{{=%rQ~q8}Zfje<9xg@uU2Ip!5Id58Ac;
zxE&9TZ@IwY;-ag!cdV{R#6ihuU6Ju0VfPO*;#ZPB_09eCXci5zY&nk~uP5LU&(%tb
z8^5Har0m?>)@|RuedV+JpP7*n8h3YhQ?BEaT`qRAXUQUrQ3=zWI(4edca-sjySv%Z
zqX}rpUK%J%uI}#C360+lMLk>lTwhN`6%o$;cwoS8%wI)$_wI;n3H*oaF1{A0opHL^
z>e1#RshatgIzsHV@7@(RCj(4bA3HYq^((!%x3`b-tHT+CUt-3;Hu+eHa3`1@Jot9v
z0O}p8`M~sazlrjr4eJdI3<|BNGd>)C@Qz^nFR!jq@3`7KGt3~23(09*JW}-T&rvfo
zN{ZQ~B?D7a)8x%rrY!-X%u2L`V7M^|-@A8DbN_zU$4{Q5-n^OA*JlmbQv2e?{lk>_
zj@a_@pM^d0RwpN9_>$;0Y}inB{`B$VTOK}qC>#1KK-a*)ap-w`+=UDJhK3Bo<8uGf
z8F_YX)4%?Tf8x^CseL6aEwZFUF)B7z6bKhIAYIm;N?Tjo&c#J(NRhR)>=;|Q^@X7!
zhZ}p&Jj!V2)MnqXLC-dGY|Itk!q$UTl-)uo(z{DnuZk)tYyeI(G%?Zh^pqA65qb9M
zUUTwhHuX$z4+~13!+n7|58h=L7N&6TsTu%~vB&N<G&X*Yej(@8r>sB8qrZXNv?RV<
zh4<mdn3%9QI5^1qeKCG@V>c&CT47<KY{|6{hZ95Z`EkR$ckf<MP)8Rlv)-|O{d)2b
z#l*$&$>%us(4~<xl%}6=Is81HleEGgQ@ye0&odg|QoUCF;`+1nW38_2rS2UGH`lU;
zP``1+)8$=Q0SjVr`Ws%peA(m7%9wA-RD8tKLtcM_^^T1mioHF~ee5{O#;iqFi8X60
zOavMLirIU4T{t`c#lFAtEN&?(H#fJ)L||8rS>GeQd`nSzc~0{0`m2J>%+1eTlXn?<
zR54v&d3Jtabo96fr#FKzjYukkLs3spUZRnQr>BYf_bcS$Z-e0dS^fN{@XU<O4ds(m
zgM)+VO5TE`@nCI}uWc(V67uTy9eugs<CE!?(h8h&jtv`*UsS4n_Dm(N(Ls679&Fw8
zJ4t!?1dtPgn)36dv4xX7%`;JY>~^7|&4vA03hOEH<llc&CHnbu-Iejry}i9XUs#wN
z&HA39&Y#zbWgTqO`13r1ntot>Jl;U?EDf950z0^6qNiZ^oBJ)<*&_I?hPt}Co-c_;
z*E2FY+S|i#-xf-{nJvJd+`ybemunsmyiAQNltINrKitz7G*gB0*z`H<Pg3r_s~7&V
zui!0w@}!|YnyJXKne}aVx8u9N4=IPN>;iF?4O#IIo`0?6>gFc*chZUi5U<_AJ^J!1
z?k+DUE@Rg)?}=i+lbbtu|L(1GrV`J=hGem)tSbXJu+sw2EeElQJ>+?r6E%fuLE#F+
z{)7U+*wvk*T^_%iIRGgAbN;Ji_oHK`l9%<LBwsr(pqexIQ4S2;<LT3<15eu2b<qE(
z%fAZF2B`j8?6#HIv7@PCraA$)>6p<XtBvw8i2h~($iBn2IuUqdC`qY5JT{izCTL3G
z(xpp0y}B`SbZ8uOTd^UM)mJ3?K7A?*TJm~$q?l1bL80fV8)u&JwVjf;R(N8Pf#1oW
z>*?wBl>2SPZe-`?j_LKPU<vv$8DaTAp(MVc>5BAGyW_`clk|1G(~NQle9O~!`#G0}
zSXfv9ZyOmI`K<jq+jpw_n9u3cbeV0j$;oVj!LwQ@Ac?cQiGnz{vJ6JK>uY{}XTmW{
zxpaw?QK#d_g{7rgu)ZlT4l?kf0{K^DJlcKeNdA@n&?im)W?a#KJ#ijf`W$AUr$_7j
z=0-fa4F^Cl>5o|XB+u-+y*L5~CG{*VxvQpd_}CevTUuJewX<%Q-o10DwzZY%{rmT2
zqgRgFd3z_LzKd#TY$jx?udh!i?M32Az8tE&Ba#g%SnRqylZ-;}GG%3DJ0L5o%7D3h
zCf}x*v>7fLZQ)|1{hjj%c+q<4t`h5J^}eYyiWw}dv0Y!;lAEdVE3@q`gqK?{^#5jw
z0ze&3JD?t6C|18bH#}Dm_M0h|byNMGnaW7L1nxnI0(zjkRev5GtC;=K>zz|sDFC^M
z+!SiIPR&}6WAfnF%&_Snf+(C#Svs-$lQ&jGl$CiNJ$i(a*LZ201%-d0E5M=Bg-v^6
zAX2moTAw%}xt^2r<hQrm2*(HLzsqF3y0Ri7C)Z(hS56Yx!rqkZ!iE@@<u4iDvd3R?
zdGwaBfM?|dzBJ1<*OI)f4K|ph4_+tjr0H@h#+|mQukY8h`a5kMITDOO_01PH=>Uc(
z3$RXoa4Y^e!Fb2~zV6YZN0scSP9$pzh3DpO`Rxc$j4J#+EEzb<;pg|!p2x?T92_0z
zuwNZPK_sN4baiy7)qgKoB=Re<l6xRP_re8MDeE$Jkl@CfXZqu(dP^PGe*J8D@j?so
zi`q01C^m=vN?p6zJj^@15V%E7jsx{S;P+xTC7#4~%ZK5X5A=+T7_mv#p^HHEP+eOd
z#%^eL-PKbSq_nnJ5O(d?=eGy#zW4Fa>7G0(r~Y$<)8o^#4Fq13D@af0am-K<f=&P>
zMu<D1qrZQD!Zo8@s^sRJ3WqZr*6Exzih1eRHSP~)`?TkU(_^n}sjIDZ&QHeY3m-o|
z2U<(Y>522oii+HX1z<Z-_}{t;25S>ANW1dI79?|VqI(!i6N`V0isrMj;I<;JftAqJ
z)3a~AB2A&9ri5az7W89b<rZT!6=)P_lETa4<+atBB99L{QD~vb^z`=Tl$3BABnvj;
zSo-{0J}I#0G;?X6FB94s>U=a2YVf$^z_~d%IU{k12<6aE*s1tKVUjKJYg4<-o11%L
zQ5P6+#Ot6o#7$0mL`6sQ_CDm#wtN7U%1w?lp)uu!6IxYaadC8Uu>#1xD+iBs{5vV`
z1ny7$?I(&qJ>M^qdK*HR`F$=(TqPwX3&}}IuL~CoDg?1zK79B<7)Vu8ql56aZR^Iz
z#}^cVWr9&5119oI+1c5{{l2~t2I<{?_|fyeazC()NkQ!^*RM0WxVZFu_+SswE8x%X
zB@=P`Ae;<bjdIWrDYOy7c(!icN;u1li(5=3xNs_>Gcz|IdpU`Fsr^3MdUCQy4usVX
z4|N$TOX`&?F+i-mKNF2P(NZ6^q6^I86b!YbiUxq=o0*#0?Yt}=2n{d0yqwp>#KiT)
ziE}`T<>kAliUR@z>zkUIoH7+zXfs~N;920oR(N&?<p&lO+`kVvNsE$~lOrmyY181q
z00k3Mf_>&1=<Yeo2UCL~P$zHWt9k9sn>V=DW$^Bfw{N4iW(Kc^0tl#a@4<tdr3x_D
zlQUII_1)bYw`|!GFr1|116fi?P3@D|dkJbPs)515h)b8ao|cq|2n$nE5ViEcfde<x
zL-=qK(iPk-ONT)seek@7v0IvBH;2Z7<_v)DO%+wQw68-qs4~YMJoLbll+<QIMjt=k
znP&WS+T;~(XmD&SuD#t9n=9jOU_#NLZ~4=>anK@HPftBRKl#7^{@Z7;o;Lm3wT{)@
zDk|3x{?>yO)NK>Q0%|Q%y|&^`dI*-?<;{&cRH#C`I;z0Wc<A=OmgflKM1k@uALSN3
zvc?ADMxdL!`*xd<#Y2IsP?L$^D2!h92NZo(wI57+ZEel?>BuP*t}K2m$nroW8<7uw
zP1ydaA8ow~WbESc#FasqJ)x03UKhUr?(a5AiHXr%xNt!hYFo**97aek*eK|il*<N_
z*RNlPoEi<?E3)mYjs%ys1Xn$9gpgng)((jO+r&hLXF)+htf|E0B2Sj7;fy!17CtMd
zx>``<_W~!>79Z@~A#g@rbm)*o>^ZFYNuZ*%^`$7;f+vcv|LCIt0j1n`bw{*OZg!6F
z(#+@NO?yt0_7DA?N;qmdy+gq@CTkC%1jU%K*zd_FZL=@7X4*kTA_9$wsA!TWclevd
zoTeuIBkc<oe?h%MTXj~Ir|!z=QBYFS5nC^;q_puwG2f0II~LmP3Tm!h<IT>=Nxg9+
z5y*mij9Fsu{{2nRd4trPzrDS0h~GRu-a6(<#9OtczQ{BEXX)MFKdg&d$2r@s!#4Qo
z%;#v-slOjQ=;-V7FyAl<JxKU!E64ivou2w)xS93wQTur*!U2gHXsCXD)%c?Y4H9w;
zRIa(-OP?J(vh|u&XwzajN;3rVEfZ#H{s=y>%s+?6^8<GeIhUtb3R3Xfcki+uJz|AQ
zIxrW2;taYF0}(piEkd4ez(@IMO44QxK?u@NAq?EywxLGR@7c4b?Af#WPoF|+Bep@%
zZ3Z7bzc)=B(j*;GW1V*LUXl8XiURFgj$oYAQ%5Lj_sLX2LZBhS3o1+_nq&$@L+_g3
z+&FM>D<aXiz+C|Le7cXF$to;l$0G*&EvYMbZ8tYJH?D9NxU{1Aw1$R8@aj~l=<$!~
z5xBQ>(pUccnkQ%hl~)$RO3tGPpmD%Cqz(dEb8~b1oH;}E8!#hd=ht7IW3nYwUhYKq
z{+EK@yMJHH#zqiF6$hG9NvSkc@0L0?x2uQ8^S=*05LzD(-V+TN+|h50`d><a4HA;a
z=ju(~Rg2vH0mCd%NFCa4srg^v&v>nmWgt%p@((yYr-vf{M0bHp-UIKQ>8hm}DS3I~
zkZ9KTmUuR}7gWV;*lx+Qg-c+}TE`t{`qU`}l&D(gCxg?|tOpLX38scRMilk6ne4cl
zlb1*L?%lf-LoqDU?CflKLPA1^s;4$XiTCFV(2i&!un-9O>-TRHb%WNo_Gqfc;4cXf
z$yvQC=jfotoE-1ml0%yy!Nqv+;6cJJ0RN!hrmLRaiF@Z^^StDM!v*L`Lql`Bs%jHH
zuPk6r1Y$U-2j%9?nH*tuSrUwF8oy)-Pa<0uLR>uzk_$wL7Ck}V(9#gsYoe{MPj@S5
zdN*1l(d*0R-|R8yqtj*}huy}8HPsM$D?M6UU1MXT*!N@}=2+D4`uciyKECr;u5jbx
z1_07Xj{{}}EYx4{_VV;hV&PXDfI8hwU^f;3RS^YaC!2*Mm-7+dMA6Geb137(D6+NW
zituC;mv@~zl1~-{0Q$E1ee_}4&6_t{Sy?6C+mu&pb?Ztc2dX1XGzl4*Sfku?rKL*2
zAt46AM%Fv74x?q^0I)OA%>MY{EaFAaATRyG?x4Aa#oY36azjG{^~N36nwpxman&`(
z;yTdFP>!KX#G|ipggLm#Zd!<M1~5j~(#F9dM#0@vxaQ=zO<a0)&>n8xx`n^{r*4jq
zuY*$1l)$eeJETaL`of8zs5!`YL!@^y$yCZ_Gp)cD0qM{Oxdwyd*tikru!18fjIN99
z=Hy2?In>yjh6fH1By-H=q?m3@!(eT5GyUn)r-_Py%0AqfB+PS?-%&s#R3KSnO&O2Y
zXS%PPWAXiwBS%c(fI-6#ID3}#c%{*|qB?&d3_>!5Fu@M*3<3m;pPwK0I&^POUEMcL
zO?3A5_8@WkI6P22cx1eoYvX!(w8YcwM_*oEh8Cs&_NZvo?V=(M5E(QDA}~8S-Ffk*
zK|Wm^j2e}mv>}{(!kK>k3MN0itIMxPqcw4((hs}mp3EtbC}^3uYa1JB%gf6@J>zEE
ziq6y0+8Svr9*JTG>XNSeSB!Aopw9q=87%L?!-sRq%6K3&GO)77T)o;|7-Z2Mc(T90
zU$lg~#m<W7WX1Vvh2I~G-N(h_DGFWM1pEBj)Nrr}{e)XpacGk*%)isqeep2&yz=b;
z3kzL4L>>aO^>~O!*}<~-XMG4*Deku6PqkwKLd4aBDGJHTvSZN)eA1KGM-D>6p8fuv
zI3_sODVdqc7cZ`liiu%$Uk=4R<2X=ItdFMw5dl<vT_~2lM@6Oc_s3`EmX<MJzBrdv
zRGfJb`vDC6)WrM2fx1YtOZVR;cYP~hXdMjEq<)#5J0BkvoBn^LEspJea(d}|%r`=t
z#eK!P+&Y_QKmm1Pi@3@4C=d^?Ap-1xSm13B!LX!m|2g>Z-o3Go<QFNxG($LS24HdE
zR*B2Y%l1JsYCEqn|NQwAjeT}*PRrka*YJHg=Iva19ix>HwNHX?a&6owDkb&sXs@6S
zQJLD??fm^Em{q)N8EAq>zHa;>>BFU`CAPi}5>{_y4kUc_l`&CtlkBHYxd>H<)}DIp
zTKw#+55-u?pYg7{MLvVt506!Fqu6XEr4G$hbnDjG9e*iW+CR@{0#_m`A2iqm?C7%Q
z3E&tUPmQt9^YimrrV_KA`(#dWmclCmZ#TZFa>{B_6%8E*RydJMfp8o8?X9v*Z{NGe
z009k!wHE6v#Lf`2sK(3ltlpt$?9E$XKf+)mBdN7@bnG1+9aEObsWynEs`2pEavhje
ze>%GHL1BQK8kRJ0gA#bO#ATy6U6Fu*fc9ROSLqSxj#|(XAG{lyu9#^8!-@sC2g6w8
zaT#t(Dg(|Ozjczd|5Q-}LU=tsJU-s@rj5%Ew}=k1IdoZAFmOz`a(O7>llno;yJh)!
zBv3egPMsnY3$<O&{k;^CNESi~^i(<ZcU`2Uzse>;>MG&>63h;^^4R`ZB-}j-X=y!s
zdtu<D)RYui@d>q^iGrYz5R{3_067O*N*#!LR#p~Wh8_dUu7>AxO)PQQ5{zgU_~z&*
zPy7nL=Dj;n<o9)di_>HE&3C%Gx{88-e)sBihVuos#2ouUoVH78gpX(@gi9@cd#7fT
z0YCE9t5+%5cDK89_8A&#ViS?JU};HrTVBBSvunF4(OY0&KSwu5oZ=ijkF!?M`KTfH
z@87@o@S(1UhZM*wuf3xzFW?TG5rZYYef#(8pFMlFz|%>8JL(;Z_PzZ4sekNRJfg;@
zZe6p0bVEb|(9R-)DuNVmJ#AAB-{#v2P=F0+imhj<_}vu4QEEd-f9Tpzmyxeu&-CtK
zXOKPn-RVf*h0PilAl;p77!=yEgB6!Tp5gK1xmu0VGBU{*bYFoN8yhFqHC1zi>^^)b
z<>c&Kk4Fe4VAt|TI_k)*!lzHkwP$B%lT!Qi=`I{GzFw(F^wtQV0+7hSqdq>e$a=(s
zC~~x^&NHJBQzN~=&8_H=+L=SC-xo+!)Bkt^ABKw|*TMH2K&MJ+9Zgq0DH8sM^%)Ui
z_wJ3*6w>tYc&O#^p(actZ~x8nv4VjNVZY|+!H8LQP8S0qS(p3LLO-C^GXquOrlO)s
z&%4bm&ZcKZ9vM!-z|hb+SdN3ge$InmHz|6yz_O}C)rVTOpcumY1k{8$?Qw~TWU=52
z291oai`IsAcc$0U)|M^HR9WN)Kj)V>@8~y&EN~D7c41+`s~1q#437Ycf~dOsE!L_`
zIY&D3d~r$xS9~SdwF|vIsSxeqbI8)Beh7v3oY${hx#DG!0*P9GVg{ax6}SO}>Srd0
zEDs$@TDfn86bNDBPLFMDyP*e2UaqQEJoW9M*w(FQdQXqEq}nr`mfw;deo>uA$xA>m
zblIM8-cKdXjg1k_!-K6dHP17=tM_^*$H!|y3xQ|eW}{XeA#}BMZY1phWOPo$eft^!
z&SQ4j*t!-U;o{=D4f9S*ODpkildL$D=~@shQ#cJw8+Y6;DLH-c@N0BWA0HphkPtOR
z&yP{fo5KWt{P;nt6=^NFR{>=o3J`{USEM2!6Ouys{{xfXx40<$k{voto`>3GU-^?>
zMfJ>N7`5#ao`E<AkPgqGqzmVlzJsC!p$2rT0ZMj|6dnKh_wOx7Mn=LL2JNtYj0+hW
z(i>o1gOio{3{nxj3bk-CE_^!a*U(_*8-cN)vhwn*++5oH{Coo9zkT}#V-<Eh1u?ad
z0jNh6PR-2x{MsTZA)x{5I`{sl_aO96O^9gl_2j?!^-<(yX6#MP$Vk}j_r(rA^zyd{
z1u?mgZbB47=>eYL^?uFJ_v&|FVtjwXlP6DfU{b)W30e@5&lU5sh=s4x?oF<Zm}cJ9
zKgGdI-`TI5_XbWzQV2fKaK2pML0l<N1m#8<o98&5VBqf^rQhJ({rnm2|1-Z%<g$_3
zp+mG=x89x5=UX}ynouVzJLF9D3v}G-vC}%jk)>=Zdj^I%wS7PtVd#pWgG2gDEN$}X
zsvDk@b?X#+7JA2e2Yqt$#E)ZW=R4yD;18kEHFR`vpdK2p3W(PB4JN*Vx-|Qo^MD;x
z<OUHBU~ABBEu=^A=P~e@^m}+>lAuF20FxnOR8&;d^6FLP^jgK~DQ(<4nlv%zBk9?G
zl+QqKW;&le3xSU9g+7#**`LAe+CrC&vN~L`0lk4>kyD_-^7yAZ#-v7<xALyjX6O%H
z^?Ybk#b<CqfcJ{zC%`1s0m|5hI#?{%ym~}wglTY5pgiybAlv})fSwyTI*NwB@frmV
zfn-GfrgapG2&5$alF(UfG)}_szP)>p3Lu6+(yLo){46XiRnrAB-&S$ALSVgM@69L@
zK?grjgnz0y)72Fp6P_&rS_)-?Xqfj8@~IvVZ~H0=#)VIi*tU)LU081i1E;A2%`QHc
zwcj&g!$_ZyOcNR`i;B814bU4oDfJBv=tvF52|N@b>Z#gUV?X?+O5FV}VD%-=Q|XyK
zy;?iyqscJ-Bc~bi1O%^O^~|;LsWTSt@?8A<2`|#NI+B2iO2L0Lzi2PdI}56ycDVl@
z6visgmzTE1oj?E0@@**y7S@DZ1fmEDNIlu32}hR9f3#yjXbWnnkFr2IEWluAot%!_
zh(W2`WCcfc6iJC&Ct*JpVSfKP35TJub=^I%w0+lEArLJm7Z;r@Q=%i#JxC9g&-zEm
z>v;d3uE>fxUY9CbTkCKoh_~AFCS=WGm&f#`KK>KLgVdkjYqDR)NAmLDhX>#G-u|r5
zfTg5_s0BkEHQe6aor#~HKSylf!9huU%9++Vry?suBcpF-3|a@m&aZs)SCKmMl%b${
zMe<W;W4lkeH3=MmC19DUB5H55u?n!#W1~xK->!oL3F4h@X(mb`>LnVdomCsM^eGlv
z2XFvyWrH`k!_J*MNv^1;$0{x8v69|F$qmvDD`60(U%h?}NJI_I8F+PxU0Nq+X>wu4
zPwmkLEf~1~#@Da&8RnYL22^@ExZtAIGc_Le2U%EfK0V@Dpclx*$QY=Wr=b_pjhq;w
zjj$6sX7$fRG&&HDg#C)kMWTw%q_LxP^8UShw`skU%|m$BBFa~j*s+%pIbwr4>@(8B
z5gBw4R8Bc;O%=NcT2!;K&X05YIa;{-=MHkeyE-~3!C#IrsH&;q>A80*37*e(oiY2o
z<w&xAPL|#gDQ+U+LRaZOEE9-QEgo`#A_cB%62Fqj)~znO>TN5rB#eTsfbJQo&SlC)
z3-R=zr6p`lc2ptpKT15W!QiOS%U@+Eu|Y15W!tRi8p<n719U=In6WW4vWYB;Kddyf
zOaVH8g|o2hG7b+<O|kIvXULt39Q08}+ZcOaTk>E4jx|wd@C*p5VT|@Uc{1Yi<##Dw
zLnz*e-cd_-2IXW|LqyWl(a|Yw4+i1?12JeB{mab8M%^{2fc|Q0G$21j8AQows3Phr
zPo2*uiuB)qOX?5A@ap%)@J4G#fK(Gnucz#!D6(cOiX|Y<r%x;5+nise+qV}PY>#4p
zT3Xt54(5&i=jY(R_HJ%xyUrF@t-A$Cg(jyf!okSIRQGirUK>@GDFZ!yEam4{uV1}F
z>LzJq#OYP0#%9g0fq(h>?nH9&<AmHwcJ;AHooC#O$DX=!K*xKwNgkONvT4y0c~e5D
zqhC8Wbaq~}iG5O7cst<^+Xh_t<RtTDqeg~4+4{I%+3bUoC)?DPG$k(&A#_5TnXj*}
z?8%|$!W!$0a?PPOBXUG~o}&nrdm-BPE+wU|b9qn#@MCOkZ2|mbl`hyoPzT440sBWa
z0vd(jgLP*?0s*D><AaGA7k9WO0f0Jk=myW9KOdNH(}*<|&xv-0h7WD28Dx^Ouk7AT
z@i}Jyz(Y{9up8(q`TpEKF#A5|z=Y|8cd|-KN-ZiS5E;zxM}ZJ}czBo|JQy`FFhEIv
zji4x^%i9Ew=T3ZCgD1lTWlRyAii3wI4(yL*-?!BJb-3d!^ZPzPMOnqg8^ZqlR)R(>
z=lOBh4V6<TTBy4F`VygrAq@r!HkmiC3vafBSi!m?fMi`tRVd$q=M%HSP{<JL!!Ps{
z?gZiW@uX<oxFG<WO;duaGeRL`4$5veAU9DA4aG><gmsgOZoxWBOUu)%uQHC9**d<x
z@~U-vIE0(2y2Zl-Z*Hk2ph?pWHz(Ijhpt%H7rS>45fl$_K*COdABjJQUKro%l||I8
z5Tp*4=l~Y&6JMg_Wh2}GBQ{p#dQd?XR5MW#5h`_c^%#X<E?glZGZEjuoj^muUlWD6
zsmb|Z+%MPdH~Mg<Qw^i=O<36mXax8s=(2(vx+|1cUUs|$C<no)Uh8DlifCBvvpx8*
zuEy3?4;x$DI6WM308}Q(l6~!aE*a$#0A0QEZF?nhTBIj*`AvB57}SK4=7m&hz<BP}
z6u=oE;>EEWuZQR8rs@tssX`(Y-<Vw|sgOtqrwW4YI6tv{5qPw7ci(fuyD*0qDP_o(
z%RhfY8p%SO1qsO<YSGHdN)XLN&pfSlj3Yw6eJ!I|<2e%hVB7+UKnbxq^MzQ-%^<0%
zmo7!YAo%mlacS#SpNI8v84-UWbxX2ygA3zbfMnlJWkxUx2-84PBi1y)=%b@<!BViy
zF2GShVXS-kl94=}GiNq$5Nxx0j_L|}2Z=-<XBQ?Fb|Vd<khsV?WWmn%@Q6XCYHMSI
zazm&Nl&*qqU(f{@fOWu?s|sFWzU!JL6U%s0h_+0;t<KI)FXiJswh^LH<gtK)=>-S>
zN-t2>X3)Zi0P{i1W(HD6sC{WRoHvm^q469NchIvSZJR;$0B-_MC)d!`mG;-X0F4wk
z6M8IhC}B5~(Aqj{$ay#?TLgCdK6koHWwK7ckNG*W6~v1Jq8^Azs0{QH^Feb)J_MRm
zx_XET5<@Yq!8th{u0)jR>@-KlXBkE;Jd=3;T_@4PIAE^>qY>>0N(72E1da&!4rWFX
zNzMzo&lnjQO)V_C@>OlIclh}DP-JuiGk|4}9N`1Hr^z+{Fq}1{UmoR%g34SA;4w#3
ze2`ZyZSDH-3sd_BP=28&fl<hXtSra{rGcjS?-dEza0(A3Pr6Ma64kD^m*2+5=0B3*
z#k91+iHU^TTFtyGLlnUCIuPP;A+@8v<8F;dy~=5UdM8U}E^gV!zJC2V_&)iEy?_4a
z8e&>tlE``Ys}jW>xr>?GO=Xq?FfxdYhd2gGpWInTp(t<_Zb&+}B^YsZW3d=doaJ9a
z<VEO?gng}~h`0yw@;uN#)<te{|LVHTHUr>%QtU^4?Y+I(wr_tRIJin=b|0VHrEI&d
z`baedcgASKq9Qu+Mw<Xiu-R8BO`S}Acrx%rnBh~AE8tZnQIX0@Rp=!+hqYMsxwlP1
zur1>f5_AAf5%Y&OK$Zr=<h6y*7592(U+<%z7sRI#=@7DOfT~T+l`Y0<SAE2ARO#Z6
z<ToMOZtvm}d#vI#??~(4?@o}MJ7fhSB0{j<Ii69g=>{5sI|FoJ=iy<{(5T7SF>Cj9
zw4C?+qgyHz#CLsdF|*yEm1l1ssKloeE<a+bO|@KI@4a|6BzxA&F&#_G`}*~3q<ahM
zqNebPfXswP11K?D{@vPx$^r#}*i_I1<KpAX?|V%$-|V^!#z0gXqIp`Eg(H@N&sw~;
zQ@#^7D6COac=TufTDHvn<6d5@#Ya9BoNGm=SK?B<E$?p&7XYvmttDqIRMs3ogQ5E8
z7k+}#5jR#aEOJ0#4ksuuDXDdo@8Q9#a;dGO<mlkUpw{@bN|(xZ_$lqinL;6e)TIes
zdZ)ZRc~r2G(hQf{x8|{7E5oj5MZEi2!!zq0vHCd?xw)e$H5Dsj-XZ71p~yc`{KTgJ
zc~e&l(4jpV<1(V2E-Bv+N3kO&#tMKB`AKrBW2}4NV{b2L1EPFNBTIbS7=(fRwb1@i
zCXtKa;N^Y6z)#H*+n|Mg?NzmC+0)ZAfGC#onQ4KyCy<cjXYXd@Z{Ma5{0FR)Vw6kw
zbNaEB)bi?TPE}Qvfvbkj3?2dnksi?#2SJ(|U|TZpbjHFWiz0XG+gri;@f@>(JLcPn
ztb&7&fDJ8@0M19|WEbLL(Scy3VvOXPaSVK1SVla(4?{aL3dge~&fmH+IW`t9tj!O>
ziWuV`KORAhgXL^x5v!=zZ(Z@UL89dW^3P(Hhu`TH9P`_#?dT6verBhiGTi7tiWFNk
z)Og&i_w}9j%sR~|x-gd+n3;8*oyFf|YIt|r^esl2Ky!hDKq36xj>-jL4T#v7#L(Vx
zl?@-pj1MC*SQ64lxZN&gZsBIYUE^!MI&DpFY4-#AU|!~FsUi}8;+gUGwE(3+HVDFL
zOI{Y)vV|7TUX$Vj`rjOiYJm}5CyK%E=s1)yOauou>*>?CBh$2b$aep>BO^l<XJkTG
zr<5Xfe=6+SH2_XWyrId-$(2)y+Ze46d%ynp@%r3*9_DlX2}}$On(%pW6KqM&%YJPu
z4Vt(S6m;+tEHL`1)})W0AJUfEhYnrVYT{3TdO?k%F$cMw6vl{(iq({6Vte6PKotWf
zQ@!nIvUdQO6V#rWe?{^q)LhV1@xewG{hkG+ovn@>A#75200i*YuV3w*o#!A72`4LY
z+drRD0qiCtDa+`Jo+%}hU<bUsybSBsja#yx65=^JfDMRF2ECO0_&ul~WIO_fS<<&g
z7QKIezLk~cj;s7mYN^e`b#VP537bmji_Zn`0{A+$+!nS*jmm`q8M_uox8frJn53q_
z7T4ixwW8X3we=+OBS1Dnii%h8ob;pmE6Y+BESZHp0->*>&p^PU%(vX*)C&rSTte-`
znnfx<mv50MRfCAV=y-Wer*wZ{5N>(>8o7oh*kCLd!*^f0&>yL#ar4{11Wf-ekG??F
z#={5`f@wO!%ctI7R?Ttw^5svGm;Ccp9a`EdwX?{60S}^Is0#Ud^UN&v>gir?0f9u4
z!-KI`Ws^)k6Db}Dr@LVq7eRB2e5HF$<<+LYH=<R~y|p+12Pah4F#9yJIdF(%9h;aV
z-<u0;i+J$&-$Vj}8BG-y7M7<%71@CXf<|3fQlbyXKy3Xw*m=y~ukF(JeDUz107^S^
z%Nj&|0kyzOYd7Ibb#|^t*TFxZwj3V?g26Z#2~sB@kj2?s>P_SXR1Wzs30vidPO}`z
z=f*%%6Fh#^F>b|U9Pzpml9JlM7KL0qoAv{42+7E>jgF3DxB4cZUSxL6_;21z+sR3+
z`q%e;fb9$Af09(Ah;6y&^rR-LB01S0Cs<DkkTB|!*O*JeoD<pCC|v;icZAytcPS`j
z<>*8ls40vNtDWuV+xN(I_GN;@E=9%q=4KbocR|Vm`wL#{qauNEUBFGQ9P#KY;~*g>
z5~ZN1y{_O+=&8rYr|XWEc*wnakuH%~cB}zv52pT-5p8yAaV#z^72UIkpHtkJ=l!#@
z4Z=PU1`*al%}a+k3g4R9NxH$+4#1HNxnS<$9GG}8rq_rVj6)Ta^nEHhmYs_$3d0Np
zwqf&UhWy|q17Fa2kDE58NlQ!1VFd}g2EoJq(%p|4-dwA-T$Z|R($mXp|C#n_@5Vpq
zNYK<G+P*p>ra(r!&^ky`4;mtj*>-s;gobbpXG@34j0;iv8$P6S8*A>}NX|C0bHsrS
z*A(LEw8A~W)0v&0mp5drOOka;iAO9DfQdoa(9qB>YD(M*$+v)S_wSNv2ed(ww}Ny}
zjKjcBH4kEmAFSa1-VX9Bv9_z)blB9Q?%WXr4k06a{E8l$WG2$OOxATzx%CdX0>WI3
z$Q3D`Fgi2dVPJaN-+y5{BNmFABt^hrqA)4K2bYv!LhRA-H}!4i_b;)QVMD1oW3<5<
z%#S&2r#NDohdWLb6NQirwi#!thZs6?X#2q60tvxx=4q+tcVvigcXido{ootf`T1L)
z=9RBAyMGX4B>ITt{T~^tD#5f{xB5N9V0nzWhg~-MC-$JIs0iU);9?b*9=RFVKsu;{
zh;7mxTBn<9&hp|yUHzyp6v&lB*%M@n5}}Udx#4C<=&K}44oTymp*JZ^n*!cn^Z)rc
zHT>F@%9qHzT!3^FjK`=W_#iu*3bY={&@XZHw#=u`n`hQs$;{M{GILep1V)Cy0+j*_
zh5wFX|A!A!QovY3niMA*NCEB>#7b4cwz1TE_(1?URqAsaxwsYrjl<NUey=V$B1AKW
zMhWP6L14E-q3T{3im20on$*aR;2tN>P+ZNr_<)`X;uR1xobDPGuZg1KVm<WzN7m)q
z-V-Wn+qf8m{5g;^nK|{^>mjCeRql!&&OZ{3fGFEpmB&aUT-|X@8;(YY%3Ich1WXh7
zw6YS2Io7)V{!p6yO~-KgsfI))HI=w+D&Z>J^=C|tLNJ+r$5kfo1lsf2n6Q%eLO6RN
zAd3CjE>2+@C}6?rHN7M+`meACK5gJhKM!ApKpEWcGU_H;3Y(CqsAKKBz?J$pZ&=r@
zTL<O#Iho+(<n(Kp$x=^#oi2TC;TR3}6oRP)kX}F{7igz0TQA|6=hFA@#O9X+XMi8!
z2w8E#9U^TV8aInu^<Lkugp5#?@5mwRqoe^PyY3>PIv6sE{m05`sP4Wy0Z()tKsy37
zd0&rgT+kLr7!o?nA0~e~d1#W6=vIAw0?>#)>Bcn=F9ue<JE6ded0w}!yv6kITcR{`
z%{$I*yV~kD=;7uD3oIPt765jaFK_s-lnC_2V>}CS82L&1h3B7b*@yy%qRzm;K+Fx`
z<Tw%qgHVyH<w36!xr;<fru%l2Y&uldiTSK|DeFG!L^nEU39)O6r$t~;a%Cxa^zva@
z@DMVj2CnhoZ~+|}8)Dv+WXLq8qGAu~J`;2_q7RX&L^7{h?)TM!aLt!5>q#B$ysI?S
zw=h(4a#$bLnD-9ji)f~eWS&bvz=NVS=1mgK{+tdh5w*(AN8K4yuVb{cpodXQI|K@M
zCB#D4A*NU7v2rDd#>veU(-sxgtxv3^V!&>W9oqy-b=&fRTiuhQqKLFKPRL*M3eu0*
zx(*<tg+4^-zrR=<%Z31Qm7qK@rPf)7m2K8K4bD%<idvWXP;NbNOBY2T+0f{+5$(<W
z-8wx+kC?;G7F72mIxL>{0x|7(!!w5wyvKEuG$Ys*CS{x9Sd7JvzkF%5^27}w9Co)O
zDk7<M|3|9GQN5XkLet9u@sc<Qd2qaWzgwZ%k023nCnv{oEQXf{Ix^Ve3-I!I%LiMc
z*t5;=8=^4nKKotF?7=(zl6GY%mKajmtEEM`*TiH?*xJvnyF-5|mqRkU|L~z04yx|m
zF5U&TLy{ZtL)cKp==d$}c5z%Y)<<-~5P*93sc&2#fDd>3jxdxX6@=N^JAbBsAICC9
zH4mp|hOWeqjE<&a5cPV`$B*k%4RslWoe)ABL0JCok_NsT!sb6yxM=)NaD$^-M=xRr
ztk-5pHOh5DU_?w!?Is3E(m-JzqaoA}&$S>E%6wY-k>1^|RQ%J67`aG*2+4_WX&oKG
z9=e06&t8|B?Cf*M7f{*hhSE@}LnI!1_vOcr(;{gvVuIHsFQ13_lmc~0IQiX%a_jw|
zlyTNOl*Y<pM)H32*_<8SKtl4QLZ&p0kB!x0i2w>bFLniX2l{Yua1iSsOaVa?{i&7L
zcCgRE&!LKuUy$>VVL)aGnrG)sF{_1kjg2Tf0||oO?%M9{;h_uN1FRpK7u-~$in_Rb
z<qsSO;t;~va1mYz0Cf)9#vtbI{M!u=vr$q&I4TTTJzcr@{%BPo1L`j=E$uRNAOuuN
zZVCe|yhQH}2w0Xqb}dX~8%9pa=tfzYGE_dDf5w&k=X=n#Q!;IP@_)Ve85$ewaUZy{
zHnR<-(ft0(%|Gw?5xxNtz4!Ou=ZcFL3$KjHD@bTFx2t(`T|{7!IBxjR1r~c*c5RY~
zCVrEo<VznqR%$d1?Di;#m{nD3;s<U8TQEQdiH1msU=oCpF-FYLr`Xu?ZCh~n@&oTK
za<kKBKtPztjPQhEdf+CY<AHfO8Y;DQ=)!zBpOAo}Gl+N=;A9SM$Rhpkzz0O<){SRB
zhhPmh6zjN6_Xg<H5VN4%T%S~^+@_|4R!YQ$nacS$DSvtZ0AcHNOYd`%EVPosFLrH2
z>6(L+4C8grLF+@8jA$Lj=TgJ=C@d=Co&VYoNg3dV4Ri?j1L_>n<6#6{m9dS1)dRr^
zAYC@Efaz*0t+3PE8#&krAU7kvKf^nzA4O+NfV5{JI>O4zn&W%gLALMGKSc_kO~&eV
z`0m1Q!Ozl1GT;ThBjT2K?%r)crMAd3)(Q+<iSy^=aYIUj45<M-0%GC8ICS3G>*Mb)
zprBMd*n|oUc0rU5ARWo=+fV+O{0mkN;yAUK(izccqt?r8;Kh3d5UMM;_DZ=T->|oP
zAv|mU0RZ;;{(eC?BB<Z8w=d_lnr!ugb02^}bD{U=YT=NG7w;4m@u~y5)(+ks3udVT
ztg*Mw3%oeJTNGXv(c6%kt92+EfCdHC=JT!t_ahrWe&oZEU|?a<L*c~VV`hy400c{N
zA->Z+&>pG891BIPCm}i*I_R{R2Z#WH2kk_fPG{xTvx<sg#9%T1771!fnZL`#OXXzO
z*LY@yIH#w^2H!I7P>pe`?(F<M5W|EdMSZ<C5ifBkM4vL1aH@PtS&zMfKq4C(8zK}W
zIfOU{o|rCNRB+Wq&!O98mObJ7ljB-P&$W(%2iHTHyhD2d{|#VuHqd;twK;S^C?IA(
zLpC!wu1-E8LocgKGtDSpDtAsUbfrRb7FP?=VIW#(*1Hoyp0Xz%Ug(cOBPB0uKzug_
zP)1vu3g#{y2CnscV&X8mj>PXtq>&*|)7{;FQyYNp*o`w!+cOGJ>Dg-Oi>F;%aIw`;
zyAK!F`cEe^P~9}Yi&{)Xy`tD3S`|@YW`f6;o%A;SMt>*NTrgooH$L8FNLGyKa@_^e
zQ;&cUKn@v*!VFjg<g1>%q}}k2!MDf=&%blw1ibi`_x0p`O5tAz1%<r4f+#32oFXMl
zRL!wHVJNqZei#0**Nh9vJ;2_TchPpc{JP?Lk>HL0{@s^Mkn8Xn;5Z-$fS4cMV~+ro
z3vI~3HIl2zbP<@kfOXi=kz-(X_;4)P2+~!Hc~*O56@eF1Q&Y(x96Th*J;?TXJe6Eg
z%GRjQGnm;x$@AEUS;^Vi8R<AviJ14>`mm`$#u2%fPdT3V!ldX+UWe;!6TkNW*r}ko
zJZf43s=tVo)T=vwk=WM+hZ8!t8f<ck<pTRTC^L}SBC{nDH*4Iw7PxCYGyx)903xH<
z`z(x^kz8S0TbtAShjbzyffDD5NCB{h)~4^VQd}T5UELmZ9WEQLO6S=ZoCygDiSQ>+
z=F?f8J=^wtil`N^cM;E5xN{Pl+uqrk4v2;NFXsTfu>=wt2OpoxfE!FrWt19BX+nwk
zSI+Dbqgirpe*c~uvJc|Kx>!^)%*D(5A!qcpp*)X$SA#<lrrHx*?#-o~VSX+DO@@kc
zGZaVa^~!KVkqc5?oqVE<o~xpwLR2Uc4T6UGZN3Z%5-Hni0aB{qC-nzTNWV&#qXu?|
zbS+o=AzjeXrVm$VSzwcdXk36{{}p5LhRfRz%fc{9TjX2Vuy)Ma8ktF@dveBFL>qxP
z2Y7(ABh+Mvh4WL)Y9|r(fTBi3b2MepLSYe+dI>E{9f(N|MLgeGY5RZnai~)^1hI}D
zejDKO7bn~^Ix#N<6W~PGBX&h*7fG0;tZez&S8FJ_Kz2hPTrwL=JbP2nYRJR|Cg4f2
z1%NVs>@i@<JAWpT#3YceK${#$X(DI?o77lQ>^l27gvUE9&ggL1IWj_Ev$%hdh>b`u
z>yL!+($VXg5hD*Ej?B`KdHnjQb)tM8#~JJ=&L5!ID9n+!`%o!_4vdcsA&?UVeG?8A
z`gcLlD@2$`slz-FH3fu|lix@7dh}QFehyug#y)9sa#%{gHO!IFNQPICY5yqv>4t$0
z`wKi#yePw|P`gERlan?>9ez*7e~|Qb#DGj<VUh?96(tE^LBqbG7Q_t-A9*BS@W+zE
z)52>iK}*w(c&EZFex|695Cy6ZVH}Twj4?+@EK$!4@cYiLF7mPuKpMl`&cR*15{Ygn
zd+~N3P%JW^qm`W1HSU9KH=?E2J=o*Xi|y^R>MFvLFV*f9TTkFQ(MIr`FdLih)?&th
z$AtW*g98i@6(5Y{K=@?tUH#-yPv?JY9#bDl@EinG1K8oi)+NYP$Dt;aw>j#Hm?bZo
z!Xp9%Lj-~-U+5<do-1+k&ND)YCnKFGgFNjmVUvzSmX@6sGI@sRT9{pyv#+N?59bU1
zHFzUiEUH~e0;dO8yE9vnu07}^R5n6*Fe|{aR_iMd&G%=a8k|-_VgH$MKrF`r+5mB2
z=@s%45|}U+GJZnZF<Ne--1Ea@QlFqG@GS6PDj2{8?MdN<gc?#CuU;7wGYO*#J^e1q
zs>%rEBX|jc&JN-RNrH)bIL1A)xp7dk5iJfq%RZ&Z+tQwz;_%^auU1i1GVmXS4kza^
zd(x95vKMd;91-)rtQcbfmXo`><Q#a$gBpBu7TcQSo^`%|gnUN+3Hk!{5f|khHkAxa
zOiV-sTMgnhAHbo68ck;6z~`JjJ(+<RT{%<$$01tB?&^On<v~FXDek(n=E(;SU}D(q
zIc<()7Xiz9^@3=h1O4o*!6*i#@Q{NCGsk5d&HF;}QXXX$6$ga6BL#JG&2j8_@NC3+
zR|;mtHf`9T;P8W2dw^6>vO_<9boltx%~3Jp(%@$3sn|^r^v*3T_(SJmK5--CSP#X(
z=vCV$u#{OyGDCQaPEU2np3vn%dh$Xke~LEzNm0O@!%DhKW(YTkwN;S=E!fm7#wp1>
z(~M>Q3&e6@U^u=E;`f`^#PSfI5V1!2JNI=%rsLAm(kS!gnGwRrvCz@geIEDqF7t7g
zN6^tpy57o)2WQjddsc+~GP2_&#{e+h-rui&`{jb@HjmN6F&Z!Z3TNaH(IhXUAwz43
z3(`XXC)$`5as`+Yh4P97+cOi3m6esD+6d|ZgxHEeC6Ue@z~tWyhwD}@Mlu^Aarvd(
zT>D-Qiye82|IAg8H>IHAMcOogZ=mNBeqKo9#(Wu@2w?7cQxl(w5Ewu3H?6z-1V7`A
z{daXx;sMmiC8Y)1@oWQJBupIiBHiC0eh|KaFo-I47OMC&d#=Y>(I$u=L*N6I`IMc2
zw;G_CB(icoGVR>>Pvio4G1$=T6CN*GxDxa2i3z^z>m6VEiAIr^snlcEIfm<osg)H&
zmZ|H-dP_88s3KzG;(YJs#|!B1n%~Eu4K0u}_Mh-#jsp)r&^!qwkx5Q)MDUuG$#1e3
z1v9Q*-S~Z;2{hyF#6%RkzrTO@YiItE81?p#7rW710T~cz@+t4r`pl0ZZoI5w@XHs)
zmCe;HJPvrZk*);S`f_XaF*($f7WlDyj~>mSl$K{U%DqVDrSD{C*Z1VL<0pV&7$YvQ
z5BZ<cZkz?oMTtXGgyzNjLc0qHEfu0-;_@P)!E;FAs0t>d*{2}dFfsiH>y?H=3T|kK
zDb(FQ0~Ein8|8`sISB!m>I$*5<Ip`uS|4*7@<JKF)-PIHMS<+L!mCrWk=eFQnEVD>
zC^g@bKHBuft5=ootw!nR2%~A~=3DZ=71se<i?fmvH_G)j9Ol}vAr;JfVp{%^yRv!W
z{qT#Jt)s#?{I8T-e?zT<YvFP6cO5z7h(MvQ@bz+CuRdqIz>!K6zW8|F-v=Uc(*HAg
zi#LBLAfhr>PZzSq3aTO>(xM2_sYU=Z5dDKB>A-m@{1qo&!)NdHu1P{JgS?XoKHl?V
zXFe$iRY;uI#wZgyR4PQp*N!{i4RBO-zenlvojUoCzJXCHfs399p#Wb)ucLeVhJokk
zF%~^E_rbXUQ0CBfNBFIey+5l*YHZ^p@W~gif$GGM@URHXeL%l8)vyI&0}~AX#P7c=
zU*aYnEvH(FY25FK6?N6P7atk=@<kuAP4C1So9ZmZwLNFNN<E<{kKn~$<MV0&MC-z}
z+9U~?4_W<@igRZ_-?PB{ZUW@_PF2+>v6_Uy8Bd8!nVb6!ki^ynZ(Qk%o$J$2A-a78
zy&#Wy-Fvuo7&yK5Hch0x-0Kt|ABL0PI6XKsp{9&f8PE^jIUu@o=f(KAT|56BZT)nD
z3HG4amMy|+YE|8ij}9jk$^ap2n!UZ<eINQf9LIPBWUQ-$Ka8lBJR0M_f#^xvgtLhm
z7o33G2PI>7#emL(n47%Wvx&h`yAK$V)KsZs&-~jR5gLFkCn6!y5`Kj@28a}5;PkWj
z>v<S-j<$S23-8M)m+zfzVv+WL;%&vWdLm{8%?pPT3JZR3V5B9l0+51WWZ3od7?X6y
zbyw?zZ3hl~4^Va8bzS(F4p=Bkkl8WQv&L~45bK4!m6)EMu9XZ}K#2~5($3fZI4dXl
z!md*?h8R(Tae`17ah=81zW|xElidL+mn;c`FqvtkSGy3JB#mia`~b)pJiZEPgE7s+
zc+ZIhmuQ+wyDiFo)el7yriSj<(bMCq*{XlVOa^=evjVhj>Z_Bto3Umjib+LHZDORk
zuxT9#w29(Xnz3MC4ZNKJ(2KlmWcKGT4$rF%?MnaV(yHEbb1_C&33eTpu6JMRW;zNs
ziKeyFwP5Pw00#tOyuxn)u~ba$@xDzL)#@JKYr#~FAS9AfI*(fc{csvZJD<5K^DGWs
z!9WOTKi+g?*Y1ewgtC-j&GG^y1&(0kXgxDM`U<kP5&8L^rRH{`pV;19!oCOFarN>d
z^HONXBySEXiBLY(*ksLNB(E@vL((1yIU)LbqWI(OE^DBFj6Y6W9yPt&g;(B{AN8zz
zv~ZU@%ccjI|K!40hgLWJ)ON{E1b7jh!C+|O-UCTRA3P9qy>@3w@oljZ@`aGTuUFE4
z+L)sr9|X*T9@LR?F|zgLOF(TGbDIosB76J6xc3(XB%;_yzI-`{R5nnm+T<>0gPBxK
zOgrc2vjAM<7YNBe;{0{iR=g<^DK#{J+Y;xi&03vy!sf-xN#NB-Yg6JE4pPBa6!uy$
zPoyWv>>OSWb6cJ1e?Fh7`PF6K_Rq>j)GhMb45a7+)!y{?SAX8H(~E0*218f>PWOX-
zIO=xpMekcR9-3xCdJf{@;hq_p82pw6!@nd2`tz4o*bK(j5vCz8UQ4TDTWq|?tpwJD
z3TdNsenOv6dX$JezRlrpWU6y>k7rsK<Y}6jaX>@Dv`YKet1b^25Ol(-k+%oAxoP3$
zVQ3@LnvlPN{`2t4uU8MdGa{;gS;C)9&QK7h;Y*6)R{1xLicMfBwjK$%BV!0+BE9mt
z!2Rcc({9-bo|{$t<5>BiicTu-x3(5I)-?U!V0$E9A4qXieiL9jEd?Z!Q$YpD4dC@O
z^D&BxO3BhvQp~`?M7D-t9<xZdhwr8L&*kNXBLOSrUvH5YLRNSV`zT`_|9MX)Ud>6~
zoP)$U%=d;HyZu%cL$P`QoOppo^ySNkYNmG4>Yws_fftDlVQRb)rYpUgKIT_|X_}HZ
zduz7F#DJKBgv;TT1!<o27MMUl$ADwC3GGLzFHERd!UU3ZESTiKIY7+Q*S~nN4*Axn
zEzEB-csxA!f?tDMV0?l+`>ZTVctMzACUH|l=@jC>Q=7C~K6r-#h)7cjUFeP}pKA)9
z#UWmW)6(>vMR0aubHBp$-|J}=r3y%B6mNv<nHhd$@~GN>d_964@6|U;lKBo2St6rM
zBostmC-LdoDS(iy&6ZwKHpUh2Gn`KBW0i--yIl|%Q)_d9`F(5?`8zRr4O&=#R2pN;
z9ug@*3J>pB`LVAjykod-{C|)7Vmpw5O~z;f?6Jon{v|nV%y^yWCmRwHqQyXh!2gC+
zNd^iw6avc)pFVwZ;;&)N`_6E+RS)AiP>P_|D@?k#-&zY^Hb{3?A1~Hx*1&KEVkb*y
z*;X;e0HGy{#D5^7{@*iOxwbRo0|O+~10ZmH<V=Z-@jQP!8$Of_G9V_0&WpG(`o^0(
zMxLkq{cl%R_KnaSPKMqF&l!#nlw(DNApRmG0lAiOOJR(OA`2CXdbszI0!}@e1h^#<
zp3E4=!*nz3OfsYkf;=!h>}cLt6KihX3VR*!lITxxGqA}uj4dw+BC{R(d+{(tgUYrx
zR}f6{5{!EXB|kpN1j&T0*fq0+SG7?fkOS=YLj3(w)4dI)n3ES$R}XD>KOV*Yzesz_
zs4Um*jrXOyL+K6`Q0eY&6{Sm1Q9>H&P7zR0kS+;n=`ImbDUnbb=|;NGeAfPdIOBXh
zW4J!-HQX+I-sipVIj?zLzX>mEtm>7uKt%NeKWjX>i4?pm(D8*r+A1@C63iQWQ##<u
zg1@op{YQd)>Bev*O;0m{1q!TqV1UlF^*%X0h1@RfzFY@sHEUX08kD<H(5C@8BFU~g
z{WTJ#hTr>Qy`uYM0`#YLNUHpAKFLG9)_`~1oaG<)46cp)bB}3bdxI_DqI@y`S_RwJ
z2QFQ(4XK4**4EY{acMZCzX*TOM@q9-%0sr+^Rl->1p^^qjJQpq;si@>H^iJ^bV~q9
zrPYuUNHVs=d=D;5WU3CXM5HM|I3D1aP%g}~{L1<j{vzPPmV5j-uV>-iE5S>ME;u2i
zT1RXcd%?g9^g*JNW`NiMuS2WFSyNy6Lmf~V=fDnG2T5#fDI|>ypH*~C*iX9uvl+@V
z->SJLg}5dEN4z5Zly1cn7_Z6>S9WH6-*Xt@!*v<mBkck&9Q30gt;mD_4vEZyCYqC#
zW%*gLZ(#WRT2yv$E0pEol2bMxVD5{+NFed%IeET^cMNx%t6I|<$Mzvy3}T2A<<B2+
z%1V`lJJ%eLFghS!#FqCl;V1wzZT!dKG0>zSgBo9KUkD~^piF?aHkH{S@dk0ZAm2bJ
zz+m#o1{4u^&N-YNj@%$CBHm;8Hz1%PXCTb8!q1h3Ozdr;z(6pOpvK)vv5?gBJKIr#
z>dgxJ)X_<ujJW;<XOJ*5L1ty2KfD6-f%wv^F1$I~6SyourW%jSW>;b*1C);%Z_U!u
z5+anqKzb~1Pu9HdH++F-tVn9x;2eNj9U;|%TLgSVu94*_MBvs3-{OSVS_y=Eb4I1Y
z`AvtfbWX<hf*BS9^Wd^!xPR|a7%+xsK@R#1{nQ^T>PKMeM%>uvrwFtFV*i#fltZ*m
zBn9*Ktxy5$E}WiV&FK8+Nkgn`D%%4kJ4mPq8-&m+8l1|=xBtf<_5TGAz?SgJUY!Iq
ze#GktA!4HOecDoH3g2%?I00@L3QG?vzQmVc!2=n64knJG?(0{<5JmXlmPIb@EBL<T
zKn4J&W^k^hwtp$PPIJM&nbp*dNUxyG!4KZlZ7ZVw_3-ep8(7q*X@5uH&m#Z_9~|lN
zgfAN3-QjXTgeLpiN#SL#=P*cyid^p8Df}hW*f7C(KSB8(ZV|X#R6Y;g&TU&EumtB5
z;(vl?#93YQ>^kyEgN*`)3I7Ml1SRRjRJuq+`BShk<Ocy82Mrg}56(B~!pRELI6DI~
zduD>NSlKovy(@2!JWIdO5L9oB<3N%2n*jGZm`_2wP}LxSn<~1F=n4W!6X=%|SpEy?
z3?!k!kA^S;Ap-$gvLJj#5Q9J50%4EDKZy{sIG#L^h^`%x0W}voS2*t>%Pt0SNM?S1
zXI--iRs0l2cm!Tv&IrK?-yPmPfP~Hl*lHYLv4oUvjEx7cIgY+-qV{DQDiwQ<(FGzc
z$XPk8cir?NQ$Ry|@POKM)Zx~0KD$;Z)S6(IYlq8WEYB4gV}msSekl6EmGLax)E4%u
ze@lqyq4-1Wg)o{$9ulOqA)t72UMmt-zH)nhFE=qUQ4UK5QXe^kNk0x#{u@jLk@6R8
z31##{xJ+P0o5)M~zHAR**1%VQh)Z$|(}RP7Fu6q2AGyj0mIt^I{$s4%Yq<Sp=ymh$
z0cIG5g5ZMq(*FnL6X+1eg$Dv7?>wE17>M3L#d}bcn0Pys=;(>pCuqXwv$-IX5jH_J
z9tTxWxj`|@zD*^Ri;AqbGw*kH7LeCAdmkc%I@-M*xL#ng#Yyqnz|<6wv!gj?sTK7;
z#|SMV`h;}A92rU=${jSw$V4Ju{Tow>fw8d_BrX8*gaBr(`3*BpX^qGB5J!lhASGn@
zIfo^5r}cXiSPAP*Hse0`Ld8lR`I#FF4ZEX&Oay94HkB9)AnAdE#ZLZSkKjE#e3*A7
zY5wBe)_I!%6<E%=8(ZKSjB23@fXO|QVZKgXuR;K49HMf<s{p9sku~vzLfjNa(1K8z
zYr)C*UQPm3gTpV!ExOcXx}K>AP15BkPaqy^kXFHcDaTOupa{edYyLTS;@FXj5AUw|
z%RXsIyLMk~MPml~NQ7Suw=c{&+*HZ@2%AB<M<{bJIGlx6rl9nKD{A0Z2+?wt2wct}
zLvjib;hqiY+jCF7VHp(ZV^|l005v2iz%6sD{88AWUlHT*Sv!I|kN8gt0_OvXr$<o@
zY*uX`R^)bErT|F~ejw-jcT1^6eN9#2uL5O4vgVV(iYWMmLAgO*c_=87bIVtp+}x0p
z9eN!&ZA2R0weky7DiL`;gLf7(e-i-@XwvVv=p(E$-r5QN<-b}_)$an35x|(nyE0Y^
zxIjQj?|Gm$NMHiT7UGr#4H)LlbmPS-*bsvOtqVDt>U@qrsewT2`Inf0K*7nWLQN|L
zx*xfs;bcwRbKQJSD1qT4(c%lpzmX$90lFLH3PRu_AX$9@HsFGXS)B+T^2nz}ZNXv~
z=GE8VCY#JZ)`xNj$`h#E2S!F7^V?n(A%OaxQVBZM_?UMtU_^)E8Z=?RJJlMc7q|ye
z)&RgQS1dT!gHs9a8h&`7R(kXG41l(P;nS$^T`;<|Lx1c924ypIs|o|o-CRRxqd|Di
z!LeH&^tML=TS8iY-a_dMQ&~1{Zd|b5a}JVhK9-lE5(E7e`h931pxcZ!2)dNTBOvGm
zjTpXvBAG4E;Y*IKG1o#3pwj=DrFAKV=F}!k2X(Zb2`0;Nwd@}IAe93|{c8h3;e=-a
z2jp!Sh_7w_oteQ62zXc-SfsOu2tIITBlv%QBJKreF%V~wz`0e5{5{C6LW>7xV5^j$
zH=q$jTHLa-o6v}(wOP}qPZ93bd=ZA<i%b=Kr2W4>Dhoqmc(|eRpd7Pazy8s@8{Q38
zcEPLvVrI*D@lcEC()j-faM&H;hJ=|pF;WdSkgZt7N`-;axz=!qa1#DMGbNBKNUy(r
zHc(#-k|li7!Q$@hSB2&dfR40xd;%&FkuD|Amsp(d6Z8yNSOZaAV_+ZQ7N*PaJG*_b
zIr$PUmA@b&Gs=DUW+jh=S^IPTH6!@%|DQ~+76_d>a)dz1)L2sS{;tYag{FBs8}uK@
z4geUwBA&(g$kGjUnC=3cdS+`2$s5pZPJ<o7GaOyVpB5!@IlJ-C)R?uqw#-BhQW^oD
z?V+_m1dtsFYO#U4&d|^hG4ny_Y8z%02VR<nhBQdZ6Va`q`cZ%>WxCHlHAGS3<BQoG
zkkW-nHCWSv!otGju8dsO)-?O?T{bcCncT0D*sQ}~79Z2hAifwjx#H#`FyGZRKt<UG
z7bYY!6#qn07+hprqC()+VY_+r`DZo^t!w32%X@!B>0{LPYldK|3^QJ&+}XJBt;C;z
zerN}tC&U3+`1#4r{f;>hQFg)~g2XQXb%a<0;LC_mg5mwiGQR}A1%llICua@}XW>YN
zv{HkmUM_g^k@g7WlB1&+!GaY+>@Wz0#IihePcWH2^-WD_74zxP$}t(KP6hE1A^lBu
z_kx_!3Iqx_sRCZ(8ssklz#<$JjAsxoDl*eS)+c~zxnPS3@J8U-LwY$7V*MSt1f!GA
z(wKq#3N`cSMswcK3W^w~iBHVR1P8}J=Y7zQlN0IiXz=Cy!?8&roU=?+Krb>k2h2gU
ztTcJ^q#*4pwS_-q^14Pw_+b5rPx{pS4r&rGvOu{})9-BbWp&w}2g%EWf6fX_Lx^Y%
zhF%0R0UwRoAtFIh^O;0&rN2Oj2azP>FTL2G5euX*Se0PS4?!cO%iOEE2syn+8459X
zsL>&^Jj&iNQPu@EStu^R;QjccQ(YtkPT)0&ii$#^mijZg;k#Zoj?N<`#Q=`0$(mls
zJwwlcco@FnMMp-iR8s_AyLJ8ZhVq&{s_k$GZTNe<Re)^3+3NM}CP~Zq1l-x5PiFRe
zP8~gG4Rs$s&U}&9(+W1LOi??db?l+S17#SxwE=<0I;sHbA8@rN=Z=m*fe3aNkh>>t
zG0!|EuS1YWz%=bZB0i8%g3kwGsDr_F+3gZysdHer?FImO6p$F8lfi~n5TC)2u<T3C
zYZL-dxj~UOID!3^Dk=<k5Z}<lilmm=WOBHJ5W9q@XMKg%ZCvogiX%J}z}17ZL^J6Y
z8pu|S4!e)RQgY==qQf{0W?|$4X_VfGlnPNWz`eSMGT^ZpA7_#FqmTNg9#=G5qFAI9
z5sp*p>RR@yd(PQ%aTYuKLFd7g@odGhy=e3HEglNa;Ei9$kE8*<!hIm~u-0pTl_f*N
z*SA@1Seoa?jo{c=oiZ~rr8}7hJi3&_8`u2VA%zZg6k>rtP2+PCz)e;EAP*8xZN4M*
z%TRCu!=ZiX^<zK%&uMmXv7M}^9mKzH-@Xm$H^v&(&Mc7I!l81A@3~Ef4{J*#ppOVc
zh!b2~I5NQ6M!+a%AZG{D#zNOtG)#PQ$`2z)u&_b4(oMIUgo~5c;eWWBB*CXY_dR~C
zWIEU>esA$Dn5-jPc-|EFr#FRVyzxqlv^4k10?!AUCus6*B)d4{cTw%RxT2EcOpF<&
z0jDQa<^E@8xST2hj|NwSnra^t`Bvt0<HL08>OeiIyq9kfKQ;VkkVw6<Dw5~JGT@n6
z6&$K7P}QXjg*k)I*v8MYN+M28uVMm||I?LqW?5esj9Q&|J=?PP_tpAB_hE7`4E+9J
z0$J``$_oJz8w4WgI9}O*i}M7g&eJXXi8?1_9%klu{0MkDHT_mF!}*V{R|IrD7=lAa
z4$MB-yl4ND(LiMC%Zy>t)-;+xA|5I#-E@mTN#$i-#m`>2JqxoD)J=HTp;5R_sCvAv
z@yq83FWLVR<7csnjZs&e`45b)rNFhpdv>BR?&a!9g!xO<9aclej;6b;>x@kpXWOWm
z)t`FvpYf^&_PG*jAj}#<8m~6N2Ye&o{JDMGg3}PwRs4ld6Q#qJG*<gj-}Y(Z<t~#h
zrP9sEBsfr}gR+af88~id23P845f6}lsR>$u+?C7&m=i)B1m!;A(?4;LWP`by)x&3>
za&mH1wsBH=TQ-+`{s-XOtl0q8<lfKkx}%c_sxK`~YWZ(CK|FOW%yhtAb0{%33sj^v
z%7!8tbN_uRD6~=XnWaVH^RC#*ep6wq_qP=8+{LEuC;VweqkI2X(B950yuL}E^&KZM
zD~_J~PP&qem}D)EbzF>RD3O3{m@qV!jIOv;G-Ue+35VK9gDwZ9Gu^w(H>r{&F~LM3
zWxPS%TsPbJrO7h`g2PFm{0Y{nxK4?Wm`tIpQBZ$-wFrG_c^OwYWpeG_3v)SjU#V)3
zNpmJi{<w&ase!}$ML@{0vickMg<lYqBM?%6@gP!jP2nL_)WAI;afC?^$T(Jqo0G_b
zAcW52l>wfGhtTxyZGqy?0~KV&!!CRvoXjA*4M4Th&R2SM-$|fkY|?fB>gPM$lrO;4
zyA9X+&vBRrNM!K1iQ91SSDiInVMaarf^~C%uE~OFJJ`o!aS4yQ%=?3<R^?U2tdRXZ
z+_5QIqWtj3ayR00{@xX1|E**rlT3g@<_p}!bOY{FdgeYmN)tdI;Jin0hn+kS7Hj-g
z>4R7Xd_io+{mJc5wdF|}&{HJxI(B}0XY!N=HI(8d(BNdBcs2ZN*Zq$FKbJl<Yc#pB
z69$?TNNf@!z)<HSF=SL4$@QL|9)kwgr)AyC8GjOajg_CTo&1^-y8a2K2VaGa!08Cp
zJ2H)a_%ORC7YDR`M1ex!>e4>$A8M?R2+-H2tujf>kb4?IZXjDvkm?;QEa{$$G=SWU
zn#u<(u<<w(6zmA(<!0*{zp%pu6f`70z+pnfr2y@I9XNCvBs^fwnt`UJ9GY|s2AJ0H
zu>^}h0J|$V>nSP>d?wEkItB$w-=7<udidBsiq+(~$V0br!MVCU%ejgjqKCeRyqKt+
z@iTP1<G*PRGMi;ms;Ib39cr?zM=p_*KW=r@%u%2emsi!nvZ4gK4<5=Ha5!>l_xufE
z7fhCc9eR`!Dh@z0uHNTRFXv`v&V>C%h-hh}L6c&{<5OWMX2$2zis=4ka`a5eN(S#1
zO-rX|WVAsPLoCROS-K#4Ou=c*E++OKYSDKvAqb9<x(fCD|5=HH#r^*Ox`e?CL;eY-
z4^ROj%XyF{85i{lK;dsvQZ(R>!+w;bozDioSZ27pnSSkbDnWP@84rWEm>mF3V0LpT
zgRu{(3tH>=lBcNu4=kU%dV1EmMLVz?AqIqRa!6ZlSwSD-3mgVIJQR@6#eI~C(W6Ky
zG_~cHCO&~#9{O*b;ayGE*GS0&P9%l_3U3(qLz3sPpMoky$=hPa_1yuvv<ue{g=UMz
zO;wqdUzdkBzkb3e-TAw_XAnZl{f&-{w?^*PG)>Wi7QF1AC?5O)H#2uw3LsYUv`tdr
z++b0gF-~OE{T*8lcK|6OlOXCQf;c@ecy8R{BL*`$0aO~<V}O#O#5?~rVsq&F2q0gp
zMhVVft0$o~2`&YfTjl`|aH5m~mvP~IIZ1m6wI)I$9T*s}TzQ@kf*vrbp;3=b!coCR
z;s9WThbhWr@h6ZrKx_s54hkLk1p%!vK*pQ8Y%4>2DN=hbCMv1}5FLTw_d~To*NgDN
z5bO8Uf5j^Nl*{a!;5NGo!ckTC0Yp(A0u5Md>Isx?FQC!IcDsO~7D6ZkRC(*i;AqSc
zQiwz#%@<sPa8gT+d=IaznXd-9005(t?0+1=!35vIeQz-UW`Ip1x+M%qeh9Q3)_;lq
zcz3`QPgM($tr<`(<j;o-%L4C$%^uzs(31&&Q^URGZzSPLCh;x+XIJ+*ZbuWdc3<fI
zBs!mWhwGFV5#m=vd2aK&RxfiG%bnIcS3P-~nPc#a=JnVkO(a(XMwlM6sBC7(1Nnj0
zcXBxiInC?jMlW5M3;8<iYp0^X8iQco+dx?hgQSXwM5&1T`dA<ilMkuv6Dcv+Q$<jv
z<jTChq%F6P(;8%hM~`klXu^Ztl_y(;37J*XCjsBw5aS)hfq|1PX4f;{$?FK?Oc>q6
z*<F<hmhJz8ZbAD6PFk2Q0eue~y{LiTinTB)gn!|B8x7uAu=8{b4m!yy`JaAQ-M5ke
z3`&Cff?H93v>@orV84ZARddw1YWAQFL}V<1Vz<YN5As?_oL}Od#s?Fd&4*@?rI~%J
zZ$|T2<21G>Y8?8K3i!?;_Kjfi3$VRHuLgM@!SY9Gp7QW!dMw?f#0o$GiwB<+v!R2(
zgW#PdV>#|FYV;?4Sz*o&1{VoY@uthM(R=haFW<(QP)R)67&dv$_plZW8VDKmyru-m
zDe$gjj?o`Y9}DuB_{vp??~YNvp`KVGGHG$e1A7}9!wFsxK-w*V>KU}Ogt3&LDErQr
z_{|WFuKuWN9@ereyr{0hohnSeRYRpkWoQAX)>kH4q|t~HljC;(KKhkflCQLhtXu#a
z+wV>@u!ZHQ#6E;jS!X(@r46J9Ga-=y4LvCENaX+)VjHJV6%{KLi@6VqoVI7=;62Yb
z#(~{cIFX9-FLTV8(_qOKnAO1&_T=rmz*}!#DZ_9d3CTm==Dns$3^HSYrW`I{B>eWV
zj!Yh84Qx;&bIP<n>RmsvES533;lSjxjRx+A5O5gUC-H8`aNcl0?qA5N?7-R`qSYga
z61Rg(UXeCv6Nn%%)^C%cYlw(9cf}lOX`wC4_>C`@B=IAp##j17VKRGM>P;1I2O9R@
z9|o%2Tvti<`vn)x{m(<eL~`D60FxtKo`B^x{=c1Hxafsj$l~rVTJAQM&E*Uk+RPF#
zH@h;v*%i}$;C4uv#%PYYyRBOemWYpqq3lu=Zz%F5l-55ctu#xE|J(fd#pQ<>ZrWCC
z1Wr)qyQguVI2n3FA2y3Y*jE7t80Tit+9P07aDQT-?SZZBg~^Za7*$41Kp{Zd+2=2!
zSunMy?P_v!LrS;j;5h>KhK_MOv2H)igii(LBQQb+P!cFDfb-0dQ+Y$16I>(RF2cvx
zw>*V6aE%+XQ-N^XA_1xE4zf#oyouk1yja{oEQwV7`TXWTBd2j-JAv7v+RQkHh5!x-
zWM{!^6~=bxoTX>1@K}%l9W+Y9tU_#MN-$#r?gCgy;28P50b2)0&Ao|GZ53p$UhcEV
z`yA3XjYZkGMD&gnUFi`8d;O!dhaN52-Chg<(xWv{Wh0OlfC3pUgVc}s;hJ2IuJUxS
zwpDC4(G+!+6igi5j<~D#@=Di&{4Hs8>Ud80%Fwo4Fpkvr27IhxjQXzR#fF9gf!|e(
z8MZli+os<$9dxXxp{=K_IBa118%w)fg{e47lg05?9c&19;A={B{jzL4F|G@pU|FAk
z)dCA#(2#I|nl0e_0xQf%-~`9`SAfmxU^-n376&Mf<uo)1z)S~YRLRVIUn^YD@LG@%
z8n{n2^PGKPrVK+GAV9w2bHGR=rsu<6RWiHb05}n3nrhAeUheT#!oa7WR}Mf;7|gtJ
z03L*8*9JMR9AYZ?9@O(;A;=HrkeTqyi!0!ngLhCi)eLuMMLvL3_c6TzW@Eea#Bkvc
zQjc;hNq8Auo^vI6OSF6X5k@Ez7+UfgRhDKx9i@qb@^)hlD=lyL5(eR}H1r5I$NDmX
zVfXMb-`i1W^PGwH5KKoRBnBa|!Adrm5k^E8b<ATolf(Z|t;zj*_SLyx;awVm$$9xd
zHhBy0Eqa@Aj<~d*KtW!N<UHyS<q!-bhDooBb{wY9P}#<O6mYYs;D*QB=SOW&AwvA*
z@YmeuvbVbKHWjWbcR>&O3lJOniO|QDXeHE(cjR<O1!aeRVMk><?#wA6ij0KE=DLuQ
z<*lda06sv-1z;HhCnW??Ren%F_W`3`n4&|{><dUfz`cwD0Q_E2VsZrt#e_-FQpiIA
z0gAO|hxb}dn1eNZ2)<>vIDx5p4K4UR>poyeKrn#>{mNb_eSO=H3%1v)xTw44<}wAy
zm_*Il`BPvCEj{dW%Z12K_kqaNiyUv8?O{i6U1lF9t~tS*$wy7X8H#705;P@`u+Q0i
zMAK2swIwOqi$2ov(f-^aV<!efe|7DmE-pbrSUv<_|9{D{ii+1@BD~mb`6Y8&S<Dmh
z{ab#-D9IMZR>mlK<t5L_6B+84Q{AiYUa<O{d(Krau*vWI5T7269=C6Tao8KEJNULR
zIu<IwR)tIUd~fZJTOm1m4M*K8n4?of3DpS(!C@E8n6hD^@Zy58IepasVmHGqc1tHY
z04h0{YFmS;5Nd-b11x7=VZaNmEv&0cS|6{Cg|#lP!7wF#I2?XjTUAAPavm0CRKkfv
zOwSD0rgCN04Pbb|A``Mgy=Qj!BL2_X2l2LXN{EE1BKgyU4fq4OxVa<frF~x1{h+(W
zDaPvwS~@s6C}7ea?Dca<XZosy`b*Lv3>;#_Eh%CWJLoa|;ga5TWTTGwU0S+n9oMR#
z1YU_j7*~u8s&ppfDX(D;z0eb-f<DTue|o(0y!ZjDKCEowLEu;Xk6=6P>mhP;0Tjv0
z{J<hV^`EIYyLgtQnuNi}b+WpW0>2haLQY;zH*7s&LA`csJ4k<D-s}x9B)%Le4uWqT
z>Rv?J{tj@ZfJMrpLPDzEd$XA?o~tX{s1eWmVm#!JGnIjzY(5r){FFJoM6S#MF#&6{
zgl=w$2XIU4Qeyh}iRe7&-_PT2^s)uH4jb<U&5tT;b8y3e3khtOmT)6V<+;CFsWANx
zY8%U2^_2uHt886vUB~KvEB_I-aEgcWavUH;)4s|xH`ORjdxt4rln+3_#{M95wpVKJ
z>;`nyh~4oKO<&QN2K+Yis;#VXpfk9NPs%KG3K}&8MKl;jjZ~rQ`MO<ArlyG?7Cl?V
zv%WkefA(oL>z%E|taVJLSWD7=pPuB&VY9)uzX$8Zu-bNv2S#^lFeq|Ja($gIjToUU
zeWQX_sGPBt4kbIU?rNQ?GL&au;I%0wSbT~1V8glYxd~obhBW3<OW)KT#St`J%Fm7W
z?o|G>wK4iLbGCIlbNrj%;B&~Oi^HY^JW`NJJN{~<qh5A(Y*a2;z`HlL@5c7{W>xq1
z3@>I!pQQ%av%<<9wOU!ZT@4)$JCoQS&k`>(;bqt5xbNQQlKb~R7C{{WQKbL#6=>$o
zxalLixL`5{b8*D12Sel>a{&%Z4Dnq~I*5#n256y#Q|!sH(qVRgV;8Q$;esYINMUde
zAADt(ss#@<6WpdpP=JBbflMD(R>W9ezZuN|csr6~zikyJ_r)7*@)h8->@#n8@rd$e
zkU}}b1edtN)dfP!1PaW9OP+)^L2=E(7OKK4u`}E0IR&j_nAsc_P6d7Y;!)`1f5`dD
zWbk5aml`4(O3A9ro-fm9YLLEsA1i?w-(e}uLg`l2iYaK?La0yC)$3y-=PJJZC)d%}
zQu@yu7nUCGWx_=EHe_o7g2RSmH3XcHN@(-~__Y&Ha4sEPtm*Al9z-d&<|=d1ABOim
zkV<<#{Pa|&5Z~)TvB6-;ZLWdI;9X$Rz_=B(gjw(E%Eqi)xl1E&!F>SZ7iPH3=!v^?
zL$q|j%>s`Tpa9SGB*4}UItA><z=aCmVd_Mc(`ik@JV{-*N0yb-dw1eLFb+7vfvru8
z=kh#44LgC5BMI{sLqB}Idoza^y()-b8sO5=>3|!Qd}D5iSv)B3jJk@lcJ8bO9To64
z1#2SPbcS{TvrLs_%xT?HAUxcAaT41toVL22sGx^5Yg?9vl3b|Dp8Qwo86gjyMp7(6
zn5QDDc=1QTyala~c}DCf-tfS8#0B4MGd~uD9$kv>o<Xg)Z6<t$nq`yQ;GB+fsVMV$
zSx)}_l*^k$BLZJKoh(_cmox^>Mhz!~Vfpp33(0xaw^_%m2OpiRpAZl~4U8}#ko?DV
zMK6*2b&Y;>_8fY{X^@HEd4qolDV%qf|K@x2l}eZ5m%B6kqLA&H;|5+Nn;?@xW!r_Y
zYd;u$bA&)+0F<e-pzT9B4<v*JHHe5EA4|dAg<St;OYzx=l>??<N$=f8;z~eJQnk4?
z&%icRJ#NybBIjpWi>jhyd98{pN<wrb5I>L?pd2jqATmQx1SVa;f_8={O9ST>vRGyt
z_9yL+>0F8ouDAwAy$}@Y@3ro-hlU5l4oIwm_#ILg+4V4Zidp3O6d|g-W(RY6f_N}~
z5pB6R!uf3M*|OlJBDVUoN8Hc26=qxRDk@(mJxs;*7NHMx3=%NONu9ZEh`aT4lUt)G
zOujh8oRaCo66HX(8jD7M==!|O{gw}jMP%h?d<J3O=#-&1GS<WP^lqbMhsR>(Mr#8(
zX4)UCGn-5&5o&qkd=z$*Ztfu{V!2tcYH}F07pzf!lT%5jqffy<fbCXro&r{Nsf(AY
zj6i%MN9PAZ8u}3WAExsG#D&CM#1UC~*O$4zt!asBCJW+)#PzK(s%w;;uSjVuyXu<o
zdXBiI!n6@AR{%MK83$rMTNarOg#4FghR3~o@ja0#Al-6D@xRY&9zD2i3pwK^g~0Gp
zrM52r7a9+T6Tg;kRBIsd<HknsR)Q-s$Mf-Z;ITtimO`O)1`{vD90YUBvJ&9EeY@qc
zX@ca(ko9h$fFUU3j^W|Ae5u7MH;)v^YC#_dBY4iz1{&ve2QLqgTQD+#8NkWY9|p@;
zqPkzvJt@Dvzaj2i*%Da&imSMI!t&_`_Kh1N%dXdxev7l%^nB|(99_w@DOKp%GVcVR
z7l*#OuG1%KDlS_&S4<vag1*^<xRGxbU!Kg$Ouq^aCBg|I{grs5-0MP&yG&g8)oJD6
z(UPGqJvC2<l%>=lNrUpWA3VJl=~qJ<_Ej?1bhGzgFdD_0W)oy!@-$M_P&B{ZpLihq
zQL#Jp?q{yaD1^AAkg0t19go>4D48wPrmr-+e@JYKDf=&n4fWIV%f!cyb(EYOMuEL~
zj++UTKZSX@sj=ex6}4OQU|qzD6W|`9*O=Yd@V!6UfIByQ2{R(t8!-dttqPnr;IJft
z3CNvME!oyDc{*W8h`r9FbS30b&aRR7ix<F78)5&f#dPAw%XdM&jZ0TA$a=oCrfhix
zeKoSVZyN-VpBfCvtQCP@BlHo(1Q=@t02g!+2N5<K3Za|;l4=g{RckB`UdB~M8<}}O
zCMPC<^9KGN&(1yqwm^6@T9l_P#?!%$@+wUSetIxWg?+FozWY1uOPIT$unG3YJ6)cF
z&#!DmU9S2(AxV<(?wIIdAnR|9mEC>(>uUn;(cyK<%X1uEA2RV*#M!%A7B1HcD8(gZ
zj(JSZk8oou<aDd3rhYR--uEzVWBYDuv30HeWa$wzEko{=>&(r%cu`7O3Pl**$+2yh
zKf+9_L}c%LH96ACSL4CgmzF_Cl@q!KcJ9fJDSKKvH{XN^z+lpyz_6hOiycu??L&p5
zfA8y>Sg26U>Nl_qC{rIc4ZO%he?}$u*jb{Amf0dzjK_YgpdnkfQWZluWwj<(`3@ya
zBy3*q{`&{ZJYkL*=l0dh%W2t;jU2iy2u?Me0)#(t$awoJSZ(9d)3p;Z1gN0a0R9@}
zH=_Nt!vCyx>F$YiYvv5XeCI$_622kGRL@(A^Zzx}YcwXvEhXeAP@Mi-QCb>9Ryzd@
z5*!xmfx)NF^*#nsy~GKyArrJRx&wkA4?8V?x{7j5;oY~T_)NuNBN0!iW&C{@EI33@
zVg?2&?OL#2XqRsL?o#D4NTSz;v+PZEFW>y6T_WH9o}#S~0~OG47mN1#Th+-O9hdK&
z5=OT?USkNaJB2>yW_m`|zEt*ZW-qJHEi#Xy%SIh!-R(&`mTh-g6(xa1htx>6=NTdD
z#bH%-j6dIC|8nBrSuAUvEBnI}QrtjrTyz<tT_|Vzjp`TUMrx7B-#ar&WUi_KUn<k2
z3Ju<w*nCJ6;?>xlA9#vptU`R&acuK^FuPEDa)GvjIlc$LC@>la(k5B}wM0~QX&ybP
z(G2YHL82j;SXhHolQt_jqxyQeumS<PZe%A1d;;+mrq8XQ2WcfA2&eG<oLkXFB-_f$
z2^YpKAg?3yNN@&%Te2Mlh%ktiHIN=wFQ>43Ku?JUvQ_ic4MQGkQyKSL%U!*cx5S)^
zii(1Ba{gxKQ&HiE4r;8T(!}nDnH+i}8|Bid9~1Xwa#O!J=yR;_2>TvVSfKMed@-6*
zRJwum?g#QH84{E;Ruw*tK?y4uAWYPc>BxI7+veVPP7G7{Wa0b>WyFn$z!dQt8Q$k&
z(CdB0eSATIN<+W)@$T&D;hL;!{x+r#DYN7k+R7{VWb_;X>T=r?8^>`q=ut+u?YG(!
z@6OQA;+Ek|&M^KBsx-dYp|uzZmg@NnXH3N+jPVY_gL@dvl^Ejg3uve+BlNeJ<rPn?
ze)8C|Uz*==y(?s3LhbsDfgZySmU&@2#bev|(w2{*QgCeEW_Die16FQOr|YErxjZfm
zgvDC}LV&h_4@-{_<|xWFY8pCg#L1A-)HcaIAp>G5q<j$qma1w58P7T%5c`1(tjf;c
zP`6L5_mJo0#&zRbhb|C1h=DB$AqmY?Q8Gvx2^w&%+m2@8;Ilc50#?{Tb$16pv?Ft$
z{U%sR^V5Cs-4EOm?qzMQM=g_pK&4r0ZW#6N92JS(y48yl2CbEz8HvWACFYR#!2*8>
zZlX{>I^`{{k)nq3es<R{n#n^rl3l+`JwHL=ff=UZBef@A1W{48*e+Q(N2O-BJe<NW
z@0DfGH@eM)AGJL?me*^#WYfJCq^{<8TOsWGlSczjC8|H)hzNhbOHV4S7BFB#kdQb$
zGpWMPES`BGPeIEk^mkq4N}JHqOv{t4|EwYBN;h+T9}t&lhUO)pla|D2p9t%e2Mg9y
z+4CCZZaRGESIFP2YOSbqnS9;(L?LHDz6fpXWGnkZ<G0XRM#r!#M%3mrVD=MaR@&~t
z^Nj^18}AkGWrEeo!l?NU=#BE=YbtKr=Zb}ec}RbRSlUA5v+k@GAB2Gy9$I&(S)VuU
z-WnQh7*|!eqt}{;aejX81o29^N+BoPIXp~-z&-$0=QU~0O_>cE_jnBi^x#A}6z}{%
z!c7BPnoYyOUM5#oixzg}El}B5ZU_(ve<sTpdoqv}FZW@Cyhh{B<%DLV<WAGUA6sD9
zb-{M9SKtD8@zovbzQN{Szvdnnbn(WO|7-BPUd`l#Uz$StSpJG*DBnzjXy?o4F`rJv
zUzC|^ZROwN&iYuYaNcc>hKeu>jrn-j^_Sj25RNcGRFHGk#cTZhdZ(G=hQPH=%w^nf
zF&{8w7_nJom9of(In>uLKis2-YKMKo{$;rudWa_J%-GcRv*QwS+E8kWFFK!3_Sc+N
z?uzlG9pfhPh1~i@9X=&9`Wq)rNzSYI-oUy%{h$LU8lS6~?K#K6{(NSYJkcw84Sk8h
z>6ASx?FQZsH&5JQ8zI0>fsYS-X8era>$kx$dN$M&(IP9pyxo7VxDanbmb}W|&JKyf
zLuM}ieY&f=JCZqICyyMYd!MY%FY>aBHm=(mFp7|vg1OEdkmZkHC5-pva~S)A@MlqL
zkLX?iU-F(bzkJWMu2%wLA}BG~J`;`>&U3<g{aU~n)SH0Pz_RC)T!K5T<Gw^@7(Tu$
zb8s4ZdOp|D)Rb;*mF&<2p_c6pS7$^q2K(>!SGL%h*RU^LVW1KA#{Bm`;r`!D<i%I&
zKTGk4f&f{(iIN?kBDVLIpzPvsHEA9#D$71PQ;P8GLm$<`EiDqLEA5*Rl?a@B-@dqM
zSpGf*l|3SR|6c6L)+I@<x?<wRGnqHXI?>YML;^Rj7@T^yt*;!z2iE>$h$cBtSdVvY
zeP)v9=gd6X?U*ep53h&RJer#2pMTNFmDdQVC>THCuc?v?B=CPQGjaJ14c`&3CQv7u
z0#a<~Y4kR{HmlJQO;Hy=-##c<`DQJ?AtQnjb)u4p=BhD2;&E+&AWglb1KCxFXiP5R
z|2{ge#(!yiM+}=tV<rFLLJ|6m99<;o8{5fB4@4lqJV;U*DuQgGf&~qTGIK?QINXXn
z^yU7XJKG&G0PW+h@Z@^{?6~P<wFo$kSrUb1up14=`>rHk5o;E#i$U_O+wk%I9jmZ9
z0tA}VOk1Gz2I`iLlgod*Z@vY@(h+}20ErzU*o4VecTDdSm4+SanCqZSz7d)vp@qnj
zlA|{oKi_bVZmL2s>bjvP?Ni+}$%_wcQo05Ng%k`8F$yH^-vtjiggV-9j+Z`oICzjs
z47Yj*@YW=}^Y%NCOg!(jA3+LU1?iNhOw~W)f@E4<kAGKxDJ3FC6R@nx8s0^F<az(e
zhu3^M5p&Zda;CiKqb2wDOfrlkY81GbCDKC&$}-TqvUTegJ#31)0+b2vKjqb<+7A$}
zbU{%QJZ9`GPo{#DCf2WNE!^`RER&P|epv;Hd42}xq1^JNKkaWlu(Ya;Fk?hi6r-^w
z&OOJfK4CM<`pVJKz8udQLbns3ZsHWnF8oOI=3~*le0{8MKi&`w56_UpXBfUr(^E8+
zYBn}TFY8@xE3f~$5z+_<oB`-~KSzVo(;61hPDVGzw~-+W=|jChIy*I9@Y#Ud7EYM<
z>FMcZA;Q2uVrsB3eG$e0Dp5$B!#$^c4k_C>+GN}59NUY<eZ>zjkb<II5%$=DpYJ~?
zD=aX}R5)A%AE=?B+SV2T7C=z@FIEmyQ)KlG6vQo~f~aPOlWRZQeQMr6?OD^+*FU^m
zPxJ6GUO28T%ds^4H^sK&zP>IRSs8AHi-%^!ENl4TS|tH@YnATIBPtu<z1csd%luIj
zO?-gM=7de7o%-3(Y$u|&DV*IlWA}mu3=I-HarR<6`^VfBUp)JA*j9Y{ePs?U5Nr6K
znpWN4vye0jrpI#c2{RFOtGk{{9;Zm@8)9gjk__)<J0+8bZ0@OA!KR3RhtYkFf96|X
zMkWHQ3o&f(NsQzX6XNJt*bcLB&#MY|zemOzNoo}_m37VjwV|fdk<~dwO0uM@b&7Aw
zT0_5-$#4MMeB9$o{NDE)<-%2WTmOn4=+ub*RYKibcPsv#=3qF|Tu<aCkLfg8_F06F
zet2GYb!tNS`=XCezVe`36PhBK##?F)`y7qb*z*}BAFl9hLn#6+b-~qn)w^BR-_*a6
zZaB_Gy#9yIcHp2Pdc7~)@a6ffr17!c+he?}T!-S%6vcUOO<%>cA~M)}fEgNK?UKOY
zV)UHfu-3`v&u!;T1x|^56Cm3FTXc!U|ERO@iugSYuUy<ZQk{j*YHyIRndvo*91h3M
z5-J)-#u%fLyoQE9e>u9s<iXbm#hsNDQEj~Eix;BLUfsMr8LqhVyVmHh2BhuFJX2Rr
z_nNnS`<rk7d)l<~g|3;=xcV6tBGPO(g;D77vp76~VchTgw_cPdX>!8ULB;j}>j+0z
zm1SQqJK@^S+o!tf(p7)x_0LQ>I3lPC{so}Ad#9Nm8PfsLcv+~KSGD3^xTI>ZjvlV`
zolUO7Rj$iWPNC!km9j4*4sAcjB0p4MXjtLwU;c@-sm)fy?ff+sX|qmd$dQ<HQ#z*Q
zNE8=6Du6j5%kpSh0&FgVlnI%n#oTQ25v{@mvnO^{{x8Byo8%Y$UNDWgV+i5Aw7DD?
zzLiE>%T}8ZbN<MI`om0)?58o@_u}uzgj@zbhi6BUD7;~JE^{xQWl>A|Xnbq9daz-E
zTh(!GNN3mW<-5510t30qIk-P{k0-cLf_la_rL}b-Uu9JLsx*nZ!rffm6ORRKb&m0a
zS@o($Q%E<616@o!8ySebzTno4%r(@*6!mw5ThWbcQ({kQFTH=})a31c6o-iNFo$0*
zRv(2@9F`n22S+HJ$3P+OmfVwq9V}ownsi{=U3}Na90g9%DEyZy%{964f!J@O1v~Ms
zM@B?sf=G5lTEC2<c9w@<LW9fmU-;?oD;ZA911yl$wgL28R#qTv3j~L+hSSq)F#Eop
z>V6+~;)D;{<jz$r#o=HvlMpL1&csUILN)dUuzn`#9CW6XyZ9P>9(P(qX3cMBFaB%j
zAt@%>qX?OAr2c0=tzO%?KQkX!UzNH-=JJ~!W#=WZ_(fZjDD9V@b3hEneG43RJmV)4
zHGS^c<P^8B5(=Js+&HWCcIHR(bVOyhW4e=VG&XKW;<K`fzftpV#K_o2sWW+AVS4pu
z?{w6%`03xTIZPJMUFRd!sKe2ReO+-2RR*mMJx&=uw31XhWT@yqyp^mf6D2LG+~uzW
z2|vZbj7v>pUn%=>0u$Cb3YrK`Ug~MJESt+(I=jrRau<t~KCSYf`8Tdf&T-!yF?%k4
ze~+dI`iifZ>r%xcq4aiAA-(<Py|CmJ34ZBvTgX;mK78H|v4t5}KC~3cm5x%@o{==1
z^atJ-SjD4ZXq?z}>j7{jfG7dEI4d*G;`|TfOiWvxqB%Vl!RpFUvjz@*F12Q5OuKVv
zW?T+l&3<3!9#{UBY)L0&Wb9MQFDXpZ2KPSrce!9KPkawT!~(rDB2E0WHp9rOxC)D<
ziivnl9`Q#e-?d+;pnwVUS2lt}CRs{?<GPr(y4a^#xCaVx66#ub&NOdK7303^9u?^x
zsmvtO%Z<HBFmoa271oU1%C4?{Tku;>kbcE%nv`R`WRm)&iSl`4<HYC*CYszeg->JG
zya#da>yciQF^Rc;9d~+JR&O>2aMc59gBij({Y6fM;|t|ScARuL=3{H*^!4i6e<lPK
z@36B<M63vq7s?bYjQM{<(T_Z>EcJGXxlG8qu*p*#dTqR#{9u+$<M71LV_Wr5+{k0I
zp)-YhZdI3<`5x{VJaBC^4eFZ^{R{i{QGJx&`!R8<!$KOe$Q%NtmW=*qPHnsBODi=(
z{O_Yd2mph<(Bj;PK#yN>mwnyr*3uuzFg6E2znJ7yin$RS@id38J^gGf4j3$gf(iEH
zHT9dombhnV_<QLJ^7^lpHpW0_d!UE=iQRHEZPjJCVdI5|1l?foGtr%i#MBoT8uNbF
zeS(CJLXQ7ZtcLS{CdnWr`eyO!@8#xcJDS|GR@%f#EP+?ALY2mHO0?@Qx19x-@TZa^
zE6Fddol+<1TCTZb+U-%wybsWcU~0K7XY()^ulXAB^fL4H%W51KQ=HmMu9WODolk$u
zh<84vY<$N2qI>5~`)n<N=^WcvEOf5pA;TOMat`X^#L7$GZoiTeuW*Sfm0#KXs;`DE
zT(!w&5*8L1+5Q^kQ+VU1G#M}R)y<$o6}MWx>{Z$w+4uM7nr_-_<mq|NlOa!U%5#YU
z$&AL%YrWEwsez*doY_5qzVDVS|7;wj9+pxkc{}zVP&GhU6Hn{wtfZARyXG)uT~8D$
zu<!?_!uvGWy}^#U+j@B(o3y@f!^vT}_0wwY=e_t^s$_4T0d<Sfl-sMlS8e~ua@LKc
zX_JW7LuvT5z<zFDqlKNh<H{wj`I)@$4#B;8hh$wU{d0%gep%Oj1o3Ir#b4|vmrR_G
zy53#F9x$<8+{o9~^~#hWl1nJBTCS*CUg0U;;_$m!HXY<&cQbw|jGX^>Y^H(CT|GQd
zVk;N*Eq#tP1;*q)X}Ic%`Jwp5_$(Cy;#8R)-t!e}S^JfoRNc8;KG0C2A2P+Kv}Bax
z`lqYRgvFv(4Fpt(*c|=MFmoI~&@Am~nbXh)>|d}7qi;yJ|G6l*1N+M<f>l1j@(I|Z
z`r!>^2XEI-K|^S=F!<%o?7LL)(Z$;n)vW;m0eDUl3_y|SdbmUTy#y8(OrvMQxJ`}}
zOgHnuLvywD6H9OnfesNZ6aS?$gVRShrR}O?`pdOo)yEW0H!rZ?_ZM2w4BBPwn{Qct
zl~VjHB{I0T&nW8NvF`&%0n~1;zuX7!jAI3L-VdL57_OU&R}bqLt-w7i<GPVl&6?Ea
z$no;#E6WXRjzG)FT1Sp#lo)4l+M<!b)>&yn(DO!K9lSj)PWZJNQx%93cy6qe(gK(K
zL^N}Ne;tXX)3XlFBC(_Q)J*0y4;mvT=f_$~+U1Rdu|i`5dYzx8Uj#Zg{BUQN*j%%l
z4Dx757u{V;D?~w9^Xe;Q$g0tBHy3~QTegvT)J~)_qns1$?&w&qACXd4_B^9LCFfNw
zrt^!J3&JLVY@cj!iKa5+aOlIB<9(N+F{Vw@x;Ax17NSMS-o$>%Q^FukZ1l6aOFy}%
zhS!+<w&luF3o8ecFM0Fw#OJS@TT5S`mu^v=)OX3wB2c6XiX{os4AWc)W{)cPNj_+;
z$;Q&z-05Uvi8G9ku`BIQs+Lerr#beA=&H6&;n{h2^MSp<%dsCZOr9EPp=p;ciXl<%
zg^ByD`nX5o+_?Dq<n$|@QAOvtg!jp>ZYt>3DPRf(I<E`kjklA2EMnlbXUB8xrG{VE
zNj#Vn36cn<M$eeJHPsYTqXKj}x({nDSA=Kw7-ITm^H3Gx1FF9BIN})EUVe7qoJ-J8
z*iTva<xK5x=hP_8f9cGPE<)RZJ@uDZuTam7#bJv4s}o;weS65l2p5F2<w(OO9DH*p
z-l(;n^WvgscLiDVvn2Qal04;sBZd9khU$Qiz&)pH-(U41rL!%Y<@bCG5rcA?A7hO?
z2K$_L_NETDY7SrLUEeX}RIb}(JQ?_7e*R^@b|yzrw=nL<WA>MC!=}#}-YdV#e86(A
zD6Y^K&+t>2ZzJ*GvmK?<1G&6AETaV`<`Y=`eu)vGcn+tc2WP?`rNzJTj+eGS{$yn*
zaL2VEDaZeMFyj(SqgHlKkGe|y+m9W5^Y|*tZvB|gxca3VAp`kfF0TOhr5-tX7PF{{
z+$;-*5>B*Ym|RX}RSqUY?*sAVlCPA^sea{{^!5%X<&q2d-O2BN#XbTao%~89|DnCL
z1>NUkYgxW;Lzvo>XmYESH|pXC$%P&3IAO}7?8=0J#9fPq#TPCAVw4c`|AZIKeJXMs
zOhR?wTY741>w*_yR>sB79s--;>aq0f#%o@IO&o@hYHBMCJ)=xs&5W=`gheIwRYV;g
zy8L01b2Y6OCEfk7BeIsJ+VP*$SG5)Y5$2gMrk6bt{r$Ope9C%Zi;wkjkF}lYgJSF(
zHGDV3=tQjS*5|royXSJqMeqFT+nJ<JUMqIp-;sLF^ML*Pwacc$%+p-nc(ES@%tvo*
zpMES@nCJ54`mou0XoVR{SZ@?5|2J4Z=kvsz<IPPUFBx?i4(SW^Uw#)ntv808rgZ{i
zGd`U@@7|U6Q=e*@nJzY4`yOhmC3(ueS3JBL%~&FBnRgOGQ$IoW>3OC4S8J$Xoa*rK
z<H*SPxH#2gV(%(n4DuzX2_<lpCpS{mF2pcp4{g|Nb=z~ti#foniEN>F^VSyElJv$-
zBz!xBwF!7uSxN>j?U!9Y*Y<O++0B$s?0HE6Od>}tE4b@@jg@dpxR2Z#9<~v~ypLtw
z+#+7>JkoPWe<z2P#_xazL}C+-c0&#X9<S!~rY1@1n`VSFAB8sw13j?s01FMGNiy7)
z!Lx@CcU|4cQL}{l3C{PY!*w|EB7Bn`3#Zk4ONcptp!bZUzaMw%bF+>g)BIKRa7Y8=
z_?`hT$Lao=i_0_?K$Sb}-rQQ|Xdq-Y^?DuSPWE;<yx=MYHC-xCxO88UsxVnf-+FRN
z{Liu*3^J~0aqKE?u>wBR3;0KK_b5(X9vz(${77bFW7d`Bqkw*qh2NzA(Hc4~F6s8r
zS76xsdQxAU2JTcHqHm<J!Y{6GC0`ea*FKgB-5ez5H@u8@j^G|EW=^~T8KnH;^@IgZ
zTxJS(FL7e21*%o!87~s)KONY_FVz6zJvewfZ_Ocyxy~ehiq!$~*jDd8`<7-7+AOcG
zik}kncXVAb{{cPx=E0c7LmF%z2goczoT%J>TsW}~YM9>p8<tyB&0tdhw*SK2{UCsA
zR*|yHvYtzM?wiJ^@j}lF&+xB33%Jhp-`@!6)#&b}=#b6x!@DKNq7wJL+$1@mW?qzQ
zEvhjio{ii3sx8B!imwB&DG@gO7Q@5dXO0Gz-G_ABcksSaq2qt}ds%}`*ZWHN+4T}`
zN_2dVm`m@ol7Cd&_rK%5bflLt4Np7ibS`aq&>3nwY3t@N{%kIW$evz`R7<n!bmyXX
zh~ezepEJfmM>hY8&LknL|D`@}hCfl7uStSfN!}vo>qX8?V}4{H@qK|_eB#HH?_<S^
z(SMI_`XtP3aj~_TD_aB*zA_3M=5#u%quG5r-rzBd{h@;;?t$^4UxPUltbQ1N=4N|2
z%kx|4?jDCD7%zY%EYUWGn-ZUy$qcTQB%HS}tu5m=A&g;N5qR9!HugyJ^rcjQQBGb#
z`Bx4{j0$Ft^|5vs-F*i~I!un1K<}7|x>4#VbyJNzR{Dgytmz*<3_Ey?Yoc4vH=aM)
zh(1qjJqtzDt&#`dp?2~-S;?=T37Wd5h|zw}HVO7UPA4~DSn5hQ!SMpj9r{-SP6jrI
zlO9a&jo>?_e*jSYK^t}vkwn0$JQ|3naai-zc{$FJXwm^{W6Xz|n*OB{d+g*IkI`-l
z%zP2jQ)f0UZ}q~S$!V$E-4mo7n4!_xwXp|{{pQoopQe{e`&PXfwXONXtKs(gYE53&
z#Isb`J$}63Nd%vnItO<G`WL=%R-dgek2^Z7xv5|;Tg=kSD0{up-*ro~oC)~4*Rc}t
z(L&M5xx%-1CFl>|syAGENG|!L-Ss?i2}}y~zYwCY{2kN7?o^x^s6QP#QqwXW-i2SX
z!CJDh`7Xv}lT_L<_cGG`aE|58{8-IRFe%=qozyYPxwCuZ8t9FTKtzFK4t{qlR=Zo}
zef>FswU{meIeQru-@khJr>MR7_tpJ|4d3X_POvAefg}0mC2*AxJiFoWfI<Q1dFXWk
zT(Vgm{}T#ik1WLbB+s@x!IJe3mR|Zb8vziRkxs<H8W{Gld@ur@Vmkc4?m^PP+Il{7
zIz^LnH)?Anvuh*WdlN9#mV&gVQrX21ii$SArAv9=O6gsKyVl$|qH+iFWI38@>~>z+
zY!PjItdXoI%{Uba2^5|S^0ZoMx>I<(X#<afN@ouf$d$T#pSh*-qz-!hIcf2=4^`Sc
zb!8N<r@z>r)>bj2sl#ehoxD_)a`4s5cP68Lyf~~s8^x4rm~=Xq0N+#f`=W{zZFaBA
z4cHr^F(hsS$86LqahEl-wT@9|=-!Oq$xsG*bYXd*hti_wcga*%x^#Nky{egtG+h~R
zEylR5jqD$%va2DKYRSC;1rxvH1r$OY2d2>uupXT!-A4E8Ct)Vi4-DSTXDPd*tru^>
zxt0oB#(E!pCB)Y8t%V5Pkl9m9WV`|Y%mmahCDfG|RpSS@w_Ti{!j%bbtydr*0<y90
zcroSndrjohghQL<_>IyXMbZ!!F8-+O2t<ldR0Tlcb^g==*F!7jQQ@qzQZ7z!;+|`F
z9QuX)ogx})YbxjcW!8kIHg8;LPNeF#943BfPWL|k_WWxT&zqNizZxmZK5F)yGnKV1
z4*g!MPgi{t!mduN@s-m}1m$+N)$p6$tm!F}+CAUn*|O}$3=c(><c4+0{h?<aISeBS
zawLnJsX_n;<&Nq!(s=7wM^hp!I%(;eXNlEbUy9u>cM*}DmMMEk#4fwBwkj|95V&c6
zr{mNA@@3BP0s!p@sbrbQ)AyIQ?27$w%-~|u^?DkVJkU=`sh}Q7cX5m=+LaU?+xY(d
zJ8Ts(acsvb?S@keiQ@tLcC#`ipzGl*fGN*b^;@0o*>KSzt_(QK#_7LoQLJy+Evt=A
z1yv<2>mNONvRm7F-n&r&K@LB&$rQOr<7dyVgLwe<6NJN<8lE&t<#4#JPSkyCN(&Nv
zalX}kHlKzhx{0wNz`K}cK|xM_WGFAc#pQS6zdf|ss&mO())z8dtH4x}yLqDTF*@;W
zs{c`oWANYDPgDJ9pYI>~Rtr;3y{JBo-Smp#Zg_ru*-Uvg(WCDm=+0bkZIcxv*e<WG
zT|>plV_9i|_5ce{8LQ7>n+GK72G{l-28;3=OH?p|+h?ZI(6OnMpToCjTq5`bB!9<~
zU_J~3p1nULqDIlbH{6lBK0P)fVg}Z2`#N9{-+|w>K30*V&$SB^Gsyf(%^VIOETP=I
zJYvsNx$a&76I8<02GcX7N;8dx@d3hT3<5XYPJG6hwQBt99&2Du^3~73VX^lI`3k=B
zs@j|OU4(Dx9O?pL2Pz;UA6L@E_k;{Tld>vU17J>1cS`GwY<q=6VlL*J2phrR$(YOp
z2@~)9;TU@SzMpq}cmCLx?Eta&-gxt4Zrr*kLJ8j(zFI4DQPbGTw}&`y)_uew({Q$5
z=D!d|=WunX`Ypt(ws$iwQ(?W)(0-E1RGL^|XHez1)D>P&aof?-g=E`OWYyymeD#!b
z24RiQXMlly$;~;;QV54_Vf3zwmHEG$y+z>cQgG0fq}1f3fcO<SX&Xnf;F>CLB2a)d
zb1bC9+brvWgfn^`2owg>G7oBAVq9EDx=ur_!ZN3{rHb_3^6?Gapa2uTEe}4<csvO8
z0>st3WT6=n;8y?Aq|;a;$NT*b1mJx8?u-Fsh5xpAKCB>o+DxR)t4J(#2pDtEs*G{n
zD~%-&Zah%9a$;mZee-HNf#Un0WUjMC*lM5RrANO_yo_eoidEtBz)VOLeKtQSBlPcA
z9xf~ELTSN|mh4+p_}#+zp>1g*Hfox2JL?4PkSHd{4i1sK`EWqu^4+bg+LL9a&IL+e
z=p*aYGDTEf-J@Jr*`GbLtEy5zI>mFP`A~`f(q!@7mvCRy>qKoRDq)hnv1&p}e+?U*
zxOQIk>DGrtvu{G9CY^vcSX56pYjC{=0daaMFV|lZUcrAAA&1c|*xwr|pLKQEQ&eZF
zZx<`tG{(4JY|oW|*p*MJHujZUE<VhnU=36uxgX50z>T<f%<wWgT9GdiNH+7rv9M+b
z$<?2meY56Qu`Ts$QAj_MPU(GIWpwCL0DrJ!$QA%jYy|ni50Ra%T|x(*P4MlQT*FYX
ztRr}x-nX5|jwe^j{B*J;CeH8ugcF5z!r387!B2{avmURw?+y1b>B&eR=BOHs5H3n5
zg)&R*a|jJr-*p`4e0+Z4jrpXmtefHY5hH`j$9msGH*UR6>2;5?3rzD5Uz?fuR)o57
z_-h>phgl|eY_{k{D^Qy+T(1ZH@l@ipTqVD~Oy6x#rJ$dvm^h`KII9<v`uFzWev;YJ
zSl(I4+fGk%<5qr4LG>pap|HtC{n6aFEm^0?H@>G5rxVK0MNgkluj9mXo(?>sT;W%D
zb&WD8_WjkZCpt2weWe9XA~@bAR%ygB9;W)oVkVk-T@#sb#E6wTxC#+H$NEWMA0Goq
zAHwSMIfxME@HxU;|5q$aq1`wtErS5=dNKxvUI20f0SlE`Ss4$u2*2j1pz#AFH3L%c
zb$9U<?^r{qZ~|6$C?t0~Vql~Jth+w(9i+lZUi^MKF#QqAUTG|L78c8~4lpsF6wln!
zRc6P${{}Z&XKVMG9A{=U@!EdfBp)k<6NPZw{XGN0L+Q@%zhaiwsT(yW*ws27SFwD>
zOfG6Dke-VCZP960Znb)0PCh$SYZP~*t>DUS_sFaJtk`L3=9Bib&vo?gIW}F5zvFuU
z!13Ru-^l!hUjqRV0spA6$J@%)NNtbB{@?mUFDqwHYrC1F$g{2INBvc^6!aC0i_&Ty
zOW5<Wa&-67OIWk8>$N>Z3vP*hV>C$?k1ardQ~K0H;Z57m9O7L0Sw|rVOG6VN2MeZP
zMY@zQ>S+kyn9h}&p)TO(zKU#vQ&e0+qPuCDI<-Fdi_I)=A#R^%YR|JFIEvSDA;k)y
zd<t4xbsrxjwn_ra$Jk*Ph0_Og;JY*|beO)F4K?vxc*}R?9L96MAs`IM4?uv#K~cmA
zXLwXPJ<o$8x3Mcc&zp9z;h!(%U$#GLa00u5Fie{DI`&u9`AyYq1~qcBkSQ*P!F9h+
zZ`tvBo^|qlYq!ZNDn=W$aUV{rsur6v?i}r25jA;LqN1g4`Z}kiSEhBBg+G)qWiYJQ
z&g13%%TA&C=0)bO^uuz}rz*A{m}7<26*2A%?v>c4r-m_+gb#->sZC~sKZr%&yfEv|
z<9&LB({tyvNB1PvYb%fM^#L^<!=%X4|HIaI$8*{DZ#N`LvK5i7G71@qQ1*;6vLdpx
zw=@(&C=#+)l9iAhEh7=xnUP&tp{$<cynnxEzMens`@Zh$a_Rh@-_LlzkM}W#Q>us5
z{lbzyU4310@@vzuy>&zE@;%Q#ODPFH%eo;O8$2X$*bT@cKC*ASmcN-|%y4}9jb)UL
zEkjOWafiro&%rNFv)^=n{9RC^k+?JeNVOrrPgONEp}g-0XY`zB<%`?z3?-$HIrEcf
z!ZI|r*~I>&1(8~9RqPX9eo7&$;`;Yl4oZ*1P~bT>pFxpHVg@fUV)8Wr^Nj-(q`%6?
zDB;<03Bt|<aVO8y^*A9Mbqxw?Rty1M5YkVObctFPRPf;z5%B}ReK#MRuJWcSq$z{5
znSMVrA(3(_go#DwSGjXTJ@>@;(!1^t+9{SuteEFJX3iwbu*HA6$Fn!8Z%@?S<+Ojn
z<MNyeH`mg83<Az7Hn-9iuu-bGYta=?kuuP*(Cmw!jmgwfJNxsv($C`!J(s`z8P<wW
z<>X8?v>dxETy*z$ZL)cB=#=3#_g4n(rI$__&o$=V_?N{aPyRLGT8XHkt<$UaKF7JM
zo43yyb2n+v3OVV|9h(F22s@GVFLhVT-evZx7^u^TUbQ;opS$aDjI8pr`xA;)2@*%?
z9#r*=(!A-QR#-i@saZ73_k6%EFf>$H=Yrqv^NFTfuI0<zSn0^-LR#^f|EA4eW4O!1
z#mB-FlN@0m_weh_Bt8gWx>~B((y)Ib{Ns%-rqcekcG>PtG)*3gY8R+T2pC)6>(6U+
z6qbbzzp9rsW4WyXLc}}~N=!~nen0zu-=U8(ao0(Cai6p-0vj5|ojd^({8UJ~^&9PK
z8}D9teM&A!Y|g&yi-cx}^2@I;Y>j-c4Gm35_>@!09!%$OFz0e99@Abss=fBNeDm^_
z!qJAU8xN|6FUgK3nw2fAY-9)hJEPYK!{CQapEt%C6+#L$nZNGY>*>#&R4Tm4S3<d9
zSNf&zN>&Ylh3zuQ-4~r!rpv2e_jr|sqvx{F6<(3!l;$nhY)S5}r(SHD#so*tIy1jj
z-aaYhl_cj+7D^Wp=5IG|k~qsdeXPu&7qAKmTI-l#cQdfOEw|(K>mA|yvODW9iK#^m
z2#8wKR4qv-o>`^k{b*3_ty1_(6utIJ=8NstbYi?2N1dT+`ZfGn=xyJsbDl!?rGrP=
z*>9)6O&7`)@F}2k?4Dhw9rcuiU{#I^KEdZ`%D^i~_=_{cpt{`e&9ljI@57gw;%|M@
z4;-1jqdwN}f8o@Ye(no9BO#XKyfc1k3*q}*O7B0kzy8d}WA9U80md87e6E+X`q!R}
zyPb~a94j}UyS6jgulHgDePU5Y*^@tiK0f4<s4QmDepDIwF{t2!s&($UXI~TYrVR5A
zNM0+raTQ^->L?`tHmK1zjt>ghI@I_TFLO!AeW?5wJ3Z5zPrl;fvDW%;Smm`hN6MVE
z5KDBcqEXVrZb@1v8Rz@2Bxxs-&mNWdLMLDKKCw|xi93RIJxNMKv0HbcdbKM09*26;
z__?d`^cMQ7Ve-M_-F@usec#TQE2QpGTR*yYu&*kgSJV8$F|A9k*vaqfHQ(xwg|$0>
zd`l;FF+20PIrAsqRvU6G-1WHZZMWW?JzyWpRUU@pcq5Kpgw^q{oR*OB!>(y}TF0gi
zYLe|YZ~kLn-QlXoxWC#mD>pk{J^$?aT$`K!nCaf!xI273epW~>M`CI8XL3edL@aGJ
z*S=c!RU3I-ORAuNC#G*nQ_Gm+^Fm1t*AMBJgv9l0#C^RVXBZy$RekC?OAF^empSdI
ziCr1?!Ws5OW;VrFiY4UN_Io9U(nK`{I<Cfl@4jBli>(W};lr&liKne<N-WP6X(z%W
zYoojh*Y1|kKg@gG^U&ewSMJ{$ijp&xQ_sY8yh>UYyi6FciITeSQ~WWw^k?<mE;8YU
zLqA@<uG*Ei?y^noxXN2gs&@Cr`Dh-YGLE}XMg<M+S~}@MH)flnDfQELghnJY@Y9S(
z)>Q1J(&A1hk0|Ju4%{dE(hDAsXO91_ep+P6!jNtgjCm=n=HsHG>KDe8jP-_P_pONt
z8JoKaf7xMOYB>Gl$D!hvm!%gT-)nJGxLAFa6|eNh0nOuV8SVE94K*6O?0u!Phm&`w
z=YO86-#UNybb6CR<xq%isF{qClTgjUtGD*#w%*Um->X(dZ4@0-*HnCJ@#AerY7ujX
zUvE3V1Xc`wpV`(%E60P`qrrX8J!L6<0_mUbaV~%K`E&P=_G&x(lUH=EE#3Q$i2kx?
zeEe_v-aX36fL#46BK_^+2W*bn$mu)PInwv7eiojIEbB0}mmPNS%=_oTIcq+>{NbY#
zZCt4()0X)$_i!H1*B2Wf?$3=YI!TtRYdKk^`1(&j^)_K)x{W^#VU5FIx|{9j6l6*M
z1zr$}=`y#UF1XibBf(8M_%COZolRNOBK)55H}8QV&L<s5?OH88tj)rESx$1OMtsc%
zS?Bwo1x{<J`a9pgs2v~QE%Rsle(B#2)OsDuzXc&zH);oFo=UQ^b#c3+Z*i&*GHV75
zaU7crXjF|lNqzpy;dj%cb|;w@baNiO7rfi?noC$l^wnC>jaNUyZC<i9u~<w|>Y82a
zvalC7v!8qW73svI_Z$aqyff;hU=TNt6TZ4fE*DRb5KO(TT`(C*kOoK6?2l)T*ZfP1
zXVCgIsL!##vs`C4zsAo;|E6|*`8Rx3-b%}(zoa-d;;BHOd$NPl(?{lQGeS1Y?zYQ+
zM4wkkY;u^^&ez6i7JDW>)?ZE=vJcuOM}FIQC3f%pUj5TdVNV=N^gR}bnZ+|Gb-tAJ
zwEF!U(6G-My4rs9(GG=mNk3inqkMdv2!@ZFyRrLR>~=SgeUE3D<j;A1=B=RcH!U(U
zYx&JhW0$fml#=O$yJUUYfwZF2BNM-uOOgvzRCaK!vO1?vDIe{v^xz|kD}wbWccP-6
z+A^TuTH?H5&2Jqdk`;~mpP|*)4FFeKVgE0br^j-_bq4|hHH?i1UNkI_05Z%ljL(#j
ziis69=2BVQ<HAgdHZ`GTf}T+TGu3mY0~Dk?w~#DOD&Q)!sv{{J&SX@@>ULFng>vVL
zCh^}_vbXyMvl<1n`c<*wFSL6CJ55yd&o|m^n59@yRdDjvTKDni7I?W^f!zK^?v1>$
z5B<v#v+vutH*Rh|Twm{4Y~nqj78?J%&A;ZAz0cguBWHJ<52~6x+;ncI?5)R6T5OFZ
zpY|oiF-Z!EyQda9e}C@p)2x&&hUmvwYHC)w`N#kvuf&PPgeRftxqIzBq*a_`epOOE
z;36;TkR6Xqewtr>=iNX4O#DyxA|*w*3EOQp#uJ_fM>n2#k5jr|DOSDP(#&C5fA)TO
zX&jUN39*YAxu;cN>+y{~rjzCL#Dw^xqlX;7en0rSaeT-4F2x^WN51Z*kt~b4Y!10^
zj3-A3Tcg~}LG>>J4$?bS9K==|m8!^iwI0KTwGLheO-+5iGY`n`%uzW5Vq6?M{4b7}
z><nB7V*8OzY5K6%-bB;F?EL)jU3(e49U{(suqsCHR?YE3fli@NnTt`u<rAk;($ayM
z1?S`{-uL<Y0WH96=kS+TI5P>>{NF|EUVf_|KP7*#NdA!A8P(2ywzPJwIcJ}-_QR;L
zPd&S%G`Nsym2W~`r@(0PUVQlax!=n&bvN~b`o$(*(t<$D@l@lTw_$o7#}P84U_T+9
zCdY=M_U-BNldTzl)F~UjcHS;6V#$3)Z<I?ZCz#>mC)Cm(CdVVezt2d<+@G<K%XNkS
z`nz)=GO6GEyE^4}<hEs5$3}f^kzQB(N{T>lzq`S6=Aur~iU``eqE%HYt$rm-?@S|=
zM8G06i3;hv4hrlp>u`1UTV42R`s1y6jYdk6>WWrNiMS#BiZg63?-uZ2_`XNtlBKKB
zX*wN$veo?=3#sqUGJM|=&Yc}$bUu#8B#gdlaDiG<p>2rsc9pgI!zEGA(?mAQ_0_83
zt8hIhbKRa(we+TMsv-q$yN^;fzVmVpy{eDiF-i6;gyo|6*u(VVV%iwhae8~lp({c@
zVSers4amG<$<mpo9~J^b3C5@Ju?jA^21o1kBcm4#&skeo)QZMn!d?!#G+}?We*Fg9
z2J|>QC;2Ii4(k>N-jYR^v>=`!v?IMM6r@G$fX7dHxS~UzivJ7D&)R3C#^;&Tdaa=4
z-!F#XGbG}0wgJ_nyCsS92pvhmC6&gQU;fEIcxXuz=u-l8zJ`Vs*)bP&+ZBnHRz|)5
zD%1OGzGt~NR-I=ISU-2|`rzC^eLvtE7^}H$Zrjyo+ePOacS+>&?)lAN9UJ=>=Y5rf
zhxF7oGU<~4F04l=tNzUi_^c_XY7l*PbBKvQ$?69$|H(bs@+Zxr?)K)$4m+OX30|qc
zF#EVbvhD3rp=eDvHPu#4(x{9J8-!Oqti)j^;5fH{LBt3`vwwIDY%i!-^CKJ>GKS>(
zX?LLH%_%6b`VdObd9wLU`_Pc)`SWdYDW8(^o$3t-a9N(H#!_ALg%4r<hTE>=bV&b*
zV-M?xRb^kbkI08zyUwX{AD{rr#TIQo>(JnM@`}CFhwh=E()@k)YP9(wLJty}oBY?Q
zswxM>A2$mfk{aMk``FMBY+qRO7+#b1&e7BgzpEC{lk7IncY3cge5<rzyLNW=Vp%Qs
zcW0rb{<2fXInwecIiwPi;<em&Z53#a>w3VR#i1Kj2m7esw~$$WDcQ!Owf}n?qv09f
z%DY$f<<IL{j=WJ@d?+8hJyvK^qHOr}ry}$6!#QPE?U&9g^>6J_Uye|2e=aaCsBis;
z>z)RAx|!B)v9P;onsr0@7o+w!=2L1*nY8&D>er;RRZTh-8T|QC{JCP{iGAbe&q}gv
z9;(MMgsA@gMa@4nL8Sa@NnlHp^R5DT(!hSN@JPk3Y?`J9CToHIB8HgTkA|4?eJC0N
z+(Q$@M`A`_5wTcKpue8x&{bWNr?VZd2wzF+_mw(w%UH4h$zJls1sB>^_&tO_TS4W_
zvCpmNqNq-Ll)PR~JE!7nDHa<OQ-rtx2*<w6O%Omz?bdRkR?W@|zsGLp^MZQg+2ytN
z@^H0AuHLMOWKK?2aesc8KKN_XdU^6q868>c=w0!LR<3{j!Ep7cV|m<HUl!Pj-Bq~T
z@nt}Lp(6#eJi(slANLDZ9(`;v{K{=H?)C(eO}>*?#W8EaFXvy>?nT(4)%4)Ly6Np6
z2P38P+LHq&ONIz9BIL`pzzM7sxl6%F%z5NAn^E}LU~fWn+8&}mL-LrZMX5@ZJnScm
z@d0LY%*y(arc@B^qpRB$$K~P|UH+!+!;P~8t#!`);?9ZN5_N}_p1f#-CFG&@pa3>P
zOGKFULBDtkt{pulUM%oMk#0WnE;}bD1cs$se?Q-J?YkOVA&vX<ryl!QgUpuD@tWUJ
zv#;6asJV~GDkmN;5;+%=%pm`}#4P>Go%wyg-((i+cxA>sd6$2r%XR4WKZDhEPkHFE
z^W;ze5lB*)_j+t0r5CZ#NPgeRU*k@TX8WRAW1@HpjJ#-W^`~e)9le)aU1(_AVfbfb
z{Og7KJXE!mSN?Tteo_pvs0g|c(x?5VclN8C;JF!w6WTPgQxDyG-nD$~;GWK1^eC-C
zbS|tFfXJ(1e-)0cg<akVK-;of*NfNoW>4ag&_l?ez(*@A`kGin&B?)0?|V$pWoPgU
zjU+L8i=L^I0=o8{bo30=AP2hcO4b;F>Cpc(gmmT$-2l(9*tUa*@{oiqfy`5~xO$LD
z(Eh{w@`hxb2nU82+6GJq59?fR0rzMpB78c#y7u|3CktpOJ`pkb7XEY>D8571RILP>
zitI^m7{+1Rsw`}LrA_3>c>1~(t@I$f<r$`3QC#h&{R-D^?A>*_TgM|c{_!3b<%r+6
zlix7vjB@b|`|(|gB_CVRkv#J?z<iaOqAD`cuDaV_)Vt*R;k^v}sT#=*-x9@4x31<G
z6?Zk|JV>T~TbANw)*1HW@5^`GHU(`rx2t;$&UNY9H~Y7=9poA<AA51u|IwM6Gm(vr
z%HW$hZI0!e{*3b7`YG^s!t%rpePd$^gtLFO(OkF>y*>=ft2s7aTmNf>uKd1<qTux_
zN7+?4{n*>|+TT15_UeEJ7hTvbliQ?sZeyb3+$>P`;>PCMnUu?~uUGI1TxG*VCIOT6
z<m_bM&{F%J#m_glqWKES1MckJFAQH+xtc;a=NJAh@JT8^B~X^O=C5>Npj9k#%djMp
z1SlGe;Oabvrx)E;8r3cf)B4{_sw*K2_`*S^OgY)>cB=EnCHc`&GJaC#;4LFLjT?Nr
zyPpWXI{jt0=J9LXL+(cx_!!uq@W<_GM&q3I>zj<ZlkMElLe6K0A+L88Q?D+DdX_r>
zPEho882Y>>GthY0bn2~x`@QyYnV1u$fiIV$DW9wU=zLt3L{m~{^PNX}rGPbuo#x2d
zjYBL9#_SIUe>FI2&&H?2Juz$cx9DfqjZwzh5lpv^!t6`v^7X&mu5!+~ax>TPYT0)5
z;J$!?E)iF{B$}0MQ~LD+^(%{eTq?akS4^oB*j41@)tUQ5*E<f{P&HI~%o>zAn$&(C
zcJI)T9scleeJt|k1}E`*aUC7EDvnoT^|_0b3BsB8C6wvgBX?3Z=Udax7QN^D(BdH0
zfw;HK=ny2sKe#|HrDA55nrj%CjTGywyu42ym(MpEcRx&hKpjV;*;aCdc%g|jDpe^V
zqLHS}<T0FUZC@NSPZcud^arng^lk7>%y=2>C+s$|R!U;}k|s|~o%a~=Mz?xyzBBB)
zX40&czpzVlWqfAx@%-1)Q+FG3bIv%7cn$Zt9Sc^sBTgJXCxg4KH}3yDT)MQC;?PK+
z@5u0E?z_CYC~sPR(JE6MTe;!xzd^PqM5j#z8<Nw-&aeK)5GPK=nv%$6!qGL3L64X8
zWd7TU@9I0O%ldJurDmkwiY@1Sqs>uRQ<DUvn26<zR0`B8QPuSUhjM)ghGmyzgY8Aa
zxO4c~HxZ$4kEM1Z2?82@qV#b;yRfvxtfwWRMNLO{x5@IYgV=t)NzP-(LNTD|*-Vx@
zAbfb&jhu%h>fukvl=rQ)3hLDqZ;v1Cq)+8i=@dUXW@Itmm~CX!Qka(8YOcM<b(K%y
zs6cr6K5@4F^GY-d$8Iic`}uEuPe(g#oMxg_*G8Vwqe-nZmD_4hTt2oU=6c0Q+G%(}
zKsZoVExeunecHVh>o*y(se_m5F$X4FNohKr@T!93XF{QyL8)C#vyOO|o+Ls|&Rs3G
zD9D`_QXx+<6MgK-`P3>{p(phk+c6%}%4n_K{RLx?Zed_USibj6j{kf+k$L<!Ey-<c
zIF8unc;Txb4Yb-}1566rf*Ow6pTEtbijtepf4%OrBVTWJX3z>3O_L=i+7;u)l#ht>
z4YvtAUSS>*f5v|;waiOQie)yD8hHpX>qp16({3%h%T7g2&5ci*=Qmm0gPfQ@S|J>4
z(oFx3YU8iYN*{f%TT(G|*)L~v^$b@+Quo+$2}^GFva<9wrP&jL1|Oe@+CSTT-YBqO
zWcZI|l<~M{%-@${Wo;hc57dv++*jbH6r!!WcyVG+r?S60cTThQe9L&DS%=Y|#T?GW
zPuJv2RBDXlnlD$e{)`Zwc`azQ8u>4rjd5N>+!eNw#m?W11Q|nVt*1qOWZ9y+0t|FR
z`aDL-xBKkwRp9>_vFl$l!_$+WcuHYoMOYrf#-E0n8T7P}9$YKQJG|ih3EK=X%VF_7
zkUQ{jMB?whvXk-IROn<##((>GtC7F>c2Q+|W`-bmt3>noc<Y^eM<Al52jN|I3DcU?
zGTq!RG$s_J@8V)_kyBFsx-gJvPsyO>b%}p_utKMZtr5?O=_l$N9qIF0;cvyC&fV2l
z%e~!dQ97l@{Nf=0^$O2udp|DOC^(^TqNr}{cdYj^tjryFJZM(uUA@g>f&Bh1h2H+J
zRb@ZTlT=<TwlFWKk;&<QRex8o$8&Q`+QD~kfN|;-tqe8GiCQ1#D3kP+o4cR=o1z*X
zT8yw@9Rx*Teey4ExK^}N?~q;VTNB&bs!39D$j^Fr>rPr~@yLmpbIK)mOgIo77Zh~6
zhm7S2mW9)h6bynD<>cO!Q;YE;GaepBFFj`UKuSM-x}Wd4{O|WRC%^ReHWGW$_gGzT
z<qoZsU^X%fPj(s>mY-`Hr^5f^6@K|HBI2M>pQ6`(F_JY3-MXTRO4EZ^9<N#!f`WX2
zR>OQ%1eWGMG@H*-9pc?^WWPXS+om2OC&JC7VMp<#(<b!a+`jalR<;Gb)oQLL!7sXf
zXD1g7B_n&<Z<I5sT`0@)GVEtDufMLNZyF%XcEI0fdlVOS*!{{Vo#3l_2KP%}ogPnb
zs65#IP<?Bf<;d9p+u_$?EB|iP{Yu$j21BqSt63wDtLlBGy>NWVjWZhkVMo1xa8mFx
znV8gXzu~^lQp1o1mH<JyDJuGP?d~=@;e%q@@0D2Yf9Tb`u+08Ip1{ySsQ;FBonq%x
zBz0!ABYc&tA@Z;_ydF(?sW#a|Id<*Z1!6RbT<VJ#&hJnA?thGy5?3%%AuOcn^-qM9
z-Rn1KwZP9KXD$$!alfwbEG}0o{GB^Y*^p3`l$<PdUJ76g>qowc)c2nac7xZ@E<#ma
z&uxhn{vBMyirLp3orh~n4#eKG)ydEfT5;T$rV^G`{DQTr{j9Zl&ACqzr${tTdKB_5
zligfhS~^$Q!`b+qL?fj+b8dj_7FXzj*<2yfPM0GxDM#~J4y~=$4)PZx=5U6YsqIsW
z+V}lVKVD6QPD%Pwj4g1SZ+ww(t+(>fddzVR&gBAo@PQu<Z!+5bi&px1b8)Kg(^}Q=
zU%|uvzo|D-mTAFqo%Bwc{%j1A>u92*isBB<2Bh3vnLe2DPAbqX9I3Tefe}E>xc&9!
ziV-Z#B_<eEtPv^U43Yw%9bB%mRCl$fr=$<aYiGWE>Drby&KY<llq_IGbX2VE><926
z;gsI93EMYh{*dq6$9?8ZGI+8u-ZGxP*n05+`r=sbl{<$wZec4gbY9Tf{vQegf}Fu)
zI)#bI2awPdAz?;UyO=tpgfNGm%<Z@E#?K3gA28J_zr9#^b2IGl#>no1Md`*$PKK%s
zhH-Pbiw7m|-MeSDR#>2zEJS{_E#A-O64U86#!j=@ski41nt#o0HL)Lf`74xtaMa}k
zz5YB*fqt{f(o9R-*tVQ0Pr<8pB9ULNBu<X1m)G5ez+UhJ=PzH@GU&~D?HRz<<}pI$
zAs}FIESF_{hW!@JiSd-xJ0|jFWe=d{Qs^n#Q|4;yCNkkVKk{Zf%W1f1pom7Y)Rf1|
zu*gWIl728DnM(OKUI!?_gyQItBWB2z!BjZ<$&(pT{Y>c`ko0h`K%H6)kD4B)FE;MK
zSt(jaNSrP?x$RNCoMLOFpmf;C`*HI60re9qct3r8eFf{SM;c(pJ`WcDJkmJbmRiKC
zl52le&Tb<@iG2`OwJmtp;L`dFxW*Btz+1!r)^8HbDkQ=L?w8qcZe!%oY;G~4%1kTS
z%W94*NJU*eGdI^>*)a`U17Df}%1ot+C7`ebbLIQRD|5DIgV<74Lq9l8^Iudc`or~}
zZB^gmSmAiu$ffJ)e5vMosr_+LChrY~ZoN*ecR8&$zQ<*5dTpl!TyK{qT29YOT@~)j
zIpsNdt7+VI$Zt+su<D2K>y1S<!OAHPq|$=X@XP+Tv`Mrbz02o;5Md4yx0uIY*G=71
zpuWUV_~4>~GTH_>aGJL~5w-X_G3KEC5Ne`B2!=)|1>zG<JMgvIl`f*5ackm^rI__M
z;%9&hrs}zKJBd3;P_UpU<g0^Nv3-vqLMs}KM~J14V54ddUj)a%eplYk?s@;@DF%Ag
zJrRsZyHqzb8;QGo3u*u^6{a?YtR_qRbO5~G^}o-;0>6CyS5?K<+N_fA^PO+`1j?|k
zE8Z4m!^d&zXRt+uG+y_{N?EN3<4ab7<QQ%0KU^Qa(aJQrgoUL|yyjg9iRAbr>?O3U
zku2YL+ckaTQRj@tfj#y@bQd#ZOz)(XGc?WIQ<Qi1qNOZ78+IfV4&ZLExdtS$ng4mR
zuzYmS>$MraU?W<pi>fExIu?vh?DJ4$a+MKHZ#vtPcExaLBeCGzhX{*XB<YCjx@%<j
z_B=VXqr<}~_=4eE93(w-{(y4%O@y~%MIoZYH=G{jM$_ldyb=;|AbWP&d88CFH$@EH
zNrU{(-nG9@`@^}YOw)q8{}SmbmcFu7SEn#BF|iPIII;0Gf5@uBC#$^4QaD!k1f9!X
zGO{`cF$>{%(ikmT1_niYql9LGNm}YaCu6DSy-g(!e`%;f{w^Q)P3ryr=1rXHbK_O;
zp1a#Zb2390d6c!1-aed@9^AaL`mAyHVebdS8x!JpZbWXnJRNuh#3l?V=!>hvjvEZE
zvLZK+%^XxA+p{aGOR?u0?UWZw8ed^sdtRwg@6Me&r>Exgauumapo#%*!i(&<&it}B
z-;1ycVR4IPPk~M}9U?7|qL96I+K!joy679uGX3^%uk%Vf7D#XN@$+*XJ=(<g_SYNj
zu+mz|2zX%>T&d5v-DJ5K>LGK$w7>*#0@k9bdHm@GRhOMgPOs7`tD&3Q+S-Ea!v2p9
z!$>TMlK(C$PIZEBXIevyiN4R#AdBFlvR4^oZZZd-)9_mK`aM{Q^fWt`Uw_e?Mtjcr
z+M|}_mddb0NB8Xs41lM!kdaq!nbTotzok`btM&>t?r*Yc@Xn*y{FQOQHIh9(UvOc0
zVcI0Dy#q^SY;H~q(y(WAah}4RBtH@6h1~O;=g-rhJ-ZhWumk?pNbzGX%Ctm;hKUKX
zxal$dha|HJv8<h2^*SRM_uGInDI(%_aYdX8N#Hf<gOvCEGc%*VO?-`c^az<y=deBc
zE=#F;mzLAh(NXxU!&wj`Fj8)=&(f=h{;l5p7i=k3Mb0cc@|OER1WUcKcKArfdt<$j
ziaeT*5LbTsE;d>l|5f|ogd)Ehei4yqD2Wz87&jA+ub0Y`I&tCwEKRPgCXbvSRH5*T
zVE2qS4&aGx9-KKAaS}BWeC!Ys2phaF&km)0(_;mS1E$WyxHx4Pf8YaQNz)uW*aSmS
zLNopOvy*|Nnsvx?z=%ZlnaxRH9#AvNj6AFCIJozAG*<}T%Tx9EQBl2wJ_p6@4yY=^
zxh*cmfB)@6!P`@intBVSG5bH;d3)!VLkZwyFue^7?E=q}JI8T@efxJ~VXwNVF3C5W
zyrUr;-4oEN<g>+gEKbxu{506qBW-e@W&_^olikq%i~ce@7IU8qRmp&Bv%n|HP^*U8
zA+P);(ax^bz8CH%k<X5pm_&R_)N^y=O;LscY*?CV$b-agLrm-iJ-r}Ad-FuYK2;qm
zXFLZkkPHMZCmpQpaaGWM4_+{aj#E>JG#gy5MGuC3kG|#c@yox8BDyjJoMG7lNi$F^
zC5OXz6mq*p=jP_<9~KT>jJG^7P3He?<BSh23|A2dGzrJH1L5^I7(acMhXBgR<=b}7
zQ1_UmRF8h~I88mX=XtUxQ;yZm@-M;fRo>S2C}i~3EW#WdL<K6uDDM1y2;88w{M@C`
zzuS-mnuOSk=)}YUzPXkQ_bv04VKED+9KwKm>B`pD*=l)k3Y+@zLn=o2OA9QYO>VBk
zp%b4I3T}uxP^E<TGJUrp2P}neI4U{$OkVWUY?oL43#70C5RU)E7oZX}%PNg)he$ix
zZGG~3^`wy(lZ%TB-jUn)Mrx#yoWu!zp}cpfU30eQvcxa<%eKP^<s-hI!@s5Kie9<@
znK!q>H8Y`qpWr3Iw|F_O^_x4cjrfzcG^i~PKfG7j&L1$)VdusX%HdhXQZ*Ry;R-u=
zuX_c{>#nwhuf(j|kR=w&{jwpoPTW`Ar;bSx%otfi{;&vwvZUT&<|}+?^;wG*(N&sS
zSA=hJpOYaAs6(jLpzou7LCJw(yYFzR5L}z;&Gm<sMpu-hPFkApRB9~zaOGgvmg6RS
zbkn`a$io+Fv)c(rQ0VjE9W&eRQj=C$tIh)xyV2R%*~PO&h~L<lh?U^c>^cumPohpS
zeLU{mHoHu`zK0LL(d&goBP6ir$&>-73XNDo3*Y-|<-gjo8xZ%apGA~l%qRF=?p(kV
zsol77220}b;tee&!C2aZ2Tx@(&~VCuzJ)*p)Ar6T;3CJ1tv^p7$$~ZP%WqQiB`d|V
zBU~!3SzZ+HugVxIN6BBknx%hIWtZ`7qoJ2WVu@x^a9|*u;R-7sY(MU)7I1DL*?TmE
z-RUqB(~M{U+8GT6g+P6II?NELSy?sVJ*#hW?L&RNj*(F_AV9=0zj;yrgzDApZ?=qA
zeSA(SW<2~5#^~q#_+2)VJn-fn9DW>J--I|NT$QG*$&v#@E<UCvO7XbwAUU&&l1c@A
z{{U-s<voFCg_*+7eSMvgac&LXbX-+~zrMxqV~uX&@<&yrqp#m%prsJSrSd#KKZdw`
zRp>qxC5JNeM60ZUYM+H8lRZ*fPmjkR8VVhI``q2u69@Sj!hVCYqskC=H7|QKsL3)4
zm^sJK;o6&xwTwxcy#5$#!k{oZ*joHLLP9cO-Jy&>LNP=8*pVYs9;OKXebmWRD(_YN
z?BVObcAYv`ua2h<HNd|ut68v0Jv1cb;kIe0Je;MiiwrVRk!U?R<@Piax_5LA(@zr|
zqj1`NmUya}9ZhIu!IzQK$+`IDZQ$N4uoy)gJC+V0k<?&~K&hXt3Nd+?jz50zK-SER
z4X!i?byDSIWw*Ij5I%v3cvmtD+NqSKLrp`2|FaW9Nef9vXM-ptd*TG~)tEGPKE#{t
zC(O_9(ALyW%h2C;pkNoTPtIwYLwc~mXUWyemmHhLT_WUp@X})Mu>hJoO75C0y#0Mk
zy<+&=yXoC6P8=Yxsj>mry^xK2`4!~mh5=w%1icwG+#xWl{}A1@SM9n9-qzY7ttc)c
zk-`n;^+mvzv9;gtJzib+wbcHopx_z%&<7%M@0kU}3mL@as0_-T*-<_oj4CG&kTozk
zfK)pRLB|m)I>0mZqdf59RaH$#0&Xq=F({N83aqcrS)(!9d8SE|tbhJML>&v_+=}}?
z!8%pR`|+JgcvjvG4&Glr<pH&R+Jzdm)Fh}G3WgcZ<3O(ANF%~S&`K#|>7{VkmG%Ff
zz5MSZy!j_)cwXRPiE#xH!HxjREs@sj^73B3J1TX}J5{$~9^d=gfBiujB03J2o_%Ib
zFaVxDeX5<m!<C1IhQ{XFwdK$wtsU_Dr-Td#R{tr-uK1Jk+-(t|;BI{17iiI*u3#F|
zK^hUg3T1gip2Vs_2eKR4$TlA{!~BFpMkXapu(EL(R{#-X1r%X2Z)^@`#)w|=RWSQB
z?Oj7?Cqi*l?>`mAhr0-^Tx5{setJ+VQLJldXrOVfbKyvk@)5>N#X>s96ufr4e))6f
z?(kVZm%+0XQz(ugCEH}X?ABHd^IU`|(yh>i7pe@fYJf3byVg}$j`Ddu|8FmXrUo77
zblcdE9kY{t<Bb;SbZ(Vb-n_3%g3Qe`Fn+<<ZJ+IW@~oppI2)N@PiEPJsHn5>bs?%x
z{Mm3RAYL?Hd#y?t?OQQn3i*-yik$d87C0JBkFus8aUFe6j<UDD+WW1IMXBLm@EwA=
zRQzAn23)A{Jcn(K^~Cf3+A};MZpl_6pQ)tAZLq~CFAJ?JY$iy*+cEFM4G<C@p7rdR
zO<wjFUI+%@H=F>cYg6epp1ap9Pes@DIfx+<1S)@?qepEitovl}?JGxp*VWZg+?oAC
zS5I#dc8;s|rT96Rb)jfM@K(8WPg|RFclwfEF1<<=SjO|6ozkH_VayW7(dX#JZ(*cR
zc%*D+M09EAU_!G|oY*xcyi3!H71D^zC0O5~4!YAmWy5`v-67-LWdg<RL#2qa5s4>$
zS-O_ReTbp5`dVUZ8fz>SB@y@&iiYdx8LfZZK=wCKkpIbJW@S`(2tM-*%cdxiU$9h1
zc-yqcY@TNQhwL*09>i=LJ5aG&rcV}e_Hb8?$6bvhaIdvm%(s#QOtwh*)I=T{pt<z&
za__UfiVyz_=v$c^j%=~|&#L4*gxU-$Hki``xnfl)?1@fE(Zanl;+=vc{-UlfDi=a#
z-_+bZMg+a%azzZVUhao0MdkJ7Pzd>;NHi%G5O*AC<SVRxo8a_X#oU}-=5LeMi31b`
zQ%zeZ;?+$%Olpo-UvSm3K+q86G3Wz7Lc>5>Q-cc%%LFgoJ1~p`>_IGX5&Lfb!l`i*
zBx=?Zv<Ee{u%6$QGa+nb#J7tic=U$v(-p$-4by4oT;#v>@-7n4ImmV}ntG?{cPjkY
z3!7$ye>Q&lbSO%<&*kOdQuJcm87wFyhItMSm%DIoV-|B5L3)#0Df#I^-MHxJF+*lP
z*e}BjUz-k$2xFuJoD>yZfN2-PQBZ}Op=Y-K!Nj3L!xL?*tngDQ%!S<%a((!L!tYRo
z3-|FUt06YW+qZ9{ths<uqbU1F0EHOS!8?rT-t{Y=fSHO)iVMg)_74#YpqO!R);5Vz
zqC*%XD(s2hQ|;P6f$3-_O2|1o&!_s)1qBCZbU(v^{OVzRukAC@8982z7E5RD&o1x0
z)GPxS4hLnI>+TU4(SIk*=;x&pn|ET4z%nnE(Naz&eyb~2e+d&<S2O_>w(D3j_~qY3
zuMGmlgI65)sZ)LScZqBsyq@g>Jdt9pqOS<1iy^x|(ire=E$f;pXesvPc74PV2zdyR
z0I5x<RGP7Bc7iD!7xjzle;4JPz%<s<HgCW8{e$F(RBNY?^YimURlTf^N;_&yBMS=)
z^%K?BEe7uOd%a#_Vf7x_4qeIvO)I=Egtx-s_6NO&Btl0{`TjlvevGNM^sYk;uBby%
zlLMmn37=Y_mlF0{aoDqWZ(otcZcNNf7vht{rj~uNyU{&>h2G|I_D~Da9>WM8h|i7a
z$Db9iU$1W1r4+@5K4=~R$e|;9tr`EMoxJUt4zA9S{V2<D<MtC*KhmM_{)^~#95H3%
zagZmCj*eCr6dGQ+f?6^O@Jmthp0=A8Gug<9f*JF_7YIIqxVwg@X4E(hUicVLQ9+Xc
zC&s~o-%2kJ51faUF**a0YhO!<nuH;2SG@X!s9r>i6|-KnF<czlZ4Nz_h#(zP9N6|6
z3=otZDHJ|_+2uaXDkqK}4S}_0;Y=>RTbOv05(Vy(&pxh!oA7WZw4y)_DOn`%LK`=J
zDcKK29OiAr;o6;d=~J9gh8EvY0*Pi67k)-wM<+^OSM?zmd2!!;)vQG(t$ST|ERT2f
z;rcPmUtucx73sq5IQ+NOi(oSZUEi^H|9&Mp1>6(TQpIW1R8+W`<Mgw3-FkPG3FYNT
zWd!FNv&CLy7eoAWwy=jlZ+h11N$xaQ6+cW#`HXExNH<X3TVJm!BQwT>F@$}X-Ej!b
zKopmc#>J8&p$7Tg<}KL>cQ(#*i{x`LLiA=7SCQA;5c{>`D57zm!!hce2(u*m3#>2i
zK%;D4kOR^|w!(3zJ-m9Jro`Xhp9rYJ`f(VnjQRLcwXmqIVXuII07QiQYD~5C^tx|F
zZW`=Ogxdys><YI@-w#jpv_4shKqdmp!6{CzU^@@!A>1WRYIU`$L+}<*SAk^I8PhC8
zhwuMcZtfD(sxFStJ%Lx$<-e={{*f#8<X6+Ti$rS+wa<h2copEdh|W%WF-nRw&#|fY
z3|!s8;GpBmIy1HWsE9@)`?Ro-Q2Xqn$WPDHVhQ_VR7JZlxR@6i1YIqK66=v_mVQn4
z)&c!d(s!4=_L7s!<y`dDI3*}YWz7C($jbKqE59!nxJ!X^;pkG#($O$*v3_HlkJ|=O
z;|g|mGY|6b7g0$#c_;;(Q^qgrk&lwh;0m6NqM)Q)VN(08?%kk$n8dz2FAY2t^sjis
zWILb;TshWbiEMG-nxWho4M~?u-v8Jf$RrogPmhhgtM*wUqB7AY67vjud+Uf@JkcR2
zYpU`}ao~AdvRpm6t2JTpVfvBE9V*qku$&=hdf6*^fe9=(DXHRzZ>nBX?}Rz~Ej7W4
zyIw;+!HC~+SGFLoD8eeoE;n2hhv%b5blA@|1(NqVq~mex$jg(!0F!mNL771=A|hfU
zV6R{*HZ!gST4v^EB*s*qQL@f_VVM6YCPv%PP!&H9EhOuH$^)88bGL<cel-G1i{x^F
zCRbitYHZb^B)UA9Ss8nMTf?bd=9%Bg^tOi<Q~qrzscLA%$ZH>3JaFpNsV^wWq$P5{
z;Y-QHfXMiHVd3G~oZn5DPG(_BMmZa|s&MI2{BMLxsRC4DWhpyOL3#&+8ead6g@!Na
zdAOpRPL8fi!JLJ|AJmB`q9fb{w3$;<a`8W{2#yD3l((F(wa~l(+*kNod$ZQEtY2Ev
z69c&4s6f<U^xxLc6t0+)nktL7$1zf0PfztVQz^;)k1hHckKs1CTXYp~LM_(BGoFr?
zmUH_T<VcOIY#^2XSXOqn8vflql$4JJtLM*R_Fog#Vik?uvbK516lL%K(`T3#9zA~C
ztEH^gVoKxw>E?YSFPjC&fP`E{u)(<kRTf4@B@}bOCs~sR+vdAx*fb%pgkqEutaYd>
zeJww=I~t8S%sqVaL=|`a@b#sA;EDk53BRW>vk&<ac6N3|ZdKZObdm$w>o>w5?dk!A
z!o@`h*{jPo1-fo-B2NW5-B=Cp+<e=3<M49KwL>=+`G}_DYRy3kQaJCuLlE^_n1=dE
zr=Sji#6lVQt7s-=Hooo0oF@n=O*9M)-IEJ9q0sKdoen$5E2y&x(K4alhNqdnzos@F
zp){73_MdX{eRME(bYgb4nUMX-fae0n8d?U-01mjGDtyR>;sfU@u=kquIybHB(4e6~
zLFt6R9JAi>g8G+-jbPCe#(4Z`R#qS)#9nW$*`sPw(bQxW4;#16Kx>3)3%)4r+%EM5
zv2ZM_$Th#Ek~&~JL{OF$j^-;@XEzYauF7oOKHh!>*|Yy?P$r$qzmb-$WARB9zFs?q
zvTM_E6)mhAZs01z0U}$CNJD|RIvl~ehn-2HaB1G>^V%xkd&I?cEL?o?SJm8=Qp4bq
zn&O^l@tE4E=5geZ$E2ro6sqV>sbKzg@Zdp&msV`dK}5$C9uyc@WZ6W6DNmqIjwOPG
z9fn^gA={SyW??;zHeF6`t_9?@L`jMZ7L|PCbKP75pcH9ex%eQYc-_mvA+N{t-wF>h
z$1oofMg{ljiD>TURAy9OusSfP@hzQ&qPu>kD;G6y<ZKc874)bLU4g^p^ko<_A^s1m
zrsY9{G6o$u?sM;2;%+0_5t_kd;+O!ekDGmviH(xZiTYJC2?@ywT>pZv|6IW__U!rd
zD=5f_!xpc+ur;RGFu$|A+ZFRNF{hzV@a4qBYdk$nkXR7t3H?5h+m`R(RiW9vpB16M
z!3cZ`Z{z>Gk6?~L4YIJjJPu!xoy2$!8L|F1_G2Ly_5ZAq5<(P8fn>E_ZVZgB3Y$5l
zn8)-6EQJpesP8`*ngmNJ0<g!SWf~*<lb_63M`yIO`yEayR2!3kGww*L_+-3TMhfBs
zbn$w648ZmQ{{tCn#;<5WR|BJFTx{3W-6o(ZG&^x#Pp=-{CPc0>v4QgSijf!v5}k&x
zZ>2s%DN95hJtHG}M>#92r#;`pefaPTA=)eUTXpO%FlpX@V}2(DW5H6U;H)x**XMp=
zB7IwK?B=$Jt~`ZX?Qv?)Z16>XT`Cg1#Usa$AHGo5GL6)D8eH_YwmChz61yAz)8n1?
z{E-TX6&-D|2eT6tgbS;yyrQBpsAut=6LFiRhG;e(aD~7M1BX5tB_$8M1EENvCij{H
zM*tpI04eY+Kt1d1O0iWH5wwYA_~-9mANN|$rt{q+K+!Sjw*b#{>=(&t2K<wX*HwV4
ztk6JJqZLJ@+0GhMX1GWi3udRKz4^J2EX{%p^M<4@(lO%!;!J|T9n`qmit)!rK_?Y)
zrJ-On?b2_tt@$}r({IoD7pQ+2gTNJtK}kqSlZCcfRg?EmWBX9yjKhydaS@8!v+!+e
z!a=^xxPWa^BTJ`Z>v8iqhzzlN2h2{e#WrIt#I;zVNk&2T(+LGFqPu~I<D+A`7$@m*
z3>(1o^21GawAd&$iTp4EmSbF|s3BL0LR>~cD~UhC5Z?h#1cI?w-`Hi>h(XmL{t}lX
zFO=4I-pHz|emv4TAadW{W#^yv$Q$obi=4D{xp0IIEB1o6_BYW{Qp#9c+<Bmxq7m}T
z%kJRCK!e}l1>toJKJ!|2CG*@{Pf4KDpcr_jLtBYQ)y#Gye+2vqLnDvjODsdvUj{1N
zcmvpA>^>mh*3%P<VFXMyP($MdMcA{?M&2e%1S|&&5n=>GODm!%vMdM*byikZ!8)47
z|JH~Cv8nyr;`Ha2SFIYRHaO%6NjnTi9@`gG)R(rv+@}#~flWzXL*#Y;w_Fr`+IHAL
zw1^L@18U2){N`;j5Y~@$V}G1uXHd1i$0G)xRD_Hb_cKcF!QAd+@LH+|%m$77f?>}E
zyaoVJmbmC@NPZa8zS^Q9xebf7?OBiDtZ?Svh8s?bQ5T=L^IX<662OSCrx38pD<E*~
z;$&8#!_rrO9EZsC{aIOyV3KWO4!w2w1F#uK@l=@=74ab3VnE!7S0!Tg$@v-}{t3On
zaY*~K!14kojRgEmFsU(k-~qG_nDD+@?mpQE^{yTR=LT-9|Aft**tM@GzY7u34yd#%
zmGjO8Q<{q<Tq?17*po-Tf|}wW>`;kv9y@JGv6nRL!T{k!uw*)rC=tky_2siPVP4#4
z{Pz(S)9RnqAxmK#NA1nymvwa&)=F~XDiwJpyY(}kmcOu(cQs5Je2Mv5@bwKtLqmAY
z%oSg{cC(=^;lS!+<~nfdEC^M};M@)I@9D|N1G|p9B{M6_rz?FKJQxU4a`kyUS8;{!
z(xxN41aSGI_EsnBC)t^vy(>00R!Lu<5jO{(DST#^2_WVVfeJed1Z>OtK?ypWueU$P
zc}cnJ@gu3u%__ViOg9Q&KRZJ^dAGa;s%)IN3n(yLK+xT1dmoc2+y*(%p3OgBIY{WX
z0jmR6q@kw%rt8?z0rJ)!luL;cE&+d+CbfuXK<!)P{Ov3pZ_Xc!!8>zMKf5(HHny8f
zqSZq$@a#8_T9t&BAQ*I1DvKYWaQE==$?F_4aBk(gKj1T&RE_iWon4U-Iz5E6)(F<}
z^Y8>sO-*Uf=89d!-@*F;S^YLj3QE2*tAHf{2t@Fjxw$!RB+A2Qes~N{`&|)Bc*xbn
zXX2Xt@++dWs|#Y<%p|Pe|Aae3T1JM20lgXkBpj33FJFGSBeFz6v@96+<gT?XzptnV
z%#7>_VPy@Cs|dv@DGlEk-5?obj&6F7r3uJ~-?TaoxmuCFN^@_(fyU(t`d*=1U!TJ(
zb8#-fQy3_ehw?<~w;ps^T3GlNar)N?zSXe@4Oscus31ho=yF%oEo|XWk?{TftS9Eq
z44=2<$45s&Zy@f6$lnc5Mh3ttXr@;m%{wE^z*4h2RHVo>OUEZm7lYyRITzo#PK$|(
ze#7j^<5%|^*VcQ?b%fgk-ny|$={a^uNhXZ;3rim0bO+kZE+aE+KM-vl8mg|M;*v$~
zZJ+;%yq<`+eC0H(NjUmSi969tIC(04{psl-*8igWE66HoY398qGS#=;R0q)35Y{h*
z$5F6U5E~gD^n$VR507qUB0Lrvz0Bv&?eemPQ=R_-RfD;gI*Lu;;0sTpJ4r0mkcvvs
z58&I5pU&1=O)eu(6tCjk4x|xl>fOt)xW%=P#hi<fT;*v!>avqC0r?9i_2lCZG6tyJ
zfE}TV_j9&NesfUT2Ua3N9$J(<kph5MQK4WL_2MpiP)V-t?8p|%0aQH;HzJ}&lS)0p
z%g7STsyLJEue~ce!mWZJfR%nZvuc;t5F=m)!|Ow<-Yb39_)x{K#?TU1FUm`G|7uF(
zvavtOgkY=NsJhUv!<;^1o}YJK3|A`JNaADx;EP=#l=`z;Zlt=8<){jcVunkv{WUZm
zWC6~tne&OX^s1V~4A9cbN=Hvm5z~|h4Sl8dj3AFWX4zNo0#MVPZxoM930pYh)i5!N
z<qAPHjO#iM`AI(dBJ<bt&wuIbYXYEytXMNZa_4;Kvh{@z&V+2JcZmY;@ZBZ5PyA99
z1ZMBAVQ>kE8bxqpgM1Vh&@A{(9%@r)@P2kaz&&CSM~eR1`0<;k@`QjIWI@&@k9&Qw
zEl&y{VGL1W<zRPQTtPqcKPNG>FB*uM&6&U7X_4AzK%>yUvzYlXV8Lm~Q6BL#G#hAL
z?Zgol`=5V1HPx&)rSyMKYA(O*|9Ot-oy|#A-1SlIHtv4aFJI~`c0J=ZyXc6H>EfkJ
zr=C?f4Zk+2{PD7xn7fca7`pk-ACHmI<M)tDWevA0*Y+=mx8{S3Bi28Od{#!$7lnQl
zmF|)8i3!T-1HQCFlTs^G1Sgl##GRT5SACGX8GQFH6+OKIx){_k$w{fZ?}dhPz&;t*
zFAmqBn0{9=DHA?nF);=i85vZswsv+`ehpM$Bk%v@zQYObP(<_tIt&6(M7jHp)$PdU
z2&w9SHAB<;F;Bl?xgP7GTY7$@bMpUZR#jE0k;uya7nCTtvkz_eDHuXZ@PDz1mOhCP
zZ4vI)+u)z;7#m9!xDB>maxtp*76M$hfjP|tf@4`0CE#SmiOJ}rM~}Aa`X9dbrK1B|
zjmT3Z&^~!phVYBj-%;9tp>XQPh6HY4G%iSVx$AaCX#F}ta^Bduj-dl8Pu8DyLQy+*
zr-tl*cQe#0=xyPDnMYOp0@VjK#o!GQAQglO$MwJCvBtjBS=LDEto<jgZ|cMCHRutW
zyKNIJvwFyW>S5k5!!c)ZQetw4s_!BK!4}|*x{oiU7n5=jTp|w3{1UCWDossto46H=
z3?w{%#5FV=o}Ssl7kB?Y1p~i<tcnUb9Fv~ngd1CrH*-g{2?8AB@a<sG092~)UWxr;
z5F4$NEES1(WcZQL0dUR-piJ2rN)MkdqKx+ZX{bLe`@b5O&-YsVPD*5d5a8nr11P%C
zKfL8>Fh(?Y=x0g{^MkD>E`c<Q0y7<9PZ>>LGWuTe2n&Dl2uz8NeuoCIX7S3EfGt}`
zM_4fJPSR9@Qz05<PP@RA&pReRy^*d7`aXAKmB_2ZaD4SvJ=CS|9LrW`;u-1b$4e)x
zZo6uRG1pztlKwEfwNhrzExrEd55csEfWk2*WN?J6^zsX{?I>=Slq+(JrW(3CLisRS
zK=VecHy}}m1&0AUVZ-g}x_IxBy}!%rJ*e$=IM05$fnI6rPlL=NIBOJB>1StJ?N9qB
zx&^wK4&VYYsJ*fIqI<AT+x8vWC0brhZyT#*UL1^Q2oSWsWgha@K%6NY#<Rd^WHZ`<
zfsa*ICe~G<ApoNT7Y2ZC%dY3TnVFgQ*Pi5LlQ>p;@5$4%Pf1dPD=?wc1Zf8&DtvNe
zD-(JGHX)&+p4o(i1n`CxVWHF3HnL)ju_pXXIF}g|i3i(;Ni;dJ;;|aed>0~-Gee^Q
zM(vdo2c#rUe~tpz1e^@``1Crwl5>*j1|>Y3USC)D1H59;GBSztrn)6T;6eBje|r}U
zk-$|{<M2s}?7JSs=N!dVk;m?&IHTG7i?8elX0@Xjn`2c}IYRkDtP^4tI~LL_JcN`3
z<eYe5WT-@3{2Za&Blgbw;m^vht%_<Z1fJgSSQQS0<^gQ}Y#PU~eb8|<z#acmwRh2O
z>#0lNGkic5PxJ~<xEz>|DJdf}(n?gxf~gQ4Jw5QPj~Hx*goZx3_x#XKbQMSV`BAV1
zq65Qnu6}x`%Q^i>i`CKtK~kjz+_`AqjU9*oFTUrC6RUKjNEt`t1wKbX1Az?@|0w`l
z4G1m)nqUsX2C5H41&eR@9ydF2fVhyAmTP>N=KknK?10*v3MlN4ucgHL-{+GE1;zp@
zWDG@Wx*cMhEO86Hv}m9V4GY`dd1-(-umw{ZI08@uufy^`<vvA)76lc2O;4mxz{59a
zaKY=t>=|YJCrok-x+axE)5sFL>^@iuR~S~i>z3aCBNhB|KZ?*Quj2$RZ5(-Rpq%>F
zf72@|Y!U&|U_wt2KLXgCf0p)q>Fj*Z87UQ@m&?t`c?VRW$o1B3la_z;w+Mq2LTZf^
z-b3BGH&HL3;I_23_VXam0`2?1?Wtj_IlJmH#P8sbNf$O?Mo9^wDL^}*2u78Gmc8u#
zvPB~(QE-O>-68&9V!p!Iv|@d%tE<@k(b=>*vlB4Xf_q!0Rzhfwz5AZ1b-PYFMuvSy
zLX4ugz}F36qd0Al{q!j*`aGzP9(=wtmbTID!|f=U6p?cwdl8qAGjJSApF=89s5<te
zb?4)Y{hf)?0?f*UK*!+Gc+xrhcY()2S}36fN4N9hcNHWF1AXF=k{ZYzj2TlHfLR%a
zzZg42R_!I@-6T(3dVdHSu$h|^QgW-hMy{C$)UT;v4$x%Dq_?T;T)jHh5Gmp@(`g>^
z{cgDrI}t<&6Piqn3Jqks3kn3WjX~$Q-4pu^9}WGI(9NyuWoJK(UF!9{a*_$<`v~we
z%z80BiI?(usUIZnS6mJ;A9gpM1NRqTTQybHJ%kI3bSZmBY+bxM56TdtfM8_FhRa`e
zM_Rj0&~g$g6dW?CIypfm4*pX2`hBPc`l1O7b>ih<Oz&$jhFcT}+8d~4)+m~nc~FAJ
zi#rkia?XJp$$W6L&?9sklEAvzF+af~A;_$lGfK7_T5rQ(9b>OII0q!KBvI=dySFP~
z%6ijyFY|8}g}$z?K#<IUz5fj93+WtG(o8!~v3}(l<TmhiIU_AG$uXHUPMU2v`eV2@
zg&6bu9Lo07$=4IXH?zOh*%A?&<85i@h)&(a#9x!l=rV>fAR*#xgJh1Ng&{Hnr-%h>
z-y|HVkAz~li1fY?tXY2k`xqGD<J5c^Wf9cetC`UbkOut|n}9&eY`&OQ1t&%a7y<E$
zi9N<t&HS^yl!4=<Mv0{s@jl>Nd4Vvh!FLr@tq6BO0_lVEEi?1%a=St_j|OT}9r(VZ
zHfU8b-`Oxp1JVw-TSRwKS^0#RBpp6OkhyTqf~e@X8Pd{$7Mh8f8Q(d^vVaLdYnsI2
zaHuqt!y-^M>k8^c6w5nN;}GME!j^!s9gshaPELydc-v-}&wz%)RDm%ic9e8}DkG9`
zHzTa!|I0FB%w20@a?<V1E=KP`NmVWMUM$q+)6<};At+~ZIY7!7z^k%~3OgE6+?P22
zQ9%$YADGw0wxQtj*=%w=g8nY8%Z_+JadCoLi31L}EDsmg_e3POn4dU6Ff%cO0@>4|
z$e_BC?N$d%&c$QF{+j5k@SzY0cw^}LkTYwT5tucwo1goO3byHLtch6ONECVv=%xtf
zt%yhmU#)C*VbLxU5{&$|Oyzhcg`unh8cBq8f4Bn1!FB)vXyq~8$7~fH4cLtf9}gAW
z#v~sdrt>8mY;iy=#Cio{amp!eIZ!j32u4K+XvjekE5s231as3}o39_nQ2mW#+5W1Q
z$6P9yyi+qUcn<lmOpZTEpal=1wG|B6QyUABHxG3i;5>re>r>67uhuMOMVYlD#HB>Z
zD%I=sr0#D37MQqrMwcD5r0(O=yLRuU1s4#^MC?RXYALOPic^7kSlmG9aIwIe2Lu4<
zFA!5tR4=(T<eVDT*1V{tc%T}<k<U)H0|OxBf#Spgx=nPZG!p2yO$!@_hi~@Uzejt5
z=M{3BP>(DS*UGE#ITgS*zu0`7*dGP2*X+>q2z@UC=nEtR;S;eB9#9dJB8iSPx2Mk<
zdwUJOyPg8QrvV@SIp=)EU3DH#JV?wJoXCSD8I_exci!B>5Ls;s&T)ui28k|RCr2?;
zg<nFj?vqt9-wWBoo~ntbJ+tWP3QlR@%@UZ3qd<`i5J(`<`%!f{j%U{`^!M1D#C)Q%
zva(unB(Xga(Cs@0&fG3lU0r%C7z<WqQHI2ubAL{PpA6a?FL50ri)#Lb`YP@O+&iE_
zaPsllf2uvdlYBKYG?YM?5j(!W#&oW-QaT0wCh%P<02#iYj(TgVK}X-pEjeP)zqGvU
z5t6jz1UVVlfK((%ugR^tEs}}=7{W}h*jzXsJPAQ|w=Dq`8r3YC7}da(l;OJ%_HDDa
zoJSfNij|*Bh^C+b<L9?;joJv>hz9<U{!4V1;JEl+?YypTU~R1o7UVltdns4bD(<A-
zpPpz-Fv;6`F&K>rD=+|*?ZC~K+9-B^He2e&eSu<$fYzOcs+YdTh(b*AgIlq+R)dH3
zKhzg0h4$rI(?YL6&(ncgg0WR3MaLgXF}_<;+MyCf0N2&ki2!I;Fa29~kA1QvLd*?*
zZTMK|-LPjf{|5+pq|Z8K956UC6qeAlI79DIp8W6I{+o?piA=w00WS=O0ZRub7yl2}
zWAH*?!1nJGIC1O#n|F;|6M?|`Am%atw3nd1i3dGwX$~zK{BKznp%gD)3yMl*p`xmT
zUnRaGi^<j`xb;p|8{J~vgO^rnC~da)W5vX)D<48b_LA)f<A{)pV{2lbNg<*9$@Yz?
znAnvW;VADpuZ3{t8-l&@Cv?T#7W*QJ;{D7S)~dlXsV{B<wZ!9<18qiy?4MEy)tf-=
z#`tj*1z&CjWDq(EG4NneI}rA*$E)Xez`rvKRI=IJ<4GapF0)p^W2BJFJAmQGp;NAw
z2E3lxU9T`5f=W@TlxNuaSR}yd7XbayXoGZi8nvObTZ_ht+hwS78(Ufw0ED@Y!xHK`
zX=#l*j~o5nmGHev(UQI_GV<E*QHSW{wEDg&b{v!h3gA`WgGB(SUl~KHHkx<;%dyvm
zP=5cPgtyzZ)W^rF`D#6Qe!X6I1UTX|a(j1>wBE&wbVU7!1s?Wc^mbnoi`Jvgs3yx#
ziKn7*c0EW)Q1kJr(4X9?aY7DVEWUC!Gzpk9P#E?m-oJRhE#7&e7!riY@>Pu9fpJ`g
zgo_wW5l$W@CBKJF8=z@ID}oWnPhWMO=px@`I~4UIKmOk5M$F1iv|<o`wGtg70i;R~
zVJn#YwY>9_Ldt;XwSn3}i-&^vEed+2>sz$yC+I-4=|%B~HrE2b%7WwkyEhJEoT2GT
z>7wu?g&5l$|A<hQ4R8MPA|_w(JFeIfubGX2_Nu|5+_-c2)Q0(<21^I+>wCn_=>Xb|
zWBNORmOyfh{<ExeL2Z1C715HW9bB=>3}p)r3W~x!9)<=uGd&eZHBY=TfH^PRZl8jD
zfY;$|;y5i^WSGx-w2)hc1|YhzTZ`y`_gFZ_W?_U(TuWy2(dPPUG3;tTt9u_3Vt4eP
zFHYIKk7m~eW4QhO+}Rh80Xn8ecW_Zp&(|g>`v7`hyV55B4Z$=gmI@0C3ufmev=pQO
zywO^KmdK5x%D6}EVr~~}$lYs5;)c<U-PN%lE(WMVCp|$82TrYD_8@s|nch}1IgYCA
z4B$j!(1>aO{?nq{>fjp-ZHF_MN#;g(qz~r562(pT>61G89|9c5K$v#cnf5+8^g;yn
zB1@+Uk$m+E`tu^+LW~Wpna-gwDO|uj*v8g&y6k;&WaNI_0oLf43L0S2`QM#WuN$)(
zPdfKHk)=b>1;B>9hYuDVAAc%u0kCR3STF$0h?BQh=41P>1|G5<0BvC#=n6p`Zfl$k
zzvL_HNHPMt?8bqPVHzk59VN(_t<6_<g6Gh(hY!h^SBgMX4B%2Bx;bNyE?rbSK=$kX
zR|l0aNy1+BxaRgPkkJ*&9@ohvuN_2cIc5X0h<ipt>UYdE{zq?b0@riC{{3g)vW-Eu
z>@q|4B`x-SH-<=yWKa7>rL5Vr4WY$Qc15(Oq7YKq5-n08Nh(<))&0D_oH@U9j+r^X
z|KtAO=kXY4%$WN2`Mj6wdTke_e%Mj9_#On?)!yIB;1-=nY;dY!!j<)PHW~cVgVK}E
zf{r`k?em09ZBqvB-!V2WF79Sh(s95;xv`Pt;gMLi>L>`sQlcJ)4Qo#&1=un!L$Cj=
zoz5Hg9C_0jgD#ez)CxXkOGWF0&1eTCL-7kwi+lL%X>%!bvl$a*nP7)-&E`z3_4ivL
z_l^LDNfZS7);GJN)-Qo#X;j{&*VayQ-!2FgZQ+Q>u9r@&x1Tw)8Ps#YVt=rM$0hq0
zAIn|q^DvDj6j#o>8)JTTRX~H|4-c}t{qt|i`>|Fd!(>GK=aU|vJx@-zZbYpp<J=KU
z$_T#~<A!~{dp<tl_U(n>5ws5g__5W-O<cA2{951ri-AHYY7d{!=~mp`*UZ0~)Xw^I
zY_F&7Ns7ImWWB6LMF3g3Afxm`&4*h%n%$&(RH4vb#1U#@8251AL5-hlbik(@n&sjt
z=|G5ld;(vj4JUy@lG=&n+0QE8yL-3Q!}eQ3>v=ZYIPwaoHv*%s2yTHX06Myz4Xfuy
zxU)dJ%$V7!XIcZNWaZg)xo5}x<dIP4x5JAEdG>9+Lv@*P4R@1Y4GpJGo_za!d6aj;
z<k6EF?V5FFwv0`;=3-+k;o#RLLN}ri03?GV=pX%X-bR15rcIkNQK3E;H+unP+JVg{
zz2;A+1K7=^WTu8-AvTRtO49octr_h`f0txtE1p^Gr?z3rk7KBiq2_Xj{_5&?uu13$
zOJscKL8+vL-+n#2{CUdqfs^+4JaXZ}9`5>~M*UScByIs+rcjh;KvQ*|Q+LayuzE>b
zA@%sVfy1!X#FB9pHT0@0aSa!By-qyTWxR6W;}yQ<ciqP!yKRE?flF+9_a8H?;@hbP
zPL@D&fJBBgMeVs1zxO<pMvImNQDgHPg0-XedgHSv2Cnsx4!UR0XWZ^r76h&g4u04Y
z`i)q!S1*S?IQjBE<tRMl4pP0hv>0Dw{>Y5lTP7aM0s32#9%3d@BOh-ZpgEII4j1#w
ztXZ|T8yVXi{q^UALu|UW)VHk0XfC9l)__`*yWO8N&1_xY>*k>|fl6T0C0`tM$)fDo
zjk(s|A-&hy)b~X3Hvaw$%Xjn6o;pQKam~cUr(kl;-;~!<s}KGBvh(Z!{hQEVVbAtV
za?@E%7X*|i%qLDK2CauR5AmVa#mh(+yS3nF9SCq*?=92IN|h&w2mw{?qgkyeRjo7T
zEU&nG(KqzU{LAK{k*yOQtK)Q_Euf}sR;|l=epI&`R5~k(n+nf%Ya=~Amr$Dz2Ur~7
zC02Cv;IQ#g=ihgM_=9A)o0c|l#E5EK6@Wgts5G({42eg^N4Eh9!b-`%f1>}gdwy2E
zm+M#!@*k+83}3x-uI|(xg9i+-JsO(Rf#qT>_z0@f8ImkV=)2DAm&d5$IgJktG;KjQ
zwRFItzWL8|_HdA1fS{u5Lk{yhS~2?WA6m9_nCktyn<eth$$S*F-2vMUmOR|QxP!*}
zan$k*YH2>cpI1>(|9-!q^dU2~angq`@}u5lxHQg?=2)^#IJQT<iCF!)^*pQ#l$+!C
zJUDaj<H~VOYSJu$1fVB!L#Tq9@*p~Dy3l5w92(tu_;4&RJ9@regWs(jKPcezX-$(K
z9E>R4zp^_ge?47I&GGP0g0BF|1kULRd31Ph%bK0t2V6PNZ|{*T;>Q_E@zKz+oHjTA
z{<LBHU??(GEtW6eBg{fRvTL71r*#)xeC&t8a2b{HJzb;KUH9$Z|J5Hdu+ukALR&5C
zaHhEj&&^MyT!)?CZn5P?>{y{Xwzcow?%3_d6H#4Qf)4Q}Vy!hZ!oONW79F-Z8xXLc
z4!b7>Luh=cMOH5Z`^SrZnLK%W&GGG>nLB0HpniS7BIi7<Ux+RdpUCaow_QHwK7*$U
z{msXx7j5e@)KK@p$p`r%*IHS1?19GcQ@@IgP0USeiU<+Bgwdpi;W*8izb<4A%O-#r
zN3p<V<1$rmAi_qZcA}d(bH=9KUf^^P8<@)W1wT!-tj!UtHqFQH=+Wv2Cky4y`K9Vm
zZ4?CTfr#x_zc}lhzM0)QqPNYI{_kC#55IWv!tmid`f~m~g<P<1>$O+r&*!)i>)ctR
znCR3nY63*UUh^!X_8}NgMOI+_rL3fX?a=?3k<)(Umsd(kOZ!h4J>plKGu!15|7Tv#
z<m5})ediywyikYod-12Y&-IC(78X~v$Ejnf1=7($&LYC}YT0Wmf#RH!G#^AEt)qEo
zU0ttm8m3!cZPK36=wJkddH9f00Q&fCm}QTTy6--cD=s4Yt4oS55AJHeFmL+o_?u2f
zFX&Zndk#*1zw#?~BWr5lz>!UAGQgsS9J#3`k}w710Q1_uhED=F|F$dhpR%;<bV4ZF
zxltYkEt{ED+P==lz40Fp#wMUT$V=!Q^9*L|85&>hT+=#x<6jgNB~vDW4|HG>Bj@AI
zWlmi=_~av@*T!CV8>Cni$$-9I<LkB`#Y+NGqr%#u<Me@hc23}eTGURRyLG!>urbk7
ztc6?w98Mjdf7x<W#v_l_(`!vZ)0GR7<3z@G_*g~qAD^ef4viPF5G7)5ojMi^MrLRW
zJcX3ug-jVB%js3=z)=(Ke0cwU5s#h@f}?{G=OxdAqFOK#fD%0X<<V^iXvb)v#GgQC
zDYm8tN7|dh@S>i;Lsm=)K)+1=*N=~}h!qm|#ztdpT;?2D%aJ2vckLvIuQNFXCl0$D
zLf&@(>DyKe1bdjSauLweCG`IC;3&sXt{kwQO#>QR7%xaPt0@Opd)F_0J@l>XQT;0N
z2lCuzt{Q#n*9%D6NVB@kodn2U5_a}gpC7%N?ng5L{0FJYvwX&Tm;M|V8#Vs&V8^p3
z9H-6?*5hIteJ14|z856ksL#%xJ=<|y&1rWA6ZeGF5Ab#LoH>tn#Wx+(bPaFQtExPv
zszwLk=FCV3X{ES(wfkk2#BK=N(S&RUiPd`s{DCRY23Xh8&u_neuO(O3)sjh`h&V6K
zzp}2hSNMI@HzZjAH2}dNsN#Iluzpq-Q8RUEGd?4+dmB7gH2G7wYhlhDcO^8DT=OE-
zd7YF>MGvdOzJK$f3>jM4hjfeb%wE`)sMbQ`sn@QrPF-8is?7-D0fZHOc+O}Vi=8G<
z^`}!^>sALB?8FU3l>oYE^<;Lv#&zq8kQa%;{6U@unOn$u0p#d)1flrhlN+pClkD~6
z$(tVrfYu=i;{1k;&%0Doe|uM)HZn=7^GFPjaqDU|!1QA8bji=}+4k@Y)GWrVUpPLU
zfOt_-?(aFb-|HbeX!-`l3XdtOE{+o)5o)TcpW3%;*BamrYSt4MFYXonUis44Y?@vD
z#BRW&TogP%&e`p_K3VZNbZDsSDJyFix$o;T0W&o?5J$<_Gbsx~(;-zBP(-48b3D7Q
zqGpZGbR8rZRs-rtrI>gXVKigL2rMvwDO9C4=u4%zzChbenJx*3Tmbc`SZvHn|13a5
zE?i-%a8;~?HPZPoG=3eAy_N_V<*^GW216Q7*1OIidmbF1#=@-V)pA7AZ%zKSVSIM9
z-PXrE3Yaw8@ZLMy4|DInm9z8*z+~3N5Ve&$3JecnB0pQxF}n$Tr{)ylHb-OLZKn@E
zzBqJcR`*s(Lu*I+?Lxp~Zy!=ni4v>YBa-_ip<ifNRI@p!PWa@|7If3m@dgTYl>ngN
zDHuD`mqdRHtWb4)*-@42N-D=q?OikiY%=C|N;doT)8~S7;csvC_>^E&8SB=tjkab8
zI(U%qpy1%ZrFV~RsT<PYGNhR+M&*JQO`1HN;qYSov+xOfHUKI`HO_O=Os(a7@|}k-
zOJ&UG2d55b-`TvfLz#j**^%%$Ft=l}S*&%NF_K9!w6e^kSIie{pu4i0(_C@_1Dn^c
z1+mSUcitv1snoIEn-z>MVUfT%1*{92dc~&xXeK^V<xn+zRe2VczF1+_@0WsAN4ulu
z0So3}2#xU`%<O`03n|s48%IS}YIvjeC^T*59}Ce8<Zd6>ansf-^M3~}FD|xBHPf!2
zzS4MP#@K^${UU$e!~LbqxGob$i3GOat<bSZ!~zN;E=ew_?FAE6e8)_?;t6&1w8<ry
z6<bYj&jar+S%{>l9$BT`?0?=@{~$9a1sbe5VtBW`;jzIC1R~^n!XEv>Gk&C^G4Dhx
zQf=J%%lYeC;~l~{#jKlVBL^vC=WSQS{(Ooc%F5W(!r}zDoLnQVTIJsjRD0>k!mA;@
zDtBxGkQ=zUNcG;o+~-QQ0F6&($1Y^~xXV^eeec#rz2*qo{-W(O)+aT~&2O>q@d}FU
z$k7Qu&Byy?`KvGem3gdMU9#e%@j89H&`52A=|aod#VyA)75!(v{+$O8WXL-lU$dCF
z84EeKl_gKKFfCZ1A3jBTZnP-~qPjZJ*a7h6-CkbW*~i<OB<)MvliMoK@h-d)M=evI
zP|lUr+VCLLk7TJmhYmSTwY#g@*wnn4$9j|T$TzcG%GLG!_ak_qD}Hmgq}GV}Z0w!}
z5x-IK0T|_3+f3<m<<nL%oy?|k<Req^Hf<V$!<u4u!nA3_PHZr{)Tg7l&Qiks)rNhl
z2QLj84qPwT9`f&;h=PDz<hb@u71-a=AH=IV-7YNQ*A<r=T;qrknY0iB06+!?-Y1^8
zrw<ijb%(k*Q|v~6=zFDR?pijfc<wUI<CBvc6IW|x;dXJo{kU;;U=qjp-c?@K76=-C
z5^<A^dJ@?J*AAjfCH_gr-o4MI`bS4U*=w;RqhH{QhwIM-MAS!VEmk|OSJb$IX2Ah-
zJPDDpC2_IMr{^}-)@ZhEChf8v`lNr$=PT%Bq>Pc760#TwPP&bNTIbV4{gejW-tZkK
z0s`DQTBkg_I>piu$rD0T*!4YLUdnwsH4PZ#xr2xL+Fnc8&;14AXV20EA>U@S2r5N6
zrFyhbZPO;bhpzd8)eo<12(u%bFNw?eafq4cnafKlF~Cr2S{n4Fk_n_(QbPVLx{u`E
zlGV_y883(Zh;Akv(7jHuD_D}?ek5RD0Zds1vXJq4z^dv?O48Ye!dhWSK%v!bko`g@
zU0(B?dw1_%0f(uE-EIh9OuR$R!?+$P?g75B`^Wt-O~G0?*epB!>uJL)Q>??C7ZirH
z@75){%@UO|PPRvR5x-J6LDfN`DZ$MMKcA{^(-6H|z>{&nd)JB2yJc;I-EgP&+q!a$
z4$ib~CTZTCn-=936eNIKOS=k`0_Nd8SlzaphHH~CyXkR6`2bagXN7&U^F}o1_D?_m
z+=<(V{~6EQXdT`bm)Os}`doQ>@O(xDK19VV5Y(h%0RRfb^m7e0O`dhr#a~BTiIYyg
zDj!);2IgCdy~bzS#EF_FNA6t=bg6Iz8x3O)yg2L5#Z-RYRq>(1Dx!HP>19G6veDE!
z{j8?)F(@R&nv{jh#{La|eL%6a)LeDtC-n(?mYSO%r=WwP=`!KfEaRAANxxlXQY?Gh
zOMBHG5(E(*BX(CCFyKL<{&ea+Gc*765CVb@)}3E%S2s)1X&J44zwcdH?#@Zv`n#W5
zhri?2n1rjIEbXo6E7azq`~o`PCv)j0^3Q1+V*F6T$=_2=?J^I4-eTwNV}XG)^un!=
z4S-W3I^|YplMf_b{W4|Bj-XYgi<g1;|1xe|{N};}XJD=I?On=_EDW4OG-@6e$qAao
zD88fq9#1*B2XFKH|LoiR6@A<36tVQTlD+ByH|B>CPb@iTmpuFinm!b%*bf~lxFtQd
zkM%8hm=*1_>czqSZ}JFA`HdE%%f5+S)%C-s-%3o>$t@_?a(i-h!*l!AtVUs+<u92o
zm|>r8rv3S)@0a3D!$^>8^K~X3991@tp;iafMlzfbjS-vS6Kb_*yThqki}4BB(0_1F
z-$Yp=G37e_?581vVMaW~jG*A0d7yP|KddXO*=&0YETsSoC_|(RL8+q>6zU7ez4z|;
ztKPb~{g*8~vw6<)Hp?7KVxS8T_r0J;go%pEcsNnn054wb*|qDkNQWsBck1_YNa(Mn
z^UGUm^`}UApPxPx@XDe6zl}%ypYpRarzUSsp9?^!$;;@dM2QK~Q9?cz4&$Qw+9ITY
zpUw%-^C8%b31a@kU^Qr;ngP*gW8TQ&eLW+~rB&0^BS2c$x3`jN4D3g=wArV<E*Ag+
zXQR=fLwS*Wc-ZUXhllR%G^6XPCA(619g~q~Lx!&&>gs3|h6-mhXn^j9rAFFSUrI%x
z9nc|+Y^V|_Dw)`3MTVl&iZ{NAa&Fzb7b_+qaUgL-)}sOjkX_=l%8lAT<9!5QsFEeh
zee~)>XY>p?guPzuQG9hTsG0Eb07eOH({Y?nvgOX}-8;O6>Wou&BGMPsTDfdHC={Ec
zws&e8GOyF`{P|tbw=@FUKitSx*O*x!%p0N=a31jp=ev2qrlbw;e1Lc$O8LDr>e5S`
zk`-^h@h5T+gcj<;qSW8h=G^4X^9GAG031#1QrP7H=Fqw1(hlT7#Mwsm($eyj+$I3b
zaI?c4E5fog9GuZ-fsH<XOfr~qc*i2BL73)&_Gib9Xs>`<Cr@^tIC0`5<fe30=-?X4
zh5tAY&Y|X4&o%I72Te`K@x8`djO(^HJ1-9kfBhMaP+)&r6Z6C=PPLOXMBD&zgSUGx
zkA=mRRpf$J*Px-P6Wqv{88db-$$HSee@F97ZekzDS3l`Gq*ay)Z79=!4R=~RI)5cs
zC+)MGoJ>ACOj_)2_Ga;&QH@K^7*#C4`omyq!}}+usR74}4=l$KD>2>P=nq4#)LhMN
zh4m#5^aoXz^3V0HFOl7%Uw9yiz_FjHC|3{tC<{UwH?zX{-HS(NT<?g~h@BTmIV{7M
zz;ThzRrY-y?AHItY>{(zKnBVQ&&mX3=%+aTG!M=nO<9g5kqroGjYZk=PP?<ogXO>m
z++ycEX=T(>RrQUv@dsqlM^Zm$t~BYi#i?z7bT&}=<7o?6z|Q#VJ4Yw;q|i8CzOX2P
zAgEkk*KxFU9$BvI>bVg|hUn)aN4lVBI!=RVCcK)2R4WER=*QOrKeD-=`U&YEzu_b1
zI8Od?4F4ZXYT8)GL!EDJcs?kJX6YFNCteT{|5QpIws#J2Kzl2PDfq|0lti9PQ6k=S
zP$CYiJpVQet0yB?mmsU4pa&_BJN4>iespms^eaE9tJ`IsV=)XHb{H##?!*xY3KZGW
zL_~jXn~R?0*{vSu#Ijy<e(v=hD;}L+3#%kvGXg`_T$!(8TW^Gg3Ax|ZYL0jc>#>+z
z3^_K1d8BXI2xqsW%%yYZ&Rc*Gk;Tyh7b8p)k=<`U%}fd(Q(13p3yP{SV`@=uu#QB}
zwPMBVlUoiUfNVQtY3Ic0A9s6r<n3P`1j%zb@I@6$NTp)>AWZ(i$*T{Wuy4X=8HY0_
z03~nE?s2LkC_;DdzCs;1&i0_mfCEcsJGytA@PnB4V#==d4kIRE71Imq)vw<=xWd8K
z){>A5$SEQ!gtVY}b5E;`^4_xeSd@skFtO5Sa@ew5Bx&QSb&qKlK|k4f+|~qA*EO&i
zxY&2u=nqbs(aQ&38#AVc`OfE4wr^T|4C=`pZ2TJ0C1b&YxkV?QGqmlz<Nj(=U8b;T
zcsHFLV_Wy;`29(0jNZLZV9TLs;(!_3)8V3;&a~Tmx(McsE1R2~yT8%tkY|<}GtDMg
zEJ1#?Vcy%e5*R7XjXdn4)kRK1muVw1_6<?NA25x>l{)Ykpc5QRXTn-0PqrPn-uvkn
z^s6%&3d3_JOIC&h?b|o-)x)SR69x<#bPpsM=MI+(CmStUy#Le5Pm{PHRi|UX%5=y|
zq+G;Q<Pz7;A*1iBeQiOLqN9BfHDYBI-llKg-3&J^y>&>-NPTdWVKUVVoyGO|_;|bB
z{aeIeZq<q%GXZ{W^o(^K`>6H|CD(VSINK#05Mk+y-magvoymW-)EC#6n&!TVV`w7q
zLl5m;eR`6b)x|kIk!#JMiUBs{rk6~z7A*#KYdL^<nkzEGcE`q!G+h0DmI!QTY@WY)
zdmSs!&Hg$&!$|!Xt+a=c%MfnBj-0GL$Yk*yx|3ZiLQlFbdJO`Q_Az7F4dEmA^35&R
zPvxqdNVlTx7iB55E~IK4A;AP!bkWv!ey}ldL16K_`_o7f7(f9_eoZZ~p}c+ZPn~J1
z3bo_Fk0c)3(>!8})0^;3U`aA})_u#FUwV1;2aoSI&1d`L6~}q`oI+^fCgNu2r|qVx
z`Pu6yH>UtrI>-rh4CK`&j%fbfVgg!B-n=d6=m<lAhbctPpR;oUt1|@E@Lc=*tETjM
zJ2|XtvW-{3M2Jf{p2fA)H|A(c!FzC4*5D49CZO1_dZ<eeYxSF+)I8KLak1~IQ^H>W
z9`EVG+{`X~yvgIo-#Fm9N%BBQO}c@uSyVS=`O{ptj?50*-@b9Lfvm{3arF`kwev{7
zT*NW(rO?9Fgh6@8O1*``H_>xMhIE)XxId6I-K&dGJAIY3HEYtO&kMD?rS(Xn<y+G(
z!tU@m`M0Q7e<0SXdGpazeY9^1mFrqr+Fm-ON>?X`_AOIZJ*}u(Kl;aNfwf!tX=?7M
zS$*vG(Lc@K5jAFam$CkySGyPtnBsf0aoSO{vnuWHjcwWf?V8qFAy2mKnG!Z7XY0V@
z*IFy9wDD`c=-Q%=cNe^zz2vv<OUKq}o>a8+<=L4XXLN4d|5LP4Z$rDJIJ<!U>E0IS
zYyvhxK&1G#%=oR%3Cm_s7-M0cp;31Nf45Z8vhT^({*oS3(S{G-Zgy|nIH^BhrJ>eh
zz~KAb&(v1;{pStFTZQ+dW0x+Y;~JP>0MC!OzS<iz6&PUjdw&aLWn)1%@GQ177~>%n
zA;76(VDZ!SjekLvcx^%c%jFa5{1Uch5)1tkSONA^O|d6~k!ZiY(OE_jA4Lz>&Oj%^
zp(trhwHhjY<}0z{v24W-41NA2%84`3x>lxt=#$guBd6-RQDv>Z4yp9=Nt6~qH@wQ^
zZZl7mPaTF;&(JZytAt^V-O+jsd3B@Ql*6;%(vc3_oIX#blRt{hT@u8iLPc|3>`1;L
zAtAnJ9-OB6U@lMDCW*-v!OwN%o!i-=CRiE9(iT{~dhk;&ksR#|rsQJ0RQzkS2M$Yh
zC^mLb9<-79OFKASOt3&-he&Y}wrVV9{}SXLts8Cf9aT`aXzJmiW@0MG>3eebu3hsH
zLl+!M)^T{_g@SXLmzG14SveT?a@&s|2d}aJRPd(A!Wl<Xs$CXpW9e@#-W8^&Ds9I#
z5n8b%$*V6!-wq4c^7OHY0C#A;35z4qz-aE9bc+}>s`%ER2K{R{R$U?USO&jqXWwmk
z_=Gbu778qpx<z7?r5Qk4`4-eo;)&b?eA=)TsTu1vZd@n&Wu<|xZafcLYLpS63N3pZ
z`Y~bT-K&&shEa~9M&-3eMGro1tm4ddg*r>r_MelH#tUlNsL|rfYpQW{+kFmnJG}Zs
zD}urn$n{In{6&&$!>cOGEpA1oQnGsGC0P~R-t@BdlaQkPUTt-fmc*>~1fnZg9yO$G
zBXmU4zC6gOpDwmu-jOu4%561v4XenX_Qka-t7;q&6!x0o+ZMSH>L!Z|fwm3B_+Af>
zc)}t@$%!>EI@{^>()xoxO~gd`97`#&xLXm3NG`;Ndd-B2U}?59h-y(`^Qe{E6$m1d
zd{1z92#?I&g20`0jyfElKs92I{p_$)RY&`H+*V^1E+$E-&9&4h!*p*@Wv|gzi3a`t
z8QtEWKNcnP-6l+*KK;bYn%3%-d9Ib4q}-(ZfRw%A`X%1AkK?<SgFeMfOD&!r(eTTM
zDZM`~Mle)yFJ-7O%#<D1`OeiO$0eqs&_a;Xd&|T8Y1Of*bDt(F74uy$BBD23^}IQ}
zjMM$1BT?Nmo*kl9Rm_s6q}?jtbB6EOzShsi!!?BE`8a9XH4z&##%*|2+#xN8>AM++
zUDq~fv;kSSOakA*GY5Jf#ShB1E1%`c%Cf0QPfZP-QWQlo$NnK6rJxAXNylkF$ApAV
z*3U<qS-Vl&m-UxVt9PM?L|lkPRcdvv(4Ew{2*lpF2h2XPkDninnY`f9yhJ{&Gk^FJ
zScAXMOpNe)nt2zX9jP<#T@N;!SATH0ISMB=oJX7m`)NG-azmNNRM<<~|F(D4+uq&*
z_eYr01A-@TpjVx)cMLno5T_448*PeHA1!jV&}27bV9xb`pJdWa+U9ByVQaPVu+_3T
z%P2Vb&6PgN%5hKG^!}9wL-TG8kNT3zYvhoc%2UAXX1U|}+l6k%k~%F!n8E?W*)knr
z2XN6iUH|*@q8tZe`TgA}#wDQY4Qc~-o_nw($vu(F3kPutCN4HDcop(fa#dB$e7rdC
zWHdM1dWf(UMisAgC8P?eFH=7z>o&OA%r5`lwfCDZ40JO_{!*)#e%NK=5UD4Z_w|yV
zr&`K`2Q{5b9=)^PmK+~{;@b2}{rXgV`J#Q{xt)&qm@6x?s=TSeYDH!y$@FpbjVZpx
znr9884hfk@&0kwt<uV@9@zbV>K?m5%J-{&Xm#~|uEzoC3I|?bOpZqGO)Vs(MlTis-
z-{7sU_YJ#^OA^mLO`1bu9?i*GDmeva-2b<X$q4J8vWC>FDvPS7QnMv%mnxG~eZJek
z=&9^u$?*cZvEd6=>$C7i6A0K<Tv2)rL(w|FwvS976qz}7&YU@(sp0CYvU<DQ9_VEd
zf%YnvH1|m;1E_qz6vR~a0JW0k#V)nCZGLR8hRq9Qv7}Jv;fspoaHS%!$LnSYr4=wg
zvYN-?PG3r^cD;N5{uo+<lu{rU{RAb05CXLtc^`YZczW0bPyF_ZJ5o;fxeWF$im4h}
zqqcGfOgXqnEGcl@1C9n=1dJ>OZYkj)UC{5Kur#aii(sAYelF@mYhYmSh?&1EDdz3Y
zWOa~asf6|p!|2R;^W<6tws2bc;@}d|!6IQ0e+sacR9(8Qz$F$gS`<FC>h+Rgz9@@i
z_fmm@WegEB*4VLQowA-xITpX?-f`fwm8`~9{Pl_B`U?Ea+~DQS(E|<;_o2*kVmrqK
zjC0Bvq8#@--ju;lR<5VOY=E9fb@jU$w0z;ENm^PFj_MJX?^d3Oy3XzU3HGe$vvasd
zE+nAPJ@`7h04sr7Z>PxXH~+E{gj+1evgexg1`qx1JTOl|Sco={SIY%+eo;b;ovOLD
z^_maY9M2^};o439VyR~z*`zA%P)CxDdN_UwzCLeut+IY@#!|#{izNy!4baheXjun=
zA0*o^HM_`Yp66YLfA7C>vOBj%@Fbmx^75Gmv!3s6w^-YFmeNK~+ml>Ca%MhRncI*Y
z55fVOeav)d->lnYX|JKHStAxdTQm%nR|lajBN!BRuy$HwY2D>nac5eb_+0JFh4zaR
z)mNGQXx=IH2uB?VaBAacYKNU;Ig3TwdZ3SSb=Jhomp{9hJ^9i6#8mGbnLASyUEWKm
z{e12UkcDCL3QVqV&kyn*shzzk{9@^bqB~B9t2W0I86wSyL_L9}V@g@cClzW?_*3Xs
z4!*HFRTBZHq5@{6KK35w>J!6AE{t6zGIt5W9EL$Y$RpCs<m#%tG2>ak;Eb!C_07A!
z&IsSjLF?Xj$Vl1~*&7=TmgpIs9q9AGTFbRkTfD;PO8Fy|WRTqV9oIP3!A0<^g{EoE
z^xAoQt2u949=>H<*~8H2Yvcpn;;;IbQIt5~)A~e_Ckj2$ENsl&+_W<!feH8hD?OKX
z-vT)hkNnuOWn}DY7Hsy~I;sjaABOYk1(UVc>6zy=r#K_e^El)U0ZDI-s@@xMU-n<|
zs1LbW`mT`wukR2*tR6~jNubG#54z-?NVh7C4c=%K9mfF_u!b!c``mf;^0juh)~{h(
zbgebLWeU>!xG0OPp=fyP)~}xv5cwuYobKRO4iybm`uuM2(9Sg3vcGZ-jzbuX$#!<Z
z1;Zf9K9y%xCH+2Pea1RhmOGWsnJEPiTCI$2Y_lY<Ue*!SNn3SaQF?YByM6xE%}oQ$
zkgIauON<*j`c*tTMc0XjIRD<U2J34#wBDG>S1ThgehTdwWz~skbQ=M+OjO)V%_2B$
ztX@Cr3kPwV5Api57RT1&i;wM$SS!Y8j>YoI6LEN_zB#DXMo(uGThIzlzVg%WFB9*|
zsu-6sGMmC8o8>6(7Fy}-f`V-~7g}#Lknh)^fiDFca!r9_VS8s)MPE{$;?c|CB_EGE
z8}Xo3<(E~G3JyNc0_Uo?esQ~%s4N)9{v;;`zBnn+Bt9edEFLntP+jk6xd0HgG8yMb
z-SG|&dwuF;HeqMiG12Sp=MzvJUj4as7)UDRZszh1-jPWMdvP{J59nV0E<d+^V2>*8
zBOXha937EibeN~PaxKID`ddC7PN}fcAdizV+fqZ{G{WFh9zO?GjWc6XS(l0D9$(Qm
z{_Ibbc;JF-^}$N<?W#bHV1Bt7oMj$bDkZEGgA}3tmp|w(Q8%MUU-j5u4l+cPaCJ68
zj^4Fg4(h18^9p`sLz`VqP1UWDs571;Cdno*?ERKgwhbGY-8VHj-!AW>?qGs}9SpKx
zSZV+mJV%4tbXeJy#u*=|3MnUFrUmy9zfb<-i)u`P6BtYS?j}v{EI26fKf>w2h-SD}
zRfyq@CRJF(yL;7oWQ-miaA#o8-^^=#wzD0m_Z!hyT;kix#l_AmkArxEBdYc_>*hLD
za@9_nlX!KXP;>*=ceYRNpR8TuG79`6J=>K~p=LIn3xBt<tNNko?lz2$sr&RpqqCrF
zvQiM0ggP2B8D`cQTc({%2hSMP+)S<h;HFJ`V?f8M){V2AH6v?)rssOqm*gr-JXy1o
zFFsx&oVFQ}GM<SKAI>tLsraw%1e@wgGLmc=cDEdFsL!fFiFuoEU+i>8OTKhdB5}Cp
zfS0{EuF&-|$iX$`QBn_r;EY4lGed~WLt&5>5n=Yqvt?eVPKLc0O~9Wk2B?=i8jszh
zSAn#iL|I3erE{|J_htr(gO2U@+<c>XuSf0<X{OR~Fu?A{`*3be#E6a`-|Tq2;)T@o
zY%xS@Z2hvw$u8G<TPlOiy$Za5HKM7U_j-FbRK!t$AgUS?Y9?VZ;<k|cjue8A@69i)
z|B2UBw&41%H<gvnA6{Lz4>xphb;au%P~as;6}(N>`&GOyB{6YJHNZ9o&DoJ@euBgR
zfW$!7TxdTIxXdS4x_0Zfhc1NPQLKiPD$uOgeB;B`9?$w=w}r}-nD_6OeO7PUv@v1=
zok5mYy)`k8Zcd#Mwk2q<;E_N#CWAclANsdJkpWs;EK_NG&veVNdpGA7KW`cS!F{{e
z(=$O*F=1AD(1Pr@GZ@(PoUdiGWp&=afA3799M^^w!e6C6+}ol1V#hptao1$RZhQI|
z;cCQ#JjJp{C$n+c-R?CKvP>lF=H|Vk9N%{W0T&O!)5~k!0}gH0rKb<ti&g+Z|BMjx
z%v(t1p&%D<W`e*TQGB)mo9Fq}sGxUT3{xSUY&(N}7Ru99)?_?h73*-aQP)oGx^u&!
z`?9qi_-s$o&`}f6a-$wQe)_bCoB^>Unvn^T0VZBk)kMJa7^g8Ot~>%yCP$nem>#fD
zrMBcU(UP$9_x|=98tkr}I_0<(o%7`#rd<)dKoFswF7G<KDYqI)^qSa5(4!e?nnVU2
zhL`K)d(_fLi~LDi?rC<jQtWE!1FPe7R&GDki*}|TW1A?a#!<ZB*;5j62j#&|@fQ$4
zLsiVV;8J`n_a_emhDkWXU4ubD4jq`ZlV{Jq4pP5(?r8j;PKCd7hEndi%RwdFJoU$&
z7|JgcF<`-)Vq#p!>6Wzd4IZ~#ObWevx$g=Zm*2WY+Ht$E`C3ym3s!;k_T>S$>7`&D
z+}wy~xP5Yl@6x49e`nEi(v(R5qlAYJxwQiuK9)%B%rm$8D6a>$b*U^pT*?^8>T5u7
zAj+wb=aYJ(>+Q>jt3Eu`JX3;g)%$ny)=fP>J>q>)>fMyEZtP>FcW*M=tbw(s?HF!t
zeW8G0)b6(z+nmXsJ#*%IR03KuTm(HRq>i5Q;Ay`<+0&_$>Ph%suz2*M`U&?%JM-ns
z%ak)7>49Gll?6jQLaR!(!h37QH#_;fTc@1002<<^f*gPI^0e(lN{`Je50J?q{66Q*
z@EDh>^11^ty0Y458W|PYU&=IB>)G?{wF|v0LemRVo!!-@hw<Okjq5{YB9s9L>4LyH
z86V=WUAxQCMM|VWIv4dRe}80>N3Qi#Z_$7)WuE6XboC)XzuCzpHRYUZyxYeosg1>@
z5md6kTYPo^?z~<Njff|EfmuTG0-UL|c^xJ2(R+98diwC7<ne;dDA9NVye=%sxh9dK
zphA3Mc+(}2tL>~j2XB1BkENfzu8<PjEoFJF`3Qi`(^JnGCF78&Chdci4nX-<ZLY39
zhQ361+N3o^#Xhyvklvr2yuIy^J-8mHrYBbEE%ox;?CcvfXlz2W+ExxNTIcZ`J7SSa
znKjGX@w0lkJwMLwNmv`J$4@#r3c_q<yN#az?XL}US~Ly!10|c8JbjP1w~TFoqLG;s
zQm?Ad8@q6!U%>%^PQ{f$wIyW(cu|1frJ%0(N{mTl<Jp1U%%vHoW(s?f{%QbMZ>N>l
zGxmULp^NSBTxKby45D^U>9%NW0albOKfInRcOA#d&0Du3j$1RwL7nqeoPJw&?v&=A
z%9uAvK3~+4@`9y@H0F+uo}uUY&VjNA$mwq0-Ek%T52gh*%A*u{_MH6w>*tN*%)`7m
zP@A-FJ&_&mJ9dY4x-J>eM2S?GE)TyJA1|Lq;1eZU>in#jVUj)#DD-AlylKut)<y1;
zes>GErub`JOh|ahrYLty(4de;sci0lNjg(6FEWg7rUsado3V)ip2iPgDu7-gN0e2y
z%iKg=Ea>(9VZpO8M-K8VESP;U?z^jBu?{hvTw(PKQCboGqVoeV71Vyj$eE|3R%GcK
zoq6r<$L{T<8rw&iqlj5JOK7X-^xS{W;5hRJX$j;K4H-Ci@XR@L#-o=_?G@wOo!d=&
zG+3<2PFAg2MS%#JNzRE^<btww0PG0A0LZFMhgaezN7ilI4lF}OH+lRTATe<TilU&X
zs?x&8<@2((jq2<iR=Kh~Gh@ne`7F8`RnvCnY2F`rc6JXXX*<%R5s=V%H<ASZPbueI
zo~Jpi+I)FmJcr;Tv-6*kx!#t<UxG4G2hj!nGJU$`EVX9Sj#`;_db{IZnu_`~m8+R^
zWwmeKM8?Xmy0h$F<%d2?lY6=sBv}2ny^nCCbjq=l<@MkF$^|w0*&Z07sXBjp^(cut
zMRd<hDU~o~n*KNnij~67HELuYtRL4$9GVyud;tjwo8(94f;TEq)!Gv~1-RqDybH89
za0+gX+b4n8NCf~-=?mdSH7$Gv3T=TrFipRpmwGNDN~(F3I;T>s|MW(&8Ryb`idWB0
zS>64oe2!%6(J}SWd8cAf9#puZtmV{4fiV@`SeBq5uiX-cSmo4&7?x&iaaGk4322ap
z+DfA>YWtMJR&jkq*g;h>MCeB)u9M3P`vn@u)y5a@m@-5**VQ=NLX)HAp)pThJuEzi
zU40GZl52inz@rs?A1P77vV6LzsYQl}OPmmImi)Ht7xf+-p$xCV^237%q4on9ta-@+
z5MLkH%2g<b?k*ofobl7s!Rfd*O%JR6k}!ooPY|t5@zW9L#WQm%LD&T!YDzFRGT+qb
zeFZfiST}20(g#vol<eRGYg{S<TsAn;xo~Ps<Bq2_u%$Roxj><*biV5TtEcvnnZe1;
zWW8u_FjkS=Wn!kG2~kAqwzK*CZW&knCU(rcQ1gmgjoLGu00fE)BlDKTn|JJ(eLQQF
z6D8T^m795+0xf`}(_4z?`r=~^hh=54&*$4{w7mp*%XN}wr^qDq;-X}5UbW(ql8)q~
zumFT!r!*ZuX_CwWVz`*yRgeQm4sPp>4b)y6t)5=TAZ~eZb>QHop@mG#Si+jaIJ*<<
zL8*4b*3axGPnpt?-nb@0(zKNOKZt2UqirLe<p?GuVea$8vwq*cG)8e7ut0X)eY;^q
zhWEzna-Y`4Ph>Z1)(Ib%Ndexh&}Tnfe0=tD$q%olL$w)F`Te)Qt`8eCx)&E|;e-Ca
z0kvO5JB8d!BwXMb2tAsj8r58kWZ)7g|F`6Y)V|<#{`*b;vSu4yygj_@wr$%WI+v6c
zXX{^Dxtq$fuX%<B1|2jsN*ySS0HBm{r^4H=qKucDgVqr{f5@CSX#52E0@i~ak~k-l
zL%3GF?cdxucXZ3%G0)l@3!dOg2D0RKu2vi7X4HPB=fmtT^|a#OX8GY+GLCc0v>c)~
z)vE)#5M&?lNhvvf0Wv#~oWZeZm2MVl5S-OV8KOin1XOf~N@(IS-i!W#8_>|sz1!3l
zEK!%$lWmKf-oJY2efRkyQ+kxl9G6XTSI8q~-MuTyin(U;zu7wW=^rV4-3YN@V#Oy|
zD`7f|OG`}y+j=I}UUT!=6TN{4CkL$d8PALSqo4w`yR<wDS+PvY1#o#G@*S|Z*nC_2
z;p$rMEQ70Y?1=NYhDF->`F-T)rpqBdImx!S9=H{G(+q^w$b`2oqP3_tKQ!`OBlFO7
zgL3WN^52e9aT@`T&z=KuYPRi~^^`pR2{HWJ%D)y^iYv%lQDglA(rT`kneM6h4=Dgj
zkxPiGoK4F?;F)+md{SIXLaJg&)trL!joc1rVRXu#t|wthMD!825Z+q{Kl{5v%W=|H
z3au~o%5~d67?BD&rnFsEC(W#!hc5{)bjNvIJe*mZXo1O1P#L)VN9o-;DFbrxF&gNo
zS7ZIIkISBqW=wzuSQG5@nr4HmOppBkb2AM{VoP!-={3yx@Pm{9+9sd<(TNF+3ET~J
ziI(63x-}9s&S^gEqx>f7qamM(d%x=5gk25e=942q7_>XKR0?l?Xdu{(8~%3n<%|6u
z5YQ+u+{W1{)}$<R`R7;7qTNalKmHUSY4H{8n60lrnW_N%J`d^x2h&cg-0QHD6NV38
zlO8x^$Pkz!{h8qj9=(^4$%U|w;+kZiYDn@xKkU=OJI8F5Go`*u=%M1qk&e~wBykp9
zE-VGsuG_F7qqMg}f`o?<16qm{`U1WF=MRPD#}>7A8-d78K;xXNTa+ZT7xY1tMR<fP
zDt83cu<PEmX~}dC5C8nk$WT*>;#kF^KxCXa(BIEM(S$JR_i?cLAAN|q%dzw=vdI4R
z^07BNjPplSxU(PW;#4Kl=grOqQxtd4J(CHPY`Eo;0AUC(<r_gvi9H>^NYUj(c8$K<
zlDJq>aY;J|DQd+)cZRwf1sS1SwN81J>0#hvyX@P3IhP-}c*!wKuC69-#=Ca!7H<f}
z<y9u26ds0p<cRs5K}GNDNaV>y#=^Hq2%6J#!^Vv>=FEASX3rf3NKXp)(u+>ZOdWgv
zM5#~9Bm-3>439=7z+nN&ENl~O0}mINCaf3~S<4uM5=azoq*l=UWYOYj>dVFsIHH7-
z&Pa1mz{Q!|YHXAxAI=Ruxjq1iU$p?ot6^VDHkU*Rf{Jw1tBxP14o4R@S0WXcJiD=*
zu$`5!RR$}ykL$DDJz&G;@lIBn-iScv({Z_6(lK`1lXNt==zRYfT<IHnt7gv9owdw-
zLhmCyfbgp;2KBJKv_ZD00_gbLU+-#2BlDHbpCt8b@%H@CZ#EiSAN<UF;So`_VFjgF
z<?;lh&P?(|L5*$9?9U3dR96%44Xl!ySQ_J2y=hx<ec0I0C&$kX%{E=Cy)4hQ{u94|
zfHx7b{(n)#rCNz<TVQ#E!%pvBmK=ND3)>>Z<Ze&T0=?$KIRIEr)pB^IEA@l^k$D!)
zDv!Gut)5?}d-v{^<(DY5kXjHKX7b?VjDSKN$9G{bHjZr=*MXynT$KJ+Iir;fT`TNp
z*}-TesB~~q?X=y360JP>wGl}-D;Kr|g&hT!pn3qgA$q768d6X{d$uq&1gHWMmz}!I
zb8BdgV5x(q6SaX(k+9yrD~so+eqgx5Z`EqlZlbE1MEH6c4uA>RFF<6>1HBR&_#FD@
zP67Veyz+PIAmoKNKyWidk`MHadtangbZIYXp#A6-1k?trfA}QjbsxoAHKsjz6k^s!
z0K<yUt3Q=r0WeS^rTIZlWkS)5*Y+P%t`ypr4~z*d*e*r<e|9w57*g7<;p>NlWi1G7
zg8anT_=ssb4rXM6iW2QXWaq!=Z3YY~Vk)2Lc4^!t(GcWnB9eC+!38&Vbquh^@yS72
z=Q3G^A|mW<c$@uCJ{b{OJHSsQJFRKxs+ljn1%_-rEiLBr?~Nj)iH}w}x%wD}!~SF{
z3KItr03v)P+fv{iF*||%WxAgW2(W)2R8uCQHQKbE+!N*zCj;W+l`ekN*Ia3+o3Tne
zgL+MOf5@@b1XIQP9#*l^DOS0w_ZZVG<0VIdKkMS2I~8#HUdA57k=*gtTOO~N{d8qL
zIUf~R-{1er#ns6Jfz|RRp&kO4JZ*K~V$q)zaQ6CSVKOtIC!yU`SN&{XP7krjatEk7
zv*;Y|I#O@Qrve}sJ=J!VzW>18Mz8s*=`fz^vi(g~zt!*S8Lcn<%{%R5*57ZZr`zVY
z8RnvmyFtil5wHs^?KjEeVb;i~_Yda@FOE@%A)nK@Gvw;g)os?g_2=NCP{qp+xKlB&
zo8!ArZ)*+L!uq~8Jr8_VT7HTN-gNc(Ot<;+?!>S~M5+elR)#P7m@LX6ALq9dR9(MV
zDT$>OmLML_$cx$TYG3<!yH$@5(eTu;BzToWSO#JD?c0>pWu1>1acqEj>LLwdSqUYc
z_VC!GmRO@@v!%CLI!e*X{|geJvPLu<O4>}JloTIM(mt?WR2gw_i}w}`Aq5?3#<*Yj
zu&vZ{#88GrZ5iYzH^*>rN%2|jXfs&R)z|2QK0rP<Q=)qrx_nwhVXz99q2}q+?M4>K
zE*JeeCPUFCy(@sutpm2$V7RSqP<n|&hE*NvEA{=&fB0b?S_u2da%q&j&!0c<sbBiR
zm-R-wt-Kx#jwVJfLWb~|RpBfWCX4pNtX%9r=(hBF-Y4NDEKEZIv4Nft-_V7o=|$FP
zEjj<Mj-u2PDUPV40I&3mt|Ae_JC5XXlPKcpu_f#g%iqn!#AB#(C_2M$u}73eXxO=P
z4FMiRz$m#wW4EhFy?~q}#p#}+rwe$hy{PKddd-)u37lF(OC4#3@Ir^yu@1SE%}(6E
zi39TMwD~{?j`gH!Cfa?0r^{TtU=_%?bjYBw@K=3V;}lc@uNLM^a8{1%qZ#o-r%r{}
z@@+98uP3Pu^f;i<r_ZPfOYWvQJUS@YO?B9Y(`QZ(2=!BJD1Bi3<{E}0qq>e6eYHT&
zqrdxAaE%*Xc@wR#7IyuLkG-46rM=?GrGxPOC|ogPEF@zTT~~EWuHG}V>xaD-l{Na4
z6;_9hRYanXmS_e8&S|m<Ool)xhzXo3XGCnv9=~WMdz(Df*_o4d#!O9lsIEoccq>&F
zS!#3hzkuQ7@REdB`y^NqEwa}}(5syJAGh1KYYU8VBZJ37**{*E=l<nq*81)qWgq+9
z?d+GO+x}5C9%aT*g!XGuZ*vPujg5&#SG~_6+V4?~bw<yhKY!a_)_>_Q7N;Hfde;G4
zD=B)YO0Z~=ilFh-Q}-nglX=JB(x&rhT2NeIgUZOLAKF=<&N|Bp-lFven?Vhik<(XH
z*0S)a0sZ&eth#dF)i5%V)X)#BI_d2H@t-?P*t4)ICI|?)iP73VU~b;;iX9=b%j_sY
zfZr9QzAeAPTD1bP1n7+pI-5}R@*j8EtfC@qMGg8d9n!@V^Qz)&op07rUAYF<%X!(s
zKfnfqbZFBlh!-Ke2K&D$oFZ+U6nU#~5!@g$u6y^oIM49LW(?brs6_^)I1ABxSZ#aG
zd^09zHC}`MmP=i7;1L}W**Jn5j!F-v^pwBFsl>0BS5iv)AD7p^AkYSfjhJ0YixeMb
zm8;iNHu;}m43|yf!>X03xEb5pA|y=Pc0Zp8j@ra~eaJ1W*Z()$7XGU@d2i9<wpoLA
zIO6m~n@NuKcq2EuF1|Q-ZEjaVhDKkK=JRiV734yn!LVmWWGHUEbxS74?E5o7T7@1G
zjx>&yD>5MXBkl6n7a_@>Pf9SnxVRxsFanL`uz}rg)px<whFM1Aqy$!CLue#>=W0!0
zpWJ_!qUPK%Z)*Cd^uwhThmir6BqEEonM1>-Bxej@xI7~Goh}_ZD6N59M4|tflvre`
zLd0MqVHTMo$8tc6gw>c14`8T}AO-aB<TnX56cEsDz<_thGi;m`75J5y6I<5In`fvL
z<VzAr*y<<fZRkaX^MTP;5=G0|*=NqA48(mQCq3H<os@^6;}$NBJsiYs*KjYs6)h6J
z6T)6I23_(E@fBE9_0`)810gQ$&6u(A3^i>I&LO;77qKjOP0gE?@J!zx4w$b<!kfKW
z0SpB73)?7YSw*@4ng7v6xia@5+%mhmNYo+UOlXwRarIw%=l2%>0J-<xteA0@8P$s~
z2IuPpb^Z6v#R*O82%jMU5e^y=3W+~_=$GPAB#|aHI&D@i&*cva2yxoWREXEcs`Of7
zCy-GO&6?F1PKuQ{!-R1F^V8k;pSM{^)b2swg~?kWrA_v!6}@taeODtRBQCCae{z#`
z%NkMsSMc8oLmDj<9}9RAB>A~!Q))`mh}<@yd|&S}aVi#+;su)<YA%_HUznyoSTtJS
zuCn|<KPt;4?-1AbBih+AEU~`jtmOD_g=K_&;Vr`E>xeB3v8sqnTMby+gfAm8WC6L2
z889)ZS;C)!={bl_?%v(kr0KHWj14BGiZBokIR~?k8(K}&-1aa!E@`wnC;{Pa=&6o{
zca4(H=>G#in9G$X&|pdjb49mzrT_7)TcnN>i~}>tScqv1H;~j3i8#N_e)@E+x62i(
zDB?2~67fRa_qj*j7X824ti{*1K0vjxS*5aW<%lC@j{Y`F+)Hm7Rki=yTMZ&j@IuTZ
zf>xC+D7ja!S-117f;0PL!(X#E7QpVw<S*J23|fT99>KAH=T1mPue7h|2H&uz%b7pB
z-jMzu9zy(vWK8f?m4Hd!`dh5t1{aA1I%7e&=tbxl{Y<w=9s57`Ye>|oK}Qw)_4GG{
zy~dqKkI2n!%oek0cR$L>A;LC4R_e{3-|EfqT1Lou*tKHgYG|4jqG+A|NxiCQuk52F
z6dlOvQ_?ZJ@{z7(TNXnDufxB<A^Gqh<)*>=sYwg_0cNLt8LIe6|G?o<N4!jXcw$<6
z3E&l_9OxtT$8jhRz|!E)(TVf&>4`RP`gSu)&bLcNMpk3@HiMIb?|r}kIr5xgRNV#*
za<#HPO$9~Vu;D5Cp3FDVnqgl#+{8CW{8wK*sz3Vb`d0snCf<7$$dM|dbMd=Sf8$YH
z+hS*FX{j*e==4)V(ECw$(*1_zf4pO;AP1UIC(AL6p38?J1gTnqG{6*6)d<|wk?SAD
z?GZn}4TmdUFM-idFzcBCy?TJT$FK@Y(qoV(V1*d3|AMP^Sq7FGZ3CX{Rp6@D8(C{8
zP>2FhLY!9^vby5)drTzl*1*=Hs+KYneEu0;g+=rl=J7@@D^@-J-nJ~>S0hHN|99|{
zmrtT1O(WHAPro-e=z~JK&-Fx9@2k^4C#vTwN<<He&RXss(=EWPN;IX#_`6?)9JZc-
zue!FClU&4gJ&tE>-5#62;zWLE1QN>CtM6OP^`8xcMOZ+!4ve-z?T$IMzH?vohgef>
zSO(+C+M%ua@?vnzr+Y&>eIIXh_J@&`PZT|8cUr#oxMz1xy{lUvWtF#%jn}KUJMcys
z=!S8s?Id#(mUOML3Y(-KFbClV)3B5P>*e5T%tg%85kQaj!=-qAdxh*JrQe@&Vx?mZ
z8%TZ8+_C1yAAZazI@9>I5}Ho{7JMoER1A4JLQ^0FjjRmU%H*nQl@6agp|FZY_jCHK
z@?StMX09{MMz>>Dq&DvKW<cs!vn^#98(n3~UiyfFAKOjl2H+)uyS7L;N&Ai%&YKLT
z$pF=7@>bSYU@jQPYf;>3cu!>yNj5YR7}QJu&_<Ln87%l@{;<eP6^FBKu6{hkM=JQ7
z5p;E8zdLedEwyG}+91#^tq47DcQkaHS2n@50W~xlLW8d1>h<fAF$41@+%y-gc|2?}
zzt!tm@D>`(C6N!KD2+`K{UJ%AZR2iX0^<==BLE-zkS<-i1g#7p1E*)t+l5|qQN-D#
zz2d{5^Mg5N03GlI3lQpQ6dDOM`;vdk4wK0W@bpte9ELPb`1A4O$6FTs)Cxl`@*bKw
zTz22k6+C<!OuG+9^pAi0Ral#-dUAN_YB;?R`7ySJ36mz}B5V~=DB5t4ha`UYJ&gq9
zi~ixf?_l-Xj@#R;*=ejYcAW0W(SA`pcA;AcK^gY+dp+El|I0lb%_wtpWFp+=EnAF9
z6r@D1UL2WK;eP3oHj2P_1pXQ%=g->a5wbAx&_MCW(aKQJoY6hE7=`Iz>v`U8|G+2n
zwd33MZOky;wBxDP8t$c8RqqFVz3w=GOpuLGP|sJXO+hf(OJg@CiDvi!X`5RCry%}T
z>(Qg&&@JabEk%ROVm5^c$Phkq`0(x{bYe2^rYyZnrI9hT_uLCL`9Y9Q^K(FCHd_N!
zX4<Qij4y?|9>Z9j`P5$GHM)e)m6;457te~yJSCEoIy~|PaNZhi-P;(>dG}qMBz*3y
z!X^rIeHV%uI3i0;Z+xzMnC5D0`>x@>Sy(~YcI*zb$eRm~o<99*@vos@g%khS8%WwE
z0*qrD#^UkalvlQji=YFvm2&F=b=R=U#ceNJLriLh4s*Fy0JR8m$_)9sLChzv*4io^
zi|SdlOV_VoZ=;#|2dt5Kt4GhCm$E;u^xmlWBb`858KQyM1}Qt)D&lEji8f+_ZyW<t
z$di4#?V}B-Jo|*Ewc+Le=6;zdm|m?-xqr0**7lAlslqvD-ENrl1^C_-(jg7!vh(RZ
zdt$EW19v%}#fJ9Atx-ELuq(5?Cu{Hc&Ni@xU=Pl0wzzwKPrdR+TFvB$QWA#PZr_Xj
z?}UK*Lp&7f_utBfcG$3lkPXdVAEu}v5ka^lEDvU|sFX!Y_+hcI@8Z#kS(5qdW%mzP
zO2QI1vN0kl!Drd=p?cWLz6WcZbK2HU9#d?~Grwqg=WX6n*0TDS@}T_Sws}*FjSjCk
z`W3L}q?i02($+cEiQ+_G!o(RDTs^2O#D_;VS}FFtxA<7BP%$!P@4@nee@bnw>U?ga
zRKxYFRjz*7O6AFSwuZuSy0faRacZ;-Z6U6?IIex=E);}B8tPVMwD}8?EB%98+Aami
z@jF!+7wzV_?4@?bcR@THDMuHauO`IG#m9>FtN}wZ=_0vj2Ay(nQow8LQK54it+}5s
zxu3|;umzmcBn8$T8MhBGT9DrU#Kkqj6xO3>X?dr<?hTq_aiS1>iu5EAj|c6nt=0>a
zXc^=+$P*%2&2I7-tpm~nuE*umcj=uDXiX3bc7qKkTqWYe;UP9|9M&=#0746iwps95
zv=d5V-{HD>!*^2@rC;~d*r(fCq|-RVTALu7F?yVS_dl?Fv-dhaClpe?%}h|UFHF0}
z5h{@oY&mwBs?+Pfy65o)iiaA&WQStM-F@)j+0UK-3lW~J$KXx!sP(T{y&3%%7Y%||
z;s}0RGh%)1aBtn2GvmNLtI@O{XM||5#dlN}m(lco9}%hX<~xW;#Q$YPWKpml(cq-P
z*IaYpfC>=^<1w=+aXLN2JetR<mjm@1Nw#(C^5DsTrd_JkJjCnX(0g`(y=Jmi-sPJ$
zZ5uDUZ#u-w?$@?A33n1c>`%5Ab4)jr4-y!!8n<GQ4aorFRTA+mOcc1E`u=d|Pu9d*
zjX_on>P18yX0DM4l}>mMeyb-~X+V=ZIvad+KHDRXA7C6?Gc=jBpDW9QFDyw`l_{xx
zP25bgcoRZn(!=rNZeX_+{!Q`bG|FuJzZGvmVdqam?Q?aa6TzUFwV)Lm63$GJdxLb)
zX@rKT=KT_1JyBJxU!qOdp}fFNeI3ISa)_arPXa1rdTCu{W!ZPbDob|K?=#XQrbWU9
z1-aZUv`|XA<e3WP(RhsW#7K~a_4b<|A5Duvd3zSLl)i`(#e^->lBS-xSi>}<ui_hD
z<ql#Iimsj#iXWPQrhCD|sEj$?P^VnO97>8Xsmw9gz6zec3Irof51&vlb?0f2h$)+w
zu|%b|n{iOYf3jz0B|1K8U*U~E+i`!R$zX=v-)J&q-?>$neV4tWywybWcdca_4b&Po
z7|g`CcXb>k@$>xdIg3^F>X;BMF<--bLfquwJ|d~*!K|^=sECpSlF9dhV(UXbJJ4IJ
zA=X{U=u_3X-tcmKA7x+P9vwT~GekJfOXUTJwzr&i;E3PFrG;9rC(GeiO;oZevkuL>
zr=XMn_aegYNj22Zq--TP9!^i`>eZ{~nKTM(km=rEc|8b?$GUaZp;2ONe^~hao%ip>
z-mc<$HOn?CZngpq%XbFYssegs2sTS(6NS~~KFY{24{BIR2D=&&u6FvcBDgVAe|_<%
zDySznOcf0L$TdcFuT*;597zKH2wQDPS`V}Vy---JKk`qp8Uh&JBWk#}dNSY0+FBwZ
zQP0+VN`6#4`atkHnHw``@V!RgRDJ^o1_CIyZM4bM_$~zWTP%?mh^;Wyn-KXuj6P^?
zX8L+XEhSrv#9iJN&T4SPX6@QFybNO_X&}L|(ObE?P$Y(%4OWPo<o5r5OC*EBP*lhe
z!gdDNrjAhjL3%3{a55#du##7}==rUEq9h`v%<=uJ=k{O7c`3tMIF6aPvlc1j8tIu&
zk};`JJf+PJz0>O*qMWPi(J<bB^ymhJfFzZ(ivxzOA*kaZeQfBrUP)2|QbWGBORpSv
ze!FFxKxI<*!wMneRz_}%4I^-MxuPR`J(_=v6f7VaWgId(@qPYN*F-%Z=2o4-<F5IS
zG^YJ7rTMyC=k(<1*1oA4<b>c4ZA%g?eHYdS$?R&y<cxtHGl*{?E~%iDXee+C8M}xa
zXsmnN3DBYAc3Raa?yDU4^5w+Mn}b@OxX(nGhR}M2bu#|74lK(lG5CK|2MUTZ#mXu$
zeTd9rrj795zwG-G!Os?_o5?Aqfa<;TRICeDR*(2#&fV0@>)GWcwf+`aQ2Ilvk%#U+
zcT$3WwDS;h2?%RX4gUELso)=*WO(Y6nhp&LUoH<?8oQyM`C*TqbD0dW2;XjiWdStf
zwn<q*SN~#nINDhJ-tOPJphlq^$1t>h3U(qv=U5$HI!+-e{k|&%^n4iOe@fgDBSbVh
ze*EQp+aIv&e7$^>B>YWTrOz4(G9<B>RGLYM;_;8#Y+Lkr#ULd#wdwYIZ%V<ZxJkN@
zX$#swyDa%=B**)rYaw3+@o2W@8?17ExR+4)xFG?vLFQ;T-#=Y!df$f_ZnfCCW9QB~
zPa$p9-^6?|Pa@vaOpF*`o&;R{*NaEj(6G^Pr1|qQECT0%1Nxpne<!$*I+Lp~A}YRg
z^jA3(=oy&@*C-v3@=8txo+9XK5m(VLi`LCN>iul_Q8^rhOC;pOYG2d;9$T=~*Lb|_
zoQzL}tP>9*dMV{r{WcJ$+~5B7oJ#!8r5J1XGEpHe`*)&A#9W02CvxBaolW)suDMF>
zOYEjFUp(O);v{)VkGWk@5c=<rT%4#FADp<jGetZRuYjDJ+eC*Z4d=kD&L+yX^)VTr
zTs3M<QE1vbJ@?}?+iFDZl{k+2p~%uCz6`Z6!T{o(G3(txRtlRca4LPkUQ*y-*1{QX
zRF+)zWm<&ovWkWeNO8X=ya!>Z5VTzEQulF@LvRhwwb$B!Tz0p`Zx6dwWPTmF*2USh
z{uR{h%i6W><@Nis2d)@^#laChdoI_~Vw@$~C0Cm{e~ippM8zdNW2&=@v$M8n7a12{
zEqYG-0A3&Cfrc3)^icQ7t=CNL%)i1Bjldb?7)9K|-~vkH%{Le3P_P;!)AipkrpWIQ
zV)15T#Rb(6T@W>&d1izn3PFKX3?PmrOKByN<dtu4s-f$dk0Va@li>Z=E^vVp4;%aK
zCPUUSD8?hi&p`l(@9s>>HYG4N8H3R1vVlY97>Vg3Q~;2#-P}TZqJ5f{d=KA9Ee~W<
zhvpWMK!jv&Ue6v~y3~Z;`qq(2phBAm(G@RYn>N?^1_G|FQAbAlVT4Yv#LaO4As7(g
zKP@EtbQS)Qk)97DzaB^(|75eG5iKT;<owdRopAoN(zNXkAO-IeNWQslD{(fHS%unI
zsSnlxi8YbDF8t#+6oRQRRWrw*6)0}oDJL`w2QnRLDg-tb!p_vY9Y?vH=jOcb-mZbn
z(t*Z80xAJye5c3wL_;&}J<n`s4MZl!zAcVxY(sDwjnL-A#U?NB96@HIpK|l+{r_Q_
z668bM*vs<|n)*MRvU$J!JwZ*o1d07Un)<s<8TdNduAr4qB;^2i;-j3Q->(Q$S5Na6
z0Rg?(G3mvYgzm0cRx=c=V{DD)Ntu6r-GN5)*le^a@c_1i_3kimVDNtfpI3KYm!I!s
znr`Tqe|@TFALDiDd0-i&+XE#w2EF+=@y2ubnm-rso;~Wl=HGD*E91L=tKSHk5S6~|
z&uYWfDOUfY;#hR?u~LBEHx<XvUvc*Dby}J3Lm1&o1!k1Cyi}}lO&c?AG9HIMO>1YO
zEQzOOluN$-ZPuj*fiV<VMtTpQJJ^C_m_=rq$GocWKA~unzO_`DAyLo?jP<U;U6wZ~
zIru;Hy7QcO=1q_a@>%^xzS(Y0{S8wGnh*azf}Ux28}pO6y~w9*uh&!148-3OzxGd6
z2R&cvbh+`7BifF#d)-rRcIUn(<3GNs{8hstG~s=O!$&n{SVkmCmfZJh#IpqlWHuK^
zIkt*0$O-{9vR&is{uiKzbxPx~<5>}djNqqQ2y!d3r+;-X|E;K3p5*4#yB*Ad83&Bo
z@=+k4;xXsPj2+7bWa?31SM+9@ogIc;8SJ|}SmyO8fdPn54F2JA%WXS{l6)i#JB4GD
zR;_McOdgs*IUgOAL5}Bnk^=B;O23SduxaP98O2d{wdJjg4*o=G+rHa7toeOV)c*DT
zzj&1P{_D*IE5(z<1R(w$DmTP9xmYL`Ky*k-gZlnY<ec{9L_<C}iF*jKyvU-c#Fs98
znHcfh{=~mqPdclNns(SCcv-utZBCRm*eEg&+#}~^&E`waWh}=u?UI^wL$HjM?~STb
zf~)ujGH3b=mTL2oFR;^MDPz(_b?3mL`gA;SEiSRNC-b!9n{}Hy`>X$up~k>3IK2Wk
zj)4x4^lRZK36v*?uqnDYTJ1l`<bM}0?o40WUs0HSxA?qN@gZH2LhM-JFH>76sMmu$
zLPR}SFc)4zp<q0i5#p(snvwR!FioK(S&xYA7m{$u&|_%8g0!Gz_|j<j5*h7)vOEv4
ziq*RTU$`QOm3$T%p=NKJlD_XBAY{1Sg8$LXAxz)&U&%ofTUZRkg%-yfDhTU;Tz)jG
z)r~IokKBU@l1HQNQ$XS@Y#MGC^XJVmP(I0Br8rjto<3C$vTAQ#XNmdCOCTk*_qY$~
zv)rgp$!8S+gH8^@VKdZ@%)++hi6cvIVgLG(SUL3<NjZRT32SGy%Tz=%tq81jF!osV
z-lDMQws)ENCRpLpEX!$Xz`mCCS!f;gCbI(WFg(EKPjAJ`e<2W&3B9ieHTZLZh_Axa
z@^+C)(141E!6h54%>RC0-x$2-^Sw-sX=QIXhOlblvQ|p{eMz{BM@(cw)}keTSi#@!
zpa7kO06>Z@CFJc0tWT^reclQ%o+r?Dn2Q(I34%+~@6KAjk6ZM{V0U8`kT_r+t%#ph
zPmxEA3&QSI)eL&z-4<to$Z?|Ixtmhl9k{vhfqF=S9D+G^|GlOxsj6{wM$4p2-8uv)
Q@xKXUrj8C6Ie*>%0RmG8u>b%7

diff --git a/_images/5169dba1ec428eeafe28dd5c2bda05c9179af3abc42127d4975b6d9c431a9866.png b/_images/5169dba1ec428eeafe28dd5c2bda05c9179af3abc42127d4975b6d9c431a9866.png
new file mode 100644
index 0000000000000000000000000000000000000000..e72f993558a8ac736b138f9f27c7cbb2a276c532
GIT binary patch
literal 225729
zcmd?RcRZKv-#>mzDkPanMrI|2iptJT%AVO8A~Q*fmc2?PX&EJZC990Ah9)6VghV71
zlKFccy2j_ezxVHcd>@bBpFfY!=eo+p`+dI8^Eh6w=XxEXdV4gP7`PcIielQSrDi};
zi^M5v;l(A3@EyVO$42<qb}w}^FGIHjUdQY__fxy=yxb4Fc^y7vzuJ4h=aEBhuA4V*
z-?&M9wWF7p`w>|Q373C<V56JoK?#99wD0jE^zK^bM<|M~iu|9(_03U5iiV<gs_iiH
zx$*7eF*766$;HD%OC>MwxGX5R<SauCm(jjKx?CD3`^an-I)S{IEmBv^?CmA;Vrv|m
zsVg5-o%dSp_L5$@y7?*>qdtqCwjK+ki{s{>Q|H|G->H5?`76EN{Ce||?<KvZu_x5O
zl>fRRWRPYgww&ePuS3yhZ8ZP+4Jo@FYX5#&JPDxt_lH>y@v?FL`ybWr9Mv)VkKc`M
z{{O`<Gi|bqzI-|0<@K!&pB|mb&CfrlCU_<$hC?HYC-ix&L~OCHg$4J4m)8QXY}l(}
zW5Yi_K7Lj1*v3tpHi><l`}#Je^ZWNGjY#gwnwo{TZr$2;?7QVr=I{{mbwBl9$L1^I
z<_n^=jQR&E&n*@iuO4C}H+=MNLz6cpZP!-lGSQ!r^X9=(=cPQ`mhZkUqweLkC5l%r
z$l*y;r_J2tipLQvg&JSKcoFdMp<K32MbsJE#rEG?@+Jn0I&%GId;<al1?1&<7A;!D
z(SM?&+>cAiU;dhm3&W{Xr>IBxSxMVR6py^m^4l7b>7lBkg7`|}HhDj^GH`l&+Sbj@
zCbM+sCDGct3BR-Cire=I#%L!ucrU-^{rM@&)$7-*KYp~zk{1+QFf%!JE-z2&;-yQ8
zIXTRfS*ec{?nlt^pI_`=UXxat`TeuEJ0qvOD&06E*S7Mk=ak><^mdB^Cps%DtLgDJ
zH^=%UI%>6)6iaq?Hg&qC#cYdHqn2T?_WbfIxbx>molV{qE4XC~J0BlkPvPsoZ<X@}
zLzPG_sic<JB~;(Xhg;<p6h@|hANf#voQ+B_NXvD8w~=ers_t-!a=nbX+7&jBT3Was
zdJm@SRm{!)su=02Wqff}N_E1MhT33p|Iz5zw<Dup4S5uN?{jNv%)foBLEO+v<I4Yh
zzZi90U1lmFW3PK(eSQ7J&(}(wJw0@3M(HM|VlhbvU*Fp1H@StCmDSeSdGCR?O>s*p
zN%v2W?AuC9OLO-<W5r{!s|uj!h}tS8mG@%s{rmUDM|ziClXeceyZbuB6Ls>oMpve%
zPu{t6hoUSkEyd*N#A3dU4XsoU3=Z!8(er$Hc&)pam)hLyjNReGmYIANx@2eS`{^5Y
ztZ7fJ(CF^&_89+WzQwJbXXD0=6ay<K^{KDVtV=N}DvDfN((T*Ncbi>qGO;tayBQ{y
zqdWiT`yY7rFvuSJo;fJlpLMbPAbWw&h<(B9-Pg8M;%SD7@cp$8`h|A;$2;P_#|TSE
zFn2#WueoQ>vhvCP^?iMP6lGn0lAdz>Q0x&p6?gS&YSa2%<}Su}dC5Bnrt@o0-J+p*
zWxbU3^p@K@I0(c(XIZf#*rly-hcIhpM+g6t^ZcgH;T>zpdh6T$OCuszPb_Bm*Dp;U
zpKXeheL@lZO4e-x#%3xiDkW_vM*C=}iH^D1U|e6bhMCds?c28(pZvXvN^pLcT~!rf
zbZq2Cldinm7~AW;Gu1~-loU=*ET>(xl%lq{v>H9HZ`AGad(EYIvbgo&i4!Mu;uU#u
zCAFt%XmcIw1xtUmpOEHu*k7(25FA`xSC_8QEr8FE6x3ONTeI(N3N!T*w_%u`G1(yW
z^l55(z-I1jPL724x0b}hvf;1E4Y!Q6ckMFFFujuG5_kQ&Y01r`u#JVLw{WdjWD7W&
zHh7lsNJ&Xir<=3(R=;_p_nbxlxX-KpHMfc;LwmDkJGW=d6}#@}iTR~)TO1oqb)Y%R
z<L8&%caoFoZ?CyO<5yK#nP@N;N^aCk<IxlGq7}MZ`qm|0))o=nb0g&A!($F81xx7Z
z&zNQUKka!*x3`^p1&2$<ros6tuK&?EdT3=&UT!W$?c2Yfe*d)Md@pc&u;_a3+G*Cj
zgRl7_R&HK&;@5ZM>$-&(Zr>Kl%*tX}xia*{3!MU&xVX5Gh=_o5=TrkZGmacPwwSuH
z{m9*x!nY~98BOFi2_{XZBz0`AyBHT2+E(PIDi*^K%6R(EgAL){SC!=MGk#0q#PICY
zkON9nvVZ9EP_>ESYUb$Z=rcXfV>4X#mY>{?Iyzjh$)6T;aR2_!S2yKC&Yw43&#&OS
zg?p=O1fG?El$8EjT^*g8cQ&V(7#YLuf3~oa7N$R=hh6*i>(}CAL)LkoC6-a=6(^VA
z?_Ai~t;5It<5!bQ+-i01MyB`sd;43;PHc^cjO_gUIe=rm346xo!!43t-&$Cx;r9pQ
zJC){sGn4gAN>yKD8k_&jm?=K)qMLHZ9>0j&+%#T>jf292V!td-NA&XbYuCC4aw;BA
zjC9wh8LlC>kwO8WxpVh!7wWEKW2*jcUT-vKj$4X;VYr{4dwQCD=ZtO`q_KYyi8_Bi
zXOw+`(bN{dSEHk&0V!hYg3+QX!t=!$pDHaa&1WF1=uOFygZEw9I897Ue5NO)Ufog%
zuc=WhE-tqH_~5A1RCCjxiltVNyhBu+Pu_>3o<4p0s4iyxu1p6vHwj_!I|l2js;Wpq
z;!!-wm6(|5*j~E*!0TI)wc#sFojSE_Y;4TT%xs&|jh8H27NjM7_WJczoEt0xW@n~M
zf4vdgoovuK(*49|cKUeMuieRpX+~8?ll9gn7>O0|u*7J-?G;y2;>Qwa2wZ?3;Lv~;
zlFFC*;@8s6n>XuRmtiu^wyaDuOc_S8=Hli~!o!@H=sqvyH#y2$aj>!A@2lT=2Pmd>
z+1d1sc+_S#-R)&3YB@W1?c7<3r55;FR#vuD%0lyVZ!hiX)-9A#(V_kuxUp;589MU=
z1L@H1EV5+M_F)BFU3?N9JVsmj()e&`lal<wF++6I8#itMs?pP<0|j0Y5_DNR>38-W
z4Ov3QM!RQtpUEXNS=I;ET;J*zCA#~XqXZZ0+8AwYK^jU&M`xRekwU`PBjacy!fV#h
zuAMkm_b-Af`|1;W|IB*Jd=*X2;Aad;vUku+s|0Tb3T-9DZT_o$pN?6nz&0j!{f~wd
zLl-yyByT+b<)OWnY$Ed2uzc$GngZSh#*fZPpL0&;w`M+S<6^}~<pfVA$m9e!xChXc
zd8i4p02tgIl>GapakrO<iigypjWb7U-5IyYKM<K~C3=a}*~Uh8G##fY>oQ;Cmc<k{
zSwc!m@XXY&jHXp`-r{&ItQWn^A&K&dqyx(${&~sND7&h&+!0lDkELC(X|(q2;k4d-
z;Kf>#6#d&8+k8h;E#Cj?IK?a{C)b$|I50b2RIx+!Qd$!uBjdTOtSpP;mX<txiYG(L
z{id8o&Hj1WkbW^y@zhs8hKC<L;Xf7eT5)RWfddC}@7=4qD6%VHP%wH)hyT=u_7g)2
zTFC~PmL;szaQxi#;+wKZ&z?C$0~irVkb#m?MV$w5!xC(Ws$F6+oEhD{y}=0yt2^^8
zH$K6l?d<JMF?s#=t>FeKk6+)d_8mOv(BGKm)Pw#!IXT&fg%#61kAddzdb;k_+yq&d
zU*A7o&`u^jr8(OweE;(+ou}re;&c6;T@*pz*yh?^N@_nEwk<mP#OF)8%Q-j#Q5OV-
zh1IkU7}cVy+q$|gGc`5M+*_1g^Z5yC0v_<0i3uO-QD=3qotxYFJvU|3ntqOs)}Urb
z-?*`q!ktlmeM_Of$jzo8K;6-C?So@O%V=rOi9Oj(u)+M7QGB119MuqYtmvkuw(p*-
z@%Q(m75BX8GfwksEpj`LJxojS@bZp~y|d~5P;!Jz(w3q=onuyfR1?Y;I7vf8b5-e7
zx#Yb>;|vos6k5fpZ<`Zu){!kpO4il5xX!9TMzdU78i2Yyk8X_u-z!(H43CWL(9&8`
zKK*0YLOMEu)vFWCPAHrh4*(|C5v~4Ic@F)7{@Af&#U&-30KXyO;pfhsqeYcj&c$W+
z)ra(|KVSXpMaA3o)_vXXbNPyuzxoE}j`FhB-Y+k&cR#zdrmDAMX3)*4?bO`NF*Oa1
z^vG1bwd_w{z0xo-;f#og5Nn#tG|z9ekJb{tDt~;FNscv>pPygB1AHd(06q;2gom$?
z=mIR*iYM9F&$V)8;*s80OBfm1SUG?8z7EdL-slVD5T~;!MmrD>!pGOwM9gIVsgr*s
zO-9g%Z#8<WG1+69PV3kI^=q0RXQ&!*NLBB<cb7;NZAjiFWnU9w?{diAH#yttAr>D$
zGoSqF{QUe@8Ge3#ooid@&zw2q^Xua=J6Bh0`&9({yMLl)C%T!j?ik-{lstSW1T3qa
z%&MWG(brnwT+l7@&lRLgT+Q`SHTHJ8JDFsdvZwgOuZ^wu4;cy#+En=S+UIfMNz@j8
z?eDk8nlpRoy}^Ha<cUGsFji0)$9ng^Hv(RRtsJO~)M-V($xjc5%Fp3_?neFd`hvcO
zl6E_o>SAsDLj_cW9=&?C3>4t3nfT+Oin*x0MXq+WVH`0|16{S@WaXo?)u-wUS(f^+
z#QRUKJL%_V=j3G3r3n7>1WRiduN4iY;5&M{yj*d1<ov1B-P@azcdd{={$t_X@7JdY
z;McDG1LeueHR=d0;H9EPj~_qYSur;w@#@C*bLi~1@wP4Z53yMk9yb44I65|#cWTbR
z_~FCbRu8?+N<2jrXGRTA;(jK77mC)hwX>rEZF1tJrKR;6Xl6oV?`s-p(prIqka%Oj
z^dFvDe?3SDrRCzYeYJI{kD{ffX+|R7dx6#^BytSeHn>#0JKEn!AG^^?EI%qZSTk;r
zX_ZW7&7jiU^yY?!hOn66pdgdAGXLDUq#(TB--{Uk)*3*S*xC$UV+$bO_58^b&9=_J
zN;v*iroT;uy)5spPTW~w#@OPQZ{Flyxjhe$=3mk`A0*mM932rG?vUKlf8IxMK}x{C
ze-TWQJx$N}AAfI<MQQ){i(Cc4Gk<?&IaJLPw!ePjeiS`pdcM58yyTHDIxfNgLHP^t
zvg!FzJloF#alO;F>Fn&BU$ZVQOwn2aV3`~lw++&Udtz;pz~v;jY$23`g_k$WL{pd*
zoum^R!KnwJTXO5xU?2n?QCey#mn4N{l4eoHE9b2&%qoCNnDqhBzU;)W>~W8Ics75B
znv8YK^lt7ya3BZ-xk=jwkh1ShB5nEaFV_tQGOZqRVnx*Ap}GJ5u^)xs=lF2}Ik~-A
zx3aP}oIQ80sV<67fx*GSq2M0cn82n@23g|RP=$qsDh9VN=!mKURA#vEo3EAg{}`iX
z<1{+Rag$YS&6>qWzPvaS8Oa0)^Z;DY+fYebngbs<5Z^<E`P9{QmfwFOvC8lF#Dp#O
z0!qD4Xq&MZhm2c$gnBrq9WK<dqg-M9+xv4^D)}vrOO=$AzI9Xp@K~;8WMDWOA0KZ~
zhL$2EE6aVJPl2@#MNsn8?8yR$@bK{J>R{&1uV2kO=LyB1r<U%9mE>zTIr_EOXGCy(
zsN?*qt*)PDesu&F6%|Q}7<zlleE9Ie{m18>A08ZKyd=823Z2BGr;a0XlphRA^E_YT
zskvDd^X|uy^##tR*sS_l*+6XH1_wPRhV3ZjlPBe?s;i~^r+o^1v8MuW-QrVGRi&Zy
z_4O}2?^&{RshX3MSXWmU#UAlMQc_YGoln|R{NMX`G&;MGcJ+q$UzhEZPy47Cx#7$+
zyO{P3ii&)dm6gEd!371<lr47i#MhMg<vctQ=q#0wA1}hKW*Lu@a#*w{UNQ3AV&<e>
zu^XF~mASL4<sW$2Sa)68`L2vglAf|Mb@uF8QoJu*SiY2d%M!>P#u-8}+N2#3#tcSz
z;n}{vri>LR4%ki1Pxo!wwr!iT=%qw(lsE6*<&1m$v+r5R;wnwsbc_0W%1JJaq2%~a
zQFaD8puNUA#ufJ#QGqIFaDAO<Sz6lKDz2^@Jv}{b_wBnAd7%@R0KGy;Mut;BK%fQU
zOX!&ISbrefnmyE7vlQGzTI$n0&<_e_TcaX+sq^-E#q_K<|2DV#NkH7=gKfbfAxkVD
zdNXZxYgfZNV9|CC4cTO7YYB@Lm7(vnw6<Q^`?|fIkC|Ul++%MiQ=e>g%f0r|xaepa
zUS3}Et0?0AyJrh7j6FCykh}jm=i&C!m0<LMBv-c|5%oNBB!gFmGBY=)q4<>iBhWt?
zd(QJKX*`MI4R6}Ib?cK00;*`eA>Y0oo|u?et)Nh5Mi!+*br2IiHnuC9Mks2mL+`7b
zA)%o=R8$tM`0x(|N?MeI&p{A>Ff%`v?*fQm64Id*h3>jBZyJbdqE~4yw5Y@Xp~|x`
zmB>|FIXS~N*0r~nSGhEXiRrw&vjK7rTDQ-S&-A`PT=qAgKGj;vE6ZM9UQSV9&3JB|
zkgA%smM&YijNrYJBfS9&)uE_uv?-4OIk-}+i*>Pxi8}!0hhx`$_Wp)sMqyU^Lbr~M
znbkBDfR=`~HUk#U>KJY5O<5fOlwN(S=GAPR5PHsnxT2?oN;@~B5z!?#Tix5YGqeY=
z6{_!|MJDM(!1b3~MU5jbU1ED2xhj~RP1F|m$NlJ0b-Xk>Q!pN-!|<m{C@wXLs=@A^
zRdiRcU9-nV1Ml((WaC`9a%J(Ux$@!d8#gX{mtzwg7q{};w{NRiLrJ~OG|O86)y3W2
z{m}}WlQhoG&Pz#$ktr)Hi@tbq0UO&TgDGhg)*{!Bxh`!oqu<^eY8}=RW-ai<(+Zn=
z^lz2#Ph1q2+t*QXs$l%}t5=UfN_FvbL=aKc*FU;&@nQ#5s;deoWG-I3hz5Da_2UD(
zrxye$292hg$B(O?KW7BgxVq&KYY@|_pjZhTlhhd-|KD_gCRM%W`3Gnyh<?jiSr<?f
z-|}By0Br|f=>(1>Th4#->l!XDuFEZVQRM>z)l2+N`1q`rm$x*lNV)*=5tXE=>+kj>
zDCm?*82$s&SbAT_JAm&x0>C7XzkK$L;K$kNpSoACUQGZhBhV+tVW*Cc_>mKyp7$&|
zP(WQC8l(jPv9!NiL;CRPv&BcfymEa;x>!?&4a8y`8}88Kl@09WIJSQWz)?=ryZmqt
zR3R)fVcmnW+{lZQTco7cc}(Gc3-G)f=&?CDq8@nujFU<Ik%VVI6AjY9QNw52L|y_@
zZX8i)a)Cg^{Mvlx@}*0+2bcf3;f<1Z`e%WL_^9E|V15(d4is3su9{G%{e<*0D@_yC
z#`Hm1U1q!o`cq9!O==889_TpB!B-9)Iu!Fg-pN`+BdAa{LA#-G`}5bYgDp4We^2oH
zTN*@THsa>B3FvYB#YLZh&4T02uit3yyh7SkXVl{5+}sRcQ)sCP22*=(Y-7Pjt%l$h
zji&=n#DqUSY05CI&#_UulalgIuhHmAK)}NLAhV68Dk^6SRUsPu_2t{`5m4)lodQu*
z(xXc)q&DVxZ>ge{K57NgdZ<Sz3_x$ws%EPalj<JE-MVojVx!dqib999ILxkz{(%bW
zb@b?S%jpt<Bi`PRb1G&n`n@5X_4PM@SE5TcSSO$C1{n0!Inv2y_l^9^m)XJWt01_#
zy1F*Go)3He>J{g$@$dMkY0j_oK34rSnHz>amvjEbAMD#8BPt#SoINjEiEAh;pMKnW
z6A*v=`^Rv=ZtXSV7WW<XJ0F0q0gD)|XA7^bIyvRmzuO~JZNZu~Yg~f$#q!LiAK$t@
zseP$e2M|S^bH!BAu4@NvZ6C!SQK<RzhWz;b)@5hrAG8+J&_&LXx4KGDl31V&p1yhW
z=Hu3ac~$Jd0jJE}f8Rgwf}jBUaKZHa7H@Nur=<zD{r>_vK|!%7`tS+}wx7VSu-Mmu
zu9g`L^z`%)*{b%-bQvVxd-v{zHC5mbDAbFo3DB`EtG4`8vRL$K>sP<aZ7FbG@hV=4
znJPa1^RAxgrDqgX<~t@P6J`%e`1JYnYV>`9Xf16QxpnL4p_-^azp`QEQzdQUNno><
zVh<reh;z^wRm5Vt@JP2E?Pve-;|Eaq0*Kq1`HTNW;%be`Tb>5gqS@u0_~lw~57ilT
ziy_`d*Uadc>{?x2UGNHiVkV%kp2^G<Cvwo6gdJC9T(}o4<1tJ2{<r6av@c}x)J{e3
zPBlt5utDdn9S;o)JFA_n0vqG`;Wo56u^4R^FFFbhryD95lsP_V#i6C8@(@qDTk;%q
zOpMM12QNPG>P8wA=w#rrM1X)d_4Sny*;rUv&!SQ{YIne5X(>H^Bx}@|1yWe<{rlqM
zLj^K~2B1%6kNN*|QT-Vxm<f|ZPosrEagS$>t>EK}I@aO0qPe*lV&gXNZ)SP2v$M1K
zvy+6In_GcwU=Nsp!TQ(Fo}DQv*{&uSEh+sTYVa@+O?p#Xp2K1_LH)ct*D5NMNIy$-
zh{NIpcnu5)2;iPtdF9H&5<DqfrIC=INiC!{DX%^~yUMAKQ**ooT>`l-Wn!u?blH3O
z{k`OdL6gtE=Jy?0zPyfSPBt)qdHWv>@4FfN>?owumE6)!M$R(;$w{ig%O<{DcdN_n
z9UP4O{CQvJST(Z}dxnFvbNHuEwgvZYYo5neGt0^}&9QcRdznTVy1`)=m%uw30&zM)
zkX){u;6bM%%@{s}t&59QhLS2pmMRdhQ^D&7sKA|5Llv5~wh4OPgRRnL78dpZ(ZzmK
zGKzE4N5su?DVtL>N0VE#pN@5Pcb^*_^_qrUV63?4?>&;Vl^z&-O_`#I5gdUpFXCud
zty%@>4mxT)c-J5J@^KU|BfbYpURhh4T(eK*(8-f0bM0#xmhvl>zVOAy1PoxczI*p>
zZU4mY-*#Bi0H-SEa0}3#8vDn-e_RF2#b>lHT91>HGYD%pgLm&AS!s!`?(0nsm!9oY
zIh*9xQSNkmyY(-u-K3)f%@?$U-BGZx9hwT=J`}V3fl#>x1-17Ny}b|}Eik$nC9(A6
zZv!s<dk{pa+LQp+P&Kj@gP8f32?+^pla=kl#&h!HRr2RSKL<iSoszP~d#If-r4<s^
zmyehBY{y<B;52LR)<p5utEs((htHrn5~B-Zst)S6W)x4FQ5#2zwU?Kdq~n{_pbQmt
zPn7>g*`uNm*!lw@opghHw^W=`a{W+z2AUdwdwY9GRMa90>Ou9(mrQGPZ`EY&Es{Lc
zAPfM&2Q9VUkq1H+lmYTV8`BJ<uU)gqjQT?W0>>Efz*w;QA=qX#4YU@lhp<eVOM)#g
z2gLD5kCdTJ3j)6=SEe!&Qa#jO_M!zU$(e`8h89rE_!T3t<VO4IZ=022p><u-RjmB>
zKHp=Yd4tX^`IW%N>|GR<XBL5r>H=OOdb<DY?}I1D-yc*_f_fSh8X79uun+Vg`Eh~Q
zSAz&X1xWZG9wqEJC+YfOoBWCKrOG=t9RO0`k~z%f59NovZv3g)<8e>S^-&|;j~rQF
z)DFqP?!bY&(TX<jATi*!HEOl}ee=|qA_+qoeD8N+>$uwBx}x^B18xp`D_orRZ+`Vs
zxiLT0^ViMc@r4rwKi3yoo0B^NmI54Zws$Wrh1Gfvw3QxY#;m}J<M83bjjq>TUzMUw
z(T#r$ceWlHqtlqp)3&x%LK+dLA#2&&+vmD>ssLDj!oxzD($846eEDf8juVrU(Ek>m
zTg0UD_U`VcezFCiGT7PKacy<w*|%vW_yirK3fxaxJT!n`!fe{h<gj?2N9YPhKWb=T
zRj#~j0Vz|Yd2fZk!t~6HlneCjM^L`pzcz?u+EiF`)#`hBg_o5nm}HurS!a0Hc4~YO
z3mw**6v|YZAA8Tx(D^)vCkrT(EQ>($U{H~U$HyO|A$5NH7J+?1L*2M}lRQMIs`oy4
zKmR%0soLqg?qwk33gTDXkUxH}bta~!wUrwZIU4iw@HqZ|_<<NB8>d_Di&7o=XTAom
z3hNJzTyJ>odCS<b<3;HUv09Tx@P$OZwVytJzGGrtd_kImD4%Ijz_6H^PtCx9733uv
zfUACteHKP6<B*l5<(qQ96Zc&|a^s%B@G{I8_&=$b%Xohi<C;A;C_PEv>c6PiMx8R@
zOV5Z;bm-eQNNnfr86AEBN4t!C%|H0seyqQV_^Xg}F2u*52Ngo0GoC!yiZ|;lGZG67
z4W+*&zpmK(dwW?pZcRp$ghb_*{dMf$+KO~1EVmgq4Se?8zI5qQZI@nPJ}z0WwVV>x
z5wOouP>t;z9hZQ~+_=F5sMD;)|L<a?!`+cgyTyJ*<4RBS=C=}xR#9=~=7Hle{W~+*
z_v)h*lg?J){4OkV-&)J3zHn_??(JuU!XTbmMwr9rFJDX^&NbY3YGOdC1H<so3kXD8
z3R=4IEH*6B5g8>bvX2e5x8&N<0`#xG^ejMM@cZ}gEhR_RV0B)&a6vDTu1LBE%a?1@
zz9o0}+zg9ZZ(8-@#ZsVh)cMtT2J3I;zJVq_CC(ZOSe(Jrac}?gx*KQHFTg#yrF6==
zt1vZn?dZTeW+FKxsfVZY>^ctLZc&<1-M)X)BKmZab|Z^^I`^9Pe7$BJFPJV`^5B6=
zqTVN{xiICAg&q|Y5+cnIJ7WO_hw}T!hrxt6KJL=i(ILXawXJT}UE`3_3HAT^<>mS-
zj_Vq+#ldh6ca&S11=CV+rXv6;Aw2I8i*Y(^v7T~lE8Kt=ZsMdl9}&UsZ}KkN>YPDZ
z4fsvKp@?OC@~O>1P^MK9Q@zDsy?O;CblKuP;PUeiPZ}Bwu1=<lgP%GHNilpZ_gm#R
zH694jM&s@+vFF$;pZfbPZu|YCCrGmst*RIHphx#(V&0QmZfRu&3U?MPCK12QCGR5%
z!QBJ$t7Wk}4O$ohW1!`hodN0^8jHSnR7jkRg7`Bw@D4R>5pey!efw;`HY9Ux_Y}^|
z%v{dKc8+)-F0J>^#KxM2y7-<rAtWL~Cn_qMJnro17(xggz*OJ+{FDnV*y&C^Ip+;h
zqd=PNQAr44MZ5Iqs-frE?zs>t1Ud@cZ4q?VmO__R?S8+kfbQ%8_nll?+S<_5Xu&3c
zDtMuL7$tu#64kvG0TOTDUV0pAPz^2<m}^0Tt+2*XXm55P&+z)T>+If5!!Epha(s|c
zLPFxjHEBl3TMH;y|Ll7m?ucVqheSqlC|3BFv4_Ef%KLiv9|p_KoxNb!n2Ni*q^Qo-
z)9>>SR=<D05>&ey&m{1AbvWk+m6Sa<KS7*jW@d({VTYT{;W`JE`b<Vf#_*PD6hAzd
zFo}w3R7a*kB9N8+YCi|!zJQjt^UIeYyp_R<YKZl@xw)s+1lQ%e;g!IQ7za$*J&zsJ
z^!0s^yS(r&82D23=E}*jf%<GKxo;mz*iiOW=8#Kx1PNfI$<(Iv=CSrlLa{Tg%Pg`Y
z`4oI@>n^Y3+I(OsEX6SFT9b90ix)5Ek@Z@Fp1uR6cLZ3Y3sI28r#)A!lsF$A&M14d
z|Bj68=QoL}TCgjDz}^71b{c!}Mxq2l8HG0%)9QWv9U~<yB0}tztJ^&63!={beZ%^8
z3y=ht%i<lzu~)Ay*}Hcy^#~#=k{qdp3eXjQ|Ni}^scA!D<bBOFBf$+Dm?&F&dqJHt
zHRAH3@Glb<7B+gAb!m;R{r3+g#YYEB0#7}L&&wrczYy7r!046AJ+I%F9{))^*m-Te
zxwGQ+wKcKNJ-)nHNj(BcFS(_qQ27^41MYJ7^jtvURTH3rT1181Pwe|eZ@pOU4*mE~
zT_?GP>8BSvFM6k~RLa+1-ui%(vSuFJu|GTb+N9h?Llu^26PJ#1UeMnl6ftbuJlBu1
zh+J3+xxhN%!mC4)V)Z|Br5EVMtk^x#;$D)N_=XKq&dr%l1^<ZFqoSP-9~(c_K6z5z
z(o)=Ldh%pxp=zciKYzTzc?Wpat;=$>5pN;IrgUb!jd)wc(-zrv#W8axZu3EtZ4k>4
zrKpB;k@0Z|Af_J6%Be^dmHVhB`Vx_NQQWIwim-+*L<c6@6NJyQOA)mGs<bmF<Rp4@
zZ)_q5+*c6OwRz<zJB2Q75RMn9s;VMf!VbJ|yjN*H>Xn+<wS>`W81V@Yw6#q|?^Y09
z%5tNG$Mv{4^9`D}S6-KKsY3SWKJOwR9sLr#QczC$Bm?TuV?2a<ct2{InuH>OvvAFh
z<(#rZXh~%T$pJ#9u#CC3xvvJc4kx0(z`GnxGczs-m3Dyg%}+i*yOf6%)P3i7%lJ=C
zOA+yfguV{Gx={&Cvn^7XFi>en6u5IK85!X+F0GDoOCxjh^6I^pkap&l2^jz~Yvq5W
zy{hqyq>z#58yKLah%<^ebwJ@TgUhUUYIgcJ39jWHdMgUnpuCouiK!MY*_#wy{^_Ap
zbBNH<P$!2g7jtcKTz*$KJ_>@syQ=7UXW-D{zm1Rd(=0+7?7K`TWnfXL<)P?V-5|~s
z1=kJ&b|rKLC_8}`Gq9-_JbwHbXg${Ax6<qgGxZ1=sla`7dXgJbK_~$_4Rh{pp4S-C
z#s79r(sv@nrCix(onU)28#)skF*1$Bj5F3lbIw1g3(ZVWKw!t(*k}8y3g4lM(ohgV
zo%;U>ME9exqUXPiRiTWK^aZZ1y0(^1c}LX(<uvC#gfW0|1GNW%_ifs|8P;yZvG(JO
zq3Mb=OSHPGi-?L|DN)$I-P}ha_W3R=iO7%;ZqC{A6qQoW)YLjlX6d7Ypn>y<!blw#
zK;nClsfSUX=${b<Zvh1iZQ13I4&gK=wznb)d~dzwRz&^)7-F2_LsGZ3JEb#|&%aAy
z#5Z-oX~=@|QE2pwDd9u%#6n2Q{jZoolGy(gvzq^WP0l*b`Zqs!cAkM3V~^I{x-7YU
zJJumV%*Dmquo7wE^wfZ(BTX01Jw&Mf=7X=uH=Ijz!nAhpR!7$&Rt0v<JBx~vk`mOB
zszlY`;i8I}tma8Pn55R*Mq(^L&!=VvY=+0ii0{)_xFYKES{F4n3yW(OWp&LtsY%ZJ
zE(>qpzS8P}7Y&7byBLwZRHG?1wOY$*^EMVeI>aP%y=A+`^m?0G3#eh=)Wu>)6fSQa
zb2Ns}cC;Z{NHZXi(ODH)G9bBNWW)sUYEbrSbM2}d`zNNR9N>C5?YFkJCMHI}Ye;#N
z`$(5M#D(2!i7Eh(1K=kJX)W^h(2E|)4V9jQPH3H4go3McQ<ejr1bH>n0Xb1ovYUJO
zo?`<_fnJ`3nu6#L3&@mZ9KSjd4K80Lih)y}x=6vHp1K%d%hU^*6EJ=94!q>Pp>&E*
zH(oIi2%i{;x{AN=7z|=7vP1AOTu%fz)KZE<k%Glii8Ai~{loT19!9)r6EEabkg^(F
ztR!R(yp^)J34f_|`!%+l91j7kaI~VD+S(n7dhC0jB$Y}_X&c5Z3`k5AfIzXnNf9rh
zJME_%=(9mjAB)AQzm*VE;mw=#Ee0hvZ)PJ2J}C1V5nTFC3Xo2qJ~PITjg5sj<rNgD
zySwLFRCR$YO3KJQ1_Tcv7F{Q9gVR({P*7EKGv}r_oeg#Zm!5s<?KS=G0USh-;_#0j
zXA26BmW)Yf9eR7Wp#9(>2xh~$8{N3sD(}&BZ4Vs^1=Om<E3DXP`3Q-cgxj~zfi9b-
z&p@*1L^ZEEXk|5KlLB?Vnh?~faTgT6Y~RK6^<ATWU+q;Xhg@K0gB8!<6>99;CycGx
z#Ml4y#S1n3g@=cyvH7a|v124LLeg#!m{SW(C$_#E=utZwI5T~z$5b%OH}^npp(^AW
zu@&!-5_wi#t?FWt2oiubzgR{_2L23$?e+UM#pNpe&(7k^e>jVAW8i&u`}d2K0$hbR
zjr{ysjW<U$GVoqPLV`VgFm#Lm)ki#V7>p^BTY3RCI@q>CFj_0?W>Wdg_+G-Lusnc$
zTOJ<EX&nc;t3riB$_yW!sCY>J1o)G*Ac~2~yrXM}U<<`?H$Y4_GFD5t3RPS3<b*rX
zYwGJ+NH}v~05S-ykN`w)5DXy7VTf9ildc_n^mS+l86r^&7AzoM6<X76cx+@hLlgD*
z{4`p-C<j2!dqZita&lVQI^Xecp$HwB4r~MBN&UX|#v&(3oIZ0izw)5puwLR&uI$(W
z9~S2BrreXiJquhw|1|-nNf5N)2kZ$Ns(hl05k!fhM`?CK2+SI~WC+Ahr-{^g6xF{B
z$s+5kihi;itxH4jW>^=i$UAfn4sKW)2_Gd063L!h@}VU4&~Rrbsj=CXB}w($@M1t8
zgeb#^5|oxMFyn=zh7!hTC<XK(BrjjuA{g<1>7+i7$U>PRK@RHEaA!4=QyPHHVNG(r
zqiYp^e`b4eOJNlpAlADV#3E>^8hfci*N<U{O_F*v@w+#E1TjSV8RGt-)|21%^xTB{
zYv^PNH?<Z!4YY)bP$zsoHjQi8*>?XIQcA{_q&2{ikV74t(m9Cv1u?_^=mY38iHAzb
zL-98&JiL;KTrk?VZQo9EA!hgXg|-d=bEwP^wn8wosf{1<6cR)sB&CyN)(I&Y@IUVB
z+Xa<U4Fwlqn3#BkI}wHF#fulPy9!$sY>9Z7Wbt@iV!LfxrGO77E3|}jMIAwdMQu%W
ztataQdK(#)OkMjuRedt)6o-)ba(@2v5Ik$1JYjsx^Ah__X=aoS-fEsxlUPejOX|lh
z@&B654B<;mVvCBlqEOKQuEVCW1<*!}sS?IkxPtkL|1Q{w$yi-95>p2cSq^y-cNHK#
z5sE7OWjsIyQ0z~iK2Z=<!C+&z%^2xpe?fG^mT5$>63c7Hje*O19tDhsB69(FK6XHT
zRcoV?Y;Fw>4(37Z)QQ_fhld-iCb$F7OMo?0d+_#Jgz_VJ<v6Kae2&8(A8<g^JA*6t
z{{Dgf;K74Pk3pN0U5-Uk1$6)1rAVH*#>Xr&8CPsXu93F(?iVp#sMo~7!_PxfcL22n
z`Q8fJC=!8uJFG|flM}hxBW%E!?}=Xw=GuwiY%Odgl9`9AnFJ#cN*f7J02XhK9RCex
zfueiser5bu7#fkR_qQbppN7hEb0x*i?=6Jjt^t`D<UI;>&H?>j<ki%}BfWbNLnXPR
zYHURWV<HfAb3lJ{{P>_i<2-C}tgLLisxGFxFP<vTc0cK9HoWX^Xfg5)@`&-Qbfn%<
z65mH~bkCkWf5%HCLNpT}A!p-0{Ama1lEBujD@g8S)24LqxxoJ~3X*c=bZwxa#It?(
z?BCKEA%Hk7ptDsk75o`;O!)9`bP=;MUuhuybNBCWLC{o4PHvUCxp~ZN9BgQ7ABh-k
zJA3=HP-H3Uf0U4J=+{Y$#y$ra*K?91&kuw!56OB0Rz7sEtwUzW%q$;mjkFA6RU;%J
zC@G0c0OyA;pj|*xf632b{eYJYzuelfMCg#Qm~oyj;E8f&Nb}rO#auONKw?UY>ENuY
zipp|>GmHJhoFD`O%m<JlMQS<1T_jw2UTL<Nfn^?QH@P7qQ3;s)ChL*mL0J)<*xL>V
zOcMQSA3rt@%Sw%iSPD}A3I1%Y#wM=0rrCcZ2<B!d>`;B2j?6h(WSC?Tvw7;*(28AV
zm<e%!<xIjP$g4owzi{i8b!H^`*Z&eZfRwP;;mODYkYZc>@>SWRVkX&^^aw=}1cVsf
z)0Z!^ysEm!uG8WJYbW2U8`-e8F!RN_R0eZ1vrn)9L|nte!c;2!XNVpSk1(|^kKG9_
zG2$NXbF+R0KkzV{(gL5t8S2jmgSLm3fg&0Na|-%wec6d)gdBbO@<mcgsuDd0+IblI
zK_|(-d3|LiVFbL31B660v!-#od09w*B|>`V;&d}7y>{p5vKU{290a*@`13QiQ51(7
zSp?Y$pc@u3N;4u(oX^x?k+XO<LfX*UNuEl?m3hgMc?I09z0_cZ!?*t}+#r+1L6NvO
zUezi5G`b*zQU-v{jx-~CNGMfn&tlc27r+=y&|90%8=jxP8L`r26K`DfreAsY@3Y@6
z7Yj%CZPkiUDRS%3zz!#Y*yyyB(`WBkAk3V1R2!9o4oTI>QIL*N(E$k3XoU-q-X+kL
z3}HYls{1&E5{E=MF~KRMo*>Wh0*s{whRhppsba-_GEK*^bBWeXgdQQysMT;5NZz}@
zDI>68F^Q!j`NvEk9JbpTK)-Gey1SWTml6F3kz@=Peq3AIiMOdzse_<I2C9I21F%3o
zktiz^SfmMPk>F!(8yz1f2@up76Q>G*%f9BURfIkR_%ehtg{mc)WQVR>%JA~0+zNP-
z6A17lz7`1})CE_tDm4%rWHp9ZKu}Z<9~LJ@Gq_A@0g2^e1Kf~1whRzF>&Jafs3-()
zOS-koe|UI|8P~#o*L>}by2Nz2Y3_iT1^S%W+-G455e$MlO2$NBRIwNs7>G5E<HA|c
zQOIY2(nGStuz&&zWEn8-W90i_9lD^{Ml@qQQ*{tZT$fSeK01mFAwa4k(VXT?^K(ed
zG`ZjTLkW4o*vm-JiX>K$L?gxzc#Qj4zj4d^_cRnq?qCg6BKU!kDH5;2e--;M3;ApT
zo^t1*30!1lQxgYLAR?5qrsiT|$iTK<3@d%%qD58knZPBIHwJBB4JC=oP&I=C9e61%
zUELMUIcq;-v<)7hoxtJUE78#l55GSP&5-0ZiT;d^95^fI)pwfQYcl&qh|;OqpYbTB
z1s1E27kzYjouTA`7hFUw!KcnL5Qh=6&8u%YiH*QR>TYwZsO^nEwT$Z7xXGGt#flX$
zQFgj`Jq2^T0NoW8GZDL}Dx*)9n}l!Y^M~sT2C>0NBL(Wku*a4cFJF4VFe&&NPY@t*
zu04QJlk76w?*$OSq)v=~6Pxo($jLbm$Ra2sV^STB56!|7EgEVhl4W4}da$jC8GkSK
z9^@uz?++g=L3XM;Ix5UQLR2F9ZE_*UiWQ4boS0(x<u}x>fC99H<W|5d$UF&gW*{9l
z`P-KY!vurr$T8{d<z>{yhlPkCufG0%&NdCgf1|HlSwx`(vD~#5v_-pw-m@4}Wa%H9
zu|uRVI*8<7MwL=G*k=Tn)PlUcJV}s?y7ebsVGi)zGG1ANZIb^F4G$JYYEMY2pig^0
z|E>JVby#HBoz&?+NfDLjEYULTGm4c1r_-zbXLq^;EBE;19&pbZt#(fI|1_o?=rk}d
z8Z4gYfkRIhl?2to2N;G`ggih3o`4VXg(Xw4Yh$inML1_?;8Y~aF+oeQ&!v1v9pSHa
zgZvS~k(87~V4pS*UHx@Ch^BoXN;cyO5uyb<iliU851l~P3aW{Qfx*RL#{2SsVpZ5N
zO&2+0Vy<6j#4<QJ`8CDZ^*?0NxBp|*tLJ++;&z9%Z`EBxOCeDMWT`8kJXuT;GBG;T
z!4ErIT5;mjyxVEvr`H2mA6qg3ym?u&z{si>9ygE*YtaVF;@lT0zX#I$`W#7|3nb;-
z&6~WC6|E9a<#R}berq?`6uDXzOkLIzHbX?EpbgQGq#x_p8HlYaC-<;XcC5!u0c&o4
z=19j3?_SY7Rf-4%WIBjj>x9>zKD#Owy(bug6-iM`+9lEfm{-}iCc9v$Y_OHC#L~J;
zhA{9bjm>}c^*@o}^n)8Mi%&z#6NK^ubtSo(EmZC4>(@E8PYKitNlhndEHS(ji7JKE
z+C!R3LRb{+JbQRHka2VwkVs1*I690KL2>cS29JNGsrXBm48I*HG)PnH+$4hL+c2|r
zAtLBm76oGYdtBxYhmD)YmBZk*?)2W7pYHpr4uRnd*RP**juk}G%GS=2X7h~cvlRLL
zd|eG)VvSdB=J77|VhVUIam2bSZ`z||>T8JCn+G1w1^1LT&#7rxYXIwO>Dcbyhu$^U
z<G0qhXD%W$BGXn-ibe7H&mOI(sV%J{S*wbIqO>$8Zd|(=*7&W_e(cB39~WlD>8RnU
zrd^UUjtd`Z^y|KVobp6yul}TANubWy?)t{zrmBAJm<7LV9viK--s`ZJtH1o(TP209
zywA*^?f<5)ypV<GdTNf_kF^6V4W4i7KANVl35;yi$P$;?!1=rGhg+*Tw?$H@KU?RK
zY{3=G4g8lM@>AQcwy5fgvnVP(KOU6wBc<ni%9`eL=R#F?oGK}i^iK;vSa)z@reCD5
z|7%Q%8{1AcGj8+rn2#qsa#Thvc4gUR{_3BbdNHjdykFSZ(dNnHD5n9#<fn$i^1a7P
zrdIZIS2dgYU3;+jEAxenwKGA^i4P{_l7>63MXBYyNcoWF`s~>=Xtc)Ta2=|#t|1Xp
z416D;F-2dwP1c%V5=I2NB#_rMnfh>NCmT{HbZnwJsc&YXwo`gtRVC0OkxW#^iqC!I
zs&4Gn?njZtzrB5<+pT}%Y+7cLSNpF-MEr1LF#MR5cH|0dRHT7I_<9q})jFAG+3yIb
zXWcR$vD$SxJb10|LqnrZzn{@T51m9FpDL^S#d^pm&BWeZ`(@X~=tX1K$2k<5bv~F*
zWt#SvKX9b!JzI2)M%ntC*>$5_-A^kUhIO*;B#nF#;5(iZV|>`gIL{|?);C7tc1t-Y
zM=LYMC&bjh_1=2lOwXD`$9~JAs;MvOwF67pDA7l}lwM5!(2+Yk6!i7#ePXn#2Ik~U
zygIy6*Qk%KFLg7?J7PE@<#}}MSWU($=M-z6(;ngX*uEKUmG`so-;|e)Xc-HFQp9;B
z5VAdL%b!r%QG1ug2`)tN`hOo;&C!#Su;KiW>rBR8+ji^dz)Fq2bt^lsB{bC^lW}ie
z(h8^Fi|1P-n64`xzY9UXG8!_kO%zoyKpm5LL@B-6ZF)&KxKf5+VNuZ&h+ZTrMDp~o
z#;VYmQ<D2oweO{9?t}sWu18U5w(0}T{f082!>WmT%BH3(AP|U1@36oX1g4BeMn(#7
zR*aNX%j&-E)k!wkac7~Ikt}stD_UMt`?+`vS6hO4^tvlQE|(Pl9z77)df2&{Gw4Ci
ztuo!1lrB5EyCd~%1C_N&Wfta^7Cg5ODy`pt-t-02i~5Ed>#T3TQYuvS&m0Qo(c!Um
z8txZ0G_e-_E?;5z-Jg0>nMCVVlQYY>>y?g%=a=}}{&mI}o8u4;+pWW0Y1XjBEv`J-
zr1$&JhfgyfjhdP?e9661Zt+ti&ES)7-55jdz`p)WnZY;VH+n<-R_^`oZy(LYd;LLr
zOl^u%<{S21yGO4lG&#SW_@G^8o_Hwu8~6Llq^F~%?|;7!@%4WAVTSs|`}5f9`uY`$
zO3_L??0tV5`h6YXO1ODkjyf%<#E&q8&mEtIA2l8<53ig3)!g`owJ@?#Q+Rgrv*~4}
zO|*_5i<!6wDtud3Z`jK8%SJ60JH1$D@Q#d#k%5LF-@zEAS_7e-Lfd3K4AxI|o3nrZ
zEs~>eWMnnNn`pFlWY6Ks?Qd4>dXo{bZd2O#<9_>G{p`Vki`soNro;X~x17=u`tSzg
zsuPO`ISI6WlkYEQtD-pqg*I5n0tjHd<!i~&z5herv2>mF*3eq}Ti1Q>J|NFjp!+Lh
zh%wz(*`MkRTSiVXW@p{d&g|eBOm93-$I}_%YTRCwK56V=Bj=Ub;LqtEu#3J2W0|mj
zXsBXl9<y)9_H~vUOD{KmXnueuf$4#fM@RaT0sTn7y_YB0HpbKOjChOuihkasC3}Qf
z*<o~jPif3STaNQh3zXLv8{=o^PM$Dz=y)(JCkS0wH`XR_nO8!}o3w`Qw_8(ka%}vQ
zWz)f>ijU>kJ2(9yPBWDc@9fXbU3+y<ZvFa<4-W#JP1&>e>t9w$R7R2uUt$IRbS%<3
zUte24TK%hOi=Nneg>9EFX08@YXNEN9SwpwJpij)}J`YnFJxQh!v0!fUUB!J~hI#0A
zXgM2aGW6UUKsQL;fi>#pA3lDhQTDl5l#2N;q0O5OQ&oF@V%!jNZ2_-F89=ravC2^m
zNvs~T<!>M@TYM!>23lKoOt}~YKo00UK2RUBetks1iw9HVX2&O=$4XwP(6$s?YUH@j
z;799LHMOzO{+tT2mtHyrtCp0pAUqpJyLj2B?(<5If#*ol7IO<2D36`^Q=un2BlnoW
zqK@5m*>YoSH)aV`e0^o14q6>HssZ6}?~R(29{`vo6X%FokKmOUdeG%3y22$W3i7BO
z6OVee7fxglw<#}eo@8WZegf%*5pqw6njnvyccvLHv?ctx07_Vq#m%Z8(4^905N3Gv
z;R6pSHN<0z90fsemD3pJ*D+fafbfXDAJoT(Do-{Y|FJKETbcpeMtXd+_y&4UPz;Q?
zrD;rNl0b<)reSi6iX;j*;3mP60TQo5&k<{KRnLwk(=zY_t1cg=5}v*a7M^L!u}Y3&
zn7knq7{a~8>gL&Khehd=axa%RNkH&HLVcUh@M<DS`_D{PzI~hDk^wEaby>_jk`YVY
z@k$q5eIro@D0fW5CuR<7c;r}@k(4%hMs8(eoFpg$4p>!J$ADpo$55uCVV?syk`YX^
zDd0~ygUo*Vkl-|d<%o|-MzpaFp8#kR%Yd8&0EUuUdE3<tN@ZQnogIHoCqdhm#N?mB
zz;T2#wrw+;ux$A78frQSu||<=&KEi*D7u&=ANlq^gHHPd=0-pq(+5`}YX|=xj~*ry
zBN;jM_xJDNBVzU~`Qr;9o&qGt?zMSK2A2JkEiT5y1d{YQ!e<*jP9Uj6W;&5B)-JM&
z9so>TOk{D4{b??RbzUb=$Nu`BezCk;p+BG3*yx3Lo7t{Lti&@0mcz%Q#dOX0>`v;J
z^Pk=Zo<N&yK%^B+&fp{rvo^c=9iuNT{gj0h2I~_%a3bkXPY&czrx6HF%#@5nS|td2
z<_-*e!}cY~7g$(JvA)QV78n)${NsUBF7L8=iBf`76PQUn5tMv2XZQ%@DqGm?(w>=2
zO#_B1J)b|586mjKXCSj8uoJkDU2pjQH1>v_g99y6DMUI9=J!u^Kc%RsXqIPBhXkhe
z0R<TDh=kBf7{2X#YyDrNp?Y}%s_=*jv4=)WzaKd}GThplR|^#Z?G%HN;+thKm@nSn
zPDX0$d2*&81k_`+2l1k9a&iv%ZKpP{U$RIL*27?qJro8w`^zWews{DGJFJUXYkqGZ
z{pl`4l~6UoZ><H4nBfYJj%Fc|AB=$%lt=L^Ez{K0#FWINw{O`Ho6K%V4St6qWd@{L
zokDLXJ((kijl^wE(RMNY><a`|iST1CVqK~1+MktPF1k#&^{3h*SxFf;gXHp13`Otn
zY~VOvXU}|e`Jq+}c9PRfkl~Q`pXP!fjj>?IG>Q2dlFko&PXdQxG3kw_onCMrMJMn8
ziRDVBFo6rTcI~Rhh#w)5Tvs+3@3NB<@qk<a6~^rkLqV42!z0u{Os!~V>T+!MoAe^{
zo{;sPfWVVe8mimc_L_Z`hxmy!|F+{lgrOD%!h^A!o){_i><QE8Mu-t<>;OnlBx%;z
z*l2$gBWoBym&mjss{Qb=JDFC=vc_YFR=MV6XcQ9SmK#YD&A`wQ2Z1b3ux$*4v4nYN
z>jQ_0Mu6}b4Mk*T7~i3{eKGSF1|xJKOvT4&osy_bh}G&3J}-s72~U@7-f!(?s|f#|
zA8C%quCB)6JAlei{5Jl4JV$1CK}vztXc5q?D)#6Oh!*wm@ZgemVkeU^B&<!u9w-mi
zUp!2V)YKN@Q-sB6s;k?PlOpmDGS_rno8f5r6F^-(l*XgSF7F}U@b*l0oL%Iv-D*Z{
zKWZ5|%LHR@KS@2HuC7kz(})G-<yHJfj_fym)%w*b0ZCyc{xW>;UW;Ddo0DcGwDeXp
zFxBVrRa&9C6305CW?bs?Dy(807BaX_z`77pRJ6YO#Swewzs}cb4Bq{X>g7H;dWfVt
zV2!7l%mtQ~m0>`633mBv*wC;D0?wajh5%yrE!-2n?SGlHOKtJm2}=+wRRysTxIl|x
zZxAww<BaeKPV0!0A#T`V<f(Lx8mjLUW<@r9!CEc_lBBdRgX#l4gdb8WEky!hK&Dj?
z?*jFC)HRDpN`}lOZQ9QOxqMlu+F87VsxWIztEN7(_gpw{fFfs1V9;(oQ5#_<lROq0
zUR9$r{)yNUC*)vr*M~jFp)=$i%EL+^o;GnryuH1VHp}u>+Mjpt9@_ST%iDj`(KGN$
zd2Lv_nsxJ;ooY<FN&UK8f@rDLLhG4!kFHnLj!C_Tu}|pi7&4e|Dq7V<$nB~78U0%@
z<%93zyR~kYpT9k_{=Qpw>7=e1QZ4^j5rK^6v~=Mcv;TXF6?N;j(=VGogj*gCx5Huu
z^3X)pgTws>vpEG1F!6?xqzJ(YnL301%eENlsKWRlhArENhleRL6v0SLh)pL)>ovLM
zqF`s<ZmDWPCWREzfY(s4YoVTc^uFT7=@SB&H^&JMPjM*C=<EA_Q>M>0rWrA?v9Xcu
zPPt<?!Rz}6^DO`4^mmE;1g*EKw<;~&8qqG22{I|fGzbxsaal34LFsyFM#{GqATj_)
z<;~Vjr)#PxLEfm$)k#5VeM=aRdvjhRbHdvp{gGjiKPe>^mP1@aH_9r7gC1Ovsh9Y*
zzeUU7uuZkbMTWukQknjH#E~xqo+7dtn9jyhGWy;rI`x-{@Z$PbW+c&y{byt$pF%I#
zJ2<=RZMyM#NJ^hze%BU)eg0P~LHqD+*!E;<<WJO<%wT>pt`fxh1~BPEGmqqbGJu0C
zPGh7!0pj4clM|BguY=sme=nlaM}Ic{6LU53+tG}p9MY^7C*%B^N5F(lbtJ7mJ=HN6
zgwp{q<P@lO2?1CHeJy*gYG0h4rrTuLARv9Q>d_mjPSieRY}<YyR7-}DjE=$g>dhX4
z>GZ^#{-e^~9@P7@u+D9R$JI=Baf-9AUs&q3&;9)jm^?*$Ou%OmX%3BusDT?4xTZJe
z|0WZA)U}61u>_+@)VoTShazXd02QoWyLJhZf(~yjXq2I3LrqI7T;hXi*5Q2MPj2LG
zWe&Hj&dev?S%D1ZCo#yC{v6>;Xln-RA0mMgH-#O|U}zIl+tg(2BD_d1w@|ab_6>kl
z*q`Gq5+KjTgp?ls{rmWv*A10}5B2+6vK4-Cr`d{2H=7}Xb5y@RK;6~*_if40^lsGH
zC9pP7LZjd<qI0amPEF2ck%s+i5p`ky?xdf^n)(TghUEWsu1eCZk~w@jBV#?}auQ^@
z@7BQwOCt#5n@~0bP{JPJ*b=m<8oc8A8@XuCdaKrv!=vCBR3p-icfj}Nk7n@vtOcwf
zfRz#NH@@<}dj;@1v<Kf|P!EagYT(2-2zv?S!8vKHv*AzH<Ap0q9Q95lO|cTYkzLs4
z`FRNvUW}CE+q+C;m<ofMrBmM@;sm4`5>#ph`Xx{f>2WwDvX7oVP1Szuwi^Qs<a&|J
zAv3tROd<4WD!ojvEH-upr?}Z^0Iq6$C@M@u1aT~egw>&M!8;g=ZbnBZ7S7fVybG7#
z%s9DR=trHp&*<1`xY13roH(CCS-^yT=*STaH(f)<AIG~a1j_-a??mivfAhgV!~d!N
zwq%wBRyolu(J&#XvWkm~zX5q!x^mM(Di>#5{V#)|>SpfTYt2Hq{~im)L^A1_05*>S
z?lC_U2{+RI_m7@`3<7;u;tnifX8zk9fKXjfyoJPgNwU2;$L2ig-B9^~mN_SfFzhem
z`XPiQ9T_>rmE#rta<LQ(BqmAY|H~WzI<beXjL^Z(WCsrn(L(%}JTZQlNLj!JPskD@
zgTfD=`rvdK%QqMnCv6Z7JbT!mxB_ThU`^pSFR4^a{|Ik=Ad+JvAy%?r=d<(fBdz<t
zwf^)YiQCk2J<i=`I7z1|7jBBtROg?Wrt}kP7+N#-mrl=MWn;5*c4nkV0RrZ0Dg@RO
zLK%MW;6ZI+^!R_A3Z#9r{L}9Ho;}()ev1~RsmXPKsNXQLfS8Os<2~S*Bad(f@Y`<R
zBE69#clFj@h`kZ2p26Au{(0|&zm0p^R-=ib{4dXXJjpRr<n%aYj2Ad<7ffG*)4?>s
z6I+fwtd}d{rB**%!*BIb`nvm?m*GenA_`5d77(BT3wz_Kc85v5LU&j;p+7hNlmUiK
zxASGLv|K+kY>~?Eqo9}g-y*s=*g`7<Jvs`@xEjn5PNP|oD=z|?+0ljYts)?Q!+EE#
zP=0;{Ss!uBV!aLK`YV5A>S(Q2G5mS=>L!;>@w387TZ7V{dhQOpAwNi`GB0<ijd8MZ
z&PR4*ORlIJ8L@x+mR>mF<MI=y$>0Y<+c-B`hG68R*;B1)1wcGb;Q9p8hQk&~gewod
zDzZT7Uy*&%u<j>KU+3Frn=d>`ULVrOlq9xkSX^nV&51Mf`T~o7S#1EFv=7vC^cUZ_
zwt;ZSWIHy-;{1&lFEX#(u8)8vZU?y1x=d9Fhj5MlWaQK`RiRT&%fk^+g6RtCY@A`1
zQMs#M%7V-h`Z4HDJSpT+9se59OQ-)I<FZDJjI$RA?yo#yrK*s<TSd){eOK9msuQt~
zha9C?okGZ=k?2VF$XFrkmfl#7L(z!6fsu>h=MohdWNy^E{6`_OD!s0uc1J+_cgCvK
zg0x@Gh4#HnO39e(FS}SlyEC82|JaE37{(-b33d#Ixp0u!3)X>y2M%;$Q#?LP$7p--
zU@&20pc+gEjMn@?p0#e5)YQ1aB@$lvOCNmLqMQ=Zs;0(t-XN2;J>$p3Lb*fDYvNCy
zC1Vb_%ofaXk?A2M^i{<<Z-dN}lRhvpL#AoqlEZ7m%1<>C18X9OdZ97|1qKEdG6&Ar
z__{|p4=Z}n=bkUrZ@Qm5LPw9TZs??B1by>UMZ`U0EFuE9#fZH;Gxm<0@d8-t4k^a6
z{Nzf6TWY|tn)<bcSuqpOM#cnCiR+6!95$%`IRz=Ea{k5l9eipx{4S@_vg~Bvq3wK#
zl3v;Hilbf0H*TrnmWZ+2soxJF2r++r4D=0*d_M*_8<`k!z_=eP&Ne)goGgNn!(vRm
zx%_qFWK7NcD~BAhRxr;zc*jO#w_sAxI>XB%rMmvN0tzi60^7-<nh46g_2!y?UUvj;
z<OhVLUi;yBL_nW2BJC+huc{y-lOgT$_9Gd+wl%-^8~rtlEr!7$qcz8Ud~6Y+XkB*O
z8krg{(xXsdU)<Qv2Ai6gXj!8!@Swq7a4ZW40tpPecI}e)8BWlcdiLt%m{FdAO(3jD
zpzChTN2Jwb>b0L0uh3bxE&i1KpF>vkdq&!Xn|5M8p%RV3IjaH$jI^!X!a^M9R)q<H
zu%?k;zi@Di!3oG28BOcNE4;p5w19cP45l1%Nr*d96iK<J#QUe4xM6k#v$B}ZUe^rx
zQnubpoDii{{o7>H$U&*P;o@pA(^~W}r#r9H$rBA)#>)U>)V>Y;u0Bbf5h_%v&q&gI
zj@4*TR#IwnV7O+b7dxvEEvPt2Pa<Ia_L2T_mL_I(O|!nWYFH!lODTjL8I`&Rrm8B=
zDssxIK=|FO?+s1I$)CI9#=v(FuNE)$pXdy>KZ+PMM*A{Nyhr==arkFO3_=i$Bsj4j
zn3EW=7r6t$XGrkmzlTq=W|z_=K<psFq9(;%m;TaWkU~LP1F;qWuZ$1=$nRf3nj5@Q
zzSx^NQS;Smn>(k=&j?VqXp!4a&C0uCW~oOJaT7MoMDplYR<%7~xasMH<Q4hiz(KoB
zJ9BjDV=i4fxBbYMM>r-03=CDu_+eT+wiO;t6}|^G%-zFdom8A2Hx88|Z5&%dBL5Z+
zT0$-;AT}-SP@XJ=q!tW{e)cTU<78)Fh(tz#FETC~INT0XE5ett9f<(v^n?>w2~4^Q
zqS}iVL{l#$05s>cI!3+oLox-~ENLJ^%me0u<`oPAxddQ_1yl)llgu6>q`PE>%&<z>
zl(TDak@%PL$ht%v76)@O5Hd^k)2B<w`J(>Q#TGV*iUtF^VQlUbqWkF7riU7<2M|Xf
zbB~BqXVr9{8tI}V8OEORqeqV-{u&4)<jsc$2F?Rtp2n^fVC9fEKJ4Tah9rkQ=9-MZ
zlP>*?rI!Y<=Ff^q*C?76GyVlt<%XgkH#r&sClZ9=ox73Nfi<p<17<#9DhQJ|IQ=4{
z`AbWRssHaGeM`CHnIC+wEX$Ib&X>SBLfKY9YdoZSz7NRwaLvlx`6jHaP6R+4j6-fL
z8QZ`*@;PyWOdlZmN}^3r1V|DDhgf_<ZzrKqiz3%ZfODgVb1G2xAQh7f0P!MuKg6Ok
znmmpiIfn!tk<Ks-48H~mQXZ_{$X52<c=CUp$0G$WtfsDxZY3lsxg488^^YV@hIRk@
zTy7N*JdsA=wA&syU~+gS=<m^7Txfm8sZ-OxD&|P`mh3!%b%LDXdC-rDCV;bT(Eh3q
z#`^`K7~;41Fj2pm9P9R>?8FKxERt`X6M_xoY%vm)hhj>O-+|9BfF83P>j>xlb&?ri
z2z4QtImxov8IS}m3U}KiQ(jDr0TFegH?gc*wYTU0VeL)8a$eiL;kyzt)T$Js(mYBi
zq>z+Sn&&}jK!XMvrAaCcDye8vnlvYxC@Kviq|iW`XrQEtXi(qp%Cq-=_kQ1fyx%^)
z&+%Bt^Q`qO-S>Yuuk-v(=S+Hfx;YZ1LXuZ>OS?XqnpHX3-K<uiM#PH1LY7~XL=(-!
zwQ}l)>Hl84Xmojc`Jsynf!2%QfwH*jI>NCZX23iWyA;ta;w(LR@}wWb!QT|*xn#F*
z*sde>a7xrlMrC`sDUWlQ#i^;1n=Bvp>L=?u+?pbneBZuJlarGufGa7a*!)-N=$GXG
zkdE4lnnNTUjzhoZ$rCCBwZfCc1xXw61C$0HrP>CA_u<2bp$JnzqzTEWfrBTvEeg_a
zM1+#KC)`Q^zCTcVfB<5mScRGcb^}GV1(GvprEhLdfj<%FkDtF#DN*|6m!n}JHUyjp
z6hERN!X#w?FWt2w!Tl8tpd&=|@=0r4<UQ|(f+^wfaT9k`_Pc|jQ@?&S0z;*uK#x~T
zfG}Wxcw|Yk577l-?50ruH#8;H>G6i9=g*%IVghC?sD^Z<%wcri2){rL^xkyk7WZtY
z^}k5JS-aP<S1a!fntnWRdb68Q*%CiiA2m?=x8Sif;g&Du&oS7NkR8%BVCclKA?`78
zlDM45K9pXD>kFgT#MGb)n)*-pj1QdpsUb?3gu<WP7@$FLUdK9pj<t=bZ(05H^bmZr
z5;i6lh6*#WoAi7STm}~dQ)$if=f?^jIdR!hkS&CNg9T2{;EW7j$iTS;1QgRpg%<vd
z`)=&1eDHw40Hm;yV*hhAORuA&V<V=0MM%AX76DCdXX^TfcpF5kP~ATHBM90HN)2pI
zah}Ki<~qIUJV!Dx8d#rxe_t#Bi4(Wi!HYAZ$Q%rpcK^N&o;#TE{zen(W%}Mxh`xq8
z4)~R%EFdMSyAlGIVxvD(OvknF948jQfY*WAx{uYwZq~uVTW}T^i<npusVCyP?k*bQ
zO9rAxt7I4)jZ2Q|cQiYF>!HU)sb##I1j`s2wyA%BGh^e0PhJ$iDy_6ZrR-FQ!$?R(
zfcl|7I$f#D4RF*-8wvCNFJFS8&LWc@4liO(b#YZ0w}4cbSlFhfr-@ONgg62_z&(A6
z%Obg%Ew<0`NRa-8iaQ-y!MVr&vqw286qoXU_b9g;m_Q7IP#{`3T+Kwy5qK!JAdPDh
z1jzBt+qYq*t(ESMXFH3ijvYG&h`3ge5ebn5<HI|pq@<MH;@_1p1(`AVs8HyT+zi4v
z5T*_#5KLFBn!%U<2w~KXa0Cp?lCTGnYH6M0QOF3`jD#%`%|wyi^atqwrPqg+wqhJE
zFcE*hh9VpNRJCv5O8}tkJbNFcV&99BM8g{|XEJe7S3NUq;gQUjsu^EO)E!advUNv-
z){(Xizp^j2TGx`WGI-ilL#ChJ+#FCShG8HAN8M*Yam1p?Uzg_D3<VvSEA?cV!{~`r
z@|mG!!e?2d-V7rdkqSCi|8Wa%fHo@l-8&sbazCmcLsTX4zM)L(i?(WI<A=b`+gasZ
zSwz2z0_bkDkdV-7q{!(Aw|&{a73Eg}V9p2bKJ+lPuSd|W!mUMk7_gy~K4h5L+M^f<
zZV0t)`~<%OE@DpX3CQeTdc(mWB0>G)FQ`KSXK7%+^GBZkU2YUFG$Q1N@^SA_auY0G
zo6Ot%tV#B`iRja6x9ucj4(8}s+nd4J2a8)S#%8dH$Wx|SbdKOpB!aSk$4(^@ibw*t
z{@5Op93JJC-A~M2K-I;~YgdrFjz5OjU!kre_I|=wktP8$KZuqn+S=M@k;eg=uF$C#
zp3oy>Uw^|>W`dkc5&>IWd<3w{4Y3oUux=4P504B<r)s&Qx&@x(*v>mp$OAAsX<?!D
z-^f1~=L7>s$ncG0ay?{^ME8aKfExUPPIwq7vhZGByLpqGasA!yy|~c4B*D8q2xm2X
zCj^QjZ6;bV-2@-Ise$Lj)r}i>1@ABUm}u9Luw|ih<^O`|902vQZgTUwEjfJGIS<uN
zy~;}^k=kvV$oZACPj$tFp(f;0>JTriPPZvWGd`OQ5i{W;`h_rKF0(vu#E}ZMEjJi|
z4nfNR=mddjA&dp?CvmGT13DyU0v-%t%6`~VfPbpjKjS+)xbZ<n#Txax*FfiSKYmZW
z@Xxsm{izdNBP8Y=w@eNs47wU}B9B;ff)$2^@S0Lna$^@#7Lc!5JI4|T79FY<G0}hm
zAu^8vm?m2Wh;|yqP#&(Y7GG4WBBaH7{cO|s7{28`@!EHh8J|zjjx-sB1RzpH9F!I~
z5p+WvaI)gxsKw174~G}}(BBKwuc>Z-RCxO0Gg27QFtTi6*GdNb@Grx(k-*NKjGR|F
zS8Zh2do^)nmGfF>lM0t(_H$X7JwKu60FR@i%Wx?;yGK*SU_j58mqXKrbT$jH(LkFQ
zCEmcZ+=RFJa>uS*s%1d7HMl6mBucjN#`53~2b)Xr17!oplcxPew9zP*sd;(EXSdiy
zLI!7K#73#X+#BZ^;z!7D3`L}hxfv7E6DnWCX%wtkx(XXGVPF8Tt>M}2_i0#kv{gkZ
zhW7G1m;809(;qw!SU$aa7~j1q=~KkgLAzumgTb9l*^r-D|MkeoD!@Eh6G^34cltL(
z`<t`8I_>749INvpO4AVLX2?ocQ1C-#p$jV6s@X91zIYW%1Bt64cq;g8%!N1S=1D$m
z=~nYUnm^{{y({Un9q#?Vz=5>VwdH76u7n-z2_7nv4j1P8gGtloe~JuERscidGK|WL
zUS-*R^sfEuK#UU`srl0OHe2eh5!INO-!o}Qy*0n*&3XBE8ng5BAcY9Uj6-uUV#exU
zMcAjsy7m)DhogXvI1n9;fGNW7QCh$il&%Phjg956<P+9LUlwm?h{l;tTcynv#4!rE
z;JGg7Mn?zze*yp@L^37`lDa^=R=^uu4Cdid&DZ%ukZoguy&_vy`u>^I8QExNcLWGK
zdgj;>R6i~y=FDo(lv%lpmozT#1%7RN*Bz2={Bn&v%1k8RwXiRP=ph|Ch%*p3G^kRD
zQ+z_Quy3Da9IPD(gsStyqjC9!)99c81mAr4xQg7Zf%6way3kVFO0m5n;kUqbGRDM(
z6=J4s`44#WsOcV&*UA3E#`;j|A;C&2@a>_`UH<8kvgvedDabjf!TcQ%csfPqLfVZQ
zILrzsK0to$=O48h%})c~Q3<9xG#+@dFF|G9kJ1G{1uUB4$dqXtApvDD^kHb*2lmY$
znqV@b!#EGQf8$?&rFOp$d`pwCtud7&w)p15;2mvSvA6?l@zE}G>i}rX%8qz^7K&Bg
zB>aOyxnMzi^+z}|;2AZ$Qw8svXdL{vH8MKK*whUkH6z;w#o#F#Vk!y>KkN04n93pe
zCAbVD3rps`fd8T|&g5rAnu)mWJ3$Qd>BvC#7=QeW^pQ#X&QX&&1^}=VSZHM=ZDLFb
z(Qa|#I-eGFI5vfW5vwoOgj|0MK!GJycq&QJ$02!!I(2U|tbinb(b?JAoa@|Q7TwoY
z#(c5@o~=}rDsqi5aR9b}k^?>{;-Dw8S<ptLAIO>R-;1bmjBo3aONH>sz$pX=*Pv7`
zq4y*iAdi+7=UKj2f*>c@wJQqJh+sE&B*W<DuXa0`xYH`KtZU`sqwhYJ{Spq#20^|F
z42Gi;D=lVcNn1u)uAby)5JB*542d7s{hJO(kBJpx^4e_j$e}n=D8Mm+*$^$ugUU*~
z{Ay4a`q|0IvqiDh%Qq2@wSa$sM9#t2rk4YJOA>#NY2_L^iY%8_ZOyf}hZz}j7^~S_
z?>y7C-uaL17jQ%*X$J2IQ5BLN1S(OZTVx!^wI-CvzwYZ#`EXuQk}6PYld_y2%PUA?
z8$iO~lVC**`}m`2HPrwOdrwbV?W!*$dfye1w0IfMGAYT>yC24og3Q_u;YR3m42EWq
zG*wz<W_HamM@J57mGK-0K~FIc(~(v9AE&CQKULqk-1PRvl`3Vvh520I^GF^v9I+VD
zIRHwOuPUn|9NRM(o3*0?6nxyoe9PO;f!6#$pW1|T{Sw~QbO?$Fi;uyci#4om1hq09
zHDI6f&^qEK-LCLAAul$yHGn`_7}t=@!t=4-4(k!f!W~}09?#M3s&0msYpz^pfOJ}G
z9)!he*sXO$Mxkd12DJ*#+ln{mpd-<H@SV)T%*^R}r;!7XQvvT67+l>7-`or6uaQG2
zth98up^R#qdPe?Cbq*W>&j!!qKR8OVD*830Fd>off2!BU2eb!*Cc|Qe@ky_;UQV5o
z@t)J^;?jAKib)z~1k?8dbl6^M3J!1*Np2k$R?DSAhn-E;fJjzws)OaP#rz2JGy=uO
z`hJ+vB)Xn{Si|H2R_wHHxxHq5FU;z&Fm1toqlc8~96SxANyCw-0FM<>T_I*adnJ#f
z0Ui))qN_qi3T6)~VOjN5?cc1Qlq0IRxjmVKT}=5z>y<S(ONQj)7E2>YR6qXt8nPT_
zCsa>bDw@j&v8JodLPVl+W-UQ)Nb3#~srFeY;(?6co@fguYkG)!f;i()(R6KlVcpF0
z{@!_y2c{Pq3argL$op{;&v&ftZZ59Wmt#<Se1Vy2c@0d%(R2Sv92+}g+y&BZCE`_$
zj!i*{X9;`eZ^Y!2d<NiamT0VPU7<h|OnNN`>0Ui7bAn#&twIk{+0okL#?q0*Yh-Ma
z10{&0|G*+d(z|*t46`qM=3M&cjyNXjRg2?Giwsbcknpayxrp#^1p|Y)pvWX)<)~W>
zx~HGK+ssYFF5w_r;FgGXAAyzu*qMM9EVrA3<>swh+htOF5tsozk@dfLA2bACN2~Vh
zN1QI`mngcznw~cG=-{sMgPMXHU{BpqZVF{Y;K<)=+I<^zEFwTZeENX$P>%#Cz`4Yz
z2R}P0Q@F;i=ld%$DiEWvb$kA1LV#mBG2t159eOjl*+Bd<nc*TT$#yyc)D8?(ZY+eS
z=HUSy!#@i~G2Yu2>_B=Pt|t77|BzTT15vS=X(Z<%X6z{XL5(|5faa6LZg_|hqGQ^f
zfkgO48n}s(_;%d75^yo3L>WeA&};#iRe(_#3cG+mb+xr58eqKH{7Bj}pHh$fP7Qs_
zVPaAL-x58mm0ZmZShdtX3mPtr$a}qa3KMY%(90M@0T{c8B`ZB0oWb8SyDhV|G6e>G
zVoC>kMBIURI4q$8#CdlG*PkTaZQgyF00+=A)#GfPAR82LY9_2pS0+Yr0tg`t8D|zu
z)3HxKh&`H2j*ri|x2JanE-KNF`uQ`i0bTVU0plpr{O?p%RU7^fDmSzLlgjPx^*dY>
ze`5gJSlQP95AwucAs|=d^e~NJ9KCYJ-SlohAT@%S27Hh72Zc*F(Mh@>NDv}csw(gR
zTBB#X%GTrA13FN2bROC`PLcsdmM`FW0xcki9y7%C=Ks2*?7KUJMyTuQKmbv?FQIkD
zo1NAAd6^i?4YPG&n!zJe1E7VZJik*siR|uvc<rzrM9|N_A+=Pp`Wvw`;dnsiJr`nJ
zKaV;P#)kr-*xgpQyw8(my|<6QE@(U05YB78r><0a9?9YVb2N7Q@%T)-{}~j!{>Bb7
zv3LIwj~EITj0<Qc<kG-U;`Tan;C$=r>+=J#jra04UJ^EG`rM>%`J!JIU3<4H3NUzD
zG`~=j*I_yprD(2mA@q$1lkQtoa*|#OR)PFs=zUgdO!&2sY6pP>(f^Y!4r+hN55N99
zW7Y2yx6w&7G?7$sWH_ed&#K*!x{7{l4dO|OtONSo+yuqt)=<a2Z6x;|Nq7)9rzQqW
zU}NA>S3zG<gQ*d;ol#=yY9EM4uWprMLQdK0_3O90Kl3m(<v^Q-O)yzyrbKxR`fwHW
zn5A>>-#?Og5r~bwCN2#z+zyTT`cNaI&7n3e_x~EAD1N4St9c6Es6Ko_NPBNTWn#r6
zNFt~Jg_6iK5Wlq$v?4-tLwlj%hW~2F|DPo&UVNNfmRj}VbyJ`iX+<j@Q7OvnB&6|(
z#yni`J|>w3w;G91BJ?}tgBCa_Nf0c+2*@^whyvNIB%gsT<+KY#iUjNjl1;)`kZo}L
zqc<u!RwQUTJce=u^V?=}<8U8^k26Sv4Zw_TfsHbR+KrX$S>`B8QrnqW(c}hUApvNA
zC=t$~<WOkCTxe*gAJ{dK8nn1@f%4CtM4&o1#b2rYOUwKTZxu0#qNMlXCw|%>huB-&
zFirtJzEt#L*2s_j@XvR2v6gs#h%}spQswA`;*lgGU6K<F2ACu+g|l0_hHN=DqM8Df
zEI=;RFFHD!P<#>M6-a*}(mSHKhNcQCtT2p^7IYa%!s%TSd*puZ90@ifI$45ak9MdR
z6k@>{;%XzIT>wT*guQ%a@ALF`kWO6o$(Qij9ruwx2$U}lvRR<6B&j2ueU)wm61`1L
z56dajvD8;2(T4_S>sV~#T=PY4)jf5~mUZl<?2M8pvHIx=W`KK$jY@)S7XC)STsRd1
z0VEDJ-y*@W;lH}TYlN2@egWpR*YuIcCD`6_3r=-_;UJui$_>#cu-)#&oW>Tmobara
z2q2&A^ebJ_K*Xevlr<<d#*U9^5pPTuzkCTv58V&O4hK|$9-`bsAbRefCcFlw04}VG
zK%P@7FTRv592@u-KA|0`0i=hlxz&(AKEY8yWTY5|$d12UPL1{1BkzuXK&b4$GW-iV
zl~&@sqtyI|fBrv3_}e*bIQIXSiT?1Z=rgAdtLut49xGE5lTR~Zk2@-_Gd>XNoSG*Q
zknB%qntK7uxazQ#s0a_W{S~b{;Dkx_g{2R$9Ma{hC*03!1~M4L{^%yoVO-F|(Bx$<
zj~k~P)UooZ=f&XpQrFJlZ1etVN8!*88kSF`vI@FGp4mBeis|k>kV<g#3c=|aFjdQ|
z0C?>k(+0$-C44hQHigzmt-Auq?`%E|;aaQ;sP_h_guQ8|Ic3=v|BZvb$TSr3YTz^{
zpxW**Fu~wMLZv{CseI%>y*PY%r8!iZ4NThu5nVzJi7B3<wWCfHS#+Hwp%Ia+&?kf!
z)*X&bf7TS(WA^s2kc)2L*k10m`-7p=<}gLYE`%SG6aXWKPug&_uZmc)(M1|@eg$9s
zpOzp3f1$cvZ)3am#hOu_n1TZPz)|o9c3x|?dqz(@Nv`-#OeOD_?*`8K;nL(jwxjC%
zsqqV!#{(y4c>V3xJS%iuC_A<5y^)>Hb(m}d;W=_Yr{DSi3ve2DXB`EnlhdC$SDdQ^
zy1{f|P~jp3(FvW1hzO!j`ifs4Jc9dyghgG8L{wo6o0mdDj^+Ge!vZ##bVyDlLV1LE
zp%Dx*dWh@>J|Bw=q2>2=>b&dJB`?{uzNHg7&N4DGBtzZ{K{}_}jlmK^xp7;=`iyEU
z>L^hoq7x$9<Ul|Nkp3Nj;|`LFLdq)=8<|I{p}nBA0427tXIWG=H29kd!u7_wmhj$a
zzF3$xfcSf7HT`4dT4W7C{!Ub1ApXb;M}&LWY=KP_h>Qf6L-MSxtOAG_9nCw-qTDa2
zX`sT_{w-tIE=uuBN#O+DL!zS47oLQv1-k@jG5+m@u8Npu-Zc~{aBBu8YrqpE>*3*X
z&!!bmB_sM>){Sjq7xeCkv+ER^a>#R&?6{`r9byl5ifT@M70NY?Wfv+~kD)<-{w&lQ
z2%<_yaVERA&;w=MD9VQXi|+4Rb98zJ@$2?u>(Z1T{w^-#xqbfK2c5P@tRu9h3_96*
zS@(vKT85`Y&~c<S_sy5R&!-kQ@#kKxmGYvJMNl0mf(CGbD*1Mp^hmbg!@E;=R_&IM
zsK*a|VV{-1Cqcr7`>eijtlTVOD^z3(F(qwGJm_b8lUqa`&EVPWwVC(7_ip0iep4oM
z3;fX~Wlku5E$$h-U~EnNMi_H(@fNpD4gcAd#(y<gaI4`Yz!pMck44|OaYrvJO*q<*
z%qyv>=9wP^(&jENRpkicYXo;tv*^Z;rrs%JKRAcN<KK~Wd6)Qgg6qG)tk>qfrd$8m
zY*Nx$j1o3G*=&{2KC~S?V`a5LL?i~LQfPQT<Lx1=gnfX%&EM49gUHnh2nYmN?gJbf
zIf%#^i7BmG&YsmgLWXoOK!yc>uwYJd16`{K_}x>5rvN0;!gp<SHF$*Pl-fa;fUmcw
zxcZrE<>gt@S}sVkZ8uJaNX+IcP=3U`Pt4-bhhEqzejZvTgw(dXSjXP@_sx~Ls$3%&
znBlphf^F_FW{P(+LR-g1QMU5#{moM059fz#)H-#BFKrhj5rB*(H`6ov`O9}g9slB^
zn$FdQHs)Hb=%YsKpcC@Z9AQ0XVD*A@<Ps3B*1CryhZ-qcu@$CqNCm=kEsh2madM@5
z>Nda~#)F)?<uDwyqMY787{RNNNVzW~RddRF;AS9tYLa1rl?mdvv@I;Ss}|?%P`5W2
zZ(R1tXLIF538m)Vr<i&hNJNeZ{5yQ7aUhLI!4^d>2{Rqezq^*@w=@oCZtNmj=H&Vx
z!&d<)Are7kMv<22iHN#|(ua9S&ai*Zj>y=_SqWzA(a&~cu${X<l-aLEy&*Ogh}ISG
zS)j`-0=-;Xh7pMDqq78lL^yKdMxv0lXh7M{A#Pg2wtkh+GWFJ<3-E^M15n+eg_&X)
z+3!!sl@_XfO2n_4wUc$rh#W8LVO^TF4jUIM^GBXZ08h)#jHkJ#bM1#@$IiFsCEjV!
zu3BX`b}0rl;@?m|0OZi?ZaC-*iIDj2-E}yzoj{V4PUCgTp(}{K!zT~J>AndV(T;Pe
z*yjA-?!WB#J-Iw)+e8BbMi)-3!6<V}{on-&y-I|B;D^xiDn_5sqy>FK6#HNacbGns
zMUZj{JCo+Eo6+&K>>GF)>w_e(ci?T^0T_@XYcISS3g70Jom<~~tfRE(f3=Zfv&{y`
zSkmqeodN1tQ^6VJ4WaF<Q1%AJ4|R2=^8DYY@C@5yl^J+-K7&$M#Fa+~2bnxb<PFdr
z67mIHV>Ki~2+Fd)Z!CNnCSem(arPtU&+h^vQ=9d0G`LpM7>ruUR=US(arA5a3>HT^
zGVV0TqgGr;AX~LIh$^`Z0oI<p^RcJi@#a>=#cd*FF2Y=75yS$)7fHvZrVuOG^4<f`
z9B5HXw+by^F<tp^nf5MpYhIHL8;ON+0_JrdoEYe~2<(eBFBZh{Oc+w+y!`m_d*FoX
zeWdxyr4pS!mFyV5kWC~$4AU{By&UIm<C1#+zGc>~>8IBT+I22#uhU7oHX}w)<%D<)
zs7ozSK$GM2xl*9%NU#vvY08G<_kN=vG{1;-f-owr!R`=WU*GKt$CkmeSk2GV*M1;I
z4~G!hM6?LNf*YTYNJYp7E2ts4_V2H_bHpPZMlcDx_H}SMknlhspMxF6*)%cAnNHJP
z$R@S8_aNy&cG)AZ1bUkYDvGRm4$~dGHv>}0W<Y9hAg(+pb7npHcekzNB5HeWU%yFt
zvhsM-^&wbz=*T;cwG1Svf(+XL?rmLhBoX-|T5Txj31pq-nbyv)h9%NZ(D7pfbs#hV
z8wj@vD}r6#{N4mi@PNlje60NyIbV2qNe()t260ODv>S6~o(~$zPS9);R(RI(+<*Ee
z$F(n`OQqq%SMmOTKl8MP@eai=F2=gE<`^~;A1T2W7}Q2Y!ZYEe7rqw(p#rEc)LGpZ
zt;@GoQ@5?jvKtsILFC9bT!fzh6a`nd0uMl5`1g=t;en@vD&jh<R|}O&e8hM~z_NdG
z;k}!DMRREIre<{Z2#yL8w67J-5(qsEG<GKc4idI~SsjKiMxGV&#=#^@xeefr_zZy3
z{0`W~*e0~O`q0W2YD!Ce+tJD=&=6|xzpg(TEp+~25N+F4OqkeoSoqNsH596XQZORq
zmyQ2ZW>$b81QN#k0=0*)Y^GK!q^?McTuGd$xaBq#D%@$dXs&C&pL<eb^L2l`b?<xa
z7x>rP)GHL2Sjhs@Ae@k&Ar2U9uk>9a0zKP*?T2}@0*3=p4ghT<b->fplVl15=t3vf
zpl~WATdnfk*Ij30Xtibe-anExKA^TrL0*T&bB>AP%O^agV-z09RtVs+A6hQ5jsv5j
z{_--dj|eUY%u>3Qefg{C#-bdNor`esk!;oV_-D}THe%|>V&y|R)=Q8|$wv48!>DU8
z6fS_!x=Xv9OWPd8;T4Tbt~%(K@6Rx+T<}zGeaF(D-lcxPRpf(`Wpu#!a_yJkJw{2U
zz#a?$!bU*pFL6@BW?1(LD%2-P7Sj6qhe(3#HHL&+hH@k++fM9VJH8N3*ah9#4C`8M
z^}JLK8dw1i5vLdt86tlX+BvdCgJAP`>w;klM88kOY52}I(k6d@$~Ig?<iphEAlA0$
zdDZl~PYeFNCtjJbZ)=SPLW-iP(pw|zv7@=eV%xjE0<&rk=$*j5&_R~MK!N#>WF`W$
zBo$_%cj-^cjr3(jZdwy4MyzqOxi5trLaypr9S_HMsX44XT->=!yen4<Can&IQ^kh7
zk_Q(ij*unLFr5Wrq6MxA(ZjkE-E5nWtNmr=f_)p9Teqmjr_0XVI)jZEIt+94swG?g
zVbnZu=C-53KCTTeEc<akd)EC0<4NNAzxmd6qYb*K{$aFvdrPF_c9Vz)Yv%;JbFj<4
z0(M4C*Ds^h2~17TJ2k_i{yw;x-s!E3tiFr00_bE%k4wwT4_<JQWaTfSqR6;E3(UEJ
z<$}56P>9HTT4YbfXbcLKu+vLAVR*uLPIlHu-MV$cf*seLtogmc1LZp|VlFO5Eu>%2
z)71d;IcaM&+vNjzl#GlddTtxc^U<l0utwjQq28{&raj*yCy{E{y~2*%f}q2^LP`dL
z(=mhk{JGR{I+5eF*ZUWHOq2g8q6%`_7_mq-N9VY~@^@(C0WpCXynj&N8sNksQKR6#
z2%b&=ZPyeesuH(+KtSIitl++1Tuk^a)gZhaX`|**)|tDgD7;;nsq7nvdAZ-Lj!LHY
z^U6L?Y%xT2Nz??Wv<;XP5Sbo~Jv}zkqJN(y{_vh#Bzlv?Hj|=B(gVmFLON~af61ej
zf{ckChB{)lgRLA|P!h`<b@S#bphP6a8ILYmhAFw3l~FUKes3{l1Cr-{*yeSgM2hn@
z3Eh<$El0{^@)nxpbx9;6h#x#4PWSAWukuRy&ymc(phO|UB@9T12=zw@C~&Y-OW(TP
zJ#=&z8z+C29QWi2l-*X+ayTPh$#KTt)&9!|-;s)urVsbVLf3b@b_9upy0W}5I_w$6
ztxEg#z(3m_pV>7CS7jV;Nl83!!0XWqUdb0<9~k~P?%^0T;4?0D1?CFM;E`g6;;ykI
zJUkyS4Bt}L308XizSLR7ekzfsXa{d})vecO`-0`=6C%#))0^|2bc<)(zriLAb>KB3
z#A5Q7Z=Q_>^`52YU~xAiWsCmGWrSf7OaWO!vOp3+xg#gO1<J4HeV?x~t8M1vW?F5`
zT9~@KCqTh`<2d&{ZthQ<4q@)Xf+DO<N%a0_=T4|E<e};&P%rau8FXuY2aLH@-U8lE
z9QU#*%JLaTA076dGrs(|>%rH9E+=Ueao0;86b#zw$J~e!H0SbhM^iCP`X8r#Kc=Ed
zE2+esrXQ*>5HmfR%Tgb!KvR_d-iL`Pnr+WEBz!%!+@7*nT#}JN#S?XB<X$5OQg#zW
z?moH>N<N5Qarup2;O*lPWotqY{2J{EksDV3nb~sc)Tu|)&C(F!^vC_2o}P}!T0Oin
zC-FpJMm_ib)XhokAz|j=Fim%Uog@`aFm<qGY|+o<VRP~rh*Csh&EPy3AN)>tCiF!8
zTPDBTZxbb*B)GX%BeQB9<07;`oh{)wG{guGu?;DVXeX~gHp%H6su=ye9_eV^6iw_{
zz?W2&d>_!j6DdRTdV|Blc!Y#Pz!tNYJ7{V$V#C8Jh;6`X1mzW0gi6}APt>m6LH2>c
zcB6#!pVH=eTr%ge(heq0&T*9puc_w(SkIF{26q$BubGR#J-D@0IIe_6th!Eh*+NC=
z@hS#~FW2yRY)!`}&7>!vbSwQTBny$%^P7U6EX+<v8tc=MBx=T}XvJt%157fpm=Vxe
zdSD~a1!TWR8vlAYoNS3t22FVsihaBOVn_92EVzN)r<!7z%MOVO2wbWBUJ(X881$B^
zsNNK`69Yfqst=<CpMkr|Xq!d`RqVozz~^6Y<?>cJZt=f-gl!);?(DPEQ}#Dv_p^!r
zW0T9_yKs(-LjboQ%zUsrrm9*nnQgs%VA^;koUL6Bgv&j%X(f(lJ{g%LMNaRMH}~+@
z7!pQKW-uc<QYB*Gw@CK*L}zxNdYhC~Jo4<KfjHoaGjqb5*!Hb1IJkGi-GhBy^kdPT
zeo?`}66R%7HW!jIPp#h+ETK!z54;t~Ot^uDLegd5aw+;Gpt{Fg^8`36b9Cs)t-AqC
zS-BDN;eFFDcgKTGLO@;4RAg%1k=Dkmo1Nd?!#uPLF_-WUYNQ9CL;XM(3CMoFjGcZJ
zpHb&jhK7-m=SzD!QTGU%#u*vP%UAyA8V&RQ>}GDU)6)wOvfI7sXq#*1(WF!K7NKPq
z%H72pHds0K1!wGc=~g><<!*c(+c6s(p`gr#`TUG*rRo$3E&9gi(sP558R8i_`g}QK
zC5rzjUD$SG3UIgsLzB3(Slad+T9e#`%U|TZ*~O$yvMOw+6g%NNd5;XE@VT2o<xc&z
zLG=AG{XOvtzK;%tU97!7JKM-<*A`h_7~k;uw*AwyS`1!Cu2nwU;jMh?NzJu7>BKGK
z|Ku>9D34Zeu$xhN;<zE^#}vCtZ$;$g*<v<s(HuEw1dm+Nuxm6vX*{BzSnbo*!lfkn
z&1>dk5Iu30WqhEXGhT!U2+<A4wyA5Lxp1MUydXU-E#iXAu3h)F9)Fn8jrNhRUs@M=
zSoyRlg+u0B#4DR3gX0_<?RTBtZTshsOV_WE>nz-FGI$3Id0TG`bVUjjQl+C<F!=ta
z!8{_ccW-&>k>zKJ@z5G{sOEJ+<ctDbz2(_k2^-uzss2gmaOZxFGZ3x@TZ6s51NdBZ
zjEqJus`w)B6lsEco#a(}$E)-CTfb7BRD9{vTscw8R{HCO<n#mVS(R#Ucx~C-H72r0
zy#K3<*inx+bZjd24?c<^t#Yj_;U|pLW-kQ_(BeWxz8I^ma%1CPXK`e^i*&)3KxsGX
zmdD!q{_}hiXZ_9}7npwbaTTZ6HNZX2%~HbzP<@MjJBa@8@UyV(wmJpx3CL{)a=or7
z9@*+Ra0C{UOwYElJP6WDzh|X|hPmrEIFvI3%}rm-?8l%zTG4hnsqLat1|Ox}wAFRa
z*Yva9=}kqGTjJ&=tj^|p<-eGX3p#X_?=XWA^%Fy_+6u#-9BU&e0d)`A{r%j<87n&O
za#~KuoOEMl+@P2IuGFHn+BrO?+h?kfVK<cYNooT4szgNyZN=P!xANdr;U0PW?<J5{
z!n_qqL$<r`HF|T6jMH)@#Uj4hAx05a(ZTEh1=Tr5#wB4fu?*LQUuW)jnlybqbIb6M
zz@BxT2RVmi=;rnG54Jn(yXv*UXeKAcKwh5ur48MaA)zM&&l;_Ye>a66N$-+huz{1N
z%09BO4)n}>NLqJ}CLF&rNB37TG9r4LE)3B-iD5gc;y@AHaDHu{wAMTG&Yd?HcyEXr
z%Ap*C=&rIvC<Od70cd&j>?TK{7M{ZLs-3_p$y&v)oxs4nUF9=;3JgmEHmD0yDveLK
z?v#+35I9i8QI)b<dZVtG`uA~Fof7u*-`u#l1%z($ZAg0GCwS8RIS2jH(bCi7wn1+y
z4qHawIRjjLJ^Nq3%nDgqW>y%v_M?3fz;4u?q+kPz0T43u;4O8D!-*x|mkG!D9V))^
zCwomDOZFTQO7@;H?7f$j>={~HE63saB~{rzG%V~r^!?z!V=bVod_e+ImKKH&J)C^H
z#rv&PW@hFj0>GIzZfrzlG&#h1T;9vX&Y8-wmfQSfWlc(v;MzO4*7C8i&ZvE(=ivy9
zusrPO8LGrQP~zcRz5AiEQ(}|X;3;~=BZ0iCai-MExQ0yvbwUx*$y0*N$s;?B-<;)z
z(2@_HpB?*%x_t^BVG8NYtM1p;HA3<5Qgv_liW(XQ84^z30FMry-SxmhPQwa@$s-Ku
zLg!u|_@y&)5#bbAKA41?pvM-$!OUETu+pZ|4pSAVxgUNC6`}kdh*n3^0@-<ofv(mu
zMN>ZaMwKIjy>kMMQ%mxZyKi5wT{w2L$|yNM*k&yc$0diGH9LpeSQ%}ElWu7Ax?Rik
zViSyhYaQ&g+)&65@NQ@cPypq_cDA__xX<+W%5gnmV@xU_TPDXi)eJzH6W1%y@_Lk9
z!aGAc{}G!jWsssEX(Tw6U{}Z`CKf@u3etwe9p@*L5orK03NK9eqw?(${T&}sPjfBW
z$n9mrzCXEwYxN#|?cURMvUcx3v0FQxLxUx#S(sVflB(?a{<Y;hqXL(CUr(+3PjmQB
zVCO9O@Ds(7sCMCA$hrR=&7b(y&r6dB@IE5NLx0RUOzGsNpu<0grtUseJ2Gm1X*Bb$
zoMEba<u6xdz2Ij;b*F@UpYU{ktG(pjZ(pqPw(nS9zRAPu$c-l!+^Cck-<Q3us{G7Q
zOW62*S-w0Ockm%F1Sy@mxJF4ZgsShP$-&3QrR%@Zi9{3@t$1SiYvqg=H+Q&F10yR}
z5KUuh>E)QBYqAd^w~OC(Ds;y&^Ih@6e4_N@d*1~+E*It;Db;K-ZdJX>T$-vewYm{Y
zmxe=<6>{=whGNdMtJg~NRoRCbS386*dBY$2=*JtClC$rx@9pupywmb2g~S1xdjHfV
z{vPv93s}8#3Q6GWw-%7TD_BSW@dE8b_~^x|7tUXgj=tA5wg4&85B7P$2p7JjUV(wk
z*E@ilJ8N~_*VNxPk5i8C+0Av}6ZOT~G*JUnbC-s`L#vj*&T)L5J!crzqSsRLm{^%8
z2(92}4GV-h&}sVB-sqT^6*XwJAAXLICL=APm&JEHhALN6^FKaH&5}P!@FH2fB=!Kz
zZQWNFJ+@qS78ddX%tBaA!yX!(Bp2%Yx?b?-LD98eIj+3t=-WJTW05&Yp~pVF@SiB{
zYsIx}tox>fc3;@oQ&zEk{e~!sQ`o>{j>8MK9ggy5W_6jvND@Fp<Z|HX-(`TVj4c5T
zP`kdij684@ReBaVC@+u>5Rv;9-yb0VEEbniZ^qBI(0gTy2I(t1XJ@pHOJMNo!Zkdi
zg0He(eo|%Yk}=w)x^VaQZL(T<e&({jKSfYf^ha#`tJ5pjZK}b7=aB<gOoCrIxBM1q
zXPZRso-FU0Meq8xy`byd=q<MoHmLP{*HZE14fI`d(c1OsSZMxjnd={DJ%m@|+c8Sn
z20;0`dLLKQhE}J;$D&y{In^B;3LOuLHB0~ejGF$n=W*rTN7>oI09@zj)t8@0TcO)L
zqC_2qGu*e<iq>PPuZ4}3`_qn5R?#|t_chnA&hQzCQYA$UWVf>XTKOG#MR;8Co7G`5
z+;!Yk;YHVKNNfZwqf=v8F!>ezF%a`FA|SF4L594Ik1vx;ZUgyRQAVrbIKdAGx~^}C
zOfZJXM&@T4@&g<CCp}j8YE<?1=bK(S(67FfEne}-GuU=>=X6N0gjQiFkErsrIPHb#
zhM>2X`*%jXRnBk&1pOTEC=MwB3cBk(VAHWtGya8G<yA<3BB^LrYUt?HL;AaAj{*7N
zj5%d~RZ}<O;-2B^=jE4!gvZ`emgOIR&*7D_QOwo^R_^nME_dBxc@WKVsy4LzQI}CA
zUZZodM-BE(?R?+V8@AJg!;Jb!J!j#gDP>4i8X=G)-yLTjDN`mF24k@;s80Vb27DQ4
zQP*$ES$>V)$>U^#7G?<e(rLKPlP(O!H|FEH?<Ij(4v&Af%Ld^c3clLV6*AZ&c%_Fb
zdGDVrUt2st&$z^##aHql-=vWc`NHU+XZu&DlMHJP9JY%}fPrx>;^6c$?*r^e0h>sa
zT+z2~se)M8x3n-#BQ2S+{NsP?%4P*rj91Nz#~(L2|D4ZjcJSr{lS1W2Pz9^VX?S+e
z7WZyf{cT4WqqJp@KK1!9roLiZua<nZc^$R;F7jaIytEQaVQq?fJw7`)J$-8M%pMJm
z^SL(A2qN}T1gP7#jVD~9&`FYC0`Y$QqHuS-LZ6^?`ZPZRO~@J!%yg*s5JC@qbbd|R
z?MJ}Ju{u|B`GM~1FjOhp+;hotUTgXu@}Rz3v7O-JKEEMrR--mef-}8#UyqjJvAPxi
za+wRn;%876e`FmZ`cASSTv=IJd>vjYYH(9uVMc^nbm;-^3JrTuu*5mFtmxn2Ju3pY
zFq}BLe)Y%ap^=+ToNIr4N&05+vt#w;5rI6Mb*HCdZ(^nr<X(PW7^UJ@xU3JW!`iVI
z01BTsH4!U>hYSZE8wCt{-btqNYE+x6zwx$jrmLCx?Ghxwu)gzQzKE#^=ZV%c)beGk
zJ0Hr+tMOL}rJ7{M<qy)W&0=EJQe+LI#g#z#of`f)JBc<d^xbc3Yqb0`ZIVX#%+Eo9
z{R)ajL+@lQc{Ro|NxrQ<Tib07`tHQ7JwIf5;uq(5L_4`B^%wS;Q=Jqtb1~)-%_v+~
zS0jE^d0x^+<nK+m;-^L@312gk45%+)s7YECcJAy8nwk%yaWh%J@Y(inUEqkGZZY{r
zF0@vNqq1O)372{Q`4~z0eQyHrMP)b$Sd?F4*1fb`C<X@pX<=l=$-%=P9fFw%h*Ja3
zW1@8e`E*I90QE2QM&^83-O92Wt39`FyN%IGP1_{Srn@&<bbMLE7{&8I_-c`O{EMu<
zbForexS^pZzoee8kT8d&Wd){+7pM(b*|+=d;~BQo#qm&c{$|>ACiw#Yp2Y3f%mH`k
z=@`f^HhITUMZY?3kP_f`E3fX!_&rbh$9(y%c>EM|_SM!}xXqV!pE5f1*GV9s%Zl>t
zyZHImus4b~>=B7b<&VOMPz)3e%VnQHYvT^$iI@n{fDb`CxYlYP_nQ?3NyUCMr!*-W
z+;^GNuh*b1nYiuf5@>$UlFdu~WHS%<c_!!h7g%obYA{_mrsyBvX%884{DToCzWV1@
zh+Dq_i2zY49luj^wd`*dtjWEpP!3}l2K7O7bdBQckpJ}@3byzI7x$n=GRLjQhcpJh
zki!_+c;wlRL56yn$2`<-VqN$3z0yTKJ}!Kc`}fOA)cQ}2pGkk|oj<}YIpnhc!uN;6
zq@RI+w=w@MHk_dMI!J!!w|mYy{~O|SJIsMI?CsYK97TWMmvavvIey$6q}hw3<(NZv
zLTrg(1kFkP0iXS@>su_kq$-Q@FECJUO06EgeUaLk1E5C|IY!wpH<e#Jy6Vfkp_&j{
zegdjAa$LNM6|{I5PZvY&u0*2#6W7;?gFzZdy~1Gu|3XYmjD$<)@<Xac^K+`H6>$G7
z`U&#&!4lrVE{8gCP?-ZL6F&>i;Mru}99GV(qB5?Q@~q~T^%JY(9OH?#U7s7@2#X$c
z8fIdY3X$4wUNxqnEVRGG-qo0mf18cg_v$5|zW|UpYTL#R6X*4iNBvS=8kqDTu`dAQ
zhs~DeHbQ0dd57=pTBP*Y(kO~8f2=kZJm>nR7x<uVAfOb2%y#)MdLd8Y1qAb?LBW0$
zVgdW;+Ht}K>HDZ)O3cm^viry0CemCxvpr+HD3xk|>(SqXJd`HU)U&Gl1jL6y#Za5D
z95skDp{=s7%MnV=aDXW5Rib0nF_`kmjfeXVX5#cWMl5*rakfmMr6~rS4~hJR&*6I!
zayV@#ipp`26kPyj7*Z{F#UpqA!@1Gn;bCXkMxb-^?{>&S_qi~*!#B04Xd>?C0S*Q-
zz>uN{nh<(m=QdsadvI7+`_Pm3FY2iv20H?WLGVRZ1Cr2LFo_05C#fP2&IuCzmqlxr
z8@HBpb+f5I%eecqMf$+bu_u?LS|6RMnV=L&_M0TN7YVZk2Pahs7n+-&AD$~)pOr<G
z7IkOfGQ&YiAJ#h!0@%8H-v?921wdryD!Z%77N?%^L{6Z0x)1jWKDnAfIl2Q(D!Z_r
z7|g@Vl%<6;SgcgPcE_WdU`8In?b{FJzA7m1X+q5pH{bNp`&akXEqfy%s!zhea}P_o
zs(o1hekFc<B}mxT)%Ah7>Bq!2bX`TPA0yiU{x{u#jY39<i1U7>k6*mQI>N7rrLS5s
zB!5xAE@+ABWI#jl0iWaK1%D&2V^UYEd1I{W;I+zXuG%PmE1bGOG@R?!@71Y%wSMnM
zSvZZrokp8k#)E%_Pmq^~=W>@r<ye4g%Ej+e*d6%-tQG;fFcpZxZDRGQK4bwm7E6*c
zwf;b`xzlw-2S$ThaO?3h7j}^c6Y?HjY3W2jaBuIXEGxS+?$Lo<!ruc7JyFlB-h!ad
zUYYxt`1p73j5@T?&p<j5AI>}5xmCMH6v9Hzd3NM?a-^t*-6)`OPJ5_6yXV%Kh0Wy+
z9C6b??ifj5npC)kF6_~dpw)^A*HE*Z(Og@W>o4^}0(_Dj-w^aIu)RQqhmI=eezN%{
zf^tGn$Km~>Rk;y=)x?8|Z*7}7g$Hu29~q+|MKhbl-F}5xiYNt;;xkj1^%qc2qOSN-
z27NtJeXz<am>`g!K3PC+`I;2J-Dl`iyr$^LZwihbD}ch6)+x#-1m9;d^mAVml)c-C
zc8FJ+^-0;op0O|O57aAH4!vY}i6b^)_09JYm*|*RJ~{QUN}+uFcfTqgo-99<A$*Gy
zpWUGFKM4;6RdBZLf5IV~w3QL&b8aa9%q~npFk2kS)9dLygAX(=?Uq4sNWApGA!{%#
z8;|YF^^_7l@K`3*Kub#w^J?k*jp)mTIa}{sJS_a?&$cUHO|OO8o<Fo=qz8BElM?WQ
zBtTH)H$a3PWF6?Exskk>8#nIbp3kjQkXO@crco$)@snSKe&w)}(US8YU#2=gDfJuU
z3>R069&Wsg^ixy*-JLu&QIU^Dw_xUvi!HjgUqnz4TJ*H1W57@&Dj&GsW;b<2GVss1
zMw}_+Im35M#a_A%EG#gyszD7F`LMmW-^aEhqM_eP$yL<k!8K&ivi&f<>#L@`9dgOM
z<mQa|)O&9qZ)5rDbFFS<+?3MI5N@XW{R(&jzj_Tv_hS$Wki<qu7qaQOk6qZl_&p5X
z8s35E_U_f58g!&8+tNB3=iAcpeklH0S#2eI?`BU^`iNaiDT-L1yXzZc+}7DRcG`U}
z)#PN{@(U?m`Y(hUKIi<Y9dorY-bj-DVQyrfMyQ`vrl({9zB)Jen+?FcCI@et?SeE8
z+bG5^GCvbvcbuOYh5QUOhR}qEqF6Aou^A~ia-Ywg-e&@QdbQv4)BN|%!YE1g+BRcr
zj>=G<K48tvn6u|1Z_&oBvoY*y1|B~S2)pV-KJ@wL7B*WK1<U(T@-TBiF`MPPv`B$b
zKVV>BV8p%3#o>fpwCAqVFXQH<qP|}_s{YGgCu9CFeO~!RDwjh^E6Dw}Ju!k-RP5mZ
zQ?DC94=+06<-QL0*E8)fC1#yRL)(Jt*2`MoUGb8O>h~JsC8@3ZO7@)z>uH&lSxPyA
zi?jP%PkGI`*iRCbl-1|$zLdY~CZNbp%cDoGXxd*<RNm?+5Ag*MO34DV6OzYdK^GFC
zDWJ*8x011SE<2PIDmVwkyVq)I;+DyFOH=(BolFZ8v%pz`OEmJpxjZyj=St&e^R92D
z5_QtPuAR4ems0A-0v@X09FO$E6<xkdLd7@l?(S1D@Ho4kC0v3l$oyUIt(;4X+wa=G
z3gPK^uzKxU!n@$r>~pJ(OqjW!E4g#IEllvo_s5YjE$cSE7kZ4(L0cU5nJ@ENP?IsY
z#~<=N2npe#?~?%Lt{{Hy9lv~(c8_D8?;XR`Ut9)8I{eSK*Z%RnE;)XrnSR_YvG{hk
z`0}L*nGP?an6Nt5)_%W-5m7v`^mp02W>EEP`vcfiR8=!UrxBbnEsYy5gI8l{Xec?H
zAyF(S5u8Er<Sa-k5^IdqgPeE0fE}qKgg27&!A4o)ASe7<8$say-WlnQ6Di-UIvMZ0
zUS%~ofZ*)6OjeY)6|kG6PiSSLxTjF^FMJlgL>v9$m*T-f(tVX`?leDV9S}&nRxB%e
zTjk@_wCm9(m_mTqTcSZubf^eH(%5xU6$$<0{w*gfIjyMZ+7%AZY^_9Nhlhdq;c=u2
zl6Dk@lTx*`c#)Jt+<djBrHy}k5#1ehVeno~01hCLJpTrYZ${S*#B47K#Ele>05WXa
zc$_~bHkP217NtfH7w1Ovx_e0(maw_LM7=?(VNA74VgAo6s%OQlZ`{93D(-6g@LD@{
zTX$vm*R9rVua|}aAkgY;H8(GuNIV^1ml_Z#LHD1rNA%1zB=Up|jT8<K*lgwyTcw^1
z#L<qd;=`vnjqVi^%gBr0A7*Lw;=T{xNpv8#0XXgwonIfg39^7}ghW*A?C_x_L&p?t
z@)Tuot&lM%F-$l)_av#E$-Ho;{OtQ$P%gw~?}6^eHs+t~9b}agdM^`~Rs~*u{yiX>
zvhvsW?nvLgozmHx6X!5<aw++?1Sjib7wg6qJRFmbOPH&#udy?5301l+(OAjuf1Txx
zgsADGI9$7Ot@i+3@Wg~TE+L&kRP-wCT2``R4evWKgkWFyC(Ht$(VHF`k_&WvG`SK+
z$Ucni1F`z1T%ghj5RTy_2w1?XnYs`%ZA%p4Z2$q*fdAXouCXB;%bz2C7t+UXeuHY8
zAiL8T)15K=zeP|bTFNcYoNUkH`pC|5Zfz??3uEdtdkT*c6dkAQgBbzV-PhX*n*P=V
z)cF;TUHwiPm_GBSmHr5$9U3azx_!rvD>3Y^C{A%rUv{1M>m7F<{dDtQtQAe)h$mh1
zGdHJtDQeeOGW4rxQ+$-az7}~hv9(yusd`cV#6{K2`&U<S)@th*oLY+NIH9N%IF6+i
z-B#5Ta-|kwzC)W|G7d6ugq?2AnCNoMJ9|deL7{lnqE?RRe5}5cLzmvEuA){;EQ6Bi
zt<uzc`ec6muHK`a?!BrSSLmz$yfO3P8h%x79X0m2?5o)yhT_35v(u`3w$SaUGRP5K
zidGlQndtlK@$G;olehDrFV8N41DB+w^P0*SZ=O*5VtCnmzVPy@=bm$4nM(vazTImq
zdfG5M6Sh$-13K^Avu8pg1-`c`io_09P4Y+l9L+tuW!G;}?j6<nTJJAiTwKTD9&4ZO
zShe|LBuCYs`>Ki0XFKv53&zh~^y(-WxVl@IUF7$ONNApc_L^;ilCg1>-*a_t{QPER
zGC!mDe$T?f+SOYQG?kAxzZRH|8sXbz$>~8cK7Ze_+G_Uv)S=(Eo7{$iSAR;ma7W9q
zr*d4Y!d5rdeoLLZJebA)>IJ#Zq3s*YKE`Jsab1_bVM5JDTTA0=gWI=pDVt67SJG3D
z>=QzR9uAF>Zlw>5|3IJ3$qKDp$32M;fnJf{cAHbl<Miyg2pU-g9&&(`0VVGJF0CEM
z-?0B$v6BF?KjO_GFbYXkzO*juD5A<55UEL?9ZXu1w)6d0IH&M?Zl*v_gv>!`m1S7N
zGLL%engrYxhTiOqu_VW8<<Iw**~?T-k)HTw!(<1_0#haXi`Tk`{PIG!=~Jb5EUl$5
zunz6K_Q|kVt@Ei_hp1Qg{!dkZB5ogHI2}1GtI0Ue%q$#RYWCnCm2>A}hdX=j^U<=*
zm1ku}-M2nh`YBQR;-2I+YXhD(Cn}mqez;L~_Ia*pmaedhX^~$GyL8^!#M7lwrx>Qj
z5|h-l@-~kT6`l}!U)5dCS>|(KyYE~`-HT$*@q0;)wx`AzJ7mlkz0z)OzdMz*+3<b7
zlFf;n{8woTx~AHGw_bgECL&ZFRQB@t2fgWHvAIdbq*n>EGwJvv0&GjR+qGY9qY?IP
zXI(qQTxD(<Yyb9y1N~7&e2x<(tE00<R<#&+m8NIQ`5&+v)ics%9Pb}31Nxmk;dtib
zquF}B&&8*K`n|rjUsu@fu@l!5mQVYVyZieGbd<IktyyDj_R4Nrd%S0#QOU%ZV!n}r
zmgI+u+B!q$dhbrJMQU#BfV*#>{ySpABly*`ZMK8TZm}G<&$v6D^Z9=Gn@3jgoXry^
z<=R{|r(=JfzkGT2%RkG<tGuw(oUZmEvc3nx#QnmC2qLCqMzwWMzi2(*EIr;g=>aF4
zTxs+=NW*33zZD}nJOXqUlqxltb&er~gFpfdG83|X>8v(JCJq7z=sh`CR!;U=e;v-b
z?f34FndMIp#pB;Xw<zCxym-fVtyy)I5kr}RJllb~ZQmQ;Q{v9QP|S`O<cvDq-uHJ0
z31g1`^Xvyj0V(gt+{7xs?dtJe`or8_Ih0`c8*|>4S4A#BE+8{P&M6UY6Wf66h$G}9
z2)m4i><P!13LuxZaQd9)7!CNmRy_(^v@z|9K4N2&v*Xxat7rfCU;eYStxCvXrY<r=
zERyP^wjA4;k3Lam^Lq!!o-Vc<#(kt;XD6OnE*cn|VcEXEUecLe=2_3$9ko5ht9JU%
zF}JUAJf$D{_H><zc?ON2^bUsH$)EQ0>l-%c9JF}i^l)N>o?}d?)Gnszhcb7^goK`C
zH~%VW@XxH((V`^#Q?GMxbJR=x=Jt|hXnM~&8g*0CpP$yRt+OhQEqC27^t^cpOe1yQ
z)!ofCK1sB`+gn>>KW`U%Dkze--!zZK*~24qm%GnF9m{u@gm_mt2YRe4-=co_aO_x(
zwD+|fxn14bMxmOwa++SA7LAIE4V4KD+$5&oHpy|$p7QbG!?v(rn>wCq>$rTJqrXz;
z-rc-)Z{eG*<86-_R9RIrg<erU($Z?&nit=<$vH6PT;1m<(J5x9q$$oG`}pl<DSGMo
z>(nKW?mxN9JS11fzd>6kpx;HWyM)n8kxU<s6NYi!4*A=el-TdH`o->4Z<YDuLb<==
zezd1i<Y!lb^(S$^e(aMt(FFuTsZjh@eA0ekh+gRxcAlIivvzIT3d(g|v)>;6JkNnK
zA>})5j?%BoTlLI-QGfB-xB1<GPxg!PC;_Gxp;TCjK&86J{shjU`i{{zV{ZnYhhpsC
z0D5mYY(*;z^yMMsI%IT4EgHsHeAlfj!Nj_<+vjEAe8xF=W7=J%SJqix`+aeirj9ke
z^7qoxTld$OyXO1eO7!W;F@4a@GgQ4BpOt?#>Fc;<xZTlrfg5jdDjiGhzG-$+<=7Le
zU2TFcBU4MCg0DRIdA_-#Wc~VrpHixO5*?coTI%aZ%*uo2@)daxjSMEOZ{5SYB0?!i
z$4W?O@<cg8KbtxVQV)(Y(p_S^Ra{p6S>oN9f<gBHk^Kp`^F?K72cKultg-g7?&=q9
zt#%K8IeGoTa?8fOp6|A{946{W@F5{!(ZMRgBTE`lWR0%25|q^HYA93Z{oe8^TS34h
zT}Qqt*5Mid{hIlcA_Dhf#144Q{#tQS|A}LYXZaBe^NGicW1Qn({QRYyJAHa)w|XsJ
zpg-=@JRjsvd)WTNI~hY*URFP3;B%FsRoH4uo$)C~Lrt+Q{f2z*=yQRT{2A`{<xh2f
z3hc|L!piTppC_FbXNRZ39+P+@@ZCaUVyB^O`iOV9s&(aGDj=r}L4>5eL!(A^@%(8Y
zpBn6GFzza``CNWbA>qD%;NaU-*L{_dzS4Ww#r?FNT`a1WQz|i2@9(U-)xEbz>BCZY
z$aIU+Zg(|$1(h4Wf69P23Y5<Gl8C8%IWKajL9jqW@8>&9?zW#GpzkABFNmIK2<7D$
zh|Yl6A|P4R*3zmaGy)`=Xs<B%`oC3^4oB!enxI-j2%}e~-mF}znsV^g{rkHL9}Xpa
zrjLI8@}(6t*;Yu66gDfhZQD6oJ=G)v6G<dsYb50j|B6#cU~4S&YI3_U99GUB!1QtF
z(`tdvAMD@u$LtHXXYh9XVfU-><#D$^{kEYu#inBeXU0^zHm5L3IV73A=Hq^2@ZiXc
ztXJoyAKB#_$PA9UL!Gx6bM4w~p{L7VA>p=Pp*hvWJ8g9WFHAv@Ht|;dkfx`#rbcCV
zGq{h3pkp?51atH~Mixy?NY-Ufz=;<=g$Q^cj}L0Q>vz2%UFbZ!2OXjcq+vu+VO(|<
z>b8H_*<TUIN@gv04)^)9m8Tb*`hU6b1o2w#nm^aXTh8p`mG9;IBl_e$_G+K)TjLgz
z9Cun6zqr9GGeKdrJZd*0z-aU4BTM_N)5Y3LTl15rXdfL=HVEdt<=SqD2-dXJy1)9{
zLu);1sY%`|5H|YqE>*Y*C;$uWTo}gnftdpwf}8RX8shA8^Jq+N0l+~MAqO{;c;YLB
z_B%m--~?^#tbL|S)Sa`#Guu}<y3?F)lIsqb3H>!rr&mQ|X#BXV;I&`#@LcJ9T8a<%
z(&$|(aYcpJq3V>A_U$k4Vj!`(Dy&8~I2Ax8Wzao1I^&V_ePyt6LN0-s5&E-?AL1f^
z%_M1W(8Y0YqYH!ac?!WR#aPq*%}p9-<|p7U0=&GKn*(H%-s}L)8EL*rw>?q9Mk_Ol
z<%%lwc|dqqZrc^5-Pj(V_vN?>#m%iL^;TQt?vB`@Ckxe>k}t3={PwH+>{PTABH%qw
z_p3L{Dlj-{m#`|`ApOdkp{5;oHHLD=uVv5~gH-G|;m%IdO5!1~2QS8G|Di<cyM!kG
z_K5?E$V0=g(*9oo4S@MxLc-zKbz*jV1sMeKP(&c@WPUyd(4&>rx2$dlN3G&c6Xo9G
zEAzirgqiwZKRfRBONHxwb=ZZQ`G#T6y$30Bp1=4#7d)zGc5uImV{sj;Z62uH?A0t4
z@VbI!#)0pdwvOo&!=EZ#+-+D-umbQ&ka-c<&tyz!%<cNM%Ngba1AQF<4KUV`=Mpp;
z_MZcHC7us>)&#b14~Hqg*t~A#%OStQpWC?wa?GlX<<F!`Q7XHJTXydH;CpNMd(f%7
z7s|K0ZJO;28SRkktf4CTGonH-GrgCI|DfNoURUn(YtCJ{@|m8YG2xn@kmwq}ZRzja
zKMrWs$}J36j26C?&{)1Qs@KezS%Jn22bnuTH9SqkHg49F4OnIxOFjh{Q<6Xfb=Owk
zWIg!=zqDHF>w6Wc`)XCoomZlAIw!9vud6&Tu_yQ#=D#bQ=;(fSY16zZ2e(o8{m;S3
zA2Ci}5^oM24q3l3QbG!dh26heEndpP+}t>9h}b_k6u!4-f=`43zvy#FX8p}K;r)A=
zlC>d<|I@IcGoAazjc2=WJW9#P&|4h!8W;XOrakVaB)YDu!`C}3_*tv}W4bVd^m_dm
zYr99Iam%A&u+nF8l_4BJF!2s#t17Z@0p&!2oae`|kU|EX)BaoXcegL?w>@y@%F_P-
zwW{`3xDO9qpPd`^*cy>55(Yw((XQkAuP3Xlb{wMkg-neft;<m;=W|+D2LXFDqN8Ov
zy6u)Pr+`Q`zi3la6L{ByL-%0*He+Xu3iV0e8~NbAHKk0lOVPH`0pH-Qdy!p;yL8!s
z9}l1Sdef{j^NPB9)69IHcB969pT}nNtc+6c>zBsu&YOBfeS4Tl#V5);0exB>Jg(S?
zfY7?A`g(c%#C>Q$Q3}+KToG9Q`H~qd<_Z~yHwRrhbs^R9kZm?+#|<ax{>C+7c9A|z
z`HGR0yn;_{dC&j+*gc-Js~AJxe1Rhfrl|RrnA?Ta;}%`~(W_qeG=R`6Tp6a4aED+j
zP_BqWO}0$=($t9y3JH;Y?SRdK(3MrB*8L^g*d|8Px+w7d4#Jb0*ETs?SlQg$AFRYP
z+<8Og1^4*n#m9{CKSnR6F6}p)rMI&G=}>-<W`D|PdExr3=s%I_Q)7+2&J1PpuU?CB
zXYFy1bKlNg*I)mcx|k(Ykn5_(%wR^8e9FoQjf7BiHM@Zuz$N@(@P_ekWaKD8o<fDh
zOKIrj_7JfPu%3NqlFqF}ii~w%@Lx=S|3Y#R0j$9NNDb|be(v(|Gk^3ky0uZ-8c%8;
zSB-riz7_KRTh=AB%nRa6<Ad{-$t$CuAM&O#e0!(A^FFO#pF?->Y@M#psImNj)gb+P
zkzTRgmSvuTyQS%-{o3qpYMy1}%r+icy!70Ptf;ntq&PO>CmL{YTY&_Nfnhok|6SqV
zq|5<$^~lD?fyPz-ke<h8ZtU+&qVeN<s%GteNG+%23!mWg83*_34cGtt(!1+CZn|sf
zr{j3U`{UCB$u(B3m-jJ7)oII7Jzzh5HkG64WzWwS{xW4jYg7_$BP7cC>E<(AWAn4E
zp^->B_jI%9iHZ^qp5@5!sEP@@S_`<@7r&{=Cp>sWTj|xsc-h$E{%@iF_{uFe9uIYw
zb(#-Y3KW_#2OXX%j^3&Kc)GaJ#9NZ9`_BWV2Y9o;O~h#QsTxoo99N_G%lL41iewc*
z(5$7EYx+x=k1r6ufOkj80}5R}gOQ7|JX?LlSfY?&B9)&|y_|LR5Z;02=sq`(@>M-6
zcP<(~lU^uyjS)3n=O@W^>Gz@TvGOWF_HHbS1`p^3MCp-fvgPoD?(Zu@R1%V*;Krg4
zgHw;ON({n4eFnzA@B1Ni1>EZ`<~#Csa?Y*!@aF5bp>2m$b4o0^7G`qXrFmIb_Kv3b
zP&wNO(V6*<b*X#(HW%&h_Zc<A?Q|cA(V#eJ$KTB_DS6OidHv4Um%CqE;Q;o6zq7Gm
z`pGIzlBu?mfx{#+YWc@0oghE%r^EEqpDxOdbh1^Y!9K&`Khzt=R(VYiPyLCCM0@5t
zw{l%x?8i$q+XRCrQjdge+Wo;1^-6*^c4PO98r9$)DX&uqZ2rj+Eurc=`@)P!M$izN
zz?)3`CJRs_k>6gxuZVWu#P`on15s9xt&2hQ`pd0P?y+dPFr~*`^WBaapHvOD?kk8X
z>}Op3>M^<D*@uyCweJj%1%7As9>K@>7R4hqwzL>|EqL{D{zC;1(a6d_;HkY=W_?L=
z535S2FhvFuK0b6Oz64V2FufSQG+({+8ILVVCy9;N5_GA}c977x;CJk93;unr?tqJr
z@+>{qy(5F;2fxVqv$N}D9IyKBZ~jOfX8OY+vA}8Z#Yy^?+jbd`ws&Hs5jh#2zx;m)
zdkdf{xA1RtBO)p#Afc3k($bwOAc%y3bT>$MgVKl+N=k`<NOzaCG=g+XcX!=q>-qlQ
z{qDUpch4}#GjopY{qFZ&YdydGRrs)N%2Nb9s8Y))E~>;4G>oKaX;{Pw9Gu)!?(9H<
z{sAh&2ojCgCaQ?u05S<6F$+?G@(WnFYa#M~KmF^cNZMZcv~EfQT@4X7(F%W|$pk+q
z=H{!H8zQ@@IF<N#RRc9sBJs=1x5(DZE<ho2qdq(goftF(q)4kl9n_F@gW-{c4-<K&
z!QIBsL4K_ZWdp+f_dDXUe`2;9_KtYo)!goA&9@78;;-byOjt_teEXGvVVKVqllStB
zhB~^#>Kqi1E(a2b(P)CBcOSj+Na*jH>H#DE6BHJpe*&Np{zc{gxK;OIGzjCj3$Uuw
zdE*C&_68Y|abtEs$6=4h4ev9S*Qi^!3BoUW8>el<50jh%Rf<}e;kU$t0T=c<+2iZM
zI<hZC#Hge@k*KqPi*4jS95Q&31tb6SYfL0*aWjbO&Z^&+x;#gaUhg)Vj<GxI-wq9Z
zY7^yDwJH|IH!6I71-2htV+bNW=$ECblclJGGe_Sm!#WPMp_UKj{iV<f9mBv_X~83i
zMI6h)>95OSfBoO1ZG0Cl77Cahf`p?(zgfrQdUqLRxwY~~|M+}ZGj<?Bd}uy#Dv)Zj
zEN?4xb{(N0aoy$<InFTUBp6ekk9_-Z8;bQp_9z9I@W0&*wsZsOrEAouPa<F=5efKb
zcN|E?C8Wf&P9rJWP9;Fqk<9P+YWh;?v|{^%`!E7Yr%--cnPi@3Vl<d)obQ)<IPOGI
zI+&w7`>bvc4rmdvDf;eXmI1L1y=+sSN}ktrA8?4O^j(F}&#FF8UELWu!+;76CNL28
zWUChaQ`7(3NIk#!`UPH%m|^{yRMJsK!T*g+DT|`kHR=qN4d+qmNFmN%O~Hl-x$RcP
zqRsjX^n3O{5PBEZ1Zmjf1Ub<0_X7`qeaw-+(>(N`_vB@_o_dRtT7Qo2l~13vATk3U
z^V)MrF=Bz|3cr*U)5k2gg1R^P-!hhjTvt#O3z_hZU2zemQ8QPa%#;pgic0Gn7Hh_+
zG2#!|Vjekc647c@`;K2;5FzYLXrK28_&is55)}9<j+bw=Y~3-YKneVP6A0Yr3dq16
z?FKzyCVl<=VZC(ftc1hR0~#83&ogIBupgaZ{^bNjS02N|bb~m$quHO?lQLWd@wFxO
zl`DIp5+-VG4bgZ2`5UZivX8EVtn$oGPf(Ua1^$f50x9ABQT-$h&JYTI^FMw4<W|PG
z+u?g09fQC@t1)vfJEVIFlm+QC|J2vGbqa6@zG5`8Hd0KtP0es1N|tKaTJNyASJtC*
z>b~jtih=k*2kx4tgt*{`)YpbC&V3VD1D6<>4%MfCUU>J;Or^ZN^Qv58{^MZF;3Omw
z50T2r|1(Ja{p-JWF5fdZy>si@<E8IW4iuVl@mTB(4`{nx$k%2ZR*Ss9DCL-(wzV3_
zBuMUw5e*1x!TW!ihD(?x{(w>A**W?H=|12Mrh4xqQQ<%d#NY3vU@c&z*v@&XaDu!j
z^!|D7cenH+nkRDpPE{Spy~}Hrhb~tYUf$Yv8lO4zgx!l^fr@aVlw{saB_<y0Rv3pV
zQ*<y=s|<uRvJ?XW8B1*t6j1>h;R3b&#Sr9g`q?I0S05ZW#Vh$DNK5X5&|*zRSZXBS
z?M}AmP!-v2>{;renjR5=w>~us2RjA_#;?$S$fsr3=a#f48|AJD84*oYLW&^LqP5zA
zxnp_Xp5g?q^mZr$ZimB~B;-NerGET(rORLirFPS%=ZPhChRo(Df%@zLTlP?-!)mYM
zHSH;dTH!x(fjd2V!)SJkAGh0uO}5vjZfx{5Gkd@q)XvDt+N9-078Uq%txmv)gv2i(
zBv$kDYuPh>r0)n$hHxl`j;jj50ZgZA1radUEF$HY0Cpi=N#N=K7!mRN2QG+4;PN^k
zFR!PfhK9u1>o_an<#<bnP5b4nu!5PF0X1JPyBs$0tql#rE|&DmiwcKrM&^qXw(ry@
z@E!lX?;`1F1Dnt(t~S1*p_$n#_qc%(j7Ru~2Fhfp;dG8929XCaz?URjFAvJ<Yz`-!
z*g*t>Tr9sy#r8c8|IhUnL&Eo_<ttDHF;d_3FSvn|yt}^-8-FjTj)Cxm4Bi>I+4Mp3
z|MrGPYPjmbeyC^_C1N<fJX%K6?RQS&8d?5y?;iZt_{*Cyt3n>1W*mzSnQ^AO+ppYn
z-_ltl;~%Wh1_54^!4<cwTpH!u2%X&}%{$wnATmk>o$T(YSsqzrHUj$07C<D&4QImz
znDs5*T>rPza_uSWqk%{plv;w~k)WylHtHb&zAgb6%#jelm_?b~%a=dEa^88zIKCd3
z38d@moG4#{>Qkgc7-60NmFaqsxLvn_9FfL1R-35G8BSh5EPB6&c#tEfo!iXn*O2G0
z)H*?*wp4B}G10Sja=!`=90qL6rzZHH`+9Mo<0Ct#nQD*p7->{|+FzHjne^U6`Zi85
zr2g*6E21}oZvqktpo)CX7-Z`sOI?2z=!=8$?+K7E2&ZuybjZP+1050)1&isrJ4`A4
z`;4?<V$!#HVb1=U1F>4!#h@4V*n)Ezm3qTgzzXpf<zG7l1{bSSlVnA)QOvb(IJpLy
z;T(0H*#B*M{w*g{VlJE**v&E1)00I$Q8!qYeM$n1wg%*OYmRP$qW@H^7hh-=J@=3h
zzHNmw9P2#VZoYwHQX8Z^3x;iIXB>Zn`|hfYsv62e1{_x>@6LG7=B-Kxm5&%xmnH6(
zYl}a~<;sLml$8iiH|i(^CIgJNohF`})Ok8=z+tRC?Q;JK*WqeUsnaekL$MB<i+KAT
z!;NbpQlH;}k&+F`Ca;ayjq`y>#|Vrx_Nxm4`^A4RTB??buNWG*Ug0Y(u$mGAqvkUB
zmjJ%}?s)o_1qO~ZCFBD<ImrJ4%p9O#l3y3<@9UFshHQk1vUO`77|Svor~0fVU%Uvd
z@F--%^f_ZLdoweELpJCgw)K;5BD7RBRQJ&i_2co3Sz0r8ycK6J5^@}L_$bQHt|98r
zPw`#XO9tK*6=<-hk2M~2>IwM&(qWC4Y9}>JC2%S88i^DO6a21=`tkKI2mWKyTB8}I
zO{Y{`@&*0{7=#M>5nB-z`&E)uf2?^xF`x!!%hhsl7$BQ)fpVJxZBB;$8R+k3faOgo
zE{=c!G577)f5YQv`G&9Fz)Sp9deK9sH3ib(2o!E!;W?cBVCF@J?TM3t3}JsDBM2B@
z#j1_}mmM&<n-b^qbLrq~Umi4dtyF8X8l9`HUVt&tc5vYkVI8~P30}A5Y*mL4cB4sw
zKhds3Io5swMV_4|o(b&fE$1A+ImbTZ^p~mpeAKT-!fCgZRH^M{I?R&lk90FmnjN@p
zP<D58KG=AfQT6+&V{xzqk#oC7=b0`wby02WU7x>3-{e8d+G8Umsf~O9L8uY*;X@h_
zG6<Lleg29ybwEus4rluRF<V4`^W~cZ9S5?@nv}=-4Ja&t*KY(NR0lAKosf4)M@##?
zFcgxhBo&@0-oA5ZIg6?<f+qp{k5d%0b49u|?lZDlRVn}Ae#bhW<zDL#SkGtauwE+-
zv7oSID`6JhX*8fb&t$L>|LyTE<7Apu$LMpA@(=@H*&n7drPw!mL7zryRLIDL=#1GW
z{!A#j(ydpp1wrXM09!-E^D}@Wp*+9<{BIyy#3dwb0hJxnhEePp|99JZE=t9S?E+vb
z!}{S05Gs?qwKIay`i#sr-T*wnHFQ;UcgNdF@;f9+qe4CWo7W$%hWji3KYWWNWlKJJ
zfsSqzXI3vHjC<!7hcbj$cf52N_9qV$o5<~t8tv>^PM5P@cM?l7*F+TVubQ3)2><?W
zDxz8R{wX?+`vrf;!Q4^1j1_@ctM8U8?`2!}y5sS;?iZ4hAgUC0qd`U58pqcEc-3vB
zcj|v_x-E6c-hFR2m>FRm8EX^Qo=(m;`~HcjSTo0~@ACC+LTuc$w1FTfiK0n#_J)A|
z!vA*e=djO}443}<@Dj3!OzYL0GB)_cV9b*@Y@np4Un!@e1#!HG!)r=j-ilF&bw_^C
zgL1BD-_^3V-g@pf;b=Z3)tWO&*V`^7Gpaq9XPNZSn26DHrZ?oqE?V9#yoD*bTlZ1X
z8-BcXSV^hP9r^m`&e`#&5(C006dkU5!4$q7uSR~IU-t9^pipSYR-Hsw(QmQmH}x8n
z;jFZzN&5H^FUoSVXHt(x<)y#i{d%X)b(UGy$Vg=_fy!?mL={}VSe1?O!VVGY!pO}X
z4Xk$}s4KoDru=oug^%_gEzvhMyBO;*(bH!ZTE2db%$Ql5s=NHIA25{5Qyt~^v#on}
zJO8wZQ)OEQy`<&^VO!4VU@hz|n;Ymu$;~RKQ&%3H{^pfgeCy+|ky2YRPM(-l5x#m+
z)DWF5@xFL>rVF*g%^(wLiKT5Gu2DGV6})!*Br@HX4TS5~Jd&$|T)g{pi;KG;ECS$=
z1pI>||I10A`J9R|6Paj(0AgOjZ~|mRh4#zx5V+n9GGXQaWqbVW9T`m6Csc)oP<`SO
zZ?in&u)1}ar_+(_S3>nsr-{np{VmDCT*D!Uq5icf^}wogE-Atn10U|HxN6;S@+$UE
za*C2g;mlSLVAgWH+tm=)5|>Ze$I*N>(u#rw-Od@)Z%nu4i-4}2Ql_up@5xNXEM!$W
zFQiaGGKPkAJsRk6#+<5QwTsqr4I<KVep_8FfZ6y3A}X+m3y^nD;BVh&DhSAbNG&fv
zikSyb`qgP1f`zJ{jt*oPXYFwbPSuP*NxoVRa;uO0=C1|;dC0{Pq)573)AcAPw<-72
zi;J(0jk`~IZujau6<N*y_SBTzUAO@DthQUEssY#Q6QWxu-8LI(8K`y#l-thDpCz1R
z;n;DLPsb}09)BbtEDA#J+357j-9!TI9IgT4Du}h+2xI1uySj2Kk5jpj`ffn-dlX~^
zn_&rWgMT8^yFu)PhY*G#4)Ou!!F2i%?ju;6k>~vYK#)sxQUB_{!e94a$C!rm-vXRV
z^}wYJrxjRLT3|Ll2Dv-{u}J?82mzavFM)oVhNW;CE~7Dgv$Z>Lj72)s$zA4fW%$=Q
zT0$v++C>2o7b^n%ID|$;wxYH>>O03y_O{N8G*jdW-P1GCgE@^AvLZ9d8Nc~Le3*!S
zXYe<&3?FVa@*J+C-b;0|`r4{3Uq+1jy>mX{%1VwHzq{e16p^D=#q@p}F^v9qKilqq
zd#dGN<#{JVPR@B}$C|e@26;>J!DRFK6jVhn%W2UFP|ZK!<cx%jb!fBbMqUz#UnvKM
zsja7n2FwWJ<SxGa8|6Nbc1G{|pHN!#28Pbj)(jjj-vYaYEX@T*Feo^97PiNk5dIAv
zfa?Y}RzXApN&8&YaI&g~lmTc~vKdr0-UjkT@op}YZK32;SpZj^80vJ3bnuJHp+~sU
zr8kwT=O;@28hCqrGAzwF=A^um8b<68`J!UKcAAM;R7n<xG_`_03Co<uMpm__zq#Ab
z8NSH0{@ngMc_GXlDPS=h$5X4@=KI!nu2NV1ZXyzo(6IG2lkHQhn)!3h8Q?PiK*qxE
zBjQ>(Ey35&0~1nc$GjeV9AwBtt;0Xd<=k8!Ptx>25j>ECCKf@UK!old-&yiH(BoFX
z&-txbiP@sv-GO2@J(S_T3q%SZc9w^+C6W6s&2+Cwt}f0~`&GVX<zjPQ^hCGrvLudU
zRrBZ19ah+1+6H%&ZwNCSadz?hX@oU*iY(eMoUo7TWa{@py=kqYMx&mUCEb0Z18A(@
z@<CVd11}J^F{&sHO%+IVf58d@2Y&fwu^_0{+X9*j=>&(f)-n7MW^a=p693NGOh`oQ
zHN!;Ii!2VS!mmHnr0P1vhjJR{^Xf0As>gx^b*9%HR&vc3W%@4mXsjy`f#<UyL@`N}
z;EsBb{{4McI@98z{ifQzt_E-CMSssdsSwNIAEKhK>DaD!Qlp0I>S<dBm9g;Ld_yZ6
zl&2M;it{OL0os9h4#(|6c{A;xRSOXh{2-WKk+1l<;xFETuYzZ|ex6TpO?mF12|}n*
zjz@r-r$4VO`6z4sF|$vz((1<eG3W%&u>}GMt8pm!B7EI8b3EKpA{3XVGs~jjDYuz%
z6sk4+0?VzfJbT=|lU~|j50?PE+fQ_L3VYjBr?aB*)XKu`ZC}$fFi^n;7SjqB2PH5x
zG_MEpIpFmG!2z>-W}3-}kOulYl>8D*nrbVuZ>sb>h|3zn@qh(Z3TN~OhdB!Fr%CSb
z3dttLveq-mOt$}E#4twj?cce62Ms$nvGRQv`b`vxz<lKTzZ`aJ@&_QQzcr<98SvjL
z8-Bjw-<1zDw7OnCr_+h&Do48j7Rf(nT_A@VfRhrDg+*+%@g<Gi4;W6o4`Mn?H1z8g
zuU*z)-|VY7r890=qFEu;KNCEh9xlG2Y((9bSL6S%dix;)dm-9(K)qu)O77}o`By9y
zlLBF-Ho91(v4MeJO`}+)1kRTpJS=uxi9?q+u7>k;V*Q%r^Y5R~*=}pIfM{Z5vr!43
zCxmmL(KG(T3aMa%PL<3OjukN$e}TwO7t@yw%Jwj3r|=c*s2&S{G*f8m@cHIS{+GF^
zRQEmHZo#S>k}|n=UKde`$_*5gYTY4HaDN%vU#FN52pjBrO2WeisRBU-(N>GYPk9C2
zhNfq`CtHLnfZ@y$&J_)ypA2#7G+-k;EN?S-4YqH<lA!oyh&2?8j4uKP1!a0W9#W(+
z6Jk6eri&cZ1ia9@;0#`a=g=w?@Q(?(8-fSk%coh<Ov$^J@CJbK?EG2IXU|3EnYaSb
z|IEAPTN`!4)sJR$A@X%w-Rq)|yUaIhQln+Vd^18VM^EHv>)YGncZ!8iML$OoSIvxd
z7e~=B+9oi0<5=WLt9P-C4!W7!+L}RE9<{<FaVM@T|HstYSKB%}10=lxut<>C6o%v(
z0U$-<6mVo#DK(EBTtTwp;ndQANb%;LooO&m&HqRimsvi4u^jWVqlBSPslJSWuwH2M
zp~*=4U_s>i`11vIt6yg`0jvRBljxUjg~1goIfkk8&O~3NO$pn@xp7j(>?KgesVV<>
zu|Am}JH7Gk94>8&yRTnXg9%3X3e?;fgO->ELRF+bb7Zu;0yWD729mkVtlU4~s@ZyI
zs^xX=0Dzezax0nyDIh|e0SSZlS$8Tb1Aa8{Zdtgub6Hx+Jb0va8lyWyQ``@I=95`F
z(a44qd%UM~&aCa?e8FPrSX<mSFMnRewZ(d$k`0D1M?(UeW|9{kZSNdyblq(`?mc7>
zO>N8MX`t-VOsrvvj-sKH%5}whK9{;PsBVR_1<{Z-eSse#b~+Lih}!^BfIOq`<;-9F
z@M`=smB62@=he>l6AmL}(FSH#-l}v)eRi62Z1Bnp@b;KIAN0{#n|e(aJ!4yN*yHtW
zZ7VKH#yEvkw?Hr@Ot`uv{`@!%VJ~rgu`%vi*sVJnVlRLoRBq;EbmZw6qG2P5reW;7
zt8+j7UO*#+*YyuW&_5Uwk(2@0fL~=QsHwHXWVQ^EoREVT83M@~P?pw3VpUxaU3|Q&
z*+rQi8^y)Ne;oja7SRzAwD<e2E`M&<tt3jNoWQY-0gcml>O+w)8)Wc&&Cym=s9x=1
zL{tZxrQ^`+o7lDok&yLt2IwBjPOb+&C|}dezm`zmb%XTiwCMJE@omHlDa^mmyg>Ef
zIa<Sshl`Z+qA}Y|QiQ$a`|0zzYquzL^S-9Rme*zZ_WLacmxoNHkqAPJ@`;!7LfH*}
zgj|O1-^$4O{}@KyXk-DuA|VeA`2G90{(()oI~W`}B~^-F4`hxyKxCzahKBSYLx0jI
z8XpLV80e3+7v^yM?^CIqPhfmGP2L9XH7qvvP8c!A!-zmq!+}#_yjh@4N?SH&v+a6v
zHO0+@eF*{<R7<bc6Kslz>gCL~A1_ha3LX8Z(k}`>TM<SsAr4+|^X=6Mm1_$+qqCRB
z1-x;rl;B~MA$#<-nyT$!kw0Hl9CezGjzUS-27=akOUA7mu|SX?0LTl{s13prWO&gr
z2siFPBp(_Y8e(pK9%T}(GV~!b%0>{mzJ-62FnxrZVbI)gY%jShgQjS}l-yrptiv_*
zXQr=~b8BC4{&cbSdYgwCnewl`v^B4jJ5!#0__DV~(+`3j(Hn49`zlUnOCl-+5POzn
zU0&3CRD8t;RFG~W!}VOQ-h5a)utQ%*R7^yP&@v#1?bD}wjs63Q!OLi3GJ3$@I;Wij
zI<pPORuq>1+a&oW!3)$$Gy+g1CIbRT6k;}m>usDacMO)tD}AZ=4dDE=ZwI&0hs6IS
zm9zRQmAiqI%DrCsH3|v{QTK5%nU925Q7jSI@ylNo<oDBYx9B?Ggyx}?IYpp&Souy4
z4e;gmVUb8wty*ptQ$Ak%z>Vk8)?Bi|d`n29Hcq_u467%3-$>kEW?I{8Nm?R|yff%$
z#>0#THNozqg{wr1IyM`vy7ar$i~=WGw^25qj)Kw57|iJ7Zksi=;RLNDPav-Xht%t8
z%l7XFC=jcPY{!6LqZZkrSJ?l{8-z5Qa8^)Uao9uxq(T+iR*kRbq;KB-=1lB<Q2yEJ
zk7GkR{=LhWQ6&QiV(yATR^G!6!^5t!X*$NM_uPkB@HQ~U)dM*ViLYJ8S4Bp9j;}G0
zO!3DWw;uj5;=T9@#?PPQ3O{rARoAqV#2j65NhKXMj+YP(4A~l|V`m&umsW0(1)?<m
zw#!ZJDJq`Mv)p}L^RGrqPs5@xtG|1s9Zl9+$wjUsS|<AvloIqkPTjbS*mt`e241`M
zzYw8cXFjzhStZ=aDb%!0CvKS-O_3il{-pfT?Mu0Q?Ay2f%bK%u=V%Npx_Up*)|Xhb
z&t{}`LwrJ$)U<M(TZMZAVit63&!s#1RQIMHDVAacm)Z^JM-nL~>~3tX9i^=tlk;Pn
zbcZqUDbc$fCO_nPF`-yWW}`_oy8rHQonkn)XXsKz-H`vyY9g=Cm#`gee5LdJPn<=L
z$|FqoA9`b4*t@0`Ue*-)`&8Y`G#_&_zgg27l@~p0({PI8mZz@RT~|dEWI^e1IyPj)
za#(|<SXzXpUVdR^4CyLIZAM(oQ`&}OrRmMAJ14o3?Lw}$ykZq0^kaz*F7yf4sE-fq
z4v1K1D-;z=eOivmY>te(@C?FU&D`eS@c6hZ;uV0?vYVBKDWE$%ezLD{bt{KJ?$xWS
zk0I9q^jzj6wrgI>*wGYLAO5ADeS7T1`tCa7;VRod3Vm2|WuV54o8Wh7Xnk(;<oecv
z^|70Sn!y+zk@(Vb4egN)*ZmsTUpr|;tg3fg$0{sC>+!Yo7HiU~+zrdHO<T2lHr}_{
z@1ZJ*7km;Vv2}m`?oV~$?4J26q0kPWlwpVX%K7$?ZA4Y)Os<l8bidtu=PXNfopOfO
zRU484OSf0Zbt_w@l~u?rXqCsJW(epOi&;m-i)??nbLS6K7u*$^17>DL6dpZ%S#B2X
zAs5*pddekugo#wSA7(NdOKb*bgcx(qJyeu5_7|^i8fSg46y_E$MYUGk9pxcwy{O2L
zQ9le9=H{&A`moR6;M-x^P+KBkQ_fs=Rj(%KL3-P10@2*Byd+9QN3`3gc~E?zR9k)D
z-<(Q<MzsR4x5~@6<CjCc56ql+0AEejmL%!@bG{VxYrm&_D&t7ltQ}F;MdYFD#u#3r
z^57&|R%fKHX3U60gO!Z(^AH_Z(S%G#v^F*PM}lfjUUw!ZJFN6*lQMB1UK|qDo^wtp
zA8hezmb*w)=@0gF(9Za@Mw9K%&^~s4Pqv!8oFcW*-iGb=J#wijQ`pI%Xga06A!U8w
zH3^<Be`Yq{IzoFqV8pu<u4U@<b@h@_|7KDTuV)+>^*n#P@>*w;%ZE?5I5;?N7md6Z
zEZ#BZRF@hE88XjtxA1<N>16SgDpY3FPfT%h)b|<b1Q)%~RppUiIANjo249=>a_UQX
zDHjPzm1@lJaoygZvQU?+;WYa+hLqz--?~Ggku#UktW+WM(t1C)tKj4F`{7Rps&G<5
zYPrH~>RZ=#C7#qrdZ87mWO`ZLopthUoxLwybQKf-SuH;HIrDIw`V~jWUTRRd@|gCn
zEmL|3XfXPKV0;>SbZ!W61*GrczCrq9Yj=>AEBH3Hp(JhxjwnZ3Z;-wsq)4Z1+&1`|
z#s5Cx>2|pZ_Z9rC>UFdpGV)c5dHQYiAjdCnlW9tLk=JBkig`Phk?_yu=H*#mwD4_S
zjk9GRZIwb!3`FoqlijQvTWzS*=lh|pKemWfvgdJLQq6iJIS7_ke#Q3#M${E{m^oFP
zRB3MPl(Qk1Tge@F9xd5E3s!69`%}qO^4gd!w)`aMZOQ8~O3rVC7N?05{<X$s8H!`O
zn|$lv3jss}ND1vn468Bu?tNL6h?>D|$E8n?1B7mrymlMJ?H3qmBET8iFlMNA5X})@
zHKkIs84Xm+Hbs43mFAW+8k=LiERsI7GNU2swArI%fm!)o(1%{i>lJ?V_*A;m`d54r
zGY^ZqU}ky#{KlqmK}?|rM)wt>Qd;ZJpnACu@!NRobl)&ps-%g@XTLWEODODtL29?}
z1v4v%_5t_<qo6+My4``*;z^Jpci(#Ak4cwAz76=vB4kX>0P}}T(!hiP;XkQnf2oCf
zB1FerJA-^kc)d;c_4`R@xx6-FKfdV^^Gb(~`lLFsHNJbv_g&%iC$k@lD-)X@HBQOv
zYAhN|*k|XedNdlcFSAAkNwHF|&}dw4+#O7JTb#uyjdfXH5yISD^DtSbb=;Zt@}yy;
z57Zrski{}&i(TR?M+>1O%BgDYqvX7sm184i@ess8gVx-J6_cAKS3B35eGL0I*J6(-
z#_Kp6CwtHWu8H4~!TI+3y(p;Rupm_njCsgVP-sICwXtEfv9Uq=eaCHD$$)YECht)+
z(us`c0=-HH<Oo216SDN>3=)*)meZ4{g=z_z|MeZli^71<>t|@NM&p_o+$bAn>mR#}
zN1|9HGtP8mer0ZbdxPfC$1X8XQNUj}>|%I!&f|jjxX7sQB&X~;<TWXIpgmQhJ9G2#
z>y)=Dq@-_ZfwN7DtRyC4WLeDpa5Qg@Y){4wZ;1YD-=FUDZVUCxC&7Wg@zqt1ISeg;
z0&s|W8K3ZC=Ir=Q!aZYEKVLr*fRz+}fP?Z5pS{V4(cyJRWXdG`Y$L=TBEO<O=K(!2
zO<dEP5E4=+oh0kakNKu6$n6e~tw9(6=X0Jlm8A)6S>KLypAy1VZNwdra8E8Kxy^QT
zH70yg$nw0R+uTj6b<*|JD8s2q6o%iV39g^f*~8l}t|dupEx%B@8ZZ)QI>|FQ20<q{
z2Rz(z2`}z=*cnUg<wl3g99Q09D(f#>r+t)jc=Q(t5KY|%L@!+7ci)I`-}V<L`tR;9
za0T<ov~v6`7>@T9R8BIT#?1XXrhI;;sx^PwKk)kb`J~jT)!=LMZVx_}$;+IR9hycK
zXSZ$ai;Ib8<Nn;Lzl4|~mbtNDO1tjgsxyDcue!aDtsQ672E>tiD1I&|YWsd)6?47*
zZm&1f4D-eq_ER<N<0tb$V*;VUF(PBjyl$oxL?bM3|FXG(5-DlOyV|7npsT5eSypE5
zLw+A8Q-M)J>gCPLsw^Zj+FR*}(X!xqfrg&Mob)X77!p=_EzRMbrT<|g!f`)fm^%Bs
z!LUj?Ka)Um8g`rPscJ^>$mUshh&G!?EB~IfPE(0yzG)^tF0Wt7`vYq8UGD~W!-Yb&
zDaY7GxlPu8Y7U9nzfae<@A+>!msg+fG@;~YG;2KzsV+21xNY1>qwLece~z23jp1>r
zlI47Jp_}Ubm$=92wpV3b3`5>`MeU1Xs-nQLZ+UwCZ?9;N#6*#ITh8C-YkIa(uUG4~
z&TZQlT#YWxvh?*JUg(=c7ttdkTvI(YQb`pa#wX6^Pht`bBk>8-05<vi`uXecoeya<
zQ8nj}5+th?o~&cE8BA03<fzgB0_TW2w{fshwuZV`jVN)J(5|+9=mwz>)>SBh6$^Ji
zPdKW7INdJeCBe4tp)sSQbwIggS+=t#rfI#YHJi2D|30VIz)$dZ`;xFDRhoLywIF5D
z)Pk+@d-}>K_fI8n>_09T@ugz)4jX6e4B7GZD{A=5pMdH?7v3NwiA8<ur<;h&rsazM
zXl>!t&_MZmuq~eEuPQ{P+9}*Zed|UXY4Gk3l!I|whL&X0CzPP7YziPZ@BMXyJhZ;U
zu5>GuSKZx^46nguc2ubNdKrtElgq@+kUh0sk7TwZ#^U%OB#J)De?%#tFBq8TrGfrf
zJ|@<}2uG}b#`h(!?hJA``1=ZZf)s}O>Kl{0OhqwcCI}D8OgUz7t{O~W9xYQ$t~Umo
zi<e|83Y0d9ex9(!xWim0HLPm<>(8cF<EwtLx^vpR;WojfY~9IknA#(}f}eNC)6#J*
z%V5El&+wEGy|p;yaaZ@3qqq0IB0c359gN+hQvC^|(h-5VYkv6XF&Z*ctje*w#5sQv
zNzu7i>FMT_=?JGMcT_1XuZE&LJ_<89!M0E@k~zrp$=hI@qBvwsjh9O=|6^H2pdS2y
zvL&SX_U%{cwJUleu0mxp+RYnldWcTy7@l1AGECC|kf=`Qx)XX<->_51C#;$=BkC7e
zbJhfD$H(lM`5VCxiqNdX4R0i)>XdhgE0&Yxp5Xk8BnOik4CSAB()-(Tos@6IZ+i4v
zS`mr;9_Hd)P30jGx<KWr!P#4O;M}XqXelT!EGlSeQKAp7oc6wZI4i52Gtr@KeD(~S
zDtvd7xwOtjth(231wa%Yn-h+3*YLYm3!NSu>Rj#T1cLBhDzhQL<pD7vf{=6dXF0av
z8uOzEbG@vxv4CIwec2ZK$AL^?rP=$i?jBE9TsDjNXkbkyJM{~!!64c$pU_<Iam~qd
z!t}-p<^kvM^|Q@d{nhWkZZm1gr#Qa-WAEm?vpRL$-)aWf3;Cmzqm$hF_>ub|eUvm)
zbr&STmsMz?W2curvurcJ7^x{KTMbK}suVjlY54XdP!}E?QXlPv^QaRYt+-%&Z2nt!
z0$(8oYtq9zE_Tb+bT<%0mZXbfzbL<6Q(z`A`f(cl<3hXUG}*?w`IJ-3fFGKLo_j6n
zZaGVU&@!bf{qkYCe(T-+8Cd{IFE$$ovWLUh8LF~n*<>|;C+NiaosaFta5@O0jilAi
zPWV3zH=BC@+!VA+`0pgIC)1W;W??+VqUCy0%0NtltxeXr%=-lAzYCQKcXn#fXoUv`
zt8gVsoKu|_d7~?KmM6N4+e{6{eY0RE;o>_Qr@W#MhiF6MWiL7|o`3qW6(S#4Iqkki
z#`pU>j+a^uf56z3cJo{JO&|8S=BC+2r`Z*hoccE~Qx&asSU6+n9O~i}vB5mVA&aFy
znB9d%h}3#g^0E4Q#O)#i_haa|+<2yo`@2*nE|U3b^jx_#-u!!ieI|6efC3Q^5LjEE
z@TocfK@3Mkv}^_Ee)mLI9h<HRzGqeDB>WXk<B*_f$o!S)!QLV7RwsMyc}!Lw_4Z5v
zOYEvw47di|%k{WFU6he8CetP2QLR@yN>jL&g(Rouzvu1e$~V)D%9EBqrG0i;K!RIP
z9}!`)4l!9Pfs)s^Ex7ICB#Ig?^f1z+BSZ7^%Q-Zp|62*Z)e*i0&FK!3Ffi%_b&91l
z6tr~3aT|kY2wC_vdfu5NOo0@XUjk`ESdMewHW2b3Mt)nF$o-L4N)0ez+X`LO&9(eE
z{loRBr+mji%$&b`JK!!2L*e9wY?^@>zzZLbel}u#%%*jyjOCeCCcn^2U{?KAXThjF
z#Thf1qmPgni&3Cc{pF@{lW5Y754V6b?m`mQ1)@lm#C*82rU`XPGB`pl-4rSA^Plnl
zMaYVVh*2@V@w(VeLSn*Tn@7HX2v8g;G{iu9`;k9TLv&wRL+-q+A6Xv{QqmCm&4H}w
zOK(En5HxL1>2&+eV(I1u`9Hbq&s3a6_wT0X_#U>3nC3bOCo^cAJ`{a0NbBD@q(wCw
z>2-7vH{nUL4QW9c{umCYjg#YemT|T3rVbX4+bso(9^oYR--$~TaQQgO9WGdBT(nyz
z^-Ow6a@DeHMNkRwCZHs)2lp=Bi+?C{)8c*%CMp=G@@f0Oj{SENb39~x1Ns4W2#SGb
z7_|&{2o{Fc$&VnCN(g4Eyk0e-m2=^bMbZMfQCDtd{0z!buX<O?&_1QpMQ&)MQ}sIJ
z{ctTpsPZP{Q=Uh8Ot19Z<0yT`YH+ryZE&%xIOTbkv_ZXbFlP2UppJ3mbDJhb&i$(I
zm~V9AV%uijY<2UZ=8U6sEC@B|f@}vP$?jM`;cxhwbyx&BR^k{z#WuSgBKg-;kH%7_
zL{y0p{#BjIi;pKgKmRI8{ujxJ8~#iZ1pCnt3n&NTqoQuUU}*S&2E|73Ees;UgI;Nm
z)azv@8R|A)`Oy-xj7iE`==y=%6P-dsDKXo`F3PFv-Cb%1#8Xf}XK@pK-ui(Gw+tAF
zhKS5(N6Vs5KN95ViyZ$6Vdt$A$IJ2@ZbSbRRp4@bA-Qh;gb+|=(G@5_z`bqWY|a&a
zo4~tYFKzfWy0S|HW!AkS6so^c9LT4V1ZG{QXate3mUUV88Zb^I4GB47P@vKYxlqs+
zX_(WU6cy#zFuT0GTx$`~nC$mf77wy|TgP)B$tHiQzBIo#KA+&Puf8XAqV4EdvVq=l
za%Z@<hUC*sLSo~DE~X(-?G18<-+w&W4p$)LfTGE|;(E<lp=%w@;bQboQ(0V0U4^^g
zyCOc0+2a?LdUO28_B)bnPDEGow?1_>mE3s9LI1to^W38=)pMybAs#8uX{|EqqVgF|
z(3H}8$&=iyN=(j8U4$0gkv*k)7bT!k&f(!-(k9$B)wlTu2!P|jMgmEwqM_u1nG+jO
z*Dwb^d+X{sN+4WfO7yyLVI+L<K@Vz<6iZg2e<&U_JOkgoOr0@^n6eeziZJ+cLLU?l
zpU!IBUYXNzi{W<CinJIr=u9>qb&J_z60M;zx@Fdo*A%0E9+S;mQT{dM%b%0mGn320
zF`QW^6saKs*BB?Q{=`ifktXh_v{1VdkF6n!rn;!Dg2~)lF}*(%6)mM7$Gkq!S6wut
z#u6D?pG#eJ+{tk6dQZu&L)}9zDQ`nq-tmLfd&E#rN$`T?err^0M)<!>wZ3u_$?vm3
ztZTTfm++8cLu!adj;ILa!y$9AfXzyQXcPd0w?Jgymn?z~yl4Y><6h!~cVslJJN~j%
zC}&ok$*&q2Obh$+Wtx7>k!K4lJ*{T-h0<CeN&QNMI;+$`kG{XfxI|pE7Nya}nOgHE
z^Xa?kNC!frwc?|X1h`y2ar{+x$n?WX1R|=X>)~X`*(rVYL+>kp^Z*Yik0=%G2xEU<
zaK?C=*6%Tte582gLKb{4bTanu*Mu9MvYgkfzvV0dtq5<S)zua}5Xe>mr7TToOj{bv
z0ih^lh(K0Z7|;&AkfVmI?MC(p;^E<Cl68Qc`mZ)F;XlC<ViYpG)@##dz?FS6`Irn~
z<NA6<8sd<-gL2h_!6DIkw{&(kKb7az1^kcxWG;2E<TIU-lzLq56Y!#sKi^Hp>977n
z8$>_nwZ}TLS&L4Nvn|}2I_9#7>$(ujc|qzRw_?A0(vVPHW68}FI>S(x?S!#G_A8_~
ziCuMn!g9P@q*bcd!vwFU$I_4UyHV^-FAeq#FVN}GfFh|Ud?=fvXL{Gq>;@{Hg+H@y
zJ;cFGT-WQ2(Z#~gJ~A=L{d;`p;F44!tp`If04d0v3EM8tp)DBnhbnqNN?|wSN5lrg
zR;V5B24G)%y%Z`Z2Xf8I#voWPLpreU4HOcYxlh0hX*YEd(S2HTC>}c^)^S6ypzK{{
z=6!c3;cWM+YV$e$;qFQtb<Q4(at$P@G6y}qd5n7FJbKq~S~Nm&2)sr=w~1(<wRC6e
zX{%Npv0QlC;9M&<Yk8Mfw!2$a<=*=Bj|j1g2hm49(V^q<k_w}~EqFj>keVdOI-{go
zkLjWoAonq{WOoq<XU}pa*A+(y^bz^zgv~%INZ~zlk6WWc#2&e_rUL<pe;UmXK%);c
zKLVn*j?;vBOS&%i82GHrP~MPms~X3dM$3y8Hmv(HZ@!so7gw_G#^}9Vc%3w)sqzyj
zgfx>GN^R95b*qOLvQGLt{XLS3w(r`H#+*ow>=lo__qc+C#sVCsLv+_~l)8w^>=8$G
zR{FWo(b?OMZYg1we<v%w8<KeoH+-}}rBn2wZ&*=X3~^|X#{m`WiRLg))tx8)9n`_s
z;DbjP@JdQa!={-4I%I2FFbtA@0w0C~(X}6@P9hZg|4?{-nf=T&b&*^2?vCvsFOB6K
zqhF8Z8|f*RLutbDB~G68cksq5oS5A#tH@fT9!*|}`;bbLc<<z6u-OUj>t+_ri^C3~
z#IqBp!gmmF?xCP}G}b&}YFPptKjJ>_llSqx1nOb2gc+>+cqxH_5y3K;4~@N8xumkq
ze?{9^l;Y$4`4UOe8AHclcZ)Pz?!U9Nyi8t+oDkM;AShZ5qcxE|eUMKq28psDPI|!3
zUL=1E@}>~gOGx8E7Nn*^5IqFJ*0nIDM=1(FqIU5-E`AZ`N^bD8Lh%6uso&O&;e6Z8
z7q>K6Yo4{e`@?BAY||VGs{k+kyFn}2oHB#v#5FzY>RooP6XzUeRb1V&ojtJ$m)$@8
z!+Xn)LN2aoVlE+)>++SH3P5e8zHQ>b*|i`!Aa-o!Xw+qp<%y2EO_2rMJ@OUbz|nBU
z8AK>90E68Cu_$y}3Y_otiw{&ReGNt?Pa%*VS6PAWt4L=cbmr|0+!6MKu*?tOYyKD?
zF9lipu+iy*;|n?=m1D2t@`is{^}N3mC!g)S7&qDL$V`=2eb)5hUD1qBht8(tX6+-)
z+>=|QSXl=ySdG)uMW1XaBzw`)Qp3(p%!VNntE=@pZuD3q{|m>RzR);2n@W%Q*-FmE
zUq$>y#@n7kE?#Kl(N1#fX-QW4zp*q?$)h3v`_VU-?^gVS7J7A5f!Krc+Ob)k1GjYl
z0}`md`J&~6%NlVL0|OF`jYCwCxs$cN&D-Oir|X?i3j?d<M@T{)F{cIx9{7y|AlN4F
z8HP#lt75Z7rE!W)s&Rbm9}B)Un3uC@G>NBG(+H_LV(i?*4RrDP0roG7UC)jo{9R3e
zJC-c^Jx#fpvf9NgK{o4KijsUwD{`;%Gv&ecuER*qP)wsfG|lG@YBA@1YB!5I#9#Tg
z4x75EjTcnn;f7zkrFmcXSEoL8&-G+8)%yXhilVVpcd1$at?Q=65%~x>Cbs}}oT=&6
zm-;;NnGz`%tlLnIwp8~+6glMjZCX&Z&r8EzBf0pVpQ-7!V1207hNbi7)1Q+Y6F4v4
znAN>mn8<RFf$$B5mtj`Iv=99v4%78Fdm*S+X|+e5tl5xBE3w9}jA--6`gTY>OYHRM
zTe@*qR|X}o3Lgs3o`V5yb*a6(1D|Ubi|dVsu2aLg=PP76bd6JgUhhg{q{PG~Ad!(p
z6@#%4`T78AC<x-_?|IVldn%Crpf;@%s*Mtz-V1G0rp2mPx4k>7nLPilWIdtWo9z*~
z$Sy!$IO!gIwpo|n)k>j@O(!gC9nIu$!Z=W%V|NY5Yn#NB_hD^eNYIRchZeU+-TY47
zqSEO%uPY`45B-aBmsFOMhua{3Pr#Bp>gIFWMiy&cQW_J*ZajlVb0*nA=W)w%8RL@C
zQEwlH^{RLo%(7FSl8)F;qilkYY6ux|I^tH-mv2X2=bWhul4}?m(wN9~-@Wad(eRV9
zti!L>;mp)9K15!CiAINSB_=Byvr%CmRpC>!_kN&gLQ(M^PYFZOuz3uF6xz~uxlJ?>
z4Jzx7Qr~vUfz4rw%SRhwXdSzr_aXF#`2p2NV_~7lP!~znfc@USPm7(!I1>%I@}oTI
zSX2Q;ZPKCv?`E|NRgy8MrkNy81;5>4k!;^*Xmat&&$3%Pc{`%y$Isck`AAPN{|BVP
z1(3=#RYUcmL3ItbQ|aMM94~z!Ha9jk{mRvT*0daN9Oi&OA{Y(atJBg-qKblKu?*~=
zJaD8^m(r6E!<T#g#XQ}&O)sKUm!_AkJQq7kPTdWkD6u<*F8z2UGOB+-?7o#GU27ob
z{63*RI<0SG??@5{i-aAV&D|XjjW30457R$Yc~S5#2bAKhr5y4S*)Gfv9j)+_rJe1b
zbYu=3M#>6^cXZF2Ihku#ywB4<af@6xKhW9m+$@qbw3~8Cm|Ez}F0^=k$zDEP8$cgf
zW4F0}+ra46h~r+DQ=i>$o+(eq6RmF(Zt(vhEIs#yMO$c&4u-nVqK-Ff6b<>+4Q|IP
zxV$~d({lGuFjH0>DLot^VsUSH6xn{kI>W}2>G{*WO`GP|!Cr0c`NXQHVGDbx(g^nS
zWaz~rnU?*}KcQ3l1KirLMsgiOwKNVS=1XFP+>eCV4%adZ*Tc*#Q>Tujj}C%u?VM*1
zR<j5;9eU~{-B-D4&#{6RSa<i8GtG$z@jEQ?>Xb9gH-38+c=#PwnVfp1la*PNC8rQO
zwF*YIPnMs%k~WJeCLWGgT|Ql84>&o%F&}FW2pv}j%JuTJr}b)p-|2y}`|%xNj}wUE
z`RugxbD*dCRmNITI=SxD0`RG1JQwYs{_r;#loaNua!dqZqJLT3GT_=^o(|UTCnmi8
zenK-5!QP%3KKI{|P~jc&A?!WKAt~^P_si%#J;->-6>}8ls`CL$$PqOZ-P09qK?o~R
z#EOG^6J^L9WoBD3G0$Yg_TXaPbNo&K9vL-$Y10C+KQs)y0kEKy{)2Jt*kenZ<FQ)Q
zvF4q!V7FeT+OxMhm%C%EmyI9x?z-4YUvga5WUQ%Pl2o7{$SKLoJD`FbCT7NVdsjK>
z1dq_8rKG-^KOl$1NrCwGQ*%EsvG~L-#q#ARKPC7#a6FR$DDj!m>}H*wdw%G>GN;c}
zW>0CixgA>ZOobhN&OEl7bMp0dT~t?}SP!(`!t-dbyJN{6n^z;VP<Od5?TUyx;!zVi
zB-Qn~c04;vI#jr>Dj;l!pXE4z)c*CU`B|Fs&HHgTO`gsBil)EqdcHv_(zN}N>%*JY
z^<0i-%*O|{9M~J<j^kX^MX}$HL@8(SLg=j~&Wm3s43XbeGZp4w%T%)njqkg0uT;#o
zWVEG3hBq_YFg^D+cMk+;Ihz+ro^n;yj3y1(Hth-H+St&TuWma-gGqzhjKxtSp8Tki
zS^L+R)F|=Dk_}I_l4mMc#b0T?;&~wObu?-JJJ08`?@D97T<an9FC^DRO<vhYT2Rf>
z)9`dDnU%~6+N!1J#|*zN!3qf!$YkWI;JjZ26+@7u-AVB6bLMwd+pLuKk5!I&gT*hC
z#osGo+`N%<U@W+^C_sO|K+Qs5om_DAQGrK*{skjB9euJ(+Ih<X8Dv*VOqHUQr9`Y1
zPt0w|(p0+OAs*>h_hT%e`{|aqrx(yOGJRJ%`?s*$uCUyB#+g_ykrEjd^$a3u(YfNd
zt*ALUOWsm_TtQ|XfE5FQw6ukZn2DX0o*1ts&EHzt-k=EVOdd+=ZozYm_sivWN4>1V
zm&6v{<F20;Zrlp^Vf&}KAORgafAek7ZD#Ea1`K}vTaOamu+20yCWNMMWRJzQ+OcyN
zSli8K_%K-{{rp0Samwu~{NnZ0)t2#BHDV2`joZ1gy2NV}<%!y!XNm7M`O7bkl^MEb
zg`Gx8vd?GKDe>`uv+-V9cob-wC~7Z{@fBbFR%F;qQ!Ur+yje|d({bcj{P5vJ_nmf(
z+iB}x4}Y@8bJ;Q`hsz<H1+FDfoWBi-s&3YCWA~P=!+t|%Okh1&u^9hd{YF028}x!_
z3xQ1OwY42kkdW+G*xn5KJc({`aboeM0Z(}J|2LBAE8w6XnpV<Y1fFQqIX0f^SQ^iH
zx=!+*47a^2)QdU3mF=2d%?Oa*4t23$R=eH2=k`PNM3-x_y2)if%&9Lns!SX^9z~Lu
zp7xi%f2#GlB-YC7Mc%7PLF)HePpR586FM$#F89ZyHuH3h4}0HT{4Ja2=XX|Xja}Dy
z@pi4o&3(RV@ce09V*2SpPxYCazm{FfM?A{DIWeb=CsNUgdwi5_bB?Y{czQJ4nW)cx
zp=eih$kq7O{Rg=Jh5<~1D&Kul1J5WHni7_|OPe=RrV<wM?z--AZ~=?NesMiEuA`$;
z1F=|lCAnaLFDX60H#$3?nz|44*4M$i^iHXyh`G#H*~n_9Xuz~waQ;rv!OVRPe0(2$
zee#NK4Q&_Lfl!D_Q}izvV!A$<J+Xi-s7v5ye3_Qv*t@jyc*DpL^Z@af@o@?nYd<rf
zMe1{=evXR)@wH7Ujm{W(>(-<j#}ua_F2zg#5h<id*5X>J-iF2~<IP4}lP>>9L2kUW
zA;I|+tQ0U)F?wMc$$B>iM~yz6S!=UCDS7GBT%ZrW<>M(2@t1L24`kdCFYJrGgrv|^
z{je`Mtw=VR$HZdCW*Mx=?>1r0{30I1pp#+nDyO)um)0{vw?~@zeqiwEnPPSv|0lsI
zk7ue{8*;5`jvFneDJ|iA)19xo#F!x~7!1#%G`=4Tst`pFNkgjyp6l`m(wNZwdjiub
zfl;{oQdf=7<G_A*-AZz@BTT(jpI=W`_a^p_=rV|)o;Q4+UVl_}f1_zNDk583cKcnD
zsbk|+?btTG<o#kNma)*HFekFPXujA=6Lc%)Q5iYEGGi+5oN=yVLHuiJTLW_gbLG`3
zj~KbwCjv@SH_N%M25?WBekwdz%Z$j*5Agft@bkJ1i33;HM|Exu9XRg2pV<zpHN;mn
zty&gx=V0xsxq$&~i$RYf@*4>_|A!<3leh%xjmg<BvT81cdirBEn03o+j8Rn2h|Cjj
zXiuUv$IcrXk7H4hqpfaFEgS-b26?dtvTj5I<WFT*pPOt>*3MqYD3L<xfN-$WR{hSz
zZ9a|K9iF1t7d@{#EJVg|$yPp;ZH~}&p6cKW`WMd?%jH}T-tqdA%7xjeGxZJYtk#6d
zC$BOwZ0q_|fs8S>{&_XUjS$&6z(vwd!)As<NYS8)wbS`T7u#~`UGwX-*&pmdrdmRr
zT5{G8YywLE_eV*Ek0QvfLH@3GO1iB0f%ZsC_vsy*iTM}?Cg*j=x2mBHJywy?e%t}U
z+5rcRvd$r24Lc;f)@<UdoKD*dr#$lH8yd7r4R7x(c(1z`7+IxdBz+VxY6%d%Wt;!L
zqpD;N(tY^$o_}!|GWuX7D(2bpWRN+&aT8<lW7Sj@t+V@T>E2zp+&me*(^v9L<yX|5
zA0(jTASb^$9=y@g#p#2ba!n@3Y)xr<J@Ki63C&Luyu}uM*Z=CHz*FlDCxiW;k&E|E
zeXt_dnYJPg4-Q#YK6cP63*?gvol+T?(=xBxV{2^D`*QMIUT%zQU{`NlaY^dhii|bq
z`g5^~{dvMUWl9MB$I1k6b%72^k*Dw*8|OzBsH1u_8tOdvV-3SLHO=&anC3klB(E(s
z3XYw&-eq;o5%%L9F;}him3~1~<TQJd5@MxR`W-HY0h=yHXm-ynaDq!(xE&f##K$7c
z&t2$HTMu{0?0EEfiVg6MqHW#}{<ja&gK<4IF<W&T|JM|6L8L3iZ#SuHRbzzxi)+dA
zk(j7ZxJ9Nq<LKOxUC(l0)qB`7%apxN$3V5{gVW}|&M9zwT)Pt{<RRg@@_cQ5^mv{f
zS)D0;r@B;!gu&6^wB6!byyY-YuukVO)0a*sMh><>Lb9){n5YU^gx7E)au}kER>qhm
z#_|()q&n_X<L6ZEe;MnQOFa-y(Y<mTT0=^feiOK<5QluFEX})!{lz`?p>6KG-Jw#?
zWB;?do^0=5D>sbd@8I-)gQaY&>rA%pYvZVq$`&<4r`!{BlY}QW&VI`*H`%AN_;ot6
zcM6*}CjCnA`6$Y~z<|nsY0cR!=mrdWKIj(fLYEkFe;DMRO8B!y2UvNHwUS_z7TI_m
zFNIwX4JyLqpOAbsy@!CVR^QgqWkG5`CSz*d64j7jW{tEz+wZL(Iz+bXsXgd-*kY-~
zzVpPu{V8&i>*G+#RvO*k=<yc=i!Pnf)Hesw7Qe7)IqwdF`79!<n^r&mg_?+_vI1ZB
z;LXmCt%{%nbpo5(NxNgKvF)g@+->GWbuF6?^P?R{T0Rvmt}SfhW1eA|Y9;T7OxWtX
z3zNQnZK9Bhh<CZ@mj94?koV%l>F)7nkEwfwBlCzDEa@e|II}Ik3FkbbuSMi({;Jk|
zAm~rif3bI!anL{ZAcK}WzyiJu(`Cx;^0T{Yjw^ro2W@`DcDgM}e~qL0W!kI5hs_sU
zu0;1iZ!aKFLLq$A>J|xM7pl%`yI~Utg_PE_8|3XnOl-yee*eIczncPLq*|BEkHU&-
zU`ATWc`Ls{{90pPbxa}KW}{b8Ymh~^e*R9^j=%1<^{>@1m<iAMa7de?RD^E+FklM@
zo`KYTSq$%Thse9iF-KwCrCA0bC@mq)$d)`)ms;C6lo@h-i_vE`W4#COH$DcoT}?Xs
z_+sO&p8V;<UVRm|8+7}1-9Ea+25Y1B2Z{{CrLJhFWtInIW`mgyX})4A_L$t&XMDec
zo=eIH240nj>vz>JL7TCSDsY&$tqi@3Rrj`pk)n|-s7<eNcJI{$w4owj@$$%9?Ty%!
zhitIelLy3;#}yci&9{?CTE4S0?GFUej=V_H%+q}|qB)u0Xi~m3b<1<FSahRWfKA&i
zVGT#<%Rt?w^btfKw?1{Xr<qT1dQFzss-JJ5PJO8v+tRszN@qvr8fftNMOiGl41=a7
zAtk;@#l-<iB>7%we6Qb@2|s{sB|=^n<?ZdmMHkAYIcoI>1HuYnkv5&K=uYOsnT+3D
zf*(UPm#t(G8u};O(PeY>iukYb=4#*gV$4E}dn2CTI=`o4?hJ_;|G>|1<e#=v`ugw)
z>vjneoFZjWN@&jR<<RV<y|8^(_T>Tk>Q`mr!ewoh4<h}Hs%tC@bW2_xau{ZA?d?C$
zm#Ek-&hI7)Yz7ASKt#as9Um6el~S&zjch$3^^$-)S%+ZcXi_F$X8l#t`P3@(L;g+n
zCj{#Z)cQ_O(&TP$=TNTP7O{AAvZSfxbvVEp+FW8Oaw>HGeBJ9B#JmsL8BkJQ=}q2z
zT$-bS{UgzV!St6aE!vZ0;#@YVCt>T>U-tev8i50c@RTGT_7^IL3!(Pi%(6=6=0(v(
zmgU#01c@bWbw|wd*Er2Xb~2&_y7=^J*T_sJYvjE)8lVvD*mupe-`X%Dl$>Q`-8Yo<
z?TqaJy{?@6!osP;vU?@lhqSRG_jxW<KE6kLwyLIbj(el{N>zR#=XeDHqal2Rw2%((
z5yzFkIy4Z^wLnTa+b*71ELfArtgBm~W;&2VvwpId?y-5H#-lEpifb~IE}Sg)3;qLU
z3z=1sWZZ_gUs$Z&*k_(RI}hpn8<qvQkSrXk_}DbaZxVhB7k1+A(qu*ONXhgCM6j-`
zF(gC&`59_d?aed-JOY(rT;Y#|L$yyN46^gaBR`3B?=2g6Z6#ZYqD^bQJoUy1tXq^F
z{`m1VVTx|Pkt|bE?s(%+U8=&8wIZJ->IUP@`W3#f$v4y--zRr`St#ZgM2V}hq~goO
zH$IpYTst$ws`AwAO2k?PFbE;~kRyHZyG?Bm&*UWn1%Y@j`s7t*PNidd>(7E>!5kbq
zK{wpncz1h;A@1GiDOF1O`u-tHY|ZnnHNgt=d~uy4Ji`5G#9x0V477k+Q#!oN7yR@!
z&vAzD<r;&XsOy%-#~;(BbopCoR$sq9NUsiW^Ui9G>~z@w)<iCgp&qyy#y}HbK_xyz
z$CUeWO0?;_T+@W7`Uj%lLMkuYiLz=i{x8111RBe=3;Q86i6rw_nNo%*WF~V$Dx{2w
zCMC)|CuJ<sKq20u$&dyrlqkuNRFo)FNEt$=_^<o)o$veC`q%nf-?z>=)%$v$d)Rwl
z*S_}Np59t^{cBXjKe|bNaBW(<Hr{+zYF+tp<(oR~&nEA6oDsGjmGBj9$w*vuiKk7z
zhhcBtqpms4V+;4wE?3-f`B1Q5=5>RH$CJwyx9+4C7TO(*FYUb(UIRwX@2HwR-Ium)
z(HjF<PCPwgNVoj}#E%EouUh*zXaC$BTjubxv2o9|u}+hhG5c#_hojFpzDA{Z9oa75
zch9?O$3pbkp)n)0(>cb=Q7X3A<fxfPy~Yiv{T3YAdpWKio)j*0IHj==eCcyA&*ZTm
zH$>9k{&4wO6Ge_-KssmFB>x2t&tB!XZ@jW|>h$w!pI7Sq&h?)4C}%8rbopK6m%~Dr
znODKKyVFkGTQqPo?8)=Qdp8pU<mIK()@yB%rhOa89q-?!FpBOc&OJZm#pNF^PGoy4
zpdn29Z~gt1ge_4m0Rqwgmey2lU%vgs?LBHrd@FfUC%GR_Dlgl?zsgzJpmDX!%Rfy+
zP4rExR<*uuj&&$q>h?U=?9YqOfvfN5E?0TvLVthxyPb(D5F}l_Eg;{T`m{ZPxmHfD
z%2jv&`HP8`t3@)F>nFTojeRJYV`FpG?}10j&-b@H7S`R6(CHTU5_*5;zKaN~b>EV(
z^vHY9s`68>JVB3@{mGYm?tFe?dRp{}=X*I?$5Ql7TB=6dbV7~ogNuLUVV>UA3bL|N
znwrIQf4k1%BBA*8%)XDAS88ICmZt<3uIkt(mi2tdxpRP#!*qu6ZJ1Nc)v@X#rHk1w
z_9*ty#eS#49~CCgc~`8MeY?ff{sCwBRk6K1fwk4;9uiuCT+KNzSlvebIo|)Mb9;J?
zqtCm+x&EiHCX=)7jkm9LuP01evL8zfZS}r?37qQkpuB~!IW5r*_Fh3IosZ9yBz!mh
zRG1j~I^N8W^S~#4(0N;T-uwRf{MGgYHi1_x>nwK_F?n$lRYK426Gtyj&#VULdP}0}
zh)_t#3t`$Sw8HwkO(ZE7Yx}g<r)cW?u;=Jemi#MY*1S8@f2_LqEi`6+(%UX9OP`&`
zS8R!aw0^KLiof08$@%D{>&-9GaZa@jRogmMvB2#l;c`S1m}~jLTKA`Y9Lo<ih~LZ`
z>Nk_(A1dVjwtk1){f}#MefJy9zU?+0=!nnaTA1&Dw9C>%^B4c@gM&{8WV8-x-K{qJ
z88L3g8V5FpqjZL;q6V>lf^o3fPO!+7=(qRyqvoXmTmSsZ&A|DRE<E%@Zmj&X<;lpt
z@?yvRbkmnND7h~PT{wSj$DyVluHIKAv)S*&bBtZHTy?zWTk4P2BetD1Q`4Ts!X_1`
zmI(i9M`^)Fty1~cjHi*CnWz1{MPul)MLoNV6`Q<PG`n@>#42m7j9ypbrdg#??RKmF
z>jQPKR)gCm0|Lg6c8`|)6pT}S>GS%R?fIOCv41|@FAV$cF_i5>puq5j>U}xl8-L{?
zas1LUF7dKwTj|EyU1ce$AGy=D9$FqD-I7+_@e{hbG(F|GvySKv!L?Pat#mT0wL;JC
z{QHiUq}Q%+l-mw%^}F|Zp4`6R`6`81i0A#=4;ReF->*3*<XcL`{NY{tX!>-q&Rp`X
z54#I&>xH@XdIG*J_2~$ZZ@tTGA@%y$qv5Hikv7;9_xWp4@*mHd?moqHlg@PQx~N^-
zKbFa_6jcgz?W>RKZ_&O#_xNje$-u|>w9BrAcB?<!<^-fiK<f5^6C|8v%^eZ<p?1BW
z5o0|TU|f+?piD(Hz8)(z8EiV$_hYM9Tj}akKQx?+_9<;cMd8I-_p1h-5w~V0%_}Q=
z8x}344ln0Zb@%*>7@A+AD##|n?YQ<dfJbY_*8JcKtwlSZ`x^B&-fqwO6~G@geBFPG
z?0RDc-W^V{<vmNCo=KL3g<Vw;+48*q%>@H}uv-x&D(#|nrK``=HXbLLiSNIA7jd~)
zR@$tty(50<QN3Ma(Q?M{HLd!G^R4sc*UQGY<`z1H%qQrqac^h|+v;HJ|19ug(6Mg$
zHPy=<wH;iCeuUZhKtq|BZ%|Ri%6_;^SuLXwW#C$&EB=zW>b-bs`nmb<g35aj(sp_L
zGV8te#r6Kl;F|C*0R~>A$*vshmSGdv{PflBWfr9(TXu`qA1c2XJ^ORw9qYb#r~9^O
z>$Qf{G0<|UWcz;SKYbjbZRcu-HhbLfxmdV%mq9X}ecIUbD4zaZ9@QSgm-Ax1MfASk
zDJuE7+}!n%jC|S+V{0`Ln)~o4bGTIZ;m-!|$v-x`ftug$utjpE=GcW=HW;^u?`2os
zH(!-+U<~GZYGLTJpPg-+5cA0J#cUcc>!NCE$bA?4fgK;-t8U+Pp!#Rcp$~_Kbh#g;
zZCg3iaIeykdl@fRu1DXWKTo~y#D|~08C{<Ft!?k+qm55~J2oU-{B<SB@=|S)y4_QL
zH~AIoCli}Ctk(;+P+4}`M0VE(>oW;7*LbBGez$m~w6}*VBmcDgY=0aRTQPif>N~xn
zrRsQ!<8oHFw)Ol?tjl6|(9>H<u|Ai(+4Xt<>gPWnF`7NhF1mgEMUpukyX3RG4@RdR
z*shriQeaw`ae7|i@+S7QnPDi6Bh5^JP1bMpraqI~*{>04OM^I4tgeMCIhysIy!(Xl
z%5YHRx8t49TAHc%)tjxdas}AbFI83At+PtLvXkxw_w@MaLKIIU7ti!kakCT!<?&NS
zmCvr4SobKYMs4EW*z;fw8~dlLg)*+p>-G!1bYD2g$${6=QMhQ4=z1>f>6(SGtXxCc
zT>`x4LQeemRlCWnrv97@65%!;&hmGs<IfIHop)Hh^jIsW!89w&nda~7*6J@Q5aZKt
zf6Jgd%~827;b84p58WRdk)&5@Prp~LnG+I?`=sE?C6dW;l%{*CCpAF&(rQMFZ8HOD
z*B@F4@zuQ74^3HOAkRCT#lCCN!32si-!}GC@QMCdK7XNkdTVZlEN}Pt8}$zR4-7xk
z_I@0~Jy}~3;b_jzS~RTE%n`r2>G(w2mOC%7H6aO0Ei1ax7IYReeK(#MJm|YVE%xu8
z)!129(Z$)W-TfGii<Y3KnF&e^nVt9Lp-qdy2&C?~2bk6vi*d}(NIJ7DUVNgoR6TUz
z&v6I_L{P@PkVxB``D?9|;EqLG^uE^wEeqXC<Ian12~6;O@;Ps=hHs|KluN@Qd{;<i
zk-DuyJl6)-$2IrQCRmKLW-D9TpL?p~z?hvPZ`{Epa78;b@}cbt6??fod6$z%txWYT
z3yat3MV#$ZeEZ?`b(7#z$?Q9@i)>0~6u3pW6Z2yEtfZv(_uQ3nT)DaO*<)P^S?BEA
z*OMMIvPpVBeWs{j#nQ*fCgB|ssaWgHcrl~%k~7YzD%*M4B?q-aWCp4ft<DrUJzXhO
z_uS5Ma!qKu;@?yJ>2PJ&!rY%fZ}O~H^bZW6IRvMovhp*u-+ogb5`@l#q>V)8=NL1Z
ze%$gkU%r2jLs4xu65MEp7IXc&G$tq?{@JdMDPrzV-zcg|>Nj`uYc45ceD~SE^^6kb
z<`s}Sw7AP{vPw>kD`59N2^DPx`JfF^#dU`@w=`|Cv(<by-f{KD{k0wZ4qaFMwrRfp
z9=<Y!{lZOm#U$STO=6PEW*09#;$+Nd?zSuSzLK7RLCBXWb1K|1-PuDns;G47M<!O5
zkVyp-0d|ptZknZIOtgI*C+`Pnd+l`jJuL3|DW*}>&DKyYmPJ4K!tm97zwYNX^&jt9
zW5p8F7oeI(jzycExiRym)wV`+^-H{|m`zXgiw?;1xT(K;Fm>=5x#=}_hn~~1Q*0;b
z(M3JdLdpOtQ#so_iXvTBGBPq0(XFE7;HTyH7c$k<SD^GivY<dg<JeFvglVP;&oK>6
zA1ztXY=hy}?k6)rVw{VTg)fIs{Yo00e|A*H)h}5&@9dot&Giz?x~!?5r+Z!UY{Zvq
zSh22I*`MxmvNPy)NPwwZ(3AbIBUnq$Fzeb=CT6D6Hjy%%hNI%|f*vkk9Urr6f8{fo
zJx;@&Ppa;R?=d-@r03YO@%a;rjY-cxEiCBF>|uzvVU&*_^J03?^YJ4&AzN4Pzu@3d
z)$&TvBkjFnQL*LSdiu%4i?dN=N$j&~E4kIy`=pNBugncut2}vkc6-I<f7XJ(E<w$i
z?hD#X`Hy^|Yj1DQ6=R^BU0oxObk}5~$#iRp7Y`=dkJtXVwd>Jxiu9*W5d9G{GfqZH
z6(0PwUf!XEWoBle(XDbmJ-5fuadK8@bca)pe~E~D@}eolg(#b8(NTp%D`vJScC1<@
zsn;mXIvFOZr=ZaB{gR~VPQGaO=c}(aAK0iqu>5R_)4Yx%_mZX{u2odN6elCKZXZ2+
zPFeHbCz?$Dd;(08@AlS-&1%?m-#xdBRYgRTt!7%@IrRg5j7J}rvOUxOb$D0xOc)VG
z<z)JW;^*-vH@gq*ow)tq+aYwMl3rI=m!h&<s$#s-RQI*8P+a`{Q?&<Iu3Y(LZu(c@
zg9lsQellf=z~p#mbRc}_JFpZNWTJXc5OOrq=TFAOm@Q}*yRI3#cqv4=;$i}C{OfvJ
z<LI#K$YAaD-`O5+PQnf!#po$acjKCs8oc}6>-#`ung5Z55<UqD6HAksp|XJ27B2fd
zVtS4b>lLw@1oNFd&V8h5yO)8GM$_`LChjuXh4TY?J3Xsdq+%=gdkJY2e=<3{tLEa~
zfKeujW109L_i)k3)Z-DYE5#?P{6DT-r~j_`vx`eE`|1@UcKicfKRUP`CzdU=jTt=-
zje!m<p~QWcR<apmh#L<-f4XjCD}zSB*q7>?ACkWdWi>0jb584I^U->u^8MACTindz
zKkIjXsoz;Rlmf%~@?~mPGbVgz-Ml$_QPs|}aw2Wxkte;{7xV8H+PU>?HW64mx;b*~
z{f1pEp4VUJyWiTwAd{-w9@O8@wKSRK9H;pCx@_B5Sr%vYXtug%QpZFh<9|_9PjZ#j
z>LoJTbdu_<8fDRT+k{KTx4z0YNi(2vS*={9PqU5e@exlFrF3^(TcUMwz0CUM^m3m2
zWk(a2X60m#U6z*B?)~m#qpzvU(EN_kcWd+5%f%AX)UazdZL!RzrDyM*OWyCLw~78V
zgSrV#-^W$oEMPGQwT4cYiD!+0m5nl&*b<Rl`kK{?${dnw8B*B<QfrlEcxz>k?qH=;
zR;DOV_JjN{C-g=~xlX&|O<Zk{G)*rQNlEXEu+{Z(l{BF-c<rZKaJnY_;pCkrrYCU`
z7EF&%bDkgElsz@FD|SzT_vojU_g>Fk@gMK!h6udE|I_IUFB|u|w*Bnx<nLt9T%s<P
z$u6&|Eq1|S`(<`2b4jV5N5jdHk>OuKk&Bj3S#hs2OEtOs`qeA8n3$N%+qck2UzcV>
zdz8@fiIbDF!M5_MRkprU#_^X|1DrC>htx#;aeB~^%~RQ9-+5pDpJ=AD4I}HUa!t+*
zt!1iuFn#c>gGcC=mOHy<<9-#l=k&Z9T1!_aJLTw{KRR96LjD=@V|rvw*p`tgWePnd
z>2e=?To!e6bCYchYcm=Q{u?3n64`RwE{4gl&aMZn#E$a2mGV}&oT;LPZrZ2?dGFak
z{mYotxm7FAZZcrBixIYzqR_4({GQ*(Q+Mqfp85TAd@LQkOP74G|G7+1@HD2wE~12m
zg^Np7hJvQshfhUEGqgVm;!8_QD=aJwPkY}u&2whh%_5<ZF-<UY$v>+mn8_}?jExaZ
z3m7Rl`=Je=el|`Y9A7cmVJ<LXd-~L=h>LC4zr{?QJ(%0@o5r?WeyTcvomVb3e@=dH
z;r;u4fpvQxHuy;2dC-39`<mZhHR>*pkB=8WVi{T}ul7!9DenoCpMMj4RA*y(l9H-6
zpWVJ-?ZTF+VCQ{0v!x?iG3R<Eva{4Hp1;7DSZ*Pq^snv9_8mKREV<TQAW?cYzsOVI
z@7i!ot^co$y$u^%+14gNjiAq9u6^J4?>Em#ub7#cIqc)}3^flUJ+(Xudkmu?r<2%n
zMKjNa_G*Ki>fi4fGXC{H_r8-DFt{z}y?ak0^Vy9d(>8&=zA7FK8LT2ABA7eB%`6N{
z{}a0FKGh!`Pl6Uv81>FBdA1p&6cbJ^5$nPeM3<M(|JLHi1`=<0=UiK-)Zab+W8%-r
zPB}O@jEs*P<`^YdJvw#}O@HZ(jEq{J1Z}vY84!uEX@C3+)nh|;2R@dt3avk&3z=}P
z?~WZihT2PccJJOzj(x`E%V@O_sTDMt<@x671?`Z)_hQ0-Uq}AK%OP)`zdt&3<y=hl
z!n^#f%xLJPpCG78ba$9Fz7*S!;q=Vtu|2=(6IQmhB1{L;>Ug|^%hzWo)Iw%d0>}F!
z(0T_AW4ktrG5+VfAIvWQ@0uq}EsnFr5j>26p^bf?9v)eNZuS>`D(~90%irI>vZ|_E
z=zQYeICAptRP+CqU}`b@-^cswAl>5kY}Cu&d(z|Y68-%|4SyZeT+Dxd?7x3dEW#}R
z?`Qu0wX`2<&Ojdj{ssJ7(Sa9q|IgQR+Wn2*{{6A?pN>>U{`-Uee!4Aj(enT6Yw(A4
z$Ak+J6aM=d{F~kV?(qN5BmGH^m3b6b>BFMUhX)B^(~<V!<h1K?<x|*g2&Ja;zI~@P
z1IDr(?(G|yoNV~%TC_#RCYL3eYheCcSJ&Ck)wB5rKbP^s_3NFJ+Xk1wF2O)n)Mfs{
z1%3{p^&I!_-*0;NZqpgbO^QA}CeLeXJa%Q<UmHA#`QHM&!}M7+L+8}Y>*ntU&d;f%
zv^W|;`c=&5YkKo0;@ml2^q`CS^{w&xBTgspw$*q2YCbqLpqFqs9CbFj?-UjlMO?We
zdh6CLs~n@nXzNCYP~YqQ*Zm29JP{1W!qU~z!IZ@-O{x!mGt}4DUw=N@YtM1I)(@k<
ze;ea0XI;OJ${UT!moHh+8P*7sEVyBSP#3cIIJZ5Mg@uKp`^#jNfla5E)s7VxE|Idh
z5H7vtinvpGFpNeGx*RLN7UJV$-n)0N<D+AXQ6g=Ka_=J(gWE_^Qba@q3maSHl`FfK
zr_FymcQJ75Q9r-UzXR8)s{WZ|boatkh-F9nUh5UPRyP&87$CeBS5xE1GgLtrTZp0M
zCElI8Up0Q%Iazn$a{lPOv?pjORpirarlzi*jb5}chLz~;d}O@e+IP4E(`tt*-{cre
zq|nBly08SX(Ol$CptteKcQ<z!?A*EWQQY(5Q(W|N=h#*lCmP;%xYty?$2`wgZb0-U
z|7>YqQ1emo6q=DCKg7Av@sqHwe{j&__?gh%&wVcU^tj7yzr{Z=IM|G@qmAd~$;jCk
zuN>&_Z|Z)LbhjW}-T<5JzJGuE=W6ExwPQmUd_QAYY8=&sJ#DVvh&F=sx;e&4?@h$C
z0#)d;FgYc3xT|=f&f-aczdsi>_WO5Z8GW(JF$_?nqoea`j*5&l*|{?veO+ZFB=pR_
zeP1)X=YGSKL!CgX*{W4iQrAqkSXxT)@$u2?Vh_(YPdm8jTqRGrt4xJeq91`9$akCk
z;!<1rM+Z6{UySBzf%J7~En6L3s@a}nd=b4ArU*7yq?|olT(nYNS}kZ&zSdn?4*hbE
z@%3JR@tM^p8yz7r!HT&b{gi+P#A)dlE|57<7?=7C-&I@?9^Xr*pPjsY`^Vm2+}vmf
z?BeMeixErv<kQuTNOCM*{B>Yp`pM~9?J?R!jZY#rqpGb<eRCid-|D)h$m5XN<r};^
z7%D&Pv^;ZB!%h99g;Z2xqU9yuHEY(OwGkVI`N#C(1*&PY)*5b>tIwHvdU<7|fh84=
zITS+F?`wYqf`hg5bnqp@Qc_Y6kA6$^T>#V%eH63#vIZ~Q!3&H}q@zB5{3tH@IBY>X
z-MprJ!#T5ahXPSsW1VlaY7Sa+HNU}S)RhmCk48i^_}ExjC`ttbAL@&Z5(Mce`bCTG
z7MsZPprv@xk!~Z1op}J9>khv@mbQ+OnR$i0JO^TCUHAc&wBFhjX8cDbhT-BOUD~|L
zJ(FkIvS<Rfp;{;1s*>ujMCF|vY-%<WC^}p4AY-^&!#ttjUWO^n#&q$6J+D&fDnAI;
zeYTa`c1a0SGkJS_)Tyk%i9yBn>ub;!ikpw`{J~!LPBEHb*D6_AQ!_sO@K|z-@u(P6
zi;2E2ZQCr;Hlqgp%veo=Q2(18<~ta73{IzQmA1C%@8QlD*w7=ruXw3S{JF&Wx+3@5
zvj^6S%<gV!WW8vS*0(XjCO_J7tuYQ273{gAH<7a~>RaK<6DZ)IqyFzO%tkcrSM<q~
zRrU3oSKJ057#SPW$6YSYw;eJM8JyXAeRgI>5;yt;8}F-ESBn&SzJARfZEI;+7RRTM
z7U*0&G&(-8Rahrf`2G9$grK0xJABH<2jx}E-}}Vm=B^|wZ5aKbz^SUSamn%FjuYwW
zLWqr+$#Hmulj>L=EI{lB8UrisYmq^9S^ifEm?jykEDC6!7Q@!XdLhhYP-9|bq!Kqz
z5$(cl^KBRba^cO1iOtDb@%YITpt{8f1b1p|X-(R^t5Kf?=R_1`D`dOYA7~9n=ew(R
zMXrh}DzAUK7R%>iwbA0P8y5@{>6p+t?)2>M;haOC%MSbc_NX5UwHo~P91|VB3=Et?
znO6?llZs0Y*jttQ?BN#@>IUmzVqwt}AYaVt6jEx1I3+w)BCFZ$zybMQ7xg&2Bj^Ss
zWFs(Y#_>rYFIufWt&ZcfF4(R0IOzA<M{zH;yUp)Zv`pJISeFL}V3xJ$5;1K<R9A^=
z1xC}%&+D^9;90&_Ml5RE^*nPsCd!rh4n$&P6MAqN&lJD>u(RQu^<}!?+r287ZBOQf
zl2^dgo^C`&{FpTj&Ebk(IFa6C=xq~`l(YmzJ&Bl?Oid}a$3;agLTEbDRn0D}9jvx7
zuC}-m<v(Pc^MOzI7gxnBHgI$lMu)Xr@ok7*DAIhNnd00&x3XnI6MxC}=Jv%PRv`R(
zA)ZqErMr8@MB!eY@)mDba&@pR504LvBHS)I{8b<0kQvuFlzefnULvok$OS9=0=w9R
zx{nO4pzYm1R^ykQz5UY<ANb(+D1W=Wp~@ZNZuT#$suuZuf4^ydZra7!Ih>7G&KXTg
z`kQI&BvwPqLXYFz0<$g{7RYw!&><Oz5*ft0KnC0#{E8HsAkkAO`;tgEpE_!jZ;N6t
zAq;zJy17Hacc6I{T!?n}(SIDVtEVT6WTZ{Lp{J(|R)`Zb<sUwLC=M(1DDFioU!CU_
zHmbkvt~8b9Sn9*S&VvITw39Dfkm;TM)u=<4t73yO7{5O8>V(G&CJny7&2DaPuBM^U
zg(Ktn>HZp&kV(A@z^t3EU%rH6#JuRG-_m14ZR=D#n<!CH(LBdeWkJ<_(dbY9tf`6X
zyn<5<HVWbYxzE+^oo8kO&dkgYcXuy3XLcfZdQ49$B^xInKAWj>af?o5d|&?IW5;5!
zmu6}5toXscKilnd49?*<Fq}9Fqr=c@S?A{II_+n4agHXRXV>KHKBT0iBruumroJ^(
zJA|UHZ^>-vJ6qT|efGP8pLW_W_{1gEr+KSTnp`@%HZI>*j`(EkzA<J!743T`m(Uyh
zq*pWZ=G`q{_pb@U^<5@!$A$N+LO-~}Gvi+9owkT_+AsgjTq`=I?2YWi$YLDknCxr`
zRQ|+hhs<Ol&~1HqB&VbtkBLo<4*LCbRH$BuMZ&Nw!5RiW&o+OltsF0U>2v7l=*06Y
z(PQq&qU5pn_K4)TpnUw+n7P-l$bLO52Zy1vvpA+ho+OqTu^2zjG8}J$+_oFeC{R>8
z+6Nz)62d%KYTnWqhk@-RR>6xHfaD_aI0<in{16iwA=$J3{DqL!$`>u%v{(2si&CCw
zJ$d!&)j|wEg-wbVRArO4%t#))u~8#q<8e;hx%M{_LWe6Q`D~IDGCDMQzkdB1n~+d{
zn8P(~9j@UL%3re5@ypf^PJ_PXOh@@9RHslzcwlX9qXEt4X?^`-uy6VZv*3(sR0?+g
znn=4FY<f9_(`moD0q!3ih3J8rascVWMGpY_4Bd+96ciL>ma(x&WLe2j)TX%Qo63Wy
zM__&B?FuRU$QM1eDP#-*6%H<VXlRIQ*|L?4Uz7&}YJE=P;-h0aosGEuXO=x)UZ-5E
zPfKWM2m*D(CNc(xgeV>UqDzG*CUU|qB&ViEV~)Jntva6vTP9*V9|x?Xvb;OXUuNo5
z`2P8TGlHoz5nS|Wvj2iaO;_{e*;yrE2@ZdMzozB(PCnE?RiQXX5vBrD->>SQU_%Wo
zFQ%2SdV724zqurocQi9;m=68m4Z%dw9!T39_sz2_lEleB(bQx$^zj}$2!j6h(sg%s
zKVg%MgoOv#joo<sr|09M+G0*-c^?Txt5l`V!d!~S#e#wYBhj>tc}~V_ZE{T}mq&+e
zKecp~vzuEKTIOA6RjjVA{)%=!#71l}yA<~v|JfO~unBe~x5jodBwwf;fk!-w+uaZn
z3?xd_!?=#p{3c~#U5PKIYyu@01>Y{pkbdI)tl{#;uif2Im}qC>y(KT|8n2wKE@n&-
zU;MJy=a$1gHcT#ye)MP~r>G_iY@2PtZV@xuQapQ$-TB@F`9aTbe13Rj5eUd?TnRG0
z{`vFgx@*sy)7^q6?}n3j=+n!FDTb%4bBw-Xu2lcWd#hbtU9BoYLs%pV(LCO3m+1Ve
z-)7!<nJsl^Q&P@IZxQ7e6nysTmD#JCcYfg_Ud5RjnV6`?>g2pxk=}b~P-7Ba9pHLo
zZu%(tI4$ew=zw3$RJrJbMNstZx5780e`<7eG!^c<#YH`RX3eFR-{CMwk}Fp-?6~6?
zffxGOSy3?B{@}rblK?g3o)McoJ=P1CYWU&Kt|MK~SzFuMvH^V5j&wz<I0_&4ed#c_
zW)0ts9R;E|j|2<=U~D!^N=&SQ8_UkgiNaV54<|bNGJ@(4B{c)SxB}Et;g***_V^Xq
zNwG?hx?CVGSD+}tI)tk+t*v(BgYQ<So4rsT`}uieI{@_NKsZi>S0@l(d_{R)cv{-_
z^{GF<T@|(Qgwyc+a7X0+q0g6Gsx~-zs~dO>#v@eg#(ock4*M_6Yaz5}qCA^(S*h~(
zb`3d)Y)OkTG!18>FtvLF3_d!I$Atcwkx*2$${8hr>%-7L8lpO(@x^=UTrqJW&*7dN
zLG6SUfIXwa5gUy$jFrZ6(fgDNKYjYt?%`pH@YGVXmc_|%P0tXGXIshS?lr%x;b)a+
zC6SL72^~+A(3Ic+a42X=BgC2i$!eH++aLBGY?t**@(K$J0~TS&QA!oe==D)Axpy!7
z=FK=@n7Kc{JDURsH5xN@bmVs2iAUT;E)n>PS68B3Iy1QF@%>fkr_Q)&(IR36d891D
z<Kp64ybNyp^u8jmi3!7E!kYeEW;C0!>tMj8HlA)QPsTaGo|tv+0Dw&*Mg*Ou{paUO
zRTi!|pgopVvAZe!B4dG5g%NIY5sd2N;OV6Zag8y;N^rv=4vMfH)X)Cp-q>C<SWxkU
z2M?lA^;KN;H)s{{^8NcXstG~Z-ADfNB5;ZB?(T*NEod;7Z!xtZA7(E1_U+A-CuU!e
zNa!PYq1t!v&N=Sdm2X2cV+h~Zk|#mCz3b8TS3*KU<}icOR10vZAY8TTf!1Wo3J75U
z57g$rQs=zF?FYt5qGz}w!JfRtx1g=;W{i-@iDYD7O35L5-DG6s@$1c;u%@Oa3nd^Z
z*gQ4bU0YSPqCO0M>)aU3^dIG|dx>2b92UXkD<R;fB=RknHy*!+Ra;8oQm55SR3ZE~
zMUZHWib^R7234>LxT>^0h;$_+7<d(SX9Nca=Z?cCDX(9Dtu{s4+)H8iV{v0+<5$>1
zyiVF+OTGbO;vBeWkAcy`g6lT<o;@$mtc(`d($e}^5mr$$gpb)?vk+LS58z$Z54>+^
zh|1<oh&3hl@854`Vv;<Tgn=)>Z~0hK05Q3<b-g8k-d;NLd(A8?Fw}--BTJ)|OGlqL
zVSU%5-h@Ts&$lmMbn!FO#>kmk8J&f6K@*MuR7TlWXcCOc4%5@qrr#|uDxc`;>MHJP
zvRe)ZDkTwJGdvxC=QsYU4UBId!mMS>mKmZKatQ{&Vw29)4D+P@iWk$_T^7T)#$hGR
zc+;jg2yaby>^P6z065*+T#SbH$&PEUBN8|Ff{n68ICleg3lZ!o0AJLT1pb-vOA}qP
zqAPsU+GF!`0sGn?DhUV)rIeRztE;QO!KE#JWGBA}&T||?jI8h^FI!tLAd*G7(P@Vg
zPrdT;^0r-%Gq2pdxti|fhz`iTggLa9RzWK~U}G+?{rk6qhVw!yaTyO!iWc)o%1m=$
zTw<cs@#DwIquAToC8wn=7Z4CQlaj(ye|h71p|0YlZ-X4v!PY`OH<9v=;vN4nFqqEU
zf`F4C`HPn>oyDhm>(kGZeFca8-gC&h8`1eP*aJxk1}`tKGw|BCoho)aT(gq##I!^V
z!!`nCBLSBwDH%93E_+VF=?bF7+#?N43=CHAv1I9BS4~(jjZM!mw~cz`a}CGT8Zj|`
zudJ-BCD)WEVehGm3Y~Yicb*3bML@lIUo6teQdqRNKnk?SY$qbg`2}O!T-tPX6T2jq
z)-u;t&a1W1rKKWl!8g->ums-D3hWnR@+cVoHL8weMhTlG7dHaNq-ZV`bk|Mz0S*Qc
zu+Y0a>nPyJO<;~;%5#PT56FKfy#u4UzyxVaUiEEUrFzb66DbLoV6b;^uz}&It*i_m
zpO_ecA+X=(KFJ&S`{!nT7G+h{Rj^m56BE<Yw8G{yuqZ1S*HvMVRxCL##8iOVNFBRj
zE2rVp!-DTRn~<;=4MoV-pbE!*TItWw|7c2i^N<@6Q?R|M8@zYV;B=d^=)pMTjEo%i
z3IKw;ZC9kfFXN&As3bQxo+*xPnT+lO@6PwF9T*AU|G_EjT%gnBz}s)L!pmm+z$4UF
zSD(0Ho3D=`3ikvnvA?I(@B4DHO;{2*RY^%UPEOqZ`YT%Lsb;ig8Ei|IobPD1Uighj
zO<rd$QVFA@?yj!-SbX2<u{{ZUUL=W0OE7>*vVv9e0)!Lve#?Qjh4?<CZe@SK_^mu&
zM-y!Ym7a~T{4EUE%Z`pK_YZzD!emcARtZnUw}#InZnay4)GIhXOvb7MI{1EH_oQ+H
zKQ$j-()RuVd(o#WPfoSm!<Kn<JwN5{=4P;V?OMUc>6Y()gDvE)!Gx9tPRMOCHr@(5
z+y9_5GzWer;ov-A4<1=kOIo{}xo9})f81?xv>DCp?a0WHC~Kf#0e=3bp|-pEFt-Df
zr==tXL6@;g<N*z08jCR*9~hkl@+Uo3C8)Wh%rEYBeLXSjCy%|<TgJ92rmp2%HM$w*
zgJUlVTL@jMZw3BAMn%Qe?GK{Ptsp3H!V!C3$L7JfaD!<#cH6m+SYgRcr#&A>JoUMP
z5Z3f*R11RJ+NP#t4h{}tlx+UoIGI!i2u_YEIdZ_g&4FkIZTr~&2!0G4Z*6-!7Q6)|
zgf=qEd`G_M!N8(vO>rO9cKiY0fU=58F5(j}6|?K1oS^XbaYz`YjtQSmN;<C{HdxOw
z84@z6o_)s{Q1Vs!28DpYKr;ig8wDYLTG~OA@rdk9eM&R%(0bk-kFycvox!2~j2uM$
zde}un(66~5yuu0$+%hZI#r#X3*Dcj&VUakDC=+9?IdngslJD;BcJcO3!dtok?lrxA
zTZPj>SP)7VW}0$FYpDy0F7)7w6%pGzR)mTmFnx~KrPIBnxQ%9$jn#OFg#gpda`foY
zJX>^?b)RHKzyfL&fp8TlH`TQK#yBu1U2rurjt>>lGwC$e-woGB@ca4IJ2){3`Kdz1
zTqJIYD+=-RtaF$eGIf%WjnS7%(E}ScQGV=)gJ$433km{XH+S#xl09ce$?~{_-2&Hz
zp*%VxfWuSpC<BCd2GT)`APycL9^eN3d|Q2EV`j?P+j|M@G@y^gWsPkP1vpY_Al#Wa
zg<}cPj^?VZrAMVXh1IB1$3$e=C|#KS@^2D%<+HRifd!*sjh?=E!3?i*e$Y;9AP`U=
zGg}kEpsiTHe!GJXE)$k7$|j$I+q97<ZKCD(G}iGeB9~?@pf%G8ySpBn;oO-(aS^hJ
za&F4fqbT@cE^ZhJ3JRU^p*Ehq4H<fXoz~g<jF0_C>9e!5De-q3sPW-WF?gN+)}j^R
z<HOcN8(%ee{wK*8UzBOAuOF!*AH@}k&{iseFSCq~78l39?Uvmc(B$N9dd2wId`mce
z`YPC}6s}100Wn@>o|cO+qZ#M_?dJ+J+KjvR=CphB^RwQ~@7}GFU?88iyrL<)X6uKy
zU?5DSQix-OEjA`5bN%}DzF(g)N=kZlx#Q*FFlewMXSpKH&dF`szI}U%|7e%W?6%)o
zy}RG4pA0;7w&lskQ#LW9&2QdF1O){p)E+@BX-<q@N^L(}h+(QvLtf{7jIzmv8N&A@
z3ad-5*^*>NyNaaW8NhsAdAnpB!}96Tq9HO4Ue2yioctb!Hy8j&lb8j2O2eH37dGvQ
zNZ+eLD{UPE14Hut`|DvfbR*~mk6PxzCdQ5R)te(gmVyU?#f7m%CNMo#TT?pL<_hoT
zODbpj%DDBd07urf>xAunDf+)uR*`pN^FYE>U%ilK$jmazDodBnB7Oa0t-x_ze}A<e
zpVHI<97&Sn^Y!&5d7fo!9r+1N!@8;7-wWXgrcC7QZM<TYZwpD0(c#02;ObHjfsz-T
zb!juE*+`(>GTsL;SqI$R3H;v${n~K|w!$MLtprrCJImyZB$;Qo8`Bk@War$zz4)9N
z<3)=Yf~C;?SZ4QQHDDoBLa{I~Gj}6y6`bAv`xUmLZ5Ufm_+vOQy4>*?rf`gw5Jx!$
zGK&0)&J@rYg1uuV-`hTY$^i}%mqad*G6`61ER_-wn+%utu&nGE%0iGC&_nQ9_F*0*
zmD1h@VGcnR7D6##lBjiw=Nox7A0(Qtj60eC;lRz|#r-+~(~tUPCh*3(xcYDMw@Q<l
z%1Avui)Q7?J({#9bG&@RGC5lou(HUgHobpegGmi<0Np^Wm;{)eU%PnSx^>WKf!5?+
zVMI{`a*6k<>ls?fokJG%f=-w=B6@CNVGatyl(XY$)i0(t8ccrqZ`QBKJ0?~oW}nq{
zy6|)7&b27o7P)RJ+5dqP1JR~1WlklM8%Njw_fHXedU|Jf_h=X_vU(T=B7iIq<QlXZ
zW{S|Hu)nP0t6GsXpvh~xPRb6tT+lugd$!iyv*WQkGK7pE+pu#_8yYyFFssIE6PlEg
zHHhYwv7(SSW1!%Xg>eU;g9^Z`#d4Kd#B-t;*GI?9%uH3H5gXH@MNz~4(L)u5B_+{_
z`yjB1!j6(81qKt7M9&BYcG6P_Xre%lxWL+itcowW1Kt=3W&)!!v_k~-Szz<L0&pze
zz!^C{JWL0>`o7g0=AGme!5X?Enk4WW!XM0YJnL~mBW)tqWS<O(HWf4+i^t#JC%+&(
zvF>GMB?adglbI<7%~SN!Rc2X87!X=iRMS8F%nD<AY6<U!gqB7h2?hdGd{5}pZQQt#
zY&vdx)RQM#Mv20w0CsYYertFb@atOY1DK14$9@Qgr;2Yw3`=+@0#0?!{@iGk1&*<}
zsLTk|!AKEBB1s;cHrV4N7qolm-^}i0j;WUKGw>bxFcagrmI<0b3q5^(Mge0z*<|J?
zGEgsTYGR1VLpB~~9RL`<7`7}{X3xvzNSfilkV~MIv|!ATs#Jq}+xPC7TF)sOF+33w
zbOd&RhB3iL!YryD{AepEm4`FkGc;s@jYGdB1lMr-U`Ax5q+()iVx~>BTHeC(y-khi
zl^>ivasE7FsywJt5U$`k-Xf+S0LHZG009kCH#7Oe961J?8Soe|v(_}Tb1L_5iwX|n
z^pm(HVb9<%SIn4Dfut^>SMJ>D#`FVYqn-2kD%&T4e$CCzi2ad_w80_|0KhE-I1L7|
zTfYi;>32m-d;U?9pz3KR4t`ybi-zN0HMYwvb9Zsk(`V7Z{ssgDoWU3n-Zc)XSP?Lo
zpbb}S-MY1m1h6#6S=_^1Oosn#t}WUjtF3+IyY|VhLZ$y??28r*Kd;-i_WTNvfOqcP
zfmkCFC;?|7>&%DNR{ozqe?nUs2{QV?!Gk0<n+ji#WqAQLoy)<42{^P8Acl0!3hI!;
zrK2#h?F1~N9!s{8y9q)l1SSQeeT;S5gB|ra9Qt@PpnU^a7kXIwcm0e`w;fa;mX;FM
zAGVq>6DP3SU2wUcO<8n=s=u*qHId7Jh^NAlCC`RO2Cc-f{@}-zKNKdcwoFb=dIh%M
z&DgZd2|+p&1qhoB8Kav2h&aZ~En#P8mn{IuL!1?XgTL?bnm1@#?mN`V4To0^rVTdq
z)%J>2*03WgNIU9&+&vA}`vqvr+}^<rRW=nOHN}ZD-UT-Kgfs)SE`ZKq{A!2AN%|bm
z%L^K46P}&6p|Cs+@H2eLlb@vxcbA8ZOI^dMA$%p~jp~8e`%r*%sD5_1<JuQ+v{de6
z>o)YuLvYLtx|?uQ7#^O4*lmTBl#$@ao1kWiJx6*NxNI@yHE0i*m&v2PZ9TKazk-WD
z;vS7xHUr@iC_|`@%P^pyJK``hPz9tbt_6@aX6Kv&M9;(NN4CotqbIM?GqPEM5Tl8v
z85-iy<M1sO)l_3oIvtWgfFt;5n&>ZRAS4Y8s(gcLohm{v;{en)G$bObgDnTSMFX6$
zMp7mpdrra$=mVNH&ad4i31UYM3~Pmbih15JqgW>om;*x$O(Oxx9Y=e!g{j-ZVDxd_
z{&@lvmEpv!0#O0m>!f-{<9A_$dSAn3bIhz22iTUgzRGY}Gr-0H_uLqL=YgXZ^DBnq
zqTemb9ok7u557Dhn#&f%=*J?rlQrqv#AeZq5WoQ8yrH4*?Bu~4P8Hg?zp&@Hzp!5B
z)5t8E;+9H+uPA-)qa9lHuNtK_%x7}Qp7?y&TLZ*#MIc1ug*I?nT3QZFI=*}J=4ocw
z{3+t60kPD4`?-K93K85Q%|v(nXS<%A9Y6jsSIK1zF(O4_pb;{JuZz3gE`CD_M@&o%
z(+L?sYCH^{R&KbW6$dC!beJO}BguiL=jH8}qM71zq{a#lebxXaoQ25;&?-d($|5jg
zgl4V3zn?N0xV#f7NFZs^BrzQ$TU*=pqO!BXl9Bq^$v?@W6K@Sg$5m`P;gOfGb!4Hu
z`p)L<e6UvI_|JI!HbP-zvx4on1>x*Y;6Ret-btlGZ(sW(?eF=vH&iANkext`<%)QV
z1xXg<UqB9RrgQ=O@Xn+`B2r{TcitS#DF549W?4U`?Lt-&3mV;dpqWOTE_x*@Jh7)~
z>$Ln{LfJj`SE8KJ_a605;UM$Lfrrm|*4Zh>#KhDb2*9y?`SO37tbM^Q*@s*h(&0*N
z+o=ApzGyNGR+fL`F?png;;|eq2ptI?2~TBOgy0EjQD{8&-2z8ei1^a?`}@V9jGn?+
zySTY6qSS(?6p{abgIniCe^4@#iypbw=*yRPy%$|M>uMMcl@H)GKZXKTVd;>^$enov
zbu4j|An1r!!`3iRkPtB-!g`LdqUb=IGEt8iMk5vPMt~2p7bL%7U|`_oL_8*uKOBwg
z6$YJpsUIQta_}9`f!NRB!s3c9gUY12^vJKi%`G>!vBOk9Jp7gZ*6rK0pxBT2eo#2u
zQf0R??SFqu4+}~=cwKvgT?5TZCW}U6r2K#NEk;m-1P93sBF90p)Be+At1!1c4l${?
zy1D>NOY;mtaanp%ivA<c@>s2U^)aQ1X~tZO`)gBb@lCWd4aM8t-B%*BOz-66giQU`
z!T98lcuE)a><iic;VA4|5f(IFRLkL#l@PVPVE1AeR&X!O9v&Wo6SJf0xI_Qbc+JY?
z3uQyp8IM3$TwI)j+kb}rJOZK)^C!Q;al+C3qt5T?S$SJbK;RUf_6x4n)2o}}nyzmV
z^J@Dh$ZxYDx;SIi+O?b{bBI&}Q~*d7ERu*`_7F-WeMpOl3&Q39dfq8CLO;6_7>D$l
zA<MdY`z?}<q07x+&wru1U^mEQm9}mT2yY}0pMjf1Ab2JtBfgnt?l#(0jazXi)f-Zn
z3tB<z+dqFU0wne=_?5r)x+_U1s{5?OIm;=EZ#<E)+Ha8$a^lyvWF}Tt>T+=t)C@F4
zG83R_E~xHbj`+0*S9hRnM}e5Ia6DXm4sgrEBi%77V%66taW)T=bzoqqtgU6m#jm>*
z<sksU@=9cEVl?~)|4F5wpaF2>$XJi*)a+~(1YH0*#xTo>EO-ZYkBs%2x3;#51F)*$
zg9tL1DFLQCE#K%mg?#u#m!AHQX0COI^#&#wT>%jdUtOSGfPQ8q58-gLVbWPxSSq1g
zBFZS-<I1;hw>s#+Eb^;(a)Br%7pT4TD6_6vRn@mZ1D`_4py1l*zTwV_lZYme5zRun
zjr#zX{uivi9x|ziLCFeh__6@`G&MJqEK?IaEn$yaA000!(K>kW$Ck;gKBK%0%(|mT
zisU(XC~F8IP-7qnUC0Y;-^k3w{&<m%%Mo6ujv?q_Ls<9%ncX8O*ci|V`!k~|svXQi
zkw+}^`+kl4i*5H&iElPK3P7AO&rYycy?x7rjA5Sr-D~4%smL~CJ)?2`iM)f{EXtGP
z*VbEhN;n@JeSLjUjhL=0Nu9YH7)FvaC7#@b4*<OD2FSMed8~6+A;6M|OrR_v#si8d
zCG@=pfO3WH2W0V|n^J;ljYSCFg&)zpPCRUW?t+G&9Psc-z$)`kb^QX_+DoQ7lIz@S
zEd>4*GlrTBvhEkt4mN=zLR^BOw$}#);?ikwuMm9pBj-_q6SP!68Sw-}N#@^Q)YLQ+
zjvNRc=AihyV(Z@AD;LxxBqG*(cgSx}ycFo_dk-cb8I8%|PB>_`6Z&q`@Ro!W#8+QE
zqMd<e*-)S5f%t=l_8!NBMjvg!enP(@SQK1;fd52vv`HOwLA6hxMt~8^hg)98$0xn!
z*Z4RXTJ?<^!L+Uv0n~*9vA~08!9eUEijscaunQuWm(9&*37Lg!nS<TDUYmkmm_WMl
z*Aqi+DNuo^rZEG_0|woL)vSLaF)<Bcj2`CT<zSbRxgz&{xU(6bT+n8&iIw@)cnV+t
zAA%3gK?U9hq`&HufL}4Nd7hY8oO|=8Ife#ZBjDy1;)mJVy&QF)|HtzVrMF_n9>SeO
zf{A{PVP8R<kWk%F3@NFO$EM(M+z%YEz+ToBj}^cE1p0_15s-O+iMnoo=a9<S=qU0u
zs$R{8X6BzS@bd5&5Yj;++UPPU@hjj7HtDknLT<3Z<Qx59%**jXpo(oO0Mi3U;U!`7
zz={(_Q4TuOi|Ofa5uvNRp9S58=mf5g1Wx)a2|sc>6zW9qTHwu$$nQZce71QTRAWcK
zL5<wg)g{Te24d_15Q4r_BQ8G2j!A)a8k?Bdd|U@Nk~Ar`hK)9b!jQ1lh%P!OS}$B{
z)RJyFd-g18v)zMq4nj1WvYBB2$sqy1A0N*l4}kAWinVE2A$b)+Jr)Nn+4J9#Vq8S!
zJH*^OJiLVh*Wdl<M->=<D!HO!;rJ)xL!<p~R?zDLE?jgNhV23W1C7hU&g;&dl?Y$S
zA;q>7Ka#;|_mT1Ieg;_V3EMRe3Ap4;Q`Q9>3`0Yb=7KD+_})DlLQd1~(&%=DE93<v
zYwzeYNyCBhf(0k5f$b-OE1=dj1fJa1GYK#L#*=XFvY$2a^->asmjWw}bTj=yyJD}v
zw}1oLR_^>(Hq7~0)!e|}6B9IG-DFq<GTIA(-S}_51z0du-@t%25fv3RP*5>{6(;g6
zcA*~_pmQO-^*FDfpc!cS7HCT)%}T}GedocIBd8IBRMh0@8en6>Vv!6X=+Wj~!$1@&
zP>vUul&nM`9J*g2E~Nfw7uiJ6-Jtmgt}KCg7v?h7WSyc09C8`r=;IoKX_ui(hvZoT
z&&Di4Ql=R{$0Q75bXmYAob)}ffFdM)77WE24O;$7M?#V$h>0u;Ad5IfsD5m3*>NLe
zFm`r!KE|h12O5<F<XnGKcGdCD4{)L4(UnM3E8in2F9h>SK0PmoZIvOeR<8zXZ9<Bu
z{c!+~?koSVPWoC#zF^>p{U(8M<w+$P(#)txfV7H48@Oy2($me|62ABMJ0m}&J`?o1
zajlFD3#I~uV~s&85s4K{&Qi$bDU}yXc6_*b@+2r+>?mkOMt5Z*d&SYDbT7%P!s$@j
z8QutVt05`<+TVY{BRDWkOZyHpII&VkP6-C&)}vrjbFlpcdaZSQC|<9HoHsjyKIof>
zwh%bJ8c{46@Q5Ds3e7#WL`DUbLdhRE05_}y6phc2@^bd@U^=1y^qaxjH0WEv6R%vg
zN&;d^NPYs31zWI0ARf*Jy8-8*2MD0#-Jwb74}{q@Fu`=WS_%)~Y+&4>eHDNz1T}Td
z$C1R*^SHvZ4-p;-v9V4n4a^fq_5TE0EjY1A)SoHBd~VwtwgYh$Hw)XNNVX)+fOr;o
zE23*guH#bg{QNxJDc%#co?DKqQ$#{Ted+0mMy8*rb~+z?x!Ck1=s2PiM%;D-^s-h8
zo;pmx?6qsx>>eBvLExAEdDCkfB-lw27^yC(J+-pp9L~ie3Te+X`4bQeC?O{`H8ax%
zElg*QC%L7u=tTboR1}e&g~v-5&7~$uS4l}iVnm~zKxTn3ns_xY!5b}^rFzPHk@_$M
z);kQOG=~}HBw|O<S_EOoz-&a>8<Sn<LHQ6=Od?yNoY#FdO^zw0hWs2=`TqTK-H*RE
z(`@#%X4RHgAWAgxn?0fheHD=qBZ%FEtmYA9T!hsQV=kY9F?iEvm1VP2Q{p&ez(z(0
ztr43tQHqL+x=7jK7DVC3b|apnwA-11PAEiv5FiF?_qYZI2Fh%`#&Ja_ED@S9nDz3o
zyfF6kix;!u;hH{tcmb0RW{2_Nqem-{ih)~izRNguxcpy|05_7xbSTYF`B%miKkbs8
zNceaLLK=ne)XBy7S~}Oo%9w|m-<3}jDeyy<#=H~6pApp$VT<4Zz#jl74mA(;u{`8a
zjSoC7B4*;bU<>TGcf96c<wbg&$^(<)C1trnGH`Zs&1KMb8&j3{2iGTCfy!7F67t7)
zLA28VW}IjpobLU^nwXlK$H5WLC74&E@LL)j!(w$cHIki`5f=}SEf39@YN=X}^hq=H
z_j$;lx$oU;3`_fGdG#K9`H4bJs4P{2CJz9ILjst4r25^&o%t|Z+hvFsiMkvh32u4W
z=kkzrL^np*eUc0G+Ld-x6De4DHNa1jjpn93;e*sN9Bb~`l4ng)3W2!c(^FGcFd=Yr
zP<Q2mhvw#f1M`klD<Y1T))-iWZMPlHkt`T!tk60C_rl_JK2RmL<QOmc51rR}8$5>1
z6`)Bgxaa}68pBj&v1*V*#K#~J<L}z*D88=oR1(c{2`A?@K*_UEuEDoW%r3vwt0o-j
z8eb$#a&%O9csP|X{!hdXI)VXtu7QJW_mINsh6|j+`1x#91|KwFi2w-R-?IkZ`t&l{
zNJxx0L^b*G?xgIa)TcMMBUOxj@#0PJW-f;gaRTM3ZQQs*Mn-1qi(|M8lx!6{0*LGO
zhfrw(LUMmDO!Q*Zg#=G=!J=$JK8mQj0dfdoYXU~$xD!&Kp6_o7046Y_ZYNd7njV^*
zO5~^(j)u}~PC?R`1&fKilmUQ>5`dsZMGRt?ozQfOL6d9t>o*BPqqzu&3uGMyMVkn$
zf#SM#26#$t0RdL=UT+74*^n!nYbApSYX01bD|8q)GvUE%xLGA=&r;>Kky<?D6^!s>
zz77taMhNbC%iG0;4)p32E*=(P>x)-7YQOQ-RiOJxMHea&1PCIqkea>mKs1^QuSBTj
znk2ELh(*j@SlbII9Dtx=<Oh3W`9{A2e~MrO?4~u255D#blDmQd@2ZYnKrI3;JyEzH
z``Lbq*kFWG#MpyOiH71xcgKzmH<z5);|!H4kx?N56bDn;4RnCP<$P5A2IoWV4<nG<
ztgNnPB*_g#VlI33oB&fuAXVYryH!94M<7k4Nb-V|HUNZtLB!%eH6j5aLnKm@Uy$G?
z`O{G-%ZO-WXJUGYlOe;36)Q;n0>QD+f)_%+K#2u5JC*se;%N+^KJ6$EVW(hAPJ+2N
zOO=Vhn|H(QwE3|NvG3_qA1wkkq3J(Du`id`1rJOlUM&SqnI|V_1oj-Qj7DXX9IW6<
zswGQrQNlRJP>|4n)ykDtC}GdT{tMRe$=m5tDpI_4p3Mh$?%Y{iRFn<&@f>8Do^TB<
za0|+ciog;85&L>Td**=S<Dy7TJOSDta1y2(8W_H0oud$1_3Z826v`xJPY5gWsr0&7
z_Z7GigP$HKB=9Rm4*mGSO5O8%D^;%n7>%#Ic<~~MF1?<|aw8PgrwE1+)bcNv3Iip?
zN)hH6c^o4+nd=B<-oTGs$=@IkU7a!IiIj&|T7KvIyj_phL;Yfd^&+Ag!n{*?h@X7{
zahpGUxK83OB%bo2LSqO=kv0w~UT+fx)#HA{)aD=%dZB0TZ-D0_;r6|QpVBNgZytat
z@Vc)AXh5IbC+vdCC^xWBwhs>NBGNK&G{NuIBhG-j?lh{Oi1Y_ms{eOq*mbbaA)lTV
zANbbWiwJ%nF5naY(a2ckP_!feluk(16-Mz{@I<Bq0u%T5*h{Zm87-*dsjJW8bM$Bq
zh~{R{Ew#^{MZQW~vwFgR$M3^BhrdveUEpNlam{x>kq6ZdDZZIL%cb=P1-WUDZ*L47
z_XMUZDpKlg%*=!Z#d8MEO%>U4{?yAn8nW-~P@{DLG*A|B#+Z_@jw}n3WTfKA6ABt)
zaLH>C3l%R2?XM^Ht@(MKz4}#Zc76G{`kRWdFp`|bVJ*IUHwUI?kDs+Y=TlORR|ho(
z<HZXXtf2EmuNG4?1$ab=B~Hd_t7wvv@49r={YDflnTgq~Z6!T*&-0Cbj?z42Z#Gtv
zs(ww*Gvfn-10>X@oP-O}XkrzZNcavQ6;Ri^1a&N%b2=WJIB}w86jZ$p5GE@HA7C=D
zFh8pRRg*QYpscd8joVJ>%Ooik;N*gag86i4?XMuiO&f<VCRtx)-a^8+(3xyd%;L18
zvY`7j9YDh5l8To;^|GZU6~{_?jk%fGRh*PF0Fx(9p1j_6?e5)mys|ciGr`b3(CgwN
zTcm72omF6n&OIDU9tt0C<`Y?g>ck9%oSN$hX#kZGWLtpjTXFUElEu8Rj=(_I$pje0
zb|mrj6yo}1WIRdo6K{aQ<mPYdfoe0p&SW~&6dM8H5x7D0Szxkr09VcHS`5??cw2Of
z76woI$ZDxh+!KL&2Y?}Bn}lA($60H4l@aFK3#44<XkP1sRE^}+ndAB%KYIrsBPi(k
z@nbWQdr2^`O1y+#1u{+x0JniVvq(P-zP-K#6#x9{r0_l0!A)>+U)Bmr1H9FTjJ#Rx
zn_BYpudgIm+N(JDr3(C2tPE|#SuXv+pe{HVhH$V27KXA3%y1C7guV%%a;)q^zR7Fy
z;QsyQU__d~!B927eVYSceSM(zs;ykU;i;wAadAoXhv4U3>u9$xeh2dkbRJnU_Uo5<
zicXF*EB70mNmlC5{OqvJNAQfz42Nvaf57Fyv(LSo{@mWqLLoiBaq~QqM0@0%-+-i}
z*WGZa-Q=!?NTJO3TXvVk=t!$<%7$8f4^O?6(tvW<C=h%Ds1ZR;|H9O3oOX!EM&n+Y
z8zKjzPOpp2TIljaBBa+MU+9!h==(e!Sfh04oFF_d=-A@um{GI$knfZdM$%j3)RTPQ
zG7LvIloc_6l()HOTc(rK#tm$<llVh@95Wg`$#r{R0z&|iRZwhe1divWhAzy9;8MNu
zH|XjPGDQSNE<HYR_FDPYZ@shnKSz+UB$jhqzRihC8@w%Xj?Zbdh15^XL6nRDO_-5^
z!E;V@Yrbu8*c4sJz)?xR7n{pB%snnCfAi7?!FM^T!1##b7U4h9%^-2DYk2s`5jx5?
z&x#J0X#~}sB-sA(QPptMrfdk1o2N1}-4J3Rkho^5U{{!>@_~VBe{_5a*m1&Ts%(h4
zgsvY554ePd=c-?9M{0z4AIKrWoIV4&ab&PX);}ny>eDA7a0k^0R^Q&*fxaIqUKR5*
zt3m%AM%kzA4-kM91xgsg9GboH&YeOC<o*oKfu(6I)EuCNyg~#;m)o+*h)|GVMK0aD
zr%L5+oO}=nedGnB862%_TRGLf0u)mjB7XYP+e`9;*;rw`p&tCHN{zH-eS5nwm8-5o
zHdEV>L4u*A#3q#O5DJE1S)yPsiFgOT!n9MGRC*(Ya-jVoHw0>WFe=$L`O3kTxi65|
zrgA5Ge5N1h$fW%s;%6+B3-G30d9XUXWFe~kNW}&Yxo2x(cIu8lpQYA)<DM;tVT90w
zR3=iS2pe`Tij_x-;4LB(APIILiyQ<bimIw7^7Cb}$(&dc;f=>Q5I>~$tvOTI8ygpA
zfNVTmk~QQc2{YR}PfnF5AI<-6@&gy?u%91zOa-F7AXRPvA?N#~XD)qjL#<E6+*q8^
zrJ1?usSQ>}y{@G%&TC5pqR|5GPIZj@>iT<^^QAkkK*EJz2p^?GE~eDF6N*!1^#05O
z%>19O5QI;;>32ZoD?!2Nt3nYTa-i=)Ny%JS$h8h*cwK9p0ZLXU8H9B#SsAd^q%sLh
zJKpvO6$?G}={w|BP(<EDDWa}JLC)Oc7xMQ8QYoYi&ns=uq<3~f!4k^E#N?&omcW#h
zn?e_~?+ta=zWn{;6Eot6gsjuB$CeptB#3syWh8Yt;i<Lvm^t{vLB3s|j^q~;Tk^%A
zn+JBd-S~6UQ8<5qP-Y}gPGV(I-Joj-puPy~IwxYBWwJI5h*WEkM<ab$kbAbg6u$B9
zVxxAoKW;Xe>@cfXT9TXJe#h|?3>V5Dx<KMIvurQSfDVUfH{gh>0N<VW?~g-82}!cx
z(9v^egFqre52DBbAgDwk4$hJRt{Ix8kakLyA3q8L!=6C07U_b*z=?g(;kXe=Qu$V&
zCb@4m3(Myo9>T{Lfrul00?54qr^vct!v@?YW>7E4VC!95^l@O?agi$XYM;!40L#N#
z>q0dYYwS3;qS)`k#fx9@S5baTa_$gvF#!O`CPDT^N(vwWU4hg|<w@Na4{|vVKu)jx
zxffMR3jt!lwWJgc@QmS$0o8YO)*4LopP73`Bbz?Q798@e?XM`P_jYxqM`i3!A*PFe
zcA^@an&MKK-VHX4G-$|zA-2&qSOd6gSLQ2ApfTK+8_b*Hh7Biy&5(di_t-gDe50-b
zA^-6*q!5wUkVvU5bgx}XcpZ}IB;`}s7u06yzrx3zQrGSh1QA$;y{_<_&Ck4yRDez8
zMn8=@Q8U_D`k^hK^L&x|Km^SM-UL}uQXT_ZlguBd9Dl1{EQ^>1*aimzzKlcxghzrD
zIX_WLQ&ZQFH0ptTOguUq-kv}VWSFub%(|c%piHXm!JWEbgGdnu{*iL|<O}79SY+|=
zKiuv}aFQg^2$44_1;vOU!rBud6j<69V8%#s2iyRtpxtbqciR&(dE}-4(H-?FDqrMi
zXlRH{N_qiQbNE|>h?km->OX}?cvX_5!NI!<9ZctAdFX+nQN<4@pW3&XLRt>$tl+yL
zAP7Ak4k6*;)r_1k`w9Js)4Z$AyapdwwHRoHSbF>dS*2YymV16u7PgTwS$XLFZ{NA8
zBdAgG;$WUol3)-P5&8P_XCkaM9R-bJvQ%c-t-)gS1FCCN-scNt;$nEENc+1U*<lOw
z#N0v~+XO6)QXCiD#n!ufmxQN&na3jl;IWev3$V?lpZlpW%W~@m%YVvmzco~2P5k+j
z4j36WTdk%>rbgW!2Trg-@z6Y0@cAdQMI+xb!(4Gr2+MV-vpfOB;xm|DsK>u+^R<@w
ztwsW2v`(P{{an7n4A?O9PK4zCN6G*>$3J7IWG@FWAvq|!^;#t?KVmTg=?Qs6(%GS*
zp=eRmc)#1#ix!%`dvmrGWm0-vT3Xr-;DxBB@G>N8G>2$|OFs*%4jo?edXQTYq;3iT
zvK5=jcRoVs+EJ-c%fgK4f5^5)`JHLRo>RH3cHrSyk!mH`Xuw}<;`W|=t6;?Kn;U&0
zMiQvY<?XVHUL%<V%e2sS@DE91q10mhgxWn+Z<3N4$_jC;N*zF3JRF*7ChG1L!D3MV
z^a>eA2FJkMoTQ7N11G#aAT1|n=GGARx^EbDtCTaqe>2|(3I#OkNMvVxExK+j;;R8n
zc<p`NEySw^J9hBFc{iKvsL1}MG?6YT)@V;3EOWDLh>&&b{c@^sdWcN|y@L*p^u~$8
zdNA=s9Y)DEe#I#!jjaf*)$r{P2U;`zgbTkIK;$$Y$r%8YQaQPQO3jKe`TvK#Hx0{q
zec!$>rA(2`W5~Q@Dhp8wA<2{}GE^$Fl&PX*EVDw%lvIX=lqeM`Q4vy^k`N`8%yX*y
zbA)C6@9lY>SI@THZ|=7BTWkFmuIoFT=P~TZzVD~-h=tO_NvF&eQ<pTqW^r#!ADKx3
zj!Fx33|1Re@6%VWw!kzU@gz+ryLJ0@9<1_zCZ4JZb4pa-#5?n#BgFqcgY3d@+zIUG
z06LjlQnD5C{D`G4w0ym?o3o|o&z~;}v#oE!pzL2^pUY5~Gc=o%>P0-d1Kh#kvE@ED
z18CEba8w!5-!U0o*8e@-A#b*p<Y#WsnmhqlP7S(a_ls_U3m>R@u=U_M-hy3dx_D=B
z$BVPB;yd&8+YaToi`V4$ed46*0NDM6Mbf9bqKc?zP{x?-JPM)6{2;vLBa>hMns*Ft
zn}Zw)j65^vG@-`r$L#9=_S5K0{@YIji76RTxCIy-LE%$Raow+bt8+-qV95=qgWM6R
z;vr>a_%_j*9Fhqg>JAwT4c*dYAk?L*9vlLEz<vO@PMhedqkt+i++{*V6VZ<KNWGu7
z>iQeFa0-F&#K*vC`SRag_9z9~rB4y7YH4XfgGFaC{;=`JUa7)H&5hLgXOh-oKBlhX
zVVJeDh6a3Vh7!S$8G^5o(WZm3LD(L|WK-r9MTiS!^kvo|NZR<$4v1f_rKi8!ylp$!
z#OE=c8f09WX=5WCqMv}~IA|^xSAO$hP&kKIA>3V3z)`9+8Y@vl;EJ^4-e^-(pK>=O
z4Rng+-ItU><}s!rKIJW&HXY8CD&sRt$drPp;?}SmaqG;F2a|ebN+YyjY0ns83R!6f
zPi?`Y^X~>M=zs1`LF-gQ8YTbhr{jFTaIDOr>fZtILhOzgJ0q0h@(9wVU%WmRO+7yT
zh+ZFy&vTLR(wdW+niT@$9{~m$C%6j5?46JijW=!CvddSUkP7Na7Tfyi&L=}M5)TNJ
zOXtz@qFGnLTjzkLjfbr^7kwaH;g`)@v@AXSRWHG*p70(l>R`^%i8`sO$JD7)Gj8fK
zRPSu%NT}_VdTB!Z8n2fG!#i<qD}HHN$o7p?R8@UEJ(C+()1D3)2^v|5@TQ?yil_*}
z^JGiQOt6$uhK7c7?v1Uc4J*%x@$eCFrJcZ>Sui_@=A8-SId0R=FIvrBHv**-nH;rD
z5RoyR%IPH;wW9N-L4k+J4c-S1v}AC#gMZxQm_M>9{dQ}uy}GmNR58ii^Wl_IBQ#$f
z6lYnfy<CLEf{<J8TGVL#!7(h0<5ZkWD13T-Q&v){u3!-Sa`X1eRU(7MmVFm_FrG1D
zHymMzo(T}Pu~WYPLI;P@bhUvX+dBvxbO*N~x@XK!e)1#$NHRDLUWQip?x%Zwqe2k?
zo1pdST1ogTZ~8Hwen&=5MZ`|fEpt2&G&BrWe%%44Q#sBi0c)9NhkXn=@7Qk^*+3R_
zvwllv#~e5qXH0Ylgr?bUt93K!D&wAireEwQqgbAcuC{WjI~aYlFK=0cnKUt(RU;^d
zMiI@>*IWZI0#h7l+^+1N%$~s(x4;K!t8%Vk&Gk!ef(h+dzg`7YD}$c3SLA{3Q$<DE
za)A4O$O#<`y6E)tw7B=Ipla%z%AvG&vUxRa_dC=3ppxu>w4o>~qF{NJ^n51O1Jmn&
zo>z$`EL=E>QC8U-u{rvj1Myd<XU{eSD+=`nOJ6<cIr1PZNcI>bw2}Tg?Q>Mu5!%Os
zEX%|p;L!{dlj_jlH^MtK(ed8`b+GK_w)Jk!sT}W|oilDOHLrpD4-3-@^7t{hx#$R)
z!qUK=z7v15_O0mqfFGdiV-a=gTnz2k!;!92P$$$hV~ma0CFy7#CWSDq_w6?A`+}M`
z<Me393KwkJetOpWK?8-CeE!R6%cyO%Lf2pfPz{9G6}is1=*kYHXR&XVZQf_@PeBsI
zsWw`sE7YUW7meg-UhS@3WvC%uj0@EFly&^E-%77`rQcM(#Q<0KkbsG-?o;oszO@XG
ziaJV1Usg~;-@Bbrb{R3?$)WMmP_O^E!E$V$7G0-b*t4!K1Ags`OM%t2<zSO<LI)Oz
zzNs(7)pc+<jo^zjXp8E#x@ddzPB1*KrKEU~DNR9!N;eEk(HT7LOH(`sc9kPb9kuGm
zyK3AB*wa}^41djt)2Er<E-pXD0S;cK7xhseCPq!q`m%HEXgeOrgn!1jX|wK5^M1Ou
zHy2$X7ot?C-BhPt&H`ovZ|7~gc_xKuCG2L{52qX*VD^s3Nr%`&>m2eC{qEfK!zwk}
z1P88yj{SGhMP5FyjHElq^0?p8`{9LDpl5Ba*8FEopb{6xxX8Tj7Q3z#K9AOQ%n?Vg
zGwCP=dRkvzx1?iP`Dqaq5JbugO7vHJRzqmJX!-IARq+V^JOi7DIqx%>u_jO_lXrJ@
z7}XM{4e-4Op|VYf4yp<v#SK3XD{}L|wW_(44a7Wsuv<?)(}wZGOPnU;|MF_A5v|ZN
z-+d6}YGd}jB6wfzX1(IsD2sUQ4LXf!y}4Y;Y^1^DQ!%fJy$Tqi@UN7qG|l5E1C$iy
zWnX3pwGO2ADqBR@kPPS&b8=d;eUgZjbu~2)=3a^Zm>wJr9+52AeqM^k!M=SqA1gNM
zuyf9xo{CPpP3dgqQ^W(ay25|&?THu5a4R`XGL?1$ZoC={(5erqD0X+aX{YBIQ_kGR
z6UFXxVk?6Mzh2g7rgrm-%XGjHh2BA-V63m!qHkRaNO4p3Q2)|!>BZ4|d)1&T+tYt}
zH-_55vo^V20%FT>S3KomG~s|~NM&u-$=!#|yWcI3d{<hou}77+G_`Z{we5LJ4?32q
zIaHdY&G>8S_99?MfabOs-T}t7^*0+T#$kl!dSkEus9!YvOi)lz$fvv6!T>~9<^v<E
zMjOH$Oa(xrz$FESHd)1V)*m5?X_;P{b&(#KeBlGzaC`ve$I-B`9$Qy}Lbj#oppZSx
z`yF10h)YDtV0?R{o{l?c=w>Q-FQqrjky6aL-d*k9cxeDG?{tkl`ugT8>Lu{0I}}f+
z_a+aT=J#`40KMmZc7wfkH9pzCq@g}cuJbu{sw*tg5p72kh()dn^YgT~p;f$skLEfz
zb}GqB0jB@{EH_@#9NiWSsF(_;zOQP%TfC;s<PWPS+RHRVi?PL-$VlMze%`c@4XL4-
zxTD-3ZmvxG)D;Q9NQbW*XrVKi3BF`(f0l}8Yn!&`t=r6k;}<zp`S4zf4g9tC8oKpE
zDLR%f2M=&rf_VWIR!28Cx496|r(wb3W!|i3mkIwEOHO5>&6_`ub<XI%Jy`yM0|$oA
z^1f3rlDR3FZgjJLM^HBMAsgQ;d!_9L-e$gbCLdc!Y;JbH7y`Nwvb43egH@AHH*K`Z
zORib}k!81c?+p4gFklKbh#F8-$Xk;Nc=|HW6y}wQiPtW7h|FSI1{OVh>k}AW4?k0@
z%|Sfk->i<8+bZJafM)-aFfF<*B3lquT6RVLNo<`1*RTO7x3MvIag^#n*xT2VlRdq>
zs2HIkIW1WdOiNvNY|`_`N0U}>+Mf^BKK}e7>nTVS_I_VMJAw4Y17S)bHLbazv(%Sc
z*40I;(cy3XWrZ2*$;dA$Svnlv<#<&}Gd2mOL^GyOlVcnnV3CtaO)v*&O=vwV9U|AJ
zH_msqyv)3R0zNR3B~h8Cz%wV*2Zdh%fyoF?HTHKfDtCS|!|9Ec-rA_BKEn4F4LA9?
z9b$hGSAHukotHN*ZQOguwqF1(88bsqGX5C&dVrzl*ZnDa6l(6h{&f=!Z!s#w+#8sK
zh)KnYpgg&k%Qj5|hBX5Ai^kZ?i(e3Om!4Bz<2Ro9`b8Upw{tlV&6nVB)47C=Ej+Kk
z;L}oDvLuXmnMVn!h^onH(V{~lm1eLGA=rij>YQ4~v2|+H2qXiJO+P$@>x16DW5a&y
zCo_sR&Yker?gnG%qV$n2XRt_Q;wP*z5cZw#UuQ)O`{#5;zpSoL8ao+M=o2HE9S)dt
zEI_711oz`ecqn_Z{)2UMI(R9XvVkf!8?=U(3IM%-S2?UoCr3y2Hdwgb`2oHWbVUDS
zPsIaI9>a=(PvP$x8gtZgjg3WTk5NFgL?fA3;Y;|EkZ646qRrwH^loElP+#KAV7%*n
z2eZ@DFQ#0%vJR`tV3*<8e2n5j-afQCX-s!xW9Gwt8@$r*-|vWqTPAJPAAJ+cx=lW_
zj<hYpaf*aX#XZYk87{0k9TyrQAXKs#_udbMkAk_-cZ!vl#O3j@G-TgHDcFIm5Lyhp
zjrGTXGZE>32)Lf$<SBaw#2DK)FM@c-kSFjLXh*azI_~_gKPB3UIGK`@Gc9PfxG~wz
zoofnTF*ReRRYmOq9Up8T<eRh8T|AbF$W2Q183KGP$!<KTI-PK9{MZQbl$YiQk*EwB
zJz8BvfndV~c4$Rn@<q|Bq_EW~Z@Q<s0op=@pklZMtSL6ZK|yOFn2YHKyLK1^77b0!
zZBS31!Fv|h#Gg_D2Ix$FMbipTLZ;*5W+$3f@X)Ovsw=#zD{fzKSqv-qIkP!rg3i9J
zzNFzAXMVi(x*ZvG5*tA%rsBnccIW)6inye6^U%$5CrsN9!7>pz94CnMbMq$c@9U^U
z*BEy0+<J!gym%E<CVkr$IpG7>R!8T3b0h@^#o&eP5Xk>J;gF~hQu(%R+mI_5(F};Q
zmo(hPBI1G1OlO%SI>`(wzV(1|w%;7XPA8|;_?(#X!sB1HYxj@LMkF*zr{m{0DaHjj
z&V)&6uQ@)u?lH!sex5k7A(l-t`J)ySB^Xb-zD7Fbj<6ho$i*uF?(H7?i-d6)kw<7Q
zM`V9%l4j|nO9=3UT5{aGH!g9c7(iiDhG@-FY0fGKLA0O7#`xI;0?&^_oLNX*${5pw
z`P|o6apM9S^Lm0VAxoFBBfCETLt8&d<2W(C%8EegT5_WJ6R$Dv^=p>;UPL!nlaogj
zGjS#y;`C#HSHZmp9qzlmzRbM`Jq`U^78I+>cLY$OP0Efobq9%XLLA8zHxFhG-k`P`
z_4kXkfbHOg3Wa#IF>V}jvCZVyZP&%4w$f<TYCB`i*7y@raSo$hVgd|KuZEh$c;*3?
z{b5n$ff7UV4K7(}*3EC$)iz<HMfy#wUr*C!O*d-(9n!wwh-@J%Y((ImojrRJ2u?&I
zBr0WvC>Q_%H&A*C{KAq}RXmDWT8pM+<nl{JD^N`!(;%;3=9AK+7tfMa1e0Z@yKNvQ
zcM6X|fhiwjist<QuTd!IEvmOMGKLv3jQn3kL6>`#02lnJ=>F;LfrCA5xCTfk|9w{f
zN<H(n_*kKqq1<<b^;%cMR>%L&+t~{jZlg(=iLRZH6?67+^59!xj|zl^&SrN6G-a^W
zmR4NcY{c}GR$O~VTnn^w$aRwd2eCn|3;)dqd|s%r%Nhr`t#N%IEt%+i=%+IZ$OtyT
z8e#&$I@$=#r%>=1#Wn}#<%EZ$02A1=HAO-UB)dK|v>SDcM_yjuk}oIXI?Aw(YHA>$
zmQX!Jkw60`Ou;Yu^Ed1|q@iJrkB!*AVV@ls67uP4@d@R7EFXM}4Y#!#unqo?vPi%9
ztI}~!I5(`faJ*XzTPS<LhdBh?{p9U2i)Fb5RZBIhKkL@}_YylH-%e&;$4G@K&sy5r
zwO)N&zpF3(xs1|S^D_y1ohF60SoZ2c6+~7-yQ5%jt%Z(3ytjo4&z$RE&eifl%pb=e
zA1@%gn6JWe)xy3HWG#uhuGhU{%tZN+N;i2}n!>VSv(+S8IlH(dFq3)sf@gU<bXx!8
zW52Vcv2`=w>vjoH8K4(k6HB|}7yyQo7U4=*Xnp;>s_N(AR4Qv3iAd-{U1sN6M%yk#
zELlCwm&4#vGE1Lz>k4?~*u%y(L{!4Xb(-+cuCx0C+6<^8?av=OVc*oc8nUBgz2RFV
z{Cpx{=FQ~VV+I^#fy;prvb#y?)vyjAhCL&(39X7SGd6Up9)y3>VtBs?7a8p9wEMc6
z=eV&mf@p#gL7PQ6ZH751GJiB4s^YlE)p9UJE{jwUXEB|ms>mf#i@XE_s!gQN_{Wc@
z&&($6CQ+f@K4sa5>2}YXaU{#_#Lwpd;-c{uJtS#;rQfA0se8WvkQay(+9uGM;i)<+
zavn4CrP)tlNY(=q7bFp7^gg)NHYxvJ-2DgSgk#`LTefb6Q~TARj%R*dYQ*TKl|8k@
zBW=OH#5xzwum{a);`Qr)iLI^)Hd<tHg8U+Jq{QE7U()+KTSwJguQe_)HS7&$2=tRR
zj*UB7N4yTBr-qIl4J^Nw5{|1~2Vw6JuZjt80&iEbvif}KHHoe9<nUZzWZ`Wwg}O4J
z;>TJ_$-x*rRIdV+mq0!n9)jK1z8+1P6oUDDEWWQ!e{%idfRxci;}W`@qX&|g^D;Z?
z&7_jHti)C2-#SuvSV6~w_yRYvg=D99?*;;iC>A~cxP2RgoIZbSqw~$V(h->__Lj9k
z66{5eIs|vp;*z@o)+2v+7&EHO!S|x5#9(59z96#^D=*f}KSK|$switrYa)hpqWYju
zeMUNvFJm$My+)nD2q!0z7g)I}t5pjc;n$5mb6ia6=+oX)bByG!U~|4%{8W1|9$mv$
zE2(5u-A!jN=AR;S1xm)tvHWoB<YW=@3yqBJ>xEGotkMnClq-u9t@K(9=xDL<>c1}A
zsrl!Z=cOG78gPb?iA+l5`>(py8T>sl44kYkiP6*BTZ8+<%^l!#iWNNrlJs5gcSAP>
zGfkva3a3N*74VaQ`9l_*82=Z|vq*qQEW6h<;IV#1xIUKtQoH{|Up?b>K=p^{(ij;g
z(*g#=q%c@9hV8hktEI@?Dg}e&LMG*AQ@+e=zMB9moNbSQh6CEl4)uCc_Upi&@TuFH
zA95c>`Fxr0j@J0A8Z2Dw_Wq*z98rjw0A-4pZnAKyQPpl~p;r&)ftXPW!ML*nQdOZx
zD2zb+B-Rj?$2SWd-twfvT&aO@0U1VAQ80=ruo_ZFEOvwmV01m&8aD^RdM?ixh2s@6
ztGoyqL(#e^Jh-_)>%<LjKYU1JYyi=r>^{yK>rF$HG~Pu#>v$!thHvwC&Hr^Rx9FC1
z@km5kvcVHTi>;yvWRu8qPTDx>uif}{qU~r$&$^yPe3&U6=*U&p&=@B3VkN*GB@-*h
zAn_8b*q;-}Vc_iaiy3O_yLRkQFcQ$rXkRUcKqIIO($S|x3do_#J9K_bLR}4)#FHwM
zQF$E%SR%0#zCK%vXesYX{LbYtA-2jvdH})LqH8=U{8{iam7lt$dEl9YuFf5n9*R#*
ztwo->0wX|d6E@iSo57o}LV)DIDilY|{MWGAt$@j}c^Jy83v(}X#d)_m3Di7s8TO$)
z>F<GHPz^RSdKmuVZUQ~4_XN*dak%H^-#+g+Q_KzE{rG0kZp%~>xvP*j86*s2Mm09f
zYGC1o<G{7>0T;o;xpAO><9NR`-S{$}$*uyu*Z;TM<p%7iOc>M(7DNWxL~N-qkpR*^
zg);NzHu)3!G@waUp{kG&Ny4ZG^X64{lsYKgK<)$Y<a%{Acs!j>^@nJPf2$1w01EK&
zdo@274V}Mm%Z<r*2CoBGY@!ImK24Ipk!jr%0I=fM5jr(m3EE!uHo?{bcZ$j4n&^w9
z+y-;2)n?t<SL5y!T;U~$7~Nad)Etf8nP&e+Vsf|6z`!wwkmX4MCVX}#t1@Vv{Uq*U
zgOg*vEa|9qJl7(}!(jRAshDZRr>ASkf*}^>zImfgT{6c2wFIh6Oc8NkQ0|r5lJ<)F
zLFlLg))8ne&dqJ8u%i0JsV#}#LIWFB3TkDK23u(KXl**7Wf5;5;3qs$Mo#fPc*kJ^
zM#Xios<@1~To|C|)&;tpFBHG{KaT!(gIL&q)T8yGj||^gK=7h$*=cy9ptX2cO5!6j
zj;KFZS@HmHWHk(i_!~FOX1Z_r8TnULD9@}IUZgkl&Zh&ccH+O}QQ#Yy=_{o6Wl@VT
zQloBN4~U^hv$hQiG(sF8hNJQ#neE+sFsx{?@$vD`C^qCaX(gzXWmqctaPp5yR$Ia=
zHvF-xYBJMbIH<km-BW{6lt4vcjco`S^%>nR)GLXck_%C8$%x;4@CU{b$cfh?1AfYH
zkt#}I+xPgHn6Z01-n?nRCQ~6qbxslBL%K&MsNypavXVKD&^Bb_666MV^P5+-HLpmj
z95FWF!;vTsiYbl7*j!Q*t#Mn-737uyH!(kco3nj4@b=&TUG*V8F^yLYrHbr{F_@IO
zu*Z#zjjIB%sk6yp^)v>x6umY51z%O0h<d!ID|%Mx3}igaYob#K*M3V+wxsAz4e>?5
z5=jgZ=1d0ka)j?72VYPoDD7~ngHb>eboHV(VOuH`-DkvIp>!Ba4X23bd5F5YZ{NPN
zUv+0N4FZ?Ud(yx)9Rig#sfHSDe501wPq?l47mlG6S^J`Hf5`q~!ONCoZFs+KURO9K
zB>%T>a|gdHE}r?TN?TVK(MLR$mlVSyK^Cnqm`cdf%~19Utv0j)V0qsfs|>fe<;wvJ
z42G?M<RpPGcCEr=Q5eD5W(vQS)nP-gXZ{^%R@f3~fvkyK@Ys{cHMs=^p6CY;v%xby
z-z{jZLC0HbPag+OsdA)>=4)ru*F?7H!wrqlFRoJw98~_TwMrM<$h`-wa;G)6rV&tN
z1e~Xzc-Exfl1@;p#Z5!%M)+t#ETe%CXB7}Psr{sq^w?!oUGamdhQb4;1bhm|uxHgo
zJ^-Qp5DP|%XJSOK9f?A0b%l6E)o)UWdEyoJ%sWsYX*_tpp1{A%&4V;f;$7Zie5VHD
znt(l%9D$Wf=iB0>)t0gz|Kn5;1yNkSfj0_+50ahekWk<q25Tyev(tbqL!Eq>F&)x~
z-D@=G7JaM5;CeHd-0TZih0%k`v>|!<`k9%wPh=P3mhA<`Fp$=O(e!0BXHQ?e*uafg
zgY|`-IisWiNVtqNh~b;KcR+DaRmeb1OcFTaAs(-J0nIwhAMF+wjCfKN1~T2Wea=7v
zQlqDR&@BFHfszz-1lANec;c)Bf#E8}4B;{v&FH(sWU1-crlifx*%qTrO_daRseYrM
zSKzaQDOo(M$}zyZ7@@s!o%$*pNw6k|&uqkrCKq0Zf)~54E=5`rR?Mr}+-;B~6~$d<
zynUJ1w&=_2X%L)-K0HV#C!+-Mq?SpDt}e!6H+ongNnc+1yuJQl+FN?6#=`{^b9kDD
zci9e?0@;NW3`wj9N8m<9N{{o07VetZ{eF6S6@_>%i7u>N{z!u#<B9^^Ep8ni)2Wx?
ziQ;>YA8SH85c!Dg4y^B|w+&!8AhDV1%h}act6e+eDZLTNF@h0km1jUeK$0uKR)%|?
zlgoyLn&4jE@9KO1ge&L~)bNL`rLV6KgRYhWUeOgAFj%Eq1dQm}bL`%aUuPDP9iI+n
z@Can8!e~nLX@DmyVoLLd7VaO`a?hA*bs<Ep`});+tG<|}qBizosmgI=3iBfKiwg-e
z;tM0F7Vz;si&enl^6HV92Y)huu4pv#)vToDM!$eL>XeFcX)P7Oy(|b3P1&KMTVqdt
zytb6PeD^d#S*)<>my`JhAwHVz?Nzv<@jkb~MIH$Raw$?#cc=^Vi{BBV&uDre#iY3C
z(hol4zh}fy%+naGCv1{L<zNAF%$yuna4vy)HU;H9O%`0f(tpEPDoTHq9%%A}Mk&tT
z&d%qDj{bfJA>KBWTVl{BkPlNv0W{_~+4<^fcz?XN<$HykcfymEHin`^s&0~K`kobs
zsTU~$3?$+ZX4`_k#d~@nxEU-pFH1w-skqnCbX~~MZ^#ZXtb1ko&_9n#4ev%yb*K%r
ze}(WxQRcDa0~kyl;8SB_-8;Zl)5Q~5`deMPSlkjr;=q7ApLVfb3Ee@ksbLYQVlBT>
zW_)1x&hPVT)M;g?MkcA=rY@Nnf!QFq!Sp)oSu1oi;aDDt6P_rUfbG&L^`yPsx1Hk)
z|LYS$&`g3CQMus31%4elv4}Z`%mOhj*zvx7$BrEK(p*vPFQ=Wv7Fjal3@^4ieDX}%
zt;$A5P8T3J7?C{WOc~UvZ98|aL7oyCAq}vYC{taEeDG&cxF#^ry0<0=S><>8?+Yy5
zLfMYkSs9^D{Ejw*pW@d~QSpoyBF&F1($1%2j<4@{=a&EYzjpVUpUIOH(+Rm?frmRa
z0PFIE!6M{1R)OijV^I5SKzrx|E0Gcq4cvfm9Bjk_xy)$O$QT}y5eq6D%>a7azBdiI
zF1s!Ntx=k`*6RFLsvI#W5tn80V5wcZC$%X6V7nEyuIZF8G5(de!Wl9Gu{M{22ATzh
zn<}lGNQTK3&5B_tw1B$24zf1kSG-^5&i_DFMIIVLimtNg5N0?!o8RpD9Zs8+S_6AH
z#273M6Pp7e8`5$U(5r(T0Tz!)sQFrb?~45cR%y~}CR1;RTO}yT706jiz^gqu(L?Oz
zNbFL2OB?qz(PaYX97(Kzd*R6jhKTL4>w8p0#9&IEV5{}!$MdXULD<#1Wc}|6Q{hv$
z3)CH~*H$>Plwk3Y4?&01oyTcKWOGy6G0RFeK|?r9fEWK6nBR(EvxnM#sV-lSPQ~e1
ziG015<1VEv2EdnewAZ7Qzz(F)ok@h){a}Zo`1&^T3i<9fjG#y8qKOWozl`|eA<Fp6
z*3<vpVEJ>4tmK3h;vf6PlUyS}I1d_gN;d!38+8X6F)UzcwVv4(Z9$!C)v5s|@fXM6
zIEHEMTe+asR0P~|#sM=ixMqpKYl@Z5`;Jg92#P7~0IQudxChNFLl0NU%0p1~z96mQ
zNgZC+9@YQUgxZtp529SKW+o-Q1Uwf(?G6)v&=n5@_!FvSX9xQU$P1=VpDrwL5B0%i
zZx;>78Zpfe34#Cg``iJkZ3s>$giBS$j@0}Nq~P7U$#0feNX1+U$Ku3FrzW+G#gr-T
zvC7iV|BFkoxfY@_m99hhxh#BZ9=_yusd-7rID6W#gJs0wu`AF`XE3Sa^ij=ao9w!4
zNiyw0O$)`*e(p4CHbJ+bH;LE}Qchs_BaRPb$S3FndDfBsP|>Pr`ivQ^;-dm|*Y`|v
z|L^Hx7NMWfOt#Q-s>*w~3eF*CRPp%5+>=^Sj~NYtPDM^Vp$x@|aK_*J>s}h`9U*HP
zv+e{MbDSIZ6@FqQ-;<$&00<nIIS|{<B+CZUKmq|ty?Fcf?IlqO30=sek<J+l{wx#c
zq8i@1^{9kdCCVoL<6VHC<z_%+t3nz-$>F0wLUJ$ZR7+{2E+24>#x2Y=WX-m1x1tO>
zeI9Zrv6q|K@$rW#r3L7RPAeo-v(cfN9P>px`<yjm5xcA_nB0kQea`9uI3e0qeCtc1
za?@O1`?uv@lEt<V%?-dKeG#qU-LVMO6inmc-x$x;P<%xoCslk41J?#(?a0+Uef_$Q
zz{KulLhv3;R_pcVYVw`3es{M%{zJa-HdAkZwY>S#X$ZNu#;BUFX^4p|QCy*@s;a7#
z@}ot2!4sGZyhA$5II6XdPQ7@~51}ZGC@ioI{$4aZj?m|(_uti=&54Vu3>cLT=_Rj=
znN=qF8$WP4zZOP`5p|aw{Dsr%ptes4VzM*^#+N>bvZBh$J$t^<3O=~FA}Xoh@#D=e
zFrN*V){N*R;sU5Y=M(yEK3**TJ(ZAn$wQUa?RNxfZW1w~ps>(fbPcwzcNM*@Kq_IB
zRw!bsn5^JPkTa+Eh8=(-`GOOt|1Fxb=E`XRlOsCtnaW0seda;<ZmMf9G6RsTJ@{_(
z)NeEB5(I=r{L?`3TGYi07qBPTKzvL@t?&?2SS9h(;@_na0Fe$qtGyH{R=;Lcc*zv`
z>4c{%$;oo25;y$xTg@{A>1>1?4+JG9Kb!-0a;Q-%dj*~ohd~U1J*Tkk7lvw0l{YFy
zI#2QIk^ET<r}Ubtm#6$&Mf<8S0@y~<jlX<((9Ad`P$UpPD>B4a)R+Ro3(TY#13-@J
zmJPj;#TnZgbe77X5WCO<sB7xSlMm#eW{^~oIFaNMNjDrUQk8v#zQg$8rMgNiQ#nJE
zCWY3fDqjN*7sRz^z3cd`(6-m;^^kCh<1*s(OO=t69M~f5sDeiG5F|Dsw=*M^(<0pN
zmNSxQdvk_&mP-#=_Wl2p-Yp{GI7riEMT2RdB_tx+2rAaj7E;|wc%Vto_)c@tT1(sj
zL4L1N1yn9DMkKVe!?59!in2l1DZOqQ%FKs2X-yE5aRDr!cld*oQ%XxU`|e~Lbly`n
zxN7Y?17&-PIT5g;sJ*37rc&)3UrDD2dXnSX9!4%Gov<_LgmQzXDx<h`yV`Nezh}`i
zwX@+&#>2~!?v7<%CD`ob54<)}bq7Iaa>h1*ukeIlX$55y2K_L6Y3V3yv<^v+rhk<+
zCn=NnA*Y+rhBshr<GnCUNg<6Oil=zgG88|_Y!*F>cL&_`=L;cnEZh%V7>uTbYOWDW
zLg!CK4F|D<s4(cgDrb(+_q?R40z7&;>E_ILj(UCNF#4>`Z!Z5^K%{CwC)xxE8IJ)o
zttAOX{58zX)Zh_rBKwL}E$K;)GkYfj6=)L*53D`lj0`5G3zMEYOt@qF`z@_mtxgLM
zh=56ts>ORI6*0F-<jKg}0Y!}Xaeh^YqCOqX)uV;}#OVGh_W{i<nTFtRrE0LQ={CjF
zQji#y8e6TdfHcf1ICQic1%b%j`a6~$J(emn`jnIu2j^gJB~JA}c%5%s**h|QA;C()
zTM0gkUk0T1=WI=jFsmxEJ}AIUi#g6!0v1!(syi||O_%-ya}V}b)gA96laenM+}(N?
zau(y7i4$8q8$G&m93l-ieW1dFnrkLXHc`WiREN@rrqg7~QI@{U<Ygp86b_>F5C?4G
z0PsYq7L*8BN(yRE<@lpdcA1n-90D1VX)5bSUCi-N<*aDYn|7-EmH#H~pGGqpaIA%J
zPo;;GgA23Es%%u5;;<un-4oU(?2;|?kcnV;4{s&kNvswAst*pQVkRKdF^I|`9|2Y_
zL)v53o&Z)U&Fq}Xh=#?%T$&`K>pjM@9z{JTQac(Ha^sUcK#RiHlUg35c0x$Pl9ZvH
ze4UKWu3g)h#`&tL_W#}5+eCFDrxS@MxF9bGY9z)}QHd*?%>Ni?iHM6bPNscw*b#|b
zc$~4D)8ah-|C|8Vu{HSrngCN2%rLs098v4vgt5g=9Hj%P(Zn@6(&5QAa*s8Xb6L0G
z;ns8K*3=rr+Y>hg(Ra|AW=)&_d6n_5*OuLku0N_rIVC8IoWw%56+$0%*X|@&h;5fi
znG_q!qDv$FRLp#H>-l``iUHd$-ST(qnWXI-zSY3C>6y(<cZb*(p2+iayFbaN{jQor
zhHo72d%8)8&-?|Oe8Sa+Y%<x?!@ft8;u}4(C%doOqSrz<Q7z)VyP@XMThXtJ<3fuK
zzxekoD1UVSlhB;7Bl7MZ_jL`6Ap7Bu!lMDs@2_=SuzEZG6bDe;*}m-GySFbOKp2>(
z`?vhY&^)dWYvpDPEoX7X$hsQd*@v4pLfj%h=Eul1+lWzN>@%WI&wV%b%RXk(d3?Cl
z|Bajsgw<;rYX`EHS62(~9OG1<<u~jX`zF*pad%VtY!M&{`HbI)KqHL|BoZ*ywW}dH
zC?30)E>Kl#5|7MY1dH|&{yeTTv(hxlCU*B<x81IP84%1R&wJR{R}pDCwI^b7=S7&(
z#Z4cYQX1{^Eiy@ilXW#Z+xAKv1UN50H4iZSCV}2!1IRd?Iw&lAVYtQojk`y7kjaEf
zPqS<5uG$DqmKX&czBxJW)vfz{^l>VOCvIO_(ik1(MY3o=u(%cX?Po(0+s_B;Kq^2u
za+8^|%M1TmGQCtE@FT2iUz=XdhL0S1m8!e<hUT+eD4xwZ8HQU++UF4Gf5`zL*mj@2
z1^<vAlfdUMUL@ftCl*97OrzRcMou{u+5b~!Ko^U#&LR?nY5CZ-xGTd0IaaL7{Dhh&
zwR#}zmtoIAmlsW$UkznM#oX=80?)Jly<53|ZNsfvk?8?lYIuwuP}aa?MDW4K3thu5
z&+o1LdE<R<AJqxncqfZCTIMO8t=jy2%UbI*Fh(0iG|1u<1Q;et8QqMJ&e#%H9-VjT
zMxzp;8h6+!N0#O0<z1m8Z%RA_?~S~BoL-1IM{DY$wF&XS6$-Id-_dAg*pyRyZrX1d
z+V;(b4|V88`6eZk)Ug^ZTOKIf!{gT36;kaiF!t+L9z%@VrTynp?oFEEHiW4LD9c|j
z15+m4PqQ%@Ir7}@eP$id7T=)7-MD@GQSvx;g}!V^@i_ndI%nRA(s*TcIV?^=BYJ)3
zXv5*-$M0I8%8L$HX+?Q`P1e$@@MMMa^R0bEFyh|gA1|*w-TW{JWb)%ZXtc{;H6L$v
zX~WPU8Ei`&RB)<2lYhL&zMH(O4ZtvG;75UtIe*TY_3ra$dvb&RkGF{o+V*lO?=nXZ
zc*j*pZIKbPbRI{P=;0E{Xqjgb+q6EaOd8zT6SsP$Of%Ef{<&O@gKv)uJN(q*)I{w@
zo4byAd$sWlDeQ1FxAq%$d3G-w9e>1kPji+(QIR9|Wc!`uj59ExgDc+;r@a%Q1v2Qw
zyLTIU;Fc<gSJr%cU=c-ArTT>ln?AN^tfl4jC0(u7&->KShz_A&mqW+gOH2A_y1r}!
z>&*mAgrQ5?S$7st7Dq-^ls>6wf(>%Tj}Ph~n^w#?*)1aGHZ1=-lVw@Wh^UBr;|~rb
z!H&is?$V2b+>Kr)Z4Uh#KeT+>@4R*e7zFjZ02l;9Pj$nu9*n)S*EB5rk~rnm#B4P$
zuvg``*jX(mNy)1M2o|qdM%h<#a&jUAuG&D14`7y7Wf8sg4?{ClRaO7&c;hq3VkVP>
zuM&s%VEVz7Cv8jtVF_2C%b)uh1Po!+Fd4lqC{;xJJF4P#&s*Vs1dxpV(d78?<D7<^
zU$&ad4-E2H|8tjmc|E!#vP{H@H0QaA>H~tQj(FedpkC{#ip+7eB+`t+yx;lh>T2_A
zM5OK48;t)K^nUp*T#nLxrDlCh)u(p47UPw2ad?&AFTs0-h3leRdzOexVTj*XKGUD&
z#-_4ov>`5;DBT%|rZ6O^QN6m<{s2%9de4+&*v$6#^*$QlzL#=Me?T4hbelS<{9aAQ
zuLs`mp15oO{u>O`=73*vpZ>QzzOp3cK8VxRi2<@;p}*MlXhNEs#ag+sug`Yqi-zA{
zwxun$&F<5qhd6N1MGdBAIMc8l`(wp+pM{)@Q2Fy{ZN}P$R3Jy0N<bCaemd@Z&DNRu
zdr_5Luhsp65%tg4T+dcQ!=bQ;7xw(wv&*#ng}6}+DEnAn&dS-*sCpHtjunzYZNeoe
zY5AMS|BmB%nwVfFvtlILbl6#g6(9HG{Rr^bs=@jG=MUn`O!1g6Z-r?}aQBDanqTGo
zTXa$JHsN8&78Ee1t2jT~*invSmG!JsdjnVRq4YbwX?+Q%bJqpS0~nqR0~SfT4PkKQ
zyQ__jUPNf4`v-5XO`jNPq+(=hT2ldcYFR~}CTeVG1!SNh`~jV+a>W^cLYR~K`;Q-k
zsUPP*i95jM_Mq4Se@^5TjN+h+9ge<3Vm@XyEX>ZFWiA%19>kmMqUo1@?7TbouI$ol
zKIQ9w1tpE>YWR?TcsTF0j0F|4IXDT2n|MmBX%8kHls>!GsHtgIJszmE66MD9mG6d7
za*d*I=fIPhN8F|l=rY*YIB%%xJo}2GpD)kLE5)Dy{udD7dOC5*Y2_aRDy+^;(XHK!
zL7W^U$eT}O`F>?|TZl0L!vRCEmd+mOo4riN9{sbym4e&fg2mp8j5!OuQF?^62|Efi
z#_+*M0G`Ya>iYwqM^J3UF_}>5!nH)|HTtOd75$8Z-$M6OW&)GT^u-QX97cwI=7st)
zea*`9C!$HVvka{nku~2hibvfp_H4Udzi;FLHDxW*-XXq9-Wp)`db*7dG=uLxW{%D-
z3ORD*Szcb%PGeYH%SZhibd9f!BA_+JeDzISX*bE8UvieWf=c$|d+})y5^-QupuL?x
zJh~zEg?Imu|J<^bpVbORov>97!q5>rW6U8SyI8}iROxR*fSosI!|xbkqOm(WwMR&`
zE)r}FOJC`7Fieg3RTZT(#L5^Eg;lEuyzFaTYyK_{yc+bJc%tFvt2VVJ8V?=%EH_uq
zek7tqwH!lQl|=<iu^7n>p&+qZtCjI?UvjE>T(iBLkT5WzCLdKlX^p1G?<ZtC!?g#$
zvKk7NU&nxzKAxJcUM#pw@{@b{w^?Q#cAi=|s)?E^E(3G$tYS|WuuxybmA+223AYNj
z03aG4#$$iK#pyp6*l6?m<&RxFdCV>8;$L5?aHj?T#yKFE3)q50AT23~%<kRnbk6g=
z*{P#8QvD1WF^GRu{xoPq!2R)NRmDt}8Qt7&_)8g5hqY{}=lZb|&TNd4JP1Ve|EX$K
zyex;G-WM0JrlFRW&x}7W-$cU+<Phh@5rAdR$k671ky79N;Kegf-v}v|PCH>%fZI^8
zm!UyDlSd4$qF2+2OUP3#OQlV#{4q}nE;y88#^QBh0e$2B9|yc85{u`loN&Teh&vjL
zp@oD9%4oO9@3Dr5tabcNh7XT^K2zRa=dLw4%;M+gnFM!F%zL?K*|isxehG{;R;^kE
z6MhY{2L;2ss^a%(&rBUP`{u?oR(i92#=zDhST&_P3UK?}l%RB!&FSB*_U?o6{SCZ@
z-zB9c9#=t7hWFaBn7^6++0J<p$j_jd)e2VWoDov3I!S9NXcU<5bMIlAVq7Cz9ePr%
z>wq6`l`SLZ=Z5%Ax1j)*VVs8)<L(t@%Q5qq6P5NUL%AWoJMspk*ait^7P{Or)r7bA
zsK%c}^FE!IJSXc+dnPuDS39Rtpo#4k-V{QwrHYuz4%07v6+yQE0j!m9AcEUJDSx)P
zdnb+-fPkOG9QfWa8c;bsZ`d$hBu<<zupm2B-FRxul8umw_7)smA?#6~J$q89rK!jc
z`z#;=#bx?%xZBU4Z?GXpt^Alij3H)r*G$`9&GeXburWgz9OE6oS+ejLEWe<jJHNU3
z#kr#Fi$CHc5+kIkeG;5F?nNdD*KD5=gYp6V3MjYQw{Ne4)dY;h1!c|ERLwfnXH@uf
zbN4tamP(VYLk)kt9n3XNtn0voseb6+qQNBYAG!#}u>JXlrjc%xiuiW;fOk;xFa(&%
zLV|RAIr0)r+leQ3)9r*qk`duLrMH-6!=Tb-0`h_cdW6Qb>36Zfp5gYXAx|3U)~BNU
z%O!DM?bz|?1%pLoX3N|Ec^o$=m8eZJz-HaQ=2lbOu-Ao%0x6giciN*6j^|v)8z2cy
zkiDSRXsxBS28>;4j&6I+6|Z^%nh05rQuhTJCWNqxO@Vf%m5MkFONl~Z`~n6Od3l%w
zo6ZgX)M3F2Y?8t;Cc#*0AaJcvzzE^&L-vo5Gbh8zLJhF8v?NOZ^Mjd@ZUAs2K#m+2
zFMb|fa4^WN^fT*V95opbyW*AazBOkbHKbeQ5ef9Cx$<qo$^rJ=@V=fFr_;_dRQk09
zF3&ypp0mvAH)@nbdr}B>o%3oAp_x}u*2%1nr#mMqfEUa&eX+6QK`SivB8{$mx?vyT
zW6y%}4r(9xJ0sQfNU(akd(!kaJ$ri7MeU+IF=u~jx_umL)?wU{1Yx-CWJjI>ies2%
zJ+EMB&587MV}t*!fhu!QtMmQ&#8P|EaDc6zcn)uB-2E0o;hJYF_Y}HGBGJ>e>V~2R
zIEi#uR7GH<Yc%8dw9t${?^NX_ZBMV+w>=mqy(c4&V>PqKlO&7qMm-pBv5;UtOOp)=
zLJnsfsBTHFy#J>xF^_+|;*9~i<eR`j{!EskdjK$cu+r*r5CG*AQiYJw0fv!o3(fxN
zO7nl`zkirYbq@0yszDnn)W|E@g`w)B_Ly}bX4kUW!+UTswRZm1VR$P+uK7=UTR`cr
zpu;&ivCGh)^v_de;Y3^hCr7qP=d>C6st4yC+g3Jyxe}zi{0TNSHxfd|Nfgzjgfm$^
z=HD_gc*od-@^Ov-T&ye#l~Kc^hWvh`#>T<%|NAfhTZzjxcV6@-`|`~utH=HO`SKYx
z_x~vw`E2v24SqL`@`t^Zj{f`N`NLif`u@3Y{_y|(>Ywl9|G)$Hsf{1A6*UGBurB}}
zPAX=M5x%9ZDo=#g?OSMwq>q#3H$i#A3}FyC6HQ5bjx@{sPK5)52%AM=+tC>xWv;`V
zqFs0Ok+LL$$Mj%9&l{-zvt0=eYfd<2jf%b#*yuS5UC4mAizE=5*s_`Ugj$wSU1buN
zNrfXB=hdJoriZfydFzF2j;#NjLsaf3Lr1Z|XjM``c(SJGp@m<FEsJ~Er%8xEe4lu-
zJt>A9ey_u88^Et~i;G8q{+3*inxA!fu)4uIs!|YtnW?{}f#_*>y@4PbmJS!~P6TLv
zl}4G-RoHIM-|%MsBL_aYe=qDPO_TI)&ZJbSsQAcK&$bOKw@H)V+vHIo1cq>+C_H1Y
zDXZ&y+?^YO_KjJl7~JXW>(5^bKT#fbXK-?80g<~ao>Y{znz8bo3P{6YE_Ydp=el)_
zfs)8Ra==$yOF!8?Chkt!FRP>+7;b7R1VM#RlU^Ph_m|vol)a9>*Ve5nhe!xbeLMK<
zcXV=63M(_v)X+$P&NAnI=z(crO7U3cgNsN9h|5rCz$*pxhsXteMEJ(Pfv#<YO=P!X
zDuatlg`X*Z2!uxHUq8B4zRfdTPsfdZc{*KdAs0Z~eg2Rq1(%lAkOu&i;<Y?bJt$?<
zrcKWX?y#|SgbQg>%R({v#r|U)>%#-1wv>Y+7ejbwz<nMoPRB)yQqGotDzTsB+C$cl
zal6xbFTT{68G2Se8GuIJbmT}e<OeR*g(YSgCg8iGLHFtUnPu1}zADN;OIo0H%Q4Z_
z-qe?xGW!E7Mr6B6Ew<WDf|mlLTlEl67T#mSw_bS@m)zRa;Xu^k;RUB&rt5Xti_Ug#
z>dr-FPj>mZvAQ7-opJeK4<x)RC}i*Z5lfbQ>>34`sf9_Y;aGTUKbrW;_cd@N<X_+U
zrhZL}29Ebn_q2>zGKaCwB#$8PR~%t|g#oAska^+dQ5uI9PwZ8Aq2b7W4nwxznw$=i
zY4(cH3o3fE!Y#y}0J)_ez>_Vcie>b^rnY~#)#}#mR_OFm#j_@jife^C6h?!U&&D#e
z;<4YpCmnwm`zCcPv>OQ&N&*z8Vj8t3TR+b@wQ%?1XGtv@(;NvtN6Tr`d!NJP8S)u<
z3xB6$liqY+hTrn)Lnyo@xQU(5D_p7ZKZ{=Z?MzN2o3cI*6F_~hd~7(e{b6LuP~M?(
z*vQz%vg)Io|IQsgwF^^?+<?>dzvb;jP}+;Sh+;v`WN+85-CJ6R>;)@mM24G~$O)y(
z@+opvD@%#??XONO2dZGb4`t`mVc2wQwOgLANp9fPxn!z#lZYoUE>kHKL6R?)aMn^S
zjxCj%%Fe=mNX=FUA}*&w58<#=X4pNNsHqt2*Kz<@(4KszD!~D+^sVL&7rX;UQAQr)
z+${xD04;<}e-oAph%><eXyUVlvPcfl;2Z*zShvB02FY{_=Ue$@smj2I-!f)~*_?>F
z_I+-r$~0PYTV)D#N+yTX8@&Kri_Vzn`o3F4)|RU_(a(FgcPQN7a5^wC=sP7RPt*MN
zvpO8-uC!yvj(E0+?y34sn#`_c;q2@jhQ~2(BUe~QS!8^>>$|KWnOyk%aGrmMV*!A3
z@TbH<^2R}f=G>V8x_p3GuupHfxALI{{;anjg;S_LROteu{QBkP+27-~ZTmhh<k)S!
zE-Oz?JkizV1EfOGQ^vQKJcdm;yMDuldd-^c4RVt@Y{i?4$^6gn)c2u5-jrTFY_51^
zHwmo#`1B(VyJS-)hmP)K369TL%OSSw=BtC?<tU);OqqVHI$v@DgpP(+ZO7-u|NJTe
z8rXmD-I+hST-#vQ`n78lTY`ABTkf)AMYhkNeP&0LG`GqZc%|I@xu&9r7C+zIz_4(D
z-^3H=Jcdam;A<EE4zrcN_jfhY&abJOD#>iz?ZjW`P-pX>381r_FhUO>TN&K5HQ@*+
zSRI1h0hp6j5=(oNZKwdkq!^ZivtnH-YkN^wGhkJ7yY&8g7nj9WKfhW_@8_;z&va~@
zwg6BA_mQN}&aa~jbnbM<0|C8jWS3HE?c-wt*OZ(i#i;AQmH4_0vixOm^$XL!QRzzy
z#vvis?#`4Q#833J%6m#N=+d|E9-j7F+CY}rU^0Y1;^PIeY$LE;;lZ=OX(VgL11^jN
zU&CoKga8AO)O6>yCE3rht!+Y;9EmldzRn%+QFU64GZ#kzJOBpKlO~5w$F*UamFT<M
za0DMhqO9GX>(}R!;i2s;T=D4Fy+;3pW229DWe4%Cg3!oNikN<xCuEy#h_+7_A9zb4
z0gS#`)Y$q!;+Vh(FmA5jtl8XJ_K&tjJ$9`HU`yA+3}on$gze-P;j>ZFDlE{x^Li-X
z<K@DtLkDF#q$=!2>CpgjW;PC!!dDb**os9aS0;DT`@R;nTotk&mb<RJHPPnzPKTMJ
zyEHn{P!W`%XySA>YE{q1ac-e@k;V5pT>k#_6}3g~_%5MZE8!h#y5wmn%HLF!Z>Rmw
zDuQ4TfZ`<EzV~=k{yf?PKo9BnMva2}wuT(=l<m$iO|%Kr40M;7q0{Me1^Xk|Uie;g
zLVL<tFQ(hGW}jx%(YJqpnk||M1951halj#M2Yb;8LK?Wu71~IK2S(eHIdV#Vd?r<{
zRBwHa<^ea3pAWX2q;18YI=5mPy9>(B%oSw}P97|H0-*%G@G{-Mh#|~NL{Gnb`Ii=-
z20&zt4d-ihVYokD`C%m8{Hr3yfB_`ogVK$`t&96!)FpC$md&K(oSXxMxGW{1dI|>=
zNl^yseU>N?8WB~aUOk_n@J*Hb%PX&aWx?KV^w-9VqnC!5<$P1yyq|;8&a7C_qe+;B
zcI5p&FLpu|t(?ESyHdaD!|Pk~ccV~WbIn$ZejGK}g9XJrDZ;%yJY9WEnvpr%KOD;I
zp5gwjJ=j|x*lm$^K{7j}2n)B+J|7#KiSu87&C@?G!erst%AVuB@hD%rn1fes+He4y
zf<wc$BwgO^bb{avk7ozf-;3d;BKDu%%lwS(HMMN|uR@rLl(W6Tb_V+{V5;#psky^j
zDLPqSghqv^6ogkh_uNC@ZS{U`$j;h7W5>1C4BU28*qGz-093LeeYP!aIijBJeI7fv
z9kyTrfa4SQ(yfdKD3gU4?~=Q|u?T9I{G}`jkhMe!XRjBlB!W)L%^oOor@Mc%vy_u_
zDWcUR2~ldMq+9%I$=*-Njj<a`mJZ&5UbUr+T+vh=MOlq-V%L|)E4K4hFV1%bdJ`;*
zY%G&TaGw12ji<|5Hj`gJN6w0Qg6iOVBkZDMVlohW5>IN>sS{b;{o>Sb;LP$99QJeW
z6+H`wbh}P?pl>aS{xrAS*5*{#+o)mfvKCG(%{eBik@Vf?RQ(n$R%U*t{P8LLd}CW}
zEAAkx*}h+|$UXDV5RIq!yKBtzhUb%8Sm<9EM9Z&Yp#Sp;dk^{rdFFWoVZFaIZnRy@
z&6_v71`PWJJ({1Nv*GFl*xPm}!}Q<AEA#BEdNje~{ib98|F{0*OEn1(>-R#Vq13zi
zaV!gdjpo5$R~UHM<LU&c8n!$m<eyt~?5;mr)*qJxYXA=l3~@gMgPII8lo5^W%*MmC
z<sUzPoW6{SfA$Ya6GUJ*<2`QY;;G&^7pIW#=dg;zhD*u`upv9*6(r4ru%8RwANx<Q
z{kqO|Ysb43J1dhH2*|7a6htjKD=TZ_W5|s#eJ2BD0!d+*l)J6;*K(9c7QL^NmG@@$
zC>|H$Ki@P`UJ{N;bSK6PG|uF_AcVn&mXw6ymp`S-EA_A4>hIfeW8>!GS)mS!7F$)f
z3{|efUmMOAY#XXPRC$iwP~~ky+df{nt%=%(sm<q^o0}g=3wfJCLA>Pg`|XSt*%b$$
z%(3)0@Vh*s;N;tgDW@nlV=pz_xpQZ&MaDlLOw-O*-Xk!r!qz|ymgWGklctgQcGqs5
z?4k|o5>OH&`U)DITVqR?ZyxNYb|c5(%AnUO4MQhAPQ1Qqp1))2+JHS2>;>*YK1Y96
z<`?pdi#Ky_1(}#PKXo3)`EBk$^!X9Ec;Z)(6%d!<W@dRXnj+s5S{pq*_H#|^nAh1n
z)u}L}y@E34VBs=iM69b%Y<ZkjN`#e)(MLPw5fy*iguj@~+}B)zdwdFZiZxxE{CdZ0
z>@6C&0`T_9(d1M$)^`=WkZLg8xwhT9VZZFS{?&VSR5)K4)!FoX|0g!v&xUB2HIl3o
zadlJH+^h2wK0mS<-sOpgi}zRC`la2P=sn})VarJ|&);>R*m(VUA*+Oe+44t6^12>~
zp!w)pLA<r@z0YyUlCvs>4t@;eb3)z}7H&-6v;4~>&?;3Xdu(^#S#H7E7hH6OF(Au~
zG<0%mv=91~2Y17#oPyM_k%j5>?%5D5h!Q~1X74**<AJ>sC)#AP`7K=l`5BYSiG%YW
zgsp!1)JjIPjFB)03q3{C@!>0rF%|UFjN#3Ke7f%EAYpWaos*M&0}9NXx*-jK5X>xa
z4o2mteoQ~$|1*89_fu*V-OkN^$VA;v8Ggwrb5(~<q;~ZyiGi6-x0QdaEO!03n5>3r
z1I*X{(|+-r%i|s-=zgq~v+-`tR`dIrt~DAk=yezWc_pziF^?k(P96KT`h3%8pUv-<
za&z-trW2#PyO)0ZmOnYW4{cR2Nn4G>eL5a=*2<i@54ajGv>awnleBTtbQduv5Kd04
zhb8FZWaytPt*G5@G#}_voUnGa%w{z)UVIoDfRBo(tK|%Wit@6O>!lwH7bm}2K0QD;
z+CX(}6-J0(R@}aNHAFG&C!*@(9XIktJqjY3T2jox`e_<@v>^0+d7a_c42B=S|9ElZ
z<Slx}uZ<UN_1QAVQdx1L;ZW_;ohcE1i_fVO7n?u}5UIGyzQ7(F+sIKJn;CvU*=wV%
zePg2dL{aXqWw!GS8y9#|UnvI9<V-^AD&!0_tMiUzpPJZ(Vohcg96R7oVxsK|SOmwI
z3V7zEC~!)E=^NcvzlSXFGV|#6X%|UQs5b>yoo^>;AD@zC$;&86NN!|elgRDEer}+4
zQS9c;l8WiIC^yr>7BDI?dg#;6r_^U;qwK|vk3Oof7|?v``eo-vRH++aYm;&`_Wb_&
z*FU+FQJylO+z(AIf=XK49)yO$xpWS(g{>(znFzecv^av3YOq=se<r4|!$Lo<;ySq1
ztAxe*UAiDz=4n_HiI*(}sWt(45{6=iZ{9<80BiQliTn6(Gk}!BPyy!{B*(jovMT%s
zJ^J{X@e~n`6vptqqMd#R@TkEf2IUA#MGjJ?M||b$(?s972LtWrz}dO9zL&G~x^BM=
zW622W5Hq6?I6W$Vzlz;EEndrSmW9znotkg-CvRVswr+9X&pOpcCx3W${nFP%!|JLI
ze%!vakw)i?7f~D5>FPbcsc@d0>3+JoT9n4R&)PKxJNbIH`RlJukX-9yNDBi(fr=`Z
zy=Du%kD_@iFI$JDkZqV|@TCR$d?w2_a;5olEw@I-G<L79kJ$Z}U7x{P(^#RCVQm2v
zwCmMt7sRv%KpnCDXz@W}_K*y)fR&@3nWTX>t%rgtg(&T&6rwziDOx5!-*U}eN{uFo
z1sg<jr7%nuEGK_=s=*(#rCnDrN~k8YY0BoU%!#rdR<BXRnqT0U-W`;~Zy(Iujz~KZ
za~tSJ>TJGi_h-iVJ?LIzcc1#6o1*)LANr!aq`dY1b++}NR5ToX(dlZ_M@5g#mUPo{
z8c}0b>vG#|%XO!^<sC&(0w#f$K4zK(C~4^74p1H^fe-0%o;rtw1Nl6E{rX^9&`2T5
z!68qBn?V(j&q7K&I~_i;41c7_0$Eg^qdPe9@?|;kng4*cr_-ek-F}94pUx`Up%1YF
z#{nn2OD%QvD9gv44Xhk>#lw)rCnG(mHqQ$Sha-#ihuAscpO=@HO%D&S_FmrQz=U^S
zY+sD~)Z|BDH^t-cxr%ejn=%j2EpNY|p+;vN{SlAvEu0wdnxnS4MYZk=gPt&LptKYn
zMV&gIbw3d_tB72U)o0HR6-bN#B10`xQ`2pwsR9L75w;u6e)w+u+4chG%sTc4%o4I?
zQ;0@X`xr*9X85l534dJSor2z?J-^X=gdFDu_dI}MUHz6ViDwI(^7|UUUM95@%UdR?
zJZKysFT;8)gtoaMCd+?gbC#kg5xll+2?jfueDC7B4V|UX@Q&Te+W3VAoQlEI>H7Q4
zYbbmvlIVxDzNmJL+O=}&hV`3+dZzi!o@*J~EA8Cz>-%SvU$t4E8&HuDm3A(8>c%zE
zi4&o3UC%vZR(P^eEwE$-V>as^FWj!5l5?x=p<VCKr60R-R)`-6){ek6RZv|Jy~X{-
z$xe-F$6<!EWUPcnhoEsi=Nzn=ob2fTIun(G%$(Tier<01gi>46{(MLu)++1$B833P
zoRS94X=~Zf)Og_n0;Qacft{yBZ3^-;Crd$n?WUA7ZhoIND`4!2iCrzjo<WnkEAA*w
zuV>DZkuF2sQw_p)#16WCw`n66z1U~2ZCi!jdR*VHdjBS=>$@CRn-;UV;oyDGi*}WM
z(*>q_GvV~~1G5ggh*sjm>)1C4YmBKBW!?roS^%W+xCBD54r36=cr1ZQp&o!{q;ew=
zh#zSABJTsG+hGR7s|NQ~QBze$Wt_LQ&*MV~Y<?#=4vsVHK2=Fb7ThNY=$TjdZ{FO>
z&e5U0paih4HJ|5^y}Q4jo?S)l`q7@U*J*%-C?m{CEM|Au<(ypT<O+D9kZ$xyHciH9
z{|2&KoJL;{I1#JmqHW+g#9c+L#THfj<?4qIJ3KtO$*tovXO~ZgCnwH}`-ql4+JO)T
zp?M#fa2&!pdV|X_&%r;Gb}XB;6oi6vm|BwYP+s&)H5z0uqjZn}C~rzufW;`H-xZxW
z{jlf)X-@ykqs161?V&mK1{T{spxo=kiFrpBG*eS0U?XmhoAZRcjk09c`Tnu2dj73G
zy=uwxy3zLypq|0*eHZx!d+%ovX@(qx=?~J7|1704<ZUv%DKFBsPOZjAe{4=@xO};d
z`{@l!$`&=>c-($sx#ND<{LPuMlda;m4m37?ZN@<{CDDxim~Yy{EcCzk>D@aKR7B-W
zTD0hGSLJN#QUvfl*s<Ehk51NhaCl=DHS65|{CTG@`sVxmt>x2)@$glOGC2ZIcxLy6
z?kHp$5Xi$&aR^sWmKk1vj`w8A3Ny1UB`%=UG{RALw^uGa%lAcZhN@`ig<93J==<W0
zkJ*>qpKV;DVzzvJHd=9HWo*D+y9=`$yxe*Exd2|?hjXE+stVdV`QA5(&0qQ7{L{5n
zmDBV;sNt!Ke6;PbGCSY4ZMy)4C#9uzA66oSwUmp6xCOang!-=Yi5--&ba>PU%cHJU
z)Lg^rDLQQ4J!?Se+Dymc-wf+ey7ZM<xvQ)FH?K{b{(9MFlS!LJWNtbj6ZB5baFKQ9
zquwbXpNh4>)C<nu1lJExAT!b0BB?NCWKhfMPGvy;HcVGLI7QdL>mKbnsWTdk&nR{*
zdGq|uPRIHES8jXo)pkSIoU3ONZZ7KPp#X`<y96lBWXLVEL`w@ui<x!?Zj)P*wyf%i
zJ*iHj&mwh$k9B!LL3FEdKsOC2|H|rXW*eLK^5x5Y3%76F7zh(i!GU?30L<)S7f7s&
zUY;|zFg-iOV|@dc&i0#2Tn63<Lr&g9=jgDy2MnthT)Apo?iG`g=TKok_kKSW9cC%l
zX27Bm?@XC{tlt9^!6~Fc=_aJ+#b-}LMxsEG!VF?Z0Ug^;#X6c8ScQ5&8|6p)<hACM
zcO5d_d~QNDZN*B1X?yNR1TL6(b=IXJ;VTPnzL{NL-sg%$)_)2uop8Km1hnnT=(Mhm
zgzQI}zhK@#x$J8lBDn0XHFk%NihgER;&iFx)0MwVAJlgXf2vwpv92Gq%xA%q8(<)+
z_)AzVtPLlUO6@j?%BBl>gLD$La(1fkIyxzHlhH$`34{G!Kbt?usmgX!`CT<liC*9v
zU0J}OkDXIp#n@`%iN6Pb18fmt6)=ZT30(BX%k%VB3Te^EJg@z}P<4w2uhcd#IlbiM
z)d4*nf4IL=>gngxr2Jbe?UuKz4)a{2eoPj5N{J=2JOr;QRxFLkGgL4NY+3!S8(oEt
zHE8bKzj&I^B=k}vXE^7opzk)L?iD>8gm`(wlrJ)y<P>?TtF(Q}^5~$y60^0scmDLf
zePGRDM)6tcDZ|ow9eTe1)c%d5U)*n7;PSy!`9enc#DPD@m9OIwDbXfuoHm(E1i}WU
zrK)`<w#9g`p2;ATa*7VgiRNq!p0N;uQ<$?vLymJQ>?DuLxMoKc7IVZt>#^~A+M$y&
zQg=riG=KYX&5YrHTYhsc9$VzwWmLg;yIQWZE5qwP)B-gCGSUqxUehLC#BBTVvTc>@
zSMS(?x#wF>%d0arU`cF`ys-1r6E_)N`0l(QyV$Wyg-yk^^GYqey}YJ&2PviyYV@(k
zreMTZW6sT;K*iw<`1BRdv5ZjSKDKPqB!w38eaPuoeL3<A!;yBFraviNNLNQiedCM!
zPhjHxpxl_4E>6vT-s==Do2#||VYON1tG{Mijk@Vr-(cVPr`I;*dz=lgGx>Y}#`PCJ
z-o|c>16_FsBvfFzieU1Bxk*P(1%l-c@gCS2&9ds+gx4Z(kL_2O&*MAsyTAj8&vyMz
zkzxn4aoHy-RL=yfltq5dw4E-Loe@j50b~MM5<+?+y3Q}zIS!B&mh7xfPtXwoBi`C+
z=#WeiRfyvm;IV@E<taQd+BnA1B5<V8y5$&~_3eVNf!RYd!!2}rx2}vk=2vD9@6`Ey
zXn=LDYwU<Y{yw?$t6tGGsWoc<w`w*Ot3M2@a>8wz-?OK$m0!o*FRLh89Myb!Y^lwn
zE(yicUKczqbT04bzVYRUjTg=rIUIbe9F+TcJ6w|2`?qf&9rt-TGfkwj;uGZpwf4-(
z`#b^;Q<=Y_<k>Tyz){kUa=r_<e{T0F*saWOZUqc*=u(UNn$lxgDf3isYG0|^EBkP&
zSU~#%-(*RM9CRbu6t&(r_wYwgo(z~#8tc!Ce9QBXV4!Q6g?))guc%-`IP((S@K#uA
z&!0YxN8TEdvuv4RcTqu*BZQ|d<;e1t`jt;bOJ%r(;}N&6snuHi*A>lmmnJ19^|5ww
z_<BggtgG^eDe>2<gypyF`_*9ofI%AoQr@>ezo@~eA9XZ}t<xHZl_@{yp%T};M(T=z
zFN5BW9p`+s*@f4h#j(3Bc7LA{x72Ox_5=2}^B;`Yud{NX|K|P<^X@@Z$=lZ4Z=LC=
zQLy=Yia8r4F|e`CzT=8HBP#x%df*v<df?)b#nI=_k73-J9mFW7X%SD!lWNzSv1%8~
zv$Mx;@DS?{#tC^Wl*ltY@tz!n6FZaRE;~_EV_}qcWG0HxAd&Q;yiQu!J9#VTOVMdf
zpwc)(4YKlk;n8K;RH?)1!Uc8XkqTvxY376Pg|rwX@-sI(F`=oq!*O^gRzEmkA)Zor
z+)A0}5ce%9^fZ6pAV!NtMI7u>o#rFKs>dRVrhS@kPKml26gM`0EDOdT8%Dy}5wa65
z6+6K=FiZKT#km6q(l)PMtGwOtdnc;-*b<>sN|4irTej&!yVw?uCe5<2xWU=856w2}
zR>b=&FZx{9;!M-li=3)eG<&+LRg)I2-|0`)TVCSr>}{sp%)ie2dfSHk9aG+6SfgEy
zzBTVf&lt3J`t3t~c2&PIeFcO3D?XR}-d-yoy>Rkr-_c!P==Vwvo&Uq(`9`nJ=kwz(
z&iiy^bctnJ&6I6mn-QQaf<e>MGW$9LMGY4iKQ3Di$Pf;3pM@=$2(E-xhymDUA+4Tw
zd_J|Qa`3d1-C3xTJ$N-2-X%3>Ch+hs&{7+Av_M--E$TIFc$EP0jkQ|h8!bl;V3Nim
zdqN5od<P6rdLvLeIbca@W5!0$c+fJ)>KDl$UCe3S95$N(9wq#&$B!RF>WUA2%pP?q
z|5o6S1do2dhd}HgUO^00A`f|`&(5Q_JW5jprDYuqSzjTd^8CH{L^(oby4$A-fGO2I
zjvk%m`+P4Rq%vSYgJ{LDM*qVNUFkJAfC4PSl##hJ-y}4BNu4zQ*V6T_0s2_Zeh`-1
zwHR)9=QR6|(!Mh%>oWRbqsq5?ZFEfw6K}u$a}zY`S2#Wx6miKnAvEP|{JPGaSJdu%
z-ebnnPLu1KKCae&UWiKP3tiT{>!90P`^DKq>$`e5YIX~_*e%R4!7$!2zeT%gH*Rmq
zec$xK`)>37YfN|;uUvM>b;Y7ZF$bas!_$f0@9M8R>DHq&)8}l@XnMU{hZ#5S#rciv
z{^Z_+g`A#qm5y=arcGJ|cMohH-%?_paeikbJV?fgCEb<`pkx<z9#~Pql=#Ce0DWda
z@+#;?KV*#PE|Pr_4z68Wmf;Ecd=~sTS>A}p>EF`TQro*YJB#Zc$hMFd2zY28>#-{Y
zpajZbKWb@fZ$VFB7xUxJr~L;G2x(?VWbj0qX5DG^iViG)9EiYDcBVq;O3YJsL%&XL
z6n5Ty*$BWRhYRmig>4wL-B1{p+|tY*O*&2M_q^cwP%b!xhD#wR4A6A|X1BKq*;pQr
zW&|KTy8;@h6|opstWUlrkFV1_&JXZADY2E4ihSrF%cX;72LKz>y>97Kn*B4a2Je6<
zx9NiI&h@YBSeq@KQZ>EL@!3nNKAAgbV2z66HTB#7wK{RZk4{Zm#wYeE@t$U1|K62a
z7vfgxCYP7(TUckG%a!xBhOJczyPR8lj(S=~-8=Q0eXjDRre3RksEBfN^9Bz8;uCeU
z;JMGcTZ<hUznNcBoSWxpIWsn$-V;y~zvrA#eFN{mJrF!GM};M|pV`L_AD=-$Erh6O
z9aRrduZN#6fPSF+^<#Gm;|Ow;?W8Emoh_{f9HjTG+pO7j8q<I|`)K1<e!4r!=;5oa
z0LTh3!UdMDoq0Kw-1!e3MeEeG-pr`k>6g2G`v|AvhOjxQZA5@&t3yb*0yW0z$3d#C
z`=1}d{RW&Ty4G@T$?#4ll6Nmn@Q`zxV2|AS+|TX!Kh4{B=)i{FYu6t%FbLYR&>-Ne
zefCXu>`$&|{wVm+ix<8f-K3r*sZ^6nY(#JW<8%8uo{G1s8gPA1L_5=aF^%@TJ+8Fv
zmP(&7ifY5u4wmaz*sl1Vw%q<f)`qW(S9fgLyXS+MwH|lwIp<ToQ6c#m?3eLwO`3ha
z*spldfHPX=XFnd#DTwr&=X&CrcnIfbw|p*~fxdk?IwMp~w`qo-*4{q|PvoOoJUIvk
z?bDJba6&TetN2&wRu!Ey=R>!}6-WS4ppLq&S_K5k{E)H!b;RBvbrCn~&Eaq;dZz;N
zHgynu@qPOJw>5__k^x`}jG9DNLkVpSSSU#Nu3fuYRMXzS|JAGx&D1vZH&r#1%BgGf
z{DOjHT2P&wNWx{Mm`z>t2I3Zn71~jPgToRKg(yGXTB9co2uT@XdTz|7;%*IUKdfHm
zQ?2>>S-G!f2Tz(%%dp$q%#HO{+P=R0==`WH$5*Ziyc+p*(aUOKd#iN$Q9ABnkVVt#
zF?)+I$F3aMY7Gj$j#wH+WPxtXa;B(*-2#UQvzkH%qY8$1Y)256Q~J&CQ=I8hn{v6=
zmaLGn31S^tW9kN@5ix{Y2AMa2Ic-xDtK7!0fis!GKfM<e9(!aSVLuX<Qi+d;r>AH3
z;}c?d5N_d&Qf0xw<H9FDC!W4p^Iwd*du;4lW@Qg|b8zg3Bc;2vCuc-{yn7SqA?xN9
zlP|m%o^NxU=yrA)F*@f4)GyG9>zRg?mA&!%wT+^8Yjw}EO}e{iTKwe@i-g)8s;Q~I
zv`Dy|x9#smJ(`8t*d}@ZFV@}!8q4<W7p9U7O=h7HC1a_OsYyts)RPJsGBhBRDMCb<
z6A2kAB#8`Vo`=j-GLIQE+=NV-zTa8@|GVG)?RW3}u5W$T(ppbX-1mK5=XIXP@tcl`
zJ9)F(BJ0}MZexBqYkA*&mZNFmK-Jro5wdi&4bIKyb$Zx0X0+m&{5Lw3g0v2t4;6sl
zZ6>QFOfqQEP<?{1q8LI0Vn`!qaA=8YthQjCjdbKZN8ZOu(ry!dByn%f13RAsdFbxt
zrH`YQ5CQlVUr_>{Y=sX-HYq6y@;kmt2TVG?hKe6B?Mv{6srhaxDJfcW-YG1j#rPHI
zLkyrT!G{%t#Q>Ov!Sj!#n@~G<4tH-IhWLFad?wMQnZUyR1a&CZA4!IQc|IdP2|-T}
zkb^)%aj=?6_BDPZ%~wOcHg_<{<G8x5)yc%z4CIC=O+jN56(sf?*#3=uT5{_L_}XzC
zP8etWfgd;eEkI>M`dWsB#@a-)s=GXcg+F553@$azQ@4fHiELg(GpQ;hd*s{Vvg^Q1
zzPR9vPgix6@@_WJqZqy9`=P7k({-~!n*tsuEJOma|5y0bHsOfRco42*oC+)lJJ3x*
zQCJ7*jB(mBb~|Pk7X2(PhyQ_4tw82hK8_XzV8w3`{)z|q1++6TGV)dGH-RVuwip_A
zD|bW}RUV$q)CJZ-Y>=ny?X!h9TAAXkVn9>UPYx?w76R9zVQu~W9#aefgz97UwLu7B
z4?jfqT>o<`6Xbk^f*Ah_Wh|nTZD9(ybyEmuAvg(E0&jrx*^A6oq9kzA;OESHiqul#
zrq62LM&{kX#g5NHT-L2UzhyRIniv`{9I?s9^A{r6op2Bk1QIB-wPNWX`Q~;t4i2co
zKE9ycmNo`KeSm0$75ft20YsaZseN}Xdtc6dUOMBmwOCj6a)GB}f$Y_ZhC*HtFNmdE
zNgQF=j+^Wjm==#%TO8QNNhPmpBsW_3=x$$5ot1|)oui1Wyxe^i34L}6j+d8PKWMVo
zx4h<C^-S|=vy^|KDj`CT9n*oG_s*T{9!F2e`v_t@7gBV@RQs%q5!4N231Tno%$yJ=
z^(1jP<McL|Z^Fp#GG<ko0<^>M&J>%>$YL!LF9#g;$?yE@YmG1>Ot{=06No{9W>L(Q
zzF02K(A`@{9&p|);4w;l1TQdgQyBW_y!}AYcC9drl1q!mw||Rt6nt;03_YdveUK(^
zqF|Y3{7ki47b{h~_5)hQqC760Mm@=2J1z=e_dP2AS~k1lNZ*E^ar6%L1!<dR&#!pc
zrqK_3Vbq(sACbP0#%=_`0a!>J^ATV~4i_|$M+b)YU<ONJ>z0wUWGl+$D|ZK@rRgsq
z*~A-9O8Z%^zwMc;>k5La#9SV^eUash6U`ypE!G#--Yj^b>S$E@Ws>)G2<NZzv6F-L
z^0Ln_oQ%`I<1}PaxB1y=&F7XItt~ITNoP)+ck7KfuDEMs5L@<76-UjrhBmYP!+Sh{
za6^b?8e&g&-_+=6`YghpqLn(Cmh<bYN;badWL`-_>{$Q-WdU?u1l)z1)DSV!84XKd
ziEp2GM5<-R*D(}ux1)Lf6tI4Uho~6@CZ3!!)L6$5=fdE&J(01bn#J0>yN=qMbFyCB
zK5KxNP4J{<if<1)lWmgLTCY#TPh8kU847w{)N?$VrL%H9Qk?mLlf5w|sH-iHT;Zl$
zw<j|Y)s(ZT>}OmcTi54zj2r!o8P=>x<WsD<VRx2{{XkD3-rnDHF8!HSRmHzljOzc^
z1o}OPH3Fd5c?OX|<+L!5(Gic~49SCHS$6j-?q=<|Ri{hUZ*s7z+|#|vCRs$pN22$Q
z*ug{I)7O0iDzD#nPuZxx<zbiRs?bIDlfjzyCuG)t$%~d9X}R-&>FJ1(e!x3AzMJ>`
zC#b+0lzsW)hus+PjD-SmVcuQy_dZ&zhliKcgq&%=_+E04g)<BukGwz5GaC6WP4NA_
zNeMPV`;-CRn4TvWKMzxTWEt(5FKAv_@lC}}vsO=8Lu6>=WgNBl(MIP@<2%JuukMMa
zIas5RUoc#;_S1)8j_Bb-gY$Ju+Hcpf2tK`8`Y+}SuROE)PgSIn8OD|<*5+!xG;@PZ
zDY)BIW~L+pYiEw~!*)sh7T3$gO=lAx*iCco-Bgfe-x4`=bh`CP&->MTzOLkam>|5(
z;6(EKn;-L=U9S7y6HIt&H><t&O56JA;ny_c_Hp-J9IF4;VED5ve(=OA7F*Ea78l#%
zRaj*;<5((JOGG>VI9;Q4`g^B1-JQj2T%Pj>x|fnm#<EvF)7!8iU^+d#WW}>r?`w)B
z*ThU04Ca{iQ(aV}3}5kaEy|0M{VJ6nCA{OG-#0cyep|d=t94tq>hDFxpBCzW;mmKt
z&mLq-TU^wCeZ}_H1^HIzTu*DW-Vp=n18r|CS;^VIrrx&yME|Ln<2wT01Wmu0{`t}3
z+=&(;ue$lJZyg^>2k)8ng)T1j>pyA^!`rcTy-Dr0*Yah>QR`Dnf7bP%KQd%VcV@Jo
zPutG?SxusndO>5@)1naZpZ=ZAmLn_F)v6dZC!}xP$%xqOE!f+6h&$|kO-TBdA=$7C
zh98gEBlyqjoTJuS!x0sY3-ob|OYD(fH`C^-*ip`LE~RX!I8c@MuO^=qW=BdceqOmD
z<Lc|;o3&%zoNR+9Y$PX}^Z8{i$Lymr^n6MeH$734>2fi?L1QHBA>-<w^mz7P)^phG
zWeK0>xpI(trNp7qOFt2M-nlANW@JXzah04Y!*e6263q>f?0$CVL7}2p75bseq6|yM
zOLXrjYkw9ph!U0DIm{EWAC!jU9rSUZigvR(NcIzfLduwxl{@_$-2^%;^gwpG(|_e4
zM9lbjd#%|$wI5mbZVCt0chbuJ_~LY5Sg^T5u4z^@GH`5LiM~L-pFtrOwk*~9UoJl4
zy7_m5%(%nnSB7h@pkDiR=+eobm0TNI_Lxk&K2nk+QGM_`-p!p#gC>8o<AOQ7=g@cq
z+vGnQhI$QF{gKU39i+wiUs)P{pV#sfs+k_>hYEB^JU0nD+KWVoth<B<(Gf#O6Y_El
z=3p_6(!Eej;w(Lm!vT8U@&-96R>an&rCGa8fRfycTvVCCNh>sePeE%zqrD~{zyxVj
zQDT;YawC8z68E^%q+x1fjBuSF&8kgpN1KUu88uOQ+d(p8<qtBBs^&U>3eC=&6(61L
zbZ}`RzvLJDe6*pAU*=%EZV<ODbGWla`jN_soVgmB>T9bycb~~pxlGklutz8T_wcS8
zTvaA?cIqrYHYoIVK#_VBcV;3!4+8yjFyO&(S@gW&Ch9&&gHlTgV)1XdF-fZ#c*pp!
zUmpn0m_#G`6+xy1Wi;Bg9sn5dmoyn4FxCJsjv_FB&6+i3jWZiasu#qi_7rg-jGBa8
zBI?c5WYpPbk>&$7rvh%@Y9zo^K|wVOtDZ%h14=2190S1HkF85p;<bqg1X;pFY-zc_
zsD_{OYjP2kQQB#;C#KUfOU&Fn>z+}&uef9nrPQ|d`|Ue(TSH~PurpZcH1~C_TA#Dx
zUf#oQ^+_{cZRe*eb^5j{Wu8y$VfM>v@m4v45LRF=|4BfTl=a3DtCMITu;-d%Br&SY
z;ML5@UjagN*z~N0T={O@UC5HaMz&0&SUBc(5cw;*_}9GrS2Q-66L8{R8tMNAc9=r5
ziwKk@p7$Ilj#`+Tz_}6@RBrLtxhx9mx+uH>Ncssf9e!{65~j!+FOozE0JP19>?De&
zES)z1>Tbl;k>D<{XQT~~=(NAu*oZ%mk`#GMOFj$*C2`?m93-myl<&+17`r`@YKwdK
z@#z$FzECa@(>g+6PJ*)_;3V3s3iEkzRaOx+s7<pd1ZzY64`I-Vj}OWcd_{?o^YBCO
z`ILM4h2tF;nTC#2#zd<JTtd_e+v%Kk7>Q0sWV8mQY+K=<@mP4{)2ANQx=k0}On&>A
zoKsn6sKMQO#jJ<PPujxNeAmW!ms@j>HcuP7-K+KGto;7?Kw8^OTlZ&8t}!&R&AIoa
ziPQ#<aW|w&QK;PT`c#PABQW6{)<`p21YrBG;qrkbc}L?Xs_X2-fJ>Eu!*C#q0NrEd
znHZGZXhM<^rb|T}k^enCP*im$(aB>2li<<779fSJPb#cxD9zo_V;a3lgT*-9amkkW
zKe3&V)(dc8iucO=Yx^ef-X_t-q+kpKNrbwB3<(W+AdJZEt~`)Ma_uhp+$7;MQ{T>!
zJVcq_KOzYTNHRK=7(OA<%o{SjL_{~aF>)5-d9knSsY-y<24SB?8Vy-@2APloB4sKM
zTNFr6lH(&@D|7Vx`A-JS2zjYOZ)DMy`sZX-(nb6V%k}aQUER7wJvwr}W%hZj)JeW*
zI}>yCj`mN%vjYh%KYt{bf0SGpaQs<(#BBV8U=|C_OW)UhX=3aX(Fw<RSE?LY@wzVN
z)|{AjPNH$zSczwIOQXe<&w@1TU%+n;ggoimp**4oUilKWU~2R;K$exj!-#hVC{F*s
z9LYeHWYlr1Di0Iq50MtabC3cD3(4?rHm*67=D55Bar_#k%9)?2g1g7YZmE~Tg9hP7
ztKs1XuC8Ao!-iZPai<wtwz#aA&yz7Y`#-~c=2liUXU6^$&_^0+l*fP?RevIDt7!;=
zI&`KR;75nrcr6e=H%iVO!1#Dv2;(&3%=IiQ^9o?RL2TV1uMF_u5*&YpGEkNnU{AP>
zE|9AKL_9)W+O5v#n~ki<+%yO+o;M(pkqb(71D{D#<jp+*bm_1#t_ZTA5~>G6T0sSs
z7RSC}Lq5Pk3mL1w8-C%Zq!+YXEp|dQr@1yn*H7egtqY2T$tAZna&5DsY=R>Pt?sW&
zk(j(3(<0NH$nEy)0lVv^_MI>7uU?d0^(xh+e#LX6{O{Ub?#t1Ac^mw;7yKA>zZ$Cs
z%<pk|*ue2yfc$P|mn)2fHf33hf)B+e-}*FWXYy(!G7&rzC)90p7SQw}fVrmLo*wAJ
z2Z}Aoj5iu-BG9x#aOj1^i?Re$>=~S}XrkE%n;n4FE?;-R#l?lJ1g8)A$50_qftpAa
z&S3#S2nVJGMG~NP1S9(oa4ove?8zv^{%VO%qQ`~sjHEw6gaOoD%0U$n)lIum1a%-u
z6J!c?S66`x1Uh924gl_NwRFHQkMyBfisccu`$_OeX=<h9>XK;*1koT0GyozU6Osvy
z*u+~WaaJRRof-L~WjMho7KTumn)jX9m>~t(2EKavN%<i>_=)f3=yw!Lq1;|xrW!6?
zo0hy5EF``RFlU77^_Q?Zj#tVX1x+90v6tD~L8tKp#b98g-tft$S^kUFW_s*Zb{h_!
zeE1^#42!eq_8G}ehkN6c#+lUVDO;n}AT&6<=ft<|+qR7wp~-0H;bn4ZPyHo5Z&Vdj
z05%f5LZI+WAzCBow#wg?Yo7f-V}SbU^P9g;TqIQnI&*-qh8ma2K=c2h>I#d0(3-&q
zI|cBfy~a&q01G`Jy~9asfKxdtDymmf=R3xg%(Uo;=_Iu+B|kznlQGD2eh|<j8Q}4{
zm88M}+bzcBM^r(#i7#Imtno;VAHX^OQBWR1H*UdyRPW$`{GbNeE^MOwW;l>8v()IK
z=6hX*Ee$?4k9TqfraWDooe^lMZmD{GG>JwsnHxP)T#{JV&Y!WN7Xt5c=5ns9v@3e*
zrBa4QDB(Y}UZk+J@&(GW5;Kzj4F(du6$mec*X>d*wZxP>R9T8-%6EGQ6kdcA0POYO
z#sVt<2*#r8q9P-k^pbu;fkmtj#QX;bEM-VqTG}X+<-#9C5Fffd!5F8CL_5i8vWmF>
z4u~KkGnW|qh$RJZ72y;inC<AuzeQ|%;Jd`_*<kTdJagtu0!eMdm)he$>rJZO%k!|f
zP_kN8y*sCB!__Obt8KJTmGN*zoQzPAwxJB)<Bjf^Q+Q#2HenlM^NO{1wFTz~xPn@_
zeIBqjB_8V?RYRgF$?~~7Gg^%jKoT@1Nz@?E6yPXYBK{)LErfOekMwZcQ8&cw4;s%9
zUKoL4B%AJWAR~UdJ@r@x5JLiw5GDj+r5N>g2%j?+(`rzkReq?(M_}gSs)Q@_e<vI3
zlvMeCn*0jvb%Yd!TbrO%h*(Lz#DMLSZ~y+M@UEC4XNS}}<PdEnp(=P`as~kD>X=Se
z1d&h1<RJIh2Y@fhk%#VqdekPi`2UU!)|hgT$tVyr5)%>BxMVaa6b>l8A8O^`^z60y
zH(pq%1f=2Xlap+1O1T%h0_<)+>O9rbsqJRDL*vWa-yi$72O7&CFO|}0w(eG=_7S4h
zlzCalZ8LPvOwjKF+m@9Pcig6!3j*vX7Zr{rlWCOy6<qjo1r?smC=eY8z3~D2apIZC
zDZ>A@69wVvGiM%COlNT-VWv!R-1}U5Cor}o#tWM*nMOh|dZ4Dz`34I4>mo1(PvzcI
z_V<V^8^#=yIl-?VP1{2-iUQ)!<a^xBU!qmm4Qs=zrN^>KwoWi?pP0&*I;D+LA7ekt
zu{1MaoSsAWBY}@8EhH`+7daZSJTQe%A}_A9;UXBFVweX=|AgIyz`WTD6O~kHC-*uC
z!bSQLAIHkQQ5}IKkogeN0086E(ka`0NSfKh!I&B~5G;k<QrWw|Uf_r%1rAu+3DRH*
zFMoig40X*h5S*hwBzfmaLxA8E67@z#>>+b&g^mRHe5Tbd+bR{&Exw+|5#j^x=Ny9J
zAXy}uV$^=N)_=olTpz$|a+%@o28(&5(G#Tvwd9>28?fXAyEgW{pK^@oo~hkA{-lom
zI*qEx{T40yJ13h#_m=_0q$UCIrlxZ#0Z;31^!ZatgHorrJUMlJ_^z}Rhs}4tA;#<f
z(9mApSWdUmnyG;?B|__L=DLM}t3TiS?bKrXCgm?3IT`4Pr&%ocB+PIf<9P}oDG<%#
zWM8ejE$#iT@Dvhnd8<PPp82u#c--=EA|eItXuM?}r3?{!NFqHBHFi2B7Y;OHt*}9M
z-T#U|R=%anIE_aIA_S6;jW2BJpZ-Ic3%RWxib=BdV2A)?D~@FMw6rv>W^9}!x`ha_
z#yWVM2=|D`EE$>v&Go0XmhT;jSV`)R@`UW)(#fCs+O06{8Sl>?re=wFiEE#?LWbg1
zu3r)3r>q;W?V+o`$ng#@7-3Z>4~3|Y_stn(HE&^7eA`^nD!-X`<dD#q+&{h(atb<u
z9_m!TG}q=itm5K#k)k<Gah;2QLE-v*?FEws^n+o97suit`3ewE5fU8fO&MROulmX!
z$F>2La^hlvgCJP4KEx_zM(QXaDh`VeN~J65lmom2m|3WVHs=j;rEcX+vB3(L-Y19t
zpjs?TKpY9&T_`nirJ#nJEt-x-9)mgd={-0D;e=2`4?OzoZ)N~}^bza%=k+)Evi#-t
zNgaElR-Jw&qNwn!lu&Zy<ygIUbGI1WXw;Lm8ez`~Uzd`WION--&|_42?LmK$?q|_1
zNA1hO0(1>N_iM9`9@(fYB(mMw8!3O#Zl~Bs4aDxEM@jp*&m5Ii{ELUy8dxo4;v(L8
zH;R5E=vC0p2{g8Bk+RTFbz!9<R|1WU^|u)0gk$gcHj-pN4J88sRAjEtW0UB{O(&99
zE9*C?sEM57HmnI3P}=UiN0gb5SXR55x+z#`L4l^ueDuVZfCEL{zoS}z7lv!q_#FTA
zG0(SaXvynx?n7pFW@V)Vdv45aKEN$m^i5=@hvG0f^_ju-tEG+^$HK4OBNrcEU`txp
zf52tu(QSzahkZ^T8{GySQL28+B@@xz<Q5=`;dQIMz5RskzKounnGW(T_(Qi$_69np
z1?(qCbt1hfJQ_%JGjh8-D0OPD%Bzk9EotIb2gE{->eP8ThlSZwX{E)*P2oHF`3>h%
zpb`c?my`WFD@kd!5Q%NX9sud=$;0av=r1OhJ9CBTn(qubKi&7xZ~flE;k-*z19Vim
z%YtrNe(W{_<##{4>sQa;QMG!fgw37R=kKk`bzl=IeJv~JxM}q}7qyQJcOM`i0=z*K
z3Je-qFU`NEKj$*7zK@MpQtT)cN;PUS@l~7gKB)Fq(*#@zys|UPV(+98KH2OX>;1e%
zQaMKDhe3g(+9J$C?TN~@H3w6_T`8llxPnjeqm6e3jSeT`oY+BuDxligDCx~(vNgkk
znsek#ZUpxB)z7B~1XaYQ^WJq>;97b4f}U~Kru2hSEWgBV#oyK7NaeY(_M}Q#7*j;5
z%(witXWpGZ?0Xt7JGuuo5E<D8Juof`Ctj+=y7OKs7RU({!3a`)4e}%PHx8Q>FVN0#
zwoFV+B**R8u69v2FXxQrjVBsG?Lv+gg+r5PX8RhAsDIh+qQ{8#$4`%p3xFH^Ad5ss
zv^uC@9vj?4W)~#dYWj_50^9rp?iM{cgO8zjuwiZ2eGfUWxf|;>mQQ&;amb$9rLm)C
z;>yhLZ}dNRcWpFuiIJCCq<J7mzjOJ4%9o!db)RSK%tThul|bsyn?TOytVRfTi2DbK
z*hJY5UorFUV_8lLS1=_scW@f<YMUfX8ObEf5ep;Kg@KejmS1alx%O%}h^hXVJoBTk
z_0L;hVKHHwUjH>RE$+-JA!6o<;`;)gaW6bb=tVh$8!R#73ec2d>5)Bm1a!*z#S@~g
z2!3Ytl)jLeE*SCaR#mr&-^t~1Dgk~5Saj<8ip-X{)Se!W-~D}5v&?ZRwEbo2-r3Hh
z8?3ocFHy%m%=cIM`oxkvZY(cI`X7!=VuyjK)Hr45SECEaTBCz`J?kF+W@JcT{q%|r
z5c8hshLy$l^O&7-Os%t~=+20T*}q3vJOr&F?I*F$z$m^V)r~lx1hdA^!ZR<!aABk^
z!=G4okO>IholvsC?rP6+VSGU^nyDBNZ3HVqkR&9q<&b80pn>)`@2q^Xzi7KEhxh8$
zAKn$G6=_&#59(1x1qo-*Om1^FdXQwS$iklz?WAbSP;#P3ys|*bWMN@)t#OcM;#J}w
z&DbrgPJ|c61`?I$%u^QF$n&_}+VjZ9#Pkkw?sVok=FVgxyOvl7@od@-#m10va6r#q
zp`6GDq}hCfxB-!e=SyOL;2{8iRYN#8Y+A%%4Fb5TCo+A8_jy(Nm1<qT2h41=&sJ>y
z(jI+$P|sdAo95`{e?Aplqv|?ozqd!75?wSRypX-T?@z3QEpzmZB7e^Uvnh40S)th;
z{}nt>a68J-zRsca9sl_=QN;qc|0Wft2S(^dppt2>|I=b;aIt1ODICV3O{Vxnekns8
zdI|aVB()Nl>`N40gua3rYb218Jy|0iDr*-={L@h36P!XE1S;CtElAuybnV);)E2)H
zl?dJOw4)}k)Z_-<3&>BjzV@b(eV66o8M%^qb9{NGU;H(V;mh4akHqO17kaHTMQ5M3
z1FbZ5N>ih3{PA=8V`FCymEr-`HXCTGV7E3Tp_j5=+pj~I4$U|#+Qlo-G0QD4+(ri*
zBzli__3FI<-R%bjrAg-l4<ltFx$hZvQ(#;b_G9X%!g6xqDC`V&sUpJx3@<znlW<En
zS8sO2eIgS+LF^}KU~<WL5AkgwOwFLo^G|bPAt4Yz?TMliVVX5a3_k+Z`WtB6Ui)H|
z_nvUfTbN*gDYt(aNeIAoa^o?sq?=qZ^plC`i8NA4kR}y$T4%E?uxha^>GFXz-ZrRu
z!rvUgmiXu;>nNMVf?Bq~yvvTf>@+X&n5*=6ZLFWZ<&(Yid7k<Lqseg>`i|5I9>v<2
zzO>ne^*&))nr17rgFm^vC{O$_z{V^zMw7%Tx)nAABb0jC@C?p1bmBhRl3d|6Yw~r(
z5+VI!v?Npf3Um_fV0r0CIDK~xK;jMcaHNZ3XcDX#5RPx9I8OshpbWw6x!$FK+)=mO
zEx07cJe4R+i46k^Eh34~nD0Fg#dt?Y2WJIFwUwhIo{Xw(B~f??^FIlZyqgIcCL#v}
zc!U!xDAFor(v}4L!L3oMC(x_1ze9l>ngmdS*clGAf83HGv{`X|U<u)%kuc3+$mTPM
zTk7CaApIu*`NL=i_V!W)k?)ANMGb{jGzxH10g!K!U<VX=92TatNI?7(<p<heLG8!h
zfpA155*QHmgoem|sMjo_Yk!IU3N|==3wmIx=Lgz<`;6dOA<sq<NMwR#YRo}k0RJY*
z%KU~RTJdVuKdDneK{wg^;N6CIy6Wt_LVI5?izZ{N&c|A<vx|2wiBxq|<{p>6);7J3
z+iM-ozQQUfm<)br?|P$E;T?U?Wp?n8khr5<Rnp}3h>Wpi58d|Mb25vEF1dZAFD@<0
za8kVMa)H@gj_ZEW_lRwSOo6qTer>~cW;0n+xh$01R-$#bmGW$!CDUWmVOJz`9G0_l
z*F1OFBa<gG{i(E+<o4k%tDvEPtc&wEGT%wB1<1O&0s!IOZ-T%YVf}ao8%Js~Hni@+
z!E(^iCMI~Q032@0T66?HOH%$&kz-d%i<bew1vOmf#3CH7T~H&*;AA3Bq}rNGcQqtZ
zgTuYj#WbVxEc)m%HgOM$h<M#Y!c0hg3Ux?u_}KIEnt^C=9^|ouDs&RoM}y|T`Wx^9
zG%dyl!GualD%%enrrJ#W+`rue*bedU9}?*(K*U7c5fVfQ9|)BC#76fg#rK#iY@A4l
z@&#g<1W_fNUKl)}59<g?O}BNh|Fcii#D1m`f+&CwEm<tES1iC7JP<^Jc0EEuMMoVH
zXq2epr|hjG(UMFcWp;v4ci?N(a6xfuk-2D)`@!veu(Y`jN6!Cb$5&`CuRE@(T#*0K
zN#WHtPKh{%&1@2Hm-|2E<~jE3{X_etoqp-naYNXnH9sFsH>p*3F)?CXuxV2|@|N1a
zq~a@2>D&$VeWw=UzfC5cX=d=sVAjaK>a$t(>sQK#66Q#;D>9#+Drhxdu;gaDTH`FJ
zFc;chiD-d9JhnJT@p$1KTEw>_mqYWWpg67;p-hMb=1>bw8!|RraHENxpM*Oj5yV)W
z596q6p<5!10=wuHUNDpByT72fG@c^1U}Ao=3kwPg`o4(Ju#$oTYLF^f6I{cVV;x~w
zF5<Qm`mLSpB-06p8-abn1Z-euR|FbKl23861nhpA`k@nhFv(d*ua_I&j^sOY%nC#e
zV_$bW9kdo<A*otR>Y)5>NL~DWdm0-2Nw^t_mV<zkz$t8@A2(?wi;5&0qswyx-UgP^
z2>l&gR3t4Q6CS9XT#mMQ)8f^y!jnyOnCOc47+-7|$zb9;A!avijAO4B?cNc<VkF3y
zVweMsS0M4ZqpcvSxIaNQWU&G4A*ly_;~f<U9`Q!wf%c^0XYM_0rWg(8Ls&s9bUz#k
zUY|x(&1z}}Xuj4Ip|wm2<+%#b_T)*T=)v-Bs@Oj{GmX)whCyKgoX}~?f#GW%A|a%l
zh8O-iBN^zm^7U{qW3Y+`gx4Kko|T5CgUvV;xM*u@+dR~E5)48UZWGpdFCq!L;CNnz
zVN>2v6(KV;r;Y0al}<8;*$z&ZsTP_6o{y0NR)t4g80x8aJ?m1*-z>PNk4cL4@p&co
zBZ48^UO#oN3wke9FIapn`{ch`O=$I#>eUA#_9o5+Y*gJTXnF4)R-jsSrN>d~++}`R
z35R$Yj|SSE-*03-8tYr*{E96(u3M}unp0!D-dKci%$!kWutvkA!0>6aE%VWvivqd(
z7u*HY+S2-6_+saDVl^5n|6DFy3o;9Y*hW#6D`IoPJRp)|2yrKgT_q-7baW(un7}U(
zjU((wj8Gzn@1r02j^+a)re)YnAPP&0JBJ@Zxsgw}Jz#b2K0by>Ji{t1G7Sz!ABFj;
z#n|b|VTEZz7-i}Q3*#OvSuCI9kbV&@2?8X5pZ|D$^=4c89*oP3!uq!d`$9D2STY+}
zSq;?3vc__+LZCx<0H9T<>Po@F323CgqZDSs%M0v~j6%VJK~Y@<&*CTifC?6&EzqQ3
zgdgJfuF8jHu+scggj^WVQ+RP$*n}>UF*~zBfJjO)AdE;r3`7A){H|DX#LL<LBUIl2
za^2u1Z|kmnYPdTJKs*EtNL6jxckRp@i@T(?CCKm*P{0WE1%PlZmqyT{4l065Y+F8v
z%_3n^FhCFoA!KZO(Mpg{fD2=6O=qZxFuuPXW}q|DIg}InrgrUKV$WFFI4KZtKx=+i
znqBW6nQV{o#+uGu86}U-Wm8AiA8Nj4y*p}F&tyQw{X{f_*|+N|by1y^cASg|_ZI(_
z6asU*4QOylCQ<EAdV6A?YSb-VEup`VPoJBRJDYjMdRyg}{P6$|&Gt64+cWv??JJFp
zp2^6*KAj&tt1rhWT`?rPCn}^a&`nuse<J0>eUq4%>Cbnpum3sV7qYbP{fJA-RcZy%
z&2QYNCPg^Zm<6oAtDmSh_8BZ-zm=(CRTIo2cktHS&fU8a<?a<38QET?6gkE1ZXTP~
z*4caWBLy*mIK#HiB@1ZGZ;JOxljW+ztaY?=K+@pGB!<@=07^k1Qh^65#pVTL3k^EQ
zlFCX?81<V|9r36(W7;Q>81TuwrHfe^83r77xQV3TC*w;|3mTH+=kE}k*2T5o5mXBR
zcW$Cmlyl#;4QSq8VUa`KPe+AK6|amCV{#m$E^%2}oKHdKFKR@0L^q?}?E#HM2zY`W
zkU8d#j?2b5x2OPtMgz>Ys${Xfdl!RYf~BoR2nP?T<)IdZDPRbsEN}g)fW??Xv4+ym
zAHs2byh<cH%Tqym;{N4Yl^8?AwS7>A-<auu{?HdMzETXbI_UPHJ6|}8<u^xcaAzZl
z=YBO&Y7#F8PFhl1NrzN(A>9R@)sYrZW2CLmUYu?vf!A<TJ4ufUrqnVVf>sa_1P>@V
zd1rx+;;_P=-9ppg@w-YB%4Y2QWYls2+K3D+VnVLN(@TQBP<#yh7&HCTp$OQxis&F-
zWX@jOS5j8;NxhH<P(>KO%`2@?>r~>zCa__&N{rTqnP0#3aRP+G{ST&^MA3l{2sZYO
zM;Y3jFbw}#4_}POK~E`GS{GJ%{~ZGAmG<`*#UwXf|GJw)<(#;=JkJi@VY)=;xjWnY
zRbMq-wxq2NA9ac`>JX7weVx6dn_0wsbcD0JR=an?RWd>I(at#=q0@#tvV4{vo%8VP
zW{Lc8R9VQKUr3o>EL!X5O#1KijFe*Cymv=i{7Q6Jci%tn;?8@OzI>fPlw^>S<vv}D
z4`)PPY+o{{=<1?)9HnFbX_a44NwYI1bl}CCAN`+NRcZDl)h!y!n7MtlyV`VTS76k)
z4-tbZ?)(=hKDzaz93B~xUtb$4x73TA5)ftQ_CC(d!zd}mVZQJ6VrTjH8_o45gSFn)
znV-%_zy2BFtJ^H@#2RBFZoc~x&(KU+!zi}FnYP-N_Co{0w>Z6zx8`*=YKvK#TNf71
zH&CBT)2rbW`H*QN+5Mfu*tTHQQPM7;SUJ*G27YYcCem2KBhiK}9ci1)m$<x-Banc^
zvIBPxl{9w_2w=g)VDz5p@q0MDKQYcPb}lbQP;3F~5(XUPsV=}HnO~oeTFp<x*@P)j
z8#p=9zNy$?#hOsGI)T6bNv1%4B2*fPR6~RUFJ#8(PQ-QcsgT-4W>zO#atBYD_v~4O
zcLLV;CR018B;W)~jUV~1DAnx(0(7LDaWD;V=tyvU|5ZDNb~Twq4$l&LpTD#!Amn73
z)lN8NlL7U#4!;ZBsdC~(A=0%Hys;Am1E6V{aA_M^tZ;ufJ@fM?27){e2?^;N%lI`j
z{F@>oVrwUU^hz_LGKgCpJee$J1*bmMh`*4<ZH?i@#5cGwlehd)<1&aLe9^zhR!)vA
z#He+Fm6Zsaj(GlctOck_Sz>4rpmS_pi7MBEgHd>ZqJ!xAzVJnJLVlo>EkP1tFmw%V
z&H}>j2~Xp+)4iRFK8n6QZbX~CCC<xE)=}i0*Vg_0d)INq&fTIK=$!R;4C{F`sl;1S
z>FnYwI2xV(bM3BEhcf8Xv+N9;<4HK&=nD3lh#gCX3JIDXI|WAR`)Bo?WrlQ>l}eZ*
zoTcPkd()3`3m*@q*3M^F&u1;Op^bCTRtXu^w=6CnQQDKT81h3?iEs4Qyn#&B#q=(2
zMQ07B@^Hg<B|K*1Q~7E3oV)*tyZ^j(tw~#cWxadNROQzUhf4`jK_nHTC1(#=@|6PD
z#TB~!Pub_p^J<UD1@~Otvnl^e!K2A~C%4EikLoO`y?^CD^o-odu1KpHnqW72E&F#S
zlkjez7u880vP^`vm!DOC;jf{2pxN&5F#-Q<C#_hF1^-4(%gEPCKHnVES4?e5Fw>Y{
zJrnEv>{%m^R#!C!cKs`LMBObbSyr}g>D2!=bj0vfzXw3h9{59W?A~Ngbo$V?4b`_k
z*kn{T#I*%pO8f)XZ6T~CB#Q;kEH6&+)lN8x#laO5FE&JTB*!wPC;cp9@yU-PoC7R2
zE6i^i9UgF{FiOdolDS`_9}9HSBcJO43DdKSFh%@;FDme+r;9jRh-DDC8C4V0S7bbm
z<8M%-_qJ|UH-tCV_u<1*tt|oVsCz`Sf3EmzKWByCp2!#wdk0B%s)1&0m~<(GJ570x
z@<e3>kqx2h5Y#AMDYNBIAEhSAlIc_;_&%Ei{N$fgl_l0TILY+GXRy+5lF&rd*|(mp
zVft!uBdReY_!k4~B|g!U+Vn5pbd+DX7TrQC#CUq0m32e(Z4q_GPNU&O+j{HsZ4_6}
zdd?lkfq{&xjJq*7nb;2A4jtfT&j~gEWm)p2)cZlNjZg7{=glWOMg<aB#4}=OsHnE&
z(;96xIbO(mx_OEc<PycXnw{1Q8EjfSd(x%Mg!&}S-E7{~tTt29pssNG-ctR^?L%^M
zNrhU2xYMt-%I@k-b`zpru{tOBcj@fy(zhsX?tPTfyiq+xJfY#8yyv>qnbqm5LX|q7
z<a1h?wNO^j<qGV3+qhyNIb4#)M(<AbLZf?D$`0QKfucyuipK#r3{{FRIW%z<sV;}|
z%asREX8P~42}T78MFou-A807uXXw$h<CoO}U1a^qx=!sE))h8Z7jGISDYonpasTbD
zI2`b@eK9)rpHG5ywV{t#WHGP;DLzmW`u8bRW4a;1R3I?9|AA_n_z6HChkFkLts)%>
zBKY((b3nQi)f9+gk;=YXF#h?Vb=h+7*G9-EQn~g)mqSuiNbEyVQBR=6wccZ>F9^0l
z0{N5i60LSH_=vzX0O&74c-Kcz%~=PaA;KPSEfa{JCp~yp@~>=;OXQxXF0ETjPoMnU
zojMUpGA8Et?GF->153vBp~jrhpQ}Ni11dLQn8L=7;&mU17=o0J3{Jr^Bhy$&CR-m#
zNGE*vzZ5}8?<1uY3GA9M@BOpvo-m^T*keCyhIIZy6lR2kCz-IUyU&+d2sjZ^%V*yH
z$IFMn<@RDDl)^Nz7pQy>wJ@E<afA$$<^$1NzBcU6MPmh%RFd#c<l?D76GsMC;}Ifx
zO{u@p2=_uBMV%f$72n5y@;duUp{RJ3TV@ppCA)s~9(z8j<$l8=Xyr}oZifOtCUqGB
z!y0>jUp^7nfOHl$pHI50-ZDMz`OYcJt$athFMa=N|18$HhZ`U2)o`?jxy#*K;S#yy
z)N_fV#@a2awcV-v3+kTsPBVREr#)dl>1l*m;|C8^(zVSC?Dud^y7Hc6f8u`7;X!2*
z`}paKg&gzz`%cH?CD%Rk*^+Z%bohkVfRu=hc0pYBmYRfM+G8hH^b7|Yo^bIPk+yYT
zxyPJ0<VkwKU8WS)DmDfZtVbinHe5e&p-O#uOn+Uz-u}loPTPgu$T{|Q+d9vB=Mue~
zmgAT2d6wK5ZoFYx7@{X1SJHJS@Vz&WnV5}5-ceqvNS?-|;#D!}fy~7>CW>#I*3hqH
z40X>bq|M{*UesQS&i3V^+<5wWaWVS(nU}?3qUwCxX<h?4CK5iP1VD-K3>p?V&zci;
zR{~(`L+pGcDp(Yf&d?=5L`p{(d7^vcNhCNEk<;YJLBK(hNC5*OTc5~BkW^2y^+~9&
z6h@Yi{AoN21X~JD1(;!nSGX0zRe=5&#ryv&#^*ou7%|~@J@9TeJIw0lE>3HZh#3^T
zjE8`oA{X0$_>YmVN=zmotFsP34@cs*L9>%tHY6*yHk*pb8;P0&Oe)bOpyEbSFTGjm
z;Q`1p_Fz(~#?q>-N6&0ubPGhO&`qI)QBrSB*(#?Yvlr8V?PwLx&LX@Zgdh$uEUIB?
z8&i7v`V^4)LhSE&Dh<&uXH2yJm1Iqve#vkVP(n+tBtI`N)J=f~?QQfIL9{2MvnDJq
z8VehMB_u)_U`#L29fH<_L}?jP4HCN#>1!eYG8D`=1syS@1`|A(k?o>~W*AhkIp!SY
z&h>NQ`u&+*0D{uKwCCwfuh;r!P7KE-Jf45QGZd`h#=3jeg_ngXjUv37*=9cerIG0y
zZo3sX*)R^AI-eR)%2z{OX)v$<-mt1zN~_=F++Jmo*z1SaSg$<3erITQo7vRFi_01F
zyZX;@M?Pd;{qO@-h4+jaKR>^P`Qlxw6%`kR9`kW?^YDPLqq()Ut7SsH<9w=YUg(C}
zSpQNfNB+Rd7*RbrOPbo-H36C3E<2{J$3trQ&Q65V^7-24Z+3e3Oi_882g{4Ldc{qh
z+?(%zABrrlFEvp*wZ80pnxKOKS5}DF?N8%OF`^N@-x4C<Efy6I`1s5Qj7NjoTGbeL
zKkH`Aq|+m%g3HL4AdY7^bozlhfDZTq2^4}Z*W}|r$%s4XNs15wjARJncN3b_Y5##%
zEiKD-o9s4AgpVOy4Y1jLq;`1X$|I{lfsA^C!h&e<15@@PQwWpZ(nh4AN=7w{P*`L2
z4xFLL0SX$H_=ikW0!e@yIQA1g7?R2PNCL)i9*_*2$o_<Q!6L&GR04nSb!&emRMMQ_
zo3IcEkbX!kzJy9Iy&8+26lOLZaO(&=e~wylYYV*q6*U!=^0C9`{}c+?eWk+}FJlk|
zz=eF&o|qD)lse=2H`EMS0egz1l&#}x8S=4Go8VG&yR_N*IdsM?i?ZS8AldH5a;a+A
ztNph~Fk@`^rC`b6j?dluW@)ODu`L!=4H*zYCilP+iCT6Y25J#r%xVe?^7-}r6<=R3
z)B;8X0?EY1<rx<jCp_2<X>YRT+wWF9n2d^dwbBeDqBZ1v?CxU}#AM}`pWc(l5c}L^
zXxSIldTCQ$!~VwKiM+vLVX7-=S3V148sB|oyLyc-0-=WAuO=h7HF_ID5q_|Jso1uy
zW|Oj1@S&mdRcd-nTR)yzJScD`Hb`>NBE0xOv`xBYrSs+**|;~$?^yZJgZ>>tGdA1#
z>VwST|JqPzu0d*iAe;uEGn(b5f#pp=SWCoRtyNyFd;V89-KzSy7#a#t3ISLHE}SaU
z8u>lO{G0oclIa@m<$H(MA5Pvj5nnnHz2)9!`n-kTLQZn)6%L=4TW>pMt^e}5uHSR&
zN1-=xZ-9*!2@fM`u4VK_7Emnjz3=jbY<JWfmo$esm(Ytee2{KF<zt;&Gd1Ov;3KIW
zcCYK?67PLcdhh|}vD{QolX3(N{e!RiZ7k-NJKi0e{^1z&r8gs5oZ5{y#dkBQiB8sL
zEH)2iIh6mF<a{rD$ztz!-knUR+w^_+jh-I;HXU!GK3zMvk~d28S!jcvbCb*CyL^<7
z{#>)2iotq)0(}=k$`J5*k#W|RZ6|-fBp;LPc%r@obsL@HZvJPzW7<CA-`ljae=1p?
zV7p!2056@===}dDtKY9+#L<#31ug8AkMz}(%e~^ZJ=J$%_!Q?JU%k#c@WCb12$#r}
zPvbfi``*s<*>rXvx-^;>@8EgP{hgYA=ZSN>4TQYpX*^pBT+2Q@U=4KpJa>~x*eCR2
z1l#%8`cyvF_ODEJS2FM1uiL3=_Wc)NfZ~nTLwnbaU$~(;U0T<Dy1JL@6GgH{B1?6`
zSm_^7%@5+vjn;f%@+(Ak<<RR4A?QbMJ+poxMzXwt&mnDIMKq^aMbyA(Ji8F{-JA(p
z4>k2Uq}CB3JzOCc@ry8J_P<#|<6sfp3AOaV3F*Hd)b;Sobr(rcJdRKdXH&tZG>C2e
zaq0*e*4KP#xCp#Al+()F%FQSVmj00|*eo7;JaxNrQ|GLmk|fPetAb>sE_c<v@mI2K
z=zw|`c%SvZ-O0mmKCJA;am{0g{OhQ_SKANE%};TNrsnyco>~#`LZerN87gh)C2wWs
zydh&`khd0WIypXGKJca2hfu@#evf3Yj33~;PXhS_B|~ym0S1W28;Nm%Yo3!K907QB
z9@o7(nAv*@L){QW8X5nNRHIHM1g0Wp4+7gmZ+resQNW78&526Am-7oR?~?zb);oLN
z`AVFQIjvIWDn*I!3zU?uC0>r?v;!Ffiw?Y|vUG>mZxL<KmV8)3zf+WN&qQUr&^q}F
zIEAjUT-+zR;I4H1KN86N1WA&}=c5}kV#(YsAic1dr2lgw_efweM(p6r^wnpBV=|6Q
zGT5H_(ft$mF(cOjp`vGAs3qt@ngfbHcPKKTaH~MQS6qREo2vpfL%A?Gd2zw~avrLO
zM?25S-`%4>`Rd_q8d0y&>s!j+(y=*kcRYcnI+bGQqupI@+iE+VqIE1R>&ZNP?i({a
zv4!}c*AKVpro-zgU@!!mCtu~mKfo``T2c}t^bm{|CnTO=>c10+{7ejje9&t?#5-ln
zUlX0Ebovzb3JaL-hwk|E9J6?9fAz<bfaa+Qt?@Sg8)2H^@mgyUUtOO~mH0YH`JjW-
zX9w>~U-S0VtJt;-#kbpeJTx-ZYiV&*I?!kO71Ou;vg)CHC72*cFcMIps#>ct_BYkn
z^$MOld$21gIwl%4Zt05Y=j7TE2oTu2oX<)6=df(Dt10D}BIxJb%XuZ0v+7g2HhOXw
zzB+9AM|x7$r?s=TA>pCQr>5|TW@frW!$V8&c*eKZWi}MliVLq-^=K}1u2!_UO}XF3
zlLcHvs{-@lAzkeJHShfQvdFrQ4vhj3yar49@t*33{fIsQUp0CCyc!2z^kuUwT{jxo
z4zHvy%SWX?H?<r5V7tlq`R(C$M3vV+4(zQPOV2V<rdOohvD_H7f~$1ZWancTlA`XJ
zK3m>=>PYevXXNO$oj~D)S@brC*Z;KuSzLOVl{t*e9DDl(;b8>@g|iR=*mL-?TquA2
zft&5VK%?BJdX<J<`5VjIt2FZ@9BJ?5T}X7;zHo5n^*qbu?$ZG?oK)z3r6%4lGJ5DG
zoc1!Y-qOB#7j6Di7V%EXm#RIu@EYVkBY1SDkkGpq5C3ie8E-&rLZB^&dUZX*!$S?i
zh@KHPnW2XG=e|4q3n4KGEGn!X(i5B%=+|)C@g%D~FM4xN#NPG<)&<GURtsaV=P$--
zJ*Q^*C^*R%5pH_EW7@vC=7%&_)T3Ud|G!*~8XP2LllZGLZW|#sGaupv$f|gE@7`Va
zpB6L-NC_x7O5dD~G_H(ky9P)cxUDO;8lz0D(Y4C4h9Ft7mXAmY@xJHT-R}O4E%H6<
zJD!z!q7}&w^~W1m#EB^GT@JetV{CpSP+8@3j`Z*Cw5Ln@YIGEO14*3^(k1-Xq6vmc
zgGUPm&=0~G(vk8rG2mc8q-H4s^`;C(JzGXFn^hk`7l?J?j5M|mm%!WrwB9ZC2y5F6
zwZ!MopBeATgVAd~7zic#XS{a^Tfr}$NS!W^MK_C)F5&@W&?})x98iu(yE^nOme?`=
zNK%PVCBvc*22AiXdlV_BQLGgiea~Gs8p|z;eA6Q5<7i}^5*y|Bc_kf>U&rChujdby
zIG;G1G{4Iu=VjAoJG-f*ttB3hbkxuAZdGC~aNEke>d5+4YD&q?(@RN-y!_i-d9&_!
z4rE#+Vd`a7&WQ5X+qF{G!wnrh7~}^<w7(rfOL;pFSAWATA$1@8Qbph?t~b2ngaTb5
zH{^iH(C`^Z)1d0}S^)VC8GTi-Q8<y+k|E2ga&x>SQa2keSCUIbdOTvR0MFF9T2Rj5
zcKVvVBk2N<6BB>8KMp+iII=eE^Gr>TbZ#b(!@aboRPS!4CLVh#r}TFh*Ks$gM|taV
zxEfxve|L#(dp-ZbgCVGG|7o4_;g&i=63Zwb8&5Zx0vUq}v2=b40uR>f%zvjhGf*_3
zR|2x;I=z-#GO;XK3XV6-wn!*jf)fVumFI`%%W7&2Va;dcIT%3xVz_e~nJo@`LjB$9
zC%wJB!~kVhy}yygZXx7mf>i9K0vxHr``9q(_{xu2R&~t+6rgihJ-h9_L#_eeCK0Qs
z+k33CKtH|)eN*C4Qd07?<Ii-TN3%3}Sy^0=v6C<}2#!hiA&J)Pnv3pD$QspyT9FK;
z#Y}4ttidgcg1L8$mEY{E8|Pw^>YWqYE@i^8n(^+2-)&a*o$P6aZtFcw!kdfNIngmY
zzMuQpbRbgtK=F<71*I#A4(zs8Mtz@zwwL^#d2;5!b8m8Mp_0cGq7#^%Lf`&P9vBDe
z(rC~(5D0t*?XBle$HysWFA3m8l3mlRfUcEh^=gpGvSaG!&!6`@0QE2l;p*-0zdKWn
zq8zw9%MA&$u0s$oRDq<-`J+>Zv{mCr4la{7=y-9nu6*WCfk8n(PMv{{?9FFmA4iPC
zUQ&dn1oKcxU??dHK993svAK`aY$M(t4m64OJIp|5I)*hZ>;Hkg-NuNWs7nrg;d{wg
zqyv5x?~aDNYiJU30SO&x{0&^_8bZu~k1=vfKE{@!eyyP>?;aReq8G&Or`Nd*L0tw~
zCr_yqV<9$`mq{C#na};OIe(soaAf#othvWe{es!{$+KsrJl1UmctDj^RIY+V=5zQ%
z%PUpuj9XHb5UmJ~IU^WL$+1RKk}NV1#B>$vY@}q-7m3;Pyq*oJ9_4*(|0G`bL(R;H
zN_DF;qxU_opwP{XD{CBBLf2iK+SKJ%Yr4XprbS!r&Gnphr*!=X++JNhx7ur0i`FqE
zsvR}&N{zUzZcCQdyz-vsXnuKkfA&Vdw^Nns3>RmnjG|NH{6Bj!j5?%$&K=XX3;z`s
z{a&`SukFhn*|B0er{v7OKn;{mJ4iGQ@LCeVjav;Rg(JCY(7FCVYznkdWa<t16vRn_
zF7ONDtWUU8%Sa3le~X1tk_Bg4H-0Jxt{=+~=v$B2+si~a{1$*lf)C<99RLNSt8@*_
z7{Wv(=$<hZ>;Vz*L-c5I`*ucu$jx*N(?x&Ch5dv4Phc#-fGi7}h#v<#J{j*pej{F)
zA2jQ!=k$$(L~5AUZp9^<^NR^s$N>Tps%u%2*&!4B3K)s|K6`>5zYo{`cHJonb3_wO
zVr#C;vc5$GJp{wSs$@K)Kdp3_r2CPe-deeNAv{{U)iup&$bpH?1j}>}Y|f@xlmkR)
zjhaDqxBHpTfF+MX6YMe4i3>=WD?FHZCH3@WVl71y%$O0;34Td8|Gqp7%Rm_3er#dm
z8+S4%5n(aKw`*kwhR={a@>mqpoIzoC5RM39lh=N@&0(mC(KCC+ehhhEscPn?#3#<k
z@q1M|cVhpk{Iv`TwEmnm*=4QoEVFzT#K&k0!(Q$?xWT15P*F$cjNhmTr6H*Hz{u*Z
zo{!Q2iI2}6aWGxiJV>izq8?{;((hizrAr0}CFCVyjwCI%V%H^8?s1dwj%#N+0b-V8
zHzt$qZ6Rqu9-!_^uJ&aBJEU5NJ}&;lgAz2?>Dak}Y>^BtqI<(rlL92S%JBBfR7~vI
z5Al6hh2VSrhIg092&bl|rXwcs9+ABt6+baHVSBAPI4lH!jObVKmqa2R6r==Q${L}*
zPPMrD6JQvqYM)%jbrnn<ZNlX$1%Q$<`1(0jdXJAZG1VZhKU6~ZteKSx7981<B-+eY
z0wp<!a|&aR8H-*3^N3!`IfWEbEVmUud;L{0Q0zS<jhje_7w`{df_)+NhnkEbBJ75$
z%=od`#Xv(G<{je}Ue$(IQA&_-JIFiI3+X(OeJF+uLIR&4iGa+Z9E1W9KWX&RAe|hB
zsBu+??tR-=YDoE0SeC_>yk}<HzEdwnnr`nz606e1RjUPbx7AmP>CD!JN0o?<IknP6
zTw!qIZ1GtwQ)#PT+)Sr>Uq^jwO~8)NZ?6@;GOD}Qee>aC3$cf+8tapLbk=#_oG;x(
z+0JUPcHK6iOsiOmbI}fu(YSx&P7Yjl5geHB#ihs}yn_K=l}F}%S(8_r9SkEw0jt8K
zp8@Xli-_>8HjMjrm;RZSRq%`@%zD?5TL4IZ2lOu3(AaO-^*vR$0Mhp)G_(pS4>tHu
z56W$DQ$*+DWHkNBiFzd!#wO-j4@TooCge=FoUq#h+n%*wVH0-B@0igyZMsZCPGMRi
zGcBvCPI9lKg)RvvX2AT|2c57-sB^$4G=npuLS6J48a~&SXMsAI-`%(fiJQ|}8u<2i
zT3ef@vornj$vjXC*WfM2o??*EQIxlKi(K1$CU^ppREh^v3`)`?`^CWll$Xbb7HgeC
zx4WLGi}5)9sd%5Bq+^Ip@~KWNd!bXfz3Jh`^6QmiI>onf3*M&`P#&nh9~W9*-!DUT
z@YkU7T@RxSme$utAAHz-m$^ZVQDl&<RJ_wRP%e00Ww-UZ`npK96ieALXL`}bJ2lnk
zph+s#e;fWp11A!=7f^KS`us&n(T_+YN;0CzhI5PJ3LTGsM1;11`F>P{(B!9@wqNGe
zJ)31^f+9jDA)|j2HeC*!ua_=eQuxh*&`K=FRk%Uh_w4y1tr7*IhG_G^5c-9LTz>7`
z`V<0DSDaVAWVj;cu{i(uaSeq>&HhHsqW}prnAw&SObj`WCyC2f+<@oW;PQdpaNR>i
z!rC$evCjnddNDxNRBfhdX_S@gW%7~Ic==@zdc*68*1|mz{va<an^RU5a;_cS^f5Hs
zvw&E##c%%Ix%ww<3tvIk!QoawCU+b;vI1<o@MMOYF0uvAyMA$(uf)19^oi|a^wi-K
zDpownFFD3%CZ$_6AKqKClUcXTUg?M88P8o}TwQnkXRHs7`i<({9QPV*do;kl=u+3$
z?{67<QZ9>z?e<jLJ65T7NJHsj>dK)w!E<*j$pquP3sCfDtJY*`ijezVBiZA%+w&#_
z#AGHJwrh5~1<0Zdq5EvZCZfP3Tnb)+E3Uo*HQ8u9g6&X#fBpIuT&<h+;F}7<F5#D+
zeY0j3BvZDdIt<iBeHP=uQtkZJumuW#dkFpM;GOV0LJ)L!V-peha0~d!P8lM%>4<)R
zItscUS3^B2l3?rV@$x<7g0Pc>-~@2T@%ePeL}7AD3Yj4b3cz)G8Ri2pTd{?U4aer@
z=E&d=6oum@?Al@=t{{2T)N@YJ&U2{e{#zlQe^ATJhRGZpZui?wXH1_xrN0%?fpsm$
zj;#fAt7o5-uiBwK&MW8;u~I}@=-z6k-@5e48=Cg5XbmiqT;G~FR$Xve{(};`WuXhl
zx6E~&x7tc`Pjaa&D_=Exo+)P|zC9)asD?!etGXCERU&4_d3Ega<xQ|al8o6<)c+r@
zeR0OnhjHj8FjS=k<ZwQixr)$4l*=N&?kvDGj<aJW6yHP^H!@;ORO}*|KemH}Q&dx9
z!XYDpB3Lvjp%KT4l8VX>8JX<j;nlRXWXuRjctr`<bIKU8I!ET0WmUfGw^=r7X<C%?
z5fTt`r02weNBVOB$W)&(K5xWInw;E_ZO8$%?!v@|UEdUOF5r<Af`lBYS{s;{)L!<b
zB>+YzE&wz!o5>>we{McDIVb<+Wg_Arx#Gn6h^&1og(pmq0aD2*hhiG#-kEy?Vb&H{
zW0;M{j2OUbpe0~96%1L3HQ1FtK4KjNrB1pW>FuU)?P~Bg|MOUvLz3I)h8J-f9XqzW
zVt~#Q^#nDEo;cFFJvvEBa~0=YP}_yE+^((hGoo^ady9TF>Xz1;+0aHMP}^-@wQA$H
zgPU;Qs1{PYjWWHZVwyxmhS^GIxMrxuj7;7#q2sxR0rrG-g0$Wh+dC%190lDgH6~L#
zVY*&!b}Kqj(!4<Jf&Sqjputnej~@^Iy^K9Nn<l2<+@no8P%2i1>}P<k3Ub>T^htyv
zTf1qW4w?N1xd|Uz(E&!6prBU@mCGhzJjrw;jlAw4JcY>Rcyh%2A2)2blaLNf;u$k<
zHAy4BXcQ4Sjbnf-iE@C@xTwIkAlRcPHYS`5K<bbq)!kZ&wtP4fD{$}xW2}m=%!E?L
zRl=GfZ;pH<BALN4K8_KLW*EQ}cv(MtAD%XnMoJDeJjA(G1JO}YgyVz$$HSh#lsJ8G
z-diAj7_5}k@VgXL3;(?Ai@1=WseJtSYB-ssVrS0QAqqxyz388^J=B?TCP~3E`gjX6
z&Pntg9(Q>x^1{-M|3q+gYM0h&)bxqYq!jm+_T(!sIMU7@e7Co}y4nEFF)E_K)Dbr5
zo2gg~zULtRPCoNkS@HXAOF~v-ZTE+lQ&%QNHptzTKeJHH_pnX@V=v2=gt!d-3o7hr
z&+g2==4UDpmfQH2aNlN<+!uuc{g=|p`Yil{gXzx1?-z>dzR_(oO`<k1IT1>syI=2-
zQCj4ASisg{;4p@!^*co8yi!ul(&CZZMRI<r!7P~%y}Y*G^C!9Tn7Q38yf-2w<ODGO
z-P{kqY0@}Ge3sncSFyoytTA`p;fk$&c>@<JE%$9+(6;oZ`E2usu0nkC+o5H@rRCNr
zB|0BrIs>VLMcX^iThgd1R0!wh|DF-3q`vm~&7Le5*-Gbq6&`%TCbyDeE?4o3j1J9h
z8@rPcJTqML*887hz5B@Q;S>k}0OH!Bs37GQLw%zpCrW;iMlEX|oNv1)r8?~=*MbLI
zR^}6geGcQYc`$9p&UOB8-1hiRhi8dOr%v^?TX!0Ou;NQ4T1w(HlC~b=?-;Bytu4JF
zNhfm|Z!+qmdx`J9!P^T{UmnmLGGwlm+^?%w7ox2qv-l*zyrc1U<Lg)DX4{u;L3@b=
zl&7;Fua>UUet6LknaQH#_eiOfyYBrF%q}d%$%5lV+-4-HGzjpFYv8lp<sg!CRN0@F
z5KW|(b-Sfn<A=-fGC*@eWcmM88ZnF!jft~qWOOBVqi_<xUwptc?KvngQdBiGX@~Un
zW=!6ueq?^pjQV5IRaJXuB})%4mok1c8@rbW*`^L2a6KhOC3(Q;2%R`3<lDMv>y(y-
z&^wO<T%_K01fH&a{V{HQ?IR`I{V=TnArJj&bBZ9k=%qYm*?4%gs=u87qn?J~{7a**
z63rs+0Pv&cTfhH6=YDU$TZ;=}JkK%s`>#Ql>JAyv^&(EA&;sns>fV0tdFIkG5^8NW
zh8Kh0IY@-|-LW>lv@2$<)#8dn!{XA9b<0<86%lsJ&hEaoW`$-8W!67)%X`_m{S69H
zH!caWK|yk*`&mi1b*+2A8+4R>xxOJGiH}2oESqXtH5;HHj6E{24Bzgb4Sl$Q5_Q!U
zC0_>YM})zKlM(d<_GFI_DXkQ8ik<`w4apvvP>nN}<bN##BS2lNPy-yPK+KCNZ};sB
zkN*_h@)KE|q36z>BlSTn1@EN>=lI)g+s8GgW!g+vN`&hbA9rdlrFLIXS-6z={n~d*
zK;H&OHaN~@r}jQ-;ynIX`mucD;*mzVlI1F{mekD~3#j#bTju(GWo0ZJG`1gE@fH{V
z(WBXim{$LkB%}b(dVnoz5AZ88R}C2g?gQuriD5+?y#l%*7X;y^wwg*0UfgW|^DqLr
zF%g&%%2^|{86~NZ2kJqCj<vYQ=BEykv}2PZvsnqqL7odTnchv8MJf%2o7ZO9%(5kn
zTMNCj@MpO#RgE#RNny~?<%bdwIKF%L?#3gfg{R-kioB<0t(*)mK8kP`&Gk{Z*m}_H
z!>Zcv^45p9c(AhQ^gEwk8$5NJ{=h@eTF2Is*(>A!u#<VO5qD90WQ=AGrw=D&%|bm)
zMsQFe&K5EKZjcL*EMY@Kev<8v(}G`ExY};%(Z(G%{lP{k(5sb8_hKo+267le$XPPg
z@ZL<jx^Wgdrg0FtMBso{FlQcW8(SQg`FKo9F#j+e7>#FWE8>-_U;i1XQ}?8kPiUy|
zy<_22gzp@DHE&Q=)zk7WRr;v}ZtQJuyV>dc_TnRLcVqi(pOTu79S7McFsUxT(q3bx
z@u;2Et+KCBf4AIstLtf!hKr#q@)d8YaW<wXC#mWIhz}hiE1tYIcHP;$<#~Bx3bYz&
zD!`fMX@aKyDk0GTT%LsPX}7Qsp7yMh6ch_(rzG0X>pQ~0X5D5^i_=L8$qm8>bpKlZ
zGAFVgD1gT$%Xtn}LB@|)o*pJdutyZ9IC8I4qbA-XWvu_)XQ$BD5n6i=Zza0!`9e2J
zSDA~}@YdY*FLggQZTuKvIJovr*p`BZYOd?e{Z)FZx6a9jt~2*r2)rAVH={o>kZ`hP
zzsH+?3A}E%Jh6_FC^&qdM7%ggNg3fy02YHPmW)q;ReqB0ndihuC#qT|U%vWO5?Jy+
zXL=JSCnxc|U^#up^G2^l>gJs?xu5~YhS7Ri+*V0=4{|YP-D38$tNYlZUQBpBe7i{+
zn{hfNwUxxqaUi$|ZiQad*sp<;Q|TKRAbXE-vrQK@Fc^gD$N5IGYVVc0ofPbx<9Q@w
z!E~Qz*Cn>MXLuNDf2#&w_}+D?+WF15Ly`sbtj{blW9(ZIRn?^|7c1|Ue{}P)!uON>
z?d#Yw-WTmk1Cv1|reF40&llb13<;v`FewsC@AeQR(;4Z7MgL*L>1|+|1^qTG^%eDb
zkCe{-?#t%Ch@lkwwUm1bI{)dsNaanttR6lNT(Vw9X4Kkq3C&|L(e~gYkEZvm0~&uF
z{5WVd0w+t4rn`iOaudr@ruEq9uvv*>o2dkU%-ZK0ZR{g%Z1j}Bp_b@VqT2CH_V?Of
zxmJt*_X<U7#y&f3h>Ll%z|Ljm??3jYjYHw|RiqY^InBB2jvhO`gQP8x**-){gXYB5
z#}&hoKObG6WZHg^s5|f8JqUt+C6Q%dBQZk3B<FFNl#x+)XALgn*&KZZ0TT%=!f%QH
zyssZ6t{6O&Shtics*-_;FcIgnot=_bUT7(#m53_rAODstnO$_Qv`}}Y%GSU)TUQLZ
z>UG+!ny)bq4W0`siZ8L+$ad{}_ViTneC6q6<8`@nS4FR8?t9xWvEAZEh`eL2_4UBF
zI2HH)p;uuD0RVC_QRlGVaxIzj0zj3$MFId89GKE$(@6&pKui<`n`Or$z-3_PkHf=j
zP@!Sk85Jx^Q9zc-;E4_^B9|fKoQWt3{s-5DFgOlW<#|*SJe2w{-1~hxa7r=<7Tb-3
zUk^G!T|B&i>;a@>+x-F-f*20~{G7n*t+cQH_W$tp9^hE_{onYhjZ!ErQiO)gY|)^I
zD3vXtC@UjmtE?!JL=g><lAXOWvZ)YdWoL)%^?!YI-_P?qp5u4?9Y@{w)pg}`p5M=S
zzhCQJSI4-kE!oI_>R1BAd|%%NEc)+Z<GSAMpX+zD{6(aOOOR6Mr;&?ISO{J_UPyMn
zOnGzaU^y=%69q|}S6~_@6Q-d&p@bLMLvl7@d8K2cDV=gb!Kcw3OsCbo+k8f7cS?y~
zDtRS;gL3Dmi~&AIx9l^0?zZu2`dfo-O)8spC6_iiW!rk8LJ!(2E}r=_&IW=GQkK=L
z=~f|pLtQ@$S0g_{zej9gc?}T8x`jR``D}qc<|E@S2nY`!ZXwt?Y(HmzH$xLcY;suC
zFWqIKOaavXwp5ETKw!Ej^ajc5A=)^!^JF^fRVfjOgGd*N4VnZ)ycGv`d7#@mIyz2K
z(e%Hb$W7|(>&;<)ow$2-kdfqt`o_^YiEMm>H@KmZn0Ka(W;E%C&Z_OUgUosN448EU
zP8E$5McB;Slv|BdybvzA@tE_&LZ`dVO><^>UvWK3>>075?+aX)PM(%2kNWk$unDlX
z{Y^dc|MCeEQjnbr=$Zf&Cmjrd?72+0ZrdgYoqx72IxyLv<mQLzee(e;VU+D`)Ls~9
zkc1f0$>ElPmNW?LhruQsA3;}ThSc@v__u6qK_lo2dPqeKtOK9hg}1|>6Mr%w%Oz&;
z57|L7^PX+h37f<MB(su#ucrkrp}UafC%cqIweH%slb#%*>rQQZDRHK&yPIM21t;5|
z0Dy*=N;-9yHsoj9NMzXE8aS{~r|Zg~qs@`H*m<jn-ZjnUTPb3m)UU&OLya|J<|353
zbB7P5H5b5*@)R-dq?f`|1@nKOjLkyn^)NX26!2q$djmb{#Sd%<Gyq1OSd{@|j9pNH
zrV0^@+u-{l$R^R()<xl_Ax2n?ma_sRmxQtvx7TN4A4A+rk68mU51<tzbHRw52o4?)
zF;?KFEP#}fz;UP($iD;w0^05Uw^lFjTLjnFzWG%a(cUCtk(6#PT@Zq@;V8mLI8Jhr
z5~D-cDLjEh`%|U=x<d;E@e{kO*bBFY|AKnjXLQ@$qqu*(om(aQE$61M+XQTn_V2jC
zLL2y_D13IiOr$6M@6@ppUXwms)jWo*j2GumgirU}Xf~g|uJDY3sbfl8V@6c4A|hd5
zsg8W&V?)&BM5Tt!M?iGSaQ3(oIZuehGf-Jd9#Tre&*b#Z_ewA6fn7llnD&i<34h*6
z9{8R;w<9C>4&$I85ebmk^M}%M^#B+!CPp|+#w)`$w~b$a73vv}pHM}Tgm*H?23Av`
z&|x;;H3%65jsSm15bl2#z%5zxkG(H6qa&%1-Krx4&I3IciSy?&1tR7EdEf637p*HX
z-kFRM!or2cIQzhf<=EBH{Sj^L&tYEo)cXQ#1FppG7M_C~+)B#AUV%s1S=DZHysZ4*
zzyH|*l|7?IpKh=+#TcA>Z^k03Nh{bH-(sO!rc*~p8+j(jLU_3BN@uvDfYqRk`?Y4@
zC4u?_xeuML(^Mz$9S|*il})JpFeNS!5ZozkhROCuBBIZg$OvGd5fxzXN^5FL43pt0
zP#GQw>Po8M8P7FGp9K;w8kQ$)7LvDn+zh<QY3!;?=-0@E9`cWg&UBEfqRw6Qr?QnC
z;1tY~A!C2v$7TBbUj&#fI*I6ToidE>m5{uktdT|m6Qk!gOe9tbw>a70ji$mV`_2wB
zSizC$VO-YiGB-pl5AW4@AryD7?dyV(@hW&yJO^Ymkom#y=8vFcL&fa_<cmZA@U0(l
z&Gt9*4U-FRk>#6_k?`Y<VBD^H^T7@JJWFmps&H|pQ;bYTwnLw9kGK@yzxQR~4Hv6}
z@Q13;N1mp)Bye&(x2`^G#yYCIMdJx|{=ZiH=&f6#oagI<o6D=KKbs0;pjRfF;P!$7
z$q9r1iQ*EyENVZ@rR0=e>M{%nlf(PM$|0jbWEq&SPkSJq?F1FPhnLqM#7JOJ(8Wl9
zoJ&O1mw;`Ig_V;mL&WZce*hL16B9#-&+=BU(wHlF;}BbBeaR(LO7)9rMkZmqZbZVQ
zaOeg%au7DDfsMwI6^F+{!rzEC0pHysLz}qYkbJ-or>JJy_rcSo*Ax3VBdN!aQ-#so
zcXLV4pSlF^v`{fylc?*a#ot#l#V{@LWILz$$zD@GB)lg2ytIg?gV@)uCR26gguMzi
zQC}<76F0bBEL$6tuqkFQ3dw@Ln@O%qE|6YonTFy=<TI|@M}Ct0Ky_dduB2Ih#~p|0
zW&*yTde<EsCD125`$=*JZI(}ACj48h>OtJrnQ3%ukHXOl^p9lAw7z*QV+{Kx8IWQR
zq)n-D82!Rkpj&{@PG?PG<Cg!Gr~vg~kyVkF(1On;<nVQs)$Ged2V-X5Ed~^;Fl)Ka
zgy8T%tub8a9my%GT3DcSS$<#P@(Gn>V8i|E7K`s|f!9akS2i;}3KWh=2;D{fQB0WH
z?CQ5q2dFQ0-K;|*YFv5;4ViU}4NcNV@%gm_wCcbqy@rJNlDZQiFE#Th%(Rg+hjJml
zvVkZCa1KEeOXY_9C{eF)4H}B}BQ5|r5;1QCNucUbY!Lk_pi^LSDUDKI8+M)qvWhiy
za5NJGe#mSl0vt#=&)#C(iGY?bi*A%d{9Hm_O+!4^0xz=Vmt)50M_I_Bf}Bgc4eD+%
z9-&?1VLiE5=r$PT($W&07r#^K&&~(FVRK>6_3u?a#WOftpVf3>WLmT}BFv$H2VJb_
zYZp<9>qu3Xg;M<?S$3<;r(goHyNn<nC#*XVJ%ZZo5SiS&6M-4W;3KI7K1xP@fs-=;
z?{al`iAdVem)-2|(l{{SCo%j2|3LB++<Nbg0?c_1{ULZL1%k7J7%l(`ctM}vw2;sH
z-n~!8M=V?Xuyh{<1$BSWwN%8qE-NqB2fldKg_TW6UP;OCktMl**o3@mg53o|s~U%F
zM{MoGpFFA!u4<3bYqw?1yKV4oJ?*F+IXF+znn!Vaapq9GmELX~ki56HDel!k&5{=2
zk{Oe!ui{Ki-?o2Cy%glZZS_t<b??^QyLY=G5Qxn2PH9X9R87WzY{^x<UQviJsAP-w
z0+l(jbF3KNQM}6)Q$WdtRiD8KfRuQXhbEq}34O)>)<C%QJ%xAo<hp(Grc89bcE6FE
z8OZ>shC=;<l(IUJ)B&UUWt(-;RI9ww(2ibK%2m_k>*1PY-ohYxvpdR8ue^D;yfYYO
z{5w_2sc`LwkK!U__ur#^(oZmvu1cc9zdrG7!EqTGrHzDJNjY+(HT$@H$sO=%kU@ip
zu)-CtcH-vpC#A9-S2ZabNW=;La}I>0x&bEh1HT{S5T~~dSa|xo6Pu;4Sc_609_-qp
z&T!z@Di0so`Quj@y}j?=uX}C7J@!eTLsIh5hhtuE1GmcFW#><SZob~SjJkPv^y{`Y
z=`G;}O>7;GAdN-!Mu*TOIRrmp2=D<AGnxyS7+^o>4F%I1A2qihaX5@i<BE{Xavi}I
z^a%hsl9is33{4!BNeD5dppvVAG(_QunxKG^uDz}DSF^0S>1Qp+K0VXf<5JD%$4lE?
z>d}&Syfd6~*!*i)wltl-<x|VZ?oDTTQ;N*}>Jz6;?4r{AWUrLoYlz<(@U9+(!wvqS
zM}EGgWj|7@1hc*j+15gYPptN6<F!n+z%E0>!vx%;<sTqs^=D@3*G{mvD2reQkpOgL
z1iF*dYalyH8eZOGO%@AV6`)-GbqAAe;ccO#7}vPw+PCPVEWQ!h)V}#AKbFoF3Tm;r
zs!dX(jmV*?OH|J}^!%kJ)9IpU7^A>-OxbK>i%tPmc}thLDnOSo{rvZ_2u0vtD?zq#
z(H!k5l)i*n^=D^rHM9l*r|wssP%1L`CTvd!7fpSlI^BY#4fl#2?)G*~c19<HGr0z%
zjB0->PJK@lee3Qq{eW?cI}?4I=%lm#fhwhNG3%)K6aOYm9k@JZLm^TPD6vM(Yfxn2
zvVdYJhI(vJ>CSzp*i%O8U7<k<4|lK~*j2F8{?ds0P>jK`c6Zs<>PnTYz9+w845-MX
z&t=-QiQ<Nf8j%LM8&1k(qg%aS+qde=nB4Lj?3i*|)KWl;f(yQNh#dbwK1oT{wwl9b
zq;Wm%`wGFr0&}ZbQMLd9an+KJDKU?J^^g-QOX;fFxkbEV>sA(tKM$$uVaU3-j_!ro
zU5mx$pfb+-#7)u|9dO#*oQDF@sveFDu8G5Gh3%BxhYo#E=?HumT~oOP?&U_(3dy$U
z=tr@!+?QMzY+R<>*Af-%rAwC*ht?NDvk>#__41t&;Pc16fNl5g7hia{nx|=1$jil;
z+HO78n7B)aq1@bd8b6<v=#vCWP14y@1L}iuHV>a<Y@oJX9gunC>2%Z~rN%Qg?my=<
z6l}PQq>GA*e%%xo195cpWoTq~w{2EVnLmaWoj2YddOk=>aA_+BzGKXEeBs-}FedfH
zCRghN{Cl%F{9<$;`PfvfrzQ1Bqy>uaDjb_i8PU0s{f&dR+@k9wpCwp?2o)YTe#mCS
zjbMn24J+o3WZ7}OdHgKlcl{u4v>^F+277X^Zd-#UuGmzV1V=H`o$_Ekin^dRv<(us
z5Jf57Pb#Nh)>KMw_q@G4HyIRk$oc-y3%JEFw3`OkW>>4@$Qv9Ra4^k@b1&}=F?k$f
zgz}pQmiHPAXWfT^{Q?pojZw&8)7EAw>sHT8j@{4iY+|Y^57@Dnte)dNJaR`gOA7Qk
zUdgje7uI&k^}oa#+QIsuj1t^*{+3oz10Ds&BtaVz*v};*5{y@+`hwV1F!%@AC1Z}y
zRz_x$sp&|ZPC{dXPsoV{vv2Wrfgys6o0PR+ZKsjIDn}6D^*D3Nz&%bhpYPkxzn{yI
zj%jLiVs=2LZbFZbt-I@k!6<*D_2nstYt473RSzXPe_ZXBpYkox0<|LjeB!~oXB?A7
zZ|;qFdlu`AKHz*C)Hvu9+#hXOUenRrB5E2i82mCqTp?k=7{5DBLu7I)5`jO|#p91o
zKe!57ipX7%>OsUVn6*aOVmoOJ8SVv)8jZpMeksECL)%1j>UpOhOx^5B?bYv@UhmuZ
zM_lUu$;cHnhiE4l0k=+wZhlC8^m(P6Hji3N%U{zSL(Vx4S`OWxv06H!5!+M#cO-K8
z^QhyNiqNyXU#w3iY`Yl^b>fV<Ffb9!tx<scnwo~D1Ev0J)QJR1*T#UO$fzh7KOYNB
zB%?$jsrY!WqR@E}nK0;5Qq?%kbO$#BQoA^>q_ol8k;mNbp<UBDzB#@f0W|ww`W1ij
z=6*%z&e*eFZz^u+u#bYMp2(5V?>$2iIGj{DSg$lb#d-v8m`lc1LeL#U7fycG(*2)r
zFff%&cgXMeD*S|eNZ+z6#7A~>u#w&k88smg>{_F^f`BMQC2-%<r%#Dk&JBwi!;I(H
z8Uo7oM8_<)hUn?3J4<QEMLNA=plL|7`1y(1?X}-_x?9f%n;&T#7rfHC)31(K>+5~#
zwX37)Mqc+L1s*+Al65h!f296<peyne)Hgp42>67G9umIg%rLzA>9}#|A|3&Ox~Qhp
zeMZ&IDB~TGIN=Dxpb=B3#@ZPtiH<B8-FGYMRJJmjKb36DKUk@-Urj<n=;QT|c0{F%
zGg-F8)TaxZ{yki#bjbN$^q&`$YSV3>MkJ2daDVgfV*DVEC_pQp3?N*-gC>Y0jBuXZ
zj(Z{+2_YcOw*|)hKEds&NA#r^PK7N0&{mJ;$LJhXRhiI;N`OiVw^Idm%ZLjIZPz&D
zHp!Pit-$;Z%Wn+|ii)cUeJks?fkk|?8=PiOe%1gUy05p5wEL#eF=IUjgoY}haoLUm
z52_|JH`uVc$K6Y&27h!qn<f7!t*SaSC1kwUk*AF6<6EO~Q*+V363*7|?Y1Wd1_TGI
z4VsMVUL1Y;bmz^I*|`!*V;c7-`dYutGdos>kC;?Q89mL7&iZW6z(kQYYb|^z>`?x9
zn{#}<;%u|=E@wlbz$(LWn{`)(QCu_lUo|pvT$0vh=HOn&XN>9abO2rmAgTdI4rKyi
zgBSuAa^|HldV^i)5s%>W(s;9%8;InJqX6lBm@xx)7f!lXVUDtznqI&r<bWa7G;Cu`
znyvkfjF+)R5ykiqB6gTCe)Q;3dA;kI?#hbKz;fl^-u0>_0}eN`ze`6@%8dA`{n6#K
zmB-C^s-<RUzs&NgKds-9R&hp4;m{ox)n`|}8+|R1y&RU#TCr#4pE}E#n?FV#zGI6l
z{yL>u6<PD4=c|#bHJNzZu;(!u#^}uQ&uegDCEgtoKga6kg@dRjjt9tEHLn=k;r1sg
zC!h;4k4+4(+zMC3nYV8e!IbG~XXL-t)>?`$>slbW8O59mjJOen@Zm=83@1T}i1>j-
zcJJHw+ud2dk9*jOnR&_aW=v0N-O*FAHl-W9*&1EEf3q)LPG`BC^pMqfQy3K$9V6Au
zn#rS6)N|K0D<0h5DY8aOK%vYWyS45pK*m2d>z3D^%7%F!y-~<K&qMA@7CvKZ;|*wp
z@c3drmnsc5n$kd*LohD{n`e^*oX-$$K1I9?=-N)G?zpY<(CPjo7l5PF9fipF8o065
zuj1`pG_!UX-G0@yp>xOA&ah8X_uo1}36-t<ViFX+eC&=F@1&C5=8q+ep68Bp@(kBl
zt5z7t%s;gEM)4)eY|5bL$BS2D7P9k94!I6j>nr;mYmi!bp`>Hq|5$CceFB1N|95Qx
zaj>iw>wP@yYYxxwn==N|!pW~9H8$hKk&%@RirMIfE0{@4%Bo9_fF}@}sKmL;qID~8
z7DnV5E_Q*m_!!UtOlcd8Zf|G${_xpc>)ktdj7<ll-=AKnd^X|rAY#R)bfZIuM|`v7
zBSrM|m`l0R4f-1TYbBpZ+Zj>)nG0w3gthc@W1nK1iBO<a+Oty;8ddb_m+j9iU%d3L
zzwD@?$++KQ&ik<is(%c2{P5Uh*L$5rIDyeksr+t4-Hc0bvRZ$iJU|Jw8CPHemN|Kn
zNzBEx?fUu6Su{VG!2*=%VBXQu7vY@2I}R+ycE+dic;?z&j$`d;2}<d^A^u#);n+<0
z8I$pzq$?D1df&>L4che%D<Cf&r&C2;wed$>_9yVYw*xv;eZN?<T(Wf3U`c$9)er=P
zBZ78>Nnx}d8+jb(rS<3SMi<J3aP`%Yu!mQ&zUhNW6*Meb=@u{3&Rho@P(-G~k)%L)
zPG1^e(#opcQc}4p`clvB8JUJPTb-#Kj-NGt_dDurmKbw0jf9IQ``UGHS*qyI^Sq3^
ztT@MfwLi+lX*1_aZFBXYuuH|q5O*?-<&;d}TdzFCnU-ad6YV-8vi>d#2y$}cX@~XG
zURYiN<;52q0{eyVa3=?U6ym(Uq#ug2G3@^R^*n$$PiOQXlM<BEev-hlQ`q#+a7}6H
zFAUBpGX5w4P1MLD2#f^mK{f@s7K_3S6q3i%jdHkk0WDcKXui)^1T4SGZoPQAGFmXS
zMgHMv{C1{e4w_2F`wHEJdmS%j=_K@-fFGMH+_>^=)2?GbZ|A(RJ%4bYo9%`p6-Uil
zgNr|zYF(5C`qg0#UZm@ZmiZ@iG3acF5Sa|YA(BE)<#0u;NsFwOW~cGxp(8|*gZx~=
zU1A41vE-6l*ZXlkC}MJFV1;zSKTn!>r|EVt3gI~*qO$&RHFy-26ay>k$eB%H+`h#H
zuxeOlXhR|652ncvdC@2())IXk3a_%`g6zaPL?~1Yd8C;jm=591z~A#Cbhn21Js?jx
z1^Y$gN0Y7OXaXo1`#40|D11AU?fpAK+;=cO-8jL3n$|5ZZ&f~%<GlP=mL=2u=Sdkc
znR_YcOfqhQuDW`_vjn+?=mK~^4@7ZY;L$sAV0ME;xs1Du;D-b;h6L>)3D+Z41ZX^>
z@Y3~K4!>sO_ybZF2`OaGI0WHN;I|=Vrz_-}#=9WIGdZQu$M#^K$ENIHq9ApS0CD&X
zyzsM!EG>+<5|$M38y~5grpAH&z#F3ot5gM6+%#@pB9|l+g8^2*Pr0RRM6lg4{^k;+
zi>p@0q(|3X-XMPB)`^;dE}7Db-Rb8dr~b4LUB?nOO75ig1;BQY|0s6-k^l%iz-Bd2
zA1NO_dNiODYIzb*T8Hdi++r*KKn8UdO@a#|1^em#9cbmHBgX2KFw4)|i5>_-E??XS
zo|s0W&9fCZ9SMad&kzEsZxRQhQR9q*O@H#!9Gj)p#@bg9vIS11Fm?Oe@_X!Uw|;88
z7Hss;^`@?=j84Soy;drIhiE^}Zm{^#9wA$I<NK~BgHz0{p}MEn?$QaB(G%V-s$)(r
z?XJhEIFTTK82oVY9CINb$s>YZaE+w=eKcQ)(@N^6Isb3-l@X#197HpAPEhJ#V3;_#
zwGFhdk8YrS?_;iTrok|hOONW$)YikfzgMW-zi_AdwhRl8)}2(<vlJuY`@g^t&nNSS
zuKXdaU+_1FRGHzB7lZx0V4MXB4*=Kh7C#>!alJ?XJa$eMBTw8J_CKf^{s$S+o2&|P
z-WDLoajlv0xV~h3+M-)=P))05_)h-B)O~cUJWcoSg`aty6W{RG&jV6{SBPOaiFTH#
zVH2ysxDXBna_RBmrevdygqay-UOur$59KMTlj*R8O4c&Z@F2g){|8SyBhEdVDCrfr
zd(4tGR8LQsuhKz9$yhXSyJp0Iy;;re$l|WgqB&k^3**X9Gxw|Ca=iNJi3bB3ky_ND
z9+05}jv%QF=rnHmccU@_$Bt7}#>FMqE=D!0r5cH7C(%$U_x}V<Dn;rehygkH_%;>t
zDWz+hLa{;g3TK`j-h=xK=1_tdqG$3o8?nl`g|Xs9aRmUf=<{a*+d*|;|H=oJL(~GE
z<?{x+|4cMkOH2{4xe8Lu({|=dIA_6cn~fnDs8t({_<cqi2YFuIcM?$i<SzP2&-RJS
zBe^qQ4EN59H;vDZ@KT$K?(l036@8qvH8Z$XHf{Razc#CtY-~lvE<)I44#aih7dt2C
znnFH+!Yd{7PLO^Is_B&pu!?|XDTSZPQl-HKLCXZD!K^*9F+gAhH%`Ja{1>CxaKu3%
zu<5fOO9jNg_E34MXWrb8SR(d)``&&LBOgp{v@()GQ=1(IJ`7^AbB1+q(zUN_Xpm45
zA5uEtvivYzd!Ug5vQY_Vn+CG{AWFKADOW@cKz_k4Prq#&8G^K3@)jRt6uES2PWe3+
z^fFQzC;2EE!yOSyj4_rBv&Sx{_fGVTyp8zs#qsSiTg9iD>u6KH#ObY~XiYkjE(KnE
zgr5<K4{@^Kd;)}l&X$BJK{SS5Zh00YPQJ^+j!)=@pr=H2s0UX9m(38${y@xt)YR0B
znV2N=YlxWj$W(J7++#CDdxQVQ{02w$EZaj!JkftSN&YURwd7zY^JxeeM|{^XzTE%&
z_ojJ9_me;$9kNf0+GcbLI&h#Efm$Vx0qU(Jv=`xy!(!wYD0gK@O^ApO3RB6Y`SJgJ
z0t|9es=-^_oB|6==<i)%@ZF+GH=dn(^-J@kHB2>?Nu?(~T^)}4m2~!f;KdSxYM$}b
zvl#f0M)FvZ@Ib^y&<$Jx4+serNsCpCDqphc#qAUYyy{J=byf>8h9hwr1Jz$1FCk;q
zF{mg+%Gu%N0ycp##sA3UHr4m_S+1a!Nx}-ADvE5s)3^Sa{1?k`9B9Hk1PYKSNO3N*
zl?))X5fuQmTPtvi8{uY?@>X%$Uo-qvuieVg<zBLh{64XuFn)%`5L&my8HE-7XNqzK
zcb44N))rnHmH*Avbjox`)lP*#ih7XKL+hr7_-_wkfOPr*jvu^C!e7t&YgmJ1xuMyH
z#ZL3LIx05eDg%j$hMZyR*0o3V^<Paj=AmJG3{H(qbV;}DEN3o3?WcUp38LQChK!61
zv_(%cZqUbQ{9QP-`nqH({|;J}v-Y1)TztTSwt`G3g3LXw@k%j2Op0Vj5UOPdJEN-}
zAm4l{5MxTd3`|xu*M+xnfBIGGaYom`%vNyn`Hx>~=7!l<amqaYDci6DZTvfO`gtqk
z=wAJz=o#Z7%@i^x5&uX=v%p<h0R4w3VtR5a)EBaxKe<%&s|!SO<9s}+sQBZ_%gy`C
zN6dLk^Duty?X$SZ#Iuao@Wa-NFdgmuv;@@w8lxAd_5Wm@(-#g+Y#PFo6=l9CP^>i{
zQ8m1xb2_zla7>4fEvRb8ibK_&d3o;a*H^6?n%Z?*`G>-Sz+P_PzKstZLO#qT%U2}P
zYaL8D@EUY$j0(|&Qs7ObLiX;Md2l_FuHLi7GK#C-;AML??V43sSV;Tv;0;Hz$pg*@
zKx9U=YB=5zzX@+yQloHRUmx+H;f<)?u;|!2#;nBWCvDSnILjGYtu5CCzXc{x=!~2;
zhHc3IocH~_>*e<XHecUsm<dPjT61|K^=?>0?y-w92LS0E!oBLPw~dfGkiXfdRg`a~
zrgepP!=a#)B;=!5q>!D60WKF$saqY;oOvD3{!j&a;z$P`d}8d&pO`Q{v6pN1)!f==
z*7wy10<&Tq29*G5YOu8{AVQSI4y9#TLLHlq3aqTMvg?}y@5H&s9SW&VTp`ezX;Vq9
zKN)!-W!s7<ip7t6EeqQnw|TD?{7Co2`H2jnM|59B`xSTOO&ugMHld&R%=p(AO3eLg
zOqG^kGLaW#6A%<6pW0l~0p%5JP#K~DvYOy!6Y|Q<d$aq&TCtM`$7l}J+<N;ivD1#)
zx5+%~0V$ji9!+L{68iu)76s=7A;*F%WU;$5CcbMqGk=)AQycE};Ibc7sB<m*n8f5i
z1$;@7HeI-#AG>*SHR}sKbDjR4lZZ?|BPXXGqjS^WpOa10?Y_2z?m}*;qgPs#`K`0{
zWYn_CYIrMb3d~$DXja{GZAeFq&KpQ!upc%=*J?!i$zB)YU#>rtR=cRJBJY7ziwZm$
zs|dWr4?Gj?Y6<oV&9WSwxLM9VG|zqR7dDg8wR5%99A(KRQz`QJ&-;IKE9ri$b=%I^
zl)896s`l;&!?@pHw^6cct70S0A2=d|g|%M;Hwj4+AXWriOdftL$Ug;Nio@pY+kLjc
zu5(Hj&9I%^jDB$bTZ%zgie##02=pR&pvyyG@|G5ON%cu|)5IQ0LfJr6<<gyZD!N)z
z+>z>#wo=IEjFRk!lWy%Z^k%j<CWoaSX1}l0QT)xK?Diw@%iQI9+axo;@(1T|q$_vz
z_QL173pj!^i%+oLHU$0LBjyap!9<*-j)VND2r^*Rq#epbeL%T|WHg8driPb*U*ejE
z@NN%iipc)Eh?$_LAEnQ`q{xLq-3Q~+3mWvi^AdZ%l$y8y`dURdAu)ZJIp6?26YT@X
z!pZKU#_v>HS6*&&?keita#lpr`y9(ofg3GK0^`h;I-%wDMjRK;<pXA@AHlNjg-k;a
zK7n*?9%A@McnJkEGpY!uF>2VM-0klDDCdL36h0@qTm1tpO~D}{>+&^>o)?1=rlezB
z2Fac!>E9Yig$5PfLj(oT>61~Qs3o@cJAz^)?;N)$NfoF*GNn!WKyv;gQjv&7-sEf~
zZ;;-#YpWnPkciUC$|A$$pr7CITgHd5SA+KHVwap66P_u5QIA|>Vl73XuKpluNwvu#
z!Rca8{7_TfoWo}yGtscPa$f|26nWtqF9K3Gjn)t<tj|NXTg6+!ivp4?#1*U=)1Z^<
zB!)+0h##bt!$d7sy}iYb`zcj;=4Oa~u0k|OP+4-z5;q;%F(h(z=+kaN@>b~bP%-iw
zdO#5(u|P}WNlvf+<wK5sR0Ie<s8d{OC$P<C&|4^&E#X5shlF~dpI)_nv7YOS+tP<J
zJQ$g%q*y<*U3^_-PjP=#;_^P)Pc|p)nrUjbfZf-3mk!N-yubQ#?@R66Ig=aRCHt}M
zst`@SlC)^V;E(TCR$996TNKJGq@jA_K2BAMKLQy?v$@?p-6fuNyD-S!mp8W*&Qq)`
zqJLg)Z!p@Zaq-NuUi2WbVZteh`+*1^h%WWC^S>0y#nN6o2kDtEMkuJO0W-m$tPnE<
z^=T!Ht3*nHyE~q|m2G~IdRHYptUW5je(lS4H$?>j3Y9r+)1z|LTXP`;G?huW95t*0
zxJXEW@iT~2eNj*3&h{S!ta3+hTX8BdSQc!;_dUOt&y2`dpjF8tgi0K6a!zG$vt<bj
z!kuttsChsyFTiX+fAz?sjOOWKI@XiyD#g{?sNKpQceU7vUe(RW{9T)kOa!l$f10Y-
ze~)5*mpzSd>+}mPIdZ~wVPxm?1RX5BxyhiBwtwgk2!1Z^Wv?*e8-ZF@I4MDOgp&R$
z9^u7pPp1zS1}LQVO*`a?b<F~mKk)tM`I1*34Fc`d-p`M1p%Yqv*JN&&bnj5aqk~++
zSjw!4KTPqWkALzUI<z5KBiV8}pTU?0F9QY^4qB&-8WV^taWBQpyA_Q*4NE<)a9m^M
z2f|AD6d(2yH#*ypQ=e6ldoZiH1$P|PM8RFkbo&TKD+c9}?c(}1LGJ{aH_e!8nbm^u
zuK;)VF^<{g*D12Y2MC-ZT{{kPIjf8my1DD+gOw}qWH(XWzRe-RB(^0*j5RReZgJy=
zql@9}>Ce08W{f_Dgfw#PqNMF?)rgzOmX(R@*@0pk2xkY@FmGZNfsjxf0ok#B$1i{%
z0fLw9SnOzGfZ$(nD0BsAz{$xOMZ?D6YGnH}-`PpkLr9LAR;>8rC^zkv%goQOwp+Bz
zRqVGDF~}0({Ch26R=HuQ>vHOcZ^tn>JVwc`)t(ELzcxk>lgTWo-<lk`j~sbU!j?kK
zGw;E~YMwKp%6bylJ-)iz$K7RN1Dr;O-I(}#&?E3XL?8c-p}2z5BHgDt!t4FG_TRa4
zNBN6p*XFZRirzk4HBL^dMI)~BD#PY%cUGpyIvP++>9&r1_<8C29tfW<L_;sg2M7!O
zJVsO@p90WD2y|vBU<vLc%1no=j|6r*v&0d&$NO;r2xS061>IIb17*>;j;kEw!Y*m^
zh*0tDJb8Nu)9p{E)l2tR^S!8&o76a;o%Jp7plV_7JE_r-GixX#ADWfITQs)Qlh@9|
zW(`4)YX#8c{Cm|yfIQKaz@J|&z2pQxRT=bfT?2f}4>^*Vhz~@}nL+##0tqL#Cv;-L
zjlzcxJs?C7PCqg|7N{RgCO*=ocA4u0#`uYEajn-hA6tO&H^aSE+O7s7gOtNR>E$s}
zFxbO*^Ogc{+X*VsTYDpB@`m5lk=J@xOHP|GF>B(~1ITDJ(wcMS>ebO7MiF0Q&U5K{
z{Ug@9uZ-GLm}mh&zlMR5<Qw3Ae})458$6$|T&~OqUZ#QG2uYrMrKKbAwxn>na5F`C
z@z!(K4Da=Js$6Xh!?v-fN7$MjwtLuOnew)oTnno8(yTt~qLK7Cm)$cs>%GYw=b!Ey
z;U9COd6j#T%q>Iwsxv{l$J|?Ac-C2hEX#oNZo18*h;$Jo0l7$`Aae%@5Jf&GkDqAy
zC<y!|IFwH2%~9F69R{#v>>f*Gey*n{!n|tLs%g;!0mhdFjtz{zof_DBl$FAr*Yj&f
z4=fICS289au=NFOs_HlE+Z)Z&UUFtmZ0>&M#Z4(#3Ss3PBMUzp_Q-9IoS)K$JO!&%
z#n2@nfuj6PA0G^X0iA&B;rif>eDj8C6T-ltOWh`9ycw;whoNfNXK>=TPfC4!9?t(O
zHQkvxKu*ZmTFUHuc9pRSjpfW}(bb0b5owVxsm{Gtb~ZYBQLre{<!ecEEEkh5#9G8<
zvk04}wtT?y>Xf@U_FiHMCn@Ih2m(#j^<r~5P}9CQ#Hk=mHSDOx*@y8b7-FQ(%wG1n
zUufB-RhmcdmZPu~17-B(_u_{iY~T<ZT4$2_W?ZXZPrOK0)rwROL7f4oc75VIkn8jk
zl56rMbXOO^)M<lc$0zPq?HUZ_pfADb8(&F1>c8`M=CvLBqb%#JJigwv(?N>NDMiH@
zL%9&eH4T$y<<8?vlwUYGXYwj4BBsfcq(eP&kY6tm7#Bc4!kN7nJ3t;ReT?a8b-4%n
z*0+4jv-~-@W3jQWM~&aQ6D(E5W6k!#KkSrSQ^AckUZX#azU3|TtDo-}Yc8l_mV8u`
z<~qzFbi^zD_rr334IpTHA^UxDtMZBf39QA9dd`{ZU!+LTKHWE}^sE)hS?l()COFut
z2U!Q!DxMX+`ShsCRByTk)t5gJ7R}XT4c62&e1f@Zk`$%j(5DAg4)C8{{t@w8z}UHh
z<Hnmq3pK8Zxt-AnMJwa&|2O^i$;g213A@}9ns<*0v&5cN>vRy>^QB`ZnuJG`mVQ*z
z{6{>J&$IibyGPwVVK3Uko059%NspIetO9oMzM@abaqDp!ZVAe<QufI7q5CKhrNB<{
z>yntUnD9GIjk5FKS7bKAD0US0SlqF6YCNE~C;G#sv`yDE{c+&CnGNU-&RHL*s~0lj
zurTfT78{WkFk*30^)Y$f<*%zz<i!C`T4aAomB`<hkysiNd+gMG_vCd#uH7v`nO*TT
zHuZ;v?<Y6at-h=q^&sA*O=mwjJ^y_@_Cj?HHQq4?2Zxv;V1-3~ESi~JHw}^{KH=@$
zmc^a$U}ACO%bsG<vX%LxO?pYmf(PsBZ5Ez6=;nRo-kzqF9Q=RYii3s|OMV{4IFKoO
z%UoD$7V1tSpriA8{fv##^>VVrZMRN|74tm3oGQ-GBJS=_-J|tQ?VGsK?mcn4U1s$5
zuRIx{I~<oOeD9Tk_THT;8<Vf!U^<w(t1Fg?e|hK1&E())f-XaM!kD^U+QsRr*T1l|
ziv-O#Ps^%Qp6sXoRjcgcB1OmkCCf}5+MU{vvQ;_eFUv&YSFEI3w@`K4B$75T#;I*5
zKo+yMsOI_hcuMxf`6RMOIz*P+)6LS!NH`!qdidl{OUAjAuHRd(3ha|_Qh9lKf$_&#
z@%1r=)$^GDtE?Up+ryZ`B(@<X?=h3K)Mu*_>7pi06$nS$Ts2OV3?HdzssEB{bI+HK
zQ|L(W)uqTp`x{Ij`s?4_d4Y4gJQ@-O4$glhZ&%&9P6j5PU|$k-N}4g;3v=SkF@`*j
zJai}wq9`2PU5B@BTGbL)oHB2c@Nv~{XIYvHyY=+=L(?;rSNOYR(7UC%p6<!;mAGJ-
zf_1V5d~V0Ursd}pxnsK6LEJF;$J}b%orA~cXk1pWTJ;46GrC=pr63P}cb2}%%rF%b
zrRC&aVWM4qCUVRs%QJ4co>|z4^2Jp5$mF2>hqG$IHy^M|mX145%y{YyR#d)E`FGcm
z*H9|rg_xmV6{q+5!hI<VBfP%FB>M)JbUR|ECTxDIR5edZRwuCN(!G#1RX}0b!FAjq
z!8SX@`It22^5;t3w)l7IYPXr<e*aiS8puI3kO!BAyJX`AFpl}UdsK9fxn#7M6Nvtr
z?kC>Rs*@;m5ms~GSUt?M*^l{7bBXkncfvmM-A_5RR6dQ1xA?W{#iF!cqv@7V7XCy#
zNh(8S{XYvAo5b|3FZ_=k%`xihE_)1O#;f3iU`m?5=)z+@HTtUQq+8ntJ^D89>&IH2
zw8+scu6BbVB9B`~^JQGW=UV=E1}7-!+?>V~ik}3N8HdYX`#0ugHAxTyk{@&50AG==
z*qFtZSUtUqU(M*_vDXb2%d>uTMflVleO4#(X>RuUmL>~P9j-0U{<B5B<*tKHY`-ZE
z0HdgVU-l~8|2!m^hk!YRyn<|M@|=5zf+xHG%BW2vw&4LIh1X=}6$4vSd~FPbRV14v
z%(_O(<Ibvm81Sf#zsgOC>C51rH__!-jYj3)mx?4XGBTA1qh(RO^tJTbW)Vdz1h}23
zDM{=3QZ4=x2BMdG1^DoykFZ_k?vN(f@)TuoQO&kBQBr9t@AJ8R2ZOdK4`0%{{G=E+
z9kRTX4@my^g9u<81xAB>`xxjEke4tqJcrAblo^1~e!=Umk2ack)bXa8{_`q|t9{JZ
zuJ#Cf@v-#!+p2xXUp?XzU2(K});Zm3a7%xGY!81*oEoiLo65%V3R{kQWGfkfzuD$#
zSr8BByknCz!mqeYL$Us|MA*rDRoTFuOZTe{K@2BxThR{9p(*BHkEF+GH`EvwNJRRI
z*;NGdfTeoqwOsMm$~ehN@?)&U#jWD~<4(-fMR%8pl|QP_{c^w9Hh*-4zp$bu2>Owx
zwEgF$W;VE`1#{FMlFCeC2k<6#)n>3UfCw!dp)IkWhq;$1oJ$kQXbx6Z-7BteBXXSj
z#~bV7L0b}mc>Q~|Yi&4ot~Dm?LE%G%Ss2740VuxPcT=%frIHrRPM6OnY<x{Wdj9$6
zc6BS^xXN*UJvN7&dxb`<dj*ngGqS|<POJ>qNWbU&R5*9Zk+q4AdCwlsl)sFmPAo%X
z3GdMr7{jnjVK69ye*Aa+`{4K!uYn0eca&JVI6v=1W_WD`?TH@UhdBaf4OsQw&QkC#
zU>3TMy8{|d_=iT#S;cR9gUhri;|ShttcHSEKtSM~gyblHvf#!FgpZAFkYMs%-aWK5
zTu}pOnc`=ks)`xW_pEOZR^DnoDHQzJWjIg$5GUuP(yzV|;da|XiHbmbr<+*^*1_Eu
z>4YN;mdfm@Jy8Z9pR6yWyg-9UW`G{P(b{ap|D+2F)=sd~umL{<vpp;Rk9x{$x3hCZ
zV^og!3&|fkQ_{_%Scm&U^`$LJWG-Q0wBk8XbVn&YFGp%QbOq7qCrKkK`-tPJ4I+}O
zCC3#>um!l@8Bn7Kgj#C@imw)0-SqURdOXsJ&8F_ZQ`Deplhys<Rhb_SH|?mXt}}!D
zYu`e%Yex1dgT;}OL(FA%V`aP&84H6?;9KEd03H@_Ajxsc9Hs#x^aaDAhis6&dv7g1
zP>`2zC!?~EpH6U4^cmmKL$aRIZUpyAMdba7CBd*bVWIFpRV1M!c>AFV2?_s;Q`P$5
zO_ovJS;g*c4_5D&>pbT7RsG=|5@TRIIIUBl4_6;?_CrtRL%s)4mmTmLfZrG~!}cXm
z5h~S~lmQ+<zXYO31mD$Q9bz}1CO%#?e<a}@+W79_aj@}UxgVZ3wEU5f33)Ex#n^`l
zrPueo+A}eyQ@l|j@6ANOxmD?hOc!r%dB7Pgtw&GKod2d}hoC{RFlp@Ke||DEN_+e7
zM(k<#Vl_njLR48~{-*4%E8-TvD8%}W@|+|;wywG@P3E|f_!ZDj5GBVp3NOVu(qrNc
z80$))wH3}e>FMbLX*#K<+d+zT|85y^dHz`cKhXQ=uMt>x2}~O``+3DR$>}_}c)@XB
zkY68lpl@PtGaT9}W=&5>a|CqbIa1cF;8{R+nZb=v%z?EAUdEQpbD+H4!UAcE`T|eY
z@jAr6ie)63w=lUAJE9AXKY??)`^RgQrMpq@cfqF?_judtFdh-rv<Ggl6^@H3DzTp0
z+tEAQeA557ZW*7^iZ8}D*o7B!bC2uj)N}0$H1gQcs`K=CxK5iZ>JtfKkA-y(CPt}!
zw%={wnJ3&P`4d=YMvu93gred?0ReFyNCa9Il8p@M;BGOor;q^P==%)yu@7KQ*i%7&
z6`VRpCJlRE*qEna;^E~*rdE;z5Yj?ISEE(sts}~hX4@t+qLU1=sv>0x3}tbd{qK&;
zj^bEN2jfX5kpinDPmbrj>-Fo`iBgh;<AHby2Iu=mr9-mi2eZ<h^%A#1x7a2ZI#xc9
zsA*T0E?&28w`o3wyW2rPv1{{Hx)<M9^F9>r+`^U=zv9;~wNT6FKd4Zy&Ge`L-gGkM
zeT`b)Nc*n<C#Kl8;>O_z3eu>iBWWU|qXl8RiB&bZX9gz?@mCQuz0gTpeS8+M8|rUc
z1J#>NKqqd_V=sq5_JY@AB5DmFC50sH7m##?&HwSqZfwc2Tl)eXG9bIRgU{pV6SWh)
zZ~TXa82vT%-^KHjES@?__x6o%4js`v2NO62U?%Y`a_nM-)E`(@T*?5tm=(pYyAf5e
z`Z9(sTpb?q+-aU~Doo;GBK|%)+pS>@81?zLfohiOL<5^%#$R-ld_7x-wi`WOtdAB4
zt;0P%k6kYDb6>wp=6C*W^&N-*TrA}%uc$aU`Efda$J|rdkFT^!985KHf-@%__FfUb
z((Nz(B}2K*%1$WP@kH)y%eY|g&{g^Sl7ee$zZOI-zWeNA9xdi<F61wj{H)9{c}Cow
z#-#2oJ<jv}A9dg|(XEe17tD&e2Wt^cKl#0RpD*szS_qqnqYl&uW}WbkXLQRSg)ano
z``SH|DuTZSgNPyi{~<quseSuXA<v>{rtHh)bcCF59WCv6>i#NdqKKPl20SL_#fkU1
z%i4br)5&oVf^CA!=7_6p<C+JeF4ifj^xZmYRi+;qZdD1@X(Uig9K=&61`<E$*1YTu
z=Ze=mkyK-<VA~{E7Oz#J)*gHf;#m^l5)<WY$f?G~c0$VIekj#C?I*={Puuio8w56A
z{Tln^X(adEu9aev(!FcN>ul9*(=SFvIh%L9{EtNOLjAMk`gVX4J@6)9h02SAb1y_2
z#h`G0t0g~IIGE~;05X2lmdv2AurPRu$*m}3%z#qr@l<d#SeEC1h5R{)QrhRpu3ft>
zMHLl7W<nUA?eJ9sh!XEhkL1guJ#Jy2rn6c##nRKuAg!sa|I6(J>7~7VNRZ&Z*1&TI
zIcJ9LY-5P*5xvEy@myThpv$dk!|DhbJ8|mPT$aM&e2YeYW;#VWFQX<G)24BwlT*Wu
zCJmF}#u#B#x<%R`-M?j@?bg|q`DVhM!lCjKBij2c&Wm5uqB-Vh>*%M&onFPHeeAaA
z-8&YmS9j9T6>Mj|FR}ZDMYhW83`NyzbpemFUA@yjMqYAZ3Co&F5Q&?o_C2;id#~AK
zn8=OLdr|F5#;Y&b7U6AjO~R-j5E4>~8Dh79o`{WPkJGS_<X@!t(m;>EtCIgyjWimN
zWGdafc{AWm#AzbRCkiQu!z(m4Ymv_|(vXyjC`tIrZ@sSLTMx~C--h>O((1Z(>wcja
zjY*NJNbWKHk5uxFPE*@_vh>ad-FU||gPlSz`X0LGv?Ur)l`1Q78kI3vF)hh0wz)cP
z)T;e<tzlTPfQEZ1D9eh&YiVjtl=nJC`u30lc0SgH+RgNSF{+~JI@?qaemdgFl&Rf=
z(AFD2?nsDiR8yiGZq{zj$Vj)cw(RY?HRYjeDRvGKkfSDshDjrfYs>%UHfcL-$KSh^
zW{vR>OTN58ea(LHxp&UJP(3y~&iio2zOQ)4N(sBDMTuJ4A&I}`@6(f#`Adp!<?0*o
zHN-s-<7BeFx!JRL#3k&)yX<Vq8^=H5@PRgdM)cL#j)Gj}s864tP>P1Adn*slUZy$F
z)@$q6RMo~h|9LF(rohk|+KmnE4=N<4hrXQ^TC$cn(r5kN{_oRzMWO44!+0P*gMv>L
z2~ABj8pyvuM@B(j8ncwsHaFx2SfXLaz~2tz`>D4;tL;MOnzns+5bUN*V&OqSB-WAa
zs+SAk+O-{rJ_1*?tiPzHCsw>vgD4EhjYRV1+RWkm^*N&sjtX4FaL(;E_*Yk~IMAEe
zY9M&<^fOtcH_2bPP)9vSfLd~ofxeP|BQ<d$T*zqU%9YA}HofbU9~_+;4IQES#F5wb
zE7k1YwI(L>jMZ~-I#(9{tbE$$s@%%z%HUir7D5{q9BfNzVs(A&;A}E(DC0VD@ul<i
zgDySLpS%e-DNoz#Q$J+eDg2aAJB~4|o8B$!OGdT6%cnz6ijT`(yY^DY(C){R5$bgt
zdB^OsB=`g7&6<3qKk<=g!NKYI6JdcxGbIsLDJcDJFD=9?HhjQM7E)M{-Sng4Nx;Oy
z)SGal7&ZUK&>K7{BflgBOO^NUX<c!=re9(DOD8pVTH&YGQ>=%+RkvHH*!3zkdmgL)
z{6O^eD{5BZ%>!RU*(q_^l40AQh7_9Uty&!<HlwN2!JFZKSNRNA!}krrf}2aWD%=aP
zxYWnBh*_C7hSL?&mb;riD{Ixx{0Yv{Zi>IYMMgUVkhxM{L_qX`{~YA6(?fd}`_-#5
zI#AdXKnF#e5Az%fx`m#$PT=-y_t}fR#d-b>vr$kfpG0;177ZCnlul>_FQX$M^R1B_
zn=1a#s2yXA8%^{pFFPe~X;A{hefJ(d{1{TYD3v(-SX&YlL-?kb24L+uBqW+7d|&QG
z(8^lLfj%aZ^SjOS7|}Z-+O2G@^N#Z5EDMeG1^!C!<dN&UIlP7k{Uv|>JC8T!I(HBd
zee=@MLQfgxkfVRysYR2M_!{0_{GEP~D_XIEH|}|i`%ZzAa_gdgT~^$)C*=6?grYhg
zr)EAmR#D3OyM|`fyZN{`vqRan!<+tE@#by6Tj)$R(o;`cL|5;1TC~4i?KedouKUwc
z+;Xen+&=xk*X~H9l$fPC=9&tJ{rHhCkZfUSWWQKh&X#ayfUQ?NIqCFbg=LoIE>XAf
zd@5~w586BlK>^YEvg}7Shjve<HoZ7nz;<K2N8tI+#!Q<4ciG9Lt6i~|bow)TyuFW8
z(>4z?#M_&GO|KL(p{z4@Jc*XAI@2cdQfCIW-l|oY<s0m9KAPeCRIEzpTc%^}GWR6|
zo0SKTQZ!uGGA0QIxt+WkAGC6l*1?BcdHV9Fw}<C>88Ml^I#qk^r-)DNd<c3lH-tD$
zi@OIVp<r8_A6JHaTnVXRK4y$8ELF(kDS|?e#9$CM02($DR7A3wP>RWx5m_a@SU1E>
zuMXp2Hd>sYA+;`<o&@@6Dsm1}Fr<}_Ol$^YPmD4LZ<^v^whD87!;U5bxxt$1>K<q-
zmTPZFbAVDs+{}(X7+QEQ`REbP1zY9kG-<VE!;T{>L5xfe$%o8Y-gBOp(4aay_wJsI
ze-?w0DpTD3^<k^?=o}Y|u3Wz7$75ywTq1gtbwyQpmy8A9NsDz+4}Tr6;0x;d_4R5@
z=KAd_ak^4fdM`t?K62;i@!x5BE^m<~c<`oq0hhI9<ePR;3rfl2;hF)1rq!3U^bHQy
zxt_VQsP;)g?RKPJlX*$5HCNV1mcL<}%lW~^@zn~!d)yB>-W_x{qdF*^BOP&Us#SH^
z1x#-D?BW@F>+1rx(V<IDDdF*p)=VGoT=)V})&bq?OIxSxP!~=~Ua(q${O9?$r3GCf
z*<}Q>Bf?m_U<Ksb;V{XMqES>mU7-Kx*C$LPd<@;hL-N^!-(3;T@ru~AP@}?DJe7(>
zmW?EDC|<WME3A%W{^6Hq<Oqg+VhVu)#_Uv}>+@v}PD=ivqfWD4gFQbm+X5yCAI+6L
zZ%b(=%+$HnU%h(q_)Xqo)z3(Ik2p2P)pha8M;B(fOgn8evLlN5zq_wu$eqr17o-t9
zb&~0)U-oadf^v(y1s5tGF-=6=%2rG^;$B*;JoH4r^WzWG@T(l!JPu($=oE4{m>fUe
zKK=SNwS*&ITqXCI-C%yA9dGr@wQ`OV7yDaWU1Jh21V21@GHK*Z8?}wcw|R?Gi!*vm
zhibyrhh2u5zxiA&>m%7rLu;*X{Z5v)AN}U%lKj{6zt~nCw~&AyAy+D%y{<_5ufm#)
zT_S;q|HGd}LQJ5ktJW&o_zPNM1Ly&Wx)~jg>gn|=;-Q7Il#+;6;aKz)eSNLYPu{*t
z-W@r+StPk=^JbZ|6+Tt#5@k+pl}LWW9ozkONd*Cv#h(YNt2m^^w!6KE)A4z}h4E*O
z#LH8`{>dXhWxr+gwpUklewkz4WZ&+w>LX8P-4kB*fy0;8l54JIykX%~9MlL<9>27f
z-{U*aLf48Fm7JGyVi|jL#~3w)*G8B%R%sm4-(LGh-*t-IjO5G8;e7zLFCdlgaXJdb
zTQMPq3>y+k3n%o<bf-VGUgY3K1D@IVlu=~??$ZK1?Bx3KpBgXnUuA>|?v;6W8mD6s
z(wwjJ=B(n`>KJ|GWZ=fusn8#5o#WDd9w<AViap|Km|><a-FrP#dt5PN?z*;wI~R{>
z$p=>Z{%OhinFtb1Q`?xJQcZZ=bYg$b`0&sEO!ImfsS7AqdCkCtCZHWnWe@OL4k4i+
zsK^sk=FpCl-qS2*2*heJ1PJAIMj*&z2I^1$fP|(~IJVWS;;Xv{dk#)UO={Xv)~{;1
zvY+p)?n1KLaD3jQ(V1Quzg<HEXpq*^aHetn2{dZT$YJzzWiq%fmfr0AVDO7ux7N21
z1T9&OJ)iG=JyDq#BXXO`x{nJT>IDb^^<&J|7v>My&Q%qzARjB6ia5&ckg7LrzpS!a
zVDT8kN2zu~rh}JxMl5~Zn0e^RBNZpaHg3^oI8A;a&i6r?8>Qs>KQ^p*m~8l=Z7(;)
zfsVEKosISNu-b=fW*$t>Bv18;WN@jUsAy?mXKzX}pWE~3o8KRljp2*7f*T`TPi~Pp
z#KyJ)iqZYHc@^EnuIdD#aAkya1n?+-Os=?K{U6sk=><i<nz~~o0f|Th4O<1ditgJu
z_psTpRPAPF-Z)e0zm=)`Qubb0J;369At)i&i2jJ4<enoADkfi!>Uy2`F1x~JDzl=p
zV(sn&osxdsVJCmjC<kZ7Z+h>cR$^=T*W@7R;*doBokkzuR=xOcb5Oz*j}b8%t_7XA
ztGiGvx8o@4fzvN0>Mbd*WxB3x`S5VSfG7BU5rNI2Rt0A9<k6PsJw`5c0J_~}^S`>w
zzT|ibFT(uUmbu~aET|@jvL-JpRMJsig$2Ym|MIN+xTSyK{+jk?>5f}^qY~0H&z+yz
z2Qfs0BC&6Qf*9hB(NcE*X>qJGeC=n)WAc6sb=K;sQI3}@?n=hfRwsOUbe64qtE-;K
zpeW^<WtVnpmE#)bRGJB)mv)jyX`_|z<fI?fbcyY>$h=T;3d)ez=$^TCbDJTmB42Xb
zaeWnB5g<`lBp$vrDB{HZ@#zDGACI$B_+nKR>BAc|8BWhXZyMr+`=(4gy|m%wEsn!x
zWvP>EsrU@ot}PX(Kgm{qnY+I5*AM=on61O|`{ER(N|zYYR5fF<y1J1zrDSWH8ejO&
zEG|HD>>yAz3VV6{gUaKk@Ka$6x6Vyw(oayX{pn&%(aiDr?z(t8M)i=c2bao$;Hs1T
zHVw%G(rHOkUr$*Y8qSLEjn56fU+{L|DRukJ1}=l^!h;LR$DL(8H0}G6{6f~(O!`Wj
z>a|S%EvLDNK1dPO)n}5a4@}01<sWVLIG}Ayi#aAX0KJ5HzQccvc591ptjD++S_jW$
zxjj+&M^PV9L~Cp19cQ-mANl*j|Ml3qgjHwloJ1yb5_Y83R??T8z0;F@{EzFUwbnCv
zX(R*Y&|S?x<sFCMTQFa^wz94Hd$9K}w*%gnz~_i8=WwXQV2N}&5r_hcx~=%3cQd}P
zxV)g0Jlk5@a}XhK|LgWzxzne=)t*%eVc#lJVxqoHb)0&K?{swLRO<=UN9oqqV#tP<
zxpZ^SF&BaNl`0Y;-s8_Kr^h!_CWj;<{uHU*+vViwF`H#`)>@T=<;t1U;#qXPR&Dcb
z_CsUU+dR+R15{Po_j{StUf(?YXkhPCMb70R1j^ys&bOC|;Zk|hJwidR0XU90`$<L#
zNkM|r{V!v8ol#BUkl!Ek9ZY#zUlk)SP)!UlTGu{^JhHSRU3>8P<hC<X^OV9a)=se$
zBlaZMGoJ&D3p)I+6w++_;zAqM$kaVtp)Wl8?JCRm#WCf7379!fDV#wSj)&v!l*-C<
z-Gp1Ej=^8!gDTnd=)A6BioDRt<tB-Zs{$+~?5rh2wt>%{5hXKGhTt#kK?Iqc78L%c
zPmdjY+(GLp82s36&EZlnr$RqHfrOE!npQCR%v)ry#fQs;x#q?fZr*=!h?=o9B+m_v
zOKD5O?fa`E=<UCH<kHdpnb#J2a9#fU!JTir*T251q~@~tXGwJ6d+>`Dg6unF){Iw%
zOlmK+ic@wijPYiEKJ_&zuD=Q!s`&Z7e~FE3Lcy+*-?Wax|BldywK#Es2LDLA!HSNt
z*rlwmuq#2&($QGGQE`SMIyu7bSjHgGQ^RGq;GpZtrDEt=uld%tc(FI4<Y_>Ap*PL@
z^J!9EYnj{pT14)&D73~}xSnYGZlGPmNoi!}F`xOPHa1utcwc3CHQ_fUAsn0#c4|G%
zgX047oeS)Ng29w!`8>;?%{)?{nYRoDrbA4eVt2!M1M3=Q-uxkDhv$M}RW_+BHucl!
z4G1t+7shNE9=UDZ^d&RgNVQmcF3EoI{e$Hr>R<U0CO&U2{}vL&Y4KH~=Mh}^z9}#v
zf%S~KC>_h#E|F8RGkbXgeBL?M9J#`)<0--Ab;7!5ljT>BRcU4e0}0ugmjs_ZHgbKH
z%I*_oZ>BChuwhN><SmaUo-{Ok<Nb|FVN0$RWyx97mnZ0|jdvCPv7LCo+X^*zJ$SaE
z$ZA($YX|rLqX}b9<Na>hfA7cjLI;ovg@YPOpP#x&>gnB6g*@Sjo5O^6&J5?I^wJ7F
z=edsRnkgGO4}47R7?7&#n7VUhr_7jt@-^}4cQg|Xugnicg||JK>sg}8KN7L1G?y;7
z<0R9Eb0|?&zOegC-Z^*MeTE-tedMcdJyB`sS^ZomDt?8<a4n_!jv)7|k9!~2Nq+78
zOfRLsifUrPI_g+-?%f%^Lamh6de5V2L3LND4)<qnG?8hcnXuDH6Mb?+EWg2ZaF1Zk
zCo|R$M%6Y)5<?cuJ&r>P%l`i(5OH~$K(Iy9WJn{?5uHncVe*!y>Seq~=oDA3e)>>r
zgHkdrrQ{{7al{$7tI&9&373&Gr%su!vh#_Y`OKmp&k~$q`e|{|^_Ue{f0v8bw8XQn
za8Nv~g12eoD2}vd{>Y0Qr*LOSKSCS@gFj9Tl7a>q);r$a%ePYugUgiM0GxqjhARQ^
zfj%PTuH81vcfl${8xD?l0o2h`A1gZ6<lFyFu#13B;3B)IsCz<yjRo_<F4K(ot*Kk2
zFQn&r|Ds&l-b9^THXb?nULiF}pzrdVqJJVdTqi=opv*`FC~3?e?m0oGb)fWz`i~*6
z>#v?wMozrWsophWwf->7%bZlTmSGF37_xXc(aA6-Z2s3~pKQwT&yA<vA32p)$voS$
zDK7Rt%~Zo1`OS7=wG7Y$a=K=R|7BmiSoqK3g(dQiydo?Ury+wQ`d>0@gg5|f<T}<e
zD{XzU;&naCubFZ64YcP!Xu=+{k&Q8iIrWfMqqxN;i5r>s?$)-A+K3h#3lFQTxFab~
z>y^CAYw-q;x#J~|xvWH2!P&#{8}bp8Z&x$7A+1TLT!YkP<jd+Exhj>E=+G>cybG;S
zajR-)`>Z!<F5+jr{^;~fFTG{Ehx^8zJ@3EB9Ps!k&)9s*WbBIb(h<KEtGgFG^!VwW
zuX3%Il=o@A|2@`aLc`*MsiAw>l|LOEEcfUp=ChaDM;0m<#oi<pY*~JUVAFPd#?gwr
zjBddAgtotrS8R4hdWcBU9!er2YwvPJyjV1-b=vYw?hVQVwv+yA^3Bo$XNtGxZg{(j
zs!D6q5$??*;T$tNhFJ5<(?-@tzdpWDPrb2Y##iE2TEx5|qsjSi7(BDQb?{r*I}o;H
z5GihH#8o|uKS3}3$jFYty}d>F&I%G?Tkp+m9WXV~Za+S6YajWGD(A<~17%q{MkN-)
zITEY2t7#@g5^PxF#12xqIYs-9j>PIAek_RL{eNGfj+se!?VlS^PUwwx6cfuL66q`v
zDU3p5bR|Sb@8@p0RITHSc=1uLYI9@k_D?#Q53|f!@C3_XKE5Mi``1RjxL;b2O*&W7
z_xqgYrr)WLk|#_jD|7D724}B}8tW|>+5Y|6p}Ay@N#z|Gwp?meniT`Vc0GfF{i?_Q
z;>@TeEbITSw?S$V8i*}FjMAEBKy3FlCbGjWN@jP3_+(HSZd(ItF3yjyxWtr>izo12
z{_BkvO^P$_KZY)E+r|{J(IDV7qnP3PjDhb|7S~!O^UkP)pPg;JDP|HLs(f6P`CPSJ
z>W#sZ)4_HO;$!xF_rFQ(&o|~Dot)-r9&2~VZA<re^77r;s#~HEY}1uJx#8V!9b92&
zNZ#~)hD9^5`v1b>d>H(fHFtP3g46R#H_%1gD}iVfS6O6a<Yve0NL|gYx<DhlMBXo_
zwX%#H&wn@k$=g~P*EEvPyh~~D`FZcmY5le}`&Fn5yy*1W7?ppOS96Ys-iUD=aSkaw
z?#!Z^xMJnqYmS9trmiza`s1&!KW=ju+WGDGRtxE#cI77$*XghEkI!y-o-rQSHtkes
z&dei{=92RNG4_=~S+4EcgmgDZONk&M(xrfO2~yJ1-JQ}%gLH?4v`BY%Bi-HIxv$6d
zu6OSr-;eJeV1^lHc<w9DI3jJ{osPgMtT4+7!Y+9acIbtd7i2L<je7&2Do8L+91s;?
zr}t%1tN+wnApKsQt{|AVOd%p7G)%`Zh?3MrMxwlLu;b?2(wpbz*7rPP{}`{ax>qKN
ztH~SJzNQ|<riVaTqVsv((V(|(n0t-~4PH>=Fz18!Ob1H5JvCR$KuTpn&Ajzg!%}Z0
zFVPZ1lj))#po=#~lj;1un4%OzhL28x#p)73N}}o5)v$1B8S_%GKy76TFIw1r%E8FO
zE_fcL$FzBz5&;cLV|;+=3H8=uG09=;2iCPe3LEWba-z;trBWN^mWq+5L)$AO4kA7W
zU0$DJL&Fkr=;f8+rx$cfy=V`~O15CN{qw9c_h}PVMuUcCkWrdT7l`)LD>mj>xdhr@
zP_SSc-JbaQ)9}m^=mviZUS^xao~<Vs#pzOf3hwqGl})tYS%_ah3~ZdUnVHg6Z-7#6
z(8zoQ@%_r#(DLTjZXDdF2S*%c#@W!h1A!T92pB>JRKkIb_#L}Wi}#BI3l3rs?q>g^
zN;3+W<q&%aFa+8Ut^agM+0uv00Cs{}Kw$CjC!4cHr0A))KtsNtLJfJT?MI_v@O(I7
zWe>Bj_-Xr0Et(@jd2Uya*4y_6L*8hGRF(1l$l5I!2ts%#Gz*!aKW!B#oUq4z5$fF0
zN9(P2bH=ajKx)nkh9ZH_#Ww2U>5(7U9<YMeCO(sfIH0>h#IvV=8K3~ZrV%(5Ak11I
z7qpA?R|UBP0f3D$=}`h-6PN)+^JEJJN#I!H959W;JmHS%?Z}YO<6=2uHdn`31EA{5
zz=E^E)Pw=$ZC54#+eQ~1JE0;&vIko#s3XQDQQ4*#I??pt-kcnOeY<W30zPCe>ro1G
zgTVIMAB6xyh=s5mtZW~Ft;jO4VOVcPAYTV8_o7wfzYr1k?ky>y;P3uyf(S9ZBlV<&
zxPE6Ny2GOHpmIm#m!8qS@Fz6HsVp`2rQsli3am#e2zM*@;)dgJ|Fq&+x*O9nPEdI^
zdHiTRh@R_yN{pUY_@)hDYEDr8@)<$g@F_FV4-hu^A%{Nb-%@aLPN}T?%>h1f1DeD0
zR^9&2W#=})YVu35A4Wxy`t&_6AWAWAZTbBhfjg49D*fktT5P*&2|lkoq>cL@r#P1T
z9CREVb=8(V&L8##RbMM}on;|kxS3RUJ%dZA)jPBT`4MP4f3R$diSKr#9{EzT4%xj5
zF6JD>AV>Rhb+`aTqQ(J^8tBb@%$L#9A_MX(xq#^mAqb7IwzF^nRK7D{qyT`k_BM#E
z6H6O`9@2k=nH?-GOR!($QF!FqhIaYj=A2M;8#9W(2d!l#c1H+MwAEm^Rl_*oLs@lz
z|E@|;fq8dFVVMO`dKt)(P&E@DB$twA2`vbDcsKw+i{E`az2BAtxA~7mVFs0r?L7T&
zN&l2nwn7_P-dOYB$Pz3)RL1WuYIY~D)nVdh{GH`I2+HA)l7GDDKIr{Jh*f~n4GYx4
zkN`go)PlbqtW7@xT*G$;T`U3umCY&$g&0r?1`aOv^asm;lb~r`beC`QI6#@aC0kF}
zB}U0OS$+b56Lb<Tc^cO1&S-f65&%-7@pt`SMkxd}YfkOTar1StmhD%o=Ac=`z*(JF
z67-R(u@u9LXDKl1yS8tY3^z-gNYl!VmPOQDq7t9b5ZzR}Al?(kXk^tzf<Pw2d+0Q;
zwz$Wbu8u^ro+|EFG=QTW)n^a-Q=p~w1$d8j1Kkn`;Q$=6dVn?pF`EQBXixy91SR+N
za23oMf$3jxyzQ&g5Z*`2>bWV(pme*9t+BUDez4ZW=rBIQ#-}TRTo~kSxLLP&w!7a5
z`I8=)8&S~_0tMCI?H50_A|f6;s2WTbTX}g_mQdVRXaI)(+kUg|x)u}r+w0G5OzCig
z@XGm1p0D*>u6D^Z_|0C=a3B;$j}u)DnHtLM%Zi8(-rRu?uDAqhf+!YF067MXCkVVD
zOk@CxO9lk%?7oup{})d(w(%@hFiqN6K?Vp{Dex1FIUl<L0&HZLFNvas9`su>Q*Qun
z8H*z;e%UOp`d<M*-5|k=t<|ox--)`8pecblRvQ!Hi(TLvmq2KWMj}3WwX`P9`wk@T
z6VLgkr*vbbw#YoLsdQeKxCA2Ez(whpbsq8c5s_<3t;beSHp%(l9;9Io-o?1G=ypAS
zV|!4vWRp;CRl3?}R;S3zSayyMB2xEl&<@@L>ePCj-|!$PtHne-n!yY}C3_~B_Vr`*
zDK!PqIzvK7XHt1ueL7F<gAjQk@9}?BxdA>CKnNgufS@qrWjNe<P_pJ?F$sw1jUrln
z0Yyj62+POwa*%R-hUS*#y~V=2NinyA4b&gy#YD;T5o4?E5)))sOdSq|^39}cFB0uE
z<+>Uxl3-_U%;#fze^?c-`bzNU6O(=FJpyI_oKuoQJR8uah5{C@-+(k%|LCmJlcTwp
z1UnOWBapAcd46mc%J~$oG4Gs~z`+Q>?mINU<;WQ?cA+C5#^t834lis(@WwX>!V|i?
zqkvCH#z#**1zYmg$3ylqH{s5^V)CJsJ=c#%#y(&69?h9N^=JxqxMQ)ZKtL0#3g8e>
zfIH&7g;WXf0~J8#8#Gt7@{8vVHUWNu4z%Ndim|d&{@>g4k0>y7!$K7!8_GrsVWf&^
z7)<WHe{{12c3m#N<uiK<`dE^K8;*sB1NtGQ*(S7Y>fh#n;+6}Oqsf-l4zo%cp%H$O
zx3KO#pT1J@zq8Py3zf6n{-E*Oh-WqYoP^24j%E)1l?gcXnkr1jX>D!4J*tDw675lR
z4NyI;b$S8{CkQP7I;E07v;>jz1@%P;Wg^Z3QbLPT1nSlbRDe^L5MH7aCyJk_?b%!M
zG~aj0P(poF8YU1fo3r}?l!pl6p#rx&zRhi%f`Oa*ZNiXM!VBy6dN_<QuO8YY@k%e<
z=5@}4;)>^5mhkoZ?c&=IG&mh6QL;6o$G$_VSZv71)ea`I1p-kyNNd{$9JzKttDDXB
z+!&(80uXl)ORMdv()8*F0B<A&JqO5X2adl@p!R0~H0<W>$7O*3;xVWw-yJXf4aq<8
z(=g^3TF-_zzvZ>bAqVB<>}+?eDDg^U<LSr|fwa|$a9@O8IZ5!L>FAhB=xwUcTNLKl
z?D`}~$KD+3K85bdnY!e=V!d~F_h9}!RS4JemFlLUZge1gzc1)7&JiA+qz5SGfPSqP
z#O}`paADNI{8NdBLRjVysGk39vNSEkmIGYISU?fM8S*DUiD62^4h={IP;+ohiXHu3
zmcS9AVY{jjUXX_IPfyg5$IhF2YcifRkXiz##k@e!;Fg)r_$rd(M7DWstsQ7L#)$Q`
zV{s%3*6Jz1!;6e5i#x%F^Ug?ibD*MI=xVQ_Lb8vFmNAlh>O#M5pc2y7Aqi}KvUsc5
z+^N-NFPHD*1XiFz10WBLH+wzVrs4o42yl`m@;I2{efV4cT5X18@$l7W*HR(GMy_>E
zb0kDNzTP4~wT(-)M1Z#oeN+)wmqx$jJ{l>v!d%Svq77uKw`Q;Uo1Tyany_s#V#kC}
zUI-VtvlJizofQ}zyXW)VUR01^I+VoC!2cg%8}KP&0h_IWD5cwIwFb7u2GmsO`ADcJ
zT2wv;U#Bo|PEAp!yj2v3x+pyovR$`?f+-t$dj~R#v6TBKH17#^yj@Plkv4S|`wY8-
zH9^6qYYR?c?ay7OuMu8R+5acq#3~Sh)J}A278a*0Lsm4gCHvp^?hM3z7dh?uNRq@m
zHI<q2`}kPgRi-vlX3){?s*>B5qmb>f{cED0?oEjNSDI(OumjS@J73&U=vLmRDPdk2
zZrW_{0?bB#b58}Y)DDo!{pa}!gb5U=61dXJSkzi#W8u8Hd1h58gRj4PEO{z05r^=z
z$2N|Wt@Zr;(}cd01K|ADmzD9qinTc$+o9k26yw#OYU_+gM=blYMy4ufHr033+}w8^
zo||aR)mv?T!yR&S;PyJ~%m04;H)sR@bA26@0oi?eJsOTnYM0F*jL}c;7I;LooHLEu
zS9G>4s&(h82CLsIMFXN&3>$}!Fmxi+grf*f<QcA@6=y54htAwD<O_9XzM!j;!`6wj
zVG6*W*|Gvhn`m>D&s3aw=Z<asnD4)7?k5_stwdRBBQTUg_O7v+HjM$r;aq9!upV)5
zi5yBr6rR_r0m-PVfK@%i;%;c7@dw+S*#R8Ih{X?^OA8X7w<K3Zqh;$7*0EmPbTPfl
zKLwE7FVZWF=UNmS=2vXb_S*(EPB$eTNd^iAs=>+i&$E#Mgkkxs=VbEx_ZQHsp1H*N
zyh;4jE+lIfFeB}|l}=Um0R`$*QDNF;PJiC9K7y(c)M+R4_ENVh3Qm}gny7|YNy-HM
z7*3vaF2#H1J$%R{CqeZMe|{n`8G)nS-hOPd?jVrx@$`*=Ry{0W%Dn#XgeF5I{y`Rq
zbOXJ3Fqw)ldb)-8`|%9p%i|e2xhU<b+h!Tdb3kxkbY<c$R4%_dp_5G{KK%OiJ!;(w
zwsiZhHDiU2or8hbW5~MI9J*Bs+!NzZ`6cC$;QD|n!^4Y4V-ixBmMC|+EB9N3siyjH
z*qJKeMEdWGEARkoha(_?1_M&6HvNkR4ry9x<-*c7>=WWiQ8bftuctt)Wr=-K(0)b-
za*7ezKlx~5g5hC5W7!QRCJ4QT;+jVjuWar)y)UT|s3FAXM;!V#$OvRi2RW-RHUQIa
z(L?aQF(Q+hY3(lT?$rkWzY{IK^SunSIUdwVmIc6S{)aQe?{9x7@<2y+WqEXWG`?=J
zxZfW1N?X1{e0P2fN$No!3TEMbhtX4@$ha_x7B{gWs;}@I!-SJ+hX0e+L|S#X(+|gd
zIxN>?ae=9(JCrNWTizKCv45%RV7JnzK}H)Oj199vU-DhMat;?3m6*ca?OrQOzTK4O
zvnunQy~tOoG_Qj4_h!oqMo;SSU)#BrwLd=JyMnPg_Yc$lRP$svl;7VrcW2|6T({_9
zH<|lpbtC<nhUP(E=r8FXa<?gL4_QG2inIantpTk_h+{ZN*AjW1EE9(u>KEMa4yqxL
z*xy!5K=l(5_+f1WU@j1XrUtZbC6b4NenY2Uf1a-|EOI}=Ixg8U-vJe&p?!16g7Erc
zRUdmDu?4|S5C*L5S^pH#v1Tz^vL!0mn(pD)g2FrqdU4r9b-!E#GuN%sKIP=o_(jl3
zuMNh<&7B~vDW8;5%*g&ge0U|A6BOIqWY&2#VlP2+=bvYti-s}$Gth5>D6asCFNgsd
zM2Bi0APA+H8^43wsA=L1q{fhY2(a_t0*5t-c$Qg7Z2*82LrR)JRY*)$R+haXMo|vf
z4>VzIFF4*m5)%QS-))gv-aeXI)VDX%v_1d?_-n}l`SE^-{o4G6m5G$Xgym7wq?l+~
z>%%Mc$p^%vl(49@Pnk_<?aO19VK<jmP4*_(aNhlBrLQGceWp~(478PhG$8zY40FpO
zp|t#eAh2;tLo7LxU4TFsaOA;&XrBG+Y7La?3BU^qfSKC>+N*`RPWGndGo%R%-63Yg
ziHT`~#mb?PnA-j{3VQnPH+T~5Vkx%luc3DTSaqm5h3iU9*`K1xjUEKtgq5uebdUY!
zP&Go&{CGQzci1d(Ait@#6asc-+m};n@u%6;-r7<oqpnkn8jV9qm;dg_EI&9X;0!?p
z>dp{OHQ-;2)(gIP;RC|EbbuK!98U9S69672&Y-~taI&v{Jpm8|ECfd!OLn(Iu@n~)
zyoQ8wmFWwWke!V(SjJ^L-PO7<!&Rvf5;PU{$86f;>4EF=K<_Sgjq8_TSgG(&d&7#v
zuX>^@4L_Ocg~p%|tr14{dz{fX=fwiQ%WeODu;}4dEq|1O=fp4{GUB|-bV+4_IwfVw
z^{9;M&nsOW)+G8r%SYA-lqr`nfEXe);TwJNC_M<uS(a%A6QYRSsqol*2=pe>j;{fR
zu%Q&JA^;)WXbNcV@8$99^l+DWsZzHUkVF5X?atH5LSUec^AWy<<$dw&dyz@B+^5*r
zh=^|q4ko&hC*OYbh)K%K^)x)J5mi;Me(@9`Xk%bdt~XZM0X#S|eG%?>eoIchETLzu
zo-{h33*n+FpoHR35xbmuj7a!Bh3H;Ecexm2V_yr;`2NSa@}~-8hIHxOHk6PUXRFFB
zqqCpu_K?f4eJH=(3!Zl5E$wfGrSYAgxt`6bLl7h-NAe&@3;#a2V9Lt=K{OkGTn8cg
zKZxdnAcz%LC!L5S&fn}9B>%MZ1z+|m?<y?rFh&6|!pD6$EK-<>z>Degvv;>g@4e|*
z*B##*ekN1fsl89AN$@dXdQ<(m{6{hpqMh!qI@SS8RGc)yL7fCXug^Z3szMRW7psoG
zYe7i!X^#s`Ef&sN_0aJ)_T<kd9lxOSd6w|^cRW=%EuDP)egoSr$TnBen@d1}L}`y{
zqL70a<eitM8C9VxD91N!o8~%ML7L~3=6Y4Z5LaP$3G)r^y=&~Ekhr*zIP;uS+7h`G
zhZ=Sg9rf3vyNjf$!=VATGa#5&ap%6}(v*hHCi(Tv?;Z{o^OrwPR(^KAgiC^#c*rJp
zF|AfR`JU7^w=}%e6NmdEQ^h`8_y(DmG9BOZ$t|~Q3mNSlf>9pS<%E1r3YK>r>E!W}
zkkx&%$fNA$vDrcq%S`(oi5XBAotstSqMr397#k&TskNcHe)#@);wU*R5VE_{u3m2%
zD3;`lHu=i7x~}Zj0oUf!v%?H&b;;d%BZ>PHqDhAu@6_P-Yi_z@B%Y3oNoTiYS%2nx
z=(CMF1;gUG&XG@@1#0jTRj}qFB)=~m8<DsT4<vxQw3*6#L`pwQAw<e7@fMi;5_F6$
zEOPRtRonP}Jhd%(4-jfYbUA=iax$=Z*)^IvQO)&-Nl<bo#3v66JEb&QOC4yf>k<`{
z(g@ON4CkKIIZBytlEi7UWov>BMa4;8qsw$!Yx;!f_+V}AB%6nBr}v8;9t!4yhg}_g
z-nC!{`BrQgrH=hR7NJR6=5n)L=cZ7`j}O5zw2~&kn-&_SS#&Vh*UUnOTr+~E%4X^C
z1sl71kuh!C*C-E`ZbE8|AoQV6#T6@sJl0kT3Fy$Pb<eUk4{lGEZ4;@_FTY5c7nPPO
z<e5ISE|{bXyx=i$@W><@X0p>`5wk+|%naO0G=~olrEq2N8hce3n;NezdV9wftldN+
zLq8^Xjj3osikBCfH{)-Mn=i+rI@O%CZ^23(8#ug$`-J2S^JJK9N1I(GC^xlGp*n7Y
zj91Q&;c~~1gX=|xx!SGyyuxvJ0`4vD^AJZf#@FM7i6sdmy)6d($5np^{O=EuglCNC
z*#Oqa0u;^w^B*GcQ#OPC5H|;Kt`AJiOiYI0&V+*0FF?xsSX5VKuyoHtAf?L>1wBZf
zxK!X|6`sz8^#j++z5W>@R<iM0n;SwVs{b%f$Kh`gi#=bZ!egw3<N4^4g?bj}FOKUD
zFO83PRYK5zHqoI9d_`X%_SNQ{{B(Tr4VI2~@@=CUa|*dxRe7e)R2tr;CPc46k@oUi
z($$cU!GzoW-OJJKnzg$zJ=M?a4hH4P7@H+LI^5pnbP-*NBhFf-Hzh%xg_r3WWGyBU
z2CE%0S(}5iRpF@!ScC&4k-cTX+#k=h9>27{|Kp_dgwwMhi|L|Sllg51Ws3aMOpGiK
zz3tSo1YK&!Pi86AJH-=d$*->*tY?2WP3yfz(73Wz%uAEpP?Y<~MwJpnx3O2+8yrD*
zGsHV0ZDF<jTid65O?MC>M7+<}PlwUbAX{v~O4WqOci{>(n^RCazuV+l*F90J{dRhK
z9<<Yqa6@^%cf9BP`!G&%ag%}9qpAv)n`63a8r(0EoyGRZpDsK0E<`o09PctQR%pT*
z!FCxRon}+{XS0kpNwoNMrQzM}e)y=UIL?@O`IS+#?mGbIW$p2Rs%VzgQj=hzB@hut
zXe=2tY+tdyFM9ZGkc8Ee)mBX(_+2oXelacXTl-2zQ=eE1@gZg8#3<1XamViw$}fHV
z?Z*@F`Ljw9!=%)NEQoNZKG41yg19aV<!(X~OA18awA$H526^fv+VznIcMZ`Na`fJq
zZM!;anHs{Ni|Gl=C=Y*<ZEg+dZ7|}Gk)_x+8eR3zpchSl`&=xPRC6k;4?6Tt#;Qwm
z9zllcRqJ(Y&3;tWOJT5P%C|le`K2@XV<8V$@V-_h4I_thML@~ZTw=bjM&x+(5Q6sg
zX2wlxcn{NrS<<0eblLR_KLoCDL8OIX_6SqCPQuEuBuP5=0p8$w!t2e=t(*6cCg#d!
zpVX57c#Ie%b2QByIKFkT7Dl3R3Z<dsMwhW7ZY2D2SOe?k3jbp~4_2Pjj+Pdel-#o>
z*39wxQ|>i=*wxCb(kvq_G3jl4RC}KmVRurt`1i@_R3`m|Tq~~#&*-da$;U29(Q8b;
zSmlNvcA?l+pNuu|@qNWi^KLymJ9RPJk@e)wWl$7bU;f?OydZ2)Jr~jUWFf`|CbWCF
zHc|9Hryn|<33n!|QzxK-0Ubx{iC@vt*t@&CFB%Eay8zfbkwq6KKo_FD0;-LtA(L0C
zde;l8N<!DQ$RaTKx%}^QzOCN&)CH4X3Yy2{nsn3@b&#xby-q4&^)yWvel<?fWk8ds
zEjhs#(d}#C;cWaurLT$D(SCeb4l{G_`F*IUZF0MG{9}QjSvst2uVD-Q41!iUT=V0D
zce)b#a)6QSquR!=J6dx4nMR!12(D&g;h}9I7R(pF>1xI?r;*@LcYnI?tEvxO_uu_a
z)cN4M&XD^>Rw8$MsD5O?5POKXxw6oHT8)uIRGTB}V2<PCMXTYj-7)Cx4S`_ITZ+k!
zhSr`B!+M`D@I#yM0v_-g104gM8`|3}Vq9%+f=C`84)7N>e#3h8WK0sTm#Y!G7<iI#
zhVFG)1sLeDk*D&1{@(-bk)T_rZhjMZtiZPH^CP7s14y>=1P{U(W)Y&l5Jcq!oMrp*
zh1;x>H;vO_*50l9K7J@ebeG>xRO{Da<kiLq%f$P*YWQ%3?n@b!aafrcO7szeiDVVt
zto3YT%jJ;;>tD&_4)=toxLOD@R&59D{M58W)$@9g3lF{4eo87bO3NI_d7>~JX_+h;
z!Wyr)@(P%@;ZP4yS)FWupU*`VH($5(%iBwSN6M%4$kz+)Yx*KWwu@&1tVCFa%~PVs
z&1HmMqPvhXwWX@^*49_KNt@HPrL)6m7@thxr7Fl(`S)!*Mx|l!TL9-0xPNbe7Lfi%
zUu@LPpFe;200UdKSedDQ|5wlb>gpFD#W`Y*SO9e7A)dEBtrQT6Pr5Yc)hJgKG0t>^
zRO@W3qH)<k1aj&<?WZ<w#`(P;!};MF_QUeDS_|<5i-8>W@t9%?GKqnS5wF)Oyh_`)
zkg6OVf=Kzl0W?+CCXuJ0!;;sMBs<R=ARwwYED+--c&;bh-PUtYqV2TXD5ro|6D_Yq
zGthvnMS?N6^;Gm=FKNy4aKCo58^@aB=^of~pQ=P=nO>U|EH|(*{^x_m3vZhLPU$Fq
zPo%sbaVbP>8X{i?IiVrucN!WbK#>|EmjjW^22al|L?sExro94IamYYU04^gd%Lnkj
z<&~5=0VJ&tkP$n<H(q5raH@Jd4iqG*<#hZ$axa4|R&Cvt^qMxBw=;U4{<23&GDtWF
zwKIOWv{juzr+XIJP*%Hdhm%Ck-Bj94<+bF_T7=@w>>jm-wZM+kVldfw)$Wy)q|{yu
zeRF!-ssGtW?YO8z85rpa|DhiO_OE2e#pLg?kl18>wTxQmG2Tg53opt|O{hLTB)`A6
zG-vlpZw$8L_zqK6T$E;FRgxhWSbT4zAlG#%&A+a}{_lkQVT$1(sqRDI4-m2_DEM~s
z9yJJ4U_uy^5GhiiDMw!BE+c~$8ygD+S?Q4P!AT%&Uh$046J9aK+uty*i*HoGq^_&y
ztnQ@qOmL+TLqTnIv$2_JLuKkRTXDE*l&z=2@O5lyBl^2PZbxfcRVlJwUL<Zui^Uoh
z?Pep#QG~w26N3v9gVnqg`SKm|1W7`TM~rb@?p-5jM{Bd^G%40Jp|xv~ICik-2ZY1@
zih*VJZg5`7l~J88cu++QB`e>Eq_{HeUU;QU#OT%rHd*|$oWXPlWq(CQ`qKd+eFF|)
zen|<Cr>g+{Eqq@*K&E|1kGG=<9T^kjt6<tZ4mwN`^U2)b^1Vw>YW=1~cqa>tUJ%UN
zzyuSmXrVOSQjiPQMpp{%n{Oof&)i*Rwzp$s9!S6(Emegb5Xk1P{!#h3yG>RlUY%ea
zHcY!#MadOt;7w0L;_#gH{Aa!Qi>Lm9(LDL;Ycyw5sDV4WXAOd8+H~vGCqtF(E(d*?
z=X<#1iOp}DqkD&$*T>@V%fE<iFdvuvcg<4H5+JDtag_3WB6c}cd&D7@BNSSMBY;`)
zo0Agg*X#eKu=~nOYb_IOD|b`Wt%sdwzwQE#vN%yYot|cT=AAfnf7@ak%8ZM19r4u-
zqy!hs)u{L*KbyYT)~3HcutJK9uQq)Me`e<s)?rtNb9J|9-m@qXgb7t15R>K*Lx0>n
zz?sRG|8!fr(lO7l<mbH=d6jMQobEz=W6gxh<udxcy_6Zr*kRzHLCTqzpl#Q<;PGY_
z>BP-v!KL8;Jz=6KpixFQ3*`0mQhWD0^9$Sa3t=;y&DcW(d-Wz!%%<zUIGHJZ3=;lg
zm%#lHu(snRsjR;!w}gNCkW8#zt{i4wtJ&jnXAzxr{-W^7lWA^9Ai3^FkQv&+4JSQq
zfWEmN@xf`vyk}k_$eM+IDCh?WnWo8{gRS<&mLHD|of{C`-Ko}}5Cf-iK8(MW<u8G)
zc(lg$YR(W$3=Z%4#m;M1v*(*mczHZEf6*#eG^6$q(j@l3tEoy920v?XJZavc<fgq{
zI59dJDxa|=f>El^nr!A9(uv@RL)gbHC!_fvjU!j6g1;?2S#QkdM490iOlcm%1*0z7
z&Jv>A8{Z4n_rI*!HQn7LC4P_MU9_(uo9KvjUxh==%MQ=9D$G<jr75JfZ18GVj_UWm
zu=9q>%1Tz#9m6L}!JLN#`>->3qtn4+y+ltf!SG>ol2<<$$yWzI@N%u~xTIVh-89ta
zKviqIYX0X`_rqM>rUIjWNhEWqitdkNos5kGKDLb*K8<6fx4*I1ZRmbaZ~TSmxX$%V
zt^Sp)>A|ZH!KD02^AQ3a+@`otz{t)9oqV#dlIN6X%U<t3i~y^S!#9i+nKkJd(|oJc
z%acZFgJq{@eGkVA*~j``&NnJ$_w2`$B<G$*hN->6ziymoUkW60e4`hx2r5r{(XWE{
z$>wh052~9p`jzMJ05lqe=Kr&0t7H`jLpbEjuuJ7ztuavSzSMlI{vwBg60+dO*6P}^
zN87=ixmAWb#?u`&E$W7psHo86`pEri$=P>0raL<^`^kZj45O~SJYq~Nette}eQ_eD
zIC-+-Atd(vWv_^0MwucxPuT59!TO8}rq!+Y+Nqbw(g~HjC-1oc?5*6_`SOfp^cr$+
z&%_hHBo{uX)XC%sW&D%$54@_{B<S)Jw>}M36zNm=>ufc4FPe#x26wuhS}eJ1EKvTt
zPJVyDF2l4)vwXXQh`Xa3CEh}wRrMmpn3uIZIM<~3BR{1lmIb@&=(}-;Xr}t2nfqIR
zlo^*ji<|{pl#{KLuv~It(yO}5ZJ8;uMkHnDg5>6yTbg?LN6d`zPF_O70iih#7O#%T
zmTFZ`R}ApA%F}W}AoR5K?sKW{tV+s48%;Z}-AS3bGXAF%um#<J)gf9@%=hc5dD8Ts
zGTij%?QvPj(>4>uk;ZnY|96pOHF9x$juWZRE$ABm#Quyi8oS_?O?%oRfdmn2@ke$_
z^yE}x1~mZ&5O<YpzrxH|&kRJ2jaLL_wK0MloX(R)76+!JA2+Fak(v)B19=0np9+~K
zrk|hf>fhP+meeP*XU5-5x>GuIyt7~(@WOtyBIFaq$LB}5K!~pv8Gj3JNOw97_n>A!
zMbBq#sO_4=2~YczA6hFdy_^2&It?XVy+w?{2|%hncd8k|lE#Fn%y>PXrAq?=1fcT@
zm{<UXnF6kBh%&^??bVW(U{daZ-7HW*i1Nbu=f)#>Kh`ev+ojI*O-FB<w?8*)lqO9W
zns0Qo5Q&VkXQMCqQ$3!+OYAYd9@5C!StZk`6-T|jS+u9PVkl?j;xBh_1d-M&{yC2;
zv;)Dx#TxBYVonLc#4!@pD+P>?m+Fim3--2w5$dKa{u6cmFUOd50`&w^|IpcURtb%M
zJAS)2Jff%I+>?KZ)9Svwa<EE@&qN;8Zb0W~2&Tr0X|^>_5N{15z)h2Js8Gj73r<3o
zVGCnOzi-66E~jTJ2UCc|1n>ynLNwk%ofGon6BC~}tQH3V>9Ys&4O+Fm05hK)TMsnv
zfF!XAhae^8%CXAlzq1^qObt1F6OB<-^L2zVLZ~HbUWc2S%Kf@2H7Z(b;|+|AT)cF}
zN?cv*bw5p?c)F&d!Qc<|n&XiF_S0!G^Rk~=qVdKMn~95j(0+eischCfl;`48XfS+X
z9Al2FCG<icFASz0*S3-uvNiJF!CWu;Ahl?EgyFSrd)`WK)U$^n3<PE#bU#>Bhdgj|
ztW(<v$zornj0Pt5qqx|epjREBBiJ+SKJW=T5f2Y9bOn|4YB&qw(_P878&s1V3i^X<
zL<f`(+(8Q%0Doys9|0o|60X()>N)q_eg%*L{n!sAD*FH=IYLJU^7oW}#>D#KFGn|b
zeoAN*>x$?5b%?iFc#9BWOOkxJjTp|FLo$JS)<D_hd`Ne{sKYR2x|BjC8hN*Zkn?a7
zvCX<-#`;N9ruX5h;-RhAS-He~0l5lBbBc(|{F&Yp7tvBIJ-8-=Rn9)db-UQ*qs~iy
z+$Q~b&F`75==?Pg244_^In?)w82#)KiTwjY<*-OzY@yiJo2@w329E>lq5UPSkOJ1_
zleJ0P$KxSMc)@GD_{N5WC&s?K-;;Mze*+meZcwaBhGT$&7@vUPIKQZ99T3b+{gaUX
z9yp^M5*T1sFOE4Dkx0De!lv`PXStKt?``?mJx%-gY7|I{RfQ=%)sk{q52Lld9~I^O
zs!98n<=W(-2a8j>J7*ZvZ>G%9tD+ga7s~e1W1rPj-~kuvXtwfG!wESL8sSJCp7{qf
zq&hRxpQ-{zO!Rve)DwQNyswNinYf~OXnzgX!c{!N(Oqxp{P8JsgLU^HA8>)P?GC_k
zxZ)u#y2BVTP3k(H*ALjDRn(dayo$#=om?d~XU4daMDfG5<2*1t%w3p&Sa}X_K=-D=
ziYMmQaD-dUwGfH2BkD`JU-Meh;GkFZAP}<$$fe9Z9sot&`mQKT2_%1JToJO%%B-9F
zLqbBRhWW`b$Rf6k4#a+I+Dd<b<t7kOv=s<~w`B^-Mc;7e(%1@r#we1U`@L;6C-B4A
z_D5BP_Am$GVQbd&P^MxfaK14VE)0~G@P=PK)_wQp?1=mEL*G6)@9DZ|vSij%ZESq|
z{92D%wka|ifxNBS1gCdO3#T&t4eE3Z-?{3lEe*?M3fo5`hI?Mq0&UgMySxQVRE(!s
z^(C~LsKML<-1@kvji-deR+(+WvWw(n{V?AqBY$6l89JY)r|{_Ba*h(>@mMp_Euh{D
zr(Hs?dpV2!?Pohb!*?Hpn^?yF()Fle&JhNx@L&(NgbB`60aA_bc~)$pASweOI1X_-
zx8EN53gjx-)jdI9<U^yZxH!bs2V#ZIyY69NKzi>K2;3lm1d}bIdVG4!LF@iZMZ`$j
zy1Vh-x(239?+wLsl3F`x@cSJYua^uAyo?T!l$j#Q_=xn<G6Dl{`^(wzn=nDzDqGti
zw|;S-sQz+RW9Az>k29-qz{o~3Td(V(+CIOl$m_x+?wA9RP91PA`S}ub6UvO2IXFhW
zt)(M9BoQ@shpFGki`qEJ<Z@LC?^Jujh&y{@XFgRSb3~%GUFwf#)e<_sTmXH1KqX&(
z;C(l7VO<(>H@x3}&nvqbW0IW!MrvU^>u7R8UZG#nj>GO&@r-My+{$Hp+<|dM>%Fm@
zEFRbxPxbF8AZq8|hPU*9DMUijy6Y}rLj$*~H$a}WeeDFe)OQ0lpRimL=~SLrpa)We
zXU6n5+U{7P(|tXf>*7mkKk)Xgi79??d9a?;Vaq3Yncaa?wVRj1CmSeciSARFDM(eY
z1eOL#Gt&E7YmS9Fk*5S&)Ma`I{>}B!>Jenr+HS8)v{PNBX|^nNY(H=FWs<9{-TiXi
z`SQwhUe;0q-muLp1XcSvQPcR>aW#GB7a>OyY)x%N@j^-h?t=V$2I+*d6AM@7W!*<k
z=}Ebx%xq~ODw*dfpqq1?Vl_KpGAw?rYw%u4ztIO7gBg%rJ6&9IIzA_k(4~T9LO9A!
zlzcPIt1N_gBE^F03k1yGI2~$0{EC?x&&TpN0Ekg`VlO3y1dt{~0WTC%5dv5>PJq|l
zq&%p|$k6$_wIEDhD7sX8Y)I{|`2=o>L_t$zFM-QuHEJd*1;ZjO1tp7~n_R?~%8|)C
z1>>M4GX(?Tx$F5>Gzc!o-JyM-FUanv1^K)EQ7}(TWpU~g;gmQQA|Vb)odI0q=g6F&
zu#e&CnSYuQK!?OVlad-G4dXU)Pv-b&KWDM;c}pJ+Tvq)mhJ-3UtCt593r{(~qmrTv
z2P%GSN>1N=Eu?*vYp29>n>G}g+Ca*hAcUk?#`DeknLwxMEp)On5-+}A9<wFJR_*o^
z@iq_oIV=Lct)gD7r#a(P#DSzlWqj#m?D57dP@Oc}SNjO6BgLI?4V5+CT*-;$jbo6l
zR?a^jRN1QnPFpTQAT_xWt8xnX_@KEOe+(3F$n0l;*6VnsnTqG_4xOo~DUc{b(7cp~
z!9)*)4HUL*C$(5l`1bc0T6f1pgKRa@z8mYBAyN|qOp7FD%p9R=9F&&^^3EHvTw-Bg
z)_MfxYciudQ0Z_=_I=r!JUAASZCLDMhB^vw-`xGE46V!H?M?O68XK%?87rsK6u9@U
zJ8H_lpV>Mt`V9Au!V7`sYF=t){OQF?8;S(i6CWcHQL)C{WYqVRzJ!V)?~06^n#hZ@
zc-=Wdih2(IU*SvRSb|eoK2v22<^J9#lnY@u`fw<^g9FF7$<W=}h_IfpCXE=TOGGD*
zO#G~YQgQ>CeFsKEx1a^{TK8~s!5Ma?$EKLMhpzD3wZ0OTa>Y=-C4J~#Y*%n?uf2?e
z<RS=*jlTkAJ)2Iv1|YvLo%qHdwAV7oDKJJCfo(Vh1Z`P;7YT#^Pl)!L4iY;jO>K1+
zT|T1{@`RF>2>yg$Z=-T|GI3qr*<->O?itR-VDzA?Q*pEL!J(r=&8DL=T?;8G7YmT^
zfE&uH*6*NSTWRf$I+U1)Uq4=!dVOTogJ0Ns@V2b3wzW`K5e<}nGla23w8v1`eWeJO
zrc{sgeF8QkbF_1ubQ@ix58DjuPaKW?vY6|ilJ@g8#p5-_kxZ|esSoKDEq_)rE>kh}
zHX2$JQ#iSBA_P0Gk{#LHEReKImp+7XB6<rN9}fm7G|k8(zx$jLwo==hGR>ZdV;8fN
zLP7<NO4-3$YEt$EXx>Bg&_22_po@BV@Pl9ucwLiyQ851}g_tEU*}=2;+@c;~AlD)U
zVsUKjg82=23Z~AlYS=a*df&0$T<`v<oKU(YbTnl05OXqD5&mJ46kvC4ozfn-rdAvM
zi$E*qaL%fgC5YESp+d)h<wOLH&Y`IM2UmHR-RkrB4>~IRa|A^{3=LR!7IS)dNbgB^
zmIYC`LN0PmCC&RKM)1c<jghKW1zY32d^(s$T&V2@SX1s^&=a6zezI1TNpaPH&m)U}
zPoZCCt<GIB8OP#wz$9tr5p@B6xHtR^icrDx-@~!m>X=^_$E0GQ-z>Yg@Wae1HYJ1y
zylt&D9~7o#063pED$A;>iUTD@0JX+qUs^k{9%P@AS6A-`Zb)Be7zJ1UIgv-Dnhw5k
zyk0)jQF1#ZS;8qh?##uS$AY0K@U5u)Nh?yQ&gMk7!Q1XMJM7_xW449Ix|v00za0mH
zmpdX7Sop|`BQLC%Ou4%ci5+2r+yK8<68?HkuGM8Vm|E*?VuEga_zv&Y>mAv;bbj2S
z0E;<}Umho)i{^y%r*b~nYEk>GN?1q0c9jz|J9==VdmvqYGe~%~<Q;3}$BCazhOY7U
z8SB{XKIfHxXAWDP+pFyQywiBLh_$@bKaA7LLq5eD;AZ+dNB*ryUE^S*nZfaN36B?g
z`}=axc@tN;*&9-v@CB&vn5)yr@y+-Cpq>~zJ*^5xq*WM$f5JQ!BI*YX3ooywC0nZ1
z2)gr#0O3eWMdhnm?|1@8JBq5R;y|;<dB42-^U8nHew%gi7NOrJ?@NgTvCu)h&!zLx
z$g&}si&gk=60f_&(sz6&Rl7gHp9bnX!Q{zOcl@}WGdx||c%|m1W4ZnIyWOzyq`^|4
z7#_N7YTA4sJ<HtOkrX4`21l^Wvu4k@v-8?~XF4i*E(WC7Q2UFTZMPr#kt~WR>lyLX
zg<A-Cwe+5WuV<NEDRNO3?DUL3<PKgH?FslfkO!z#b_!pX@xKqn8nK~BP#1`|*Ua`(
zhIy#KzCK7Oc_sv3h*GFlQ=H;I*9ILLFi!x*TgcbYToegnN0<?A?tm4|OH|4~?1}bM
z<^0bQKy{-6;<XN18_s}^sjfjsM;8c2D-!tJ9(i8z;xlUv0Az@)fdLJApf7-op4}}y
zr2&IO2?goD+s$SIR56Xm?-%O~`58@vLm1@-BFXSqr}5T)z40_9zYRU?n6KtkP?kq%
z>GG#pFP<M9(cZG1pO#IS9cB4=rza^(`$-Gk+w0CzlH4tHtec$9a9du(C?(u%RYdya
zq*$YWGBzpc{Vq{nE77v!)X8`>O-)sD@RDw8K8DDo9USi(vLn2wOw;C%ktXzo-##T>
zLT@}e%Um3tVOZue$C1K>#SPHl)HOoxsuS$ton-Z`w?r%nr_j7cbd+@QP^to82|-$a
z0!Iu>c(Y-7+P~0H@f*r}9+$4Yo|f$;8+rt}#sM9B2&T|)W6;6?nAkNSF;J^<4=VFK
z4S3jpkKL@Wf5zaDN4f(hjGNKagM(uJI1Xq^t0InOn(-0LbNe|6?(46J%^lbJUN=&1
zHdZG(oP}^1n35}0s9Wk-GGpgSQ?4|e<)^X*_Ej&nHX46){;E(z@Vc$h7>mZsC33x=
znd+cw?sN4o3lV8)#`dmIU)Bs%|K<$*qb_9A$s-{=H!5K<?(eCGY42MomS4qvmdyWE
zLY;<pj$ZtNLlxoXtPRK8&<DL+_%f)ABA{a9SsA!&B2%aXKn?ZoWZ?u}sE82}fd${3
z!Du7=)qQ3cR9Dq6*Q(e*XPYme*yuSri)PtTcT=RFik{s%+GFX(mNNZw<sedaj7oZ5
zgm4UQ6$J1@qxh_Jl>E5}a|+=+(8WT1hIs2foie27YVKxZKIRa%)}=q@VEr6LaK5YV
z=0irt&yFyvp|RONcOQ(E8A`Mtkf%yL{h65~lH>%lH^=2pwzdLQ5TCKoh;gPc{Gh<~
z@u247S2nH-D6T+JHzGK}v3tqPY|uW2=gg@TUCxkptz)jg5c&?D=&Rya#R8F!R*S((
z#T~h&ty!g=LNvI=h;k@Tq)gw(sCY0$g&adJ%G9M%mty?x3|oj1%Nd)a{oQPJiWu`>
z80Yug8VH09PkleVNm78aM{~{T9u;K!x>m8elb-l)IFyS~OoI8vKNk+Dr>N3_+Cc6N
z|6z|E-f6b?&r=Ghp=ZP#V%NBfwKn`mg7%#6n=uyj+sKH;LK(=!QW*GZS0#G3Tab)W
za4H{8Q{ntzpzSrqIFm;maO!4$Z<U`^_L_I;TbiG<hhknR#lCERM+6_Bn}J%n<zPI#
zcl<piF|2cui^)yX0FIZ_D#vpR{asY`7bMVrMfF#Jm-MgBP98ib<aqP5$$xK3UP-~d
zrCHtmGmn}_L_|`xL9dWdD^y12&hzKbw?AL=@A4$k-#5kZ7+@z)C(uz7BFZ-wK7(|T
z)kg+5kC)oNwCZzYCl6p#m<p4WD|cy*g$Pjbp0?K~i;IU)a<K9+ziSOZ#vV`Ypsi{q
zAwV++3{2Oxw+gun-cEy`O@V=25;*=GW=pds&#dOf58ET;r%K7wrd9W|#j@25QZm=q
z--^m6J&U2hMJ_jKfBsF`qP1#)qL3C3X9X%EK$Idu!drS**a)huUqLd~09M%pjl0W~
z#~*pLpX2=ut?HwxGeXHg*CIixn2@QQ@rqrWB`fPMb!4h~e^?nyugD*B3^%%KOu#!d
zwT%Zczsokj2aTrE{AEEHDwP4--uccpG6L(HwVm|Xck%jkbxi3}|E_EiH%RF>mp&cz
zG*;+z?0|`f_co+skR~xgt~G_|Z>^%TQd075R@romX%Gg#BJGB*GntdDjEss-yYJYJ
zPE5;fZ`b+pwgBORjLCBy=}nzuL<5s*#kb+7i>sc!)gz;7)gdzCDMp?0&AC$5yN49m
z!-}oo>|{8`CeNLx{L&&WotfaNhcr(*xzL7^SBt%cUgl}fYUvkn(Z5JPbhFhcC{UfL
zcwBIY2)aIb-%0O&?{skzz+^wF$Ro=(9>0Z+<M+HTK;_+P>oKFkUHy?<!VT~l<GBl>
zd0HMXN}Y<-I*W|b&22OdUh-*SKv}szu&M}NeEF1NIAcU!ZZhg_A47%?lPImKmjaek
zw54!>-W&3nh`DnnrlEQdmiNtA?1I}ECx4{OPHKJ638RO+k!Gl!zAbbs&kD$lTc7iy
zi#4x_-;Ey(`WRhkyML{1O7jEt+DdE6`c&Bzx-i<q^^=ZpZlsw0Ka%WLyukRj@$NFu
zY3UK_lZwhO&l}`(7{S!SF+|)cVZA(rF<6rvgfVa6rDs<1rP={!n^;28YzKcfs4*AQ
z)0LSInk)M98M7=Z2F;%pXBPIO8yr1$JB5f(0s5V`Ddn+|(5ZLnJzWc0$^^>gzcRiJ
z{&4V1I&V9MLsQ<*|I!)$v!?+hE}m{a1P^R$+yZQ0(N7$aN|68E<rXQB8b}<Wc>}Bl
zT3_Z>v*Bp@q{s&wj~pler9DcoKekYe9K6A#JS!!|U5bh_FGmveCs$0<Lcu~o|4AnK
zf%A6vwiSapJ9PV3lBczB{C?xG@aUMpWl49_wi{Zi9*GDy6>bM2Trzv#-Mpo#V?0?|
z!{8_%L2!NDX-1#x-d@rmZ-OmUtGD27<&u}Y!Cpg}AzHdp{WtpAnv$8iWc+(?HrC*^
zZn><bYl#k;O1{abl?;>T`0D2;^ELU;<Sef1rpwCw&`_j$4r4mNOzB@rnoptCz5b(l
z150Sg=E^e9)}LRRcNxN5@USWcSTfuz&sJpx5^GNA^mZn8#8ql#zD3CCU)RJ?m7-Z;
zYI~wRHawp!RuvVM!N&jNTucX#BaVs=7XTwK9qB41kl6LS=vK677GC;L;dfYiYu9j_
zKcj5V^RWbk>~SO=i$`vqu}rx@F8Hn7lVsf$-CVv$OtX-mYHISGyKSbBNot%YRVtYz
zSnn?0xUZ??d&A5=gpZ_kzO$TVBuWCBPL3W!|7{$I5koqBGH0CdBxT#GI5^@m)UUpl
z^_s5?%smclemDybmeZN|5D&dlzUM1Iewbv+SIIv3d=<J5gIL1Vk~1{2Ja3eLLLV83
z<chKcG0?pJnbP|u_pS`fI4L}LZ-p|}zVXIPla5w^M?O0GPa@6`PrAk2>AUgm#cTxS
zLOhxAwwMyo)1#F-(>1#dCz9(XYs9#A3XvN&=CE4#kH<WAX%|+)Lf3hVDrn#*w31mQ
zM5*wLM=Z9YlWT|f5;s&nNS-AK3l$R?{)!I+8~JSmy3Q|=C02{_IU8DPva+Ud{6pJn
z-Zk`}MSoU|IgWJtpa)?XX)6rU4Pq6pFVC;btIOmJ_Ia<BwAEUDu9m*6crEGnByO>~
z_H7_2HMdi4UE{*XyQzUtU%;sb%d5K%*|DgQqE?ZyQOrK$F4F#shFEu*M6Xv}>V}8w
z+I&s$p;D~#=3qC#05YS(+c0YcxvdDfCv%Rjv?2h<PmAxCoNL>Oe%VIYbZJSxQ+v8=
zNq@duFm^PsiFf~`CJ|jL)59O2epaU-rea*f`1=*dTy>T-v4jF~FPeEv<pJ;X<w9Dj
zYQ|cN^>NmjxcEWy@GVynt!$6Ps$WW1=HAcwNAcq?O1kWY$Uk2eUwnw2)7)FzyZGVW
z*u?sh$c$~Aia#!m$mU!+BHJh+M2pCVnkORsO#9!CjIq_*AK!V7O|yz$F)~s!Frat?
zitH$e{9(TvYkLA)?p`KD4B!f&A$oYRMUo+Mw|wH9z|YHvJJAu0WAl3iifJ|umXz&B
z8@G69<X2>WmQYL@b<PUY%Pn)YI+n3^gSN_XE^xGpH9WeVx%rx_$`AbHhMV~Ak{xGK
zCz}3|l;|!wt@u;D_RwPYpk?_o=-by>ZOZd*5ySZVL+J~gd3A&l6VMa9q|aP`L<l0{
zK;0_KoOZq7*<SqEoutFkQ}vpdelbBTBO~1J4KLB+I&9pW0exm)bYQL(WulBdnk99d
zwH%VaXc&LYXEC}lH}ux%d76|SUICodiWbLZ-2us;jYY4DzBuUC&~^Rvd1czr>gy_J
zV#DET*f9!9p=3KY=Y7_r{QUU!8`H9jO@gOh#U8T_E^Pd+=TI3L8Quc}1Ii^)#%MBL
zawNMhk#^lifrXz}34TA6=8;D|^xTYG_SRA)MW4NY%cZad1AZqX>AN{@c8{1R-_fO<
zeXCe@QsOZ93hhJI0rFKO5*?F~oLtP%1N=zs5|n9wzbgNh6vyiXv7;!x?7oB9D*yDR
z#1Buwc`-?;b{)HBmC4+m8u;B|z4~+C7K-j&5$aD(y{((V6KXbZ;J#;$%(}eL8#M3Y
zHh(#!D=bmJh7MMy;?-a^mmD9fDgRa0hY5ghcUba3@FpV%DG81>I;rSDneKF*Qw&rW
z8GwG1HQtV8t1R{KwUf4Js}hh&{>+G*ZCFr+9o6O@gC)vAc;kJ%)CA)j7N@!HH>vlh
zTF1$Xa;O5?W2J4A*MT|!mf%D!vTRDv9iL0FC#X6GE4?+RX@$&4lD;awUQJWAvnzV`
z_;+Dko1|RDVEp7QSi>jno4<PaG<{R_jcPc%(sV?JQ3+-wSQBP%9R9sygnr{eDmb4_
z@{<BSZkVYQ8}_0wMF*bK)W*bIPi(HGqKx8q(&Vw6wn-7%v~~`5^=qGO&=oy+q8B#Z
z`Uqrqvu^$>3^t)$>RZX$d%gglH)>)19Ix}j{PU-_+|K%KRz_FVa)6H#aQ_0g5STM=
zrwUJ>c)<D52^N%@ueQH>3@>!bxF{EgyIOowQM|e!*=<6nYviP%#b(n-EZ6Ibv|g+g
z%V|0YCev$Oq{4EGIL0)S$i%$4QJ=2WC2sOD{n9s}KS86b6!w*sH1+%)0-t@0-rLQQ
zeD(vwcn7-o9th|bye6+A%$>+MhD~3pEtoGsC6KNx63X}xeRjv!T&>uSj)8lq`$~V0
zmp@6YGhR{$Qr+hq`$+nqYGFSnzr{6YC^S-6<JT^t4<4viw|C764E)|F6ZS*uTMQGu
zEDv3`cm(Rdqq&MH0ZHS@vdde0s$A#<uhCR5afoV9Qk?E|lm~8c3m4uWE@yImS-Y&D
zq5QnG*!oR}qNQp>>P6|)!|`huhIrP)Q?qS$(|s&C_>_s(-s6h;H~U5NhIflKHGa3R
z$QhbvTl-2K0a#Na{*iwDT#Ayv`_G}9*8b~<w0eme<2Q#NLTs3|{M=5kh0to5z2yyP
zDl3fiY8F7Om=?=WZhsic4UowNBq$*8sjcPj9kd`Z93Vd~_vkm2tU3hi(zjwjy8HH%
z^sBlpNsX7WTyn2iDBhI%Vg88IoJc}pmA>itl{&x7q3}oc?VxuCLLX;fUYs$lwS(Wa
z^y+E_VM=7@@-^dj3>?)j`4Z3Xw*xE7AA~WpbK*egbL}fSk=p>RC-)e-yRB(F!n*ig
zRuWZHA!VJKm#Q_iD2I@db|;hSUkJ^<3_x$lj3=$LUM4>8ZkOH1^u<CxS#z^mEiP`|
zw6}dYdoqa=Q46XXFfX_MqsaUV640`o$+%x!IGdVX-)nmrEi@b@SYM#kD2$^wWNNEQ
zeZ|)Hz|@>#3ALWh20gV`-*(k5KL~_#p`=Dg(Sqyhmn)raW%biunaNQ|jui8IBKRhm
zWNYTnA`e-eHSvtC`Nf^A*6%)X;~|%?{VZhN-7DW*Unb<j?DmG{f=6$elnID3?K3SO
z&AzfZ-}cbZPeXqGOmeqiNvrp=leoOrVZhQifmWgsS~_7Hb6Y&{otVx`C{LX{{5JFA
zjw}Lf7LJNR1@WKdsr&K*9K{lk$ap@xKF1wCh7RN2_F~vONNS<M!^m61J$)~5r-EN7
z%q+_+=ON<|JNd&B-QZbX4k6~^?iZbwRrIyrzup+Vm|}l}L;CS+XbLV}Em*0vT>3%u
z|E|>TqRXY9)ZwN{qti88telq_;se$SHJ)gTv&RW{sS)JVt;nNHGhe<Cy5FjuKX<`i
zYB(iH#vg*!x$83+sJU<oO>w7(^>Ps9;uK}z*~ub9<)#XJEhRNmlTRIe1k<8Otkdp;
z&B6E*g8h)K&5~o7JU<?>Cv_{;ns&Q*v2)u0F%xs~f|!MlR-|}q?iXBk6B*Rg<-v8e
zRo<;H2GmHZ?7qjXj^H8Je)k29;{c&_`GJ>lv39iKWVvA%mLx|-wmTeDUWzTUl9B=L
z#)hK0YQXG4x0(UXU@9hi4lY!m$Vj|UB(4tBOw;i`w$OJqhJ2gvSicUtM6rTfU)vv-
z(2eHjc3ykuz2L(u{WkChTFosNDK6pIT9Nb@qWzIbEq7{aPT6352ag<I;m>{Z*H;P$
zNN?xtd*s*S>wB4<VC%Ev)MR+nB*Mk5AOoBj%xW)LHcn3oAGmJ!PnAXp(FQjLUu!gX
z=V!TYm!8G*vLM~F)!`SV^%!BY2@E1`YtrKDQ=Ch!aWp82XQylvO5bsgU2YC538u>(
z@wVnYt;|%g#EN1)_1JbeIbv>2$#2a1W}50keb8c`d8{1Dr{2+s#h$qNGCr8|lGf8j
zj<S;hs`{IwOL4YDYm%wz8TW-13NX|*r5azI7F-eEawrpDTtF6bBQ+nYYPHp-2pl6!
zXJ>xo*B^@AR01Tb>bZM7sXPw3ig`mH&tSho!NJW<$EtYO=YRA3%pAJ#Ka9NvR95ZQ
zH4G{UNP~z-sEBkaB`MNKw{&+)w?&6Yw}2p>(jX$Ogmi;+Nw*;UYd`1legE^1{~O~w
zL!RTfg`0cteO+tKHP^c46ntqyi6Q3d%4TqPDowgp==usp!WQZ`8A?Jzn|KOm4JMO#
z`VR~xs2^PgcAT|@#qdyvG*G#tZC;m!Y50W-4E*$8OvKbq!Ejm=4J*8y<-vd^{vfFy
zv!LjC>8F0FH;wMwO;is?YwJ=A>(;d<ZQcz?f4m~$COx^%-X#1aRIG>U@9N!%{ii$3
zee?UIjg5?Ga{Q+L-rP1D<^7O1lP_q=cWN;mc${uMNG|x?zSpc(TxRLQLpNf!-+7hJ
zdEwE#&Hl}?NMIBQv0u}TtF#^tnHV2Q1#1@Td!sRa9&ZXRcJV{+q)2i475g|~6BGW=
z?_txh^w!Vq5>vA%pJfUZQbDTe3agz0jUcl{EPktDLM9gUFVWGjYeWKa%B~lG7H<u`
z8Ba)9a<m#&=y}v(yfKcWT(B3|m{!?kSjzD|1oizB^d>CUiArl@GhNEOu88vSCwY9R
zNo8CU;SU#XE1;ulyV;}Ge32Tw^k#`S?^lJJ(Ij2n)%*&QxZKb|1=Q8e?szM#+bcFT
zFBz^3@s+4--M%S#pPV6Kv_$(VH9cBYCUs1#Q?QhY*6m1~)GKO(Es-~5GSF#fQS-=D
z2TyZzj`jw6R+4W<9vN}=IZ!o)$_3%}&;5F^5dH7yUm(|0B=|neZBza<O(v&rRk<>#
z`s@AYvP*tF?RYI~ffg~p;TDe?8uBdWt*;6=Vkh0`{n)-8srWri0b^>=#s3YvmJEzZ
z-><WCEH|0(wS3^x_;NSp00tVCKW@2R`YByHQ0jRpq2b-iBc^#t)sw&<He812ICo8d
zyzi*je|8h@FXqr7N8PpQI#V2!^gM<&U+u?#BKm5sGo|nvtWQ&nSTx=}?|O)Lam)N8
zM^rcsr+;eh<yH5&FCAz4Y?2OrxY91fO6p2dIg_ulq^YOkWD45R^G+(~UX`|tv_8?<
z_d+8k{7Pl^cJvPA^H8d&3Ut|t*6=Ur{V(~XT<nC4$1qdBc@L|)#u2QuP{(ewDT~}9
ziEmc^LHIO<ImPig&-+q=_?G*2m)0kDh)L<A-}&9;WtDCaYFX;%<%-)>T@_%u9~SDy
zM=?)f+%nN=KPL5jOv-gk(sfKKqC9G;%%JL1N-yc(<=l>oRFd7s9Jo~Tl{7D3z78d=
zWU{gDSQm5>wNjA{Y%WqR7Ia!0;-_l)c#$k8rg*33mH%5la|{a4eOqPJ&}{MKiI`-c
zPGXy)47aD8CTJCkok3RL>Ib7^6dEQ5nDiCP3KOf1`Ff5sKi=?vMDu2p-AGe=iTpWX
z;zRT;c`FQ66%H-R(VD0)Jt?Ce8$+2eQoOyCRJypJztK<gAc2So@4KgYG0b*9gONj%
zWiGAkOR#|PnjYZ2c!2kG_)lPkCUyF>l;M}5-9t8mBF@=-XCk>6g3C^KQdy4u_`Bt^
z3S)nhvc4dts%;LKT52=NyT_>_6YR>Dy>=;wIlI*yQy+IQ5<iFfMWGX#I49HSfMUxJ
zX18CfDw_TDeM<BgH07;n9h$EE6R)I*^Nqbkj~Fmt6Qf<H#A4t-{o~on#}s*6TvI#B
z&;NTR?H2=D&SC!{rl5uYj1=KNIdi<Hj}!<|${f{Z8lkU&Sz<jWz@YuQ!RuxoV)BNE
z%trUjXyJ^Nb+YMQgqdMPSmt-XrUhKGCvq1}qZ0~u%^(aHT^?BBWy3*fq?PQfv<&7_
zSNxO}+`m!r`XxF=9gS#=vh>bsquT8As}5~iQX9YS7CtA>9dr2L>_RYaDfmg=GtRM_
z6WV2TSulq;KT%)fFiz~lF==Z(RVNX%cY|2z=pea)4^>}U65}eXW1ap4QHy;z>5EN!
z7*QXRGbf>VT1y0fuCn=bEp$969uaX+L|tsH%V8|Mr!gy5%w<3PY!zQd?5L_<HmU60
ztSmZfiTW8m3h}yraJhkWg?=!mq9w6Xfr}yc5Mh2yBr)B+p$0T9S;5zu(?PaZ>}#(%
zC`sPOze(Qr$?Q`7p^9a}>aXDeIt6;`y?}s}@r9=!Bx$y8y5!YZ%KO0|**eY5+`ijm
z7Bt-^w5=9*G%};C)v=Gz?K|A>{|n&e%#d-_fi7{QOk?xj%x+z&gCatdvfum71S7js
z#ZSn?o;2O2@Yv6A+Y=|NWpG=!d?vKTH{5%QD?8HpYbb6~SY$<Lhl7dBlW~M6amXN?
zOpt*TLorcrf(b=Yd8u_7_mYC%#z!CLn-l7BFwk{>T(Ucy8t4V+u-@g`Sy_FPZb7yb
zP25FKkJM-n^ytM(axer01ueZV4(my(i1PBjmK&m_UT3_!SKFI*<9bPsUNy$nIHyKg
zd8w&uTVe_gYFNYQ25#-b;rpky5vJdxl}I;lr(>}~=x!B5Ti6(VT_fJSS{b<#)>?Gv
zU`vLdcSw+jd(<09oxqb3pgMsw7{8WVF*IN5j-lDmGInXd!k-Q88oPUyfur5yz3cC-
zm}#$8dAb@MZQjQTlqPEYs44uE=^#8@<yk-d&;XqZy*1vwvc9B_M2{PMuN=DlQ!Ml9
zr{&$fMIO`Cr=B(+)O)p-c*hd_C65oqkeK}xixU^~x>;WKaI&b*No_~{X0v#uicDap
zS}_4_pH+)gwN+lHR%x`&_qY=8p$BKF+uJPP*yuElh_WWC*tgaD+;Jy4hoD6Hv0wS{
zb;y{Z<#64l$J`d!$?@Hr6cy1+BXdVrGGj+nf9K@yM^@#9>e7ni(Wur}B+eD80u$Ss
zVElysNBB$f=EQ7+)xq4cGZ^n%<yyA#n%Lc5UYwmt4Pa%(yQt)US?3})Jdh$MBh@F>
zXSLjwzI!l|xs))_4_Vfzv#SNhC1T|$N)J|oGG`nDmcuHH;0+x$*&Z=#l+Ue<3&j+1
zEHQ!N;J0rNq(g#p7?_)tbwd<asoQKa^QRLO!l*I@OJ=;QpU7$3(pKMERz>~M=paO@
zqP3P&J~&%mjj6dNoZlq#s8XL@&iBqv-b;>5?7Cf19lWK-6gw|uTgroazP!!m<9=24
z43md%&c*3{e`1rZKv)VxLcRWjBrnW@;t(S<o51&dJOxACx4y?WW`#yhDfzVNss2j|
zwUom79C#o&TvwQ|Sv-DQqvW|9+-9atU=F$Q!=__fEk6mrkiPA@{0#g2DxWETy1w7n
z1FNx0FU*Np=4?xK_D6rN8a$BjZSmbdZjQdOFp%yk&kJ+L!1JyCXpl&f(WHtqHfyPw
zLQ(L~sO@UrJkylkv!d%RHaQB{gcEY6Nto)6P7!_^`QJ4J8HIK=%UcYCaM+6-8R;o>
z?wPi{eM|X@u{GS*lCLQ#?J107rSQIabu&{!jQQc(`i{*^xUUvv`uI}N=RbVAV_GGj
zqV+B4nRLh!mU%bSoqo3qWeme~@+)%}PoA8<(#uQxPB6O?Pe?SOqENuOS}W)1NCqRV
zr`i%|I8QizDzDpSTdQM!&hvOVBq-yIl{E2sz=~E7KSXTflrbq>&hSe`uh%Uc;24eH
zYyF9rsW{Hj&s0OtBPWW{$o-n07nt?#N+$flvg(MaFy$Lg+_;CLlW3zVLSy#R)y3E*
z<_*;v@2<2xA)a?-s=OWf8z~{Ij5mL`MmXs|RBdw^?e$!t{vWaNeJ|3@QhI-s_t<sk
zVfLBEcaiWO-Fm$2bD7k0Y)FM<OY~-6bMxz$s4g}WGIaR*r+JIkdKKg-vIA0`oAtDA
zeNlrwI+8tIUyUn2eacsZ#ulap`@IjXKfEP*@o^0Yqdjx-x6?O<Zfoii3oL!cGCyYQ
zw${}6c3+x$kMHQ|Qs}MU5`|i78UYWRf~PDjhO1{NSLJBKKYKguZ%oYXe$ujSI$D3Y
zv(-WSw(;^s_%<;EYlLR+WV*<p)paaIa74rp-8{MU{uxvJzyQ112P3K8+b4O9rAHPr
zl*Nb9eO<fPuRMOZ9v}5<Uvf<X?{`JD9362+US4wWR2C1v8sRGzcp^_Y1<zC|D>o)(
z3VOpC@k1<xnz>PP-pX|t(Y~e#Q}O64Z#_7BOt0{9MA<BlhEXG2D!=K2YNoPCX;%1y
z=K{ESK@RGKdR0-ndBMU<Z?K2Bwv*=S;%f@tUJEe(6XAR3f4~i)1v9=)tP+-ro3>}G
zU|Ay8oec9tai#Vy)4c{~XQ!L?m&B5W=b@|BrT$Id)rYcfZ%^Z3Xc;BhbNRB<O*Wpg
z@LnDHA6r0#r+0JAS=EZeftj7$ZqI;ZH#zlM9Jx#{Gl9BmdGtN`E!&)SEwZEe1xmpe
zf|a3utgl;5@3M@AGqw`=$W+ctyWqzW`q+k8@S&z$ylF6#|0R&btr4)chVhH(uEM9N
z$BG1p)7}}eS6#Pk*)>q#UqS`y^a|Fs9h9IOvf-M#N6mP|(`-1(j)bv;99<T&*@G%w
z7P+tI=Glja34=pUTc@o&O&=s2PAF5S%%ftUzfw_)RaDg#mleC7y2g9PNg1jsq}h=1
zvGA5@mA~S0yM2|{*&&G)PY`GFm5$r*6T9$)t)mXGzt*(w9q{hQn^lj-Hyf2x!1=hV
z$y_J3^nVlU&kk0}KGTzz=q0oS#g!NApWoo0E<-I@FmWEL6uj22Lu{id-`93PY%~4%
z*||%!C7iEKOd(Qr8TfkA<+DjoUgW04=X!^eFCe<0=blT~y;2bga)%-=q7D?vP12{1
z?e@xfaF!ViKS)tYC+)7Je!Cr0H>tAW7}dwg>t0beF8}4mrQ1KRDJrVSiz#}Cobv2t
zqZ%LBc3p+MoNlbeSsLVGNMyr9WD`HWW3QY&sv#rbslPSG-^bzih%=_B+>C&Z0qZK4
zOAJ2K*wC?t(o01h3SDk$-ge0nCvH;o^eL0qE^$q@&deJxljBJ%r(Nv^>tRZvt;&RP
zY2luXRA;>MJ9Zix136rwH94~+-Ww4d<zq6Imgu>;H?L}|qv2TQ=h4$oNa?6@!j1Q;
zpbV`=sTPUn*FQ+KKenlU$v!G_HEvX}C$Lr9mpX3LZn>`Zod4*Lnr*_UBP;ITg==Vs
zFr%@(%grBuX>jITYuTIDp&}eGxIvrjfMxNhrrjws8eb?b+v45_v$t<kh12@xQMNrN
ziS4Fait3qFVu)vDLgl*ZJtZhnQWGs*&OW`P5GoASv~_KJH=0iLtev8Fg+7id^2i~_
z>DmX=_PLeS(Pds~`rqN3l5o;8(UG;{x^C!uONXiId!B>qU&CU&PJjEi-6Vsvy^$#5
z))`@=SNMvE`E;&=jK8pFI`mA-0l1iLJ*Q~ixL;y*BeuamsvmfiKfm8RH;IlBrW-Uo
z(YLlPcXyugk(fG~*{ahext84`O2|_GcF=+w27x^;y!Ux-EPW7_!Ni=U7o_aAoSM-R
zu(U9xP?x@26y5SlQx6Rr+tp9O8zoclOWRjxSl|SC*WOPGb5wnOW<xU&=Pxowk1_R4
zB-`v{18-I4W~^+$vA3S*-#9FK8HvN+*Na-qJ_d;4r(|R>U#aqG_jgZYJ1on;>GgZ8
zP)qnuIH8&ZHgHgnm*=m3s^+gzCK>yKUcx7YCok(<zBv7xH@M3B-u-m<=H)JlO&Vg1
zpVG3_EHpUk(hNn>9NM|LEi@kuZAHRbVHvjRPBQLl-VFY2Da5%*Y5BcjFxE4Neoskx
z(}tu3VzjuO%o|VZ>ij>^wsy%W@dQvS?flWYmCKY%+h)?7px=Dcj^_Tfv`q5#_S8;F
zD`7jc&X9w6Qfr;WkLKY*^G<WUJQNtqU!j1)pKM6_l4?BD)Ia4G5<*v;W3I+E`n5h=
z<@V!}PsEFRV!cPF^q)^ty@wwXevu5M-H7mQnXYp+cGp*@pXL+-CGsCSJMnWm@!BjL
z0rT-#$yOv3%Jn$PUezDPE;gw%V?FsP1y9eE_f_jwSLA8F&m<i5MDdKAaz=EobqKML
z|G=vFcP0~~ZyFgUd$u`l$)xEf8H10HWgX7+eO1VfD(f|V<EL{Xxy*~#11LGgdB#VF
zHY&u|l@zr_O%(6Mw2BSJZrv{xY0q&4NT^-qudhGz$lP#_$Uf`CgWufBoq|Q|s4idD
zTXmGf9<pPWXF2bRnb(r6QV3W5DW0g&!%_=KsKugkj?uMbY>wC@6XIC?KtMF(rIDiJ
z&iQLv(bMnSmmd#n*%tQOP#)8nmlz)6{wgIQFD3aUckOVrEmr_rDl0)|w*Go<u3}IP
z91-|#)@xhovm}&uyV{exDH!YJ;^OOXj2LRsL=23yDymW?8SfOt(3U=}yjLhGvrKbl
zo7}Xwdz*3hHu<Faw{owWe0HC++=WBXqQ1YOXTcSienZ0?*7Y$hT(h;oiN2{{30C`k
zb?swz7Lut&m{^Xe^$TdVHhFp^tu#VosA%djauH0_72(*n8&g0T*}Rj0S*RoSH$42O
zJFlv)EZqEOT$uVb*5;MlxkmRp6P^{Sv)>6f=y@%gd>K9J;cZ@X(rtH4w2Y|ZTB|(v
z3F}iFjq3b-nB+(gT}h8~vDI$xlK6UZ?N_No%l-SaGBS6$*b_!SY(F=9a+iGv(`jw&
z<IpXif#=#Ema7xH@z8MA^1Wb|G^hB`po06NYW;{(bk|6%yexGbB}8z#viGi99X)xy
zy=J_<svcoKSyZU{hNE(ACc0-RTGGJFDT_7|qoyUc%!=7m@>sc)5~nq%jzuRkYzj(`
zxB4bD>A})ZR8?Q+<u^yjrV?QpNJ|DX+{!DmaL;^!lD_NsWN{JYin4N2q0-6l#Gu#V
znBa6MTGT+$rqdkn1_y{o;ReGHxZZn<mC{*fvf-f=x&6`6j_1nS<eH3V2byzEG)f$U
zPnX3!cRQ~5w$F53w2P!2{!Ceyvp%r;i<?C!Ky{_h)P2oL@*e+^^N*a6t}Q`pQ7cs`
zj8Z(3B#Q64DOZy*gC@88wT>qb2BSB!E3LUX>z?M)GiGJO-%PRwH(9cZ@(4$C!y24p
z!bC2hw%i#WQc`<6W8J70@amRX{S8jL9f>VvAiUug!>ox4Nt}KqUx!|b^b<!c+_-BJ
z$=5>uY~!sOJy?e$In_#s0zMZszK;kRxh1`0@LVg>Y8j|fHHA{gzobeCZH}W94X)U@
zSsqbfT-x>&fq^^AZ}r{&QRAgWFR7--2J7FVSCT&Gc}rk){|>c3ruu%Erpc+iiJRr+
zQNu0`3R7#`hiU<s`BR}owr$21o&tO_rKR_heb0SH6r~LYhtk_yM7yhw_`(N;CPi~<
z{S{<6#bue(6Um-%a*_@Wy|%Psx3uchVZKsec|`Eb&;Cp19sT~V9*e9EuXjDP=tv6(
zgf4>C2c;rMrVrNXKX3W$$H%X9&OUbaPqXq|YE5%MPpsL=*Dom}T-<s8h<x_I$CUN$
zi>S7rMdP8aMmXp@`)qQwuI;`F6<l%35q$Pf?Emh8c9wtQxt1Ot4r+*ks<F>eI^@g@
zfznnUscx5di75kfy9#W6MM)V;t@mjLjE?En7#MSknLZYky;QjUqrf_pF@3CluKN~L
zq@TvldP%%)9Mo>bEAt$<`UWN*O|7#URBDtwGJ^Lj<x2s&vGh^OXv(aFRw&UFvChmz
z4BW6pgZu2w?mtYl>0NvdCVbr1FT1UOjr!QR*Wu-g;%U84aV+S%*GPkc<#izJbug<-
z<=@A@di<^U+GtIwW7<J~H<?;p!a1#(!&i$(VM$!X&u69qHhwk4yUN4lLPVl9|2%&R
zUT8Ds#{Ipu{j`q*M_F6D{N!J-{v=48f%xk-2Oi5kxrCQ{Ed-<$6|-N&Wo74$yamMJ
zkB&~cE(HTVPmVs?>!^6{>rBO8>O2mFW5R^yLvuzJSwBm*K4s+|s}8rV3b+ietH(9X
z!d+ipe3)^UP#IghI15;aVZ>}}HAr^58+79^eV^(Y#*o!<=zPs^S*nmXS6q~5O2p9Q
z;Y-cGId&ZVpJ%e1dsztu!~biLk4~<|2j|uC;0nSgXZ<ouOU+{o<U((g=dX(EGG=WL
zk0|O9;Oav2L0M1dP1c(aQ>jq%HE96}7Uofi{c17I`?b<lTPC4p`J+fabIFB+%`<)y
z?`@W0NQ3Nh1-MtaB(R4`&5rvBUU9a)7@`zW`q-uS!7PBe?a8L!QZxQWHyg3%7E7Jo
z1GT!F#e9Cnf`L_ne!Uc5w5VFtsc>D61)5?5N_KzwVlYzYY!9O)qVZjVv7Dt%{_R_r
z<&sD!Zg=P@_uy?=f3<#SP?}gW>eMxCUy|vd%d^dHZ|I^j_U)ZV{ef_onm}1<XNFPb
zT71`UR!1g|C`@JRJ$+^Hgch=URV%lAQU5|wT_UH5g?u!}b<5rQ!O)O_Ttv@Ex|i+`
z4u$SlvWm`?8W|qyD0C6D9yHBg?CY8~?hhJQ(zB<J9a_$KrY)S=v*u)+2=(toN=Vjz
z5UNYl!d!{Jbi+RK=$Y=R1Dkr<y^Hq0l;bC)_V32xsHx+~`6`m;M8z<#cg=yRp94q2
znml}zN9nLnIkV}_kw9=&5w5E$O-$X>XB=Bsp9r!(N=U(Q<9D;N+8!K!n|yt$WWyQM
ziApYg6;b3=)u{~$yXM2Qefq=M)@Ls>$9-?cJq1Uor`0l|Y0X~WndhsB_1K1||9F`}
z>6lc{rp(bDTJe~vm?{_-V$-tGu;%LGx<!(Y6V*z1QZVVsLpSQ$6P6vV^!jD@1tlWs
z;+=IPjW%$GsAU;<?#Lg*tvNza{;eOkWGEwV{KC=eL>ntTro$CVrfFWGp*n$6jk?J0
zF@F8hU*EmBSePto{LoE9!p97ebDE(E{SPg7Mv4olNip7BCXW?(fm<HlnJ4irfr&Rk
zfJjQxj$HcN77k#Kh%rLk;P^xSMCP#GqoYQdhY5iofs^+Ah}QPZ&7)8&WY>clvlXX`
zk9^y{j(zfg)RsH%4dv6y>4u;r4$S6x@fra*L+(Fv%V%T9(5-<k;_4K^K!NoD<(>3?
zC9EPij}&rWdGw=D!nzV$`T(;%!Ns3Lv^=@vYnbfaufqQBo7Y#E5;Z`N5ss@;A;N$!
z9{a%oJ%{hiRd9&-2IW4Nmmn3K<z0pe{*N%N0$%JrJoDI;9xHc15g4}~mB66-)~%0E
z#H$UmlCZDRyyijC;U<_5rfs_(@sKmc`AsVdb_x$cfYD6Ny#kl3as0pK>z$pCC!O8a
z*LQ|SW}lC63l<kQuNOg`%br&-GcTA^`;4M{&vY<0P8pe}Et?7mGbbrI-Y&hG%gAc=
zxh&hD6o$!7^JAh|KEKqZmJ4PoqMztKva1hmwQMC%u#RVzP1P!lFHoyZVZ#pTrle1r
z9t-8W6WD3lY8}*ST&n*-3-0;R82(mZx&5q;$hPMzI9hx5Ss((Z30E)hOX_m?=u(5N
zwcJA}Z4B|VUbK#T<rKa56?#F426LFHm%6Kxs%n4v2}q;d*B+u}&{upmXS%d+a>|^U
z#3^H%@|}|M#njlb&qz0;;YR&k8P8a5IWmu^k)2#zILaG5zBGJ2%WeJAO18jyl9P-n
zU+p7w<xqdhkMPrTgd03WWKlhIBD1;I@Sp!4Ye{uysg)ApwqT}wnnipi=|WcNf-A*j
z##`cR{Rt1Z9s2vV4Ohv|-;o)!asBLXMI70JqL?V$SIgZeJ(@bNp4DMF6r9rdB>jh)
zLjba21XvoxN=4l_sG30R9Rfo_j6h~nCY3+o<;zR94F|)QZJXJ!dwAEG5bH${h(@fn
zM`2!x_4D!F=Sy7%AP)T@o6_wVw^Tyb=(4^7nte6l%4nuKqnad!1INRJ?hnf@r_W64
z@TjC<_I0~v>KMkgjhdgQ)loLKzv`T<7oIX^H*#&8JMv(Aa%!txHJ)@;>*eXU=kJM8
z)8hPC>nBI^UyLa$gZ$hI!KLkqW!(rYje?U+D<8M#ZGt0q82TSvSHD3B8RwZPDF3~F
zp-^e$d9T_4nW8rBirvoav~IHGEawyA#dJPOw{XjggBfk}THN@@tEB$nN@U-Duwmoq
zaL+%lE9I0*P8n){Gqg!fJcxmIJ>5^74x<U>^~>P*LZWQ?Kb<%m=Y1QS!tZx^Qj92E
zYl>*NDg1^2J3Z+TOJCKEe(H0Y@sy|WLTw@%Q*7_JgMvvwa^IVDGpC^XL(f<Bj;Hme
z>#H6-_UTCnlKAt$eMKcs#jj^VyA=SdfA+e{Ft#Wahu?JOdZ70fW>>}H6)Y_K7=c$?
z(Vis<hO4VLB~Sb>$_kw@YAm{+`(xbs>Jv0`|3BOIlLTQ23Md*OO5C+Y58=QhIyNcF
z7tp%@4k|J=AehQ?akd8nID0--du#c{53GinvSkv!B2ok$DM5%HDdJ{<oTKa&IGUXG
z;gbj>wo+QCv30PY4BY7^+{3yfs-<5#9w`6)_?Zc<_QNpD5t(avO;B|nd0@B+T&dT+
zB&c_98$T(2vf!5kt$fRt3(@u|#&7Q{-k-Ohr$zX&^0WTjGYA`FWG|ob{c-ScD~5LA
zv55%4>BqMTnJn@+>==RnqOwnW<xDY0He=U8rQh?tmt4hLx%@)fbZh=@ap7=E!SSz1
zl93_V`%Y7@ZMjPGnEYqW8p$f^w*sG3vS|5bC%|ll?86t?Z>akEI4FL=d~VX@izw<v
zLv1y}0X3ri8bxV|^cU&rDm*0_(Il9kRES;gXG+=LZ>&mvZ-+zX!E*zR_s4=mFTb7+
zx$wn~Vms~6{8o(3>2f)dn}>rH4ygpen*_$MiKX8hYH}xEw6GC#V1CJIa5Sp6I{Wp_
z3gg}DMl}{%0-Fv!$(<W->lgWyzN@9P`k=|x6ZjELHkux4T`W{_PYujD5X@;DJ^jP=
zpRPrQz&k&*ZP2bNab8y|s-6q(z`NvkeC)PayUvmg$^iMrpTEJgtee@W-~M_Hh5z?T
zreZUlw(FEL|KX?+h*@0Brd^yZ`vlx02utSR`f7Z%^>`+P)wXpUPKnH3?-3)Qe21xi
zCLD9~d1nj=_^j&GJwF&=CD=c0eu3L4#E+K9e{_n8b~(PVGN%kE9dd5lyXk&u`d{Sf
z@NZYsN)lk9-$lKqehoEQ;hG3$h3E|9O(!}h`$ZHdWv8(}2b%0p(zkb)R>@Je2h|ix
zpSPnP-Ap5+z?YVcNOw8HT4VTzr%~yom6qctwne1Fl=|q@Z!wtrWt}NgQFL2s5<P{h
zQvK$}<=8(KE)xD}2VM&m*;erty}8Aclg5Q@KLdvsPV$O<T3_cE2Nzt&B0J90!!C|M
zPrNBB|Ad=H*-+Y4{b=Avot~t}#(hHNk^bkddIjIUVwyC>S2@vV%JIzl9bBK&*!%z7
z?J3t8R5pjX7Sr#brFG>CC~q{**tj+5k}zwEf_8G!)W!!3GNSu3KWmm#jX>@;lv3dL
z`*k%9jp~_2G&HoxWw5Eg+Awwa-VKP0#BF;5)u9*-ZacxpL5I!Ddx~l#l&(JO!-b>P
zm6xOO3uVKfo!)ETxShcCv&64C2v_4s24!M*H)BLr^1ka?F|K8K($VipN|)9H(scZE
z{kIBqFp_Ne`sM3O!r0WJbogJ`o@o4%`^IH+>1%tp;e)=TU!9~)`2GZwd!%16&@s_O
z=%@n;9<V*RBb}e0YgaZi#pzsKd-w(8=IfWj*l>vDj!H8ZHnsNE{K9A6PZ=3<ul;&v
zC-fp>YG|nYTdeBHPiHC~#p9lLIy{Ndg-p{@L&DLQM?ZV>g@4QIu&T-vtS&>9FaJ%(
z?vv+2S#AC7U^AyIRz=KYs;FU@VRXGhu7)$UPk_b1VwQpTgcpTZYvwF)kVicvXtp)7
zZ@<oH`}XDFxosrza5&R7((dl=ZoA=bKE$}KG4O<vrf=!jp9J6P|HEXff|3%U`+3ND
zs=|{L-}4hJg{N^WHV*FA)&<|beH-868ZLO2iQ?RL)9h0<C@fQ{`+2Np#o^}K`pG=#
zychNFe<+46z^^D^pF)*fu(8E1DqHh(@}1QE1mpkwXLTjbr*nn~=hZE$fxP_u7xvui
zv0#nY!F%zYE3t_7AHrEwtJG>_TEIlq>g0bDsBY(51sm-FmT~6J@89P?M9E$H2^wrL
z_Pj2s^7JesI3(nsbLikkmJPzhh1%2(w;j92X&>2cM3Gk=O2DE}QBe32NI;FUGL)~*
zI3iBYa`m^s?19HviNWR7)zuH#*@j$HNkRmR&t*8?J{RVoS$<_M-E+0?anG9)7*+;T
z4pcCbm|?A)GTNJ1(Iwl|9Un=N=H%qOcmMu*?}T~nbkn!4F8&qg^0G2q3-3NI5L^%r
z*W#mYFYtahKP=ekVCB0IUm@>O*HDpv`|$XmN5nQ_RAoDb>*3jc>4co<pVQwUwD6yi
z<Kf;npfIQBmGs~q@s9>i*Y}Gb?$XfE3=R#64Ud6xk+zf0jG5s(|C6iZ;s2SUnHxQL
zdiFQaH9(+aGwmWp0b%JW>oIV0&KMrM5zyQOX=<$6ff_cIA~cv0TVtLSIoP|e^>T*)
zlj8z2yIFT8ME`*<frrxn_nLnNNr!NF_u7{fP^eR4cyNJiXi!to_S$LXArEgpHT}1t
zurZu|{_p3UGr#+Y38j3jD}?oP#|Nn>p4AUg)&Gl*z;b#Iyg4Mo+MSnETz4U%f(30c
z8+fU9oPB3)MD%<Ds-`_c>g)O8@M1HV^c`>cUckcDaa&0b2tP~uSJ~&&t$^QuuP8HU
zzhu-1%CxQ|?g;P<+U?=n+U|PT`!+STXTq+ryAa+`Vd95#N`&C=Kt!DzG)4AWh~(LP
z&%Hnpn1O^z<FTdXnt{)ae{a{}X56vO-T$mz&wBz)iHOk%NFKJLjwHd+a!`^pcSz_q
zod-Q{<m>c})qfWHYaTW7Uv@<Q;WonWgZ9wh+5Z1L&q6t6*>aKpIsWl40J#LS=l|Zv
ze}BIkoXz|1mp<`gYW(+mWemZf@PEHlDEIeJ{omKkoq<gGukRAghl8L0{gP(N6%bhZ
ze}7ls8ce(V*Gqx_{~zg-5g6Xhej1RYzH<ll<3J~1Tz9B`wCXesg&Z9ne{dAGTKpO<
zE!1f+8oy;%-vl-@?U=O5e%+=b101GZ@uj^7R+g64i?LcOlQj>ylEOfo;{3Q>NJ(AY
zb%B8yceQ#7+>1}^&pBj`z_MH7(`I`fsFLsY`ko^;^6yeo!iFqq;9&G#4_^f6#Z+jB
z7gY^A=d{ZdRa7>uA2=elSHBc(U#XGAFBd)#i~_r%cj~(CZyp186sm1CXZ|4?<j(@R
zp7fx>6`xXH(2nCiw^Dz6#t)|H%u)AczuHzk?-RQLzFF;E2@eza-5)>-n*_6LAaYCb
zz~Sd?7SGq5ONf?sIdDXbqZW)8J9~R+X=vVnU+CMkw8mcN_4Rd7K)?o{7vs5>AVd%W
zJPr|unmsTUM-b;Pms5g*Kc(vm;aaa?6V$h^GlPs%T=9GJrPYsVrXXkHv@sroTrju~
zgK*=?b~7IG<qrNh@QECay=$g5XVNLl(H#pbifU_lLD1u-KQ6^L_-Q#yO9l{ggvEP9
z+kG*n{?FkA^7j>w<8zvt;g&v0`Zu6ari0Um-cfV=wRv8;fu<lx>EJBG`IwlkhC<mO
z7g~Ib98hj%Nb1g3E6^ZF&{I{-g2U?R1#0=Aw&l65s_;vBxhF*xzO?GdGSKwA4^$Uw
z-N7^Z`g>jYog^cGz&x+NKi~f-B-VW~kaqq7<p6xf$v4-61#lOu0Z({iDZu^Sh|GU)
zZVENjTHV%XD=y#7$(nD5r8zAvqKgL})O(8_R^9;~T??94x1OZG-97Q@Ub=b-l@lE8
z&~gx+tOt5UoDQE7x$RPG=YkodXSVD%@&eUJu-*(ZS50Ps>)opkt2-^F-Sa!5soyU!
z4M_cKVciS?cqBhK6(@Ipa8HGA|6eHSvzIi(2Ht`lXa9o9Gan(41+|2W4Rl!nL8A2M
z%RN`M<>^}?&PiHZGl6K6{9u{qW=#Mb<p-V7)@D`N(zsUwwiz2d@NcjHWXex6B_d2A
zPN}G=?Sd2ys$)aN^#I2%(FxEwQp>Lx^MbJXXgT@v7YKVO$irbI#de%>9$`0X!-hML
z+F_5^UIu7Yh<~SrsD7vI7D^<g>D;I>sW@n$e=2J{TVzG5Pn=s^DEg%u3ew<(t5su~
zQ2`2RfvW=__lDH<49dqe>v-EaPVlC1LH^Sf1ysdK$I76JMcszgNY%*@B=U3bBp$+C
z1ph9^#qW{E!$+od=1CwsCZnhb9vtB<t4`v~&v{djtz<J%si>gvLz<KLDxx)$EuYq7
z6d}+C+GKP_<yCj!a4!aT&P#2(ji%}L0{WWa@%zne$GhKIQF%72=iw4XPe+vS?-FAf
za3$6JD*KLdcew%k!eM{n)XUt>8!S@^si=Cvq=Fh%%i-5Mzaiw=m4I)RAm|jtvg+Y}
z0a-A%1R4H=LFGbiK8NZJM*T;|9r)-tWG&+rRtem8l()HgKaq4A^x@h}*WdJmq|dDt
z8yP8VZEbB#(RUaf9c|xwU0t;M7HBLW9>O57V3Va8^s1t9z1ZL!ax7A=gT}l>ndRJV
zWSuG&6A==+?RL^q<B(-ILu`9h+<2Y{Tm46|p3vi>s>-4)qv2?6E1Op{Tg%{hE=(`x
z?*0fV_M8225KWX&Dj~|ZR<fV${0&6OC~vhTb75bO>b!y=8Bmh39{&{d`}c2C;YSYp
z3ZA<v=866@TM_#Y1~_oCh+XPZ;5qHUQ&dz@5e1x~S<^NrsU)2q9qgrBpxcm0o96Xy
z=HmQle`}^O#)>waqi(7P6eU_R#6l3Mgp==j=U+klhX)L)Rv`xtUXVEKn;#3MuX~hl
zT}fBK0INw*#ce4w`F?zUx^<J&GJ105hxEdlRR99*w(%919cr{Aokb@c;ij>f^^m)4
zjEjMu38PxU&;F;ZCY|qS;PO(($H#|@GI;!6)tmza91jO?sXch+<)E^`Pl*S<Dg1x-
z2h0=Oz-H<MqM%k?aC^aji8n=x->;b-FY=~%_|~ehaOd<7|Mr*5u(*9^;p(_=aoa9b
zPT0<a-Bv^a^+=+5ual11Sec2o+w4DHTaoCU3UpTx7jzgzp9268Hc3P8`jj$-j4Woe
zZcDHTwlTOXW4#VQhufMzBn?tXxdjEr2Wvwpk$a-#Q%}+rK1B9!xF{<sHX$l|jK%d|
z!6uEq;c>*BJgG99j{`wt)~4V}2nT)<9I*}Nc+ZEQnMsw*(G6|;&h<%9Ey8snetDO_
zE{ip9B{aRdI`3FB3dmG2t$1k7qaccs<O#X3=Zp=n{udNo&kar#UEe>>x^A;*wl#~f
z!#Rog5)J<B6So!?7T9dYIXsRwyTR|Q8j{PSy{?B^xi0N2&1~_!&I}NR789+CX5seR
zY%l~}=J~-MWmRYs6c#2%|Hgon`1<u7PzAFe(Qz%+Z@L5yWP6fqPXZ5r)$jEffsh!J
zb~Qdcb(^Xw5)13Kq5K=*i7^MRoIgQ=#0XSt3bnNycp5;)haaLRJTlPCMTB+jc~c_m
zEG5FpF~1-ZgkU9?acOgIWyn66%4=H~tk@bPMJkHc>o3kvlilWmlAZdc3bmg)@NiBF
z%<S8qK*dPa%qA%%B|PE`$qn#5g<l)rPHW#XptEI2?hjEAP6hO*uqk*sb{|E;jujV2
z2UYsJ_!#=-W1v}vM)<%wfNaxeVnoLlF#Bn}h}<VxxJn9?z2#oJ#l*nNkK)&hS3NQ|
zZVCDD!?s=o4ZUD;AqQhp|E3sq-A?3l)5K|ig$un^p$!{%`Ek3oFXR@T+M=k0giau7
zd-r;Ude2Vw++pvaBC)EZnEyHosI_pSK&is-I_Yo~VusqFPUH<eFLr#}4;WW2^{?0y
zkE*jKM9B*#?C(3lgOfEdxPv&=ym|8`(#Yo<{l_2q>a3O4V|Qz=MBITFW#ZXhz;lg&
zHS*A+|6Y&askNbz(X&eHn_G<+f^{%Sv|$<C{C+k&%)e~~6y0|B2jqcmeNxnT?g1Wo
z6qLSa4zLefA!UAtERDp3xH9;lMs1<#>czVID}ArvgRs;ryvw2di9Fuw`S8qwf=~d%
zE0U_}zhLHbL!tTjEAwJ59X)+|QITz$5q?M|Jq-<-AA};cq9C5Pe{_6hm%nq4e&*1A
zWm{DjW99e@1jZPPs$U}7HT25aZ1CGmb&4TFYvC@%Qv^Z)Y=%>*sK>D3kT5?nvftC@
ze_L!|_SWyiji-<=n*;EcYuAhBVeuLO(vRGQk9L=lF$B!0zu^~1V9E|?T8EZtFkzE%
zU^KHK5jWwX8E(~-%PrXdSH3ncq_~V*3=R&Kzz(3+vFVfkd~xoHd?EJ*$wQFMdI9-=
z1Jw3t_B9cBIB_3Cm8(^kILBsAie(KJsmWfuooA5YmJkbE_-a|+V~73N^JtkIc?{Fu
zM>?NRmXahN^?hEg4TnHnuO=<_StJ><yo#zS`|~9kC!OWP3A+e#PxJadgw8$w<MW70
z^TidW@pMSqD4@3g%k(?2zt=0m&8f&XHxZ4_so=oNYhdY4!RKOpes<D*N#@|-pes!%
zjYX$cQmNnN!{^Vb6;>m2PQ27%xpUi==Epu86(is)`~XsoM~KLSj)P$r@?Y!|RFF@@
zGhkL>vgE2`VNj*~00-~`)xdMPuNPL`eS`_LCW=n2(;Wb#@XNN38ZS~H7C#4z!aXRu
zP(U$9)Yg^-ZeZ9xDHOkP8Q#aBmD2;;`R<EAfAJhxH?=Ms($3DD$hx^W-@1tBv?Af2
zcB4j7%a74*@R&V1g(R!1@~rRk1}nF0Gh0{VpA9>yr%yw)FXr1Lmc#ir9}jTo`ka`6
z`K8ajJcjVM{?F&&sTiIe?;wJ%unQ9)tHyz_Cw@{ly5GR+0%)y?!_PoCgiUe@|AdNq
zJfK17G6HGELrDo%1^V{I172LdTIP9Vi-m>d25uvPVPT8!p0XH#IVoM%3gmc*90huf
zy1N>m2r)H2iNHsp<>rp#p7Dx`VN@4iQir$=_*1_^69FBX#V<3&ZgE+g?}YaQblUzX
z^as;#=4^>uqE>Sb-y*RM60WR{4h5dzvHoD$RVuHyfUrSTFHtQoWi)PlT$9UYe9-!H
z`}{1d<#bTDy2e_MU;a#qkHQv51PckC+V)Lo2wXe0K8{^4wBd<1x<8^hQEEF?OVa3C
zJ+&$M8N~DXa1dA^z>G$O?CNRX3vYl(;gVZH{<^xC(Xnqod>FO(J<jMsg4^Mk*-ak%
z+uW1(m(#p<F_Ef<l>MawT?=Tr6RE0wvXR{iv?=j8u$*?A$4T`*e74zeqzg)QfRrNJ
zT9xGmVnBZj;8PD=SocQNOi#W0UNzi^oZQ@5K(@jI90*pHd?wX0?ZcT&#XN;df%OJr
z8_)_6nL0Z<0t+VWyClNM{!zpSkQ6WA=`u($mf=0X5eE0;d?&&epNOa#AZ|BcrfwMD
zrslTcAmw*s8`1S-1}EVq2#<G&vBW+XtEs4b5<h4awj@2wUp0GdVL`7|X^ps<Ax>t1
zhUnKWe1KDgUy4|mVUx1?`CgpPw6wK3j+w;m09b#Ul=Rfag=@xZPu94ar>1YVqd)r0
z%r@@xpF=I6Ctpw5E@y<W++|@2hxqX>Ev<JxLZ}B;Ajtg^d)7dLI%yX=ZvsOAQ7B&=
zcvBDr)+=<841fe!k51|ce$e{iH*Gkc3yG{NKs5i5JJ%6Oy$V*#_~&;g*aRH`0s$^I
z9?DZiG<t<!p_h7{I08-6{q~Lsf}|XH$O{j3!)dO1PQpHrgFPqWkDcziHEnEcTw*oC
z^7;I?71p(DtDrH1RGknc3Qt_ZF%d~)JpOHz($Z4I)|8n`JI(uW4DJES+x0@`e^*i8
zc7xGijv@espMWrGp3@@M42z44K)NPAD>oG@f+!)XwGX=rDINht<mBZ11XkSeTQq&V
z%zgOP>p8kGL~wi;Nx49~W_liNB485g^~i(ukv-5n>~Hk-t##e%0s7}VILqC8^lUt#
zJBfP_%1cKmK`+lHeYUON5r+rV3<lXf$ofCISlDp`X70wvR1XGdjF7`e0?ffDlf)H<
z@I3HxFk(iBY<|$<<RPrTz9By_JBK_r#4;W3(W|R?;b)X6@efR}pl^nYm@>rade8%I
z=F~l(r@HtFAkYZn2;y4+_nczq=q_#qV!I3`2770Fy%IjXTZ}Ju+rn<092ENkQLvZ*
zz8bz4=MeR25jnmy<mEF#0-FJUoLm1yKID@pxDLp2??94$=yhy=4%xvG2n4ZM$V=hB
ze|vmBp1bxgDhly#MXn4J6BE&5t^d82KMAOZfB%QbB#<11JF($5(x0@zds_*<Ezhw=
z``fI2PP#}y9(Y36Rpiqg&O*Lcz5(W(kP7OMf4An!4-Lh31{|3S&#l7cAlx1C=Dl?I
zNC({I6xY>NRda=aY+ztyeEN)uBqk-L5PFPis$ky3Yxk4Xxum_YwpMcrwvA=S+dB-L
zoT@-kUB7YTBM<?3=Z95|^i>m6wRQ`nj_-}obASV($qUuCD+JOZ0kU=bJDR71oFm$q
zke>4i2??Xetkqy0T0*tD29I6&#pCzSZXzqG)L~v6`Q03{;AP}tIe5bB{o4t|2-k)S
zlRO}^Q18J$%GYLztA)Kqy$3w5D&T8XP0d6PXo3%dpz$DN;bNCxqYk1o5yvOk%?iF}
z^Hed}7T;{E@&T04l`#nk=}`c>k{;l21_CDsicI>fuW2Um^mEsKq`%trXox(3B_VhH
z)~$Tt`uGoEjWR@aet;a2(BUIGv9Na%tt9>CNqR?pb{eLbnAqA#<9S6t2lE5K_)ojj
zgoMg^;NIrKH9(s}p`xNfnm+4g)BD}iKkye=#zgd|UoPY20Q{le8Ezr4heggPJ1_{v
zKu)w0v(JTvKB<2qyODoChiulzkNE`D;yLm0q>J`EgHURPtHiYSZbN73kt5E<UfM-y
zS8-mR5@gNHvN3B*(6hFju6K_#fgn@=AVJ1*AX_%l9bAozzIApgLR?UUg`Nj*ESvB^
zEG90Fs_%#z4hR0_>;k#wp{!6&%%(3ND*$odLD)>>&q%P*hnn$(3c$=yRZcG40}A^X
zCFzaPQjvqL89muV4tj=;LkPvWikaf{K;t+*e-1a?68IJA+!b_%KCX@F1}z*aL2Zk~
zY-_G0-i=QK882rb78UYBtr*j3tOQmlVOJ;-_u@sznn6f{_|LdWvGauftjfd67VUXc
z-oyKpo(46fl8zWFSIf3W?9Zlaqg82SjlncL%XDA^LEd8OqiIj_O^fPZeVG#Xc+#Vl
zATz5cX6FV_deB+&`5WYbW^EoYxOwpJ`M`+7^}A}!B=MY)3C^Us&0)ei`wb{&YR-AO
z|KbG{3wmLs>`x#{$qSqx&j&OV&H1_lR$`DHP<is?WpGfCBAD4kn((=9s=#`ZxEKFS
zMdd@Z67m2TSXktyp7#nwI^#4er1_rLNXyHs14>eHsnfxs;8g*``SrlYk47ojlm9a|
zAE<PCGhx)WDhi|q!3;(kBnIIr^4Ga+T>4`CfE@}oN}pqc-MzgUNczueo#=r%fC?s>
z(`r~jLxXf|7-$tYXtmtrFvo{77zJrRqTY)T^Mue{GO>Xe+ye&OZoQ$0l#~*&5fpr}
zNT8e#=L<*5jt3mOXg9PU+t@Gz25w=)#%_jR`;SRBY&?mcHxNkU;SxUa@Q0e~_%x=$
zh6zH*PH2!wFed?g2GoY|->o4xo&&Aq01Uk2X3g^M4-q_MN~Hu$$|=3~`y>+@FaB(;
z)b>C>yBRWdXE+6)Mx&2_Jpay>Ya~oRT^mm+KuZ`GE`dq6o^<qLIof;zo=|ytIV4a7
z$tETycI^5a<*)O?r=apZV=wy!Jh>5^2Y?^o*-f~MS*<m4UL*!ZpuGG?sQ-|p7SY}e
zV1$x>1jt(W7>Y=j9fCJFQ8NH_`a!SJ#~6GgomQ3p=`&47>HS$#N5c5v$jJQO2@Kvy
z4IW`R7<X`U{N=7CUSl2YMp)jS=8If}z_abfA4<j<4CVYg;EH#kjunrs(`G>m2HVCz
zF7UQB(2M}UZ&$tF|CFAA!4N9s$3~Y2N(`ETTeu-9BZJ6mN7XynbWCGbBt5{soImvK
z%ZtnOtgL2G$D;5<Z64W{sX!+>^V!=S7GekZDnWah7P1_-gM$Nt4v?ITmfb%vPy<YC
z4WJ4bEqDmG+qbi)N3h;b>5K_z9+)ZsX3Lc0J3Rr`8z{DsUiGi>iVz?(D3ZEKq~g6n
zHI>b<1p_RYFrkfi`SHd1A9r|^E8`W60COL{LdP)#R50l>VS^NakP!!<<Af5+^z727
z<PNP*csMwd$oCv?&mu*-7jU)Ez<s|nN<vJGC>}dP4pdZEzd^s{#9KPC@%qUfh<i)+
zL=xh3#N*2qInhr>oOxY0LwlF!0eIhmx(!O)R9NTlEi@P6FE;FaLEfUsuqXKulJEhV
z-ZV>Y%2UmU3NvVY2~Y@PiW(34(-$YbzW0h{8R4Yozb%MB>L&vn!1n_NL?kOOB_27!
zgWLZ#7UjOTv;$#TziPrAp2l6*XWSgp=kW7OP-L2Zk7Y)DdJ8lwf}uFr9k(h*6(x(u
zZhj9wcGjaMFW`1Uy)(!pc~>)_)A%bJ_Bmw#QefqBOmNC#<FZju9I&KBg;kctA}9qq
zfWhbEOG2s>)qJ%bNH5|sFwr&dzLxuul*^jb_jF>W8lc9_M~?R(#~VUVY^9cR)dCf2
zFIGfoe9SD(TXd$_yy%YkP(Q^Wpu+|Dmk%W+Z-EOGU6O}|0A7^Ak8eNr^5Pdvi%_6@
zJ!FaY-mEtjv68*=O89&?u2J-xj`NTzf-jIOLlzH&?;WJM1sN0yfx9?KI4`dC`EYXB
zF9T2Hyru$kWXF(kx&Y&g!3pfzT97e3d&jp~{R)<y13-%k(rBmx2&*kkaMJc*2;#;+
zT>Zmlw$P4J;QN3sx{m0|L!u+~Lzu+JJjc1w84&y@VF_z{9}JxVv4zyX2oi@X0tzsc
zyQmC)GZ5{&5;;SF3P9<fUkkK)W03Q=fkghQUbpynx1A4>RQSoyS9s!WA$aJoA`jZa
zDe}>A$#X!+br2#=CS+qEaCD5_n`>27RoBu3D3u^JL`M@3WlG?20<Bx&eR@c8WJfAK
z=p(xR8yLlyZd1sFx$wO6sC<s^loibK{DJhKT3eJ4FiQ&{XKr;h&k)3u3b!4@tmxo-
za=34vSVEb|@bIBB<T}{2nGYU37=$1<X5ENmG`7WxTFg^M<{0J1pPF+5-Pv!J6?x!*
zD^AlsRbuc87_zv2XC0f#YDN0%f@WlngwZiExj+-?!J8rETE}iIsek(C-)oEzb6H~&
z5^|x4-3@6Ja#%SZ>0R?*um239ju5mMxVY5dXJ8K%0J1KE#2wQ-tAMO4pP;qi<^=>D
zl7xsM-{QPR9P>P*DUs7k#nG{>b~QUG+JMv&?5Y7DaRLXCr80kknf3L8QI2oplVs5?
z04gSNI+eYDzPtJl-x2tq-rm`q$~9MND7ZxZt=9%~iJ+dnt*+yI9j-E7CcDD}7U?}W
zSPLPI>f%_Uti0SEp-do3W>nq)8Xn@98A6?6H|y^$bz4u@KYEv`Z<m-Y25mXYW;QxH
zx-VNtQL(XY@Iet~QeNPI`0)Y{pbGM&ZgB?(_D7E%O+t@{_{I$hj};9j5*V&PwB1P&
z5`P7XDJa49M~Zadoo`l6P*iOB*EyQR#|>9mk3G<4xxqc<M1=qO78x=nU<}{(;p4}L
zkZ_^)Zb70V{Ybf)d{M)pX0#HrR3BHXhZn8WWl74(Ex|&e6%a_dO6dkEW?-(O5r|NP
zAcDTKC&HH;3~RxV%69^{WkcU+rO0_sXbVFFrmfOuA|sYcve}suYFUITOn&qn+4QTx
z-GJhlKHNj=sal8&I}wlfW-(hMNBSMQzkRz)icNUqMnJ3KER-9w(BKYVsJyfS4%$IM
zLBzzwpl*neSSVGKj@R(dh0>#;`vL7Aqy_>=`X~t|5fO{%NL>=os4eWm57%GO{B6yK
zKY-e2)6tf<cy<S1p9*e($RDUr)PQ{~{npc?1}s6~BwAs#5;Vg;A<z=?E#O&b!CeR7
zgn+ucuKL^?%+NjffFwNRMPTApot+ON-SX#db0lBGS$?bxa7Jl4)w4)iR#p|J;=&Ty
z3|_*b7l7I(FDFNmK5KBeP)ils4}(w`<VR!81kJ#`Hz^<c2NqUDpd(;*ZQx@BfLN$k
z%>s6&f-Y2rg<nX^$f!U~k@w+)XyLPR@q=Gu$|fczxeyWQvZ5K7nN`Qe#`2*0v;<Zx
zvJ9G*me5~87P;Ltf0j!1h|B;b2l9d7eUXNu;_1PO*V^RsUR4VV3#7cdBjTTfc8!EQ
z-IZC>5Te8~(#aTv#tKr*0AdE<i>#0es3$Jm^>73{;Ij+Q^e;#8I3^w%nvdVgNWU=&
zML$v(K<8HpW_1y8sx0?NtWdXsw`>!dBOd@dQx~(=Z$E*%=dlnek+>m3p9PR_2r^tc
z{2-Fb@xGrD3Z?yTSN-g6A{PeJvocWx)2qS;EL7IfDTHY?tVJi@A-I-&pc!u=aVqBB
zyNrLHSF{p>zL6^hm>`{NFQO*WyZ~_ZM#6~7vu6q807(qIT;~*id3zmlp7jGd%rZ1I
z90XLFhcw5Wp<<D^B##poj8qgr&MLy~gtvJNxs}uB%nho>%xJ8u%!ynocB3W2WOpX2
z{d+@TPU0y<oU*dA=xmETsFc^Bcc7A$l@;l%2dxRX;@^<j^Xql(jL)Ik{ph5l4j>|U
z+(iW63expjW`tm{=CHjk0w>lWDTix*cFnBe*@bQ`NE)hul%d+6(<5~NDCM=V!tP#N
z77ru4j%j{QcuH7kwq>;eT&g<ML&^}6q;uQmiLlXCEiI8^2x>Mx7^u}^U}sl!UhNly
zOr#D=8=55~F>l|#2V9d8jiq-A7z^rX3Bjj_xSDSKlr_^6bpJayah%3sv!4s4Se%Ya
z0=%b*v9Tx_UZQ5LQ|`Bp4h8Su`-)mswvg`&m7tMU2H!CS6^kYG?HKs@w2<W=`9SDw
zTjbt|Ff3-Jyv5Qi8hNpaUAWLZaEQ!tm~YE{*vqf%eSWg6*c1Xpm~%4@x2R(xUDhD-
zjG<jl_Q>(WZy<z*fL6)?446q4>vNE=M-L$z$g;v{%bKeJO7A{qFk2l@ns+EejvoZT
z{~n6vzF*ZRe|$JC2kBy<(!3e>xe2O-0uI@bEBr^!T}g-g<9gnr>n9U4=h@KV%eJka
zMIVCuom0;R<nlk81XePLpy$HFRV&Cn*84R@1Z!kQ1$tyinoY8;rDxC>vlnQD(goRb
z4s)VeD#va9lmZ?(V0C!_4W?XRX%$v$i+}|CC^_bzdQ)B7;f+$>2`9@*=s29?`8#!T
zEQT;Es$5C3G_<t&fIdW+!J@0RO*pOhBPH~QU>(&08yYjSrH*_!py!m3qKlGW1IB=)
zQlN-e#KFdCu0u#KiEW*rG|;!0vIM>=l5goM4jHkON8ORmF7ljU7DNqv=`H&*#9%c5
zYk3*jK!Ab<SNbwlwY8Ixn@w#3-M%~~l909jtdRWz3);i$Y{#%mi@^ss19mLJGj+|>
z5jX%^MJNYoJBx3AQIpPvSds&sT{@i+U$y4UNdxZ%&JBX0_hn^DVUz-zkH~SICmq^z
zC8)eP0D0^g0<1vj5(Ys*U2ni_5}$hJ;;I}Mr8&Khw>$9VVOZQnrNqz<))N9+AZRN>
zD6Mr~AEf`744)%pa(^3AmBcVBI96lhjdC2*j0;NDGXD#s=6uT_Z$Vc6XCxUW3f$p$
zAb*G1B=dVa7RpfD!6-sJDB*7-5D~aJ02R%^XnjFASZJa{K?4mIMh1gjD9BMCKYMml
zFl{Ta0iX#&HX~n%pXoL%=Q2pSFckF#SWcv<sD^+}$HIdCULt}LL81$bi#xC!z&5%W
zaBep;=mj%qNVlCO?ppp3)@!12TqtFs=s<+}^YZdEcT$2cD@qe!qf@7$dHUW*rf|<-
zens1<PmD?Lb22!|Uc#X5vt3(=l3#*)Viq>TBJ^(}x~K%bc#u*P2z{6wqf&XYl&$$Y
zlrTV^jZ}2RnL{=c+*zRmf&u^m7AG4^TnKbdfat_}d>j9ZX*nv4aG*dLs}1b;F;IFh
zF4KOu^$>(E&C4dR6PfG4LVu<0`{w|goab$DFjlJ1Z;SKBhSTuk)$<FKb6##f!kd7z
z$_Z4i;8Ym)j(aJ-qzisu>Z&q0eNQ}eoZ9e)7>406WtKPwJE37~M{Uj44AsfhfOZgx
z*t^36FaF==$$O8My#$YvJ>_=Y(|VUTwzeVwR^%<~`1<T0;h_L=4x<{dvIE1z{X;^o
z!9op&J|Hy*2XSm{?3xR23NHL_1po&Mn1;2d)g|oX(S5a}Blzck-tS>H1sm`cFzRgp
zctaoxz1MGgiK4`d%|V6(EZ!h4tw4%g0K~L(7@;#C%DWD%G>(LX1j-kv>Fu|F3V*U1
z!3Edf%WwNF(&?~lr|X06iUoU3i}&*p5dh1c0mN#x=MjtT%x9c1@y!3HyEhN(ac$qe
zuV%ASD4}F3%a|cVlW%6JSY*!7GRu@9Qe>!P&N8M{Bx7b0m84`$nTIl$kReJM-p^sV
zm;3oW@B41s^Zxm^-P^tHd(roMUFUV4$FU##z8}Z6D}hoV>E6A%D7F{T_cBg<j!_cd
zKRTU(4`}4MdDY9y%O~AC+(4yyWK6=!BS+die*E}W{K7eI!-mDAdVhMZ)qlW%%#kBP
z7B*?#JUK0`lJfEMt9~s<oT@f3%*JtT{Vuo8%o^XhOP82?m!T+J4h`?<He$pJ?yLud
z&7DO7PkFc>5iNGl&AVNxS~XRS>z*v1=nI|9zhs0>R2F=FTU+?~`rQ`jnl0m9#Yqny
z7_}L5;Sv|xj&L^j!($`tYA!bumi)-ScO?1Fo!TU=<P}xxx{n?E>2zvl-dx^sq*<eW
zXJ!8U`B{fY{rJ*h`|aBL`WgcV4t)3Yys>bFV|w;}kCi6&`0+s%hZ5?}eVbL8Ky;D)
zFJIwRc5y}3XE`~3VBm{4ZrsQz#R!&k>C($gt6-aY+ARZq{^a^ceOO-pY?aB!oFt9<
zoo6aqRSXipe|dwYx^n%lb1T&}u~~lZoHd`J&4qaVAmGa@@a`X<SQ9C61+wtyQAP6`
zREx28u$Z%uyY9QW#fokVKbx{`_U_&5Y~WaZq<juI$B~5-;eRl`t>K62?C3Pz0Uuok
z%ZyjDCf}*Ees(KEBcnYFUyL4j;LgSS_lxIr+VC{<@!2`g^7Ap@j!xt;_36{c{LlRc
z?432kPfm$>g$}nACrZ+zN5+VU1Bw=X;H3x9JbHxE%e;@U`rS{%(@KXN8NG)7C;P~Z
z#Ov3qA3l8e<F{`;cRQ?5l!S_M>)|IRsf`~$o_Ee0Y;N(V<$^~Im64-Hjh#F>5R=sY
z$c}}s^9O4rLhT(ThG1Z-gqEEGNuBfR)z|O!`sbmS^Z=weAOCBBrlw}%!-w_2tq!nk
z4n2B|oj!d{`sP0(sTcP-?_TEJW<l}CM)eys*wAW3r{ybF?8btptZ#NECOV<v0?)K@
zHaD*gQvLiX^xTt~H-S7b4uu*(uz@PBAJ!5_7lT=I=Nk0u*U!bkv1QAa6G%APk5(>U
z9ssNwd}#Qet;bwwY1V(qj&0}rIeb}F(<JEJxpSSZt)tJ`Kr=2W{nV@D6>k{HfPhPv
zE~Qad+qP@hZUew~ahCU>%K<?_8ws&a@7}-P!%;m(t$KF$s~`%YVV_@L|Kr1l53_S`
zH9A=e9^JFx)AMnNWDrw>wxnLV)O*2#Gs7=mz1pwL%A)~Kb`uY-AL}^*I^;8NO6=eP
zM?8T#Ai_LoZvNc?yKH@D#Fj%@$qgdm_)e|mp|>G7cha!)-Y2sT4jW|PxPc<~Dm%k=
zKyq5*xo*uzCoE}YV`BrlG{Z5nnHQ?8CgpbS+_`sPt)@)|?&`)zzr4C-;93*g88c_3
zt}|&96w#YYvGr(guF=lj{-2dK>7N}q^ULc2lkXnfW*%hLvu97&!y~&qIKSxh<MWG#
z;#+7YN7KK~y(43Wp7#Czc@JZ3hIXj8Cb)rhr^xO0zKy*mx-4ECf6(oy!+^EhNBhOF
z|M+4Gus>C|=eeVD(|{DZ$6-Yk?R!1k+_v6-@SqQI?G@|c`NY;^33Z2LwWB9bZYD#f
zq2^?H@m*VLHSHUK2}9NfJ$ujL5%CL-a(xXOHY9sCW=m}(Q1-=nk`=zUq5fYJ8{qhK
zO<3Y{6rC3f!-1<_T}N&IvY_B;cewSH^-jpMj2;-4&Tn1fjltKhU-tmK<TZT5PChoj
zU^MfrHf`OywfBX^-<z15=WaT+#x=fR&hyW&uDYI><RZJPRVxoDJ09Nng`ZyrUP?{9
zN@g?t>#x6VhudqMUHD~h(kUk=C*SYEyAQ5Wt7;bE8*}THvzjRw|NDeg!}fm#E9-CF
zx;1cK@WJQQY3g=R45gzVg?5?KljTI%E6E)EuCd#RNgF10sCO10Nzb7x0s<`0%1+;A
z>B09kfASS7z`)TZ3OdT{^Tan2jGKBsjo*mO+hs{<@x%jd&L?m`{n%G2X=%OH)zxnw
zyf?p|mX6Nq2=m+fTpD`~dwb&`KFIF`IhBin|D5uYuTzaICj_vx8ag#5teRUVyda=|
z!N^u_v3AV{?mAd*-Kdeh_t&>g**izar9?UJb{OaB*#<eX{rwLpzG3_#nQ$D`cTj}k
zyXIeKSxgNG4mPM-wd&-j@n-{~b|#$mN$^6xeQ?Z?By(r#p57bGHro0wIeP4vcYdXV
zRqM7+!=2o8{)fkJcl;>)UiM^;LmP^T(z3EWs=!*aNrhf#%j3v(hl%NZf`fzQ2$^lH
zRY^||cYP$^&vtroK4*-1S!L6}fZXHOOG-N%IFcW$-yT));)RBzi*tl3aPGaE+dEbb
zig4!{h8^2p5fI>xEWGc}19fJ<Oj8>)Xwb_Wp~f?2%n+A?fTWB+OW(nP_^}VeaVdqB
zy74~KWfA5di;8@Yyyw|f<Ml=e1I7Axf&&7Mb^TtkFeU%afmKLO;S^|!>+2A0*VmhM
z{A_$mBveZf?B74Q>&;>S=2Dokaks+l_qiP%r+vb&+=)Yv>v}211ABt~rAwOR!Bmo}
zQo8W)*YDZ{_Z3xYw-6S_?YwtKKiebvO6;jqJ@NIaDOg!twv2Fd3nvN`Q>c9cRvKM%
z9JsCD?AewoRj8HC*Ry?{oU|2^vlgqOzJB&DK*t&!7ZJp6x06$9(~uR!;TXqC%0kDL
z5uw^49}2}OT5&_$CBYQ&hV?6^cNt(l2fjcBJ<37EeZ8ewk!ng%L^#)&d;e%-o^b}}
zfmb=!22l4<sWcHTt0sQjr5^P%b!&&owYqidHnXDKr?{kK$>(_)VNbty**$UGxMlPx
znVOm^#MHOnv&Pf~0Q4YShG*u*Vkc4jVqz?maG(R7AtwCQON){cbZ?sLxioXx?VtsU
zc?KkYYw|T_#mbcqE(Rmdd)IbxamhQZ6W;95ocZ%pxz}6V;J^`|if-|Szy;pk&j~=2
z9-nCk(HVewF8S`=It02TWJ1fhps+jGac1Qts)0X09xvT^k{&k2j$re2s<pnpJ~mDh
z{9l(5#B3bz1O%9G5(i<uj#HMCnALkfI{UFx$&D4TQW0MHcg@{mP5o@G4b}t)hu@hp
zcE*evz`U2&chvp%?c0<$%egVO+4`6<@x@21=jQ5OUT0F1Vn9<zNA&(mRjVdrm{l{J
z*D(KPJ}Q->kZe*(=iwQX*6-XIj0Ib9-t<!%O$@vD2&O8KOqG<9(saP8CLY07H~pQW
z{WomTGjL2oy5m1Jaje%S|E5s(?A1QZWPUygQ;0tpH3tB-)yAi*fHeUoK!da`ZA_fP
zY}SN_n|f7HNcBL^I6CkBaO})R^XARFHRWV{!((md%$XC?dQ?3EYBII$?SsDU6Q@s{
zxQgwZbn&A4vuDrDN1SRIfBrlRR->caUf*xIM^>}wFWx;kj(&CCd(7^eZ+v#?d#_!)
zR!$_rxw^Vr$(!Zn-QHFlF%PPz8;ZRN;81iU;ehkqBtI=4{Mc#Jf~VZs{|xU<=Y^l6
zlH$m4FP^8Yo|F-x<!9@!?+r#DJ9cc__U)4~P*hi9Pn;m0G_}0mW(xn>4I5wj->p^$
z1XLn*sp~g)x`baww_d#<a&F;=C)SY%z7K=kFsW0g&ZH-CUnh2XO3-#8H5!;Z=bS%1
z9WWidW(^Q-*+A#^W@hOvVNk6~Q3os4sG<FFtY_PN>lR-NL;GI7e7W=D;<jdu8$Zj<
z-TM0aLo4fD=5q*s%c7&3lZ;kkafskar|qz6BYj^NZiN?gxE*#Cfh`hDe`diaGwFLZ
zeN}QRq0zZHZ=4jrO`G)nPTbq!6#b&o>S~2R)vu2)ENn<&vCGCM$SJhzZk9zl-6&{Q
z`uQn?_YbzXzT<sTQc`F37p8+CsDs2CH)`0WXSci=W}CXH`M}t5DOGlM^{SE>R-^`)
zQY`K*J9@O;kyS0Pf!{cjXJ$TA|5ku4pm>4eJFkEK5tOwyJG(Ec!@(!AON^LT@N^CD
z#fWKer^J2RuJVa^xz5DJEqVR-hNnNeHGdjaaU=g;ewe=SsOvvF>>d3!yS?kW&k?>g
zce$8F^p65SD}JOP!<M!SKANgD%SyibpFi)j-7f{m^Qkazki??4R#rocD2D{N`5z-B
zIsjXxRFR@}=G?i<w{0_`Xp5ZZ6mMZ^S&RB-)%o+?4<0<2^X%DD)XeikAF<@xrXJqA
z*?Q5#Jf}`w&9*XbnSXmvRgMV2tDQ%>fkB(m^<Te!Z9ei$+tSif)TxjUN8uZmV_Pzv
zcw;A9st2ui?cjXk!O<pL20A$jx^_9})^6*L9gzg}trRSa67I-#gM?~}5dLK$fXmLs
zK%(%_!y}U*+cZXu7y%yI&2bC}3{+eHdE4E?ql_OMpExwzj-2~vT<STm{5q{i$4_b-
z_nc+;`1PwJA%Cog#|kcAzDK%qC;_L(p7;0Hn3A<`X-<xN{NnGQ&p+&|QVmOmV$FH?
zE|{*CeS<nK$=$I!CVC!X=_R&u2DW&E)*}r8^(!OH^XAzc>tQ)(ze}Vxp3g|_x+6!9
z6yyBJge48ocvTJ#>VOpQr(Y|=sEk>%Ros%m_|CImRysWL>@xNlJgO$~&Jlq=vwJh^
z-Ih1t6gRXPV<Qg-OrW{`+vpr>7a-m^3atC5rW+%wFUQ$uieb4JUL=-+=xb5WvVwg;
z3hf_YA-%pK=1bYqI5?{=C@<~eSE$h>#4E7U!9#~Y`c*lLiX2^O%P4)&&gX5GMd8~!
zRds4MyhNB(i|ViU=GChe1cmXKN+*wg7kTZKPndp;MbJ3i#pur35KYU7Y?2O;6#Eoy
zEe(A(=IwEhtEOfV30|LH_E9tCjyk$MjUH%n6pfJWFF4uYk0ICG%L?-{wfyW|kDhM&
zWZvxAwTSB9IsO7#Zu8gk9-chlHhg$cgt_=3{XZ8KWN+cYR90ffBwT<S7)d)!Yl=cJ
zYuS9KxbxH&YNoh3z2Dr7q;^xc+umWa87bm66h5|u^%N~tmB~Ps?bB&AY91635E>dP
zh)BD7y(Z9)x{B-B*&cm*_b%@B3arsWiJJNBq9rT~4F#uPUfVWE46{Xj<Ia0rt)pg2
zf!6o9Q<%)Fc{^_E)IZ?&Hh@WjR;^m4tZ(t>{@x&UH(q85=j)M^xYYH+;)QCaqeqX<
zYv{@TP`A4gYTew7w`Q~$a&X^=Bj6p&nK^copTwQK|L|ctl}P5h@!%|V)9W1_RH};B
zRN}ROt-N0K^V>Ur==HJP_Te1+Fl7CDUAZ?NqusRW(_bM~mj|5O6Fj%*!>AbQ!<T6r
zdMxwzcf9m*ct-O_0I3sF4j4G<Il45#jYye6mU7{IY;EKfUDyg99}v}uLf|tT)oR>%
zIMBKeIE(Rob<fBRP}+T99+Tn(A+vj4!H=y6GX(~uLG7eK3vcf<y#>&E^T&@fw{>51
z%D}=^wb;kUQAOkF>rAWlHuuLgy;5#n@?J_e%t+%VPHawku$*+u^gBHd9yo|(p`-$#
z=FZ63etXKvT84(^Kxf_-dV8d2$XU>>*-50&v$I~TM1UWFIqMJpII`!OmjwK<<LM!l
z+ftc@1Wr0Roa^5}Z0$2{Ttr+vQNxvrTJQVu7hNnZT}Nd{_0d-|h3#?OQub$}x?hK>
zcdv!Fw`tNuRlRT2-kSAFA=R|6)@?n~TzT5XUC+qKg0NE8(d8wY+-8nkZ<XrOm>H3_
zr~Li>?HAEH6U9zYw=3JzOZ5_aV_g`4SzcZPzUbV9q|x%@THpI$&9@yyR9{FD7*|Ti
z&c^l=ZxmH=0|dJ%QO1V1bXqEDB+;x_T|=D!Lrs)Rckd2CW{o)9k7sS^ksiP;sT>{m
zJcwqW8MGMOyQ~P3N7JtZI?{j#9Il0*o;z-T1=(L)d26y+r7A3lx-(_ZkVC_zzM$s#
z5$*#)b@f^Ds+7x@d(sBc7&h)RY<b$D5vOftcvvJK8g*_6r81E^4UnX2@~Sktxw(07
z{(lpo??&!?-&NZa`XM&EaO&)9u$(>pnIMgQe=U`B8u-bA2(P!n*54WLfWD*4grsF!
zW*a~MIJ;yNo2U5u_rM5q%NdV5>**~l{<s?x(O|xgXxxt|NJSO%=YhYIvNcP5oL_G&
ziH|C`e&%!GT*)!?k6H!>O~_cT{#%C(86x|n%Yu*YagP`jI8fa2T_BlsPWf5hK4;UM
z=7d&+2Dxd+AcGA}`~AK6!+zIh|KOg;nl|-q7Q3ljmz*7H;Mk!1tdhdXYNmAh=xzwn
zIe+NTA<nI#rfGR=_gTon9a1GWEn2kbYc`h1akw{OF#3LJMs0A6G*=p`QOC>-__2AJ
zR@MEXpGw>>2?_E5`f&Sa&#He11VGDFR>XRf<v~jBr+=o;s4+S^Iu>Itl<I6L`uv%>
z-{>nHUZt)vE*h;SsIICa)$4Yz5<f>yS!Su8fD5&7?O4|@U%u!o$9yZ6_`iZ?88=}<
z6J#6zxc(-wld>5_d}pZYC54B&9p3hm8;^ALTwZ@Wbz?8pyi~7JWK)|2#GltMnLhf$
zVhgIW&BTO#p2Jp0&0T!dza;wwd;B(Op<Sm=fAd85j%a3Kk$31(#htDt-5_0~Kmc-P
zfmNHYZfSEMA3>&BP(+%anntw`YW%$YoK=|pp1&1{w6^&Bt1a63LYwT`wd?kY$%BTm
za?PjJ_L&B?vH|NsU!G<Z%FXO|_uGAKdalUFCLl`F2DYWOPL29)ix>5e&h)ueZvMr4
z%bVo^X}k}c622E6<r%t7#+!agNG)!By``f{WzuI&y^gVPY0FoxjDRrgJTpg8X%f*D
zC8X7eI-NRos#LxD3cw;UcNNiTH|g+gX_#*+6$_`w>3BEa^3o}XD=TNbzqWY(;)TnB
zA+0)Et=!c!(w+ipCJ$}?j1h=Qx(yqy1z+XBh<5fV;e7-)!K6M-Ev>P5jd1)pY=4gr
z=<mNC2wLX&gYJfmnpavpOG)IcAH}WH;SmH$4uW`b&gVBb!+fXu+#d05D79fV(^n(o
zkx)HuU%Mi02f)Xq9fkQHvJ*UG7sH4l_IFAf^X&QaWds3t@PRPb<iE8<34xEEp^fi9
zecDjTs$Wl~3h|nJa(Kt3he~~2r*+qpdyt-dAsX=^_^n%abJ5L4Vep05Lam1m*j_d2
z<udQ~7FHh9S*YCX1Y4*NfACH?1|sv}C(Pmhf}t3sgm2ra{CK{-@A<sBU13=Ky+YbW
zL`2Li%ykKAGo~TI!O{)h$rjn8{?xk%?VrSXNgb=$@ju2=pOTZGvAJhbQ=i!~_`s0r
zIMo~n4>rK6=}#+CkH`#n6bZ%M`R}3?*WO%zbCIs#TW9A??6%;e(q;C`L`o~6k?GB>
z1#Bt{uiuz3K>Z()WLb9d<EeN}&%3LSt(?EmNwM40ce69`fyGvezj)`AJxf@XV5F<(
zVHu<ExvpNvDr_%5n7)#$J9)++f;*QUl~ml@|7U*ay0PQOZ~8Esr{_PxyCiD9ob}U-
zxy0=6TVvL_L_0O0wNJ;c@2V>Z@Y3#tcS(=X*^|Fm{;f0QA7%8a;k}dvpI=s1-0^T1
z4Bk@Is-pD!9F`0e(f)c|Q5igIOGP2gdbZj$diLxxldrxfKU|;il9ask{Q2|t&MEir
z8~!LNNM)-82-*WdD6X{{eap+#fxznjW%byRBkL=MbGzy3x!jE?c*pB-ha4Um$Pzb#
z%rGB%xc=LFM~+-j+F|sj5FQWFyKmU>X3)@goL<l0<NH_c>G9FY34<UBGUO)0Y#MNS
z&0Qii0fH;Bt|qgaa1;-^`qtWbo2ttf%G9<UJEm|gib8ftA;Yc1vb7s^!_XQM8+t|d
zjO(7hu_sTiICKd4eR>d$nB#FsivtGE&DwCxdG8gJ+aMgXF&7qVzxi=Jymmp=ZL7*X
zldKZLVDOinJ==xzy_RmEdJy!>w`{2kg%&If5|wa4+2Y<evqx2}He|x6f|8wW;kY)<
z{_^x=c1pG`Jf9Jnm0I8#`Y6aqHEEJLFif+3`}QaM6CZT-^p;YpiYAd5wsh^fJ|_2}
z&d0{(M@B|gd}>D}nsI1^)#4xTPb=ls5=)=V!V3QhrqVxW^#y&~PMzv(w0u7{uEJ;1
zLStj&+_`acdl|+TOhgb-a&CrSiKd%(UH3)b!inUQpSoY$&{*g7jnLJkg=g@eFkVtc
zf&2V%kwrb&a^Y}EoIX!3vfy21$bKr4XP|89fnmc;dT^{MmQw4-7krEr=Y7tNNRbBM
zkVM$)MrOArb<n<fd49@`Jm2PJC*2Vhh-%3h8G2x}UbK_U%Ddf^7h@-zy4i1A=M>#z
zgPG&4y#tKBqExu~q?A$Ds$!?QMU3w-{h<MCei1ONra;&)Cqlv-v|IRj0_GGAyS_Rv
zAY){bgw!xXLuclth5z|FDj{`hhkB3C%+i2H?7=b<$yc@-aY}f>NqDDb({zQiD=|CU
z1jwE$q(I%eMM*bxO6LDq|7LlFc{Qi9)K7VKs*o!ji3JN5n6_?R1E`P;#gvs7UI@LV
zD2*C5g1PbEyt#IZ!TUaD<bTE!kofp<eJI4f?Q7XZXUbzXdGAID@EldQP935y`2l+9
z+3VMPTW79w$QbywaQ@TN@dpm%kI3Kj^jN}Y`Zv^jZ=07ts7mF^Ne6}=skYbOdsBq@
z%vrORo<42$?ZcC*3Ki9e?Xyeb-sU?|{AJQsBLRr3<lO4Od7PR3stPDiT*t=!D`!$z
zgtYjx3ZK=pckeXo_qJZE{se1wby(M6m{FT9UA{+t7?{0#E<sCETl+bLSnuAw{rE1T
zW)8Hf-y56unL5>hJ?f4wGvV36frgL_lPHk9*QN#=Y3L=fd)QLd&4biy)~qR^4=N~^
zQd{bGT!~fjz$8(J{ge)&t&ARY^X~CBqtF{g%r3pCi-kpH{)RoQjgWQ-f5vnZRfpRp
z^TG^f`G9(>Rj=0}5t$-(_N(;yhcyaxwi$=%hZy}t(UtRh^+TtqqukbPNzJM=b?Ve>
zySf|0dGtCt<&Mpj(gfK1;_Qm@RVYK_@EmIA^OE{t%9Qh8E-WegI#g7QvK5_Af)(9i
zGZjBF<lbSni@r@0ainZM(o0WzZ58fmbzD4sLv1^C>WRg87OfT?ek}a<Zkzp$)kUoe
z^71MxAHRG_X05Yc2}=fG%zpT-FxTIyxzo-CN8UfZM@c^RufJAe2QY4VZ{4kho0deS
z?da0a&o+Pm5o<j?j~Sl%bCFgr!D)z~2}Nbxx^-(wadO%yRW!wV4x&+_f_uu;pidA(
zlFY!|Q=YE2%G;7>-CUSF&agW?@6P$%`~w5*cli-kx_KA&F7tWa!#YT%iIu>SvLXjT
zoUkb8f69kihlX686Q+fQmv^d<=>-kAJ2P+Qk8jhxRENrKp1*#*5*#MLLd@uXAsMN_
zIt^T;Rl%JgW&s#($N#GS@YM9x<UZ8jF3AraSISZY?VoXiwXY7UXmECXYK?;<&(_NJ
zt>`XtDm(54$K=es_uIRcIQZJC`Ekq@g}=TEZNqE-k;3@z!Dk>y4x^pi{am>4Qy2Sf
zmFKvTDIH4uQug%Q;yz=>S`d}dK`Tp32Y|%K{38kVLMjZX29|RnV=-b2H-{EJ^Hq9n
z+8*^u8p#BNr;}}cOF!w96cwx!7MDXK3$4<$n(>(TC|PgVx-~#VsXp=AQBAUEdwDq$
z07S!_mVKcCl)59Kh1c!17!}t+u9m+liZ@~00YD6MRP}NELVZXI71MLzJeJjLF^1Z1
z!NP^lsDLjEhbwG2lUq;$dVvN$%IuLZZ-(#fZzMHogN%<BxpTY9mmv{2wO=M;n#A45
zPoB8owug$+kxfQ2gxkGEkC^{wvt_dKDJfbqEvNZ`_Ii3g-AbHR;oMF_oFF_V;Z>kz
z*GT{ZeJPMp&lB+|FC(nK;3mX8Fy-FiLm#3!r^1^HxyWWs&dh8-VB?3ZOsmInURAB<
zy-S2apGg_VbGMJqoYnemwFp~VfW=R`rKZVRYDVH;BN(4wVnEiy<m~9o-Yy1EXD{e~
zyU1*!TX9}f72gXf*OxyG%l@&mhtC75WBEe|!VS8K2Cy|LGgF_0-YGW<UqRcuN5-rZ
zK|{cC!Fx!ppU1GQ#EZRMNe&8Jp3*GqMt?f8SAcjTpeoH>qXObe0d@N@5wZ!^ThE`7
zb!bH0B}<k7gLM2tN*7?85HtMin_)+G-F*3S0?bb}+1#SICnnkj8(X!05_7?I%oe=q
z7um4w7(#ge(WAyF8N{fPLKEeDZNgC=VwFc%%Hr9tuURNjFcEowZ|giOLeW)bQ^j`3
z@6n@&mLGQ8%kI3KbrVjDJ?91zGW!%{$T6Gz=+q%#M-WvB$a4VllsT%Ro>Hq`y^_<@
zy{SWi$GwN2p3w?xgH(;pnl;-94wtg631#i|PWZ9vD76|kYz^_V5kpj9OiT>las`BD
zPF<MSFds9=Ce|hpKp`?HQv05fXJ=bZyWbXUm~PwR$ek%349Rhg>aEwVW5>;yQPSuZ
z5Z2-!CG&LHil=NmEx(<eXI*sv&JsV3J90X7sNM!honcBE{WvYn%y{fvwxQwHz0)R4
zh^l7XsXr*E3Exl)1<t}PHvGi22d+@GfA1}Yj?(laN#ut<>ZMYJg$+6Ir|;S|Yc|V8
zQVt&T=y%q);zGB@#m>OdC@84U?;f<rO}{4V$e1zI<mhE-qH)X!+q!jM`C_VML|iEU
zKWaAY=Da0;Zr87G@NZPEQpL5X2<yt8g_m6}Q>grnJ8CuNftNSK#?<RD$rNZ10&f=x
zu*DDa&g8xI$*g;(9y`yRIaAc)NJVSUhbQ{*ZD79PqqdaPC%4F#U-0>{zbK&a#zNYw
zwomo9Il@<A2-#dx0I0e`y^uN5m?OGLRBnbSuyDOvk30kGSbpd$u+0Kn9x~?upPukQ
zUrR5irmlvk5pE6Yqx!ed5~EM(wmi5EFsK3lsQzi3M%yLHdHx?I3~JP&lA4^SQ3pG4
zdhY(kwbq%~)&cv`9Q&yGg9`dzMgCp8r{<mAJ#>zqKD`BXto%!mo?b?CFW9#Sr>5^H
zMN4#zb+`WxGy9S}01HxU8LdP@+z4ZFGIJ6DeDXK_diAE<dhjYg{|^%9fI+RX*<sZ&
z1wL0?En`jLeqe{M?65il&zepx+0??Kk4lB5$%2|qSW8f({)Q6``V|C)W^O~U+QeP<
zLuhJhV^i+`jhI=LM~5Kncqw*HJ3hX}(8DdEMm^t8b9&NefKlVlo!wY-U`;eV{)dL(
z${hPKbkwm4fvi|xs-IUZ&D*YJXUCkGxf{Kh@Ye4Bmh#b-c=Y*T`a0_B^;uM13SLfT
zQ<#G~R8XJ3el0sweXsBGo0Ze28OHK#`sZgijMdfK)?xBSIU+D<y|PcUAP6jZCIxQ*
zxI$?#gsiyINi(yEfqf3#30kve4RNg>7<mr?cyc-|{5>Hs*Ys=*^ElwN##oT3Yy5&)
zU6|W6reOic={XAt*I$>v0uxa-Y5MMUjk|UoUe9VqOJY{XVxRHgWY@U4vYo;Gd!PiS
z=vZ0rJbqZXOnA=Qd-^35ohrGJM?Dot3#B}-h{(w5cLM{aJvs$_x`8`fva@eyuhR^E
z!9Eir#u6UaomVX0l)DEl;6ylsS+6k0-#$33JzwOr$;QIsO3rBK^WI+k-(|~|W%=wG
z9rkqf01R)I(06o)A7p7c_Ct<Xq<1Uc8GdbLpVNU9Hn(s|_)%=_*-`i-tb``-nc#EZ
z_%H<2aX@{%N98}4YaQugPoKg2(MTsu(6qI+ZPKJk4!dRF&?CFzoWh!%<VIs-WBmZt
zV6Mq+v%%h-d#-D^MkKBnS1p3PcItYojWZfjB#~v7A2{%b6zBL+e1cxz&ZY+R9JS?-
zp{=VKS!z-Qu0Td(Suz04L<|#<;8yGTt;Mm0hQcMj2wl6Sq$|J01};sV9$xh2lq!X;
zoZ6y(fKeKN8MQxtxH21I*VJq#Ab=bo(OPP1rP>F5wwXPb2(0{4bA-Lgj`ESn_r?$r
zju3R6rri&J+88%OR(2kUVGTE@ru6UM{}#*}-nwM0e2HOawF+<67&B&!p|SCJWGybF
zL)ri{Giub1XX=iMU!aHmhxJ3h5g5Zq`Vq2y9@boXJLQe0N7HIRAw3UM#974l2+*9-
zsLiKAuyt6q>U1XuAFiUO*Jw|qYh;F9WJV6V0H!Gg4eZX1J?L7yVP<eOX)#(rEoyG3
zx7J(G6<6>F&#;|vzbQb4S#V#NwzN=vWonR1jB8W++v}Y=bxJ$+Zu5s(^Hq{iS*go{
zC5WRwdk6XzKJ7m|j;;6Z(dn8}844<%4Xn^oN^u1X(vT#L-@u(?BlkzqAr1r%c;gl=
zssu$uJ!*8=wxA?Ghd{cu%baHOK0N+@x5nI(Glg%s5yPG1b8c$hgJ#lD#B!)S{lot7
zk_u?VUdTu?0br+%PraaseGTp@&Ip@xHKId~QdBUM6OT^@uE@droYfHfFY<+VEDsGo
z>A?SqrM+5=U!z7diAvmsgl$76*!YDk3NC-(!oTEbYZFC#y1R#a$7fXx47KY5BeI~R
z&_a+dJ2IR^8g}YaNNbzs=Ka#QE^YA3+h*fB@Cj{n?LWb$k_OvZS;^r?df7yOY(Ve6
z<&}LlzJqW(@F>6N)5|OR!>~f(RvGbA2)T6eqC*t}bJL|umxd+GD%^ru(+r=Y!G^*&
z%9wNW4w2<K#(~~8`B^cIsc5att>{N<XKA?+f-0R7IqMZeuuxQ@0HRZ#E=!;QZZM2M
zdFI?XXjh@So4J%-Yu10ODO|Km^qW52yZ4(kY2W?(_j^O_*_y9gQ9km<4y%F06>y?2
zai#g!*Yn$AuR|hfjEo8=IsRiPMbp8p+qa9tM9Aww>-=XANptM&14Z=@4LR`P2Sx`=
zTucd}H3BlVe3mSBx|Q%VkI6C(3m`23z5C&te1(Ql+tbt2V#vX*1lQF^jvRSt|A6P_
zf9Y(VmnocT8h_IROn!{U*^XEC_I`MyO}Zh_2NCKe<AyBVcJ18R67!@CdkZ9eiop&K
zObbY>x_q!mefYoAp_3h(c&shqx%B}My~63M{bReOM^MNgL!G!^K#<|fn*Ds9bX)YT
zzX%;Syeg>E(*c6E!yZ}ig8KT-*7fJSOlw3{)v@@(=(DpOF~g-KCE359xj3xG%PbEc
zAD`;8O`TuYMIE3**+}6NxMRnT&Rx6q<w-W_&><`QF|NSO^QSpxj(jI~wmK~=G~07@
zkN)917n1BNI{iH81Y!?0Ve;v`N~7WzN7XTic#&%Y0(RQ^jwWz52Wo93zUk?m^~(R7
zfKAjCSZG#oH|dg{<LlY-RDfYEfy>vwpTpE94njDMmmIaXpFuHH)_(jRy2;xSr(wp4
z4viDaOAZ7?HM#TT#N<r`uYR0>;vYYvtuMmA_mK^WV^fdfTNEuS4xfudHl>a69fP29
z>A{0xegAH0Au<Qq&FG-#o&B5nctS#*4Mn~$%C3(;KBwy(9Ka$R=F#O>^13wK-v1?y
zkn5R^;lPRzEUp0fv!*xfw!jobqCausMBH#^;!1g5u8}>fldw?l3-7*gd7bn|v+R*@
z1M(Ac1uB^K(_p^v&;5fpPzgj^9B1qYzkmz25dckJZv$~CfOD|mW6pe=8Xh(!Yon|v
zJLK`hW$wF*`e=@U;&1d5v|jja1HC?7PD54e;^MJziC8WmSKyLtc923JaL=|6?Pfea
z(+K4{1YKLi4Fuypq?zJ1QFEI%X|m52c-k=>ZN2xEQ0vnKb;qFEe>9`+-UNt<@vxfy
zFlyJ4tRKa?@ogqlCv|KV0Sc!76*2tnXS9ueR3BN&kheA7110!^=kMQ7|9E~h9W??X
zDGY6<8s{ccFjqADy?Fq}>p6pRJuvQidj1wWRjP-lJ=;*eX=mC&8uSy%4JOI#qSc<`
z`;qs5T3R7H%r;uq+RNsX-9V5T`eozb!y|{WMjWGh*9NpP`wU+7a$1Bf@aTyXAr#;O
zpGK^+W>%fVBEI%2vaIc7<BI&J)vDov9+<wRO&d`H^^yx_%$ykujm2?XCm>BgJlkk9
zAyuLR{)FC3)wQB1{c0H-|5*3depvE8mq_rf_ygnmXHSktU70m|_C`tq!^PPzUcA^t
z3AC~Kz=mJDW-j{j-C>(an0}$>?kl-b**`ais<4O~^@j++OD0qyUNV@Sl}^!vu1b0%
zsEKQiM_<X&r7eu3s#h<0!+@f!S?R0&mm?=n+*W$^>j&et#KoPIm1V%@7l47bN0W-T
zDT(aSY0p%?!x?|6V%NWaHDqNB?@Os2p0h2Ai6k@Oc)@Jd@s(=d(^CQ}Dd7lCWNF9V
zy(_ULzCCzUHpbNKR^D8^<)glReAYv*76DT@K}fN`K0fi9H?QZeZVPp}7C3)13R6hO
zT)Irf&O-o8ymF;7rr=~wkYakh%MxRs?ht$!!oKK@=o@yMy`-jK%Tkm>L#l#`6+7~(
zjQ7dG{(#k~Cq6(W@!GX&wq=C^r`qvAX;0YyqdiR6?Af0u&d@5;mq^}ITc`gomwf}w
z4h|1bOm2Ml?%iXY-np`<!^vhq9j{?f?yrEbVF$JsR)*!6{P@gKDTNrb*~rWcVpaUk
z)VE@`W&`v;KFZZ~BTz7nBXFlIK5$__%T=-?sC%mYExsEzp%iBn&68pegYQ36>~YpG
zZ9?tzB(yh$5?KL*(kryeUl7>7i{5431L3rJi4e9~OalxQT<Ej7XGy%u#4>Iy&=BJR
z^9s`4&z3*t91|_{B;?F_9c;f15A(h*Rn7CC&skR9s(4EEpZy>%b+GJcnV6WE2Q7o7
zFzeQ>zTdMQnV>g3OP9b6qCzQlc6JKzbI*n9eTJ=zFgNV(-QoH3=kS_+A1C;l;KiGi
zwNLNF@K)jw<g@&z-`LfCH8}k_PeR%rioP^!+&J=PhGt1s`~(hQr=t_D)PnFFF^V<-
z9r7ACtSy}YM6N8}6!@bRNzK3cz+H+0`yq@U^2UiNcdF1|rKyaJn_C%uWI)lGl12Dl
z*<+n)c*YNPOJ??FCzxOhi?^|9*Js<|27;}KytqN5*9I@BTk^w~Ek&GIiorv=PZX?*
z2iI;iAGEjHyLazqzJJ)UrCV&GdxsP*-30^8y8A8CE6Fa=lDbuXh6T`QK?C+$QDMLt
zx_ShFlP@w5cF5xw;b&YZ9KFt2Mep2wFq-3>``~zU2L}gT1B2y4*^zK#j~-3Jyr8G6
z>$h*8xu^iJIUhfLN}{L`_mj8|A`cAowYQzVY0aAI^iJ%a*X+^#`|i+{q9i))>K2G@
z^9*x{;zxtS#oM=QNpD+GChU}SX~;3hx-7IUj*%u!o9<aOvaEX}o-T;W9<E;|M0S|*
z*f1j_1M5~<$n|DXJFz2w1iw5Z;uSN>Fnj8vvcY5NGqK|)MIe+9w(HycxJ|L1fq^F2
zeejXd4G=#rvJln3CHs9#(2!siUa5cx`g5iFQe+VKbug1b)JFiab@jBHlxuu=dVV$A
zyAftHVP7dA{4q00ZwQZ7L@t#kO*kq-XIoe+^pp;f2g<^VhGq|>GfA38#1AWGWwwm0
zr(3N1(xiE^ZQ!a`5!lBOB;n91$&@T$=2#*FYwl8X7CXJvxz!horBKqwoOk^GScq}A
z_yz4G@UYLvg5<D;zDuppH6KM6KwC>oxyM=G-VN(8`L=3QbY|YuKMHPv!80(f3%hvX
z!UY*y=#Cmoy)h0!3dfBG1<gv%esW66t3e%BS*ii94~$Qwqk|vw)p~j~p@<<{8ok-P
z?j9bSXLQkSSMI~Wn?N|Gi>awP7y?${k!6lVO(B6fv#4|S=-Hy5c<m^9UmUfrS9YV&
zhGp~Ta;#+NIKo~vYE)Ivo)W9gVS0hNn0wbsSxbm0#t<ackdU;pVY$j!j1Qfyt&QKI
zaXz@uK(M&EdCLTIbomC2+jefQ^SdYK>XPKpPTJohdJp_;<Q$X`SEo?QSQxwrGQG*%
zV0j!c1800IY-mi8mKqYTP`ijP=1g%>p6ZvsrvN_~Oc#RuM6@(-)=V3r*niKSrjR2`
zX-S$ecXMw0z}2gJ@OboU*Iofz9)V=8oj+)P*U2Xz7HzK?W>cMgASx-CR9v|ftJQ8~
z@;pSyAG74U7Cs2s<<3AXi3bRiYvk^Up>AhpatylN61#EkEj4b~9tQ$JpqitL7?(pr
zG_g^itl_EM_Qmt(>!B*ewg(<6jW<d2MO!Ia&(`elhN&c#34DyUu*I5NrDn}_^Q+8`
z$67a4cC<t<%A!cFTk7f58QLD>7CSi)xr{$peq8E!!RL4I{4>)xnRU*9$`I8M@B0do
zsnuU)*$%qg6}Kratg56p9DHJqhW^#|SW;0opR6LDdZ{q?4>=UX|7_H`vmu0Fhur&j
z^X5*v9aUKhRqTZ?AecTD7G8oS%j~|yyTQ|v8tJ&aaN;c9zH*bAUJ|N}_%fh|U*K?=
z()<%bjWe{5m`ucqjN>JUyAr+m?J1LzQBFv0cv+Qs{VVPP@rTt;{Z1{<kB3W%`-&k4
zuIFsO_2w=fFnXM7gTIo|Pt{7d#TQ)<%lp!&AoP~#q;wMC-X&LVwe_{(yspIBe6l~i
zdG2_#kx<A+bV;Zw;xAU%@k;|tyL2(Cw?>=Nvj-nK3;JBK=+Xl3a^|5y-kxvrtq&O;
zEIuJB5+b`s@9$0z@81sxo_3z|x*7>K0Mn&(@6q3u!qHM>#-%-;##qm68)+uA>%0DK
z4?0F+dhAt(2aDG|o3rd#i?wiTKY!Af0U$O|^9CQ*PMT?e5~y2Z^|04JJ#D*DQDhfl
zmtH9=#p(Y!uUcVgQ{j0f1S@vbe2k9KmRZi^q=D^SpHnYEAs|LsO9g*oQpWT4r?;1<
z<D79mHEoy>N1UD&DEH`A9Yp@2^w2dnUJa5D=TA^Gjc8EYoiRyrbk_bqtAeaA!Vz=s
zu9vD8+RH%;nBVoEJBVo6JG*j<UMHho6*czRtd}#*JQlkK-FFwbH?*2jANoH~basdo
z*}$@p9Ii%9nrJFHxw!$P;v85M#g84Gl%8INfVZG9SC4}y`Lp3UDs*WyK-)Jun6_L3
zI_A$Dav@IO6>*EHSEy3dz~G$P>L}OR9HgGiY`BxZheYu4^XH2aXed#X0-NbIv-|DM
z`g!%g!US<5I5U3n5;OHsr|5ZRM@F5iL-CNx1wqI~&FhA24jT=c9V;W1{1B`oAhYhD
zn5-|n6)L^73=$rC@g9?sW*2tsFy`<1BbtZ<!0w^bRLl(KK^JeN_3vrow*6;=E!TEt
z&YK#3AyXsJiOq)`G~`TcSX*1;nRNOQl|2s!s2JmEWctW>5!}=Mes><_9@&5`>%hGf
z+ik8v<qhN>mjCA-%p!`y&8y&rzY%7;PK+20y3X~Zffr--YGBVrO7B(&3d{=&3#F42
z*?cwbx^Ph5{bL?g5$pZP_+z;UUA>*%7P>w;Mdm<aPXaoF#h-N;q@HIT{lIA3+1y^q
z;u5FkN@kIylT*Q)R1;!U^fnOiI4)f&ufJwIWF~Qx@;Q>vTJY_i5gc#y;eG?(y3}qn
zI{v4|257`@knK+OF-)z%?Vr4^QWek(Bpo_4=gdi_#B9qPcgpHWPS=!JhwQ+XW^Z?V
zD6#qw-GAFMPBwys%qNjyp3-SKd2-AQQfLl6uizbx-V4X?vOJyD*t9SSeXUv2<;&W(
z6{W}P1s{uzmByA^v15D45k>m7yuYrz9yrM!u0YO=G&M|KySq)aiH`sj88jq~KAmPf
zo}}Bku~~WxA;<su@vaFsEj>R<;?=8FpFVv$bKX3sLE63Z`or{7KJ}o4l~+Cp7~@OT
z6)|vgYnNFby349`G+A*W`4JfzX@isZVB%zBpU!2K0tneLOSJ$)(slxxs#K|x^VP0h
zyI$m5NSLc=Xg)FgkiAm~yG_Va9u;Kia)_a%b~H<EK$sXybA^Oxm=U3T(T#N38pSQ&
zH!~~QYB07_!(X=$QB<o=os|@*;hapq#}BeqqI_&@TMT*<P(koLfw$6l^s8H1`hp`P
z8?#AP^4CHv25H-+2Lu)F{h+7UaiCW8lJv);;}<L?NYx>Or;v)o=5crq6e^z;yQIv!
zqdD^+p)`uss5>tI(@d+SNOP<-egl@&lqFauq$j*--;lPQN6($x0k9i8DZ@<qiAn9r
ztRUL&m77`P%p%sUYy7LDIUvAw;g*+|v7z|kMv~l5Wiy^2B8>y0nX+JPHyPn7<`<`(
zop)<DCRS*HZQ>VvQU|&qkDcnKac$5BFGLUN@{*7Q*|iLd)4qIuQRC2%)o}1$XIHGy
z!a1{?e3*RmW=%}!7ZHgi29`3>Cz%MWL}|9f(7(Ic%{qF>gz9V%0d&%Sip}dqPLhAM
zA-XPqr|SJG0#vHvIUO_<gaA`>^GX;!{QUiU#5FcW1YX7y%7Jf05lDm|d-k)>Py9rT
z@*Ia{cOQN+{&*GO?7*WsEe2N-unzBW3nQnOrnbj)aiUN%h(8eOSuoDqINS(h@yyCB
zWfFRH>!P9}X`zq?ldWVeRa@`ENgW$mxi6UBj91ii*rZG#A?<al>!>R9O#FpAKpria
zL?Y7xNLni>48yU8<o(^RZ(j#@cT<F{qwsQq>l4F5uZmL7m&jP)X^+q7(WuaaZVURd
zVtJp!i5XAo(UjPkj?)pn+?-#ZprT_rBr}PD?B>}3@ud*i9q>Z6WlFhd|B9}WQDwRl
zL(E;&;TU=$ps6YJ{a+?zi^LBF6hR3<&8XpSxUctn=*qNR-K}Ypu^AH?7+|AeQyt;v
z=Z_+hOn^2fI7&|fy=>Q?C0&-q!a@oBsB_Zi{p8800oxB2xZj{*Z2#aGa>y#syoN$Q
zpqc_^Qc>o~e%1ct*j7^PxQojxQxpApq`FTmBnwb0hi+06(J;WaG4~v$EMbnGI9ag0
z3@(~TH7R+YnnNmM%1Clz>0NiN^&3y@NUCC1V)a~q!>_BZl*le<%QPJt0|l~iA-&LC
z$N^PN%ev|RSC?7WE#T0f{;>|l2@&Q~)&`>>?*`FKR&Ny2g>>idn}2iD@#F1Dw9E0n
zjAv^tC@VQ>e-^?3?}I*ZO==owfZd0GAe4ezZCDO>Y8~xId0#?cFvytaJG$AkLH+|w
z!Ep-gptPMZf_c*Y*hW(6GVFOAPhUD}{7yu+EG+cQpku0+E2@K$lJnui;lBrj9&k`~
zzG${7Bdmvy@{G*Pt1a7`GX}9o)`6il3Fz%P!D^;W4fkZ<1&0A=#Nj4RCja*^%_15L
zRsE!O$I&%ag<~#ToBjlq{FfhATzBL+{H^K=sU)1Kj%SvXbroMGQ)Vc>qqfu-Y}<7G
zh2!5zV1~SwgIt%Bmlx=H;d`?u<3G15xz@|K#yu)S&VM8kbKjuo8lc?0e_IURr`vVj
zyGo@0YdgE>BSa55eJ5|OSS+OVpC(3p$gmB4o}6M^OLQT~d|hbVQx&51AF7sCfQrH^
zYnO&ty~AS?0M17AHB2b|e09u>9qZTo0sh1VDl!z6r!z)Z=`VddCDYc_Y>IB*iV7;<
z-P}^_>C=qI?kIL2c-d>FMJiTY@&TXJhG(Gz2d9)8eZ;58fC6>6>tzJY7noq)p2EfJ
z{AIANUPjn|CA`&?+hg&!ieXl~pD+#nF}|+Gi~)z&4&=lM+apn(_y^OMQEgwB^HOX$
zx@0{z3yKhzkBF74R_Vx6qo2xbOUd}egqft<fJ*cyFO}g{GVx7j33@$@<qfq2%w#-@
z%-pV!r@-Tj>a+2Bx7sSzWQ&W=t$#h&j1k>^%j-kdOFy7gyco5jMtq<K5v!IA0YU!n
zIMk7D0Q;v^(icm}qzn^GpT;y^NVlcfTtsYYbsQoJx`sJF9TG`4V?8~EE|NK;6r?>V
zX=ND+7ti@fflM6MOwASn0lDvgFIR~%q>$`)SsSou1kIXf7Js+I`{2ixiFqXy=(us}
zeoKR{^^MMq$?P=h>})MT_~3Q-Y168)aQsNWFI#{ew94CwNi+fY1!OFx+vyn%WPC;A
z#*Jx$s|9zNiqXN;EMVQbUXXag1VPj9?b1w7?|g&*Fik3z?+bWB8uY6%e69w}n#4^U
zT*=4>pKy#t5X7ep^BGz-`p1=c$;Yg|oJlx-J0xEjbRj-FIej4Y*eQ2f5X}sy)vZ-)
z8DO#z{rLjgam;(h-h|Lj!ne<U(n++_(#!ZU?iW+RI<-=%s&^CCO;(utYQy^V5+yKF
zCDHpo{*OKdub{JvL1P)1Uqsmy&Q+uZ#Uj&JdQ}l5E<s4OBjqB)9EkLQKWsbpqNbEX
z*b?l*Y<yV6X){A}XDzSJmyZwF@+)GNcciGWeOq1_dJ99M9a#$V{yGl+f<=qaT>DlZ
z^3mtk!AQFQ_l-%gL1EIw+9$=bU0?MX*h;YNAR{$&yRf(mMNM_nruL`kI|dMNl(m?Z
zBHmAUD7E$Flj>>z5fJdy<lp5Fc@-FtWc;2DD@UKT-gCI(Rv8qzfk5|!1Y1#^d6eT}
zLFnOKKIFiFqW9h<g*JsdF)15U0xg5RlglNos28`-b*2pyGp`2pL=qgiZi5EXV|}oY
zXHcR@(goI*Ok4wG)%cI}q381V-kOHQ>1TwtNtt`A<8-UeRr4H8sm*XjwEAIV;JB13
zQ6@-YK9iCSB<9CW@*i4d{c9VkD$b^+reeK-7!`tDaz6n{y?Bnn3XJ-M9kI2^FSl%2
z%}kxCJ!^Al&a)D9NjC9~*JcgGzWDRU<u2%52t+()HPF+AVnUu41b!(cMc&K-g!`gX
zVD0sM!s}*f^;McYed)??=CqSgd%WmjIoL-i<0^Gp2EgcsBOq$O@y1po4qRl&X9Wc{
zCr*6R;YZF%J5}MVS<C-nP2d<NBaOoLsR4>s;6xM|Ug8IcKLC6S=xyA#t*+P~*4Oe|
zU{X?JTG_mJ;Wz4&dzMle3yD$C;Gm+^ty{M+|6WaMwNw&;u8E0f+n@*rfrwQR5DW#8
zHn%8g>e7JR7tbsGLsij8eY+tC8usfVzC?J`rPwqScRtdvt-B(u43B9y$4EdLAZhD-
zv#JZ{EMH9@f+be6<uDL02tfOWpM1M0>>ebC>`d7S*b<##VEn(5#a9hEuwwP<tF|+A
z^z_QQ|I0r_^dA`JZ`Pgtagneg@2!Q^Y}B=DJt{6oDm@{3vCc$58lZegK!2LIASSyY
z>$gWF(pIP5nw|r89gYqQilI7I{0NTfiHmf0bN<)Ci9F}VMK(e1@w4rfDK#V#EabY$
z&X+ql7r(<2?k#KlZfn#OahD?s(a)*n@AM8PQT^vaNHriJTdoyY$Vp9x+a<kTh7E?(
z({gmV9a^t%w#A`>VjJJ`ZW8`s5ib-Cb}hV_dsDb^MmZZXgICQiz02)^DT8S`nQ(Jg
z1F^o+E@hKzNL=hC-UrHCF>5HdgLBD@^*8iT75;Qs|5K?NeZZzGhgV6iuV1qEh2&Zy
z1#R;kVb)et7DXV}K}{^RKg*iP_HW!XI1!C5=k41n3ej0d5vCXebBFuQI{HM<#YUyB
zp&`=>ggd|```q}OQ4aNiA#;5Rsw+5K&q&wW_j;jitw+g|F;MJU<>S*g%xkVeWg$n9
zum9naKaf&-)xQKmx-$i5Pf8{|L&HjmZLgdhav+6#C@l=gVea74`=>okM5g0Fh2x>>
zJpV&|zmS)YC?Z#chBm;crAAo(YDfbNdAbMJDx*8FQG1PgTjK+S<ajz2g>Lr#_AU?>
zP*x5>X56w@19PWG4uuzG9!X_+*I!zwwH3%Hfc+Jd-;Yjbbg#zEnq7AP{$oG&3+0M7
zVOD!DE-KyM@p88`r@-$eCM7kxo*Tp-XR@~m{VOuTpe@a)xEb^zD;;S%)g=j0f8?-~
zLTSVO!M!eL0n~e6u|0}ALZS<d)FlE?JG`Fa73;nhwP(u7&fbOQ@FH5w*pjvr8f;_;
z0QRu&XKgoD)L+wc{QBl9m2kR>9B65yKo@tQ4~n-O+)waL7=8*QulNaV+OFLv|GhJA
zdq!sFb^c20h_>a8+$z5UU54)t_!-1orqrzJkT1ijuwgW&;PXfiQTr)FK?$mmfa9de
zU8RXnAO)O4$>+~MUeH)osd8nxHGzG!w0FMV?qYJX(16GxRP|D3%4_o|R&1sxS0t-0
znYNX_ke2kT!>~<ycp}DrR~0KOE3pdW>XB?6A0Piy=Ax5?p(6x~s+`{=uaDA2RF>l%
zWi`MM1GP<jRnZFgaalQM=1e=Fw(!JkaW#c>N)tc>IZi;A%Y-En;}$ax9;(`q=qu!^
zbWGT#kNC{GUB*nyf-Hs27!M_HKI~W%RF*9>V$~JgO@TtgGdBk>d_9uhRri$UW@eLn
zwi6aZJn6K0<h*~sh8=38S%VMXz=@CvA~?8&!oV^og*keCBp(9AzeqT_eck`_(890G
zMPe?^wO-RKxT8w{nS>T#K1hhUwGF!m;T8eaNi?P<l^6P?uvIe7&G(cPi!LsSL3-|p
zuj&fgtZ@54G^Rw=6>pc=zF=bI<+OZn-^{>6H~*9x94^I-910)w<K6r6HZBHQ@Xiu=
zsDx@LX`BD33m97~QaIh@lCW@aM9mn4?NJU+=SAOIiX#k1%Xk8_5G8V8VZp@8XV-W3
zyqqJw`bOPw`9$e1p&{F+r~z_Igi{aPK}P<+gMoo84BLDxA9Fv>>klQIzCN^mDI;R>
zs7X};Re<CDXk6%!1CAW+cI+L+qQPwngI<`!a$dh?pu~yGJ3{Z5oX!v3xzm|{c{4+$
z-j?|gAuWg15*baz=~oB~LPhhi+S2-4zsqdZs3HdIKZlZ%^1&};as=FfG#5Zb?1t=B
zT=!O8gmF18^^Q&p@P|`$GVfu?VWu0oXB?S)=KT2+$9b7WRQp|7df<<fUM4ETWR_<Z
zqjng>5y1xHOp9S{@#4kRPIX}cCGrSif8&PJlbbv4>xC}Njh=oC(Ui&q2K+$zB51V#
z??R}T9u23$eW0#w?KHg}2G(F6kkn=Af9dOGSiAoVeJ$63(?s2pgY4|AD>S*xD1oG;
z7*U~%OQ$9W2KqA@b`X`RCv*Y>48H^)wn>_qzQ+nDj|^}k&o~105TaM%+u8T1OV_UB
zaIK4{kS>uR+|oI0Ul9&m!tK<ccxz$U)&a&yQ6dExbSoYMHJJEIum+jkzu}9Bo$;jW
z&yx!RVNAiS*Vl}MD&?qF6q{&LOIZEau`yyWrd+?2jlTdG-2*k@$k@yg6RvFJnf2n)
z(UKoX86YilOme!ByT9TMLs{`mY4xt$n{r#A2N%LyBSfLqH8d0w)ZWE_CSnbRH!v(?
zFkKC3$R2=tf^aZpxHh?`*Wke+N%E5R)xyt{DrH_2`(VrK`?ybgP_NvgQE=pi#YQx_
zib=%<DsNpm?WGy32E9CT@##M)okJp=pdn=}`$eiwLC16pNc#%`PYv2ccutw~dO9O-
zuJ5*K+iYt7-{^(c|DW|jyT0x{u-BYlRF`5Wm9^rWE#<L?lQv|eB4fNGwR=J3|5Fr3
z+_g`rd7gYKvy%{&WXz>)fe!N}3jQN>f*$8m@;KuRV9bCJbUfDGNhMhga_A^y5|5F~
z0Pke<e3#QRMnUf2vWp;Q(wWuX{0r~jNKQ`HV8MkWb~!oa&-&K$s!2oJgJXN_KcZRf
zhB&`}a%$b6x^33VoJ!~)>XLy)#i-YlKX1-GvhH8akNw>%>0XUr)s=ZBjzYh%Fcb7G
zq5jZcHSN-Od?|@pQE1!VZ9}`;i*!!eEmh})vKLkc23BUvtdrsq<9Dk;%<rKyv=IYs
zINEf-C^W2VE8-S5HKSu;WzWbYqLpaX!mBGYnSz2Yy>~=(;l=~`M`}vFWoi3gTXYJ-
zr6ek_jZu@~cL#pmR5Gz-F&RrOYH>Lr>g{ZHt6(8Ap%{QkDD4PXBJarRu(R(RgHcWd
z3o8l}gzexSXOir^;+mlxX`3)RrY-OO73YKU5r^e&ZY?Y_1`cQ2tiI;Ic=q%Yzs0^r
z(?<uu*gcmroOd1IKt1G?xtUGP0mtj3E&gG4+AXpU+@%@C2lGmjpnc_~BO;p1)o>hT
z1MvvNF2ews$$RGqty{MW8P$I<LrBKeANy<Mp=#UTHg3D`Olg0nS;eTIYL|8u(T89)
z4qUnQ^{k3L2iZw6-<BC@N+Lir<M1f!X%A0SMog9ZP{zRmvK!M_ix*5$01rZqun)u=
zphQ*fpX*;czD__u`T5Ql|FI&l70T}-6=l$NDcm>gM^8LTQj^f36E)%j&Bw)L1K~(z
zsHik+LPD>?@F(Q7IJ5uN1%TQz>j#^YG~G$9^JZE@>NfS?x2W>mb7x8h&CzGho_$79
zCe|~Oi*Pg@-FEw$3{hq2>C*D0t%!XaNku3d;HNxj(K&A4c75U$oyqoBBM#~)-7x0P
zvD(B=Qv0`FGK)CPn|zkicq_A?m>(t^W^#HrpArK`gS}1o`n{!OSLpSz@^U4I>5BLQ
z>esI?lnFc9=w)i}zI~Sk240Ew1W$Q%{kI<1%NX;2Fh+EH+aC}>SgBORGF{Xgv|FXP
zefXzlJ~<A*W~ctVbi;o^w5nokNzTPF7$Aga(}fr!K}xA7<^U8Q;oQha@^4^^@1L2~
znBKZOdiqS7mAVCYhBaXO^_&h6<;TqbJzD|g{;mU)8EfMQrP*Q9Ero5Ex7JUdCF6XS
zG5hKw^U#>WupF(BgpMCW=5a}N&NJT1pyn!dTOXV;g0^YWln(ZBd$jm$i{3Itr+fdn
z0l%Vip-EKDA;KiUsfetL2BDZf$=gmET?w0?%-T{JE+gWILuBgIs&KCYHYqexz*DoR
zBo&LLx{APJMVcKbK#^YbT;l$VtE)-#N{U!fNEif5)E{?1l0Z<ukZ$@h+fakRN`fy@
zQVTcD%hfP}gZqD*+7~jT?Q-g*--$ohHjfP~s08srEQ&~#jVTWa%3ABo&Bc)+k~?Q?
zO1Qehyusg8J%LYKksf047wK2R8+iLat{=EG+ce~J+{vBiy)&%WX<C4ME<~J&?r^&5
zrti(Gb}!4VQs!OOJBWq{4MiUBv6yJzT6(g*BThfp|Ie|_wcQ6k6nb#y&Yg-vwJtLV
z506P$D^@;IGzEWkr>MQ=LG~YoKl<OO@x2W<6L<=nIo@9M_E*iLm*IN@YDgw9i?N9T
z6)K!%re=BC^{^4mqL~`xt|c%BpQl{E;3&9KBj-irxVQfmQ<SJCH)wb<r3{u<&0qZy
z)*Z8mj?xP%?azco(I`;=lHB2VeA>PUKCJw#Tlg=JhRnoKp?b+UU#S^ThVovAB9+Q$
z!vDz-V<wuPVzK*IUJFRGLspUNBQ%Y}{`Eg5ZcI4~Rm#3m+{0PT@-Dw4hnWT!+lvBK
zBCI&Hn3^R%7^bJxpyU-bLxBj6X!h!_Sou|p|N2#>ZSPng<^;(3g6-&uS|$_TusE8S
zgasdJ0;e<eH<{&9=j+kvvA1>p5OxYM@`CfBD3~EdN@jYHQcc5{Q)N>1cWf9I96*a|
zOi~bg73*nr{#M%Gtsd#<7^pNM=X>CJ63J3_CXPZGJE4fzhSzVRLz$H{>0mTU?N^pF
z^PXSgz8r5E0?|@v({RW>03b~eI_S4F{NFiN00{ck`sx7o<zEXufNmtxk+E@mlp|GG
zwSRd*J&$$_HY6$}(^2cr{5pbmGR{PyZJDYeR0I&s_v3|*+ikOFmEF&D;vt`}9=-fO
zSCsAmo{}shhextEw<O*qzUu`gr%)Quzd?0c1;I4!t!!7?z-L(5Jc$k&Z!Z3R^vBlI
z>oN|PP%&>(X-k)gJToBH{d4o%2tk4ISsDlhe!?YT`g*!(in&ry`z6F{iDB_e4(!jL
z^a+Js%x`1j{y*u<>Kab^rcf$g_sEW;b)j=pgJ1jErP=PVl~?X}-gEUYN=_b|vE&;Z
z*76_~XHcDz$eixA(y&g-mcxp}y(YsqXij+!223Tdi?tLXwfU2n-G!CozXqP5NccG)
z12hC(V9{$Bi!m`Jy2h_B&6qe3bCA#nIGh{?nwW|Zf!TaH>lq1*lj)Z-?uM3c!;nWH
zNV0&4o0y2JU~g0WiW#ezNNFc_3;*e^nL6URf}aWi4!e^(&oKT=XFy|W*TRASC5agg
zU=NdC9eH3%a+7<2T%hzSl>Q(Ci)E6Kks)QEt>{?niWejm#dV{nSbNCOuy#6}oUHNG
z6v>R-g!_<$z+=hsiqX*Hrc=2A86{75l0GA>gcu_hrc8Lmg*^C;<sxqG!<H`Ti^Z<C
zck=B?9nSdt=p-PPj5H4Cg*bl|VW4FkC-7Qq;&K4Vk21g<zGfEF_M~{{9>f>V=9bXF
z<h6@<=kZ**t~+901ym+uHV<<BAn#SM>ePmG=Wo_Csm!xbekWp^KVYAQR1_e1m$$^!
zqb;GAv-A3T2U*No!l^)PcrDV=(Fv#|`;{ypr6vDJr6|^eHv^E#tR*_fXKo*lKsO$x
zU549ZZ()=vZ;`G>Xj}YnB^*#$b*IWaoS#31+q!h_EEC^(Fe&iZiUKSYGUeFBn`^0Z
zgs|eBc$G!CL4&MD%eDxu+BF+iGxdm4p;NU(vf-oLp;g?@&TcAN8I<ZC<AaJHC|F(}
zC$3vQTG(hyi4WV<d;Lc@(DU$vF3aKB3e8MQ(RzkMv$xH_ssR2J6h`q#L&J}ydi=?2
zOoxm{7W&nDAa536TH|u4PNKh(=pJWb+I0Sk2y@x_v|g-6kMa4|N$$F~qwB=szs|8)
z#7zg)EgXqL7UD)+1uPVjA84X3rHaV$#l^*j)1vQ8kwHYl%L69{Y3RjJ_qLzhiB!~O
zXDwpx&mVIQ+=-N@jhU_j&b<V8_3Z82Aa)<7sJ+Gqg#r3s2@J!7<n4n2|57^<)m)E`
zbCjJc(^#rhalq9jj53XD?oa~Y7CXi_k;iNJ`ucKZ?iev7vvW{)W!!;ZE7|v7VMRNR
zkyX^ut58PAq8ZDE=5UCsUhpmgjjo<(j`GF;kRcQo?Ume9Mz7T0t`O}VSV^^O)USld
zC<Bt|s}XCfcrtk2iI*;ELV4N~Q}0ZF+J8S_FXYa@bJ|rQN&jnUJLUQG^I1uif3{`3
z2;PULnbAC@EhCkF{<vr#|KCbZ#nkMljsELIDG774gMPb&ECUI9F9;FRTSAv)`?#)L
zQCRKYNpYJB&k>bbXvQ5Pc)IRytnOiXZ4i5~!twXN;u2g|j=w$qKYN3JrqBGJfBY}~
zBM;oN{_n5in?s)c2BQ3OM77_mD7WX)`S(fZm(7!ZFB8A4GFtoZE|4qu|IJsQsnA%e
W)ni^r^Ji`fKYbjXREHhhm;GOGmE|1(

literal 0
HcmV?d00001

diff --git a/_images/54ca10647f14ef63b47e4a822229204fa623bd7eed2df988851844cf73900b34.png b/_images/54ca10647f14ef63b47e4a822229204fa623bd7eed2df988851844cf73900b34.png
new file mode 100644
index 0000000000000000000000000000000000000000..05efb1a09a9fa57356dbfb9061af2996bb99e9da
GIT binary patch
literal 74980
zcmb@u1yq%5*ER~GAOd32X@DS&bO{oIfOJZCH%O}>23^u2T??e8OS-$Hk?wB(xqSEg
z{oi@d_m4BqIA@Qs_r~R7J<okV_nh;Z*LBVHMMhc-=LXRY6ciL3@t4AKC@5(9C@82q
z*U{k>@0U0=@INkl5fyuRD?@uH9a{qwDII%jb1Qpu6I}{N16w;2D@#@eE(R7l3S)bF
zYdda6MvMP?1A~>V5hJBE+9-Soru9ozI}{XL9pt~L83O4hD5xkX;=+OoZ)4XcoZp5G
zjvj4qN*;KxxeDE>C&E5`@W|V}IVn*HwOA>0?3(q{lA`;9>)G1HNh2qH7i(tsucp4#
zK>0$49`fT_eYFv;>UHt!sx9ohr+OWaUfe0@V0{&GYNzo=Kc363%b9?s`*%0jB0nuc
zDO=<^rS~l%_|Ir2{RHYiKQCoHqPUBE5&i}%_?_fG@1YaE!t&2Me%!)r`Pc8=su%iy
z|7IQL%R|r0PZFsQ=;=HAG;YJS=!E`$xW?EwdiA$^y<*G#>A1AvUor1eJyW&3yg1KL
z$fCL=;kIu{G!G=>lgU(&jABV`Ex*_f^jy+%T^nIW8Oqi0l}Mfa_2n+QL9rTre0+R{
z0<E09JWhOt`zia)n>XpyiZbGi7`<=R_nH4|u^PjAfqYFLu3=eQTmMiYzqmN82@MPT
z)e`)$%w|s1_fG`9dK3HsCt!bLqC%ESOib)xeO%1ak^vPJ6}{Wy_s`q#lI2u2LICgX
zU9{RdFAPF%`;3dD(Ly5{28O1gp>Ib=Z|fTx_Pa^>T*9)lXwS_)-V(CsWf7u+yU;Z^
zH@CL87fzK^&B0A@+ri|pn$+K%th##bTCs}9+DJa{$x<@9r<<D_Q8+QHA@)SMgI@bL
zdi3VPf&xzKX_UhWr-Zug+Yd#jmzG-K+BgBt&CPS`>z(thp~QU3hbqV&UHbX=@#rv1
zAt=Yo?5Opc0~#9}uPG}lZ&YmZcg6FWZI#QXOK<NcT*k)pxy~*vy?p*0<u(7Yezxe(
zjeB?Qd{CPxX`ex;mu6&UmYEU4g2~*r1lcXd^sUbdyZIaX`$OSb5tEdbmKx2s1pjJo
zCMF3C45X%|{mQJ@^z1nH(<clxbZle!OIW%J?%#8x;tv<_KHaDYw45l<H|!+R^f)%?
zisKQJl=Ktq!6PPqB_VO+HShM-&6-PoEIc~x-G$DMXf`Z_l35==|MsuDKg-HyVA1fb
z_swdf3ygao1dwpm4`wUxH^ZI%YQPoni;L4p-eG2D);BUDjx}?0<L&M36&4d)O=tXI
zX`w14bVXKH*5c-qzc;1&0{J{>!@hkhFdt>{*!I=>q0@kVzTHgj8S8O=vMq4AD{wMb
zbFrW2yxoY8qbcCBXN<@22D#~kJdQcD=Y^%Ei{C$y=?>+n9vvN7Z~W%E*omlNa$Hln
zbLS5Bko#cNGm|@TXxt7)jn0-|d(NI6?>?fYF0`EBmXnhs3b*<hkRujIHoveC5)x7$
z$*f1fZcboY9PRCW)vz<VvCMAq2`z2N@>ikjy>+ehY!HP?l<e%^W@mNbHeLz}zP||c
z_s2;V_1B%Mc0VbQmX<zAu$rot5)?#D77Ik5KH8q6TGq0+f2Lk)`KOgSVgBNDbMdg|
zlJC<^QlV72eBH*cR9bp^dJS-2$7_Y%C>kt*K|w)=XiZB?#sj9s9u_LFgN}}lek5EW
z@XVNvdnnF}8p~@QL!$T`ASH^-1}Y!hBN)-jWmD7O@hp2X(9!AduMC<`Rz{tjxp~>b
z>3*g`z1dUYWJUIN8nwh?T-3sXo}HcDzYQYu^WmgxU?}zL0+W6!JUW#g^E-EOad96!
ze2DWQ_xp=aD`-7%Ctizd>+5CkPAPjw$Qd1ie{+VCU~(@?xr4q_+82x;#fTdH&IEx3
z*tu_vT3tbuFP4T7#6<o+gsg^3tIQEWLASE9vYtGB%6gq>)sKknt7etU_HVoH;OOYF
z*?1i|Fm6XPpYGw~uMP(eehCOzNDkyrDld=r!oX#5JF+GrCA}{|4g0_F5H$+YV|Gur
zG9${_*;(|23}IqM#%Dg)gC8#Yrb@YQG6gg_>J2SvXlOXOx%(i14BP46{0th_@{GGU
zKV{W#391;vzk9b~>hi*=`trh6I+n9;=TG~7w}_aSysT_p>68aD3~>4Og5=WSivJ{9
zo%?C869Qslh~Z3LHb4Xr8&FnyoO4%KSD%=?cQTZBgS;R$R#SdJ%<a7MNXvcyKC4kz
zrCC~o*4ZrnNwGD3ruyB3E}l&p4Gjw>p`m0k+$(5ksuhk1K~=a4X~b21*xH;Aa0SoH
z(<$e*{AT1~gea^X9**$y!>&F*P;c@hY&h9pwXw6)`~A}<N2B7~%8Ka+FR#%mSB}ig
z%ym-^28Mv2KRKV{+lPmTZ=bB@p)pzh=4|pO#;ASmc_JSh8~ZsRpsBk%&~C9SA7U*w
zF3x$klVfvCR7Hg#TM1#R=qdE#1tumYB{Op{8K29uu^eu0?&!<2MFGg_aQXhG!uvwk
zbu9js-PrKx)r4haZdp|yQ(0B*<H1F*VqmaB{KdbW#dI%|ieb;UUzX!Pnno*9qwi0X
z(p&6`^ZyVrG*aQjn5~@0&UvuY&WN_v_B3w^t$@pJ;RodZN#{jU2?>d<{rx|6807Qe
z%9`JuHYY`69rTc=1R@zdS<eBv6P_2l<PRP^*g7~+D$+onjr6`~7Yr%*>2DF03UUA6
z#Ztd5>6XxE>GYD4Z>z(3Q^k^{mJ=J%gtAa$nK1q)M|<w5s3`AGpQegCp5|5dtq2n%
zKPB_!bI4Ii{g~IUQ?Roi<QljfteK=uB1>~;XbRci3&DO+h77#;|GixQUC6(IK>gSC
zsT%TdiAFfYh;nJO6uC^5V$<-{3d&y^;>df1yLgb`dBFwMo3ZAspw|vUM-*}l<Rj7U
zk3K$kNJ%XM7)qA*miu|nwi>)YeuPy1(%PB{%Fv(l!>LmH;hetz0R`k16@@8lI)8*f
zp8oUaBb55fi_Oci0VNw7=GOw}&maJP{`|>gGb<cGE?{{ke!Vc{U(lsqSXWmUh4bxJ
zV%>H~$epfOE-wUvetUZxz1zUhFeEA}({uf&&0I!ChBh4Lg=Kp*ICp*o%pV{f?F`7j
z&i6QXLDqysrEJww%ec|g{@Z8go1Tj`m*<R>l$38>T-eof6BFMlYq^K-E_SoN-I``E
zP3|@RxmkTWQe<-X)i*kw^|9jl#YI+~`l}3D)#e>E*I5gT?J@oy5bo^6L<#^2#Mkt{
zeEDKrthUe@GrUw*-t2%HrG{vNvc*eU-H>p3X7qbvg3D#^2^kp~diS5jMfH@|LmQ#5
z`6)R$35wM^-=U&K)8i8myp)!{38jXF$I&nNp;$>~9HgF*prBfOEw?%-jM%l1<Cn)v
z8S^T4Zp5%#u&nTUAGcgbCNoNJ%*J28tY?2=($doIHP6n?eev_tU+9Pe+;!bwRBtO*
zB2~8|lKFZ6Y891aWG!5g(`kd`F17Tp(b1^sX>EXD;~D2UIdt$lUcSCq9v&XNmuI^Q
zN=hYJo632bk6Bm>WSP*X7Z;7TRNzSHx87m5{Qa`V;~a31{?XRVuf|3;7Yj#6cEAUZ
zE-o%OIXQ0;61IwwyANc%F)(<Hyyq&{!=}2r_mIdnU6xZt&+~F}=8qQ>numw+k*KET
z(xafDK+PdQ0t*vU5Mg=zw8YB`4K`%m(r9%EaddjRJMD$L5_o)a!s2=1c5ym&S#rXM
z_l^1?GVgicqPhn;nL5F(ex~8m{^}RxCIkdfLGFp+u(Dm~AVkL@O7UcP@ZgG-)n>(z
zx`M(lKSFrqbr?|sp8Ux2>Qr+|iiU9$xo;>63JOflJNhgvEGi}Dgo1*CZab~iYZDcv
zite~rSPvn$L2mx-P?X+<D{xi|haUMhfU0NfR-Ss0T1dETg)dJkD|tl&$q=~HZtm`*
zfZ=@c8PifyycgqLZ}v#FR$N}3a=qQ6K*qrN>ER;8)!BZY=bygRSLRdI8dDpL9@|*_
z=X>(V90?G>^>E`)_34J$AlC=W6K%7f<>j-}(>*ILQp-?Gu!-4oWVf6)s}2hwD>G=6
z|EhhDMnAyQOQrTV3+S*Ib;l2085`DgmC7D8Egl>kRKv%|Uk9X=1AkQW^z>ZEAa_fI
zpT{895dQxD2bt;deKj5cOw^uNSWWSt=Wow7o1v~l_*k9ix3x)FJb(V~0MJt(xhs^e
z;&%tT-2%hpPoF;RKS09nI4P(qr9(|kqGoz}$^Kuz_Eqooy&8kyl2%t#9L%6gyjIj4
zK-y3K>h<ekC=#ZS+Oq{p-frt!Xlo~yBqr8Q??d(KDX*w7Yj1BaRzoPA0t7OKTRecp
zq5t7O+j>Et=pPt33=6QZwJpHwxi}fFVSiEzxRO56{ZF{^hD!j>>11Dm=lQA@{m`I{
zzJ7}1+0i!rHy%KOF{@5CHog4E^P&C$o~P@juuQYzT=qQ$l@PxmOyssj%0LIReQ+?8
zhr<Ik*}%ZygzhT@Hh|^bRjteDU%!M+&CK>!n>W(n1R-JnN%O(M!Ee{is+5$JrNH%(
ze6QNt=jTKZQH+d?;yq4GkVhYHJd)di7IH@Ab`vqO>OZ2QDsWs^gHv+6C~(;dxztLA
zA8<IF<W=%dK0Z6OXt-PZ!&>s{>b`1-1%b<BT*y~q*@HxWl2Qr$ah)+7c4tR6$dU%h
zLJ;ox%jeHbPdH5a9-$x`A2>Wbj%z5|qXh=&?#>%!i)vK?wCwC9ihls7sVjDoK-!2V
zL1e32jaYxp`C)nIpVbFJqXz*5c;Fck4&>dV<KtdHfzR=S5Lz{4&l7C&*-%vvHzs5=
z70{b``S`dTR>Cf9TwJ&z)GZZqwQ4*N8<)_Bjh0vtD=I3+@;Zk=WeGvzabyJnAZ^#p
zcevDk0F6lR>gmDyD`#h};XExdgp&N5Hyu7W#3Mg+UWBd>KE^6@J7!tzMkb5H+&_K&
z{j%AEdn<$46N{V%ZDC3g#drXnrE>2=$5?XV+{^s8=t4o$MOOUt{oz=CceNUi9BJ4I
zz`E2tJTXw*?%ca4+#S!Sp3~pdl-4>2=PTcXL*L4(8*Z79%l47`>A{~b)bZ24jMdWs
zB1{}e9a>+Jx$nu6d7f=kwGSXt`;DJrlW+z(O**Hy+CoXO;PqPgv#?N-6<bkJF?f~R
zL6vAz!HMq4la}8ach(>MMV^%2U)X*J((&_aCj7jj4Y?C?<qywGkDKKD9XYCn_slrx
z==>nNKq%sfwlZi|8Y@&i6!k+fzIW?c@#SFZs|agH$Du&`vhs2{b@lPt423++Do!|^
zQ1vXI)ep-65Chl@;E2fYYw;fvG&D4I#SN{?6MQ%~-Rc^7G&qDT-jL`LdyTR0xRUU@
z5y06zIaoKVoBUD|RCM^SY|5_t>pFnu(VsRCM@L7|AL>JPgCygJ%YXC^^0bnavN=Mv
z(9mXmjIG3SB1=F?Q*(07zK&;oyfm-%c4@hTx|1}Pq@?6Lv@j>lfQ-(dZ7~=tG8q{e
z(T0ZQ1uow&B>sY`-k&iEkZRR49uhHJ>uiqv(pVukDd|H&0Sk(|Xe;y$-H9C)o7Ll4
zc2_5e3Wm<2_}yKyR~6)-V&XHrNh~i{^IV(xL{7!X7-%tGvK)B--o33xd@Ux|1M}=w
zbQ(3Pf7b{lj)_gk9kAsDkE&57iW&i|6B|#Q<PW*5WTvasc<>3Fj&{G4ka)nv6a=;G
zs*%y6QkBPYUusxH1gq1=8-R-$Sy>M#Dc{qpm-GMzN8(hk9cYxbPxhA4O*T=L@-z{Q
zy9+T^1&}jE{fQdoU-LEc9sYiyqeIyoNWOTwS(E<b$E|nGWUhYQ0++E`&~dJfmj*)9
zEu*g9{t*lR=xn$97`l7{X5FhVe6V$9>OUgu${gSeXoL%my2*0il=ZE6Qa>IJ0#0E0
zP_qL12uMzq7bmMIe#9IBHgiqO?GS(Q&}imrRG`;F^MaTXuz+>^tf)Zyq1$+a|Kdmw
zNS5W^WQ;_t7ARAlcVF|?LBqPWy**>)c}iSdT#SA>nS}PkJVXqc3qR-TG=9CW_MDiM
zbYiItw%G&~k)54gl9tvqUAE9SDJCk)p0x<A_pr~$kAx)1q(13+d9DVB3jw?W!0v>>
zjj`fvMUzdZjo+E>P*96+-@ZKtU8%|X`g$?sj3KC73NaB8Mlz7e7dUEqJx-R>$N1e(
zj7dpIie7xWX;I)0HFe#}W0%<C<;%}QU0u?|w{9iI@j4ecHu&J6|A7{<$ZRO5S5#Eg
z6!|+qCXGQBH3JNTsB+#-t9~OQ^3f6UpqiDH6~foo*YRL&bgZMJLn*yVxep23&BxAo
zPVeC14VjM)3@EslL4mC7Wd_ELo{nw+qETgaeI4Nd5eQ&a({*o2wm%_7CQKrmt+(y<
z-%8tS0F92vZp_pYtLP0%HL;<8B~ySXAOFcp@HV^$|KtMbzCY`$-uoMKqM=1sg^B|I
zsXhPs3-WmPlK`7Kt`p_v=E5ajIf-4TEXPJDwF6GPe&dD^;@hboPHV9^aB|7?!&I0p
z_iQ0Jg@lCYCUAgHDqvw{U7oC}NUhLOoF9ASee2s`v{~p?{Tnt84%h52mn<zUEnF-d
z9M~$HHVu(+3eYgg6_0Xp(8j*W?h034z^_O<S{fS4M~{Rrx#(61?JTYw*9-;QH|>Vl
zt#ESBITN}{Ta>YjKTiuP&!m8lTffl)?IHA<tIsaK2zF&ZT=rYMYO6{5<<8<G`5hwG
zg|VwUo(SZtj~55vBD-=cv1)b}A*~00w*%P~{Zonlb1(ke=Kbw@|28lGAK(1!7CwIS
z+GrsrY$ZTk_fto&MMzKy$#R+47XY3c5+xym19^9@!_wZqeftA|io~l|IBl`q4qx;2
znvo3L%a_*yL0Ak#FjgOZ`1~1}KnXdmDWLeuoVg(xt8agAR~QX~6`PDV5|U}+C=07$
z2L&~?*ySS7a;$GJg2l*Y;68peHSKhAOd;>8|Fr<Zvl@`2Nq^dHJUmf3xjV>a8QN`K
zIQ1ti(Doo1ibh|2JLmxbzc$2j*>Tz}`0Y^B|K%%@tSNW$*q9mwn73$hzP++qDsUq}
z3ILJl8y6RsT9F*t<)#T~dSGbCF>AK~4=NB62|LlxO;10Ee?q(C1U%z4DjaR#%!~RF
zpw>bn>xP1L)UI_Q1T8!<hh<7u*4IG(lk2Xot^h2=rKK0*oF;oQECIeFK{1_HHOV^w
zp#CExDnof%-Ji%kGNuW!Qs2~g!~xUfTQor^usI(awz#_Ln~;z&I)2}Y8lJR7uPLPg
zxifY39P~^xqBA(J4l_DS+$@*LB1Ogc^M1?GUq-x{n77MAxPKD3sIkh=AJiE5<n#8{
z#CUV;#A?C8=2T!p0y(4t$>?WaAQO^8?4#Vddv|+ls|Q05MLtbZ5TRsuw57Aq757S4
z_rY9~f5YUYrj{XObXcHIQqlteH{wvsKH_UK89Twt{%JDo3aYB&1_r4YHsa!#iKll|
zG$!^glPfY^rCc@5?iZ;kES4tIO5_QoWTw8}xL<_PC7)d)o0AE^ZFh8`o6h55?nBQ>
zHnA>oF4OR6=iNnS>)Pics}?JV604J>7V|F><!Hvfl@XjC4}Tj*_UCt4Zq{{0P%J*W
zSvs>_O;lUm7=dZSakGT>H;ICIjf~XxdQ<nJQQA)3(5B5YnV_lx&I~`pnu}%ZG0#{d
zoL?`1_d#1**14KhZR8hQ7=~T3;;>lY@qoQ#FGsU5GxLpzz%MH+LxC6Wkdax+G)+xu
zUB;%TQ^SiVdN}O^gS}xKlW)C%ujSyb28;*cJ?>DAlAoWy?tyr`-+KPl)wV>=q`!0e
zl@8-`S5nh^regBhbu~F*iyPs2ib-fKBhrKZDg*3o6G88IJo1XvNK9XqS--`{M<Z7#
zBDFKyT-0)QcFt~ZqyBVDV&s@7%PNBPa96FGPYb=4FBq+*1S>7ilLOu1@Q3-O8UUD<
zj*dr<9$hUi-=(8pUs`1Q#T@haCMNI2NOG7d$zJo_yLY*u(M7p*apMHoo^x?Rhrx)i
zl9jE|2I9e<04{(xK`-=P-~!>4bOZlRKf<b#ulunsLk*rPAUeqyb{r0lQubkG4Gk%C
zb2{KU)~)562E;DkcYZ+(1e}tt<hSoPhx4cJ?AQWb!D&Z@@vb*ntiQ(7GkMkGslVt8
z=!)y=>MSlQpXO#z&8*;LnLhKoarmHTqF1=eoLH}`^`7l3OFPcg>*~b!d#ft9>@83I
zm0!j81Je5(7>JQ*HT4`0D`aWKl#MixJkz_A4|S)q_r8#PFx<N%GR91;C-8K|@JW#m
z<d!GjIlWk=d)-|5G2gX@QnT8$s<D%G8x3z#&HT}wNH&1B5A+Ey0B#OH88w{xXS!Es
zrH|;|J54!blpn9))@;>doxGFG9=wvMl-Z+}5}E{UBa#{a({`Wgb-W}bf@B9_Ha50<
zcz7$rao4V14MLXdv<;hA2GQyj=;g&0fD`=##z#j9_j$C}Ry!G-@2+X0%D(y$_47&$
zRhlG?jkFr#8?0^RE@E$UDgkmqxx=cVLe+ZjWOoJQYyEuPaTA|_jiyU}?pT@4gTNHp
zP9lMZ!mn+|`%QDPomGvicIZr=!Y^Yqty=A}GBPNjQ3B{|yWIEKV?SFf-+9+i;f6HL
zv!g1a%LfBtI)z5}*`>*tW-%Mbn9~nDl#2eaeXE(E5EfHbym|kl{=MNm;<vMzT05g(
zR(ZL(J661ybvivNUz*|!r#!2CJA_b{MI}Ob>wgOh4{!7*=D3cHeHD30KvqEc?-@X=
z>nob9Gms&B!eV1%gKmbctEaa-oQKReCoHZ9Ys|(^f$`7Ccp{%5*X+1avo$qU`=eQB
zY?Vr*2HC4a|9KZ!@YN<D*6Hr}6^kkQ`-ETeHSDTO+fLO|l$_I!Wqn{a8=UBm>Q4AF
z`(3B5vS|O_(~`KPg0!K&3Df)3)YO2$zgAT6pdjfxpa9}ch~xHHexG8y?efN+)E8Me
zXhR{@$q6w>VOUgN!qs4~OUzPgU~KZ?IHaXiOUpX_%#K||gsy*bo27WAOE)PF3LB(v
zDlRU<cYuOILPJ|yS`vZB`_mp_x70(~*Vi{vXoQQ)yM+R<4Vfq3S%&FDis#)QkO%I=
z8|1TZbgK0bWPnVrX!j<GjEs*LLdAr715%i}3h;4t_6<e}?%$xKY#)qU+0E2nQ$naU
zLM2rxNSTv5XO3x~Y8Yy~bxd(KpGSq$6hO+;RAA7)7kD{!dFm-FEF77`ms(YMj-5c-
zI=#<@cGO-e$T|A7B0huFuBdRv9|I$Q;rsiu#kcG=<1P}Hs^;r1hZ~(pzQglueCpyG
z2o3#g8FF=g96Buzj&=xtQn=Evi-0iU=fHaRojjq)$%|5RzNO{44++^09S!)TVG^P(
zbTcFQdf24gVIXZ>DW^#SOlt6_EgX6p>y-f-B!>l!RQqhBFCo7hC&o<@rbt>~C`F-b
zh~#x<DKzYSKt<K09mwqD<m9+HDP?L(+wci@5n2^}_!M;4aF7rRK}caYAE}+L^BOI8
zcsgEcWdwxX!fEr;OWW5C-^9Kj-ith?d=e?REzM#1dm7rFw5+TfJ=eOSvT&%nN{qWb
z@}h5MIZh};bGEmSOp+fe4@n5X{)700k<WKblt3b3b$m@}_B{sKbZUg=75o0o#m*R`
zv2~&W)5vqOy-Q5DZMzm})9uF^{yCI)>s2@kQSP@YJDBl7vZu*$NUTVIGwmH5joCuP
zaCI0%pY}e{m*#uSI`!Talj|4IwW#GZw72^LaX(SqktpZ|f@iHpdq)gMp!4oR@kl(1
zv?V$<Zseh-w%%AV7n1v0UM^>xMrLP?ilLNsnq>tg=BG8>?MbrVJIv-zsC!4yUVPvR
zmhCW`ihan^5;vn0|7}Aq`|P;eb75<y0eA%5Hx-Wl)bVdWSk;^l+2f3j)O%fe?>A5$
zvtB2&EHB}vApF-ldK`BbO`|PS=$<_bTbsS{fiITsH*@dIpp<ImLr!CYph4<=6hw#W
zJ&n=9svfgDBT<fqLZYJR<0Teo_AzT77srd}r>&}mNd>eX`^z>b7(aK~)?Dc(;-u$r
z3r|>oR$$ajM*iAY52vrGy)iO2RsfmEJtUEo#}S!5?{b*t5!Y3h4;QW5KmQwzF{1-N
zuPz<NTn9q2BIAShYfusL$CwOcui;GwDqU|c3&%QMv`3Bl!bWn8R4p)X-eh-<k;oV{
zc6NNl@<);FY`u4ebEGYrIdx<_>v%d?XTVf@*{B(090KwtAWkcfW_?eZ0hc{<Pp+a8
zoKbwT!YR+&i4@=9jEBk*JDoSYOVn=5GQ~UyGFPmB+4*SS*u`5it>r7j+6w=~)XbdJ
zn4ePippoKL4cl)4x)X;HoNtf0HyKH&SUDwYr#gf8eSK`7AwHK@R~RpE6pht?#M<XL
zMsk+@)YQw&N=_E9MvcZCxd~utOhcV?H?me4Epz$H2ZljO_oEW$^EQqPbHByZqFuu;
z4;)5{2W~C&!MDgJnOT-MxDuLOUGuhPi#&eqZRguNaU**9s*cb7u3vC4e2h!CgRNJB
zO)&)P0Lq&(+m8>$0wPNUsd2B9$$H)uK|yXZ2?Ed3FjzzFGJAe$8JEI|;^X$%4<E@?
zxd~Ot&$)uxgYIRkY`ybR?$BtSB#;BQ6Iz<?eHJoadDJMLws$zEJm;!f&J#BYxsugP
z8->w=PsGtiq@D4{6`V^(jxzyEmMSWtHjf^Azw`0GvZkM`5=wD+%4CMtuk4KlUoQkv
zf+eY5aOn?2hll!|n=cIE@();g@BfMWSl||#N1ly9`~lpLR@>E;`$E44G+VkUmm99c
zY*u`{Dy3TAnP@<=A;!I#6q8I}bAI+H`ex9@0mxdvdSxT9jgYni;-MJf?l0CA1hyek
z<I)(&&a&yq2De~$SYrQER$LY4fpv(xhWGZ~Lw$Paa$k+P_9|*jV3h>iVi`;6T$`#%
zfSv`F$!v(OvZ_jIEdCBZUu+$2L~h~2jNsey7AYY+8>fOf#$EK#NL#PKS$X=2IJ~lo
z3cJhmLp1C269=ewQsdf(x3xEENAZY*K)cZk(?<)6RYF<X@SBjUXgy*6?#KRk-}sI6
zX9hs>-u}$a<)=RKWn|9tw?j)(y$3$9Tr7_7^0Lr|eK|jar^;X?X+<7S(C<||r7<rz
zN&m_zUBoc1#8?kwMsH@tqras8J+hT%wlsW?cu37?gnA2@JWG?}9P+zu#;@dXA>K7)
z_bpz&W;#B}2V4eS+$GBN!a~z)kDa@rB}O^XYB=3i;!RVX?*%4@r}`$A3p_X;evn}_
zik}LRRP=X9uTS82FZUR50#5RGxxp+&!J=>rFLrn;eZ=||P%i5UI0}1yUJFg|B!!)3
z8NH|WBvneBkIB7Umoi66^ufUIA@?%Y?|C&BYM0mcAw@T}ww4RbU6x$ZrWbs5UQB;s
zT~b<X?^I4F#zQ=LzI=;eVN!P@{?)gQE{)OgaaPbbP=J#?0&NqvHcvb;(`WB3EL-rO
zWy|Sk)dWyvxL*HgplE+su;E+0^kgjLKvT3u7(c84_sv<YKwnDdv)@d^V}(!STN!4m
z_#%!we@$Xz?H9pSD^cq<czMcjJ*PawQ}%>jIW6WAT}-hbQ}s?()$$4VO<lf3<_H^B
z-<W92lTVr+f+z(vMKV78Tc#64EXdvM8muZ`{z@g8q#z?x3kDF>iFm2G<`~Ca6Fr5&
zdSCU|{Q^Dy2BD`a<vg=uHPJo3b(Cb4TgT#Uv}W*p4MjvmmJf$c!OYOw$~>cKN*li6
zq<qH}1@C6d?CfkLpDQ~^F2He=SWQiuk0Kc|_`{_8p@!Go$B!R*cUm4IjU+QObx>((
z=-FZeU7-2`Lhwyaeh8o)DoKg#xt81ZH6WNk#AmUde(tz7^8FXh*RBmicIVRdJ>0lT
zkKbOBAuiV+7n$IwCP(=T*;}R#Qyvzz_D^_1svj6wsupHcD{7hc`CL32hoCCVh^@J>
zXL4j88t=|+8WQc)TEwNyn`hr#uQFZUc=jq)Zdt4qcyf@N*e$&HsD<i8enwe9@<Z{x
zDESs1&ir;u8+2^1if^azSh?(%ZowM;<6Y;2#W-CL=%9yk10fxRwC%nA*Q*JPG&DNE
z!hp&e49+HXtE$E<#cZI%y{aX_1A~Rnpuaua7|Ut%0Yq;mqb?HQQImhSe(g$6yCY#I
zUZZ+xFgnzUPh5P%QyBxxQPQ5sLfVz_cGQxP+`;O_23K85r+rvwBI9Cs!D94RE&ok%
zD*<JolzxBz6o}O=z0rR8I4xAsaC!1so({TfsFC^_7ply18kv&~9!?9ij;*VCHC?~U
z>|*Fc<Kj9&vO*HY;4?x0H%+kJ?RgO@n=E=8R5>J50OaMq>qqn7KZC(e#ecH&5Eug0
zAKIvp!RC-G!7$QOW7rXiv{Ecj)d=KO9S{Mzp?7|=pT=d=%k{et=Z{ubUJrSe!vSS&
z=WX>eR+_M$v=lO0aTmt&Z(;7!_?Wq<RA#fF3V@z+g$bTHNPhYSC4S#~jh&CP?T$EW
z`}G>=CrEq!wES?=ORYHAwTizFN#LI!fM*0G*DKZ_qQGG`DsPIdqA>oP^RS_9ILPD~
z5t-{6Gni7O_4VhjRe){-><<&r<LCJ_@@XJ0bGaS;sO|uq_oFm#>Xr?l;Ww3UgMl@0
zkAgQ44Dh+1*q?v;aZ5@zd`WI1q3cN>dA9Xd5V(Q_9pv$F7=KGq?>~po9sWKzlt<3`
z-ABG8$9XfqJJ28`Ot#}Jo`}R8agwbOVQ7@Ru#d4pSt!|<_Au((hIAp(g%(G9QDc~U
zV*Z8&s$^%D-S=G8LUeU?b->s|^SjWu9~~1~IvW31Z-2t#fOT&b#MIS<-Mzg>930A?
zIXY40+|hFXjm<!THc>%YxpW7+w<c|7Do(^mAaAVR-u(TX@(#*`^x?48_^sLHo|&$)
z!Ww1LgGy7j5mYv|L1W_B7Y*~I4hdXp2y{frTzoe3rlJ_1k&gE&zC+<X$=D4Kc-kik
z_;f1TeI;Y7CkTlPqh@C^5+Y&pW^6coMcT$07`+!nlNT2(h3MDrPFs%QbdKv?oE;<8
zXi(To%t!0t`Qlh!rOg_C#CddcKF+7MF3ltv?Z?<VIvScU4y!{p@DTgYshR4Dtt#u_
z&BUZrU~cK^T5tb>PfToPUYa9k#FrO#7h}m}uC4Lj#I>G=2Ct`OB5#NB3iLkhPac=Y
zbe(8A4D8w>T6FIO1z86@h~PcnhKO781d*u;d~<eOw5Fzmr2Le!u9MkNU+(S+s}zU1
zYwO|a^uh@QogVZiqIbyCkB4UnCvbbws#_;nX}e<CoomnQsy=DmnhZ`voB7-Qn8LI5
z;2C(958uCkkEHI&J&xYLieRvTgocjGF8kx2E#nB+Y8t)7b3^x=B%IGZJovwV|9+we
z^gI&ZRe~8WB{lW-ty}On)pe_;rlwEm=pIo#=Sb(Jpm+ytxfhE=pgOJmp_{x?j!GRC
zV`ZY}8#y^4pen&m)6m(8kXlsxFK)x4NILi7>e}Mqc=v4!MJH2J`_cC&hc%zD25FlD
zKkE;D-oV>17`Hz-%xZ{Nu6z6w1*nc>9KuwA*!cL|OXum@_h9$)O==)?3wI7yElg8S
zN*85asLG1@PEj6|?Mi9?Y$V3gHyCt}H<!CeLs4k4o}X6))=0dYe<>N6cZ9EdJL4^-
zx>39f&O-8TPn+l}{GG^qGgCXh9c$?V=QILmTWE>IH0-L+4OdZg^z3W;nY*LX{BPEp
zq7{ImlGEy-5y*Eyfb<|Hjx&D$`7<&l<&h8W@PrQ1F$B68Je1}3GjN}#AXTGau-~PE
zP6=L+m3AOqKY=zcJ*5Oh54a3F54!8>P%%C=MeVJvt&N>Gc1I4Y6?VC3vX|OEDM3ux
z_j5e)-c`H4zdWSVU0PU;3<Yxs_mblL_vq)P#fZx#z|KIU>*$&JioR;*?M5Hl)pXdi
z!?RFO$1&Mv+7Jn4?`NWbf)Ou1ZW=f~SbS!3Y9jj46^O}=lYz4&y`NUvDB~e^Z=Fw7
zMQf)03#%O5AA2r+|D;l&j|po532F-j<5BN^JnH(x?C&S+BdSyPr0sqzwRQLP$wAu=
zO*}dU8(aANJkrYmMkhn)CDA=$IoGdWPlSb|AUPOt=4^pq#%8|dHrOUq;lq)-dwPpj
zk@0Piv*|P|BSCe7<{NJap>D)fz7I~r0<&R;Nsm(thBrTJp)zqgt`UG=hWWJS%Mz!;
zW7T^K!_-?#3+HoW`ea~jdXge#viUgk)6#>2(8O}=dg{oWFTgM_6}E$MrKhT5ztiPt
zy!xp=zVg;$85+XY<kL?cz`a2A$jGR*mh(jb=oAIFUL>b%sVM8?#~<gK17mXYw`^q8
zF{3_74f})_8Y4?Qv(HV^ww~`VP~Xmc#3$gkfAUm0*W7^=dZ0%S9(+JDVgPf2ro%oU
zuyb-U0_{2_Ee+`p)O6bx0q>v54`o%*h{0ZiWY&=sJ%}p>paq~~6C@(bt4Q|85W3v(
zA+4+HeD<iSLBP4uoG_{)fpxY*0dvt3k=$Hu-9*Z&6cN>Kq=092>zGMiPLeIZ->aEr
z8@}cB;m*E^+w1oh*6XdP4i=KVGE?rWOfBf+q_41_#mU5KJ>qm-^(d`);u{bs9m!Nj
zp|0`@*cKwv-JKm>2v{fgiT~bIchjany1uHftR9e+<rk)|c%r9<Z{_yvCg<3w$`7L?
z`An>q4FXCthIPKBE6>W*8MuoFIG32w%_Vp5i)Ih5q(9A4pe6G-(g`in^JA-EnBCBC
z&ZFKdu~+sEjwc%q?G$5qtGDQUahQJ_np!`kff&iL$%0O~nBdtJ&1NQP=PsN5y?KOz
zG^o|^zEF{u{5}p!msUlpfYS2xW7i-|gJK;$<NZK<al*%U<J1((EY;+XI78WNcIL%F
zjJR40@-QYg_A^!W_24kgU&GXS`EF_gZ%A^?CW4K503Ca9uzuL=S_po-?~_`gS35qg
zp3qIn$EQ)#oG0!b*e@kkJ;4_G3<z>z9!|w&{%5b#mM=<*i&Itp2suI5nG{V%X_jH>
zos*l9^AK)eK_>(8VQZVptUfyZsp&H{&C>;v!>i@nJ=Ux0!&GC77j=TznA_9)R^77M
z`MKR&KK*#aROPa7x-k<GAN_>;i**_S|0j{gW?3dGjtAQ_W4!~fOQ^h@h?A-SRoKAS
z6f%F&mX3Z_O1g(^H{ZC`<<*F1S#fH}B9wM}Uf@Qh#2uWR46uc;`Z^y|A8IFm%WRE9
zTH^jB{B9UEdkl2dH&~`Npt%#t5}@;(&!wKHI`3aCoo3*%kOfpeR#&!y9&L$w5AQzO
zEzp9bw=JRyo`elb$^}*+C_`_v^k$}BB*u*CCpm<Oi;IH|1%(NGAP_r}ebTN93WEiP
zi`UX7=3Xl>T0zNuV*WOgx)1|nd&mi&Cc7w}9vh^ND0T}X6j0)UT8~Vl442^8iQDlq
zSt+%Jmb&+*^dLvZkL((X6LfTW#q8j)Lm^d!%8Rtuu2c51l-z;i95Z8>p}FLR3(H?G
zd4uZr`y?)y+MgwR)$e$4B$GeBKj?PUp!mwE@!e<|y-%Q5WxtG}hS~Dp=6S3xGb>0J
z;d_xE6KL663QDMmxEwC!N^0Y3+Gg|<3NucPUNGl_lF{>My+};6)#Bo!L6IzQMG%)f
z;+qx)cgjY5*O{(4C-JOY3q$S?d#61lCkN(ZRH&7V83+WM)C-52aT5)zu_OpxIIe>@
zJC@^v0taDI-#^k6@vm21<O}O36-xM{9m;HBbBOPM!X>AA_z>+KK)LC43%>p<mpc<8
zB<6#3ale~k1cK@y8?(yBu0U@+7wg-`*La{|A+cSh0MVckkuo+V!}RuWBV@G&d1?^P
z*f^E&gEik=il_{BVsMD5zad@U*b$-}L!QuZ;ujnYG{V#&L`Hr4dN}D%*<+IoOcw1V
zMqGG(7t;?KC&Y7^<1{!h)IE3*jF(c?O_@2m@CdujV}w5ihC<)nd!y7=HhD(QqwGSa
zI26Awz6)<HY$<FE@={6_ew^yELyG_wpH%3EX7=C?7!xs2czAe_p6<}1eln}gYT=9s
zR;*2&VhH~zUS3}BNso!6_6_JtzfK}MXHYXyM@lSWFw^M+J`pQV8<xPCkVBpc(X5y#
zlvoMIKJur9hhYG0o!7-(8Mh;s{8om-_6W>ERsu<RL=Dq63f<enXrS0er^J<T2h09C
zT-<$YDM7wwKL1o*8HteU2daN*ly?OWKv#-^0=__K2~d&HX1RcV=sdtFUzX)~9WM#t
zf!z}DrtMno)KtQ67KHf?dP%YIlcGblFD=4GVLNC?d)G>zhbq)qjI*D24~2EitxrTO
z%?<mXVqmD3KdtXD6h^;AINziNycJu*Dvl=y(M8vjwnpMJjFpm~OUTKXB!2}C*36>i
zra?av6qmgvK_%I1l$tCCvQKjEKh)os$8(^JYU0iv7kcuPO`0RT^(v9HvO@Nt5~~LD
z_6p8TO`7RO6L*8VOAId&O55Wm=bRx*FMt2J0;_rlQzm+5W>`yCSVFIT<!fH`SVTO!
z#fCHy8$TTEl(fv^-3vtXdXbrt`&bwZ`h8<z0}WgGx8g)?(C?*2(@mU%OXDZ_p-_-Q
z<?!$@gu+Lq>_6)h_=E&&U3)Dka41w-ygjP1ad+p}Cx)0M7NAuIaSOGjr3E=skY@74
zjU-I}h0a%afI`RzsKmialaYyA{rlVtW#WQT=t&mP8T#Im_Hvmv?{2vKicE1ai_QIc
z+2;_DioZQuRE=J<nPeuLX`ig0USPR1G0F=IW9lzz?0F(H`n=7ff57VFzc;Z=$uiq>
zZ9cQYm2mbk7;$tg#t2TDn?sH??b$PJZgF0Zt&)^;Z(t0!Tj*dGC$^B~;ASuQL_K$^
z=20ZAq6B$L*X49edQHR>F&!|DhRd5+Bd%TWuA>*{!zZWAUu4Mp$0Ne|-SObu@cdKK
zSSK#75znZXWaK*!vZR^bij=C-532M+PsFkjQ=T1HVQvGQw&>H7uA7e^J^BTk*O<#%
z77HXvY5z&<QY6ZBY5%DWO<q{uYt2G?<*ma*YAR6<HFwY_x)KDeqJ8R{1;<b)4s#iv
zBhzsb9l4^#edS!`6<kFg=erO3??W1)T(6SooAm9<m}dFi_I?YKD)XY9v1Z`X9H;-j
z8JpT<K-I4iety4|WsBvF>ra^<{qmwYKR;eQjL66>c6+D$&BT|l`Nc8L#D$l}J7k&?
z$!GX;US^hh^5Ss`S;&rNq|e31+tvQb_NJaBd2yaZ^;dVe#~uxGoUwr1`6jfe7f&m$
zV?n}$rY3Hv8<LdL0vyKHCv-+;a!_7$w<>fC-sPNDY0sgUU`WZ=gu|@Z=aMJV7}NUY
zmdT>v1+{H^hP;d@ao=S2zBnH|%D9(fg4c;|+?=?V#|>tMnzD6p5ifz+Yu2Jj1R>gf
z>YB%tT0`#jf|qU#U&s9fqnz37IfduA=SL!}zz|?<U_Qed1xz#2YHHCt{v%vMhqvL$
zQAS&{-bHxvESHI(c<(RO70=!fcV?7KMjpSmB)R`5Hi*w<?|G^m;TduU;eT>sC|n{9
zk;1}P0|Ek&PCX#wpV)jQ^-{uG1_xj65zKHXUly`SDxYnbGtdmT9|1`Q>F$SIP5g*&
zNBxazeuLv;eZ#1dk%yv(ggw`Wf{{o={hpD`@_f1{!L55j4v23XKxRuO(VJ{~($S(u
z^|rOO5%9icB6r)W(`a`;{u2Q%?9YjbiBt)m`-94@t*yP6s^#{X7iHkHO_Pd24o*O!
zuG}9|&rvJ>ibKr4)DDIBhxLpQ9;0T*m%G%FtVTB>HfB1aSlePViYsicN$e&ztAr{{
zG4+(#KTjJpJ=UJO-?VpNXq=HQa{3@gSwDy;^uZY*>TF}WSessRR8^7N^9ig{=Ss*?
zz_BFG&=^{$^A}E++9={Hl#<C&Z2G`KWIUz09hLtNx#Ka+CIS$EPNO^wR8L)_VS67%
zNXJ*MT-oz{^XAPSa*FQ%K;=Y$+ny9mE!xLBe~|43((<9x;DfZ||B)VwP9;6FIUjk_
zn9V>#1JtMoN+P(ku!)|%+-4usy=+{Ktx|fBtd}HG6Ezakew@0-A7R$(0eYV`ctugl
zW5l?)xY{`S+#ijMtctdBbB%xVy-vAjX&9oVnsD6K%8K&rr5vsfk;Nzh(I~;#8(`#+
z4I$F?2`2VYTjZn(l3Ri%8acfLFqTYReZqhPEZyLm)3LJ3V-x_s1_r`j$jaUZ5f{j$
zoq8-rf&nh~lf4S*?>RX+DFp@mSmt05_%~5<{AN|NKYo~~or>+|6%6@o$E(-I^Kx?+
zmU@%HPjjW*JskS-d)YMz7-HGntm+85<s|C;v-ossEMzl0vxSR|{YeIKay_53=cWPG
z{(i~Q&~>D?3Wn$x*@MXTqrSfWo=2W}J|+=5jm^MKSGhVD_2!YoEc!gC`=5vUOhNbG
z+d+>BEkBvfwyEvyYO+1Q6Bi>fkyUhf;{V;CE2$OSn*Sz-%%cq2zcHJSFjZDof@et^
ze0}rt^Gjm2wsv-yxVRi|{cCD!F1TL5ehn||Hxqqp?X<Y)I{HsSg}fEIXNyC#agl6;
zlg2827ZJOztE&q)Nx4%lN2jKylFW8<e|ygnmhj$}Z3kY>Keu~rGn}x6i;!p|W7aB@
zy>fSy;lx#CgLP`S)MIW3tV5r{TJrQlQ$*pocWzA6(fw5Fyxf%4Y?CWIBBHcB2bl|%
zoGBF|>}W1aE@V<eIVcZUxTz$?2istg-W?<$$%C{^3O>u4)wpG!hw5JFIQ5g0@ka5^
zKHywI!@$4@-M51EqFY3Sh26Syr@qLf-`dX3%+4J+FR)y(IIIj9rW-~J&nT{i_+lm;
z5%9UZRxDYm7dkiW0m7E|bgdAbgR5hG@iIc#+w*Zdz6c@Pm`?s-oA-QdG`oEEpJ|^4
zlBdeMvq`S^H*{7_iq)Xd@IecQBza+GXcn{^g}o}dRL2I#e&r6LQLM9*r%G041gDyV
zoifHaNECn|m!AZhaEQD-^&lwhu)au*fHM2FYo06JL;W;|=~~pC-Cax^oWZ~15s1h0
z6HZeW?B}}~vdJ*)Nl8!d55td0N=Q>PUNEY>8MMHYnwY;F5D5uMH1-kn|9&SS`fID>
zbgQ>A21b0E-_@^gjF-L^2seh-g9;}|-Ik>=@+h0*t>=u4*K&3f)2XWgx~;T7ebmUO
zbOG^M;UW4BoI}&&Yg9Whm9c{yOOuy>0md|e^X1p!?s+c4@5gRd<h;0L9#tH_?w&Wc
zLj;*d*lc3J;)eU4?Ri9+nL%+#&x=T<yYkPXrB}A~#$0#zvf5o>Y>m@l<sPKT69L$7
z@QlU6#6a%o@MCJ~WTouw-F^cTm?e0?z|f`bF9<{p5X3OcDz9Y-R&Mltc!YQE-#7Tc
zTF7FueT$QTWSl>1I0S-T^l}$Warg3S=!Z5dgkF>58{%LW84CzEv!>PvoS$i^)@*(i
zIo$@Q{gNlY?fmB*oDrTETh=c(f1d`o!jug{G4{()S5#qUxug)~cb)lfzrT5t)fXvb
zv8Pr=_<#3TR#R&Wf4Z+_3#M9NU7A1x@9B{NMGdD7%rMA@0n;)l8ubAn__M;S(;E#9
zq@xT5U>1AD$OkdheevjZVeAq~woILGIKj>O0GqizTyvqQwFwGgI{-Ilm{KT1PA645
zv%=^E>r4MB8k6F3Y+p2TxyqI3Xrgm&dPveuf#i8_i4hLWhj{smJ1VDJ6y^ipUUg7#
zQx&T<=20Kaj&`=jc9pl*Zfwxkv|LR}PTt<xN&4|42quDLR8=$2j12<`UY<m36xMx!
zn-m8SYK)l0&Wc@4zj1ucK`dJ&jqXOjT&97ZF)Mf*36L&`rJnEaEcr%&dr>X3HOSW7
zoSv=)&Yw`ggEu%h_^(<IYvs6}0>e-+7lNEN#3tvDh4LI6{#1Dfsd=;`-Oc}_`=KrV
zM=_1$d-Y)o$zz=FckkQ*j`ONL;nVPFsu40I#?Z#4Ubu-<qCzg*d=M%qxVPoFfQA(i
zGCDS9JLP_eDkCc^_~uRQj{hD3+8>VTlWTugOYT6`hV$5wBE0_Hb7>(tM)!d{-ba&S
zTko6=XaPlIm~@0<hGr+qEX_f7L03JCW`*HdpkS?sSzxSLZ?e)EvGFQBh%B$-_HAyp
z?W~%Um8a+30>`bd;gl7#V6`8g%(E$7%#%TPGx^h)oVfU_QPZJrV@ZF?8^+XhD-Pei
zIpjDmxEfLI<v$p8MyHyiQ6@jP$R_6Eu+zo03x17Csg}*@b=G#$ICV1~HAC^%(u{GP
z^cU&8FDYa=Xh<b4P8wht!BuIpufR2$9&dVHVl9bA8FfT{H$J!6wh<!A4RGurC)Ca7
z|J<ds(W70dv39KN7TtK#V_kF{V^uB7Ulvy7Ye}lAwx}US1=2B`b8*oI?6e6tOnax0
ziWoTJrW=xjHl=L(cY?m$gyEsbdrRNX?7?ixxH61B2@@P|omHt=ClKR<=KRsEVB6pv
zZx?>7LjvRtneUA`-xSHO?b&pF7;rFQ_zdN_p&=FZ>v)Cg;2+H8y}Qyb!J$?mLPeq?
z%nFn9JEX2b;zGDOwzO*D2bv)+pQXP)!I3DCyc6UOQyeD=n^nWMt{fIz(XHz%YS8!V
zAlLP$w^zrw=*PCT4{}*ItQ)4-8uvcGFIbha7C$aW{6)}Bfi#=14e*A^3v41FZuiEb
z2O8Y??g}}ZV4&XjrcD^DnK{V^4Tx6L(`;bC^hnu_2w0KZ(+vF+A6eYWxwfWzwE3l9
zCTEHE?_fzLGUQ_rT;$SF>EFvRr&!-uwdA2iCT{;(@<WP>FsygrndCAc5?`Y1cn*C4
z!y`VjE9kV<9&0dr3)l{&2i$>I(C7;{hn<XefvC{7k^Ct#h95T^$~-eal{FtDKTOx>
z0Tew<C116VGA%4D47aHLPJ9)&U&>^|8`)X0eP!(#<Fw`$DWxe2%p?D3FzEfZHB3ZD
zSL)F|3~?m&OYj)O;5me6&s60PeaA*mGD#i#*No^_)eXC!^g8eFI~llXX<ax|C?2N}
zAqK4H%VyBmzG4z5pZYC%<8%9>>w}%GBc3k?rW_S$?}HC%SO83rotqwqJm@z`KEs$G
z<ma<BBZ0XwwuY7(NFQQk&R01&IDk4(seH?vnwpAkARWiu2$m@udwW>7cd^+p`%3%&
z4U$LB$BJNpBgNFn^W2`v$x7h)0mWUzM7iFq6fyz+l7WvZ*OTw3uBLs8p#Tc#qbYdy
zzYb3ki7$)9wmezDXXc~tt6n<uU}lfC<9bXYK~wbd6ld5lT7OJ8Fkj{yE(cxdW^|^?
zGYS|@)7zS^17MEfAODn*aS>8#<=IX<iGW8e3^dqm&x#=FA}?E{%NvZ3kHNSHrNajX
zpuGIqV5mD1h%p@<okx!!Zx5+k<(m%Ddf{+GI#T&*O$qU^0E2h{(m#PDYYh{J{c)8`
zDqmT#4=C&o2CnG?4IcUC>2Oe{K2Frql4Oy`8q8)P$G=cuu1eMXeB_cRQs`$O79e*z
z<a(g%?dhHhzjR`1e6W7FHX1suJt4XXjzW`X&vlD>x+(%Xl2AwCdd?6UQ9MqT$%~L%
zzxewbfMB)<k|t;~g@CyM6ScJT7zA^9Uhq~puFnGTLk-_J08TWY!zs@M7#>>{>qCxn
zDk|Ow2h43q*K{gB-T_41hO)jiuJ(UK^Sfs+uCFS`*6pvHOt()q;PMdPzsN0kq8_Po
z7gbgMq5euan?4a{t1w158SVvIt?H=#9vCW;b8@hIq?C*D^JR-JhFa+8jE1A$#QR~w
z)K~G@70NL|aNl!M#cp;lhT3Y(XlI144@+U@=HxtLXIC0UCwW6@{4)J_V9pDRcQ(5V
zQgAe3t`-GQ`YezfpKm|hGf0z+`T%2cU=Hhu<B5P7Js4k4pZamro_GX6@PFF5%|Ne3
zmw&SPzwO*#EWNT|EIuncd)!{r;m`O9x7l!1SNnk>)iMXMB&*Fnb<0HX*cg$i8T~M0
zs(spF*7q)J&60O%B}7tQb{SapD1i1ea&yy4O3>e}kdr$-YpPTx-F6eX+c)>U+rBZo
z*axW5udf?ATLV7%TvJbR?{)Ys@aQwRU8a+d6f_f9d)C&coTl8*HZLz26Hh11OnVxi
z==55j2$U0tXLZ@xB{y8vFSVLlK#r_}F!`&q6X)IU-*3*&us>Z`SXe+ce*ns^78UPr
zrkLRW!19^d$uw4#+vqSLW@+yR3J51psg*|XtkazwVKD*5m@x?tIS;Soh&Ox9rsc;o
z3hG14Lqv{yhgn>t$CYW5xsT>{3>dx*U24HhX8$Fa0z1K(`Q#^#b~|_?%WSIW0z!%x
zt7sV+IRsyOtA@`n9Z+D&JC-LweZoKvkx9mJEB2nKC(k>wsRtNt?K1P}KQz{{4RB=V
zWiQ9@yqvkgD82qE9VrCL^>}06wYIT=p34szhcLikAeQ<fnR3P*$ck>Vwm~x;(%I1O
zFv@VeyO<31?{w<Ya(M#<IpE|aTMP|0jK4t8M)PZ%BjAyORVfNaFTtlE;WVhr-RZ1R
zb3L6RyU4?5(}LPl^kAbaM-`23g!zws^x?|QxS2}xyo>kzRW7||^>pX?PnB2jpJ80R
zinL0x+-P@R|0O6o>B<P6ZTeotWP)8JfWJkm;=}Nm?|bi8C07ul&+qskd1EjOAKV`7
z4m6Zg%$_kSxLw2)Dkk=6r|#mZo8vPtt=CHyLnWl7q%hXT4Q|6^m`Mjn#cbF?@Q3I+
zDdLoe514<uEUYFNd>pNC$`kx?_g{Li;4xsn8(3KI<pMnsCT}?iS2h_+71B12(_q4F
z8m5Dne!|zORMZ?1?y8v$&2(ogI57)2s&eQO!SClc#mg{81h{KTEp2TovU2Y^XAX{J
z)TIet5=+-9Whx+*%gec4m=h&Ed}A`@IvCuoeD;LzcBRXQY|nOs@x&SXMxM|QQC_0S
z26HpmhS=ACO-T)rVC`;gEYz+E3YznV)v?aG=;$pt_(Gx)K>8@BVR$&N05z%*|L9<N
z;um3oOqmOPN7f-_HdYf1*muDD0!vG0G^W5W{ngi3TtcFceEh!&w_uMU{C(T^|0>!x
zCvJd?JSizGj+>G@W7fXNlqW>qzRvTd3NEdwVu+4x<d-Z(;FI)>d%qhzqUGmC_i?3E
z)xFF=%D$F@7q(rP!BkjEUtW?R@-bNBP2Gj>F+IN0i2LD0dX2O@AnrDfTX?AzU;4iw
zO9(yvV=k^J&{I+V1@u81@Pd<t6w#0lWk@xd2*hI!jtGcHm_|cc0xt`2A=5BSJqvTC
zFgaWZ)AR66DbHbM1_eMrvOPsk?i{SCBJB;}1jkMz=7%<OZLHWA#uH;8z<)rcL4JD3
z<5wLQRu6JyWQi2JE(RXw?PA@yMxns|5pSVq$p3riFe_!4tSq*((S0p}Z=s<LFtCjZ
zUjh<&;rgEIoQFB?Gm5gPw{vurMQ<_A&24QNC#Q?JNXvr~cQ-czJ~fWwEpYUJn}BBg
zx$(2#Ke1DX!x6(D=!lTCnIA+qi~W)eissvyYe<z9x}Dapu7&Kp>IYAs`cl5|xkW&b
zaTyvEl$fUn#552#$O(G*790`ya-cdgy^W2HwaKa&u#@}Xl6S#OZ3}z?&H=4&K!70#
zn*g%k!`Jc@I;<*z>#OS>YMh>X5R;q@H;3XrzC1qpgb3f?btcO7NBe(Yy@CY4q|ysI
z&$Ev%^q{QuUGl=<Uq#q6f3Wr*#CFdCC`7L*6pCz5PHs4w>2v6_3X7^*_o=btaoSKQ
z*(s0VAdE8#>qs(d0aTh;Q!yS^!Kd8(AJ*lKm=>sy|5%roK78$KLF8yL8ZQ!lE=1rt
zQLC0d=y;x5zIuH$P99Hvw~WSHQT+8g%L}M`H%ue14c|c>HTuMAT~cbWAtUa<NH+)a
z;{RgptfQ*zx^_>90*ZptAc!a_ARr(iDInb)iW0&GL<A`bC8ZUR*mQT7n+6F1rMm<~
z8UZCF&%Axk7vuZBcbs#^IDb52yidGt*!Q~EnrqJM`dvqVCVp9q#5d8K?+BnKKoUN;
z5dHA1Lqkx*!BA0T-ejF{wf_oEsatmg{~&3;D^V;ldDf7mnh>ir(XPAwR%_OCQ3`0;
zy$wl0$Cc{RhsPFJNU|_8Lf1U=8;kls{=Ks>Cq;t^U8e+NkXD-c;fpM<^Hbg1oENo|
z#FQM=VXy6`?@IuIk$ug0Ejsfe70>-7+GlWqo~(B_7(3gX>L~C+hyW_uYINZB>|3+e
z%EzLz8N1W_cRQ<$O*jh_S0tt)rGM=x;-_ipi0?k1ie|@aZEs(#k^%&hU+Lksie~7k
zlSXQ9Ej^X{!EkH!otg=0w9c=c&nR;nodWGu*-Umew$TR9hEgIQX^9Qi?Ai?Ly1%AK
zCyhwL#u9csth>U(5fA5m!c4iyfAp`U)A@z@E)kbTh-(z=A8;$E=p6l46;iubw><yT
zYPZt&X*THA<_{0Hml=LB?>*hG8QFAFCrRnUpq~67F<Y%bxM$Vq)H_%g6T5J(iPSRx
z$<TreV7F{WDxcgvO*UjTsk&ajTm9NIJ#}c<{f`Ea%92El`Y;CeqFFv^meL|jIUBxF
z&ejf;fPaGS$Y}n$ax4!XG!G-EKzOb_M&l>y-Z+*uaAOxVumLr!@@d1<A#V&Y1>{FH
ztLoDV;!NF{A&jQT+=GRRfS8AHuv3XuQAK4DbSGHBboVfQbeWmEpHm!;rf6ea!%ESH
z=lhJWFdpIW+Ra_z4SNroTktdCiUV6Hn(Lu<p?wsgq^wiiF)~`5vkmNLaoQXZ`@Q+|
z;x)L({>j#_;Vut`8(U_jjKI``+2i(Gf<`59=uW7ZmTgX}A|tmC#TWUl$ijjzF04k3
zu(0LvpeBes&ymgC5V}QO8YZEXQM#k=^-3TAxq$RC=^$o_UdZ|EoM~2@63_JcGE0MT
zw=sW32TGT$lw8d!^7|4*xTT;*Qh~2*dtu9(4Rz;Mt-xUZI$_`YKa7&SRwgif(3`N?
z7tTHsDrL$3NHp>uwiiTBi~RH*w+fQv(;Ro0KMm-8Uh9^eG`a%w(0gWTJM&M<V4=;Y
zGrtMJJ#$GTzZ0$^hzS}C@JCcUrU8!~tM0=*b2-HU#@b;GXvH+*;nplPZrRzho6EBf
zcg*AE`{2IS-0ZN*>bXCA4!kW<c_NR9N1X<g+&8`<mnp%DAv@lnpg%h;hi0MEJ}$xr
z#TuzymXDt-We!ZA?(2eJTg~)__@-U4mhF>vM4}ZKNQecUa!VMcShe#8evE(EnW_e@
z$ozq3Hz~OWwXd^-l4TV+>N&p$$iXGOBcMoX^5p!K?8`t$xJMK8#iR9-3l>b<l*IQ^
z)YD%w4|aWSzIw$-J}<(xqqty6yj*`On#Fe{jL$Ib@y5;*sFaA;W<SLki^BU8FpLqH
z46>uAsHFXJ8&$*fQ1-)f{5wCU_Vq3Q{?X7qWH#==P6lAe_sQIwpA?{fBUr(o(;gOP
z1|z*Q0)^r(uTxjs%k>LRx)K4Y0}e>F{EZKh+QXY)a%g{q;Y$>JKr=QA<!G|O-<T}M
z8rpu)K^IKHEMo3kG7Z5@$rJz5<)2b%$=gidlQasI&m$}T2Wdu%R*qm)A<g)ui$qy6
zX*U&dcubVp9Min=b4YliJf1v-2N|%dpwfFhbMd222^-hLdPP{xSP0v0YRU*UtL-nJ
zQJR_~JkRbsl~u6bcN4iI5<?yG;WV+E-vG_Y$*CBBm&9vr&00B0w7_s-O4e(<utmin
z@}EyvTlg;fC9JHq7RP}?A4Cz|xzHw23JK4-xn8&Qfah|PC)QmIt9HiCfvIQEso1Zt
zKjYG|BcUrGrX$NFyI=C>LFV7}ne((#T9_H1dVKbZ8wjrNzX%-on6o`7=CDi9rd@Eo
z!>H7PfY<7Jj%<YG&sDlE;@Bnp{woeBF;df<ohKA8p1q6L>sFEVi78NG2;Lfa#}MDe
zI;*&=R8|4^LdD~r&LYO3{*Z9TZ>ver&%Tqz5)wbLGuAL@>*28H(5%gWNcv;&Q)H_j
zqiM){SBJ^fcS~&Y_Q`jRs&=Iq;7$!C5H=$GI6XNg%d5EwD`Rf`anJXY6LXXX{*&OJ
zt3eHDT=bWi$uxjo{a&A-@B*h(U|?Wmp2!_)`4>B=Q{n4>%vs^L>VLpmNFST+uzPcG
zVu6#3xS3Qx_HWZA^!l&xji0@Jfm$CuPd##T9SkC4c&FUWlsG1oO}BbCH%2Eqb=dm2
zN5`{c1w?#K6RTyUqyCg$84h_5YFV>^nUMnNFCzJd3Fb^mbdq;6QYqO2@46KzdM;%a
zMBn&L{A1)(q;z&trEb#TeEUCT%Q*8dd}p86D6hv_9&jZ-NXk-4D%7pxczZ8e_PGn+
zFEdQ)(j!=mv)X1v!ad((3cmO?pou&!LVm2_i5?^G@Bk~!FGq)Pu;3E>@#TaJQWRyW
zKd-u-_gDP`T9Ulz=MVb&xU)~~El{Ygbh!x9f<s$)hfMFsFxMSpV&Qp360fW)I&eMX
zr{{ZU9|q;q>c9+;9SvrG@1<Rng4vl+H0EB%*N3>*?%ay+q~<UIK|qWF>{L?oBs{$Z
zj1kU?x)r(h9ry4U(n#}oKzWCt^@z#He9>t8Sel<qWySHh(dYM<A5dMra&<sO*3a%n
zMR??DhPh=A`0c^`h7<noT@%!Uutk}c+j5l#K3-V4!-zDO<khIDg(<cb9AD(Qzj2^2
zgd@v*<i2{CA9ZMWjuwksyBdCmk?_ShYH8fksT!wMPyR)RR<8G@OFtfUxqIV$8O|h@
zkE5gVs)@LoMBl~p5S<xUNy$UlE4j=4pFYBDxBkGt(4z^<r<0n;<fYR?Df8QABvETp
zO!)?F40d+7Vhg3$_>a^DY{u`juGFFRLq2eYn(?^V5r5sSG`G~i&k!6RyY2M!wn0Q`
zcA?Fy1a7<tJX7!$jMcO#|9w+4Ni#H5H5!;2zcPAZ3CPl}Ti+UG?YqfW!hPq?gSoy(
z_Z2}U&^&HN=eNNqUeIk}>F8J?YJje)5&%h_M*8#z+FEt-uU{s3jMN;Qf64kF3c-^g
z(A7=DL>m9XU<lh!@U*}o!LCsvpFwjouWN3+33-n-;FMu0INiy9zQwGW$xf)yE3KzQ
zJB()<65$#HRaAM1Oj=hlWvZcM7&PfM)YWks2Xiz^O1OKJ%52)pmexl?nx>|{^d}N$
z+N*@qfNZQ}z1k&{12lBU4_-=3;{hV4Q;Uv=u=IU$rOZd6FUYWUBR$7=?gFP#Q9nIf
zMKla^B;({(`Udf1^)ud=?=`!U8NQil#aKTjEV++4?C+$m7e;q^x4ijMITK5q`TJY(
zBdBE;&0Q+=#(Bp;UeTv&bk@ZpGH*Z;IX9JWj)-e0*}HOMfsNa61k>Ll%X5oR;b{v#
z6)a5Ml5Qys&4s2Gvb<6g$xAN^=qFr+{5z?MUih6sXWU~@Tt8uu0K?I%7YA{A<7gqr
z+!N}|r{d&y&seVsfA>Jnspna6n9yTl&Wk^IN-4n32NN4z83Wml8+5$-hK96o3^TE?
z;Db^VT3Kk0LqGvshQ9$+3(Btce`pB$ffxS2H3V}{;WBUyz+8YRg~nnBTy!GuN_TaL
z;6Tr)N$cH;?PPTm^s=z0Fp<!UlwPs<Tsc2>f9E$-N6Y71>jWlN9)+R7>+>z}PvJFc
zZ}*>VaTG9z&ZD$)s3clrLU82`54=E2X9D|sQ|GKd*cwTS@7)$xpFV%y()`KNkCAY>
z`{wxon>l-lt{b#vb|dx=J^tJT#HJMwvGe~of5x)&z;mot0iP3S`tJzb=;kxxuBm?W
zDUwFyZhnp4_?2cuI@;lc^xxO}2|K&{jaz2M;8wf9wvkM8A8N->34#6D_P;aLtMI7k
zPB50NCWshG*DH6qd{60|DVTo<KzH^XC{Y$0lOMl)fV-JF;9kIRK>{K#??uqA^b{J^
z>?43Fm=gxPeLD-BDGQin7}jK>FPDQ$6|SrMOKD*Nz>aHrgLliIG8n){vJZRUN(yED
zS=h<4JWo$*cgIl(2xw<@1pVWaQqFH7Qe!QLQ*MQP`U#KgG_t~cyl2nE!1C%g8^3o_
zEi_uX?&Bi!SrJ38Cr3VcXJ*<;KKu)>Pql^`b?czTSNqM2ZC$N&P8KyawGZ&GAP)rN
z-f<!8)*J19*O+*jwAqq&x+kC{xDR|8S5a<m62OZBe<DSU->j2#(25WAdFJpNLj#Zp
zNR=S<+c5*sCZbIR^lCGx^`QZX+*!RbaHM#Qutox762NvV^dn~1@}WtG!K|O({X4$r
zPnTC{B+tG`dr@W>4|BTb_;4;hJ{|_Z4ta;8(=Yn1Dvp?0gDj7apR1xmP6X8A)PF|t
zy?en!PxGh^%d_%o&*RVgbT-Pm1H-?l!Tt-FmPw3b5NyR7FjH$Nq`LWt@};<vKF+vX
zTtm(<bz8lTjY|TQ0Fyblee(&=9ZMA$T$@GSFvS5zQ^yTjh6t*l%qpPlTHDw_Z$K}i
zXYt36IbiVFbq^1db8&GY(|I!>5E6C%4~CBIHkxNZG+mKthdLmn?8RZ05sh%hQsUYd
zhpJzXosL+)MXEVsr)OoY%F-O}{p^{pbDJ=fHRxfjBULA~j@>Y54!s&{W7}g$ns8!v
z^Lu<ZV=_)@ptW9u8FSs_xQ?vB*F0Dah}rwi8yvuSsK7ZnF|u@(Nq9fPbMu9AmSDMI
zHQD%~@xPDm@1ze&&T4Uz4XVg~T=>>y2k&IYoruA-F%q7)9g2XK`8WGUo}x?rf9c>+
z1D)p7PwPL73U~O*IIKmDFV(g4z`g(FNS|uU4K`?%SZma+-^<cz5DZH~iS}?(`iG1k
zOuJ=Fv!kvrni@kbY2$fMJTXE*!Ge$OxB<NzuLJWa*-%<+ho&I)q)YsKGnYM%MHpm;
zE!Nz$1f){<klG?;Te8|c;`;@o-CGs<N}{$thw|b~x6)(N=^WwkeVxz1TLD0=@T4S_
zr%$s_bODbG0GR7AsO7Y@v^)clgruZro0xy=)%8xTAv91fuAXGYsre6`gZE}gL6|^G
zOFctYSyslo(v_rERFvZrZ%VmIY~@?;<pEa9gCrOb4i(l{EW`sq;*}dyn7_YMdtX!i
z0)=jP$<GSD_b+&o&iOkoo?h<PJ#G}IT_3OSb2a!1UydG#cu2iql(Y%Pv#O7EOuo`h
zu?3@+Y)vWXzM+b}I;$?!jU0bsA~IvVZ;g6Jgu}hXx8?J+en*n<n6Pr>GoUELbI{YJ
ziY!a;F3!W52;{caQ@~x9y!vB*9GCeY&AJ9#SOrh-Py_cWgX;<fg+*~2P)|RA9AS2O
zIfo0mwt4RYulQ|XAkU5^+p0d#pteLuU7)7U-w7=(7Q8LUCKEX5CLm^rQ8v*dyL2(4
zuKoTZKa><zwj-Oze`-IRr^$io%z<Sf9Jug`DZ~a!$-J&4FOAUWMBV)Ryl609Yo;GI
zq!_N<uWDnQY~L5YC0VY(i>;R+yvGnxzSjnQJeav-!4w*Pmxy=oUPE~S5U<<&Pb@5C
z0i+G80$hjH>xdx@;djAg5Lg@*pWokv(TI4`b<h7-qJin#u~Vhs_b&Kr@eGfWuMYvY
z>-piXjd=9;PqZ4cRablF62%3s<BWeSmI=6+3d3PPKi3!=l~Rm#5YRS&52g|;@6OoR
zS0}apcT5Y<Dx<$CXq*0-zS|j}RQ1nvrp@m`M}brp^26b*bN`7`089_A+t9iLf5X^{
z5HjfjK^!16%wcJK`t*r%jr+&O##fNB%PA?D0gw*y73BkA>`_rEu$vJsH<0)cNgFT@
z&0v6Yf%3Na#|S?EZbo7eTI<Nz#38%a$DpGj&G}^u7say0SM|Z6Z#n0iQkstJmWA*#
zqBtn{)mwh=0a;2rQ@w&3Gc%Eb!vpZ{`%=EFq;mx6*pC*;6pQ^eYJRAlPYE!8?>ZPl
zI4LN}G#j%8&AHypMt%;Cf<A88^5Ca&7#Sg=z7qg1++;;}t;??%foH~fhmRfM%Iw$M
z;#sI0<+$1oV<GqrwezQcKy^dSM@_VM$+8x^nmD0P<t*OTiooJN+aGF`HlL~^97e^M
z+t@TTG(d8sQR?HD?_hc0On-;k$jf};)_4od{y<rx1kGBusNBA3Hh`CaUg0t&Wk5v4
z6}ULhf?x5h8T8;?pilrMQ46@qpnTWR*SAvr0k2B%Rbg@{Y+w$dTl3N;t^O5&$e}li
zpx*&RHwHK9xkYv%FB+ZCY<Ueq2J3UotUrCt_+VSi2}!|*TWr3931K9K_|jA9+^(LU
zMUe4g0f2%O7)H`iey=l^Qcbi|zzsH{>ZT9hrbCIvV==KxX0*q6D)b#ZY}NrN*U_o|
zRBEwTP1WT};X~C-(JNq<(bm>(1H{B1Q18UO@&L?jEnxN#gf;>M1TrX`p@m7p7dJZ?
z!|b3n4U>~Uz_f#@FK^7Ynz}lon?k?^uxVFKy9R0HX;Ud)l>;pq!0HeQ3n)ntS1Q7y
zisiLXblPq{cv_(v)9ky-2O`#s^~f>zA$OTINGUXY%Kc+3@edsVv+TnM(z&SWnbAmA
z4P-Hu2C?6b)Bc1DeHBd1IlnV6*jAY=@ywW><<0&qeVk_6)FNS)X3#Q@4UKuU;0q@3
zTMNBd<e!!^fPN65D7L{d_Vyf|vllRawm=$z2BZ73Z2!M5g${@qfvNHTJ_s#462@l-
z<A2mmT9pQZrT(ZNC_`wq=;{vSTtQPaXvmGbnb`1L@_y!Nx2>9v@q0MjO%m?zwnBZe
z(kgR$e#YK}LFk<viAVM5#3uAenVxk4E3z(#^PMU*FIRZE^NgfE#Kp<m+7>pUzr(u<
z1>6HgMWjmmKg~V;>)em)83wXc;Pl`lB_o4v7^qLF66Sdr9w+4#>+I6f_nn|G33Ws_
zfWDI^o!d49vu)#^P_g=SF{85~fWz)v{zeOPx$NB`eX<ne(6fuZeP8qVgysb$7VmP=
za3tqs?1r9tL+=msOCx3CN*-fk5n}rknc-wyrSxIp6#{+g4#7PTo<Ys2mOfqcXXQH|
zll1=V%2W44X#x{@<z0Toy7r_Z6{9E1-$j{hP{7iG=C6ja@mFLVq@Ab5<Yv`TXXp5=
zYa!oj=&UJ%sM<fInU31t+Zz#!Mxzm0Skte{%1UP!7ph25Fh0|ioq7S<O#oR<S0rR2
zoYj2eI!xad953^0ll8%`h<IfknXWF>O4`ysqO{|z!ohN*aI*3$*O0At%z6GN)ZW;p
zkE(}2XxD|Pv%5JhHKtm4xMJ8SA8O>^C}Z|cn`&1+->brfF?C7umOXA-#>Td95}_MD
z{pRS!?G-BNTm?Bfuqj>bHA{A|w^vV}HlL_5?u=c#>~SxpN^XLrS^o<i?Wf)ED8mj8
z?&S}cz-AXrFP4}f>;$g87MNy!1Seu}QT5@2yQSEj=bOg5_74<0tZ;cyRsTa}bf{wR
z@0C$Sr_sbjURpx5t0zy@i@NOWzL1xGziIC07Q{)vFn^p@*q|}+pPt~(*ShSYsYh@W
z0O3ov1EMW{_Y~B;3a6W`?~WVmx$e&A2aj{=0-lLkY1rzp*h?LAsi!ZX{eED2af;SD
zmUMOmS-mMG?ynF`1T>Nr>(9-=3p@(I<K(XNTt)HS`3so*C%q%T4NNIpz^Ccug@v`f
zy$vL#LHeGqt|uMg3<o@a{`@&xl$Vo}Qe3QhdI0~)_VxuQnj*JJ^;paz8c4@p-riDa
z^Dw$yKbf=WMiuD!3l`03+HduWmG2Oy`d9IWUffk8|9N|H=xoAPe6n{^bO=YX&EP5A
zCd$VT7U8DAR)LvMWM6kH659Ur(n?RZv5Dx_0h_v!5ytJd`(GLLiYfoV##XeA%Kd1w
zXL;s7ys+v;V_TkO?eH!$tvMAk8dO@xZbiBJd6$K4ly!9C^5iLX)6>x@0|>e4Y6*;+
z0phBtsY!|j?oo&$fJ~Bft}>^e#&@VgM19TSU;KAMloRLm;E<4^Dn?8IoB`0Dc&xLq
zrlOK$OTHFPoUE|YcU0yF0{r#5;_G_t4zXWJM{ysd^)2z<0xU8wNb1v8Ytg?1tEye=
zg2%jX)}$_tZ_v};moX89DMeg)0ygg1Z>y{48|&Q<K^kf~OIDDqzMRQnewDAD^Y1aB
zuP<+J&jWHxFV1(e@V}_2sDQPQ=(Ztf?0M{151KaUwSMXG*yVlm<_)4m#{yQh#lJv3
z^}7df>X#$@KSa6?J{KTuo(K9LZ;b8!zxIsoiM=h3L?o|0NRy=W7sI3ubTQ7O;3^1B
z(1RyzQQ%%0Mqn)jglguPIk0g;%*$CUgkRp)R-UH)FbU)5Uv`z-{gvW)DDkkZrpmKd
zMpyUQ#>&UYffntNwg;8V^WWK$5}F+kI^=Pb3V3#61E5U?jc0Bsj9{Ee*a*((#(&g{
zH?g?teqRO?_QG;jk~w6fAo(I-ccs0$DqsPmc}Ad0C?<-;0!0nz22YCHW5DzUwG9)r
z`v5lj3!G-9_6zdfb)BHB90QO%4Zrmx&>dM%VWI$!%loJii}zRoKZyN{f3Es_^&o6J
zd;3)J)mw1zFYuLdJ6!dKZn=pUlTRyYruZMC)?IquJ%?7XqdfWHCB9~z|ML1fVskJ{
zJ)db5uNQO-(ZBLDuYc32X7*>T8Yavq*TC*L_3tk@60Q_;d$#Z)9aKX_^#^S5msOb=
zh`xbtKVURLb>}HDFsiCiv4Cdcel}fO<D~0g?5l$vAa?qs^KjF6QicO9dA<u};?sTm
zn#PpP%QWI25sr#`PQ^SL=f6;eU+rOG%FBLp2+dhyFV2a%)0^qfp`Dp+Jk5m4vh}&(
zu-btH#LTl3QD@eKnqS59#JlVp6EJx|g5%)y;&sr7BZ|oVO*7WgGCQin$2VtC$@YR#
zyIp50fTy&tui`uJsofZIKp2aeRv=Vap3sTC!SDr<RUR2$trnQX449rb;cSt-hm6Qp
zH8K+_M}f!-cV0YkU}OMevrT8Em+0uaW0IUU%pw@DYz;G-r_mE)g$#~c=bNTJUsSR9
zJk69Zo+sPU_=#8E=jm0vk+7RgOzLVW6ZH1m-#;^b`K_JTx4phh>%qg)@u=ns1BM40
zTx(4dYa$6!jyChF@7}M-G(x3i5I;3+H6=S3Hg3QQ7h5crTKU&)MyIL^bmG-vL2_J2
zlI8Ne8sw`d&*Z_L;F#NaZBOx-PF#iunzSvf0@WUQ@5j7x4LEPzr?5Z$b}g_oPtZA|
zF@60`d}a2iP-(c^>;Yaji#8N*2w}&IhBbXAw`W{yV~KsW-N*4MQ;w_#b}S)itn(Wy
zOnZmpOr@5f%ut-oix|P*vVZ&_z#mSX)U;*#C3&ug6!rYiD_dclvr_cT$yRR2*737%
zDcAzPzCpT*?U8$n+iW}jgf{LsT2hNIas-D<xD#i-hua`gX{eXGz~<^R2Q7$&0l)av
zcvwfr0~}l>0eda2G-Om{eu?n?7>VR0$he-LetU%UGuN#KGQ#(^w)!j{ssI!eM3C@c
zrf6vI<-3X@ow@3$^FwB|3LH3%LtjD+*epOdneUVP88og9w}%TDHNXRke6qymZB?2E
zolyv|*g0)bx+g^LS>c5y8#*!#H`O6cWfh~MeW0hsA!ew4?ExmpuVK}ZrkN%K*P56E
zbgg3Mx{B4|(8mljhW!nC=ff$nw}O=LOs&AFc&orxYUyJ2>1g4=N1wy$Ua{Vx^mY6`
zwVmyC88J_tmkFQwEQN_YN665Xl=ej%=I`3d<>bZ{U`Y`crAoI((O?*yiyBq2T=(x9
zl<G(>We-l;5K#@P=tV+{cP@}O`Hsrg&J*a-!WnP;P6(}Tls8-R;$t^0@ip*^RR_i5
z;_jaq(naxQ!UtTr;$2sF4}ofSYL2^~ndJ1N(TU7aF@bjM7QB|7^kN3I?wBh}8v$i?
z(tAo2lCl|A&xv9^I<J@dLCHB4c@2-}){pPs?M{wduw+7M-=fjzK1cpVJ9&oIg`sY0
zmNEE9v>q<*M=d?6T7ohTAz|SwSFaL@>+4fPyP{2pT7*_rZ@pX^o(!yF51V6BvJjM)
zq7LbB8q)DN43}t0r+W|0N8Mqy%@qPpQ5l^Im=hiML@+7wVCrkeo-_Fqb1`4{R;2h%
z&`0%qYgGo8+{<`=u-YMO&U3ozS<)7n5XSqN&yelkrz4>Lphiz@+^(xBdfEfI8w6!W
zxZW|18Em0-znn@%SV)iBznMQ9&6_b~RlX*Q?&`*V4gLQBa(I^J7x7K^#td_<6szbI
zw!ALnyLvw*0Gdi>pSTHOR#DXIrK#eb4_=D8Vf?}2$Wl@ps$y7-oWqU<@U6$edsbQ{
z_VncPz*t-y#bH0<gwNftu_Gr78MqhxK95(!t?0SEJ&r@#LSXj^{zr=K9*G5x`Bn9p
zGp4C1_RnwP2rn9UoNE-j9iVT(?5fb|X2PM_s|iyX<j5uzWR}n<cpwh=pVlaLOzR%#
zE}O^39OOQ{O#I5wF{Q@uO`aOHLEymHJrN5;Gx&UOZ|@TsMd(RE{!p9FxO@7>S&QB0
z|Mr139t2*DIRe=DgsVj2&phD?MLliB*J~-?<GIgti)j^qROt07R$87_wMTd402v=O
z2Mo)2q+r<5XLVp1w78v}vo1bB?tbvv8?9Byh|&;$39H1|Wr2)IDegXi<e?}t?M;>t
zIoY4L9xs0jDGwSu8u$Y&)%Od=6NAy1XC;N$Ce?!Da}!^hU|>BbTQKUMFPh_@s}LG)
zRO?LQm2~u-+1{o!JwFXYlwuRyqlzlrc>)vijs~sI`G22TWeneKujW#=&~);+e4<ud
zo(lbFn?AykcNJ{cgguV#!ll{-+yt~D&fx&-Kr)`T#!*FE(3wsJg&)A-AHZcC+FI{|
zl9uiga;l~84l_#@Z>=alYp}J?($sxdnO^r(AGX>;B{<*l9(@WR`TGMs2~4l?Kj3-@
z8pQk3(yZzh8ZYC&w)PCYHc3fjLP-UDefp?axQR}A?d}tdWe~vRKDA0m@3=z#MP~tH
zm(cj*(pxW3LpJ&Tbglt2C%aW}oReL;6lUH92SzEti>85wakA+z#xf+!pqTaTGSx!p
zfj`;Tli+X=oX3@$_$W@<OSUOzY>Y!p9zBp@+JKu8H<>42sAR5c4=Q&uJ+TjoiOK+l
zMCwQ2R#k2W?)F(#tO-T5bYo*@57}Q)4yc3(y>4pC#%Sikk^_(VELMTmuU|uBVkjXR
zMA+WmzS?2=GBmGv3;Vy3Y_?Fd$m15-Ngw3+Xychia~d@RWv<m8{&e^T)F4O7q21?p
z&>MyLFGUTb6r=L6dd)Q1;`Awpze5{oD5HOR#0U*hN*nsh@I!_tq#p`9SNCbfqA+tg
zYnKbBYQF?ymr|7zuX8^Uzjk^zytAZS($6=>{89tF=iA^)!p8KRoyRRT!8DXb<g;Bv
z4Mj@BG~#$FclZNE^GXzj<e1~dheKaHUphLbbxtdRUcd+$k4@t1>2$6zj4-jkPdHO3
z@r~TnLF)%$$IFB-EfcMYZY_0xU(~T);!8M_v|}!94(R&=M;D&PtYu9ZzG^I!JyyEG
z-UphYI@g`+A|mmS3iBRd{yq?Jqp_=iKfqpnq4D)EOyu5FiyPp*m)2LUJ{uD}_s?8p
z;OCP(YlMQ*WhC=8?m3)dU^sr{*OPy#ew<*z2m~T`aoAZu)$L8A91@hO($05eUczsb
zLEbM;tBOD>T%1uCrgI^0IYnVs*)pWHSEpEV+yOr2NiS>Yj3TcU5E(YX?Q#W1_yC!6
z{t;_|xOsqjoVk`o+{s=YKu#8IJBag*WDpl-DNTvW<Qp->MCFft@<rG0bsFXig#&UG
zNzTJcbl=s3AMQ;id8rBuj}bRuQM$Vov7qRDZg*R$Z6cqigDv;b2iUlqSwIZ)UPoQd
zepo4D@EHn~r!onF2JLXq3@N(fTx~n^Nq;rAZF<Gay4i;Sv7thduc4`VAN*C&Q~wS`
zqa#T0VrF3pfYV-MR}0^a%rJHED|&(t<G(vSwY)r_wDEy(HC26}pStvbHOT0h&)+{u
zw*;s6rgu0h0*}<tFV`T@RQJw^Lu-Vul}P*=<&Xw^ZzjP2^xVe?ZBFS8OdY9<9J_Dg
zgEq*;BBV%xVSSu(ysz(_Tm;h=(#ipIU>W56A+TKNYDI1&5of+QzAUJ<v)Y<#<ZXH!
zQ!JXxpI)cqSWv#_^d1%AYf6u+NqqOyQf@a{cmk&;H)}J6F#4rC(Phb_4w-_-EB8)5
zB?2_{!^2kG(ng8o%8FdeAe)05aLEUMStxuQ;?x2=!~O!7rySTpA*SNlz?>Dst-^1Y
zDQMO#bRVrs(ZeQOVaaq&BX3o#o+dQhQ5vF7uxg=O2D^^W+KtT+EZO<ed@uqYr@BL9
zO(yh?sIP}czis3@gOtbeK1p&b6sdW!u3=)a(q!K?V=_-bOSx1vH4d63Z^wak)5S9<
z@3hInE7;cWHG*j2?yLRVfWAYz1&FH=K&vE_EWe7R&uO~T1P%y(Sh=`VS~T@?J0q+C
zq!z=OL~{2q-|+RODhR$o;q}kYBt0BvRR1a#;XV?>4W=|dW+tg2G(lfM@!7M8L9Y8c
zSEjmXDBNh2DTd?HJ)k!VvetHp$wC0g;A6}ejn$~ZyX61-jG0ijmv&hA)w_0B(2#^P
z<P-EKL1LY2xOu-_%bBd4+T(7P!VvZ4X_}~Uzxor9+~q5x!BmbJZ0k*~;dgOa9>xxV
zqNq^mhqh6Qfq#m)pY#hQouiXiq9hyo@oP57n{M>hyMPG9eRh~$2Mw>NhqC;%g%5ou
zoMzhl4fT(?bpFYTfmjq!oASX}f*aUx2!0r7MISwmF|3EIKBa{Z&wO(zw9Soh+A{`R
zD#5RpC8k9_PxCowqy~0mIzViUxR$XHuc0Bjn`4pmsg;nTWZ0X2`A`dT-o`xCaU#Bn
zRRrTv$1RO_FMd_Ztq90HzEp0v?z82{nmmLZ3w{_x=L^XG@8CQjB_%C}NFR{L>(#vE
zfVL9?@y%SzBkp9aR?JWmAY^x-FgrIx?0P8gCvD=ZDdwR#Ljo*{-D&H4WrT>*3ABa1
z8I94Xh*&dvTm#w7n)Ylf>O%S#j*e!dx94Ri<4PA_(Xl=9vY<GWCTae}^m|95pucoc
zvR-b5{;plJ2mdFCrh0TF#FHfY=%*FmYRCA!%B8uvH__1)#>U3L;CKw%K=(A3WQ<gk
zv^{ES=Te@bH{9fkl?(7YFx!!>!k;TXcb7(7v%5V?Sv9>1d%(fHc?7apV3QYJUG;gR
z%msLo$!N<DSp<D%9|gzy+LgNY7L|C}0jJOFapa5zsv`vI`i^W|yf-|Q0zv5^ai8NA
zs95OMf^7o~f4{04jzgf`gGBrRnn7_)hapnK?k#)k&gt>_^`jdp{>AEIXN{fm86hoC
z2%uN#H>U7*Aax4f?~i88$9H$y?*bIe`@}*+N#|Bx{%m6uPUdd(TA*Z1vp5%rzsC8G
zdM0s1(KH_XgCW^88HWMzgSa?5gC?gHHWEN${V4K0W{0y8fP~&*Vka@+k68rlVr*%V
zB#Ttq>o@E-GG=fbsL1mSkCxc6V~b@DNJ@X;^1vm%%&}VtSb$4ew_IIZSnX|K5j_EK
z60E=!^_<aq_nM|(kkJ6}XB>F%5v~r8S)k~^lLW{`Oh!^AkWJ$M(jry9Y^a!<j}_QY
zD!0@J%&^-gZ~Aul78(~;HHV(Y+=2@Z6L+JALWoS)Nl+%>3O36az#+R&=<VN9K+E#c
z{FRZ6m81ABxR#zn!B<*V_6N=&J#cBk5y@jV<8wO%9jmI*1gGLMchf!Bl+uz6P^UFh
zFXI+{7zuZ5O{YT=Cm`w+?;HK;zW?=+%>U3!^nU*ZQAuV{bpZAb3Eb?5TR4ynhFM;B
zfIM7YSvmBi2N01vJyDU7w?Q`qZgz;+nJcK8ems<`1<G%UhfI*D1ABTYAi|M6O>n;=
zy(WvV@!Ts%q!I3hdsXiU?)?=kYJrKG5@et6uA;_a3I6`&bhEo_?8eUdz9AQ(#>Phi
zFO#}><&MF{1Zx}zbD>72h%t|5sz=D&v?q9E#cM6rA~6Lr4V}JN_fNJe;OD8^Q9X?@
zDPdNA$qxd&Qe;=q2Z;+tTcnM*M??ya?VtLY1tXa-$JmBIOh^HmWJ*HNXi%u8z#I~U
z34i_1Fcitr$hy!8!AzGSl;(7PPCcpB5v1^%T3TC3#Rq|S07OTU;(pft3a#({m%56o
z<yVSKhm?2Sy#1e-J%PXm_zEv#L4*eP=YtYp*Sc|j=jG^sxP|d0-a&+mr;?&ke4Rh#
zGPUy{*7g<_%rI_yxEC8-t3IpOTHeafyo2Q2?flxILA+e-+WD&K8j>-ZP107HyQY&z
z+%2gp_#l8w`EVhqnQf?m0o95hn=5*EHBdSJX?*?Y;0O@L*?>vz1${1fy!_4^u*-b{
zi8*)zwqZ%BX=tQ*a{dQFL5v>=3XqlaKuzskz2cNZx1Sj#7%06IwNbBPDDSN9`Rb<;
z21km8by1wd4W+6=vz2>ryET#5I6PF>)>4=oqG8Hun6>cX86fx9lNKNTF`<eqKM=Uw
zfO8pwRj`m^+t__a3kfxC6=w07gNs1&j<^DLa#!&vB7#C?SPA9$>l=BB6^LG2bwzbh
zyTWiw(C(X;UZK*=t6xNbxJ$0BjfZ$Pm~FuzxlgPCY73Zj`oRtfi7NTJC2!*6X^-)B
zAvYQh+_R1c|Am@4IXP*5sP*sM%(u1!1AlE}6ZO6I8+;)ES$d34@G<{B@N``5nG})5
zGz1Q28Xa4IE*uctuMs4kU7S1;bhJy@s{I}>6pHz^Ji9C&kaeZz>-XE4Sy^-I@SlTg
z9XhxBty~@^n(ix&CfV~dnVH*_oWCC9{*{jyp>a!*cvy&I-~l<zMLLlVAb;*Bo&KQ*
z8lK5!Sh^3GrVy@vR+0zIk2n#_CRB2Zz+Q|v*(e5V5G0$;!Yh3aCerYMeqhk~2}y*q
z4^<%T2I+wU=vC$)cv%Ttaxjj0r<XkdPKhKO*+CQxgw_GggcUlb?^72U^FQq<q(=^(
z_LGexHs02_*wRte<H**+D!=>`2z`iK7(autehBSmI3PE}JdeDg1Vy4(j*c7%7!jF{
z`xp%C0K?G(?_LWKCtkyac<wmo*MC*Bj3~FZwNZ<_%;|n2FHIs_iux?T)7Jq*Z0usl
zbcRYNkeRd3Y8HKke{w#>3`iOW^G=Bx7BJLN_?k1n4;rlHg=}+Kd%-m8epT0PHPCDT
zBL@5rXvnTkL`d?F+8!AEnaq8xs6}<I{>XFEer4J;cDG(<VPT<wbE5F=IMOACR}Hyf
z0_6j_?r;MrYFE=y2X3dcFmDv5_dMc;jR=YK1U@|uQ2*iSoNa^y&;?=|_V?$*U|6*X
z{tqNVAzs+&B20?05G*!a<O0Ct1jaV_|Gj}{7YB77_D)b<mSSu(FjG1pG0z1Ow15=(
z4Vu*2N3}k_WQNxT6$BhR0FXwl<B9apba>_N0sn5`Cdqm(($NPpjiQGQ&Xk7*Tp=<+
z76h(?IEdHUJUy8?MZI+W{$BwS$umxQ%2V@jJRi>}Mdi5Fv%=<a8~-d=VettF5I!+*
zm@EE>K>ri*ovsY#jE)UGo6Zm_Bm3GEa4r!$Yj*~(r=#PV*u&^|9FUp;!`S30N4`Zv
zWddLSizUu&_>W!P1l*Lb8d->N31)?+&AR+Ck1kz0y_#{D{M66KnPqwyz`COV3;<>{
zm|BZk9X~l~36ifr9KK!XBv9^cK_z1Lzm+=rWZ`fza|;Q@J9ln=Z4Dvv-nIXZkBEDE
z&&kUJ>Es)ddH@$?Tn9@ZvBNc9cLNybgV8b?p;jDR+CqYpK}uBy#1(L8HNx5)t3Xk}
zsb}^H--tg7vCBf!e=EA-$QP7|-mOD0wu9~eeSCbk@XuOCY&{DNWBdiYPY?Tv7|;3d
zoS_j$2KdqGb<eb?DwaVbiG@tq;YP_Poz_RGNLH%>6Bh`t6njGs<p{imvS2#hp*R5H
zAFSZ4p6kdzPQ2&l44I9;|2NxW$XXaW7)qgyK<A;_St#mTeG$==$NbW^EhAjaVJZA%
z5oF8g@8?&hg9Pjxi_H}2#n!A>pP5n~K6_jMDP5lh9cht3@Rfz2=%9OUTvLxsRUWoZ
zP>OlfdYImWO&r>*RSi7CT$>?{{EKITookn`ufGC-M;x>ekQ`04i0zXnQV=T+o2J*s
z`8V$=>JXU-L{`8H4n!y}aQA-)X~BWuKFDie1WSF(^(DYIVXO<&>e5F|IR7GhX<}_|
zg%35Xs;QaYa5qpn`P*fztQQUs<7?lv<dj!2j7lNf`jB5bokIb%AxAPXzfM8Dpqe)%
z^AHWDj*s>WfhW(Qdjh))41#CZ*S|n1XMs4n!70MZ!UF%X=rxFbglPvhh6^7N4nlMQ
z<fy)niRt*&Bh~|v;kgZo2o?yrX+kODu~#$m9Gu(;_SCM<9YPqWfM)@l13zfg=>gpO
z17tR5bGA4#IaB=KQE!OxL)n|QijrUZD8eMOZ}M#7hlsgkz{_H_ycpWq_KmWSN47FP
zb2|b@`LGV?o#71*$-C`b-Fn5Xob8%|k`kYzSln+gu_nSS5$eX`l9Ch%oJN8h5$HMA
zf$tY5gWvIJbY26aUi&{HKyMxnj>7tg_vf>O4{=mbLR?y3sRpw@I!o>0eVt~G-0<K$
zJJzHBIAqZ*|Esfdui#gOjK0U`0q-o~{mT+UFWfhvt#OCi#$RM+w^k>bbJ?~yGBWbp
z{Co@SF%x_oKb3(r@&vx9gLX#^EZEVWBe|;x_7$>J6d|a7dU`q-(&a&q1ChT3OENk9
z&!)SfwUrH)ZD_s#VQKmiTgpEpG6?niLj>aLc2MbpjE1_q6XL`X``^*Bis#%V&wX5g
zESdbHF=||TaYtT>?0fth>`OF8T1Fr40M|M~k?RX*;WyYn8se`VW)hkxYy8|=3`)NR
zqS>X{`Tp(m<H&w|;Ak3Xs=p>mtL$-BYvIweSa-sxnKda1Bp?T1u%_^d2bMknl%hqL
zJ}1rtErCBC2l@^qIKIx}OBiX)H@d4SsG((WLA)e{*(9oUUH`tV(qcv=@(q^suqWSr
ztJb(zQldFFbdCn34-j_)B4r8JxVZNQY^@R3V>AE^U3n|sHiX~`)1+hibMU@8xgQss
z09a#=&jK2(fD!ptXa<0kEP9tRY8Q*-%KjyiQouDs*@WK+M$r&?q5gPxitQ4$JjxlJ
zKb9Jj0Y5^P*S+fs5G1k-4^!;|ML8UfxM{Ls=HLYZ+a{be5>KB#J!HQ?cX3=FJP0Y7
zdQOw?;k8AeSAgC|4f!v?fD&GX-l9XEHc&48fjsOUC`z#?A*OD5c^OekAWbS*XwZ>5
zbN1}Y!)WLeg)>NDO{Fej@LC-I0ZdyzpLLjep`>O%>!73i&5~o$tZa*(7V$=EFH^Op
z&ysXg52Ot_>Ov@B9&h3mhtOZ@M(R>*im@UDm}QwmI4}MH*d~LE*J_XjX30|9UxQ4I
zI3Eq)S|}ro(}yn)ND-x`pWkbT*s;6VtZakt&*nTfZb)vX$!)9L<Mv(S4hz#uDw7F9
zKYlh4UyTa#=16mMMc=rFJ7v)Z8yNPKh1}HI$Cq0*=d7<fCfN+rhJ&;sw7B>-eC0^W
z9~ES4*4JZdlt5hv2X82pwcBuzB8iD7@SU*te*~_#x8mbugDUMR<7=>v;ShwoUD~Ba
z=!YUb7{soLd@26~K~ahtIte`cPvXac{<#(5*vGRD7RKK!`4%0IahOXTHBv!e(OZ3%
zgyehQMr)k*3u8hg6Y=U%?V1D1VBOj#+2ljbSw>Ts6d~?wRGN&!1o>qHbY-m$1($I;
zoY)8H%6NEq2Q-f}Yxx~rMwGogZ;T33Ybmwl$Ykn@X{%`|97W+6#}DfumjezoY&xqm
ziSxtjR)$xj>Nxq1x)B8z=e4pDZ!d{(cf;3-6)Jh!)kv8351{mCLBSy%L=LnfFBn0A
zfEjG$h;k6&^?U4=B|QfSV(W&(m&AK$WKVhp=4e=VTTs9tH=x_V9u(j6{SMNVdC;LR
z!rgBU3AF}92qSb3!Tt0XeDXhPD!t%56|bru|L<mKna2Cfs@hm)BZ79bLRb<hv)R_`
zOYBtSzFH_L^-EC@SCydOg1RCO&D3stSSp1HUdbjhIvUZvQU%&D*RpYNcapEx7dH#>
zlOs9dpdgoIu~qk>AF9y5Xw0cvy8+IEC#XCc9jh4H?5Q{Y%c2vv(uYtTh!;TYWb4w&
zp66*aq`tj_&OBH=L`6j}Q1P6hr>Acf-h(3Y7f5RVMnOY>AqXUpcCPM6`;7W-1+KdL
zdU{kyz!6l|AhRq61;H_$DHgK*fQ}Rd1bPkJ4lSA|1$u@YLa&d0VbS&s-+Z#QF&#mD
z&H!gJxTcHUM~*LIw|;i*HD*VdO>3mH6d!{cK++VD3~mqbGQzH7vW?P+*48>Z!qu4l
z5LN<|?I3hN`v_DukoC&mCyWc%#VbG76}cXoT_MD0&}aVC6<dEYHTr@f3FeLl9uhQn
zg@t+TzdwLu`J?mJb$IbZ-XB%S^{U=IV$dY@j__BXvaWzjB%HMHyWba+?u`U`l?xn!
z$X{p<XrVg;+0X_4LUYV7EM&}_!3h5St*Tckdb6#o)pe6hN-Vtc)P!r#o7f+mCVn}m
zzhn7R>nYr^%^$&T7zh!lPVZjGJH5CzT1|p%r^jD#HG&PHG}<-luxRtb`V&mi{03BG
zWqhnxLS!HXd+p~O)OVnQI|C{MI*-wS?jpyu6T#2DFW&UIqu9qHr5vvQS!8JpilaYA
z%~pf=*+JUmc>K0xruOSf1sfuc?v3&1Q*%xa=Xc3@b`DBFLeufl1^pR@iugfsq_eUT
zmSkC_&)AIj5>`8c=cZ`Zj5sPoK}68!`2FEGE4kwzGp!d-es8^~c;pY<pUjbPKFtQd
z3wPqog9uD&QOpiOGd95n$uo9eWWoMkQfFoQ(^tfB%?4Bp3dpNjAaH9C*NItpH?arx
z(T)akzgC|qQ`dzm7WgGIV9?6s*RW%ksLS;`#M-yk2*m|3$&Q!OiyELM(^&zd0M2U~
zU4yqwtj5|y5(}MIhdDy&N8Fd+1_$5yEYxt1Vw-AYgu>0>PaLDq%`q_P_4Y)=KQ!Q+
zlmQq1!A(tAAeqI*z14)?e$5r8X@^5}+j2KCe*GfVMv9YyQ|G`RLkF+fGCd3QyX?Q5
zF(ra*EY+0d$B@`Wr9~<=t2Gr(&Ir|<x`Dy@81v)NkbZeUTE|k(W;stu22`R+XWM~h
z{e8N&z<J6si2<r?c&77g=cx$=cvF63aPFbd{CK8-+=HAfdnm9pc4YAfI>gS2tADWd
z=@u>*@F=|K?1ZX~jwja6h*c}fl<Cmyy$Kq_@;$i9mD#BXeT+Aqnvuz@6@Z6#Oi`3J
z)cnZ<=^+rc?d`NeZ+}L5LH0ALk*v1B!L!%U)hFygp!WdHn;E;D3b-Qig3i#v$5YW-
z21&QC<J_b{FJZ+|F`!}u3q^BeN5=j0m8WF-?QM8U*5)zNu&=|>GaH==20iMDJQ?Kp
zu?sj?UufT=gpc|*Yu&S{ssdI5(QBycvqMXcrgSFXzMH)}?id#_gQ$TcM$i2g`rxE2
zRv*EIBu16_92ElN>4F-V%v`;1!0(r-kX47UK^MkN<wum4$m{YZ8pdbgx`1eLy^QNz
zNk~c4RTmvV_>aJmO=AmLe6(T*XTtW`@g@tkciUpa!Y=JizPN-1;KQu)^77-T98H*E
zl6RDk{&4R=vR0wkf+W7{w{BgaplBhYSS4Q}G|?)2`0cUUF~z9CSBXhRM$=Trrvvy@
zlQs>dUpW~VBnp)>9oEm>|H_>k2sMVfmKI)&xx<>SK0_57DhA0i*EX~Fp?|hfEB?5X
zs5R>fAf7+GSp15>;h`@S!(%3Y$bO#gtQ`FeUs(xjx!^T4uSF;UhQWuxvLf8`bxRJW
zhDZ4;=cw!c6%u5%WBq=ugOcgM?6&nn-=VchA~PrU{+Q#`V<*OuFqklipO&%Wl)^gR
zf^CB5f#{5HF%xvHNahwkP5=4>dB@0BP0{P#MoAWqN90{ym3)IH{!3Mu3G_&Gj9pqu
zkBOTdY|SNxI4&CAI(Lnwmdnb(!1VxAzA4F&FU~I0L9MJe__9^nRO|pMfG{-r6^Q_z
zmXYKoMvZB-(6tFCh9o#Z&Nk3X;&&l*fY43mT|>Ge82g=s@*mx@+@~7gbks8~3zJHU
zZ5tXoyB>#c43h~sC_#s=o03%I2|yU=yppZQ69;yPU22SdHHEKN)tLBu>!)8r$lAd*
zAumjjHhYAt!vYD<NB-E*m2m?2?Zb*+j=-0y0FoxGlarI*8#ada;lde)TsJe46_E*A
z23$1|a7l&;<FE@K1Ekvlc@PW1a3+yYaoWEAM*Vd66P?Y843d&`0QrRAjryC~`}{dK
z7F4EBfQKo+r-DCkB&HJ8`FF~nOWmUit4t`I|He)-DzmN#ks88}6u`!;=d?H)P&1yT
zoRFHHeg;xZwOvV3KYd@V*$f3QuNOS6lf*ZJeADK!X+L;Yq(wEhk@=~q&HH>U5>j6h
z59+^Qk0DY!hzEKB#FyZ-w6v3bNZAeUIpy+U{hq{JlPj9`xI`n_RG0LsEGVXEHl&8_
zeDcpP{zhUX;f=&As1&`%`z9xgeWSrSAv<yU?nIRfpC9pQQk`&EQ0e$7)=4ZC<*vId
zwi+oZ8Hu!nv}SXGqDI$bad&^7nJaIZ!H@SN<@t9wc;$XYXK>h3M1R72E<r*{MnQ_F
zc7|kZgv$Ku&oIkGN<Dun^Z7%MI_G7PRlzcmMZq4yMYn*nG1TX8H@1^JuNoBFDs`>l
z*!@ruZn=q_)lXIm3^1gtom*B5sg@mIzGx|=;;ZG=qN@{iR?UaMMqIyj`M6J9HEf);
zWx8sLdJI)mr)@zMrIgD{M&YHCm^Cop-kFQCW0+_4+ZW2&srDh>p`Kd}{+=&MsuM8e
zYFMG&F^-3$)hce{7noxun!#?$#KdG6?LBTgQ%}Uqj3K^!l`-ngJ-L=K;nJ-e%C_r`
z0u||UDQ{0yQ+<Qm=PMS@@_?3cSWm_*Vr7l(q@Gocq51lg;2OEo%1Rl)e+<35^L6a^
ztALvqq>k@UkcAMZ)-re~hd-d2`<Y!8l@IemI|qj|SO}ZaO?B+LZRs>tE$x>OMh%Q4
zKhTPxWs38-B;UMiek(jG$`@=9PmcDttW>Tsu(5WYDayS3`I0FK`PF;EEv@5ccF83<
zn1jQAybohQIiIJNVk(1q85>&vwT<-In2aFnVz=`dSy}U2PsXa>fr?f98gVwe3zlgg
znXr&v<3N*PLHkXg>}Yfd)sbO=-L`h3ei(c#lKO-t4kZv2Mt$4fdUvrZjZg1K4`IPq
z1v*qIsK{U>r>3X(7FaVa?d|8l2BBMFrG-j=7ye=X`mIh|-H-&KWcG?s68HXKavm4o
z;GThf!w*8foteWX2Jf(cWY)~LQ$D#H`@uiODsdu!xL?TcK#*}`_sWAIT5{dGDRQ^2
z)Gn)le#VD3*4D%{G(pg`{su8bEbQ#aC_xMD6B0iB-swuzZ3*Sre6&r5nQ&n7gWn3c
zWToTP$#k!b(S_mbGY#~>M9wIcOQ1Zgk=(77_s_YiD?LS4N+WpF*-$-%fpjC0xbF6+
z9;%tPsn#feY5d>i8WYb^4-Fu{g&U?OALzU95!X)0VxJ?!h_Xp66Y2rnO;Je+nT!@%
zh7%|3><jU9o-Q}5+x8_QtFj+f<$-?3xNEdDmL`9Wff|#~d;7s`*5=f=ZwX+}$P0~p
zKG&bvD9Iu|b8*+|9w$S(;~Ce{=C*E1=7GfQ3Q2NGO7Mf62UWp5)clV?_Pst$Bl27@
zKbJ0t!#zX|)0GOO37GtBZne|T11JyL1J)r9B&l>CN5bPd(AQL1?!10iCoHXd;~?WT
zdFcU@pY5u|J<zYonMK5Xu35WXWy~Sk1}Bl-&*^(u;&yho6%`c+VZnYjaG@Lp#UW$H
zGfOCMAKm!Im>(1|-u@1x%n(+81}i)vA*8#z8@>|`tP3Ke+E1DKQ~Py_KpbQOt%7R1
zSsb{6;({&(2;szVt?`7%HbHH9Bi-!&!XuRdlB8WytZ&09yox?;n=i|I?VIt{{4QUS
zs@f{v1C>WwsoWQ5!Duy3hcn#<qGR@`P<r-T6tn8u41T@)+>*aLi61f>c5%uWTSn=J
z<yAg6%^ddfzO=@+k;9;+guFQLNRY1JUDw|%Ffg@)U=#>keguvjO76$^|1QkWH3W2&
zoC||kSoxE}sX;+EgU|dXjanjcY0abJFnwh_K_|5flwq~8bo1JHQqou_&1K30J%*r$
zUuV?MQj5t1BvMVb5{M+`ca;d`@D`tYacNNZyk1adS%do_KOokt8(?mML~P+-x}@`B
z8(&RggYQApB9rfjahFtfyx-RjGGB9>?o@_<uF}kysijj;QIQ4IZ<LbNjh!T~bC#D<
z<Q-)_G(Ii<BB7?vP4qcl|6U;C@S@Bws3J!{Oab50=;8+^{HM=?s>?-cC)=fL+Sef<
z8D#Ga<Uv}6;c~~!-y~94F}bWZuude03yp-qpbNqsS{S<^BuQ7ecr%^%Or5tcnl1T6
zJ@o!MmiXIPVc%NjgDk2i9VY~CTn25r1+IoPJOH(ZJBm*y6W`;yw9UJFszG~PU;~DB
z0u~lvkc%s|XZUolo85IhB*^^zOMQYH2=u&zJyc?!X1sN;`<BGHa>b(2a9zb;>`9UZ
zMI;y%zO7A`%F5>tsG6p0S*A;7I&37w#{*LKH6XsAy*UT{);rE|OPTFC)hFe{I+IQ3
zJxER7EzxAWaqTd!8hUPuIF9+3kqjmK85Kt-9Yq&apJqaCzkR{Kd;Awl*yH<GsBf5&
z=k8Qj6!F0ethQQW5CkVmWF#r_5zx652ecE?c>`V8^*eV+k#(xi7~;dC!iLwS)EX-+
zjfEvFYk}Ww!_s`cPpb3GPB@3gFGIBJJk*iMrw`MLkw<?xXYk_5?`_qGqt?(*+OIKa
z`P_Mid0-Gy7YeT2M?DA{KL`9kggl2VNhD?p{C8f+u?7TU4W|Qq%h=`%o1Yf$Iu*e?
zu{1`t!Jk>oM`0ys;=}S51sgeCsplKlqhn0S*@moAxxI38-?dK#A{RF1&R{2DGA^fv
z?Z2XHHefh923AA$DUG$SH5@z6iwRD>Wfm&c)zwJy4Q!PyFdMZ4`}*($MuyI=s1UvC
zZQWt}Yj&IW_g?akE0Qp93?Rp-m4Ds2mBFd;V5BqO$#fM$?B2o;i-RTPv;l=KMa9*_
z=W=9)Vr)&SfrSqOjA>RDgN0qpoK;m*DxZu`Or!xK2g?hL?P=xZnl|mW9P;OOkn~Ap
zn*z7nV-W2F!d(`X9z;C!-B^nCR=AEa4i-z*_Wet_;Uw;Zjg+Ma2C)8C`p6f)e^(t#
zmx4PqENbj>WhZITOZcmb^X>S37Pvyf%>g}9hWd1wz7DDr&(9H2`v3>+L54a&QLpjv
zsKZAS$?J4%Zx2r7KX{Pm93Lp0aq1)SVbn={Z&#Cn@gV!plaA^Un{t_5&(l3mtB^Ta
z&4IWnGL>o9H{vS7qk5_W4wAoPD{{CGUKY2%HCQPM2Yj6qmg&fK@4Rqqulv`VV2o%7
zxJ)c@7@u!~LqQVGQ@-au<+>Yu@jWc(uwvq3TROfb=ywEoSjmmLeMwhbd~oCP5ipx!
z@dOO#hQGB+zZ;PlR@JPDE{-EkrGeFJGSxSceOcj=Res`XMLpiGDn=3njG>^~WDpjn
zsjsic@`6S>I3jV+U81`W72{yy1Ib8rHLOTe#*@l?u~G$DvFZuE#=idhT?CBjc#-&S
zJ&UQgD!;Jlf$H*IM1+)C#6_^JG(q4A7M888?b4{4dsNo<LtmD>!X{#5XOqC+b8Pdx
zG}ZjaO@(A5FLA~Zn#X-9Qs+#~&F3JF7%-fEZ{KcApJTf^h~!L4z)t~B71t2sKmeK#
zNo{R%V00s(({dSV0=2I**!R@!%>;^>3PnkKy_bs4zHuF--#z)sLAGjZ;|C_;C?%me
z0N249#l7aHUhtIwGjF@t)YtEm$<6Rd+~H-VPfZ9boRrx+)!W*oFgFK(ao*18N~VMF
z8rVU>1j+%7f{$h}!$B-DNNjioQ)oE3OFSWWuw9n;OC5a)?0W&CsN@e?p6ADAiYA_B
zwUV)G!{TDpcRVREP$Aw}JtOK{!~E&mrn898p&(-+QI9PA@!g+3rB83Z1KR^Jp`{&1
zA2uAUdX`N}p$hQld1x?Y%T6Rx>Q7()wZ_ASzEf1eW*QdA_HMVDbhe(<=pC`t<>^*}
zSQYm0cMl6IpHRb(3(vkC5YcZz0qDhjwv7^elVM19O?M1;!8;kr$Ov@ccmE+QtdzH`
z!B<7HeS?>{GTOpf>upg#dXiM&(LD-&E+7WI%*j{cE5y;eXI|0W?(k<b^`U&PN-s-!
z-r36L=C7R{--w7cePqf4>#gD{;M5AkZAOc+6NDU*kU}V0OsuQ|p#p4#at#K6I&L_C
zL*{l|(S+t?V|VujBm)FaqpC!1KNvtY0}IvM+&my4pb<L0q@il6sz`KGBk)?mAQ&U~
z!aRXF2a2m!h*5iFWkm=y35bi;UUy-jR%OI-vp>I8bsigw^D0JF{8H*nT%Xxi61S;M
zjc@nFguxTDE0(%&CM1fy3&Eqh{m4r{&9E(FfuW=8BL9yzD`6&v`-iubf{E8`iiV$?
ziqKtxnaCL|FoH4i@oCw#YYRXX3O@vJ@5G>B4-q@r$MrngItSqZ#b6Q}9nG#H0}4Aa
z_|Uz8Is;xZ2!ynKG=*_2E-Ra_M1*9B2m^qG^RTjui;EjUXr`v6)oQ~Fvwy<|kE`Gr
z0F$Kz%;u(F{Zg`ZhlmPLHO($8_yVx<6{OlC;uD}urVbww6FJ+T7s;X2q3g0$Rhkmg
zKz?24orjsLm)yAArnK9`k3sBW#fpZCatjRPjZ;%s;WvV}OG6hCN&vICsks>kCW**b
z4bmObO0^O1#+m;`*?Y%x{l4$RFH|IDWJQ^ktfGv{NUxBRy+>IsWEHYU_NGE9J7pFk
zE16M<2+5X=6rs=%_wnrW`Q7*T_q+eNANTvwAN8(YJzv-Jy3Xr7kMlT=(|3KBkB^U-
zq@+>|mz?ADTi&e2jI9Mb=GLxwyy(v;WF$MQy0KllU$ep-&$m>19)n?=*56OqN4!BE
zkfn`6a1*}10*-$XoFECIbP(G)znB<}yxsO7_s!4G*FLiwVA#2n4tztjUayWt?6CTY
zCnXp*W0-}Yi2DR6%{Ez&AECku5H*E?$!(6@e;O$V;aiPf$R_wj)+3X|jd^`8P-S;L
zXkRqGzP@LYBsPPZv+V^uq4i(0Su4d{&^Y#3KH={j;R3-l>dtGTG@c^~9wMi+w7me=
zko@N79ZPSkfe?UcinU-o&72*{Qe`7NSKdE9O9-DKD5EBxvViR8!L=a;9ezTG1>?9d
zTsl@?`-<3QT=UhBO>8uNLQc4C<aaf0LqL`0btN*LR{4|dxwa1u`+m#mkIp$T{whh1
z{sX#dg;;wm3$gKW7*3u$$K|uS(5$aI2)eQuigdyu4Ka?4uQ(54+ZGs1Qj*S}KaYWA
zY|yO@%Huo|OTom%M9hW5f3@f%qU$#HEG#sXl-kjZcPR!Z72;|V5jkTqx`JI+1Q!x;
zOoU2ay@pCS6Kw*|v+zeEF+{w?kJA%6FRF|Gd_HRTDPn!!Mt8nzx5Lh-hBOXyo;@qt
zowVu1>T^1A4L|=+c@H-=!5q2KymYZ)YW=&cn$J+2iVca>!zbQo`8SEKA}bYyu)IR3
z=SUzMRT;NDg!6(WBzRjNr^>n)*MB)sv&z)j*;($fBm}BXlN`-+Al3%U#OP#pNgL)D
zKR<3EP;XfpX4)W(ZaN8jIlN8P#~+`;2|JQqoDz<!lq9$tFyXB9LCc3`<>1HFQmJ2R
zF_`R2{*aejKA<sr<pQPeb=vD1p}dPu&lF`$4mD;?<k+Rup$UWlkO2p40%Ny2Q}E6)
zTlJ~%dDyJi!mBj`TKFv_N6euFvw{PnL%niw%|}Qw#$bumfJ3{0uJ1<-ttK)a9%fob
z7=s~+B>6=|MAZ9$^*LCHUmlhb_Q_UORtAy9ps#6QpsHQ`)0dgN*n)G_9N0Ebo~|M(
z5tEj7(DH$mhDk~4<9Fv@kiRvKYd@nQ@rWI~QItu2)xoqe-FYdsmEqWd6K&hmMt*%f
zWh=I+w&ympteg3-jz!~*Er^fA0UZ?iNWn0QimdS6JBwQ_KKf9()&ZFaMpqvP;Q%o9
zD@(;WQgJGQ7&uzn)U*kSG%4*FwLe%=a6V73{{=_abC0%Mu$%ER+&A)Mxkk<X=REJh
zLx(6xb#-;4-+$S7@?2f)wW6E(>IV~)_-HEzdYc)G&|ev{pXpsDg!7+LsSma^_$r5Y
z>pRhI-b{@300SmAA)#rh#5O$FUHf9qMT1wx#l>Ri7tXoBzQRqG3oOb&<hH_z^%rlR
z&YFJrh@NO;Q4+S0aY;$x2$TFmLb-bFA51ZrRBPWpkXA;=#{5BGH#8Am`Jpbt$}c6w
zO7wsuqqbg3D{lJ!l6`~p<e1k(k@LB>)Mn-VMwVTDbvANQyguiG?+DZ?Ebd{XGVn{G
zkn7BR^p!(|HNt74g~k3B467_bZYVt6(L8xCkwN}EP5*}^YvGroU0oeBXrdD@n}HBm
z9lEfcgiero*Mn2p+1Y;g?s0;8Ha0y?qu@<XdF|RYPVZ5})Lu738i|^Wo!s0Ve@A+H
z^z5vLX><K$+?CnQO>UeBDek^{#@k2p9s7wkwuw`|*+~Z?n7Fu@Y3JXiG&t((i0_Rl
zp&^a<{1L_Rc-Xxr`bG!DnWtrTu0i<^A8va1@F8t03NMq=;BS+Y!S+Lyf+An~ONG}~
zziW_+BjiZ3KCA3Vv<9VOxQ{7A4^(cqxX66sa&LEc8eFLd@IWm19sNG#HRBg=o}vOb
zx71!?gqOQhgu|-t2ZKaw5jX)+_Uut<OOTV3y!I`UYxauC>|pRu_Z^lgB)N`6h29pc
z#wm)@Ma@62c~d(=aMJ}U7cWuz#|=*!eCWu<Qzj%N(6$;^U7_>?6`p6$o{bQP6MPB6
zzlON_T!bu>9=3-B`7N?cfJ|_0JtjPyeE$4{uBrTvCv4mbu~)Y^XoUKe-nALA3vkoa
zq5tn%37ZAv+0MV4x#d@NOgYFcXOA8JrJv|tl1MOCq}_TZN=s5>k&E_C=U3VtR&=0q
zYi0+6y=j5^6W8r%!t95qk3I-Ew4ivw=6qO4IQY*m-t<-g2g1?C<s~Y?3R*+lx}Zn+
z5&h0sNgYslc#j;}0iFTL4~k_4q4*5U-5r!73OF9thze<0>_X(qORfgHkIr;nASrb5
z8_iSEP9LWWIB4;0eYj-n#wBD@@Ba{KOkZDlPwQS1o(7j9y_c64F-pRDZg2;JBFeR}
zey$BtC2A+=Y5jZM4YS+Uz)#)C<EbKs(Iurrjw$K~6k;Fk+L>=M+_EB4jcr8pe{Ulb
zE2|&hU28x8plqYn(Rf=640-PO5c0ivbu-oP58CA4%$akuuxz|^=~7=`pQA5&qCp7J
z^#@&yF~*(94cFIJYE(2dnh~RKAX1pam5X#<dN*N%B>(q^4k!;K;#veeG&VOEjZ2y`
zwlq5mF&TFh+0v4)Jw+}8+#CxW56A1*sd+flM44&D;h9OKHqci$ffM!R$B@9${ePGi
z8z=W=-yVuO{Z%IIq$kI!+7DBz(tKs%^LG2bdP8XcewUKY1s(4P+Je%qdCLI`6~DPQ
zG&MI1mwb}@!y^V%2%Qpx!x{)QaAq-<krCC_)T~wV`-*xc!uZpS&RPCC0HJitS<~Tx
zB^$?HsM~Dyb+~vj7-bY?Y*dAP{y^C?iK?J0fX@r=Mtdy5XA@!mB@DU=?|C;*&vEc3
zn_z=bZa3_^?oGgA;LIvQLqg;rNJ;iNKY`h{0O$xIn2qM&F-1V77&JpwHjD@h%Gpc&
zHX}3h22cXw-=xc{DBejGvwys6q(<C7jxkVu*X3;oGuGW?NwUy1mt}>em)Q*jgEsVa
zuwpyTe}S<O1xf)GjdcMgO=aax;MSWvIMBmq3i2LWaEbj9elSO>2m^P{U%EsPd`QgP
z8|;UlV^~c2FttB!nq~}_C;|-%Gm<UA?lz_IC1IqoJX+(C7)@mHW4f~s^f=6yaCVJ8
z<Nk#`ZO(BeD4XGwSl}c#{{uCmG<!ttz&CbIKKOTqMD>Y7nDR!0{v8#8AaB~f_l#z%
zQ%}|hmV<Wg$W0ekzjsKNr!<dSpdVpaWT_M|&^It}&HE&07qEfklvF>7<3bdzr|K3=
zf=HxG8r<dmCUqZLO2T$+?xd3C^1E0P``WB5OFp82M^JF{iD0_1bFH4L5V~2w<gVQ1
z3#-rX&jO#OrW!ER8+`Sbh|FW(zIDuIMpOG^8XOS^=7}V-f&Q2x9<s<`MBe$^@L8&F
zHx`X;*NT8$l^fnm%exofAAO3Z^K9~ck+;L`bWYY9-Nw8oPcLpIeJBk_aZ?g3U_BZp
z?5M@{w&6`kQw(E6-S~TJ-n?C1$+o=XWz}KnCMVq74zHy2J~}eq*}cT$h^04ez4tgT
zIT1Nr?rb>#RdYu+f#mx#p$r*5NV>88060H-=H7rY)FiGL>ZUvDQne*(yF~*p*Jrkx
zkB(_a=hrx8l?qVG3G!?aXMV11Yt->9R#N{i&jU$aU0q^9NbrF$5is>tl@rNV@Hn@_
z#bEb?s2xC_s5i!!Cz?G@7{|1v3~W4-ABJY{W1-O6o=sM!Ysgf6#b}bDD<vRtCqSA~
z&aO0RH@Q2w`H2p1-jkp+Ys_)ER*LTkI+$8te*0YbLfLoT(eDg1<Jr%wn8?m%Dgx9r
z8@(Dwd@`O{wLDSN&biI0@lg0bpWIr0N7Q!LcA7}@k6ny%0|PeFYJu5Xp4bD~Nr@^}
zv3eEyu(bDQ(Yxy@JZ~FVrG(n$lxaE-Op^J3d^QhxcYU$PwGE7(x%J9kyEviqit9b0
zwLl1eBH{JRymaYj>Gi;@&0FJkZ@K}~{n>M+Ca*rR9CW{}lpDjSCUb3)ZpGIniaRe(
z#YswzJK(5JxhJ_l<9Kp%tmBGcu5I`BwHM0`8U61?&ML6rpe@?_2{4X*<o`h5+gGr~
z!?W|JxTV6(<{2&DKF<%fHoW{vyW>>;Nv?@|9hgGT)j?tU2rX^Bfa7PgtN3{BI@8*t
zvzb+6y=pW?oAbQAPoFu1+Cv*hz@K<{xylWjf2zFxE0Y#dfOWo7dT%eeI~Qy5yJ1*o
z%Z|?H=)R<vlrYyGi)-s1`;jbA2(6+<_#IW1d);r|a6~7NOI=NNikXv0X}P)o9Kr{j
z^puE4FFr8llXWEb{P=5L=PzVN)-Vg}i(Bq`G3vbv-P@DGa8yD9*q5BQ05>r3dKHB-
zp}-O)FL`<@@10J+qkmI+cE3>WdEsi!d3GXn&GYt+?<;u}q`i}@j#s9lqN7=j)tPy1
z8mW>b#U)&fb{lKT7~fs}{4_UQ_@#=wrXuh!>+wx4u4Eh6%_#|bc@u7>PqZqTt%>(l
z6DCx<XwNejeMNq==aa`YKZ>XJzS`5sBjHK6BdA&+Nx-+|3PLUz`lUM$joHiZ)(-YZ
z<0DqePV>?S$<Z^F9+jft<Ts$S_xswPCH&o08yG}cbIz#v=9_EVrg@#dDt?b)q|%lC
zDpwlIc$Vk`!0C{RbR!_Z;!1wX{Evm}i?}x_xt1qwj&SiR9y?-kufC&)cA>0Chj%;8
z25_7yNPu5aL!S_B)?>kf`Lw>+AijOnIOS{b?IXX_q@%d`gCC}ZrGLqb)#~%iur6&j
z&(5pjv!YulOXbPmf<qQavN(I+@pt?7($b4PFZ4gR96ku_@bB_8)7<T(w8?KxROu#c
z8#DuzEHBUG#P+0wAlF!_?AjQ>{-QTKcF5P*KO`vL)L;);Wk4$XDgWZ>Jf}ZSca5V@
zvK%CLM_w=^dsTj=wwayYRHJ^bP+UhNaR=FXQ%p#ca`0<FlhJDwf<4Wl!QC(J#$Bh<
z)>};$5M!NxTay`pPoU{^@RsRoXbg?{IWQCUj2%_AzXHh*K`i@m?gqD{=s*#pPrJ6n
zJf2n?Zw}?n709N>I@)1!5>Z!?z>Tvne5#{yec|W8ujyH9>Mh&(OLxXFWQ?4N+Bp5b
zlVZV!*4M$>It*14sTO{rT444jjOX6KyZ6O*=VE7idVxYNcbC`YHF3+d8Fjj|1ILcb
z0Z6*6j&xu*(}yL4vqLN|nFN{UCf}i#5_+SsJzAx0pF+H0M#A{(Cq|Lt_mBCW6K&Sr
zh*z`b;mA0_Wc6U8)m}Mhj)36V_g*l0wQpXo)32BPnCp=|nhCzm_4v2QDxv{LWzs8^
z!z1o)v^kRUIEp`$c1Ncf{dOmD1F7OB!^@O1G40b|uVl^YGG_QZueA7PJ8t|+L5nqP
zvP3yZWNmqS-(Ajzks)KzX8u6-;Qjj(9E+s12L8R-jBSy}lj1|Sm#I>amUmV176$Nd
zkl>XNS6te#ls!aN{vOMycI$K&*yto;#z7|XD4Qd5pJg<}3ZHKO=`1P`*j<lCX7<zV
z>LXemUgzN$6M}JKq){ZksI_g5*sE$`n?HK=dDMW7cWi9LJ1kj-|7`$n8Y(@F#Fzcw
zW1Y^j{^}+xON=97+P8oICLYf&(?5Uuw1X!2OyBHRW(Rl}*lneG>EvLGsM5Jp@y5{t
z4tw&lvunW;>Au>Qkb%X}pl9N}P#aVud|vxeJIx~gm$<G=fJe8qc!}5M(%86O*SWzX
zbL+S`ZH`QSsQP7oMoK@Bft(_V2X~XrE{M-xF3nq(RO3Xb|M9Lt@%-(38M?bYt^0@R
zt8;L#=v~9^Jg3|v-qmkxwc7U?JLv0`%?6x0#167F{3;qaJ!hZ!Y<{IuB03Tq=D?|^
z`+4?P?<ARzcX6!|3wnMjk~gm`C~}gQpM$T)U0huJIMHC0=dz-^)b%~bC6b{l+dp}i
zlhofF<CY3ki?v-{OnzUJ9=<8QMFd=3mVlK{tnGt|k}-Fmt(<hEw%NtMDYDt2q&4F?
z!>>o=hefyJr1k+ef%Oa(iEvU!vt5Y$``SC&^K5#SelY<p&3u9Ek13LO#+m6y4aBtS
z$|uCdG5%ipMo)Ux-ma{#pU~2LMUXh{x030w+qqsf#e^kSradXEPS~!bVw=mk{9;Y~
zyo9)fwRb`1*@dq|UNk>tH@qvo&(IYrzw0ZH#K-X~l^#uTpHG)5{reafikFuB59H#9
z0$Yq<WitqD$`AY3q}H(b7PhJ6bdZP~ceU&liwmdEc5LR|dPtHrEhcf7-Yc3;sf2jH
zr$&+_(lt&`=b6DB?Y$B-_t^_Q0B@&&>!eAa8xyCmE5l)=q7vHDeCzZMraAeSe(K!-
zhPz5A<fF@Dwfs23N<K&3d;7%f*kjqAix2)i5g%i~g|oF`RmDg4<v(9#{HhjoSlp4=
z=}|X47}Rp|^BaN5l1Qj;9G!K&+Y8aa-j~l{<wyVKm@<uZKZ*O~ZN2xSEe)3OF&FIY
zqVSeTBnaNZk;ul!d|)DaAA44We%=(i|N3SW_x2;M>EhIl^9wW4MD`JR(&F1GVO4eY
zU_+5jX-&VHyS`go6j4YM*m#LAP@(_>2o3LY<Wvu2=nB0A8KLLunG3|xNzDJwaOzk2
zZT`I2yCo|pk6~p4-nWINThr~Zz5q;PaJ{GVEF-CX*gO2i@G=8Or|4$h2iBDG^nYcJ
zW*3l&3VYwVafz_UK8jBY^Ed21HhElRW29Q!+w_QIva@eWlSRnJiN)Jb=y*q#Fu54K
z%C+6C(&iRU++7SAf&N&`+j^n2T2U>{x!$4(JiKZabX}2$4*NW!B$?0lY^AC!-#2)N
z$uf54bFras-=7*Yov6qX$|m;fPc5-VDB5$p+FFg2(0XC)55u`9Cpq}VP&G0IN8Ak(
z;?6@v8FcIWKGk7+VW$)k7~MSBZsd~h|B|V<j8ZiSbbjzC_rccDg@v!L3jdQ_Sj!n1
z8G)~|F^&E18I~z5<0bn@d;4A??g)l1SLdt6ff1#f+jG(f_+pyJjbGE!(mGDH?~0Gf
z5g~SETs%pTiixYGDdw)nvI0%esl9f`4^@d=)nXOQr?%c$TD92CbuB&o(C1$?v!7_>
zQ$3C{kdyF17779<?~BJeohRP%_?pq62t(Qf4l$;r`ZCW0<pW99GJ1iRNl(<L8<hh*
zvgIYW@VaDst{Pg$1GHx4zfF8`W1jA2M(L}kH8uBZ|1#|7I;o6=N7|-KV{Ce4yg6UC
z%F^%2y#yV_(BOTX-6yUI^4o=0n!MUSDD0=$A{L7(C9tHH#7!->Y4@Oa?qU%^j&f;u
zNNcnm1DFn>z49CbO$LcB4kpR5p=DE8QqqW_feSwutb+a$c$CMF%XjYGYk(97z#>^K
z%2GE0j-fy1hBy%{<`)*~fDlN=@^@VcTCvbwqj9=hJQuG0-d@5dvSb%?cfe(%3m5i)
z21Q4j|NcE7IeF$<aB}s%7}sYPnFSLWy7=s+E>2IM_kVg_@7uG>xJjV}q9g`SX&D>m
zE{eyeOaF&+1WNGKut>$mEv%!EFmb~#`1<{$F0?@4>%l{AEJ#$@4I66-MLtH1VGc?4
z`MnwT_|1^yR@fapc#!xK1gRO0Gj8Y_LIU703M<Vn!!?!d2Rjs6{NAlxV6oQe;F{K8
zIoPEy!Pq_if%TvbAODQ&uf+><#~)TU#U!ixhGS>{dumH$jy+6$R6nQsA4YA?Sjs?`
zP5<8<G$_|J-Grdmj|8^ph0*BjN1gY9HeF~pAVtXE&~v9I?UeIihODl(<Jfv6xQ`Y<
ze?h6<1LxNbaVou2&Zy>~+HOLJ_-(1JLEAlPdQ_6Na3{!$U%lxucr3ysh>}^KLb+-0
zbf++ly8hmNbrxQZt~S<#N$g1_OzwASvoEb0p0j4@;!5lyvWnAWnInAPtv7P9>Sue2
z*hTXn>YDywd>QZsv1pLt%oECh)?2r3p|uMPy-xHyUKZ|TVCV$=0;D_*brS~FjXm1|
z<8PRr1^}Dq7ZYPZG@)&db<nA@{qz*lE?BO-sm9oI3R37xOZ>=M6c{=8;jeSD@pqT0
z-O<AdfBQsatI~Zhu@zLC{TDK8c#Zh^fJr6gH9gQWU7;XFKCM@o<;oe?-SsD)c9lJ!
z;YW=5WF=1|Hlae~qeuNZZk3kT3>uWqb?EZiHp2CtXr+7H+Xje{mzmZAy8pt#moJ0v
z31d!~LHfbHW(UmP_et&9vj?1<z`I66Dn1wvNXSFJh#UherR|N$auDQ*cAY+z>OEd}
z!xkBhY**O_|MH5o)ux|V>5i>TIMmqD%J6-|wC@XYDr;J$VdSS1A<PM_Ca(!f%k(!F
zSsF*tC64@5(;l~@J?VQ=^^}5UG?Y&@uv-!Q8&WNdhD5iMQ!8%KA2Sf1`K&;r6&6(?
z?oslz?(Pq-=Y#K0WLf?C`LnjOlMz@TM=Fo;BjNM(T(Y%rC1B*_+@hnSV<&L3j(}er
z$H;RofZ$-;LFkceZ724YGe^9{^S{KbT52HXE&_VC-SG#8dxmOVMx7J#$rtB#g&rB_
zH@AA2ywdU?z})=sFQ!$dt#|tCFLduCt$&K>m^#51hsUJNTsv1bPZp{Cb-f|myoYwL
zn$E=2n=6_;1^ma3aUVHygmiv8dCLaM_~>T#hKec;@xc+jU9S;moYLi^f69I4Ww#QF
zIyJH2Mhu3tw6vW6@mU8Z?0MqxQSU(0f*ufzlebmZ9qjKa@)4ap_%(;tto`1?7e@mm
zm$u+M@YmqHyszYMGc)1vwhtO_$rS4yp8W7ClK7p{QkUuiE0VdTCFS;8l^V+g*y}a^
zsO3fFnI5mA{HH2!sA+|EoDs=q=&O?6Sy0Ly|KApYIqBEOEhMg5-@WvU4ArFa)dhDy
zzmE3<tIs|??Rx)wCZeQ7Vs3qgX4+}pdSh{fkhmWafV<7pV)$P~R7D{D8U13D)m4NV
zTcKBPpzipg_kzjWW{5HKrd6(65nKk%pwSRRt8#9=sj2BOte(m=&`m`cE%!;|<>f7R
zoh9ft<#s^DE$r;xxKyD4(>fgN#p&|nmVl5Y-N%y5pI@S{JWp{CA<<2L?P^pHWKXI*
zF6ZZ4DRSEO&4xEr^xEN{({F-n{v4*)1c(^Z+yKa~+{Lnp9mEi2L_~873knEvG2Ckx
zex-d_8FL<L#}}B_h>#y-M<gFmAlG$wGsB>Q@N7;lS%uJph|f7Wf)M!Dxv2F#APgnf
z4O)K|d1};6QPd4D6IUhK!?XYRzES?;TgSfHnvH)tTPk@R`xMb{dbql(J~b$4BW!Tr
zR(oCtf@+R1f$j;fdWviqy0gSs1$^DHl#fcv${F~0V%F?q(~29!yC=r7PPQkvmO4Uu
z!-;&f0TDk2e`svLq2?v@h`|W`mk<5fKw5M-VHh9NS5@rT`rK8Hu`4Vk_oh^EGxf~p
z*8L8=c|#q^%>l}PsyQ<tZ-OzsIfQU7y?VO3qqqzRJ+jm1u04=PQNsw1{m{iT$#w?$
zhW?Pj&wZOM8=35dfdlv|OfV2p!HjcA`=T)>)&kP9K`B6H4N&}qqwDz*p#zOg5yC8_
zySuyhwHsCU5ZQHYSm(#(OH{%-HXn8eX1AZ&r*MGY<bI7o+F}tZ@`~b8SFz0Ahwsj^
z-W$gUQKA)zs}><M3YxWXe9?(soGYS#0*(-t${)*_k&!{*t@fPg2E#Cn0iym|6g{0U
zygdnfE;I+;D<`PfUDqJ*p5R@3ab@*R&~={Qu4zbsqT+grXN*iWw(OwqCO^#hZ=Z4L
z@zbKBob7Js;oCs7Z5wiURv33wOyC`wzW;e?7T_ulB0Bf{fn>0l{>I(Bd4uRl5(+z#
zIY3g7_BODJ8gC#GcNR8s5e92q8GdfG%g7ECdKO%_|FYr2GK1OQt?Vc2haR!NuS!08
z^CS%~$!{%rXCXiDc5Okb)R9G}^XN{X(??D00?>uPiOUs_-}<hK)(ErA>unM9V9}N{
zEO7TK-iMki!QN}0Xie;iQ_N7lDbwsY=f5Fd(l0Ah=J!VDfUK}#Z@bM}YI568P_385
z_B@VVaF<OAInw~slDhGQ8O7DVpra6-SHc<w)|ZAr^)U(L{S%Cjf*s27eau$}=(**0
zLfd{E1Y4*nVlnHHLH6_uwb}i*JG7^6i;x^KLD`->JvwS0|A@VO<-tz(tR9->;;bCi
z?ly++O730U{p|*YiCd+1vhgoj@K#plNJWbrKFn_L*wkNFNXf&)BLbZUALmP|&WVb2
z2~HfoS*?5Lr52~d9FJWR6$ob#9bNdc>x8~pqS6am#)qMcaB3<9K>hspOdc(x>xlc*
zE+X}UD*N#Dxt*{8A{-ouJcD%pT>(IO;hlNQw?)8N*sA`TFSR&JekSE+mg_`ESC{sL
z_?1gn-A4mr9+fdUO-G*&(Z2gaBczkzKmC!*!e*9&=8fCU2htDGT-TXRKR@f|116P?
zQ_AhTH-k`4UYC1L!*9(Z?b8OGZa~#x>myo$mjjs2vQpUazGEmdj7&81*%2vD%zLK&
zVpDcy>FbB><a7qY)<XZuIrwFrbI~G}un^kwxpk0+2_l2u=@GN4CuxsPvNTn{)yNvp
zuGf6n;FiEU8L{}_m@}_g&D2@NurNmDC|cdmhapWP`Uj*B?EMLor|t?Gq4IWqKXhv!
z(}L3x16r<_5Z9sKY4`3eN;3ye%bokH#mc#DCcWr(snKFfAN;<YfJ5&UmcbrAp{BMK
z-P^G*Uj{~<g%#fE6iZ0#->SKOTLdb^4Lr8HzVzfJp1u|<-V}SsC^Yep+jL`8_Apk9
z^xxGwWR{+MpTT>Q>n9~YjV}91=%=ND<zuid31f?c<KndN1={3~?z#|HVuz@H*y9n0
z_9ny9FOj^}Ub-CFr$UEq(#ZP0n)I}uBmJM^i@?(uh1B{@(xbg-2YShKx3?GDzsH?{
zsSF0}Rv_$dF*7rRX3}Zk^0m_mpqoMH%}IJ&=3o{t5UAcEe8T5$DBlDV*;omH^ljaq
z(TnQeO&-qhr}A*bmR=pI_B7b_+Ljr`l6|hojnM^`#^GBo28vZFD1b}Os%==(+<9VC
zp~tg5Zw%m@|HgYW3FKmxQ>Tt2J~Ud26C}w84|Wr+7pAZc@Fzzt6{ND8^IKAEtRGTo
z4s7r`crFxPn^MOB2@)!_2_X{<C<xZv*N7&I)8F4N7>>$G(3__15Bsip?L2aI14t_k
z1tw(#;{y}NEry@FbGQ?{jq>%CFONLf8Uj5vEJQ}rW7w2hK!rE+3qb?(mrD5`-3hB6
zpZTn?`4tpam4e?Tewq*d6hHLs9DDZ%t=2F;MU&gMyqWtWaxq?)Y;Mj&Np)eIfpx!W
zD3DgPnwViM0Ch5nOWrFK`FGu$H&K7E{yRxVWp$7>Sb#nUW<@i>(}0#g=tvVZt%MT@
zK{5evmgoW&Ie*sP|4EJ%7##c&`@RmY7Yxvp5`-rZh)&=FlU$VVejJ-)wN?~}iIJ@h
ztQW~W#{D$B59IeMQ~p>eK3Olfr2k4n{J2CEFaOc7A-S+NOZhprLo|_U49tVv+Y$<-
z8B!RMdm9_yhFg525L`0SJq0VK%v-k7k_)cDf$l9SmZJH27)~^q0|Y4sz1J&?h6Qya
zBitCStVAZ?Xc0ZHE!Y6!pm=FbVv;r@u*=f7%Q0^r&7~{z1;wRJ%&LRFQ26W_9AOfb
zxo&6yg+KMt<fPM2R~AxjcLR6F()`=2;WV9md+LY3yUETJs&s#hk{+(bU4l2=elhBn
zZQJZ~ZD##Y#;&-3<*Ej;`v7?S=I?2WL(R>5-~c_kEsZ7))maa_B?+Kwg?Tun@GAuZ
zN#7w7<Jq%GePIk#y|sgu%*!d4Z#@6_BpfTo%RJvX(5k*wkS{Ry_tF)IE!WZ&M2A>=
zoMvs8D<oX^l9Rp+pHg9WJa|H%_xm*Cf5<HTVtWLFAO2?Vl-zthmGA94)`v}~Lm9d}
zA~$-Wqw*x7mMcjS_4Bnx>mqb!l$<2ZEvIgDj{Pl9Ad&m`Ubx{QA=ebfpmy{0j{WDE
z(~c3~_GN|j=;iV|Mx>$#_7ypKM97KIrTjc}>#&D`lypp?l~~Fb<sp_+obMGiV~&cR
z=TK$mRjZ2Ax$*I|H~|55hQ>y3L(9-{$)f1lt*$G?j-41&x}(y9Ae>*75#?|!&^5zx
z<w2B=rR8P6rdY<ItH>knurDx9Tj$L_U?BJVfni{7Z5jC8hW+G2L43ebC66y+i^Bd9
zF}uYMN}g<dn=Ucw$G}A&rAAl4u$)4#+3lI3+CJhL&T~NK4tpnow*8LW;PqqHoWRtL
zb3e|=?|dP8<2J?KT{py@pOmo^2xFMF<;f0t9ux^w>+GKN1*<>?(dm&+ic@!k7<#6g
z{{g>4TB{5R7w#VZdHuSQPO3TG(zV{J88n?6pL;aNO5)`af7R))miXyBo6D>0yo#CR
zqes%TMd~2m=vP1eR1?Tlv`kTU9HsA20Y%IKg%SS~V^{2Q2?*M|CAj*%VLgrYAa*MO
zaVdD3*a-wNbOryc8mMjQR&l5w;k1^a2z(WPZaAQo-bPb*;~h_zhF9{*rOCU=&H)FH
z%efVcjR#KO*s?<VcA%A&%<r+LO4GTMA~j@m+cGfqx31brL62h<r9<<~Zzk8e7)X5X
zV{53?1{aO=%J>z>=9%N7=M~vbJ)jG_yK#C-ZHNWTdA6^1F<|3*h;#2CLTCAPCUWRP
zjf7E9o3I$&&|rS){e5KTpsQA|_I;J>+*o#1Rnu56z-M^5U!9is!B*PkXD71^Z`gjQ
zJofMJt7liP%Ggh;Ivp~jJtUwJ$<=+Y>cj2_Z*1}Ag9=xeFT_oUHbzpSow&iR&qhWt
zFjgwtQ-<@-mW>{r{~CaQc3aNdb2p_*H<CzJ-{jdp45<;}E@U5LcR+LIz6eF>-4~hD
z5<^7a>_G>Y){27r_&HZ>m<L7&J8Bh;{pF-DupBH)3Ao(OLAJ3qx19E<5?OQuJllD+
ziJj>X?b|0PwXx?l9H~7`+xGb>Hg8b|09LTwY#`##OS;5sSz-sv>H_0V@QmtU-434)
zs-|WSTH-NwT{*QQB_V==po8-ocR$IbI-O_hc<7Phz$t6u(s4bNm3?X`<d{P!iS#h}
z#Jr^gJ(2C~>TWAsk>w&9B16ACH!{q-qs#K>-=;52nYAO};TzG{O&$QQe;mSQp|2B(
zZ_vpyu)=kNN2qqQRyT3xEWQD5FA)*XB+2!EsI3otD6=Q<a!gJU2|#h&9Zc*{)WPS+
z|Lo_I-G52NZJ&Q_8||$oI_lI)VWy1iu(0$UR;F2z)U-3lOCmUr;Vf_FJ(^ZicIC$9
zv->%Tj}8$JeY}dbdl`GMHvbyUIl9Fz*Ib%TIkhu%TUT{9-`cqJc8DCp{v!Vd?WY7?
zEd_dVs5;HEtAa%k`}M_^lH}W)0Lot0nA0;1U96Z6Kj$6HlU5xCfIM`Y4PQ3(yhc!@
z+4|0|z{_nxk(Bdp3bAYew0ZmAV;3uXrKrd7XSNS1+BO=jq~(Y6?$@F8&)IWsmrQQ^
z`M0=>EsG3Q1@lu4MUZqbB3tB%Qz=Q_St`~jOHrA8AYC(CGu>wAlNXx~28~1jTT$Ri
zD_l|hLcHsq9uBFCO*ol(>BXlG?bArQaODb}f9?F_RtYwa^pl>P*h}WdzC&Nbh$gG#
z#Oo@j(FAr$?b>41eNDYHk6*E$fZrD2kCMdNO=3->sMe8|bmu6{2or?7fnOiL{{oJM
z4B(1~715`{5y{xHLxZuiM`_^oWfom2Yu1TV-!c1bY-T3+mbH#jVVT_WxfZYv1-=t7
z=PnKV2L0Osa%F@jj-EXTc<rE#yZ_YJuXF%<l7BBiUw~nEbx3Z*Sho#b40We;mNwJQ
zVMf_YhM^qlntN+L(v00Fe9n+Y{WC<EX5Dpl!$1ev#Q8R$W$&8|S?g_9bSx|^uUcEF
zNN{?xKB6?!GcrIil3E$^M??5+T_<_qbxr^-E#a2^UrBiv4||ktYLaTdv-;8TvH2~P
z-KPFiqoZjPw|n=*pXOx>1K&DVhfPP19ZayH_CyR&A~<|t1hR8Vcb2N=q;cVlU+#E$
z<^y}wi(Pb2$j~WHYNbfDg6v9)O-!T)_b6cI1$%ehHi(&2OZV%)a{h8pp?_18=C#k4
zR((!H=5o~Ln;dT1^lV(e_0I&1&uxW+0!xm%8@!y1;w40odxQ5HJFlIiI4WaOU)P26
zrzInFPsN01-RDa``zbx6dmNef?n$<Pnf4-3>7<oW$}3qxeNIZtR^K?qH_5l_yGXsu
zddw4;eNTJj+upswo7Qq-7X*n{*BJSTM(XWc_*Gpg#uFD`jePSN-lo#ssS<JYEU!tm
zha|A&EyBXWX!#MmUlmnVoj%y=(IQU>f{TlYsHix+gFwGCw73VKVuC+9IXMYW)20li
z2u&F56{=z2rpL<MRty0r1Y$^}3X-d(^2Fw31`piiTYIsAY{1>-<rDktmSU*AtvQ|1
zUj%*Tu7Jx*K1Pyr@`5L8qATAg$1sp@RL?FH7BYQMipTEWg~yX|nPCRJ5P_BfL5T!b
z0xOw)2M$a<GeQxFd~SUV0-I*I8_rL6@<0F4r8?*lrg#I&m=n91#=ukh34oL+T#!B9
z9@xvzPngm)!89fo)iLa~*c_fOY+C#M<v`SAnHqyZ-H$om)e${$cG5sf!@QS91IOY1
z+d$2Mw<kw-^_bqhdv|of4cT?4t9Jh;q#bYB4`%FH6zHhibl9iutyYC%Kc)K@?~HA(
zCf%QDKOox@vudJ)Zx=rg4++5bNhIZ%qC-J~@doULnvj8pL6Odf<P>zR28c=i@ic1j
z{7&OdTUWt5n(oPiG4IYWG(ar@i7<pIk_euC!@vM1AsYp44f8Q%i9umz-b?Yli}u+M
ztV7J3wvVkp4yTak9&f6l6V_?Cmj@e53QB(xzW(E<`=QbT9#~kUWzTfQ-GYDpX>sw5
znwn$8N+X}n7XJL^BlxJOP(d@=<!8?_3A0f0<;%cZ-&i<|Jm+k{$UXvXLEm93>ol}*
zwBL>a&jLKd^2}P@)+=HkOLqWqY;k@2B?cTZwL4Rq%&bi>lvvWt)4E6QyaTTy8=GqK
z*Js)9Sc)&Pu(45*RxYUjYnLg5Lt7S=n#zqR5EmOuQgEf10n}h>x^{OvF#~R&pkN(3
z_7!$E+$UZ{t+Fe6(`xuce5bc{{FB4{a2Msm?`zd1$q)1yckPM-@tG4|U~WIA<LZy5
zYxYg=<Yo#Bw4KfF0LL%()~x_!xTA0^IRJ7Q!3EfP%*V9A{c@xNk6&J%aAc(O0nI#+
z@WDVPq^lRdVe(Tnm{6AB`$ySJ+xCil!Y~70&|fBcB_Bz?n7F;!lb+**a>+-svVUE0
zmGlPP{njxS397#Z`v$n!=Cp$HUxN2H?7eaplj{6Df5+Xsw<TSZ2JTToc4tjZWAEK-
zwbQBk-(l~XRE!yxgtZUz8p%jEDPc9I_{sit!B2V9j90$jDmUjE{;Qm3Ak*rxVikE@
zD1PQs>hnDr=@JRIZ=0i<ar;tGMo^PM2UN583-5CPikh05q#WIF7-lgNnvXIEZgea*
z;qXG4)a!YL1WiW(hCLp2p7vuq=SG1Bf>MpoUop@f(HO8FK(&|wzaK(K0spNc)PSLi
zeD-p9|0t%!T)!HEhfeHh3~(9kJ?8zJnW!caQ6Y4FTXF3YoOMqK#ec+5PaGw}6CTcp
zAz;%wT8}Tdg@%XMqc1gvp-RBrgJg+;e|L_$*yMT3r+O`JhI)q{YKXa&{_Yj)mfM2F
zP*}nRXwE}t#1kaQO$fttz)WtM_+kPG2I5eG{;mMHLLB-75wjON?@8H_VS*hnk~O&+
zy*sk!!?F=y-1N5zI&JIk(RsGMx#v!VEi)U0I|-LH@-z%_-hh`ZQT|?=Y$Nn`Um|b$
zK9jUYfGaF5eTkh=epOIdIInJ827(_Dkax+rHezIOC<MGt6WX&X#US+<>`P2IVD|W}
zal`mRA(SIf&TK>coL^dciKAb>1f2;SDZ<GWC1^E~!q2iEI&|pEZB<ZwYeC;0#Y#W|
z8}tJn7OXh`ww;~>I|%|Ltg+tWFkk$32)4C|ZYAmgbx(0VaV59>H8NR0^vL#_M_8$3
z-S9SW=%QDPXC6xT@(g)KzV$<x;gghP!Hz~4BfX-G#>zZzU&N<9JG|Te%9Z@w*IlO;
zz1$~v-l)+HA9`<FyFJN5(~$((kLe{(etv!!(?Mu(X6%NRU;@wgoQu?!u8v{>cb)!z
zcO*poRjYtsm4UjBfyj+GM(`FJYu1(y%)PdPQBm2k)Q*z?9EF60Fa_3z(5paC5CRC>
z;B_MIA*k1EmcLd?54%wTjZi|P0ev_}a5@OWBu*Xx*5ja!5~m1WaaIc-Uk>^ZD*|Yj
zsP3<PDBg&LY5-r>;?kuMdikHkEX|()iHWrY6*j%Nm<b&vTI+?yMNE>F5knzviUAP-
zQn9ClfP0{IQ{=f~PYg&T&3}5medkeU8qejgIk%`QVq+O(-R9HkIv!vaC{XER9Hs{h
zAav48;ryMS($nW@s-qJC`NBsmK`;&x<^lV|x5}wz1>YqdxVYG%L*vW4K!(GKj=ggy
z6n#^nof^BDh^IoRQgh}0{NwP}7nX7LQJYENgkD=G8ePb>7Iw$b%hS6&>tPeE*w*5!
zqv*MR=)eXmv7a;%9l6Y>99K@=ZR!|!{hH}w{bUE@5>V;7jt+Xz8*qMvh{X~yDt^!z
z>Vd4u5S-9w_CvIw+~U%g{^JGM3O8&sY>Q&=-;V@H3cF+ujOJ?wRi7Ye4_14!{lk$*
zZ)wPnEyJPx2(-`<=!5RW1gTnJ1VIolK>zy@D+2pmX-62R5^`WUx$0r+DYPqo!o`qC
zBVfu^2UZ+(a169Tg#5s9w3dPZLHw??7r^T5BTm`Y$!0(yE8j*O9RETKH&dP3xxu~S
z6Vg;791+f?2KyzuRj&YSFZcO-6sn5Sn-}e72I{tvVxd%G9C8r|_CKflieNBf{6u4O
zb0%1|gI5g<3=pX>YEZD`rX17+#292LNNZ@DZ=JNruYU71ZU^@<pSHh#U!I<S%_L%4
z9{W#91RWlPQbMxHm$v~dg#o543~kgj81hc0yfIjq;^v!l-HOJQh-aYX=O1y7&vIo9
z)Uds|WZg)rs;YOA)()}q3Rkf|v9HN^Eizg=sOfxNb5(YS)jm<tp!j&b>Yxw6;ljcB
zCFp{LbL%i1giT*~?ZCYX!;tX?wDx*?dx^biDAI&41rxNl=Elg&C`hcVtS&FC79(a5
zW6i<9AOL@EuX&1Lk1wJmBJiOdA5I(rT;Ly<J!ebb&qI+GARY`|89Nkla>T{Q$gfOj
zu%H8A$0${jqv*SihZx<lZMOgQWZaj&qRe^+C&2D~usX%;&20+37n<I^+m3-THuK7(
z(2+$wbGvi*uH+Z#i#9eb$(iXLGe%L>&DifjiHU53LqkqWGkVy38<0H_+koO#%3x(h
zh2YosIXVKQV%o8%&3U=GH}2lu0dX_)i>akCvvPW$HHt_MN!r?DH3j`aU-6G1u7&^I
zm{?aUW~2LU@Ao`a-HL5ex)lOR*TkQa&`O^#aWJ{&Jmjq%JXO=V8u0N>8Fhwd)nv>{
zIPxsWTPaBV%8?52mBIA&m+`7gj1ez?E)O_xiY9W5PfbxP^j>Azxib<?ig7~GPE5)(
zaxX&9;raU7A6k~;9fvNC_86FL<l*#O0$rX5)4s6)gh&_Luk(=xH%S5Ax*54L1)kC1
zGMuXSf{Bm=HtD_cS^ISfjSH#Y=OiAPb_HWZobYW`qT`1KBh(vIY3|jH{T$Mqhf1DG
zHoR;j=f+C1S<w+rp38GX5lB9X?m#|0E$t2HQKGqzMMKI#MS?PuFfu_nA{9THCEo7E
zUDW3_%nJ$%Iss|h-@BB$x4Eh5YI8QkW1G*MnbF@%^jl4Hv@e*Qy@+~oyx#e6IM>x7
zmWJl%;jYUGOZEriRFE9hPJL&&!RqW<q}(<@C3*8=g}QnItu@K!<kRsUqr`-SU^I5W
z4pp%sWS~j#<oO~k@ikpSZhhnLNcE}$EGubj?dDq3|LM=>4V3f0yi6;uZUo%<67&x<
zdrl<h;H*Ho;uK$xgbTlqTJSN`&D2zS`P3M~#FZUBriA?t0tyj;LF3yxnf{`r8jkdY
zg)7uoZy%qPS%pbFG5USOjo{R;@_%F;a{51Ke|u_kCH434ct2GZ6(uF{$1o0_4tV%<
zcg}X{w8~|ls9iA~QvuE6lHaa7oTn4hzf{%#Efe)O;rPHX&l}e}q;FR8>1g&7cgfvA
z(546K+S8`Qay0}5RHG7A7r#px%wF9bdsdj3ON2y5+ITY~ZIFxca=ezzTL#i&)7-zB
zn&<YTYw3vV|C+I(A<>tIZ5@fw+?Yd0frLjp`D#uD=0OCZ{mX}50Q@u>kn@N``Jh}=
zg@)Pb<P$odL?cPK-|11?TA+7Q?zysmMIpAkrz~LC&4VtsJMXF+ydu(dGoN1@kz|C#
z$FmsRD=RAU$1wuxO(bgwU<~Lt0VQt2We|m}^5feGHwn~(Fc7r}i)2FbjY;i<K-B`A
z64M~uyB`SYAt4NTj<V>m)5i@ye`cl8z|^#LmzJpT_1-#8E4Xba$G_;Q^rSjR)(`Qv
zK+3EX8k-Z&&Ju9o9K{S+QLD(h#>Nd$2wxGq5sy=UTKXVnvTc~xxbP7AMBLQ|cPPn^
zU2WT*N*Bv=#pF3+_5u^)eKQgwG)y8OJ0YG2x!-}L<j27NiGDD0&CtlmMx_4tR?mLE
z`aZTF?Nn+KWIZRLDoyI)7`Y1C()8mQj?LO!tYZO;KK<(9O<EP*VnT@$8c!!~uFbrw
z<65su3ZT{6+7?u)#nKg}D=`ZBBbDD#4M*(aU>tI^KrvVn+Y(buxZncE4%Q6e<Zf@`
zui%Hv1T7J2G<TqKB4PyGv+C@|XJ?~ub6H~MtznIiTz{EE40<D$C{+qlnx)bo(z2GV
zj5ga^hGzL)dSyuWWv1(gj|b##n+RzpGH<+)oI-n4-albY`6Vz@j~dDOR!*r}*w}xm
z>;vI~xHOxaPi9%k967=(Bt(lTN$i-Ah-R*?L!AIKEro)`{IfyAlAP%1ph*JZvtLNa
z$;_$lp2xf$H$!+_uibKSzf4qS3qP|DBzOn>;{aaPv~d+zl+>o3P7la7&A6J=)3Qgd
zw=6&oeD>S<e1X3Y+sGUtIX@@&-hZuz{|H46(b%oC!=%QfoujzdqwzL{la;$lS{|5L
zh%$@~L|D$NwTVwHeHLS#R`ct)7y;Ecnz9fU8%>3cqiv45tRUgWH{5q<MS(Z65u~vN
zd~<$;RKQT5Dhox?=|O5Civm#GqJG0;PAga^L#OrbV)7->h2R!P6ssUDVa8<uI7Gcw
z1-NM3WVt|EA!;35Mo!~Jdo@xb;kk`bBlA>nobUYPt~bkZ6EX9~4a)NuE*$5J8-?3B
z@gm{2P%Z)Tj>XbU54*JePLkt5>xtu!va%>hY^5_OPY3}H@xhSw6NX7d{~1?R`JCh%
z>nI0tqIJP~Fyj>4A&h)vCS*9zZjn=tPcX%+7U=K)T-4s406|1OLVI#f?2h5H;+;n>
z2-GxnRuxw?=X)xePsaW}kn(%~(W4w-a4os669Ev)B}d$v@g3V487ZWtr6FjdBJTA{
z*V%9|psw=zP#7_1VLuX-G$c1l@Y!9!{UoTDO%p^WE?ZRSiiU>l8z?DUXZyj?LzEfc
zbfpSDCg|1;9>wGwVuz!TZ(8!Qw**lMmbxF2-5rM!6}}t;GjkyNhW7Wst+79Mf<(04
zaMM+6))7!k3dE5Fb6|(x*XqNrU)c#E|I}0nVNp&zJAukLHOH1UffErJ7-$af^*i$3
zm1JV`xm})Xe7h<o6&!NeO#31QSSfX{NZci#WrPy5;i-A`RLsIJS#*429{f29b~R%u
zNa7bshE7gJU4OzA`JO@fw3jK&nD;_IKT}v=Sn7N6<uFOl^aw_(+H-$A%x?YB)7LLX
z;3-7)xb=ayJF0ya3?K+o%$R+Ut!6uAjqz<?Q3}|{TS+S?9uv-bF%@RA!{lOX^=-35
z#6-|dMru)*i4!B<)K}xW_v!0nyG!(oO`?R}AJ=<a6Rh5|@-U}Ei7&3$Z^F0eiIqd%
z%`;IppRY#&leB#!t5u;}li<^_G<$A&;MV8-f##6A<qyX?j`zq4Ui;hgd4GiB`iJ3P
zyY4D!?|iO9rSpWe>S<XHP)s5l-U=AN3kO^s_JLEkyCcQVFYb@<;-c@WtmfQo&2l~U
zc6v6s?al0o(8rlq!$`#{5fBX6PbADJnsd#VDHv<K)N#Hw*m(UEpUMsfiK|SjL#69k
z0!iE1*+UW3%n5&jrKKL%t3TLc=>2+fZug8_U^HKHcG&%fjhj1$NULGLiF%v>1InO3
zCaNle;2|O+f`}fC!+LF8_7m8(1WC%!#H0brd@un%?d3|Wg5Z7AR*nrIeW1-rxI?*g
zErJBpfa(KL4xbXzuJ+Sg{3!!?%GI)V0D{O#K`nbIf%*?9TyAVu+O^r2pl{lQk4yQB
z3uYV$<1M_}=zCG4$Mt4t@P&&PGs?@^F_a+X*{zI`Pvi9|IkA#Em(S^JK6K_k{s!67
zhPsF&`_EPe5@{_lOb%5QWU#@wQ}<nw{y!}!p4Z<$jsg(3Ng(0|@VEu|iCAGEa35v@
zm%TxGJU^57#1bs1a<5+p391m#B2>(!O9!7kc+iFkv1Pq?-*yH{{QDN@3U4SWJFa~(
z{n;%_h2~5VCb_-w7&gf7nialKa<fi&aiik$<wr!bEY)rC(xo@nyyHD=>jC=+`Y8L6
ztLLk~;KIhW2LpxwjoRY`Qyik%4rYTQ=xHPpF&jiViX-U2i=UKuU40N~f;S73g_Ah*
z1jq;i0`h@922LiphyGi6Qjqi?n}(rkf%iikXWtV$G|AZKMqH;3@dZvl0hNE@<l+gj
zrV{xaIlWgZdHbrKQ!lR`yi&Q3Qo}s*`qZ0XKaI{28tWbITkbOZjizQTmBjkj58Ij|
zlSafvT}nX$l@xHugpie=2<@)_)21Qvp77>arF24uNV{bVQIUhSgVaQG%oH3bgK6@w
zeBc`><gYz}44(9=(pX9=M*GC4Kiy>x>P{?RzVa1TyF^46h(=B1<oso~ianjRzB=q2
zx|$v-8x`!g_`n^FgGg}#nrgW*dHM6V)AuL`OvbCqZ3f>6`zKbrCokoKbn+JsU}L3o
zZI8;=G;cgOsol3Rs*y9UnrK4)NPHfYZ)Ek#ty|&YaiBwlvDZ0FaKS#OA|XGjIAu5y
z85s$YY79IO{xQ0O>`YBf%U!_N!6i14&@-&;6Zsp1-2bNw!V}MiPScKOw3M}3UR)#!
z+HbqZ-~MIgHnyE<)v?0o5q%fHOQDJx`lsV(Feachc|&QYtaY@?ZZf#na5o{Q*Zf#(
zS$kZPld*{uSvXrOxIsqR^y)JS4OH=Oh7-`=n9V(SAcMcPu{o@V6ch9L>12IZ;0v3;
z680yqTa0F3ZjIv26uP??tMeR=3FeW6-NQTAt0WTPJaAc0SWwVEB!n6fyn;6KAowE0
z#2L)Btiy(}IIG>J=IrPee#(kE_rATFjfh56PHt{JavgJP>&-ek@AS`Dw2C!p8XMCB
zwkfz?qs`WGYZ41shpvc)g~e&_4wK(iUC-=RI*wnl4baM5{gSWq9~t}c>#r4Oxz-MH
z?~Ap(ZnIV7Z~gpQ<MDoVCf?r#@J(Z`AJ*~C?|Ch3MP!9QEt!R6P_3ieqto{SnG=l0
zA!?s^=Dzx~s9tLEy_y}rnHe__%sY4PbQ=*6R+pN#_aA{vESV0}p4FAVa@9VpDDuVm
zHIGBjEWEnxym3Wy@|y$)B_4R;m)E@8b5^rMy4Agxjm;c9VF6RpDUr8$P9ky6dwb})
z?Q+j4xjS9*<#o1hrV5Vcq87-jl%@`3*yDJXmBr-M%xv+ilhxM}7?<J<nvk{z0R00y
z<G6)4OoGs51EkU>DuYZK&@WQfX1nd&+)u=sc>W`<|7W0c#Amg<z6b<hMkb~%V<X#V
zH-*Fz-P7>!L^GXioR6OkdTU2Ny3nKMFc^-#+&#0_@om&6j(PpM5?yP1om)lf^>;F*
z;<!c-$M*>db-8LAiyS(%9V%TgT+vS%=!)DQK`M>S$wd-QkX~10`1z^ulUFS*H-Ibz
zZr&by`*t9}D>7dk0SJICG+3U21j`a;gm)xuSz#gOwEWeGAhu(m?hOo1AejRg0FrYD
zQ_~)s)kNd!v;s|wc4#XI^D%_K4LpJfg)^YxVB{0{s~Y3qUO(M`iRE~UpS%Qb$?>$S
zVI_KtwuXz|v%xiwXm@CFYPG95=d08uJ?&vo_5Zy7TUuo4QIBx}_(ePnG>`;LAN@i;
zaRMe>RGgd>dtWE8Ni81321Eq3!t$42n~JWyIV^(Y^wsOv$AN)UOzT^`u;~#3=cj&f
zaOd)}+OcYfcEuW0Cd6|?5o-Z4Cvbr=<Ud;Med}MR_}688*PhSZ)fUR81~(%YkB<C^
z54?F2LF2~HEs=>rO4S4qcz%BD#E+StErdJ82yTyZD}rtXuOW7+E9^wT#-9;t6TfI>
z6#$GCXN?L_%THuUQBWWWwdt{PaD)?e9NbNgD=3fvE7E@*D2w?sWUYf7X{Trq;qB<E
zt#U}K;(^>Iqy0NVmt7|v%fyv#CJ3LG2#(BFYl^NY6iWQq+-hm~`^QUxCsE4eL2)|)
zRbforTmZ_!kK_`))sHFRRDS5{I@77lI?*m2LGA{kD5?p6v@k62-UzcGu%wQmY(6vV
zo)e?Mb6JAEe>YQ@7^Y1km*Y8lwDR?=t;P>daHi_($!)2}xKXwqhshOuC<{ywn}33l
zJT^Wa09t5UlH?ZL&_o%>94)Z!^(kexy_XOEf1?yf*-sfg2@DCj#xnR@;+cB;@Gw^m
z%y2RXet>)k0~>qidpPx$;QgtkXuR8hkx+|Ot8d!Fvy^%DlqX%W=|LXvqkZF+7yb3$
zDS-VUntRP5UB~@kZwgDgG3E2MWxl?<TkZ{al3;LXfh|CcYy-tQ3X(<PeBb4qAr#zD
z8$`eci_nUSL7@luH=y~tqa)GzIqLc~l+DbG5jE$D|F%A00cKwXE@I~YXnlD7x*Ejr
z3<nG!@e<%E!eSVv1;9?i&&15oFqE*xc>Q`az|QHxibJR{Hz^d^s$9IdH<)e*CDCS~
zLem7JtqS1^h1z0YTi6B?g2&4e>vzUKhNb=?+90wa`Oh>OXchSF4ZbL-j}dEs|5zba
z0MU6;J_P8UIhu#aW)$(bghAqSls$cfF~RujW8A+|jW<aP9}$-*jfv~sog2qDah%b`
zpqu}<;eOajHo%P?xYfsAor(u1CT>!E28f#T;bk`SsifiZc+D+4v?5BTk2vPUTB;V)
z=qCpheT*uyId&512uHH-BS|y@u4-f^eL<fs03AC_+#=l12x$@=KTc(8+!O}J4}&Ix
z@r+)f%cPhM9TEiK>*9oulYjs}D7JXrO>o{QvVeyGTo|yv6P09d44@f&LBRSb(g=?y
zf-6f9&*w&J=si6>y<jbc72kxO1RZ=Rpi{^MTfhC6oUH6Tpm$3^Eofv1l$J`O?F2ug
z1^DQV*7{QoZePPF6M~S9ww9gPG1yj@`__z|ib4t-h=fG?&tL1XO9H>`F5mlInSyt-
z3HRA_SJoB+62UK(w+h}Yixt!_<pBTlKI=}h@yzc`OWm+6=C@S+f{CPw*1g^$iSp~K
z*DySgg5b~+)zS2{%EV3ec-7!c4Qfw#7(*qN?t5~!gbT9p?EFu4TYu`Etv|V$Pq%lz
zaJqWEwrS9C_G#%9^xZNtCI!t`wn7U|!1$yO+w(EigHTWb9Ns#|&l<6SYKD)8CrxSU
z$M^4Oosil84;V8IJBna@6JH?ch64;`iIE7r@uwFEyIUmcC!uI2l123P5!W&_Qsqg0
zu;}jgwD(u2Wg)e<x6=l_#PHN2^rs$={z0xh_WARNX-_BAQpz<l*xhO`xO1}|GDa>D
zw#e}1)0$?r#8DueI51ljE=&K=e{=>B)-;ytpWueK3DJJ&{z}F6bc;w}jyU(wV0`NP
zwzrx<YxG+8C`c{O;A4&x4;ICtG;wo(yy~V05fLo;XQCX%Ga&<4^c`BaIC@_w>*xMc
z8$!-C6iV3W=G{NZ>D>@7cL~5MZmJ>}*OB~y?foyT&ZCHpHfS2QF%j<s9T?+|%|5?6
zK}$Hh=;i4<4d8qOl}yjbphR<yl;)@o%U~pc*S-t90pv5@9Mg<oO<-q4EdXDF9A^|&
zTZq!z6~3RPwjl^D2!%VM<l~nX7qw@0&UD`o^CA2IEgNZw1_!KUJ|@T<Ju0O5>I-m8
zf?ooV!!(Me_+nu7)WW_QIcvSwD_aQ0X%i*KQd)tyYRi3tk=8x9+Jq9FixBcqK>4S*
zmfy~*uH^y;MCkRAb!w0KZ#*-Gk}Woo^AnGREv&nanh9U1+V;QjIOa{NhngU{xq+sP
z6nk9@#xQ5qEf8oN$<4F%;SR#l6pgcmF4Y4)AK;~Q`_KB*zpvb7x!!jj#Nds=8eeY2
z2Qu7f&<YC1<<`4HWbn@a3zBmJ^;UVMQ~!Nz)860lo<F7;5#nyZs3$1Yed}kKx*@OB
z)3{#@4ZX6m@n$Q!*G55Z6&lEHlmv*EE|jSI=-tFk|ILdf4KbGv@x&jT|CL0q56)-T
z)tel;v&k{vHEid74I1ZnEz=IO_m~ajbR~hF1JsO)ph3W5slF0#=Hq)a-<O~v^!S|n
ze?YV??~s=Ke}QN%l;z!A&qY@Vi6Jpq5N{RwI@oe`P9G`llzgzPScB<d`O=hn_#NWQ
zA<(0#UQl=0sx<4tgW5N5)Rs0#F?44xzqx7I=SenhZm2&kD_Ec$%eL{yTWa0?S`|M;
zO0kdk!jsW#S5=hfuM6`|&$@p80#nUc#HHDD+Fn06k>0@H!6M}B$P?Rlys=i6mYTRm
zpj+v6{|Hr*8zASrtWnS3KLk;h5cf82S+BoK?_q@22-|R81{x&xm{5Q&3%!Ph2Ehse
zP7jLr@&Dfl8pv5pe)%<Pp5LmWjr>Ugu=4Wa^IX@huUlHkn5~6q3&xrwrV<$%8m8eN
zHBDMwT_qa2XmCg0n_huz2ab<pdw*{{pWYfo=EZygMlP;x2M!$YT6oFkw)koDb$R#q
z>4fByoE}^C3pW-$QOn}4(92qVweKBS`7G<HFL4?v9Mi{H4tgv61Jn%m??@ogbI!XL
z+wKHCaX4GZD{#52jQ@8q&8e6NcYdrf{g~-iA9&rB3mqri2)hUV681#|(hdDo?xH(h
zDv3n&-_iU952)}$D{IiBXheQYL!kqn>yJ5a@Umh@`sOwsC7tBWm981OM>T;5sWd_z
zfxG@sK&=MiD4<(M+4Mia9Ek`Mcn{*h8(F8SDiZde4afHj^W4SCx`~8=!@H%=@rjCV
z1^b6otM+3H2_tT`4<~q~qT0d@#xEzg3$AglJ-NF&9Vc4i%YE17i8>M38j)9H{(0`D
z)1W=N%Z3-L7;7y4B|AG8`z0$4-0xK!(X3FM(9XmDYHI0bfAP3i<%L<O!EX;6d5Xwv
zB^2vawUE=q4;$=eDnif_k5lQU6|~*OmbleYDWc%c(~U7ko-5}k^gbRPD3LHj*7Ox^
z-2CEV?X$1-gu@i;QM*I+2fje}!_w~(pj<2?tt@LP;>>JKjn^LeE>rY>RrV!dHLh*j
zt4yJYuoIP(=0Qo66bVHGBF(AQAPu5HX(FZ4AeuBQB8?)AQWni6h2}xhKqaBM^qn`}
z{qAr4kKb|ZW4Cu&t@S+jbKlo>Ugr?tW?ZXfw2nFy-_?jyrEb$;LIuWEuUM&8V+qk#
zucKJfBY$WnR5=_88_Z157%Orfw_88uAnP)cyT*a{Xiu_L17~_9pJ2r2riPJxxz1|2
zL3x+VM+t^89}QBY_)Ig3*KGFV7uhw%K)*#m%Q1z`d9AGL&vzGZ<sRDvgHXIdvg5xj
zEhVFaRs{Q=DSP>vplINS>L_bFFrlG>?RjETvfgH<rQaUC=-}(+Phqy0ZMXkRHI)0o
z-l>co!J1s9Ws0jV2Ho=9VaV9znBp6>jFC|h_;q8N_5$cQAm#KRZYm2h<oG>9i91dv
zNMCHLKMF(_emSqX>gwcnkInWDx6#HN`c}4nz*N(du2_?9-HPVIF(I(E2OeSrw&r`j
zhySnfxTDa{dxE4)>~b(*LZ=tJ4(Oib%NL!DLE*f(gGwM%7B;XLzn-h4bB*Mud0Q=A
zm#*&}^hK>zZ5`KDb?_2pm$|6x>_4x`b<w58!Ze6Ofx*HW73p4s96d>G)kJZVyV_OP
z;u1eMt*;QiY5b}3j6J)=3d>Fxjke0ocdg&U%if7YBEy@J^bzsLt872Hb9u@>fGf~T
z+eOYTT&Nb$@HE`pp~;;Re1liK%+}F)p^UEoR%i7s0WmUMU+RXfFTN62kW5*>cQ>Tk
z7OEG%SHoFoAE6U37Qt2*W=wF(Ge4f<z*3cYHmc8<o9{DWoErS??Lt`0ZipF9Ben#s
z%)Mp7%Ge6u4&gFR%5Exoq1mR)<rS>iGh(xVN~hk_u@2v5bLeSbwb1nJ3oxmhZ}FGW
z)(&o!&CbmU*{_85R@~$X9EpysOtgvMSd)+%y<Pb9H5LV5I^s3~IyMN=9XBGrGr!x#
zcPII#QQzf5Kh}>flQWb(i2cIl|7e_VD>l23RrI1aZS&`h(<N9zA368N5rTF>LO}sr
zx%|d}FXP*9{V?A$nW2Afc7hWhsfdu*Ff;;}uSxqaw0NM?L0rl2pz{CCxI5dG=7t7(
zvAn!IHro=6<}oRNI@yyZ1tbLQp=D|5>7<>(NkND?M$woN7$d!ka0USHfUA)jr!pEk
z{7C79M53Ij@p}Vz_|p8?7<Rao8jP}k`L{>=9FJ}}e>g?bQ4Kd*21t;5v^*vAVsFnJ
z^_`NylYQ;=tXjHJmb)x2l4g>Or-}V8NSEFYm;(cxVOqTZh7wPEt%DmlHCORr$>0}}
zy&eR|!~pL-W<O_Y_favCKt`95$z7L@2*8)TYB9)Pi|UGM`yc&jKVV+oE`>a6!uf-q
z+W$A91D193ev&%Jj(K8Cj7Ux5V@MJd3CsY4zvMW9FNF$wcl-94hF3oGC_-3-!M_^E
zQ$_RcllIc7N_KpviXzw)*Hbk0^wNGj+kC?pHQaT~3N)1>&ttsQGQPuQ8|DkT;xD~M
z1H6Xb`@Ip7(LDSe!OE3L@pvvMB&2KK*~oiCNeep!NX26rVj?1@n5hh*7al@<u@MII
z$Fw{UoUr&3nM0JZqEp)d9j6gyw&sv5nbKdrWNKpaR@&ykfyE0-F!$Eu+l|t`rn=hy
z-P^ae)f2;Q<(RufVu=5JeB2CrR;qE<E!~xu=DxmIX@&9!?M;BgQ1gx9j=~6CLs$i3
z?p3pqojnqKs_&ztMo>0UW3wyf4QG%xa1BE=^%^AEp{WtLI{{N-6VNoQKU-@?&bnC-
zJwD?*JK+kC*fLfsi4UeU!<!`E8a-AGu-@udugn6($I)*{Adx~7h5^<jiL?*qZ6ng5
z({b`DW<xBNWgJOc%YIH-r)xjH>Qd){;W1t;x~D;VLOqB-%uxUKzYl;_eu`FoR~Mv>
z+|N=G3`>!AXsus|_DLiH=8?^?gUH7~<!u3slSJm@1{;dfWEdxhcIxKLM;&rL);E1v
z#KcPj65QDN&p!OQ_Gtl`WqkLOCP(`_Sht(p&I!49l1#3N88muae9BVH2AWNRy{}zc
zM!cL!%Z?@0J=8wC{=<~39H@oYaZ|XlkSMm(KP-p}n{c8~H-DX*=%Rx2hd7on+OM9p
zTC6w#`3HmuM0!%pMJObH6isd3Wt0*<An8ngDI9q}Frd{x`-lBRM}cw~h}3gnfZ~8t
z&~Ol-piK%wE6hD#qUh{A<qkZ?$ikxKeHVf@qvtxai3c<m^(kOS#H;F2h8!rH#8Ea^
zA3WJfSGgu{9x!`>wgQD~mm+lx+Mi|1PYn5IK!N7UG178XQsMYb?W%pZeV9}o63c&N
z=@npPLpa6o1op4mqAwi5s23c;E^6`6TV<lv;fWRKbCaMRgPrP+UrHQ|AvkVye59if
zUX$aiVV_8jNUimTfu{G@yLT2X2{F8A(55`&lT2SxoZez5<4EUK<?t@xzw>UqVUoRg
z;t%sCe|h>NRE(60>F?m7QK!E3P9g@E89ttrf#xi3GPMA;o0HH!bGy)albMVHh@*sI
zhHqR44~4iUL#oEW$oNrooL$B~d7>T9(;&+Tga+W$+I0NsT1oo_8<RTu7jND?uAle-
zIuZP;m@;;3+h+M~?zA8F6k@OqOx@PbZXbG`ldsWxH|DPwmyqx*D%wqE0M>vB*XH1m
z=x%IjdGNZ!AA&EDRfq5987@}&k^Ro`n0<&;)s{V<9w~GFFAc0HPD7uJ-aQ{PBEN$P
z98PMwZkl)VQ|E115<VE+N4ea*T@%9PrUBBHVb_Z1(d--*f>d*-<|1=W-ltm?+LSdy
zJvKB;Xg%(C{l4aXXKG6{rqo;*oP*Z5Xj9?NXWy!Xz$>@;VJx<0Sv^uc*71eByY_Gi
zg{VBy`L2zVJ@k)0_mSt*acL1@VZs~(DncoN`Q=u$86<)LJbNOP2hbXJs0j}Y5v;<E
z^A0wx=4WoZ5S3X!5aNhxKIv70C@d}a!gmd(oulA-zQ?${3|`&#J-L}UIXSK$gtOR_
z{4m{RS)o3AqCC>vTlpg>NmaaVVi9R+X~}vGrROV4#>TU+Xwkmj*4x&9XPLGL8DtTX
zOp}2N6Xl`vcQb<7U^C;E!!ps_bru6Zv>>*Sr?PI?klX6~Spx|hZ!CF@FMH5wmYt+d
zY0Hgo+<ED*gNmmm*=s*E@7H9on2tGwt8)Mv;`WYt=eso4E7(@yV$pnRp%7TNVFe31
zo;tHo^7xG4PpSoyqrt^bNiuC{G|$g_jL($yjOJ~a0jd830Jxp@1I%b@iHQVp;4yR^
z-T(N_TFhJV#E`BO*N>1Bk$c}fAomMpns>i4Nb)rZ%Cw8A))a0J2<wDk;x?$H1Rw-h
zn+4(_0o8UaJdgNSetv#}Mp6j1_-}7xRsTvMlfZ>zPG8^C5y(9zz$f|QO+N^9QytZq
zSo}+|$J9GYRBRJ9UAwo0I?!j6K74n8*E*EYmsr9MUrW|Irjc**9^q7{MAvM3d_3_6
zmgCS_m<J%98o1rk+<>}%?#-L&G1qg*$;`+&0RH(z0V35d4c$x3G8>*I>%${M_tL@Q
zr8>8!!_Vb@;BMBxwCE>2*@W-^<<)%Ql-SjkOd2vP$8K=$YoYp;8e`rOc4+M#ne~zM
z86qA!O~!SK;Wy>SLhc{U_``(3CA{1p=b~m5A7OBDDP#yQ(Z}bzeVj_2D;PE5|8ml0
z3J}D5kZo{<K^h}+dg$C00D49{q_t9)p5g3*e=4E=0zch)s)QnJ@RSw6cKYLD*_1FX
z;f#>$KnK_fVHLN4+_-FfxBh9_%a@WZ+wVS@NO9!2To8Z44lfQU2wZw%hm1)I4W}US
zyWO+y1kS0%vt7^HrO0lN5+Q#BNg$-*gn@az!z(e5u2N(1g`T|bGuv0QE(q3}mftkT
zbL+V0tNc&4$^0ct7MM~OTr&>;(0?n5a!Hxu9+!UH(Si1y?+al_G|W8cxw!xH1?g1Q
zxbRDUtC*xSBVOx0Fjy1CD;9x@!UwgEw*vu)u~%FJ$l;NdtS`D~@nU)k)Hi`(YG5%X
z+gtJR@qsE$h(cEuGtnT@`J5hHS+1(g<8U^)%c+NnAO^$*4hIOVXxMh&&nXa=J1iJ>
zej*OkCVXH8c)gqyjoo?9Q|S7~w%LC9`O8|ueN{<lQzxgVk6kF`WnDUn)TAo`G}qb~
zb#C+e1)$FaLsiwKBaLvI_5z30SL6T5si$eEQxA8Gwnv?=Z-PatD2r|FaS5K?H$Oxx
zt}^CmdGB8*clmA#Be14pgU)!a!dg2kDi}~!0-(AAFH%dLw-1nn(>;dv`Y13Fq*uQM
zCIWvbf-Qsndf*?-a#rX9pK*Q5-%mKW!13Tu@d52D*=a$nc?fEEXhd~u<6jV#D~Iqt
zFD+dJ<c<!kbf6@J5PMy2+IN?ksc90;c|A2bB}D<IJ;cF15$POoTiJ)_VSJ?PItT~1
z@80z~eAwAp8f<Q2Vhk$->`@Ddbvua%!I+fdL=1#66rlpAB1J(|jk(=2zp|iFWW9ik
z%!Q^OYC!0C0Nx%FQrAFy7{LtyVsl`4qLpjIj-z@huIidKYe-rI89Mo{;y!}f7eE9d
z2NIm(EB0Ik@HRm1ar%@LK_(F}sw2r+TC1LH9-vTo_A4vyJ)UJuj7hda#@~*ejywtw
z%YRnQ{O8E|&1v^Q%PMAG`>Uhx<nv8qDNcT+UxzbW1`k-uxcdsY6;Vp&?)gryJ?{J7
zTG{Q?*a-k9=)PfxT_e-m@GpkfvKH{iNd<v=3ogwc2&M)+7yDtwZrhuNcDsL*yZ#VF
z2}2*HX|zKeP*x%y!H$W5oCA1iP@Z%~azKm3SQCKK^W>v<PMMjNh0)=rm;G0CO1tK7
zbSm$BB~n223+%faK%@789DoWz2()9wA7CrSB%oGu!5E21LICOQ7*EG;Ks-{&sRM<T
zT`%0eL-HD5qXQw;2^kfx6Eg?^<d$Yw%t6#vho&rq;D>u|vQi^3#$V7xB>TVf#%ZlO
z`5EkpjG=i_%O4IX@A4K^Vl!IqRP_F;<zw^IqA8uf-Tq^a>5GF2O+tVmp%JvFzFr$3
z4nYMCWTu2&<>a9UGxFWc-C;1jO0gLRM@CkjXiiT{!vW3&{td?1yu~}d`H#bpg6<E<
zr2t1~aQ#!hzCDMJPiS1k@tk}DI2~azzrc;ju;sw<N6>EP52H?`X~f(FCo^#u+x!Rj
zLJB*~3z#e|Ek#AXoihg^og}spzzm?UG03FN=xit?%!W|dF+cEv@7Y>d&51ZQMUOxf
zbA<oY3mT0=f?)g04nvx^1Sbw&26byiMMViJykL-kQ3_%fw1nh@AZaDPXQ=hba?)&q
zg|i$4VRAI!r0efojyEz3)}RxDzQs){nE$0c*fsK0<E#v>BG$-Nko(Ns>kRvT^37W_
zvCFI}%sESJXu@10?5{&otA0u8)8L}lPK#ob&B`s^nC*@ft^DNM2apw~Ut*_?AA$1#
z?GyewVd8OZ=-VU~L9k!6nEauKNwNKJ(9pKG0SwIgq3^#5cwRygWTb?0>0O~UB2V)6
zY|bniX9Iyg2wmm^3L)vD)IwDgETp0P259N%8+G|}nZ3OYSaA901^(cKCVQ2^*7YVZ
zqEG~sn*MmKUUYTE?|Ov}iAetl#Tg(kd9PR!d1E+;NMIi!2LqzUbs>}LWp-gVuGVt4
zE`7GScHwY$*1ZpLIjeB}0fZ6}%Nq9>pvmN@LuIp}qZnsBUIyGd%>o5pgh?Qa18n?5
zJ=6*v4fMY!PIw0dFoKspXyQ#yMErH!$f(Rcxi=eMy?JQ#;{C`-=8+?(Jw-h<Q(Wtq
zMxzoA#U0Q8$tH86Yr}NL9Fg$;n=bcB=V*jPlVQgU?`gjy{EA181k=*KfzyM9auA-M
z>ogAd{uC4zehJ0cs=xm7!EysD6^5>@I|U<rMH5B+pAe=q-al!JVAn**q<5Y^jqxu~
zVmPV>7ZCytVuFaH>p%S<icCUZkCS!wB%2Nh4}fE7DDOTmoZjRmscvR=FDGOV1DBUA
z@SXx+L6f>$JI->TwYxuT!mNP*kGDX9+V9s_5YH<Btb5E);TJdgF~_SYUw<}&RbtxR
zatUDSS2ujtB~=>uafPT~6pfb*V@_;Kw%Tlcd3MH{KVfie5pfbZxQUtM-4L?435#lD
z+$HTc5JrHIKpSp<e#MROU&`=kG0ZhEh$sP(;lKg=^}LFl$lr1f<*PLcAj2#CIJj6z
zKHh8xF3>CT<rfstQ%-*Uw7QHHXa#5v_cXk-1WDwLO+Sp|&<|<!H|%GyU=34^f(eo=
zx~4BKYLY$xHu*-KWU)m)hk+!d>TQ)r5ecyhWI_0vU$JP|@wZG}L;c`VE>&brKK`vl
zR}rE9x)g5~(qDe1zY%Z`XyHU(ZTHuka0&d_)o3vVUq?hjt`FsF(0tva{rg%n)UO6W
z_xo$#aClDqxyIREWx)^pTsIftJWHBb>tBk1l0C}GetXCG?zw(KfCkH+sRq83kIL>H
zNlR4+k0n{r4;0>0XB0OK<(os2%dze1RiUcKximr`H>ZFW?Gvtn-(sy{VIhErFgunp
zR>72o%j@(>yDDCeI|r|wA+u2cTUy%M0=qL6e;fAw+LU#5bB`_Ce*IgLJgy+6_i%jj
zO};W#Ft?Bzp{B7^c3;?|rME|-<iuaP9*z6q!_{{f%ufxeqst?saL#3)?J`KBVwc@e
z6OkuX74ehY&`>eAh6dTA)mn3Jk4n+~(0{{s^_Eyw2)^g~;O70laMd6DH~zj5u)qHO
zb>f!eTyN;GxlVozQO9(Tuv^#m9`+#e^{NQ`e%bZ(`)2jXeKz{#$b_pARl~AqY}20?
z5J^}k@&CH)|K+!la}wnl?&LN1xoI?=N86N-RX#GU{$){zPCh$UI0;&-9ukWMY7h`3
zkSy*${GY<lvO~1CNQPyCn)-HX2(#ye*q2goz^txElZnet)*Q;*{W>~PG%4&hw{~3+
zg*_c9Y9M~;!9O~O&V85UGXzrRAeV{8)>5Ff_It;Lt^_De+7+Ww#_n{TL@q0*ywJYw
zIO`$6p}{u~3>|{kVD@_VVJ#{GacJ9aMMcq&1Bk=_-LW&#;gOMkKv8LsR}<O>bR%+8
zA6Xz9^B(>opiX)CZyFJBm@%6W@W}!2zQEInIk{H$=~Y<llF_f%z3!jk-uLwS)|cNj
zPge1y1Y5L#N1g@hkSmA{MD<EfPftRzKKAxn?6MFXMIaQ64<;@kY|ffbS>QLZ^>=Vr
zF$y3;CWzi~mUPu{3B26>!skv(%ApqmC)6~i=r4f+!td$`JHFJ#8p%(Ab&(MWyqaWD
zNE2gFOs!$6XA}LuxUk+WJ-#Dd8n2`M*i69Hpuqh*I(!$`@fLG1Ob&qCb9Dv#HA07J
z$~0VZJ3c-vflb1MfuL&;CUj$n{Sr_HVe0=Mv2OSk1Qh*45F)NpME6N5a*`Zsv%#&J
zg@UV0kQ&sH4=xlT7!tG>SThjiCsF$l)B%NYN_VK>!LE_(jH7Zi=4#zofe_aE6et#@
zE_~7Z@<eg75ty-7AoA;|gq<O`ZXGl8?O~H-CQ1&bLtma87c@mvF$65AKOA_EI5>mj
zsDRFJd5e6vdd5l>21r^2#*&Wm^#a@*aSDk>3=nTIr&?Ln5cgV}Xxs-0iZB<~Ufs&$
zt&gXS1G3PQJf8aAZz*>4jIp_SIm)dwTXB_Ik){VtvkK2@0ID;Xmqo_LvZrQb^yO%S
zVTydgcbcoia&UM1hKFm58vA9f+j0V1nw#HhyW_wu>;J9|n~vNeFgB?;UYAY1-G0^H
z!z6iP)m5F&Gj~)H*GY)1_ERMHh)CxD-L&hdM1IBsSO70c`=RDl0M9{g3eO3-D+MVO
z_^Kx++p+Nxx9p<%cFHDE(G^&`M2`&khnRkn1xQAe6!2^)d(aEMG|r;+_d+FynR3ze
z)41A*b`&3AwfJIDQ!8(7!Iu2`z&9N*EKi}4L5)og?&q$WSCiqZhE`q?-T{zU{h|sZ
zi}}hC{*O5upsaz44Fm4v^t*ydd3jphJ4_jzFKQx99vnY9bUZdKBu4PqG1?RQ0k(b5
z<mnmv<!G;~bgjdcvHvB`&bk6b_4enX<mKgouz2$DgJb%jYZ1Q(LY(e$n_wp<!g$D0
zMW5MaafWN&igDO(fl0^O3q#G9Q8K}|ZTn7mOpq4qmq=hcyjDta#r+ZMcpIo1#UwuB
z2!GnP9EEtf%;|57D5UGak`KVYjq%ARi|1$LRbpjM_zPIaVGki=bL`6`s+Gw1P`a&u
zX>NKNjRPYZQINbg2?;F+&fMSF3xv^yJv8%;!>3Q5CXwm-wNdx%x#}Og)yL|~W!Hb6
zyAi|HevtK;bLw)_)u<s_10j-vRTy#KBXV{kN``!f2%EEGB^$iZ$r>U5lCbs(WgVEN
z9z@LmEL+ud9utTPJr+W7BEX{8Wa=G+i18(^E;g@~Dv=V4h!zP2*13r<`XWi$&R}v8
z|48I(5=%>>$_Eaf9h)ZA4RvHP3qxN^F#z;)ZDKmv3=v|6Wq28o4~UW)RPtL_3PNjH
zC?vaw5Jz{O+l-bfDJgVE+7{={iXn^-p1$*zs8qUR&b<tS3jEw>MN2Sw#W5Co5-K?M
z_{o#~;P3~>#bw}F^PYW7zSrK~p4STuj3j?$ho&^vXHgIS78tW5=^Bh?w(Y2eVZpgc
zPL2Zwc7J$bL4g8f)yc_9-2xHMW?!*Yopd9Lu|4A-i?KyUDH-?^+Wh1sg+lb@@P{N#
z5h}uK1|FKz@4M!I?)U|AN<q~B@#hG#(7-dZ|J1MuB|RCckz6Tg>VVcY>bldt9_UZ9
ziX)^R5)39OnXUG4g<Gu#6`yHPk?-w+xKN{kiG$PboJOa6(?vs-VeGjdb2AV@f4R+~
zivEDk8PfK8<Epo*An1YycOq|KU>od1@hb#fZJ<~nBfq_FHWWfQm35mweqVl987oma
z!;%41Nfwy)Xlii+sREPOyG{rl1kiDrIp^(RnbUXg-lbep^Dr2@aVQC$bz@uIq4=HB
z($I)!))%+-+&_cl2MVzopzHx{8M8ec9QnlW7KFp)yLJ^e*41={R%)PA#%T#O%nO^<
z<+_tknHtJvw{Jmg6&`#IUp0WSq&2e#Q1Rr^?bZ8=<r|u281{*rjZX@bP)_Gk@NEEU
zQHprBW>g0)SXIqndR0P4ur`tFQ?v&(M8cw?L70g>1bqF-*O#GhU;y#M-?C$~&G3m#
zvD(bYKa^&er&MBKRs%+09V-<Up>kB5$yQK84WX16BEzlD&Q8K%s1`V@N1YPHPeVq+
zaac*|6gEPDwA3_Q<uv%*q~S1aQ$G6|8{n<LKqh1!QsIx%Zb&etTELKzu+%0DZYUIt
zQCkS}@F@B}u+h<&I;5^{E~J@uN?BQ1n49~`a943W8OFiW!9uz>a0Ua7W_Z(RVYo+R
zGUUHmua{FnJv0sY)NgL;i$zrTY^rYqu`5UEQAr3BfZVmw|K<(uMJAWsxpPK<G^u!a
zt#E~F+S_B?=I17K)ZFIaf>=Q&W$3q>(Tc8hKY4yS9Q9}+Xd{IXuIK{5ew>~CF=G@F
zaslFHs7$m#h1E7O;W@0VY;-VaqY)fetgwmcs5$rinEP45Ji^VG_4HksgrA^^%zNAy
zqqw*@75+7kaK1YJoOQ;*u!XctFma-SvxDgJpdw5hgm>@OZ>v03g}!zDB^eKNVgcgX
z6|I=J-OA6)+lnI=;jmjV7QNS@xMLr6DkVAj6yWii%1XcW8#Zji3_%K3DzRd-pQ~3=
zz><}+i3Z{^j*L)$Xc@)v+knyU^p4)D|MvJZfc}_)vp&wvHOD?%Q(o>PqLb|l2N}y9
z-KtJNHY1_wVOi!)UL7LJ0HI0NH+6MY%=$$a!<dl2KI85%@cJ^$ilcYCP98BTgagb&
z@UtcGE=jyQik^52fl^h>X?3p@r?#T#3#hy&^gv7<P1nbq%9<Jzu-ajiVpdaMe`5}y
zpc%R&7e5<bw`cMaFR|2x&pITjd=S4!y<@kO^oVed47@G=&&r+q?;;!t3%|cUy_7hI
z{rXz*FxdV7=qdlVGJQKn*WeHDJ9_lSq4G#bp|R_yhD%zI2rt+@bnxclz<B{ffQIR%
zDW<@(042sAs8eP@6mXPAA1sXs8#BE>>Aa65Y+@0+0{i-hj~*#tJdz9WhY|P?e0xte
zYZ@#qg#7q#%6+t^dJj~UmjJ^9rlO%|y?ptyR?$U=)cBM7D=>3G<4(ozJ0snxE<fjm
ziz}7iagfu^3p~pN9P=XmTfCU{pR?{m)k5Mq%{xFJUXIRF)^+mXyH}hbiE&&%*?$&V
z<aEbZea9|D-eDBHprnDzqO_Z!FA&YZb@W`dTD%++JRS7%Z0XP>w12~qOoK52ur|*l
z{9YKGILR8M-Ww_B^ms{5^b4KNOQ3ex=`t?d2`(%Q$ew(5erJK>!wJ3!CH<-W64@T}
z?f|0hRSp+i7zrYZ0Kl-C)y_+~6i?!Uf$zrz(6|KS$2yTZfL7o+U578mVjMVU-$@d_
zJGPBw#1P2Z)+I|z&pc9z=S+S6hBoyM(;$iDb}rQf-10HhTHc7_`tadHo+%D!C-C9A
zG1tJjSxA@@rS-&otNuFJ(XPNnAt2WPaxjSv7nr2PaA@W*4{@hp#%^b8YfIk5$}+7x
zpLPM;BNE1%7-<$b?h+?d;(Gmy-C9w&8(ZZ@JnuvfPJEh{2?Iz#3q*{hu$l?;A2W>v
z+YI2F0jM<axFR;-IYudf<?7P$kd_0OBZ&5n9l2%>)r7#O7PIp*w1az%q`_k+Gg$&!
z15zUI7itZh;6cbC#^Z_uaSb`pnls@mhTX4M&;&t%A~F}gFaowj^>zy6wq<R_utrCT
zax&x-j~BCB4=kuKq3<c0=-h`5l$A;l*f^Ij(%^WVYjOb_3kP;wn;5KYfPbmS$<k2(
zkzazoC!61G`qO>YaYaPY`lP0&(&B+<QV4?&%qSAq`2P7765S1{%lTds>kEzJ3cMbr
z1X~*M6M}*m3LZM#+IzGs<yXgDH20aJ;=RBO9v|K?PB$im^g4{YVFpJod2?$k4H5<j
z^EShsIDZVYJK}AUC*cYmC90>CZ9|u;*c(^@a5RwQ(DxWjw+~{yZkCnZ2t8F_ILv!V
zD7>C`njG2^BANK=F+bq}6Jg>R*6A{`+hz`0aZ=jO0<qhPkT|do5YF9s;7uQdWLP^r
z!0rNVF3e7zBiKIH715Jtnb&c^-X})47|cvEmn2;zu4)!^1t?qB;-I0YU<_ddGB@Vv
zis<$r#`nY{+=GciUr^TR`ptxHj*_(;MIHg*!1df7l>zmq?b;0UbmSESkvxd$FCc)e
z&fiR)jy39%DIz8<C9E%=I)DHC@i9s!GB?4CcftreO)HBYT!@|LKQa)<kDQfoGskEE
z<FpN`d|X}wcaoF&391ReTZUu|U_}yBA3S8`BgOMUBzYW=<|GI(qcAq0qkuC3!>AJd
zc~IBWzp_#A+@84K=6=}q>+>Zf6%r$zN{37s*pYsN_zR#mM(iaO3VmoWUSPU6if5<?
z^}v|HyyeKr`01*RcsK~wj1rAJ@Tjp!+NAd!cv0B0R)CTn0|^AchF*@eDo&dW5K73z
z5{H*91X7`)p>KCB4#XYjKfv&y37cgJgtWJ`gw0UI)l^jYqP@?;fE#6kH(JA8cxMYr
z{**CT8H^MmVPTU1adH$cz64IaU3o{g1q(`nZiB-7{46Ze^O=}4T6R6#?Sj2ygGw8Q
zkXk5w)>9h6qC&1~DX{ulp4CfpRpC-V&Px2o_D9G&4bs-pfgG9!Q1MoNzBJx+3@r;z
zP?bdR2&N8>Lld0M%LX}Rok}POm66oc(W!!?JaG1|yfIv12y)G=e$GxY-J8euVvOoI
z?eRv+44k;~nlLeDr1%E~^@Wp&_8Qzcqhf#xSrDWUMKu^&m0+rAqguMsUkvvBf)YF~
z8``fjEBt6dHx_y44tLM@DJz&HkJ)TPLoWq{{L2^#iUFKmjUo>ak1678j3K-n!c8Hq
zHOd1=C}bAbNjrT#1!t2QT<SGH-Ql`|kApgokurn#vUVJUC}ZSUrxg@L>E?j-Ylcp}
zs;Vl_6yzHdSGjofV^VpBZl8thh##PtiOEYamh(-0R&ttA@+Jo7e~!%G%FGl)ncOY~
zV+g{#LbYLt!U|H*X6$^g(lZ}CAQh8Cl`YOIYC!h!l{||5=oNrQZzL*Su*3@NKha}8
z%g7<iO2z@W4a|6?z?j3y_4s)Y5_?GOTDv7Q|9~IpC^+OHbh`q??c88sK)`E=WeyaI
zz&;0MC>@GIY!Kx@#6g?!hUvryu!i(Fr*Jakh3sa$y}WMYAV(U>9;o`^xAhg$PJxZO
zJgd2gk_{Z=wK1~JWUF^*utn#GIVoBufxBIuozI@zaGwVa7{j3S3;Jj|^XK6mK%t;B
zPk4xOc^OtRj*`VxMpW$cdH0`^ktbXsUZXD~v>cf2lt7=ergI4<OO!{AhZPva6#+94
zKe~rd@n_7mBbELuW)GW%g!~KLCqBRPZ!-tVN;KFMZOdkK0*39++%{kzBQyx;6ED#%
zVB0-{;M%Y8^RowyB4>3(n{YW~X2xKSfO6Eu?Kjb|ghun!mBRcVb9?|)0--CPOr)y2
znZCkM4}c+w*svjCVl*j2jK6qM2F1>raF}>?1I@t9qYNu?)y9oA=_F?nUK7U!Pc-}d
zYxkyrvH>8M1Jxk8od}#|q#(@$sPYmV5IzJIz)l*-QI1)8_x9`MmgfVs>>S{t2#Bnl
zc%aoFCWDOS(H5``D+ut7_;`GMzZXmdHKSOtQF3dSi#@#r4*J`cuG(5AKm#I&a`9MT
zhB2sra%S%4l7kP<Mm~LbSVct<g&K-72)s2l38IK{f|#8XpLEa!$+iYc=<+>MQuLIV
zm>8W<cLj#}B?xcdDsi*pGi3V9Ni#%f1?XY{x^@E-D+j)qH{7ccPR4U2=?IFcbAyc{
zIB^qTQQ$WH<ET^K2~L<tpl_BeP#r#`Nv)2$BR#WSvrm$EyP%(iEZscTp(>p7_?O@^
z_+u)tiDN#8SKtyARZHk{Mez<oVE|fnvlH%YXfPLGt$WjFfd&Hp$sx{E01Fh8y;2`Z
zxCHuuFJpk#NZkP+E^_dq>L-HL>({T-;&Ig}w{Zp%rVZ>0kC<;j&1*kBKmJAZZlzRE
z&ty~NrmWYei!QGjO}3>T;1;|V75Tz5xx&E8PfdGOMor>onPAUFhxRU6e_UzF;(Bet
z(1%Jc+6$gDr>}a#mLuDu%(hUQHY6Qvp8cc#El2pu;*~=t6V(n`A)NCa^D_lMr~R?j
z=S{6-WMpPsTppYH?#!0eekuZ+JQ^DsXxP4i%>}s;pU5G{UDyCV;+{P9n2&=iPxI)W
zO?yz)tn)W*?eX`mS?FFIPl_GK!YrM1v=>1-n*?_3h`^(LzMHm)kl|Xa%+LtR;)FfE
z;%5`%i`(c)Mc>T2%kzd<&_n~`1H+`R8odS+CAXsS`f|tTN{ity6b{HYpsEDhIF3G&
z=@J_on`N0;KX7a0sL%xyS-}d$vKy%H&}$FC=V3S3l^Z$afZZx7DVgrccpIB#L4izE
zbhPu_^mdzE7g}Hv&OS_rCg<E~-CNn&*-=J|d;FZu3-?b*;L;QQ3;0aplP6(ls?T9D
zs_?P^&g}+<8Ur>-S=j*`sQUW)Z=0IlG&eI4JNki<k@9Za*DWo|{A*}~W5<pj-7Cpf
zY9-ZkK7Xg%wB+#cFeXS<)zy4@n$2gPpx633GxuhC_>@U$C1*ro@r4l%JjDrxh0(S<
zYp?^d!jfjWEvOtuM%~%v>sCbypkZ|SIV)|D8F6Z>5=?CLxahdq8Kj~ENzmA}%(X(A
zUx(Xvw6?Z>IRCZFb?O_^5mrw`R>hyi4o8R!_A>CXlD+uD7rs>(^&EV%N6jRyCaY~2
z_*Rd-44%;E{oe!6JQ0R3sc{y`Q9w0XR8)j|;}+rSjN4%votTq@U3MMV8H7BtV8Mbr
zImJi6R5%?E_6tBdQ#|D2I0<{`H;IW|uZx#24=;}o!d`L=M8G$n0-oH!7~Hbm5~~PT
z9PV2YLqk?L;Z?y`v9`8`s9Ma?0Gb@2J<V29I5JwYs7r_dn|;Db7BM$RbanlWSV5Et
zLmBrNhMlMG?tU{e!4h~tKv<Xu%M3eSNL(C;Pyr|{FTs>)0oLwV7>oWH1CNw*{qZp|
zD*N}B-m=~l0>3LK92M=n$@t{(1&qM1N@ZP)(Etn|ccDF@a2L(j*46@^Jgq~;%I3id
zdM`QI7rI3>*wv^k&lPsuc~xCq&CM2AwoD?V(yP{tTR^~qHc?JtV`GE+!nt-V36+b_
zuqw+2#~Ql2>Hz3q%Ciz|cRe(k4HIlac34`tn~W<~Ji=@jv=Y`_hZ=c1CupN!Z2;Jh
z;l)<ld_7mJ+nmsOjC5>wZp2#6vgweiG1~^IwV#W*YCboM^7PL_12f104}rx)bggz%
z9rAl|Lh|wXWMqh9;vkdc0yn-$e2j+H*6HddWJU$vyT=P|(bgpK{fZ`iQ|yu7g|7Pe
zh%;V+w5EI1iP9USqM}}*$ioGTrkA)tQ$SinM^IN05+<L6DyrqNu`vw}4Mjz>xUL)0
z)TKTz@Wf#gai03N1;_4>@$vJJt2Rqlu}AvG1^dma&wauR;;$DxdnO0+k@_a)_qds)
zw8sN#C8e8qpLd(@G6@I+R;{|R@Mv`+JfM7il{}L-!9oasl$qC>K>LJ0OA|d+@Jfn`
zJbSVHe*HC`fBfWL-d}&~<|gb7zy7RNTon1|#b%kh0=eVbChu5L@JD&Snqr2+DbN1^
D6B3>q

literal 0
HcmV?d00001

diff --git a/_images/5efae733cccf80617d0a1a0183afff2113a79f84ee5cb27a4428dc3bf26b6baf.png b/_images/5efae733cccf80617d0a1a0183afff2113a79f84ee5cb27a4428dc3bf26b6baf.png
new file mode 100644
index 0000000000000000000000000000000000000000..7c03f32aa5019623e15566555b2423536cdfbca5
GIT binary patch
literal 109531
zcmb?@bySsG^erMvC`gLZT@r$Hh;%p74bsvrCEXn&C0!yQ-Q6N0Al)Dh5=w~h*15ko
z-Wc!SH{KZN_3Am_`S$+SUTdy7=Q`oaic**uL>Nd&NSHFx;;KkUx9Z_n6WU$)n@Dst
zF8B|hi-eYon!UM;yRp+NBn4v^2U~j=TPqU^w^vTiR`zz!Sov5vm?<n>TpXPF+1OtH
zpBJ#&J6W(%D&C%fi=aD5Yda$$JupW6x>YP(WQBAK2}wp=MBO7}FVo#a{nc#f;j`9!
zdAiobAZ)KgX@cH>JHt$6xd%F$Q(d#opCWwrO%55dF>$cBWmUZH1z~@GlPy!2>f9zQ
zDrtg?7AN^G-G((mZHX_9ul+>uPz^;Uf#&M`Xstgsn=I&K8R~L>EV;1nRSl1?;|csF
zxv&scd&9;5{ClY3{C_W1itT2z^F{ozsDFi!2VQ=DG`{vLG9B^G^KHlT-jV+<a>{$P
z`t!f*d6E3zmmBZYb6;>p3+Qkj6`C@;$d!o1M#+hk+~`*t?L%DJ1(_&1WHZ|@Yj$?_
z6IlegaM2ya1&Z+AJ@?^PQBnDl&Qnnqy4pW#^%ikY+bHW!e523*GTXNt-Ib7#&=(>R
z_Vp6{?=6Y%xNIJZg<@?S^^+g&<RI?!2yv&G11F=xqea=ivXYXLnh$zm{n7tjOPo&O
zeNWWmXCA*gQJcLOe6LO|@%4p}gnboxvfdo<g<z4&>geeF&pRTQoZzk!A9Gq_YwEia
zRJ31v{qKMH?^4KFUOSB9DtkM|@Uf;iG%^WIUfBO_T))zr)%yQmyZPV4`+s;iBeMU_
z`EF$>(i0F6OiWIy7#ha*n&h;#wGECwjJy-s8_>Tdf-fPiV%8f$u)e<Ta5BO}ojM#p
zXf|NRaq1;>>((ulyLT_IZ+1slR#s3@P+WfNo~>;rbs(M~$y*v3b#--zt#6dFva$?}
zj5#$mHG^gO`9bgB6QPLk7E)~g_Nvh-SL(sV#jTvNeRTgWipUFm2|=<4bcx|zU0oW%
zpWE8VDyHO&j3~y&#zqX-+1bUVq!KeS<h{KGof=!p*b2yn^&{G|)3e7Dnwt1OfBwwt
z@yn=MQ(vF7s;a7|ua6rirX54Z!{gjBGHh<&eCG434EIG(hU6jcLwXt9+S=OZj{nN0
zxvveCmHqWti`)+vPq)X5W}XNNl89i(oH<<_IS(P?TZl*|fq{w1q(6q#cBw6Mf3CjT
zc~enVPL7=@I=`TR3(tSC^-bRRHouu5J(FF(^Hobr3!O=3TH0V|ASxp(YoF26r*LPI
zQI9%*t#m(TH$m~aJU!C&^8N2vjOQV)z5Ap5IptiNkHF;Q<mus3HV(DqQ<EOF5KLmp
zcHe(!n3(&gN3Jyuq?nPtq8b_xo89)0_0#p6-6&IsA9LHjJG_i~#2(P*^Oq{|Vr}Fq
zqY2L7D5HXi$St_=Nh<~h#(T7xFdXVf9A?s?+9v&Sni0Bk9)e^X931Zj@9)jl-pf?%
zUmr|N<9LOkRw!@W;eX4w>cm+VvHT+Z;NW0|9%f<T?09OaOS>*SI(dqxPb<qpXP6cg
z=5@OE-Kt;DaW8Q#RvL>vtJ+;^Z#Ue#a<PHKU!=Qs<T2ggNF7PY_7lz;6+L|@Vr8#}
z@Cy|)XZL&eDl#xu|7hy563*4zTkOx)+RoO5fBeV{;gv|QWIkJC6-6#g)@rac*?l@L
z1CLJ4B<2UiR}-mub(*2?MR0E<VYTfHN0Kb<GmEe50ryyq;5{gJ?zsNOR(hwVGXH_{
zY0<}z_Y(($Xk>UZ75Cf(xYIE!rXnTtM9L;}C#_W&t{zJYkp_0YfM~6cY5DDk@z3R6
zL}cW}_1{D777zCJ>&qurR#tirop+dZ>!QZ;r2gs~>C5L;N{EYp7~g(BKartW#Fn;T
zUQLOHEFvNTM*=R}>@eXwODvNBkqy^H!X_nM=%uzMg;cuD@x}bvlFu0_+&yjkzdyuy
z^or}bk*uo=?n|_Me2rzHo10G!DyHadStQ<Ba}osv2EM(^^LfU$&x|8JJv~yVyw8#o
zmxw4rwqR#3=kGQW5xEu<6H{1N*j62@EaC&yVK;?uuAUisAKj5lVb1Zpxz_XfJ?VYa
zOSo{!_{*hl-|cn{<Ena&GBy#BtfghK5`I}(86zVjB?Sdi-k7wsbl8%sXT<oqwnOs*
z<WT2JDjD2#?$@i3FgMff+b9_r!pc51MHFRuMfm=^bp8G7swRFd(=dK`<9UvA^TNc$
zg!0Rm5)gZxot;4;A-E(Yd+vPM0WO=3b&`mn=q@fV-++r*Twh%zB_})f5@=R>9GUdR
zlKaVe^Ig@D%N8UI3`kQ^Q#<mKsB3DfsjG|o`aU-{HVz66&C@7r_Il^*g?%kWC%pf)
z?)6;5_2q7Obo8s0u3*7m9k=lb2~WNX96mMfLTRte{AtNa1exKHpvP0mJe<&O5ic)(
z)CXjz5~g*@yPuk4BH7v+*6z-UcpneaKe`{HF}1m|0S_{O;;GBlH$`H?jwaV#@6G1~
z6|bpbE5=zNhT5)<<@#bshm#o9zFF7WF1Dma6Z3Fbd?oRl(0lL-)&wE2dgS3f%>3{k
ztb|dmkaMQ)s4y)va|B8zBMS@d^XFNRF`ij|qd-PR9vB_9I9zOnjo{+@xjj_+vP`Sh
z%e9$g*seZrYL^dgL#5v4YVK;^-p?lW#ErnWK0iA#x2`Uwe$gwEXVD{YdD+OW{h!;X
z);~Iiry1E<BNHWRRa(rpb9K>Grv1p3zW=;(b91L#JfC5O-j0^M-7#BhBO@(MK}&nb
zzqpuT$x)q&0FhiJB#b%Iii?XsK$8CUO&PY|r=NGhGNan|fyO62850w#);DL*cifng
zBj9Z{IxLDs)%sr-2+mn}gz3ettQgN0+{wek!#^6dzE=|dmvkEy%b}mt{XBS|lZu5U
zdTYz_N4f5%Zk^o%KWoz#RYF3-`C6>-d**C@*V01^5$vaF@*UZBP03F*IpEnz#*hsD
zJ6lqM>;C<-PYsFV^3v<)*UZRHBMMH=q`wEvhwoUwTwQsyHY_8Hii&>Q{eAz@Q~y`P
zDO``czZb|oh9?dn0(KxFD{FE65iz%|(P~e)Wv$NY+FIjUj6kJMdE0NrqQo}`jiJ-i
zT99!}`=YFzgou_5MMaVMGh?)?%~kaEeOgk9&c`wT?p2TCK7JhDX|!BYl-0F%<Z#$}
zX2MAn9vQg?tFWs(j1|5f2qrW@>o{0wPUClFdi(Y*<RNxQ;t->5qNY2a5INZ~J~6SI
zrG8%2$%!K^E$yRLRY0xHl+#zf&GWoPMK#EZL-2Tf+AH*%Qy_AldLElCIW;eQ{W+5E
zv-$&<J3Ttpz$<)I_$Fh?_iyy-s>!0q8s=Rrk}y5i&3GxYmAu&JtL62JCfy;Ja1MWU
zKM*EywXI)pBZieC-T{yB`08YoXV=^p7I1t#%vSBXtI^fn-MAcZ&wKm9%*;%N^H)AS
zukC`pnd;EsdxW2jyYC|6Yw5av$ycEL=32ne?;qEjKYJ_i=1q7p<&!7({72GxPDcH%
z6X)#PGodW8yY8rG`Ce|XH4jKtnvW0x1~}iZU-H;U*7UeK>QCcyrlX{!M4TO6yT)Kh
zDrvd7R7=lu89tj0;v%90=~L4V)9UJ~Hz_BX$MRdXQWM4WxT|xk+s*EWDdwYDEG6np
z+offn68;=4%uR~%(>gZleFq##lR7*(DQ5M|tyzDz-LKuOeoj~K22#14SE~W+qpH4s
zX1+2*enbR@RcFAR@A)!`fXebG%QWTuld`kf01cPxH)|m0&(7+=pSR)BrXX#9%Moi^
zYy15}SJlic|L_bVd3z<4JjHEqn(~#Ine@w-FIDyQGF-+a2y6NOhy>o1Q4%~7kK85d
z|Mh#y@NddXO-(tSat)mZhaC8@Q`jc8rtQM?_j~nlG-c=#W#DFqMn_ZEof_5k^ybad
zpN$Htc>(;Sg<G4cwvgM*bT>%+t*Pf2j88%`ztiCC>`eP&w$a%labwEhO?lG0cMP6T
zBR|*Fa9Tl(w=D^g#pX}#7F4ud4%OSP^+l_SiwD`acXYhiPE>ks_4_J%(|UiFZ1>q1
z=`UgHzkE!OA3xS}8l(l(dpEGN<LzzK^VLYUN4yS3nh!>lc#MaV7`4hZ;NT8j{@(Q=
zZKqet+DmuWt+yi`92}&fp{emA$yD4-j|~j@t{D9)3kqC8K|zMkpPBnaoMDijFz(%x
zk(2A*cdOsYYJsEYak*WT_S6^|jtnmZl2zSEgX5aFFb{X-$iM&+(Y$-M_c1!a%eE=F
zBW#KI`FTBf%#pAnrR?Vlbr-O!gI~YiC2A8x9NFI){lkWH4<sZdIUu7h9Y$XSM^9l9
z=_LRnINj%QKhU#lSh-uMl>HUDjZI=3r7i#vI{B5Aaeh~8<oC&+XS{p&$jQmc<L`dG
zjI8X=PR_-)`RTzzdP4*6k5Br;a30eHJvopdNA~phS6hwKA^x_;YCOg(qrIsYMZ{92
z1|Q=NfK*s6T7hc#i22%bXQ0B*PNK$@5aNNs!Ik$mpNt{LN0IO)K*r7+IUF&mLcr;2
zn<>^Mo3n!jvsbU;6A}V?O+;8z|6VS0wE-~m*sq<M_0C$$DcGI(&Y^<u)6QnlGR?De
z_g4>|Ql<UU^RL1;-akHSi``uRi``xonuHE4n-1zFEb}ZbCFSR^uoryBzk;eOlH?M#
zqRY#6(lq3!R^MrSuP-d>Y-gM%F6vBiNJ!*eTsYHt?EkPN(uDi`{ey##A7oHL|Lj@f
z-kvQ9mQ<q88f46k6y0+;M;8#i-G2|;m(2dfi?9KPCK2@brpae<{%d7#sXZIY8qXUz
znt)qF;Bi6SnYrw<{01<A>+zZ4=*$>mq1oA^+7_9UW}ey4eHtK<Ygd`vN!4?bi4<Wd
z;(#i9+ket}W5yzzmX<d7^wfphZhj!(&b{{y;c)(=VIhc&<hDP%Q9X}Dr<C=j`LHc=
zc!QtO@pc0ge$Ru(O|2SB98@flWy70GLb^nB5$v$YNYmwxw+#3gfA;633=GIvQzM%X
znj#Sh5`qg3awk0H^knZhJ0(R>ez~@{w-Fs`P;l@?Lh51rjW74>+4XyO2Zx4M`^o)I
z?<7H|5Q+dne9k|AL77TSPajTU(S65bPbQbjdWT3aZ#b20vmn)g>dBKxo+a<Zjp5Yn
ziCSJV->V}j2*rakRIB>A#(#h2d`5hEV1ZB?-{>(4wl`${49gurCHH;-@p1t@>jh*Q
ztu}8yNa(veIhn^{xnYymy|&zHy1H^NUlJrIC%*^`)>BgpoUtwZuVI?&%@g8-Iufy9
zhiGZUB_%IYl(GcVpnMt*bqxN>zPSpu`P3L<Q_-5@xYmdB=+VGO?P~AcmrMjuyrG67
zLDK~&2>|w-U2`-%I!CBZ--?vT7k&Tk)Ajqn1|v2a(Z{@c_3G+$T&WG~ZXoJ|pHqf@
z8xZ*N8NBhv-62QQrm;A9cx!VvkVMVDX7F8Y3g1uy5CF*au3WeN@+ToQRKpNUqi`#I
zag<_O5C^e>#{)9@k!vdh_(+!T63ae)LcA5R+wK4M?K7ZQ3tp@zW^xyP?O6JF%4t4V
z_j=xK?sZaX>dALGHplIP)Jr+j+5j4vw%qoMiwk^wd}S4tw==eXYCTHIOM1;XjJeZG
z%F4P;YB|%NeYdXl{ynMrB}<67d128kQ?ZQt=~GBp6!-7mrtHIp-yt1pTJi#3>**1P
zMl~!Z<{&9z4=Xefq6PqrVu_h`*`%zoF(s7O^K%ctA@9B0h))izZERw7Fv^|`3=dN?
zGKOagxM!(fl$Vw=<>uuvGBH^ne;a%Fsri6ko(?baA&Yh0f%>`p`IDrK5IDXkP_<7W
z{2k#K1D<_QQ<5p8)W6~o7axy6ub!Ts>zkX2si{f^imVc}y}X%zUpE-cWI3H!Fp>r&
z_yROzkZCcJ7|>~OsjC=NKD>B=1id*YCq63KfF%j1x?fz}uhmXd_qD3#D$RzHq71zV
z>{kZjjf4;EGIDRHo{dJ}I5lPz4_GE7c#S<NAw)+<r=g?!-tOmTD88~C1(^Y!;m(dV
z^pwRPKhjWAt|T$t;qkrl0A^&UP$6B>@&;Ob1J8}*HQc)2yHm~(FRL#6d^cAoN?R=p
zw;;qNA;d$;eFtto5bT()GKCU1$}V?wDo!Jl`{9GX(3?M%?uQ0{_GY?c_5~n)c0S>5
zK&{0fC30a9vgX{9roqJIUy@@i#m=YxIL}SgBAY{5$|4`u$<i?QRBJg5H<E0gx00)+
zg`0$y8!LIe`X*LBg9DYj{!aK^8+JPW6yxqt4zmI5yAQ~|d=LrT8ZR2Pnv_$(Mgi90
z>7)BeNlBG{H@*OWn|=JD9%rzjUzs)0B0})F&n3y!b84v=v#C$|NF%t5O0<gEN*7jN
z;q*4{*UiCxtV6K>gf^7-wO-uD#)j>DLp*c`#}MV!?xP0G8uyT_8$*x+zIol2d4={C
zC6690_{_o5m8V%8LqrCt6Xh3SnY^t>c$ij6w<u|fDqec(zR^O2VO10HVufr86-zmr
zX<v+aR}i}VyQgm<+n$||28iZRP*T3Ftb7WOL|RG7;@5I#Snf2-QnP5z)@M|ua*a7^
zGOvHDKf0@Q$^}oqiM0SAntyZHis+V#l5~HXd8|eAcw7`{4zLZ}rg-r<Z1FWkgu(N-
z%5Q2hdFl_`{RAk@0-|2rM=?RdqL+Wu5q<BT`OboQ>9~S-;)M{o?=MPR+?+mT*0yt#
z#hc}ScAk0mN-q4Q&^04kK`ku+NCd53zmM<4op1A<_m-np1Mc|*Tp8@~44_}fW_m?e
z1J4VB(tFmAdmaU#i>;0Qd4wZikQ5Ms-GxrsV%%xm`AkjBQGu1*_mpx}@b4E#RMLzH
zw1DMZWCL~e9^gG7!&5Uef9#L^yB#D<@B!7NdZq#TJ6-^&=Tq(1z4m}$XVHl}@&^-@
znUcgYjx2-5yLE)f;3J+=VqogvuHq@(GZw%N78R*5Xq8q}EQBryhzLDaP0a_xN&+i{
z^<;fe)qp@j1K{%tQrDMEfqJ#B-ezj(;Ct3f`lxFu9r7~c2k+oB@yV9sy82_ht|ama
zduZz2t(V3s9?7j0NT(buTO^*7LajE?)bshH<^+f9Y|>X@M;=OE-gmcd-~FJ@G*fR+
z4uG<M5_4YZtmiOgk8;|Uo6Pszc=64l(DmP?8z(@6S#`NT1^~Op#XVJ1U{L8_TzNFG
zj;s^-5I#;n>|txwip9T`Y}Zh~A9roy24k=1Jw|j1>zckAY<6ha^y|Qnsr_+v?Vr)5
z)=!B_SAV4KzGM*r@9FZrpPvZWKxjr++?vO>T>#vDnA+7{Xe%rXNl3s2t`K^vhK2^Z
z5=?`NRA@gS(H(gR7EfAJQBeU0!JBi$h>ro85t=#3QivjDVv_5}dVmkSu8==;29D4I
zK;JY|Wr_*`qA!$hCt_{Q1mR<CQ##9RcZtoi!YJ957>yFLn;xMNcUOeY=$Sy}k7;iz
z)3RE%WX(Bw5AlkiErJK_G&CxrIT{Wp0Z%;6N`pQ04a_)hrHO{fvr-J04J32ah`guU
zoFuLd>OuV*q)wPCL6^Ex$(xR0SQ}j`h?mSa`A&8>2eU6U+?s}lPBCM8ha37#G1k=V
zO0MxoE%EQ(g&9;7wX|eFW#e#I?s)hnOq=;3z(nr=4K=my9I?<XAiCHdl>&~0(wdN%
zs8XU1EGnRzSlI&pk|0~)lpyy4ceXcI9}D#(N^%XId{k))LP_nBOo9hIM{kw52STUc
ztnAB4!zs|@vpCXRh3zcSl5g%^DwE>CKBz^B(-5O8VM$ngQ`WUDq-qXna=Nz>TAHq<
z<d#S}HiyOf1YJCK`sv4ZEu$1B;$%LlH>MvjRmmxR`CTY=kh@Rsw^p*{gj0Gf7?e8M
zlni_-<R}V>*dvmsbsa$&6{j`MF)k1BO-)L2fXd0?ckNB1a{N*O{r-L16N_?K{I6dQ
zkQI@n<>h;9x&M}0)YSMmI8;{ra<H{!283la@}8@0zq+~_9RuT-iy%0plni2*-nNws
z_u)fHRaFGZy1uai%(9ZVcT4-@L&gxpc`WAz*QulJqHGTPML}rpZY>>4L_TD<`N6!i
zy9?E31;H~7J*hY?Z$BP-qTS#?+1S{4x-&Uk-=bMzpyxcob#>N$vmbZ#UY-tt?0s+k
zxdWoz#BzU<St<`mhn$c_lDL$Pi8doF>Dyg)Irdz1bv0c*saI}Xcba8q{wzE%J+XEa
z5bS^Mph@+1VXw!|O*PZPx=x3V@M#}05%V{E>cCMs>W`XexeO|4YGSY4FbVj$)Xg>3
z49!h;CK$^l(OLDI@NeBBur|xhnB55>O5+fb3}Z*ICdjvM>n^lcwVCHBi*$=gDJv^S
zvRHqh^w}6#P6-G=W^Gyawso_JoU7;I&kTu*k_S-nZQBLdbwqWSl^s%%Q)q=ovjrM3
zIE3s_rVtIjWGvaj&Yvak6U^A>mkfXa@(T+QZM^fM=O&PXa;~miKzS?lv;!>!pdGjq
z86O`Z;1^iP+y~+)g(}Mapf3~FQ-8DM6ofiF?|m{76cog%O^A)%F%VC!U2mt4=ZNU%
zj*gB#>ek0V=EU*`h;w{$5<AnrBM#L0J!n7g{JZ>Z3Z)NdIQIch#g|a8+uE{@kDb1M
z|9<`}?*SUd{oK0ZPO2x<DqVH<e^iq-Bl|tA37PHC$DXJpYs$SeV0m0d{9buz9huUx
zGn8dg`EK@HXr%$A9#vK_1sdX<0J9V&X^NL~X?3K8G8{b+mnRyim$23wDdnW5Ynt2C
zL<AYy(vl%3C&#jOmhSHxLCgmjeyuZ1$wTJlRz!}?3ks#h>Mvg!R|{P1jYwY>xb2Z>
zNv1^d)u*ZfDGAJub?tlTlMP)H;Yf;#iKXw?JFJKTu{3;jaq{??`F&`bnVy+{p?LPJ
zT0+igyift)VY=tZPj=^@@(-D{I(i8Wzr>IV0N;cb@IqVrF=!uB<qXdtMVLQ4-By45
z)AGEc3r9Ztc_ye%>=5Dx9xK7-yG6k4oGtks{uQF8z8%`#nd!bbBR&tnAylXQd5K*!
z3#AP14WxIE(=jPeAS2TR+&?Y7bb6$MU-Icw;m40ru+1b`sPJj|`T4&({ykV8@aH`%
zF?3xK$7#i#yr3&RQ84>x^~>{p5EIjy^93~U4*Z$6GoSBRZtal}5J)I1V?WU>H*+x?
zzu>)C@nez+3`4E&2ephAa0;-b2=qe~y-yZ3#`d!JS7)YSz9wBF4k4iw2rzH}5veUM
z?whzeAUguPmLo|-0Y~~dnmr0++r?I1?0b&@B2Q>p5hb_bZ1K&l^FzOz;i2Rwp3sCg
z0_1=k(Y5WOs-YpNr>9qDs>Xot%WiY$<|Q9;qu$r*(dWZUH`ne54Qnyx<fYK%A+iH#
zEa5RR=Aa8?IQBi3Pv?$yU-Fr%Uw~%qF^`>Iv&QhJ^72>EAnYwPrvi!d3_3YCfj=b?
zbNhvmy*_{D0BSsL&<wauc8BE`utaaeO9-*L{RIh<qKbxE@n|g>1y@X<NKWoVA<zok
zouuU5hmpb1mp*X+<WFI9;D(RHhq2C}EQi^fy?{m7E76NjKmbkhdbLhW2C>amE7w$-
zYRRd#_d+;u9hYZ^OFarDlh!~;A=Dyh<-XOI%hQ=&o^D@31I<FV3t?b!FyE+<GV+eS
zTl1|UHj0U<DKIINR8(E$wVuf5<bQ9vpeK98@4^5SiAS|7C@wDwRI7kF{m?0z4rBzi
zWYmY!(g--BNWTAmPbJ!Y@t^?`CyGpnNCbPj(RtH~#a5#%8FB%ldj`5t9z-Lr)+}iF
z*iHNHBScKlB@&Bf2G!`)=qD&-S;Uhw`X&ZT(|8?oN0F^Q&a)eJAbk})k>|FZ?zk3u
zoPS@Aib7q=L7l=Y?_qG$#j`4Ze`H#nQxxo|yQDw7h(obRMX^zahKGHGb|Ec%`t)g1
z9jVnoNnc;Tzx5~)?mj*xMN(QC4XQ?m8HdWtm%&rJuTxOSA3v7S*4B>fXMFNR;O8G8
z1-D%Ifi2V_9nBJY1I<C`VRBZMFYe(di<SC$o#l(oYzt6$=7Hl-NZEDamy9Or1&aQi
z&>L=qQUh_vh7lY9dUZ8ymSOM3AKZGNgpZ(LWFn|Z&@6UpoW*1lf(FfUYig1pLV%?Q
zWdWqcXSUOo+_gKf15~W`Vy}BCL}MENZTmBXzk9_c|9;+yB7sK6yLH)yK_zdVK=kl>
zaJm-j^ez8=b|M;?u2-&WHBAmP?{!{9-(rxJi6(rYI2hAwVhq{xQM9DEia5T6;i;LO
z9jk1?_f5v|s3;oXSK!k@-toaSXucP%k*rZhOHW@UCg;}M+Z&&jHe>z!9ROSIM*8#N
z(0}2E^EyUASAKcN9*77jp4cA)!1E)jBfyq!yZUF|=MEnzne5@L07al!WD2jO=ei3x
z11h@*B$SKgzz6S9sxq(|7VLnK8yp?&H?PKl#Gs=?goA_APm0d%v@Sit#6_o>3`N?s
zGiYwtnrp~ysm%vJ8J|7snSaP=-tf;pn`(a~*=XEa0~w<RG8BgizN#q!oCQCfe&i1?
z-UhtLn0Ay^EG;X$^=<cd<=j34euOz~1;`xIva-1Vse#h9v*~>tEy+oQ2?0B>;RI(q
z{UaM2n>{YA7Y%6p(8`lL{{^lRwg$vgJN7t<0@aJnd7VzbmpUtrn^~q?-*QH9a}f!3
zTuFEYs3G39sAt}+nKFrVM}U$kWfDexJac(Tun=hq!PS8-KLp~Z;!bM@6X(|p1R_yY
z6?JfU3WpAK;;acmpf{g+omz76{ET~HEf8})QINtkVXaV>T}~^P@*(L7yN7OAPjbg=
z_qDp_D)kxV?Ig>9iJ(4W2flgUoebXcPjq~))-}arRFo@y!QDTXfd<+7?PX$Of`)-%
z?Szpxwk4N!@bw4cxj=V@5GoGa{>G#|v&dB~0fG}!mou=B^$klvgd+GS;GR<LXCQg%
z-WQDoZ3`&Ag}OCY_g*%;@~6OZBG_>Qzkk2!hQVJEt5g0nnrCqtn4&){<U(GYfZ(q{
zTT!4(iA@F6Za(rp7!nXrCFRdAe$&j`@!Yv{2R32Fg+Dwt*5Y`5aKz4ozB{QzZThmG
zn<jRm+&(2USi9JK?;U&j^B|UMM|MgR6sMKx@LAS$;?$97c}g+7VoCB+Y6|(-yv6W^
zy%(n>RwJa_pIz1}`MpmHqp7B5m*}a>)*^|r2lzmneIWP?X-eOn6xhWLIJz6anDtxN
zUgpwoen}GpD0%X8<n}U%c4lxdEmz0G8GhFn-jLT28WtSsikTx<eo`p;Bg{gU(zWL{
z8;=_Gd}kF5Yk~~tW4hFognGMz@1--3TXIH`3Z#HOkqp|&c}m%&HA1L^{GjO3_8N{N
z;<_2GKeWGO3%B<RmvE(MGchnwK<@>eJvJWRIOR(XXaxrRZvGnDPULN_OQ<E#KtLOH
zN8fvJpkZhrf+8b|OEY2V|75z;p4Wj&8kxf^bisY-p`omL@mQ`%<VQ@C@sz45M(cNi
zubd)xL06pt-OcKI<r>pEvzNGSs9YRlt!z!FwJ6?w-q);q=BRdmvvJ}uS><S*l19W?
zxw-3POgyx-9sxS!tLJHNbVuRO?BgMy)&R{z0s3f2<$^c=4*d|86QCH+Mv@8e@i}oa
z5E;*?6Pe6&9f!<oi&9lhO&ds1kl;@56q3rw%irhX;u=Y*$A9s?-hN4~DbVc=rS$dj
z)Ixyk?hi*$hMjNzot*&LbgH#0nn1(!<Ov*&oX?*VfEtI^CY^Sqo(DW3VwG>z9nl;`
zoznZZyWZY;=4Q+5%_e}=8KU-?@?SwpGR1)M02c#3CR?LuplFE%t0oc$xH`%vf3<5K
ztbJ<E?zeMC!p+_4TytAKnm+O(@eouLBty-e5F|06wH*5(M$HwLc~^+Y1qC}S#h=^9
zj#-t|uQK3enTF%fGz)Isn~hXMCm`&e#h<9$)9J#Co<IHiQanV0a`U|BWno+n<`3w7
z)_#XgD`1g4w5aAV!d>o-#zQp_91;Hn#8PQ#=^Fo8IHENX741SlwC7F-8G#P=yuS{|
ziI-&k=g)+sq>0z$UH?*ad6uDGY|PqJY>e<Moi?(25#=(dYH1BX;|H=hv?G!5C%0Kb
zY6=Q}O0f{-&(#sU?<3MRkBxG$?)?n0n|xP=W-h227%BVWMFECr9{Y!}UhI7MJ?O(2
zO5Tr0%1pl*@QKVgdf9s=3T!>Rly={+v!0Eq;farpQ@Gd>V--Cv>JI8Q?lR_Cad}r<
zues*(lR_4g@(%|-3bwdE{`xK_*^8%4A`9ycbfs~_8|8&b2rBjweok>K{nBlv(=e^F
z*IG8VmdKM^qMTb|uG1q}5N-+6ADmdUoj?ModHOUCC`)KS6lERw69KvaiXRvn0y_sD
zG4Y%!xkmFdU&mb&qI=|QdJS=qtK5D&%#wl?1{7?-urdkK3JSEWte@mC1eMbGgD>7J
zb+59U<`Ut(d>5><H$lEA`l5&{_dyihb0daJe+FdaTxFYp_(6WZ7LGLJWZAc}1yV)!
zjXm#aWE%8-Yq1b$vAoh^el;<fs%)-s7M?}K@>Uh?t|&XUEKBlzQjVHl!DsbzBcsE<
zbQ5@UZLJ&mAz`vonRv;H;lQnY{b0o)`P%KAxsh7pYanr1Z{PL5zv%bwQFC+uNh(Pz
zp4#1>t7n5%_pBYoy?eJs*q{i6gg%%;1dn>~T8{dN5lSo^BKO~Mvzfrt{yAKV9Wkc{
zs<Wr3hc$DHjLRDT=A><i{G<2_3JMA$(}5Srw@uN|!X%4gU$6>u*=0qe1^DZb2Eh;e
z=_m$s?pCi|g&lUwrRtYLWT#!MWr79&j;OaRqxbB=;?i`<f64K=yKnxHf9`k2vCy4w
zcWi*<aGbc&ex!|*#GoRLG0$7_sk9Jy7dV1It|*54qen}MK{ZB*5THoX(9{2Ic5|VE
zXN25hz;<&v)vi@%`xtcY58(I!V#N(qf@)wgt*x!M7Mgj$;ITkOXwegfBb^{ETETcK
z`#wT%(OHgY(9G%d5)FQ+s8DZX27r;x|5V7ZMyJAIFoD*RzzbQ3H2c9cg_HTj+tQFa
zp}UwVL;|e4**KAyW64BG#f}kf5fKqUeF7DnBXjcoK-N?u5n3O|U&|tphMIfbS6n*$
zk_8^84)=njJUB351WgqvX^5@HESnqxxe-FD0D61yFy-n__Q)wHNR<CrcGG=RQ&}4#
zPuIU|RT-m`KBwPe$xfN|OVKrlZ&#m}g|$Y62)X;W2PV<S$vV37P$0Rth{V5IQG?_H
z(QLSJeGny@^8qA7gn4bb;}#(B@$xo8q2vSmxibpjvOr2_1d-sQVS8IYT6*`25nxWh
z-FMUE`#|19=%4jh$VK@yrlov3^xv|g2a}*#v#R2=a&zNGeLzYR^%GNEfCL?m71td)
zJ#L=Pv9~Bvs8pI<u4{wwd9>IpUOT%x2tp538v1$KmTG84pnC&GZScz%TaDyirN3*0
z^@?394o`vofL2AT*7{{+fr}y+)Mx~~GFkd^dfyF1uKAx{vHHDmQ<ZaNj*ZOvLP@MS
zb#&>At!g@Y^)B10>l}QNik}jH4^o8V*69dL-l1!;W9w@$LZ&_)z?Yg(LP;wACMPl=
zK?}<T#SXiu+WCE27DE8Vw=zvO;4I*N_WrC1O&&$+(i?#=^{eY1dzw6)3FN@eZy>KT
z(#RmZTabwXx%YyN1v+K<W)1vphM!;3Zu`$9P1WAsM%Mf4MH2H~Bl5oY*}gl9oFu;J
z6zZh30lHjr^bRr}QV#lE<SrKlokKJ<%ds44q_W<jwo@PILtJd0C}N}F;^84^q<ea(
zuqjxDV<u0YJXr(0CqRp`Y^lZk5IT_;u<;;-nF9aaM&!Q`+}D?$J1rP%J5j8{fX^gf
zJ5u)I)I~n@POHjtENpbp(vONF$x^ejniRopB#n~Ydk-VY;x93ta7mcsGu`PsH%gi<
zTrGPMZh#?5$;b#$0Gj?u)}@78AQ?tQiI+`Y-uZO<2sO!tBHGy&e2K9BDv%}+dLcOZ
zlo~TqC2d%!sRM(8Q2L^Yr^<8NfDhIFY=$m;eNHXR_V;o6LSO6I;+%=p@1P*wp(l#%
zo;=lz4}wK|i&gU8m%o8pb}Kw-;^gVn&jd9ee=$}5TaO-5M%!sb7gRGcGvvD|VOqCh
zl#2uc?zVH{tp48O;eer7XTPNA;lT@dsQ;h7zzha$KlIhB4!m2FWrU!a!t;#-v!xxM
zln>Lm&w--QeK>hgITc^MqJ5(Ii3Z>fIv!mmw1R4i%h3G@xF7UD1j3@AL{F)J!wHnk
zK8tMMKIrTn-^>RwbcOw)QITR<@;T9uT;+CL6@UKk^cfUx42d&l(g~c2A3x*XO*>(a
zga6{&PM5TF23k1Yk=Me6I(dGJ3*ntEN<&fw0&9E*oLR2!zgtO3$qok_7Ap=eF~ND0
zR(x@e%MB<8;q+O{gY?<9pP3=&0&d~d{^`PBHMbAi6~e{x3mAq3V7h?7VQW3bCDeCO
zX>LIkhUAAWuCfkgx}dl?3}E!%V@FP+5k^{vg)tqFvlY_0kDz5dnGC2XDdRC!4oX<x
zR-$plq|HMqPLiF@tPclz_j{32HeElWh0ON7WHeWMo?~oPo>5}4a>QGyGxW}5#+Bvc
zNnB>8nC%tH5=Wz+j7JYr7xi6iTq>!O3Ccl~y<7rpWir++W~rGK4o#cV&J_ozm1=5q
zIjp^J&M!A6s?T#?10_XT|C<|{YK?N8jlcgYmXfK1UxQ}+zu6^6ATSZOHHVp3sa4>}
zfew9^%zmS$pUrMRibiJM=WGE1hCxf>euCy*ik2~H{c7`T=Jfs_JL7VKhYycCQOSP|
z_Gc?AYxx`CNH@@jTt`uM5KnwmPl`vw=Rg<%jS-x~k4%8S17=QN3R}h{=f4zsBaAks
z=DP?}oA{WVme$h4vzH7L0~<^=v)I^X9`oGucEomL0rx${?h&h#+KmL$qT)`De#_b9
zeT<JGQN~glgU=l-+KG^G`8G4UA=>YC>{hgY1*gb=QhcRRC!@;Sg66gMfc-BB%QYbN
z3y8+BFiXDtCY5DSKn2|Pwlv1{qkqf-uLCInIMxz<I@<)AD$t2ooA)@pe#@>lT4Z&r
zF_@wxKHlX^U+khl4obQ0vK|nCO{I0Uwraj>#_@P;Ol9In*7FlPIyF{~v<$29LN492
zF)4D&)G~C8=XC{CiGwO7x5sv=$F{rT8P$0!jXR@m6H_h5Ji2BS(a=b#818+ksgE!&
ze$$&qLeR<xrG8Em8wKGp1IK}cqM~Ab6MaT0h*+c-&|#&4-VZ38p6_Do^~<Kb4()Oc
z;9I02OMx-P7&<-u)esk65^u0P-G3|?1PyA{YX8gph``5(LaEnX(xO3iFTXvFh_{_?
zxK%wfZ@U15M@hw#u3cC69^Easch*jzINOa;O*gp`Ls0f>lIS2ciUw;~h?8Rns}lGV
z6F%I5RRlIiiYfD_0<-fAj!>odg%j|?q)yJx2rdH%`H>*Z4<A2%)E3A9>k?!rNB&F@
zXWS#-bd^LI&d-KJkNXSAx^$r7YiBGL^-&I_ZCC&v0t<&rw&+A~8IuoO2`ILJoV2cw
zV*Qls+TR;zbXtzOtOh5oeQn2}#;BMYjv#pQzPuUQw|JWP%ck5vM85UCyRK@6hF=;S
zM|9_b4I^z{kks;M$9vu;PbXE5E=msEi0O+YndwTSyz3gAMqqVPhuPXQz&HI2Xe!7<
zA%kYCWfg7KbhiCeTwKZE^9FK=-=Rl{yuG3JHn>uc?=X_s6CQke$Q#?=4Nf~=mo03>
z<^%1WX;+?{lHvrm#Kegw;i*}E;Yf+`M_-J>IJ1-~cY-!)Y6G&2g5zQJoVq+vfKfz#
z4*%O3oR}n_lA%g9^!2QEt!Vv2L}7G)f84u&O&l8~iAl)Ihek)AVZf{?bAStszA`d0
zIpCS>Jp_{~{>FxaKxAraDjoqruxtV1eusu+p{(=U3?RlRG7%Krmkho{LPPI(IY?tc
zF=H>0Evjd<+I@w<Krom{@7`3ap`p<?-{>r}liV|B-y-($NwDLhvou~vF5WCX6KfCN
zSEWe5uHD!Cg!!r^X!kIMSa#&!+c@K(Jcg?}R=YmY_(;RROIGliRIU*HgR<qf?QSKx
zcxV1hbq$S#)Kn>3TieLFC}N%%NR~X>bxs?yP`OY!!%V?%0?ve7K%CwE^LR&6a#<+Q
zGa`J?^Ip5<^G?Go^sXPj#^inkO9tdEfW<&Wd{B)33eDmgkmBoLJCr<@?(tL$E8>yO
z`Io5G9Y!~rGzbsTn<qvxB=*tQp=29u3Hww|>V0PU+D0(faLM6vr^y53lQ{oIvOnXz
za)9xaNYDUPQA&t=EP&*Wbqzzz$se_3HNU-R#RNQ|exbAZ?mL8fVAjS56$GJ@0D}ar
zF(#*aFv0`8*y4#a@41<Ykb&R{ra{8V2KMLu>$y4vHFOd47#sTqSTFhb_=+cY9;Odp
zT7fA$lY%VvKYt0ruXb~N*1qrb<tuIjm`lNSHtc`vHjr1=XKVE#Gq&dN2`!g9HqvC_
zTJ{|1`EFswT)6TKM8PSDFv6<`)94XIuu)YKF8+j*U$q*k%BczWCPcIL$dA^GpXvS+
z))+6E$K=;{D#L#>C<A8@l_#tf^eD=b)B2%sO}S~m=c97PH}g1MK+PkH16VD<p2-Ik
z7s4*<y%-k|5J2}J4u(D~z`+Q18ES;44}#EV%P}f&f=;hD+zosSO#>Dwzc}zlN@<Gg
z0BDXw*E6u)=N(aDAixv=IMmge-6~QnRAL^x9;2r<WgX$U(qJzE@-d2tt8`rSN{H+M
zx%aPI4}?$ATz~Sf_TuAijpyXL(frM43Bp1%vA<lT8)kWU@9kTWQ$?ZJ^PXq?ub7z%
zqIB&Q*D~FoIX0$Gwb|P5d<nK)y5t77i<M`=MJ>@4VH8^KMDELUyipN0U0LC`YqjEx
zk7pm4%~NYcv5Unl>W-obFaGvH(s@F#G2t_=wF3QSR^s3*l%VZ6@k({w_#R<<AKc}h
z7{Uj)@7_0>t~Bm<-An2EH+N4a0qi#2V3bKo`N86}3~CAJ7BsZ9Ib$xPOv1jy`zRj3
za%fi?-2$oWwYza(Ow}@Y<>7yNw_P}_zUM1CI|BR<nY(r+M&)>bO-=LNkSJ2}o7+$$
zF*@!0Q=fE3W@g*(Vr<azLxUk-%a=)Km#HAu5!C_G#TnhOgbEGy8dAIpb?k2ShLg4<
z-)=k&PMTi0B%b#~Uj<n`X;Jk-<*w#i9lRjX9FdZV9A!(##vOQ><B>(qT1eLGTLUp@
z=waazlyppmBWt#pB6Qe~a-?!Jj9AP2cQ2h;HAK6@NmHj}R8(+4?|a?EP0DEd%Yy#x
zmoM@l)osI(u4lgbwy<?6<*ycn@ZJFFb_Bj#w_>>pp+NbaogIV=SD67HJX%$1LFGV-
z470XIf!{PSLTobXr~Ku!((zzSiX>?i5d`{6FDHg(flkdXc7%~*@+Ua?=l3XWk5+p<
z1noq-=MEBF-emBS(oO78K>N7PLF=YVpn7kC5UGWX(CrPTYyny8bL3#vzy*zH58irZ
z$e*&L0TdL8TwwwC`DFP&RoBtTP9$pshm0PMDOzx&_KvvOr)&%)q928N)iDq2B#F{9
ze@sqtMSeaV2WOxF7Ob-I^t+rVAP5*$kqynR5JLF`;ux$INQ>dEu{?o!i^C%iklYBj
z#_6M9MW#OUAG?2|NF|NN_vb5VkgBqA5|_Bbbu#c7tAOvcm7cHbB+#@N5Gq=bYS`Q{
zcfK|GGEF_{FsH?qo?t_OeX{VjvUX$W@n_Pc)cwNJ9V9w6vWIeyu|m;f``^-JwhXH#
zh<_>63%UOo$~VG_C|}rNWcl~@`?=R*CExSZx8nv0EIIGK2$_5R+VM^59JqBv3b0<#
zX@1Z^1z_UPcs;+k{ZTCETkeA}@v?ij)BJA}+v$<chJ#b1sI5y@IiE~ldK{INi->cp
zxU>|yu%g}{GMJ`^B*r%41*&7s?)C_|gjs&Mh|#y+jJRsXRu7!WdTukX=t&=Y3T6~X
zswU7Na)G%y9rR8%Tr`bBGD=FDfSFA<zmoRIwaOIw)mwU_8=Xpi_WEsY%dMNJxZ?ct
z%L=Gf{boaA<k+4`)c#YuUFKz7+fONt#LACy#{)Fz>6I&J7#NW9*n{HYuti02!8-*8
zOTb}Hp5q_F`^l^Z`0ylfVAckVpdb^2qZ*(`NeN@OZJn~cqe-=A)r>@jA|F}o-DLhp
znXG&7R{nC^(2~UlLeg%ZX#%K=V<IoH*vH3-9w*L&ae>1~Br3KbQ!zDp{QI~;xg=dD
z$|;yAc5X$WxPSjeIaZH(ndoT~4hkPe@WZ117-B-5(}7qV2d7-#a#q1!gZnCP8PuJ2
zn3y?tN-(&Pk-?e(^F-znNdmglL}R<Z!Q=)^rx;9IHSK$Ay2BLP>-89c1DJIB<?!8R
z)2RiSK7tB*rTnI*_s_oa=5-7BH80p@`CWTvc^}KTpgdK5FItH`o3kls&=p2ETpP+|
z^W!OK#!JT_IG#2k$rlQmto0#bK8)?Q>oQ@KU@fC(mKSkxc^ZyB*3<u>!;%xUfXX@2
zcRRc6y00hr^d|Tg)EfjzN?lD#n0lE~C>fKaF$i+yV^A#dovxp?5VF~gcJC9!%NRH`
zV+-2Vc%ZAJp)hcvNYKW;E2fbyr;;w}#D4U`=mnBN1!3Z#xQq<C=S5=@etL1Si-~*j
z7^-;Qc<_aucQpDAWC{I5oA~5p2_GL)E5~uGXQ3=IB9=^?0TkU&ymS^Nj;YWTGQ~JV
zVrV>lrXJH|e7(F|rbrq!wblWlo5#NFq+J=|T0HiFU$SE`eAU&fgpmV}gg{!__G#gF
zej5A0E-sxIsj`D5f{ksE+#y8GEG)(=4BPE+jJ}fs=RkZ8vjhmj8s^$|J}b}HVPr5w
zK)-{ahrs5<e>G?a?ERNCXO_R;$7SL!<HUv6MbCyGkK?@fKowRXm&%R9<KOo0`*iCY
zVXjF(qx)~)6~6%GLq;Yoq|@j_eoH{W5YaKSTOA2=Z)tHaljcfFOw09gcSWJ_CGXzM
zF-e=_tT=j+hlgqKLwubtFCKG-9B{Q@-y${=Q@rCfzoq9U`pUq>WG(Hv2lkPQO2Yyx
zfa}4pgE<WiA@8ljk3TPLxm=pxX}JNN@s>+q3|eTfSjmyLhf^bN#Z++ru6RXk$98G|
z_Q(EcVix{&QitJ$7Tm%F{s1auv~bKWb=BDMwT`#ZVBrIQsLz~RZ6y~jF>xeJV}iQ~
zK|m5qxdUI>kI<D6Xbj<6?df%W%{ozq@^$z3XJ{Cq+JQ>E_3dk$U41%?+P$~P@(e+u
zd>8+Hf;Cf9fJkvrk)WVK$N*Y*=S8nw7C5IM5Q73~*LGnJ6F_f8M3OYrRkchDI}Xg{
z+z1GA(d$t@+)BGk#AZd<lkM@AKWU;QDe2bVj2Gd=+E$dtPVv$*k}j&`cd_nKJm<iz
zID<4KJ1{Un!Ni0S*y&G!#;pB0$=}~{Vkbp_sb;|V-p8>WYw-keGtuFcK#GC%5z>f+
zDT{wxI<8LI<EWBp@?*<8_$W|H@G)4h-mqv?k#Ws-Yv>73i|987cc2M{yn7KL`{hw!
z6dcscHq!-(=?|10G<<w%|NfrgJ$e*2X1VwM$VKXE)eRr^0^wFc0FKC$hx#Hm$eS>R
z2p$%Ic|d)*6bEZ7D|alh-Vj6WFG!t8H8_3!`|i}s23o=md{tRW^HQX@{{GS?rhy3e
zH5xj4r%4qys0OmK7>H4tn6|uczey##r&cE}tiy2CJ<QZU7*`NfHvQULir(F1YXI94
zSS?|c5xr3l!PLaZ$6MC)pHWaD1;~d(G~@`9_*1@xj-tSt?^5HF^2%>sk>8sw=~HW0
z&s<+%#|^&>^K-O`$VFWVi(q$Z{M;Gg{NAyN+2iPg#1f_5&@2Ytr2`9Cbx=@I-Q}PR
zlxvIwjdy%}45pOgNm9aBUQFMGu4NaJz%GrNEZYm_3Yd|x>N31z2R$iF-8{A|)}D&*
z`UCo@<H+RHa+T*}N`(UrXPeyhf(Q=T!J-I`7gQXj!sGOM-QSFFODkeYp7O&e8n&jP
z4;P5VZ8phi$r6>b4qEeyKFoJ!lGZmIfw({nJBh30gE4{NiG~B1O0jWqC5_{wGv>XH
zkC~_U`VYDb)ps2DcH@TCL-WX3{KHgdDD2>22YmZRiS(l2eusHk&xUQ-dzUx19<86c
zRZ=jE)o)Gja}8{ih8W?+-iDH^c$Ugvgj~$kIY3}dQm4Z_kt5*;)M`u!;RCmi1Ek1c
zkO46l1m|BKf(we%L|`a`k>)ILLR|jY-_7<D2srqix+CcgNDwg*xi{ZfEw=E6UN*1e
z^>pQ1Ao#%9(esYolz(q{)2R_L1P)GS&9Jy$4t0_-D+0+FiB_}RFp?q0uE5A&zs#<m
zui1q>AQv|g#s2+}hp+LWuYo~VgyHiJ>%k4EpY~4o#gwsAu0FDQq3*|)KSdQ`MKJI$
z0*RkcQ3Zfu9)_j<IIeswl9s_RS@y^Nnn9%C8JwA+cP}l?e20YvHH?A48if+As2WS=
zm@2Uh=rwGtC1qmV+M9WUPs%xyM2`Hs4*VknX0kO+-{@W{;>)rSF`}fFk&PKk(y4uz
z458BG{AZh-gs-AIr<@~>+uI$!Vwcp$x=bG$7IvGMs61q)J2Y?78VBX=<z<LY;)2Tb
ze=}_`1O$VWJdCOiP2)m0I{NZpUAO@UKf*=8U;AhEC|8+5nJF1W_6cj(YKN0QRBUXq
z!)(nNqylaULq@ng6RZ_+6tYywNy^gPbWAE`0q>q(tAagT{KhwaVuF{?qc{dL-HAQz
z`u<CvkUu%O-fYkupYEPnJg8R5ldLl7#Sr}Ag@5^HTl!nF)=4!QI+k6X_t`;fQ1FBN
z!afBB1uors&AjnJ8QJ?V$rx6Z*UiXWlhC##Zf79mr*NcNf~;Jk^Jyq=oQG|*P}%y%
z#k4L!wLq-ITBtlHKR?WQG&5*?#nLtXk9gi>g6Fb78@3d7kg4yY-`{;61MedV1j!1s
zhr(CC#1dKWC(s;0_jLkK)RZIb9gHp=wwz#<l$1yb9q8J(_QFVmG+4pJLhi4C5N~w4
zH3m~kyH~nWQc~GW=e_%EV0h2qb4DbF#=XzOO<ug^tG~Sv(lD4+fMq#`p%NGAstvHJ
zu>T#J@!0=v%wsmCsMkzGPrI(lu)dsRD=u}m@j30rWN+FR<t_tXoYl{pw&A?ep_$d|
zoE%J?0EBn!y}A*i0*%1&t0ee|J>f20)RG$0Wm?kx`jhb~-zKMa8_eSAv7+YqF(%no
zd(Na9n;V9tA+-iv|GO{GPaRN_m^ba$AueMz>}i`R@%lBUVrby6IW{o@V#hsFMPyCK
zJIVIGa)2ZdgU%=@%WlmuXo~10FOjTjbsmE^`sTb}xM4j(?tQr*KyVMx@Gn4>gt4ks
zAmU#2MLmWoq4vqJpD<X+0h3t>{}>!L52$Bp?520Yu{c6y#6^S&lPF+NKzNY+-oCn8
z{Sk#YD&N1Wrmz_<LM9^swh4Fza83Y=oukY!+xoD8Mh5!wviXzjH)wddTl6t|syz8>
zpA)6%de^DYpLz^%ntyGHqYN}HDRrwfwZPO4-TCDaL)KTUii-Q_QTOLp!aUl~0j{B>
zk?4+<u-Vn+>V2T(Igv)xN)&K+R=Jn`)%i$PXIo~n`-f?D?e~2mBcsy+v>F{gjDnA8
zv{PxtCe+IGnchBwb;~aNKA)r;^<rQQg|8vyXYE&^Gd=h<|1fs)T;FRwUaDa$HxlU_
zW=cV3FdNI2(1Rqya&QK&S47%$f^EC~6x_HetolPz<UTzxDDlnqFW5_gEd}oeNPq5)
z?geE>qtD5JxO@mhGic;Krz-XPnG^5&e>ycj5^(!yPxe8`Mx|-N4pHF2-ze8IkuI{@
zz>3FRWJa$x+bfx(#>BR|=e+sr_zC&(7Ii%?Hg?Zh<nhJNW^WFxcd?AN(LupyMfv$C
zk-gu|8V!ni-}@C)FG?1fJozFLH<-R)J5~OdAdnJ0cy(IEH34Q_HBzqizU1}>hfzU<
zvWFCpS+A2~7frXqlyuu+3I$r*63aumvW*5EY95|cKpurkH_xn|gB*b%E@48Vz9Dva
z!vyS13V+~BCcr`2I_ZN1`m}elouWI`^+)j3Ve}6y5En{dR-c&cw!%@tpMft;aBE&5
zB)EXq_A~HVAAC?gfe-ev#prVPgXg)z)G`Ej-3RfO4JBS*M%j3rls`yw9=TB0Xu3GB
zw$=E^l+&_$zG*DleMu=p1w4ga;s$UOecIX~Q!{+d0;IuQ!jVWm<9r_hPlA++cJFX%
z$UurOYb0=dyP)nz_`-omks3D9EQOO$a{Jv_PK*paR$;rhAYR?3;P`CiSr4P^OHJ*n
z|2f`-KKURSmQ;chc;3!Ey?+|-D00pij6AMGLqkpa(>L+?MMXfEj)DzHxkMddh0*i9
z*g%-R9tdAy^YXnFfFhhH8Dlbjx%8MWQzYtJS>U3~t_KZ|_V>l^T#bSAaKE(z&Be9s
zn+E?qk|*STZehZ8>c-WzBx6$#k&*LMn0_;BRel&eCbnz16<0~PnYG@$#ovM@@U@iV
z?gKj==EfY`j0xMeeUB=E7WFCKDlM$Y43%h|1!su^AO&6&jl(xi0JvGGOAH#b1P?)_
zf<C4f^yYav7=zTYf?bfw=3g(w13L%x1N@j;6V_bhzUP!@^Ue=irKvS!S3`*HeoeLt
z;=I)b+7s52oBJUGXOS@oZKZ#{NC<~Eo{BL&y2}Y8*fu1(DXu8nCsg3DA*0lq2eFvf
z0;O|%UV=mc6xa{PvRmJbr!!|iv%nfK)4J!ZcuArkykGg02km$E6^KTbwK<lq`-!Pr
z4%}fGBL}okU&u&@VHAAcTv8;ugGCfkQoqp*R;fGRKE71&^lY?WFa*Z{OaPEiJ(o&|
zi}UX_;VWNA6uKGrxKFeY4}+VCNsqmql^VoA3rq+i+?MdQ8DQreRp40^CmGCt8pjzD
zFHL^Xw95+9&sH=t{H$+vK@PM~5Wd$aG2$?4<|6u+$4H2%R+Uyah>OICUZy0^<MfEf
z^VhY_FAp>CKN8%;JTI4B>g;L6w6qN8?Fieijw9{U^jM|xR85CR?WUYv>FT;j;szUj
zzPIrnhObMRnc)kPxNmuOGP6%sYD3bHK^0;|06!R>qiyBjNieABUps;;k|e*O0k#^f
zuvO6IFMS3oo!fp9sQERWd8q<bz;0o5f1yt8OqS^`Y)W4p$oSRJAihuswrJr8sa5q1
zs1Q#;nWKU6d(bxnXEeXk1!#SL^fUdzE(@k;OaNr6Bp8K&Z^>!oCeXcxmM-ntrcPIZ
z<z4B#I9HP~(;~A?iZ={Jabdp}=LI*}`=SmcL~?@f+;c7|-*3P^#WuA^5djUXr5nb6
zy@$uYUsk?3G!Ty^PFtP0S5&t_F8Vh$qo1w)3RmS6*DZl{@JC#Jh$mn3LZo6vho$<8
zgIAS~phxc?=g7tgrM69jH<@B|i8)idP@{k)&iEQK#1jo3pU*IK8zo5%z_1N<bYeo?
zkm-fIynLcw1A+zv{?-wkc(<QIaYB5f0^(~3fK~E@0tHduwl!#K%t=&IUQP?&hO*eI
z8ymM@lJR3zLshj4Chvz<dn40N&v#hin^j<M<-yqob5B(8(zH!Oe}nsl*_@xlmC*t1
z3M;4{cim%C*3|3={NSqo7V*_D2yi_nO7$-vCsTtQNE_Kf*e+~*jBDTCR=uar_g_vb
zw%xF2A0Nj&*n%D*D2V0+lr}Ey=WqVlx*aY?x8@`Hh{}e><_X~}u>LQ)-aDG>|BwGh
zw(LDaR%A=a-h>d6kr}edmh8P($fnHfY)bYB5!qywy*KfDyg%RHb<TCpb*?`;r$6c(
zUhmiY`FxD~{dV7aDR=wd<JY5L7{F{aP*r!7=J2ljdCrU#*%dwaN2<aBQ>1E2RJSZE
zv4o$N$W*p$ME(3v{kGt*{M-?1EF7Dxxa()&Y8J`FD;=M{U+o0TLnH(5?OFsVV-{4{
zP-NRTt+T*|WSQZF4ofhHgynacnV?Zi-aX|gZwP?Z2c7p8FC1(L9W&w|keNFRz;O;1
zwH{kR;#p};-zV~MYRi;8UqR7^G>C%JbPINV(944Q0TkIC*0p?Y-*pdauqhYQqLi&#
zlU1vd29Vtxj~_fcglYoreMcc0aM%$Be)~<_02O`+9%aOIu4SeBo5If}PKttjlTr^}
z9<B4or#qapYQ!Uddj3pVt$cM7!%86n$M>)CA5)ko`V6vdyFC(V&D!H1VtCX3eEY3h
zt-<eo4JFaW2jqqIK3~0lUCFHY9t(1}?4cmUhz^Zv<dVkf*tgIJ#bIh2y4i4CFd{48
zEpRW>^*)I+rIeI1D)Pq0Y=ao<j-Gh+l}>tm+jiY=w;5iF+nt>PE4_^dTp4PXiH<jS
z;k>c=m2qSRA`iF^N`)N_RpsQ+K#va!(VV&Nzm7t^gM-ZX?iJ4ns)*Tf)`M9N0Z723
z5du-ht9Tgug4Z5EIr0fi<t+!wc(kIOj=Li;z|~Qd=IT2?h~%ys(?8qTtkC=XTT@f>
z>}3~shUXub(T@@oOfj20o2u}V^{&!;$8$U|;J+jsl5n7C^du8EiksVcZEeRO@QK@;
z>(BTzBj|u$AX6QrYbi6=wcF<W>ngijMY`%ozYKHldWR{nLsZU`9Vzcnq^ykWdB|B?
zXRf(o-$o~OyA0QN;^lSf?4&UoxCc#4N=+6F3*kq><F>ikxTcCmhxy>3g-peSd-KXV
zxQ#%g$Hu{Nh;_9tdFuUr4HaGm1a=};>_oTz%8Z<xJP|M|P%yylh<FRHzyx!28p9%K
zm2ShJtY{o3@D7MTuc7n=1EAh*K1zwVq7wf;QzU+h@M$NLE&eCheQ#>24;|hN>xKRA
z-q)%_X}n3KrOLWhB_AFK;Y#M?N)_T*!h~D(-RZ_Sj=lz0g2$Hf`5czbHG`J&%S6`o
z5KKM)A3wwmA9AIKPV14gCub1kQw8TOJ3QhlM1$WiCnpDwRPc;HK$Apn%gwu)w!W1B
z)gKfh@J*N|LHhYrh_h=O$`}lU;B{*$UZBUEuL^ilfQOO-j|P~{#VcA4u!~0t+JnqO
zk?trp5Of$jiQ4Ftz3iUiFDfmy(fEyk8PqTMJpQQOk8I-I{HI&%@yjcQPwjc1od;`U
z4?2n6f4g=3#i{Na+%$M-{y0ePi1pz^{FKe%-^r0&O_+Vl-5M`OgYP~PXBvrYWdf<p
z3)Ocw2Lspv0m~Y7qp!<qtUfPg;BhmclOlV`g=z~sHGdMyv;ahk&xJtPg;6lPH{dm$
z{2#80)n}+1iMW1djuVaPe*_`W(?7%i_)}=RvkXKytl4i8zye=0LrU%n-`A<?V1(M1
zl(Y*W%Z8<)GR?it*QVcabETPNy0C1|%{YD*sO7^RQqI2_bV%T28NT<?FK|obl|M0a
zJZNMdO-b6C`eym;;0_6UV{$x8*&FCDulaSYY^7@?J2GII?ej<f1hlMv^fYd&SyV#(
zk@2EgEF<n9-~kg&d;6vPT-&v@g1(b|J#J`6kWT4GhXwR!wvXH2WoJKu?;oF%8g#oX
ziR&MRIa3C}1qokI(JW$az8@N(7S{w!+LZ0iMy?BXVP?Y|tgI2LVwFsh+S1TbRH#Sc
zmXyzj9#;$85RF&W1H6hRM<%^W=li(Q6f&)rabLXeSgNE#zxX^7<sls12xBL9A4~d?
z*_{SbnuJW+D|xy!1DAbHQCN0*i1K|oV=w#}2!jVlM-=DA_fN#nJL|v0v^b6f?C19S
zQh1msu;R{kn1Y)GO_BB;ieui@c*M`m=^nW?rx~Y78;w!~QtXZt!F#N9wg?cz0iG$C
zOiTntJ&)<pqnU~3ZF6YlfsFG>hvS9Ask047vNAYQKo2FfbCFueSeV>^n2mrqCL9!V
z#qeuJfk*rIu@@yA?0IYlr&GQ?rq!cHG~--SbW+lo9W9BykCKLi_KDfp*sL^uBTRa*
zRK1B;U}@CscFHc)W4ElS#15VAntN^Zd)HSYa@=O%?Bz==JcZMX>RXrrQI&gdK`oHq
zcaWNDWs4RXCt{3OeYcVfOm%ELR5!LtV{30E;`YVRJinUMXxG+xr~I($dL`f-5U9<1
zjP!S3sA|Rrej~&os%<hbG*nPmN5*;4p{j-^uonLq8+cIDFNah<YUXOO&lr6Bz>kHG
z?@)E1^kn5T;X|c_2515h1}4}iZ*MFL<idIhN`E8PZ7_jVxozuRc*^I9%bTz46VRjb
ze&>%rXjkrzrG5f?`$!ab#KLVQ@kzp<IQEA+_d>3O>ZvYt>AO!oHr6L7_?Y5vE(K#{
zrdV%eXXArHjyo1BYdjAv7OG)FM?JFMraiYG-oYBl6h4Vv9WKTw)W3PG`CL1ii<k7C
zXk5l@vhDm4pZ>K+^z4?l5KTcj^&X*st`iq3J(Fy(f!h_z-{XeLnG#s<-KG&DNK^Tx
zG6}*^c+bYtHu3areBBxe2!7-##G%3iP;1IlFpGa_m1@1F20k_e0~%mC%#FHEXJrU3
z)d7tQHbyIt%eS~147fn~(gpLN5$oEki_Hqr>&fM#JZ|~i?Y{SRa;&I4@Ccf)ah7{j
z>BYoa<@~+Dzy_*4Z=qiMh>!W?L}bkIDzC^fCi`+2_`wo(N3K-6YA;>X+PbN3<fT4O
zNC8T~@F=p!T5c$k8rH;zni7<eRV&R`tI*BK6SW3Krzu~(ykXiNx*>YFDMAunMM7ft
z`!t$6;mhC0AR;idH&g^O&sO_35iiwvQB1!4$BE5u*aUH<fF)1Ts5b6y@F38dK#Y3-
znCvrZPR_YOv!9<1cH8y=NV<GR?VGzXl?#7PZOg(k3lkhm;7W$WOGcQpb8z$c;D-$U
zK1k1q2!1rW632Fd;~sH~_w+o~(D+8`+Z;gfT&T~*fWS}w2fPY|^?d`K{4CX=Hn2d!
zz?}<pfYuui^ATH$UQG3YqP<&9IAe91(~c@Q?{P^|rk{Uq$kA_N(3dVABcjP@>rXCy
zGXUOc*ccYdsw*v1!1`Tkp&HIkVySXT_lEumm5(fJc05(&26EZH5>jK&Yj~OmrW*f=
z)!BIljwaZ7v>NIMR?aVVn>rEGe3C8|I}y!TJ2tM@W=zCFfIWhxM^q-^MujoU<R?KF
z)EpsY>x$cydQ{5RwF+`RFtCu%Uw^mL2jCkJb)?H;oeHQ$GVMUaO#=uj(813_)gcX2
zF{n`Bz$1n4%0@{k&%_vS|D&=FVkzx_klcCxNwcZWq`s$Tp6A1eHS_blQ&7@JcbP7h
zq8TwHt_0!uHhtMjNH%O|0V>0U(JAWREdDT~iIf_Luf;Mw^Mr`o>XD5w=$5{WK3+7*
z)q=u5;e&ljsy7pKKIYD72$lfnz)+u5cG53XAC)xaXs0t&>5%A-_bGCNzZQflZyw>%
z>Z#d&XER;u&Kq%2EoN!%i0rvb2+xFpyr^CPbH|7yNimN+G(UIA2Zs94%MG%}f-ee2
z=rA_6Vxp}U6d%B#qN4MISrmYMSdZUA8*5)r9on(@TH6f+=mwy%fRBnLJ3UJ_mi!?Y
zI?ZCmx?4OC)r*@7(p?@SzBaq_+piVG!EgKNMeX}s6-iE)p%lq`MHEY!Z911!1uAL%
z;9ThgapSDYZ}IaL;!k88P^$znEO|spqaG)OXSSm!H6hWZUf%zAsZed@gv|VLjyt@T
z6AljMN1K-OZw^(nJeIJK5SA4vk|JjeBKwU+F91sm;K4tZgoM|YoSi^gSvvN>R1xzc
zN0N#oj7yT2)TA1EuWapZo8x%8yYlx&9^{NmOFhIi8IvOpxs>*?igsm*zl}-Z_NSz5
z1mp@+My7!8M;#m8D?1s}uk!f}OiU}OmscksPXYlB!sG~(xwmJF7zhGHw)X+hjusJ`
zt?FUu<A7art`U3rOW$E1EUB>CN043+zzGU5ucPp<jd#Ps!%aZd4xAb{jzv3eua<^Z
zz~X=~%wkx)s>zGCD}JXJC_o5j3y~u8kq~k1lXvXORm#Uj+TTF^k`KnzeW(H-5;s(k
zza2#5=Qf^u@A@GuP)Js!dk=s+D_AZfq((PJT*t?AHuj4iKi1ndY;J=C`k}ZJ?CUSj
z;P-%H)<xgxb-K;o^nI20o>>mhm*1F3I?puQmqstjs%Fcbb-v~;bogj7gU(*x`q)vC
zh<Ir2YB%OtQc;;J5y^-4&9a_#M*{C}+C|bczH}Fg2IH$FH%H85iP619iU18*Uod+8
zJ^d?)HbIvL)Tx`_36Hs6RjYBO08up!ptjjQCuzetIXb1WUf=(JXQQ&RvKh0~AEg>P
z+S}Q<xOU<VZ+U%gNE@`s^87>j1wIRV?H@;q?tuP67*}KzkorFRel5$_U{0=%Et8eQ
zXDwT}e^SW30+_lsTS0!`>njVC`n4W86^Yj(UvKs?Mn-%*mil_C^jhB>8q(RjpT2)8
z^a53iUbICbEe)ovgdmIu;WELBvu*Gc1$vCFtC3Q|-gH^RU~R)Dl~DouVwHZptV74Z
zrd+;ed(lMSzbjW7F7n<LOlM)|Wb~KnnEk)wLT&=3)zK-{QBm*Gtk&2(qS<qXUCiY>
zJ6M;w%HHm8TXyH{AE%1C%R<EW2IZX$rPe3?{x4!iOU{|$Y~h(AO5DhQM99^i$vB3x
z3lQ0j?T@F3YM@F6;!z*}->ou>UC?zuTtNfyXJ*3-jx~U0g2ZV`*$Wz(1~7a0aN7UB
zoXb?$xSwwU-3v^_<S^^pULsU`N5^T8sKNu$ahCvbw+`T7D;EVkDgn$godF!~mbRhH
zM-=x|*ON-FqQ{hKw@mnRO?;F#-LXJ-iX3S18s_jV;2?%~v&#5e06b;$bt3fJ6hOS0
zl~;{U*0w2GyLX-g|K}e2Y$sxX^fJW|-H(9{^YL4mY_7h|E{*2_twMJcJb8DTsAi8@
zX8-7YxXZYNnoJ~T#S>9!yh7-Yi7m`VCHtvrC*N98^hNWn7Ti2my)9ji*L&vg3G5Ua
z7R>ob{J*im!$zZ250%T0R+6QrjaB*Bt&<u^|BMIhqDUbA7HkfzG`aO;Ll3I1wlQSX
z4@b;70@NDLX7$>+nrJzi7>q8O-b_|jVbi3b+Gi3IR1iZ9pqZI7$Mz9|e9&V<u?te$
zeHil-Q%yTtx`5goC|l{MSbgR&;>{jH;IlNBg@`_CDw&%zfxZlwxwSJ+&9}sKW`X$N
ziP#aqVx?J|rwy)G7|Sqlam7GuOXstqvGj2s6^GNe_Yq2=xn+GNmX9RUKMccgm0$EF
z0rdF}H;>iX#t_T!)IkfFl~2q52H9~B%%OVUKY&T^;3<X3lEvrgo%QNRFK#m^!IlhB
zY-cw_(}}%Du)i{fjXIud1gy9P8pN=3p}hP+xa}v78iJmW$)AI1b7n+VWOK}4C~kWh
z^uiTSP46u`fgPUcxP_=Ti>P+!O@-icQBj`#p*T}0F)FgFtiaB+^=&EtFFr8uG>MZ%
z@vf({)35QlHJ(1PRP`%ACXC_Y({n2`y)1oVb7yn*2Q+UbxKhwkW+LS6B#X!PCs5+?
znz8C<BJ_x(l*h&2Nj^iT>W|NtN6;N$-%=JaQuUv=9=0oRW-fvhK=j|yPXrR{KVP|C
z5Zss^t@9SGGr-lEX-z~tZMdk#hP*bbmQH||negsiH$Y39yx7EHo(UR284|hj<`a>z
zgm)xrJNGU<_LS+|u+k-q&42t5?p;+4w1vgTt~h`Ez&HYZi%>6vshUM4wGEy!49alf
zJA)w0wwz3FZq1(1-Ibq<Xo}3+oF-0F@#hstUU>L#QQr+d-a}AC(!Y|EF3*T5a2GB4
zU}atsQ~H?w=PUJffug1KVQ!_ou;vD$o^L2y-gt}mxfx#l&feLAW03Ku)yU_iFZ`BU
zAKnbc$__Ws*r}k5>-*mIUGzTsvW`r0(Pl9-6X9HCuN$zn@w`a7ogfoWR1gPGfz!U8
zG`jou=Kde2nSC!q%<XmmI3@$Nr<b(5sOq`hk)c;DZ(Ky?u+WSUs~5>YoJU|g07oAm
ztegPK(357FH8n3I&IKbd*eC;v<G84?eutlMJO=y`2m}J%o4s%LX0^2IF=JK&Eg<Yf
zz%0eHax?$LBmqXxwu@btLf}YmY$J!Po*31CW!@4ruIQT+6_zW#@n1gZND;vH3Utmj
zZrfC%bR3WBzs3%Xw_3|*v6(FXtJK}>>$PGNa|1N4pFxPo1H6uN;vXNFU5YAcaimye
zNbe~9NX!2bOO4v*dwqCk;o_i#T{bjxcG#$JBX(TK=Dm(?@%#Zt2!k2#ZMtZY`w?re
zxnv5oOs8u;b{&q}>c@(UQ#LB!az=~DAuv}a<*P;4AgI#ga1{9-mWL7AG5bZQ1=Y>l
zF6HlnRL51ipW`UjeDp{neB7Yfbprb}Sv?L+uBudYJUxXqG`8=!kO3MMn&Nky-fBs7
z_v{fq3OE*UxEgW*({2W~DsgvnP{p4v+#or9AYcq~pQfmuQb6lEy5oW7FV(YSmNIFB
zUHpn16j&XgW0nF?0KA_aU|=)r!2>Yx@UR4T$GSk3%_T;|T;VnOU4hRg^NZlq&2~tW
zj$2gReVeRIgK;3qb?BPp3+KVNP3E<Xs@^4(qS?;@Tc=rfFFXDg&tGuR*@(qdGaj{G
zZ*8++@*TBa7;_BS?9<dGh<>h8HGBsTqHj}<mMoZ&hazPlVqDW-vsi}3fz>h&6<#U2
z*ndHW{@Y5+SLr_&Kjh^6{t&~QGEiJn0$7qJI4+B|5D;#J3FTe*e{*zTRLm-6eyu$O
z2+(m+3A5M`=lcJ&i5^SgtWByx<}hu5@j8GlaQ*Zh8cBnnO%?C-@)i4u;>C?#8noY?
zrb|v6^+tKU`(Dn%LIi=hzdYS_;KO+6bK!Emdqd`YzUpf>JQPd8cZE(8ksm7LZmG3_
za3<>3ZCNf<1LCCmwKE)A=1nK1$DY-br>l8FjFkwvHfq}KWl~FqpCyDKz4OL1nfjb^
zP%EKvJ;N6#%k<>wW5rzj&M9SF)!2`8jdicMg``*{W_z_IbMd7Qy!PSBHy|^wc5C>k
z_}eknvDpqPld~^9<r^{FC*Gf53k-dQvxtz0NZN5PyW9ir)K2Vy!NHgRgCW4|9cCCz
z2=g7-{o&4j4LI!hjEwKVANRS0`DEJn_YWeWXQ1^1kcBfKMfd<r00^8xC@Leyt&ioN
z)I9`A4d7z%3x9fk7YKgpPseHxbX!i~X8&E@v1U>-1>rMDqVq<q&VZr#ywRFjh9Xva
zEn~nTd85}DBVMB;>`BJtpMOcplr>x`IrB>vs~dbU(o#}W`va}6D(Vi@XN#b>Ub@)4
z`8IEu&F3+B+`Bqg`fPrmfNDPbYW4wOxu6YrIO})|U;K<d<~xc@M^kzJalA*F+idWv
z>K{erf&L#yyTK|mj%EqP+G`5O3KAs}S?@(u9t*11+Y)z0er@~g&e0uDjHM{v=q8jf
z6FgxeLrWIkqZ!-r0tb_o6m7}n*P@#~Q04){1v}*ttItqWt|~>>mKBXtN$d65XytXw
z$gC!I>%Bt)cfZZ3d}&n(Jg*l6h$RZ}GtS^r1|J_N$Q)0mEDu4#aO+I-Np($4amhu^
z>kiUq22x-OgW)O#bpN+$MUnth`4ETi6*m>}uYvx4MU}0qm47GlaZUOoHHnf5OaMUZ
zR(&|v`Stp^qMQy732~Vh7V^W(2s-LlKBJCF9u)Uuc9YH}D^^S*E6J4dO;;vo($V5*
zqSO9%<!bex?H8iR5|)(WRl1*&Qv?L|3dKnQhv9!3bVN;pXlj4~qb4nL$>Z4j;0xRL
zr_mQprqJLfBJ}+5LI7G@-Fl3|BFo?DWNNSuUskFphfz_TfQb#0ED04GJHYDfId^Y7
z1HFQzx5wLY2G4y)1{Alx$C)byc=)af7&R*eFAmg0L#g`YqQ~A0_0<7~<FCYDsEL0=
zaex53MNtSR{1E<2_{M&~o}+J>!F?zZHB$^-!2-E_mME#4XT_Qm+YSlKx4CLc9An{a
z1jAp$_QRVm;d`mN=Ge@1k(3o3F(UV|D{AT7TZ_96u>zv}+Lk$tR-Jz>yZkcYp#V2-
zeT9y>sw(dP@K`4GGq9HZVx?LpAEV5y{#++mc{IZ%beAA7KDFrA+zBJ2&ITqfj@bIB
zHhA#UR6^7W9~CcuCI=Watm6<ajC{e@ZvT&eedV#ky8RK`fZh4QD%@MHsZ(!T!txY>
zY6J8IIj)pLL>p#c&`$Bns}QZpyqfxvj{NP$orWO0tyD+pXzMT6EE6d`WK_RW7&@-M
zWf^AwXm)2`U-wSebwo_!U0q!fUDwtVqh3F$XKvQwTHb^N6oHz>2sZ*C@yLUv{cl(9
z4l`q-Iq`As^Km)_gb1a*lOzcZ?o-ViqgQ{B7b$8xrbPEC0Rx|ikqDWsK|8ba%`-YW
zrWMRJRL?-3JbFd-1h$`q_t`L|l`3=EqGhYB3e}y}nWpb0Y?)iE_#1QsD<8KFM#tC*
zE?NVcphRNr3P7zIo{!)!CHPsbI(e<A5I0bKwrwfhqas&+eQ5D9ay__J=xd*oY~ih`
zMNK#7GQ6~=^})gCPmwh{Itpf9+VH;2VK(5x0TnoayH$fY|EKY{6?_Cz6wU%lRJ40>
z7mdaDi=_jvKcMYc^~RmgCc+h$lk@IY&2#|FkO970tLHPuv_B+W_!FqAif}hNIb|mD
zENC3DIl<;^q5%+*O{$rn!B+xJ6+lISpO@w1Mz^nt?Un1<>#Cs6LaHv!^~#5vfj(!O
zP^Y-{7Nv+#5R44*3u|7P>xS{B<=(Y7K8=Z8o2Zb0zyupcN5IDsz+4*+)9_oA>=!4^
zD@nvcQUsWhYY2W009X)Y)XwE61mt&OrR;K~oi&++dx^?E?Q3Z;3hNC%zvQr{`c&!M
zcm7vgVL!8%FpOxdla}mfUxa!d8t%^24Ws4JZRlUaA|gz|Zpg+M&6XcS_lEGzH7fhU
zIi9QY?TvY--eW4%viE-BGDR<%-)(T(jC2*oIiBNU@(IJ?R%LGxFtLhMff3sgvgVeH
zC%#pe*hhG6nu`<QXK=@FW&d~O#L}?{wB!mtIj@^-g=j6{ScQO$SB$oNX;DW<M;$v#
zx0I8=OkE!z(@EcE59kOes;JH>Fxy2|Xkx{<O#y^DpnhxoCq_HE__JHe0iqg^$b_b*
zrrHzNJ2D<o)SH9&9n@J25)xlK-i-DH_AHx#xB51nDEu1=urPN#H1ZkH9iCzfiph?x
zRz9{hd0-NMYyIJ#gIyg-N5=yLL5}!Uj)=ZN8?lxJO{4xH+B@{bEl_u}{KtEe^Bmx;
z--F|WkX#~b-p9f%Jt?Y=fUJOpy<N>T;61c8#8g!MpjbKs`CO$DFX8irAY$=4D#}BF
zf1W?8z77UV-cF(34<DxFw<dwL)<Y-?5FFCxlGF@w`D(dMjab_k*BF18H}_NT7ZK-U
zweGwTDBkxdQ6Uk#!pobAU>C^fEhZ<NY?km(J{R4uKg8sxA|z2x^8eO5Ru&mrQ;izT
zMbIc-nS1}aAt&g#b;zep+roS7dh9Et@<(`}=r!O<c`^yFrI;9P{Y<pHjcl>)zZT~-
zNyV^;jSco$*LfCPrAH`)+&UXrv6!q3i=7h0K!8L*h10Xj3wYJ&`S?aB7?vx}<`Ob{
z;qo4Yj`kO45H39{D@K{lV?a#94Ydr?{zC2!5xGfOCG(0(%Gz$p?6>6g&vjk&gvm3=
zd*0b;E07BM`L$WeN3{fJ&Ma7dPptw=PE$DALy$wkvJ;1#OSW7+F=O;idC4O}%G_L|
z1>=N76phlCE2|SVF6)-SrmF&=8v;h_yVDvP_m4LyBdDPk<K&aH@@waYm8D1o<gI?z
z83&O#axgft=l=3GySaJT@z&A%K7!43EW<rvGc0jS+nQze_S;8Zr&1Y>%v!!x8SM@d
z^z^Ps9o&snFC}?ODvQYU*RDui&$17-oy+LbG=od)u+wXa%D6r$RmS&hx51<RsQG|c
z5I`BQ@m}5sF=n1R-9MHMQs(cj_P`=zb4p%v@`#!Kx@{iMpb#AbP<jL-^4Y1?r$_6K
zLQQhPaUmk5i(rt4pbjr(u~a&xSb}<Z<cMLR&L`cGaT#PPqPm*u>NjQgcD`)d2auqf
zin2aSFE3k3@YgOe>&%&%rg_Jmf|cR>f~JdEux_`={-?Nzk5GrgTz~oYE>QXf$hfZ&
z?fW_E4pdjb?TX3vy`}`gfN4cvkGK_Uo@U=#I@$L&Wb}Z5B%1FfX5-VE5s|hYa^Z%}
zI8w7{KaAz*fA{uoj`H3T!dnSc=>`$Stu|2Wsb>CEtNqo<Xem||5F&Lz&!y2#f2+>J
z=Db7yu^o>8J<eRU2!@OJ%_{qOh2z2jwzHF4E&Sb?j;J4U)bsG7+n(zO59)-gQAZf$
zc5gbFg4R=uof3!)#3saY@o<wZ9!FTYn%G^#WSWsIGIVW?Edo0--qYM}XW5OBZRB^i
zDny2WG+e@jLA`Vw1~C9Mjiu@xc@BvraQ#J%TW^yEcrzYhI_ZNU3_!Z}_2LSwk3mfb
zr#dX6A@ZUxB$}F{AJsgQ=TwV3t#=tIT<PgdQqf%R*gcJ2bCl9wG)6>)I@Hd(zr`Uu
zfy?|`0Cywk`re=*hzy7nsSw-&jb81}?s{L8jeS#|A__Ro-}>N!tZJ&ZIpmX!>z5&P
zywLFe2p=Ju+DTd#fWE`YekWJ{?syuS;tOtRa<%K3)4zgRWfEI>eEJ(Bv2=bpad(mB
z5&{`x16Q-KFZxj^I36D4z^-eg-C^DuP72;(h%Z4l!^oq4uiVz;6Q=ga{wZlm91m(2
zR>P&a^H}#DI?j+zFkni4K97~oH3lp?48F4~Jw@pd%o8@{H5ZfK*uyt&p>UJavx_8D
z=Q#^#_MoK-xZwXVt(|!K{JCd)nHAUvV0j<f;SY>qXB#E16gc3N<>b2Vao88`*e;qt
z2@Xjp2(N<SwLcQvLm<2vtuT^cQd+7~xN}#QPM(c+p-?qR_M`?klPjb1Loq;Xd1OL^
zz`SDFSIyWmzw9gWtTd29@W8^Q3DaU2VkaQa1}qLhkAqMTJVcWY6cpjq#?<Oj+8&=P
zD3hc+<oK5xH~N|2Ray8KH+<uh-gA8$vLFKU+83spR#o3F?1@f=zLh7lN7Y#Qa=CMh
z>iuJ7u7~9<)m+~A2|baA#>lzdA$~EyfW&TLY+4-TXnHIeVzp@Ijyx<<QxunBP!aW)
zP8&P$rCsD+;;S(VuGBD5CIWMmp$+U7K^%qXfLFLuA?!>vX?lS_pNFcjAWl|My4WX^
zP#+`kvI$h8w|Y2iqsR0`{i1#--sKXh>no-~Q`Q2p-12^g2ga>hy=b<GhB-qc``h%Q
zq8Si?X3w9syqZ)$3;7GmZf<V%O4H(wzmcGIg3K($TY4w`#+Z#*M9$-|?*kqGUG(eH
z!DL2L)6Y?NsK2>K9#rW)xr!{-T&EN~U~${MN=>(K!m642ZdX6o4bETSFO$Q;oNx5?
z+I;JhtkFQuL-wz>B`<{*{CBmAP9(S8Vw2VPM7Dz5NP_yLUBSNUdQA|Zq-wm2+^LqP
zEa@z<Ld6+6?;QiwEmA*39l}k1zwIqOzN@lrVf2k+hUZ5```8NiNe~C31o+u2ZfKnH
zFIoV1oHPqtzE39gW0b{vl5V0W!lBcqeSNEJj8Pt&)F`sDDa0=wF=+}PLcd91$b|&=
zY%E)ZxXEiF8o10+P(%#Rlu`~#N)L&M@}z7WfAhI+U8PfT>NwB>0)v&tfDtob*y|~K
zvf*`Q`M5RsyA(Kye`N}<cG<yuiGaw?wY!v;mgWOC0**g`Z^nurSOt#%**?P$k>g90
zLB|SD#KgANe;Xmq;P@+z*Y+Ym;NT$9w@I5#;5O~`larl`C>XsVZa@UXHoI+mt~qpU
zOnhqwM6n^?K|5o1sjz;G-5rIU4|fzOYR``%Z9nPYCopN~zYfc5SJis<l5xU{H%jEz
za^*hEY2VY_tsIstssGfm?m`3(a(bF9_eZ|cp)suw5TgwOgr^Y+9IiH)>-g6C6phs3
zs`FHJo;GQ0_^VzoQO@(CKV~_@%GDPg6*<WSy@iT2OPScT7DwBWEuh-&SMtg+&5%Fw
zIvg+o^k+eX7Bx<L#$*BXGKKgKI!F-u6E;2lUNG~o;)=6>jwCZwAZ)YN=5~(ibR6N$
z%;vr7w0K;wD3@4tVM<mG{<+?{>g*axq>Gr2B_$D1QckU!dbebZE?HFR>H?JzTDq-`
zTqIl_eHak~c@i8Um7W6@A<pulzHD$he66G{>sG8-sjDAO<q=0I?dm9>tKAlaH?Zrs
z$wd4YOJu~5073{5TX&~r`O%+0`+6szI6Gr|yZa9PSiI>Z7`>JfWKWKYzbj2CGO76D
zOECA>p)Pah#p9-X9CK<Ki@TGbNUhq<!o*J<P*3lKd`hNvfwxxcrYZyxU4`&RwfQ04
zzkD4pyI(|G{Rq3~S`;<y|60q#6xS5!e6cvmiAr0wuXf5_zGsZ`ElrqW{k30H7{K1=
zI_9&AEMjg=x^qC4F}?~PU)<&q4d+vRBC&=N4oMOSlEcRiZfCVUKE|CZf60d?VyIiw
z(wLCII3#9Cq-NREL{6<y`r!VJTbC0~2KEE{Z*q_#;B%3on^q^kISAQLn#D~9>JTWv
zcK?1S*pDbCh0hzeyY6w?Ltp?SBx4}(W5?>i*@pUn2kPa5*LL$UPgL1hQbdYFOm5lR
zzgF#;)TRA*Nu^s^`LA?tz#JPL?@L6K&%)kDX@#j^x+mxyry!dRKtpf|+}2EZI@x+?
z782bMpY!|7?UB1?1roxJqFR=?`?j~RrQM$?94xSmtln}mz)F>3ifN%Sd~?9-KsTK#
zYi^ATb%XG*=;7`E<bdxuI}A00*>^evFw{ttNUAJXh)8}oCN{$EMJnkBuEhRDoM6lS
z{iK@tr-QfUP;WGjErJUJT<1&jhf1)N(Ml#AVaz`3TI*qmr}eG--CR;0`7>AMgf;kX
zqt)td6W4Xqw1(*L3<l%o)YYLE{*?NP>?>2TJ85HIs}onXdsFmaoF=8A^>Y8wC*9_N
zj4NAM--2WQFMvnvN9U#&VJ-zR7$88RD*V|8TS`RsOZrFdd&$a>=2qdi50jrEP^8E9
znVSM@s0GL@9}4K^aOYk?^dWpEMa9M7TC_ZXIhy0R_A}RG9;99%$uTe>N6UABKy~z$
zPP)ExJm=P3c4rE7nF_(}d@byZ2b}L!eYK1Q-M^bxsjw8@w0#8w@EHtcAdq4iEF{Jt
zdIWV&rNfQ*#gUTPL<~Nq_{O{ClAKW@>)NP3;(Wyo(l!U`{yrgN^qhh}1XIr?%!;`g
zDu<1i3Nk{cCr_w9&?gecjb<->7ei_R=@d-uZ!5^ZD2z;p>3ZLe`BIuCawUYPtT0Hi
z&6v<wh+btE1`W>ZS#T^<+{a(ya3>^Hs98cqmP<vJD(!yyJhG;VMq5#+J^uB}gs_?d
zqQ1>spmYJCHM=r7DG3p*k)uxUDJo=mY&905gDcr89?+Ikp0+7UrtfCESTayyVSFQ{
z+v?i#Z)XM(2L#@ag=d~Cu!^u)AN`0}!GePg0ls|Q$DAT?D2f&Ed%zn3Mfz_i^#ApZ
z{7fj6k&yxZ8Kb!PbyA70^G4JWH#E34AZRw?E-eR)kvf1qHG#Uf9o~~oFH5J!M(a@f
zvIbuxPEk#)e(+L-f?TS#Yj8(w`)`abmQ-B)F9))HEaG$cks9EE`Di4;8wPtojAYFr
zD3Hx+bh7q56THwIj~5b0tjyo+YvWO3d>5i&IoUZ+n0qANNnP||V*G~XI$<;BF__J^
z#E?cdO@Nz*kXxAZZDAa!d9<)9o5jol?<1&Z`P-sf?w#=p!#g<#%#XO6@#61JH|US2
z7avrb4Qcir>uFWtPK;|C`mYGz4@(Fug-5>30^2a4p=MVC<wp}9xyna*TB>k9Hq`oo
zhym>d``wTH=X=qyjVl3<*AquWrF=s6dhf;pc)Sg^aL7FAgKy3jLtDUkguo|5_~IT6
zL=hoI*YM(5^uP@Xnr{TX2O-{<BRA}Xz0x@tQy{X_1dJ(}C-WftgFp}%ajQMD^mgoz
zn1SkkFbIn{EY?9H<ySZYDgwYtn3^CqAQFN%QUMQZJIVwj%?rY4ygsTZl-Z{b&~xc1
zeEov1Q?`>)5EMWkm*B<KnlNm>+Mf(Ml4RiSfvu_tz#=mzAX!g=#!q6F>*IFOINwkf
z-C$IW>Ew|&b7TsMhS4s)#O^b}n`>+q8)SqIrov`NlH7giwKsC#D|$@P<FThmYXVd>
z>%uN>t0I?+e?EYm2X|W&iaC?*J4ws(ORP^Qcbg6<?&2?6zohBu-ylxHPO37=iCg?s
zF6$!fIIhFcWC$=|Vj@U{sB38v1(a=k@dMZ_NyRZtpygm<+FQ9Vi?|(GxXZ^7rGLzI
za!^#1@f(F_4eW97tjyILf|>#H^?t)z*TL<!6afNm2lSmjafm~Nqo$zCM+6%tG`P4Q
zo0{ypXq#{fKQ;IO&;YSYGZecGk}U+_{lf>OJy2T_=U_5ME!!MBG18dh>#1To*{MY7
zu%i`Zdrs0mpYUwtfQOkRnh6Xs_&6mfptUvYi9y8N)Xz*+nuz7C8UH;wbrP95aiO3q
zUo7EB9I+;O^Cjn-UX32dWZf~RbM-T03c;A9bUJ#Ewy?yvy>T`!R%YH+-tK`m&cN32
z7$g%-E=UyF*{4?`it!O%dw{Fq0m*T60h<06l0Dk3eTlX$TOzVmEA;B>dBP!`SkA)z
zsXVB)M9);2^9Gb;Wl=#5DvnU$L4YO0#F~0=(1RdjI(b5ZFlll>;9D-QXZ((jktCA4
z2K&=(O1{n%GN5pWD1U4><`I|@<l{@Iu6}pOLfy4eaZDRq_e22%_%PFEP41bP%1Bsp
z17#N|ZT=fKjLU!_n*#RC;JJkava5xge|JW*UeMatYAd}QQ&&^YKAg_@DQIGVdVEZ~
z8v_QX&hQV%nFv)E!n+2+E}if*CidypS~J_bi#6BzI(}z89h>(@jDP05t<Rj47<5WQ
zq2I8bIUu9^sCeM&PW<5C5=)uB+Pk(f|AtvENDf8N+x<IC&NG7wtH~;+`r*VyDk>?K
zdc=m7R$}(}L1Vn`a&bGmC*EnvqYF#Ook8{Nuww=r6c~lFD`|n=22RYOdF8<PKZ!Od
z5%jlUD;3&$;#j}?G?vxKBjD4PjOgk2L#VnkDuWk<zOK56%)Its1s$tg>9{Fh8tixN
z{v?sq!#$J$lnX&`><!!h;rmurLW-JUyhJYRPvPZy=82EBj*4;0c)!Ir{UkhkWTe7@
zhvQKn?GzQSQ~vtH-wx)Me|d6lkYJV)(Pz#G6H&Ryw{43>CKE%kdOpr~9<pTc7s?+V
za(CG-JP(}MWHei-hbAJV?QNh^(~iABJS+wYQb+GFg@Y6#76t>vE7fYG_1))nh}sMA
z2!3pN)K1QZpJOo|5{)O|a5}f6YI7Vq678@P=Z(jx72aiF_{M4r^+}sWP3{jg0Vdyi
zkwjLSm?o0S85^}C0_A51V>nML?f+4Ud;i5DVk8EO26XxWwGJLwwPwMC?ROcA;zKU(
zd-tSBx&*g>#%EZU_dQjcg)S6U(pzL22{3^NCj&%60u!s{_|J@N_&!^3j9smU6faqy
zEL<>x`eBJfVdjUw*f&H*;L&J|bWjMLu`4S-2BPR4AkaWRN=QpP2-^w&an0_X%<SLC
z*ObMDTK%b>FKB!;19i{r=seHKKD~3Uv-63J=ojnEaA&UKzll*9=MAqY`GJ`vh5i--
z*^tJtnNN;Rp5$BM_V~Yv8%Ps)MFerhtdgPM>uGVhiAXgANeS;2X$TOqVLfrBHEqQO
z94Ls_+?r`yUkn58l-imF9W@t|&++@vM?PU?8MYS{rGxex<zNoT@>;~wDcA2S+<hbU
z##YohsaFFo%64EF!q^n@I;ZQOz<?Bl9Z}R12cO{rC4%-6u$XicizQqz@rRSWaok4)
zOi={)$s!%@&t*R4A~l9{F6rI7i++4pW;n4x6bbU&GdQz~OUljfcZeKiBrwHum=l;P
zzIwgpn>|MVS<f@2@vc6js3}rl=!>5Dx$Kd82MPG{c0nx*Fj>e>b#H*2xyj~Desuh1
zyg;b|w7)$jHC|^I=>{2U@uLabG~cfXKQbhJ;MkR?{Z;j(8f;*xB4N{+>3d$SAS<b|
z9HtXx!NHd4dDc@^_%}y<c9R28wc64o*vsMWe&QOkIm*r^1SGPU)+Nm3YO<maj^Tg<
z`T<yZ#Z6!!c!w?)L(Z57+h?YS<7u%5D(Z4|>b@5>UGJw~5qMtDe4X?DdK{ehJU<wC
z((-Tg&5?*$vNrC>*J<c;J^}pX8shN~wpOFl9oS7TATV21W;eDHWAzS3kl@(^qfGDu
zAd=@mARDu?Vh&yHFbD_b0nm)VcX_wWElYzgd14cB!j1d1)CjG1+JPGZ0j)Nix0~5^
zdkUXhXE<>@Q~0wNZ-aTBlOSvMT#rzH66EjDoYr~#l*Ptz^<UM;gP;gTcc$(iS{Jxy
z)R(86Ou`=@es!1*gMt?P=Lp>%aJXB?w95Vz_|D7gxQTr&<L=o!cIG)$P>!rOr4V>u
zRKxwMwn@>O_(!wEgPDm#Xc`Xw%Z{sPCF}7QMd^04%~XjkrhD>|^A>)yV{3xqZ!9h5
zS5H(DFvy8a0wUOLXw{y|1m8f|#?}dXy*aR@UR0bqq9rc-B7yjeu_<HiGlX%3METrI
zAn$$<hQAU7?l+vAZ#1JJ8N7b{G<LKmR%|#5XE+a{91zTFsJ*#bk49OPW)%|B(m-!;
z^6xFIj!mj`5qWgH>4S)ni2FugS_Y_ssBWWwx2Q3i6$t<>LUAsi3^^i27@{oT5=PW1
znayr|LHj*N4H@9=j(?q@Gt+j>;33zSGB%s(*m!?s<rA#B+c%wg+^#%y%5?qVxj_o1
z=;anaEK{!}y#LbDg7AEQ;oeWnQEx@eprH9?m#!DPwKyjct*0St+Ktb?MHn9GRTye$
zeZXR;{Xm=$C-0TU^z(1hZY+bpBFZa*FSTzBxCX!9yZkO}DRF5xJTUt5YhosKU_r6%
z%muG@a<ihyHX|cC?HrlHuOt`LsWwEB2HCQWS0x<#+utRYR{qSS;Rmra4XHD)-}g}0
zn0;YdhKG6hv(?)jY6yt10O@DmE2@w^Hm1j$F5LJbe!PqksLZ`^QUwkdx?fzrtm!W*
z$-b~AmzU<+KCybdqnAFn<c>V|1U8dE3r5t8h(Db6mlG?*QUs|FY{(F+?)L=`$b#HS
zfk`~s?9N@{wZ(dQ^_8(6G@!uR_twIpNDnOE1is)yGP~hyi96}Gtn$Lu>o==gU1bxa
zkNz#`*g5cEMp03AB)nwa-sbo0%wc;g=-?Hb^XIPJ1*cVn@^w!I-*IQ+*~S33x^^<e
zVpYO)cHZkX9#(kAo(J%6PZFHx$Av~O>5h3LtD{;i?>N79N214J{9>mdzVm11*@7E_
zXbvUSE%oDH6S@k=J%UZXX2{1QA$q&HU-Hlg|1j|KBFIF*a|0aOT2l-!Bh`rQ_N0<5
zmW(Wk)BA{#l{WJYgGeb7w7h)jZR^`_4+&q{TDOJW;fA>g6Kg&9RG*aq!U<CF%CLk8
znrZmHHW-w1QOnru->~PdK<|jq`Cz=NqO}9T5KRAor+)VDt@y>7nQ8LM-S^iER<&{`
zjG}qor6-hpLJ`wVNR8exWf&Siwd(B83F_+ul5i?IC@3R^1^ww#<|E8&UT<#KFS~^<
zktDLHE=6#Z=X`d#dwd-H;e}}a<FGR1lcTp*5$%v3t@!xyU3J}%Kf=`yp3j#xQk=Zv
zDru752&3>idFRNft2ScDt;x5^Icrmwf2V8w^PiJEt+60$3h%9o+JS*#d_sM5m7Z|B
zJF@wdQ*`oeMzMJ=_IfP^>mIG_AcR)<w43hdhkSQ+l~lEwZU#juA&zN1Rq+odK7Qes
z>&a&c=e~0Gh;(zyOjn&}_<^wM1p0o+{ek;{5N~SIBeF8WFZ`AFo^RHR^Oabv!}y6s
zP3K<j$kj<tJbrsUsb}L?^{1IK{f*B|lqMIldMGG6iZ*u_!_)ZBSAIU}8yo~un=|x{
z{I+ZAF4|q0DdWL+3*&VWLizH>KU7F>nz3Uh&$a4Pj5UOz@<-6|tRjZOBE1h{r}7)j
z&R=EldoyW-c=c!9gyqd-_ngmRYo+`Ri^h;VJi~ma9Z0az_v?r6r-p{qhDqIa;sgTK
zOlsnkZIdv0VsQu8LXM6GF?Nd@%09-t5%B|Iny6HD?cj}#y87)`q9G%S^aMg1{X)Kw
z3=ak7v7vZO$KnlcBSiBe?so`N`OZZfT2cb-Wxa;yZ^%Gkm5yoW3c53LNER18m!;^z
zVP<zXRN<-S(#M8LZ`q!49WCvb@!9oJ4dI2Rk8Mh9cX$*H9#-R1Tfccz<3agw!I{J6
z*QammE(hJz4hWDlyUvy3`1Gowz{L+Ho0umSu;QF`oiJ2rnIHTbD+JRHuNPkH%&1B^
zJ(F?Nnu5wlj~b~{zCMgE6;G4Su38kjsSj(XwtTw(XM!zxNbOGSpF`sNIO8J6n==(v
zZ62VE@Mw8aA}XF|N2a1_>CKCJdr@O;4OOI3RC2;~)_yfi&td7y+c}VuY_p){kA%T@
zgKpP)Ez|S9ZhUC_4Yf1E3XRZrE>3gFf`z*JJ~5=fz+r>)MPKsMXw#pZ?O=t9!U)Z#
zk9Fnw^&MRNj*=_9mbK^qT(>4qBy7bl2*fOu6L-y}jP)!;8(m+#z2}-JxNY%$zfbh+
zhs;$Aci##$K`aosS>3gue)#vBX^jF-Ocb(*k2ts<h*0LYy<;XDsg9T&nzscvHZ~P$
z2?P7wD%q8!7chr19%Sgh6$!?gc$sHAtGr12y69q$Rm=VFeaFv|amGrdYd_!;NAX8`
zUl5<!%AF=Xv5y`whE9^Fg1(}bWr(VT*T{N{OQ81k=7ZK3q*KOiR{S&?n_wYX+W$OU
zO@@jLad147wY8vI{p~0;?L(`8bK}sv4F|>FDE^_fgFimdu|(6RNx&6DqRrrcmt)>Q
z5f6Pz+2ATi$4<ga>%MT~v6hZ&tL>9p(rGc-In+!E!!4+b+&*82)+qz&+a?;5krc_O
z=eV={YxVIhp!`7aZN`56IsoGa0WGa+U;B+lvyaR(1MHI*|D+~7fBR!7Dk`>R*N}5M
znzPU>oQNr6LiiV+;Y44m%bJ(C{^xL~iIYDCyHCt#wJ96O|4EH(4?nFpr}cWYEQZun
z67pHVH50MgzKxEB9tiuL04CEdvQR5t!lL5N)%`_nZFn}FYHtl+rr(kh{Cz0=NV`=Q
zL)1RFXpIepChb(d-H$DdR`VRVaXmp_^5^V(HpS{%q<y;(Z%UKPE5(x{oZL;XyN$@-
zvv24|q(xa4d&g(*dBvF?C~XKfX-6xT>7>o4nS6So@7dWsMz^y4T)K=ucBO_}?)vfI
z&$CX)(GJcxm8G{=ky4_~`4YXpxlWGqr9IqzFz<6}2rRniFs6>F<T-hJ%5dCVPq+Q}
z8%=hUdF>$#37rAQ99Xb8%q3#=XmGhB+bF{OpW4Q|Px&W*$H)G)Q28}=*%V*C<Sf_L
z-(Mxk6*9zVEd4A=;A_tda*^EoO0;||b>+HqR>^4|W=0lo9wvWDG%b3wYy*~P+MBE;
zL8A&yjlc~T|MEmAWJ*fT-iU(}na~`|%=v!6h#$?JU}J&b6~%4q`}ykxuM!>!dmFV8
zkolLOW1>HraNfHRkkx26PW%z;x08a@+Z10?vf;-1uD3d>q{MLN{pTrL)WC0eT?DZL
z*G5SwP@*R!CwD>3*z7_BwLB^cvZ<-*WQ`@h@74aJf0VAWHZu`@3Nj3hGi&goSxKVG
z$<bvDnf2UxVVJCXo%OL(O%zSv+ADFFubngF2WLWkU5ff0(X(JuTzSpm=J$CH62RGz
z_yDV8L|(9*#Lf4ldp%Fj#@}diH{f~e{n2P7GyJ(nvdZ{;J1IHk5ZrNmr@`b!MqdbT
zc2KUS<k(&&vnAISWfh!CCdt|2QD?X^4?XeiHr%y0^}$5Pl2H-Tv}G!w>%(NZYefa%
zZ$ik$rHQ{M$oTYx`}QxNgn^Ayx8;%}!feVRrBi&ySH?e=%oH+$YqF@m#l8M{c5&^x
z<?~ycK<;)QudI=?bAC`td6Aay1x}XgbGFs-FdhDP$m>Cwq9F%2|FDN+m>)bKRs9JO
zAJAV1P0uoQ)A#18s7aCVGRYF(FK^rZ^g%Czb;!EYB&i6;W#0Tg)u5sU$6H^{>TjdP
z^E4IDm|<zh?vBeM@>PA>FWzq>AEK}fryKIv7zg+w^5~U9ZDd_mjCm;Ft%on$PO9R8
z4c-lRFG8&aa+HRuhnmlF0k#YlEND_;C@e|#(zLdY)VmI?sr)I^3IX*aq{Q<*ERF;=
z9!E(giGQOf<LB`K3r52y+u5d@SyJC83*Na$O|{8UI=#u%|MtRtpqySRVcqTIBgxI)
zJ;c=v+1H_TUSURWpLfD2@X4a3!-FQCSdswO2U-qixPSkQ7tuY;>q2enh8Fp@pUpY?
zZJk?6w;01HH|a(1#Z;nln1qwH6PHcq4TdH76;aaP+0lI~QbN$CPn}cV`PeSJaR2Lg
zFjvI0@^4R9Ws>9&+p(<dLz=Xn-HQC#Ycs;go0{OKbac|AZHm9%rgpIMzx{jRpw>y|
zQ~9NU4ZDHE=R-_XuCX1nmt^jd#GTRYv~-?=&U}mj)PsodtH0(^bHqPp#n~6G-!1hl
zeDGGbHk$z~bd&n2Z9apnt>)9evGn1+PVo!@rLQ%a<q2(g3C3JnlrQJ<n7t#5gxi#V
zJV-WHB}JE^LpS?NDi|3cIh=)sDNiW&<9t&G3ri^uAe+|pd(HO;Py?k@3hw6TPwOGv
z1^1sHJZyAD1?-R+gcQM?4sxrgZM=Y+&cS#rw9@ezX&rN;s5^fmaiq*unI<jG<m?SQ
z8d{Hhje_CCRMkIz7bW`hPp?#$Y!i?mg`=vjB}<|dPvV7ClA_2zM%nyupcraCf8Ga}
zC`5cYt4gNwx5A2_KGTD$$~YosS6O*tS{0Yc7jycAs_0vZAtrYoVw%+p9h7@UfGE<m
zR(B7>XSV7}%iL`9+0Oua<7gg}XrA~V50`RY-<<Z7lGv3jK?f)Q)YVIM_KCgCb^2hO
zZvpRFhWg-gF+M)S<%H(-l}PMzxwx*n=XR*@hdbmwXxw)chWa(Xcskx<SO3??NVJm{
zWAz~M>_>9+OzAP5Rth;uviD9C4n!1IR1_8zpntRNj3bEtA<bK5#mA@+ny>Y1>EZh#
zvTfNk^8h`+lRf>udB&j(0lKd@YeydZ>EG|as7`gv5Aq*MaZ7YHGjkAlZhv_N0?EDe
zH$Adar{Lje+PVtufcwB3<g3jtx5cw#0V4|2n&P4&<Kq(TqhFzP8Y$*jXsJ<njCZ~3
ztS=b?^Cmx^PwxAtq}b&aSU<e?*C^1|X8PV6WoIUl%A(5SWm44mwUMVqb9Gsq`gMry
z%|7_>_kPAoIFI%f#@+OZdZ~Q<*umHjU$?I|{G`73+l_Rh7<fb0IMjN0O%!`gXD}Y$
zWF^@Ru67nbJ%@0Cd&4DnUrGM;AQzA;G}p%!ER6=|g6Zde7it=3;S#Cn1X{K37p)7V
z9APM8-JR9-!Ixj%Uq8s_+D4PSI72Nzx5eHyY|6MeepGz!B}{0kYQ@AcxSYRI?5<IY
zz_P)V078hZ_-a$7t7<z`N;Fe(2dU}R^`nh>mXc)|qtHv<d=pftu`Vgyzw|k>BoWk`
zaQf2f_;gtChU)6AM2XzDoVu9V7ryRv65RjNX0Hssvk=Q*;4bf^?|!tLzIHzy-Q+eI
z3@I>oL^w6TH&*LmU^wBqRn-FqnujnJLrgJX2}^kAPHY|<MYMv#vs&R)6&6qt-{a<H
z<tn$)a>ffb69=l=2Sj2r_(OhtTt<Wh@$nHQ_95I&u?04rjw?xP4-E5F*ciE-)}+#c
z2N}eNR6K(GGn->@ah2ru6I(C6X((^WwEn=8Oc?Bi+xtszaSo^6P(+X1x0`uM7u_%+
zZ$=nV!Hk_&_2=2*B^qXg^t?g^kz<_%_2ARbp)L3?KCEq?5-fjW5_J@w%W6*EOO$`e
zAc(ZNC%)Fy4OLJSz4YS6(Bq|hbBnULRx0lW!u^Qoecp&BFdWf%SYNG`yp6jYA+zf?
zoNDo&&|bHx_R(z#u6kx}%=38cO;cFJGjWAyBm%yE36}G$aYmq}BmyANO1i_BZ_E2M
zzf5hgk%a|Oq!KWNN*yl(dl@HhZ)ZE(3Skm6#;$$ET`6Xx(g{UN{?&y&VXNEm`LOWt
ztGoE}T*`us21)ssRcz7u0wr$pjMoet<k#Qwg1_zo+=b8kWJ`w59kS37BO5T<*ub=o
zDt)jUIRA*-{sj??<pG?BFlHNy#JqF-o;XuQ;$YL8V9WNxfP?#G`j>Znt(bDVvlwL&
zngLDOL7l&9e^CCA2rz8kz(kM59rtUQ?LyV&-hVo5f6&O(=DF^4rMLB=^XJ6}a#bwN
zy>opw<cHz-hH7J7tb{)2>rhQNLs@wj6J_D;;RDpG6`wQgZz7iI-K7niQ_a8c9*BEj
zY2(Gg8Nnp(g7)hhC8ye-U%9PPp{!XRC<JV4vd$c{y214AfF1fV-jRaz86$wnxU&Ds
z?1W9Uv|jUK%lBU9KclPXXyz8?g6zZGkhA;Eyp4bs*-mkuK$cKgoX8N1;L~f(<!6}u
z{h2Rr+?WV3*T9uh+jRf;cFO!}wq@31c`p_pzRQE}X2Y5Wdf)44Rcky4EpV!MtC%{O
z1l{WGv6{;HVMvDv)gBVRv_;3I>Vz`<iIWpA(Ee^k<he8|_kzt4(v+U3#N;y5Kn89V
zfx}ahV8}U=cWwsC-1A0fX5epd5Vn@tnvj0QUZ~R0mHLtutgzd#qlbkyX}dqU9hyCM
z8$JGelw+N}yW3eyCUSjgRD1hEnD9=g`m@zrJj}vG+7r)pwrqd$J|_2#{+gHCiNVzo
zN1<$wDdBpbcj6{6q92>9WsUJR`mJo=6A6Ke$d=d_Qcm?d;zISGm@fwlix+C5Q*DM>
z&eth*(F^XlNyr#5g?yk8w3`kZG5%oe!`$>sI8pUmld_~S(0k}5hn+5uwaVgIP?g&L
zrHIJ8C*$j@94euoP`u`!xvc6*UGvuDBX1Ex-+f2(X6EF-WFUVe(09N{jb>)jUlGry
z*<dfPFN}sXX31&M)q9VPDqg-L{^*Z8HVQJB!Q%%_oBL5V40A2HMepbJ{ayHXhMQj)
zvvP+#s{?8Y6`)T=_8<yR=yVXgjQtwW*&%!#8{@eN3FTZ^XX&#de#soq+!`NO=jEY*
zZ-nj9T_qw|i!Vc5w8iDnHUvn8k{fx&6SCqlEL0{goQIE(GFBf+6#p6+IjWNzAr(_(
zW@ci-wHZHY<?kqRx+pFZ5<x!gV0h%s5K^g_r=V(oaPGg;Tjwab9TP3|@LK9<wa{#1
zN=sYJw%>8dzBO*+y*1*YgEcby%@Lus59j%vVVUDv1Dua&S6haAgk1~1QLg59H2=&?
zO=8{EUw6a#CX&Y;Q84n=*Y}DmxPLZ=+tx+35S~6uemH!B3Fz{s(X&tV5~P@_98f(=
zIo@w2);9&LNDZDcJf<TVH~01vEA3aJBMB~Fw>|$t;0NFk=rUn^hf6I;uP_}hWFtz8
z#r1emP_{J9*buk&3z8<rT%y7)k>7{+gxYD?J`Zx_zoNSFy1o~JOQ&X0@y}_5UrjvH
zS7M)L_v;Drgpt!N5Y5_-vD)Fmb4S9!>goY}0U*{>A56V~(O1thf^d<MK?6Y*cwc`S
z@c_gXax~;s2djQ!HX`>N5&v;(M#QzldTeXd2`mK<N)iM@VXTYbKfS%$S17S50sosr
z!&*PiUe~W`f1~I3e1^$%G(P?PKO~)1K$ThBh7pmL?(UNAl9H4b5Tv`irIhaOP7#oh
zZWy{jy1To(zP11V;60f+VFvcv?|Pp5zAnsvsHZ!0W-J5@=jZ-fTy1ZjDdy@%=96Uk
z4U39LbDJD-&s7wp1j#VvpkC%VlJvqe6Y4sM@r#Ocw)$QT2nEpk5Gd1@dxc!d5Zn}h
z7tRbw;Oa#z+wMN!?qHS{Q@u{kDyI)rU8*I-J-%okRJ~B$^g4w$@3+LbOi0cJUBk*#
zf;k@y-P}KiSz`$W;y3kTV9ntNl^Ty~`-}5nLf86%J$htyM<rFOualMs{i+0cA^GF|
z@ux$Lht9g*V<`n$+S^<9ukH2egCDP-`0e1R7cKF8lofrvEP;cLr2ycA0qV>6n<<!$
zAoJ!E-g&9EHvfzo@P+SZTi<Jv{HHd%mv!WPKcEma_S*>5JbLQr{f0B1d7GW8QZA>K
zXtMS0#==urT`5vq+4+vACfzsAzcFgon74a<BOL!q&kSxNjoOeTxPTQ8NK_ev3?UW{
z&PHkRucE(2BetUeE#BmIIvVs|Cm+X|j%ac|4zOrw!JzK=#CHncT!|W=E$=?`y5jG=
zHDrYVd0Ji`4goYP_8k(=*)h**l~0!@n8x?uQB3n1N_Q*Vi57et)$QzRt}m%$qUe-%
zjsQtt0d={$kN;dEkCuh?Wsaiq-Bb)oh>ZFu!k;vk9s(d=6nEE;(&(;+6(1jCdYWbo
zT4lV}96x72v*0SG_rjgFk7<D~Nv>I4+4Wt!Sa1=KByP@3pH-^bL)yBdiz977H*&Oo
zWX5APDInAMKkb+(7M-?UPspXG0fM;xrIZnpxDkpt**=CJv(bA=sDD3B_s#SCXo~Jk
za7k3KZH=&PRk#8POGKdBSEI|v3jnzKSz$luckft5#mRp<`?PItytr*1L^pd%8Kvb@
z;r2go)auE{GoG)cliFJ{O;~Jb*{6FOog}MWM9B$-$2Myw6*htI1}dkDUHqRGZh)%#
z6Q4xUHF3NqhA}>Ur|%b);4#B4yBK>slZ==0<Ty)&uo86Sl9XebD<CSxo;k#<CN-N6
zqxL%M?W5{GZMP#JKorIDE27)mLna}Jn;ZgmO%SDlBmP5<444Qwnu5ol{vROQq0hPo
z8cu4p^M1B!Y9LcEH9HH4kkO0BlCz&?(c>Jr$;m0nbMw~5weP&zKJ~sy?*a>EV36@n
z{viE~-N)GoVf6s0uUm0e!Q{U9BxhdU!i+14n2Q|5oCa3<f)9K7;A^}Jq~t*aR>0@s
zoYt{r@$aB3MIx`E3{@Pj$nP{qkM7K=5~r&pgWpB}K9SiQck3?tRZR#xOykD8-Z06Z
zq*DDiWgGkSMPpK2_wa9@)&-Mq342^t3(2^LdoBFXPiG9$*0i|aD<%&n$>$((+43;>
zVaa_`9?P36+xE33E^O7O@F2Q}w-A~3A#4&|o>=x54pnH)W?xM4w|?nU2@gsB<;ySQ
z;_vD!38IU`5T#~>C{$RBzIuF(%4fCw2$jcdgu-usw;@w>9IRX$oAj;sXLD8m$UqN~
zEg5&~{nafx?r)BbjU6NZ$yK4b#MRpZ<A<!8AGr+|*O{eh?dd-NghAV7T5W4<=daZ+
zvx2uX{HL*HJv6;0#-AssIZdtoy<M{Z)xz*~M(tb#fU3`12OP@soSzdi4uh1wA|gOv
zyHWbb>S$`2$XUm1rroT{e4gUvaUs}QRzXx0AvQH9=YSlee(_jbyc?5*1n97G&DKOV
z_|X9Mf{dKp7f{MLjQi2ZRK?ptc*%4)#g_~|vRp<cP6_K>^3b%j>HE%JKQfAa49VgC
z{t#(6^xB$eL~svCAF#PQTmPYDYtsWt*!V(T?%)*#NFo7vU4cGH4#Z9XLv{;1-KV$J
z0HO>r*3atsj1+dR#z?&Vy6ju{hnJ}AgXBr9DeZ?tjlT=d7njLKil=TdU;2w0SfSHK
z3kPR-<jWTCX}Jh}D0fOY*nZWvbv5!)1{U;H{4$;q&<3UCmdBgL7FIWAKtmVcvlEj2
zTbEWOt4O_Z<xnPM>cmRUu7PM&fF*M<U0>xr^cCEc?~f+O@E-Ls3T-W`4H%R;{#82?
zxg>qzJl9W-D@eIB86|1z`2{>|cFZkz&{rE!i8s~^$Bi)CqvI;tm!jP5ZB72wqx|6?
zDq7;2PaD%qOLf3!7yco8Mistgwm>|hmK}IYjH}6NlGk9~@bPEpTVTJbz^xFa8KzS{
zw#vNTDQr{eiPIA7djk*SOhH+uil~Nnoit#xQypEo_WRWRT$qLO+q;VrM{vl2mlANp
z{6s8{!?*@Uv*wIGZJSX7DL|#=4||L&ehQMEio(yF5YjPN=7OqACWLSn5rOP+wbubs
zRFL)gZiW+zugFgkvY&mM<N^YO*(_T=xbM(qfTK%7Omga1*Fpv~bR5~HV`E69O**X+
z_?<$W#PW|s?};wAW~L{Yfe$Jq1Rfyu8}>TGL&BmAH@ZUsP6tvMua`A|5_=b;@>{_K
zn9_z*If8YXT>)nTTIlW+?y0dcO`dS2+ccb(rjB&H(i<M>&{e55eV#Ek!F>C7cC)VS
z(6{*TJ~hc(j@S7ur+hlrUs_apJE}Dvx?j9?KjV1&x)=)+(bg$sZi}Q$V90oE@PE#7
zPybNSmR7&w?hhc~t4rQv%PEfq=spK?+@#fSl>K}|zi{UNl4iJqvYIAXDIYR?gfz|w
zWg+!&!eBPKUoOiNuVI4|mM<D@X(1sxUf?>f{WRzvL>o=jo2cM8f|fBu@wu~pgS%e1
zu6}<=(C7XZXOwpnxxDSc@}%*W#MR8q;p8%ZAY-B>BZF`FClw;hPzf7VUmgAaj!4K?
z%)B1)zbi7C^I|R2A<9_rM4cYt5n-Li?A0SboTpgjBspSZ$rU5>EX~uR#tlU-%|m|3
zsDS(;{KYvg=^Oj)_sKl>FPUyD21j$1;QJNAScEXZ!O{TiK_P?%LBNxhuUiFS`P$k?
zom+@z9%vR0%bQU^eiYmlAXjBbE)fl0zg81~!z8ZvQ!2?RDfbMUCw@@rbgHdByfc3b
zK=BHo1rIVO0l}p6ZAmu1Ic_ew;z%I806^+MDM3i+@A?jmn#4e~;vO(D8c!AuL*fh_
z4yKFJ{H6^}mhK!Nw^raVV6~ho>Rrf*f+$Nt>oVD{{W<FC3EEjlB8f@7?}nPD5LI~`
zzrQL~sI?0Z>=zYZl4sA6j>))R@Ab4jxIR|2{SKAAxZ8sF2-Ny+<avnD;5@EAWvwGW
zn6Vg}-?{LyQ2#qu565b6d1#A}9SQKBYym^#e?Aj*c`U-M@+T*}9o++tL~kYF(rfvX
zKB!?GJZ>s^l6v}!xT5>zaGVXRD*R}<ms3~fV5NA)m~nY6`Zi>9$#c)>?);V}9zg=t
zadwa+Mn2a)Ot}(WZ!x*y0a>t@;6~EAaCD(AaHK9U(ChL)eg%PR&hq9H{*&fcp(-ag
zr;czV!t|UMY}b!z1KOXp4H-u%Q2nMO$eH7AOqDEOpgLNy@j59&!{GbK5LHQfJs$tm
z8He}Xd{<h!)?h4S;ugk>ja8<iKEBPEvtbY0$ZhM4d_#F4<d#oCXWq0hx5@~h{AXup
z3gcc=obP{6LUvQk$%GOJ+%%rjeh~$-xecl2ROM!z*p1V~%%2d}`htT&bcN(=!u;+f
zBzpo*0N;6Q8X$fHe<9JpK~Ch@o*!y7<M;@QZ=s--NWI;E^H~53O9J8~0H1G&WUzCa
zE~o@^+&PiovgrJ4mBsnjB$oTcp9g(pgm`R@R4RpXrXYh%1l(N#fwkU_C*%2W5ELoo
z0Y?nz<felWOE%EuD1WVbgBB7ZZFCW!)xWTO{a&VZ#j=FKHO77LyF7dsO?ZT2#9FHk
z)9l3)c3V}es-1?+6g90|$Q%^1gEG}vQ&!wJJE!Le{FaA{Awkeod^*&76{|@JX*%of
zBKZVEBg>XS*H`(qY<>SfTgx>1x%$YxaN$2_U|*y)d6RGei)C9RmhcX`18N_0gD~_x
z8Cf%ZgszmsR(AJ{$;2No46Zt8#JriD&%tA9Lz-VZ>rsP3j={WXyY2Cml1DgQb_Gvy
z@ZVn72@9ckCngi`t%nj54VBa*Ot?fm`nWCiUdgW&OUe$@PAY^uRC4wBl%>e-t*;FS
zF7Nfevq}0B$2S^{DZYL3N&L%7n24=*cb=DT6!TtON)nxf1Z-mW{))Ail&Gq!tEi}e
z{-?!6wR~Izxc{JI(lEk5ya`8qKa~?^9f#l{Ktn~2-UPs;iyAjmn#iO=8Ne>}DsNjR
z`l+StL%a;IXt5GRLT17&kJ!x^Z=gf`#9`RP(cXF#^%jxPD*TGeP<v;sDZs<&8%FUK
z4%v9{Tm_;G0No|?YT-q5PIjO+1mE~?{sSM{UXTm!zSwS$i;evcY*FMKLgQ2B+Pb^1
zs0H%`^4y*64p%zWq-i+TpVND#`ltd_)-Gc8R{0a*bY|&wp16Vv=1>|@Py>jtB`1at
z>AqhO+qT@(==z*fpS0fU0x@2sIXAk4>yS;t1`H)GVUvOAM(uwj7uQJ~uw`8yD$nbR
z0JLR!>tV0<@VBpKIc!Wz#kX*e>|Y*3C<82g<eX%!H>yQqADjK@{88w=zvkfzPIR-G
z8lT=uZJLTAU!+xeW6&dMLv~ARqudWO=+I})iWegUo(;DT?jNksnRa?zd29lS3~1Lb
z(5^g+c=~yf*<VKY%9%p?aR@~#2;=EXy?cM5q~VAwd%^e%Ie(OPcPIFo9tggILA>Oz
z2LFsDEgmuioeugYhu0)Z5lmz<l5#X3;*7-;A^_ZaQ7x*RE4vc^>I0tKm*4^UBN#^k
zFa(QR1obd{!3Gx>T`9!(=XHQZ?0CDy`g3Pf7$n9dsSL#9KEpQUZFU5z{3)<@dS`d+
zPFukF=IZm<+8yRiyw2^3P5208?g{h)%DTD`nJJ{%2eA~*w|a6(ylW@_ESZ<j5gNKL
zt13q$X|zZ(Q75MSgoRr{ZFo1=tLh1FA{`awbk?3Rqs3N!WaEzLDBW;c<*JxAB8pfY
zdpF0GAoNVav+9AwGMqXD>g*#Bjtfk6>{)yt=e#bNaakr+-+8m<Nc3m?;P^)_svZgn
zpy>$WC&IEV%{vXX`C#Cnc2~r71IB+PB@<RpxziTVRl%iqdLb?*F}gyr1X@Dx#;ufJ
zH%=IrG<sfb@BLL2_!Iw>H-$Ztwq)m32{NY($Ij{6)Z2DqFy85iCX{F*pWBR4z@kOK
ziiacgY<AkzuCso|6Zh4pHC712`4H9@SOOcfHDl6s&=gg2r;J4!wjr@f+X7Zu@Tk!M
zuLZI0?Z|b)f?Xzn_!gCw*{EKjii#x3r^vZd&4*ACq*EKqaOc6M>1ory#B9$f2gH3Y
zaCMm@5p-wG1_rI*zJIB_rUOjC-VF*_F8g={&;{=;$_;8xB*6BZ5XG8Tx)6?Tt;;|D
zv!x@$eZd;Xiu>k!s5s2{RIevv2m=pf()T8REB^T!00tcZQFT70q6m3%EeIe$8oSnO
zoImPi22$UpCr8m|B2(skz~`*P)UFY&wUzF}a!AQTDA5e(qrFlMadcj+&SDd;gu2>b
zl6SC)2!9eeekQ*p)PO1Z`T8F^Fru_=es<0Jal&`fa;X53fQeV5_Z28bFuG>fno4Y3
zgAW;sK^ZZ;DB9o1BdO)Q7{)K_4};wCTA$uDl$3Ov2CRqJ^@uZw1RC+wCK-CD67~Je
ztDeWa^fY2DcMgtMG=1tFP*Ge5IiIyyDH19xGaMD$!&zoSe<izyzjra7UoIcen2y6a
zWY=B&eyP#D5!TI*SSC}RL~yao>j)wHOc!<=vsGxpP_nToWu7bd3H%%yjDY=)PDr@8
zXNwF2ZBz2bsd*V_iIu_Sa%|TsA{oIigesktKwdhIe#^w7=L5Zrq+i20FK@BL`G*wZ
z%*jRhsb9Sqeswu+rz?Qk;`W^|>#YO$sFmw9_YVv5FDGjGP3{+fe+hBx;89WH)IQ6j
zkN73Re32o;PEb0Vk)a-q`|NXfMGHwmIqOg|u!n`l({R%ib0){mD{1)Tn0yGM05M25
z$OENSXALnHKY?8P*7i$hRz@}(!Etx@4K05iYHaMj^p{7gB!XULjXMF5@PM<Bj*^Gp
zy`7lBwHBx^r&iLDx%h}n#HL<j&K+m}YLYN^A0Tkr6#rxFg$E+RblMpeWyRm;aiy9i
zXs*_Ex$yo_THD^q&l%rD`U*v6XR}z1kHizugbyDlvXd~AEG$AtQvbmKz4990I6;v{
z*yFvxAkW!)?FT-G!2yV(LGWg;>#o%^#Wl-6T5m;EZj6;ZO<9-^&tot9tq+P57;wn{
z)K_EbHC9Q7NhBoGl!J%GpFZw1VaK#$QzFcfpRgYJB*Li$|Im_hb@sfK>t6y(P{tvT
zgkDS~11jy9xVWHXp;0}S%{XM9He=mUQ+@~;41kkyXdAqB5{a0yS6Pe3$w^lsD90>p
zGb9$E$ygP^#cKVlAS0xPQQouv5*iXPyZIj5lXN5Ng$uP(Dw>2YObp15K~9R8;FH;U
z3Kb7Pw}C)MbHb9UnvEO{#7~2=u1_5s^&eeI2xTg7oap;~nVBzv)rE1`tIr*7tIQ(P
zSk_+&`yvIRfV?(7F0K=BvqH(>VW53`Px?m;K(DL?z#K*BT<^da{W+w0;&KQZc3Uoq
zMn#eDfsVPDyqB_)GJ<Z?7L;~C)N+E@6b&dHyE5FAl{laN94<KP{I)!HEbV%%DK0Gg
zh!zREaoQA6l`OmoBm?VUCcIO(Xlphw@k?9yMH`1<yHs^?7ISQ(0?tnqR^k`?ZxlTp
zC?}1>@b1f7^t|$e<3l7`5s5iluONPpM1}R+F-JawjZkgZeG|c(Im!?Zl6Iy&N#}xq
zp|Z<mf2+og_|4GIA8QU5f|1nJmAn{WtEcQ4z;UU%Gm}5#8PmB?d4>s7z)JX8jp+@w
zv{HQKAVs-;-#Y}V>US>LR$peP-!4Vw%FKg&I6At#wzl@4DnbcmYsLf|iP*HXv|hR1
z7?`9sJAt>r@5LC%Sbbw^P2%h$3JasEYMjRW*+uQNrT_ySK@F*Pl25gw0rqed6e3>g
z&Bn5fO-!EUZG*+YT>^~fZ4}z}<Ur2HkQGl1y6TX}Q29uzhOL+pFNDU|97DwDhh!mb
zLTuw!GIdcCB0QLT?6LxdI|LaCVaCVBrB%pVihu?W<Wd89(h4E<H+H)fLBJT0nHklA
znzMEw|HE9!W3WzNc0jJKdqdkBf>%l}uf{If8+dN^>oBHP7Ope1Jzc~E9}J&Cs*gC3
zOg81qX7RV$L^u-npOCck`DX9=V2k=ZTb)4COPLjl=Rb${>`5K??%YSv^1t`SEIs7S
zb^Z|O>HHjAdhWT)UTz8_$v4FFk>PKpp`oY~4RNs3AtC+96(4-!fh7~?z7-q%H}&HF
zeA8B3BB<Zu1<3(fxH!b_RHy6emX^56zkvc~F5jk8!-6JF+PFG^EFgj_epw`^38%x@
ze0D>Tl~5E-N!w)#0h;@pxC;M9+LWl8@>_DA{65UEdqlsV;58mpPeMXMBxh604<mcV
zm_(Ja02P<8tPb`&JA7<vhrUDtvUFUoOlNTUpS{eY1r|j1l5);PqtU|~-_rV~S8Z8y
zJZ~EtCX~L8LEiU<L!gZSFj<_Hh8!Fm;I6n)5U=^W+_}I(E=~(f<AuiO%7+rHL+a_n
z#AZ%(3OLq^vR*6jQwgsVVLFX5FoI&TgnojR!1?NHTOW8+jOa1USIm}E5Ih$zZ`eQt
za<jz?2Z`881%XKLy#EQ3m*8vZ-kZy%JubT*>l-&F@nkZ1wT$F)`4L!Htg3oK<~6rR
zb2~tWh#XaSc@s7B`&GR{&zFsw#HpPmc(nmjsofEi>s4zw0N*==<ClK@BG?5ZlkkRY
zSL;!~tbbrNtEqtLVW+|zYa$k*JDJgR{IH<<p1+?x!>J^5vT(uu`B_t_-J2_R07p_c
zY2csJBmrSk9gJIIHfp(Uhl4*&?jb+8zr_DW(ciIQKzV%e?jpi?^`y+IG{dUAYh=oJ
z`Y#5oK9lbVi~i+%!N-yDC~TyaDC?bka&AVk+*!~pVrKC$p`MPi@05qt7R9cWKj9*l
zSN@ksrpXHb@M8Qvyl1K4rnIiEPA1mbNeL?uRO#D|*@D=Uf$m{?dKwRzTU<s`<PCpe
z^SmaEKMAK=M|a1mQDomwy70RL&E!-sy1TPHx<PWJDoP3pf?5{Be<HShh*1`fho3o(
zKc6hrB1tI!opedO1xW!}u4O}-e@re!t&dkZh0IaoM)?l>mqjio29GyHKndRu7FTQp
zBUeYM5CUTZP}t%N)NR*1fIK%(ak1xarW-^}3>sUQCcg+Rii*QSkENXD>`LomxOBAA
zqcQ9;llcA)oO?)V6eBSlxzwLfBY`Eei5=|@YiECE;D0NQB`Z%sZ_EnpC$Km7v^?0u
zd4BXsz1}B5MpIh0EwRa2SyG)wv-$@s{Du=Q#H)4M+8<uKt6keMe!Miz^eqz*WHKOX
z+b3l@joI7ZzcVOZ-r5Z0$@IDy&bGdzOUFDR7WY8<max(UMXFmLw+Sn6_)xPy?DfPZ
ziOl7=PK~O($+iBs!m8@|pRZ}w55XWUlBG|#v6WY;9w9JzZ(L>CWAiI|A~Jiq+F)db
zmj|;(Y&S?7@^ow)z?k9JSc~FQ0tcVjg*%px*}cKTb1@0eNvHPGyXJGO6H#?Pvao>p
z;|NmWEYO_zGwpW>A;|#xli~3~EnsPkPsME05y)#`s8muF=qnsaihE&j!2Ys_c;7P|
zp~u;z+@csh%uByyZAX|gZ0M~d7Wja(!VPM5L~~;O(i(S`{bg$NZtTa)<k2mxf9`x!
z8=#N2fi($Ac6;?1Ph;)RAmg|oNiQ84TiXL=cr=o%ASwiLsnnvPGlSY5!`hy>1R_g>
ztxLXQm!0*}0m^o=V33z!0|%(_fXHV{9)MZs15M#!`rjE7){>w{x&;(SYv6&pnVn+N
zZ3zHtl^76z7~YXK+;~{O<d3ykPr*#r<n^W~J1VmEu2Z`XT16`}J=%mN_Sr-cyM!xB
zc|<^$F&*{NNA?~p{6f^2+Fz}WTp_c*9!!dYzI4suem^iPlk%OZx8PHAZ>zvX(fyVg
z$VS7TnwnkpEYH_A1eAQdPOx^v5F}G@q2ol$W$Xxzzo}or=j$GZtDv%99f@6fF@Kl6
zas~ISc-Tvi`o6<>mDKaR+26~t>onrvqmZ~Y2dSBeB%7U3x=5y-kd>=W;E1Y(^IR6q
zZl;3-udL7I#bjw@K~zWwfrI&>EIM?9IYIo9YgMYmrMhyv$J;t|CeQbp;sv2!zWsW*
z-KM(5|1Z^IJmKjVl5hFp-Qdl};JkwO%vUdy+^BbXRPi$(6Aw*?*FaC#R*mf%%wM~g
z8l4~vQm$H;y~lpJs)b6IvH#L0Fs(lG7pCx{iMIq;SEuo_B-)bhgqXXYEQy$&&g{3l
z;v5`AZf&2E`wAY3P2Tr!U$MTVt@92Y3J|${nEmsu+0-U|I?3bq<hg#^l^1-^ay5-K
zLI04asl+G3ONc7&bAw^dfa2|p3k_vkzx^{cOG=c?noh||i%c$L01vF8>6&IjK=-Dq
zx^vM1M+$k!!Z3iU6S$(nKuIMU%z@hH*Bm~{6N`Z1C`;=V2BbIN>{cN;%?YCn$*(wE
z9YlX@Ws&@oDTMxYWmRpV<ZuGoCnH^bo!7!Rc=}$;zvQ+}ioRkan^b|O>tmFM6aFs)
za#^e4ZG1c?N6L<6uaWB(5b(z^)vZ^wETQ+q=29Ke`)T&fyzwAzfAgnr{IY=;n7r6S
zO1+G5n@Ut#ex;pIqRPjJR*3Dp()z(;_G-X85ebT-9$9T9zfxb0CtokQ|6seU|LSye
zG){FDNw%kQzsmFnZ^4^!k~y^((v?pkr*65|hOS~nGaCM-SWh~i;7J}2D-`VYGYz~B
zwp=(fw)SmTAN3q(-0c11ek~7urjQ{Zk{^j~ua91WS}bat@@k7%R;!)k*a)e|qbqjW
z99@+69_2o$uFLb#{>$RZ4S8h&uycUbaqizNDH#OYxqd>smJU#>a%lXxr`bPk4j)a?
z@_OcNJcIekeafH}uE$om74AKaS)bc+(`eLxrl{YJm@QE?tv#*08~%Lkz6mLC_v}**
zAJ*s}V==$<0aSe899+MB6p-*M&F7^VU;;`@l8;dePrvv8&Yeo8)3EX{ur-tp#xey6
z9l00v7$bM-|3xFU%56y`u8))?taNw|i9Cc0KrBDBM6&0<T`L{k2I-(p5aijJkY%A{
zU<fnl3UVCf+l2rd{EfRdHZ~xwnrhP#u}Mx{pL-LCr_blc^}x*rR=+=BfX=_%%uRv0
zx1pd*0jqYAC+Ge-Ae*y^xc&3unr^-S1N9-_ab@n63{glvgD=x^n?)QI=aC;tKTWI@
zsb>nUsnCGDx^~x}>J{?!(8CzYPaQ5gYQ@hE*rTt{eq7o+8S|9;o`#O`D;D4t>#yO8
z0u<tmI{K_YM%c2;-Jw5P3|{P;`5{@fVS@3G#H!oV!Bey_yoXy!)hO>o^%oiqB1lYk
z{0={Vf34cic-T{_d)Daw?=BY7GY7p>b{B1Y7D4=I_y1BnsGcNcMnqh3vU-2k*rgHi
z2z}idc+6{jjui~bN}i$ViGz)3DxlR{txpm$!0%1C>pDHd)sVW$f7p~zwf)w2BmMy)
zQ0v>xiPm087}@7;aVdw<ns5LLHA9*A8Qi@*2bKoN{sR#S>HOjOZ-xE>R=kMuj(#cq
zzDD!4NL_vFs9nXP;@DMI!?MX<(@aVCpHaUK{SNT^!!{Q()kxi?YVs7PjY*Ge3DW`D
z>0ayp88Ui$1Q6K=_al7#Ouat~Ux}QyKs*(^#4+9Q@)MZT&0xX!E`MugJFKHjqyNr3
zr4l}Zu36jDlS<EGN8I>~U1d$d!0%tQhb#>zuTu2qLtY&Xs+l}<I4+A3=+!SdPmTbs
z4A4ENu$v&F3Z98z@>J4=L4Zk+2MPjQ1{~{z;bG^QmvaHW)3yL>r?q~fkdLjTbtkQ9
zMai5ww!7IH54Yk`q2{yKH8^R)BG;Zsdk)%yU1JCGx2;C~(Yk>YT+hTVI=}UG-d(%Y
z0&_=~pwOj^ZHCXgOVid*otv{{c*cWzcX(sj^AQcanKC@LJ;nle+lqUbzFZR_ziIwk
zxUJG)vy<9%19=n+(k>p<QY%$I*2Mzv-QY<@L9fr=6(o``8vh~>Pw033gJ+!%ihr})
zEI6BvW()``mah%K8KP=x!26BHWW5^QCkaT0EQrZz*v6mQH3(*?ul_OFztn2H8#%X$
z`f(#fj-XW<xIp?!cC+B5*_vH$ap#7+KK~a}+;@Uh*yz`nF0g>;-VyR{0Nc0*5W>=0
zY6n4S&(qdqkhlDzrbGO>e^tt~ch5Z!?iTf%>A=UB;bRqCJ~Yo|A6RPY9Qrq2LbN!t
zk64-uNa-I*)Lkx_%C*%<td)t|B{^`wMYE`=NM16C3?9H%K{*zreYt{xq|#YOm=1H-
zymR-`fIU@=$Ng0I%iaRvHpW4S+Z8Ms^UQD>Hx&aBVjdkPdaR_lIKi@~oa8K*_Vq8`
zOiwyS4H-ZoyWAZ!11s>5I5|0IEJ&CMe2eXX{|YO?QGmR?2QH{@E$(b!)8yW&+jhT0
z$ndHyKhnF3PKBU#D|dwd>`-vqgN74&aJk0ZPxBB)nf-G5<od3pIxGH^R3f^BZR*?S
z;<{bZn&k(@+rRgVVk<xRvQp?mKiGN(NRedrL?Hd<I1Q~A#rVfi(&)a@fP;PY28K;F
zp!I$c+KVL7O*h1BOCNJw8ACEZFj0Wq(}lpcKDbQa?b40XyFgoMMUI%P8UEYS4l=S(
zd&uwC+aqL-S-3vz(axsvX56$qPjOJ}Ww`aH%-d|KB<RT1fvW$Gr1JP4t1ujYe6V7(
z_(d%Z8;g#6qu)cA9+KrcNS;1aV#~5JG7oNk-PJz0X?<{cA&j3RvU#)StIbq2H2Ohh
z3?=Ll?Be{v>Ma-q!oH~Mk(Ovpy1@8H6x$Ib`B<cQy8XUdCB<Mfr((;GwwrVzLg_hy
zszf0KfK+wwePvpnYU(il-0w01ijlZd){lWS1Y@FfJ6cLg|4dOe!Ge~Wx@;^#D2{ih
zAEKxN6v$6FXe1V3b_p1R;Bs*1wbGluj17PA=E?o<B4!MgZxJ1)$#KmR3Y;jKLjd(U
zylh^B`}^2W(Ug|mFoJ=N?ubssqhmXOp|=4Zu^6gOVid6M8wIbapf{=ltRh!O^YK9C
z0(mgi)V_mP{uCgtY<4r-99$NqC%=s$ry$^bzxa1WYD<$KM|D=YUY|Pu_wUIM9#CN3
z8Y6JQLbtqbJn)0tX)|$MPJm~t{Nc(aHr&oDAebbrC*qQM9lT>2KRlf~6MDJ7d)CFo
zoVzj!5qUHr*q;@^@`q<2=lSYfATCxKJ7xTKS4Yi{v1|T!jV-thWG<2x=d{>*QC2QH
ze|rx|n0KLdQctG|s;I_N>lVmzk4*z^zZGlQ42x2^PETz)8s8uben{MAvFocgz`Z$t
zoOW{7q1E^jYSzUpc<8#Zm`KX5LXF<sGdK^l0ATLJg??BD0^%TL1}>!}9(&~ALKL!i
zXj3x?6OJ$xBRBj!!Fnsxm5?+i9zB(i72$T;fs_)}iLF|UT6A@=jH|9AlRxxo-eDb;
zld*$Yw=_+%!J(zQRP#Ut7o(*Wo04(|-q8bqjfL4orqjpKs-Y3QsWXecxHNx^O)<yx
z&H3!@O<VMv6uKh^H~LRT$X0Pm-X@zwA0{7_ssdVRS%*qOcrz=Uq7OGXoJ}EZYsUkN
z2mxEh*N545h~WnE#88ET0&Ws`aDI-Y^EiR)8YEw#J#PYqwS3DyW8nQ4<<#Frsp3=l
z-QwHb*&((xiC#Uvm=m@9f$(qOAZAiI18>hxW0tU2Y!}&mH;O2jeVTU<I=+_`-@z&N
z!w<A)5-W7?Ly&X{CJV6ToumnggXxe!eKAZ;R}#hIrHR`b)PZv7%baAO1ux{V8>#!)
z0C_pf-H_&X)ZTGh0=;a3XDjO|Vq5EkjL(BoIqK<c8)n0Cnmu!CaYWcr6StLOP>+`M
z9;wXp!tq@1RbMkD>R1q?;9*_9DqzNfFvC=WlBs2vlLML1%bgL}9?1iYc4&CC+34li
zTe85#zmX@=zw8Kh+AM-?QY=TMJ8F$54NM9a{9A2>Q~hBt52FuJ+8t=StV2b{-_pUv
z1{N|qxJBY>8TT#6#gQ2$F>dYFdpm#|6)|)lbmRTA&ylOZ{QSI#db}1fGzE?ovP0!@
zbbakR7neXNjX0DO4So1%DnT!IBTquGkWfjHZSUAO#yv5aE}1UXtPMK^3ft;&2-z4{
z+y0H)vI{Om*8z!bnIADf0e{rSgEvPxcDe`_>+MODi@09tCr=}}gE<COm+uZttN-2o
z@r=#8?J_I+)$4kO)VwiG?9Slr^<aTWqcVx$w1vijB!tGhJ1Et7Sx$Qgmkgw}*%xE4
z5&XuYwc`wv-r|hktr+gEQCZwp{&~gq4o>Gbq%YI3+HS4W7Mkgmm`<LsfvkEaxTLUO
zmh+DaSKF8{a64gt#P}MgBN(XMy32Ea(!xQs#8n;UlD*}4(DiA-SsRQ;La2~TWZnMm
z4$_hr{iHHXFoqZxz-y$;>B=LMi-a<S1LqF1`U68llpra2qOuu{Y_^1;5|VkYIP5(c
zV??<q{-rPiD`WL3?8|O9+6oGN^{1S<<KOC%u)<!IIV#bM1SvNITlZ&%ui?nazk3(y
z*?6FkW?Z#w`#$siS4qC=1qE^^C?9BD3dZ#tw|93bL)j&pn9HVv!NQJ6IRPG(=gTHC
zk<V|Gyz)Az0plLL@9vJVWv-nbsCnv=G+DZz_PzU53Uuv>*^Hv3LKO6e>W(2zTn!u7
z2uV=+#9soZAIMD#0k=93fQ(}&LhRmCw)A&y*h<eG(OAoT$$nZ{`3KLWXSO4vcEMCC
z&sEns#mFD)X%SqW=@3?3|8Zl_yOciiCQF@!6sSk<=&ZkeNYS`6z+-7W!~5u2==AUp
z>D$>JY|SUmS(yHmjGyI)PZxg(%ii@wZnt~JQ1M>F5W;rl(w?fXI8+&K(m^~WDvBe<
zH=meCg)j9(3ubbpp6pboOuwAkXcp>oA}+aq$6LhN+AI^esxCa_HxbALw<p?D?Un>w
zg*)HO@G$g$p)~>!!ZZBC6DWH7JYTCrl9@Vg%Mt+6QN?J)n%)2~C}4fa(=CPJx<R*L
z+a5ACd(!penVw2q5|hIMCa9t7_ueaZp>FPjtewmv?Os=ICoYu`H*9u&Qzh5vxL;%J
z(h{8aZuz+(0uSXNarTT!kGQVxB2#_4k!`SugM&k|mMvTpwM|^B#qMJMM;yTvCUh{o
zWuKlVPM+l>0xu;gm~mPkbNl^7T6+3*>q!TUdsnJaZ?e3h{w0vD#C0kym6HW$v}i+!
z$Qg}Ju~exA-7tj;nS-FLJO-M?Z~<795S!mj>9<eEihqip*WF;^-wdtES$BCF5yypM
z`RrXF>r58Ce#iD!RG^ujf}6(ewqO!8Z~o;}Khc^#Ogu~K;gUT**{?_%?69*P4dMoU
zqQc49Sr2I{B={2>r&Cs9(89vi_!X$GM=1Z=-6kdC3iqE{mi$XP@q-;?Mqg{90zXKB
z>yvYq&jW(4SLaBA1M%J$gHl>PQ_4o_c)X>{OPW<3Hw#|HR;8|_Q$#$jGWGaVKi$BV
zY3!qy+Jxny&-Uu~pG?sBsk&)dfqoGnCB8s`!EPfs<RP+v;?k0Z>;by46b~AM)7iJO
ztDJJF#nN?!IKfDX{8(}CI2t_`wf;)4bHl{Pir74g|3wXa`1v{DBeaeR0?bm1+_9E^
z4V+~D+c$6YIO6n3exvG4RtBXzsMS962%wpkZf&3NJq7&`H8i9E^n7A|H?Vl2tOtTY
zSY+NN{wO%H+3Q}4ZXgIpww%SGe1KuWk)`7pGmWRG6LjyH+26eqV56$l^(J4j?5?on
zP2caK9)z`~|5*9!DqyoP&x)b#0z)v654?`dr)Q4<zts?U7E@yRe4gB207HYrbQljy
zVjYBPHh^`Ph3n95?HguQo7~6v%BZE?wj&?=Z2qwz9hjlah!%JF^J{N9q(uiMzP^=_
zY2ymI&COX%RsvMTt>R_mrz;0MGd;HWp$ZRV-eBr6@3C{YYrCX1il+IH&($iKyBo7=
zEB^g9i{(%q`qDq|66l#Qr_ENUFYgt*Qh@R5HR~CsLU_}3_$;b<(37UrxTh|CKe-9Y
zzh!lqnDm3w1l0#EoMV%z8r`WR_kLaF!4s2TTNTA3?=3^Be&&P&l2#BH10{gCJj723
zS)qe>t<N?(I+v*t-V?0X2Qwvk&lDrFJmX^J3pb&fXfRtT@Ci+6+^3$rQ}3`kZ?6Ad
z-djd7G=}B{jN=8d*q_<uS@CCSlGf451`mw<1Us6#*`a4*Cjl7n*U?-<D8h;-K3Nl^
z#m+*SZ+bF8z(cA_annd){T09d_vQ!@DqMRzj_lljU3Lwq1KdV`YN_5ScgFpDFDu5A
zCv}2(TgEI*M(M-@v_sV3F)@<d2|=e!5&j_rPzgAYe+n*vQ1g6zQ(M?7m-{Tz>o<~l
z)yR9H=Ik4qjiC)I=vTvXU7AD^iO0$Qy;UchL>|sO_AB^hEE9?$@!!DF_u62IgR9^P
z!<(5{@!Soj_G!y)w+Z53+p|X|uw8~51oH;mKo%nQ(@3{CPj=2lmm$xoH&+56RbD<_
zR=e-=vG_l_DQHs<Yx;G4k#x8wYw9brc+ysLfxYFpcn+T)7PvICL|h^}vg)_2br_MK
zWi=ZmYI}Y0ghWj|t`7q9==UC%YI5azk%zrK^-nzQX^gCt3%<*sGu5c?=|+W;*~9dg
z2^CSuQlJFCZLdhmFB>+i6X%q*MGI^GCO}>+-Ye4jr)}i12S`>`R3@!goAV=$q9Bf_
zbemfHnzhUO7!&+&NyX(Qy&|)TROU@Vq>B03%ck+?4bhB^#g;KStAXUD*P?gE>7j;h
zkA}W}WJKJQm&tlQ>)?4K+HK4k12iL>K-33(#slEqH8$}}wpgzz>p^eEkI~>{*8jiJ
zkH~GDnRx2_Tr<$B#ruFk(t7mto#oYsswp&1$_fpe{(Sk-mAT<XX7pjVE5?c4YDH_f
zXy~^248(wMt1u8})F=@6SD&_oi#j&zg{LXP>|K#csD^xQ&kln9A*MH$R^IT}(d&t3
z^<58)FNQP98f<>{lcY~I!(D#a%U-YH=?nbtzXhd1^MI)E8u%g2Zcmn<9#>y?!2A7H
zPqLnfirB1CB)b83$~l7R#%Y?*oLuirp7br7s=2UJf8{z%-O=$G?@L%t;id{_-sZ;n
zeMY9wQ&)$%BU;YAX8q`3N&?#&>Ky{e05A+$rZnp?&yqJIg5ass)(-H?PBjzRaAMha
zwPi^<XJYTK?yB>oQ^uIQiI?g04j33|KQ*yIYNVcvC}p(po;~i${S`6XRLV4EqooL>
zxxh9~7d`4lq#S&A=gutrXbr07kZdIVVw^u&=c%2U!^j;Kj+uAl)bFGMU*$;eac=L_
z-~l@O9toRdeLtn46qeO0rvZ6IhlzbuQ55SZYraooiuqn{Ou`=<V>{)!BJd4*EwJo8
zoi7lvn~sMPC&ur$XQ9$&yb%67crTRY>4^psAiLM!6)!r%g**yeSHxszU0hAzzBM@G
zTRe~DygK9l`nBE9Zl2Z;V)KwtFX@jbHh{0na9kLOG{(s?rnXUKr0>d;!N-vo=OMHb
z9yS<25@4m0bkp=71;<ILe&^4BJLP+5RZB}QaJ1+yum}E#l>_uxr~6(*XZA5B96q`C
z-~UtD>{&p-kAMGO*~-dlaZ9FpUTo}Qb!!GW>fO+YA;L!@mvRq^{ifj&SVxZ3&cEMG
zRMq+p4_kJEM>=+qVpX*!es@JWR-f06ihYtSJh)V<_kLSku_Bw3gS9#;*s^$|6sOV+
z?jo>{7=%aMgy1hlWRkP9i{j4fWbCfhM-JsJJ|^ZK7rigBFqY#AK6hu=!YO~Hri769
zNbj$D!H%tXl0c%n^8vfN%R@nrU-)<Xlg5P#HSEW|7(%biSU|>|og1j-lj~O~YS_~K
zQ%GLM>e5wMv6cNN$mU$0Xepkr%L>I|XjYuhVnDyi)KmX{?-QF|@xxhJseml(?5Nsv
zZ?Rq&n7^^Gv6Z#7h6+ar!E);@JlbTJ=&iSL5<erX=TQfj=YW6SKWN04r!T|%nfXb2
z(S9fa2(Tqrb)K+WDfXNda7=4boUY|PTBNF>3ev`7QSzA{OEV&I@^qYfhX>_1hT%u<
zf_1H1G%^@p|0F&<)HQPo5cUx@HUbn6El>P_I4d5=!4pqSJeyNU?*%5kPl}PfpzB`r
zY9kQ&Z_RwUL>B4@Hni!#SkiPiJE7hL_bq8S$AY(qYcY&zIPe=|^Wk=8BqwTG4%^99
zCPO%q(fIPp%II(OpaA%M_R!=}QNsFJD1oc7!_autiYvn>FLL<m=9>gfe7{shkkhe_
zBD-T}*MIZkk>37xtBTg8sREng0@+^M8-YB38o~eKP{a9Cm&iyNR5{7{MB=sF-3JaZ
zJrnYJ)$_WGi%!|QX)iRvMigdrtzI+Z5oWqxyWa12EV9cOFcw3D0cNMYteH&E8>a|?
zMtG*&6QT%8Fc^0xB#5LwI%}8Lmh6W{IVs!Ybe#0%_X{9bkr3!-;-}y&Y$A|j%lxpb
zPO20d7DZD;lqvZOPAqAJDPAiwc`l1M8OAE*76|IoZ-K5GK#fqMbMtu%`<cY)UYK2E
zAD(@NO`VMDSIVh)0?`cmtMLD*32iXTz&BDuI3JeF`35}FA$~tUxEnKlhWg=x-%A3g
z_$6=rC%8B!wON>x2*WBe;kI!Gb%%ARPT?BW4CN*kh~#^;lfhe$A=;moem=?iCUc9G
z>ZDNV^bpET6H!;g;92#iit+4*2##mzk?K>gU<93R--TMX!$ez~HLYSDMcCQy%roZ1
zWyNeh9r?f?*ez_>#>aghFp16_6Z)Qps(V#8Up3{DDX;bH)!skCBiuOux6vXG0L6>a
zqR4`({HXIoRG7?`0?uKg2o*2>lSWReQ$&IdkKmgK__A+(*%mC8S&l~2U(@v=l$;xy
zmwoFiu2M)uh=_7jOHrpD`H(5r$2sdfEi;+~sNiGG6`~{8$JL}oz40@D=U>}6@Bv@%
z`(PX2p`oEmyyadTA4s^mw_L=sbHbxq5>4!y;&4M0i&tGBuSYndr!dinLGY&R4>^)3
zGhuNn=glk;#0@<BKtHD>^OE*i8(Rov__Uuz)qPusmZfFC+Y+63+x>%ChVkyyW?6R+
z(F+&4gzxO@@mdnxi$ps*>c!9k(%%$evrcmk<yegT;Ph{`qf*~Z_DFDWic=z><D-$}
z#i>mY>jhVmAs_8!^|7-TZ5D2;!;q2VagCPFuG{b>ugCcGi@|nAPI0lV9Di$c8Df%8
z04Vh(NHYE(4|Fh&#1|Pvi)AB$1bm_-{T{9P@0IH2Wc4?#{$C2-!uaZER;%>Ekk=b)
zyW^F3Y#l1RB7Wn}&&}B<*wE8FaX<9Z=;S}~JBDxMBZ_JtIIb{fH7T1Zk8hsfe6NfZ
zjqZp<F+@HayX@-B$dkP~Z|yXiw8r{*iuBzdd3Cjf2mY;;PtCH^VFY<ny?!X%KRA2P
z(?M%Kg#^XWgBQ<3S9-gpZtl~1&}T$$)!6nzzcewP_Y`y_6{9@DP4^d`JbqAJu&KO{
zTQO=p4egaZc{ZYG?)w&m^}-Lxt#GSjeu=vVY~CFq<TRr~^SuYxLPAe@QEikWacg%D
zIE*;4gA9p>Bu8B}7L)fT>((nT^>Eeq|77s*14Vr_h$yOmwSR{vS^H&aFTnlO-oeOr
zKJ%skIh=<3W2ww3A5_JO_!PBV*xUBp=lCz;dHCvy)yt1O!TcZbs+Jbsh{nZGcEQh(
z_&Wal`Pnq(E%h8%5@EnjaC-@@Mc7OV=X9=<^FK!coTa!j1uGBW7qaIiqJ!%vYt&{2
zmEm|=Mcb-laB6|EPDVxs_xnO1C~97gnv<FTdMxVy&(go5acDpu@nb(te8AWbEbSjJ
z{99jp7omtGQy=ot?2wu)MQ2gxALVB`{nT6ns5RM&z8a4N^v$)1Nw~))f~bMxLjI@J
z$~7umEf0cSA>p*x$;r?|;uSK7kn*kv;pbtm^00MUoET1bRGuZ3UN_<9Gk26ET?`ms
zT+?s!jr;iEdOUzDJ8E(`3I(Q%xfW+nhq<9&C)Xn4kEUjdwZGfh70RcN4*sf6y=8H$
z?k+6hZ!bH)SW`*7B4|y|%D-s1_eJ#4ovB$V_6!@oy6klKv=#jJ!+G~P8S|`3^&ulg
zPFwO$v>P@DiGalDJ@@N+Gcgh3dg#}w!BOhC2S6kgAeZ1*S{k_(K7?;62^+DNRQ7^P
zbSJWqhKpI$%Pr>jn>xQ&!4fxCK4Bj^21!hjIocZUwf5f`j-UTTk01Ot1(RK{7=)N8
zQrL{3G%5|>0lF0^=r<`>A?gFdH89Y{Wo4}tB3*d2My7`81j0I6X?&N~F<)Y!i$txW
zLu5L@bfw{BnzJ?<PeL<|DH1?T((<?3S4v7haL)Ze0Df5O7xR`NP0mUeqiTuNJ#R6L
zRz-M|z6TxAo0o6Ijz;Bwj86;EWRld2S{`MH?R=Di$DveuwfHWL34dqnQ`RoN1pW(G
z)NH)Z{k_j~^+xFBJX_mgM%`I9u6Tjx_K;srXteW6K&-oNJ^J;mbJMl}RK!L#6SI@P
z-#LoD*JHZMKWWDLzDh|C|Btq-KfwWqCZdwnpeC^Uu5iq%^~2Th)QO8xxaGXgHk+CO
zlDLYz?jN6u9keWSYK?FIia$Tq(p}{|vm5z|N~#OI-mBKeXu>xI6~2ot$X7@GAe;MG
z<an0HzV-beV^tS}%CDo&jSL`M-35tNq~GvvC#blC3`e@xj8fq=L5;@_BrF5)N?<is
z8oLB!O1<-D*&}h(vH;hsmjABadY&CPwI>clIYlOGm@6#p>}5+Hb>VZ7wq;bYsQ8>Y
z-o@sN*)|o{6)Ox-h2AAnvXCs2<x@%3%h|pkKn75oh?2ygOFpw91GYK44elOM;c#n-
z@jh!?Y_PD`T$M*|EV5tS;b9EM9Z`i@F72yzMOWo0&9bdGuP|*Oo6zmw*24{_ddNig
zWTz~5aFnp^0~?9Cy9^&k{?mCyq>es%xcr{w%~~_D+$iwhk5~1sq0_1LivV~zEK#*j
z<-@se<>m0rOrFd+HYGJfB6zPJ<I;#cdaPtysEEa!ds&+Q!txhp*+p~Y-}{@Btcq&J
z9tSF_vmqVVi^Ir>&+=z4aXNQ<<HY6NMKd%abheEij~LJIm8{U)4*dHr&RKSRT1OX_
zX*iN5SBSz@W*h&F-DD68NOK{x9n=8E8n8&iRa5)c<V+8aj^4xTD$q+TZ#pR9MlJN!
zXu^2^XEZ2%A#tm)`o}v)MCfDp(FJ7rS+s?}|DnBmb4}M^GWC-b=FRxh#h|=P5PT<z
zk>nILXRZ?s7YOt%unU`IV+=^_^182aD`8~{*WZ6@To?-0o2hykBNM2CJ{m<h8<yn?
z2oB9~$cyAqs5+lURb(?b_~h<Ao5TF$?awUy_(s5IA6UK-T(1)}eEh1S@@Mkw&Wa#K
z9@<DUC6#lg^KKlc7n#GTw(j^jBm%8+Ui{!QN^9H<47TWLN^<AlioVR1(4>~IsJU1-
zrKEqYQk{;Iu>?#7`G-l?DVS-LJo3~0JxudZwZvafeS1aK^G3E@0hvCZ4iRXsK)Ht9
zVgmeu>KBFJKtS7PkI%1mO!ctf_+_j|YYZfr%HK|!;==B(iy<U>*Y#fY`tL(P6GoF+
zm5dm?beXFR35t(;|1&0W<By3L6W?|J5oA*9ow`GcahJ@@W`9O)?V(AQnJ>pvcUS2i
z;46kiIiTkQ>CSmy_7-6K!K~$lGjD*|6fG?elKlHddSchuP@`cvA}f<lJftqzG?Ycy
zU3+lQ7ttZu9p@f)bBc;i32@Vgy?;LDcQBm%88r;=$Cyj%tCkB3&LOGh<M(1i1trBE
zzZ<FF<$6<5haFeny@Y{AIFTyO4N#O_fTzy#l{<D3EGR(-xm2e)DJ_kFor42(+e{`3
zWVC@a7c9%bhfop}&_GYhW+>Metr5ZRAG5HXnW&l?r~Ic$P5@DmjF2XVH+O?ET@Em2
zGvW;Cj|1I3Jk)WrYL!t7ZbP<I*4l|$1GINo@^;rZ$AL0Qf9I@IP-5R=i-WX<K3ary
z8h|S+AG(XhoM3_kd&<aHzt2NSMip76w)^{QNmidEh66qQmoDAkg@1KF_jn5-z(dpr
zP>@<=XQ$Z1ZKdP#m3b7QMXqAdn{$@R5`EgOgE^b8RLH^iOfcfd_KQRWlKu$cJ$^E8
z8{;)4KK~4G?|<~6(_qAbiJsXX`_1^1F)Vj?gpB0;_Ch2@F6iHPHvK!<)Bxj{7-S4s
z*}iPgbZd#(YuAy!OoK-GRQ5oS{o=Z3WGK0Qci^`oxoZx_zhLT?1Ncbwix7n=q6pYn
z02m`b#JdS{AnSlkV?AW><_>Hucu!j{3CjL!Kj(SrUA-fGZD$3b5(VJ<>OE8Qv<Eg|
zpaH!Htd~Xa2<~)9HOyeX%4BM4${sM$IDLdbNCt;l8zR33Ur3V8u#{mGRg6vx7Qbt)
zUPu2snEnI&rl!vi*V?Z0CUR@e1+F-;u2_rLwJ;PB$OMjjDvHttRTF)M!qKHlho|iy
zWw%m7#iKK(N{$s}BE`m?edzhCHcRGf(yF$Rq&@$bBnNmNyE5oL`=$Tj4?I~QWAv52
z>3&&RcWP#6Y4N#X@w$+t0IwmM{>8_bWG~)j$*Z#ucP@#^gC*W4<C3W#c-I3k?{|e+
zj7Ky0APq}E#!UX`dGpt8OkfMw!g^stYF0E(RE>;Xdo5_lMvj1R^q;R}MDL9jZ0hF4
zzKf}1RCA$Q_+s~r8QO_Fg@En%=CSxkEquM@>YxNZH!=z5s6i#Y@ljR2q-1Cty9@*+
z?p-6Q`dC{t#nXgy&Ybj-?naB);f4nW$;ejB>SAx`rDNYAo!+3@OT1q3&Va%sIgOUg
z%j}PV^%Zw5fvsB6(-UJ$&;RKxdEYMEES%;?3msf6A(+!PE;~=k16&x5{DSZs1yIlg
z+nQ7nvVZ07gh#021jst-THuBX5O84>x)r#>Z}{<U%z3<;NZVzo(WaEJh~<Mt&iWs2
zy<eboD@cEQpqBD`-1u3x+}3(#MWCCElwDYpGJ?+<aFW`$DOwverNddd$!x2VAgy#=
zO<O_Y92=?iDU@pH$L+--1B=VGCfy%pMD+M^_}y%i%~%0L>4@a-clR$5_-^DNXjG6x
zR$z7Cjj4Ec)`gm1lI*bj>owobg9<6xUE^>6NVMz{R`P-1c?O&WLM`|Hs?=773PlQQ
z@9-Qt&QaZrJV{56f`P%uw}vRsTJS#^U<Ix`@BQ2U2~ZwLJC8b*KqK<MxRQ(=p6e@h
zEBp{r`<S4*aqWQs%O!rk*R%ZeqQBPygMcW1noOWNt{RzBzd6<_g-A_aYbJDp?0EV3
z47dc`_i{-lU~HsW`=hxZ@H0UxoD}r235Bx(5FKDuBdOmWi<-To5bz6<8wl!7+F_52
z!U4HzCM@Ui>ro^uQbfOhbyF5<n<0IRP{vl$aq?v@lv3O*V>3!?I_evuBT6v><SRH=
z3`fgf{Fx^DRajJ=URA(pCSOhP?oFWrr^CpVv_git&6IzsL&?&kwJ?oBTMX{*C<S#}
zNGDqTy5lsu-FI}4l|h~%W)U2r?JA_sh9f^#Fa}Aqy7_avi%oabKQWi37AeG2^ZL)1
zhK3Zk#EwvSP|R8N(gN307TcM)69XkPjm1KeGuH?+&rWY5%zR()ozGinOSlzLo$-YP
zvT4l_=%U9R24&ts8T-iC0{>M38H{lO`g1vO(oo;Id^KE)7JhL@OTIc;PR|r@gB;fJ
zTAG@g)m+HS&2FdmHvWu5I%#sy<c^art(BtLGb`NxWkTV<{mfc`mSf2;<-3RmQ!Kx=
zgIFS-j%w>W@jsT%GAzsI>)LdeG?LPwba!_PNGmBwcZWZ^8>PFuJEXh2y9J~hp5gz#
zAFfYu=)ry6GqY#!wa&H3>@NY4rCpCZX!Q+MSFZ@q#>ceKTCPCBJ*2%ELL#M@ZbeyU
zZAn(vg<Fg`UjpOm`7$)W^T6Qy-bkp)4#u<ya@2)vKu|j2A4Hn3Js+9IxAvp_#Ba~_
z*#o5|A>x0=(RPPLdw=})sSQK#)!#0M7(W84KdQn0$@Sy-XgJkJnm_0r{<-yE%FnZl
zD@}qjB6OZc+*T2Vzc>F!w_W-e+BE7YhxE?ltHFU6k{o|+ZW;%MOj}dwwU8QHA;Yy{
za4iKsFB9Z2<G{@E$$0UkI!+ce<LWOmB&enK+z_~|fE-wL<W<$GB>vAp2QxFqg5kKN
zk&FWXO}mi-(EnecL(JR9lE>io$t;!wn~alvNi|sol3P2P1&mmUHPnf<1TVZT{W^V*
zoEqF8A2NNrU3WCf1OF*oiWE7DO3KzO2jgPJuF6}5z(-}hS79?$vxGrm_!d<%CAAq?
zjFD7Ul*`(H=7?dERmDRC@%}0`T6k{<W{QTg5+EtCpR0anL8DREXK#^3jS&19Ecn{f
zs`0(*$syp(`zDi?+1=G_GS}Spc7z^@OXA;6zk`fYM;g;_J%6D)y8bAe_Z36(T(L>k
zJ2%G^MP;h@Zf??)_bnN#+!h?hh}HJK#=A2Y506>B%J$hK=i3afUc7K|(&86cgQI&<
z`RtaD9~yXwj%4|zgC<`rKX$<+HAhCL%tx7>t$ek{7{WxON6I!vpi3Z<U>`vom4Ob8
z4W2_})YO|tG?z8HoUG3*AynkrNF?V9>J}lxFmtfD9257`u@`EpYl~7d73up~t>m<_
z{Utd3@6+$A3g#5@fAu0}^@5pO%tZIUb=Z^MDNx6E7mg7ck^@I$X4w0$IaoSm%`q!L
zl;vCz<cpdBoW<le3b1t^Vs-%?u}S#{3q~WxBpK2bA&8Eo1Yw=6ue?&asbkCE_Reqm
z>)u8k=a(x_WKpBUe-2H*jvQBv8V<f<i>qurN?02cq<c|<oMp94JzZRFgKu6{19CRw
z9|WG!+FwsZp*qL8O=K^Pu}P@yUXswpgr@&1J_2I+<^6WY8ZQk95rih0+h4R#w>8Qt
zEtH*dsy>uX#wbPIhSJ0&3YL<tIk5qy$>6HIlE3G~t%GbDf=9>u@{h0{(!lpW`?BYu
zM_Chwz^h2Q3U>G)k?gr$Yit(5WMwoNYbbXbO>27k=5k;bn%whhY2I{%j-<1<(Dwj1
zkbL*RF@H*#!eV!bCa1I%wZ5OluoF(G4N_S;4L25l>u|q2z+Bgr;kA|{7fbcpV*v)n
zC#YTK;!AsbqP&(+2wOt>teMV->n7~-3UVJS*wf+(@kOGf55iMFrCAI75g6(<G{fG9
z*bx|@a8m?Gnc_KgCZT2LP}ZMaT=on@^X!v;Fnm0OhLu5TYU+5Vn{m>Y_Mzx_LZk>x
zyf<kA6Jv<OAClHh+FOUe(<ua=8F9;aNTc?Bo-VJ%)@@`k@!3|o5;t+buab&wu92<3
zZta2h;C;_Qi9Q!yby$X4dHmbZnSl|G7zH;Z-b<Xz{z}?&(}`HIy@=tQ96j=2g5@QY
z*|_>g2A9<3-9&3Ur&EFr1Cb<wsrs{ui;SrBshqH|c^?B^igCPfzZf0r<=1Zh1>7gA
zCJyM7QK0ApPB|BXrX+c4PeD?^VHcinq55#e+_H+qc^uQBN9_R98JqkiY<&(M8znnf
z0`uHCwxWXyzdIY@SFNSqL1-xcW~OCb+_?3#pI{6mplo$2y*^-xU}L;v!ADWpYKAKj
zuQ*4%N=^hkN7quT%E*EhmY-a|f7^C@?XLJZP>#2=MEj(BAXbd0^rD}^6Hec9S)Z$_
z<QZ}V#VbJcMRC?R!amvj7YA=03BB=>VnX75vz~j~9JF5l_2=>>;_vkJ2OL}3>i-BC
zqd*-*@z0h0*URbd^Xu&Sy~_uCj2?{1q3UqliN#AP9*-AVnsP@7?V}9O<~xn%vzpUb
zcqs$R?#p}&-f~v-cm2^i)gl(P49|!<$l&`|I=5)@D}@q2SzW1GLfdxUv6atNYT(3X
zxQqb7cVgF$t7dT}_c}7$scaW6D`@dVrE)Ry>4Y_fVj><QdEC#Kr!^0M!ttp%u$y-C
znncT<jV4$5d4K5nA>%)?m(_qf=e_OKc6gsJknYMN@vzkz@dkfW`UCd$!e<S8k1w+i
z>5GdoCr2gEyiWV9#j<0TiWm)|I313Ry6=uoIqt3zb?pb)zxrGwwx?C-SN#>*yX|O<
zp=@+tdYSzT>Je<5y^#_NN-of`yAY%R9lKAUW7nUb8fM#Z`;JR@?FO;W9EZoNI3leD
z+VeRs=!Z=Njg1wRmYf{z;umOl+WSAWgoo=LLMdD}`DUs(9$Xri%Y-c$;=#wnic15U
zp93YPt<2cxf`5f{w6BD{pNKZ%`z_rCBL+Xfu+wENEqNr*9gfLYY|$LPqHW%55>dNx
zXlU=yr0Wx><8W|<y9+?^74t0>B8AX-?Z*RUS?>(Ul%tl3{T4rckbydSS4zj0LLs^j
z^k-8@_I}aVxZmUH&it2>#X7O$e(qf;UjsUFlgIf!ZqO921SI5t2Zgktzaa_+5FoRF
z!c>V9{QFXkehZLaSgC2IfNnyiC~cpWWf3*ied)*lJ~<C3>Thj%8<kv6cwUz|gz5n`
zN~=OD;Y60Av6;o%1#5Yml|ci_7%+Py><+5}<II+SpZ|_E`M<V4d~jLEpWLhZkvwK`
zHXq~WNj~V8BSS(o+GydvU4HXcWVihO9a~c!59p-rcNY#YFsxH-VC2K}@k?o@rzt8<
z%dzIOHz$P359cY#fB{AmO%#Lk$6@5qhQO`bd=eQe5>q*5GJPD%qpKSMjZRsbVDjp+
zOXN~wxTK>Cd-=YcGjCON5$k$d<kO=uvIgaH5uHJW`D@AT%o4ki7#)oUTCSAQyXUM%
zc}>mv*pwvY&;PA!gw2;^7xQwK$gjR5QiX1!b5fK(m@D?8_d=?|g<h;9_9;U1-zx3~
zYQF+zJQr`ym!Z$m;zzg@5~7(ppE2JwWFR|h7tmmHK`7{W#}kp>EK3l<Kq`@vTjtNl
z^^WAwM&dMH&Yy1*5~fhYC8}xH`@AI2bIIs|;QR`;A5C3-3|ad>t|p#KJi{c64}`If
zIq$V<SGt9i)`bXyv;SC(Yd2oa`LJx>!4D25^%>Q?4sYLz*B2=*Mac>5?7=qv4axVy
zu~MOiOHUg5!=_r*Y>4o&#)uG;vUNxnP{M#%^gl8TK$8Nf8btqOoZmaYH$K_dZ2Ekt
z!;oqXs8wMB&E+gxBb>lQ=AFVZidgPWe+>=0h8iNNB1c1nFf&!;g1Ih0uKu(b_GA6g
zo;{0J(0FyiG9-*)O4LoUAJb3YhdaM)XYck=1$!6l0zBMAk&G^2=JV2L|8uELsw2V^
z+89N8;LcMKf`2XA;zBw$rPE9d!^GFAY&`Lk^P^0))2BGqc_-hxSyv>&0ZXpVr3pFu
zU`*$fgqZDq2SD4ko0Pz_1LD_<_1Bl*JP!N+o>KQkf)>J=Sqms*Sy=w-d5J;D{@JfC
zUhRN^^AO27+d_=CjEnp3iQ^ZTPn>Tdv)y0KLY!B@SLFL>5)IABpHS=9g(~<*7lhYb
z?0*sZ_N+YZze0wck|NYU6u`ybD^nmOt~i#ra=qZe&&Ad}3v=6*q8R%a6vtn<d*_tO
z<(K@AKYwNMH=WB(9`CxuP3Y(9UkS>M?V&(^kFA0m4U+`=J?TvCcfN0r&-3v&;1a2_
zGI*!czO0eNC>K9^kMFR~4wQEQQ|%J0*&Ko!%5Kvl*O)N0M1g681<@jsZD{i$W^$YN
z`7TI|`9Q+j;OJDo!B{M@kijgm<(0bOI|eRp;Pm0&>dO>)YDc~Pv)j1nMB(0>IrVN*
zL_oP9Abf$dcOboQOd$(S9NC0f61E1S_6LbN2Jl&PJSCVY49H*qmGg|IB=7Dfa2ldp
z@qRo>^}HAaX_B^`uz0p$IAA~Oq>)3%3ow*kqWu3G4u61@dg`Pn0z!u=`hNY({tZrz
z`XAv82GhUY4lJ+|1+CtXznW5$b{x@AHQi4ozzPLzS>dG<+fBG^OQqc3e*AauBDm&p
zs1N%-PG%=Z!!p(3Ixf}Ww0mbqcg*Rwb=YFOkMnS0mFP?9#l^5ax~ULbwFE0RM~Ior
zdp;~5>!(k}EomyN9xUeWOrF;wH>LD69&U(WTd8(EHzd!Y5J5&P^a0X=RPTpFfJ6*_
z6Z(Uz&Gy#@=-cFz%wvS_6nla{G#~N}PU8aU1Q4@Od)roF*d*K^Y0UGwLKff6pFZpO
zj*@*qgyP`fprn>^d^iUhop~9`(YQ#4>Y9~Uk-wZCDPfIiiZsCWr$Ag2g&oObFDEU{
zEv@v|Of;4fOi=)Ennb|8QsgC$5u2{FROdZILr#)fc5Tec)~7&a0}JFSq2}VPj~}~K
z8{u6H(9(U0YJ~^rajB9T7x1am?cTrnsk?*F;Wy%x1UK_jtjS%J7&CJ$^Z|G`-9%oV
z%t?HDspk9m$6~d`TMUi$6oE8hYYV}FzREg6pkpw-VPm`Bpdvl|G1@WU-O)Eb%wI?^
zkMF>I4*FRl7-Sg!PCgF=99J7VFeU0cHS<=fc88xB+ppf)H^v@vwT(V9^)@UVD@;3{
zCTq!jUblTnOI_Kj6L0d^_`TW~p+4$u<BWgcVaV#GBoDygvh}mk&lYrV$KwDaAfJs3
zW5AT+e$>#lgMEt`(PxfMOB-#wT^j~NC0pyUzQ_I3=-MzKn@R9(@<AW*YBm~^mSAtt
z9Zx3L*34%Ys-F`sD(#(UFsVAY=`x76ee?s?8b&*?o75$SSl#gH#Mez%QxQkjw<OBR
z$$`W~v$)46={Gf8ZZ0Lr(F441)bc@~@A4#S_B($^ii~UC_92@`dlv#%4x1xEqHL|5
zF>?#Cm{KzWyIJ&{iUI$Rj_%I_T5P6E-2JSNNC;5XlyR}CJu)<DJ<#a<!r)Cp0J8Xs
zT|Y6P&*GSR=}GrNV?<!C!b#XqJ^P_)dCXxBb=9+F-hB!s=fa3zzTG-*9<#AI?fR9{
zcXc>@Kd;J`B-Ah0vBqFJ{M<YgHjhXCXh(s*#>gs~trQqTto6aIY;OQnG+_B#hsFNP
z54NVQqyC>IJg><OcRSavBYS=tb6`Z%|DYhqm?ngjMK#JvjA`+xirHSKeyXj4DNTYc
zagj+&y}A<B{26`m<IqA|tADFH&RYo6h=&o0<lsQAOq}a+S;N5`19puQZ`xZU>XT;W
z&(KmRPc7Jp5aGVl5MT*HiP6hAmA+9<)q=s~({DNq4LvI5GfaxDJDq6N7aRgUCPD1k
zpd>#5D!4F6Kdn>jhFnsnK^d!g1V%<iYPzD!*ic?ypuEDw!ny~WU$Y|$C^a(1rOeIg
zzxMithC0^vsu1@1CfI))h;?ehCMS<<wU^V>M55xG&w_ml?wf1E3q5M<akbEFutZFM
zvTV(h$h05}#z%!?ou1}-{9Ds>*8Z40!)y(LxImVBwfD2TZ!%JGpgyM|;UYS~b!)<#
zDql}3&Fr60Gv;`4s0kVo*ZpeinZM4XH5W^{op(wDdeV1Vb74Td#^$gmZ{4vpSSb=j
zGJYGzKfs!sCoJxIIX(`?Rn@mJcY9KJQR`T%TUFpf)1Gv;5iduw|3DB0J#X8WXY=p+
zsfU^v%J~!x+^uEdUUT^9#B>C|HgXZjuzfZe7ueyb^#_p$-D78+m6skES4Ez-*GTj?
zaEM1xLeE!NbgQcGVE;=OaK8YNsTXrPHXNtNm-la;J`hO+>4ALnSw~s+#5Vx~Ki04k
zMY>=<xRaLRK{>BM=>x5@CR}qQ9d(x8BPr55$)x0FUgI288Qx}DS=6sYZ15gXmNB^T
zKSS47?bP#r9^^=klUS`)0Lc1k*L_+<xlQvW9wjyP=g*&~@{G)AcdQSn*AnJZaQH-e
z<;XU&tB0g4|Hj;!1O*lNmTxoAnb{Hc>M5;`3DN0YQSsP}e!tub5T8v@srydA{Slwl
z6{E&<yzkg<`}T36$$@5E@bME!0Bi+5b;sj5RFz-&{Kg0+U&=(I>@mEL>?j58aemkc
zh(Dd+ZGx;%x{*LDV<Gd4BeCYF6LFb4&aER4iV~~GXGewo{(=`v%6b~mcjRsS-D3LX
z;+cuT;>%I<m<F;QEmA6fo(X0ubDt<PLP`Vtf{y)xdwGv*lFdG!>tR5@w33qPzu;r;
z!!E<rx(^*q^Cfnj*Le$=rKzrGnPR$NrU$QrTaTr8;A)j!ei&~ui|PE}`gwm<?xKbZ
z%k2dbe<~KFGViT8j7vmQkyB8-rBBD0B)x@y10xEy#D{~+OF(p*ZgH_GEX=b$*Up~X
ziEXojcjJ0axp4cY+~6qC89VePtme@f&zI65(q@ri`77m;{0<(rehuf@d;Zu3C2RQM
znt&~<G&T)bN>Xq<*<5<}V>S`T{n7!Z2EW}oTL&-K%1MqzA!kvnoMm-MH#ZoS7;0lJ
zpd8UHOPR$DqfGgSyKi)yK3Oa;DHEH>@5VYV^!g+cx&Z)?Z-x`#ZQHtW6FZeu=~>}I
zT?T6-=(;a@qB_BVATe^MvhpyDKYz_3SmqJKHfgAc?e|2RIXjPCN4+_z!sOlQBx<fX
z^!pI24b+(2h|^K7+lt*%xv-{-E#~h+m||+is>7E1r(_bnAF9n6*XDjA=G^++0$u35
zqEIczf<W&du1n%n&S#a=)?>sC_xvXZ5+R@D9xtUYRUS&w!-Due(oQjr4}$pW$R-A9
zsw6RO+1L!324D?~U@$u={h1N?Z@@=hvdm$7F+KpegUq?Uzq#V~+Rl05R185rS}S-X
zS7+-PDb~#);3+y!{N{Cy19EBL;TlNihlGGj1L5aErQzW`w8J_{;-j+-3&nIt3x<O(
zW_H#kLkVR{jQVneQG-jnx-0jcmm&;|{HUgNS^{0sF)vB)Y-6JhGH@~+%$8^Xx)cGh
z^p-U?HqKrsNkM^Nc>o1_xH|MBL%6#tuUYxD@Gi!-N!GS$`utwa&~POFm$S9P;x~hu
zUey*a3ZSZ9fn6*-RX#Bgquw5fQ`!S--Rf_0IV}=^YXdadmMym?NVftsK0Xj5DK+af
z!7knc`{@4xV5s|8D>X_Uy+b6SBe$ih&r5_7T~#|c2SqtVf3_y7qkQ5`k#?cysQ*>=
z8G<VF;@ZnXh70|Nqr^=cYxoFVmTQ-rLx1IY7{4G$G&sZEy}Z*?(e;wymNYs@dVay<
z%Em`xAePqmkuYqPzqMw)mq0@H7UXXdDU|!8amLNPJtft2_Cm9fOK?T}%F0oPWGcv$
z+8F)|3sPPLo^G~#AoQCrwR2?cO5pe<v#Db@hL7#wf7su<S?p*dL&PR=aMsH``3apj
zf!%oB=QRxy8Xl<4218_4d|sb{iB$m*^cF4m07%#fgcLwLfgvUT)r1%r7~;-16F1IV
zA{Uji8ynvsQxzq;2ePt0YXxvOU!TMu^I>E|Abz3X<FX<DWT{p_`fB^{J~a`>;&Mty
zC5@sD=TB5|$q9MG)|TO0pu{GNBivhYCM(-@cDwD!8v<I1?-S-SKV*T#-gj8UVHMTK
z0}9yUmj0X00q#}_8h62AC%X32>^K@;EQ+QiW61*C7WOLYLI_ZuM@WW7*-5TTbSoeV
zHzFx~G^@Bc6j;e)(1CcBy#%^%28M{@L7#YzhW)&@=9KPlj|z8(PUoAKz}sNlnOH2w
zb4RLzy38KsdXE*m$gS=^Q)Baz@5?loJ@<5eKrq9z=*MTJ<#lr@4A{W5b-$6pkWXnX
z2|6U7cGfRbSDd_H_S1krBSY_iH#cv9vWNJABZYNs2tH%J>OceiYsH*+a|sm+FyBw|
zd97Uj>*l}TiPQDo9c{fiZ58WVoXC>ewNqPiC~R<4l(d&{CWf`34{q6g>bCwkfcfi1
zpz7*O<|?lM^HWhz4GZ#ZGcoqb$Tq;U@9iyHn;c|zzWvn-Qxkw#J`A)I?_aG426VyD
zzi!mn7;d;2!#!~co68z?i$PLNJ*PG|u_t%z<mbfuyH>@K=DJ>}(=l3TGlcHid4_uz
zQ5j?)IRf#yV2w4$uXwgACj)Xq(ciMtgIGKEKjlH2#mFYnzkWXkM;#}orxn8$m3+*t
z|Ben`#?0K_+3_6%#ygU+M!OuI?Qk|=33&MMybr?T-o9C$K=`4iuHmpXQ$*y`g{T>1
z>>n!<cyr3$i^M|>wLIWmdQbb?VE@*P2l*d!Vg2sAUBw)aS$zAgU!+$cYGr3S<yBvK
zt5DKVj%Rvc;xZY%eA#F;^?n9H@>|T{klS+8cGYKVpIj)fZ${H}+vuxOsG`=x_Zc%;
zw7fv7ZGVIqR6+2xbL@WVT8pXUn;=E%<4;49(Tl1vwox|xZ9BH14{Lf`pUd4-k2E|q
zqV%peNWj~o3W)M|r1|P6pO;%JKw`|l9{esPJ~WUYRzn3p9+-x5#1a3thQb(|U}P{3
zK<DX={{SLHELR!;4BQh0Rz~<}eEGsD7?z*~OD3aMrY%2vM3uPRVj!o`pBx)mr=wlM
zuBsy%J1Q<B!O>i9bPUyyJFoX&Tax^n{;~u)l~_;;x~XoS!L77sC9=sMQv^d=Q8B-;
z@Ve+A4Yg!8bpBXE1se{9=%<pk*X0-mB;RJ^>Mn4^n>E$JhHm8)+tctY3RQcLmXvDV
zaHq_5$gHJP4cH6Nq_O|cqxJB>Yo5vh@*v)rxCM(rj=;$dFo|eD-7IQI4#p@2bEG{>
zWi)RMsu~xYsk1iUN-Rm|Vr(qo1v;am!4lK);)@$n;|vehkrd(FmcyZ$?W@a9j*kTK
z+|4lyTS^!NURr$y=!C!D^$BH=b~A)2nQZX<0JL~?92<*2{*#YqrheHna{t^p$~y|e
zf3V5Qq$Kv3kjii7YCXH|R7ru7VL$nh>)-mYhH`z$k99uP36X|m1Hi5<n_h_l^qQ28
zk3B3-jwzuvDSl=gMx?75jRgCwH&<~3icw@+e?x+0Sl;4cW#XtmNMiy=6+eKb)5=a;
z1c!ud0)I(%X(@`j`nd=HTO3O`z93Omd1$dy$LG7=<-hKm@2b~517kBfGMyhKeXqwj
zBiI(d8!H)n_-=t+?dgb|;H1}m!q_izS$-T$3GcK^tl@I8*=bl`yVwZ)!GKK4<*asS
zPUP^5@J%5Arg(d~af(N=mnoy)!zC#|bQ{Wh_F(i{^cHrw12Q57jeoB6bWB{BI3~Qg
zKkY$M=X8=3$iD*|wUtwQVJU1XP`>k=_xSv;0|1y4MD=u*WEdN7)HL9h$*VMDN`7Dc
z?~_bXj|s}3wGz_&L>M&}0j-LW+|2q=Z%%j%b<=`Zv^~L97N;oFYoD4!H{C})QTS#W
zy?i9!YIu#jDD(=g!2|ENRsk=VMsmj(vG;vjuTbc(mrPXllr`#T6zg4nKT*^2--204
zD1AZ&UbE|Y(ZctPI^e-ewDW;&f<-D2<n{mXDldisGu7Yg@Fa$WE_A`HH0B<AT#?$@
z`tjRt_IzI~KP{37-k}zYbp~H`slvPi?bE%wU@}r9_-ZY&7{O4m_{IpFf6r!2m7NJt
zRVg+<w;buJ@utDisZM&MYrI@zfA@<C!J@giS+?Pto8kCl#%@2%&|nK5h|FU8Hv-G$
z-l!3<=5xR5N{j}sLqvCzR|1|4_$t@Wq~nttYJ1Mdolwu6tc0vOUzK516d);RypJ0}
z^QT1=cZtd+Z`f{*732rSd97PJh`Oi#^eKE{Atys(i6~OWet2Yr^5e&n;V~uzC@|dt
zd9ZM3M8Vmx=Nm`W;WF@9IBI%UkeoV1f*rD!;UQD3q|N2qmpo#OeO|_UmjNWUTAWjD
z9!OZ!sY6u1b-NI0QYYwn(m-IxY12LlF4I@}v|$`sI2QaWQ<Oh3lcYN1f&)HwCj&Rk
zp9TS+!VdbGCQ^`mhZ+HDb6@`ZIC4g8L%wgV%85@%v6Y*@8`hzoJGn(qh3i@JZa5)p
zQ_O-TG&GUVel%ytMsjuxXb2={W8qOuQe6M5NF+m$Co$a|Ce_9MU2M6Gqc5EC{H1ej
z6_Ug~KeWQfHinflc36nWS$Rr2qi7JOjUN3htaG&SM)GUhjmemg-KYLrZakIWwBg$8
z`4&7YPUVlr==Ixh<Wi35P@X=MBK3QH<1d)7fZtwOM1h#Xi^+h|)4;$LA7AYZ4~k-k
zxa8)74DV#X(K*Z9mW}NR!23D?o`t(baFV^b>E9|xj%BXTEhbiGI$@|5=1i7F0#*6B
zMxhGA7(LH}l*jWJBy05&N~V8yk$PoPC>jdm5!fYqwWjPQ-AG9uuJIT4o~x^?2S!Ht
zsb^$1@TnUBqqknJAE3Yd-~v96>&-Y5G!ej1aCQOKQ(QE6cx)_hcpz)N)jcF&d;BLn
zfCDHIhqE8kwxcroOn&S20gsoqS0q>+iKZD|zpR#BGGY9Fg1F(pgLha}w?{!7P4K>s
z2ckEXBO*^XC!%BNo>0_1)L3e!ot)nx_DH{63_IvFJ!}u2M7D7>(x_fWQgGOi$4PYs
z;OP!*vyt{kpKitnN!1=xfnezO9UpgCQ&`8Qj*R4qjDA?sKRlCjJ+nqU)y{N>+3?-F
z6$J&uu)WoPkOc*`uA|W7@>Cltu6LV3Zh-61_@j>jrU52~;^eRFYaZAwAyV3h3d$E0
zF3QqA67fqTnLdBOl>|b5Co>yhq{i}^O@culwzXLZFkM9hVPHJ3PnROG(h7=u$rk0C
zpdhrE<g)|ypaXcgUfKXSC*A8t>rFBC18{v@o}126sY_SgV|gqohbFLZaB-O(?~2mg
zSIhnzRu5IFWUuey#i%+|QQHXwoC9oczo7Q#rSu=5^$8ekT7bbej4E120-^;7I4$v6
zCRrMb%|i;D81#9ulFL=1un<Eosz=r0ZK!xQb-~roZhoKDR^J9Fsf^!fd918xq=e=_
zhj+KKf=IS%#sza~TZ#14MKG%J^Rdz<Nu}I{!edyh-dkv9bpHMNK-^n5i&7JC8MNf?
zH8cmT7uoq~vgg}2Rl6-vaA~VI;pK4grhIOPfl~ML+vE0&dB4wlu-GQCj=3)fCr_wH
z|KgY+#QrQllE?RO{cQ{lG_>q}hhN>72Q6O9ax$5vL2GWz)1DhxW+gdEzEYXq1qcu#
zo`M)s$zLYcO^3LB>(hSiG){`2dd|?QpJvk*`qBI1=iE-4Tsy_NI!AQMY9C-l{v;;<
zWa0R4z=1kzuF1~3Ep>_1yP&es|BWI8>X%g8AipBj0uU%>>3(C$GwnQ)DdGuUeS{Al
z4$k=q+c=N|2`OtPDj1I&+gCehK`*xWP}0+<{Tl$jBGstS&mk@CFfAl=miflI?%2CL
zC-a+@KZ`%kz*-P+S3dt*uJSedwQ_NB@qYTe<!zS(GuNDAdcPo)@58Y<)5OBF>PLn7
zfwD(E^ya<hzUB~stz)do{rqsd4M->y0s?8jzq%JG^ndN}763SNp^n!VK9UM_N7O+}
zs@8Sezikf&a>L@RbwXIv0EI%~KqlnV5k1W)corN@__Imr{mnL9wd)us7$O*=Sv>Z9
zt}Y9VD%TlAj8i1%r2h5y@2ajt_iQ}MGwRMw1NM-%c6d7z?ozU=4)nt<=T>FdOba`G
z3DAuH8p*4fI^d)%9>v{R_~_17H!pPV%5Rq3clBf1ZSw^W!4(@WWBR3682ZcTdPIew
zbOUmM^PMKVVJY@thBon<v-Z<lKHq*n27$uE?Cs`iij>!wGoV=gwV1u6g3I~u<@w<p
zh${n2Tg5U#dQj`r#c+gAg;q@<keJ#(#nV|X*GD|HnjCnj3IExYCMPeZdG}5LA?hHq
z)AsJuVttqTH&I<=-@&TGNz1Pj=R89a#F<>~rAxjbc<)Un2)sHqwg4z;Z_i2{7qYUV
z3%HO^q9b#EfS8gQA3&K+{%v%Y-a8RHrfU?u3nl51p;DwTiYqRfEm7gX30m#EJKs)X
zcf$m%a($3V@!G%U79^!^t@q@TpMSeXD1!hA_2H^K*zsNs1_rk3mT{r&D{KobpbATr
z(kckMpCK~j-mcLk#UJiJQecMX#>zuf9J{%mUhj;!tpi>iug6*4yfvA7+t+VrH!7-r
zbxxPn-*YAhKu7uQ_Wa|J03Y?5%POw~kI{>~3N_?US2w)K0smyF>J{@%>1%9D!FZ2O
zC7BZYI6r@Z*7krGZ-|#1CjO)0nR6Q_Uwu3&3GYZEVW0i2p3CKtMa5@R^|2BgrcBdC
z*I0h%>=vkiQu>O(>hOn|?6flf;EDRUa&dBI&rDbym-%ci;SJ%2UmkPG|LMnK>ar4r
z3G1|Lb|fxju)XDRD)GO-gsm6SG$tl>mVGNEP}@;+*h#_u+m9}By5v^I%L<d7hvr#k
z(bUvV6-<rAL4#=*eh?*2-Mu6PWATc?FR3J{q2kNS0qHd4rkKGq3=AU}xu5x0R{m#&
zz909|PSv9hB?sy9pf~--Oob@qVqB;;K?WBFfgp6!597|K=nxPk{4(MqYD~8XJX-J&
zmDTpWlXUnVLBd2t(8~0D`9z%fwPv;SmW}*;6fsDRFx<{V(NpI1G18Rc;<X+5cQ!k7
zaMF~R0IwryZ-1dq(a;ep`)1tL{uTlW&6;J@!J1Z>wWY+WI!s^49#28Owe`2FFopu3
zB|Ck@{pN2-ZPNSSx{Uq3y#YX3>+46jUI>U=Nx;JVHbHL{4FIX1(k7blfd+(_|0&qI
z?9`(XyQ4F74sjt&u7&v7(Ga}H=|d0XuPLQ)sP48~ib&Od=3A9?uhkMr@-7U{Nar3}
zVBuohKjmq?IQpm-95C`=jDN@pf6jEQWV~ivoffHT9yeDGSx^KYdNhuAY+>e;F+TS`
z5WU*)`1FA!C*BKIT=AdPE>46&jvZB@F@k$hAk4TGisz@F)zwIQOo`)sVQZTpIdNzE
zR!~yILVuv`gcKHNWS8;MB+O02x@TfeyuIWOKGsPwyq7-vNf=E{M;O-(w>&YdYK|nO
zk!qxC7fBGQQj$eYf#|dZ8~S<da#D))e6l~Rs=8MHU?S^nP6h6<?CxGBCRA{Kka)l4
zirkar-<Y3om@f#hCjH>i-<0(?XX{FmlAqj~q#%{Gxi=2*!~KjPZqOh#wd=hOJ_$QH
zwNV+UT0um%-}r>el&^Ty84%MW{zLx*q_Z)mASvoCWSu@Dk#L@}NyN*Xm5OS&__T9v
zt^I>NbfIJbv{i*zNOo|bwp#pW5xUt6q~a@j2v4u4M1FTDFpe?>DNvxVTc$_q?Ba3@
zXTRL;#b?uc4p&uGW#+_-Az{pU!!3^5!$}GCu>*s$dbmJ51scSb&$!@sc(wdOfAk)~
zMJnQ)7UpkBf&c76orKDizO_awWpF%a|DM^-l%zw@$JfrNp9N@_zk2VQ$a1)iyf|~?
z*4qnH4)5Y8d~t(`N9!u;%Ru>^b6{fCvYG#v0nD0UM2vej>I*2D3>Sol!}=I=iD|ox
znLotTk*Fh6(+T2u*{TM`?z;wxwjh%QBOrwP)S-9Grf&q?GyPj@Ir|^%9lVXK5*Fr*
z^I&JMJxrIqIPXe?+XB;i?w}J{X5FI^Z=-&5$vPUwnG)wVZEL|_^bD2AXAyd?HsX{1
z`DE};N3b(=`)?zUH;sSv(2hS0{P}`W)Z32zSyMAOB}FI9+$co6>)&QKAxBDvfX6SJ
z_WMAPz7vz``Cpf>dvCF>b%dW023jN}H#dx-)%KbpT;At|0BnLeT@uJ<SRR$wNgl&k
z?V@Cr$&-e0Ss9tm?rvzlma!A76NGXtdt`KU8bQGq@G3hy{{vI7KvcrOyZ|bC1+B0h
zusd)R5>ADiyTNiixc{(rHRD#bPV59OW_(V|1rslxlm8S8w);taC_jBd(c$wbo>iZ@
zO~2osE0YpCTbzyES(3W?V6sjfds#!UbJ~NJ<3{uqCIn_a$cDn^1=Cx{Hk3~TMPzEk
z|L8KMX7Or>u5Xn;9cbClx8#^UYbJEBmPqRFPBfO6R1fW@-oiZ%KTfmRur4anXh&>0
z*1=UP#*>lhvxcBpNwuAjKisGpW?@ep9aa4H$S3MJ_(hs;$zBfg3$2rO67#H%AR_yG
zx<#CxdH2No>1jtL-Di_W(Dha94N5I|w*l?Q;clJ0-lDKYpl*$-^EIlw*$3teOInHo
zVvME{(}0eeOg)^6jj-1S3Yvk}Qo?sU7{p&+U#{2FHn%4<iV78#gwrsU?9EyKXGa%!
zfg$y|`T#NkU|?WsOQK5NdM%*xL48e2NazLVnNbjT7#!6hEOX8Sk^7kntU_*XxUCKR
z;IcA2%)z{6hXi_LzSL;;^EF++G`d6o_*~l183c6=HJcWYq4um6WPvdMsp<M~dOz6=
zUb$oz!S~NkNa*18b<NHnm<nn+*}k9Y16YfVcg;|oq^UlG9@%K&WCNS!0&^f5acGUh
z<1vlT8zcra{`tYJ-}*q{5sbj$B2q>Ic&i52YD!>3bpI1O6M1Uh^GNr6(YhfV9+|?0
zAggQWysqLKxIfb%dg71SME~Z!9r4WKXJwQ2{ps#}1q{qTx!OUxnP{!FnZt07Hn!pC
z@lNTXZz&&(2_KRXSv(C|eh3}r|LQwP21SkpdlhNsV@wez;%Gw^q+}K?4g2{Pk5kUt
zS0*%y9;u<2`GROn+3Xu>83$~UZdVy8+QwrL`sGN?_`k^@(sM9mIbZWQ%PL`G-K-O2
zkPMb=3%MT85U#E6+x@R7?PbEzZzh4F59x{+L7+G)wL7=Gv+8UD?L@+Q|EJLm8Bq?L
z!PIf#prV*ctY1_V`deen=H<47HbFM~@n$!IYi*;CaG9p~{PuPqAQ9dk_#>-sz@g~|
zbX^{=2b9C2!Jolo(p3$&k8I7zxnR+uD}?>G;+w|ZQn!6%PyC)eu=yi-0|?EUY_M5J
zJIi9T8;#X*bYur`)|uH^gCC181sh{O^YW-zlR&aAeIP1n-=tW7A#;3YcKlEWEkObj
z6*L@*e$RjhSa0}%G-Y1Jz53<NvOp#GtI~A*>ySD<Gl2?s^9B(cRLTYdYi>PC+u`?%
z&wTn)Ce+;51S3V`YuT0A;qRQso(%F2Q2(%!WAraeI@tCydgi1d5^c==tI1iXta;3F
zeIq`-P1>JeF9#V1Hp<nzt8UHP%Ky#Nmb;v)$y!a(*0$Jc`NubRRCXqa7eF_p6I`Ka
zU~W)!kLv_hM4@Py(%C0LhEQ0pd{szj{`FTEdeIGz)!~{l_kfO`mF&0QSEkrnzKlsF
z2~KUP?`m6LZ~{HlxwV^;T`L&Oup`RqlYQmsOqL4#G(FZu(%tvy1n=*#_Qo^Dvt4k(
z25URa$0EI}fVGkyHLe=37BWwWPF8oia%RXC!qJW?_r=1Y{O)}=?dPUzggKE-+O$<|
z9}&V2F&`^YPse_CLJt&AZgQT8lujK<(1Fs%U?h=6I+yjy(<_nBg%LCnZD!B+&us1N
z{&!S^;~M6Oq15|s6CT7Y;3=l_OMKZQVP!jN6PBaAPn4G=vh9S#+wp}GA>Sa{kd~pT
zg;Z00<!O%P{0ZJQM`Ne%M~t3&#n)rQ;OyX%l8<k(5@301SdoJNx^H?q4g{I@g%d#k
zjHp9>3rM^Ret3HLmJm+-pJdKv7*o6c_0cTIWJgO=^dpnDwM7swsOU6fpfEd~M%{m0
zpiLq??bIo#X4dob=}ld4?_C!e9A;|$v%F+nGrN}gl}@AfKqowjXXSd7S=ZNcvE$Q!
zVjp7@fs^4)88Y7SkDq|&2l%1wis-V??DFURpHe31sTNR0wIc;RoCFCbB;?e%Q4hpv
zOa7h4nfow8sZf@*avC{|r4o9YawaiwIU+q%Q?X9Rb1WcK2qY6#I;a@#{|JdF;81Lz
z8;JjW!zA~ouP^ZE$ed(}A5Mytu+(X+vAAVZmsq~8IuYv8wfNKJGL<XjgxaB|*Er;r
z3Fa^F=6G=QygbhNAmSekfrTz?J*n9f-`emqBZE8iQg6G8RH$*aqh{`3E_rZGAH6f7
zT*ck{<Xp>(Z#w^-o!lA_uG~Y_wsZ?fmy~Yncjg5lh*@#W9)_qDe9h!Nfue3hqr`-I
zdU`8-mH5wLNJxmezHs8BST5CuK*OUcD=Ys=U-h7+XA~9wqqrxX=;D&Dbp<1LrW+vo
zH!;gSKT*8h<o%JkQ%Y+1OS6=Yjt+q6BA}z6O_1<nfo&KvoS5$yNZxw0w|uJ;&~3DZ
zEc+stA?UTx;=+W6hQ>foupAa2j}0<NDC#X2MHLkpv&}>q8@hTqpiF<;5~Ybo55{Bf
z^~c(7nu?Nop(ZJKO@4vcyS?5HnlYRz8KG!8L#Q?B&GouxtYEs2rspE`W^)`%OaQdm
zqMUybOwkrI{wNOnS4>Ir|IZ6{zH&Jp^DAknG(qhA$nAcm>PFbQvPXe9FpL)l5^-?}
z+4FoVs&Ll);_@=-zIS4{v{PR4omB*h2#ryrJ0m=Chlrs`b193?H`9&h&XlUUs@}=T
z7{2uPN@@*|w5VU=wM;)-{+2GQHhT7>DpL2fTW0)w^7k#E8dzmpU-~RuukDSOVnt}n
zj(eqwTi>^*w&Q7OGFvN+|GjcFwh19_7!YvNNm<E?H=f)gouI+N@LYdVw6cIymWKIy
ziuY%$h9~|<@+mB4ge3j8Qq1e)EiHEafup(bpT)%xl^n^p`iKKF$q^=-7Gzj;zC1tj
z*ls|~&T@!LT)z=(dcIgkMXbH+7oy;kD_y?k;v0U~jE-z@*4}oqG!1y41gypg2?+@&
z<Pr|s$qI6!Ugj4wMPrxUEttC42@v5#Jk{OvY)SHOiM8N-Oce`4%lR^2&`@f{{|_BM
zq(+Xr-g)h}mrR=OQCQv4j4L=uAg{Ly#nl-$Bfo&+m@aMA_CO%o2A64fRpP92TvIZ@
zbr*H2OvKzOWEt5d?sdgb@ilhv4bur$x$8}nsf>c0!Goz7ue>FMyB4uqWWk^Vw_jQx
zG|OBBFi7f~no21uqT#k{vnSxp&<+=>tLew$gTwOE3AVJny|Q0G8dO~Fi_3>#C|q86
zu-G&$((X65-?_Ft8nPx0&`THm+5Cj_WigSGILcGKiR0;RhsF42u26#FcFjlVo6kL!
z&GW6*SND6Wxiybyf(*c2$JV;tcqjjBu95$rPnx17rhe*3nh;7aF*&E078OVT);YdF
z-gF3RW=b0sj<#1#58O4hC#n;NG$kt>nj3CeeQ5O*rK}v|zhS21`}_S26?%q))fPOU
z_t*mmc5m0#Q1&Mg3<M-3a$4G89)~^Ky%7Sik-VYM7CU@|JY3GG1UIp>X$`4r`o<3Y
z+YZ7h$~BGV|E{ZGOB5U9pb)Nk=k0*b5{O<J=a8_pC5~S9d3{_jX@)m7HJvec3NrVh
zPY4BP<UdeT$3{m7cV<eF$7~+VL@;L%+BqXy)D5a;RrYn#1s5aRq3*y%E2|8{_?UW+
zA2n(Z5!n**{+bzI-xD{7;(~XpQnX2L=Yjy~=ANUR;dQ*<N0WPrT~<14#s%c;Wm%^M
z34(n(ZWcr8kVJBas(&&G>B-p{;*5=riAVkI-C3ikthnr}sm8O<!7M9%pCcY6!%Y4{
zSBm(t^<4<91i7rrdrORWuaw=aV|e`+laHjTU$i47HTqQ_X)@y-TN5a*g+CB}3+*-j
z5wY*H2NC@`v_F!@6{WuJ+3j)G-tWM~-+$Ef7(;JT_))>Nodv!~VSm2$QSO-VPn6R{
zZ@&4y9i=_bjR2nwYv;Fjr^X7R631m^vvlX&yiQ{D>iQ<Tz6lw~?cQR{`0Vk&^FDt`
zmbP5si6r$22Sq)A;(Y_`^B$lhbknLZ*ZC0ohL3w=%Kirp&&ge0s78-Q%&Vs4>~Uj9
ze?uvm^Db`&if>w?+MyG-AMV<OVb%<#4uxRKyJBKtVF5P?{~Lqu^v+y^&9|`(p(x3m
zrY)MZNYNs-t%C#UH^dDjq?Pw7P*>d_<U}pBKck0+hC;l{n?iGmGE3F#va>}IrMFr~
z9qy(G?Lj`C)F_Hx=7EU*q7@XO8`@Ck+xlLwrF<SIT5EZW-<Eyd`yZX$F9wqgWyy8|
zT{(GPfnHKCrISNS64wpLw?7IrVC4Xl_x0A>$2Tb1w9?oqDKOh#mY<)WmXRTQh%<=4
zfBISoTg1Ay>$6Q%52YBnY)mrt!Vdx3Dg|(%Fu+7HGnqBpQAfRItJ8txS!_Zf;ZFqj
z+&DKN-XbjbY_3wVF<g&DCVHlZEoskc6mlf|yzI^rv0rjI;Nt}AGMd!AG+UzeG-;Ub
zdW0xXjdeOcCVD!_l3=5%OlD9z60v>-OFT7^?C4(XociZOwNH@ccCw#5MzC$|R!YyW
z>BEO3dh<)xf2bMm_Z-H!jZIQpdn6&W$;ukLD%#1?KL+12J-fh+qOzvObRfEuAA~D{
zEZ3^hchTBqk|nd8=AVKdET=(!*;`JaGSg=s=fC*yXhiyF>1{+j?*3|{JjR$jH{1p`
z_I<&SA{hAGw)%uVe7|jvX6OJ<H_N$WY^AY&YoOx;85smP5yyZdQ2iD}1Bn<I43pZ%
z4fcTHmn#qfAFP&ec|A(jn9rIYu_O74_D%V0#G$<B&6xN{$KB#zm$Cq%yGkA-ovZdW
z*or%!D<qY!jJoe+=|}n#U+QC2u4swr@Qc98huhOD^fZ~AJljcnb0wO~9W13cdpyV*
z7PgngRD9vQbJ1s4w2<ag79uVC*5RFqLf-E6YM=8?n5iUhs2U={32m1%DSpuyLfJY^
zBEX3=;miH?&~S%wnCAnxpR$m<G<k^)V&i8u+?nc!bZ8=-w7}^!uI-n<rErGO%C0S&
z_ZI?cv$MAQe-~k3VXN$WWnn1eJ*yzS4Eohwefq_d`0}zN+43WK%x8!MgNmAQ`wt=q
zUsJ?#YdFl)Vp7em!uHkmf+a908=EESUDL^=D{F44XkAgB;RQQ4vMv#i1#z0X;;fcm
z^a0_+C!fjV5)2MiwHB+9>MJWTG&D4f%TPk=s;doW3RPMGiTv+cO$xX&M3M*$b-Ap4
zpJ>FFwYnT2PZCt|vbD7}JJ<FJ>eSx=64H6&9cP8O6f%T2(G!JKr0%SjtE(%ZjoU9?
zeXG+R1v!IBTs9=9)~9d3;Iiiad+QR1wyI~ejb@SseUp@VO9|dLa+blE6<Jr8qLAMu
zw&UohBDTilaxYwOLZlB18zn0b374YDN$hy^j5z_r34b-q+>FY<^@>T#@2sx@c#S}D
z1-$zj+%Bg?oZErQTHlRlQ=tpPj(Dv`JIGDGLHep~fF3Z}PbIZ}3-@2nNV-r~bc~FW
z^aIjsIzJZ_c}i(RQ`cj=hkkg_(lKw{KX`G=zYm=dSIb1X>bmUZQByBT;yG627ZA__
z5{_W?x}COWC_Tk}RBqH5&1t2hKfGSnLFLnAujr?dQ-l2IOwX&9JYQFMAvMzZz-jKX
zb8(YrlYo2U>ULY8F|&$7c>lgFdvD|Por0ku+}o`%GBVQD-JJ!X2Ngk4w|I<<j9eid
zL-%`_fLR~nO}CiBX_GCgJ_bsQMIU{imI|lS6&_>OMUMGDsPo*QJj7@5^?JO~n-u{2
zp#F~^GBPrVAOQ`C<!M%2w<EZDc<g|{_TsYmTJty0yHSKd{C=!K2!08nA-On~Bwme|
z)6+$GE3FSpTTg*TZXCQr?C$P7fB-x&7HDM)gDbN6$@^8zI=*R(&au_0OH*B}lknqY
z{{DH!{Q6smu=Rc~rKh)dlilGHV~us+<@ICX=MYaGBc`N&-iG<HOtx6>LVV-^SSl*2
zMwmstNq^t`jrDaL5hQTo%vQ|H+3+nMtzeKTGaPLTS^)9q#_zIR89ZUatQj8FwEZ78
z&z~&S5)wudd9b9Uq`dDBX$og!UzhOArun{pR43a+OXBJv45dBGtSr0{hiWc`(lwNH
zcKxQ%IV&335E0urb%Z-U9gm$!H`w2uqZGDZ2UnyPStEy^wW*5FZwbi)ok7NYM{RCl
z;`w+&|E8WRD8PH`9MUMI=a!eFCCCP}JSHgRb|8d^ivlo&4!eO3n#b*_31~Q`<&&Jr
z>t60~n$OUJu&SUzW0Ih-xy<?Fw<-g;@;+%*`$tD(q<bIz82cMSGce)Txgzhg9pQ-O
zzDe82iEXBL-ladITr~7|=9!zvNvyn55@%gg!aZA4A^dTcAb;tL>xwNh9UkVQ`(HA)
z9YNxUe*{A%1HkRryn-p{dgcX2A#X6$;VPqk+eBW>puy{6rho>*bQ^*2gTp}=bRy%|
z3mEynu|w}c9`!&Giye?HCl)O#{5pnJdUxa0XN-{qdbqx7WY@ySMT1A5QFYeCjdp8S
zv3Cj1HEp?0l@z7Sr#Z27htoS7g#_Y|)L{Yk;qCGj(eVt&3w>|n8A8ocBX;&9b|ei+
zrT>Fbe~(gjr}X{O$y>{uSf3<k&D*+Om$o8rY~sSJfb|8NwFzg8F>OB(=mt1_iVJcc
zg+`(`nGCWVGqaU@ySVV)VPSOx4k|4ZlPQQqQqyRV|FhQv0{r+SB&^ZEM~zEN93h!=
z_&H+`1R2bg>kWe~$j;8$04Og#@9%&62RRosFb5mthlq!Wonti{P_Yv;EN=b$T$!EQ
z=y1yrBW>q$rZ9W28r&!MV`@6je1!qWRXfSYY%4+3;LLx1VOi_>g+@7NGw`Fl(oxv(
zpvSJml?2WwoofHeN@g&P!UA3HsMS$F+f-+<oJ$k5de>I&TP3_W%65+pjM+S5yt>?{
zL)j_Nj~PC;BKBX;nAZkVphPk^C6Su_;tTVI>rI|t3M-w9Rsq~&tpsN-r2WM%k2X(p
zlbekK?tGvJK9b6V1$Kb?=NCTAoRFtiZ-tY^nUC&5A22Q6<}o${$CVv6vtw8XVZ(N$
z97TQ_=I>cWGAl|LXtZTyLbF4PFAHoP&K3vYt7|@lO0sL?d=O{t;Z8S`#8?#wOw(~;
zb2?H>B}&6*`;PJ!Aqv>l-<SK>4cOm<FYRl`j&ol0@Gc55Z+x4_ZL(L{+Xbc54{m$!
zsIOG3=5G6U8h1%shylCezMrx*j(FgWBy}w#+&dUZm&uf^F1EDv<g1I*sH`sv>Qjq>
zM%p>jx<5Gl1eVTPCle~q-bDanx!}VYxpj2&234)nZvODc53dP0_#bCHAFt={?(eJY
zcV%Dhw$UvmZ+h>`?G)xXVMAd0b)>fMr*tn=&F{DBS93|5FSKK6Ln+V3;N$*)Q83Jm
zlujBfp$78bwo)LD?i(Hs+sc)l>HU2a2rh7Lt^OJ5{6iNZeBAdAjB`eCo0sQo-17Lo
zWE~eNWuqHk8&`ag!PYdAE<gy{;A6ym(d5c^WAx^V)V0U%vXt__J!<l>regB7QE`OM
z`UI;<ajiAV$*d6D^emN+Bg#O^-1ma4it@j}&dL%0i;|3N!<PnA#5b%f?NntGKa!4M
zWEAE-Id|J5zmniNwup#`e^9_>7c!GANRk|Ogh~qm*A{S(VkAU&EZaz?;VQIAU#l^V
z(wYZrU>}4n?Q~U9cJ&CN7(q?;slXr$RN|!y`<E_wLK!Wc?wy4Qxr;IE?xyiI_b>Gk
z!x!ieDG`}DK1mx;wds~tS$8MKmmrR_yh>TSQFXkuC-Ja;D>c(;|C*vD{8I9fx!B_V
z{PE1r+4=iwv(r=kCRZuE<d*v@g8~xu3(_!&h-=3szHbHkx{zn$w{P5b5{7ZrBj&|O
z#|LX|d`(SF3m!TK+fz;Uj<5K5;+;Jpm<>vJsgr!B*D3W$Fb${Sbg$(REjG>k&wcvf
z9itb?ev%Pi8O^A*qfqMEdnJ%VbGzbzE}0Y4=5a$7Cr$UT!B>o){sUxUY$!IN_fj(i
z@g+vWC|fOnUcxq~r*2TiED@Z?f?Z>!Q^#27v{Y5CecxF7?mIqWi67^%e*@f^WFRuq
zNoLf4&<=kwpjz0VaiowX8nU$`Z^QTJ)fz4!Wi$X2U~ax9X3$vzat^+sVZH`DXRxcI
z5OS8P*X_-A)p_APVSzG+-D7oha4=*eQ@>QgqcuP{zH65&Bz&6(rq8wEKACgDh+#oB
zo^<(P@Wj93O#cX}x^Q^hocoJz0Zompn9r?60|Uen>JP8{l~MGPx!9zbF+KbBFG9h|
zJD{cX3Z<I%iy?*6z{I2%@ZdBbS6wu3(0WfMmvyM>!=jg#H`?{l%F)+lhhmTfTTE!A
z+GYDPtvvkGnmaH=px&mZ(mlg}>v^HQCm9o8u5z$*q4?JM`U{NetF~7i%!u0ldAc!v
zJrj&vjbKR={D%6+`$?auU{x4oYoZHWVQ82AdVajgQXZiDdV!_Rr&Q}6kz!)qh%7sI
z;J}v}IkWpabIB87|0QRH)0S&s49X)QoUIH&=IThcICgAfn{A*pC(p6@J^hfX9UjxF
z3zVVf0JnG3k{b1Z9ad`y#skX&b0ogxcIl1b<2YXvP&U~)*_jMPXSD)Wd{2M>w90<3
zMbjGGJYtiClvK|2A-B&<tJZwdgO6%aG!Dn3)VQGDPru*9&ZkzYR3Npo;6Un!3>2K$
zJ|`nzi@%Y<q4a%`UqmD+W2y1a7UI!xj+XD4j&}V<BW10x7lfL#M@i(DmNzTSmp`yu
z?{Tun{-o=*U`WIO2+zNJypNR!BtOBF2gCS8)dJD?=gB`oSD!n|U)@FvEtLQ5#<|#g
zJ2<Dn&<uJYVMs_TC_LA!&E1cV;Z@v&X@G&LQIMih&+dOZ{~kRd!G)@em384S+apna
zWRLe0Gw`jrJ{%Slm6h%Od4UGew#v=+(8Z(hDPC6bJ&{?TP1|QoRhLDkEmg4T9?jY8
zbv$(8B2Opkw7c}tJtFZmvTX9Mv&m1HF+)($nJ#Z!aPZP##aEhgol(QjKWvK+mtp&o
z=`(S^`*cON#2srOPbU9Y>?lV5tM)(En3$Nm$NNjrx2p1bbpAh@zA`Gyt?OC^kuFiX
zyPKO3lt#Lxk?!v9?ru1ANq0+wl!SD5cjvo##`pd6hr@Bsb??3QT64`{OTAvoD!+2Y
z)u7yTtU5M4p4tT4+9K8|dEv>mmU3koEqCU(N5RWqPJ794sHl%MbU#DGE%W&miE~C|
z-^;J@s44}G8s{_&)h&FsMnmS+lMNI)-+oNmBb{YAm60gu$l>4!@eNq<9q)+|3@R!v
zCg$Ks1Wa>Oga04|V`Bn2jkabq#dYKib`+~m%Nxm$?`Cf&s1v2;JJ0?V8<(Uyx)+yD
z#5ffoQi@V)xt|HI#=gm8U0c<QNQjFC@=n(a>$u?I!DTu}l@Wea=ybzn|D)vRbg-EO
zme<%|qyT_iRb5>^z)NU6mp$g7vZH=>;@et*<4g5f-O|?*!8Ed0!HEwk3ikyiWbsQ5
zH6{XAHnK7vt*NS*E(=ysFi&`)5gSX2OGaGi`G$2LRBu)pYdOF40KNXEw(&|bZT`=Y
z22?S|XN(?Z4CWu5Gg%%(z|bl@F85=DWK+Ovc#rJgR_8qu;PK=~6$&D#H3t{=(KRqP
zVXQYIAk`KN95v<4#(#<M@YAU%I_B(HWH!-fD~=o>2%Yevi&SiarW2E;guX=CUyiN2
znbBr53fEx>`_1@Vp-x-(lxb>VmLG2Q3I@KwVlWI&mqw-Mo<6aQp>n#cLxcVRFfvc~
z4=PA+9J@DqTVhn~TeXqDt!?>&Q+?)nKrHD)e0a~9DPuW5THhd}kh*+pm<0OoacCg*
zB`Gd0R^g$oy0J`KZ0ALVe*5CdfF%j@e3A9ytten&E?-zNnds3toDn=yNfk-J^Cw3*
ztf-_!7ZgZN9v+3W3(G$<=4M2k>iWY<w--U#{?H2j2Kxov^ad->kx~r=vw=ePx2_{P
z;T5D+<fb$Z^r9(Ba5h*6rl)7vQ|m7H!WI_PO8a<UniMAyz?tS@AXK2Gho|SK5wk)2
z0*iUi^w;_$6t-UjMKY9nq&0}6+1T3Z1@t<#);{1!iOp_0#jbAUcM!ZtA(J@_tP@A(
zCy5ipQylw`;{TkdNl6)|5A>D>@xYhXiy~y+X3HD=H(tbTQg{_TM1OX<FWNf@g;kd{
z0dFK;I*uiY*w|-g^#(lvy+i$E&HYeS`RS3=ZmXRW0lwrqJ?A!#Fj_n>o!2f9<Q4$s
zrptbcQFIg6`qdxa3_i|}->?rO7IGUl9`@{J!wLK5j(UG3H;2{T5Uw8v(wQo$fjuKp
z4E&diVOH>cAMcxz>3Mf&#@>&U**-tI#Ita*Q!>~$D%+BylA&u5riUtZz&ak!_X5t4
zY_X#GN;|%ll@(0`UXJ}1j6OvS7yQ==DfYv?-{JKgIp#->lKX03EE^YFs%lm(%E*R0
zLp7V|ak;{B#O?;6IJts!4J`Q7A>KK@oOuH_Yq2zJM14WwaT!K@44~)s<$Wu_=^@pP
zO*Ad@*-Fa2+GLUfe9c9Z2c{3@xVC^nf$QVr^Qw6<)HDLS$SJI;BIEn8Vus>uwp?FJ
z!Bm2~WsJpB5#Mm%$GD8T5t!SDsNZ=r3ZCb&w(`)=1Jp+G4Wxe#h};!8o7bHlp3I-_
zAlLYOJy0+*{#PI520m#7M^Un}evA<5=Dk@Cn;QRI@neU$&a5L%z>UbRws-Fu_w?zK
zOM|d2LO0=kns%7M*=`w``IsO@g57!#oKRe_wvi0(ErR<4w;ycOmvdNvp7*L~1@PVM
zOKM@}$uDLl2O5n1oPN2d1qxsOeEBM!ZWsYU!STbd-G{og;W;6MJSO*oS21=)P6Yi=
zf$FlH_KWksxWcdOHm!BYO+AL>)HN+(Qgbxi-FdvM53~U)8SvhwaV<izsDhH`Zhm7^
zPgI#Qc40;CJGOjC{Mkl7#0}Vo5rc8joXN0V*=8vkcS_VMjl+WF07ozov2$!D>Rojj
z?@rgKB1vCu8^1Eez*$e!W4d0lWX6J%{D};v;N4jp7JCxe(f1PW&;xtKEBoE4tKs(&
zD1`1WRs_H|8;<gta1&IZO)%_$>ra#*-efV)mRFzX+{S^DqA(+z=c^HT^q1<(N+V&1
z0pm}IB@;#N|Ae)NRsG+fSNOI`Au~UDFs4~__4Ho%D6m~h-=(ztiQ?9thb7~)+udvS
z)$1*nLdEl6187^Xrqu`7U6(yyH0|#r$Brg36XnkDtY#geOxd=JYtVG9LXzrYpYF<r
zUL=r@e*fvir!>0Y%+(N5GT^|G63&g+?};GJBN!Ah>)RvDj}?GHAqcOryLeYjuU?P(
z@#7@*wDxw7gRo^Bg_JHJsbfWCEMPqS02G5IyW;}I)F?S~*Njc56wdqEHFW2uH#uCl
z=)Th0OM6}Dw-T4vkgd)7L)$>tc|FpOYxk9BWI2rDQ8DPakQL8|h|^Q+*tj_GIv6ba
z!->&-a&G5FX-d1xTvqoR9{<cw^FGA?mEHn`=()8qYdGe73#?$tih1O#Tu2Up#t@;2
zV~Tz0l{kS&;UdChAwb*^1R-2hbaZ(jTmEplE$uvahsxRL6U9iviobB1PfnEAH$#K4
zosr4m#OqJqRqfJ;Lkii<^&0&pBSU!<tRcUD;|{Z6T~$!gg$q)vtciK-E6^mN^3en%
z@RSb|7tk{W!~CH(+<&P{e_m>|*<jC#^*;z-gh9gbrwYa6aUA}2Fr3PckRc~QEmazL
z>EJ4lVlb{JDVA1YLOQ$VkK3dg#BG*_WX#|?R6HH4tlCdy6(p@)!%7@V0q^vy@Nm}>
zFon6?Z<$Q%aBy*P(b3VZFV25oY`Fo*QS+!w-j3yMijZ$a1QK@}@`^DgG^>o>X_zC7
z5Ij6Q?CFhYT54ET^VQqbZEs^1Ind1{q#>`fYyyrmFEt&FK;dMzER{2G6is1qVM)D3
zgkOHfQ8-Gd`yF4l9LQG)n>FZ^VxYVrEX1v@N1tSySLtx`5(~9ZS#8t*uPkWp8tNyL
zF*OZmMB(njxBX72r=rrST6OX{f_S;$as8hYdD|8vU~4lAz>SX0>AC1Z{nxx?Kq^gj
z$oTtLHs?V^fo#y^I{g;E*dG~1sKDG!aZ>_TX<vheHciGwi~12t<Qcn--I4x|v@jjO
z5S%m>Qc7{gEU_J1ZZx_m%+{;l0L$o`fWSLqV&X;n3zc>0EJKhsyo!%uUDpuW4y06C
zaBZ$vBs@I0sAo|e+T!OV?hnmGsjFbgv<0ps2)8}9-)Ua1eNPdQm=o15+D7@g;%xE^
zn>lg@v)!*Qg1+XYxwNzR8ANmFT>nxvR<IlN+K>oWVn0$VyjS_6<b~Jkafw04J6|qo
z$w>At{LDu8hvoY~Wg+gmChRGF3a9T=%8ICAgGJpz5+9pM`~0nS3h#0_ymg6#ik3ZK
z;Y^;hJ!Z-^0p5y=ro;Eo)M%}l1hSjjj4PX!ih=N#eKJ=eUPIi$1c}&hfq~AZ^P@y(
zVC&&%mQ11I{Myk{R<)iR^OTl+{O6fHE(Nu2td;sg*%tVm@o&dgrNv*oVqZ0^b!IbQ
z!}Sfc0DEZIA>T3Pc5}AE^HM1>`2EF(X-Q0w>TCx87w!2<@Eo6N@{Aqn%x!^^5AX+&
zBr_1QM~fGQNU=RMdj&AGM7Lso%{`W+X;;`m#bQnV;Oa~)mj7$CT!d0A#db(BPo5g=
z)hIKaeJKgt@HC~-?kYTdvIUk394>{o;yvpL7Amzkukm%KZ!k6t!{A~XW2bMFZLQss
zge-E5NgxkQ<<2^1M(W{hh4h(g<z$E7Aq&l}a-whni@ZDKpT}B?V%Zv8z8S4HlQw`u
z6`PtWE*|QVrBNu86-k6fmE%I`4bIY$xD=Q=qOgQ)&QxpXBc+Hf;h%kS(Il_-;yS?3
z!-W<(Ju}twCQeKAdQ3Y<ny>$L(R#i$1l%5oxVckTSAR<8zyXGyE;jbCp&(islJIcc
z1FH%kNLtoWeniUysYqDAK?@s0P2LCwTo27+4PPfKN>kGVQX(ERTvNR`)Dac8c34o>
z<{f-nllTO6qtWbdCNK9FqJl`<1{KY2DXLJ%`v_iAqKM?wnC=5{ZLF=o<;ybz9{jTN
z5j*%+n;qv|_p!?Q*RD{#grK)GiI{2R8FqzAkbo9(;i)EVNuTEKYi2PmrIN|7FUQbk
zSo%R?iAen9%#d0V3F(Fek=XKkW3w8vxkZi}>rWO)(HGEHkZU+?8k(66fik7iV40yh
zW8>gp01_=RB+_K0D2_&clm9K&>_TUJhbjc;(v+bMQKb3>2a6}wyGLp)&M@*)GKI~h
zrq~M>q2&QP^tsA{(<oUAaVf*RH^W;%y+uw;45;J}8z(1GoyNb9#!Xa2gCMQj$yL5%
z4k_UYO*U!62qu^vALB$sHQjNJ%dZ?d=9|@8-FQe7oJM{ObZC26RMgieE?9No%jF8j
zE#B=Nb#y5f=HE_cQ9bEGUGwU~rawV<H-E5mYW(1}8DB$P6CTE(Bu@F`(TFdcC~4B`
z_cws?%M~k1CNufSU^13xb=>^f**#A?@t}RM<e5Jda4%SlnCfa}pd)R=lQlu=`BAIU
zf*~BU?$H5mDok{m2NrJU+YkGbOY#Bn!MJ`QE0)Vace*CXkY#7VF!%v*App#V&8+LM
zdNZNgcszi#3S>X}BdP3$R)!wC*+E52iSpEm?00q+5s^J@dzYD5%bR0qz8bQtQg2-5
zg2oRPPDEC4+}%IufGK!<bOq<h({V?6)tI<tzu-?_Gfs88x`?J0#n_i8Hn3NahpKuH
z1CukkXWisQ!{O(qbv-Xxl^9iPa{HamMHbE50k;s&9%g^E&}STYr+xwCAbt`wP=jsu
z`|U%~mGEuDjgbN4DMn%Bj-CsHq6jsD1laqkJcUD8TM~>}5eCva!kZPoJIiE7j5RJa
z<)=~Vxo3d08U3+0sqmamgZC`!88t`fKc^EaUq3(aU0=0+b)`S_ewC2F{2LoL)Z}xn
zvt2+dsVC^vo6@J_RnNp(mUC96#acHRv%)Teq?9U*Dx}4Uhz)Soh+2S&FFt{MjWUo;
zs7$9Ds<^C(^hV>L+qA-2vnthA4-RO6ox*m?fbIb7c(o_X$-DxHw2)f-K%!qcG71U`
z2u%MjDH%RD&72|${o#G?2*<eJvsC8Bu3kSrq2%hqgI9iewZ$K%GL?Sf`ZY|p*x&!*
z^4JZ1dwMLiGg4k-bwGC1X~T*9FsI7IGwdfbx-Fm0zLH+J{j*3euFevBz8Zb`aSRur
zw{iad(BJ_V5)*?3+;`3uc7lg9ddR>Zv}A^xPHo*m8cpOm-JP#wkND);kAbdMbUB>^
ztYcrgLCRxr*8;YO&ikBke<6y_z7cdc840{rx~hxHuF*+!Hxyd)C3;Xc#PrcI<jF}*
zk9DGY#qCA#0WUF?g<k1>9at{PE2)SY@Y9#LBkgyoA*SAU#B~k9X?k+;@$rGt`afB!
z-@V8yQJMQwH`J+;ibr4g?@G$3(wELsY%$A^2_zA0y5%W!9OThxG>5V>Qq%3LJ6;f*
z6oFG01t1l2a&pQlD)#t)k3+?<{i2=fC*0tQUdrblxh~_?Q@momD4N!gN&0DZJd-b-
zzSK}Av!vHfIM=6^ak*D*UraH}ZMeQLOziu-klZnKVCV)ePJ@yA7a!KNxM3QK@0g6T
zKV$g6o4`#^OU=}^>}M{dH1bj1T2<E8ZUSclgV$^FBrHLOp6PrJm+5k^D$vtR(Z8y=
zsT@P7EwnjnnSOhwkyc)cL3j2UYH)-*IO+s-^L$jQ6KsJuHu1#A%aLZG10Yx<1wTxJ
zY31z9DrvQ~sCG|bW3RtyEAekT4gLM0bh<|whW*vk9jfYTcO2NlzysXuFHP0kT{P9Q
zF`f9SfS^x4cx;JPBeLP0k|$yq!lu$>KZ}cQsvbe(@QtL?Y%TZAF3b72;U`@xB{{8<
z95U5_Gi$#4P}AGAmR7*TB%NOB4lQmeDm9b*!{SD(KYA^eo)P2V)MJ^<3(trdPuwnM
zQ8wVV#|qDKu%H0eQQcs|7{^Q?bvjAs&f}=@o?wJzOAYo_o%~!BmC4R3B>ni9@x7?X
zKuMmuS$XmN?Jp0%)3z&uYA>ztva+amcX#RB4)9J+PRPeAV}IAWshuxqzi1^#7_$K@
z6r)3u`*l9o*tr1sTn{|vWTES=QZ?R&$4!3w1cOTg>q6BV=&SP=-`2R>P=2JI?WIY4
zT2YDE>oluoV7wncaNg)Ke>8%Q`};Mq-pQ#D?8OZiB#bti$sk21!fDKUFu*d#N40yi
z$!_O--4}E4U*1Q_Nv<2#w2#<N14PngQC4=YG~P_-;n<toc>9;TQmD|)0aEL?<5ARH
zmmiKvDLEd^)g8H_Zq9W8)+efN^Yw&omqvWx(GoilhrP7pDY4V<0|ZqaWV%w*(Y=Cj
z0E;u9ak#;f_|8<E!f>-~BFwaMa50SDyT^jSr1Z~vBP-w%C_Uo&wU8!Z>AD`PU|TfU
zX>r1_{**E)7oj1+2>GGqt9V^Fdbz@=2}OSgXzWy6YPCUUl&}y{LdqQ$B1|HqwzPeR
zvFS!^Wk-|VF+SJ~Y<)e>F$D&5qn5X0&RAp7OqOuAy+dl9GR5R%CG#^sj6PySj>WeO
zJRPY&K0Xc%4Q+shG`LOH$HUmJSI1JFT~=sh=)ay?)_6Ue=O#Uur{M#gXKNnamshg5
z82s9sLu36G&aMf(BO-!SZ{9~IxnaZ&dZX|o^}EU-Qa(p1hL>S+IYBEa{>P!n0_NV&
zW9luA^uQXsnL#lY(?)Z8@r_70mX8L5(avawp=ST`a;Dq%l3+F+f&yzKxvI_G?*65J
zZMT&?waU7b$E9K9d|E;R!doARtfM)K!}}!v58QDB_m}8>_grgJ@7t_WW8bkTd-zrr
zq)Op(u#wac#!<#4CI*fSv~!NM?uE8<2IM5l*zcvYD4$o7M8mP%NMoi=^-=f;{oMMK
z06t-Ou*x;8>6L@8Wa#1uS{Tz;IyY#Ye=WGma@lWGt`R${jhGUbpyZsJ>c!39fIs~<
z)&&{Hmq!bj{L!**=YQ1S3HinR`5GDX)FWEtl+|Ui3GKVXH}rRxDs%Tpu&i^S-^g}B
z${bS%a~h!njujBtp<!TH03xSI^9jJ;wNr{@B*7x2*JvIG8QR0J#cvwkw^T7|3(IL9
zO#ke4gOH->L&HQdAGH6+XF4>v7=`&3>D-G41^4m6*~U`6T6Knj3>WePA`)fkDWV0W
zD?s)JOcqB7I~^&?)otU%^8x?YkKJrK*`w@LtH>>AabfY6Bz-AXOp(W*{LNc`Jr<mS
zkz@B6^fzB$)@Em2UuP1@KnaJ~jsnV&J3Qqd$%5OdGR%8yhf6hS!NI{Wx^AF9;I!XG
z^%d~hc83Y<DiG$e@PV5(pj*?^#K}g-&6I<N;ABk7O{GhIqY<;Vv)ce(?(cHp!cObI
z4%mN=*SX^J15TE2eouD$HTxq<Ivm9X&lIXMMn4=D#(T73tG^ukFY;trc3Z8N!!m*&
z`b@zT?rUK}t?BoFICvxvYh2eHfByV|MM45tJ~7~C{TUjfrls!{H{pNYb|@OH<NMb_
z+L(>MHvnD@nz1Z0&RYslehCdOoi?`!dVl^!9mszWtvJ)k!ym~m7<QLt6B!o^p^KVx
z8WEZA>h1->mqIJ;9&pIWme=WKXfyP$BA|01Wne$R!t(}mecvKy;1?6u8u*bO-o4pI
z6|~uoqeyu1&Ub{q1A`ngmlQE#d&^H8_6EK21k2;QMhn$LRX+x>j47`4Eu^_q%#wUN
zza0+7-QM1^p)Ne$UEG}&W>q2`eLv+LBSACRY`cFyAHKb_TlXHE-QH$4X>6s%!qXjs
zCPD&%{_Qqw#ebl#<7(hCpog(cRpck7yq7nV*yOX+*PojC34&Wqm{N;)lBNr0((GNQ
z9&`smbCiS9E~v96^f$c_uFc@Hf*Z_*z7?VACB<haA~iGkNDr6|4pVfH(+3RCTYOe0
zCMKw;se#}r@{#_4DvEtfFted9wv*ucF<p7llzSp?My_(p?eOsF^peHPqnOWhA?QXs
zhr`T>)^%|zqH%>G+2Kf_dK`!Sm5N25>BLO#(ze!2(V*4liiU?b48E`ab=~XRsn}O-
zSZII14kP{O9O>gEQa5DwH;YLqH|B7-Eu(g_ud?c@=j%_5d{M`2>Si_?K_m1#@;3jp
z;pog?qhcfn4`b1xBygDPRW&tcMD@a9pU-;#B&a+Dt+N_%z<<DeckGTBP{s<V0dw29
z4t7OR>*9cmD;ZF<LoLiSxwXt`YcSb-AU#tUu<Z5X@do5?#5^>o86;|`|C}R*Z7b$W
zb=^)e+E;(Ku4W0x6#ql+xf{8f&?PH&>mWwr=q&A-XvvVT$A4EW^JpU|SH7>>&gGX3
zV|KaUxSE1BHWPdjF(d{gVy<@j;leV2kz!&(esOV;>Tv^8JnDFV%E7?*w?$|9;fR?Y
z_xW#*OC_2vQcHF>Bvc}xK!ov2^zIO{cskh??mN>EpHR;%o<<AK5o@ROv)SmYGj2!#
z|1x-wQ#dSA=dN`bG-ft|2f=H|Dezlpnw!CaSmN>f@as#Yj`{SThzS=&qjQi{j?5^*
ze}+aCm%b+6HyydqxkkYYsf)n9OPgW0ts5wsKvmD#uKx+)9(rh?xx<_L>fs|vL(a+y
zl_EL)&3q`4exvPXrGJ9<&5HUCiP*t+B|`(j-<Ls^=ZOFPTx%%eI22@aID}D;h|xxR
z-<m7I@B7=`00Nc=^Gmot>}bHeNg@3Ua|=u8V<PYT^UaaDiapAk+?bP&7lJot2ohk;
zt#SQ;E{rB6&mkP<Mf5O!Q+)qKg`DjH*Y3r~@3c6U?DOPY9|cNVqI;am@BPgjj-^MQ
zcQe^~Hlf)38X9=OVAg`Dk=1B4Iw>hAD~qt#twFZ+<wp8Ir)_)&t?j$M7w$w%ol8o5
z)~x8yzY!|xX)AdTx@AWda%p}I_@I;Lyk0V?DKE>37Z>D`0cv*8#H&>K0{ZRxzUgx3
zukGIsQkDSF_yXu%U{dEe;6@MepV9J)AW<Mt(w*cGpzsUPTglM*9lm^ITYgH3@g9Cc
zzTR=#5tpANX1wje!dL=<diljIH_Kv(L6rDY^6rXFRL`GVh0W)Cq(pJ@fcJOCb@MQ~
zpoZgDwBF-<w$!?nYN^QP&DM#6C--bv2^;brkM{zNw3Bkff^`FRe3)zd<W99pQe^3W
zo8$&m3i<?`aAl&lIi25@QZUjF@xAXaB|X~c|LcBeme=@o)du#S-`emqzH5dt<hBd{
zmems8y3XBfYfOKfQT|Vc=C|G@Ml<gt&RfXJp9tROGs$>DW=qG%SmmxzgggD>5u<}k
z0FHV;><)5XmNYQ7JY6r~qG=c!QUEq2D0O#*aQyuQ)~;OYA2$q#qKbRV)XY;5UE%8=
zz01lVfP2eRYpEWSWal!)u{%nI?pP?NYP>8jQ64Q~+#qY&TIG^o4`d-A-ou35!li7z
znG)jW=4LpYJWf8o01{{55Mjv_CRzpP?|xF?)Fozabj`bK788-Ggy-dLekp;!xU8L>
zcln56%WBYn{hxGO{LoCA&@|a6v^{e{uLjyI31ypmSeLYET{AsFRaI5NKPEt>|0)Rw
z0)D)JINIk)LUTv|5TclM4&5)FlgFY-u`<UO5=9cb=_{h`MLPL>VPp0wv+yk2w9PhA
zi&3&64mCNc&Hj=?8JU0(2XzX-xVIWgwsBmuBz6u&#Mzz&3z*vOZ_(kl4(j7>CXDpI
zJ~F)Sr!;h<fRY2veZ{>Q1$ShM$qEP{NEgRL=~MFET{)8Sq<@vxeFBnDmy4rWhm-E@
z5%pw<l@?Sdi0-vr>v|93JE*=oct5UqwXVZ1FQ|1+5&iHKqc2dLbQMx_HU7{XDi11&
zFbQ+VMMUR+#5{Iim!Ua?ERL7b&mzvv?K%z<1W2dlB?)BsuJps;w?I1bdrZuvgFefH
zlg8sgq*cK5ctrvfl~Nk4Bq-v}?r|#=76mQ?VMV8V#!u?SFqADSE}YkcGFFAe*ZYva
zR&jjL?#KqSO<czv&!tjH;08^G&q-_;*2#(Fe-;l$MhW-}5}ox~*0zoXwYBlSzP>QJ
zJOBs=)~q6y2j6}V2gRt>A0JwM#1i?tXe2k^BzKxsQKZsQ*lqGBY~b^OO77Sey#>qr
zoWK-YLM=sq+uW&7Egf|p)1Zx0oRGDWkdzeK-VPq_EKs<%&96K}^B2+n3OhA82$!NL
zuoNJPAurlWF-mrL_VV{A@&TKx@+*q){i$pogeAm(Y~$i?UEuB6r#j8~-!D$E=y1y)
zjdVXwWSmTwZGZ$c3n6RZ<)wGIJFb|?BfZ?me#8-6pCFO)X}`045k6L_454oSyoQRm
zInDd`xaPzpOmspMN}QbNn<N6?4<pCjDI+0MCFSNYTIw-^I2_X)NGKK~I(O&5x&Gy8
zM#*YH`z(s6!Sm@Jcsg{JD3uPkPrn{?ctlfX*P%$-|JZ7L`5J0HwquB3{X^P{%c;q}
zo;Vws*A22ai!KHta=G9t6Q?pPv9bKa;V?>IW}RvqsaX+{%e(!}5qfRjv#^l1o<m}5
zXNMbn1o{lgOj`tbTHJSre7?iYM={xp(*!SjC~GXvh@ZY56`USfF&A+&Dk+5clm+TO
z=Su13W=DSu`BXvG?JS8lU|ft)PF2Jk<1IjA#sv2l2hn2RiWNfF_1Y1Gq2~?oYkDV1
z(JYnR7m+K<T<Ao^cy(bE9fWU_|Bo(o#L&YP?tR@4KJ1nnfV18%+Cr4uJLxp*!yzl~
zHE5kji%oIrmQ4XAJ*=CL=btD97xsNv_*X||ohC~5IaOrm_U}Zb@S8fy`ld$_I=st6
zWcT-J21dBOzh)!JrD+q&q(9*gmq)XO!ocUNE;_w<%+9jCM1RJ_6a~+M-Oeccf#-0D
z7j)BGq`>L|Y1b|*WQ)*cZ_?6@U0!B9+Wz{|{loW0U*L#%4S2XU`wyg~_{%E`L^lyl
zFKVclR~q}As#Qkjs!a_8nsbeXbwJXPa0^7<br(fIKww~GgdF$}`OMnd+G25;vZ3d{
zf9u5OyV(A8u?ZBw4LXnwr+%nime4^ro$qZvHk4h^>8wg;0eoRE#&MiFifBYt>)66f
zS?x{Hm|D)SO#(<<e=nlf_TL80#yWu(NHYfs>8h1K-vV1#21cX<{@PM{RZ}F1v8}32
z4TApA67I!PLk2N@+egc^p!^_0D@KhTki3nHwg?E%O`zfzjf#;y^nXgWFPniWg#OpE
z_ma5WOkGVCdd2&nL)~R?`W*S5nD=G8#enRp7qjWd{oHzmj-K37_KKpyXgqrgda&FS
z3)`Uw6jIe1!?j)KqY)o-+H#4F&4T~_nVwx-=z(exj;*Kl<1O$VQ8C8)r>f=}GNMix
z;ikh`_sQW<ef%0mDWhnOX~E{~@cRuxgHxYlnvn7~--JTLn%hF#Y@kLc6ZyMgq#GeU
zwlhszxwt*ras8a14`W56c;qxRp^c546O)s;!DX$j>6NF)L~&?L2h0H0<7w3vbokVi
zHZ7Z$5qPxg$vJ}MH`V8kR9~kawVozB41^;Rnwt1P0rhI;inlA&PQDrH5Fd8bfkquu
z`Ip4^eJX;ndIA?)AiKOfd7?AIXU>dK3N|V%2m}IJHRrwjq()h_fbNmWg|@;{q}+nY
z;W~-GiJz<1FUFF2-8h1f@w<SQyxrsBd`dy4>NZZM^7ORxCGtbG8rzc-;kwS4ETdau
z#*ko{6>oy7=lPoe9xw9hnO_XpMo@rjOLDzwB=i@Bk@$`GU!AvzsY^lZQRcskAS-^s
zfCnCbWO&<{4WwCBa~ELTIXydD1Ec!oq060p<iY!w<N>K-MO(m3r~z{3nhNr`LFbLH
zR<$^7_?m91$GLu0H^y!eBE%|xBeXC+_sA=ow#QI-K6hI?9!W0;{xc3`WS2=3x@E|R
zMWKD4>%rh<3Krq#9A&}|+f+cQ*%Cf$&yBxCN`gxM4!n!|7`jl=bF*t+{eF#6nF1r7
zcAH=Bn3de59n|QLPh|0V#=zVS;AH4mkN?;8@NEj`;V+9ux$QsigsH4(x?R2z{Dw~9
zdCEujmoPs?r>oraew+LreG!^`iELU(;;>0>|Bpr!VFi_-%VZ9Zf<dP9ce;ThhMkSx
zFl^AuK0Vw}^6;ejUQ}5~uV_j{tEsGi-5|z59$kD{^#j_*VmauWSF?zFvx;o$VN$!J
z36Z#M#vCBpg4}agQxq3T^(g;{792m0xV=R_X3_m9{BbY@x2hLSW?!iSJ;nbmtDD{9
z1FIo9hc`NW5t|~&*dD8QUIwpsClH&Lo9X&_$!@}21=a&bg64UT4igqE3PK@GP2{rf
zh4ghU0YUJhKp!C?f%!$9upC*W-xSsUF31kjuf7iZGXKtxU*fQMY&@ITdNeM=RM#@m
zmf&!01b`T$Ni&6FQZP_W9Uc-6re9utVZatTB3OzhVSRf$a@n}Y>fTS~A+?Y%zoI<H
zc#NWCT_*c*J8XzIP8P=1Vg4$D-9dlpfy1-CUEjdq?UlH+&_|XZlyqJ0Rmez0R3zcw
zATsV{hc=%vX5m;4p}CZOF><ML`o1L;6{@l63iaF?;o*_j?fj~0Cm<94Egr2KgvY}l
zs1g0&C#fP~UL~v|)T>R?(m^^}5_+zbP=CZ)YOdXC1b&j}giIgMU%!UC%kW-dfL^Je
zqR4~8dIla)^H|!Su=F(9t0-mA2?&;{eAQc>!QZ+-gm<HSU2iN-zkLH(P$<H#Rm{2Z
ztOjL;7ZIu46CKZ}2;;u(PXt0FdpIw*kBb{*<j>+?Mb?O>8kR5dFvT}VvfW>%KKF1)
zYBb7EiCVY?<1EItJzR6RX@M&aewSYwP1V^A7p}cuLl@r=c;4!OvU%VZI~)$U#UUWw
zU_3~N6G2L*vd*zycY0#*m)BX8BNy^i2s@s^hhr@d*s$A<(fM<Ozs8E`U#bvO?4FPW
zNm}ww5uGa6BP}g|iPMpl{fbT3ZqK3MNl0NetOR9Rq{q<2B%~$`!2t)!vten095S1F
zs0h~GqU!R&BY&4Ur3n3od$YS|%KnE;d%j{$!)cJH@Nh)X1y!D~zbO{rxA0VMTNuis
z;o~P3-8PRJ?tPn5%A068%IW5|zPTS77e`tTk3fb_Egu4%FZ9Qm){0|h^FLN>W*n(0
zEc+rFrTBz+`9y6o2OYS;32{Vn8bkvc$-1N|J9tdUuhw_bbKJ7vp?VdA@jV=}0;@yY
z0Q8_De&=QV_OUQ7xdi*fR-{riXgHSQ_!=V_u=838UTuH6R^J{?3mTq}^yVS#?EM$<
z;OcBs{wwvXZR%K#hCfy6z|)qQDXT)r-V0}<at13y5&P~{9Ujjm9|H`;74}N6dGj-i
zA!Alo=2rgz=W@7}1!cC%@CKdeY=adc(2iMMw{8t3)wti;0^*w8QVAL3I-#f~Ab{JS
zEN1}EUsMczErT?wP(<u6{s@#G_l&TX4uf<~H9f51?DaQrTNWIiG?*iV)_0ej2&AP)
z)Hm%hloGglGSqyeoMl=m*$K?hj!c2jk#hO@R$-K2zMmB3>+q`~D_R<07?hWnD;EC)
zO^8$O+v4p&W0o9lyYO|t1!j|jO5Cro{pun_Rn6zd4bFQqiiCVY#zmAB4<{X2fVSrQ
zpUaruni}IL2=*ly=Ei?0|5s7+O*>yeTQyRvOh8-7r>eljpb((zfWD*$l<!F+c2Ln&
z^wA4EBn=MVEO%61UXJ!(s5QStt4$%q3ylj+h%#>MY>lt7?;RdWCM=6J1ZlS&TS|T^
zjFPQ<GSXObT_<Gnoh(!)NkRZ`*y{H7bnq(3pMY4l9dV>D@~Yl0Kj{D4zoT!fl{!Ka
zcH@w9G-u>>8|&+>YnfY_5hl}8k+FF;fnoieFZ(ig=;S5?fWz~lFt20>3porf@&&=E
zXsyG!mcqFU5Xg|7o&9*z@nWz&oMO17@M9JHCbB1Lx?s}^w#p;z(?IC<YOK1n7uN8X
zErrGcW3fq}<%4o2+15|Pv<muAl0yF{V+>ba7~T-cY37fsiLx5@iMMtK*7)3?!I+L4
ziECO4N89-OQk^0uC1ns80L%u@9v&T?ou2+zTZ>T<!fF%T%H53^p@wA8e<Sbcj^ZmH
zxs?1o8?hHPT<p>JH)l|2y3I<DJ^^wmb^q`Xr>-bD8~0*Sv-02f3c(6x9oZk#GWtx|
zXb~du@^FO1nO!wzkZkr)q68wbyn$a9F$-KA(LdCqpDx7NRH=6zuFzjvj+?`PgEfR?
z%?ux`7+swy$v@PuAF&2o>U;#Z;@|!|T^Y~FgoN0sDU8FzLmafla?KVouwdt<4T~@!
z`AkrTn^-zZK>2cW0(Z<o@byJU^YnOMPAl<GN+Tm&AtRsHGAUl`VdIA1nYptEWx)3`
zS{@$XdJzk=newfFKeWlIsRw_tvb4azVDS%XGkZO|x8H5!0@BNHyRxJtqSLYqC3dwC
z;z-d>?LY2o565t{n||OFa~%wf@<@7&?dMHF6Xi6WnC746#`w;!PuA9&2OOR^Ah2wh
zJ*#?ehY&C=i9rtq&_)<tJ6l^4A|h|lWPa&icKjEN^sS`!x5ey;|KbY?vd*~Tlc)co
z=t`mS8H#ai&BCElk<?(XV(D6<x}^zcVwSddf|YekxIMY;dvQt#*bx9T0{jKbnAw1v
zK89Alk~*Y_UoV(=K2kri0CaIg!tusz1r;1CngsaU$yf>0B578u3J_VxhC{Vjl^F}A
z4u{wrW2qB|<Jr$qpLu!ghQiKX=kIh9sa$G-nv(v-1-)2NTtx*-g6}RKG+sp`L*_PR
zuLZXL$-mG^GHK3?-$RpUuZxj$JrHu0ndd9C8rTnm_97ZO7b1lrT&@2-9FMtLSQjYV
zU%jJtGTn{|`OQyJ$QuR*#K7fL`07@QP-#3)5}hJec$X$VKaN)|gUPh+^L*4?pYT%<
zmUm!?S3q?y0j0nk;Sox74IB$!i?0ffx`ZjEpK}!wUi-jC(3V?+&&tl8kjV=w_NEZ{
zF9wQ)#)wpZy{v6vc1^gZGF}3`f{CNGnNuv@_a5?Z?<&fPUV6u5Poe~;aMj#BEX+y7
z$UyQoqWAf^Eusk2wCBt+9WCw3H`HDjbtbSej)y1TkH7fgVpJwrNJD9Ng|28L3X9Yc
z;Qb#igGB!P!oxVNDRN1ucvn{!*eUn)^vD83C16+-h-<m}*i-|X6Y|SpsA$xDeoEtq
zoWSwDRb|5sC7Zc;Qi1uTLPPeX@?=Ik(!q5mR%CugY_6G1n#U9Rc`;l3MHb{`a@_^k
zdSrvi9q8ASJ!CWkyvUl~z6N7}60RUO?i$mS``VlWY7y}dv0M@J<#*;Un3Uk*B)3=j
z)>3{V0Xym(YyB+BmO8D8Sq`Y<f9cIhMj3Q4j^@3yn_~$(UNXUy5_NfL|BC9v!mhrK
zs(|<a(yufE7yXC4<qQ`l69m9XEnZ>rJxO~7Pl!L7Q>$Jh%tf_|-bL{+$3vc+O1M(I
zB}q)It(-vs(l?AMmbmj8(n{+a{^&m{9iATDReT;fMMFbfDn<k!y+^+(opZ6YKfh5h
z_~dcV>)kNsZ8+v&4^L5jLkHB@uZF}RoEiAp1BN3oz+nTGF|RP6I8JQf`3zx-`Yb}r
zYHBL>Vls(}EK%sXxn>Bb?kx??#NZIGI4o}^`u<lLWGzR;<ngqOED-8ymQ|+WCP!FD
z&SJVr6^LZUheR7n0-m`|U>Dri)%E4iVX2Q7T@w;uCG74R^F3WoGN_)U7-e>jjYVM$
z&KWBF1bA0l7NOCt$B~T8^?!uuxxWMK4wzDgZ}N+Z83gkG2vEe;T-~fRy&`h|W?xN^
zKy%g!lB~WD(@*05+bI`@^@UzoJ-(G`$y$Bb*26>>-rDZg|9a0CK<F8CziJZBe$|C6
zSPcI^qM0UokNIrnTYie}uB8Xlwg5vgv#Yp%h|csJ)VK$~^IM^k$r0QwZ8)J^pRSCK
z*p_EAyrXxo&A|0_8H$I44V=;He_XFt^>|;Lqmz@dfECmH-w!(n2NGJA44>iOa~*W#
zun;4^iIbMNj-q8Q`FFYR;glr#uN^j5PE`JpadyL(@k+N+WN)Acz2+pF&$M(k;-z(b
z-R0r>h?JOkt=Zwl3i(Bhe^B^vt|sUeIRK|8J%fjDBA@;LIZTho`7|PoU^ZI0n!>W=
zhp%8Bnax}&=~5TY25J9>^%daGQlz1+;rjUS2|ggcu~7wF9nc-b#eD<;?S_D7B$;tT
z<P_c#^6z_qe$j~8<@_9z>Aq|RkMvf63fp@wq6A&ABnXKhXBQo{z5S~LgH+;_3EUr|
z-R{@EZe&ZVs#AY*rl*L8Nb64_h;s*nttmBEEmT<nazKt}c(fu#H$^QbpMn}k-;wyP
zqQT~KGrWZjAMsM(+7VCV$R0l~E_TE6x{R7DGO(=R`v2SaJ^KhD3J|yiM7r{tni2i8
z3$m11g$z6yMeP^!LOB^B@tY%?MuY}$AiDHZH&NFq6Bz^$hmD8A`ea^H)({Hm0Y@}e
zx>U`UG{QIF2m(^D&SImD7a!J>-Dy+=Sj|S@^!~^1r_yMxlk^J$0<S5g)5S^->A0(0
z2wR_MWmXCH1$Ixp9W__@t%;Kf^bL;lfBm}4F8<*gdTuYBr4|An%AOv7iVzDx*amYM
zcFVDcm_4$Ngfg~MfZN}NyZz?P226PbiF7>?RQnqRd$-$9UqqxtiZF_~Y?1kCEQsox
zo4M^>d6hl4&ANA~e!2VcvsLL2#s=!~EiWq;Y8vZ@d$7wTI0s%<@V#+B^3Wsb>9-O~
z3mF;t=WEgc6CJ1C-Pz6UD@gIG-nVRAgQ26N!{JI%QCC+`Ru0U~B@I~cD&SyE$!s%n
z;;Jg9VHp_V6JkOGjDl4Q(U(2VxJc*$(hO6*PlTSAI$=8&z!(LbtW4K^>Y9_{(z7TE
zh&RX#skYyf2d2C&`fWgzh}V=Kj<IH5vtvBPeeLNOzIM}BJEVgBJBum(jA(5U#kekm
zb-nNx8)$B{b*!u;OikfEJw21q7Qj~Y&-_VyHwD?dlMq(0b(c;kx?^Yx9`qRvzjA2S
z9V#w`Ysw&%ehOT3I{5PKKeyd{G_qHrWN?A&S|2;S1mjm!G9ZO4Sepf;wTSP9`5cS~
zG{=WyZ~yap6gak8SwBP-kbLQ{tTEH9_Cm{EI&5?(`D!$pSmS0z{D#ld4-T<C1ZXQ+
z4F1Fq!AdhEDagwU0H#KcagO*u$9!|6Z-u36T}=+)G7@Hg^WZ-3>xZ%NbhAy$BfZLr
zlr$j$z*@f3$?{015gU%nSuf_R^j$3-)w*q+5IEq2>~+vLtN}Bzlh~`))>f6rL0$MB
zI`Q6Zbu^a9o!C!lV?`g*7z-c)_xI|E=(%E#bCEMEp<$yo$HO$hTot&@caMx5vFN%1
z>weW{b8LVZf}S1I_flStFTXl+Yv&@wx?0yUnMZu@O3X$!E&)C#1UOhXugwAvPQZYf
zs4>fWTz~@hZuvndAt6bo=8PSWEMjDeg?$aD;uiwoCEPBNk<H)}H=fmZy-c5Dz-{7(
z(!}PS@GD!m;QTZ*J4Z=mjp6y0bhgok^p(O8zDkA;M@>!rs%6*DJ0aqAP)|Zlr%Dy$
zd?BT1i_E;V3YN~La1u4i-Q0CD8gBpKjffsS@P66#pbYRJ>P$c3L<EATu0rDa-@n`b
zINaZ0*D(m#V*LRKnv*YfK+|tGDFun4<B8BR_Y9o&VU$^&9!aT0I|@U@@Quw}e^WwJ
z^Zomxb+7iK@1sIbmU>V{1<Kyu9^h|ih?oPm1#r>F)ZJSPTd}ynnX}UrDi#?#zqk{F
z_6c%z-k9ohv7SMnGC6}qrv@;C8E0aAynlWWBYM+1&G9b>mAfF>!hgDtlgN_UvOkUV
z{J5JA)Za<MK#>PIM%SP77EPlro#?cBe5m6>qE3=X=3EZ?i^}79%M~~Ls~|(m*S8<E
z&C!6Qd;V$;C1UMMRH@gGTp*nx?l|ok`w^0C0edREsgIx6`Xz-xw<D0tB9hPXvLhF>
zg^xG93IS~9a#A&jfm5+397@zS?j1W0QbpS}4j{=J3YJ}G1-`)9BEZ4vEVsJ6CMRiD
zXA;4JksqD^ZLz=w=>}r~Wzf<B%7J46B|bD}^JLQF<Ht=yLem=pJG;ne=QSfhwE=Df
zoqzu9v*^BBayl(JKzxOKvzy^P94;(iadJbHLITK&O<fubA)SshQF$sD!c&7gHV#c>
z+$=Z|QzmsPnto3fUO@>~sL7I7G22;K?4}saq3HG{)eH-w4z477v@7|StB&sOFdrvh
zn9YyoEsZUVD2?VVo(Bxxt-QqZ3kzSM1YTLt#+{xXzD`sC)a^8YrVJ%Hn5i%VgYf1K
zJ}L3DQ4Mtjt&(b9p=EcLtcL&ncdV=ZfzI@mMDuGyi=r32Lb1{HqoaRRP~#Yh44R=e
zHLQSS=tUYk9}2#ZpKHivBt8$P?WS1LFYw+D1rd6PWhV2ds7xKYVE5Y%awm)p1kER9
zLZ70)JEaVtil+xk;o3U~)fBhy-{-}EWgjMk#<y%)aGn6VsoUirqN2u)27dTWiubCe
zNwPm?TRThPW>YmsPgD(tkuQEmyFL7>DF4hR?1E)hn!@d1+Fb?aDZfEQ#@WU`oh?nm
zJFn-v9i;wcj~mT5B?=>1Wq{lkUGt1v?WN(9@KbcyyB}_kqg>O`hHqI}vV+$<JzdRn
zA>L1U!8M*77QL(ag|NJwSEY6r|1-VX6j`Uo)78uuAk4=2)Q9GE%p+Nlh<mqy(AJ)K
zTXRs^9rBX|H}WQB0zW??J@=rQ0$)}9EqTGa&tBD75<}aBiL|t|E<h%r+GtITKKM21
z-E-5)q1EZ>>1uId<~ne@->rUk0b<|!i(+!c5_{RrM&4iTe{c9n=^BY(af3rFv>u9y
zIa-#hwp6{8Oce@#BT8Ne9#WC;S6dG;;Ljg?1cWibR|}_UF|cU&p|b8OPv-JT<q!UV
zS__5)Eo68$*0f!c>Sta9lme7y<MfdAKNHMv(WloSI{{A}=waR{FTed^^1~u%stY|o
z>;rH<L}v~N3?zvg8rfIYoiL&1tBk1q6!ur&02R&UgPg}n?|i`?9QH`|k37;i%6r>g
zYvu=(&*PaDg+e6cIXm|0>CII?JHx<m@$38lpt#o>m`@Iu&f5l`TXk1d$qN*zJ-1m*
z`v<#&Z^*pngPI)dC=AsY9qG9yz+NENm`uts6W6jaJH|mn;kC5}flruv{aOpWCHTF7
zk@@xukWRlU0iSMGoCaNeiB7kEXzRvef6sQg%BxrFpT0q6x-D;a7Og+&BZ7SwbJ_n#
ze`K!F>aXcPsZ7dH3i&ulTtZV4fEKF3TS5^+PfZ;HT$hMrs6s;93G=J@?&Ya|h3vaA
zN+WlI-4Hnd2I_93qZP^w_U^uXDNFeBw;KU6G-T#50}rliRjus$roGAIAXv!CHM`a?
zoSd0<0+(n9DZL-D!N*I*gWtRJ%-ZR<#EDYF71Q|y_KmC*9Q7f5%YIm#yC#dgIr9b<
z20FxB+i9&>e^&yuA^IP)tPPHN&_lupmTSP+v;%NvJs@?ELSKBX-oW$1uY@FlwMtuu
z$-ea~E9JqP{QQuJee>zaM9Ji@zF?Sg`p%6`l%~Jmg9D6;Ce~Mo$jJj<GYfzd`%7~g
z-niDIOiWrv20kD{@Qr=BKs0rjB>OuDi-@RyMj19p>L<Vq&>8rT60;rW(2%bXM4p@L
zLEC)a@MT2)sRJ%A*H0pP8&q-_Qe;}U0gLI~ue@KWG>*662G7mSUG9C17$?h?x%5y`
z<H+oxkE0GbbfEO~?53V?^8v#wF;1EnP1yvtDq5C|T0$V8^<y6!c#Qz_S9Vi2;U+Lj
zvT<u^Dui9JFRolWsocSk;zR&VUj7;N81D^UvgC*>Lp^2=RgQE7rN`C-hWP`WQOi#l
zWY^SH%Z+(nSqRnNKvh=X=ppi7Pkes9T|@mZwI5tPkhn8&-uf(9wgEi;mI4lBZDek|
z1_hMR1T`vX|2H$Eb(RVaX<oi1xi^zW!2NuVBC)}vFPeVumYt#9Ok>YfFtBC*{sl}*
z{y~thqQEUJ(|H~4xc$L0CpWi6-|EN5nfbQ9!(=Wy3g9OIq_ArBd3%ztuC0<;d>Q&C
zcy+py`;6ZHnkHmNLqEHG(FW+}3ps01=|a#y$dxgWJs-{ob~O#^6Fo0-!z1XroOXV|
z4QzbQm<0k%5RVliZS<eaid$8+qlGO#e>Cdiks(;Q=bj(JReRpz<rduG`txJVWonKl
z!M(q9sN3=xFry7El`gGN0_aW}QorZRlao-~S?Xn+IWp$WJ<vEp@X|n<im%Z8T65aq
z&u<RTWY{b2lA~kVx*<qU_g}?@Ht|&+kKPustEh-!^Yn!=L!50^Wzo{=H|5nAs&G`K
zq?oJvlSob3E<cKrOv8o~u&376)`Cy_3{riL=GmvFG0@!BYYc1f>9f@|U#Caw-WItG
zizz`UCTwBQx3&tN6qkWoAY?-4>DgXZ&toxL>9f%v)i6(TD$@zNTsYs~V6CVM(yY$T
zG$%ih!M+0|zTf?0LC$+N;kp;&quExv#l?S_wg-u88))aHt#cqy)Ql3v6;N0X={z;5
zvFpy6;3){abM&ID2Zl~vEl!061(C}hC!KxMHUH|qwB>~C^Pp(*^I@+rh$zU<uHSL}
zQ%g)AA>F_U15s6HVtLgf8{b}?PrMI87xky>2aYm09S>D<H!RB;iWEk*V-U5pHHFW7
zEb<thQ0~$?x+i|}SMb?|?6ab%w_LkfXoXK>z{8bxNKjHYZBRge`n1<W@Pe44MI?e3
zlCdhr*p0eRQwt!Y*!1*t3OGxE5Sh=O;;LD^ucA!M9WR=1El^hP1*NN!We)Ybq@ZiX
z7(JS^Xmia~hDS2uwgpdPFrIudQ{w4J!^%&Cf2~f278dk?Mno3&ncg(s^M!Ilt+B(N
z3&`MH0E5!`a$K}UQsWg|Wjyf8mX?<?MYw{DlT|<YL2=&Av;K6wIDR+Msd`Ej`;74^
zV{JG4hKf;Q?Wkd;#HnG&R=2dQj2w7TD+!YW3#Zzll7UX<XisJo(n*Pd+iOxqqo{`4
z2ex36h3D|~oR{!*4f=8|3`!g%#X?GStksoW@Lu)D@NkmW)VGQAw6Lf=I0-7vB{Nxe
zJUNCtup7f)%)4jIKhoJk$|)S?(&7o1!dmReo<8sj1Ma-FBeI24nMiRwn~>QD6esCg
z7};pASWp6W&1&<rIN#;VY7+vY*(C>Jc1}^O9I2?Bq9S;?rP4WLfOpzYCPlmb9$Qm0
z^@=F$2-ndJEhJaoHtcZ4qOr=`n=2ASH5pIs#wazV8RxR;(0_TrToKsh)pM32?PsJe
zE-ist;nu8gHS_M75|CBEctOd`97E`Nn>{og9vZs7(MuR7h$F0f5$kGE7fFwB1H#*}
zhy@?hcq_O#*8&rM`i&Q@P0D=L>GXa7d#lHg2`e~wmtRhf8KCA}<Hb)gq4^1{Pr3ws
zOJ$I|4lkMK?Gv?6Oq+^kcb8*S$1$19h!?dTG}D^wTzkPVuW1@yxf|d#|9Yy(a$OJx
z1yY9vCpaw3jPn{~a0Bb?edR@Q0FwZgm%jUj%@bb7FrBZUrQty3d;dV0&iVPH&}$5=
zpWTNkom3d;)4wDrnTt2ZQ^8CjF(<wrpnZz*wAU@WDX<};kI)&q97w!rglXHoiwi7S
ztYTM1BJl=eNQ3yN(A{*o{{0&<A_6M~-A9?JB7|Lf<UWu#;BZ;BQBW9E?Y1W;J~5Q$
z;bA0zAsm}$<Lv5EyPuJkn)>Ghq5JE_ei@&5>DVCT{q!F@$QMl9$@0qV=@BxwXxXOL
z#1IDNAbow>knu6j5}i>6h0~~O!$VfVyQ?jHi|2`5Ata-`AT)Ey!`UW3&!_!Dy_bwx
zVD!i9DioWX{4FYz)dtuAt=%ZApo+?`TMZoHpSEu?&@HN2tzOm1*{WC4g6_LabxYrI
z&Hoiol1FocZIceVl#!?cU<?S_@|)>NF-)Obo>O@H44+XFJ~g(y9?5fToCjN9U*D&{
zA@-MdOye2{Z~<QTCTMP0f@L_OJE))&-#A2{E+5?R3Tn$p2eaMTO^wcq4+(l4w-Iu7
z=YQmDk0|kp6ktVuJ6_f+R;~7Hz4r1=j2!Q5n-K*3)5dJ6B9p*6f3+(BK}hsQ&<Yh)
zsEY3>!{N2~`i6%En10qD_b02x&E7Y3xUo_PRdY@YU#q=o(!~kssj}OV1^`5$;n+vv
z7`TrVt6;Mxn|Q0;`GOn)@kwDd0t(o!(u($Z12Zjq#<R=oRo_eKg3tR_s)gsAXB%97
zj95PT9tWmu5h@btheYtA)E|%ujALf+Z%$-%b>FR_H8{Xmy>)iJ&enbrjou^EcYk08
z|M#`2*KJt6<jPaFKaxK<1vG6ezxRy`D<`{lbVTZbVau~Bb1#2AsGxR6tIbtfX>Z7h
z17lzzh4i5IW<Jx2;y=_p?NP(*5@K5SFb1NI8`~KCFFrEp|BMJ2%9kpVXMfS<hvOZO
z{z~D;LR`-pSKC2N6Uikx?lDq~FZi3*d5ch1C}si8<BI*k?)s98LONMYQ&TezO+!cs
zIwS;6MQtF2r|F%Nut@H~=1v9?s~)6Nhyyi^2o3AuQ1*`<4cD}A#QYlvT_lqU=VQ=Z
zeGWnT`E-BvqCgVcvF^of3neBgNe0A?M+*(C_Pc)>)NiJW6%cVaVSnUeF7<lSdw%c#
z!UfF(G4u3rFscdISF1{8trp~LoU3wL(Gn2YpEUKN<S1$|oCk)*OI;Le8$6AZD{13J
zl;kd~?_K(<kP*8NwoL|()PMX_9U==qbp+Nf^gDk{XH(RD#21<@(J`~>X(^7vgp-81
z2nYz`m1ZW6#%D$*KIo4QAQ3rro0i0l>9A>-et3161Ru7iUY+dz4?J713z)j4rI)N7
zj(oz@Q8v#buP&%J(eJNqa%AFJ=eXGMxYQ(F5Uy2^gjG#Q;C8%(bTNX_Kj_hN)*f8Z
zRK>H#3WgKdLE%Cy!EnZg-TCSBXOLS4osgh(8QzRwv?B|Elh=939hM?oqRm}!M`Qzc
zYw-VC`wFirx9)4biXx$Omvo~v2ofSlD&5^7-6;Y}BQ4$C2+|;3(p}P>A|X=WI`8){
z{O-78cpY93=h@HRYp*reTyqYwS-mQIKD2pq2sb-?M9;!~EG+Euni`w4d1wN;pKP_l
ztXB`<#4|LP4RJ?8Z>{ej(olqH8&ss`@^<4hYTr!IK^ThG|IL5?8<&dNC=9pfi_c?>
zi>8~_wv2_!@QQe;Uijygz3@0YXdNok!5PJ=kOg&S7>~xn5x~3s5xL>2iB8WVOU>|G
z6-}JwAd7ApV}kph_QQZsVo%cTb*q6ON-mFM#{6xgQ}vmOCY=2RF%=V&_Cr)*#%M$A
zN$j-V4Z;(1YkQ^$L9u1>mM^KPa(YWNudM47f=2W@I;$UATMOFSKemh)RB`wsb>IEe
zkvcbx!+2feF)3?qdHx@Te%k2BlPaN}-q{F_)RS~_l;yrNZCX4#75lH6xxd;Vh)2lK
zT1G9wOoqO`eoRcv%BE2AUh#Ep&@Zu@&h3^<^j5UG1~#FWHL-=68*?7~#B~PzK^>J&
zyDHX@(BTcGfZR4<JGwsCr{s&}3ph7<V^R1B(~RYvomu0qKK$pFlgtPz*Jxm#nw8Fg
z$vEMK*T_rg#g2F=7-AJ;G4Zkp3hVLsJSKfPPFXRKDwqVzw}Ss{bg$#V(hAn#2j92L
z2eTm`_l2UHtlg4AJ(c<IwPeSZ?`e^ROA!u<T|A$iyBm=Gr#T(^MD%OH;vI3Rso}k5
zKmPF_A#%*7XKcBuYz8MikrblmfpZ|sHlc5TeSeG0dPw`*$8GrKjP&B_*wQ%<>wm|2
zZF9|pG@V#5$lwSUoA|@GCAlYKcf7T4nE*IyH)7{X$aJ)|rJ$m^M^0{2$$oCYGCQ)$
z7UeT^P>R;V^Qq+U;84M!2#-lJHhCRbvF~H25%TiRd(*98)OIE$X?4U_cNbbKkPO?X
zRTv<F9P8F-^`h%4x^>g33hNs=1sWAj4;@)IQcb)A!yhL)jx8BC4|1`j`B((sMEnxu
zwLKDU4-Cl-+>ewX(+B#Q>m?c`{a@NYEfqpfqt!9Ue*2spI6V2ZqA;r3EIku+{XP*(
zTPe@f$sTi&78k?7rt_QE6~T)B;&Or=5DTl_2v2q<YA0Rgoty<vYpzM9@Oh|FP{Fxk
za_cX++kc=Zk}qISbTgi#K*qqb>i@azixz0Nd^BRveEHO`crS5Mcm6TpD7Gs-bX()b
zVjNgLPm2|;N3B2NV;TsllxYkYMhJeQ50=GBj*Z2IhAimQMp`JXDc*WGpgJ3@NN4f>
zosc{p<gp3-H3K>fE5>xl=&0|v+N~ag9vq^N0{V^FofSN{j#o)>SEw(qj$Xm+*RS>M
z-q~3V@G+5FnGwrGry~C6l=xBg2@h>EXRvJlt=>Yb4FRv&ofezxCXxLaoQfv!)nwMH
z#dtE*>@P7t`xIA80)!7Fr5B{U5A0$}$y`G(go@{$E6~oj2Ft&ET&qFPtDLz33U2GF
z@1l!j0;z1;ExZAL5vTojb91wX7mIPW<}+|sWqD9VEsU5!@0AiSYf$>bo*+YygXijc
zO2uhq-%ti!+`v%Vbk(<X!qjJue4B%+dOK@6#z2d5-*G;+k68MMFSzBB@Uw;E3teus
zFf+oXz%}2T@wGYo#FKJu;19L`*LBpBbZ)<r=a4)z&NZolk2&;6sn5V*)j+dq`adu^
zdojFw3U*&?x8LN6ucWQR^!_*Ad>^h3OC!T^TzYzXih3JPCmQ~L1fRJ$KXW6^>DcEE
zr2Pc$9t^2GAquQzfR8f6M8#_iEYf@eaIoD(;C@+t;m@ahZd5={+p9ls^;+xTek8}*
zHYMH*LRs#->d~2n>$dv1+saN=r+&#b<}5oMV+817LGrAsdYA;C7E3lP9rsb}8`R!1
zGqJp16CVMJ4d~GlaGnHkFP<bP<A|NwQwsb{&0OJ^ODmude6_&3dGkFpQy>f=nGy2|
ze~ciurzTB&ra`^gwsAGT+(UqphG~|#BqqNGl|WZ__h-MP@TlL?lJQaE&0l+w<SH#D
z7)^$(>+r7r3<>>#C&MBqk7)3?l$pLYul?szZ;7l>5L4FtFBrjQ0a~5Q_H1fu>Q(cp
zOVzOkD>7YD>@a>XpB3-rJ#cU^Y4d-iq&(5zkVN_2xIYd7B=PdOP*EO-TYj9rv$y9J
zba0LVnTSGss_0H|0M6m!tjYPmWD6FdY`j0-THFCn{JAa;tK0OtpFCy^sp7x?)fh1n
zO(BZdTpZ<EUtcE(eNbGs8ncE-n?KSYL!{v1e+harRkKnSmcg2yO)|8@g7c|!Hm9at
zRl?Z{zT`f=Yw^0@B&82M4LArmskPOHwx?s&%+}G2(7Z+auPsyV`aF%HphPe?i4?qK
zbLcHCECR#ByY!xwAIA^9*^r6nBUTPk&VDoa%;jKSC8#7j+aGSgub`lQHH1xkMO?=f
z1SOmQlb3%#K=+sRTz{@y{~mZ<bgH6d5H}Hdwf^Zq!wNE<+*9{FolwQW$Hyin4k;^R
zgN}b#;CqNf^G;I>(=(T24MSSlqn6#pf6JZ`R2i8b(7d>$Ks3G{E`BgP^nJ7T{_Sf?
zB+$6dO-o|&b&dn%nNMEpwS_ThZi`pFr2|Kg)*lAwE_qUobfSXi1*AgKOABxHx3}li
zZ4TKTU$4;;g;9G~eJKBefrZ72UZGr|#LLf*iNlU}`vEh)X>elVV-NDfHqrfes=IvT
zWt7hgDrNm%mEjoYNW!v3h^R{QxUa~*ix+<l(v)rLm6FSlj2axw*Zs&r9_;FR0BW;f
z6$89<gdwp6ncIDvr(bL<%GA#-aL|*Z_S>1JQxq%mG?-(*%FsfWFtECsO9)`uTSxw5
z${U&*T8dyw#atN?#@I@rx3k`+0|FTeALCEqjzR7CkU~@DX#xj&z)A==KNw@dKsW{=
zp`@*?*R=((Pp=loH7maVreOTnEEnmSM4VWUGCJm>phWQbXCGd?2+tA*7e-LASN2|h
z%*fC{oSCZT8kVn-GU+2+F6yG4VFFp4{W;N@3c+y|Rh~o@5<EO{Dfb7<Z(G7B%=!N9
zBG-SMzr)_5`6=Vs!;<e6?j!9Be*7g-TVFpz^3d2+f{a%6l>P@EDk=j*fpT(0*_P6T
zp(4PQ*?Cqu<<B0|&2P);G9y`jE1e+`lc$d4Me&zuzFqb}l+Nid6NOxlC?+Q-Ly5Qw
zmtWMtY1|l02qAtc7I;ncAjX*+i&rwC@(XMzSlN-4Iz+N19nVU`%KG@>!-wDYHr-!c
zZWLZcfMZwl%|FY`%uIxJA42RPzVsIQDvCNfgG^<OAGKn#BqaFpT>)BGuQHRrH<O!}
zr}*xjFmO*EJ$j_3t{(a2%a7aZ#rJ9&b;AvZjk|DOnVCt0w(MTq_08(}IsIz6bdg@L
zvS@)?HG`|1D(_<oAFk^h{q})bCo<bZ>nF}siY59!pNLISuZb~<g<-}AfN2w&@1_3L
zKFBnD+gpzOIKk5LNB%+B2wUilBmrdP@>h8rk&*HP2Te$88xsbcRLi1XiyAtEnCzo2
zlwZZ_vBU81s&b8D-1oJuctVQ?ld1OrkN@<9d=Svzqd$MLfMWuO?i10xw#z~QY$y;%
z+HBk=5R|!&L`k`<W5D><Lls>X@3X*ILHfcubV|n~Y@xyBR@%y^wIxy$l^2#C2*}1T
zj-dT={w-jF;E9U3E7O17IS024D={mdl8W`sO^4$(N$5v-85pi^6aT?Ld42gQRYy9%
zgoOs`k=Frvk?J!m^FGv%n=YxUYuRy&{1n9Vk?x!IZv*swc6J6TH%rUQz5xM9lic5H
zACrdcetDj9B}bH1L|KzqtW-J4vI=1Mrtd?t^z!mA(0Bq~%NuEFDvqMKOe|usb06&g
z2L0giHJ0(oxD{E9rzg)su#Tnlv1B`>!}a&e*0LgmD5<IaVHh)O!h#Ju;SOR-Ni%o;
zV@Ye|n=xS{mcSpgeo_^oyuEi1lD+5_J^#ptY^o?J4d=ZjC-c~Q4o+Y8hr_qVa1oa1
zEw=?A%+EWzx(rNBr*bSqGJ94!LqKWOT1m!QN<aZ*6c8>CeotQZOum;~Thk`T)U?bm
zVR*{n@T4=q6vp=UJi3-}1aWetFE3qK>s^vxdJ*B{<AXaP10$no)`;!dp1KqZ34NSK
zq-qvd(tdnh?|>9->zqbVUJhErl@cXo{p#A9e@KY*y@VGp8uTou!pH>kT>kx&&B(0}
zgjI-%&s+MylyTA~XSVodtn{Pe2hwOA^3L!3bFOP65(J!P7{gV;Sb8v%8%oYYmNS^B
z(<MSmYZ<22&oHBt`R~+Z=$9aU?0`?iYx)1lN*7I3!jR-GL-+0XC0%<<Brpa9sGg9H
zjt;c@TqaPfWid6~-1yo*qtkIQq@+d)x|!T4?#)I^YW!1Pu*efFQjSh@32kgN+^U`c
zV5}YVB&<F*P*wewPC0Eysp2!=It{yQ0j;`FNt~cm0dzJ^>G={IGc?*`%c`{rv)-~1
zScsfVY~(VI-T@8T)_#qknrbW?Vj7)E6p~nb5H&w8tWI8Ri4OI5eN6r`RK}U1kl>{!
zFWk7MTY;)yzCK3>p8+YAF0x>hm2!;YZQ8RA+_It@Qj5pdPX}eZojB>H(pHPYn4YPb
zPuKX6%gf6P|GDpS_1Dgt$N_u&&Gvf|`%YHI2l8)|t%RJ(xRZkg1B!|)LpIs8>tlev
zz%5XG9n$qTetz~tW+o-Xn7>0lH|@~&a+x?A!Ko;iun><R8n_tyEk^h`Ls&#s?D<gR
z74_$c4J@AwC%P}Yk7%QPS27*eHps-a6GG+(A6=$i+XjY;FHc_${Ky`Q`un^8WQ%O@
z;?E}W^-q|O=<AcBwx@~H@t*$o8G{5*{M`p3Z&o?iIkhG00%1!|d9|V}1ykV?p3F%?
z`CasUC-K4)@p1lp^)3Azx1YX8B`Mv}3_#PY!+B9xb#u#<J>9o^JGG$T3#ZaNCAE<V
zoex*p$Y?VvE=o+@9mT0Gfxuz{itPtYr6Y>h2nRaB^Z8e4TbJOgVdeZpHMk`zQLCIn
z7_IX&1$By6{Ep1u)89sW9PPZ{5710&sP!>UljF$5EFM05LT+W2Y#qJ?jt|{i@;vE9
z<70ErvR_ku%7x3#ltv=II)82YH)1#}tMkw5$_fF$BRxok8-gCY>RImXGGc`TAwY4s
z9UGk;EX+NV%4LG}otT)g`!k)y=l+*KzAFR0fXpvHPk{b&x31^c`9`A0WThMp@0Kjm
zE7_BP1&<S-+-@`s*M5Z8kT>YwiJHu)x#h_P(QU@FA@uY9*T}bKPx#WiR$G7G*433F
zrHmJ=%tzpO>a2j3K#~(e$NlT&{eag?o134rvhF?p{(YJO*9R*c=S2Wof*34+#!d89
z;i>ouEoL+_t$YV{F!FzBwl$k#^0<@~n8K9EZ;<XXCERZidNd%#+DRQ8CaGj8tgP)<
zSQ*uLC7^(fEx&G*$uQWRUr@4GrW9V1^5pF7=FR;_34{%7Nf*Y?2;MQW9Q`I0wXLyB
zIXllUVks(%#_M>BA9FuY-xYg&+aP36e0=TTB<)v7Q-4IHC&jnrTDft14d**drqYke
z`Ns9c7D!rY=;%0rJ69-Gxc#1Bl=alK()E+p(=e768}kXC%HrZs&}-uOpCjhQ`dQ2J
zEhdD%{T~Qu6I2fn1|3HyCwrAnNtE0va@`<7JAKj3nkn<j7K12{CNwjW<g?g8iVu&9
zik#JALFV_fG~7;Y|B?KxDr(=hHr~E|1>rkM=?By2TOqRVT(YH5k87^qtj}P74GmKa
zdEvabl$&IosX9&q<}Dxo<(Z|FCMNFuS6GBvP{1mtt^MY`tR2-`nS>m4`xg>MXO97T
zD|c{g8yUfrc<4d0zgPaPLOk~!MKseFDQYl~#Zh?l%1e7XP5a|7vo<q!gJI%lJ5EYd
zlM3=VxuVLF0fql5yYbccp`gXCZ!sxvSu)m*i?HaK?}t`bKjh|)zfo7?=jPnqJ#`|P
zKPTT9OzBtE^_tl7a@m~>YxKmu_s~VlKV4-rI>~FRo{9_1274YpT$-DU27+7`@2S0_
zO^KRB^4^_6op6$u_5^HY|L!&pU}~wT;8970X7iT$0|c#xS~9iGrs3-a8p8trwz61K
zi>7w#pq8(wso4bJ_@-uX@;}G{orQ5;1C{(0xX*x1L1$a$>D^4y*NO<t{p)kD2Q4@M
zn3`n#?C=tusQ{j0R>xW;BYN%V=;OVpBPJQt-0N`5FuYyJz$)-cU!P>B@L!#=ig)Wc
z?#7ap<tsZoLzi%bm<voBv0JSb^%$|-3d+(_X@sE+=-zN$)u;sMsD`wr->taFHI<f@
zhRELyYX12U2RE4S7RdO@SO)}*lA)r07P{rjtor+>g@rUyN)w-rMCkZ=YU+3BXmj%4
zAdDBGfyQCm;{e{Vi}^o{*cCLQgssn>GBR<<qp181dioc`b0C`NLu?k!sxHCfABTr~
zdEYbZT9A~2)=5lVsK}+vQkQ_vO(1B&nNXm9!u{CX?o6vr?Wg%N#gmsO6p;MAcUpu5
zj{vBRt6+UPJ+0MZu~qs5ga+lzIEet^mozh@2Sv#e^^jFr%%onU72q-JpB7Gt1>Xai
zYmFv3-><U6)K7q)6rIxW=Z&mo(!j)Nczr!epA;57Gk=&yO7|*I&EV1}PQk{)64jSS
z2QQWp2Fu{gz~1a`y<yIObcvy0;HSW_9vg4HJW#`(K1K-ScZCG3grAwqX-b7#oJCb@
z*<m=i$)aU8S3E=g{q5b|@j#KE<0@AvD|#w)ON~$k+bOjDfut*H+u3h5@G}J+coSVi
z<RS-klxNIB!Sah&?SbOO>!EuXQXWVR=X;r^LtW9-iBz@VpU@Rr7ldlMx@}An+O*_3
zQ*9~6RWa&?M$8pcqFKX@b<G)o%cOEND$QmG(yRad_uuSo*KId|NZNN{ZMUY%$U#)1
zYQ|kUk&;^;#|^Yb)xJ9t3I?{mI<j16j8Dgs#>}#C-I<}|!`B@Qik>ie-qM5@nb4dR
zdXkbqp&T!`-?t8qNS7llRtoWZub;*r4d2sez7=?+jmk4I*w)D~nkSc%X|vcI=Do4D
zhsKLJ;i5Cfc7qM(cFK{G`XbDbC<)`(b>r)PEK`^CaoFPK{2>42$<p6*Q@*C>8J!N6
z9gKrLk5~7WdkzE}h;!#|N#Rf_E90(qhi(2HSv}!IZ<DlbI3cQtQ=9R=`sl@LfAXei
zVCwSx&=d%oSFi^|3GC{eW?O1Wrn<8xxgNZI`xY?<qT{j81#+pg+fz2d(|2^-w`qVA
zB*p7B``YTx<BzC#dD^b~0X#>4B5nT=(BTB%h6(wAVNzpL6D!qsY&to;XIteiTb`Xu
z)&D*GeCH0#{mk`ybK7?yE8%Vvpvg)cb4|R4Cj4rTuM02fB~omF<o#fMG-CllfA1;$
zibv0m2I<9LPN%&;BsYtlRx)6)8@>1Uft$nHR-{P~dLp;x1Mp;8jUe@TW^jT$_~x-9
zBi@~KY_8-;(zcoQNbLrfYAGw2#GeO#9Ktj97EANRQHz}m$2}NvN5Fz$@j>yt;*ZG-
zE(t53OB+Ed>zIZAt1XsqN)u)B?}n4<vcqA9%I2|;qE<!CrRj_E?JA4$okm(*vm%v}
z|9-SSPY-dKaC%4ozM|aL;QU}A{(27pLlGQVrI<W!k}->-o?iZ*psY08tF7)eQ_|Mg
zo1#ME>}n*^>BCL0#>&ecti{>W{v?;|(G&7^*C(E-xL`@ur7*#!;}bsl&`iSbiELwY
zs4`_1zEoUXJl*KVflVj7RBY=n@Z67Mv|Wvte)^lsTR-6(J|$IEL>7Q(qXC{ce8zLl
zb|Wk8jDw2Dyab%ZmEnw6q+}c;Bo+UQsZdAX#}xT8Tsfqr38_Xxl-Q@igYK`-4QDD@
zlG@sQHoDU(ZgGO}y*K9T9K^)Mx&Nsf8BuR<BcYKTYsK&96^%vRfj`Y?WF{L(+yBoe
zKtbO(<<&E1=jIqZ-E^rGzYq8E1%7ut!51h?($G*W|5L8t_AzoiW&)beerA@A1F1j`
z-tLGNp#+v3KD7DGMxJIfaK>kH5}?6+`ez{d8JJpj`}#cuGLUM>6gvSL!dN{qG4a;s
zaBww~`TRDb<sjkiC$Bs5@9yHh=4j>OVv*;NzsDJG`}8eCK}x08&iGKJ!`@thVoGJW
z6Z_lJy4Y?S#SyJLk@FbxI7qMMm4weoKPA-p_@rk)eD^L+zcKaY!NYz*2M1r<md)ma
z-G5rZ{C>#6v8pxGt`=nL@#cY_FJNPlz)8g<BfI%QQ*VLteGc1N@F<h&*D3!88qMaQ
zc0E*`1g?}LKS^q8?!{;|*}-HD2|GJ>DCCsS3MS%s`Q65HcBjQH-zxfR&V~^TcG|2!
z)Qn}4n4c`u6#`z}CoJ6Xs<wnl-c<`FE^_i1O&8Ux4WZ7udy-ep8`Q^ww9~uBq`yZW
zjjrP$cnZJV^3G7}Z^{z?8w3E#``X>p)ANAXs*;(*>z^YKRrp+w(&+=Q?#LWkP4?iR
zATg<ycFfEqfFh`ZipqIpAQ#dc>=@((GEq(bagXx5yizP9pEQq#0z$SY+7lw%-<MZE
zztNwsHh#9%(<hbgbL*{qrd@06TUn_PeGt_+a5H(Xrj7Z_=W3Pw&WRDlLJpldiyP;q
z9*1JlQOfW8REvZi8L@PM8n_NadQ8#Mfy&}hmZ_~Eq2>m)0QrthNiM5YfT)PA?U9!s
zI^#hZIj`*p$Y(?JJcKFdcYN#W_`sW<R!ArfBvK5Xjo;w9$+munz9-nui80M@$qYS6
zve$cBP|-3R*J<O~og@8Q2E~4}Vh~-(r|kLK2CX5e>S(g>p9TGjc^EyPtMWq6#JU}(
zXbSf{b_(*!zg1I(c$5t;XjN@b221K*tPW46hB>&{zufzUq=LGpC6`b6%!QqbaR<Y&
zdvZwGQ}(VZF|=T~K&i$MRASGY=;+2}{51suVA2P*F&HR{LdXrMwEW~k(gdW$FpXRq
zbtblZ?H9U^nMxG(Y>b<|r@6rG)rqwGY596xWcc(f_hBooI^m`~qjGG>+h6AJv0szs
zGF2>zTJ*zYqNqto_%X<Jo&3`i5(ufp!zol_NA9x}37J^n`k4r{I-ovqIF5Jye(gkl
zu^n*kDVLZm8p{4rF2ZF^OvbT^&GMAuZjIflI6{92#z|kpm)xxuj3C0aKJ9^hfRK?M
zNa9&k?oH>1tq@5i;c7kZFuhIcHh(0R_3Nk0m*k4@_q~}sFE<oM8EBi9Caua=jMQm4
zR+)8lQVLn*9S`Q+I3JUSei!xf8sn|X%g-;D3c&mD;lmw!$Ap+(F4gU4Chy5?Iy*Xt
zme)%4R~u700%+R=?Zw!3`RKZBKV^lI3dQB;zp5s}yr9^@vPGCp!6*X4Ocro+?l&G}
zG_ViU8=Uv2n>=`+vqLBZXiIfO0mHPBdY4TtIi3bnBl>kxc5r=Nc2`k0UF7Y{Rw1G5
zkEw!Igj}M2VX}YfgP9lxv#U7cfsdj(6CW2RZf7U&r_{ltlBl^*HZkBr3{&MOk|MO`
zVGG5dGb`V*(`P>!YU25-*ph0x+t##}2NNnKZ&)eBapgYEa5dlFcz~4hhia#NR1%@U
z+51|+XkG0JTZIA67Mo?G3}>-gt~=!9<lk);5u>MS@ZGg9El{}gw_fhd=b(1NaMl{9
zNpw+FR_xj*r(#s{ri&-6y1|C_Ux>9E6Nj#HfByXQp@Z0_QQla0{p!0Wb}~7V%H$w@
zEZ*LH-M7AGAgK;Rtf<W1z_u<Sx9QC;yRx&`{L$t1g0G2bIaSs2j`^{2W~_ddt;?G0
zi5)`S#!U6#9Hn-8S`7sG)Sv|c_Vi(+sS>`(HUATegDw=p@Cd;{w>{Kr*#F^sjppf2
zk%uF1)N`I{H9P#129-bdWNEnN?eV&)?r1~2Al3C=MFsZ_W^4lCrrAj5>*^5RgXxNU
zu~K2NPW=|C=84pjzFisjAg3vH_F38zw#VTa>F;W?_wN(!9UHq`y8VSAx1YZ-k*G82
z5RRR^Ou#0SEWB4Rtr4bHY%_tR1)>^&(yl@W!UO>0uwS%_v~4AK(TTZ3VY@<#*#^hV
zVNuU7*q0%r;nnXaM|5)hqJ^G0n3`HmaSFu6a`i_e#A)_47tGNg=eO3(8(a9-*J;+)
zX~DLgW8y%_i~n(0?lqM|%RYD5D-X~wVPGyMdH^k_nBD%~PS=NVRR^<CK_S<62TMI~
z|2W&bZ(f&82CsP<C@mW$=2gO2u{UrOX-jf_On<zG&1#zJ_6dg9j(||Wt)3(k`#Uv5
z#vcaQg>J7nd@lNRYu)~A2>R`FgV`1LwF|c5EobaElFca3Qn^<_#2*uk<hrrQGn>QK
zb#Jvq7wM9bPine5JO3VZt{dszS+i)MMnypZCB;{(M|w0r6Tbypt0ll%D9xPzU5yya
zbt2AcJTy5pXg_j$i&<_<Z`Xh|eSBlHwy<d-8)sbF6GWm)lCJDwnwb^B0lkkbSCK50
zBG6G@g6U9W7^5+09eF_6R)PtLa_}v<wu3!XLuJUZH#Do^W?pK4BD98O8WbN+{5oD9
zwHLSOtBU9E*_tbF`s5Gt?+Jbvld>d-ny%QGbh(Y=#R*)jMJu0yZ6w(jCOU2*DJv_@
ztate^Fku<%6-E8r{im6|5>L`q!1#NW$8moL_xfS~GO#h2?(fd=Rj*!ol})0odm6-G
zYQ?O$UWZNb5qeZgZCB?y{yQ;;-HXt~04A2cB2TwbkgX+kmUvj<Ugp)J2rXA6br523
z27+DXz-W*%nJ7~{x2^Qy+oufXS*O&eEdh-}4w##Rq^4JDJfHr~>YGkgogNy^2&-)H
zfh?u^{>}Tj?-}pD>Kl%^G8GV`28aeVH9Z^|p(|WCJUo1x!J0-{7{_QSv!P;gk~W%x
ze=A5N{Q{MHaPjrDiv&Yop$73Exd$^pj4uSbaWCyG@|GdtV%BLS0Ob~Oi;L?NxEeBE
zeLjYE^l?qgbxA>z;V1+ON+F?^J`q~DPl`_ez{GwaFM+SZJvt>!oIW@7sUH4!(khPh
zCmTNtnHn!=J?3SEx?_UK&^$-+nEG=G9i!6XKgy~00Y9Z^!ROeB86_Z?sdw4PRJ+)&
z4qwsW*;en6^wag7r+rmOpx%%%rMizqz;1+WQJpBGkdz*q&Z#&|b@V)!mDEq#)bzV|
zdHh0}M3jf%ZSxSz7l$Buaa;A^&61i$$^#jadk@CFF(<oh{~qZB_Dcu@CoChlGst4g
zYqYjo!%v}LLb$&}3SE5a^`S_$3^9kuO0AV%bn{5#O_#&z(|-1Ct*mju&yN(lMw&dH
zWWLSDa>*?oLAifVtG@PgOi?75dK+4MyQmiElyy&b;T0$as4%{wv%LGrvItLY?t53)
zB$6dDzLk|$d3m|bmrD+GZQeR9O)-6a{?`EoIC!~=YPNovZH{P_kCCK`%QL<Rfd9ib
zxaq}iK74Q=3)ekH=ab0kukVR(P=Z)r@ejLXKFPT-Cb{`dt!ikAUygWngLbc_et@GI
zmr&_)5M8R-65iATq-0-t?I;mLQ7|i_p~$ltsppw>m+US=mI7f#ba4@xnmX8WbIKOe
zcd5Hw+tA?fw?`jgiwk4iThy0J;u2Z4lB|+gthM^Jv!6=R_Vi8TweL6m{jW88&TdVO
z@zEpxlXH3<O<i{O6&O>`$FjO(XJ;1^6E{q(%W01qOivNPj1ug?K;JCq>@L9HclRB`
z1g?nb?#EbVROWG_af^rJ79L6_Dzg7LrndX&nFexBCRG%oWaUK|Un7~v#Hu<nFupTj
znbD`3TNYL2<kb(k$Igy9>I^K=BJ`RMKkfi&LWFNtoFRR_*+w%J?Z9_bruVSut^HHR
zi{|rj>;Aa0y8Pg*H>^udNQb|ngF4|Bl-N}ceJ4a|s8Xh*{a*fVhJK)}B_)Cg4OEwI
z7%Bxo>=+EAGgTH_#$!uLSX!=*Q4bscJl6I6jr1C4iN-}@=Kh3CVb&L%s+@bD{ygyZ
zwBa~wnvg+D6&^Z}yYi+^Sz}^HpHO|Lktl69A}bz|s<nUP_wY%k5`6^+FQp_F_q2XH
zxin61r3@hr&KK#7muYQ{0`}n5&WLZY6k#n8(1unWAZQ`|keQk5Ytl@*LV<k2IK8rk
z5@SeTgfb%+N)BHX^;1cdlNz0lEp!b>e!)sBVeYNrZ7G}g##@d#TTDW%IgO3Als~2H
z=~)I|=iRP07y0`K7zKn`eP()J-b$vqSJCkR2_>J_j|)YDl9JLDcnd{)#4xkN&aR%l
zEV`iLQ5G_(t$Dl_B3NN*-2OXlHE_`d)34N7wKB*4Iezw7wnNz6w`gDxdfhOaZf#M?
z{09WVegjwg8_YF*0=wsNS@-Nf>t5QpgoL1$7NNMfIOx-$dw5)G2)Tg9S0n$fa<P#n
z+0=Qbltul;3$Euq?g}|fRcB5s0g|hc)VLLSm2c{)r#x!rPc0?h2;8EAQ7814lxBpy
zuUy-{zn-k?hZ~}gAuGl}iaz&bP?j-+goVFqYwh@wtbcSg3ND#v;0!D!b)elZAA}NX
z^a;gbypqPExV!`9lr)KNhkuH^iN0HYoHFSoX?sG)*ZF*VaG+MJUh-6P@twjO$E{6q
zms?g|H#6QkmQ=+TgNizZMH7EcE5n(n?Un8BN`T*+))f+PFu8+MLv8`f{VL@1l9=0y
zf|D~QRj`PBiJFrH(^@<|KR*x{j$gpV0H7*XR@Q3o1B4zBk2A@XLg|?LA~t?+$z9EV
zOK6p;oa@RO=)=$2e0UEI$dW^4mpwCOL`1G-?09j%VKv>**3~IX$M;r-I-r_bebXG4
zKQ4_gQ(c%E&Uz(rp`An~2%IBBYxBW}#J^T<X|JOzqwJ}vsd2vQf7%I`4JvF6HZkoh
z=)ihyU_hC|?^IZM3vI2XZxKSK>E23BRjqAZ$=zxDf#*GgJ(WMVQyz63HUxhEd&Bl1
zePuJTOPRH3g+Zc!-p#=cbd|um#cS(3*ZmTeerdL*4k*h0Lc+5(ygZVmXpYul*89T9
z$mnRNsBGonARJ0acy0(cn7Fu|fHxQ6a4tYf97U~6IC=>;3cAbrtjjixq5kP-YgyXg
z9{^b)UT{e$Nt**oh{4-VcIT@<$;<ScYXn(epPaYgL`6-0I(rj&R_tZUly-Y6?YLgh
z$Xh4a{z+qH=b!CDp?gzYaxyijy%t!U>q5y_yvNMRD>Ob;hc6lRPSPZwhRKTBgHr)j
z<4tK*)a<B~efw+syonNgauymMEovSO$@k_A)m<X?T`Hq`4C;oo2|QaC7(^NrPcaDz
z)%U%9e0=&&a@HbG-|2Q|lnDBnp04NIhIVGT5L2p({aGz)!DzVFD)D2H7+msaPyR+?
zD)xbV6MOIv473xyFE=(d<p3jEV7LYb2fOF%HB4O~GX__wI=U=2E$DnWlczhVTR==6
zn^kK-h?0d#GiV~4Lf;lH!skXk7>ElD^rsk=J0n<t<PLINZSC!c{BmGrmvT8Z@bjk{
z3{wKF-r&cFy9l;2lr$QGQ-g!yh$G>+_0FW_Ws>Nt$J(b}6>*`5_tPPcWwK~}c%_?a
z5Wo7;J>sZq$cC4OW<5D*XnmCC9!-uD>Q?d|wUPQz+U?b*#W}fvE5@To=yIpO-*Z|r
z_M&;@+<W+h%xJdCT>0#Ld+Z_D#j$@=w98)&xtmjmHAJ`I2E(gWJL4ZwBYUlGd^~z&
zN;RJzY4JrHb-J;ybGke3_O`@Xt;6b+jy)%u1Kb+Md$K_S#A>1bG~?c1oz1K{XjHc|
zhWsY7JmTTTw60m(*uVlxgsUrWb93_@L|7;-iuwBW4H!I)jEsPTH910x7%^41F_iY!
z+?)aO2B35zY_egCX>D@T<Dft>;$Kt4gP3RswtKbCu}%~<R2(9((1e#)YMIebmW;Q8
zipFjI{v(S^S^J<Jeve`I&tKQE_$s$bq*tk=p@(A;b_erZgSzx|T-DC!hL!9?h9)NA
zX=%FEmsC_#6{>uhqdfc64u<+g4%B<XuGN<SWB6v>o4H!$&R@4gqjN#mPTPO8*}Bg#
z$U@_N_*zs*@Qu01!UpCqLJRE|F6);O&Bj0km?-Tvl>uLbUQk_NDhd~{@;G#PSwAp2
z`CYE&IT=mYHSt)Wm6cUFRPxYai-}df_B%N~&UD(H^bZKQi_3*#XkdV_cL&cX1c-hI
zftbd`#tM%2<U?VJO-R@a6!!!HH}=lX^U|NTbWj1pp*wEN#^>#SzOs(JwKj_+ruaO5
zymp(vRm8(vqt-9Lh8fTwf=@!LKiAS#9QQN3Cv!JGl&O8?OtoGhEBl>|<xBzQ>91aS
zp$>$9!qbwiYdhVYDq6UOra@#`e}))q;co&9O$RcMuIS&lM}}9XRORK|hMV2X#c9_}
z6>~!q4Ab`OG6p%X#IWW12g4D{J2a5X0fT{SN3TJUlAWGD5Lj2gVc={+8nGT&2Sctt
zmP85QjWtoIT&&YX1m0yoeD5K|0rTG8R)~Qd_AAB)2$593kB{2`K@jnKpzQrpKp+`B
zp;cdKl(8Zhzpx-M39Ap{r&<lpC6hzd6&1_f<UU4lWf>JI@|DiM{hoaDZr>aYMbbB9
zO?<9uP)jGeQ%JPg<U072mp|tBN=$gD&#xdI!2$D$;{yilfPezC>Hy$0R?M#IG&qOF
zSgP*McbfEZDlsD|jd|4o=MyhhN;yX(D7TtLP(rBd54m7}RqX0-vgOyJ9mXnhb3dDX
zNNG>C7F2L+ImVNlNElzi<h`9Zsl^@OKQ<y*iy%H27>Eox_|E=xH6QuiMsV|t6>;?_
z+P*!JH=J(~3<IS+JNVZR!3;O(K!$*Uplcv-V7;TIR<K5t*U^!K;{<8SgCA2<=cTqq
zWf#m~1hxiC2t8cCmtOyrbVw&ZQA^4safgA7@bG1CY6nIyA78FY`$U*;fRUtT6I~w_
z(b>%+Cf?2V?O(U+2Pf+ce<SQS)(Z{<1cyI4?-$eeGz3yJSTrs=Uq)!p+g$nuWOq%<
zD6R$#LwFK-`-D=$345wLneZr2M@Aj%2h>;QtNU#MJw}s1=OHS6#==ij+r3NqPF|T>
zR&Lp!GLwCr`~7T3!Z*{z*ZFs~TD(bhb#+;_>pS2zZUY$C<P&z85^?93_vL#?sSjrX
zpHVz~Zyw&E^x+a2=A{pRHEGq^2V`ec^E>aoQBuNzfofWtmTPXd#-snH%5=NO#-f2$
zzO=K`7mUmFmEBmXsahn?7@<Oh2rdX1(_|=BJFiX<5LVcZ&wYM*(yK1z?24ckT%3;e
zSIRslG@`d&nw|(x_3}itV&vrH;7-OMA(4T_2hWVgT{j>cGVaFPWS3d1VOL*0F^Mzz
zsYTv#9_^Fam~F0W*3nN_eppO<<9Vf>#>U1*M@8ia9@hxvpqXT*k*PY*D<XzG1xrD;
zeIN66g;Ki&PG$DadP>iS7wo17B>&yJm-IS)0T7*+;O;`mXHSi2s*M-YyQD_UR$F!h
z%=4AQR4&WwdP5A2zAgeXe}pmS9kAH3b8s+(z8i33RDNx}AIn7tv|t%zsf3FrCOv5W
zlZ--Cv|zktu+k9(fu_Rq;#i{u{UPqX`z8a4ojs9M2|)aYCQTmKJ`@w2Qb9TYAo&fi
z>X5e%@)Y0LODNjYbwaL_WjJiSd<?<?2<nW7hX(*Cwsv-{gM+0j-kNo<sweo#jEOWb
z(rlCW_N>M&xXjJXvvYDHV`C8{C<tkW@KW>Hc$b-LyqC(N**3qly|!j7&0yzP?Zo$U
zgXzYjGwZJxpU_|Dja7i05gwb)PvAW)Q17-cxIxsA^`B#bHVZ;i2Xye3S6BTY<%dhe
z^K8a6luWSx*ban1mSJ3p2Uu0v%0()%Y3HY>#=TKAvG?8*wZZWS3JY6bkJrsL9ZE$A
zQqFSqTdXWEw?h4f;2=2sN^Y+hy>{KMUuEW!@gR<(mYiOF6PY|zM@)wZ$|V}rnb4vK
zAq`NLueDwN4<+Cu{zuv`X-cBKG=e<QmGnQ0ukVm58tEI#Nxzk7eBrplH`EG!4OmOq
zOh5@+T3uDF)2J3PrD(U!8f>9*SAY9psxG5Z=KD)O?vlBq-$~>MNIf|@QTO}^x)Wa^
z(!&#z@Y!d#PJJ%gzsOHd|4>!cfd93+va)S(@WAKEMGxk(a|o!x0Y%slEFGw6Xdpm@
zCnXV=H6EitUnbvk9>OV1Kgh0Mf1mU8@<KdnG@YvMRCzNmAK!1dWshL`3?Qp#H~*$u
zj=>pbqF!_Jtch1hNJz)c_(4WSgKcYAc;yp|-s78x&)C%!h?+c3OFc7S#=y6s;l;th
z!Pcoef)o$snCs{m{!}xIo#VH>;&=T6*;eeV#>$PdeYq4_8}hyb3A2+Vn~&wHP8>UC
z#v<cV<)*7EpR$#FNRpgMuJ!ciI5Yj*uY2<`L4Cp;%h&L~i-X;q9{!7FRfd{|u(4XH
z+~WrtO>ueuggWQlq#vQ76(^I=&I4c>Ep)y87PdelxY!k!ln`H8PM&$5v_2$<c~|oJ
z(|H(E0<DwL2R2z1*yr<!6`)Q8A$V)N02{<6G9Vf_xi>TS7wfj9^4Sd1u<_tO@iLv?
z_HTO={A@8ogxmH_UG(|wKQaXHaP}N%-J6#*x66{+omV`uby#`MkA0H&Uhpn&S-(|}
zj0?@))69t1b_<}J`XluK-EC-KR42^A<8vQ|!<l18={mVcTx5*$#dR#M#a&)1@*LT+
zII*<A(zCBM58s@w6Ygd2<S76ylWiZ1HsKWP6yRFxaWvY`_8inrEc!jT@WE{Z2^Fv0
zYK9&Bwj11=B3L;EFs%o)bacoNZycd^0P>7nat6(d&mnQ@n9{vPwG2Q{t+y7hR?(8J
zTu<t-1udhmM5tqD2NOxebR383_tnfxJ9=Ne>VF*0>!G5x&RcK!g_^#XDTltnKQkFC
z*n#mE-g?ZtnCtFtnmQVSlj=*3LWf#OJ#$mvSU;M{$8l;eG_HR)!+(aysqv{9<Wz_m
zmr|dL-)P@Waf5j>%J*TPTWIO*MBEZVkG8M0=S6IM{Oa14ze5HwX?AIB8e6RN8@d3r
z2`+o5ndv$6uL8zc03RbzK5_M*wXBeVf8}>#ghvO6<PjTNS*~@|I|<5pnGekU2wpGX
zo|rf|9nd)YE$npwzDkWZv%CHQpO=emJI996i3`r4kohilfn&__M^aY0<jhC|gvGja
zUeUdBnU!)X`knWVq1-ti`LU%$ztFE1s&~bt%oSBdUmaAVbTtS+bn@kFRq>;_6Z-x7
zAi_pP%=n8^^2Dn(X=}jr3pzVWj=yMzaE1Z}15FGgQry{2-%;hbTBZ^MJqz<CmDVBh
z<O?Cy812x~Vr%1mly!md@_2+=jg{JImZaaukAL6yd-LzQM~N`<6*@vc<7>fBWMnkG
zo$&(DU#OhrI!PpM(isBsODBQ`1Z~R;fMYGIabop66HV!AZJ|(t`*9g+dK%zbS})Z9
z1}OEJ=ieiK(mcq__k_yR0CRk9b083|z3|quPLOmfxX#EkM0n%tg3;*LbfPjW1bOdQ
zdiV0A|9btiEi@b>oP~3pWKjnFg1Q%1#hex~CQ>+zNGJjR2?75}ntu{45H{8sS+`s@
z3y>>n!S#NC#((b<`#od#gyOaNKBkVj<(w&QnderPd+&;vgF-`#pU(qw_xEBmjj!)z
zF>?vQ={!9QCAa6xXW805ODSXv3JPk3p@;cKw`hc^__*Q({xV+TLriPhj`nsxMEeMF
zVFQ=|1nnN7+lwK7?M}(44wwuWg3tI1q7xT$y0=}CQI@saFP1;iG4}FWaNzYK;lyk%
zA0Fzi8a^fy2-GkRiY;A6=_NX0f34n$V?1GfKQ|$VFvV*Q8!!{umqX}`H!b@o;r^ck
z+B0{^|Fog9y;D&52muZ<E$+UFQu0qaWt+QYEhf;uN4U|n++H67Lz&CzoBwC(dKy_J
zdwX{9y##qn1ac3Y-I<5{azHpn)OXvXIr&B$vpa(3(h^DvW6iAflyvqJ0=|36dqi)=
z{8GupM8|17^RFF)KAFfw*V;5(fBVVS!xL26Sr3DPh=MIUFYlW{CrXyCn{a;9h9aJD
zel)b&DqIeA@R-$pfTbt!rRyvULT4>TGLfX?n4g0FM7+)gc5mSy68Zh7>T+hIAAipD
zIX-wos9;zQQqp!OTk?DB8$5Z173O9l3ExAvwss_B5;H-%@8#{4gZt^u>$I0%yiPkY
z$lTaeZ3F(W;?Te01r<4%{Bd=2tAG%6@~?gom<}$R!0V@ipC}}oCRMpZA`yf8G|y)3
z%UJLF8UZ^pTCrPG1H{~_bq#suIy|cpz1(LWMkohl(1!(b@HasDz)<)CFbFZ8>_=G3
zXUJxY&4NHkLkP`!9{18gnV1GM{6fPOFgT4E-N$FsG1@u7msCkvEibft#To*LtS<~y
zmv(i-eQS`*+5KRZbl;pAC+a_sWL^Th@`9w%^itiHLBKS?g%J(j6C_K)MO@glZTpx{
zC9yzwx1+loQSHMGnE*ap2?+^L90fqL5L$7U!C#WjBzm-CR_SAjzc(t=7C3qp?+V7_
zqCAQCq2ny}G)VXNY&i!nU=A0;s;6CYMH9!c+sAUG@nfWDHiyzoLG5Qk#Rya8^WT1-
z4mAypN=R>3R#w3H@d1pIdoPtr)xKEMNf8W@+1<Tj-KP!DTI)*~KX;{3kL#6RFgp1<
z!u3+TYzo_H3*+p8T}#P#5;GAI{kw?S#+}^pA{c-fYw~ab3}OJFWbl&I_M7m=4GlrA
zk%-C5qeHADR9gRA$?dVvkZlXu61cg#9ziZ-Pj&i0x>^0>`-iBRk2d`oLy7I#-Rrzd
zk&k<Fl~nDASbKrJuBfJ@R!5O%>*LIu`6Y%#z>G*c8geK^#S3lbKZw%+#kor9%2NR%
zv0A|uIPSb)E&?H31|}$>BViAP$-|eakgxfGH@f5-89nGg3tU(Utpsh9TkznobHwz~
zJel|<qfk*ZHr(QKOGFOEZjge4fy92?eJo)Hh7o#_B(GZSCimEQU2jNN|AB^V7qnua
zAyB&Y(er+gEjE}^{Y(=|gAxH@2nwAM!WYiWu=+krhKx8U2!1}K%!uQ(Vad@`F175!
z5TiJHnBC9t#E~n$s9sVyT}aA!pfiPvlCoTtH^Yh+DLt%nzjuDXZpRYNG2HukK+6EE
zXE0T;A5?e`G~%ROs{(DY8O=F~ZlI;*@O$O8MzzK32r@xLNQR{SiPOAX3jc3tfkh_9
z^+nmlEscERvLm69sta-DOSHN$DUr(ul(w#Z&qIYK(l{aT2zl>hrLd%wvx<U)DLMq7
zjoV4lq6C1+h?oD6fh@JMx{5F#23g*$SD))AuyAD}ka;ptR8>_W8+ZX*3MRx5-37Q2
z?I0uk%zv=Y+P^x|4PL5CDM&sd>n0SR{7CA!Ml0V97X7|R$OfqUu<lp{fJXHh^%d{A
zd&9&3Jt|Oll*Plts{~1Qs4gxbJp|^xE;v=?fN8Vr0%z+Rcxnsi2+?`}+ol7IUs6u4
z3kon*9XEI-tO6$$O^uCzVa`LcIqE08e&p1b0VEBaaPyfN6R56<Nv$=6;F&Uv67t$o
z5QXJ-t%^gE{4_%(G^Usd;NPY`7-V)ZH8uSP$3#Ft0CX<}p%z+)LPZ(x3Eq87>o%{`
zgN3C3?|$v4Qq&0!5$Wj^P&ktRn}+@$7!f1*WB&#mzgx|;efc0lT{MXKn!Y>svW`CO
zsp=s0=cN1dS&WaAaHPMh@)61UZf<m`Yzj}`l;>KD<3crQdUJJwXtEqFi6EX34pkS>
zmJ+XL?L^x#mTAW|KsiUf$(;*=Zk5$c)ZKdzp4qSUxO?Q-=<By4?xi>u&7QtN0}x=m
zFLzAW%^GIbHbUrlp8Ve(jQ_zc+sy5w)0|aHJJm%`ywa+hwHjR`AutVB7)l_DVo(m6
zZt)R<?lg7=?R+%6;z7hZzzhvw>oDUP0^A40ChrO(9<i|0Ijv*0djB4576l-meagY)
z2ap;72M7Y8g{Pd96v|X-UV0anpH+Umvw#$E8a@UG@Fi7RD#RH>OMw9X9yC?5ptb=n
zT{%nx|2r#jd+j7r8?AOM?rH{>hsEF@1jTk741pjjMqr@YIyt=`cQ!IHS()e!NuDQB
zLgCn>k=Q$VJiY4ALiAIf=c35VP~%vfE?!ZX)y*iH%~&!0XNH(+D77S1pj`j5H-WQ{
zV6#Gxy&Xy&#DS@v(rGYF;1bCXf(QNuu6Ad8Gwp~!2bKmxM+myeXoT$d12XOSA6d8b
zMSx5OoN|(20WoJe?mHH-G?SI2D(;$A<t^1S8CD(D+liF(a4#63Fi=N`9@9r1Gsxq<
zQ`5QgLF2t-OS6}o`|ubV3GWx+TrWBd%Xz`%H#2A%2_k9&?FMIPP$x-7(*{Xhx4pt#
zrsWKTzyiVRwj8cu5PMDlO&$nvP}Ol-yf9MV03kFei|g%Q5IRKl_r}`{lth<ve3Q_&
z4nsf7ujs;J8duZzHEzP!vCg-RHYQ}riBXVY=!|(MgLx5?kHYY5ErUm?czU=n2NiOl
zbdQJwR}YWX{e4;3Y4Qa`F284By%4*((zqWc0cinLgQ{i}LM3fWJ)Vpote6Pg>J{+z
zVDE_okM7my$27dWux-2aEG_4Z_8D1OH-K!`(b;JSZEl0NU0C?|s&28WB5kujiBM;-
zI8u;yG&AzLP&k<1>8sQ+$WQKMYfagX^}9R9ELNB^<YcpVRP`xT1uFzQ1`r(N|224T
zEE~_Ny){!r2WF_CfCLSJuq?wdS?j57$Gy3l2!J&a-v{EL1X#Diu-N-i=SR7c{z=1T
z5Q)2B;1_r+EFjdT2R8`frdV$OOf0+Kva({JprBCee#)p?s<pf`QKSW7zdxQe8qC7N
z#)-Eam8VLgsgX9M9DY*&2`=ZLk35lzp}$*joHna4u!5e(?lP(i&TmN2*gzwAMt?#O
zQ`08HDpAB%^j$20TC&Q~I^gr?7o-9&mJSYd>fj=TU&EW4n&h?aLZ=UyHjp<P1KS2X
z`CvLm29i{GKJgLpR!+EO62*Wv0`b=nj!aBk92V3a*^<$qCw?oqE6&XY)*<fh{7|&7
zt*<XQ^bZW=WY^wr(uw$`CtNm`p-}MkcG45ir;cEuBmx%&X#;Nq$kDKym=;xP;1<!+
z)_%^zW3xm4It&O<V73M<^aMB^QPBN`WC8i{<F2Wxsr*|Xq_L-MvStc^Wq}6tWT`gv
z_BG$p<NUq6#Kyq*0njm!#mskTCyOARgFLYl^5oDBi|Us!?*@Z1(;yr;S7Sp53SO90
z;?IoxaIUVeE2^rjc4$!|2r#Wbjtp-*lDzc%3N*A>03s0!4=3#rGBO3oZUd8t+X<UI
zks&}6ip~a?!wo=bjA5UCO-O)z`>mcH1q814+1dJnBzl21vD!!COwXTJuy4Un28CsW
z8ZelQa@a2YFmY3!N^VEkp+MllAR`-ugN~SfgPe%=*|RSY<o*HTYo_?}{<1fG%z!BH
z_d&v#1oB3RaIi;QSAysW1YDm%if#fulmW`UM8#UDEwQn&71c>M;5&a!N>aV~d3}9t
z4s%zEJc<~FG_Y`SQPI&sfq@hNDFZ?WiJ=amGnh#uWI(GB)AHi0gbuaP{(;YV1^WSp
z9Aou2c6T)i&ETzLtD1^_qiB<Th6u*~pFd+`Vv4~3gs}7F;~RnXXyE4Isi8#|Fnm-~
zT+9q4U|x`*U3b1XHbxu;Kr-E6;(!po_OD;RD1Z8!z=_a{0!1!9ryZsBpck~XpFpT$
zWob#cOs8pUGzV2jM<+HZDM>Rcxr3Nv9ySI5i=b%M#{wG!_*U>N@Nn1Kt&2sfY{|(T
z{H`C(;gS+ymy(iV?6XM`kOY69^+&f5q2LXTKnJj|e0REn3P8fviHTSU!Z6pS#I~%O
zwoKd44$&R~KaY<qDJUvR!jvD=&*S4`v$5O(Z4m&<T%a%r@bgn6dh<-1a^7DeRi$Vh
zKG-Fotuq9_4)R$Z>v;+xA##|zg-JQ%>AL!Q$VxtfE*uEaOixckEYe)}vb3}W-j7rc
zR)DClP8l61Ck}v3kSjm%yW6Dm*3RxZ5)u*)4i3nFtL<O%*!-gA;yNvT#sqGTqoY`m
z?7%tM9?odj7MX;nF?l{Lj<J)3%p+180Y9tnSsjNK`0Vr!4V69rvQz&(MWLY4^d0|;
z7pf0-Q<5rTX0h%YQntxr5Cy6f<>coh!|80*tF>(KqH*!~20}b=$@#}njAO$&pg{iE
zi)rYIB!Y22nhO5PeUWE;l=JuhFMdlTDK7p10Vo5029LP}iv(0In1O@*3VupquJs2B
z0Y<psKdTfOpYBY6N{lZ+k7tLAZ&g%O6nSJZWWv>Og)xXktgTreKYk1wadmfhZhQdq
zel%S@4N?XsVzmto+u^v<Gcj52Y{0W%FViB2fwO%Dlw43Pgo$VAFa7XEh@eB3&*L<9
zzm+=3T2jPJEGH)i3Mt5GFrhL-Xutp?@*cth{eM3=7}nZM6pE<5g@$-w`*J!d-fsmC
z0sKu-xH(}_^9z!mBGXF9AYu56e~FFl^nZl?mHRyr#L?;5Su9f00cfUl!N6Hkz1v4U
zdpO&oRL~U50Ka3PGkt}d7R*oq)m{aaZiK>>?1BKS$x3PxybwM64nZDx1FdV2gu<(k
i35Rd<fArhI+lL<-r=Lm{4jbHoe<WYaiIs}#ef)nnFBeJx

literal 0
HcmV?d00001

diff --git a/_images/5f8aa4e8e71da32f9e71321750c151c5f147dcd6f476d54a5f526703c61b105d.png b/_images/5f8aa4e8e71da32f9e71321750c151c5f147dcd6f476d54a5f526703c61b105d.png
deleted file mode 100644
index a8a4adc6477f6c4447917f241127e7a325b6b7e9..0000000000000000000000000000000000000000
GIT binary patch
literal 0
HcmV?d00001

literal 25563
zcmeFacU+a%wl$1BRuUBz3nU7tARtXT7!_fQ0@6DwBGQpw#S$edNZblY7wLP`q<5^K
zR4E&zt4J4+E+FuZMUs1S&b{Y7dB5-ed4E6Dh?~8iXFY4pIp!E+&fHQ_l3%}O`x+)D
zru7tsW2#I{OEvLJ>ARKqj^mG%KKvo>AgAr1W^=*8`K+A@)2Xu#ww5*ymS*REbTYBC
zH?y%8;uGf+Jn-X12M1ew34VU7|9AnPjh!j~PfE+0@FuHm6?E*Gn3&I!UrXX;<II?t
zj1?%yepYu09c**eXJ~v}7@0C*`Tp38FuA&ys%os3YHIfT1$YDk5BS<O$JW-GAG1%Z
z$q0T@JNc^i@_pmrVE+q`gMtD~sIQz=^=-3{oH~5?m{_swLwD~TcW$q`IxsNp^7ZMg
zc#nrnk3HX%eTRppw?N5vxD?Y$I!zLPzTf{H?v*Lv`$YVH;3w@ROibEGQkOC@rT%he
z1ryVm)z7djPd7%;hOX=ta~+LV3YXGhwBfZ|TwPt?G&X8&@b1iL`987gh?3IX4Z9?w
zKY#vA8^X`TFE1)8TC-t;rndIOg2F;&osMT=jXd2iZ*4lEsCYjmC8eK1-|OYIAao*w
ziRsadU`hO=M~6%A?ovB`{N}g0IhG%OxKw5<mr8r&IXl_+b)?h0y<pmmQ=5rNMX0O0
z+q^nldd>Rv8ZU0HFHb6eGr)4j=QJ*$zdqq;{8FZ;FIFsHzK?_Bn2wH)1Y>^RHH{UY
zdV1*ifF(<oXtc2~G1+cdzG@YZtgO-W^mJFl9&L@oXU|4*Jjq_ebY<+9G0BdgC1poa
zCDw)}ZeV&k{lTGlZ1sP$N=IVM8WMwcZt%WP9d2cE*~nw$2L6)gJbYQHCE&v3=O#O`
zohK9&#G;%wc)!?FT^S;5M#T%bP6ewo46d%SvsT34WWK(?E;umJ&nWLd)T1BYn-$Gv
zTV#{(G)U`D4pm#u<FZ_N{Q<_+L6tS3zN<HJeX(pX|M91vB1>+(v%g`wqT$CCD{7lF
zYoA?L?JQAkOs<`FDD^Jq%Rec*@GX7mvSrm~dZEqBn57;?9`)uva3GPEf35EHQBkg|
zSFfHpb&8>9QyAkuT$oMEzpkd8Y3@HdHpa*>tD_B-iN9i_Z$DSFJ3&V%L7v&{UFzeA
z%3zjLvPR2SuB15*G~D*_k&3grWPbMSS@X6$k!Lin_-8xr*F?!HQs?KVih1_#jl1oB
zUCpfK@eSQ<YhELx4)UgWo=djyQmu=0nzO4tXXfYR>MWj4zCATEcB!_m&T(OGif8xk
zBbP5<zWwX3Z?7}U#7D{d1zgl>{%L<tL1?J=^00-_(#dkk&`i6o6Vh0?{<o3WpFe;8
zX?Qs0%NN`Atb)fnJg36CGWlEX?U5J0{LLlPtnN7O75lIuVt#zD^z7&KvdT){^tSoA
z*@@mLKbk?l6WOFHD!=Jwn#cU|%km_n;`XGW?2gOyQa1OKfd)=N+eOSdWMySVEZ?cj
z%}zCz`SU1N<hxG|_18psbC^{Ii&z`CB<cuh6{>|9Pc)fE^vw*UXkA~q9$PLB&-&u)
z-+pS&xn!I$k?%ar=lvp*zv$}`*>7L2f9&iu7_Q_D)PLMp7Z*6AeXF2AYOa%g;Vrq+
z6{}X2S63_hZWmFFQwke@XYAMa`raOsyPd9)H*HRS{P?jxNl$c_l#5C=o-}Lr!u;&8
z<3Lh2x1gZv{QNvkD<wR+a8j37FDvm_+rx+3#CLA6YR-6LHDgme$HmXjkH1S#zBA@*
zHn6W0!8V=wHdbAo;}tVK*<vH&^5u+(S?w`A2J^R%uFgyir$k3b+qHPkPxovWzWCeo
z7caW7;4>2gbhS7ow~x2>I(+?dR;%#aH;=giqlMa}>~>m1k{%DvACBAYyLTJnPe(bt
zf4U@ldZ;;5afA0!`|gT+9Br3McUiaG_}Fq~wCYLOn>RIe%CbqgRNOhw!GkKe+?q~5
z+2jtdg~DT=J$4}?7F@<Y?Jk|`=lYbrRPn%Y*rQ}TXL<)xiuoK5WLdSuN)8vORfdQL
z78e(rHzp^=$M2gMXjC397*opa)c$Fu=>bvE#&12c3j(>hx&B3o_xJj)W)?lpJs0uf
z?8#%tP8arbadVd`2;v9swv6u$cX_TL=-loax0;z*bp4J)!XqOiTzq_0^$BXF3W8x0
zj)HrYLTxRw-6qWUym1(4s1&gp`S_|ED=13!;jo__%+8-vR95CsPg1+Hh1Vw{BBJlz
zlc?MeH+P)$@F>XrL{;?R=<Mt?CJ|txRl94?uEx=-U(zGIGK@<%G`cWSj5^ls6nooh
z`(izpnAkf7K>-1QZfpY1<|O^x+Fx$o+)j!8`TEN4k{vd}*lvqggqX`Y)0l3m+}YJ-
z(wu2wik(vN=;!MvPoDIl8}S!>xu!Q~Ru>y&ky6;8Ac&iC*wOODxHPX{yrT{`{P-9<
zyVti%d)|oc+)$TmZ)#u8oBa?`eH*2urKP1JScHBo#JVkym2#mq=Tb>^b+x|7$g2yz
zZzE&%vaQKW6a;Z%oh;N;RL;0fem3I>`t7&x>#}W(7T?IQ&@H#*khpm6XVKC+#(Upe
zV{>}>PD#_<AvXHMBZyF~xQqo^YkMDo?i*VT4;mU89;f!<i09%Zrvmv5$Qs@|AMP<q
z$)53(nTf}LyLPi?_YD_Lg%6C?J~5WhP74j)**QFHvvldwijmGzWsA15mVknhk{!u1
z&Y$1awAz*PcGKv|cD!D-(Uh2~v1hB;9T?;@SS1|d`&zP7a=$!Z>&uajhpN?9=stxt
zRtl5ozRi<-kgV~gOP69P_qmb>Yp~z+C+h0zDhIPWtaURkp5+Lt3X{yY+Pa0`@H1_|
zqocOAwspoCC!_Juj~pB?$z#0m{^?b&0|zP;1hGr`Yq)rMD-{G!pFX{~XYlB{gDsK;
zuCHP~l%$&}NcF)sCTr8$JU3pa%!T(*5Ui=G;gXSQU$<TOwZ3bYf2`ABb1V{M+}I&j
zW2J@sh%*{XdIYtT3=JloQok0Ti@0yzss8K)m7<_v+rl*1lwK-q)m*P2Xx~%iXrW~&
z#?6x&s?_r8&ep)~y0~sj4-b!u6<hVs*xA{&mRYW%m-835DhP_U+FloT`uxy>M33$@
zGDy1i7U`zdY+B#%615I}Q(kV*voO(UREZ7O7K@luu~W?U(aX`s6eF7>M~?U)**9g|
zMCj?b8uzGcrq1AQd^yzUn!M@fUaiSa%WiioR}jSQb8&LMN~&N@<OpgsbgxXZWY9E9
zKG<%vv9U>a9yV+o7qMu_DY_ykB&0Y#l0RI;Ga~0<n1HPF@mbk6V?<M5j<GK<nDZGt
zJlecQMXlJwo3?DZ(2%IpsX2*I5{wkF=M6UO*5tkj&&i;B=iR1;1~nJ%N)8>QR>TAv
znj;+#_+^haKZr}TdgCWMe-Z29^Www7;iB1Oy{0sia{a4c{37T<LZ;g(-PhLg9gOgr
zcfHkR^)B_<XRPgngpg3(0iCqymy?~qIa~q)H40?MaCUcoyPlQt{Qz!$yWsg>@15r>
z{$`h5eO^;DfNZ&Y=acjLxw8*do#|Sqg@feiA138m+v?gAhV5S$=cgyxGb>_J_F&^&
z`I|TUM`l&nu4!;e1U@q#YOQP8GXK+c^|f(pG(UX!z$Gb}e=I*P;&OAQJUypujb>MF
zSAd=mN4i6wYIfhD>kK>~Uye=Nwq3kD-4(de>X3EoMGjV^gX|wi-X3LUrNnwI%$wGG
zr-_L^<}d!1)-s;HTC<8jPr$h3LGuvOnkcoxz`3pKP#bF^)?3laxy`YWm11oqHr7*(
ze?y!v(<vX*Uf=%kn}D`eQ`)PqU%zhi^72ZzXynr>OuObk#vE8XDYIj&xFhW9vQ>Gp
z{+Uzz1qEx5$;kx;8eMKu5FG2SwD<SV45Uk$SScRAyHjV#^!?RUZ2Nxr2yAj{Ze{{!
z)Aqyjx}l@4!NO+e3JMBNe0!o=b0*V$%9_MHJi?{|SNmIsW+w-QGR+x+)QUXE0sXo=
ztLP+R9LvY?%A3?>k!}8A>sC{api?1-!k*~{4mlLhikH%YEn44M7xqV+R)@zJ#yDfE
zC~`|U_v(w=zQ5A$F?Py#m!ziG{8)tlZ@)bPR+#Hpn2X>r8)!)K&-zT#I@JLSl5qCL
zP0q4~@i^H898I9E`d|?Y{klMYBR)#r>`;F7MOSZT_6F?WMTmhl474x^8_UW}-m4s5
zkE`WKsBj<m*(t6{&2XFOS1q5N8aC=5ue~gP?%cUggM&!`Cwk=ZY+#epu1R+1Vs3tT
zOkRGVN^)4;&@h}!DOB6K?Wp&Lz80Hejl+iz2Nf$<+4J9txWDcD?;p{V^G+c9&Gge#
zI4B7T3C-!IemDk6h|LsgOYW_z1<CTNoA&v(wCXDC77Z1Z9}{|arj3s~+_-VW?CF&y
zrWpkYUIV#3;dKO{A?4O(8j#9h&Dyn@xZgD?ikFNoPsiY|3<P8Yx4sz8vXDboG^89&
z)xMS$?Ck8=LynxWqUQAqK$04`<`(hu1Zi>f70nLSnMQcVc9#0->G+M>=HD<+w$R!y
zRnXg7t6IhIe{ov9J#!#;xTT4EU`-*C3q@itI}^oi^v&LhdNt+!va-b$5<x*h{#hQT
zVi(&BT!S1Dn<H_>`73U<<vS}<fkr)>%iYE*MJEs}cyMAWB(fSNzI=F*Je8X0XaT?)
zopy9Q=-b_li#11pt_s*Z$4^UtdAiIE8*wuWOAJp+foh|XSK-R_+kp#<*Q6->_MF{u
zA8Db_XkjL>-F;YEdi3?4n9CGJRbAa+9|0gv|Keh=+_96&%Fga>bS-`?w=R!XvO205
zgJ%iO!|mn_n*Z+IyY=ffu*)Q}U;g^@R(;#65>B688U~zcgV)B=?Z17!v`fZAd;NA{
zTdPfvqoR~&i!L`cHEoyi$U)@Rx0cpxxlz~F&XS_1-&x{YUQl)r_^WtfKEK83LybH;
zL(9lB#-B&4KW`wJRA0^6HYxO!B3<kg4FJrl3yvp%_|2<Y^nwMVdKbLDg^C#!e>vit
zv*OfhLqm;)f$WPlyH5oRQ-Chr<|Z05ty&J5n3~d4Q&mc~adL5;P)*Q!#1JNEZ78>g
zt*fi6FUT~!28V@xm!wlgW^zjLd|q^aX0qvw<mmhB%;r-=ZEl^uqQd81e&_1$Zh=RY
zH<;Dp@P;!mw8Q<0l%;VkFtab4v@Z5ta<!Qm_7f*1)1t8f`POi#7?lenDapS2{@9uV
z+*Vn6xuUfDq=Wx35N1oZO(RW%e%|Mj0gJX82N#z)a2cwUOqp+Ajt+Jd8=-U+l#5%_
zSH_d_K;1KIt!dt=@7AqTS5>7J%}wgf%?*2L;mP<12h)1O-Id7B94cP8Jm7iWPh<V}
z?EIczt_r(l%xctr_#oHv?CV$V0bO5FuXztjt(vm5M*mM(n=B1C_E6F47GS6#$54}3
zHW^!4Srd}<vdzl_c+H#Ay7mXApLw>F)p#6h5#Sb-Gw4|O{@Pkn$e;=sY|TxtmtGT-
z)YxSHE;Vu}Z-5VR#ef=(+}ev{UXSgUbg8o>mv56Szw5h_Pbpq=bOMd>?<aBiOcETi
znK)S5Zg*j|WTN=H-@Vhmaq}j(xVTPVU!QKFTc(6V@1wPRIfqqGr@HloIcK1tYP4dt
z+`00>ZJAAyPM_Zb%rJm)Hg;82D*=wErx;387Fu3}1P5~)SD3Ak>N)gfZmNTSLde`b
zU!`WStqE}azQu6;oBMkwK6ta6zx?$Fw=RDz2OP9~YaZjHjA6m2X1DwTod&6zDFNM8
zyfZ-onw?qK{Y!E!zMf=v{7{f`T3ucJR$9m9*}(@>x1T(7y<9rlRXzcDAFxkZNvVNZ
z_S=uhRR*3DjO4zmv2_T@m36vGt^;m38@&2Csr61(FHB7(vSegr`fFqEaQIKZyF+3n
zHPO0$J|3ZF2IUDiWd@hWZ6z*pbCuOeQbPbHDyk-U9Z*oc&vnY7FD8(iho{`p@MGWT
z=%}h6o3y&Nc06K|ro11U#&CO~K^HdKgBKrEuw58q^ymevtx6M3ea)G450BfE_g<Ei
zAmpFKGS48sC|ihkS#6b>{VcQ#__E%KrHxM?*N=Cu#qB&I#mYWemoJY7JZXu8*Zlna
ztc#{EH0J7OWv^XM-~O^iufN?OuPfkjgvfcnIq@IZ*!U>P_bZhH$2fXL+g*;50_0Tn
z>(_7bn3H{c*13lrI0~HXfb7mADylWrYVX&wD~1`gjQdcoJXP4CSEbRYgDQNXf|OYU
zQGPPD07ix%cRs<YS31@vjTbwH37OtaOH0$Q^JAAyF8<cV559&c)2r%9Tb7kxZcn8D
zh0pJvP@@q~H0YX1c03`{?pZQ3y?dr-X7YyOJrBt&e6z<sOgzT!D=_ovzA}gZeAgwz
z(MP^-uwPPMzg7TTimcdiOesiEPPL};fb9I&&W&9q+wkq5c{CIEo$g+Dg1>N_%8|Q*
zeslc}8V-|gmSqs&bUhNgfy;**riDtXH3r?D9v<U(l>H>=>NVYF;nDXVVt4)YL!$#y
z%&CV5e^#xL<Bb`7g_Jv-k@BwnM32*lS6hu7=-Jo`cI-RUYpkr#pN}SC+}MW%t?W&e
z>FMc?Q*F)zAe{30X><pMhE`Zjf#Mj66mCCPA?tq3`}xV>;8O3UAAVT5VP`x+17NZO
zlXJVbV@VaMq#|jwo~@M{e|yvoZ<T4;BuFkg@8fNr2N4k|0I~Z}-jcd<fd56Au=9{U
zslj#A&ff|awMiy18JrY3q5!%qn>KYer%K8lKi-dI`?gZFBQY-A?SxI?L_l)E=m{)2
ziK8cQI8x8P(0BJ8%IVxt`B32Kn>TO3m*wU;4RQlLCmG~xBIj?HcFVXRR{d=Hh21%0
z<IGE)#}Q7Io;-PiSQ!8oWgNIXFy9b4oIwij{c5rC$V~l+MZ5Rx$uue7f|8ul-rnvu
znAun#dnzQI?FEX()7ZzUK>3?DZHfZhu@Bo0*}itDEgyMh7m1~^16_~YMy943I~L}h
zIXO5UOg{_({bEt#!@6D4DbYIT!%8fYDoPugTHIamK$)&%7v@k#ljBN5g`bn@xRMS;
z!1LpePbXZt4d=lW<T5fN!QHrFr#pi4G5h-EgB$n>MxLX^V0)q7Kx0avz;T>s?wSse
zQWk({i<b@3#PRdH)A+2iii-LGUcC(a9wlVsW)`1tmyfI45K@B0E<Nt9jz~FV)!d8d
zQ3n*n$h6P`BNF{`(@u`Q*bwX5`^qv2r~<e-Ipu!%;RkY>*Ne73+F_j&+3M(yOIlnl
z>}Oux3>8F>Po14n<he^r8{ot@f^jo7+1Y`3-R8A0M;=sjmK7afCMGT}Kg+#Q-@bDH
ztb0k-Ov#3xNPAaydhloUsVCfnd~GEUJUgOChvFWDgjle-e-@}qGf`~x9aH~2zrQQ<
zl%k>#YAO0HA0J_4X~Jc+;-k6&toNs<WZ8UgezK<R*G-!?RpJy_0&$ptAUp-iwG!)T
z@Ns3#E390L51Vu|&}0bcupr!eh-Q**5CM4}Ncz@}q~JB0AKhB_SZ*yTvk3;b&L2FK
zj#FyaXok&r;a%$4SmdUX($Z4L`!aEAg{Vhn5^mkOBSbI_I1~YpT7smQ-f_rsUuMym
zj3&K2N5{mhyrsx9KL{LYUsHM<xd{T_aa2VD4c!u0QE0YEKUGQpHX@_xr4D`p7uPf6
z;qPb@gZF>a>N(Zc{rC=_oo5MO!IvZU*rUOCLcw6{0-O1E?|xjd!;8-#uRgPN3K+$w
zaZtU5YEv{_(uyY@dphcP@{TQ2*fcMFe_rUta)=<hMuGK=9GRF90f{6^K!7VyX61($
z-fjJ)e2PVpK#F+~qQOX%!8n*@pSrsIXLa-oT%Ppd*sR{L;m`)}sF$W`i93GTZhX?o
zDJ$rZRWM;2R<B#PczauoJf5)1UiL^3wdA|pGm-Wnt3X+1`emzghi9yD>D}1Nb2Efy
z`Ni8i1Scv)+`jvP%X4{GrK$XmvnNHw8O1BbFMrFi$hJX>rsaXqe?$!%a+dA+S3LeT
zaNk!rm-B$YSNxOsuUeYTw2bNfH`~09>E-k_U*?DHGpojPp-nux09<vSqw#1;`H@r_
zlaZ0p^z1Cpo;}wK!G^o!T)Vb(m$==rpMU;2Zk?u7ZR|BftW2+k%Zy|LJ;(m~dw`ic
zH^^%^uZ5-ne*Wj5uiDw$``^14`TY42xnsxn{rKafR;T6k^xuMl5`aT<otU9JRDVQ;
z^YrOqk&AB+gMo}oR8CF%5k&op6)QB_)<coF7Z}*c%6@P6;w?UZGw?Umi~sJf|5@&M
z8Ap@6LIuin1XGDf9#OL?a|x3eJFD>nfBzUnw%6r!^C{LJ5^0gkR&Cga9YxDu!gSa-
z4b;R9Z*MI#_U|+qDz>(%(T|OO!&&ATtEjGSL{_SgQ)Wk?)(z^J_8G~z^XC^`utZ2m
zNDbj5dAOQ(ER}XM)O!JOG;t*zcYouTUsBJeUitII_$j(zX}UzH%!~hl8&<Wt&HzC>
z@$n8n_fJ3lJlLFhAIJlhbL`0=yRs}&nCR<=A|q@@!H5@HJpW}iY7y<+!7Q7OWYoR5
z-|~(QBQOq-HwaQJw+h4}0Z8#kNa%v}#WJcDU!EJE?um$~kyyrbB{->hC7nQqsN=r1
zq2l%rsMN>Tu3f7$p91krN1D+s^2lw@FpENBzy>=CVp+q|G7;3Hx_Lfg0I8&d0Zfh@
zJt}hMDHE`)c~z)*-gvFz1d<}i2}Ei&`~cEYY+~YpiQx_-LLejb&`{a-A>bu`*@mqj
z9E0n?Y3;u!&sKxr7zYMN=Y==3tVzhHPv=Q_j|8Wi=a2x_C~A7F#{%K8AK@s=x{XGJ
zl4JSc7uTci78e&kaq^`4i4(WGD?{QQJlKpHh+9%p5A=ejwYBxFES%tMRW&sRxLB)>
zA_EX4ji3R>-|UTejar3Sdi=M`-$vwljIRl)tNiFWa$|hhYwMg;rR@f$!*UueXC^>X
z>nwaNl@+#pcQDhsP1n#cZm1vH%z2-hUCynMMV_;Hv8z_DG{=RK{PX<AT9S0KoxsaA
zfLf_XQs3ykJ?>=CV?=N>;8p@g+R6Y|7B0S_a*j?;;wRHLZ`;<(edo>{wIfHa;h~9O
z(QdC>QdRO;PBr}kz;A8pSvlDd5uRXN7H2}%v;LD|Vwa962J-oHfILn-=Blp#K*D+G
z07VxuPcLX};%($n#pPmv=|qg7X7n-}l~p-~Njhs1Y;PhlJ2Fzr4&4nAcr{DL#d|0Z
zYKuIF>ZXSIgOzfYGO2I$TdfIN0(!tbj#nim0lKB)(&FMxR(WHNCYj|`RSkG}O1T?S
zq2+Ct))kCBA7tNrl=+hO_e?7LJ!pB$vZ7;RC{%0{mYqBG&BK2E^}Fmm)fyI0FfIWc
zz)=A$e8|EmoY$;bV;7>VGf1Gz#*L3FDo)14#Pm@W`SxdmcMivz>Zjm<a#DcC8YUek
zhQd<3*#jgTUTZy(a}6!GZ|p5xHd~f_#wWu$#oAXtY5kHm?t-0O3m&J!`lmZxlMjYF
z2`qkzmx8_Y;N)xyGIf;T{v_}W<%J?uKQc}j@GD@v_`Pa@fvZ*6V5n8tgpxD3iy-Ur
zZ&4uW`><CI2zb7_&0^hS73S;B&Nn0ONQ>$CXin=3G&)fome>B`s4Qcio?h+d8ZHyw
zv%S-7>*81A3+BCMO@fkRc5F{*8>G0j8Ru`^y0u;Cg3o~Cg$uE$4M|W!jM3IP?!93;
zSVDy2HE(ajNa(aM31`%F<^Jq8ER5o2Y{vWrHNDN)KYFCoork~LzI06gtkmGS#jmp0
zuN(DjSbTe!W#6$@k2)EKTCi<OL=a0$FK=J_q2T9>BdMz2QqSsG-RaQI$jCCytB@U?
znu0jvb*m3-@90G4m|{<>r$O9ZfRm~B>yQ4-oS@@UbE`il%(Tl^;ll?v{v_{Dg9aa7
zed<vx51`0?J2NaT5%K$~3WNu2-mGBJ*dO_myW=zEe1ETRx)z-}VeMP}#9a$@(l1b>
zp+w~EYUi=W-nVv)d2G8_!q$dMyO)8a-_q^$u39`It(ir3xwc18{IT}-S|3)q1!u9=
z^3W6`mk)_YSeV|gW657pwYJz-CGgg!%nQzneg!95jIU`pIAjcXMEmX#UEH2rTqVD6
z&$VmTsG=ky+ml1aaOVB81T(d%K9B@;ot^YpBPLrJ?#?Y@>(_2@`NV6Br-Gf8U{rjW
z8l7w36R@wN&^@~$#fYD>{ot7^<R}%mj-mAI)r5i`571&n-Mrw<|0%>ekD^-BX?vo@
zqU*E#!u%YaVO=(M#G@d?A~3@(Q`p(MraD6y7aywF)w;A)G2C_SPMj&Kuyv~#RKLQp
zDoGM+E!-fNgI`TR5?{YlOa;`0lSLqCO@iS?L^L+-RdV170Tf0IV_{=U{$bDY9Dkyw
z5@3Y0BW(9cAzQxPW2P@I7zH4B*ar_EYOl7qqc%Djkmnp|og34;*L#8KeXDMM)~Cwg
zJF~;Qwi!-?xdUpP^sK!pHmD`Mrpt}=Qy|OyL?M*Y1onGQEWcraHd$G9hl|!T<9%e)
z{-JgfL}1aF%y@Qv70a$&Nze$AUZw%Uihz2V=&O@Q&S1#1dqyKd5MaK4|9)I&?X?wa
zk;YUW5ALujh+KgBr<-dRLpZ@?gZzGi?-7*|Q+-&4Na^3q#>T`%E55#Juz|jWW|c~+
z1QeksPIf@Rm}F5bcJ<29Yk9#en+WB_4A(b<I>kRMED3cj$p8WZPbxyZorYR<LPTvE
zKE1h5lxlDjD!`D9zy7diJiB=A6sm%KnFc_>8K}WPK%ZK>m9L)4sknLb=4ir_`bmxc
z3iZr&OB55+;q{XpyVx808BB~r+K$8R2C*6CUCKvO3=8Y&S}8)-ji>-BgM@l~T5y~%
zB7;g<vNB!ynCHZsXWP3u`|0V%<enlM|Cdo!PXMkM3gX#M_dhUgU+PWV9o)*S*-xim
z<tNDh`3<cndhey`-y3*}xTfXFTaD$YaB6hg!y9sC)ifTU%<3vFKc{l_-Y=mqyk0#i
zUG#?h9dz{%W|IH?f&a!#@?R`Be`l3m?zzrDKpTI$jCtSh$cxnSghv4PZ-6bxm)-`y
z0?XE|ajB^XVTvIvSn$EK*X{!842}LPIA@iz9R{8fDL!pN%AmAkKnP6y{MnKmGYDER
z3=lNIvSSB*#o8?oF8+HE*FOpz88<oDVgc9&;|}A>l4YB>Z>OQ4>8(}dXNY!qs5Q~o
z;q0yUTdPU16DTMLd<G9M?<vKA12vE3?qqn*I!S{pl7QGSR5WY7OZIXrgA0@<3MK#S
z?CbzO0~)IAi}T;6o1Yka;{*}HwI6&u?~}y81>1&lcj7Uq$VqW)6RsW1R1}9<*@OL~
z6BCa9AdNu*P}Y3+-CHmU6Jyn~`DK8cFeMPyWn!?UQA8TVPWpvPYG7dC7C!xWuwXg7
zHt+#SKt3Y&5>P5R{-?lup<1hLFLa*(Go@M5zm(~Uc}dhYXaoypjqBI0z0dKFAgd5Y
z21kSxYKF_mxop9n0Z8R2%slrM78D4dfBikB7OSI_Z-j!ado=!xM!u7k<6yG}b^L3m
zAFx)32FW0hC-#Gz0gl!<cI+39{fP0vu+->x@7}5Q41|V<hJHTOHa&B)1rD(4Pil-^
zse?e)q!3snmJRaM!4v^CYTDVQO%8XYpbj2@W@^V!hMkLpkjr9XIrXj*M<1pqbC{Tz
z^g&UfM!$aj+O7q(26PrZ)QK?-<>lpSfLDt+gadL-2k*}C^*~LH%8KbyDdHVl^@gjb
z@BUf$&;^V9Xm#$Lm!5HBdmDMpW!_|FPiEoKyokh?oTkW^dkmtEmV&~s7P=5qIs94O
zq9042tzB5EJmS=q>6m4o#Y=AoY90p>8St<Odh?2vD+8KRgajOEW2V#q-gH4lg%c-E
z(E9mYHkZ`#Eq>iC`zm9{<_hG*r;Qz?1kPe~WTd7w*WR&Gr13RuIiQp39ts$fBuHL>
zXAZYk9#I-99ttEk0>i<;q!J<H*?Q!CQ}5fKjMU<|%)WhXpZTz=LrwH>F0@Sl2M?mL
z1@a9zuHOC+Ohxk<j`}DmLkpH)K?i&>hu#LF{<os}84Ck&4#{aC!wm!V?QVhmh(q$y
z%WiWDaU1XbAn`3QEX<(WBTV!=UN*bi?1v7}twwg-3E27@ymX4vBkhfijm_TgT%!f}
ztJ|f{PDwBAG~2O=73EDl*frv&UPUPx8lmnXHmnafw&va7j{8`rm8`#?f(j!j`mu`U
zw=ag5;CgbT^RTR-Lzkp*=heBp4x&sfldgxQQ0lt;3Lev^`)!6*;Emy+$lu+0Pu)Q&
zU`#5O<n!hdap~WY(nL_!GA5?*H&NF#>S9lEQuMMcPai*i{MIN8M1*3b5}ubrh1UZX
zqrH@1NoVU@hv1!Rz+X8j%T}(l<*_dc7qtmT!O~WS-zH#wQlvtV<|$AjXW&cx83sHj
zU<}BPC;DoOxDu%Hw<K?aynhYbA_7i2-4ZSq63d7H;xTR4IF2ac3*8kzxg8D$NQHx0
z1*mt48wy1UVFvY@pzIT62xbD`Z32&}4Ja$s_p&*Tx<Q<tXtqe{gP-6nP{%lm&Uj!F
z1P?}u?+!wYkPy;c5tIjuiNPSmTw%`{2VYj9;|Qt!4M`y|S3N>a(Et9~b>f;LP~e;^
z+-t$IUPXW!Q3+~s{h;hsTe7VDQ9q;T#D$tYyS4%`Ni6UM7!BI5@`K>!Tdea>?GUwA
zM^Sg}`gPD~+@8Q`WDgT>7E$8rS8>CF_5wS<HnY)?PIz2I+0&o`{2xAyhu@)U;=52;
z!u=kyX-@?B>xJ=1H^(;e?oRQ?`0GXJ^n}socJ~JfBJ$z1dtxY&6hUhPiongNSm-t(
z(dmQ`SdVhQDrXlH)0YEm*#t2>qWv4Q>EFqG{|hMohga$2lV|<d+QH)Xv3U-Ck8!{g
zKpd=LX4dK`@+2oLu=zq)ng4BY1#tAjUInLu1yNbRknlL`Ky%f?cKgE{h{FM*|6)&7
znEw-VJn`Vs*Jm<qI%Ej<j=0tUFu;H`+U8Jq>h|s1wP2_d7J<arzh#5^)BX;S0OLqo
zO+3q1&^`Lw^0Tunn;s(rA_k8vCi9+8pHSs6l1?F;mEZ=Tl6Za_DeZ?FhdxBOd}v#J
zKn{#m>>lqM`1bCVC&Ug)rj466i8%JFYc)Y30$U<XxFA?|h|hvESp=wQgOs%&@z7>~
zjcEfZP5hCqNBlXEcW59vIh(f`JCyEn&N<?rJ_G^=jB(73wOffSY&{4caT3VIczk%U
zpvi5$rU(1gK;-ZYw&iOP4^o@|a$tBWk^@3zAv_$^XcRo-8O@>pmXv`YFY^Gz2Js(p
zz?Ca!nz{uKCU!Lb=vAWE08-RPQ#KJHMs{xe{uW-{XmTYm`}ITFoS7UP*m4b}p#S~*
zdnmVkeR&;=00(s8-lN{X-xe!r6xf*TA`Lrv6R^`9a0fM-1jrqtO4Ty6i9Q0!qo(1m
z$KeF1_h!Ewk79{JtPvdhg@x6hJ$n{YCAxd}^Q8a84WELwbOw=%NM-ft(IeFXT>gH3
z{%Yc|Qd6yA%lY>0n_A*T-^f(8^IV2-`B?Cn=aY%~(BW;$`M-a0ch1I36pFI3B!>RH
z7Z?%xW)czcp*@_yFS|k|B_&Nzlz38HU}qOOnX+}#RCRzS%EDSHs{UY^#eijxrJiQt
zKX5T?)~!2`Ze;r0)o`vpfufsLQFh=bl$r^&{P(B-{B%it`fJxu2@=ReU9FP-kp1+m
zbLEJtNl(;DF+|u^1&5%jsw!;LF14Orrht~$54+fD;}V}sg;f<5>VRk@;u9XZ{Qrs{
z0&@;8HT?&?bbI(~ygBasHhWn<><cFz$R9sW1I<99w`Q__0)Sh7^LbO#Kyjm<^+)b_
zhkh*Q{tH-uwb$re9;o|F<|ktc#)jdAuFr?umzUHX`VVYGQyRV_Z@>akb8EoNLT&#}
z*pR99us~C4fsETW46|f|6bJ8iI+YlaIm}?D=*n8Vb}i48${yr_b+|fWWwI56(@8Q$
zGETDE3klCDtP}-tiE4{jT<Ob~53~*CnisL?>1Q+uG(^#le%v!Zclz?>B2brmD0!dL
z$~h>|2>KgS;KCYe&E;(V{D=0(v3}dZr%4slZt#^rj(6bU!Ee&{56Z|CJs-d!GT-30
zMw2@Ja+9(GcV2DsSNj<>HYC6aYmS&j+~VL^KX4<5hJqF+)?8vJ6p=<8*du>e9ZCk#
zei4cCd3nH~!xwYf+?)pIRj=luOCOKL#Kv+<N$Kx7?i25$fjXPvBOg}4M*;Mx2PGha
zR}g&uhqpW$41if<vH>Y9iWlZ=;4^>A;Ns#sUKgj_2#~oM#T$-c0<6B|yutJp-`jh!
zaI)EgGk|5=ws^4Abma({U<pSWk>O!J(Zqf{L7|+6M|#Tv?Wgujp<^h!w6gI~+z{i4
zMLn0T1pmcOIwDrDUJcgZ{=i$KOGL?~QmGEm&iYH)y$B^ijstj&ewft|_O%nr{|+Q@
zT!aLd013z*hJYJ-Is`0y0(QP>K_Wy~!rhy;Zh(fg#jn*E3#7vGrx^9mvdpK%lr>WD
zo?f1t(3(RQqUmKPZ$D(&>!y!l@#%E*k!Sts)iQM?svv5bAsKO&0Z=AbB<CI%ZF9H}
z7kqR25C@2qQ?|{|Xt?2&q8ZwSs?Y=kqu1Lyx#<S^S>S*lK$b#*i(2;-;8h(Vi^zr6
z$DhudYIpA%95mR^gWagIE3`pevpkSr3$GF}uir<+X5x=EbnD|J;1v*$a7Li#iEISX
z+5&DYl2nt6=iLCW6d{19qPt@pPeEgH2DhsoRM%`wDs=En{Sgb_;*R@lJKf!B!0`r!
z1}xvVZ{4aP9UMp=W>`13$tF|sYVdXzVXKgEl$0#|7=&qpYaC!QwpB$V7{xx(GR(}(
zW@bAU3?r3L*48hN%PcjAlw(@>2nrL=7;Yy%ImhoWieOd$%1BaVA@Ro``u8Ho#WY+J
z+X;%Sq3Hm+p&lKNS4kyaeL&QSzPN}J)E4Qa`CrfA5ms$wS)+;j1tC?go^5T==G0=9
z*ZcU+=AAn&^KEdSA}4NKV-PkDWk0t3e#p~K5%|7&^qQ~&JlSG8$h}{<K{cJ@-kkXO
z@#9ZjuU6c^3tnmL+Xb=VB<ZiY%O-7}OZt{XwD4|lerS>XPAm&>>RIM1lYddYp=3BU
zHn!*^BwjtNx*B{QFfk}fOZD1{WkC8)AKHg4;iwgPW`cY&1SlMsdjiMtWNJYSo=6(7
z6|0K%B5!y6#;`GnPc8$88o4}VVf?W*0qkGaEEYs1N`0R;uTI)ATwpzFiYVAOn};?X
z;Mw<^o&Bzv(el``O2_y|hes!q`wf>I?%Kcaw}xc@4Qvm#iw5L5ndE!hM;+OlVtW33
zFHGsX)fr58woodADXTVo?al2u=lK4LU+|*%68<{3ZJ_4p_Ctxidt0PKd9c=i)(6HS
z%j0GKsiCInHPaVi%PAEGR*?|Agc9js_p(221;QNtIWf}gE#iZb-naXgT-kdj-@E@2
z&Jb+y^}eF*@#NSLZ#1eZtEsi7W`oUCuO}>~5IJm4OEZ00j`!WA-ur0+_&|Y*MTp7C
z5u5({H6C%>q`lM}$IrA;G4u)HPnTWkzdOiAyS`=x{o_=kV97p+xbBmm_h<4=J)v#)
z-O-Y?iixqSMOu9oZU#FwYj#O_o|FIc7k8B29T@aj<{cGZV9{vbA<7iLZt-LHY0JsU
zH4UvgFg6)*p<-X&8koa7UW+;JF8Z=`%5lki@pnU!67g@}48*g3?2KWS`7QX6V+0$U
zp|G?}k@?IDCjT3_9Nim}+L7JA`UP4SoWAWNl@NK<>urJSt_K0#FN`diqyp^oOT!vZ
zv*1i=;AS#Crbp9t-(pMGBR8Z6ui`Fg(OdJ~!MvINIs9R%&*UOyW0T<S+!vsC`*K>_
zi(EV1XJ|?~N>UPW=oC&g=#`a~NhAfCUbxT?k9?y^pg}A|&H>a@rVJhI_WsWq8&)8|
zYbZ-kJP3Cm5^uAwmPXIf0}03eXtIBaM}RNq{ZbIT`v8B4cbM2JJwchHuP6#i73nm3
z`SO@AyKGTfBVxj%vQW)b02Mf5rDL$ajfh*g-EDxEIDv4=cqe2ux{CwP)u$L40dmw3
zM+a)$m)6yY3A7*~3D-h^Ww-u>IAOC|4#IFiCd~!XBW65q$g`1=k)$;UNxVKvo|$k{
z5On+*&bS@(m?K&%W@ct+q(iE`Fu!XEhp1k^_5YPCrr><T{%17>uHaD#T_u%N9so@j
zDjr5ctZVT^NQ=LRJ<eD3^&AP?xRKM~6NnpVKN<;~I`FyX53u_dW{Vf<dLq1%mn>Vk
zkDp(e)W4)wWs`Qh_~H2tz=Mo71dc1_DbM$&AQBj`dwjVHyP5FW=gSv0hlWHF?^s~{
zCFZN*xyg{qB7C~Kg{h~;8GNLO>*#s(R>+e!l;oU`Yly|vYqq6hGc2D#TNdb-I5dO8
zS0za&zwH{Jm33~{mL#3@<46tn1&$MDf=JPHShHbi;yi<g;CF#ndk%*CU@6x$Lgy0n
zOvN6QpPNYWA_N|(g5YOC3!6+@rUJS8uEgsMFeHEv2XRgaRXNiYXtbG~Jq1r+l^Ao0
zI1VYcAKwn(0A}g4+`1Z9#XGGYT?6fY0`*QG{;dIuwu#T_wme68PM!M@nzitOdY%w<
z+rZ2cGahiHSxhGum~raHB8%fV-g}zW7_P7#1Yi?Z3Ke3RRb%Sequ??hAK8Tr5kG{d
zg#b<?Bo;}7fQ8EWZN`4mu~;Ro^Y_U68RD@+z;OV!48N3*M3jKE&Z0vSc&1k5{YIXR
zG`vhIEVG3de})eK6*q|UUt{3ixV&Hdgf=^ntq*i;{&mSZ|F25cEG=BDx-lDjBILLf
zG+>l}uzjF63@?Kgq(p=SJEDWZSfqtkRdff@V6Oe$-3eMy4Sfe9rd2zMLjmj^p}N6;
z5NWAD#HJ|0hk=d5_)UHl9aIxaWD+>@(4ADC7#JFwh!|7W(xL}>oq?1q3|(vR-IJpP
zHsWzRVtWNhEI|E2bEQ1=Tx6^oXoSQ{fx{0ow#AqC&)_vrs$h^Z@fUmuzE6&ZO~J@b
zI9=5)kW%K&wkXM=oTJE@j;ELrBmOT%DCY(N;?n#JTit9RKz59)W$FyvBjfl*jJ`OU
zJn8MXHto$oqX`9`ffuMc<m3|2W<-rfcTv8-xDiaK=uQ|q+J}Por=vF&s7N8|BP`hK
zA~)q%(!t^Pkp>2wm5JwT`5)+s{*|B}5R2QpcW?eF=OURpC*VFIjoy2Q7;Ss}q#kEv
z2=hWRgs#DxZT;7pvf<XRzuMAyD5MA2<7+Ah`b^SVo#4wYtExi3r%J*EBIkp^z#g}-
zprHMfvg&Fr)DpRKvIg_>)5#G57hDbPi}<tJBgS_9sjF-K&XtyQUSq)6Gmi6Vf!?<~
zSOS%FWQnT(*9!7gi+^K7Q&m$|q8nmF9V~-7=VtI@uv};>4J&ulCsalJjrx)JrO?bu
zgA>dR{V4Q2$vED>S1B6tj7ddw_4M%U-%mj&TR;kbr)$=qC2Bq?kiXvbqjjHt)*tE3
z1{cQcIF35%q|X`6V$2KJPk}n6uGimw{3-71*%xWeTZ*4tbY1cWz8{ziIb&yGX`20B
z(oeX%t0`pf=OXztQdY)`#(;Q`*!|;0F6ybo6oMA2akyuD{k04)@z}R>pGECPBv@p)
zXxFjsgg>QvRN(abvBb%tHXcgypQR&V8?pW4u~|+2set6@1LoCDzi=w3>krU|-V9C(
z>PXEqXC9$}jfkrgy){wCLO?^Dpdweb#-gsgh=@SaCfZuPng<a$O-JKfcy~&>sh2!d
zU1)>(oEi-ed-=8~#9|5+L<6#<ETtCgzhZ?w434_RmkT*aCycd8RU>FnHFS>a>EO3^
zuLVzvDq1@W7ipRR&@{KV|N9CuQ&B-d1y0omAeC{1^88PQik$}A4C;+2##L|JaFMjG
zOWsR)cK@xauo+a7IYh92w2qPRguW*QL;($WmB2U<kr`YYG2g9eKvD{|`21uB)|SiK
z6bdB|RpkWCzvgfVp*1=SY}W*0zQ3#gS=7bEmkZAO2$=mE_>CMtz5apxl_=dTTKbpn
zHX`h(`;T4lW1t&O1X#~*VEj)e*fkr>68e4<&Q#-e;?DfF?D%U8|CbX8{)g$#|7OO)
z|9--vERA!ESV$UZ#z})b6bvLWf1nm}VqtOq8R>~Pd+uM#%CG~sWD`~d_CWZ3v|L<r
zHg4QVeAXd!U{jhnm=}wN#M7`aj8}WjlZ2^;o&^F_0AB{M`x=0gQ%J)?$-|9Sq{VV#
zs7;U5+#o9Ji@m%|&Y!=CbOsud0ow9}K{tvnRNU_HLC6D{68{YG2_g%V?z0)R&~m%O
z%SmL4XQWXGrENW-oI&aKBP`bdA*aAYOu=Ek4;^{2$Gmu9YN556bMIaYbUP5UTy2bE
z=7q}bl@YQ=Xpd0=cFA-c&};*6;|vJAe?RKq=VfWFqkt^5-w+o_nMF`04Enl{EioVf
zKFZ%X3el-xZGvP0Q0Uxx$(yjQ!EB&-5F^oKt4M4jASGIxE5oJrR&Cg+0<)2@N!jM?
zG~(3<PHN6~wz<`Xlv@1>QC%IL&3zPnFU6u6fknT^aM7|C@^{qa14($7_^K-U8Pe!Q
z!Egy*gSx-+znNk7Zs5*a9C`+XtngT+?kj6Jzt@K^+DO=a(vnj9^y)H$y1Lq04hkL#
z7&X33D}o{oC@6<&f%iBm_wL>6%0h#@7JSk0f}Ti%Y#xX1r^W%`dy1Tvcy~`vgk77G
zcd=K|KwOMYcw^}BousKAk5ZTBSBqa7tR3=<zCwcg5V9Rxtg`o`I6=K%Cq32L$z5Jn
zMvWFc>c>G0$^TQDaMhhN1c`w|(8xo_);KC>D8ebU{7-+A!2O$PdE}Y-cyA40U;v~+
zdUP}gWW2JZR@blmq-D`n%;tMtsZX0_EwwdUK8kMP<^K`ZY?yM3Upm01ZNYx7=Uz#H
zl>68(ZByU*#98^o8TiEQ@*nY3Ck{CoS5NF}!b;(sWI_~g)VTTzJi$q-18{uy3-?#z
zDZ3pS{BK{=fQ-jMA!U2E0r<aM@9j&FF~7V!GeIU&pb1nBT5ra=SGNUITJQWPg$ulf
zRGagkc+K^EDoKU&BYs}-=%*(HIJyqY5(iMZ0@+Zg-Bn?Fk3IfQdi8jv1>&WC8{5`I
zHq0uJ9;*;SfRZ+exBLH}Y(FRN#I|pc>i;xBvL>m>ITB3D14x^RViH_~v83N8xe>Hn
zu#9IOI#{AWfB<`*LSN=vi1LnK-v2CzUR;Q(JOUA**+{(boEfhH`kp`=W&#p1p=Obb
zvE?(+0ti!%des_Oq|IMNU1I?0=`VDk^D(GL231_{3UIbxKX_vUOP-35F(4{NT6#JQ
z3QItH5VHZUW5j=LfzU-tMZ)hxO(I}%yTG|$<|ng@6Xfn}nbiEAl&hfK5sCGgb(4Sn
zla6go#@)eKt#l(0nwiw~(y&E3R^xwD^8ZT*1;YBj9-Z{}VZ|+kP^O-M!2Q1!Y46=7
zwNJ$Qfa4&ytGkwCHdK@Emea=+I#Y@pg4?DPr6(6`&bj0W8{gc_ZsfRY8Pn6Fw)?(F
z)%3hO=jhhWDstf6uwklKF|k)ameZ(1(I)lXvwja1l}ER{OBA@f){DmW_8euVtXR>L
zrUf2;=QYOknL%9<zIXicI$b3S?o%f$8pF#CmoUA*^quAwUhUMw#ApLffCcywKCS`6
zU!z`PIDLNqbN&R%^Mvm-14z@`b}5%s!cLGWMBop?;D3rLo}Wm`!*mPuE$KOiktTa-
zrl)-%NzpSuGgW-&vR(5H`90b?Ur6UDP8GqPhb-Scf_Qk6WIZqf^*93PoYaB|<DCCQ
z%6nR}#CsM#HO&>?M{obSFK=QglgkzJ`z9bmgGKJUjsJFYJ<m*2BJ0+5t_QFAuK<ei
z=OA(<PHu7^h8B_DR1OMJ<OBr;t6V$C&t-mTSaw6`{3n$U?9~}|-=-$k^4rStFtJ58
zpAV9|b2~Y&9Yc#Gw2a+_uQ7C*i@l1`tuFaTx$E3lOIpDIFVK@!US-yC+beb}kD=(m
zvOz7isS_VQ)UIN;W&h*Nt}Qhi?_Dr(HQ4#bo1ud*fP+ETQbv0if2I-|8T8uhBQvVU
z&%L4tIVFI!d)RGmJICOD7k)f`>H8mO8UZ@_S?BX+jlFZWx9qvpGm-uvAb^X4sZ0mb
zl}Mg#lf|X{gVU<`xz^@nozAyKo}3-+M_es@^R^Z$1U87sCS19~U1a`b<>*v(V|{`u
z4B_094UyMSDONR(R8%_lKE0Y&+z_h6B{&)lQb%ea<Coh$Jrg?a6VJ`+-7mg2^xWui
z+3LEG;O&OS4q2ltzTlKm`tY5fw8LW1ib27s9+e<R%;Vwh^SavSM@Xo>5gutT$6@0_
zCuHi8IYN_D&nfHJ^uA?xm|)B*>oCWJNQnF?sa9o=e8Vf;hH}eVhQi*s7=Ed<?h{Vd
z$(w%G)?YK!8qTF^a55~IL(lZ}r%#{W1>IY*oNoT(e_JE}wx&{O-|NVpa7o8P*D(n+
zLQJygmP{x1^1tKoW$(~)buH3p3)}8D0)O|e>eg04o9myuPiDKbuqyN0CpEYf$KG7A
z>XSy9NYf3w-mSy2d1GPn>b+vcd^_##_Ka0eX{u7gI;zv0^wn2jivaZma4go*J@1|v
zQ`Ijh{G<Op=^ej;ADdiH47ycjrdMu|Kkcd;%)E7(=Hbgl8J0ogFPK@p{JzK{clQjq
zY}vfoV9wM%U+c-pxc`>Q0}{rD8>Tjh?;NGppPyeBQ_?6gch}{+9v3dorrEhfrQ)8@
zg3AGb4_pKR+K?vns=S_S+1bLz$7>dLwVqw_)b&xb)zrt%JIQ(0WsG+{n{dVb7*NDP
zoO>qWp+%^lDR%j#jNGTD+n-LyF1|R%AU~QxkIA*ab2;{sNY>s?mG?TtBSL0Wp-?0u
zEU}mBO_Om0ARWp;7r@=rQ{Xi+QtK;vg02-&9~UwIsK`??UY>cw!jdogRfFx#nR0%I
zty*(>pKa90Y6HEW=bZBRMyI~9pZ^L-N`V~Gn1Dl6N{bmF$BDq=Z*o-Pc_mOnqgECS
zyq;(jJ*7Rxx@}$Lnk%LD7lQPx_s_g>V(wY<tn3=G%#*$&&}$B_ShV78I*RfzScd`Y
zG?}bJBuy^maD7G_>Q{fCGbV3f1}9v|0C<af)Fh;Z7cEZ%5WE@)k9_6I7242l0EP3R
z#wLUs#>A}mv>~99_}!n0&H5i_=l%Tzu-Y#p;iiuOH5vfeg7lAR!Eu77x~_o%3#+0Y
zo<9wWuqh^&ZBy=<iW!?t=O!&_iwEu4v12S#%hBYt2V4{y@Dgfe#7;W?>TC<?HXcRK
zJ~1(EOrk53LSGB!>qX-EaAT@anN+puB0dB}Bwzjl;U(MP;7ou9Fgi+WP7i%&tg#-#
z=6)%u0@dza8#g|``E2)Ju7$6qQ-|SB3l(#P%j@aJKkk=4_6r6Wk*-=GQ!Pg=DOe7F
zZ%@JRfpLC&_ojf_*M82%gY@|y&4|CJ(y&z!t{<V}kq%)5E`C)Mi4&jGtGO|6gO=~4
z1Xjxe0Nic7MxK$Nwije;89aTUo)`OYV-y1eS}y-f<~O?y`HM_&fkTD#GeW5+B6zNS
zTqT2kh_uzBPXb>s>c&*K`It5-g^ER@mz0LWm-ra~{bTT>aQtcw!%>o8wXM3A(ErR*
zU#?&<2Me0!VD?P_xs``5W{@V`f-PYwow+C%3%`E6gHlfgj1_u<?aQju>T=oA@$ews
zv`@6(ym5mxge(qYyBL-v^yMPVQirHM=*}Z^fNuHuiK3XoP#}0A(BhrY&lfHP*5)|%
z-gy+~=do2yS2D9%qMLXi_%h7XAuwm6f`+EFIMK@<=`#d2f}rER+gT}G5)#ePadClp
z6;Q;>(8Y>TSI}iIpc*BA9;dEevqlhVu%k)Jq&PazB>ot$bMHJkEauWB>6VaqM2H*p
z-g$gb1*&$No9kH5kzqz;#t<wL+K<<F>g16=TZ~)WL5T(Z+<kM0^+A|84<gk$TW#&B
zjxc)MHZ2uiHS8lh&ohwz*&(^~Gv-@}fOQt6o<!kUiTPy}m|tQAD+a{q3vf`HN^fD2
zOC3FPXDk09>PZxQm1vL|4h|0ww+0BuSRWj9&9ltaNhpeg&<z(%1h8Wm3^eA00{`B5
zyhW#G7DU}nTQTw-9cUUBZm2^^>+wDHepoY{vLK=0&Om{+mEkwcP5R-74+0+!NlLcp
zLjzvC7xaR2+Z$K71n}<NTbg0r)~p~1CU0>r98Yys)ge42>$+{#X@rMJmVJ2J&ji*H
zS6DCbZrit;qaD`3q-WNp2+^n;9f<-&L7IlpP>B$%%$i6$S7BW+a(vI5@y|_lu<Yc=
z@}q^>#oc`ew3u{ktlR6J>Fm*VO+_5UOg1>xIm;T74J<fVF>}ct<s)~m!GsV@%8jcs
zbMW9<DcxXPFdPZ{PY`CX<5cotZDocS8M5aMbn!B<gE{_ycscXUq+kAX%1M@OkRtD$
zhq>O|8q$}bXbDaPak{Ko8h2;pKpPkseRn<3rr8_2FuzC`-Ji#)O(a%JboM0|{Jz79
z1Sdo#E8T=vdh`KicfrmeeP1K<rhTGRJsHM`>_MTz0-^c10OyR@r(qKZ+u@X)uf<Dz
zgVYQ%1S|uMNjX)8+*UiI9zU*!hmcbH@ztHSvd|Ro4ZCzdMn3wh$1R}YQ9qgYMTm0|
z44QfM>XpBa-^c+yScnWgCp0Lvkk8z7ae&jp-c;^=@%%Z5Ksd{37UOQqM!Yo&Fn{gX
z^u>{Q{-KH|Q%6<sK&jEh8;Qk_X}IO<>qvJmf)yl$BLPZIve_T4i{r&3Gf`<JHN;QP
z5QdOk7v|iaKnxz3Yqu|(uTv)rM+}YNN6oRxpr|Df{t2Dm(PRz<!KqjS4MHsMz%hd-
zSQ7>zP6|en<+N<I#P`vq72VpZPht>ICv{u(?fBaQl5I|CY)l@U$^B$s75J<DZuCx2
zAwue0*ws_=QfJCz5^Wq8fyb%QI1_oXlBHaK`0uiKt#+oP;R4g@C?>_Ls{T_ZdE1n9
zjK%fSJ$c~ESV%b}Aa^yGNR^X`YA2}hdy1g3jLg*(e8uK7QXy0w4=IO?J~1$U>Jl*g
z_j(9SrK<Hce3}x9I{r&Lrg$Agg6H#-Q5EPoRP`b6Y`6|cf~>HwjqC4+20+FJ5%&(h
z-v{~plD~$-&ag%E-c)Ip$eaHn)I^LN2pLl(eIwOUV?OhvfyEc0+o7A040It~8fXMY
zw^nuL)Qyn?Mo^rI`<^tuU<_9yEKwK>wHvLXgcczBHZE9yg0)&mi^W*8t+?YmO|fA@
z3gV6YiD>Wn<=HB@{ptODjPF=kS+|SZMZ+7ALNt9^zFMdF6v<@+0eaRoiu{Gq&^z~I
zY!gTqF!fZDXkhY2piH^#t|ycT9iDhuNY8Oq7#(wd<iNyV3UenX9Jci|TK;P0qu8WX
z25Hy_CJmR`Gm^d<S@wj$l?TREhj^zfQVw5Y*;V>6|7E$k-nUp+kr8Q^-bn8Zm~#u!
zO`Uw-OBuJVH{y7psIeZBnJQfE_thQtlzhY~p%V3$sOV^+#YoFq-t5-L*wi%aiM;ul
z0V0h;d+5h78Z@lYIe$M(zpn}#jR-xhDYmnFOoP&grpXYQe<Gm7OS>W0Sm!6-;j!9z
z{rYtcGIB`H`7&P$p`LuDI?iE?6EU&F6!93?Ab(B|jf@<a!K*_a#LW%6xNnUdsKyD?
z?q5)(+k=Xs_?WtqwjhizTb#jyIzsWm)`+2XG@qUz`fUOGs<=cabZaCZy`nKPcbu%<
zZ?+gEBB-nc5+;gcKNnYb=mb5_<@1x$@mBll1O!^$C+FmXv;vRG%abvswF@N!er4O`
z2@R@sKUB(96)U}eWEdIDp94=z5r3_LF=!7iO&LQtk;6F1xreVx$vIs1xl2Ihbc|j*
z+a0()6sXX<cHbIF{FSyXz0PXu=FRFK_r1(LjLQO-4m@}Ncb8*X@l5}sCm2FpSG)7;
zO(bBDUU79yT;b&8%q>X}Mroe>f<MN$6AP7jdCrYei;k;Sgvp-D5Ur1b(-^_fDAYlE
zCW-_#da>?;a-yt!Bg1HC4CFY4A<re-$klJ`)CmV#NI*EE&S$TRf$`RZI2Wi6O(ubq
zb5iAX8D?sfTEuA_!PAeW;PC-TPvvOjHQTm$Cb|n$E`T+N8OpSqjPhEThx=N(PD8?7
z!%j~%bd!m6Z8sL9r)!UukH7_Z(~?WIJ&;P`7~LS{ou!jMU>1ktDcSp_B0fM!NtW<$
z1DG%~r%d|g#Q!=v)PUS;1*CVJnt;vSB2<gBR*6wL7de97zdtjEc$ZTKct)nlaP8ao
zT48bS2qH;x8i;0l%p2Z8DM4!tHscG85|=#5Fv%3HR}aP6&FV0vEqfGad_-Y~I$w|R
zaSu<=O86m6fogi)zJsz28pHdWCB{9zocQ$)EC6KSYv4>uMyk%YB~c(tL?JI6!jm~9
zaeb8!2#khxyCmu--u48Ksx;gdW0X7`InaXe<vTxn<vpw)WiLxhLoQSX1DIjVjR!`J
za5f(dkD2va7+zq-K%+fxphI@NeDx{_-o%>U$9N*wbpsgj)(m;DRRfE*>ysuSFVGvw
zSJXUa5ae5%!v+Lq$!t!!tp?}EJG>7vvq`;k7;bNyVEW1`bU~Xvq)skXg1G<#gu5{l
z@X${`{X{-L1J^5s;s~>XL2WxJ6{2l8`HV(;aeREdYRg_u&Y*$h{3^7dR)3wH4Y|XY
z_ZrPl!HCLsf%y;&gph3OU?=ZH;X+2lz|wdY&4z}nEp((qtBi61A;?TDG8tA4r<}YD
zP3b2QOK+Jbv6Q+53_*}Q2vpt;F8~>4Lx!M`A(3S4n<bea<%E(r*|2aXBkMlAW1P+5
z0|Mo*UmpZq6xwRwa1Y~#MA3yJL<lIIT)VC&044ivYM&d5P+-I#R5FBQ@&Bz#GkFdB
z02mhHAOh+=Vbl(jKCH|cmQ86VjJ8}Ud$z}l>Cw7PTqoZW&KEt+@qqOHMFnt|W@4fs
z>N3LqVmtA81~Gj;2O;#qIdroTJ{d8<L5cJVtXR<pvRDJ2V!#xJecDMTrymlT9&Ju3
z7`+YG0{YHg+vl~S4~Mie37J-HUbXp3Fj{&a9d}2*>9Q582h73{(X?aJzpUPbt0U8y
zP)SELNGYS3A>Ec()a?=u7jKP1=6>_RmS{|5RAohwkRus^hR}w++fX>wPKV=Jfl59V
zHYYNP0tk<wmg9bGNf`F78fZ{_*%Qc$cyG~JKF#X0{7U~7axEdaB}|$^)nU{Jx3M!1
ziPwbxfvuhJ;!rdsl3bIK*5Jw@;SImktlLQU5}u<PF>?Wf(lBC>Shj$=Vn_=r6lK!J
zO<KUgV(*6+1`AM+8lf!I6#g7e3dSdXFq_zVc;W-P7@4l5e}KjSlQa*+bJC0eu`m{9
z2XnNwkl~3w0&bX_T@TW(E*yH37iM&hmhqG)Wn-WyoQ=Ks7G_sGSY$=WzxczaLtJ@S
z1yVAS9KYDhFpqhkeTY_=Ks5kd+Ou)25Cg<GDA4F624$ATv%NE3@u&oI4s+4v!E5Y8
z8X4hTSr1zbkZUa*zA8iQk+mFq_bO6hY5S<w5C(mQN1alOfxM5P3@THJ(+7_!7p)^H
z#9|elc3ln8mV-hB$qN^{StoWKW?(MPm+wfEJ`pD{*@QT2(8v~s2O$C>LMXfui^)x~
zz8Wt~=H$U-eyfk17~+png*w5T{tePyOjRS?#{iyA18c7YUp=$psj(D<mOKotCRppy
zqaVowM3OO;ioo1CimHNwLhb|vm;>w)R8w`aqo>cGKc6s&?laDW*86>7<?|T+rrdUx
ziLvq-2pY_Yx(+pwlcmjajLc|x>j5E(v+sfThk}B#j$guQ1yWVETG`fZYpRz$&6Q6D
z<w^eE0;n|>5ntzBN$lwdDB%%jBSs3)IEN{v$Hr;D!OoMn>nKb_^k`-#?wi<!CHCPN
zML;*isetjtS?Knm!whF|^yWHr63nw!@?&36$BFS;Fwgx2tn<`pq_gl*TaGLJH^>`c
ziGu_9jgm>XDLH@^&G51$Kuhg?QpzS7H4T%=QR+BitlscIpEhxa^kI&30<~*dyx29C
zE87Q=h3Y%zCq;=bgLLbySwmHKc!kb{F*1^(5Z!>7{`SVKIvrW%{|vZOV;}HXUeLk!
zVL|6lZv!45;CaaxxRU+cblwMVfE(woL;y1j@JPUD;2Bs8fV0?<pbmI+C2)Z=C|v>9
zy@3{Y0sD7WYk&Uw`Sazv-S2{c9jSl7bJ)V2&Yzw(Z{9k8`@bQ;BM2^lR`>aVOts|k
z|H;xI1lrXLT$Hr}m<WIiWFA{azx(p?^4Al}{TZN>+JKAQEu-}qtbsE_0d2sG2tYIN
zzknNkN`cEz!+(7O&PsvyjcNfq6u=+^*79q=q%v*j2CfVT7nr~nHmErVoKK&BwRWZ7
zabTHg0^A0n3*1%=93GsyONU`<GiVig0w-ith~(uNpZ+uMU$Z&l1b=NE0}yz+`njxg
HN@xNA2wNN?

diff --git a/_images/70fa125a838942351e0ba7d62dc78154273ca083d4864f8141821a490b8a49c6.png b/_images/70fa125a838942351e0ba7d62dc78154273ca083d4864f8141821a490b8a49c6.png
new file mode 100644
index 0000000000000000000000000000000000000000..1949c6645e2b5460ad37e199a0513a9ab4a5beda
GIT binary patch
literal 46371
zcmb^ZWlSA^8#M}V++B;iJB5uEcM8Sb-QC^YwJq*aplE^OZpDhWY~0<7+Zq1%ljlv|
z<a|5HCQK$HKfPpKYfX%@k_;L$5i$q_LX(q~R0V;c!5|P+4<bBp#!yQx75K;RE~V|R
z=49#aW#Vc9QZ#XQws&&3w=t#gv~YE^adPBl<7eYyp|Ey$cXktCXLtC&7qB_GTCr0q
z!TbRpg5)f#;|2m@n7sW#Rfv?^fIv;ja*|@|-Z{s)UO98y3&TO9b0_U}2@Q4s&{a#2
zLw{rS#uoj?^&5;uyD$`VzSc<p7FwZI>wN+jf~S*A)p@&`)y1-0Mtep+oBG9^?#o2e
z%GI+!KHaB08ml}xe*P&&)Tt{W#83+0SA}HX1ow7;7&?uu>iFM5g=Vs=1SYH)ret$y
zI`RK5!z+Qjoq<)Uq1cIhyFS_$juHHJMogVqwvF=b#v)y@F|@ZcnDfa0_fd1!JC^sC
zJA}gie1{7)D3K=TTS+2StHVW7anqfCUL_?Z6wJ&h;1zcqbaLV9w(9>L$xtlK47RYa
z*q<(hv7F3#_xmOaowP3+i`sdDXVLg-cS5_#8f!9FFpAizL&Z!E>8*{*$Py9Uxg4lr
z<biik)G~?xnsiw3JI?!1?#_Z<<2E-<n;e$$ojR}aA8t-iKzBFGPA-opE&ZnT!4|o`
zo9x|Bp;*+?J*M?N#vGCx+5dHaqD)%PG4$fRAH(eWaQ^P$=zG1#ktW1-oRv_>o8#tW
z83D8pY2((;9JI<0fRE}AQOIK37-#R6e0_PAtA87lXa=!NVuG&B>|&XuBA2ZpKHq-~
zz%U#gEOrM4xu5*S``-N`05bm5V9|QLpy%@P<ikgT{%?N<1_hr*)YsP+w+rsS0X1(+
zF<JiM;LJy2z1qQ_nwIt<Xgrg(KLiE=1d@`H`poA-HIzsi=W(=P0z8X@D53R!H(N}A
z`t4>(gn%ZvXbpJ<g~Hi`I+K3*eRqMGpWEB!pq^h}xKlDSBU{!2mm5z-Uhgq3FE8sX
zCy3n7RzDPR;rurjV+kyzf}Y|18$DmRt)|<(oJNIrc6P{QOu>#)(Oa!`<FapK6)wW#
zt6SC7gqsa^8rq%6hT@ZG2Rp6CzxCVaYPWSOQINy(7oq>_^DUqIKITHLK^%D18>ajD
zh8SeLRA-{y;z(*3aIJB?+=4+2b{x37*qW&`k#Ij=;*4F3e_L?2Y&?GpTkGmDpC7KT
z?8pT@S#~FLQL-l@gI=!k?>6Juoi_)N%q=a8{BBP_3wSX7ZMH)Iz0KJLFx6&ftDUkR
zKT0N%eK=pxb1JkL&rEp{_^*Ejk<9;R9gEohYr_5C`o;MFt>0E_#>6e>%WXMesRo;T
zwvPL6YlK64=MC?SXQ{L}8g$EA7}@5yx&ha0@9aqFq5ijJ#MhVV%_@w#1ABydl-lIv
z<e=6`a^~jL6>l9H|I~S3n4*&KCEF@QU=i(&h;EU*v(BMLNboR6T;$72Pp4pKpSmK!
zkW5f>gs7=hR#uv*IAY`Aq<sA<PoP9t=#q%~eljIwh~ITuTPD&usS!I1+m(Ut|8*1o
zf4HCj@1u%_@Fr;xLo3kFNutu|llqf06U@`dvc_4BPj>3Ej6#Je;eIrj!d9_cSImQa
zbI}iChN?z;ulU?{QAsjYgZFxZVTQkgG%<!W;Ul5E$)?M9Ln~WB?GvHFp_Sn?*}aGE
zpy6JVZ-`5aj$S>k_asW>D=2ENL=CQoaSQp(%>|yRDnB^3{-j0aUPfWL+2UiT&KmRX
zn?L5Xc_SsJQgJxrr?|%+J*{11u@Ij5Y7uWe4bLW-5Z2Xt=9!pqms0Z#>L~v;Z7gox
z#%}%XmdbT5l>9k4dhXZH$%`b;|14Ux#AhvTWsIKglm7F_XY^m(PdFbu1o51L;>X3E
zj{NQxE6`gD&7RkZM>tOBG0yp4O-Ghxz6ybs&Ytv_c6t7F?wEjjmQlR6`uku&!TnC?
zSIdsq^hw3TF;jhPMvP8F^O-hxTN%sArZ?X!p69Ec_Zyu#E|(g=k_$rhObUXF1D_v0
zzfN&}t}w!M&u$zMU0{yl$ttb-Zwj!6A?2@VPD?ThOuU+g80e<V;a}>Zg7-G=2A)_o
zR2>aHo{VJC(K9+;!}M4MoH;nqH6A^Jf<UtTH}s%#*DX!^ZCT-#cOc^}4`=n6VhM(@
zZ246X^|7oa)6CZoq4NlnX2#k2-GSo^PD7;7gVHEI+Rhw5hc147y=PclV^+0i>456^
z<u%eb$V4ir|Gy@U+usvuiy&BY!tT3*jg{agkFh=Y?YksgXBBR1B{VySHixu+3z5?w
zb@w6M5LeL{O5DUhB*Zgvhy-=W55on+jPDkX{zecQw@L}Au8gvHT(;+ZdR|+ceqQee
zffB}A1hur;wve7%DiRbJ)_;P|TOb^@!;hJ4P6gxVk5zQ7>wu4*JAu9GRH#47eX-W~
zf&R+jAKAH}2X)5`?rdZVL0Prve^xN5m=(L^5Sj|xgIaxlH+evlxMy$#MJ9Ap`$Tq<
zr3ef9>@di2I5_q@BFeK^$+PUqtD+T=#+*-tzyZe1mAQu=jyR%D{LR-%R+}=y1v-C_
zO{#&4{Q(7@f_m}GE}Gc!mw~)Z4;}|pYiVq#@1LQaVp2ao=W_fo9{x;LMwur2;BKjb
zEP08adv2_cHhWQcuYG0@XHXz7QzYYTSi)bMXa;2{kuwzNGFGr8nrE)X!jl2*>4^`&
z_?Nr_VBMdx*2=CGT4IS)-JTv=FCMl)!B1@kU^;K%a?LzgBOMk)C#B34e9-yYatIPi
zZoZWP+=t-fp-<xSa`CvhtWub;Sl^b$2FKfj++Kn%>dd{?7~e%+d;M$D7g1<}1S9oc
zQW<0H<^J}ad*C4Z@gbJ|80I{;7;IRd0A(A)Dzk&s)>C(&Ay7uF;7R|~?^$m3MeAI)
zJ$-4U+vV|g(;_N;wodJ0dVt^|L__pdE7&iK|Ml#V1k^L;i&xczqDKq%;DF8^P;3mr
z4LVBH4d1eyr44P)@XaLP|JhT4vB}}@-fX0%J2=BMu7UTzy{I$yK@LG@4V(3dCU4;5
zql)*kr(H$~c3-=B$I1hA;I8i`Vt!oK$<{^53DhqSRCuzL@Y@sW56@mde2_WHM~@Xr
z1xVxmBo<b+2xfYCtfO~)k3#ARc6<3Au|wDR&Uqe3bcH$Rl{hCe4Q1%3Ay(+f4^}tA
z>C@e+ap>S%ens!z+t;)s#IV&@p@xfk0!rHOx5y}3TdMR+&!W%gj5-LRdps3Nl&bck
zgi*adQDjIX<!Ky7S;6_s+UN%hSk`pnwtl9+;Jw3dD|`>Os__LO2*z^}m$?@6jnSh2
zEu~*Yr%=1!nm7cI#?kuk7{xStJL!dcgr$z&tE0QyN3ZqEz%!R`idC1YZb%ex{v#1a
zmCu}3?eAH0#v9{{a!ODCFZz<KF1i#ud{j1lcTfq#x>mX3bf0qui9GiX_2|vXna4~O
zgQ_+6gq}>lyIYd|sNfUe*mt*tf2?=P5I<anD^06l+_u>pek&M-^q&i?Lduz9&9x|X
zy6AeY3e{^%X%IlQ&fO9)^kxAU3cClC2a$AT5?9(VCQT{wk^eJn+s0E~^tQ8Y!}2$x
zJD<@w)(8s-S5nW&27IO2-T6j^UJDyxWN(tl3t`>s?OIS06b$@Z00_9a{h49}d{$lD
zcP2nQXG*d*90LjC`>t7JIsA_aY<g%#v%b|X(7u4gicO^JD6al~GD}Blyen3xbmFuH
zZR;h}<X;<>o?}S{%v4i)W+w5PgdBsH#+r?JOqHvere-8MsetkBuP?C=>_%NAFz~27
zp>QZ~(a^u6MU4I^jNvlH>^>GoU`ubSJbIrukL;W8I(*%;#i@afW(A{=pPkq^DKpO$
z>&LKwxfV*4&u`&Wcuh5B)~`$PEB*O5@-tO;_gS47QJz~jU2q=O!~Jvi4|!)4H^Js3
zn5gf#Bwb#;)&jJeo`8sCt2{rj?=9j?Bo(w}AqC#)-ll9R=FrQP)N^*!HHFh=!^lcL
zEgrR**;aXHDz4@Ka}(3ByRb%*-CFNG_uO9XS)_0r{HO^^P*Xb9hdu`lq+$t9YW+ls
zAYzJ1Zd^B#sPQcJV$B-e8T<$eL~%Dl@?p*PFo}XOxh|&{*Rh05Z}DCOj9%f1#_4jO
z%nA&GG8;y@ZX+pJ6u7Jrw|=|N1D{UoY+1lxk^3I~FO?KlJT1bKZy3Ne_>7ynZC`jD
zh=6F)<*4QosgeaBg$4gRy}z6s638k6E1T83%8{q_w){E}iSvIk3KuMqRlC9Q<Hovo
zk7b&Mv%f^gi6=tO!&%m?kGIwi*pr+S%qr$7BHqTQ)b2Ls<saPh==mLIjCy{}vhkt0
zoisLAM9jMuX#+R;*o99kj~H!don+Nz+lLH2WD0BeDmHQJbn62+!=W6W=P^!i$8xp9
z=PdvXd^n&tx3U_)@!LuOb9fx8ci#-g5m0lg2$l;_!ok6r{9&hz9OCDi=97W1borr`
zzD}3_0}ch>IQ*Be|5^qC8yjet==l*3@BV~aU7%gaq1`Hd{8Z*{dezHVBvC6eP>6Dm
z8EV5UelH^+Yivw@Y7e-%pmWN9&1n1;I-91pVHL9BKKG~HiyS@6mb#mLK_N>h|5Fb8
zAadoIswyg|RolN(zB@blGR<#h^!mOpB95=ihx%`OCJ?2@reP0XOrV@(N_jil2Anal
zvtz7|O6fC!je?$ePTTg#o`9@I0?0F9ZgPcuxabtWZtJiyGKv`*lEI^sM8CzEI}LyA
z85kIPf}voHIbgZSa5R8`@vXO!qFeq45Juyc*4ODm38*iG$VO3{y<rG2zKurRXlwRx
zY>&s>l9LXut44nA2hmTSoiva321g0D4htP{e~m~VF2YILwG*|#HRmkcAJ@+|$?V+3
zsn(hD-@ETC=PdoJt}yy;*qN-NrH^xTo>>V(XtJMyX7#fJh9H9e6<WVph?)Q3tYLFW
zya&3(YEC?#>B&+22V0|eVs=VOh%V`0nA)NfG-6&!gvu>@Ty|e`kKAlj?};<g(=P<H
z1G%nOYp*W^ICLL-7L9@uO!`B$NO-<{<oNP2@B}`L(jI*5e42eO{=bMiY>w}UwkQ|+
z86U7xVZDg^&yS75k2PawM>jRoN7qm{TRd_59w85v#g36d&9=0U_zO{7gs6d7V%3Q$
zOG#ILhtPpjRlRqTL2{%~9y()$n&n?e#Mf9NO$rED8o7oqaw$>|i?2H+Cc27<kPUTp
zV<)n~W<Y`p3YLgMHvta#eCKo&-7mLC3Aruf%U?TuuHN#XkNLu+D?dFXR8+8HV`H7=
zjK`>fP@2t|=_=ulza)~oVK@NsQ*_f)eLQ^cTuNkOon;t0u_3B`XI3cA7}HJ$iw+<6
z(~N3tDzonxyY-j7NP+-dsZSAi0X{smtbL+@y}dqKEH)cX%;PwfOQS0Uj=b-8vY<fa
zO1YN|0-*DYVe)>*maW1lGVxpi522u>4>#KC+w_Q`i1fDP7~d1Ek7lW^K)A<z^n+^+
zHSo7spFt@)0bl)|sbH>ABL0pZ?hqs(pXHBA9rpf`q?l5y(>_m?C%(aNE3<4ug}Y72
z-0X-67JvRppV2-X9#NsBaDB48IAv!v0%>!T8jpyG*uaaXK%~l4{=#q*spJ#PVblH#
zM){6|o4DlY6Jtb3sICk&|7XIAhqSaj#MTusO|@Cab`L^}vId?~f!v(@r59{|y*K+|
z6lF~Qw5wVD9}`U5Zmz$I9D~c)G%BX8F)upOKwc`__f0YE>~TFo6q=V7KLKS28Y6*l
z1Su=+>$<@@zlc;wS_359Okf0Iqlt>yC8wBRtk-ug_S~FdHQ+E+_D>4y`aARdtZE)_
z-B=(8O{Pz_(8KQj)z0O#61w7AXw~ON*7w|P#0bltodgU`zs<dJytRIbzheoqmB6DM
zBdIQy{aBm@><(KKiA*mhUk3fzty3PcuKI<Kf_w84A>a60%4TGbj!qw^A;1=X-XrK)
z-`CCbg9(zEEjp{$XPvVz;wi}`tEd3y%7AXRV3kO~0E;bx)XxDuY{^<)+F{lcOmI&^
z8_wtO&H=^%5)ld{?Q^h>uXj!)A`Rq0kL8s}!3{F8XN`}l5sJTuC6HLAU_KgugX!lA
z9!HQ^Zh)esN)FlMU*eB8y!K%Wo>C+vU-rk0!-nxLFYQwg41r5(%wmQ`Ks(`^Ve7^W
z!24Q(&5IC4&PzHxx*5Bkixe77yg=So@xn<|q*20@BuASGD;&uRR*j8s+8GMct3leO
z(YM)yl@IfDZThxXgFO{IY{iU@yb!soOyYpY`(X7>g;rS42l3Odwa~y><YHE2F-)T3
zhZC(0y&uyd=}<<r)WO39v_0+#gOsQ|i8p2#ftkccB^kt8-JmWh4H=58fxkO`Q;~zN
zW^+g=*_U;HVGEVGhLHl@8z7h(#`miLwiah#p$@<(oJqbr(tlWUZ`~-+NWaHlCbc7H
z-@f3Y%&LkXp$xlB9}RF_bOe!bZ+W&MSv94Hu1yu2M~sFJgd&U&yk3Q;XY<K;=Vs^}
zdt0wcKmE8?{|8HjD9)`eA|v5_&b9t+Tlp9X4#T)@!+YcBJ~J3oQQ;!cf~}<SD3Vfs
z6rnvdUrg?|<ovm*Lf${D0A8d9h08X|s_=8P<F#>&&6b+-^XZO+OJV?F+rkp|)IP6}
zuS;JfpiQ1iNG9|?Ml|2yi^>o4D6nSajUSu%v9;Ql>?(ppjL#2?K8T8;>2M>9R8-S9
z)T1M<9`S4?{~>?Mur|Jk23E}aQ|oG=&y3aly*tef-pI@k70uWducmz8a~Fo)QvXEg
z`Ap<Bf(qQ91hP*wq{Jmr<wF_kw~O4uv2r=m3MvfV9jd<gOD%+7I5y=yx!I`TJY@ph
zO+2Y1DnWOJSffhvn38yH`r(m#nb1E1g9{E_tSm8n>jfnZCgRcfIvU2Ja1Xf_4;I$l
z?|mqm^W2BGj-d43DZk41eBNG+xc;axy5<x<E39vC4PKo}l;8f76szf$6F#K~YpZ}X
zAL9O~(|uihXwXw*l?jD-++%<z-7wDiyH$U>==@Q@9(1I^=vyb)jQ5eY1Tw%p`xP1#
z2nW*gjb&#$yhuDCpNv=`4c6>0rXmu<9OHa4($j|ue!V5{!CB5tD7CuCwW<0C?-r$b
z{~13Z)|%f+({4RO;e`|&fb{efedX3U*)t&W{L`E40g5aXec@Y^i#@84XR4bJx#E@M
zr4hNYuKZD7zPNp;jB8n^Y{%s$7Uai)(o|8eA@T%Ad8J`Xrd`Z8cjz6z`A1PD;we+T
z8xDKyWhvyZnN`yNI_}cEOdfA%aKb4N=Q*+xeF!Gc)H<JgpO$mUPu)5_Zv7>HoW1<A
zyU6Nq32lYVe%X5VHw`l<IFm3EPCJ<lpS&BKAvOB*T}nsyYJC`u`-XYQSGaNS_Mv8v
z#?CiFBxVg;MuucJCpIhMRt5T#13oJe2~p;X;~au#@y9O_(g8Ht<x9gc#F?FN_K*2i
z7lJZQ3E?Pcs*Y7yn?6_jlU~@cSnn>G_b9tv$vnOCHtj2Bdu<}#-F^DwU~dn7+VJ7K
z@mVkVwtSgg^#iVusUI%;(iys4Q;I5K*t_Lc|9f<7vITqCvQjoGycRtpcQSg}IaMEV
z(i8Mw97`)+nMPOSiHQxTXb9f<HXrj~U}t?0h!bX&x-g>w!)+a@-9ib#%(l>AkE$em
ze#X`^iyxZ~O+N+Cg}zS{NPT|K{%}i|3DpWp60v#Lzdphogd5b%^-DNi6@9}No9!~V
zLR!PK2wq$xgz)ndO;ad>jw66h7l=cB4zxqi8c4cCP|;uxX?MxUfG+4@5o3XTA&f-2
zT+ggRK3(C>Y2882bCTBMF9{Uk!TN-r7-g9Jq)f0AjNbrJr<N=?LG2*L0tRPJ*tz-V
z2WRo|guVt?#<KlxH9=PJ<)th3tSTybV3et70pu>)s{T>Z*``{k;@Qw`*oaYg*PE=v
zST`2U?n~@?va4DG=2{()-$rZG>#DtvO(NQc8k5+Mqk84DF<3mR{#z*)`MWqOp&*kO
zDaw@Ag088@5BK7G)7G4YNKBLD;qCax6n43_mI!a6bOabB<?#187EI}HR(cv0urASe
zeZ3bmZAf<RLF?XR@N}&^yS-hCJzS!%n*1gK#ai46eF)wySzmv|N#+sXrj%p{92(iw
zn9FH9{$mPaHi@{l{-lrsv~hh@R|3-|!v0TK-J=HsZS;=xIUKZ(<1ctpvNQ5$OlQgv
zWN$7g7O;FkocLf((;fc%Yr)!uS=IO;hVHM_=b*{-^x|4Oo$_KEMsezJcH*4{>#|RP
z?L^Y$zll6)6(cVgOV8FGz@kv&Vy}d>iiDpPK2J`ZSl~@L?=C`_`<ttiq#}fE5p=}B
z6$kJp@01Zyb}*plFiN#o$cbZyW19xtEZOcskfv#|9<;-Qe$w&Tmf1pQge1E%M9L2z
zD7Tg>kP*>(LUp;2r`|HCb^R;`8mB5pI8PRW$JnlcTM;X%*GAPO>0KUw-A*TlsnQ4m
za@=nfYa3S~jqAvyMOzcDIDEQeYp%ruF1jcU;YuBSSN(gfUzyWV*Ayl=3HRSu(ADBy
zc<^FFQF=sDY@+b*&_PtxwYE#QZihq5hg$@oMXDt;vpJ$<nZ*($>PM}U4G2aG`5-f@
zn+(*3(`;l$HGt2YQMAo)G7>4Y#(r*0nMRc+VZ-C$2MQaJIT9{3r~);IBXiiU7h_X`
z%C_|g$JGB6V<K!Ad0?xmCJ-u+C*dm!OW~+!se59QO&1ovN!scj&Xvj!E(_uar0zr_
z!c?yhs9wQK0J&yz<FqrU^Yf&E2cI>0;nR%L-!lB>!ga^K+JXAtK;nE*NB3uQ>{LSv
zWn7QtgO_Yur8MHF>bsv4n35Bce_eP)qrJm7VE9&`d+5h8yoHBDrxc6C+B9gVn-b^F
zHUoW7TU?8AnBGz4(_OeUXBJm=lVf<hk_|%7h!7)9U^0X2-BPh&DbeV$Tv0(m$3mng
zawSNf1Ye%D>>0t*ov!bociK|&GF_d@HJLo31MI@l2Tf{OHKfMTFyNc9&FDdb4_4HL
zMEq*JC}(htx6-nhlE*!ALXuGHjTuqY%(Bsl<lpN#Sxd`en}1fVr^s*8Bl7@$d8X@!
z`g}mlNa5!S?4u<8bbEq4Z31~_Dq3_gOv*mE80lEvUMknmAYsZGF~xhh`!h|GX0rhV
z=JOzh8~#UR<nRY+R-1&JouM@--6QMDDm_O+LtULD_<CnvY$kpq+YEaGX@x=6E~rq7
zl9Wcs07}up*=J?PbR274+xu1SCD$ixOWb3)^?xCknj#o2J45Y3DrMVsdX7)sSwy$+
znIY!AGuBu}R@6|S>Cw+Y4(MWS_k>&+*szonr)gO<%Ugq1O8)t8Q@#WHHM3!PP`-TH
z73W0=@S6nVB}V4`lrkEm>F=a}(rGnO?9idlj6T^G-8<2FDshEUJTW#dT}*eNr5<g{
zC?am36D`B4I{J4bv0I~9-NT6rb%KLdRKBBjJvhSpJI>J|mk5C+Gm^8*2zJ{FZ5TtN
z9lCVgBp3R|24rPxzT*-n#XdiO1}W4l71%H?SUve{G^w`+IKqyl88|oIYQ2Ad(^gp|
zQ9rv!$2+MPoSxk}K&f&Ii<uoQ2N<QLvfo3a%wSF~)}2Su&WnDHqMg>8Hl({doFtLq
ztJS}%CO;t2Bz|zSLK{CIuwzTr;o5EtiMa*t;+!6;6R9VPf70@%NdG*iU`J6zW6IVU
z4)9)m*c_t$4!zhBe)Fq$A92TWD~r!QaOwL!z5!*h$s}Cf@YRFQYQ_aGE1u|Tmb_8F
zLhbVL!k0x#RvtVwg9Q>gh%gwMHmupN*bpby>+#>5Cb}Qq^?`X8Y6ZirG$C3vyGAw$
zM94-S^8*p6ccyqst=)rPcu4uq>FJ1Hh_T)Uy18c<UNm-_!hp^Qg>TsO`J(l%$2-Pn
z)E$Wocb>Yp3}V45MD8;$$KS2JMGFSLG_m@v$4%F_EXPa<<r9DR(}2{U;(aA+NtHXd
zo1H%+an9b{1=}%&WhT4gBrSyza0^aaNsD5JQi#*``il8V-TQQxh3T{XaJzpApug{$
z__js*STPOObS94_EbfLsy~A(ar5(&>Q6gf~eVLiTv1`o~YcY$Ls~S`bn|4i8@zMV|
zyYCcytO>l+(9;36u_MulbOi)@ty_WW+AD@?;SabL<ePeA_It$nYsaL=@YW87k%ZpV
zDKs&4;+LaV_(dI~TcZ@+a`{Krtz4%geFh#l(-9xsGTeecAW<jvj?pTd&DcG-M7Fxm
z4WW+1k$=Q#A>GHAVDgfC7c>F<55Cv^{Xd42jrcJdN&DB0VUp;-fsMaDYj)qnMe0xN
zsG%@|T@b$)Gy&FtGMZ3kP@=)DU)Kby_k`n^n6$)x>n<?l(j#-X2lijT3(if^dbNAx
zrtG?2HuKVqPG$-!fflhi8M<s+jD$BF7!SZQsf63KPxD(@=~<x!jpkn*4BWGn9b#h6
z{7@0r5cqL!V%Ox2)3qI`!u3fdz%10okbxe)R9BoRS&iyz+RRi&z+^@IgDGf*(9L8>
z6{$R~YtDqpous{=WCg=_@_k3a2-d=!Bs<;v!I6YcZUXoF*1A^-Dbq!_gJ!{+R&_+u
z2wI%S9O#N|@GrIB_`RlIV=Tjr<u*R_KM%zH&?$@+5@|}X{!_UR7eo`eyeI8$D7oy4
zW8bMCwNLB_bVI>B^$zJRDB8psMUeiCy=^c{ML!Zk>)ff&=rbB?p-GA>Q+i>HOS_Nq
z=%!a9B(>za<<=@-^P7Jj!sks!au(zWuar#qu867ka%Y^=|IT@?Mvnlse|?xd2=%9;
zi3z2E$02OmXgGj_nw~=1OtQEa5P30>2b3b!0E^}_0t+wuBXU&N`D|Vh7D2P3y7g4V
z^~>+Ah)v{+f5HgTDmD?(4?B`G0yk4B4m0&)(mlc?^xQ6*vjL7{V`Bi$gzzheUrpup
z4Hg0Fz59#b$$5eLFz|MgTZkLR8}Mr>XNE%S^zkQQrJ@98`1^7;xxJVa<`GQvkMM=$
zNezDRXY%z^jOWjB7JqkQ$RQo7J9PTcgCKE@oyk+Qup6)Qj(oEpZXz?}r4^Y*gk0u`
zk*M#AT3@Sm8mB8%sNWzL&~%jsbG3Fo^y|Z7H-~ldO$uy%ELW82+w#a%vA9LlTA`Ef
zl;E7=H;~OJDT%hIwatX9zF`wAFD*J#W})iKB<>vhsbhl#KT5C2!T_GhCsgY_oc}fh
zRP$Aq3&g_ee6MZ4uvRhmI>n(*F@Ei$LZlL)$wo~*NnLdKoL3S5F=a^f*UJ&eJ1^<c
zhH;H)X%e9!RS2Bo=PV<jdzkl)sMzF0QpneVTk83!gmyg^9-IHOX+gBDKHek?6O*`-
zQep)wJv{;~Ep0_bg{XLFkOOMmAavZ|<{S721zNJ_U9!if%+l!T6sfsAid(V7_!|Y6
zRN5Xl-EMQu+>cr5QhPAX7e#!4kd^+s=R(Mym)L*4u<C^uJ!%ozzFD`2W0G3-n}O1c
zMjZm0t8Jkm^W-oN#$L>M&JF2auY+4J-idNYlJh26(1&sFMEWPiK3a)}lwR^AqtZh{
z1EMk*sZHM7FQm0r)!3WzZAcMsHGZ{nrE5E*4sTANfZgx<D>O8;?s!r0AZDeNOO_m8
zX!o_AEbDgYc3Fd>@55v`4$<CuPo}(<vas_y#ozm;Ts}|KVFH#O#QYloUR9TiM2>@N
zX%lAGZzAkieMh?GM?%TMhg+?WvCx46^FEz66&Dw`ps5Kq0nWkyf-yZyYs7Jj4ts5u
z`{f7n)J1r=+{c9L3yHuzyUHWT!o#YHp<!*SlRhK3t*wnO;GwDF<ln)ptfFE@(_c`}
z_GlWX&2O41R{-1wm=PS#>!KxPWwuQD6P6NUVo>m?grG3W>Gn_aOX}8eldz}#!TmLh
zo?`iy^RuovG5;ItEIgS&I2v0kUPlNaAHC!F__)M!p+tz{=1rkQl%`x{9Bo!`?&K5<
z0%|Z@uLi73+7mB}xBg5QY3lfK59Nt@3~Zm<!>=~(9^tc}maMu3{zqi%s_Oxg+kQWX
zMEDs;{e*g*uocWY?M8jpt6N$5Y4I|GcW=>ef5pAcz`;y$RQ`~zvT`ul2j3A#Gp;Yj
zTwk94qQOfnIWBELz#xWmAGh5$lO@|{W#n5v93|_V{xE$mKFv+&#RK=$ZZVA@g5q93
zr@14-eZ1o&D2z0*q}N9`5nseZrlDE>O`-BZDavbs&LZo|=)g~rA-%>ugIvtv^#=9t
z7vhu7QX41u6Lr@F=Z=}H3`I&yOP4x)xPfht+Vk$P)91>P<byA6@a!QMfQWv2eLU+X
zN5CK(;GPl+TWJTX<`^Oa;5Gj+`aEwcqD>i$2)QS!F9+!qh#s=#HA(it@#iMB@9$#Z
z5W*4@9-}{YM{)HJNe1F$)ut6f@Y_vpfA6{c8|JJUn|QcBnyELF0k|YsAP!(Y-wuH4
z3m0g8u2PLm3IRmKV;jB}_=pA+1>P7(WuNjBKZ!gyNk@dhAdj<i_(P&>u_Zks)d~m0
zk5njsjeL8*#eqWRONw)=Gkqd#w8)P?6U3lU$SWzB%I6*QCtbUzPf@+R6d)QAbLi_Z
zJvy&-1=QQ91tV<`1z$GpT?AZFMjyr-S_bNHJ%OPM*E{;A9r68}>mb?z@suq6oBlrM
zvUAa!zQU26c^Y`@H0i`u$V%anzn`#O3?CyXs<@@Yy1$2#Y&1d;$)U#5@!*BD>0VgD
zI*gkXxRE9<T`WKP{`gG2)(bAEe)<x}SwI8$u_Oj{-ObKApxDILSF*wpO6nHN3eI6(
zF#yUHzf%W7=!E)59>k<D%2jd3@3l)i$k{SwjO1u`=*TWqbiLc|72j;6XNr%h95`xE
zlQsUA>XutSwPvT9`nubixi&A|7<{yIE{g3_BUM7WxOGB^3<lu9qt6thtx6`AcgMKv
zYc6pl(WED>2DN=Azq9JIp%y(eb!f%U)xaLrQD9}R=bF7E--)zX`rHf|aJ7$CSFTM+
zC#J&XnySTO6^yq@eXiAck9l{$Asa1;8Ln%d9;2zZ7GFo9<o+0_HFx%|-(UaHK=9Z5
z7o*R#$lL(jA1TJGMnbA%?#waynY>Hf=klklo5dDOH?It;wHW{xQECP>con{6@XbF<
z-A`t}-~@&M@Hf;B2I$sZuCO?)<svfa8%qd)F6;A8cyL@}l#PP}H7s<f62J4uTg+sv
zkUFOkIBfMZB#Y2<{{(@SeyipEK-ukx9>YX+D|Y1TUBquT2>yrSMMJqmm#CBOi{m^+
zUPr%p)nu@Va{*ptidDseErcE7=@gm`3^?zqeI5RjCl$COw5>G>BM@KJfLerU)}p#q
z3~5ceb$aCZ^IX!@T|3qwnQgqW@cILzKZpbd`er7U=U}qlGfD?Vt?YP`2pj7iu9=bq
z`}m{xDDUKKlZ1LRv%p*M*6J7=Kk&qXA<cCL62q*IA);S+to0OrKlIPKVzgdL2B_|t
zM#XgJ9h8sOo03TroUe|`oVy&LVY}Qzoa?g-mlDo}GSOUPC|or3VllUr(rNs+*0JI?
z;$g+^HqlEp-8zK@D`;!alnGefni(I)qd&wNyvAf?cj(6K|E<7x{+K2)#KJNTtNxz)
zKx)&+#p4;j4>qp;tB}fjPtF3!f8mkLl;HR%x$qgwE1P^FdT?=m28AhkR;gsl&JX~u
zb6Kl_(F78HUnuA}mWcP6@jZ51a)@0*Bri*6o;MHK3aKZz$+O22oc*b6c2cPyuraIn
zH&q=WV5y;DR~)xCBE-=1{zrJS&La&bT>UE4usK|Bk1!MHy|$SBfQ*ZJ2qLZ$9sI1H
zzd#v^>clG3QN40tNLlG7=2~_U!#D#W4J{#*9WE?2qB!SiR5~_!TU~|`W*1=_Spf;V
z!(+nB7E=eT!X|;vj`Xn`_18>O(@$*&YXS&u2uDyyE37ju+5h#?ac3wXHm*^NYr1~S
zZUNw7u&RGlkXrB6wQ*a3NoDG%P}^$M?d7Q7a)TkyCr(TXh%(h&x57cG#hS?qR!(@l
zywZ>EnpNdA#->4};y6`4*Y?5iYE_+(m)d2hnJ1p&5aYtVGCp5WJfWhAznVF|XvU%$
zj2pCJ6x9#s!7nN;VuvdH+JVXqqTuNTiRNU6%GmR{0dN-TVpDqR5fAhkvtt|weTu;X
zU4~irS1cA?WMgAZmC;Ul4q!`}G^tlp1&${2{=<!z_^mImxK)h{626B6l4^=g=<jfv
zif8A&zUjn4QbYJK2mkufi&0G5px|335|UY<{2fh)7U-p|+eW|Tk`!2(14$~Gi`~Vk
zvsmxwX-;O*+ia6fHL0H;@o;fZoYtAW+El)<Hd0fHs+;J*hop}v`Ml#epx&7xq|jy3
z%pmS{+q-y~C}N1g@kJiuJY`@s#B?y3=6nyZTR3AUdQEzNsPSpphUk6SUv1TNk8th3
z;xn>^Iy(>YUiI?8p~<fDb9P9Etw{NJv!#hk<AyP~i(9DNCim&RlnORI&_NlYOybx4
zsl)YAfDOwzR^12Vef}+h@S<1#jJTDm@#7tNHLAD!%N}_u`k?fOI7@y;lPt=wb=7PY
zQ;GxU6K?&3VN(eNbntygZ(~jbtRlJfZRs5Xz>Mm&79)b3i&~*Qqts%Q&217&B<dw2
zHxXknH9{>I5~m>rN7|0#33fV|JgW3O51Lqv;q3GE$%$`8h=J_bWuN-_DcQ?f7?=kg
zBr0AkX<oASb(Z{w`@2#GIqIPrNKUst<196Az=x*LnZe|pp|I{L#oYI9xZBFXqW5MV
z0GF2%b16sB2QcYm#s(O*<C*J7e<!mdMRr;rYhBI=j!G7_u9lI<VO7?OOxs-YsPXW#
zy$s@a+pvDh)d2$>9y;v0)wKk>n8S^m6Q~&)Ej7?Ku;S4BT`N00?fXLOw{$J-6Rx9g
zEuQ@x_L%L8|43r3aF4O7;}v(LwZ|l6G6A~|0cax%6FPVuzH8x#REAiZUN@}8*wKGS
zht_keq91E}hxYrqAsoHXoK&`LE`qp%K`1j$*u{WdzhHWgdJlAAqaM;4By55$vhH0^
zyGaEYQ}j>2h2UB?eq8_VV@+Hym3!FGSt&2g0cvTn65H@S->h9~sZn-ffmXa1;>4^c
z4nT^=L?jWHe;12HMW*c7W<q^l=gh2Euk9g#UB?nvBHHF(WZt&HC(OnIc-K&dT0&*V
zDnHG#JIjggkPqE3EfX;DF?p72){HY!!!Yo7zrJYc!(wywF*A!{ijB6A_bm?v6@Ks=
znY9$PSNFGkM;0|vY_X_yt3?-SF+)KO#Yf#KoXY<MDPFm}WCF4@w*)7Yg~2k{G)Mdj
zod07L^VagA(AnS?rto>%zjG$RXgN4l9XXK%xWomvd5Z`JAr~jZiZNK&?`TmC!h<4@
zG)He*h`2!upzT}a7VF=0ZGBfRMw7}1!ns3|(wQ9nT&So4`I!dfbM!J2A9J`BMJsFZ
zN$`X#p=*=1M2qD$QTASAz65hJI<Fy$jwuQmGvcv7&Si!&zB6DF=|dd<_W6J?BrK=3
zmDnn6To0hG(2Q<RJ~V$Z>7Ua2)tjXCf{_0QA!Z@B>l>!GDMIopg*}(SI*d74*B-{y
z@ULC1BCDNOz;hdeB46{*G+n|Xz}^Jf_|^d*9(2o!?RGvseK6&(t<E{nnUHkWtzziJ
z0a-amubi62d|&1?b*-TK7ICE?U=GtG9i$o!>;`G?`dkU3ALoitF;(lsY?_kV0NRz_
z2eba}!z4{hpNp_sQ>~#UU2-bU!j=}5C{5<%<N4XL5Xvq38MSTzuE*xz*(FME*oN9O
zm(SnBxJQC%E7|1Nn?*UWa<W|YVhEkrN$NQrDx;eoM8$oZN<qMo_;0e6(J7m9rR7fQ
zD>kM*JM!w=E6rd_CP<9^5fS8p3U1u5aoSd=;p$|HS%A)AS8H(}y>dVelT49F_Zp%1
z|8tuy#XFS%MoFd4OV1_@eZ$8{=hr)zy4t=AI-Y%v;y3#qK4&3^DQREiX5q%OuN@>s
z4IM~ki+u8M$TiPsQlT#SRry_lIj8JYXD$K>cErb+b@hDiM!F4RR=5HeO|I3}`VT~N
zO8@)>Sz2ZW0dF6yPL`qiZ8l12N*>oSKG?OG?tuQNctyRu38!mT2^A*3qbSen&ux2@
z27bs6U2R#ZDWa<5CiEI{QTL8?_@}GOfW2md7z#wix}}xH#_$GAq;W+&GMM?w#N1`B
zv`u6iM<aI9*Ve+C0*P%PU|!#Fmd)y?fW`^PvZR8AroXrf5ZpF>e}E%~iP;%1X`x$%
zoSA+2e&^)H@yKu=BQ8Ngw+PCUnO>WmUr#h*{BK}eU!*z$K?#@=PRDT*WV920!Q4$T
zbn7|Gz|D{P7B%5BO7+!D>#qnY;CA+h#6&j-e@mTG^k)W(->+m;Pr#G@#?DnS6+iN(
zK?9383Lgm3c{^{r;a~${A5?oB+hbEJkB>!Wc1OJAXdu9lC%>K76&#H=IXUwEORWLY
znrKST2g(eJ3ia6N{iZu~u1Vufl3w1z_mFU8AgUFWi%^8Df5}KybM*hIRZNU2HUL&t
z8(2NM`dFzr&CS(f#j`-r?We%w8!pSpPPIc9>f`8maE#h!1%(WUk#gu}xxfJZ2-y!%
z9NvEOEpdPL71OgaQrGW~qd&XiJT$3$G(cn(ui{w2DUY==bmcok=Ee-TLXrRugkbLP
zxXs3!mgFh%6HRP@?G!c#BuV=oaEnDl4M#y!F;_Ct`;W2-67K25Eg8`}Ho8pexKau$
z-dhP(UP5*YEC40y+iIe6sGdPeSN-Q}REp1|RO4??>f3g%M1q!zO8Ssb-0iRhaqZ_i
zUsWpYiYs7Eol#viyKr{KWyM2|P0uC|dcta1^<~D!#t!v@=WtpT0tk0NjzQ<0^`md>
z7ZiQAdvHMx?g1|>7PYK?ym*{woWMceREjG@ZAL0cA9?jtDxa34BrrBAmu)WjIH=y|
zBs*<LaDzUMFK4eWpXwVfPg>R@Sun9kl3a_`@R29e4k9T`316MfMSUj9t5Q>qQ4QK+
zZfzK0vokMEf6H*N=7`R0GE6DTG6-;Iu^GhbHrq0;9-MW*Ci-3<!kx*6!=DNL@n~>T
z6dptUM1UYR0F7QrfEFT7&9X|!IIgIH4L9`Ilpam7m7M>sEuHAp#KN0Q=#wzGus{~C
z^WpHD#>u~`Z?(vBgyQHIX!WfS<b6<f&g7<6O$ZAZ77OKE=m{0}V>&CC7hQSRnL-L!
zh`yvKtyTe{47NX`@hAU1K!S@Oy%-o?nrpirY&(D_YIphb+w<z3qv3M7?S9<e+v~UI
zE!Jys)Nc25=y^HodSugWvJMFkhXo`B8!_~Gq81jVmX`xCrwYoeen$SB=WkfzlGOI%
zMl(c`Nw<n=^kDOYM7<baGx;1cUfbCia)6`v<=dcIc@#@0od2=PFLYY#lKu2a24Ia{
z{I&aT0%%$&>EC@72@(eAW8sWyWyV`W32zB7JQ`6rx7DQVO+MI(EYI(h|Kk@fxOUHz
zzT-cQoIx-CLa$F(l%yhtGwp%R)#{Dz2;>%#{%`3a785}=+vTikjHTJR64yCaJOwgB
zl{6o61osJgA`6(Z=<ZjJpcflJ#S9Naz}S4gU6bkby?!Gj6>EJr92ptuNv4!IpA<Z+
z5V(tf$IaogDH%^LLRO>KG6bM_$)7(*^SkZJ-WWC8;sNs-F;gr<Eh0h=gMdB&tQWGm
zziKP{!}cJ|^@MS)FO+YK8n)((#7hF##t={j(rVt!xo~Jxk)gSQ@Vz>X<n_j+4O4qU
z4#RD4&z_$AKYr$b0$61r5Q&gCrrYkXUI36t0vLl^2j%&iP2}I^V*yT@F~H=?<IS{q
zL;R`@J9S;N^FH`(zDZ}^BrUZD?VIbpVcK=ZP^UkS*#2y3v)}{2{{SRVk7c8cK<Dmi
z`T1+r=A_=(RgQK3;D{(b8#MaCS&#lB@;{N)Bb{BosNFT5uhsw*_Wu3kU$@WSlPu%!
zOf*&lNt_}4lMm^>&dZL8S2`oHJxj}iD+%Ee5vfNdfqr4@+!%DVlNf7mU)wyH{-NYy
zHs2S0szE5*hPCHE2|*0dGO^9Bo(+mw80`0sI$ABX45A$TLCWt63y`t$x`F8~0E9DD
zBuP`bf(U?=DJO?S#ZO5I-ScdfwQU06=DM6h`1L*JHP(H|JljbD>TXbvP38X|zSqC?
zY^bbUFd8V``qJ&ZL50tvy>4^1>ngAB@e4hyU?uLIj$)qJRaib%T6b`f8okuA7C{q{
z6%_~2Q<eNrAi{NenNRjRL}uhh82yR+#tS~f_pdBx1?X;2*==;*tk8=!VK5IDqa()h
zQYR?0XTegNcf)G=0}`~eP$2woJZxvIt8PDe8@>vKjU!zvGhTf_Maz#G4SZKhoCwWF
zgmurdhhC6z<YqDI^XU<YSD?scwrZ|Bi#s~>U5p0DCJ2oDH&iU&gk^8Ddid@8&_E21
z%T9(?AHbkolfz?VVHr63-kpdc@`MS{_xfL+A1{{7k~YX+?+^@q4`@dn0FhlhK)CbC
zRFIcX&dQ1c6k1d~JQ`~E0Md$#jLc!&19BKLOS|fhk4M$#cdsaK^PVjR1y35(N<L?5
zjoAy~X0I*>|N2ckGCC?|)q8W1xV!aHR(z}agCH-TQB$DHzaDaZD^SnBz|MNxd(|mE
zksrRC=;xE_L;$dk+WwJbcxx)5hC{MNY0i+on_pJ}0!GFc1Zim%kH#0exI3i?mz#Zh
z3DbLlPUIIUr=y1=2(F2|A>=xK*hel)c3u&LaI?!RS3}~7!RTm2?|a;)K18*jb+wN{
zTUlC)m(Okh@MzJ^Z22c@Fj&hqJIl})$!o=f;Ej<A5(P|zGQhO<JL@E1?>G-NAN5Te
z1xgCri;f(GeV+XbzH2Pw(Ko|CiwaSt)z-IKhr&EY)mISroMgQVT^7)XJWi0GZBh+r
z2}*|evA5U=oC{`;Xp_FrB9RfJ5@+p6SLe?Pi1mrKlw%~_5!=-a>r8av`lSZkZA9&_
zb_$j$<;ET#+oO^TlK|}-22ekV*db1$gg1#^CX3Fd%@!ZJLMDqCz^<ifVPt2&RWo+4
z-4FeWi#5<n5?-3lpPvT;<soxmN`CC=^EpA5sJQ0(GDIDrFOSrwE8nN9J<k+l^pR2)
zW4$YAR{NXyg@y;9X4?YR!%(GKd7bNyJSwRGuH9noAV4cm2AHfS{gEbrn{2Akg#pmf
z|8kW6?&)f(-fodi=)4Dpftk4<5V=8t%!cBz_(?E;R+9((!|Hl@up<$0M+Bfq?}O4T
z4xmnxl&VI0F~1Bj0@v>u_1mx+04|~_^ldY7{c*oWaEgx)_L`UJtKR^1pPulRO7xcC
zvGDKkZDq($54$GE6(S6wbC6P=P|Vw!1stL<KAV1Yd7iKQMWA#7QADHF)aFi>ku*R=
zt!>>zX3=k*-ZJ<9x37}ou{lU!1l!NyeKAPj@+PgburL7#{N5+ci{kf0E^&`1pH6qT
zdP@%$X};l$4RD>>fmQ!ReG7$*r%nIHIrDKe#Z%J8TJ?CPWBwwb&J4Di%<27Is_<cQ
z5U?{5y~d)qrz<nxjYQ_5g`Up)y@5%jUBtu3kByi=;<OmU1ze8QwM!MwX^V&^!QI{!
z#Czl|RDxpOaKrgF(kWD5JuR<<0dc1Ar?mLsnX@EfWr_ss;4lo~=)OL2z)>Oic9I#i
zdk#*3*Wv*oRiV{X9!IuC!wz;KWy6nXR`z(+@r1`AiA>_qXe89r+XO;2<aq2rk%n2-
zK2LxY3RmB}!ow<+Nvy%3>B#HwH#~(}rU+2;?azPHT5=u0WP@g)A<NG$m{qN|(|Ys8
z+C4p&puJpAS&q9$WH!H_?847Sn5QSRe5S6YbcDgkF4;N77YjI98$V`d?bN(6R~uJ^
z)3)7;(Fey8^cRe&KEf)?3eBp1#H6>4d<!ZRIBM-Ky1Eoq_Dl^RK^{2W!f1B%8|2i>
z(z@?Owu?#=2~e6S-WsZ;{AtW=ka9eM2{-qP$m>&MRnzdBd=$`yo+nCzI_SaFcfVXZ
zdJ6gKT(@Ta{fB0R_{q09N@K6K*HG)u&+w*HWR84LaO!L*tkaS-ue2$l_q}TKW(B`r
zuvIRBK%D#07}(e}J7$+1+tC09F|r07bh3slNrzV344jIi5SShyTLQa=!Jjkcy=p8f
z^A(Gt(zzxUy-4!8vWUTY|6x5OIpZT*Y*{IwnrwC1qTzm)SJBbYp)Ev=#>FmlY&e~U
z`)95%3>HfbQUNrW1NhZPrj}+O+fu}p+OR%F&BB0L5YJw>l}WIH@Uz}*xa#i#sTZWs
zXQhlNDqh^R5^{J?@^mtl-I`4iy}t$U2Bz4^0tmm@U}{!ePs4yeBA)&ciU^GgrP|qT
zoDxQ9Aqgk{jU3}AkF4w*M)MXZ;G#}Jq4o@kNqc0bv>_m|3~eJ|(}nN)0udCFDx4W!
zh<L-rzLfs$ixJ@eP^r}&L-)(_tQp@x@xSRh$7JJ*)fsUqzV>5E3P`MPH<L*guA?s^
z5ZUoeTMsgIaOfg01s1`^dFDi_s4vh))18gF6?b~WidC2`$0+2D411rqrL=b<T9jX+
zY=}F*?v3uz;qL#6*Py9pjhf1$6dWY3H0Fh8em!N%L5j*u1rR%E)Q;J)dP`u8PB#kT
zV1f!;WwZl(9o`5V8q+#N#fY;`<%Otn6`<n`?dIF~7PYz-IzXjE2up+5N1p9p!qCsb
z(f@^=<%T5onLMXDzBIV>5(TTrZ<g0}XA<N6LX|R)E^jv4qM;uvAay2S^FbsK+G~bD
z3XMWZciUZFjXt<c#jdU@iDeK^O*RoEQy_8%eS|X{hf0*Sa<k$`!G4Dlyfp4+X7yCl
z(-6V!q0YyBjCgvIP(8WFst8pjF>n1272ba3Cy#yuCbT#0E`C6Ahs3Er?zX!G=7!ZE
z>fUQyUY5QC!>z8teN$v=K+zyZ^I5ML8v#IO$m6vO6dCOj0M>tgha+}EiENeF^%tML
zTrbm`<3Ah85tuzLx(}ntK)swQVxBVK<R__wf)6)g07p>Ui0e#pm|ZnD$Jhhc{~<Vj
z9{8IYFsRXc5JHTvP5P2@+0dFWq>C4eV)e6r`Q$UV75dBF7KZyN<Q<^nExP8m{5Act
z^(*R>jj_YU9pt~a435U(jbvHx>8nlXqjrUOjVKHkk(Nt2_~tg{^fj=j`_cN72pK_n
zZ^>Be%F|Y5WS=az6a%GEP;jT;ZR`SPiH<FNc|<<y8`~k;EUO+;S6gXGhU)GrXI?b$
zL5n9+Ww=PM_%Gp0FS5InK1y?1d}=`0d=qt3$W^X3<&HES@W@hytVjv;J_1Et?At-n
zH_L|WY8&@wUB5p>%CezBARwi$!ph~-+0cJ#RFtKxl=^+lzne}Q#V%SBBUS4_I8$#u
zL#3{+4#JFL!_kn5yD+bKf)<k`kscbJIB~<dby|nMH~R(BsBs2pc=8owHCKC6TR<)$
z1t=Xj-_#!h9>^f)+ZC^^QTqHj{hqI}9JoT}fLYU6!viR|#^!8%EmMjekChyuRqGee
zil*6ttbiWi%?!>LUk~7X0@U~GK(GmDwf{9G5%D0S5U|auw|<SM%j6i!E&Tju7#;3x
zRY5A+csWlj{W4p}xcT_NCabt<(*a7%0F59VaQtz9vw7?yfsX)K(`hS4EmGj-lv@KV
zCO+3p;#(flGoDbw1`0`7qhSYCn)$*97FK3v936XzeycMSoti!W=pc6voiO-KCYd55
z-L|nZqk2(8f_Mc<o>IJ<J{bIg@HJC4>Tu?8r5)ULw}~>v)z7ichwjw<%=>ViHfb$a
z5j8Wg7g<z_NcEeec06IvN9cA%^J!}_cXEet(ybUdGWAXhy3@%8km;%y`syA6$;(jl
zqG24M+32@z-uz;f*9$1aoHzR5s`cBrNVpbc-;cU&)gmjsO(`LI7Ix#w0Ih%LDIsWm
z><M+w>yv^8{Ww}DUj$nB*hLAXLj2mg8Ti-%;AaOlv<xDE?-~?TSEB;4I`x|)drS5t
zhKOS53fEZx7*(=lgAaW<(Ws9Y#nbOESzgO%nupLTY3#dRv;IOUIuCK|H5<l;)Jlow
z9eB|1-@kz`DzIC#qEH4ePP<CXs={LN6Q1AsuBhZNH+%m*CONAlAUNy7sqS%gJGXx)
zAf=Ld7@xmGH^~~9B7JRreK3pgR(gGTy85IJgo+Y$(7M2i2P|-Sno&#Mz?F!7*vdvw
z=YydK^9}#E(BbweH0tQhjr~DJdqRH}a2BgBzFO@|g{I@1%BlPHg&5EPefT{)>oTvQ
zwE+Yyl0aR4Y<#?*(kvl-kqV6Vww>xO&pQ-9x9l=>t-1Hj?xMr(`Ip%vd*$E!i?#}<
z96dQK`+pdF%c!cl@a=aKQj*ds(kTcio0e4RF6kEOZt0Tl?(UWpkZus9yIVR1&fL%c
zec$npan6V1r^hjT_TFo)x#pbrbzj$SN+`tahs)BdS~+DhevhF!4cY%v3~B)!?^@oQ
zX2*jni#ZNF0)ln$oREfUj7BEVFj%<Jfv1>?Dy{7>-PfSA%V5XmB<)6jQ`ODF_OarX
z!^20pxYre*l*!x8ilJ(u)G{9hxgj<utHKrw4H%yrEIOylKS#&J_zHU7nK6D2ml#6t
z*|ZnMj`o9N+cO*D_|u)8gk!=Gkwf{1%uo2A%eD)N#anRI5|I?)fL+jOP@N^0DcA^f
zgwsX)v24%#t2ki=Q7FvxJ8LpiIcw64oEYsLdPL4Yf-%RrY7tM=S<&%vN%CUS634Q)
zr%ALLyLlrBOLqvoi{|1ae+EZjS*qb-Y4B+RjoT?-ZNUBfWWqvM5=bzic>IMikp2Ug
z?|9m+Gi3mrqC8xhE|cb;A_rWnw;tim!_V4Be%}m5$FN&yt>Z@b#^v(2xz>pnH&lJ9
z7av0ErJ((^9vfBS`|WP8uu8K$3FOr{I5{V3P32%hf_kfqE!3zi`i7VK&dzu%sMC2}
z)yfR)ajDP_syYx;H+d1(pI*IPydycT77RIOwff$`@Q1)tk(K{T+e)q0ZX=c3ukKf1
z_JdVa-ySZL-WVdivzYY;q5+IN;R4nKcBB3%n|^g_+aTY}&9C|y+FH{F`MDUQR021$
zTCY;$K=+F3c^?nF(ckc=y?|T~%*Rz;gtAxjIm(~IcnLn=^k!^f-ts8K(LKrwusQ-r
zhn&AMFibfeFNR!PIKT=HHC<0f*hMrBu|d<ZdbmZA)r})ODr8weAV*AWjSO?wsG?<m
zlTX+xVXZ66RBUv|`8pd7VlH342=q8=PEK5~3c!lZi67Rwb)ZBbtNCLF4Qj!}*l_0D
z?4+D4S}in8^X%UN>zPz&NW5op@HKi5Br4gWyGfB*b6YVZ)kc53dKEF2Spq?0U@A+q
zX|CCk8B`y*m>MW>$MQBAregHa)w)F+NvbS$*f=p8Z;<7frP@2F;MEE*&1fM2xgHv&
z{yDK=%3Y1q@8#BtLR9P}ABM_j(*)cJ+^-JdAa!OF@L<<AFR9uEZsqw2w;^)M2%+!<
zm;~^Nbi6c~md_U<-U?&CiXy)~S7zyAH`ofil-mD*C~`Tc0p500T)HgTbl%;`Lae)s
zJwNbftsl4iEjW8lvVPUH)^WFl?#fOyuIXc+ypY|f*~<Jv>|e)utHm5{GX-k?iSLKH
zsschBGB8;4KE=Y`$$w`<Y+z$5VQc#a7WQQM+<-18cxwcE5GNHP9w6|IiD4cx&C{`-
zNxguy6vQ`%AqAU48OTf%fytnKDKHrCiEQuE)VRc_Qk6zQfc0|8d1Y<Ex?LPNHUum|
zNi8lS0&mrJsp@et@j-J?&CnJlC*OlpWjl|Ss;8`@DNLjjm5S*E6WJjwYz%|g3MIh7
zYEx#@lq*KGnnbzO7m!l=2Tn6z42+I~h%Lq%k9A#~b?a7$6hX1fKRs<sGiCfVN-A{v
z%p$q(hZ|xels$*6(kXg*RQa%>0RzD(6-eW#JXI7GbpW#p5WKKt0!jxOIq}ZXH_CCg
zer2DSo~wJ*6)A~h`y03fwc3daa{C+jUweTiDqw%Y4J^gg20ds~mAWrs8@Y<MD@`CM
z>i;QGarxVJt^Az*|3iH2>FIIV%?^?;lqFA+rsJ|+CIjV!yyv2N(8i({$KznQwOJ#X
zTie&^=w&=qDu(!X$nVISf~B_JSqQ2ge(J-1fm!P0i}RLntu2!*R3&?UrvTJpv+du6
z02d|*{3jg5s{O%f(YBBL<HwKk^_92hJBGjWJ|(^VN&tpLAc#p5`XOQb0uoGAdiv4K
zig~>O2(k8$j`jjj&37RDt@TG!10hrG{;dIpTn1^?D`sxq#H~OMJX|rG<692_)kC2j
zjmMjcQKDHo?z;46NeMvV&L;Db0;vV%Y{{lupzNIjPEQ9|Y*W5gbP8NAD&_l)CA~qw
zrI&@FXW$^UCL_PVf*uI;#?_{sjPnB_(@`?m2BB27+_y8n{Ed)MyCg?9(=mFF9+426
zD{|!_jj8$|n8GD-nBGB7?ysn3$@m4eZL$BZEaO~qzQF(c_2`l6g6>H!XAlKnKeSfK
z&tPjC47Hvjh1{s9D2QLDH!-KlYWa`lUrKTU_`iM1RheP)*g!13`@DLBI8be?fxB?P
z((Cco6gD!j1TL`u%Q%C=9Q@toYR*(Z6;1bl0@(;wus}AD96L>7E9Oa=jvu~M>$Ygi
zdv)%JM<V3z5|Qn+5)qxGe48=L*@EJpO<mYN>QAEntJ*_^tj<~gFgR`;&AIe(AQYf}
z5?ON>n7*)$pt0qiewVt#Upsg7KCPd;!dA6b2$bA_!Q>NyOK$+e_2YXEpwGa40y6GF
zWs5-S#l#HiVmo63mc<t5zX^-mKped}9}@zP-dV5H_Ze(ZP<WgO1K%R7-d8;aLdsn|
zn@%fHNXXzy_mn*Nv*nq_--w(Jr#uTy<6-v7-RxjG<Freg3m||Hjq0#I#MBX)QbFIE
zrd`_nls)n7PDY1NAj@T(w**Qc&c@;ZHJTSGX2x)YcxM-v&Cs$2->~YyzVqd?sy(F~
zrbx{?3e&eZbD{C60`6COkN<8do)5&z35F!<dJzM~BKjf{6`8E>6(1idXnMSH;3emE
zJ`Mw;WHsG+Ia<Z)|5NT$S;(;lg%gl)h}iYKP3KvZA1?<hy*ph?M@9$WB-;+i^uS(u
zJnJ6XIsr+8q_ESEzZZUT5gxLo+bsUF(Q0>O)M|MnHsusNBust9MNl=P*D-G0O==Od
zGJ|lZYc#_{)V6z9{$+zqX5FfcjSvn*#*op80HH)ojUvGRYueKPXn1jniQnVkawkw~
z=fc3oEh;V*EbsvSlqTq@IpuYC@nv&clJE3Su@W+ppD@=mFefnM;p2Cj*Z*ROM(!};
z=rrQEttUkftV&;;KU}!oP8!2o3yuuAhh`R=J@M8m4Y7$+#cZsJsD6Te6a6J6Lu{%G
zI?yE5qxX~YeVN`8hU_aY2ozDXYBIz->XcT!yloUw3z&Ki?0H7FTm0W0VYmKXaZCOm
z5ZI}Bc;;#?ek{CkKGp&dC%1VD&kF_ddyfAj-}wUl1>Q!}1SomFK`*`3?NW8x-1I@z
zAMCu#hBSao-BzSj7?EdyJJv{@=H+zpUPl6XqFI+r;I!4(^JJR~64xC`S=Xz<#{}I;
zLf7i^@^2^q0SCdfan##?P<IKSF2Q1XzSy#O%QK3XYL=_s^kqB?PViRjpGj<L>UXed
z{ariE9%itGWHVh%0_aoC4tu^Zy&tR?;u;#s^ls+ENpFhODk+v-HZUL^2w42ySb{eY
z5UeJmaNWd#fvo`StGUFm_xW)%7nwSH*o~=TN_V7j`T}FwD_LxR5hz6znts&@QW8<+
zBsDTQOY0BQXVOG7oI?NLU;IH%5a|#VuC}wkInf`%5;UJ;fGx|gy)-O9-h;2ExArT5
zf_?)4x7=8`ATaG&{5!#aoum7!BZW#G0sgC5L)awoHj#C{ssi>Cyz##t-X;$yrrvbA
zl=#MiV!2N2b!R3yi+}7Yf7kkPDGA(An<a~s^(rEcl`{S5WD4xgJCT%BRgG7ce~6^G
z0TXE#i^|1-6gPanEHg$|@Cr`+C|?b)vx*Ing!~iwwG}X5x?>^}U|m@5D_HGH(ggRv
zzp5ajrJpPAs4LD~OLS^6?9vRq>THgAQjk#g9Vd`2&`Dj|Nf>;?;s7rd&LKw*Aa$VW
zS{+(Sf!9^#H8>(VQ>R?_{JIV=UY8QZG8%LM>laT1heCRbNQY2!BtVD0Z2h&<z>S;~
zZBpD4<r0_xV1imUV@;14u}y1-;s)uONFdk-pnz^L({aga*{BlrAVO{#FAH<sP0>Zm
zt;ZjImIZg!KkpC~lva&_XcdSr&UvS4^|9qua6fiU_yypm0ghGJ%A!5Ex1}t2a6VfS
zJG%SJ&KgLn>Nc@Ec+BFY5nA1Gna&UhW;>7c1o))bRp{-!0+~8w^fFDC))b~3y#PCU
z*c1;0ErXc~?F?7bK>f5&<wQuB$SPUWh|aXu372e+f1SJH0`ZOPwt0g3km-pk9~zVt
zgnWyN`)?Od^g2TDh&Uo}#kjzB0oK3*_<=qken!W}A_UgZ1tKTfbye}QmyM0(jl)wb
zn?NICrFrRkdUJa+#!O$UQStSZ*+}^o5ub1*kY?zwt+t_sXKn=^CnDnD0Ld2S#s#Z!
z5Qqc>ic<UvzaNQ;K50@&s#c`m?X&%9OE&0onV5c~=TL~<Koh+G-GTwy*HVz5b|N^4
z0o(W*$y;)^UCn>31|^G4zX*zL8*xq9D4V7v<FOed<dqyDfp!V{7e3#j>3)!w7MxT>
zD~v(~L*P$BD)8Up0cb%FP@X0lEI+qfG=T!8&E(e~<uWHsdbT)tx0xx$;CgZY2}QdJ
z^3EzAh7Xv+H?MHfMtyKTNZqz3#VOBsF%bx3%Yy4DRjceBjAuRtqxHU=I>^BC#^6%l
zsL^h+iWfDLG+-BGs3W4{Ne81vv48dl`uhDBd4f|;MTEV$i$GO^I_~2^BXA$04RSGd
zMl(8PngNfBW$5mHkwL7HypQ?G(v6<%*Ncr<bt@0_bk?sTyzhjSO*ch4W2M~`nsAqQ
z2)<$soQG4Q)E9Y~X9#_xkmEn~FSO&%77&p8wso6k`-T26WG<(yP;vsbF#m9HWbNAc
zuL$lH9!Zty#KK+T{>BS2e#OyLUuV0{A!#Y&Ia$hBMjTdzj&FxE@DRb8$vOdHF?g^s
z4(DDD{!axW_!TgruzjnQFpt;z3YDBCGb_`WcezQispggRIz8dis{l;jAHT5+Yf-3{
zq1`+1kb(uPUa1D#97oez<%t^hu@Nbkj&oP3!9UPpSKWUN1=<^jhA$(TnT5JJD*UDm
za1memn43m`9i1WQh^ki`JOjMFogMjqySb6(bXp@lrSj~rpKWoxuuYajtmI@`eqL(0
zwo1H9L=gcYR`JwFw9e<pU!pNbDf`O%1$PDAxYgQ<{^d}y)ZUMC7AqotZ1s!i+T^z#
zbdBY9uY(LISU|DHVuy>kCiihdabRFTy}^Pwf%P+;W*<8`Bey1{3$u|r`C$1nV?HVG
zv{F4YX4&M6++XlrD0n0h|3X4Yd@~#~4%2iK^uH}mDv}Z9(V^);iEQhpu9Wh3>1SVa
z$G<RmAx0ygzj(qQ3Hk@HqU_bHS6Uo6@BzLPdsUyJ-azSPmPRJX({W0+0-t^178`j#
z23gIgPVrb+9K^s<O|yez`5im_KEOWtJo$D^R^@mGWG#1#&YIR-DMnJ>cAakYb<twM
zRc|4dVV3W^?A%|L@%9;9lNP1$bBk;R!mEX(_}({vjY;1xoVqW*sn`{zSdV+opNm_l
zXA^Ib<Y-D?R}mXZ{6i<Zeinc&vIgzCYFJW$%mpO4T#Z_jwU`iWS*bU?=$47!b!5Kg
z$}Dlwko*~;X<i}w1I6R?t+FKtzZ#>H{FlIENiRe7$$KA{a_k6uIsNK&-#YYz(^@!h
zijf)!#BX7`bG5<o7ZtZK_G3{*g4_8B_vyu?oFSO&)}n$SVsmokWC#G{`A1;s^xwGZ
zzVlY~Vo`F!3kGf`R&hj}%Btf;G}Rr#eO4jXo?w=@dPG_b*LVH2L_KhXz-xo_2eSwC
zyo6m{d3YUmA-NN~JMQ*C>KgGcEk>zDO<X7;DDQ46!7lw&#ei-v^H%Bin;etXj06K>
z@|bYpQTNdU`C+tJ3l5e;-!x@(6*&6fB2ewRf<mW@66w|EO@Q4PTkd3#s#|9`pJ<8J
z?>CG@_;X>XInA)oP)8c6i4{BW@U&VKwBRS2cst0+`<|V(M}AG(HyEuXGY!l+7(rzI
zkOZ6{U$tjHL~V-%xnESoAu6!yYXj@ypAbm~$cstE6DICoM#*~WCoIpMDWnB>%5lV$
zi()jgYHD7nma0r8q@*xSrplvHM?9<i{gXc-6<f6P(~no?XvYT;#u{>5an9*j@IeN;
znWSrPOF=9e_T82R0C);(gGHyOhv((d7#SG_KL(dj1CPA;)_)5a`j4$ZQ}t-2cAIok
z=QZgF{SLG^Qp_^-|MWAlXW;dRMJGT92p85#l%~TKe7I1OPUpo3SWqC1dEj6Ye<d^6
zDloUd@<4I5^3UEim1MF#vG@{iL>cVjZJU0Lluq$evh5p()b(Yz_aD?jR_|wsGi3@N
z1cB^|p{(oL{_pI$;J*{mMTbclfX~?l0;rD1sd($--N6m$mizwoMhQKUn6Hu5jKAt}
zKU?$%)*bIY(ermIpOAcmkr&zUdC8d-PXZ1WPcptR_Rg&=VImEnF0*vk$HdL}0%tWJ
zn5_w4YrO|X6gcR^*Tw7=HEl=y1UB7@a)&<w&&D8=nh^Y+PJn(O%Kp5iAuXR=H<pN~
z3=c^<vmbo7>gvGoc~65Z?{j2m%(+U852Zmyt$Wmf7CdD4g17w(<25gvNRWYkpaB5}
zXRN@`KtYLiJEE|Ep!rq-49*I`q>wDIR^4o;T0@|$ynB0lDQIe}&?aK_d+V$^6qk1U
z@nhrfy13kVTPk}e0}RLzE?s_!Ii!1n`?qa-NjkK|C{)vHJLqQ~)1<LJaavEZ@CWpu
z)6*qVNeJG}@jnN<OLUA<?tpNH5^BC>^6%z!w#N851Xf~pflY<}yVO%4g0F%N@w8S)
z<IbYsU(;vPxEnuL_%kC<=ickg*nFfN8yNADS*m_p!+|a4ug~<_O|WqD9g^LA$D3VN
zGLr-MdDozk`{eVxMU>opBFOF~RQ?C`xB<iXcJB!q*k;m%S{8tXT?}Rl0^j8_e|P;i
z669?Ry8<!H=Ia>ee^|dHc(p-NpPl9VqpS1Z{cLtMR5&}&Pz)o;F`jJVvhn2?R_kZW
zUlBW!Wjo#9x^v<^$Gv=mjzBcr(H0Pmn?#8sgeNoro0&j!*)8D%=rV(Td@ksQH=g#A
zeyWZZP72k=N&E3yM%lNDkquecMNi}JeWoZE>sBkTD|-$he6t4%)jME9I1&6G5H8qW
zZ^Nr_H;}O@{P20-q@QbBnAgGy{=a9@@@ZLuq<=#hHap;bS=P(GH4FJt=0HY-{fSdW
zwb!ITGVV4lgXlK&SG<$t{0D3+F&+#5nVPHyJeYcW1-^qFeM4<6foT~jNa>c&wBB_{
zW4M{q#UXy$LU5b(OcMJoVRkJ$eN{=bXpd{JT2r<=6)=y5l83tf*T~f4;K5Z^QB_@k
zy#M<_F{aV&7#L$J%l&OJ3x7ikaPwTPKUbQg{uAkZl^ezbrMUL^iRrhnZ7>y&LB)bE
ztc-!&XLxq~+17rC-@#H@>eLCHISDq8B9F!Ayn&=5P;CX$E&=BoJm?Wyzdhmm+p1)*
zUqWrp%FW9#Mngtmw9HRGtQ}<RK4!3&Q44I{wtb$u6@4#TMpsiW`)qGU^h1A4zCkDB
zM<DO|?qMaU?FD%VuQ+H4y<7pjX9`ff18^~cEKdn5_(-=|KW8-RG--#Knl@9~1>lIj
zF`P+`YA_^5a;h5de8nVq@ValcjCQNd1SZcKAOIo}r#X43V{7xHW>>V(8-<ZMM@d&i
z>LHE{LcHv)UL|2NY({RFAHN!okz0SeKR{CD0YloMFn>xj1q3eFpcH&^39DBX%N%q&
zQsr<BQL{k@DXY%}xvj_pubXsYiV{F881aJUIp@%IpDYNp?|5}(w#XqLZpf!PL{S<f
zVLiV#+<kfoc&ZTC{-X3%=2G1X5j5l}MXRIeGzI`)>JCI-Oi12{5AqSde7;<W)|&V9
zg6-R*dxu~M!Iu?(=ZjjKS$>kPIhB}$5cA%-Ha#`zposzwRAcBWRBxo6_8{Zg#yxH6
zN$|0|){s?)$)p&|JHhbQ$!|q`tx`U3jvk&RO^~?M!Zq(*1yBD^R34*0ki?`n-_pO7
z-PvaO09#e#c={<~ewY@rVRWCDco=QbF5XTCIr({t&~XQ^CynmsFIFahJA#-rW+i%{
z=?PgR(AIAlMfUpEdwYxT=$fQ6IU<4u5Su*dj0g#Wkc(D0cAA^ZALnH&GH>E-bvnK<
z>z>yM<lW;y<b~!wq<$*=DB>IZtRGys13Yb38uzo~VfP11OuD+s%^Lxx6+%|iT&Uht
zI;|}65d46-+Rg{D?w8xO3lPXBLW3+SkBNpTZhWS9REGo;Ied~Q6brE>SM7ysN26F9
z1Q0(RWZuOJO$lGhI(oXeR6vBL0tP&jT4I<R3hV&!Ew3+Ubp7;+!pL|yTH#fFHV6TW
zs66b<4y|w`oQvlX8A~gu2XiYqf;f?_v*jwas`>K!?{pWm;u6MgkqfQj9)iF&w|1hw
z)2bG$fEFIdgv2AK#9TWswyZwUm}yF1N-DXj_|*Tc7;+e+fm~%U4DC3cB@DHvv(X6!
zEXR%F!VD202vE~}F=K}p@91D~Hk#TGDo)4i*4*@yU1caX%+FsXn;7X4ono0L$MjSB
zx!UY-!mplKvmx)g_29XiQ(ypG#uy4}Rwlzq|EXJGsx||?YLk(afbMQFFjs$YA_X=%
zzT-w%z*QV9Skw&VZt6ZFT_yecUF`F%9Hr$f$EsHI)0NK>q6GyG^A@Lw3_5HOTBy+#
zZI&7Jkatw9JVaakvQ>#eN|;0JPxdSjI>96i`Xe=k;l>&le^*|D$|Ygx_>Y>dxRcYn
z<Dd6d|G@2qi`1`H7mII@l1!U;352G1sSVp!*N^`9_|u`kJ8@2uetlw&*x-sDE5a2b
z8b;FYc$k)*LLkV}kVP9b-li#2eNGhKCySxDA#L{kL@VqHdVm=EQ&VG;&ew8UvZJ2u
zdk+%l#wc|7hTQKNb8|$%rfGq)tH-WK1R2+K^ee56GLvr#DptTH_y6_@hT=1`yI)yY
zEVpV*ynzWJVEgf>((`n^=c6>bT(_LCu+NTt#%e+T2^sJPQnoCibng8AUE}Tfhw==5
zl^pIm)yk2{w=W{|Jx}2WwGcr7RDYHjRUBfWA`Bh%Z$KIAF^jCtZXG_?IC}d=q~Iaa
z7hZj&9(eyqgFb5?$<<xAO9Y*vJ8&S47u=nvXctaU?4%$9s`j{B+R#vZAVr@B!wn#j
z+RkV@uK}4)*rcE)=-~fP%(wG)w9)#!lw#qhkF6f?$e!`dZaySMB?XrvT&i@Qg+J}w
zT5#+l3|4vF2YF+dC9R;)5>P01s<gRXiAkmxr1TS@f&1+*kw4-iNg8w^mTBvd{+-3I
zDDr%sS_ndzmWiMvBv{68qvIfhx;Ifu7-N^FG~bgr<a0E7l^TTUEyyT3mAJz2E$nqV
zU+$;R#cGhP@mn$;vodPY#@;!B^Bn&oChp{9m;wv+)J%JO4Sah2BO{jw-&Q-|$OJuz
zz-w_`*Hjz0f9VD@N6Dmc;aL6`2fpR|L-L=-_sf%>i0FOP(NfkV97ja62vCOy63wO%
z-WlIJevsO`L^@IZvO<zzY_Q&oJ-Sj=Furw}->9tLwVjAeDKNn>M?b&8;$Wdh-PiTB
z<a@+HKuC@-tZoMpAeoU!wfKAeE>%X)BSPP&btR?K=(mMMj=<<!RFZ@KtV?L=oSJgm
zT9^biOkAavN^qHnMs&r{N{xedNBbk|=Z5YE%Y`bC7am&y!#@(ZxnN|){-L4s1-f~5
zLD_EpLW|L;iShVYT(Q6^kJWh<D_4zlo!%kHjcu1gxfpfMa6a13ZR1vB^QH?9ZTA#H
zK7niBbq}BHdhRa-B2H6QGWZ>Xz<9TnST!qkRl*nxuqjL|l9K{=2^CZX;=ocqUjJ3C
z_5Qf!|Mu+(!_3RQq}Cn4x^218kaILSISJQMDUg!ZX3^QZVfv;>rXthM@W+DQI5W!F
zH2ZshLVmKOtif=5fuVgP`?P;Me?^JtcZT09bLQyE>HXas+O0TE-#^UfXly5C3+n|H
zU7R1_3<t~PR4j%8Hw5so^?<%bSWXU=mTeEddZSHt-@py<OX%TCZ*;%l9=#(KrzPMQ
zD0&unKPyzGN{VjsWC;Y5^-pj|b*Xlx2sTT88XE3lxIZ|0cQ@ln-_gPQqp~vMs`FT2
z%3>SiJ*;S&^#HJH*x&_{;w~}f@%LY^imq7m7ZFL|(qHfYkoTpe2}UhnTMK&G3-nmM
zYW4q43pkh_sjUEHe*2x#_$AO4ZMuQsCE4=OB&A*(Kw2oiSqbe6u{zo`ZNBSc3vKIQ
zOVFUXSBcl^`?QBoOYiecZbQ=QIb?^lSS#Q}Iqp+KkXVnn-ZgxO6~=PnI9|rigg=i@
z*Y*Uob^O5Lr;*y~;Au2n^r_DC#jBTaAEJu2zY<s7b8j}bMbVmhTH#1kF^`Axzz1pT
zjTq6eyn%~jR0V-EkWt&Mr$!&<`1f3G&uMk%x2IP^%;w8Jh|Co{<NAqnx*X4%sOk|_
zlkEBOZX}+L#GB*^$vU$#{vbQ;K%<!*jB`j)X(#m%A+?WEs*j)?!c2dhJLNB5zm4kd
z3ogiNXAPE*AveTTTOZo4HqLxEsYs4HhVc49;(7^sf<M{m(DuR0FOve^>7V!87X*sj
z0^c9~G9)@WIiaK4JKC@Gn|Ow%Bq+W~+6jSeoS4N6T#%6IRcR)Nc>5%X=bSyKVEVVh
z;Q1|h>`;^|)-=Hr+F&zUHS;2mVZK+{3++Cp<x|B$_wkJMyR><9$m$P|@+Co3@mbFu
z^2kaANM8KMoup8Lt={>Zt;tm1&G@-fzje<8B8oH_J=*xH-~5Kjlq~|xd*0I6Vs#*`
zJj{OLyt+m9XjvxL6kz{xQabQFkc{8Nz2B7#)iqB~ogB$ISnDF0&parY3{$AEWcTxz
zIQg>EreAz%N;#NSF@q!K72y`A8mb?_kO4P-5S^NzXuwVJ9qLvucbmJP=De|726r{z
z;p?3NJ<J{}BGpJ$$2u81B9!mp`zqojLPOyPofMvg>m6p==Aria4m$`8&c_FRgy4{a
z;8~D@WdG%TP1A#GP<t=b?|Hs*LLz9u`?kO1&~}uOE?s0uCXafmZukH|?PEc#R|&cM
zSLOOw>FDq4&+%Kze>bf_1~KUEOQ$AaRzsS+MSo&OsgRN5O1%@oX|kZ+%EGb(45ebb
zuBcq2`o0-E`@5Q<YZ?Ns6o`M)q#Qx&pW?-S6~vdbyvR<;jt=SIX^9NV5Uq87<i%US
zSGPLjN=tx;v@Iu#f54KRm=xw!`g*fk??q1UyMAC_dp>0hfm8}pBv<8BdpM<b>`3@F
z@1ffC%SuhK#!(vJG;?&Jj!9`+<;9WSs9P1R%nK_ipu73hP^}?vO67@a)u#ng$La5M
z?{xkaFogsc<{P}yr~X?Q7WAPh`n<{2;JrQ6W$!bs6s%;Ajk3#qV+@ag-qkNH^$Ci1
zp4M3I71#hsxC&8ENzad4rM_&H3JErc@2pwbyQtmpHuu46k|rDq7v%qbfexIooAT1w
z)u@czB=$whE<46}pRI26G}KCit5Qn3aNGwmc<??@=njQ{Zo=7pH_m)95y~=e&aL`=
zC>#1-n{n<7qZ=w^a1tP;hx2@XrIX-hwm{3mjiNYSQ$iH3v(;;kp|kHD(r70tMiL}C
z&!ogR@O4Wmg_knzW=!&ndxNs3?+2-Y+l_J9Q=-dTH0w_hB|O={saB+n-|2mg!`j1G
zRiOMVxAVTEX3qC>hy&g;#iMGeG<)$xCI#j7KjVhNO{mT{3Hcl+b$AdO`lLLyZVd%p
z-y+8G_~KVW<wE|qy=nqOChB71Pm4ApPbu2%kjc;4Yieo%D(|vI-+VJt8Gp1;S&nd}
zxVf^*THW$q8kB4`W~fPCACLUt?_Y5fY<A1|z}^3#hKY1|HhmM?JT~GZG*RJ@UsSAp
zn%TkprK6XPi>LeYUIzj>fh)-8<sSUKsSeY?6s@@Ol8yPAt2+<QY(#W}Zk^#1d*Yj=
z!sax;BT1YDCSOg?u9DV~5!`i#Hoz~mKU4ilShWygt%K2+fx?DCu)?Y-Yx?hd3BjvD
ztjoWD<8`mksZ%IQ2<UaiwKA7PCJli<ROe&U1U5pP46Ch{-ct(JyjNiWw4~~E^h=Sc
zC9eKA8*=$l93XdWnKq8xQ8lZ0d4J=6!t<_`w0n;yTU{MbC`y=A#1VMLDSWR^EIKZz
zpMO}kFT>JW_i|XnXq7UNxn=2<r{SDq535xdWN3lG!9|Hn%Wb{Nd=AAo7#%#W;0%>*
z(vJJyRkYb(ZzUee`u{k<Lr(b7!<5!E*LM*;o$SX-B$H0KXGjVao{#fAU^;kUZ;3<m
z@!v-qb{&ezAo@H%cBj?&BPhGpv6>^i%w(=VTysE_&?)#+u;DD6-}2MIJpK<_6p_!c
z3vCnOj(<NGPR_fyT<;_Cf>CVsf+cYb0ixb^&MIhzik$sd#5;|bMJ~Q07d4k=MWN2q
zN<`#NWV6%Pbd!9GM?&!IQy=d&qqKQZ;bAu-PVM-g;#VO^#$9`<RdT`PyhK!<lX(1_
z9;Gk2M<vfZD%2LfD4^{dmB=@ta$$-g%IopOGW{c|v<Z8yCx%D({?wM4J1#PWaveeP
zch)P(6}yMhH}26==M<`lX#JZ9^P#E_H}Y&Am)8oLc`4%@`H1gN_VOkZ%lo5ee>~ZK
zY6_u~lw|G}xqZe>Hs)<Ck{E<Q%1*@uJeLW~*H~MIRKYjiEZmwoSthuUlh<2%b2{Hl
z2QKg|hh8%XCy~3_wA|%57MmbY>@Fa3JC$Im{w-(ud3|9#_Ykk%x}jH(l;oz!&MG37
zsGgF5#%0VTCi}3~iC8yE>AfDCZ1L-`T01J<BJK$2*N5Pi23DbwaluuNjm+|VeNaPk
zaYrY_Y*DjvzO-Sy;N9UxAe(ji7h@r$|JW|6=F7zxcjJLQL7PyJ-^jFF0hJ&ew^K5~
zu=v#4pn}=FZK@1}KuRhEAlc{Gr1TtpH5mUy)HK)6%<YtDw*mSC7jXYDwJwX*1Cd|$
zOVTDeE!bVOT5wBbb9@xT%Gg1W&6S8LNkCld@O{pH^qE4e3C<gd_zXt{QMelu3^|m_
z@fV#<cnGOoPuZOxvQ;s56s-=&g$XG+t7X~xU0<xWpq<}HKU(3+;;DVS;ymbH5gJz}
z#35I=X_TjECD5SJ!()1E4KqbYrqg?15a;NQ!g?W$eFmn{S2N^Z+6wIjLECW5j{#sa
z;&qVpUJy?Imx99Kzn8pn%E5TQsC?#j9utld>#r=wcJK@OY>tB+rnd=<55$MABJcTx
zPWahP*-s=%FkAW5bL^;a8232{SEHCNNS;9%hr+x1?wlVXFNnSvm!Ucnp`uZf0JyUC
zu4E)0_sEsU@Xtn^n+^N{tKx=L4MWi_19IU9CZAs&YS7#)V6?t~iz7{+ASJNkZ<1}$
zoj=Xb*&>jlXNsw;@5)Ei7JNpgjR7%JY$YN1UbhugMB;8&sWcVIrjkjk&iwjpAY-hB
zWO?t$vaMcnqyE~a_x*kTw9A|$;l3`ZR@N~V{2gM}dE=@l_&p?Gu?$JRI_SYTvQn*E
z$_~rWkLn$W_Il|;h^X`db7tW$Tm|MVSYEq0lD@t~fm9)e`kpPxI?@?bqkAMV7tAP2
zN;~3TelOVChWw2?eRYt_AXl{UWBEr7&(7C@)3vZ-xD*vHAA)#$+ssSUiRN$(YQN`k
zs#r-L=tLBaRsiEW5dc<yeXKVD@{pyR!K85bOk$s3olO)v5tK>>bZw)tn`1>vZ&dP}
zGzaK&daUUCHmb7N9pMPYw|=Ly|At3UpMG*O{_(xNYheA%`~F~x65-vhz7I}3_6H=L
z=)$Tr-`9he4S)j!TF&}ZZzu46JNb~gm4?pIM15MtKC}^N^$nP(BXVSKv|A!lrd3iR
zmObP|N(+xmt-?kg4Cfn*Kqxb!$zJL!aj0ggIzMmJxdk2km)_r!?q$;Vr7S>To*(QM
zlFT&d>vG(riQ-9P6;5ohrKL_QkP(AcM~7wX(pIEo_7F?|Joy+p_Y0|yX%p=9RxcP*
zYZlJ0f#J-tHW6>5$zafF*X8q!IXbuZSg9}^%kF{5fhB`@5#IaTm2nBaIQAdp=9Df(
zTuKe~)uUg9i!>-K-0xcaw<JP_kAIlrdvV1ReB0XW8=<GY=Y>*W%BH`3hC}sws~2tW
z3qfkBK#CyuC#0Rr@k*7~MBs3bmveE-Z{)c4s}J{nx~$I^%%gyG`miv#4wScR>d<f4
zwG#)1@?Yv*1Y5|R5b*IGHg0v8Shy8cy5+RuBE0wijls9?#Y_@P;lKPYAF*&}5`Tha
z?|pg`eySkdVCE?E>0M>)Ygd`uyG4e4{Ue&X(o{uS*fOI1u?ZCyNcDcsF;rogJ#>DU
zWPkZP&Q~l?>snZ8JIO-fAQi~yxgt$(J~D8-6(0^mLWe9VkWIODD|oYR)cx%m$XdW4
z{KUZRw7X^_qa-n8SNqUSJ64A`v`-VCs&enCL|<g<5Sjk_1t4Vu;-EeiH)|byk~C30
zX`nuT5AqDf$@Xho(B=iGiFnetlZtezOQPLt8<DkZ@)u`i%BG8g^Z=P^O-?5$IVfY>
zG_oN-EKJYCT5mD)DH^xBqz<7(2@gPC*uWHmBi?uQom3<(0WEh37)1J^*1KH}U%ee`
zeL@Xv((E!x<&cb<kp2A6D?#UWhEC0h3pbHp@V(Xk8!)q>^}(e+`c*fJLm<p-<%^BE
zJ5=lE-8|lr_wY~08~=vSi`tJoxlF#N9cZZjwmbJZ^&DoIJ=QQ$VdRE|llH-ICQ;CG
z5L=Yz<1+1u$@^FGJl8uBLl?eX2HvZ2j1!}qIVHhP0EH(Rxr@noV1z_Ri+1i&u8VB7
zW_Ir8opyGP=L@vCD~yv#(Q(e@k2Jb3<oA*j6mf|OIlc<P$y&k7TEaa(qRiGpZa=T!
zJLrLoE#&>RVJ2Ww|3s70M7T99*a~>f1}N+pVD67j3*U-xf_Se}jKPf{!CzM*hB1QX
z0mwq|h$0*tgyd33>@a<VtE6=&4BV7w`T8i-I9&O~`S{Yy(&Tf<=C+^XLC3AM6wj}{
zU}apM*A;u084nWeuL)=8DWozgv6P{!SZ-2I%7?EZp$)grG1Y+$4Ce{(`iPI(t#6(+
zKCz9Rt>s~^W1Kg`hu=YkgxuBJ#=#200`9YzxT0rRwTuM7FtMu%9H;3HT0ZChMpm?d
z1JN6`#Ibq#axTbEP5o9~YSDUIl7(9uJCn3j`H>_9ZM|&u)y0pBTC?;nQ*)`oSII^2
zg7%poZpqqT4;_|wzOfpTxjA2)g;q+_e`khd+D9WJs9Ke%t%|awB^YGz!PDfqC$J^a
zu)H<=2B*`6NMqzr0~)aZ?Y`GmTb*YS{Vrr0W1jObV($LZ^b*D#jop#(vCDmK(Zu5*
zOZCteXGcA|?A+YB9eYu!!<64L^CDH0Ou;C+-`;S`fkH}$Cgx_&<!{KC-?dVQ1Fx!T
z6OQIrF+pxGK_g}D3`%n}aPi&vu6w(Sl;le_&^a-WogoAv8Zx~J8s={7Gp5!0#iFEy
znA5H(fF@|Wef|I)b~|;6R}JRG<K)L5or*c4Z&UJh$_S95;;bhxqksFJ1}*Veh+00>
zwPW=A7^<J_d^XXELR<hX{=W)Q;C{&|0DB9GT}PIm8MFAgse>Q%5SguQEDv}AuBTx-
z=UIT#Th^_#cZNn(GX9aVlFMIkR`bzx(I}FBMv^Vl^9F@?)P0o6S=@d&Iviii{`&du
z@)LWig1O@(hq!R4f_Z1Pfwf{^Y!Cjdmt<PwM3!OaVB81Lj)0@eB7%K;FYpN=eo<jN
zX?@IUaHOUQ!LkZ6z#j}x8w)=X-l%A1!IxyI+vd8gR<#uz9M89_rUmO}>-%T*!jXX*
zdtRO-J9+LoMPAEx{AFjeWMm$-YMMN!H4|9~T_5jro5q@ABtLglIqFzCy7^MB6DV3y
zeUwxb>A2+ebnuXZ;)5o|(2m40hK9O%=U}6`#wRB3<p!GAWz+OoMMLkUJtIjoe>Gbh
z)rBiHbLK<z!`D)Vl@fdU@xA6dlyxh69ocz`W&ArcvI+Hz>Xxd?^JFetJLDN*y^1zu
z;8acpCBRnl-SwrpnmnL>$@mO{nRvDqRgB3>qh1#WcxGHJHC$4+i-;&}k6sV@6Ezf=
z7wM`*%I`#o^9la`)%U}E7m_CaZa2!pNppFcoR?75^-vIV6xD6D5`j?M(gfkTDqYMt
zgwN{!#=4Bh1&)QfvV&_7o%JhJ82c2NksF6bohI%zm=8;}pO7I?we3vpSwiPJW%mQR
z)p#zwxrL4fYk`CFBV>V047$Snl5)rA>`$*(7rnC9sj95ry|5rOiad>2Gn}w<zrxn!
zyJC70sUFVX=t%j7fZr3%LotRRrHlN?y&NlW7t_JC?u{94e$Q8JuV-8RyZGY5$k|^-
zjIVEvcZp=oPV~VQ-DKwW!l0vH>phS38$~%5QFtbW%xJZ4b9%)oa^WdF1Cgd=9(%g8
z^K;OBohbjzU8dcl+VGb?)5CYU&7GQ>8iAOYcz31!TgT%Y@$z0cwF8HVrdyIVkJ$E4
z*J@E2kgmJ_#*4SBEiFFOrEt)doF(<iRG0gsJK~!x&XWhv4(r(Qjl-wbgZ+^6#gA`R
zZX&Zh*L`&<5I}>c7*E32@T-rpH5}hhWYvGqAyLr@`x>6fa$-&e?YQo!ncftKvXBn#
zJE3398*>6VJ@XAz7vo2G*PqHTv>~O#guOr52T#AQZcKf7S>g|-Fk;ZL*dEJ_1QB%o
z!8pd*Mq6rNvhWu6Ls}aqUNLW%MSK1ncI>I)-tT<%Hn+F`i)xt$&JX<+6ZAf}^dV*1
z`8<Jn{6MtyLq1a9l2l1u+rmz7q`mvU)cKX273&qMrv{zK4f$GBuaT|Rf%Ca;v8<m8
zG_!w|@yJql#5Zkro*4@_K0JeXPhCjMEu1&Bz}b`7oSSx(>#pJ)bh(UqArxfp;o;mu
zI&|n7*3<uNg(k3VIUxT&=MNBs(<@jKI=EE9OioO@SA!rt!a2l4U!wXJC5UM^C4*oG
zoore#Fw*1#M+3|*4v3;}fG>OCQP=YlA7&(msiJ0cHMB72gAG{_tyIa?cm&FeTkA$;
z>*=YF(o%b8&B|Zgo3yA27zs%X6~`YeEo}((*f$g#+O;C*DO8zt7UiwJhuI%+leRiG
zk80ZmI&i)&T=+}YRvqCS;Paym$4mge-A3S)?Vfda@+Yx{$4$H?gn<#4?>ncH?e1;$
z=omaUy*t0LnfE`*YF~yhc;>fm_|VM;1UCV+-Ehqips<DEssQohzg`a*SMC2-uSc~m
z5*#1^+|X0Ni>qZ2h@U&~HGTXbXTv@hDLqWdR3W6NGF*jyWP6mCIo@-cTvCU;nwKhf
zktVgR-DhO`qREzit5%AEO?PF19CmbqDN?<^Hr<8hSC7&TdJ&J;P1=^~okN{P6}MjZ
zI0TS<b0b8B+K~Op3venAI9s-V0B5EFn5#OEms;?THUKh29Q5_X(PFUwgUq_uvM}13
znAXo(RL#|;@7w%k8~5^jd7U<9ss1%Nu0L!0CT&=0W3$JOMb{C<8TFoNJl$0lIdz1N
zI8dkadpzmNX?VB#mvEay>Q~>qSaDZVk`17IWva|ftfQ^M$G&+YJiI&kIrchVA@83#
z*wC|~6qY%aLL(KZs8y|8BK$^7{FaVYe9?Ic+6AW&l2~`?p+SJ7n|e;2F}CC4*UQTR
ztj~WA*{)=s!MVUZOQ2Vf3sh;7T8)}9m`VNrGMBHRVz4qWL}_#XGIbqFu(WaKX8HU`
zsE7XT_L(lRKZ|-5<!ZxKPMaC^#N*Po(v4G>>>}+A@wC-!u!*n{kNp)t=4*AxQ1Qb_
z@f><@U(DskSbHY}!yjz3G{fkJL~nZSOr8u>-f2yFubU|6POHvtEW+%Krsun*&JvPv
zXYH=mIy-NCz)^74dR@vl!%lYe^GNF7Y_8uOvN8D`Ey8ix)E_N6V>gGki!GqCz6S}5
z1Tj62dYa|Y9hX3Gp@0suwKZ6q|3Rf`V0hSHwy<k&vQYe}P%cx#%Bo^mRTk#h1ngAY
zZ~sn_=YJ$d`ocn2|ND@zQ|PP0f`UOSLbU(mQiq@;5#RUIof`B-q<b5Vj)@{+z{f@v
z6iZ7QVRHblx_7FTMkie1zXjLjr_PzS9hD9^+f+YOF$K0J$NlWv@$A{UG=$J@&lU0|
z{F~mEe~Y{XEl+R6=AeC)BRZO4^h<*;yAa90vZ~(?p?1V`(9Pv_)ld;=U&v;rPKj|k
z$?RjbN!zu4Pi-~i)9a{bPtMb&EEyclPxPKVI|#ZsLj7q)Z__u8pbK5Nb8LejP(#O0
zANs`^6*7KfF5H?ic8UUeeBk8V7E_%#Z18fKapizsgnEq;szd}CDuiNZHRxr6Go2@x
z`Tir{Oyr2~{-&++D;qHK{j@r>-mAy%f3&Gu`}Yc?H6l_XmN@wA8KJb5pK#Ml^s&3h
z7KAc}@71z@$x6fUzA<aoL>kLrArq<Y5a-xD2CfAPpHxr7uc@~%H?`E>Y!}eK>O6cR
zZK{55o~>O`MajcM%fd1EhtWQF<{*70V1iGFcmUOF2CdJQf=z@RH~I8WjEi9A2FCws
zg-zw=!y=j>$%L5s?UBdnXg&a$!UY1{VMIb+{1820Gykte{PfwnEdU1K0IV8eFE2sh
z1D97;_W%7`u}QR>%Z_o&5TCJ67m{R^2Gc8Y8YDCxCln<l$W(ip3o=rS@2}sI_B3B>
zbuCoQZ*h|L@nY?JU3hHc#WjPyu+whbU@X*vA{_Zr2mumy;tWstE2%9(W;?Z|oB1i@
z+3-F_oQi;ZwW>-VU(LNh<_Kyh^(8pL?5Ehn059;SOQ*iWfO*qlObO5oCI&Iy3n=kR
zfcq_!b=?sbyxXN#FIQdkI3IzT_IIp7P;KH4?UmB}EgWS%h2BT_;XUtH&3kK7ZtZw=
za^mJcb3EHjo3Wa^I|4-DI(8ZCz5358r7Z_77&MQw7f=^yLwJBmDT(G3(GLD%3R_l(
z_|Rp$&pWjM^Zc%4D?^)Br|Co^%dC`c0EOpuaIBsx^Ul*;d7I^J8wAq&$<2I@|6e-O
zkT|y3zZbZeJph$ab;t!Ge%WTXCu?16gbZP`y8MxFY$E{}y#L;~po0$S7@5O%hdy=g
zSEpYyjeUY+=SWx((k7E#ha)B7AN9$c6QySYWn4l8RVypor6)wCUA{P<*)QmI)%4l$
z>$Q&uJ|#nKu3v{`G$9g8Ge(@v%`!&Q(`V$8UHCHQ)N0+3_rZCi7C;d@X6>pPee7@W
z=QddqOCJL_ODvtpnu`8zxYTz}VWfw@&R<DF;de$~<)M5<4(Z@`#!E_hJ#V5mja_F>
z{POV~Xk-R~Qz*<|02;=V=dr8}KUQt$Wfr@CpMnx5pZekInYd*{9n$Y~PqVmW|L-Wr
z?%B>N(3kUXUfz8A`I7l#*)&b%YuQ`^+4D1=?`6}gmz4(iZF-WgIbVTbO}3sNCejbZ
z?JD@P#+rw<T3Qq>Wg6)5mtuo=<d;0vc7}g$)j3B56G#GuX|26AqB@(W$e=_%l)?LQ
zQ-%5FR83z@rex$$mfuLXI*IbN|Kn}79$_HfFQCtI^nB73`^nG8B5zYks7m+MqHF%Q
zlEb^NdP33ay_61l5=I_DH;_q1$tpCC^Ao41>UL$#wV46}=Kz<|(WjJg#*Y?X&OJXE
zQpIW{QwGlluyDVPS|i`5diY4Kmz$+PcV303yEuv9!fBIP(6kqNm49BX$?DdMh2})C
z_E?(w@#=?K>=#DoO~uAFaurgx=hp9EY)IEQH?_hSSL{(@snnsvLH?%j*491_%H;64
zIAnC~kjqqvp$KEYMOL&jXZVSQk)J>c`N;L`+bRPFv8m@>eZP$GcdgqmY(dn5g#d#=
z$jHr7DdR6czM-nngkzE{_^lYRxc(q`nv=vMa*6(R)^iBy!MD-6vQ!EOcl~}|a1Kr7
z8k8)e@k;JFA(*$p^Nf#=w}Gy6pK(kV4?;=9B^1b;<g;7eWAt$6eg3mhAqFR}>wvZ|
z3Fj@#mT4*;I^`(@SKd-GPe)*5!>>qe?KILbUG8#u^uwkktm}gky<hEu?QZD@o14uq
zG+NgLZVk^97Bq-M5;#@nb)cTf&BmDHH>?wP%!8`%@wAUW*_rg%4v{Z928PHEc?sNl
zQ?GlETJTX;G?gVAiYtJP8Z@c#2nj!Yj!W|2aoybBUI*u)>)|c-1&<dELTg#R1N=;<
zS(&D#FzkkvMY4&eJ|`)pRx5Hn@Ktvyv!Dt~Q)BF3dbFN(ThySP$mvXYD>X4!c(ipk
z1BZ0uzEnSc^oXiPkrG4)X?XZ+lC?x26Orof8g$q^7)F4yJ(vNh%rCo2(0Knh<h_ZK
zZQ&161h$}zzuTZLfIx<9V6e=nIsV<NpY=u3(ne(l)xn>uK}=J^z<^4i!xN;60IvL_
ztn73*@B5Fq`%rMEYAn6nItXE!0jp8`s4nbRhmD~oZZ_swA#;y)=G?x_d1jA(TLyK0
zJk_bp{aLk^(A4qN`)Mdzm2Fi&%-Iv+-vy<-$JC^WKs~~H2YdM9t+Q;$nu7>(0beWR
z_H&jWhFD*n7OC-3qrQ{#LJvvn5;S(UU%ZHh7ZymYZFz`KW%5r&=nxkqE|%s|<(<#@
zVgk>r<-jzL&uT3uGUKlDcPwFo%camfxNGf%;a&Y#Waqoe5F0Y&(m!ambJCzi35JQO
zvGE%4yHqV4sSH|4w_9Q456UK5TK~#^e3@H$shd%7eaH=|)Dn4s!wR`?Xo91S8YTM5
zj+mTaK1J%{ky^B8^y%O264c_1qc9onb7R31xol~#>+(V0MeC6j09X4lvMO0IV<GcY
zM`HY1MX_|y(3B-2_4(rb{aW5{1s+e<8cqNAzB%1z{<W)WR5f8e-(bY!y`qvkF>un9
z=mb^H=1;+Obo%<3shxv~psZv*nox&c-qvzOCvB^mWw!MX%;+{un8vNEKPHIB+f^`0
zOp(|Wz!`|FYU(WNb-5o4oXv=|Iev19q#aI>8Dx*z;NOH1nlXh2o7VAu`_xpN-Tx<8
z5uuBn=nw5!tri=A!$t474mkNKq>H|RoCLS0UQc(O8CUYOG$a&(11;}<*5ZwMwDjaI
z&R*z<n>dV_+&EYeigV*2Fh4FiWia%5>RJ`mgzZSN&VK9Fz#3&WEXT8*HhI^*nLuZM
zVfPVdei8(_`2jsdWqAyMZvaV$TUnbj9O`ky4vs+v@d<qE+&}75h~SW=Y_se|NJlDn
z{rPMEEZd+L4F{>->=f*8&d|_zs$7{Izjn%{%B`Q=+IiGIHuf>ubsjq|CP<|*h;QIk
zYhhyGRd?+Sj^Ac}%X$hkhB{?0<}U7r(Qy^g%1etR#lU;hq$Gs!^@fuo2kQTOyaL`b
z55s`g>t*+w!`d;tOHTkf>tIJm!lF3*aSXDJa9!-X3qLANYH;R72W2n<CK<k$o*ZRj
ztvPV)P7UE;4az9k@~B!a9aXE-3VUfvs(Fo`dne`{^6ULDxLS8?yc}_bDp9qwL1w)U
z;b95KK%Ov*g4w3$%cWdIGK1yDKdIXcW^6ZCeb<ljT~<rOKlT|Lt-qM2XkJyZLZ{24
zN5QMa9+})502wW6zzT#Rw#2@Lle{fC^CHJYhDL~LYLWo%1HQEyh$*vZH{<n1z9g(4
zOXftzAYouu6BWaPy`X)sk-Xjq`s$KX!WFvip{=o$KEiFU<`p&?gtVJ3hFYyS_BFQ?
zz(IQV2#2nYs$9`P;3i)!V+p~_&3?7(xY1qZn}^aZ#OvYc-n;L(YD<OXjX?N{^cc0D
zt?WZwXX$v+>8I-2^`EgUFZIJUn)}NYYYxTLP2I4+%3%F+af_w@x1h%b$5bX+vpXf{
z_+p~Zh~pIir(G1ry4*IooKp3M5&Hpd0Sz6UL4VY%*&o)KrVpSNi_XZ10DC`Tz%U3L
zF!}{z-wy@(KOe3>12h08Dk^G`cFQ}MZM&w1W9$ybJR^f*gMZ&tXbD1`Q0HT^Knzm4
zn2-%9j5JxK+b#&g0RIc`B|l|)G+)0vTTMM|!U@YT%A~%#_51;7G=|_8fC*0mK>uLy
z!ZbcYx0HYskgj<fC(GKig%RQ4$+HQzVeR0(@10c~TJb;F&b;EYO&aR7Z*aF6%=<Z&
zQ~z|3F_tE9#aS6)^yC|{raylZvTw=k@)zN!$BY4c8hN8l$E4H48aKSvN{YbxOat!n
z%IC~U#cGy?edIAlhfjsC4;$au!z1;=C9Fl8UV5>mcOr5%lbG3IjEe@qzuhEPubtON
zp27b7!X3W&EvKd=TE>ooRsDx8xzVwT5*W4aV5YKfOz0^LaJu|<Tmh0zIWD@XwUx}e
z?UDc{3mnc?Bh1as<#@taH6T#VM<<=+4N~dZpi~5il-$f=*wMn^AqWh?AdmnvwU(%N
z+;+X(1uS)MEa$lZvIrlRPY31YUxjAaLD)-<Guc3q0LR)O=(uj-^IuLW<#>X%Zv%wO
zh5I7NtGyoF09g$i)MvdQ-(AvE^#=-Ir5HVN46kkFGsv26omG}SZ)UQe-?V)oof8~t
z!px{T?JUMGvcJkIF(j&VLs>{1`|$aIV1(SJD^zZ6P)ZsN5I5ksdHkC*{&6CYCS<3N
z-RX&QhYKoc6)KSSHXnIUK0Slb<QYp@(tQeGd`{YEvO9bndt^U2h5aS;8YTK$^wK(O
zYcY2UoGS9-rC(?p+^!Q_*wV2$ZYlzu0O^^7s$<@-?e_<XpmR3Mr%UcHmV5SL7$jIj
zH;pQlZeg6x_NNEADN{g7xVhcQtOoqMi^Dn4j|OhlSKzp6p~o9)tEQf0Nf1I`17~@N
z1!1nE@N)xvnD3HRA1tT_1}QvbzW%)JxA#Fs3np;R3xT9Z1TdCvq+0*%gn3DUxTDbi
zWwKxmXc0Y@KbDXnE(hg5svPzdVP3o>pxc2d6ggr8W;#t8F{%49i3H|>J`lcLo$Et>
z>ER7HI_sA+ZESY1A_*LheRaI_eS5@@zK*699KR^4?@8v$<Nug&39?M`TKb|Ub|-s~
z+zbq!sYt^#4tva&cFvDszs?PUv|4<nMu*+v6VXBtp%&OX8)9t;zg}ZXME)H43RmG>
z{{IyA)lpeTU6&6AptK^XAP6d<bhi>Jp@K9@E8Wr!(p@SkpoD;QBPmEpNFzuK(jiDQ
z=lagf`o1-@X8cE8#Pf@L&)sLAbM}7!ev)o7?TGRv?(7A->=G^a4`;Aj4wCpK0$h6%
zWhB_Cvvi&d_kr9U5|T(Z%-*ttflo9-Gnki<nFl$ZQE%E=_-oFXiz?J;qW1H0AtLTf
z^FNcpc5MP{A>=-T5~kKx;)f~J_}FMJ5yfsKDgzn~W0rN`3dHZU$p8Wgj3#RXIpk$#
zBh!)9pbf*G@VT!>#Q6{L_5@6u#NB?%thhdQncvDYhB_8Kg^j$rCe?;;seFAOW?rOM
zpydA3i)d}Zck^tWuifP?<;uizO)q{X+Amwejz6huy6ARKzi}8A`Egvf!d<oRs+uH6
zFOodpz>fb%w3$_a#%lPp`Ges2s&g4Ki&OQhX%|X5l~uGqDjhwkPa^)YS~8~QbR|SE
zo^dGtj1M8KEz(l`96BbZbMgr$(N6_o?ru^xMj;bf?0|*+D<r`RO0i$@*lIj^Ob2%b
zI3B{FD{450;ZP3U#xwG>(P<?mq|o8|6;k54@=u^KazT^W>s|GIf@U*PF^)?1Z{gLH
zKT~h>)(q2*Qx8d-pCzMVavU_T46Nz?Hi6SU6FlI5X^*5+-MV$_?YyJf@-wdUU(eLd
z;uoYhF4l)dGe#|`L+je=B)i_P2f}{_q{Zf18aD26`MYP&zsI&0A8hhcYHq*Mf6?ye
z#^g#Demk#o_jx@0rmMYK;qBV|QRm7`2F`<Os_9_vMoALPe}bHf#L{3xP+)*A1vYe%
zHUh3JH14}j5h{JS?sF1jl)!7=lOa!SHc@*8Cc1YtQ{v-;KpaDFu01wwCzeIk*}!Dr
z<E1i-@u2nxYcDrp?*#8VEcTxhvR@VlE+C%QoOxf#)SMA;MdhxqH(%HJljfP)k<w2W
zHO?CU<hf<|F<0Y*X({QIv9Ox%{4;-l^r?NGm>(Xr(NVF~$?LOr9PpU<;w$!PJ$LoV
zG5PJ}Kfe|qUGSdp6bW|t=}KZQX6%{m*L^g&<mi!-e(Nh+YH!;_M2#(t%@pm^-uEgC
zN}|T+yuKM+8TPryDuBt|#}sIu+L<HDmn^@M@BH_vJ%wk{Z$WRP!CXq|5Q=~O_02(-
z&?wYu&6Yxcjw;bL>5xY?De$@{A<QBzPixSmbOpUlewQ6qP<Lh=Ie{Sm1yF&(-L@3>
zedC(#LCrTHWeoCfKJ&>ggb93>E&Aai*cb{CXKsL6psiDAJFfuL9;Pot{^AO<K5u-5
zM{b4Ka9B+IR+AW{9tP~PY9*<JJTw``2R-yInKj!ckxSLfy0J1#9wNz4o49ZDw%|8=
zgR3b1_M0t=Ozn^km)F6ABekE&Z;qa4wUQS7Gd4rpR^rhm**%|^eMEX?%W(BBv`O7R
z?wY77;&SZXrTfXbEAt|0mdi^cRVZX@&&_-1cbN`*!R}d|ITx%04qN}mh4uY~k{UIr
zU2|G<cHfgs>J~k~PZDxyc{%jdAFP}_=bhkA#FZnP`}?1;YS&&yQZ>*My)hlkrU%+O
z;C>chaPt2Bdrtuyq@*ARjm$tOF~Eq1Kiu^6e2RxONSt6W!1nHf{%3*t58i*aNFduf
z@hAGn{)`nr3OERFgo_>X1JcTFeSzDvq$n@-LVT}vg#E})jM-VlXVz?PszEv98-eE>
z=cD}MkKfEP@ZXVUO<p^=+G)+$c-m9Yxo|62H^1KF-t%_m6tUmdTE;w!%AVCkH%I-B
z>b{99`B!CeVEB{m8Esrg@p(^}a`UvVEzd0JXSkg?&K;tx*tmH0n)dcaMNV>kysflY
z^NQ^OCS-s-VARb2#Ba*v_YtmJxGP<U{5NR|ixpYK*$6<*M%#7cmDvdl_34gPSVw(@
zbPl4U(ZI)8Z5k@N{F=@4=%60i2A%CsMsE$(k-#-5?L>}efM}Zg2Qt^pN~9pSR`<GF
ze@=+ZSNJ{Qpw5N-3d$;``G~QTx2-g9bUnNDy~fHu@>VCRP3$$0e12qA{Xx$D3L6)r
zzCohsojN|3vjjH9o>i)tq}4{oL9s$zChs9BJ%(B_{rq*)grNm_VPhAJK&TeorxnYy
zn^oB3b+pc07o5j$nCur1h*=%YIt@1ma+T8HO}f}--}$N9j`ZKIazj5Qy?c+)6-{*+
zojStO;mez;17y{XpMF@x61n`e-i<M+b`iYARvnl1S=X<QHsk_ci<i=|D35(GlsNE>
zLXFGq>T|36)mz^$42$OmfH-MHq=E0#8}_`P@QFD^T`FCZuHqnF)T<>vt2ZUb>KBsQ
zF*&hw&wKH*)P%^-g((hm#fzT|OV{h-xH}UY^_*Vdq`^^meTTy5ab-ENXJ1`Q)t(12
zwzB2Pp>;`YMVcZ-rgHO}t6kcWdh4nmqb4oAHs;7y9VW*_uNJ?}{N|`zu3gtZ%P^*;
z{d7m?!;`A5HHr&ZQ{7Wb)H>zf9=FKx*XpCOb~1}iwF!N%2E^m3TLe^iSu;B6SAJyS
zJA}gEB2mPo)!?)5+IDeR1(pY7!-BNC+tx2!Hn4i_uMg%#P<YhHl&tc)>DKEnnjY|P
z+k5onKde6$e@AqIUV~L=&64NAy$2hneL>f+9Gt>@U(sWUYRV)VXiH+LZ=IbZiMpYx
z84SZ@kfhN~V-Jel`ru__n^Ezk$nBu^ZknOYhYIbe+gA2EpznsyyL~+DA(g@3l$AY>
zn@F*f^6sFzfs@B5CH5dlvV*!ZqbEmhkUZp4xka;>xx-{MS;{*F{mi<4GL=NlFVBft
zo=CmOUZ9mAj`WAOY@q`)$4S`GtQ^VbJ?|8w`Q-pIH<7eCSw_ZIkJWO|wnO(eir}!J
zutvIQzEdmsDPc7l$I5+6PX&bEC4SwL8++OD4eJ2oc~0-e_>tD<cR#Y`J`NIW9Ev^H
zn_l^O$DPcl;$w{EH1D;Cee%$jN}~u*R^o-7hK0#UbKoD==FIhNG+L<Lku)_dbAsK@
zc5m&A1y)$D^zSJG_Z(KT;CsJEDqmiC6P+OG<_ul+B274Ie}*P%6I}RBt)HnRb}g}M
zHBjr~rq*CO3MvYfj@})O8U!XqEA^SS{mG?bWl?!%!_^$t62_%x7?B^*RU`+!G78`(
z6hLj~JkKrr^y~e{)xXE%DhM!fou@c|VI~wXR6D0y*w%me&-mlK`>}B)elHIz$o=TX
zWx{-^jP1Wiy&Cj)oO~@Vt<USI3kdObK=b=Zx6A0Vm&pUe+0*1ir!%<gZSI$R<d#ym
zk($VD&c4w6x3PgT$8j+SukH%tYc@KbX5-%bqIEp<HpFKna6y}pgm1mAYucJIq$b^L
z@4Tw=)HN2yp(T6Q8`b7X=Ee2a-@Ed`H#PgwgRA8Uwp2`g&SQP{gvK`GUP85JM}M9H
zMc+%BmJ8nd`eH9{kF9f5Jl{MYtL-RE{r3EbCC$deV>OlK?c(fyCYGhb&jT|Wfs*jK
z?F1xZ1#Ml~WEa<5BeYq|^&BD{NA*wIdakI+hY%z-iD~>kqfIR);JjCwVwkuI2Cl2d
zLXC#kL~?FpCNT+X#%xw+T6v;J@GG1MBW7N9m9AskxgQfTJQvIpUtmAKd}Yg8XZiWV
zl>DK~(v<^D`T5a2Il&>1cQ&Yx`bbi$)k0*BtIy>SCf+ryl>FYLdb?r6rtl`#J05}E
zerky?EHLiY1R`8HH7TmkoX)ChSxd$KO=tX%o9L4<?VLhfY$iU*v3Gm|nHq8h(}4r5
zRke=;8rF^(7o$Bt3Q)@mP^oT8v$_vXm_)S-U7VL+SSo!soO(B{H(QPWjM8HmlKmLt
z`#Sey;!~mVEvH2y>h)2}YRvBZvGJQr^@{K5%AdZSAKKAvus<xCW03YJ!k!OeyKi=O
zK@FR*VI@=k&E^L2Ml(2bruO}2HybW63Qh|`SBl@XdvpZDDe*M(FeBIqGe)G_aID^@
z@QY-{-iL&S2tb>dn6}cM-Z>D-o5uDTS(35oVHJ_@4-uK#>vS8wXqG2kZ>}vsO?XK8
zhvIZs=Z2|iWAYutv^pZ$3yG29NmTQva+1tnn!3aWb*xLv6y{dRev7<%RPaz?N9D<c
zVY26Zx$v2>9>OFR)!_Yswt$fC&=|0Bo0GwEs7k;HoHJ!iz*5ySjE-z)Bd&*0t&P@e
z;W~h75VT($%%dKhQO{GM2pxSdXVjMwn!>4+6UQ5NB;4IJWd*e+$~NZ1-%(LfR=+wa
z!JmK%Q2%;Kcd`gIh`Hky7#>1gr?+5#b96WRbVKq8*7EVd+m{rW+8Vl9{e%$g!*6?a
zSXiFDiMaT#1T{ZHe5u9OOHLw1er{FT4{4HK@uwBMQqvXiWoaT(t9y6%drhkcGo2Y#
zk8w!aj8x*!hfbpL770t{mNxRUhID#CP>SkI5u-&4<cN@9&QMoV!v*08P(4GEmFx-M
zkZyaK<;3c5F3^2?pP4xWez1}NOmuh?IE;F(UKX<N?0d1;pN*6TQ1Z@g(vSPRSP4(e
z`Oi&+9A{?@z>#x$P}8y*Dxg>xP#Hr6E+mEXBi+b65)3q!$13~!GKQ8S6B1bVqm>dt
zAPqqxkoW-0jTx}@Xarz=Si6SYLLm2SGT_t&FzVi?2*wBtqop~SCQkX!K3mPUl0?b@
z7H>%u`1!hQ=4&{rEhB6my_6m<dMEn2ybd=N6c+JZ_vT)wZG%|G-4szbxRG8EVkadf
z-Cdah0-S=!gp`WcEC7_aLMS*+`4iE`UG}%S1KXXCA%Q@xqx8||@rG!rf>ECv6L_G$
zuG4btO^dTH#C(H+0ZW7yn`@6h!r?=v+u?$cm1Wb}UHevPZZn2UDU8;MpZ@ay?Q`}u
zOF8AH-90ba;w_R{<1TZsWr3Y6fMGCX7EHb_$Ao>ImS}j6{k0F_n1`pS_GZa|MbG&|
zJgIuwc}zOzSN%JT!bEBvX<Ou1$zw<-T(<}`%FF@*7f*sI$CpF_+r!QKB1eDv-iW#h
zf`X}kZZ0d5zvKngAtey>c;>Rg;|hB5YLzyOLBYY+Kg`PmcdQqB=n!(>g&Fxm7~+Gz
z3{a$<1n`YST)-3oWw0SI-G=EYGL%J?L(t8-8b%`$1P^%zeh6iCuLkp)@3Y2kc5-!3
zf*(N>0NAilYQ8k!1}M0Vh;M5VXBIeu3&A=_Hy|w~ltLRN0nq?a%6fZ1RexzP4>i01
zk@HN<bkX<R#dQ#de^)bRd>!q7;5|c-<3$~<`z{ue>`HdsypNJEkQJeA38xJQQJqs5
zm`ViR0yn)k01^|O!CZADrzLezFk*(TK~Yh$K&Rmpn$QIrtp%j+bW5enCOPC~Nv!X#
z7+fq{Z^(ImP_#F55b?!AChP=1h`EZV?Nq!0R&evmxxi02#R|fuQAs8(UuTZ4MEa!t
zWy@lkP5g$7TPvHczLz{V8^bLo&`8*X$*BK8)Bcj_jYmq|7Ki?$6PF9j1+k~|{T)nX
z;^rTIRMdbm!BC+!I|V)>8es~UU2H5e?C1d=`e6z(c>yg&j3*>dmqBj$E0j7tH7#FW
zk1H85+nw|w>VXERhbfSD>mrtLw3G!i|D+!t_Nr3_IVq{mk1}(llCim&C~5!@`z+LL
zp%-&-s+}eO3zFUki(a%+e0z<)#Hv0El%a8wWH^E0O-UtbWa0wp$5HJIb#+Qq0Pai@
zBERbgg*0T1aP#KPf58rPW?c4bfwfFtTapC{!`n}*d=WVWlbBeT`zP_h=cECu-`)9P
ziH3M}Vb~A}z7o<1-(2Jaat<+oM4}6<cwFGQa0s-)8(woNNFV)yjyes|p(RZ!Sh(*M
zQevAI!qgw`Z8cb57Tue@s8#DqnVp@D7?lWMUqJ&1NYzK1)xM`e$jn-b$o|E;g6LS5
zrq|^RH5Xm2H*%3~;?!;#^C2Na=LA0(cL%hm#pH$!r5ak8fa-pz0mNLe^0|eSE-_ud
zV;-kV>p~DubH7s;3F&JpXtNEMn!e7I&mWp;XZbwX2VzF_A|g-wZvb@$8mq~3KuH3P
z)}20#QE2|+Pz^$qI<SVJqbvQZy6U}PvRnTdh;^8_pP7V`S1=fH-rlU;rNGCwTNzch
z6UHoj{}8<PD{W28VvHXj!apKNz?;KgDf7^@6H8$Ui9h&(+({~kLqq<!y;KasvypO`
zo*Y%SaJg0M3;Po1JcuwTEr)tRcu5I2k`aZ6l%<?Q#>~QEJ?UAYpk09wl4|0#X)1>j
zX-)d6<n}}2zE7-8Q|Gxh@n|F0c8AG&r@Q<d(zZz~<!|!(b~Y*NJ~MtXX0ZF%CMnx(
z!CgxEgMk*E;`~mmmTK<|Q=2_~C&h&%vKXT)nslHb;x}$VF2e7W><>gZFnYu~vfB*T
zKW>fN78`bu#l*&X8LA^D_vK<gNgf|?XQL(AWc1GW9-KGZ+lQCA4uVvAAdQE(foGsq
z1CbaR-K4oYj9KF(JN=@p*=%R2fF<^B$bY_9TSFrV@sBWMD`{-Z6cruaP}Fsh{wOu%
z475>C2kGzoC3pK*Ty7Ix`cca;vf43g&3Afy^%YaT{$v>CURv`E<v8hzn3k~PQ=*ZV
z&Ta-#fA2@ePmny+SbMGY`ZeX-g<Fj{e%1;EQZo<fqZH0pkB70<?w$gD6moS@;Oo4R
zCN98`{LHlp50{Q)tr|xXxY|qd&BH79x!QF<i)&tV(*U(Bt1why3=9zLhwC=NKPzo-
zK)e+Z<pJ@WdZ;rYk!~Hxd@E+cgdRO6xk}28vG5;{W%+#U0<~jUM|f@inK0Rm+JX?r
z23s`fa>_Wgo#7!tZCH#*toPn(rgDx7{acI<&`vaO$7UEx2+@jI=+C|g+?zjC9=O5Q
z8Y&3ehaWyjT^D&pjWUQd7Z*zf%AZ${RGMxk&gUmB|1od-lr&Y|)!xB!Zm2BKqOp>2
z`}9G%WVEL9{tH&@_jg;)oq`(6wko<^5S-&1Ei-4?ul}8pAgQF3U%StYL?2Ow0`91_
zvy+t3mx}`5aW+y0O&<fg!vZ*Z7wkktj(HW4Y64<Rfw%X9140k}O~LgXAK7kom-IkD
z2(PITuGyUqMq%SJAx^S0Gq<UMqT&S_$4M+<IND&S`k%5hNSdZW*#Iu5eEJAkvOxK_
z1rVh*00CA|D1`$)T6y+YS5h#v8l@V_{x<ysvOO(OIN0cwq16Ri9DPFV$+1iK-{pxq
zv3NeqFeLQX5qE1BJY&!s3fMtHs8>P#nQzSMG<pxP4N)B;Ty+0t7%kCdyLUWD)a6xS
z-4L_>(%%bR>~HxSW~bMCP9{mCL+dn!gLze5a*R^ujwZ-<zl^3u7(6w3nmGO0$<VBZ
z@P)s})R=bPjl;5`IhR{EWVvEqIhx*oeniHfG`FUy)ad`*VkqjlDq%fG#%+7Xr-2uZ
zyK+0leu<J9W(TM}hhT-86K4~S<oU*Z;i%AGQh5<tgqq6G`G_X<p}>z6nA5D5KoLXu
zV7VAkZNNUi0#pXLPi%67(ysx8{CuIp1+^2Lql3RP@TNq5xFLuD9$B@Ao3abr&J2u<
zQ^-LJh2cXu@9Es;(Z}$O+g(J3C_A7v5B{!wg~%NdIdzi8C<6!&^gcrqEUL~Sy+f$Y
z1pCuC<HA{;VsHY8um97n6js~W)<~pr%nqjlstcSP|E=4AGJ@0PD)l(j;^P?<bRHt*
zrN3jgL<qQuy+zdrSRLRzhHXAt(g4byq3!Jt-e*V;&WBC8>92eg021k*tZWmY0d88e
zgl~Ru-XS#zc8Z%!>J{&-!|=JgA|-OHKjr3r0eg4JJ<X4J2t^L%)82ko698i2ZKAMR
znrFhr!ltM7MvedrMMYfz2<z-Bfx80rc^tv;0pYseLyWlIS8>xcAP<y)Y>;>$2%31F
zcO?dbPZ`uX?3M=QIX5CBPL9?*P`fLX@({BJS0i~(5q^;V`yX)Z5bo|!xR2Fk(&v@&
zJ|JG||Dl`mE5zUgcKQ^Ys$bDv!;aR4$44Px^FFHunp)rrcwT3*@PY9~JrJoJ?uU-Z
zS_pvp9X-9Yte)2qP)H_1W!k=nVxh2*|2bj_zFd6oly(EI2U_5xL7ze;=MpuqnK&pJ
zi<q-^q<Nei10*Y*<pq@!vTYpHrQEi21G>oW_ZMK)(&AGG_NWIo@#edde4wKtM<G5s
z8X3dOS|~kv!Z1>obx)A7u368kS#N{&bqqht%^zmGk9pK@S*<->I=Y}|lz8oQsI5Vd
zO`=n>48(G|jQVC(Q|48i8{J!z{I}b`Khgfk*+mw7R=6ALgmtEOzVRron96<zjjA_-
zFF$G@Og9JL{lsx0#M|4uVEHxi-I>dj@H>6TW)h>KP6ao6!_ok{9{S#!K#nH;)}2uC
z75**ZaO9{2*cR1tC-$M6xA`FGqfPYNx95@+{2|T<kAiT2=-8N6o4Jjxt@3ute`(A_
z1uF10pon8||BrYuhEW9X8Z0TV76DEpfiB_h84#YK!Q-Lxn|A{Hghn&o=xK6kxDDtA
zdRk={Swq&JI0V`(|3yk;(dS<ublfCpHpGo(fM_dfi=^>5w0@`wYAo8nU-Dg#zW-g)
z^q)l+;e72mw*U2kJYBHu{hOxV{gylj=mPByuq)^hxPm@WI{h(kPGP*8l$(YLh<8)`
zABwn?0Go+0DE30o^hZW<n04fphFsN9CDm-0-SudDNUhFYL=^fXjNA#lcTaX!g|7!4
z9G%{E5r|9gD7sqU=`Hgpmp)64WU*I;UL$>&iq7{@$rtRiEZL={WtT#X3(UVuhVq1l
z%EYTIPsOSfp23Rs#IXrVHF<0_*P}5@ERZrmOR#0T)N6^i+_>q^n6TV6ultM3Qr(qP
zh)b4RM@>Vc@%wkX31YEF>KYnp#l;uP%F4_v_It%!M`pjt8yGNHOw^+NkXlwo1}A{D
zvvZZrcPnM(SP61+u)nmd-NUAJUB^N)L=fGlA>CNt+Tt3xO-w@4i_zQsg^htG^^{$X
zC-(L`*C6(50^$leG4GU=l;mE2dwAU){vqjREPlC?BO`ff?O?{lJ1mTFtj>crG&J;3
zxSW>b#f(l@OG9F)zdE&y$K2S~$<B#QdL7-+7&i|O7N(}AMo#!5Jw5$?d3=2Q<if&k
zKUFM#q037L2ZtF*(X6bj7Pby9{~5cRSyffly_S0SBwT<R$Cj7ymzi+qDE~go3la$>
zrHjHMA}NlQj^T6;vn`E{r=b3_Fl262s!?kl;`!gc|JuBVpkANP4bqDwB$4X6ws+zB
zpTGJhPg_)2C}Cs6Sr=KJ@?Wp{t9YwZYtkb*__kl6G8O>=0j;?Om2_~$#f`uG;J=;c
z6B0y=pf-bYKzRDN=g&97j*=JofVBb(MXkh$1THRBF&m}eKGq}+(A+#ZHH9T4B;@Po
zHw~)`o5x}8r<9!?cZtR=km#PCp6(eNGkc_@sOSyCm<@x2WY3;G+ntSmxbHHA9Rn2;
zVTk$gU_28Ns1dY)gTN;qH1V#|(P4oAlaF*daw>bQs`}!QlCttED3~<<{7GYBVSyH_
zppX!ONl|ez$IHbh!^6Y%U%%o26j)jtr)G!x?O6{GkGWc!hK2@y>uF!ku8@PT@DkwS
zBVuCSv+56iehtAR_JQF#^zznlir(ZTTPy`&{Wxc!2!LIs>t0c=R;8kyU{e3Uz*}dN
z(}Pftngi7G8j!&`jDYKILBlTm!sg!I$6=QR=s~K#$Z<oDQpCBWq^yjY2ed$6dwOEp
zy1QS4qhmmLc(|mL6w?e~ql=%PvGw-$Dypbl$058-3=eM)YDFQX3D?QV$gTs%jD=<r
zCT8X+P(D|$`TY4qWu<y{V0bt=8yg$+n8yT@v$ey)$iToLNx8PXOe!WOc8-7`7V;zk
z_rnVK(+a6YW<T__=j&NovO%{+9O#dC06zT!G!WE}LaXXBY?g;P_5dZ#!iPk{Qy+nB
zMom*w76kqR*k_Kdjt`wEc}!w<4-PuuJd2&{tojQO+;I9!prVpex-e|TybvP4kdd)J
zUO@NA-nrwwS(TF`3(JF%hiAaIm`eEg=a`*?LvVF<wJW%dv={mLVHXw_MuJ6XK)^jG
zr%Fr&v?AZ+xuK9q9Q%L~3}mVU0$h*x=BH<88O+ViAAAFHfu**#_NYeYw5priXG{dp
z0wjAZs-~u<dtg=(6VIah2^Z7W(Qz@dj_NTU9$t1{p0WwNc}9&qu--<p@PHht%vd-%
z6&o8H_g!9Nv);IIV-JARTWc{R6O$+i6Az@N{g8y1vBjI06F?Tkd3t(+@Mv7fUf~nA
z((>~3ckeK%sj2Op@cUtn(?cHU%SBxSIoD%NP1A_%^z>_RD#gfcZEn5;f)fzVhwI$j
zU{ON`%|D5XT+j`XHDL1LIx8#wrAwEP;(lle-{}tU7{Oq=y1Fo)-rlF|?CdBEMBpTM
zbaA0J5P@_VpxD13fxuG%3sG@vUC`OYZ`$QuP7a>2v9Xb{v4oWsJJ%`>bRYprp1S75
zzEo?wy{PQy?5qb}=>cJ3(#p!0JR71p5)z(O+0GL}#KAu%!4l6ON-rxLlq{wibGC8O
z$S5r>wX(J4q9`va@-8kemiRU^xUtUb7qz--fv_NSllZ5k(0bO{JjxjWK`ZQ1kM8{x
z8&^eneVBsQ)I894z)plkWyDPd8}O>AC=JkPEkNnKv8I*%4?2s8kKb>lC|;$OkdT0r
zm=@MwAtbkOX6gZL18;$fo06!Kt&4%`BbXQ?(@HqD<DHqGw+#)EgK=Jk!x{~O?q6D3
z=x^Nk+TX{?GB7ZJ5_(QfP90bai@)FG0o=OTeROn0LQ0C<0jGi1e3g`xbneAY-ArV{
zGaGAbuMZ#QuDu8v8W?C8A0PkU_rJQjnw6i=M*;ij3ji7d6Pofc|8kBe&;~Y*2v8Lj
zG9WioSs{eWxVQ*WQBmP9o+NLJ&F#LY%2N?CI;Pl()5!A+4<|Zx`gA082EdjFU!hRS
zzp3zI`-g_~fif+ChZ`Gv$;QT}!0o_ZO<i3ge~4?z9jzDO1GK<qxaUx`xbin+sYYmh
zy*P;OGj~)~S4X~m8#p<sbFs^89mr$uvGH*NPIEJ`nX#RZk@NBK>Fw!3tLMWn=vY`-
zU6p?HC_>Q|yaZr5-Q<Bux%KVsSJBbYkvlCVl4k+~15u|V^kX2eUg{7WZ0yF-(b20*
zu=k%RD^nUg)zC2Mk$Y}nAf7Xz*XVoh!MCQRg>1_9H7{5TC8ebtGoswU41>LNT2|IQ
zCqxcH5No%6KK?g8A;J1+|D~g&BYyJ4yr{q}rvP~Q7pbYKM*w=E*aI^^bb?7;lXBLa
z{r&w60K^s5)NW#C!2vKD;#Q^8Rz|?#OQs5i%xK_oAKbqm=<Dw<wxhTXELkhu?<}zI
zoc7CVKC%teR8*4rL$Y#mA;37?*U*R`{_%q-Ted+pPlGWmEG#N1$=phP9ul0`_}yK{
zjh&r15Cv?5&J{*}el>3&pV*D$4#D|v2{&MEMI|TS{`Bcn_~%^Pqy250x%NvV@L>^E
zcJ^@gK)AaGeciw%(gRdRF$y_4qTu*veL#`Evx+TOvs?j=pASVviU1%Pxw)TcX=%N$
zt$ikmEz<(Xr4@zTA3rqvO-kibM4!T3BRWaJ;!GAJycrN0dMUE*HqOa<6OmN@P%vzD
zpy5=RnVInip)BHY@5z%G*jBwJrA6QxV{Br=nZ<Pbb{yzD2En%i)vE<9CnmX1FB8+e
z=D>_pJLD_&jgB%S01rW~u)O>=R9U1<Oib_xZD(2t)C+XHhDSyMgM)+7WeW-l;+qr|
z6&ZkJc$!L%A;b*qAM6f@j03$$MY!UMs;YL#pkrI4eJTHD*75Pd2|$1CT60s=UHB^c
zeE8oSoDJ=}I<0Re&MW)_AM;~?w*CtiAs`_kd3%YM558!iGW`GfV&r4gKLN(D9NXLh
zMz}fvXg+5sW+(68yMMm{>CRbBh(>o>!V!v#i|Z+!?gi6UF-%GjVLpZwZ_snHsbnN$
zNC@0{czD{kAO+Hc_L8iutVeOi+*I%=mE;IevkwpqQ0E8(7VlkN9s#70pd-iC<{FT7
zve8OFvK<cx)~1!6o$rGWoN5`pMl=F~n~1^z;qZG89(YGbU;N`Nf^y!tII>)|!c&BV
zgzFm{4RF%nmx25&%0tD|dm+wVyM7(pVRg)DdJL8Upex)j&CLw}QNXf9^2rlY#Jgg|
zA3QjZ2t8Qz%rfz?mas4o+yIGrDrEW;7jrc>H37v+U^p&vPy&2CypuaQ1N0DPS5{Ws
z;%<=~xtLi5v>L##AR;FxPlR?R=xb{DsGNg5nS6bHCjmUY0q1Z%Jw2<FV>gWW-Mgoe
zJ2GmrAZL3f>Fg}HxVQ+fY~zc0MRhf@@aD7p>AJiN0W=gY8P$y7X=Y_-OWeDM3yX%B
zj0_tG2M5Xz*p-!)Jx1I>=G97UMM0>7)A%ZwvjC*2hlCp_(O<O$K>^1}q6hBQ^z<ZX
zh4KpuiWUj;@~Xgn#STFqU?ePO=6pavbKtZW`Q{CUp}M?$C?*0@e-e_BBE#U$1io&a
z&+tr6iNnsI5lR7H_BH@NXFP#kR?ySep96CL`@q2Vm&(8ZSEw#bFD<b^fNw7<E8{IJ
zE{=vofmv*Rd71Urty>SiflG*FdM`z8N<c_30N_@G!=t0v`M9_^3SKh`81;J3+PAcg
z@!a2c#)yNJ6>N|gTSsmxf`18A1*jeBmrqSidBNpD97KfH!t%1DnHeh@^o673Mps@%
z1qIYRAUgXL-Forjg|Op#y^bap7FI!dx#}}`a_N<olyEyIbR_hPc*0O#murDAJX!j0
zwJBy}#EtJjI7Qx%u7?|6!*e^Dnr5<pK<My+b66$+Sttax&UhX?0RaJI2TZFuF*X(g
zhXzXE!b2*nszlws2DHA1t=9Vv;bJiKB|??1+}z`Xlzd<kF&GUE4GhMll<Mizr{QKx
z@caM)_^9N#O;-VN**iLV9^MBAwXVU9Lr!zNbr_K4uv<t<LO=y@qr&Cy?X<KsWQnL%
z2U2PelfOWFD2=g#bFN0|dGOPdu&}so@v{c;BQ@YSVfFH*6krvMPJh<pn@mg+Qc`E3
zQs4ubm86VJQ*-lKc%b0mfe(lZ$*m*0sqSbeq3C#L#~yY}DiD9rM=As93}kP*x(#Ca
zk{OK-v~V%W$;qIrDW$4P4n;<Pn6pNWi-Jk3f!`#JjBdgsD}+sest_Pu`YJE)7C7CZ
zR2NeZ1{70EOTkdEY8V)}1nU@H&R0OOQ!6W>U>|o0I=omRb6KBkIPG&y0I@_+F600t
zCn+thhXhpb-{+9NEcxdQGYN^(L+=11c8ywB0l)?*EmC^;DuAZ(+JB39Q(qPT1whBy
s|Cwb`L(av?0(<xWmV*61zSw?(B{mtNG`|`<i-AA)r4%GT-O=&>AA`iz4*&oF

literal 0
HcmV?d00001

diff --git a/_images/72a20c1139a00f62ab378f91e8f221bbc7ed2eef52a5eca17f1b597a0fca1b96.png b/_images/72a20c1139a00f62ab378f91e8f221bbc7ed2eef52a5eca17f1b597a0fca1b96.png
new file mode 100644
index 0000000000000000000000000000000000000000..25c094711bc49ebd21ec4286d8375d453cd3b32d
GIT binary patch
literal 77269
zcmbrmby!wi^eqY~5`ut$goGg7(jW?w3Q7yoEiFhls5Da2N;lFV-Jqm|bV!Mm(k*%C
z_WOQyo_n8j@40`Vf-mp8_gZt!ImVb{?jS{Z8C+~~Y!nm}+(!>3l~GVGX`!H??qFVl
zpHP+zBmW`fAoa{a#pbz#vw@un$`b<zTPqs}D|5qJP9}Et<~A>QID|O3*>0IRIM~_?
zb8=e$=L<M&>`Xan<S$LYn_$^K)UZcE!81U<P;*6d%u!HLP##G>P<2UMn|9V7-luNf
z9-A(WObeVt`CM4dN6c6C;~^`bTyM<nCp`P=vAF69&l5B(VwafsOf{b8RVxz^x7_2h
zpF>l<O!4;8#$m@7EVS<Gx=qy0<%O2pO|vIqhm7rqGlzdXW~gK2bB1Vq@x?LWkJj8_
zS&Uo%ej^o0r}g)z;+O_#@2s%?eG%5fGWvgC!Emc9_McxAkN5fi{^DTYo;c17<-BK&
z9yNn$$mjp_Cc#26vN7vp1sdhtlmaeW`l>9%eSLj&baciweWDkqMuLYSoQ)`RTk~zX
zsw_)=Ngo!EmQ%c`Vr0LRne>#^kA8g0+8xJflX(N1##b@;?{x(?gi+qz8B!26IsP@%
z;2yhBP*C7<v_<nlz@~3!^5fI|lJfGNPsIjp{(^#nCEge3Y#r2swkWKutgm0c=3ZBj
zmuH}(^S!~YNmTL_)+G9QmIDg>E$K8kIQURrzVBUgym*Dhh|B(ndWu_OVIe!a=BGKh
zsBDFl`w6;Q4Q_nXwT?y$?V<jjYHDh{)|0$);>1)`ed|+It7FA_v65`OywRUOOKMhH
zY53fLr7pQVSPskFnwc%16fB$dqt)*!4wVS0y1Kfywl*oZF(w}MeO`(j<vdcJ=Q#Ol
zg{}Slcv@Ool`p2ToA-Z@xvp1?ZEbBekB;6D6%~!;(6Ja6B)oq8;p4|1zh0gl?=KWL
zozwF3kCt%4ZF!&n3Gg~QHW6wx>4}w;l6pDcir&_kntCfSDT(Zkp)bvL_mSqYE8H)(
zz@tjo`*^98`<~U#n^ZieeVK5FY<i7}=0n*g!q3Nwbly^nCdcV{CAjV`DU}*ZrKhKx
zjTVsIbz0N^8h_{O2Z3;wrysc-RumhLf3aqKuJrh0M?pzhT2+;!R;XE^+aTOw<bJRg
z1h))ta%T-$IzEfxRM;7fFa?G8+z0yT=;+@HG<e?gTL)KE@L^n|=-hiB6-BuJYlKI7
z2(FIlp+5oaJXgpST=K0pJW<lh&F?kv_i3|fis$oj5?J=GD8{^}`LPDGB?fH|pFCOo
z*%eh?Q-jK7_w(WL!Ftbdo{H<){uo?Tzq5Al2Z0>8$D`w8yM=b#8*I<SF3!(_LPCs&
zbCop0obBv>)GQ|(!Kc?BOj>4UWtBefeQy<xzIAvglkp8g$?FOp70wFbM_6G4Q&X8Y
zS8&IhyhZQ1?QzwQ!fo)9KWUtzgPrDn*pD2ha#A5X<Lq^~)Y!Yu8~D`JHsfQpj=vuV
z#meU(0pzebLzyJs0fB?7hl+~&`O6oA8#mNat07KZeiv4)e9OSNEfYou;WSxcxqE)H
zX{zOjzbAopxHchSY)n_@v`)*-%{@iqo2t<FYqZdEWun&egnxd1p4VoE!UrOp)c;zt
zsCTkf)r&5CaT;GHTDpnrkO6MY%*-TI%Ehu_HBZ+$<DPhUdh$@({~l#GG&1@FAM?`L
zxqpw(xDy{GJtHHOJSQ|1*Qot14L^VEz`%f2`08W@tGv8?flgiQ(|on<uRQ&VS+X${
z#S>*Fa&6xWE@50t{bq&)O6sP@Ra{(pX68prmRK~B1h?BT{g8;0Z~NgOoHRchj)(DB
zPVUm&h`OH1K<a~uWWA~vI=7{c0^{OHQ10BhGtv0M(o(KJ`JP6pAvy`CuJNzoJcWAQ
zo>=xjOCM}7v9W(Nzq$k)9B`dp7UkHOm6<sxA_D(lb2dCCCWeN9P#jaK`Vo@hS`BOJ
z>K1<fl(ev5p%ixDn)2k-tv9RomOtMA-7%OYr<6ZZzthbM@7+#I*3#0FFgn1ZUPN*K
z{{747=mbPWlCaaZwzgd2tVm2g`5TiZ&&WglbsOADUoJ??Cke+a?!z(@uN+S#d2i0#
zLr#Qj9LJLk=}<e7D(k6AkJIgruPLI`3JU#<GdbEdb`XSR_RI2N6hema#W6*2#H=Pi
z1#NBFl8H0<;!6eYAz8Y_to(Ve;o-(Kq?zdXwg8oUHFiToL(HpJjXJ_8g|6-QgrZ-)
zQDQ#CQ0u%IR#hb+U^8R9I+!IXDY*q1(!j_lYN5uW;ys)guCYUli86Z8vpqtw>}2)<
zMlHy{<@17&s-@oiO{{G10|GDt@Ti|3@2#Hh^l-9iSK|u^2%Mgta>s=BheJHs&NZXP
zvT3v?-F3EgaL9ZV#lWUh8|}0{NtTE1w%VokXJ>JHd%NqpO#1>X6cH|qPJ2SvzjcS^
zt@zS^6`oEmh(~-Wc{{rum1Vn{>S|+VK2G=@(x`uOd?G~AK&AB*BUQQ81UDQzt7ISK
zE#<gP<ser_+8=J{h)YPMxV%kCp@vk)ry>cT6MXw`PWxN_E@z7Q|Nkgx@L~VkQYn70
zHt|L_%Mc>;hUXKxOy#_IVaJby2AJED|JK-_ZE)Td^Hfide-~@$=BpP|vBU(!nKO0m
zotpZv)cfJX?aw*Ft~+!M?uYFi9T<1--i30f0DFr>c=WYi+Cn&G>Uy3rP}kCx^UQ{_
zpHy~CH+iQpt7H$<*qh46u=v3hz{0!Ms#{sH-IjjaJUvY*BO^0eX)X8c*|V0LG+$-k
zu_FaP(8CM@0OjOxv;ULm{rkx(Ir0W3CQ^!uirHgDx((eU`RcgKl@=qxzP^_=D=bWs
zQ+Wh!=TJg#3M?IMFW^w$PyDmH%wsjqHEhARyVT3$F5=fxHS5)5({$z!Czf6=_Um@_
zRFw^n=dnXy@;$i*xBVTDluw^{VGY`UjpUO-c`G;VXAl;Kd_TF>FM2_giPieGAo`jZ
zvSaC7$eC+wY}9yHI5(&7AWX^Gu%{e5Hdr+j#a^Kqnv|5}istq8Eg6sP%a=5CbeGlD
z#~v3;$;hx?kIFh(%}HU>YZQT4hg`Yrq7BKY#&wq=IXRg^$j;X^*_A=zaH7Nj!iqv4
ziss(N^i7}pp2v!Xnta)h6I$W&t`1)_xc|3Oi(^JAuxnNRgaiyoh4cWb)co?YOdN-f
zpv%@Rb93_qU6nl5PiEiHI=#G}e&Dyx)v4n*?MqC9a}Jn8vC+fzd4F=!;yIMi1wRtq
z=5OC3xlOvcyiQ%-y?bXzeA0Ar9+Hv*P~mFo;{@)6%BL*EkYEi)K0Z|~)}@3XAm_9A
z4A`bT(f#b$QP+K)Peeqdq@v<We}8zET-<XZ4oGzn0g!izt*ouLcXkYad=Aq1p&%=3
zczU#5{ZFzBr@B||w60k+X=bIXtD8Hb;C*6cX&I7}W7@b`ZqRlG-g9N5JjWoVuI{eq
z@!mYLm-~m$m=xR)V1P-plLrUubZ<z3LfD~`%bSsjDG(xdsNU87$B!R^j=zW;e~<Fj
zt7S;ze*gYG*#*LSa}Yw(?O^Q@V2W{A?9Ij#4#!`^X>xHKD6o<Pjh^nbw6vsmo!Az;
zV-|8!ybNK5YJ#UbIs#zFA&c&R)_w2beQ_pWIaXw{HeNbDIay{qFD~r7@fETk?y`)O
z6oMBd?3Ok*`t-cdz6_*E1cis2ey@J%;}x$BcZ?KdI0UIsxf4ZP-__VJ+nt}fLcAGQ
zZvsMiR%1sG+n)jHc5SjE<i&LD;>XZb>cP01P|@JimX2$)9rjj~$oZ|}=}RpKGqGm9
zFYYb(r{uuZVM{UYNHYGjHj8_!L&9Q*+a1)up_a+#kNg7Y<H)L3Ft7^W2LuGXXnBne
z|B(|C9zJHyOFj({7k7Dcra=p1#c6ZK8bJb<l&L512Dm2>6%G)owNOsT4m<&P3X4^}
zm=<np#K5Ck`KX%rZt?xZM5AY&e8#sGUh>es*;ze-mp>$@AwfEHb#-Zkp*#3&bVlCx
z_f#*^{x&f&v8wB_E!EbTCK2$fJC;4a&hx}6dsokOkvJ(NBxD1Y61g(u%s5z7Xja+G
zHa_kEl=~241)v9VJI-t4cPLZc7eWQNDFM@pQl@@@04AJ@zjKh|2}ffsZ>+nszh41?
zGdWZw*RQ`@{(V<i_!op~1=~rL)kOLw2PlWV5}D$U{_{xjS&n}0?d|0v`3>nr#AT~l
z(Ygfo0ZQz4`%N2s3W~=T79R~7N28*dlwL#58!53iGLnd5cv9`Moo+Cj;(h)IPBpH*
z8wv#l1?e5b%Y=;b9>4AhJFPv0+6?&Bc&gI+G6n{Z`+?Q>>1mBJV=RDXoeuR)O`@UX
zeB4&<?(Vy%yZz;^yU&$XRG{cveXov$B#=6^%DvBoe))3A^Ir1S)>gA`>FB@5igO@_
z02tmLdbvJXaY-Mk!ZtIBP&EmCN{u?62b)0D)g)IDk&?#eFF=*Fb4(OMn9WpA?ENOr
zg_5TR6Myj*jc+GojI0!-%!xW@PDmec$4c3c$zWsAR-y_asa_&wAzWgZ_^6nM#uCFa
z)cB5G&hE!&thR#~R`p!vEZNwFkLtzAzmHN}m&m;SERwv7iW2fV6>K^`X0>1L%W~eF
zp}6bx7IHROSRwowyPN+szr8I0ug3BB4akV&<Ifr|&fVeb#A-86*JS~ga(->19P)(d
zb~USdQL0*g9zc@Dsd0!HZE8#Awe|J#q_~*)crzCrqHF&aGa@lSUK91MJd6s-ykEy;
z#~>5TxGqx`={5D8pPev6_KsnB>h_C|kNipHiKB4Rw;z3-?d|@MeE)t~jC{NUpmMZW
zuRoeu#m+NyPyAMK<1q_>tL}sNy&6kc8U)R8Hl1=$E!5Z7?~K1rl#-TS`Xxw0LK5=G
za4?_jK8L4Xjoso`%6FZN|JHi!TMKSl4<0=5r^QEsZEhVMjlJi7V7oFvQ|q*D@#*CF
z=*afhFtdZOPWDV85GgdBs+SAxC>k?srd5qYu=+0{diE5BgoGmBzds(H$?T3{wLd+2
zIay_sl4Z(qo0^&$nBmdktT)g8^Tn)CNQ%89FJUQ+w&q%D8jF}miuF=FPYxnuV`K9k
zw!;bnR7{0!z?Np*5tnVciqu{rF~Iw!<>f|@<F%W-?y2<00<*-u$!`p40?xuMbqP%S
ze8_qbQ*YqMqzCsrj<`B#Ji@0M+?^}$nXK++Qc-^-fkX1_S-ims)T`5jDI14h!&srx
zZ=^HQ)QfeIXoi|@QnOL0RfTi0F_eP`XV-N5#}|z-xrYzuTHauw_;-gu+H}k|0)U#Y
zT|uyCUum~XjE^7j+md_;=#h}~28CwfXh|`|6wt@*9?mAxgXu=k4?skR;7UUB-ZLf3
z|63riZ+T+QG<u#uW$IOxL<45B{59dy&linqFL3`w3$}A&0MnSYD%lX=dF|S@8sUpx
zf!Uvsg6fZcguwB7^Yf?iH44FIDBF3@N@*qhak?Bl;J{&FVs@$?Q|eECGWR!vllWz0
zy3Ty^6ElQ0LN7mm{)~U)MmtCWfk8p2`prJ51zJ^Mk+)^a+z(%9elmLiP=C2E$q2Z*
z)l_9@d+1G-CNEEf5d!@N%J;Vde6NYRO2YB;_#*1gveo)@-B?NGIINw^)*Nbz#|{<>
z9Hw-jIQ~XZ02BaS3B34@q7UcTf4^nMWA_Qrca(Tu^XriH=YU117Ca*WSl#=c&!{tk
zCQ-=VAAVR4<qMJx&)LNdKcBKM_&|Vwdp7}eUPaM?w<@ncfHhu0Ns5Y!;-IIeAF>pR
z@jBey?XgRG@aD>@hldCEdY#>3aFI+nl`sYdh7O>6N1KNI*cZP?3u{=;&d2n;R}qAu
z1F`QwFB?5DF+PsejCA+iUI9lXC8Y$Y4jD4xqlMZv%IXysPm>A@3ya{rCuVN5u*eFy
z?U^OT#l`haPHHZ%uI5?JHa2XWY&P{fXxrJ9ZIt)lANup>&nln{M*w)kz~3JVfaIa0
zt(`bu4M1^vywu3?#fulh06BFaMLI$t_ByUQ8@=Z?kqygQpbr1i(ZSeZ#HmwjEcgOg
zp2h(bNS()z-@aHGND~Hrk@V)xn<9V`wZPqm1e8f*WOI1FJ(fdG4W<$u$U@TLRMxo#
zOun6z35bsJmrwjZ$yLgsiU^hz7m0klO+xFPiLiygzw%h@9}o=Ra-ot*$6tkH1840L
zBO{|KOU&Rrkc!gup;bf)0c;{s7~79I)K&fn^r6VO<#%*iHMXD_Ku(IjCILL70-(Hd
znmBq^TM6lo6>w^k#ibg$E;SB8AtBV`i!{)<T!q#1N6Mh^3OoMtt*EGAZdLL9lyA!%
zyv`DAjb^Uy^kZQGfE)KI`wcgASN>P01;h-4*{vB&m2#8OPj!>!-dQb*A8+B9nl5|L
zYr)A8ynB}<fm$)biI`uiR7a}x$*py_>trl(8V{16+!D3)3;L9|#T2~$j(?F&pr4-X
zl;eN1RR0Gupin%Y<qcpkkUz-|ATx98H=~H$yY~{fAc#7Uf9?#q0&m~joTWB3HPzP9
zArp3BI^3M?cla7a$mnt~VG1d*t*0ksqTKXD#v|CtuMhuj3++uB8XAwoY3JcWErFr)
zSC=rZgS4~Rbb-h_s}tpn2tEZk?r(Gq>}7Q*2MY)1XSnFOJ^-q>q<31k+&nx)l7t;w
z0Z9%FDBiy~wFj}S8*;Wy<pJ<$u6uurMPSEwpiWS$%3Zb%Wn<YARx5xIYys68%zQ)$
zV%FyXYOlcjeAcwIG?c`9?y-;z%8a|N17DH-S9N$+{v7vj8h}Jj$H-Xju&NBD-(@jI
z9f7raUVpMCrdU96a43kb{{z)5f!|s)+Y_kO^7k5h6gmcmou-SkaDYM)(b1A(VknS*
zKDV{C*?LGyUIwuM;ra;tf%AFCe(7;R0TrJ$(96g1T(5?56c!d2zrYoCLMrbal!n0e
z>xV^I9WA^Gs>WQD!u_s2O~@%4bx!P%_u58AV&Ggw#>YPdj)H=D?OHqh1Tx{xzSV)W
zO8^Wc0<LZU2;saARRwg%lG4&U6omNrh_==aXuh1z1?ADBM|AY`WR(jG3#bDY6=oHa
zB2{<J5>FE?yMhhtGN1U#C|SjQVqV_0m-uFUwHf#c<y|MzN*;zs3mxI6ux15%O;k|5
z+uxE&z<pq0W24>T<BI{@J-@oz1^ZkLBn|f9^W@}v1<^AiAD{}~AO@tvD7t|1j@Q^T
zw)x{`SWT2&zI-{psuV(oZRS0nB`6@b0c%Z-jTLHjKmvXH;loW(V}X5b{Vr|-$V4nA
znv;)^tG?2*vUJrvWl3pi^04jw{a%O1#~4A8k&zP&T7Vh9?x4~)AFNLS2<UW|xF7^D
zw`tF=f!x)<$LZb<KzD8Ge3vp46B9pRPqAk&U%osAIT9q!_aJ_tmViWIF<Q_C1=bv7
zFQC9s2YG<LT*AY{`!!bF-$CvDwQjQ!5hF`WOAWrIOM&{sZQ4hHg8Ul9W5QkMB08<s
z703xSZu=l17^jU`1O*1p0n2!%rNv4arbP6GANA<yh>23X)M@|M(;2tl>}Z!R!FlRA
zh!4Mi90(xKX>I%gl!u8==7exw3}zcW;R8F2OP{>w4Z<R1AVqc&QcgO61V|>!f7~<+
zW1E}B06;&>^a}Xz`<cHNiC&ZDQnn8yU9m`8Xl-o`L{QVEuL&;h?u6vz!D{(g5Ip`y
zmczNPKz0JnjMsAXEs!{n=%UP@89-!1H2;9h=QSJfnVXw?JoZqO!N?@9gUmixT4~J<
z-F$38b-B`Z_vfrf(~-Nfvhrhs_eupiIS!ZG)#In4qtQaz-qoa>nx&{b5;(5E;EQw8
z6U*@8Ev)<$#oll;R{fUj0#oNKj{SKO7HEv1Dfr{wBtOW?&MtG_)Lnvl?cyT1yWGDF
zOK|k(52|9Z?mgJ%j@Rf{pM5eT0JbG5BV$_oLRJ<VGL}Cc$-R5`f`Ws)Av&C#sKwBL
z3mRHlelTgOsBnBWgF?LLA@`JM>M7Gy^gEox7h>NX1M99FzIe?+>}Wy$^mbe6JrAl-
zX<UB!Ipz6pah{J9^P<D<&tfkg{$kF2lF;A7E)`Xn{p3R#NaO(J`v7S{Vj%Cof5HaD
z5>(vlH*emAe94ovFh3t@PAc6l$$GZGH<s-17!n&67S{OGlxa{8kpy3`;TY?~IutAA
z4FX#`wk&0RD<eMr-C=uQ#r)>p2fbP2y!=V-(W$d_?g7>q3fC!4a&u^<FdpTxR69{%
zd=aH(jXyo@?d-7)eQhz@cn^^L*H1QpRuCZOJnK1zAEKF5(-<wCLBr0Di{kC=4U#ad
zZ<bPqGzvnPLCt|=Xd$@t2JgOD{s=kM<f~V&K(x3ADzrEe_M^l3V}d}z%j$UIdm7aw
zSSwVNM!#{$Er-Pxe;N<JtP{(5lj$B2JO75*62o@?)lO)0UBY=!p=_Fbv*dQ>icuXL
ze}8W{({Zp^a2OEztnA6_uV3Q-<IcI21K4F8Wo7D~WC?m4r+dASJ_}Q2GFNE8=3odD
zbOxke?R6%+*b~>k!%$knvSwYTZmu!6b(eCgA}iAyy)Wsm48VPq1{S)l)suA`(KmPd
zq<Jj%?@U&1`g|~&f4p>cN8mPR8y|LeS62{VQq#%hm6brqE)|wz()lAuX3+%z-FWol
zDySagpUk7uKHpsl$amiOo&cb>-0U0eCrx%xbLL~zb<==Uq3r!03x|%%9q5zHcpmD2
zj_{@4bvGVP{KO=S<f~N&TlUNHHm_MvXm*HJlw11H>)(sNK_zp`uW!y085cy0NFPDY
zA*k;8=QiS+<RXFR#TaWWpY;OnlFV6PQfQ&CG`BqQo@Sv;9lbiYl5PCkuah|B`0X$x
zd!SrM2MD3ac6Qv5dlKBLpo_ze+a~C7WSea%av$e*P8vDD6(I(PY|@WPM0L6kCefQG
zW*<VNx8+o!Zap4){@qOIeYkE>|5aQzqwzSk{Kfvaconp%169ncR9{b%1f)ZKC+}(0
zI^@wz$U*~ckH_pxZ~j(j`$yYKzBdqVC7Jxt&)S6^+Rlvo<~N`b8?#Lcz!jf?uCG()
z#79wOF~WkBh?9eLpyhkNMna&eHMvzA5^@!?sp;OzH(rb3K!DRct~);;TfW3Hh;$GR
z6voZrZ_W$FzllmOl4hr6#w$5{>1nO-&wUB53i3peeLZ4w6EF5V*NP}#<p<1lqaN*2
z9$C_=T3oGge-QdYKkm>qL_GeD6ulNelx5I)On^ne=U`e|S~_ife^jj7fP#sK$4E<y
z1_wb*6bE*d46?>e7E$yoSAMLmJqCV&({cJ|IVE8O3Wr&>KR)_(?@Jt;%MbJ7aO+OV
z1(vTUmKU7PlPK)WDv~C7t!T94c>{Upp-%A1l@H)*0-|a>S)^IPa#P@i#}6TBqZmT>
zNkJqV3gp^URdMP(mH|~4-mNu8Or0xLeXGl=BW_d{hgVXTQb*%AW}G+_vl`B?&YiOh
zmOn~avnIz<b5d-$dKCT&J2b_Gnda-0Z^pmZt7fy^4>zE8AP^SB&euQ}LGr1tu10!y
z43Fc*@|3e|ot&0{n0=m|O#!lnI*_Nr2*LBk2lZ0?J$HU6mmWv+0dJ}9O%CwzL2C^X
zZ2#vVLZml2USUZBT*L^9y)3^D5pj;dtM>QQ5*y@BHR?8RdmZ^=zEj48$UVFNbV<Q8
zCE6<QqNj3@ZtS{v{M4D2?U6gC22RlS@#Xvl2hZYnG2(6S<*Fs3=8ucV^KFmSF?FuV
zO}<f(GuytQy3Vv)=PRYiI|00&90>O!9A=O(hM?_qjY=dCR7@05L-=r-I;(SE3WrL!
zQG1`Z<SJ!A<>~+h7J*ctOt;+ui5c*O-}XWWkIjq-i)wB&=q;IRbzEU8H@`hyZQk5<
zMpaCg#JaBInV0-7up)b__xAPYnceRFYVVP*%vbuQ>zDfjGFbPiukle_KDY77uNsUr
zS^9;}-v0W+Ot1?5b>r(1&Ibva10HO{tGMJnWWj8~)KCEc_K9peg1!r_$7ZNRb|N79
zGxl(`bX1rR`2$H?VwI+`+vB=YL_M#$fEN@tdcg)l;QQSw!d!X@%r8TkhgK$0RwmkR
zXxs-@NNbC$^t0gji4cW$CUxWC+SJxpMO&sU2V;foQL#cQ#qv5YUG)KxGyJyH;?&*8
zx!>hiF{SR9DA`x~GO2FpqUmqeX!+|{PgN|}b)M|Kc=jMKSJJ@XVdWl{>I;7Y*&=xV
zgiorToTEkI`@7|uP5GPbWnHuH1cH_FQVp-3jfEPOI9@;9qgDNlhRV}iST;xyY$)9>
zgcYe*N`P|edHT*kJ*&1qBJn-LmphUiKfOrPCKYeBvAx2g3I4!}F?YgW;#%OvF&ck+
z;5ex@&g@>1wkPQh<DTvnr5ybSD&yyoUK<Jc&uPJ#@Q3&&D!+W<@!@*|^>-OwsO#?+
zL0eNWV2aq@OJ<M3xlJS<FFxowE^;l_@f%*7yY<~Y%>q5V{9MJnR3`;ePg2c>O93Qp
zuNiC&at0%V48?(V?6C5qX*bk3ta7L74Xw|Tvg>B8y{wGts{X;eqj*b#9i7`3zujq{
zi_HRyaa4SaQ-7Re>%~V0)oh~$6zdtkJ2Z2;lxhdV#bYt2imRQH1dM;L(>+Et#}2?I
znj&<}`)2B8o+zx2T(3#(7UACt>WbAw1fjQd^khz6IC7VoTX3Z}#^MzFf75>Ui^(Uc
zKW24Ez%>wUbuOH9%N<k-qAiF&eU4>-R!Z<WUkCRCgsyh&nUCxSeRRkpBJPjcYPW|k
z)Nk<J5GU#^v^~>QeW3T?!{K~|^_OyeUrpR6dI4jHuR?FLtzx=Ae_#;|cTS5Ct{sV-
zH{+P;@2qg^>gzqL$>My}nNJuKnIx~URM1S6K`Z`iZ?|h-tZN&gI1!DhSHR|!xGXKs
zR2rvG8uOA=-gN%zh2AH(o9D^6`EI}C90^(jVK-<+soH%GP}P4>HJq@oDkbw$y2P>k
z9Qok;CwDlLq!Zd;;}a98LUCSkLR#X1B64zXba?cqQF12<q}N{A;YNpb+nE)lt)Fns
zsaLyF+^F))<&l-455@=T))_v|isCCnPwq4k!*<n2{n4XJNsc_#gkLo|c=XX|Wa5|^
z58nn<ob87YRh?k!Y8FxRGnRcECYN5j^5J?(=9@-FMa<g~#&UtDM>e5_M(R|!0s}%d
z8EOxN)XAio>>g$HJuS-;N7nJ@xAm*Xne#hdD^+TusvHem;hnl&!CVe?jTpAmD4yZ^
zn(tv-#O0Ayyv>hhC2PC$+AEYD3@Z{h)w^rQjg07<)M%@yh&z24>9i2-yEB9pL;um;
zv)Q=$x>QY{K>}hb{;*@J=7XsHd#`_EyyD-^%fX5ybX8}P^!ls=eQplDQ9MTQVTcH9
zW<7j~6DdHpWYv;k%xcLe&Kv<^a@JPi)=<ct28sWs@8Hvzu-q-Byt#>s7S{avl=YHh
z`iHeS4yx%9?~vOK488Rwj{+3_D|;rh#qA=|e>7=rRD~dou<a%{o`xd%EP3Tf^VtyI
zM+cwto6UVvtAW^6<T~>sdUNe}o_(XF`mQ8QtAq*31};w;KgVqke|LX>@z?a_`poNT
zogp|`voy;Um4oh;#!2inl3~|4UhBz-oi%O^VwY5^2&bo~8D1ql#rUlA#w2O~f|wQ$
ziIn1VEhAR$?Qi5-i!3gLySFsD8$;^5(#UDV#Km8OG2jLtzm~ChV5@k}o9UF+QRlQj
z9|nvX3sOw1On$GD_>3~N;-T7}P-oq~?iUCR<DXAkbsjdRn1`}69@?Qmi}<I~K^rEG
zeHncS`Bj>-tf7|5!}-nr)Hc<Xy&zQzUgD~5E{B`ru|8R-_>P*Zfs!;daCTkyXUVme
zX{pJbH0oSXphF!gAVk!O0^Xu;{c&s-Y`&dvIn7<RwlofBXqsW_aBuxJ6gYq6E@r7y
z0<@N6!X6SK=Bh~bRZA-!uTSl2npn<j1tZmQCB3U`G-cgsVpohs-zp-CN6QA8?VRPx
zDH$(Wkpu6S010N&t($_izeApX|D(Pd=<62+yH_9FfIS+PczP&|0$u|QwLX^^2QHk$
z>$K|0inngx+5T3`5sqyf&&f;Ui+*xqe@3oInIlmiDJ!FLDp=dnJlou-kzzaDP~afh
z`Wo3k-7nHU`6STBywVKaXUmse+`fuG->@t&wK9I47`#wNWZkt3Y$tCtYf;}DHq4Yy
zwx6cs;G9wxSnXq}uRVq3zJc_TcUbt*3XL?N3+VIK(&`a}sEoqOM7PLWMQmeC8ZpnK
zyW@AzA>kIzDhX4}Yu~tHJ$m6T<s8_QW+l=}`|p+D_hj%@g1lMnc9^zj6;$so{_5>o
z6nhtxrlRf+3NgYXR9@<<)}o5S6p?*dukX*xKJkxfpt+-qtWG4dI>=GZrMuZy#J$+?
zXgC|*cZVYmom<u4u@Yh|T~JwPMy4(BOXi5Dl&FH-5{6dnJL36~P<&_H-u9N<LFMSM
zhtK{dmk{5&2#;{N((svEcWYzNBhW*oX7YxGI4lxN#rzHWMl-1I(n!7}aJ<s%|KK}^
z(wpHTJ=t`VyzXINb+xoww}@kP?}%XORzzXkp_La!J^0=$V|h!Xi(HF#)=ukK2mB&R
zY+q)5pK`tmA)#qBdSJA>XYXt0kwRZ_BH+?-Iqlp%cJLeK)xSX)+1NfBBV%cmB^;d{
zoq<blRTv#COQcq#Ybpn;tF%Vf{+p29A+x^TpD2{bfCb0Ft3gnw2=9HW5Pq%ps;w_N
zlIH3ILs3}W!!GP`Q2==xzKoXjrS(>2u~WY#aiIq)s^p!>kAC}aZXICn=@l2dF=B^a
zHK~o9w8cEVgL;moDol~ag=F23aZHDz8SO?7^Z|9+`WtZ%(ZQUuvrsy?dF@)bR~R=*
zXGAhPO>j)pjGx@e++xh!e2xPzZLuoLAlmZ>6)4XHFw^^4C?gdkkTWV}b-C+WGW0r7
ze1eHt?f4iT1RDjOcA31wk?6ni&KgVUr{5W-jF-;~J+Z7&S()2Aa)qywL(($w3RW?&
zN@Zo}h!7y)N^tW5MW6o@o0Q=1Z{?cvGwHNwMUDGn@oC>!%INo8q<+&si(~q3CD+WF
zKQ~W#WFnZEg<Jw+M?@|`fROs>8@t^CvG?+jb3Bwy&IwOH8Own+Mag$M<aNcRR4dOF
zZmm@_-_q!hmm6Y#Ex%Y#$aCNoM@3Gy7FKBlQU79H`2B=3)<rBRn~;%rXu?Ct<yM_(
zf^(ydJs;rcu<ZRID6oQbK&mowZNQ6r?Tn)Dg_<zA!SlcGaS`Jwdh?H2D0^r*h6Qo7
zeT=c(&o(1;ZoB02{aG$?jp6Y%fZ&L&0|e@X0}%a(igfNmd-<i4Q#Q0C60ZM@k0%8o
zG`zf=r>Lk1hf+8iOdY1R?f<LDnkA4iKFR+`)VHKxLD{t=*FuQO;vQa8nD2@`Ebw3L
z)sEFOw6Mn+r|#X_G}CXx@Cs?K7)h^OJGO{OomJ=63GQN$<r_~n?t;PWgSj_wXE6U{
zgMvhH-y<IW3n<YW&9jwF#7QUQdCUuP063kf*QV>@2yRQ0>V}7h=fJChec+RmcLN3N
z13?Bcne~p|H=qeC@{OP$aO8IpcnZtI!a^+4gs)wnsV{x!_9nhxXW=-jzDa+nchRL|
z?&&+`PTYEOKW7QuD$7#JO&SM+>)@`3n!LSlaOytpdPmRGzz+@!XbJVWZ#D#gF9=ju
z#O^mf`76LH>Hl2KB_eXvY`US+_G;jWFDru}J64x#p~ZS!MD0A6gisAkwvuTt54mgK
z-G_rhF%ak3<RtKlJXszag8{p+;|8Bv{>b?Fctm0%n|&n_KeSsw(~u6hMtSrzN&)92
zBO^n|VFmx}<S++%;iu4fL8KV4$_xOl5u4pz{Pjx~T8FsHjw=JG6`H-!UUb?1LV|Ve
z8WIZQ<0358|L-MR>?d`f@JcmBNx!p14H{e#p_vgM$`)Y?wtlVssb}Kmh`pXc#Y;@)
z0B^A|+X%9Zo|N>X1{SjqJ9f#)=^35wp__Dn7wtgmgS1HbmS`v~-IyrinLbgmMxY+g
z6c%*FMtce50Ly{aob<zo4`atTbn7vjksSw_IajagzUcYUZSXrHs+?+}W=v=2!|rJ2
zs8tbg=Yo|<3S5mSz%@Y~eJ<P%viO#!Q`abHsfdamdj?WK|EF6{y1>4dPPFBoudaV2
zDUHUy6E~sdNq&gty!?wo&PK%xl+u==$*i;@Ev@>h#*P`eN8ihf^((8f)0w=Acc!wz
z;&%Tm^#Z)lk}swkzEalx@_)ifttT%s{DZy?Q_AaJW$qp5%L6}tjLt14Y9r@X`FIl=
zuJ!w)T9>a}F*G%eTipM2@iDso{P;Hx8TVx$aHp1lmk+$T-Cq;3S=U9(2kC%U>yL+p
zhj&1`12mucwY5`Up7NX#3us+rf_o2S-J3kBQpEmFd3{!`zgDP}Yx@=_u3SoX^Dr<|
z(Ix)E|A1;T%R0nOgK=`^Ph>RBRLi8@tQ^so&8H8hqVJd85<q~Iz~JC5{@0fD7GzFB
zam;vl%^kgV7h>3Qai0A*jFZdJk6pFO`eIl8{Qa*}Qa%AG9rpyfk%$igv{6P85egr~
z=_OnY2}e?LC1l0L%?)0dw7MT1O$0{6t-U>73PNJynAP~b^*tjhQ;<gDNn#`aOB6LJ
zU9WW~J5NOMx>xG<yffovYmI)XHH%OBI76pYT|wb|mdTc<R)Mqps|~#b_R3S1;Mx4s
zN@mXGhp%vG>=wL;GU;~ulZe_l?pE2M990Xk5XUgBA@M}&rcx$XX-t~7T46Jr9L1<$
z2cDERbvO&FvrVGlkjnrqE}B)nFTx?~uJ^eJm^D$3PEH7K-jp*l%bni`T?sn!(qNdw
z?SO0~FjRd3S~udOSjQJvlFYO)Xj3fV%=5NS3Xqf|dSGH9zMOzxiz9#W(Sf&B5*mkr
z->copd<Y3%`s<j}ch4E;WMoQwJC2r#{|34G*79H0$$J(0hZbW+N#-dT8MmPg>VLLb
zzk5w3`*9k0d4|ClK+LLUyYXF!-)bCX#k~eGGC?;%0~Bb`-tQQ-Z*{X4D;6c5OS}h9
z@f~Qa`d_2$Mp^}VDmn22HdKh9Ve`h%bv+qXAiTwL3c=@QzVv3iq#PTsW@lg9;ihGV
z4-#PAM)2bIBhCq72VK#xGFi&o&DlivUtszFKo|e1am~I`Ow{2C=(YYVD**)W?}<l-
zLJto*L!Ds72?`2At`<UDxyH_<?GChp48h<1$!3<SLh}izU`OCy#4WC?t}cOgCUj#F
zS1XfFEiY_J-=`aKOoklixF^fv0p^Nn+e6_bU*5=~PcOHmn;I-|xmdI2@&Su`i_lKH
zg$)y?`IZE44pc>Go)&fF%&Exw;|HU;h?k*5{*dX4-LqmgK@7hK4Tm%C_3$N>tnyKn
zS*=+2>@$c=T5+KJ5c7&Ck<zud*kq*rC?D`B0O%xVw29qtqiwJcK((0=0uc$i694%?
z<wO?S<vvOjq`Mb$7cW!LpDDEfots;&+1<mysH?)4DYLQ>536*mRa~)0i!%~;^Z9@w
z+uFHm(|83F_fG-c!0&+#;`K}4GWUZUW2(tgn7U$_NMqh7E?J>!+~AJ|0EC^k)igIQ
z>q&E2-3AIoY(ejd;z#b&9pOwmR?1MW>j;zzt&0ni_1a^ojy6Si5YCfi!e$DP3LP@}
zHK8oWCr*Q%gyB4QSgOc}LSByq;Go9TgZ|CAQH}At2o{NiWc7K-jBsw|3CEZFZaKdd
zYejBZS_PqX%avs*KLWS8UywY87K7OP8*U!#CNokS(S;a=vwog>trY_~)SPTc0vCBw
z;FUJWBS77-JtE|)Z<*EJ*2R%i?%RnzqH@(ZQzbt_D%6kZvAne}&xh2hxVh*v@ey(3
z{6!ZgEfOzJor_n+Ov8|Kewd%Lo=~}MhZ(4sd79VD38kv_Fvg^#B$wpg5xH+FhoD`v
z&$GVl7nhon73*>azXi5R8{u+#<y@3FFFU{jq0<47Q?Nh8HnS4+P@8RA{P9El)2Jpy
z!s{NnS2&1q*YCAFhWFb`tXeDlGOK2i28+6slM4QCuFl&<!26*g7&oWJoh&JYM4h$>
z?YL}{;0~5Dg#?jy^0HL|J2#D_SJF9ppUns!wFBs3yy;w)2Uk?h&_2wfS*ODrcp&5$
z-XP)fT|CH#sGenx>l+fQ6W7t>LSR>r*uj1kaA#|*PO<#%u!lTy2{~%NL-M~j;GAT}
zeJc5n-@j`v@Bie`ZpKW-5xD-_TZh0u5D!8R$x)=2XC_AqD`gN9OZV_F$=7jF5(Ev0
zc4Dw*UBYio2jTyaTYa5{+)1cL-3J4Xf?K5|>SCIhzh)@tS*`DMCa=n<x7ypc)If+c
z!DtTwC1o#Qni{9|_w%gW-0y~mRsZdGz|oK>R8s-b668$%qaA4SiThy-3U-#qnqFY!
zc#jlM98B_`U3x%74iI#k4sR2Lnv3sa<WA<=_Xg;4ne+zFu^6!<ud?v1DD$i%3ef3Y
zAef|{6|(y-jPdxb%4URnyB75yB-&bJWikT6>uCoLE6`m#q3ekt7-%k_H@*P#3(^8T
zKR-wMflyo0zL{ZD*%}yH=TOU67hI+IgZdsvU6?i!<L`AKP?(CqbUe$EO~O^3wSaG@
z>mAdr80<lAP$)bIBVUHa-k*49C5IWZcW4D2H_x#fA9OL2<Yk^cBfZIQH3yc}g*A;K
zoR@dq57<omlTE-Nh=TObAyo|3Iol+ApSwbz-~8Q)CPm89fEm|X{FRZq*K)2vWx=lj
zQMjX5=6K{mgaXau&v{8(FQfJ=d<k;P`X-c3T{2>0X$VyEGWY86Z!qr=Q5=zLKDm5o
zAuD5~ESwYu;1{xbGqfG6!2}T25zDON58pu7D$3kUA1(w|<U#((4ww*z!0UNd&d0&g
z6VV2B*B&YvG(2&}8oV#=YgJkqfOP&$L*rYT1cuw;M(<V5dY=y;J_wx)Fy*xIV$NcF
zH{uo-jEa)_enGN4V~smjk|(pg?{8`*D0<qVPqJTrG2D6do~yJVYt~-2^6&LBu@ifF
z6Mp}=5<*I(ghwT!|0S3hnb?7kH+9u1R2u?gW1FHVG&X>PE8e3agYJGJ%!)vo)VH?A
zMeJ(j6mby|Vu;<$<p=brgWkTqe2bpm5Aj4e{#HXe^m3dHpP_)bE+v@09k#m)Nm$3U
zt@f4elE9Yx1CUiXkhB%`z2R}N3Od-gaKyk`Q)9PG(?G7K$j_m~YpinX_QHp#uSnj<
zGI%K-*A@yD<L<KwCd$xnIt^|y;Lh7UJDfF5@XmsflCdJh5`LYtehY15V}l{6Wo9NB
zrV<9yrLKxyIB$a&*ng%XFc4EL#pMiqo~Q7II5t7(-)+6hsc-W1^USZ&wKQt!YRBuU
zt0<N9pa6*YeZgT%{%^JxdIkn=0O`=&V^T`L3?6n`78aHvR{{b8hu@>PK*j*Dw%y&V
zkIJhf(}z;UYc-A!92*>0tvic7y#usLbl;JBp~R^+fqkFOOvNOW-GG9HIHJzLSNWC%
z=G9%UD^8v``+De`*$_#pFs`$=K1HIZr-yjPnZH>~*Yd$=4h;)SFaTv9XwyZ}YfeB{
z48RTe6(~6L8ovSwIGVjUmw{$KZU=>+txue;TM#mf<$dk}?WNuuDP4K01Fj5opPL&w
zqr;?szLuiX`X3G(SQEqsi+C}i@zo0+f5ZwtzYi$|p(oHRM2zwfGsrv`cyMlpflhuM
zOeGoMaYxLi03YtaC;&K+pI06PiLY%C(?(In{BYVHI5Y#{qm`*_b)q{SWX3?6->|m^
zPV!?U)vH`ms}J8Yz^w_)xLks1Hkg`{u=v=h`4L8p-eBM@ftv+<sR3|*nx9XZz%&c)
zU$6;s1_lP|gO3p!`DD6Hc8l0Hjei)tyu7T&OVU<|$XGO#M6LFlJ*qt)teSmRVM?|_
zCL|za!RGVhF|i2<RnWYmK7yGRbBG}@${E7(MAi*H6Ab}1eThPCz-jV;q3F~)%rAtC
zJ_lc>zrq~|FW=%~PWz>=X#kO7_P`%(`8>`W+ESCO*pbo3flcjM<1%$tvcJaUw`2J#
zeedKB*KkD8z@$^jErGCK0r-`k)Uwe^!tc@C!Bq$zo*dvg9w+Nn{&YRl(@9|Bw_WTe
zj%C-923vXz?j9CcZ^`(rNTD-N$Hf&<q*F((TW33uh6Fyi226owV@sP$vd^F`+ii_~
zX6q*~&>*7j6#id%rG$jUH;W2~m4TL$V(CzF#I^x0ADAWr8xUBdgk4-*NW;KmsSk8B
z@xJGKpfKRTPFy8l?J%Y&I;zghqytwv&J@h^_;_*WsO9&rezMA<P8r)}(<wC@Ysi20
zdr;7G;XGrEQg$KIDkO#lw~(Jbr{`H>`q3E+w)NnOLqx2sg+IUX;}Y)kUL{oKJafOw
z2J}B(#H0Knv@GnnmG!tL7A-t&(P7zQFzf*~<e$^dvx_id;C}`_#yR-L1cn&|g>Mu^
zQh@2~8l^Cta15}Mx-KU<k2kmrpnyI8=Y(m>BFtFm&(yoZO|nv0qduFGSk@@X=1iPI
z<4aM2T65{2*4uxQQrg?MAvd>-jPMP4fkQ`v_<d(*=i?x?<KL^r_g3SNj$E!^zg|++
zU(2=rKe*?i>=MWue}wx7i5Hz}I#M!)N`9|MwVit#y<<+3{|R0hRgP*jrr_D)*6-Q=
zV>X7x4HAm}DLJs~H_tthNz8st?L>c8=2GYxo7e}KtN!`p1wP+_%aJf~(xKkAf1B$_
zVSwp8!LbqOODG5^TVU@bJAnBC#B{)*kes;Kpke@9b{iVhU0~zxf+nnx{SpoeIJ^wO
z@9J^>XBiA}KZ2eTvTN=`dw9Y73-{!2LN0@sL?^5-|A%qN{TS;x@Bb}RP0X=0uh0a0
z(du|<M%pKHB}Ix!6L(tdX(`<07c-ak+L%>~7IQb1UKi<DvQn7O04Y^hGK*R|WXJ#T
z-n?3_T_Mub(-XJ&%y$14u}I>|<OpYvBleru9!-NXB$#Q{zRxfd(HwPO2eU_qG3deO
zL&BSfK6T$--9BV$F3V9iAZkVW4(%`%y8`w$n2tme5#n<K$pA`82TVI?RJ}lcv1M#b
zeN}N+KI=6{N=xhWk_%R|yN{sw@Ds^ZLa+pdg=K>|(cd#KFAq_rprn*rPw_*V3<?eH
z9j+rLCI(X%BMLGpbl*d8$Z;s2__@f^Hnu-_XTc_AI+c&E4`VZhh1RiWqobpLyj0X9
z5Qo@{xTP7sL2VZNm+N#WU}m8G@d7RBROG7lhmaqK`HEGKjL=sUO#^4!8SMY8>{Xf%
zTZlb%nL186^=QI&{~$$BX3CIBC*Bbr6Go?pBz5406QxE026~X25P}G^3yNIaL*-><
zhA>M514|zO?R=p2Izsh<;83b_vWATG1u`a2?+13G?<{XFNC9I0YCy}vHW+;NnfZWl
zq|wt|K3Sv-rWJ7XAjM~UU!41UL$N9cv7$`~Di6#F&TVeu`M`t(l5m8DCv6|=>)!%D
z$neLfJ+_bAEi<X3yl`pki0p$dPsuD=HF$aidFIB*`nCqDx-v!3Kz}7Iw^Ie$_-6MA
z5_?!EpClJ*l>39{)mZkEKMq-I0*`61M|w;om?~kf3}8aTUq}lC7-O)<IRFmo!PxT?
z&#!7J<+VByTYdO<*Af#GVWP?@n-e_6P>12){2Uw{h|CEtwi57n!?u!f8wVOV+W9~#
zQ-Yz$D>$UhP}3$Vt#85#(LgJmfA4W9h0wbY5>9Ryl>w_j2N=JRkXh&;nU0z9i~Qd3
zxlom)?Ri(3E=pN@EEiSGub`}1>SF0!i86K?qBLk4JpvlXO9}kJ^<84(*AF(0kHAw`
z<E^K+l?U+pbbm|_<{x=`z90QSJax#tkx~Ygr>OJ#q!dUkV0KjID)T6L=_{Wic68&&
zIS!ad$1?}LRj`7(ZqzKVjO3Gmg`{<8C<=_DU$$zcGv>k6DwgpLHl;tmxUn1NTNCbk
z*3OdxJgBsq5Qn`1e~1y3D>jWXUmqV7`uB9$SCg(8a=cue$<QN^IlLGhXQ98R)%sA?
z!mcj2R2J!J3N2T)W;Nh*T`I6j_Nw=TVwwutAxxvrmTbc8Ei%gFu<>1^rIYOqD9YeS
zHHJ(Q&7QwmSpRb2iuL3tgN^SsewI2MO(ZS(WL78mgUT^s(#HBqCJrzG8D&1z*B6G2
zq3XB1rs#));c8)04HH+kFh^zN%M=`fQFZIj{bfUHc2pmG4cV-TxgWQ7Wqc!zhstA0
zSz-&IM~eP%r1c=Yxr$G9J=1}=22ce*V)O;68Rg7l0IIz|c&kWeez`LYf)oxTIxACE
zoG@EX19%i-0-uQJGnj*RwJDwuun=GNz?PeA`4%%^7BNT=bn(mq=&`KQbi?K5NVz-y
zo>)#<c}x<Res@gDb6@s##eRjEXabqomZYo4x`pBqnJW&$_s{lJY8_S$AAVv{E9eB5
zDz<ZiJ>l-&9#WD)l;|(90emd7`;`YEvu;c0POA8A&#bT0JhxVpVUPbxi%#cql?O?+
zS5_E@XC9WdS2<wOXIz)+i(0lap=eE4sHB^^-db?oaGx0S<{n1Bu&m6kDo8?*skU1%
zs7cSg0BweXl^G@hGi@DW`@6e?;VA7)*)+}nNKYyEgrT<6v$KgN@21voi^?a=5u_Lo
zcB8{2Ph~)8DN75k@$JiFTjtb3PX!x~c93hJjXBU;>F6i@YJK*VOxn8`zD(E$o~X=^
z1`Z^$Zo7W0t`-F3*AB~wdvgE$$jIyB%o(6cmcFr{0?gHc;Wk5_((^SXAtB<@0*i5B
zYvkhVe3GMZ|4XxC-w|aTQB*5cojG>~`i8caM(Yge4XG`%Oyx-9WTjqQHO_s?GRW=x
z8jI#J^U`&S<7=8><wwe!FfXtOHJqM{3xA-$UlZ)raDWZwwFJ7wRX?f*fiON)Y9u43
zH?j?ex_OvKC_lw()C|MWVjR~H9DBoR@l!xCa19Rg`X?DeL%Eot;xF@Bnk)p^x0UmD
zRsS~M45aU7zm_mRdtG{C4e}*2OAXQ$nj#2GNErqDaDlC{Ukb!NLdIY$!QXSU;gAZM
zy{D&_YUxaF9mSgTLSY<j-sj57U_L-Zke9-gALBzLzk90|49z^zJ7`D;&fXp!@DIr6
z2^PdO<$rL}rEgT@eF&azIS|zlt1}8rbTJ4D#slDEq0sndU~S#|<4Z`w9V35(Ss;oE
zKqwx`%DS~CU|VvbbPo@5I<Qd>Gb2q`Dx)Mf>Zi&grWsUc1S3N3bE{SXZ$hOCV{c(M
zeCM=)=7KL5VUqmCl?tnSxt28z67a}@Opp)#{esWV&X9fqGLj^twg(dxGu{`TFhk=P
z8tRo)0jLt8M-dSbskRP61J71Tgu?_;Oa)jepOi8HMGj|<B*GP2$*S}B#9RBGr7lOR
zN3~>?mr0(6zx49Jx!OzeLV84e`L6YJZOn4Ad*7CH6Sz3nzSj^sJ3IT`W}QTa>|yB0
z@6DU@vt}UXt1}IEfsrZ-mQkph<Hbz1^{qx&w6sx$2=<(^()zxph)PEp_dXUzfq|2s
z&(otlNf;t})7ur2%S|dfKYRaIZ%jjXXw|`Cbr2og7vLA=Zn!}}@BsW$$ov&pzw3AV
z?rJQ#AcO*VIk<V{5X&Jvpk$St){c=+N>4Ra7GujA()+|DOtk@g69Fj{Mdadi7n#=v
z%PlK~#`XXt9C#FmY|!=N!^_B;B12krrfI)59pllQ&tEO%$Ao2$BYIGWAcIuo(p=v}
z2<TByKdR2}Bw;8Y=#c91qjM+M=aw34EfHP6-U>Eb86Z;So@YpgcX~Dcf5N%S4g$3W
zD`hX*Kb`%|q0aY#`r(&+&mGDXju^~DXuybBWo0F7cYUV1*JHg9OZXu;=<!KNa%_z!
zn6&UL4qs36Jg`iYfMo}L(&ep@G7%P8ccc5$g3oO~RUua}q;{*k!s)8`x(rMTMmkcy
zgpjDfGz42QHSj+GoyM9&Ow-`0M(`(~_e@Z*VKe-og2h8MAf2J()ck}Ag$rEc5}*qq
z<KHmm{v2uvgUyG|SNy04Uk97+uxlx-nw24g=5W*n_970zE(^ex3_1-EJjvkoZ-?TI
z>rMUo%^QHDx1qjZ%fyCOQa8Ub6Rdx>`Y@P2VV(1{5kyV3$%6SfhlW~r<5j{giB;zq
zY=?)HCL90;vSAn%xX>$w`+w+$ECGIG>NR<>Ju5+h$1$)iU%|kD@=Xcz&^RY(XlSH-
z7DUiD%m%|COp^`)8GXDA!=c7^weRSFY?J-Vbk*h;n0z%0`TMOOi!zEXYnGi>%2A%O
z|HAl|DRRQ`Z2Te$W-~)zkP*@7P_DppO<>mp<a1a*%{HZP?W)6bE-Gzi<-v+k4NvR<
zX1)h?6xspL)anu&l*YV?_Zx*Whu1NjI9!Drm^_N9)Cc$%7e)TrC_CPq3Syk8%B=1*
z`OBNi+;0_06J&d%u#Jri?lXmuf9U`3^AR24)Cw>X;tIT=-18nhE<`0AowV}y?b|6X
z|60o@`kE4i>=~d@(o^OQsofvz<WFQH{tKn3I46xPk<^6*&OoM-U_y+3)aAz{&#3$Y
z0>Fi9ED^2-FLs^xBMJT*F$6bt_)Ug-8)&v2JpSSUGM=F!EqUmbQ0WW@vnx)MS3W6d
z_I`<35K=F4ZY)wFYE%#JvH3s+P2}H3^w7x4_$+9pvhk9GVWLEC`R5~acMPin<KaRs
z?x(u`1l{TFOSb=myY%cFBhx`Zj|JWKawm*Fz!)AO!(%S1j*bqPl92*eJvdsuS`#LQ
zEGnS0F$fr#mXC;CbX|Ef`ITmjw4axrN(-~4O_nks$S)Bz5;*tXBN+h3dwJB<{4UnD
zlurIw!bB5H75xB-6KQut5{rSHWPJRgh&N`J{-d9VLYDe-ajfv1l&zHXgNE0ytC%_4
zq^@4r<m0zH99~CBi=&S5Y%*Pzm%0naiO07PpFoj`8%!60jd-ZUK%%V?;sX||=k(7m
z8H627=yF0wKcVk8Ktp6Y05DDqz(W{%G<CbjBCEH^>p7m5laphh*KU-Ulw@DP0xh`@
z)-;zbEq|jmpt7v|iDemEuO-0>AbC)(^ek?N+f%<LT32#$L+5Na7j6}q=a(w_rLXko
zkL66g5YR?$q7Dt1iZ|(wo`+{Kbyh}%(I!*k8T6Fi=OU@??b=<HT6B+5@|uc{vu9(R
zzR`-73&`em-wX;k%5D>a1829w_t8%iC8IoPvuj9i7oNZa3enfCk?NO!$F*STkLKRs
z2?7ky9z%tPJoUh{olwqxl>G<gn1;q2+zj#<pZR#ee9vp00qBB;ykws1@^f=S-{dO$
zjI!|cH@Ue?z$`vP#X>b3&Lw~d@TzPmY_&s<Hkf_CZ8@JpF*gQP30o%SRRilM3cR!)
znk7*DiEbj+i&rd5*B`yVo_Ma_)UF1P)IhXI;%Vc?SguzhM4b@^zDx7)kQf*~<?$2}
z7XGocBn|)G-rM`SBkTiHF5tdIfr;B7D5Q5_@-2*7v=5N#5ljM+-E;etW@_=XGg7<W
zB@%2HcF^;?!J*v=kcw2)tKQI>Gj`+jssZcV1lF-Y`i(hIkpOZh0M<rPga;__+stVH
zbo&(i5pp=U#V}Lb0WyLKPi;xnmkc-OMx&TE7{kfB&CHMVd@qem%YA=ZLyk?Tx^+M=
z#D}Zr%zVP}SS;(uBXsVvqH>d>X2}O;yyWLc3wXTbxUi1(Fzky%As7LJb2pJ0C>UX8
zN7{Wbw*kqy4eZaDn3#%OJBBNp6UPF{Po$YBu~Mna-p_<!&%wwU<alPC+D~P#f<%xE
z%=27C_BkT|0uLvC%XH}`25>*<8X<N~6}C?3op9H>2Yq-H?pCTTvcGU>LYl^f^>ibE
z;NwU_J|Xrl4FB~L>h*7&AOjwd>i>M+g(2UJhiSOmDN`5CU5*2PcuFeY>Sh4a4u`$I
zH2332D=hTZ&JK$*eN{+^^Nef2%8D5%MKUnH0}|~I5Qe}`@N{(`^*q1ChU4^%Y)>Q2
zfmbRSbY*1MY1KFG9aoevKc%`E`rfW6cKg;1smD;3x#ctagiU*_BC(YA*3T$pUBug7
z$;zNLBTtwj(eprEahHJ+Y6YlX#9^{TpJAqVWiab13Jgat!jqzSh(wg4V{pL;+h_G|
zhMfoLN;y0_RJs?qbXq8raw}WN^~d^>kF+&SjISg?Q~(+ovN&&-4n%G38oY{PD|Vz9
z&(BY6U@gtZ&tVF21>~031XxA`X1wskv@0NxqV%PR_JhoBOm;73|KwG^z^U~Ebdg{t
zs00rW_2^p($EZo2rpsSuq<_GnA!68xmI^fiGZe$lq3N9JD6Lxshjz6XfJ)qu8%^*?
znFMUMz}DW0i3C{In@iK{FaQmwlSPzG+X%OC<`qxVgP+VMM$A8uFq`%^Q4BwI$MAtZ
z`%9j#VA%~gLWHi}iG^?Rj4EWoF=aqh)z{XAd#uZzU+{lX_Lfmu^<TRvhzf#$qNECf
zG}4W9N_UqCNK09ChlB_SNP~1sOP7>%gS51ibi<kJzu)ujePW+6&IiX+KHfKL{bJ6m
z=6ZCjDmbLUHb_HFebW<K)B5vWSqWpjww3kuE~w7HU5NSuoNumROU9JCF}#jN#qd|i
z^$ztDs4>@GGJPwxr#O!joXAzlpw~1emFbISN#qCBC4wGPdU)LIT}o|2k!X1?D{Blk
zjf7|KaS-W3F$A3C=cm8ZRvrcx0J4c*j*|+xpQ{FMf7Nr|9-Wva-%T$mzHfx=ex_xL
zTZg9D@ks{w(nDTFY83aW(|)}z$<W9l6;i_p*Bn^crz&Dh(X@i|1JN*fx>L5o8UwSR
zG6%Jh4%*GzbHGZY?R(53Ng6H9BSAT5CH3#E!n&u~@R1in==kwjwG=Mj*nY`2+{#~r
z5Yed9W}?mAIvuDS7t_K7ukF{3f_FF*o@r1UW%mMjHle=2K>@G*K$aqzDb_2HK#z#?
z9HCF~r|LbF_zJvjdT>?82>PhM{CdQa{r3T-Ht7jPA&I-u@?IecG7WhnKs<_ji6{H1
zHVEfkt;rfPEP`(dIEAr)X9A|b?rV2f6Ai$E0<$6}K0OK&V@53>mu{`}*3dtqp6z{?
zIK1s^k55p48m`Exfn+}@5*>f~A$#2kesgvS-DlJ==SsG|i3o(~hQoO7PljQ?IyuCS
z0BjHdbrmX-LnMY9Lo0}cZb0EVI(mxx0UVGmU^R`xdTxB9V92HN69b{tT`G9hD3yI^
zc5}(k{PlM#OieISSqiK%O&Zf?80jvUe8Z>saI-x8%-R`#=W)V)0W}}$zr({<z#GN-
z;{^Xn(=L70o%n3*y8r}9z}6_z6MlQT>QZ^=o~n0S;>)=|7V0TF>vw?-HWY*!3zE%<
z3yAa<`S_ANKB)lIrBK#V%pQ8=7;5IZd$fvbfl(HUBeX_HsesUhx#i_dEq+la+uEI*
zpfk9EoYIIF31DXarKk4>wAQfN6E5@(pGy*j!h1oP!l4-%@L8{1K+RSu;CoMInX{}c
zI^QTB4zK2RN0phZ0|-Lrw@i78adbk|^RLZA?oStl(A=Jc4_$~gOH!sJFye(sL?mMd
zA_uR{fh-D98U4DUc7$(Nm~v$&`d^=fNi+JZ<@?%}I<aRiyl*+_j6XZqh)<`rBN??p
zs^a?l3V%Gt*Wc%URUKF}p|}O3Gnpq690dTfez=zJ5*@Hv;4=C-pe$qqRhm1Jg7oXU
zu_+qkjCbTZT#{_8_eEfvpxQAc1YUP($<!w%v*xgLmEol&`a-+w00Q4aVSi|HDaiiV
zHWsVT36WTTIdKt$QV@qs@U}40Tm7(0y>EaQizwItW_?frN~>OIc)#4roJX;v1&xT{
zg;qENvKJ$6vl8+?N_;sU^;a)RX6uud#iFM8*Ux_&l9}}nmuBA*ALe}qS^wgMmu=&3
z(j?-;ePj6-5EkTm7+arE5fz0Go2ac*T2d}BADD}u3`Moqg!S|uLJL7dMYTj{7VB9q
zz(I!A?(YA?YPrGVF6B0*UtkqRwHl5=AnQg@DdUq?R$t=tqqTQ9oudl^x_rpWI3k_$
ze$th)_WZje*V!gmq<X;qbi1LF{Z;p8CmjkYAR#1z36La26v)Z>3Qap(6NfvtwXAUe
z*srOEKtz?Sdz$-fGVE{7#`M(G4_8GR_?R_f=L$Als_u70sX8FB?!Y>j-xe+ypwWGm
zIkZLu4tc~+o&u*p?Zx5bt1z+q0CqCLb|ndwL~DdihJZXLXvJ^6U)c(eWBwqsxjZ9e
zg@<T=#&7Yi@Z9kUfoBPRZJ_M)@IOS&`?vSFl4eQ~;d{8tC>^d6nfA9U-<i}e6WdpS
zu<t@$fu>ab#=`x4M@m~!b}<N`Uyv)I?)P~@n}@`z?V%5v@MIT|f4Ce9!&jtiI1!z~
zq?yUgHyRpg!4d{_$55AS9|-*jDaKrF(M5GIkHc8c>Og1Nb9H$n)N%;L9W5jT-Rr$W
zQ3{YoG5`&zckbS8>Ih%nPHe4D7o5jDLB+fO{O~`{jvtSD4=ANtG7D<BD>N)?Gw@Pb
zs%m@wbJ{qNp9n^!RfcPLpzt{HUwn8XBQ0$NnJZwTzlM1Bcc&ctVmWUr9|Jw2QK%=~
z89{}r1pqIIA=o`0UxI}d|82+7a>M((ARMNh8C01+6iTQ{oR_zjW~PsNC!Q8PSlj#)
z7Ip;aUOI#h29m$a$WzLD85BT;;<(sxSJ<!@>hFnHVIudjAwlautlcIsmq;DDcXM8g
zgalXQQ3;W}<u|8oeP2Mof-1)`o=Y$OYt?EgyiQ}A8;!h?+q)cQvH-*W$x$iK#&zo|
zSLtc2s@1l2+g+3fCJu8o;98MZ@ilOTm9{+&iiSL*{ya@)6ljxM9@y3zUFMec%y_1|
z98XPH&72XCM_7OSvw7%*^6p^+rY8^=@6{C47#EJyOMO{B?VB)Y3h2Vs6PU$Ues`qq
zfgbJ9NPgvrWjPW!TA+c|2y~IfVERXG<2w>zATXY9_WQ!5Px2r501U2i+!&h7Z`=iP
zT&?olNz*&n!Dh4bj^SZq6k0pe^vx8Nk-wCgxuA{vDn*KA@*E`3N#N*BDU!~c@^U#e
zcvW`*(E*a6%|L<EjBVfUma-DG6-MwW{+k17Qum07Ek=n{;zQfWPq=bR8)6UYCHyFL
zzkR5|?{zzK@b6(Wh(gJxu(G~Y`oX~~B&0>cMA?`;=})slprFlRl@5(U!VAbI^sN8h
z1XO!5h*Yd@e=~Pk%ZOQptQ#aTGK7TlS8X3!*l%&(5s`cRLS1_@{E7ehgh##Dn`wC4
zIHdT+8teZY$~9SNm8};+Yy+wr-w!2ddntNoZ)O;~-^mtebft*++-^ai1-EVzBrcUs
z8{Q`a-9$SC>v_t@bM5T)3B?~=67pAn3*x&)c=Q#13@`YQ<H5DLQK#l@{@-w@k>a{2
z$x?|L;pA?3^g57A(oRI*nW(nE&$Q`BV7qkeVu}f5{vw2@pbQu4#{<J2zd7^m1CqR{
zmS_j+yQx~IA?u?C{ci+(ebsk3`mB$h(*GwZuXQTeH=XB`-be0@pz^(x{HWSg{8tfK
zgWIQl=n&mC|Caoxhj+by1b*r(+~@Kxf9Kl}{h{E=;yq!1+*j#CYk?t(i^n58mvwKG
zvya6o7Vth+$B3)xQB-czgvVVrg)6lD@R>xlD=ThpnIOP5d&Zx*NxNVz<)r!S{8x=q
zUOxM~QIZ?Fro_$%e_P?)Z3eXAhszNYlJ@|0@^V#`jD%$=tCkH3Dz~EWMD=o&?On(g
zrmcS+fcAaw=Ud^coPm++48L6{8Hl536>fKGEMFI@Nn%v@U(=7Ux)m<cO~q4stGfGU
zdE3)Y2ufW5mWBH^nJaL<(DQ|NZd-kfP#xrP;Pw9=So5%kr2V5+vG}a)wZ_(&xDuv!
zA9yB}r_-(%<VCklcM>p!#zBJ(9GEn;@k)7|Q;LIl_{riXt`v7!ac@=OiJ9n8{8oFU
zVTsTAi%+@Io8f@r#~;H9>>?E$%t}4tS=T*mV0?kD34q<fX5Rl8VFjXH)-4Y`1(F-R
zic-h$N~cO`q42+NSlOGVI%&7+%7GG<H!}B1g+8fuZ@W@Sd`q_B0c74}hl7mC#|Nva
zo^p8Gwn7&uzl1uMgLNE03O@p|*<pQDas4P#<@nh-!DOF!$+{lL5uU1DMd`QKH#7|_
z^}MR_^>Q?u@D*bc#)tvb;E_m9v0A_c8L^p*oP!L>3dI7iJL9JXO=DhoHp#eBDMKPX
zCB1KQmqciUa4n<WGI0r9BH@8R9wDbeKl3}+(|wDF54-;@OW54FG=8y8X)Z*pS10e$
zM*&tAW!Gt(l~gxvmA8Oqn$|Kn-uqV;W8~W`x62X2A~3<GXbygV+%4g8#eRo}<6l=I
zOQ06qflR6g6@*NB=1JVun6e7e#*=H$-EY-M_WM1f%*s?Q&1Wwv|CbS&jLs>L7%DhB
z(Iz85jafKcF!#&zl_1KL>~P7^xlKj#M-z*Fs^!h|08FaQHI>Q8dimO%MT7mkTe#50
zg1H|$NK%9|h1)Tf(<<8O^~{|5IQu<sLQz8Y>C(?2lY;lr{87e{)tc|iPFs_tn6$2T
znc~-v^O55lvJFClW>_Xh#^h|bwDYgF*;{(vbs^j;xGGQ}Axc(Q*mGj5z_;UvxCU8u
zb04{8)m!F|ZGu!zm9p4;BfCl_w8@c)oYQ}!Gjyj*D6`V-R|g+eB!7A-w#rGcUGuY4
zU6ws17I)L~OOuQ$$9iLq8a>EJ!~ye_R!~45KLVx#j`8(!8H|9lm2)Tk&J;Xf*e(RH
zc##A5EklCGmY|L?!$`(8b(v@1G^psH0@F~dB9qK!q82mp?clVbcxZ4N`oXk#?bi@-
zsDRw&D3Bk4<cMf*<@vV6ywoCi^KsMc+xJqHy_YS!x6L)e|0XFY3Qfpa=MVGijwG7p
zRqu&Z#+^IuQVZQQH2SHS`sICjmZ7TcDfdC!NR#B6QfMJ;@mheS<RIP_^x%>qL?TK`
zpN)Epq&bOGi)4tZA0{QfI6cF6kYHaT{9}Q))$C&~`ef_DyVi;5RGHXsLg&I-5gUY@
z?kZllp}zVfL^IaXGTFa@T{^|Y${G$~T_hDC+6#rWMC~mbh4!L0wz&YY{S&6I9^bav
zGh7&P>SvP_4YG}uKaMVJ<a6#@YkA41>3(;TlhskPUszAP`nRz$?OM7=wnc+qr_6wm
zHlUA0pM!iHBur?z%Kp~->`AFBBdOd`{-dWqq0wm_D%eBW;4Lsr`)1M^Ax=52q#nU&
zqyV15!1IB%xw%S^;L2#Sb}>R;nJP5TD8j)6j8LRyYj0UG&4(Wm?JV3)GQ1-W2S>1h
z&GWfqjobT0fsy)$H=aIKPsC*E-qH`d*se%>pN8pLx_+&|Z2MJbeK4h^Y7|bNIizT@
zQ)$81Ogb5zvE;(sn)YOGh+T2_gEsHmhw8UDi84L)?59F9aDqG*iI*H<`vfkMps0P5
z;0>3GH^k1x!^F9FG5282|5pqX>YaP{S`cCyXko~>ZU<i<H1v3cgfVNipo9bX$=}BZ
z4Z-#j-_HPBx<|7PB~2>Oj1X{wgjqy08@|rez(<X_^j{sCvrRI9h&($n)N5eKKwLk2
zx5wCg9u(gS(RKXNyLafov`cDunA1LLU$ClIW1U*`Z)MA*>&uq=hI<zFBP%DCy&}i5
zi<h|TqJ<F};(}F(m<<x$P#;6wEYS1uD{Z9iN;%lqnLF6{#7s0eE>)oKuI!66*_Qs}
zvF*lR%YX*a*(^o;JrlnUm5fCHTeEg%zS9fc3zA@fL~kINEtCKgpsUO@_yk8h{Gk8;
zL~Em51Ul#qH^P3;P5xf299(-7^5_}YP@E2^%BUNPax&60i%n)F_*_r8MXqM%7gnrF
zjYX}Tx$-^RI@E7OY0QiyY1jQNfqzG$`Ly+CD9!4gJ_{@li0q|B(x;}T_V);&U+Dsj
ztjBTTRoc8Hk)D7_(iy%AQoyZg@C;ZK`pciO34Zxr{%zyl==HnJs}5SjJPTQ!YjwKx
zV7$uvzq*^S&wzO9ftDJf&!DNw1ce0D2|fst<6H=ALND;cNW3W|^<@D8hXhUo!{NDT
za`9~q)^PLKSPU>VN~N#lk)#dagM!~Q-AJo)Lq%lL#%yAJNRV$EV0}o(y$m7i947+u
zo8~|DtNU<Ywk4ab4UGruUs?6!^|*d7rvGh=<tF=VSAO<pKJh?E4Q}Mx;ep_*%eT=1
zoqjHYG4b)bnS<NJLJwJT=pQu}<hmC;3s3uYp-UyM@H$}6_B`!nf(6r3j!LF@Dj6F&
zW;_jHho@AXuFC0jEn+YL5)WwD7S*uO;NX^t31S9@i`g&#l`fR?K@`%3fCd8D+Hbq=
zg)tlqjK@4Y<ADXV-*DWpK5Z%0RCd}%0iS81H42Cw=0Ti}{Vg5AsW%Zxv!udl{<D&m
zFD!8zM7e45QsUGd7WyiamI@BlwF%zDelpxL9jl_vXrcc+X5fOP2BIO^kpxT}V%O3&
zz*}qgj(w``C7gLGDyRDQg&>-P%R6n1G|D@)bT2(M05G^$hu}v~QLKQR*83eSY5#48
z>QD`<1Fi>PYF5anW!VT03F%hJU~+rL#<u&h{bzf7<mb<xb#-phE|3Bk{$=0XA_#<N
zC}lb}^@6PmLhVnJJs-%5KGkT~h#a-%urPldKOQ<!2=CnCWY-i05FZE#6u5tKWg5cu
zsQP}(<O2l<W;#FIYPFS-%o+1x`qug@nXB_0ukZr;!PcVNs#iQ+R$XEJc}Bc~e|6BL
zCeIrLG)nXh-45^}-}U;7-NjCTKDub}*^|dJb?S<LpRih>H&7L{wBM+Ysk*;^_9bTT
zzI;Xf#i1_ptA&gW&`J=f$pNQ@;ubq{b+PRM7^Xky2!T=qWWXqsECEg=&>|v9jtCk7
zxt}iqe)d-+5)r!P)a-i;UMLAOGqd3NKQScnyEhY4*5Ql{<uGZ$BWP)3qr05)nZeHY
zsfdbifzCh)eNHv&V)>&~!l+v9d_WJGhy+lpjZX+TY1u<)5?r@w(0an%HL_UTlfWB^
zOf{Hj09@zVK?Q){1e8xpbMeakNa#AR&m2&%^$8_^uojsFIan(+F*iLyi_=PIxCl8k
z^!=Pz^g=c=@;(J)!`BTol_!WLPcu|@w=61b1Z=!9_ImN$FP&p<GA9OwwilKjb-%r-
zF5jBxncP4>QV9DAQCk7jP0as+1(YnA1BHpI@s_-mDK9%5DrkmjBq9%dC}g8&w}*h`
zadgZ7)~Vr#iH{`hfk;OpYpD2TD<-02|3oSf1g6ISZLS)ryy)Tn{vt?*pm&G_(aK8@
z7eK}`CV!kSKSZ{`!)OI26%m&r`2TKReelDn(HOT`x4(QTMdCz}5t8bFVpc8nmqtyq
zh~f{Hn&SMwGgY8a5KSAf1D+53Od&9@0STfV9S!q0a&mTdIQ};;Hx?Qc#8w-9IlJ#h
z90s=4-U>~u7m%?h_w}DS>Hw^3NK#xK&bf!=B)-nm$OHAqXNdBA6*T)Y!?IZCA89oo
z^FY1J>_c33jT!^zHL8|}HQckVkpN~1%#P7#pI5B?oeq%Gf-oKK1>&)KwxY`2@~?jg
zqYwASu!$VbP#4CMU(Cdw$*n3yjm4d%^e$X6XH1TOZW7E|klXnX;8+tN9YFq=E<EOH
z8UJV9n6m*jQDFP?VRvADk#35&d-9+Z!J=eRL;)0=B@he@Z?YZEU5Eo92lY7;YX%@U
zR7ifH3@j`f18Q4t5|E-fkmxKy0iu?z<ONC=FDOV5`z{J1@rC|~7qVXAFYI!nGsVW}
zq@<*XNerRPfgp|n(--7zMOxso3B&IJ+(!rm98o5DKdSK+O7t!MMD91xlFmeZM9uAF
z5jA=Z=>#1epRGF+3LX;gO$`4JwO_2oEU=jndvg;>--g@(c-pW7A)|E((3rkKv}Mqi
zfsi>6bdeyE@Vp#Sg{(#p37PUN_q98}0@dfv(NP~OL^e%YPl7;2KZX144S`wfW{&_D
zZY55#P(H#Pf^>Z(<*ssee;wWF!v_{Ht_2@^e2L+@c(=hvcIk{sh;B7nx25<bIYLoL
z8Z~-<PqQGOp`m^tqOUS>q10xD*N)Ynmw6;D#BnCrjBcb5kZI%(X>q^@VbucAIg;AB
zkK4JbPCRF^%th;^hO8;GIgyiR@d!>HM~5hDKR-WKK!{=5gCg8+=8z1_Tz^b)cz6iO
zu*jJ$csz%OgtSsCBy{|+U)cTf#_KY&1un<Exh6D_PC=@fMBd1&IAJ~D-)igX5QPk&
z%e)Grr2muuhksJIBJcjh+TO|_Ks}*`=~%-tU{)nTH%Ec;Zfgea?&cl?)$GXwN+gmq
zRX+ENT0Tkv*96OvIQ-epwA55oM#jcsI&tpgy(R?&1r`6~D;YbE7_uDYcB~y79KJz(
zVC>=l<QgH%9C1tYyB>drrG^I+Lq14C#8KLSIkH;-RCx*9M|YAyJg8uiV-kr*{c#0a
z*jOPCL5Ra%EFUv4hOz_6!i8ge@#IRe_-^eTS6wf&N0Bqsyu7hc9sZ~2PAp0i%Scbp
zWL@YheTr2r7v{Wlyx97ihp_Y-(G4TxjAftK<sT|?pWPdMv{GezxOdUmHhkou&R3@Q
zK){&;(dz<MjYR81OUVXCfT5YP33IJMoaQU<xW3p!13$UKq;Z6r1JLmmh#`MeS1*6i
z1N%5Y--vz@=_{%*=YT5)Uqd8BRDQ&xI)+vsNMHgmceb>(QFmQ{A|r{fiRYr6=Fwid
zbVnu;q3tc>2>Dc&ioEG1mQVT~`)M8wt)B)*f6E!~U>VmqKzeE(OJ(Q5yo3(g+0iD|
z%)ByHR)}K-2zY|PpgCVmFWdr}0egm@4EGmT&Z36KKd1`EJK#Z*aH`lTrzyBNBG$^G
zdO|>6;7&cxchJG?*gQK+23k}EX@-syyZsbqcbIk&w1tuNL6loI#CF323BOCoTSb65
z7A8E)N!>64N0mH85T<N<xk8}3yt|_DN0)5V?mnZ3$459r$w$V*>|{A5@rnhxReLMC
zj7}F>N~f-b-79tLyRH|zG67KxU`ayAvND@V0#Aer1&^kwPFwRTJ;$}8OgnQJ=@izf
zUh?+x{6z0<%*ol=!uED@mLd}%<Gt{f17WNUJonoq9DzVPJR4hy_x{f+emACuX;Y&T
zS<L4i+=c6UyC%PD>`&}pd=P0D{i|4~gBZvl@%Y!IK6WrI;>L%+guMVC#?E|!Ncg)j
zvPj0Dwxzi=we0oK&21IGqWw1_^@hBmq1;QQbZL-gMszt1T%R639n@!?Y;ynXK|P8D
zx1I#$jPsrge96a9e-^vXwKhT}a+M0vX?vk;=f55zSkyejC%Y99Hlg}aUjlU*hDR!?
znr)q*k^{IGE({fRN8^kWf@|BKCFZU;k;dS`(cJ<}e>app(Ej2e$1Z3WST^P3Lp(#p
z$WNbs$+7tDf=^K;Q;}a#fLK?6yRWJ?Hy};t;^OjGM1R0(DgOL92ExNE#TX(R13db2
z$y$;U5~gu4tb_i?Vv{zG2+ip)U*Br@94)GJY$Ghhzv>+Hq$v7r=kO=du|hrY=+F<_
zl#DV9y(mx?1GB?9r4D5DPnw%v%vPw++c2M;xi7t`rAwA?_MU3Ek>%la7%4AEh+IAX
zi<hujyVPh~BQ^y*f(P<iXctVnY}0g=ip$al$?=H+W?SCRk$S60^U6k`T}b)p<ZsmJ
z7g}Mb500@A$p*>|3YY?cXk!sb8l;-BTmGCb!nbgFYKfB02HzafnK)e7%L8==jQ<jR
z7BX<*4?HpITeOUfp-`BCwiJ?yIpHqks3jmJRS*~Vg`}zfRSW(u@-w@^lZ&r3@}dM1
z<2D!lpA%^=^Tf5v`8spJZb?gZCJ|c7c)<j^1JgpYNF}9lOeKpHcMmvg`1uonEJ20n
z&(Apl6A>5pU1OWNaE8XSC>tO=1rNBCF<s5&0FhAM4?8$@1f+AX^t=a+1fnV{D~*)5
zAQT)(N|WCYbS8w;$n9LQDcg`k<#}Nw3`BXy3P>Cz3v>kDee!Q-ClxL)#EK8)CbjIg
z@@qMWJB8aAsf!WyJB+CrFEzsjYN)-n)eqQKHlyb2FoHqe+?*DA)29DQyfcaOb%oS-
z&>2K;QZD{KWaIjo`12C14(t4MqrKun{S97>3;M*KmZ0yWB@eLlorrQ*B&(pvm}O^g
zEtS^#Jba(0<o@6K>o^&5&Uv5*0WZzV<M)tUFX!Cg4c%t<<PI*`#k)9>9)=Q=es&d%
zmY=^z{>_bX$2kho`OVDUbX+?`%Mf$Ug`n{Htu35JXmG)~!?lV10Na0<lIO70Vp}zE
zk#E9sC=(lQ48$}&Rp$}|N*W~N90&}g+=O@E($~kV$Q}0S)2q2gB&ahH${3g)hUh6k
zZSVw1%tNFMX&}QbvmC)xR8&L;478lAMSkWa2{po7hkCL!(f1({(Q`P>zp|Tsk`ra>
zeI0Nw&7K><)|w`IgV+?D@{;I$mD6c-t029k{}%OxhGgaku3K1mmo$)5Y33il&jql<
zJQN`4DUgYY5M9)Dh9VgmYhN$hiI=x{`ktYV#GdOh25SrDW#|2!|9KjIIj)`OWHErM
zF#COj^dZDx%Sp^4p$flO0v)w4?3zEfevUreUkLVc#pWq5Elq=UQD!|60YBI-oV`0>
zAF>Ayg<pRK$j%Rc-TpgrPm-EEn7``nCk9+HDh;FwU7n{LiSuO}^w=WR9p<SqVQ@>{
zw_fVj>Z3Li!STQ~=t;5GkDR7}J%cng{+l2oye=ix^(ZJNBCZWu|Ko$zw}S4eTxfA8
z{1=o)YD;>X+Cn9~J~5A$qqcEM-gL0@s}7V26y0D2GhhA5@&g!-(*=?;ge!-fUe;-B
zIJHa@=l{IU9-M(~OS!A|k_JvBSi@{k6Tu*#U~o@>8hH^KCs6Gt!~GOXuRxB;#EAXc
zaBi{3q@|GO8E)>cJEE!gTUeUAJ2fg=Ft9tLO?1N|%~bE=yAd#L`%q_Yj(}hS-^j=a
z1yZ(Sph1Y+cfS#yE^oRBqiKZR`4kxxGJlNrmf`*V-T4E%Wz2h{M%;jLH>T4y8oHmL
zKL>f-)b|TW@HEv?99^xA_mX<#mU=t<EU5sh7<+I7!yGXS0DPcj;zKkJ5VDvVqKL8Z
zG1&9Vb)0iY^nMRaclHtKAY+UhriPE7JfZu%W3p>a-;BdNs>zi%(PB~wnIRozhrgj~
z?>Cpz-C=2nP%#=;G<sM=(Ei6O)Iv8c1Wra5$VAfOS|px1KcQ{$;BVF}8m39fJR4F}
z6Nb{q0%C0uu>}a(;aLf(h7~I3sGZ_Ub2Z#}&%7REL)+#sT?&yBg5WGc9HpRG%YrzL
zU6y-(T?jPDQ&^;-kz@I`j4$eb`<-8%Qhm{jI<cLlIe{`ELz)~`9O8!a-Qu8Pv&w!k
zQEsKl_h$7)i3`5?H?FAGmEnY1(!Q`F&M5IN?{RIb;|dS4>M@3PU8_&U7a^tuOYl{|
zQP$2vc>%(YdFaM6Ym5?O8heRFllV=uc{<*f;6HfK1=}PHP`hNeLt@y$X#jR1#zPP&
z*uji8)iyfurfEK@+_of!;vAF@=b9hC=Yq^BgJ}7cKpo^&>6R48El#M3KRVMk9LOJd
z5jp(_MAzMMoLK#YQ@?n+e??Gcq_ZurEa=r2{W(L$Hva>6s80|Ba3y^%V;PP%ifskY
zn$~Kfd2wr@<oFL)aJ4CC*f>dP{V=5o1>@{)1X<jcpr3GIBqLNsNTvlGy*%Inhn%@r
zK$t=bHw(;Q0V}#N=;!2#^X}Yme3rnoE|q+f@5Axj-xr}Sw;%!GeuS7;2u&YCCHVRA
z#|Nd9akx>H#tH04^~f#4^s*(8U!dH6z}5X-FpFv+Gn4hzfwDJqD@(02iTu+a7-IHj
z8OnPjT?ZDbJ&76fmWPHcMn%e~uDhKyAl*j$2Zg5tSSyF7H)2yy4gRV=kbfU0`dAS}
zUk;F04~gJk=+%Qj`u5V)v=z?FP~!MIZEx54HScX;$0Nsrh9sB>ZY+K8)o4rZ+{de1
zJBiu17Knu}>KR-!-+RMNg8d#ubiV+069qny9i%pq(+mwNDnmq-%S0~CY1;jjq$B!E
z?`H?Kt%kcdRbwof_#_Jie>DY1$Jjx6|EY4u8QuxuFD-(ZRT*{f+{Ar#iQt`5hOtf!
z9UT&65*s{BMBff|R~$^Y1OpR@5s`@@pfVizQj8hy!S`qiXGQHzkdbC>K^CA-m|bpb
zM^cUzLEC5y&tPwPi$;4&*&tsP$(!!%JpEM$i@p4ZlY5Q@-;9Arf=$+w*x4d-n_TTz
z12@8>3Zml1a<c~dC!@xq1MWCeNv?e^`O0HY0islte68Z<GP38K#5mzJb2@=*TSoH^
z`l0<0GYkTmxwSQEFn0j~!2~5=Dm?lB?EN2PH$K`wtWCKJuPiPm$1|h*ME)fz>l*RZ
zBl;>0YWRXL{}eWz6!aei-*zMkT?eKOe0~r6ug+`FwrZ%W6y0H1MCPS?+-%tF+<HAW
z#=kvitmq#_cc58ux=t1ewrG+X{~NqB8n&C|pH(_&MEvEcb_CqFyO1yy86DjwMdtPs
zc8;85>95VE5%f<_(Tb=us{;JG-u8_mVN~$qs~|5L<m)B?I3kBYdx0IwyTpFY#N7hD
zsQZbCVxt6!10~?>O@ep-^*dS9Z`8kWubW0dB-sDY1(7Ks5d$SIOYM~&S6zzeMJx-g
zeEgb~34`;2t`6Ue|3HzmL%-BGmq8AZWlDVMa*$C4W4LHg0MVwT{3$M=XvxVzdJU?>
zfatL<Gn^`g3dHUS`S)#b;ydyqUS!EzG8kz!ZlsC7gZ}BBDxwRx?%TEj6HiM|=vZN*
zyg-AT^bxs!{rIQiU85Wx@nH{no7+N9J5K>)0Bn1d@~E@OFwDUCaMZ4?qDW?zdPXMT
z31&xUZ=9)El1Q2c>jw*rosZE&Vr#3b9q`yp#(RIvBn*sr;Dd1DxG%FN;6|6DR|p7H
z@kmJGOs|j(YYvMDWpBLZ)z^tnW`6q&U(IAeMUV=qbs3=JP*OWIMoZ>^yu*SGI6g5j
zuCTVGL>I>7-UWx)(t`Fk1hTI>x1uyf2w$_?x7>2(&TTx#QIEorBKjCm`lu^_zoqBL
zb%QI`FX>;@GQ`-30JuUFxL_RgfxA9-S(0ihRRfo&q)h9RU!P;i0pu_bWyli3scJUP
z4NiGLBf9~02_Z?iBk9PHur3`&n#(tasTK)Q<rci%6V47^xA%NC#yjB4LA6HDf!fDM
zU3CuqA;#_7*Bb#Z2bv^yQSiimS(3l#>VA;N(qQ+7wp8vS0js(|f)?8<v1rlMQsM#4
z^U}{dbI@4GB@0e}7XVA`5WbNmznY=x{;uGV-mLc$?*t4KBLaM#3mMb^%!Mn=!hqkM
z2y*jCfE!2evtlaSRrWa^9;PWq{;?JSVVsfyX#`^w9690q@t9T5uKvo_$7gHGW<h4m
zJRqff@Oji#ng-K>@-I4eTOc~=`*#nqe9jYtC@HP))b$x(&m7#il7BR9*v!iW824A&
z8n)>8B8Lhn{WGh=6&-2yABnoN^c*m173ST2#R2OW>LoG2U!>*bO<^x{SiP#oD-gZ^
zyjlMTS!-(WsYw@90p?K*>LA#c=@Rq0tv!6a23Jj>9~1gB&3`UUlrdM3*1!vsi%@_s
z&jbY(Y+-|GMH!=xk~{gsmeJVm{&*E9&bri?A78)i!Xq{e4!h#<(WG+$(ova@5;|_A
zm4g?FzJJ5Sd4JVQGL3aBRE_>3fNoOA(?xl1(P(O2_q*POh6fCF)jo`3HY9~e2B>RV
z!61n3@$;!oNzNS*5jGY^j-meBDUb{L6=Z1&DN;&WNiq$xULozsP2Nx4JP@VSAfz=Z
zbaBit1CmmJyZtx8p+a;OY9g4Pv4$MsW5)N64?>r}*h7pdrO{0>-BUdK6;xICXYv_?
zRR4-LGT%H$Cb&X`2FMf<6ATbEi1e<lLAg%zMY|f$>Af=N$>Xs~C1^vTV2Iyz50w;C
zQn~}fssMJ=a!R=s><GDj^a@hcsB_xIm}8&8SL?l)OJa1I8eyG*>}W7pJr5j+3E=WV
z96o^Xp!CC}5*YURI^t|`B%#snT~hGNwG=axbP3kI0mt$mcI$$+`7n2Yl@X4d6mx#)
zv!Gt}g{mLzRHET*f6XT<D%?e9Q$JOK*-i0X*G`JYr5LVb$H-MHQdaWekjt%T@Zj3W
zM1I9X_w<pHkcs)8k)CE6GDg^{#k6dlL8A%znrvh``N)HWZR4sdVzHn(Cktx^k}>=@
zL1V5fzVmVRlfGHgmPhPx#!VY5$Uk^!^h$$-6YG?7@#KccZC!icP+Ja7R}2eSXGqP6
z%>08POJ+c0f>6ExnA`F^uAb(s87G_I#reAK<5)ksp!&&`s#Lc!hnn7uS`hC>lLzqX
zPGCO)y5-yRAU?FaP1Fn_#qJl*fG(j4LubDRqbQ`eA_-{<TiKBFg^RW?P$TLKjuh?B
zktTmCv<Hp?TwXg?VRQzmN*O9h_*Tmyz&it$^52=Xs{EBIk}k!fUs7mxf*!aOU|*v`
zrVmi%(v>ni?J98eHPb5NpHYAs0V_Oga9ic^!d)jWd{n7u(ObCLI|&2Ki4hUafRSNO
zM)&98KT7ThBooWg9*tGZ_~}xtInwg6=xo%ieS)_BHh<9@p0d}|zgfQg10m=Vbm?rD
z@@n*M#K(J+kGYy*0SUtbf}hGKEDRUXro!4M1cnR%cK8Um?0{V%2O4k%kPOg7&UC;x
zI=}O>$YIfeKV_TsN5;D}q(GE?@w~#JA-fn3KJg@ZKfPTvo?-%$T1*nFG(&fQn|%Y;
zWvwBIKM1OM;tNuz@N9WgPz9{^?_79Fj%yQ!ozVa3M4Hs;Ue2!#XV)6Y8dBfzz(4`S
zEedw}P>)Eyx~9=vqMAfkzX@pJu>q{z0jNGC%fJi-Txcz=t*z}G9FPfZ0HuA0)EvYa
z1ptouNN!Zl0s+PQt#h>1@wX~h=-rc*covonpc)`({w!iT6Tiu)d&OvJoz#d4!;<hF
zvbaSC1<ZLmR$~-k;Q^uPZzH=p5(mv>?^KA{PGg&jlak4<bDm7?cnbgaYo4Z)Y?q+6
zLC}a_ySDF`gJ?(K6b|*c_dqIp4-aN2<j}P>)cbWFSl0riUku}c5cXRkfu{)yHRwuG
zpbSHhdgv<R*%ZikR~kyT+ifXP=H~VNo~P&#195VrV~C~ssv^UT;U0X$mqrXJDi3Ha
z&ddFwh-(1|4oesYHk(gZmk(@*6UKisFgr-acy*932KtwvHj1Yp$NMuxxNZk`4Q$|r
z$^k|@weK(5U_m0Lb`+RL_R->3BlkljA{EO^sV;b@$W~<cJW(xg1o>iMvW$QHkUV5#
zlou~w7B4xSOmbDJ4PDXfncl+?Arpx}{z!??P)T_4axj_08N)#5^}eiCxy~p=IE?r5
zJe9dc_-%XVvIwRvrSLNgEo7KKZFZQLG}r2HAn)s&?K^8oTFi@CXBd4j2?tP;%N8$U
zFG0q}0ul;@G1r#-uaPmrUl{tzi;;{ulC(h;lk-!<f^o@FDueOAmlBihyzjjF5_XLk
zq!#yY83}<QH+!aMHRckO_K?wVGX+o#=-&rdk2(qhI_W}mh$WpgL0(*3@kfl<&ooaZ
z^Lp}Oev57U>wkOmc|mOvJ7PhA*T=rv(r6L+*T)s8>0TH|2O+>g6&;ZYA@2Lj`=4xh
zEu$QjSss(K{c`U`B&!l}Tz5ZRfpW$>%6{yb9LRAH0@8-cr5r*ifVT*;dVlZuaKxWy
zoVMmu1ntA5BEuxjcqjI^dlm}%VX99*K`prpW?2+Ohya}X>+^UB_}6%MTBVCf^}nsk
zg!t6NOt>i+9@Y6q-aE3H{>MNAZhX<jto<5r17OxTdI&e`o4+`}p$elqrNw>g6W)N?
z9x}6HVOi*|f6`luNgF#UGqcI<;5Q0KCwrGC!5M~ETTCBvEPgNlZImo=i~@p_htAfR
zu3U3x79CfVIGqQdE^Rf1BI@^rFYY|jt-0k&Im4h3?g~#*6M&%{WL&g2*u=x{R$Qx%
z_i^D&GvI<5Oz`lCE8xI!OEVB+?wtxW+qKPFoBSD1_&`nRDULGFgtnE|c+uVWWYp~T
z7q?pd!^ZM7fns(>LE`j4Z)<TL&++hjvF6<1Y+FNxUx#W*#)u^hTlxcsUS^OK^!@xI
zxxf7#D-Uc<WS!MpL7%r<cnErypB@ghpTjTsbk`g!y79DADf%)+DVHhqeq)7(7;d?N
zE**lKgizp*kt#MQ@Lg1EJAWuib%ZCkW*{3*BtE~gx!g#|JYu}Q_FRLs_M6s2GS`1z
z^T>QqUOGBSrjf0Y>oS^S9vG_POLP+@6%}nDiUEm;YU>l<ohg11jtuFG?Vg<6GUoEG
zXI<A#jkMMN>cKU_tIG>FE;-)elksZdf|XF`iL$aXxpm8ft?9|^vA$qpkED4?>ua<7
zHjl9ggRkBCw`T$nzTkvIG}gec{Du+O7BDgrw-L5_e9mB&ayFn2hP{`lxUU}^{U)I3
zYrzmgC@Fa05UeS8H|$Q^Jtyzd_heBY!pfNgk^yWWkc#TMMoh0pPj``ooFUh8ba*OA
z{vM)QEqr1buXQR-H7f-c8_=6E_(BDVW@%bZEZ(@)Bj03V@f3wb0<%6eSjqp2DKne;
zZA_U(%U%TZrnJ9@$LU&@|4PKbu$x5kn@3j@KgP=MI5CB?Ls}GK4+2yYP}HV@0oI{)
zK!+r;6armkrM-1mFitgv=q8}%)6!LpEuwm=$mCKXY*?cN0lYNu&gRa!evp~&llwv#
z8q^p+|AP(Dv3bvr)=^Tw<`JnOG5t`U6Fx?X*BV_H>hHwNJ=f|d(midT^#0ixi_2}q
z-w5)EMKEXs;NuU<+JRCt#f9m{0c=bDtnHISvPh#qw}H<qCJc4A)9(;4p59K+_<r!i
zebYZkJvXhqB-%t)E6JLao|j73GD>E2;+I!Wk~}gn9e!%WMu8A7{~sgQ4E}c`*96`j
z!IABI>mCmT8Y9AQNRI*-WSnyII|dx<dSd_bjfcB#-n{96h{T0b8=&w*!ayYJ+J_)L
zVrKfoHP1fhk*N8<&Dnp|?2JUSEM4mv6SzjEEOa`1@{crg)N1z!Wug9m<OwzBKM1%Y
zIa;Y5cznF$6v%@ic-dA{c%#FygcBeI)t}_P_7X|r0dZ;E`&6pa3>qti<u_*s+49A-
zzVh!|=cv=eG($91{&-PQ(c`U}?ULKl4}{$Lkt74yNyw0wSKUO&OlBxNQ;LFMwh}jt
z?BfN$H8Lw6Kw(gj?!hGBYj$gcRDd$KA;~&`6Cw;b<j#Cy)Qtw7JFQZ}-hOPZ8Rx_6
zLMUyDHP>MPloI8D_FGzS{grPgMoPw0iPk;t9?JW5Gr4Ro&9<yY)ApAnM^Ag-jVcOt
z29j`?3nQ5*Ft_dL(-6pzgPW9aVLIg{1Fg35RjS-w*@|8DQvoinXmHrFKnvA!eEj`8
z3(S^%Jv`^zQ5jDYSWYkB>>=TpKg9q#(t9N3uD@xY%7HsL*Mw+3l4x(@&DEtFk{SYm
z3Ut~f=|&#F^9!B-Lxakh3UH`2m|^u)w;}|l&Ds5%6G8dkN~RjWEA)Jm2>u5?NhrF8
z^R*FYc0Z&EF86Y}v%S3gso*AqOZIeEcFc68Eg6`g(NaLw()Q^07g@MN_d285_ig{m
zpT&_PThg^ZTitaci*)Cf4z(?t$C5f^6+k?-*?1DzN9?6^vPb$~pd`$s8`6|xbUOBp
zLOBOO1R6L%AWa&XD22qIB9J@`&OU~#QvPn%9Va+A_IBR+_wYzD^L>bNZN4Q+OZ6T?
zY2AoYC$2H5g<M#Z07;7|V8B%p>#P8IIsczwV6p!AH?Lo30pqDcvY<TZa)4^+eG|HG
z3<9VaW4Zrz2%y`VO99t5R&r)?WU}L)c#QwZK-8+`;bV0hbje!7w(TB>#uL-gi97jy
z!(0_X!f2QDHa=9Usz*)_CD^dVKrS$gO%1<{7U(<WXJ+goG}Nb84Jz~D_DkHaK=K2i
znX_N+CI*KMGFb@naoA=;&re^JyWGraA4{_`KVKqeqhCFO2w`Ze<5-NYL5SObP)A+?
zox63g6`|N<E{eI=d_1T^zDs$={5KND$M@);?GEonK!bH{$$|(b4lMor+L!s?>MV$=
z{=cPy!9QZRo5+<78Y+5hO8>V&%Wc%s4V3!`gQtB64eld!^nfYuf2>F_m>@Uz)K+4K
z=?4B`O@mB#vIhw`v6=K<z!LGiyn@l&SRSu_)aOjz_<oQZ#Lhh&QWW`X>(Qi~yO3j9
z=Ty+k_{KMzC4(Yp+?-^W4&La5VSlWRBPLC(pg@4^20M5tD3?bKSEgs&IgjIbN7_!e
z{WgN%aQ}Vl81a9qhpdw#3-(zz!WazeYv;)+e80U;M&A^x@SR3&%yQrywBE?xUdpxB
z6E%^_px_QB@d0?@V{wu^62ekYIYR*<EYF_RWF^0lgy6lGAj$II{9na7PRy5S|4V>%
z{Oikr<s+f~sQruy*@X}t(+!AdVLf+2v}3CSXe@>`y%ICV?ejh%)|*`&IO=lm$XE>H
zyK`tOZgmeaU7>frxmZSVA*(K#J8`B?&iYy`4=Vka(7EaTu=4_)(*j_MaAt(QV;<3F
z)M&V!VHHWQR2?@^c=qGJ<vEcBSEcV)?3D?x(Ao{V+<Yhk(J6wwQz(+=Z72+uY@Cc^
zGlVw#w=281E9Ds2H;37JIKqmSV>PqsX226fL7(GAn}vSOfvF~WmJDX_1w5_kV&ds*
zZwc7ga$RPJSnA}H?rs+#k!1y%K)dG^uRF3YdLva&n(*^yd#;_LIU@P<&dSns<;`ES
zC-~QW!aILGnxGe?G02~wkFWoo3H%zwP-oijq$ttyz|8Jh_cKNic4nodc!FThBIGqp
zEc`P+kLno^fDVCUBqy1fnYo4xrwyxBe=HyfOXkrCJ=}F~JLj-qzBHfy@S3x0)h^ro
zZ|44sSuLHlZGv-1_5vRXdJ4&i^T|?->~PcPg9wH%-7~~K?;p9$Yz#e=4bGi_K4?2C
zeE27ym(jZVSZl<Im@b>?g_C>TyJQis18j#R5Bl687)@#mqM&PyF^29rv!S0Zk^|hz
zzlY3RPbFJpo@G-zbQ@eIDnK(qL<N9;DhX&RQ%8n>{@e%+GLfKO1D4^9RFw#(&##wd
zqAefsEpG{4=X!HD^}~&O>JB{`u|pU=;vCH-t9dqmA&`4uU;toj<%=Sa<N-jbaZ#F)
zK?S+^Dr888x2Wi~rlwpBou;NH$VvbxH&fx>-Md~OHUmHVUyjy2S{c<ZQlWQCAKgE>
z!=qC);SLEGe;?ch8K6c~n5etQ2EkZF>9MQH<5BhD0X*M7r{($Wjs@#GO@$0oUB5hb
zQJwD-5M(CZtb?p6n6{SD(9H<WTP!<^NXsYtB*N>xqhJ7Uf>j8f92#!!7^r;b78ZO!
zMFLhJZgJupBG04=tD<*~re_1*g<@FKj#}NK&i%rvyCnbQ{uAAdA<fCf)z#;qwBx*-
zn4DaI9Dn$G(89ff>ZBX=h(PEe&KyMD2KW(@p^Acmjok`#G$^GV;W7qkQy*Lv?PV52
z!%tMfq&E)?+#=|>=b_m{^zA^f`5~Cq;*l{2A(!xwSyPqQObHy<MsVGE{=J~DZZS}Q
zsam4tx_Yzdt*z*~Ka;xiYZ2PlGbt$DCTugaP8l*sFUpFG=V9{Obv2t|K*S4Y?_Ce|
z+29y?cbC(1bO<9cF%g+ViUjRK!_4n~{uN=!19K@cBvWa9zjQrp$cZa_X<;E<D28^e
z)tRwL&4T!`n6;%|b*^=M{pnwZ?(S|PLDwH`nQao?Jw3N@am`>vDCDXb+uABZwyd+5
z5{j*@Ez%<c$)#2MffaZz6QI2~t-=aiitV^DCG$tEDu9pIkTOkxnbIF$Q2B$lZuhW4
zmg8OdO3&w4>hBChXhZXSILUBcca|mhmeTOWuIOm?yb<*TL0!p<rfVf7C0cdPoUj)e
z@9t*}{w>$Aad$ToIR0zT%=~1ax-=>#CIAvh0aea``@^3$^0C@X-MZ4(_IlY|fp@iW
zXHP1>-+xbbV@O@bGo<8b0&fVT>t#p98VFlR!fdRqwW{CH0eZ%`M+EZK(2fro$jD+i
z`TM2r$`7?-ztF`xzxkK3tGinc@aUV_uQQ_v>1Xd~BpgRFd?dEMYG8VKn(_kgW<_Cp
zk~!}3M$mjLb>XmmcAR`U%-Q|`Gxm<5BkJtyGXsm`Y2rKq2kGGzI_WH0z~4vrMAt2R
zp;`bWG7)iGf`&9QKHe(O;g;yqIsU^1*9c4Qh2IA59CpR6J;j#wuGdAZ*h+(nCh$<%
zeo_9WzL!R;R#0WmsZxGZOtJpz(uIvp?LiVmTO^$x<ZUTjh7Lci|Ma72aZ6tOjc!xA
zE6)$A2ufBn&5_sd&PR1^bI>G^m1tsWy2iYx@kD)d!BpVpEDK)2GhHBskdz%HTojUY
zkdQu@+xN@k>TH&zM$=m<l+tj~t2=6=VN{J?KR!rOnZ;h`ddHn7x~6zGksqs^?vQ5X
zjvA~=ySob_qU4m*2TqWhdJugSNgIV%>RvC`^1GrNgH?~mQY1Ts4`;Od!Bj-u0NqAd
zPPNTfs5Tpa*ylFvz!{6^XD>`&Yd&yA&(6ft*ozO*d0+9LuX4FZhD@G^d>|f&MGP>E
zKh-G<gcKv<Zz0}F_R@rb(pS%F|G7>2zhpOVDzmuzSj=CmRGnaeEA}hal}~j+ib2Xu
z$<%ivG%&-XAUr8ZpzD?{C?E7u+6m6z#qzIcZc~vXyD!(bSFk?NH5OV`WBeh(P|I|M
z(S2wE(x1MiqzHS&qKEppj6Ghfz1-!vRxoDmWjPxGUn%!$X=P;(EUrjXBtWQmr!3{O
z*f0D~ZMh_(y1LK4^kQS&UoXF|nt2e%I50sUY#uKse&}|*pouXudy1W*(g`K(Fk;Ee
zsH{z<WMl|aJknqBJH%ca{#pL3mjUDV=S~ykZMxO-wZ))czUbY%RCkyGqY}%9e=h(6
zlz{vm@W9*y%z0RGSw8tj`)O`=Cid?&8pS95)ukgTB4`edj>tkshFAhb3J|8wh7l!^
z;crf*#nLMoE|kzXbfp)s6}oP|G?8U7`t9q^EhhKmsSkY9j-?(?x$<REMMQ@Ku@NYc
z8=)C6QG`hrVAwJ^6*6(5t2V)VBbANcYLfLyIxm(-UGMh_?A(o0Gx#JJM2qDK;v!ZM
z@`S$2AMEZXx4WO9eZy_V$8_yMeLP=*$32+Eu(-JRIU+(7B0?bg^Cfx73zAFBPxh=5
zsGgBoWIgMAFKzX6Q1wKzN!YZjQfGq|A8<r==AI3|^|=cR@H6FzzWMCsi=qbQ$Ht+S
zkIoiIYnZ8aW*P~GODdgrQN3T7Fuy;@bkdi4Wg8}`Eb)E?4sm1>HwtJFj6sca+Qo1F
zaM7&st-!K&YuT2yJ_N&ni3%A3ySuk{(&uq02G!2$R24g-D#2Ek6v_UYjy2U1HPw(w
zPdIETXH^_q{9?BZ>ofVNb(BJxJT(Os$>7U<5~2k_Mvwu6ckbMQsXOYW+X}C}ypP^V
z4prqai23YS(v?0YipZ!UPQGo`8kK%~RH99D!fDoN<<UVOv_ct|Z0~F^llmGnLQlI&
zgVZfU`al*1J9H=c>O27WQ1+KUF`(~h0USDad-s-TE0zA-u1^CYlTg{-{di)mOvQK<
zVv2p2D)C8^YfLuRT)0PcumtFWgfUnkCYe5-<g{o0LHeuZy`9g|FZptn3d(HMg6$J)
zk6k^Ub`q<zHw!^_4oF2%M`nDTr^Q(8?oaXE)>bF9P)>%&WHVczi0IisvY-knSzwU<
z1$QtqK8DAm-dPIkZf<e2Yx*z|j=rkRtBuvgknXA^j8EiW1sSiI1om&6-m{6krF36(
zpI}6X(NPw1Q^?5r;Ko9+d;i`H>@v=sN7BfRXn(Gld9<7QF<vYxLG{l5+NOK`xVA3K
z`}cBD34L%*8%OT^;g)_wz;eC&DY<jr<!-(xoElIYiK?jJ71f{8!|DE*kx_oS<HpUu
z%s=xUn^SGlvt=Z-jFF-Ce|M6#e%iBhV8`*g>iWF24DkeBJc*Seyu!IrqmKHlYODep
zu$G3N+P;7`0)&UFjN2t}s$EUo4UNfrRCHke^55PqZ*raqEw-Z*l*9IPJbTV^nO<I4
z@1S4DZiKc>T25|Qv8|$9ZC#kzW>C>xU2eSt)xyHUpEls}D)rhmneHD6xtO1fbQ^d>
zAMhAk6b6{{c)w7h8nccf4pq9|K^qC%urVXKahi-@XPv4BerEUMd2|%0bYuD6<{Ip}
zMQjq{@xFhS7#f+}^jmZzhf2*5O~<J}t?I#^`^Qw>QoftBPe8x_2_mfjb<!j&X=!yp
zPk#bajrJp*=FG>BDJTv7olj3b<<Lh}<Ehi$NAlPaR}%8e8agLG(bVmd|E#aa>bdeW
zhE1%y33Wg3i>5k%j#cLo_8&LPbNyz+_H9ba&aLRL_jASdc*N%jmpRJFBS&s-?z%<Y
zq<ntf<gJ=ssO;`esUcs|mMt~}H|dCmlRXT-{VG4gQ6ZiSTUK_2;}7^oBNGz~l0)2_
z^G1C%S_T;5mI4qY9gY&YuPk1m1S*9ra8UIsg24zOSfI+A?~Gt_VBOrlDcI5!EUb9<
zqf++GpB$ofcWffV^`~#iRLvZY(m#D_0_o&`+gr!Hi3TIYxI2287aP!8lXOIT`hWI#
z#nd?OO%KFR$@j4ypCI$#p>9BZuBd1R9r|hK_>{`Q1zw#*xnLOy)FKCM4{ZC(EL0Ky
zKZI!T!e|?q{|(XBd+;BKkef-+iB#pcI*vgdu5bb0>#xs7Q$qvAY1Pmvg#8TyD>^%v
zY`m%K8gr5iN+zouX+VgJjG)E^ni6?l@fO<omjX#^eWyx&RnD)I=rJ;!E+$^VQY(3}
zeL&AU3su;#kOv@VB%5Cqu1V#L`pxj=C!gmAjwTj>bfg#tTpwKHK><k$l9CGaPUaZk
z4}R%wk5vgA&ND5mrRy?L;f(yIZ1e01q1+vM;o$!5S8P88bxq-!-4!^$hex5VigA#B
zEGPht^ssKdX*lIarv|-@`e4S$YUc;%uHH&f5Azwn3N(fZ40I;cI?c|lSb@wD^oQ5x
zVCkPuE{>;_Tk4y0PCCl2_ePhOmpkLUwGSf`YWpR#QOHCjGU#;wt0S-aTV>0ofsjUj
zrk95IQ{%FaGut{$R@ZMD$v^o`{iM3~M*hP_+Z2NmhWd~8P@2P29+0hH;<e+9y2ri6
z4o}_({qCLX#zcdesGGHxtVc0KnE3v-&x2+u2PUc8*<vl<te=vO@C{gsLbKr5C(w@M
zIRgC|PI*f@g6Hku`%tnQ^{0sV)22QC!hAv@jY)`kse_)pv?}pJtk^&{o7$wrVaytz
ztP{_w;ukf1r*OD*UR{yD$Vi^J-g>lx#DX^2CM<R0yWV$?BJG)8oo=2^S;4z*9NuZt
z{osCMXj%LD_OOjlvMn;X+IHq){~mRFfq_y1Ze6vi(1|)KEO1b!rvhk<RNThKK1h{Y
z{idnCUCNl%N&@i*Lah26OgM+>$smR$=i<_MB5z<o3L1fykr900*8OqG6fAR>-BIEB
z05uEvz%$7CL25C&r^9;u?;+$DQ7D3r7z!xp10^SOu`=n`C<s+9>rr~%Tgato6;Y`X
zX1uBRg>}J%TxH2Nktu$@s-H=5ZT8vy{sA?uUjK0?Xu%^QF19^k<)SqNBURFBqA^za
z5y_6}Pcr@w3AX)?#MY6<S<bl!sUx)XsiTREgoK1prL;m%-UR3SIB;Z;=?>ZuG&8eJ
z$$PLa+n{ek-U3W+=vZ<92#m8?ycZ0U2$2r>BQj13RJouk`Fi@+PqYbiu5`4th#?_g
zza|=hAr_F3yp4lcTp%f*!xW?+A9g4ZlUY&iE+%yFV-=^~IdmN&GBuLoA(l8Lx^*|d
zPS*76__`71V#N~U<9<fP`&Ow=;#MK=O~7PxeMPcAyVRfrWKG+{$tPE54Oi^P)NLQb
z98R`Y<qfv}$g6Ur`y|QUk!zZCa|=gJ-VAelsiO}rmz=SI*T2g?LhW#2@{mWTTw&j6
z#J6-z-S3&MOh$ws79oP9f(o$_1{lCQng{g+gdk?A&|Co|9Shnm2u}yU8)9LCSbLuL
zTMto)iHY-d%7c)6N)Vq!!*eWlKCnc@($FxWAX%IM2$=$W43E$sVqx|m+OZhuT1-q#
z6!ioT=+_Vvu1=YG6VQ{ytS@~pohQ6^(hWqY>5c^y@Oy{rq*1W-tnD4kxEz|Ur+SxR
zd?vpaPZIMYutGZfu@lqJ4c|t>Cb=W*MMnpR;dmllZEaS-x)b+YBmB+^7tD=2*X!bm
z&-J`tU|LS<?i48*awXS^$*K5@^qHEOwZl6?{oJ(#dNffX;xlZuf_rtf5<(}$UnL~&
zK`2x*Fv{?gdKVNhLfc3Ux?NZ#%C>%;9ZGd;5_NOX29n2gaT2tjo}3JTB@B>0r27sG
z2}uXX9k45!iHLLsalJz#0N{}DU!E2>0$yBix-}V|oUG`6IopyK8yoBS*M}met2|d#
z+1VzH{cWZSbLq1c6vx8!9H!@{ujMVK8*>Ji*rJ@*bmj9k<#QsduG8M94I0Th?$9tY
zO0E9HMu~|ZWT|bYKU1{(DJQ5xnzn_kLDc<b8EHn$1`L-Gc6R1N0sqOM`55-Rt0*5-
zpvC4NtRChwxbjkBjLdvh2-PAa?mHJ48~-Om<D-y#(QtJpBzU&L{zZlgj<f|3L5~QS
zhest^Caz|L_8UjfaH(*A!Stv>3_{=!`vfjmY-9=so86o+aC$lRgcT+5|03%g&WTho
z3ZkT^r@t^Y^$QLTmi!I;KyCnqs)~w?D><QnyGk6C4bTM?myb*-8iPs=Cd?Fx6GKRY
zXQKWR0g9BkxY}PHRkID}8`C&6+r^9y8M$5xl{TIu3zUaj^22n7#$#PdmM`maT@tHJ
zO+H7(G`7~cjP&8#9>dIz@v||AYW+&y=UeBpt>MIbkioXCsh}|Nz@DVq2Je@>6BdU#
z?%OwHB3~#!0%?#<_Q2VeLptJ^=bWDLFE4AYzSw{EQz(?eSC7WMW5yDe`pY>)&#~Vd
zBU}KICl8!qENm<|Kr)ldzj`q@w;tFXJ^k>mUqA>g*UpTAoZJf)?PfMvfUoc4$j;|7
zGT)5ErW>-s;?f4XfMbxDzUh_K1cTrxhBmB+k09y;%OnpkuSHah9uo}(g}0#F=?e>s
zob7KUp*h1{FI#D>J^sD_YQX-U%m8CeyuGcwi#OLA7LHrq$AetDw`>hZj7;SZRIZA)
zHLLV`;hY*Sa&dOfZE)evN^ET%jX*`a7OJA5zq;#=-@`;3nmS3HdV2zQt_^jyMwofx
zk$^Ld#4AKWBH6&{krm_GRl?2Zw|6THSs>j#a%Y7<9utW&8@{hT9iES@8(W=U_s^)B
zf2~lr)Aj%<&^+nCh8ytd8t6AcZ#1Ll$fpZO5EVi0|H0T>hGn&d>%w3Q28u{Yry!^x
zpeP_Hpmd{v2!b@CbfX9^B^2rImXrn&lSZVa6bX@T6(r6**WPEJeZF(9bA3P7kF|8Y
z?>pxlbByP?pF4DPbS7_$HsO5-gfouNAG*L4K$bgq?!4f-e8tF~S4fBoSsD(}@J0$;
z_e-Was=U;?=Mg$D+>J1ru5DeOeBIp~J?qzWbhOrzl_HE3qg1Cfg97ch4zk|TP#2#P
zvheoJ-EK`+amzfbKa^s@Q<JIdH3sy|+ly{F{232@n!FYj6ZJqrD|bpa>i3IR%a5#L
zd~EdwlgR!up3*qkt2vgb6|eU;qeefaEaChO_eq*%Y#`aj0<>GSpS>S^i#2$k)vqvp
ztGwk^72E>gFbb*iFfNEdD8R9v2+xY5Ek1UDy8BYiPJ=s@Gq-&6uW($wHT>ZTU0l$s
zR~JzIdskOiuT`K>)c!LX%)S7Z=pv)K1B5cStn3H<AatH5`1pu4EWj|knK8`r@!5gC
zkQDP26X>*3)6%}r=JheLv9fMMa3EBOUFN@z#w4qUrgI-mik5pK!+HE%SmLBr*PQ|H
zM-B{y)OK^e7Sc_h=WeMR?SEtz<3m>dYNxyF!-p}Su7CXau@G4ZBq%8J58eAh(H$Sa
zHKEG*g3IyDPnR8UJ6C(0hJ795Pl($;Op@GxuT)UsA8F1IJZ2kWyhcI@5eCoelH}g>
z36UTA!7@LS;pVwZ?fdEX7`x$w2U4lE1%m1^NG5xnmFQ6s7!jj+_{W|V6~)O(G}aXr
z6(ncRpBKaj!q}t%jvmDMLS)qdw<Y}XNqinX8iwE$3x-f(;oKaDhoTYMp2=D#@Wl{>
zl0f)$>(zM15&IEDi>Hig_vJS7Mxq-&a!ayVtg9=dy=3nL*3l}J!TRPurjOq)O4ax)
z1`5$8TOW=eGCVeLF1PY?+e5EMZX%=gGY{)l-QE6hj))4qtGnUjO6}w2E6i1+(oiOQ
zhi3T#fR$R*HTUs7NMy}%OK0SJD|S&R?6Z%i^Bx1R&s-%|33u9`XoR2GDaM{Xq+;!D
zVq#K@bPfP;88`z7ylb-f$B!RAFhX{i)WGwF^9C2Dngk>sN3acmh!9sn<kDh(LAdJz
z<L+{c^WlLCwSQIV2oKY?pzog_cgGJW%VnCx7i1M`<k)ct3-LFgMxNi%rmJZf;j#O|
zxfx1hQ_~{bF}aIEzFUZD=sMTBhzGjec;4iS-NSfUifnQxF8cIeW{tt`MQDBpQ0wRY
zQWnoV45JYjl<?OJ3`lJ&V&Rh;k27&H{@xVz(9do4O*`mkhIuroQXW|ZvuAaBNi*<~
zVD>@8mtx&EeEMX9iPdDuHEF1{zaT2~+_`fDRZh=<J|80|Z}Bt+x>12hqSe*afl3GY
zkz-OqVfGIMpJY4G;;uwix%fZlOImy0kohycHru20vW@&H)~jlR(sveK@vOgmN`$82
zF_3h{*@%b?W^ja$ndls)SK^wlEo#ZM&NupLE}1E*Khf<2P|v+`u2Qm<xXaBgnvyLr
zE6MwMP@5}P=Axmv-e2k8ul8O3@R2GzWBo+xUy;X;D-K?)u5E$T`F+p(w)&lvJNUw0
zW)()ta7X5(F3k_6Pu_X?bdz=#)X|$gxRdTLe~Y3_iTd2zlsJCKXR@}tG1h5q_2rx#
znd-fR`yClUSzC#226qJd(QLQ$Py3VZX@|tiaf|9ot%SPM(jHcI(qz+BiuWwG8nXKQ
zInCRE<|R?flLfJau%sU%t95W8Kij!;j#1Rq0aO9-K1hD{mGD~km*PRbjNM!!{U<+T
zK}q6f4qtPE`+epMw|DIpPQ1OHOMK9&B~g&uPnMp~vq+i??`Zi*P*iHd`m%yv6j_&g
z`_9p8wlf$$?JW6-hB><3!dRYDrgX=MYCVf9eKB2D-^+`#|3VC=mmaxAus>1us#bcj
z>(f57>#YXFrQ+PKJ@2t`Hevqp!=Cnij`93ADk+W}*>O=rgYZ7@7E|AnG`N$t<|!bV
zT*RTF+(7-L$>HKckHff;?8$A?clRZU@^D;~af#!TJQXeROzM+IwF1j4yYZ(o<-b`j
zJ^C4Idi{W&;+WJsHj|a5_X<`9C-&T)?9Mq57gM>|yE(<Z?@XW+XUJ)fHT#v3WCIt`
z!h5^EZDv1rqGbQ~-r7r6*Mz5~QEA=LFJ7=eeJ5&1l7KNs&7-CR1RAzi#@<D+eD#5>
zWn7U?;Vs{_qK(NH`E(}+s-%uD^lo0m*_LD}SooljIaC&3@*;uBD^=X&?`qYq^Q{oZ
z-@SK_)BxMr1?TyTzZG<A_GGmMxoZA?wX9%Y>NCl8ay#R|=#XX?Q-&<1#6awfxrXlV
z`fJ`QW5sbY+`>Xf16a0B>wQb1>uSH}Q-U!bk;tPW9UOPT<)ygXwd{n}Z(}BXMqek!
zEeq`SNGTrvIq~kk7Na}W!fqE^U&&8~C}3geyW^s#=WEZ>`T4!1{W=uZt|_|2eU@m5
zAUPY6vv#<^dPufkrsNF2%Fd*<Oy~Ri4h5>5ik@=27@wk(pOylX?BM8VvNsUQBeU%F
zCzo)}n|VW1k0ofnWHaV|jMkUTEb#JO3yuzJT~jaH??`|&nO^$HK9JGXK7Le-;?zEV
zn~$Bda(<t}RW{h;GcLXyTJz{)QZJRK>~rlBuua;L6kL3)_pk@wd!14%TGS!64Gnv7
zW?{GMEwcgL5M>jPl4qy^pt*-eIUKdrb+%_9m<u>gU&G`Qx7iS*E{u$>v9$nuA;3{^
z){!v$(yT3+C+lX~jj#IxMIXwu#TBg)U6I7rx2=tYPpe_KJvtfGiWXP3GrzpKMp4|>
z+46w8PsDiQd5rOohW)lrVakh0EhZ9-?WCbuosBB>JR~qD_3rB6Qaf8)@8Rr(D$~ae
z1smsgI1c_OwkDR8kY;0g?d^X&soVDK&jqdD9h4||2tP&Xwm4nXDgeye;qf97B?J8x
zL>FKrnt=WCYW^KLhS8F7b(pXs9D)TE9sH39=WjIo*`8v8f*}ZL!9GcxdxT&M&BblR
z=4tAGBWrk_PxiFU!Usn+ED6wVlB}<<<6y}k9#<JfIFtW~@2~hX_v}v9pWBhd=~m=q
zXG?Zu{qDN*!?=_`E#bo=hCD4rY-dFTDl&bD)p0V|C-ko0<Ebc;PTQq7eZ6tr`=#0O
z_Pa`*c{ltw?y<Sgqu(gu1c9%@lurhObix+kz<~p?q7G#D5qYwRf`v#^i9Tcg4wJ=y
zz(@eMVEYhCMI!McN3S9ng-{z*ZA5i|2%pPp!4?N2F_BYIQF#M8?-c-J=tqVFMZOL}
ze|<)$x{0dj(#p9Nrer&<k8IB{!0$5Xs5!_H^;|o1C^yJtSHn#T3(<q7^!k&-Esd1-
zFnSfKKS$6<A&A&>5d!%#o2j$bs+<qQ-w#bHai92Hec$z#;q<mW-dc>CPfm=B%i4@>
zQ^~k0uXE;ZZLOM>+Hno-K3`Aj7&>hLh;IQC<Gezm3eA1!K8Q#|bnB45lY{@na`L3I
zm=sJWpWxq#nr$4ySMR7OT5ND8AlU#zZ?AT9%E`&;G$%x}kXKz*R?g7MZI_)~T3Tvo
z-TIr%C8+Muag{%UEy7ZwE8}M*7lWmz3$OF<%Z6h+!p<r`&&fG~pRhagXg#Qrm1<+2
z!Kwc|I~RV!Nb2q-i~eZ((PNsq$#a?xYLrtugkI?9+naw-&ahc(`5tq@$UIV15mIHu
zz9(t$T*q6+<gxtx4s9uo-`Lzu^*^#Z)QUa}giNf7o7=_ywA$O%6vs`%I(Kwi;$2Ib
zphzih4O0yAcGsWkI5u&3ADgIXGz^lE{EGAw12`zaR$+SqObYbf7o_0~S6EQ+24F42
zc}GmKw`X?SS5#G5j+z=8N@7+Ff{$v(!mnT5R|w2~#qzd8DIu4I#7FLe*U%f%>1iIO
zz>-%bhf8<<-dpV!ZKt1q4<6`p3EPJtwdLUDC0DVwa$QU{?ABaAX8Nc?L8il7qPME&
zu6kmC<jE-=1qH<%%Fb9<2d9X_v4I=WyJ^#vz^jXliAho6Mk32OJe?kE-aS{7BNVp_
zu)ZE!4}8bPnQs*biwvGvEn-_9`*eKv=-EYXWd~W2y0qgnmx&{&1CXaefR*N6q>Mlh
zenm!R7xV-K!3;>{ca)uki#{>lgXxOHWTzn(JMl)xp1tP{HyqkxJ-q$|19-9y%^Nl*
zD4YC3LPEM%8^&zGw}Pvvaul_Q$#eOjTh?Y`i#K$1&udjqqwt5i>;*uDg}NO(cWR2(
zyks{WU6{+HT+X^#KeTzf=S5{!y_@DB*cOs4AkD5zDS5hhZ+BX{E|gX#Ia%y9r;m<P
z2EW$D#RYT2YZ>d!vH2s;wtE>pT)l5kh$P#4B>0&e)$sYx$L?8`OIKM^{IWLtjyi!r
ze<c8wZY$0GaA{k)q6uF4S;$WScKjgN0fYe!upm%|NGND%>Is1W=F?3PC+pt7e^^|6
zCUBjMoZJOAHc*C<AO|w@QUdjHSG~~mGl;hX8!*E8YkRv|26>|Gvzp57(ZAofCpo4q
z?fwI44?)x(f^l^c?yu;Wb~shdjk>Rm-i(a4ab73WuXJXuWgcI#Ei4`_nf-cVT_`;D
z#5r+?m70u+e`)NBRGqi5HwMs)D3$Hgedc3CUa-CtWU*iS9M4}Y@&H_v22;hep!U24
zO9fF9Mn#>^^@C4#@t4Z*M>79R3^n)pXdYn2B2yY5nWYh&kdPlQtoBN9Uv{92|JMvG
zeo!=04@8pQg;WC=2BvFj8RtCL%WGq|U_6D1Q&X&z*^%Fy_e0I9FSF$M-JNslu>0cv
z<3PT>bwFTw*oi%^f|U=s4ulshXBwuDVKjL|O!F@sb0_Hq!+!J~nJn|=m5?}RO+^uh
z`nKHdDD7dcxlCa};rwygyOi2&)N&N|X@lvtw_3stTj0@xxfLZ7ld`@287wm*+7v98
zqZkn*aF>|rKlbw@gt_huAE^<;cM68)BtX<8Ydkk1FSrPR3$%_^Mrg!<Rb+|GF(5t%
zjv$1&0Z=IfMl^%xD3rb@+K0FQP2XPkwV$CaP>g@6bl@d{S~K8S*5BItwAEkpim_HF
zXnPtum{-Z)bu^;H72h8^T^acy;WwkiDhXeMu>gi_*`9hAEX>nNVA^`%;w&2u(&xn5
ztBdO}KAu~#pyIF)H8LqXp6(E!$1VB!IT#t2O`C#{J{<`H9#nZmJR#70!d!mk)h2!i
z!ZT{Y;#P(kGZDH6TE%T()RPxb{ojX+75;_^{@s42Pt)ii9}I{vh$jrZu^Elr+*+f?
zB(d#_f74I)t0mfs{^M`kWioOw`AuQ`NZ9=r6t?lzv=4X&wRGD#MYSW6tNYe9d5UGe
z@;slI6e0NogQu=+;`VFrUW3Tq<4NF9$<b5$j@Xv}@@JIGpkD}N*I+7BJ{*=)xkpG)
zq^>ea;;rJx`f!yNF~fvhuScHLMA=hfp;?hHf)winFMclzIsCF!&}17Gi7;mfLy{a;
zvlSMlot?>dxu>fO%cZHMq?l(O7{mA{%i88+x#=sCG0F~d??eW9!N|Upy-V-%Pv=G)
zY?;&&H&8N1+zB#6&L9<xm6z8a;vKZmsg0&TH4f4_X$F2SW5}=Z*7Bx7EwkH&zdf#F
z`l;uR`?8c??sS!^Jy*A!uIx;bYiOn*71$9%S-pRH@J-b}O1*>~PmGAows}-E?Kx4K
zBD9-JUyU5~%A2-Uto(ArzSyZ!?7MB;zpK-!bj)&l;GODUeU_66AgsF$3R;~zHvIIG
z)?`QrT@dl;-wz7bhuS{<ko8NU!0e0Pr&}8GnR|<Adj%-jbfu_Ncvwt!|2ar%H^}+s
zNR0uHCrg^L|G~jGgKdx680cx)y(B3#a!xcmZ(L{krKj{m$M)l;1Z@qpm0h}01lb$G
zCqKiJwhX%Vx4by-a5DD5WmEY~#$m6K!gfDi^KA0g3nCKUF^^Ytq!d*IF3K!?(ptDr
zBXIg9hla1um3oEFb7Y1V7Ch%2r%B!n4&Gq6d^zDxs!8ErwZk3pD{pJn0xb4=C+)ZC
z36d$9`Li~}<l3ss88YEy-;^hOW+s;|ON5mu6aOivj8zC_Aw7CD{F=!8cob*l%wN_$
zoJj#Bw9*WDUU|KTlfLbI=>L`MQ~YO@vg!gXz)OZn7Q*jPzx#xRg^9~$e4n}`k~wG9
z<Ub?5LrOA}Ec}PbtF|iIzeZ{m!I4S7*TFvttgaSIBoj`xOAOFr8@h8OwQfqkT<&lj
z-`i!XQRYFh_b0U(Nma_sNj3uq?mBQ+RAew~oKLf|*yoksk7m+`CoSlG*NyDJi!D4}
zPv%?S(4dg(mYp~=pwM*7#$KSqb=BZD3%}`(r0jj>>P#oK&%ZvGvsI$2q@;vV-md!y
zfGWB-A~Ptk%s_IqRA$gl-u?XE^tt>M9oZ4hzm^S?yB~A=NVTXo)*lV+>ctoC*#38k
zdsN&fyi$<`MpVd@&gvr(VrTaO>N%NoH~O`hdx)!&@IITKi*qjI-YUZ6c7o|Ei-ukb
zJU!~mHIDN6>U(n;-jp%v^(Gl*@hIDu?&zTQ@;>29b=oVphv%*h%deip7D2(J0{7K2
z4*7YM?s(|mOPVJ>)Fzi<wU2>@ZPrs5K=<i1Q}rCa4?293nHHBG(tR!n=lgc-b=L1!
z{jfU3iAO?I+&IuX_}<?)45Hirdq1W0!c{DzQyvR73x98PUFId1=e43QO-w1n1geul
zps3yCke|7aR2OgaKbGIK$wO{Q>J*1TLWjzcG*h>XA2@ioI_XyFa=qf@*=tMQ*Isb!
zkufyCQ@gdYY=~Pe((!UR-fKZ@)t+(CqI-AFv7tss26@eMsLdlwYq~9c>oSiTc3bxa
zcLxsMD=j&L*@vWZajXpYHsd|J?50kQnr3!eP7o;5<Qp0cUj)L#*EU|iUOM#;1NC8-
zTv_!)4^$`u%$%!sIiKyF&n1;9gTGfGoFGUDBF^>e81kI3*0e0Ug{!2HtF)twdZ|*a
zFP}|)@h&AXPn0Cef=hx&UNQgd3Y!_~-Zr4CAxaJ^5P+#fPpijoXudI2U*$V5U;Egj
zWXIb~pbk-eMaOZo4>?Kb=DVC16(xE%l9xqA#8zkDR4{g`+=)Rge=^Cw?+_Mj@yD%n
zoqPvnhqqbtW-Q)DdxZRj*>p_^dJhC8A7;B;G^SvE_u=D5QVNt(u=2qx68?uf!g_pG
zphB0@D)&QXI5SN@`HWcBh(Sv`+Zxm0+PH>P+#O+IkE1zpfdZ8rqPpJZ{#${RP8wc%
z;aXZ>gsde0sl8Plt`ZVD&`HyXEfGufQpF+CozFC<O6*nKHJT_MoDOHI_I+5gb0mJD
z-R-M4vsr6xdu)&EncH=~mk%?J{uG)+!PO3fJQ4_A-e9cGn-JwIRP3xI<bCtwOeXfb
z^cT$Z#}`hx<z>I~s}!<U3@SVStNZA`g~#)pWiub?xZGi<#mhgP-WuF0eZfl6y^v*p
z6v2*!+uD7eQ^Z-9pWjXz6#TsIhoF;lnl5GAfj!=PX*&uJl}w+w?x?VpqWdv}HD9Mh
zuB>_6qqpyMgKV$YshP_Xug6M{YcAWp>=hkf2VD>>VxE(8>~a0&^C|qX3^$FQr0{y-
z&2iOS0I_TlO{6$+y}xcZa`#$4DjaU2u;*xsj<<oFRc>?CK<?iDPlFr_s(JcLj4-it
zbacGWqat%B@4%|a1ZioBrmmg_3pPFl?R6XDBRcnHUQgaq?@pu=^N_~wYiMkuapvM9
z+~9qZj!Pu<cFYE5X-h%uS4Z-e(Cg(qOU@c>Y8=n#*!yari(Z!gP@ootLJQ8hy9K2N
zt8KcjEj<klPXGaL3wr+iEx<xOFsJ#FJ}zmBhpFHyLpVM%jNgr&<j)GMW?OOBX?yv)
z=(#*DG+p}szQU|RgFPnNPEs4pnKxDqj-vd5j~~frj5g6UFKdW~32}`SoC;Y`Gu_xV
zK(RwoVmg=4xx!yW_tV$!`dY8`m*QbYux1*Uak%u@u4i}H<X<OZ^HC!1ZfFGQlkqQ1
zFLbOXhC9L;JsnO9zF3!u@ivI&VPpm)?Z|SA)N}voAChqy6h~`FcsvbL4_<e%?Uw#(
zGA*cow*QGLKrT&6Z+as`PNSBFv(-Pa1rdfE2i_pmpu$1^pEf~+RnI+|o>ba6lDCc6
zgB0)8J-;gV>zkT&z;%^;Au*4^Kom}=NTRN1#qmWcI2cJ<S)8B=maTO$_H&O*r!WD`
zYu>?0a_rc#PIb@aG2G?RrZ9y`9vQr-q38Oq3#6;F;TLi8D(98C-xi3f?Hok|Qn(lu
zrF(zNpgC`b$3g1}%i~Ys2GMsISy}r1{>WzY%2#n(Pju%zCDzlf#M}Sg=0xTF?aC=u
zpGoyD@W#~<{c~gEHVyw?hGWN;H7_iVl4)%ot^1s~tJC3So9=6GW}4d6JjMDD-aixe
z-ug@X$;saj=#`Xx1;D_4;zW+S3F-Tw+nj2=x;0ZxjjVWiC!Vt(@j7Op-E2f+Az~(_
zLe8YekQ1nP3KtKGR{e+i@I>W`XLnouWEPo{)rB9$N|ldDvHoTnU$S_{>Dr=AvE%*x
z-BQDADwps>WaIUcYTU&x(44)?OoA?T`ddxSVw4b>jO~2l+msGho*S#g-4;7|=T>}J
zeZGjM6JIlZNm9n1RsPOveF0WaNNBw`>o>pnE2t$~oz84`A?6IA;O{2^9R?Qcsrkc6
zDst{1i*IbZU^bav(<UHEv2Uu2QL%jMYyx)WmFWDh+ipijC0U)0+%=(^*m?7xg60m|
z^?lxnxiS9)$(tMt)OIK}j<^2FBK4YFNRt-mZ@dh5`eCv)mZl2jY<0`KIocB!{PN?R
z$HKHbE%&eBoFrQ~XdBs{lJ#}*$d0%3(Us>u_k4Q@veM<Gx(OP@OeN}zb^Y$b0U>2!
zVUe~Jy#5b!S;51)<7+(nQN-n*YtOwDs}%g4ZMVE7{XldHOF@!<p+Co-N2)SEf4|&j
zd@=0KLDo)##vzfjgT^Ll&mu4@zfpCRL|$GVkX?R$GRxJ&O;5ij`#<A-5YO-0q)p+I
zO&qtwv!+E7GG1}C<mBYYSSG;(9tB_bCVm24@p!?vZFema^M}K(5-$~N>!r1&vsL*f
z+f`neGmEX$8yND7XG`tpc(~YYWgc*AL&%I7cfmE~{gqC5h9I_Uy8*IWI<r!0m}P3d
zxnH!uwM*UY&rd#ONs4SGdSz-+5r^Bo*hS(3RWI;-hxZ9jLYYE($L|E;4^%k@I)_<L
ztB+>&SW<OcDjp;byN2Q~o#kf6@;e$R6dtf_H#%|NF(iC{?9btm>>l@>l9{6FZo(X*
zryqW^5&x_k4}E)z+wa-?7A<DR#;IQyg^v*XU{mg;3)}_lqKXa=%tr>XS@_T?Rehc#
zQ9I6N2oe%R?Y$U(kO2QmMZS$|)8F<u*>%q)QsRd@?2lyLqxs^6GJ}rr-CMndF|I9T
ze_9ygehp-^5(UALF{a(Uc47xfGDKI*s6I<g=dyNM>Flhh!12{l0GompQ#*_nCpT=C
zzyBR6Gn=-MtqEszZBoa>;0kGo?0YXO#P{dUqpyn$h^2q}^eG8J_n)4&svfi6Lwv#0
zX5;4Bn?~OP-AQuj%F;6OtNwk>IYYww+<5o^jO5@7@3UV;l90|ux!K!FaiU?$*H$AA
zr{)&oB-U`+&~Y8Q-XG4Sw4POVVP@vvJWrDP#>QJH)m@wVDTw99P<9|ClzBMZqIG+e
zDYM7=6kUaiw}F8Ub}(S^=|ga|(yMaZe;;t{_YpkaqY|4(|M8EbdfzYHsT+?S<XJ^j
zfOe&@p|ZUII_~B0In>Xon=W`Ju1!7veg!R7wBBo*PY?C>3fhs=?XqXT;<HX=Q7MP}
zRn7O-+3%SJW^t-EtLdiH1!L1UY9&T|bHg^%Imo;X^w|1EKD_Po?y9Mq;%h}M*O7Bw
zkOY}j3htm(cZ(1Y`k~qbR$=d(d0DfrXNAl!ZIvpXqU^ZhLzlm7?lZQlp1W6s(ue1H
zL_{6vWuyf~MMg++bZv5bKhe+4@nqqxKJi#~j1(2UG*}nZxAK!?X4B4#xIk>fE%6Rh
z-4h%)F98&Idxkx}PAa}(vqtK5jF8Kt*QB@Z70(~}jQWTe&ae@5JX+dp-&q)dtDIEp
z(ZskqI;4#DYaWZkv7D9Q4CX!QMpC9HN6DT9s_tEDvU|6~p{g9boxor1p~TjHI5m=C
zph<{rF>f1S%-P(^MFq;j8o&7?L19d544YqJVF?O-K+d1O$HSJK_9audSP#Bjit6mr
zwQ<3n5*=W$rlIS+k2|HRl9`~Sx?s%(o&|zAee@T*h#M84oORjLoIWOHNkwjGcrg0)
zOtjH$7V-FZ>O*@;1rnW2<%!Q92S9%8>|K)kxLYqoj&_Bq9bb6=<gAoVXIfUwLw#ab
zTYlBv64Tl2?pYC<T6V$z+w$?(@tvWMUtE9t=Wy$-u$ad1$eJGu!n54Jv=7DeE7SDy
zMANA*hq4p52^mgtYegdPqX}%y<bS&Pytbvd?p0s)6a7WX9dFMFy_l*m@|<12JFHw?
zVuYH#76$S6F`)<!3rmY|Um>=q5&vFEoxF23-&B3woou=kr}H^3h+)indVR1r_{np=
zhk%Fw&!L7)G;DR_J$_xEo|(A^b6#v1qd$IR-}C}j2EgkhCLmy)!I$y_umz#Ta`#mM
zFgRgVy9<LtFy}QmR$iRA8hj?5LMif;q>W4d*-b9%3pdQ>H0A%j|IwUImhV<VPbdwP
z=SQq#MoT~dB$%#R^_ME1T%8O-9a@_fFBR#pwk<<ubKkx@zJY0b{_<Ynh^JuQ?&nbI
z$B5DDL-Q{MED4@#$I<+ZKs$Zm?{pDB#7Lk*7rWZP24EswyQQTG5oNk^Lf(RBAjA1^
z{3#I4J^#VoAo4&bdjtgqVS@azsmUKhiv?t`pLUwn)5^J~I<}IVi6+w)9tZy#T$h!3
zc5B^u{r9oDm-uKGcsnALJ0vqJ;?31!wD!lYR5lc5DRUH`awPT17#I}1_9HzjgChE`
zz2V)MH5vX;W(}68fc9=Hs+xHXWws+2z|3Ok-{X7%@^i>xYC$<e`ltasJYIpEK=^)5
zo&lmXnUH^@suo^?jqtcPgQ*`0k;X%WFrw7XfJ(#aOThzg?`;Gn7!W=_VhDhkI}~tq
zaRTaU?i%t5Zk8K&S)T#|xV(H_(pj$FSb)>X<{dr#$-6?wDYw>?M8|uRF6}00Y;Y^W
zTd)IU;La(NsY;?b&rFS+!Mir{d&f>NiXY9mwpC<3mg2r3Z9M6F&CB7HhTM&!m7b~O
zd`+PvWIK_4!*Tw63_wU=VuWlQ>m?1h6$5f|Kz=`36O_>?kapEafJarCvXkQf=OiMd
z11gXZK%JhkQBiyE>+#F-_jt}lCmY4vTRA!k1MS)M=Iz@Dpzmu=x^IOpb4OISHLRD_
zoRpJhk@Nj@eH&H2wgc;=hDYZI*NG}65BD2cb5`#U*4ex?bLOocB^c!<t?~Pb*-ky+
z{zk=o%edlmMA<x|%5(fxabRGC-E)$<+FY8xG^(RNZaKb~KXbfPy>NPNqA1O&bW@H;
zRCgB@1A`)*odIUU`L6(k7!X^|fqD6_xhV0pAnhjzXYlj0gCid?n*w)ab~f5liSNXT
z%o|n0$B!Q;cxIuIkBDgO|2cqAncVpSHkH_qU)XzqGt=m?0TgvodK}R1Fa~mA;@bDB
zY+?*KLcZUfBXj$$-zFdbQ7lWp>v^X7iYnz)TB~S@Q#eo|e(RRGA>)<NWo0#dJQQgv
zJYnmI?L}^Il9Z%7k8TF$m1G%Ic<j!zv9$to;<~pq=xKF@ry3K5_Y;t3=B<yirGCdH
zE<XBcO&gq_f0Fv7K06!RLyYnd!8{s%%bj!YE%U3>_1Q2+|B!U)A404R{>1~yCLwqs
zf*q4ZJi`BCh?z@J$?``)(kPiA?om)&d_r&#JkBnOEeL!ypAAp2W+VokOJFj!&)BtZ
zX72Ck_F|PbS52;Dr7l^;oCuc5P7ZCQ52khH<D>60O=BiGTCoAXgsbK3x0+|rD2ll*
za|`C?Iq*bZS2-jzW5poh84JIK04&Mpv9ZmV1JMW=KVEYHT@KOA@Hb#`UjBIqlt07X
zm$%PYb}PjFfcBhl)m>j~IvE)iMR=Ej&l2$P{WmuULYfXvF|otIMbjC43Kzt4Wxvdp
zI*zv{)i~ymi|m8u=Gb(Ggfwe5Y9nfSitO;5FZEid#{#XMd<r+be*JpZ_}?<io~Hz8
z47Z&XQ9e}Ufy;b4#mp=$q$Hq{;YB*5e-b4qeh4w8=txaZw@CfJ4k{L(Dk~_AVi-;W
zo_t4&?7?au_k$7%m$md+PC8iMDj-+8@ju5CPgdGZ<0h}^2!I~wDQfqRd3B7Tb&{Jw
zF<4Iy%U`gsK0$H_7o&QwC?*oB<CY+tQqs_5-s{OJhfbi-xZyBZD4#&{2I+^O1C5T2
zWp#9Z$W&JLtx2Z1<EN#_QvCbQ`^WsGtaM@X%g5<@hZ}&An6NHao#qacgZ9T9sp9D6
zxxlp^S&`WMvmK&A63o?I@C2}@tJiq`zXlj5fCYuDEs1!pJ6GEmvtPZnGPkh2kne9g
z)2QrqWJi)~%$MGnzt70`)P&|ltixw1m2vD_rNav?^^JWEnQ^%Uofk_}5NrQ%{?*_Q
z7~r)KDpTM#gb^3;dN$ZfgJ7`DOV&dN)Fr%Z$$;+(D{?FFkW<;aW;;Koi0}Ll!+@{O
zBm0r`+mxM?J+JJfWEi#;l<S3CaObP9Br93c{24W6w$5X{JYsa;Z(aq){+4jB|G!Q~
zq7-T|xoUwUCqd@MRy>M<(>SEA7<uef3ADv6dxo4mN(6Ke(eIcj5sB$5Q!ieR;Ou~{
z85K0^tel*WfTkB=Nd+GFPQMt;jt)1&^TM5hv(=++!?hlF(#3wH@vrS=I=M$`Wprfr
z;_n}Ka>QvfA{<*_OGTg;^M4kMz=%$>i(fN%X<3Q_>B`lsZ8Y2L9Uar*QG}^6k<k56
z+N0g{Lq;@B*e?70h~6>lRPpe8lX=@vzUny4UQ*ZAP1%b7@K@8LGgP$U2-yjeidQ5B
zDm@v_rY{l`Nh<W7N+pr?XsI;(w5v^R`l}h{pa>T_2=3XrxJIU@74R5(5&r;tVA3H%
zn1Ax*Gr}ok{`)25GeD4=Xx>rNbBs6wu@XDrO|i24i{QZCbaHh30V=yfjBp?>LN!B)
z0rO2GTf=WBZ&ZE=<IR3U1!f+d`X7hFwclrTI_;7}oUE%yxo|U9Y$IwF^gJFFm32&f
zzV>?#{wJIT7F|3f#2x%P|0PnPv`F(vNfx)1`g8DrEiT&&T<+w$blE-oiK=;G@Jev#
z^6T;^ift}e?#DUlZnNM;@09<wN&EWnMz%NzzI3TK)5Qw5dTy#l_Gc#4cx}C28^>G@
zf~J<46C~tM88C$T%X2bYU*pF{c4HQ^bfCQpp_U8uDBaA$wGhn1u^(;!Yx>eo<c+Sh
zQgSMMmXG)P>el@Hi`xmhHXQ|e>KzYeTL#RAO<JGTe4I!t>H=N^jz&51cXl5*#td&|
zn0!qnrG}ZljN>!<ujlw8V*1zIHN9pnS(f63soLg4V)Hq-*DL-K7hoY5XRN)%!npPb
zc095U)qcC>es;Z}-cNUi8BONN{MdB)p1eOj9Ug4;*?6F7ik)1N5}330LLQn(MnjlJ
z{p9#o!ZmWQr0kYTVx%zt9&Zc2Mfo`TrMI&*v+3iXRq8AyQIerUZ>?kU3Q)^3h83es
zLbCPCxZGs&K(NpP8O<^DfW4|}#_9id>up!m^!q=?oj4np`DUO!dPv{He0bI>@vzoY
z=bG$i7B{)bHGBE^nv<@HL4YmfSz28DVKTp`rG+osI*xbAQ?sX1%M@Z=jk2&-vERo^
zET=r{&ar7j(&FTj_CiEByi%5taz~O0O?N4a|F62mn)?1`#?MmY>wcoTiP3Uq)1Sf{
zW*MhuW{4a&(a{r`vv=abs6{E1_(R&mm4}<E{-lkmT`@X1#g1S5=0=T1rS^KC4r5%a
zE+(NBIJ9;nll9|vqo0;!-@A*Pf_Os%+-l`duI}|#5&WX7d#ciiO<0B_NL?k<&J%C8
z_V4YWs(k>T$l;SZHBL4$NYXL+wp|#OzDRXs1T`Q#J3GkQ&QrN%fBuX->#cSptOf{y
z7xt1DzlXE0swTwKl_}ri^ZL;JB3pvft!8$g6<>PD9_7<~!a~9!Pd?9if4^;F@)DH{
z5vn%<(CL#4Pv~JwrCPxPO)(hV#DlE2M>%ZoTm1`=dW|nVS!>AuqL@59r5yMcdo1R?
zhmRb&496W3oNw&h+>c=oNizTG{M<ZfHcKF@wWIJvP<b=zTfe}TZ#O&Xg{|JSwmw6N
zM9_C2PtGp<M@zLc1NsxNbLwg~S5AfmtSuL-T;6JqQ+O<=VPI%oSCr&&&+f#z+v*hY
zbUOB>eln#;lFK+~J_CHs`PyoW9A>&UciyR?5)CXc%)7mrL$eL}&P#2GU0bU1eD|j2
z&#?dG@t^o^71<@BT`76Jli<Bp)Tm%DhHH8~{<&rn9esFZA}f(Qb$+qcsxmoR%50|N
zxgkR|4S@m}PfmC%&stqyUm++ekBlE5_pwy2rR=Qty{Jt6@4nI^SSW8KlY91~jmTU_
zZd8ntOGRZRAvbWG9k^<1D*(p_)-z``lsUSdHeljrk=S2jbR)7MoTh8-T*iIIW$Wv%
zL5C%sEkX;k?wQB&(aU$)x!8^jCQ(|HB7(*a@}r9-v#7TYh>owyS{&uF5i__oUMo7z
zu}7+<tD#ERlksVe7%loO0{Ysl_@kJb%?UzS*zs4d0{`rLQgl`BgcSqLmwYBAVb;dT
z`C?wNi!%5gOLEN}W$RKc#omc0rN4ib6v|F}h6!MNKwV2)^d?_mRZk$gbw$pQL){gp
z|H;dE4ldya6?T`*1CPp}B7{oO{!@_v@RLkBKPj>lr-D^EQj%`*xBDzlva0Qsl14+M
zSay_6*PG>PaB5+Y`#||U(ebF~yrzFwFW1^z`GonFk5cSNa=+Af=1p6l_ezG%RBQxP
zR-j*PV}>6EC^J*Brnev4h$mSLZ0@I*4tFI>(w)*@UbGVdeedm#dLHqYn#Cf|2|ynn
z)#QLa8SbNV9~n#gyT1?<8CGp>+K#N}pIq>&E%oX|E#2C!ESykr>CS^$k)!_K&hUua
z-V7ry;P6iBGK$|<hTUHtmUp9mv~M3(j1Jj0Gx$6_iUR#+?<2x>bES2Srb~^7W0RUz
zc}r_0llNUUhJ%tL3FZnW@v(8#4hOe09Xl3KR>ng%iN|$CNvZpsvNei917|;}P;JLe
zG2a3g(?_M0PUm)#e&zvw#reLrT@N4cnxVq|rTiWn3Fr?2G^eG;FFYG8mtB8&jMMR`
zdM%*7a+y5G<zIHDGY!sh@82{T3#_!TVd{l><+AGKTpFR}s`=2z5>EpKbnzXY{iYKG
zom9S35A^s&Y`>oY)#t>C6ZK6^f|K$4*0d<6ZZ|r-#1=X5Dw(ZJx?_(JedzFmz1ZtW
zx{nf*uFqA3#X@lKHZy*no{xPY3*i1<?w6??*9^PduOVb{EACD4)a~21)9$gghWa|(
zY5t?BdikSRsyZbsrRmN)o&d}1P$J#i1c>{@{jM1T%A?WSTx}U}$sCpPJ1j4&EhE<R
zkDGZGbQSeqq<JNS*%5<N4r;A_^4%!E=xZm{^Fu&r19?Z8KL!gZQKu~IB!Kt$2{$ss
zfeovtwO@_e9(QxD{=QCkH5j$aA!~K2tS1iJI`Sfb8h!ox)wMTs;B)1f+)I=qZrw7q
zQv<z=D=TTBsK<)Ag~Q#%Zl+HNB$Z{2b}mY^L<L7|Q!Q&UWlOBws|1RD*}!yrhbUwS
z0YlaV)Of<c@T7qYl7-#x3|44)6iSqW*`J4mzy*qqWMxu}WuW9JslY{{mmFY3uZ4z$
zq&#gW(%kNoZnytrcf<Gs=3}%+uH77el`W?#D_^XrnZnt<SD{QF>NbRw0E9J1?(bEP
z*YZXtoNOn`PcuEb$uXhIzjDLMq0t74Km6*WDmxpAMrK*HnT!}z77U-speUUYqOiQp
zh_J5m%1OtJcN8E6L9YV6b!2BmY98@Z;j~?vEyKdcx8KR>_hQD8M!A!2E^NBD=#mnZ
zYt|RZp()*E04xv^?W4`C=WBwjP3Hvozr5(%A*IHBWb$daSxmMJxNVV+)o6qWeNaIG
zg}i*nw{d&tsz>gn65$C-T=R3UUyF_jp=jJ($@c=+kEjU<f{Xg`gyv%Lol=2ILmznV
zTu`}tT=Pko8>PN$-fj}i?qv9*m}#`yOxGJMB?vAq$R1+6WC5gWQBvg_Qmnl@eFNOm
z*LKu$ubro|4p9lAQe-+)Qeu4j9_DeEs~%Ye$bDYrBt$wy6-gv;0^RaBQYb}Wy0PBJ
ztcF>?*p^U`WF&g}?C9KiYW2IN<Y!G^i4m$Vo!0>K?c+dy3$rv5!rC2bX!}NGRMT+*
z8PB|K(EU6+Q%7^TpS{z#Yhg)D{EPqY-ksAGId1j8&<baJZ4%?-Px;BjS4F<+cu~lb
z5H?PJs_bRj+|Z%&K3)2%Yu*MrjeCMrwa!SP0{EN(Bg(jUQeFEC;kEYj!puZx!oiB?
zzak5UYF)YGaMo6(-#K7!srAoRTxG7EKDK+!XZkk%rMZpCPr+d}ppo0TDqCaF-z7E7
zboEQ=&$pvr`2uh7JUov+SRksIJ>|Nl20{UW<e*ldtKwGvhYT9{*R7ASJ1$QEOPEaX
z|F)8wvlZu;krgBMR#DMru%knvSW(JBc$4-d|5umG%Y*yk7Vm*vi7^HVk<dkOSW=vo
zK`-`}<j$Xadwt=4E87z3o@v3@*_KI~3XQcx;GR}goWo5#v7m$24*9<TE3dz};7|8F
z*$bFHIC`hxJA7xLJSjg}`!VEWuo5Y@%9=bDqsAr%fQ$&(i;H6bK9%?RG|oG&GiQ!y
zYxfAyPhzNIvA%g*fEFs_wkrsae1o#Tu&C($;9wlwdUVBD6Db|;2ly$nX#hmWIWtSp
zr3tSMAO-0VI*N`(U|78wsR1xulP`l;(+Ohxc)DKUs36mg0RkqftapxE;(5(q@~4IK
z5`l>^GtR6Ajg*m}i%I=ZX-G2nlu5;i?i)UfP(s-uJqNO&Gx|j@U-CHFa6sOF@B6wk
zDob`0+_1-4fJ?w#Y%S<uAdw2vpHgA8v$MnIhSs~<APui(z_D||fCIJuL}JcCShV2S
zYEl$&Sv1Bj(6t4KHPurwN#zu(2S`!Rx-7C2yfR{r;AfJ0<NiK+a=}G%G?|I#J$BcA
zp$WTR;!FF!PpI?UNl7>2;-YbJ2S8V;6(9LHD}VJu<MGeO^P$ii`tf7e8^Db9&CQ*%
zhnffu!X`&-y5q0?;u2YF56u`w!#DX73VKw87SJ3L+&frs&|)TO*`3qoypiD42Wrqm
zY|2$mbG66{v$V8?0JX9C8>B`+G6=dg+G`^E56v{;PD$7H5FL#)$f^)6Cn4hp!b#;3
zrEmpKBTzRdR~rC;P7hXTZ@5AMN<hyoE&FwKb%C7KPIkQ@ZONj8tRMND<o7{SW5Kit
zGGDZekZgyoue%2>9;6lUfs2&(q?7I;(7=t*AnOc1V1h3s_8k^>_S6A%vyKF+vIY1#
z>*o3Yhve7(@9>rzUDEQi4EdWyx2?^IQAQkUmRT!M2SHHDRrj>@4aUG?-+qhxA%PSB
zgyxxN8}*M44H1UNU#i{8)*RY|!;Fhd8$P`H@|H4<y>MmvM%-dyaq%b;Hg{;mjRI`|
z#bivdx_`S=iIapo|G`<_JzFUhO`?I$PK##EEsacFjeIJ1r@oHx@O=M<iK&65=7NVo
zsa3Bx$b`6A;FJ<^8vZC>BhFhygoM1u(jkObphA{cRcZfmhluOd>W>&g^$8HH4J>%V
z-5E{pwU@?w0ppLL%_VSg61tdW^cl|p_7Ipj0r=><%?Lq1j+J=;$b&ecjsEu9154l^
z;IF|kF}lO+@$vD5dU79=c<h%ig!%y@q>pe;C9F)~Z6k>M&5I=&#3Z!yd5at+1;v}0
z{@W*QXP}9|r0vE0oNNN2i$aI8Fh5Ti;Ex0R&_0<O_}@gyum3kuGLP3SJ`thP!c)|E
zw?83L=tcalZa`mj!kyM<EHGp?zrGr9Fi-sZSKfCt)*+=chc#MD%~1#v5P1Onov@pz
zS2<ea(Y!N*;SE8^xv#Zy&1+2<E(}J$e5M)~iMxu>f}<+Z9I>ERy!N}!gCWuK)LTA_
zjQCNB=R2=le9w4N;8pcF<-sb4xznv4OEKS@ejogv@051?p<k=v%@T_+*GffjT9H&a
zgl%>i1B+&(QQLFhJbp94Gck-O1rIQ>@<k6G2y`8FRdcW9uU(@d0W<!4$}{m{5SrV}
zJ|o02^R+IqAriub<m6<UQwAguyMun+_8P1nI*~hilNBv3EnQ2kgU~MCyQf+s4Bu0&
zeEr-zpS$yKDx+*}+_-^vs%+q=gmet4b_ouep|LS(Xc{Xp$boGvEA*PEs<*>5D7h_?
zbg~YpbY+}glaMY^_Wd*L)(k?O%=r2ywM)#?K+BQw@5`efx*nhI<FxMQ$c(oRQOo)l
zvI6Oxi-*S#BZ?=b6HEbp!cmE66bZ`h0{!ow6S@mA+qXJ#xhS#9U6wdcpFRzdAMDWb
z>w+z?%Sz@m&c-MkJ`LWw5pFd5v$0?OW^LbagVRqedx}lh9v*JPh9xZx?BpQH5QYaN
z7}pale^A;rXCul1gkguzv#0fEZKE1YdIi}f7@p@**J)>{avuR+iQ+8f^@!$rER;Kh
zmNPtj*BfF(!<-o&{5WDlA>kq<#JP<^*n2@cy9hHVKph6yY87J777m=x($`OS>8biT
z%X<+V)=ceuMlgDR;1xP!-Pc*bb&_q_ZIz9XH2wTRXho1PX7u%y3tm2rj92jAIm_@n
z$VR3ow(6&JK%2062fyTsO$^=|RM5LpN)<UXty6UV^w<r1Juh>ZB=#9%fbt(iYT-X7
zKZws&{&Z=2>r2CW=C(z$B>nkQwN5KppOZ?pe&~E_cwvDbg;Fet==c*t*!N;XMoMwN
zK+1*QzP`yL$41dp6Ik)~?21)le}vSBqrLCTmrSqH;!Zsg?5Lg8Gf0dZhdBk-OayQ$
z*Wa@(utOl6*m(8w5)+wmj1kOc4BNm|DnO3C?X%NkS#%#EG}wC|8$&xxTyVI7=G}fJ
z1Y)gB$Fv^B3GhScdmE`iEEStamJhyIM>g|s2I>x?v3yNhxycvFh<8#Eb#T5#KW7IU
zc6W;DkJAio11^ydf$};9KRUqRS5o5eq&0;g{3MD*{ZsQ!O|{<1bTsmMzn}-MFUPW0
zHV4;_*)-_oH$leBUg!fi5N(vvle;-<i4dG%+e0rfS<!<T28XclQKkex2jeF2wq@}C
z!3WxYsyh&cL{;ammc~Z1i$;g+pKI&8_yVzr{_x>4+=l0uPk1$EW+`?3$w;PnwKAEt
ztqLw9gsU{5`_3sk%o_=}|8L)JmW5==mhv#J-9R^&&dRI&>FLrFg~`dlFyF@&nq4R(
z`#2w#C~{h;#H=-ca|_&`LFrsplThfd&LT7-ckL7mZ(a&Y6#NK|-Cc1wFD}7IE+M+;
z$vudNCMG6;4rhJ1@eV_RB7l|EumoVdz|6tn8ykBpPp{$~;B7@{8j(Ktc0f;v!R}M+
zxeLDs?9NzpB0NyW0Loqjn3mg)k%3Kh&-WAHnqycSvd}p}-U@|p2W-^TI$T|{el-)`
zh2X4z>FXOFN{s#?fc<3?)?G`8N-scd#TBpJlSPM3iKq>s`^HodxD%40I$pWhIYfcR
zb`9eoR|^f*wPclg>Az%D(vHAUj}qKYj5Xij?1n}|5V~Q+d*sE>5@Hl&F#;<$ZA+HM
zbZj2cYeY%~ESem$)o*VzKEfT!9okO0y>*Xw(oA{K75${(({T!RbXtmBeVlE=v^mxS
zs*YMm1FXgyehBV;Mb*BKUVg^Af#zZPevY5gpC*L9gfwYC-&x<x7xkx415O*XRo7gJ
zyNHJ?7x$DH`4CZc1lA_5jI>M;S5r{z5hL1Svo>%1+837wym{JH@FakIB%&%OG~a~n
zwvNzIbn67xk3FFSDl0&by?7zA%<0dVCF=jtBfPyZoc3(#?Im1}M}~&pV14r3nDdJk
zG(CWX6!-bJy9v8VAQnV^GI78u5yqf0wco0mkzOBzS8zop0sA^D@HPC#?b+WxB2|wV
zX#+^}+L*dYoW^i_k&gQZMfmsc-=R06Ja()ZX~2YP0lLkk*|6-(_xD}A%zh*QO)J5#
z>#X5t{3NU_e)049HsL3w4F>QNqyMeI)^0aCT@h<FovabSenC}6=FyHTa8c1=(p6Dm
zo*Af6=i%l)b+I8pHbtMz*WN3ytaxLm?%tqd{mWs8JM84d_(eptky4%=ifZ8_M;?u@
z6iZr0hCG??yD!phyqCJCP-=t`p-<K0f7#PF^)>$##UJIp%5?Us+WK5D`^H9D$=&Z#
zdo>R#z=Pw3=<4gA#toKQ<;(N;UbFb;J5{<<PcAa(K`iFhR^qX?@k8w2Km8l%7AE>t
zg-88lo3N(XrJk$BiX581?C$vWyd2Sr58mZrCx!k!OjN%|)O=}!mniHS@@L;_y1p5I
zzLPoR^sQly$*RcOb(6Pu+dDdXVKNIo`)!E#Yx$K{(#E25lb`2a04blQ7dZQfZqM_f
z^t@VrKjusvd=sY%?Tq*bTZY`<u^Ca1J^2vLCu#cIYxVx0^S-gKQr_gboZ6z@$SL$^
z*LZ+OiO;`|7!#Co#Aj<h5z-}Dy_L`R_VMtXsohUko`eIIY3i5HOMVt<6Bc7|U9B9s
zQ5VnT^(-Y$o6m?kLytHTE?3$;a$PO^Qxme2WSL=uPJH&M41bsk6~fm8Z}>zf1wchW
zeyzpKhafD!2B9?Tw&}+q40vxGk^Icum!9!3Dk>nN@{GyXliF9^L*=(q#;X#bg=j_D
zl*g?(-Y*Qgk4sGD#bYmg_#%DSXHvSKgqHZImjQa`z(X~(%8=<|Jq%iyP{(}f{=y;w
z)4>L3BkDBb$7w`+=##B5#*O*cZwoza&+sd_!Df?tPr7WAxsNmu2Y54G`~PxM<OiEI
zg4tnd{tSHq+DE#44t92;`I(-chM(Oy>_^fI3RKuyKtn~44*WH`|G+gJgrV)-ay6y#
z)erTOjMoKO2dbF&)Ee1Xzy0|%5M9wlN6+se2TvVFDaVuhi;2D>BG-73<6O7{-9iIB
zWxx$~$xP4U13^i2SL^Y@(O-sz!764i=fJneDL00ddK)b;4n4Efzv%nqZ@frV;U*ZG
z=-^^6xCEnFCCr8}cS=#Bq^7PzUpj$N2`1*F7-bE^Bie9lb7NP20#d)_w6+)tcg&Gl
zb^<Rn&@+sq54n+O0I_y0zZ}7K%#59O+i^tC_^Jl!D%l>ovk#ssPSR9qc&lt=_E>4=
z6x}vj=)t(&xQRL5Ytv=dKAMXt<;=dmI){R%4%7&Y?6NvwH2fU#;NApf_QL}9sv)#d
zIX7$Kp>h3O<K-p3_LB|v2Xc}REUc&Ca|<ox4+IJ)63%c?VBw^ghx>x&bunJvVGACZ
zHo0W^mlgW6?(x33omzKor*pyDZ|6|CiH6-Y4}gP*+1j*n)l<oZ#~pt&P<Vj+Yq!Tg
zu9D6?=G9q+G`-n8WWL^@L_Cj+BWM!@0SJZVBb-Apf>s@l1WbdjP8vN)SL@15e+0Dp
zD?hIp8?&>pu+Y^J{{??zd$){)=epQa6rvs3Ns$5=Cz(4}SQ>4<N@yvRn5C`aPCMMT
zXJ_u!)o1t0*C=^gse|HolWv#kXsUTla7DX9T<Hv@FV%ohbjkneQz&R7VQ~WbF^crv
zuvjL6S>i*G=>(nUht!@aVgmZp>_1B4vGj)KW_A$~YTf?!6pR0Zo)Tesqcz!x$JGi1
zPt)O!RYwhjv`^Za#ktz5I#+{1yrA>4Ntar)9IeU>5R&{4><qwMFgrY%PK)F_-;HTp
zSJX_?S~+Gm_~r?d(m=9hhoA3*o)V?LV_ay=yKi;Z_$Roq+>GOS^R9xQ{M%O97t^tm
z*qGALn5AZ9j0_LonjY4W1Kfl92I}nxc*rzWXO$mt?XC~<Q#@UKO62`J1+=mI>XGpV
zJSZ4^b?5{3kdu$#>IYuAgaG2T`~GfcN~q<3ni_pr!lHqIHm`kE2Bt>bgO&6qou%O{
z&m`);_J@hz2+K07CIOB-kM0eP_vA!;IyW!x3$;2_oi-P?)|Woi)s0MB>7)cx<*LKm
z8m-SUP%;P=YPm+`i)pvpSMc_LZDzavXW_7<8;?{>O;&bytx|0z{g0f1(ug%3cLuFe
zC9D-HC0^VHEi%ThX>VIra%woaSS}?ie%WfPDak1G*Gz+*)dWl?(AN+)q;&ZXvjb6x
zQ_iI?N<N@;X!q{jh<(0{KXJi;%nZ3R`i=UB(7s~ute)}IVt@Q`2WE5u_zP}?;~7qI
z<pE`B{)i=1AB9k^ZmusWL%l{gjUl5m&C{dH%nG-fK((R$N8r6Lif%#7+c*Dy+d{Tx
znv(kZ#__|nv<-r-7gBW72+*%v{6Eq3ru(37A$){15#Gy$F6^T}wUMP|6B-z~bq3=6
zMqzaiGoJq}q@BfJGjvgG=JWgamp1ek&OqdJ`>6#fQD*?Y$!0P&F&PG0iDYN|iB6CD
z|HiNpv9>T_+!FQhc3Kl2ulSVC;HwhjO4ZQRG=g;w=8}Ptk?R8q_N!3jk;}@~3E13$
zM3+#ALmV#e>|9=Ji5HNalat^O<=%N(TUXbCiU$4_rCC^g1h^ntqDYmcevcrroId>=
z{Bi?B!?)O+Ct!Duvh<W||1vPJ0^G&G(yUjm7(EbiFz7Kd?!*xNh4)VKGkxjcVnxCn
zJhML?Sn6WJ*1BwpHP7bekyStf^42kscmrHW136L0;}h?ah-TLscj)xi@Q!;&_dDOd
z_=d7$N+%;ZY9|#7##|q-9`^DS^y%{@`}(xLF5Qqs;?ssib8~#2YVLo+c0|1g*sk+t
zKw{+;UTX%~Ll})HaCXp?aL)p?0zw%CEFZlWUKGw#r-BIkJWMI4s`=ASi-?>oJ5Z|u
zZvcdb?1jfsSGK0ILIThiNNilTHh%Bjw~t*+EKcN`dk83M_kK-ZCqbgeQ#8tGlHpSK
z56r4gp~WN=M`)~s7I|I0{K_jUC-t)g;D%#K$8tX~?cC}u;}?zp!JUZ`v0;P(pI@yd
zf+2?C!7vQ0WH&Q*FMMN2c=#ju7$#QQO^%MH#{1Er*uzg1S_EN2C7+y^Fe$_t$q`>x
zT--UaEt9p*M)WTi#ySC$qqkpD>u#mC%%%Ntvb+ARwN_)9K}G*BVT<R`uVH^r|3hu9
z%*cX7SeG!B7=Nxc;K%kX>+CCWo7cmK9k@knk9-xZ(9=)0=E>Iw4-UId(&hd$(DXX=
zFJqd|d{ym9>2WSD*+JorrH$jmlao4tE1H|(!5p^v>GMieZO{omL#gpv!ma80hVIa$
z%3{^a<q@8(s?1YYos$Cs_U#Q45D+L9FNI}vUxi%;Zo0w!V9ng}!Gx>ryOrAKj~+cN
zAUNTB{iel@{DA?z2^?^0ckbjpkjtX~uVOQ~vj^ZTJNAGHyrk_o;ka88ByNtZV7Xnn
z9~vLee>Ipr7kqJBM@PaHkfX$`O-ca6Mv!3SM(L@kxk%e#I4BpIfkGfSA|gWL+O<qi
zPn0HVDk?$7*4BJ3Zf^2`*TP0^E7lw?u7OvU3M}DDX=!QjvuDqW4d3r_sAd#*=MDst
zl8ybw*vN=&_0OLxpg|cud3j_*Z~Z1r;foz-bO_3an!bL#j0+It6UaEold7@2ab!ck
z$t}O}FclRCX*<B0CWRsxk~Z}B>u!|i{LZ*QwV7io5tMo`mVILK&eh<}%}>{gOaj-O
zUIWGpyyPu$j@zSf%hk8(7MVRHB4g*T>B4m?&mQI+$NBk{D&1FKF2jmMP9RD_6m?eC
z1gSZ!6ejE7fu;sOy)<}zOn_m~jwYA~-d9&K=-0|v1;r8M&+`+g$HI{w%E@=5QiHf_
zo*OILxsBOVb7{$QSMNwB9a;WPI`Qy^HjhJmwpLVYv{_6*hp>=&`{j{2*<!^<)-gPP
z&*k&?ygbM>F5j|MrM>oRK9DQD3n!oZmLEKoq!yXjhiq-dV{GbIS9MrkZ@i;fQJ}0I
z0~qPHGQ5yI`u%&-Yk!SHAUD5lZ9NE61Q4|AbZx3X0(EPO+Xmd{zrmuDRfAN9=zn8u
zUN?X`N0fJPhZu$4o#0A<O!OI1LD+sj;w>Y4vzy61QQQ$24&jkbFbVM&=KC!357E)d
z0n~QJ%U<ES!UHff1r{R28H$0};ql+g%cDpYF!?k89dA%}#yK$m2n(_TIG4#hJ+}8E
zhJ-{iJZi+--CWGf_wh*er`xdqtBC}4WnkSK!=1ZB32Q$SN5qry-TUb-!=DrgEf|Mi
z347Hw-pFti&=B3jUX8E>U$GxT(^&*5`r7h@deR7BL85j4@38|kMDr&aSXL&2FE<1_
zenS6MB(mLJ!fFe<y=A7wgmLSbF{26fDe*7G83*aS{|n{o0I<9YP9!bBbmU#9W0_*K
z@Ub+DF6*`px`~zEyOY95Tk!U+Fb`1k{}euN9Q>grfA@E-YxT<>F4uaj-#w*DSg2bK
zaXl{$8Z2C8T$@@|PziiQV@mQ9{B1Or$Id$vQM=(T0ebx7z(m<johncpUtU_;u3=XM
z*)u`bb%qfc@|3nGVt(Mh+$Kx-sL}23!viFE<%v2|%ZPQL09_7~Rzw&wqfN$9v;8x^
zMy=Hvd&A}}Cnu*KvmLnp_t-AF_V-~|=$dM7d<k<8Ted%;W%|-gIBp_^ERVuPgWoQ&
z3HKf6oDC@MqG!*}16m>!dLY#P!8S}QV7v#ZQJvMQ9k%L5B)k~Lpy_*<S-;#loa*(;
zh6I)$9O-*E)lpjn9yPn9JH<Kzb=m>N!D9h8LV39Q(qB&W2_FxWBMwC(iU2q-Zbt%)
zs<G9kbM6o^Y3i*y_9|SaCOo~6T?%p?t~H~-+qN~2(7fh)_Sfadi8Vu7aYp|2q&hnq
z%fKMv@xZ`94nVP3*Cg3LHPHdE0vP1^Ek6Kg9&1FqGC-QzPTGl^Ajc7;!u8dqE^`1k
z*uvo+pNVQsA_MYmOzN<<NKe6s40gDmaMS>0xLqH_Vm~`@{e`V!{Dmmk=mtebUO{#e
zHk|!1%|G#5DLW!!VK$&?%vRs|`%W-5L9I<ohjBL%i$ILJz-D}rkdIwZ#=x8S|3gDR
zz>YP&?o)WUW$7r<S-$djV!StTXBRJ5v52E;z`sELc+RXfOiBp<?n2xasE^Xo1H<JV
zYfVLLG`04-qvN5NJN3Puxj_fmG8X3AJb0)CiZApjMV)$tLthnpcHu?sV0Pe0tEf(!
z0xp_aTE0*>TgNbsG&AKp!Ki{M&1tX;51aeTQm>5<D@G}#zc!ouRwF?~yaRoKV+E0j
z1&W0hEAwR+n4}^z*%&Pg{QeG8QmV6xj!4j2X3MA=IsW}+4Ka@1WZZj9^TE55#&K~S
zp$wEu(+Ftwd^e;8vInh;@4wgUz%{avWBor``x0m@*S77aSxSR3N=XQXOeq<nD6>q-
zm`I3}IYXquoJ=V)j}J)-8PgysCG!wrM+rry42A!=s{MZZ```Cl|61SrTkW+~JkR~y
z_jR4uc^>C+9H)v<MWBXowi4jr-SxW%YEwJXZEWT5vDlv}sm4Hxm}X}&mvg8MdHuM~
znU9XURWqq}$NH6@TIG_fKdm!N)rA*1pf#|YgfLR2+071*%C@s83@%uo=gPn<K=A7M
z`c;h(w0@(Xdh9VJ_YtvB0}%TdguPMRn&@|lOjmB|@+zBjR*b#c;R&KM@;~A&n{jHU
zgR;T=*9U}5;@YOYS~g2j6CWfW5N$7v8*#qEX-G`}3DwYK|FMC7{#>-r;9j!ySt-PY
z-)dg|EVXxhop3+%LGu->*n=Gt8t$iKv-0KzhDP&x#X-y%A6?fw@{+KXZr!zwQAuoO
zzxuVhH>oplOLT7Kv*%rH&qV^^Mg{2PmYB6xK<Q<aEvJxzxm(w5mU7#V;DU0&sMz5b
zW(!|V3|UF(`s($+g+R{(7Kec3zc5gPQsMs%2D%71Aqt9La|RM*H2@ycUXd?vD@P>N
zKXxn(y9fbdbZqPc&eeY8Z-e7ZYW>GbT?9~z3<d?_)F1B+l_jA%ZZL%t_p>p7<~6&8
zh+EQJV?p!@XU<>X=Uuz3M{uCn00Fiv2Ccx??=K7U&a;!iVj}rP2bR+b3Rw2i?cH~m
zg<fR9RCQD0`?7%;3*5cSmoG<3vYX??B1auS&LPkE>(|#&0J?k|8%su!NsNbk)y?X!
zM&TIQ3K~FVLj%36Yz6&~g~%6(ENDW)_$3tn!`Kk!aGFa?x2sFM=>FF@gm0Ck<%keL
zfp<PBaEMo=MfG*%*3x7kCeHvqH;1B)yyh{u$W5mi01UmXuBPa?E<;SF+aJ5zPHc={
zk_SFyXfZg9e^P^wR%Teb+qX-hGPC~Z>6x3ET|`R_|7uz3zrN&X7I-5N`oDbLJfed+
zId?UaEas>ktF0R;Ec<qtvmD~ZJPu59xK~Jx+1N;3uM*nX*AM0=@Qrh;w5dH~8n-ge
zBnYHwNlq2!Mve)sc-gGSvsc1y+sRLTr@5%M<yk*Wc$%ZO4o$*zL>YNeN!Pd+y|#BQ
z|IcI5{nYR6CEp^rl)M-02uND){Th?yQ_od*7z!yLxG`^;nY{6!bNi`mN#Q;j!ym~J
zT)D^oYKW>lRKon=m2}7tTiruf?;_ACXAS(Yoomde>rXXFU=L%YJsHrN<&YrINV8w)
zX5{$L`~kyKi}Wuqdy}4CUC22Wl9E&OfX_-94*SU7Ho+4YVg=UHJ<ZYXZ}gz!z;K3_
z48-Wdz)>WAO~~o>niUg0(8pz=6T!H0sPm@m$f@y;H$M~w{NNpF<#zLINLA}2bFx};
zSwzNiilw>>LI9%NO#BbPW!(r0ioPImL*I*)=@#b(-}-rqN`lC>erZks44xahvYFvd
zocG;A>V0e}YtAOD$4ow^D_lD_?>CMtdnB}W%IEm}!_USLP3$^?E`ODvJlzp@pWqKi
zWS`3z%Ig}iu!feVh<hzjH4kNzt0ShcoS?PbJ1%57;?MJ!+?o)hufbYtghMnnJEop+
zyxSwgWqV3+AY8h`+aRbQt(bs6;<4@t0(Kaf5hn0tm&kbEm!j*{@RGiFe_b?<FNco(
zrH)^mLo}r%3|K2AsFcUw?dMf!Dn=D7WY&B0-`YK;Qj&kh^2>>p@^6k()k2=f;B{PX
zYosP>zPx!Ygy5;`mc|iEp}dDiVSK4deCHksK7~^%$2(5huM3}`>yKdi*{><%#Zz9>
zYJXHpC!2#tGW=GOn$K#2Ci`+J+3xX*t@9}<+Sd-`#+QS}T^RcJ%^$1VUAfzN`&r_0
zGH!w({r--bR6^d>>V34cKZX3xJlmeP;5T#g*30<Y7x5#Uje`5HrtNjOa#^0*F2}Ic
z_;!Fse`wQ-;IFA2%X9If>8Sy+ON>2@j(PJx`Te3gm^O4e-TCD0H*$r>0(~<fdsp9{
z=2;(mp-%rM1OrUhZ&?>u)_lq>h&<t>QkOxOVNYP_9-d#QH;u1J$k)E-#T^4iDz$gU
z9D{0Gw0V2$x9!$g+4r$Tc&Ci<<LS7WpF_`t+R8qhuCH&X2Q&aD|KCJEYX0=J8_bFU
zlZv?<iQjDCQg~;9)`+9UZsqJ)&pDYN$=Vw_s9`tTHJ4x=xxJf&<^x_w8`Zn-{(dW-
zfnoMFWvq{v=2}>?zwYh!Gi#4Y(Erwbt4h$I;6E~vj+KV&|9>!%+Ua-YD7wSC7?}<$
zY8<fjjg!nV%svP)2JPdfEZrakM~sck2_uRjVsQnRNFyVon_|}VpwG1&cAObIiNp9R
zMh^gHLQFkuKPj&_FD5^*g*`7hOu$^=JCjX(PXDm)>Z=d!tiB}EM4=zpOU<*>raJ-i
zmCQBqU-l$a_x^m!Fa7Ydt+c{j1=F4e54qKouRf$17kfI_-!T3DwZC8`cwJV_ub><!
zf+QG!?SWwcTP_L?w0@3!qDhiZ;uTgt(up1scvzpHw(=Z%xgE;okjIbrBmGKkm5hAR
z*|`aXot-;X?KeJxxDX}EOLWF}c&egHOp+xSpnXD9H04}x6*3)%kuGWH7@#yrc@AKj
zEZ&HqdPhyYbm!bHEqTxzb~}Im9HzVxPj=k3nn0!<6WV#oORFi>LYNZgI~=JTKq!Jn
z+3uK`A>wlGvNFbBjW)FvQm?W$=dCYxSXL^;BfU3IM(HWTNec^9>0x0>lX(CO8-QA+
z;To4j-ua-uc}7=K_@&aTnb4F8Bga)Q>vJAC2}`Co%;*-HpipgS&OVxk^hP<M<2obl
z6;kQ*F$QXxzJ2v79GGwFP;0IVvg2eiG;c#%LpSZ^T%_ghUc#jmo(}}%B{*w1m!g|6
zKK&)Ig}|Vo9bxuHMz@z9#uyylBk`zIl#$$P!PI_s24o&(^zXtkmZR_MSAjQi`;La!
zd>m|DGyppJ^{cB{Injex#;}M66kJV{?$h6r#E?c%Q8tDnU+?Sf-8Ki_KKCoF3CB@y
zG@={u-f8$x1z9=UM|LT<dxS7YJ9pRl$b^T$NIAbsefKz?DmO?;*++AgeVm|6bB+O@
zRS9*xvZ`t%J_i}+PDPQW1>050H<(kwWop_j@;0UU)LgH7xYL*+0Sh_;gM)PzYT*xg
zH|(dpd`X}94x^Ho)H&Diyw79CnKiCw)zVSTf0o|M7{PV^4Q+I7m28va%8(S11ab6R
zGwf^{QUmfK8<-qIO=#Pp)Bd)YYE(1$ELHpnEZsv@&{LLdR*D@l6}~^oxTnaKr7-r;
zx*q=ZV-=ffnRoZTd;VZ);e>=seO4R{s(bqT{h&023Zxeh(oW&$LkaLh)JK;Ls2TFm
z<>0K+CSY1oFu~Vw^gCjqQU0)++#uH?1vz+?(qO5XVGFaps0FWy#l-C*lA1<zJqWJ}
zU<}P;Vv~p!0%O-LWO^0q6fF9T${A^C=@}Gui~LbWfx`!ImJpdxA0a`}%OHv+WNKwl
zfBmZ6DIfuhEKH(Gcv=zrikFx7IL!Xw4i5PoO=fymQBhGHfC}dl#0yl6P1=$KsqQM@
zr>E!LJvq|xPzYQ&;P*o&_q2#wc!>Z~y94jsJ_&-tpKsT9f<y)#_KtJ_kqxka1)pE&
z9gntMtW9EGTv<`f?U!k#thz4hjT?i+6VXf=L!&ATHsvsSC(2>efMPCrs|SJ3OBpSQ
zycN5#zKnlk+R;-d)($@b>#|LuQRn)SsfEnh@fPbfdM-@rkARE<Kv}W>Khu}uW>@JL
zUbt|<$7a|QX$C<ifh7rI!BWJm8!nS{%(d&h-&&dJ{a&4a7v(V;^Z$2Iet3?%>t7{#
zyf^5|*Ps!eCH$m&*n9*fA-ph<ppO(+1c7FQkrOqZ?^{|5f0`<CUx5iZn8jEagoJ}x
zCxgqSxVh6R6|P>nvJ9O#0P+gNliYBd8fhryBEeO8xcJ6>%j~k+8~SLP)}(muagq)>
zf5|YAqLe1A*pYg&bZPSgJ2ZyN7Uq9=0@#6=ygt`d7IW_mI&_ve+Yc+E=>_p*bi8hU
zT#t5R`@6F9qF_!~%#3|>8f*$c7HIJPN9(6E>dp^FU>8(ZcKuw(_&uw4A&rODT6HcG
zW}RB_VUo_8FU#G0Y1WQEQVh&1)F&=q+7@L#n)nY~ru9L?>deM8(5D7qK^ym;K``fl
zCJrQzFJE**oJJkrVZ<iJZ4%BoI({dSz2BDgjt5?cfFqBJvw*)9V?zcoS{Z<gm{pw*
znecM%L!|=_<Feof-Wq=<yiARB_ajdATwyWkfy6L<{Nci73M==%UmUQ|YB5n;fj6vd
zO^@3Ygw?97V)Lz{6K5Z)q1%8B-&{ytE+P>@Qk5H<O62@@>pIqEq(7Ma7;P$Ye#|d5
z^C5*Iuv_V%oQ?&V`bi-|QiM*T6h03uht7Q%@X0y`hD&K_X>xB<<if8TcPMy&lxs1H
zd@#UfR8iO<w$C83Bw}h%xcBx$VqvOaX0{c&$fL5`mFR(NdtxfjNyYQ`3ksSCu8rd9
zQ<_|JiOdLS5eD7p2juVG?cJR|)87x_3RUPG?D*fJoPtnK2rGwpI3iIV#g0E(WP}h-
zrpBCkFA3@+?wJ|3`p3<Gn2UbKe=`@)vhu&`>e{?z%NAm5i7_f@DX{`%Ie}u6@Jlz&
zasoUBC1xGYRSMcTht<@Y4{J{p@rJ0w)u0z~8=d6LEvNdb`HEa)hgvsfZWG%3yowRc
z5k^{J`cuki5_4*wl<H33yrxCt%|{;>!WgR;yl53W4?cstZLCcu%R7%T-O4Sui-pWB
zm~M|yr(Fav%BQo~5se|kx!X`ZpmPJ^=8eM%WO~bmN3-WF(`}ZB0kI$6<!B8$qROW?
zT=ls&8K;~^#rlgs-LS3Dt)3`94@ZIu6nzaPKTq<#$`Gko`>TT)<2oc@`#5FHwarQE
z&L#!d!N6Dgsejm3xOv2zI^>xj-Nq^$a5qIx2F~70o@Mejy0Bg>bjSQpfDhlke@822
zU7D5>7{J9B=7<k4^{mPB{$UpB{=valn3h1`MIy%ru^1^+X62|tSVEt}`2cqkZg(EL
ze;FaT0SF8xU22{&e)jBH!XDjTrHX7cBeDz?uFdq1;<QB11Wl+);(!Z(SU6ZN(FuEq
zW-Gg-lV%3#&tRm%QBz*x<pHo5T|E`)3N7lva4y^tSowdv@nSJ+L&A&ew5!4*X=Bnl
zEBRUjTubMj9l0i1S~O-9z@y=qcl2+~g4d^t?bZ>2c1`LChnJWA%9u4Ty0#q<G<RCD
zez;s!&&41_M7JQhZ~!d_4ye6)3(ys~2U|kS)JUEhXSR<8f<&<bhXH2*I1Ha7AI8RR
zL@2#{<qE)HiLMJjzH03=RFDW&DGeBZwIlZ%Ec_#Y6o8e4r1E2YqkbdJf)Z6HD_8c?
ze<`USs-Y#R_fSc}nlvL3H=FIWk*0xUa)Q=uZ|A0*m6NXhQ?Yy+Mje@JH55(_K^)D?
zNINOj!U^WwM?_uj1|iJI0vZ<OHV=$?(Cn<8+uoX+Gpfzkc%@%QZ7A967uUM#oC8(i
z#hS0b1g~$Q=}*#i2PYGY-R<YJFj6&lq0mPdk!mf~_2AT6aMqw=N(N^Q-UbB40Q`DD
zUH#gu8`PgbTj99&-b_fP{t>I|aOab*u6SfzcTLJ)ftIk><NHn&_B{LcZS+CEljx8K
zTXJd=<u2_K743!RFUe-7x;!-EPGSCK!1yO{J#XDY%h6LFz`?ii@oloQ34qb-!AKJk
z6>UCAyt83pj^qk7Ln6C|ROAW#Owb{s5R>jMOpVmLYxEK$G2->#271oGA_w^$@d|)I
z`(TphI(Bxt%;7uCQB<(hVFcvYAMbGu<b5(93d9u+oH@j4m?SLdh=LM}>rnzo`uTmS
z1R11-ZX!1(R6xWmYTLF8sVFG;ePE0Bf>g%^AdX}<fF%hF8x&Ae%k!&fX{+D7`G_6D
z$b6$B<IwgR#U|xFt5%*`WJP<JN-vs__bFkUNptfXzpORX!fsZd*%9Ts-0YXf-1aF?
zw~FS8m&sqjnHdouUz@5Fp`5SwH)b|qEA95p2d?%wN(mp()O${x5Nz8Y9P$#Se)f0>
z8(uuO#dt_WfJ(;yAWPlh6c1@<9SCZR7cZ`U`*ypO)NRNVB4b)=YF6D+RRp+2xP2`x
zdhgc|k_Q=o`xDL+u)`P*=x=srGXoi5?G_nuJLKN)#+>MXk_8D+MqEXJH;Y=;aR8!!
z0Z!^Mm^mXJ4;EOW&zuM-Srzaz_;1-A>BK4cknjt@`3U%=00R}~1C|BpZeVDoa>lF_
zU6s>B-$7g2fY7mTE)rkFXSM6w8(Q!wZ|xl)QM-UoH##xFg)KVtm>v)2q)fTnk9fbT
z{KPEH9UIcW-~S7T+1-i7ZTB%#?YBjCs9xi?@v$)|)ZjF~hOLoS^$M2~R{LL{KW7S;
zpFsMGgQc{o)Er^R5(A9Egvj343rHP<fy_XAQswdZ(4YRf#tk4XrLDdFFOafv)_}a9
zRu%U&>44vT^onHAA0+k@7!i(?i^M>-{=9+$U0J~rM>5wAbHVY7WU?e)9t;8%<gx9@
zN^md_-e-K1=IY>Z0uvQI;dDWy@kjz6Ah)7`a*T6v1A6HvF|l6X(D3x+kCqlP2D|<&
z{GZu<@C2x>JkVxdLZwA${rB&43JP9>r?$hwycfj5)^Mgl_LqWh9P|Xyq;e>?q83a>
zY)HZ?#+}!nD+LYq1Sn6$P6MKiAjITv@OCBx9V3smfOZ2bASA*b%VdU@G|4h8bVzzl
z?;@QP_r6-jc2~_4=+#WRE|2V9#KJ$4(<LMJQe6Hxr<^@W01yGG+RG5;YC%*jLjSV1
zAJmLR^B@#V4kG{F0YbqeuOIZAH`gMqsYdgv*{*R%Zkg6!;{aQQVNK%PfstntxO5$x
zcd(1dyyQ?e(V#+lfJl)jJy7al_6;D-&=O<uR4n#;XwDMS!vK2zgN1xZ-GW!^E|r3m
z2d({Dgc1Z<h<b^i4kpjxra;$#Op0(Ipur%J=l^U}kdns|tyuz2lkmeF->U_yWo`H(
zvQGSbU5$P_vE{;X$>!~Za{-u%KLS~l2Xq}gKvFF%EOfFS6o6R)2AF2S>B7}_?oYm|
zso5qdxCZ0uBEHz7uY`~XTc@nC+Ptl-_f3#V^KfwNPg#^nO9+?W9|%4YRc`pWuZX8{
za*9*tv^RsDcC)Bc9GVc}R?+k6Fvgjg7thhSco8?Q9y>lHt~N@UOswbJv!~6Uo8j`{
z4sab%XPgCL1)UMgFCT!W(fC@$E{zy(Qr!lA3lA<m-@ZE@{wrhT1j9JeYwEl-zAiZa
z$UsoYGp1)}*?vJ@z8vp(p7cqH$K_xUeHfOgFu2KDT3S{Zg;_B_dpaPI6<D3Br)ODS
z5Z;A@h7IuL%@`z{%XVR|3fQ%0zMS}V0r=N%jBfleYa^FKe(Q)6v#$?)G`@UNA1hB8
zt;^an>bj%J;={Nd0VH*($=_m5L}(?Y@0bm4joel2s~JH+CpJb#MoOkcGILgyc7dhJ
zE*U&@Kt06VPiG?+bGKAm+i#5}L<YAy=QosO226@HODcsQR99bv;j}0L{T0>LWi0|7
zwLC_D`>yxycr1txe$covGk+MX;1B37)clB(lhPCt!-v73IQ+0X)UuMAb>VwMZGHLt
zxx(Br7C4Lr6jE)PD<v;lw_>n*uwn??Eu&%^NqnxX+p0V%Cgtu$rKRvo4KdzChd>4z
zHE76FY~pj-JS{bmLl)N7e2V!?lVYHbZO;0wj)kSOQb?h+08uTn;iE;Aa)?VvWI)mh
z8f3(e@FoQ^#_vwVaZhjoNR>QT?vAj36NF`=6#)E2NXy8kd_eyO+5(Fm8p4ah`W%!(
z*XX9CGykD$n_$3k5t27dSV$Ch?uVn%>)U&g%WRO6mOejHJ_Rk;38q#(-jF}q(xy)L
zl~IKGMjm4{Qpz!iD;wZ(hmImrI%55W76gY9J>V|S`I&wUesDz3?a!=Y?3g9{e@o_Y
zSBYc}wJtXIBA7wS%=9r(K<yyhO){$#M9)o<PX2`DkKj@N(B9Ns&lFy(b)vYdOXb#G
zt{_Y{wopP3Lq@O%7EiET`G9b#SJ4706i(>3sAORqS^4y-FI10bCkJ)cY?eBVEC7WC
z9k~}ckw_rM7RvLSaVRS<C!?Jy7znehV($A!OnQ$3f6|wuX&06uS*vN9yo|Q*OQMid
zz#>OQEg~%JBATD>fyY6J1P3S?t-3)mU_B?%-$x|@_oah>sFE`iph`j%mfbnl_YV`T
z%ocwg%a9}W!s&%FN=L=>O#XN(Wooy-IEsl2y8G*S&MMHw?nV-fUlx{@Et$oo$tKMz
zzn(sWzk5{r=hBB+yZeIw18<VM;eCa70xAA~p@2rp%7Kc9R%yzrD=G0ws99R3O9mdZ
z{?~Ag3deqR^p*0nEriiD%$mqczr)j_LdGZrOwv2g8rH{qGFe9-Je9qeOg)BRM9e`6
z4<g<Ks3zM*-qp|l6M>P9{Vph@WDW}C10dswyWOI|<m(O6v*u6+28Pk8seX`fso~?R
zaD!v`8w3Mt^_Df|nkL}P!7SL!$*!fp=V3VX*Rtc#TdngnYx|&XIXuM3hRZx^{fi_Q
zg#378rc=znQ~1WgR9li&Re<CK`Xb_^5fUbe`VS3#u`v}jHQfrm3GaHx=Z$1G;NGld
z$L;Jw02j{YUAlB2t%GM>Lc!p{zi$G+QmhLs{rDealVkA@M*2lWXot-BF#q$4T4i;g
z`|BNxR8Dix(ZPv;_3-@NyBH|%kQ}6h?f!54FbZm2yfO7q6&Yp(lbWh?_?we=K@gL9
z_ut>VL8qR)Id1vVzl1>cN%vluC(;p&eYr3@upNW{UZG?ld{~I407ej{8J@Ab^evPx
zWJKJ*rr#aQw^|Q9SsAi(Bp_<i{NfmR3QdwBNwG~X%$!7z{59<G+HlYcXM@elvBBrp
zPM~>e`e)1nHZIUKGJfFuNH_dQz4k!d46JgwriSQFdKQ*LNVP!8BPl4*J9?NcfVzMK
zha^3N`QXAL%kzVa5b@hW*RUFip+cK0wl&*fr^3~*alZ&wWghRP#_^Ab9i4|=mi4;T
z9pt^FYVF?~jvF^x!2`<|Opwuyo;qmwk4+SD#zIT?c>@!<W#qS8;7!(2%CAF*Y-e#Y
zR^snJ{rw4l{rTViz}g0go_J+pXcR$}01%n8C~e1r#u!8EpP0}i>XMi50@X1ge#7_h
zUo3f*@JgJu1P=r64DH;r=+O5v7W&5PWFT?7;WmPWd+PR68#9o5VS}~k(4j*Zcu43g
zs6N@O3FBqA9UGLRAcgLN2u4d=J4ENh_UyxP<R*NWi$P5vrfejPQy>L(;-DHQYR=zN
zu?D}(G+Us)Nk%FTqXEra6KUX-8d_T6iZKLrMW$tIYfF@0(DW$se~ozl;su$Wh(L&R
zHVsjd93ePntx~hqo%uz8$N!Ol3knK?JaYK(@t(&QNtQf3TnoD_H9X&DW*wF0nb}Mp
zlLJkah0Llc#!wM1`Gd*zU0N&C16m8PoCXARETv#$u{gr&#Q4McDZB)0>0yH!)Pdl3
z0yVucJBvh;Xku}>{m9#hfC)c{o03(O$~2WKxd_w5HG0cCASGkEanAv%%)d=qMp>zs
zf$7!DiH8EL5kG=f&Be_PM#-*iH%dI2s0@z*#))?cX;<t5%jAD>vrL>V*APDjT(0f@
z$yInVL|_X)#UQZpGfjowJ#POu=Ss6mt>~|KxWGLKe+cvTrs1`tj{!pqGjF|{tg{T`
z0&#D50mR146NAAa5b;rjgS_|{TpU6%AW%8@5xPbVf!V{Yhr~zOl6eXXj&ptu=h~o(
zJfA!v>Xsdhv{clx4dCkr>+`=Sk4)?M@x;8Kq@zB+;D7TpExz+^Zig`u?AB~C*uhFb
z=NbSehiJ-woqGVSkrEzU1NgNeTARI;Ra7D<#DoCT7`ry&V77*qdr%A|Oaz5bM5ICg
zdDAP|Av7_Xpzj?3ek^8^G?9wzzX4nLbmb472;>1O;V&(;<m4{m+a@sfSE<0JIUHtl
z&DNH0Vz_6JRA&1d80K4rp(m4b!RY<apT<sc<v3EyC;;-QsC_3Lv8E#s^2G*ilx-R&
zkEoShy`CD=-oi{BbWsYnWj!n>w+LwJHZHD%|G?GQ@+?Y9&-E?`6qx}s8k&G)@F{j{
z?jQFww-JC#186D~c#n{2sbJ{>gdr1_LGIi@79cndi6DSbFqCagu@Ov5(JH}k<`kRp
z3%FkjC?fWQW@y!ZpBrJAXZ!XS8=hw~VgMNO>}o9DJ$s52%QVEBQOy%~4PX>i;AHqf
zC;>6uH6(VD#$ZVXppPLf{a#<8Ss4nhs%{;%Ol@m)A*`FTn6Qy`Wm~b*2{7V1qNb$w
zNX9qDk?sgXhk<#4O7eq~9KePTC23lD&MZR36ph=pElSyyDEc9bCG*pE8Wsk_uL;dg
zMLoS6c|qwC3L_e79wgknz+djcTv%jkeR$9lBi&oB$eVph)<qkesA7`gkC1QMPOn*R
z3YH6Zi-=D2RCd1PB7zy<t~z3RBss!~;~7@bsmgFYRZy}~Z=+@v#YqC_{9;9gcY$|;
zP4ck^mS*<$q1oAF9QYTkj5z~kWo2sjMTOj3C4i5{u!0D6lbVn{?98v?oPAWST!vqZ
z;qF!&1H;o_ejRu@xWWW5P#SRBfDl=O>Xg_Mf>|o;Qh#~-1~~7LC<i*(YFG_`goI7=
z4DIX?<9u2`O>9T+8kvFk0x?)uq;3XMp(qrg4OzN7s;;ru;9lS!tbnJ8h?dfhs^2+`
z!|a4LHl;Ger=Zw~yX3{wqMdRkAd!FJr|aCTv-2$auCcg(XEBfrYQkHP@P%`+<}K&8
zHr(z5<`uciC`oT&4r7?I$)i_IFr8FZJAFFjz2GsO_FM5H5avGV>?}KYFalm`NQQ%T
z_~#tYol63`2fk_}gm|&ZQ`^PGqmcYk6ExJ+(jd}N<d2#MMfWml_OoEyfTeHu<%3i`
z0wXx3WDc^JZJXv?ncu%gA@>gJI8Phy$W~9odS^&1G4F<IIE&XL4Jq$m7`;YJ5&oXm
z1^(on!Vzuf(OmDjAaXRtrepgICJZ%E4`5wQFMJ=C<<AmXSTgOQctP}WVx7<8s~md*
zS^s*srk&zzb*fcANB3oOy*@*IlitsQSUbh51Mkk%ul2S~j<PP;*kHMmR@9%DW=A4d
z(%I=_nK_9*KP_dtWq&$^N*rHzQhs7wvOm7jYk0i#$N8f3vQxLt53|FH62TJ;d`?kO
z2L32o;3w}t2~jFO&kUYUxB#nNDDIzhcURN|2@OZdEb<zO-imKA?&_1!oGW3U`Y~63
zyuz<&i{sb*{oM1GHHQ&bNE;J-B}p~6bsIPLGX5wV%C;d>IyyRDKECzFn#=crgo<=5
zpw`&fm>p^EaJJ)7UEM3_<aUksU-Q3*GJ!a{LHL2zSn^lEKfCaCTyAnQr;d(J=Y#(2
zhceFFg@o2phG)hn9o@?}3kV2Y8k3^i4Mb>zsAcezk1hRCXVO}S7E$mo6iSrx6;y*M
zIXP;X#6Ao%@MlPlK+W*>8fe6*6d&*bre|ih%E)ZiqE0jSn+#~1{%GEaA4BdD(ADRP
zAA$(@1hn^6gHPE@yGKHo4@p<f-8}6v7Sx}1!J~Qk&<BKei!*1`5nIzBL~C3nRJPxt
z*l40E@rfm5w5g2)nfdvVU^Vk%unu6)&xqtp*bNezT3fZxoDux^=@UK09ReL*(8vK}
z1o&GaFmpxM@Bu|d&qxKQN8j+Ux|*8Wl1=B|uAZbmdK90Wl0rhPj)8$PL8M-6_6UYO
zhZ^Y5OV~@~5MT&Ny<xyf$Jkh4Cpzu&aR`r?-kyT(@apButx?Jf<l&_3zVlFqiG`&R
zcD9NrfXM5So*BSqt?cF{n~KfA7RbOHIer0wGz8-YY&<2-Fim*5t*3i5?o{y#X9>dK
zt2b}b?%x+tR#MsuYuB-F-`3q-fg^3(6?r+_kqqEzk}yO;AyW?`!-_q#!@9b<VQ|1%
zwqk|0u5Q%lZrzM0Eg9+`KYoO0Rs}(Y^Oh=)QUB1;P=J4Cd3hZAO}xmuk(hkOw(mpp
z4?cDqda6Bkw~d4jzwq$?A>2y;e&hLo6^4q;$c}-Cqn1-d#hQ#&d2!9aU4mERTtfOD
z3}{yl)+k9huP(01ew%L~u;}xBD={|Cl9|C4h!4WiZv-MhyJk%~ikORZB`jBGo7&nA
zgW*BmIXyjH3`vDSncHaMVcYkUD=En9RyoJS#PEWC3_EcQ*$9LOFki{blGcfqjKDxz
z+)FX1&zjH)Y=?We0T_YC7*%$B$;fli9yK7y-~txw;N+AFBgL&rzwfLh@PD)uRxWr;
z14L$IWmUpGOLoUmDFzV@UMd5*Q5~v?<-8xda0OG-BZGREs2Xu%Y-$hZ8f*&W<M2e>
z2dNp=4Go0&VTHBW)Y7v1tX%iiC!XF;vRwx{LyK>G?y6RyPxkm?tzWglJXpADL+RRY
zqK4!P{K;~uRNIL^UvKMq!u;zS%!64Mtu6fh&E~IZ-0nU9^R?pRO9FphM0D|H+utuy
zb#wi<<3V{H*ajS7hv5lSQ2OpIpvlqF?zy|BC)j8pkJHEewcN=j8*!Pr3GLn$PC=Mp
zO{Nl5d=_Rk52h>Yc)6E8U@6eI!PZ`fF0=B#o-lj#5IYQ%3s&~_EU(zu*pA!S1Y$EE
zd0)FoPf2MdY^jeJ8`EJIq`W8ss7zoGkz1=BiZ>w{0mngn_S}yeoK;tl`kDizn7dzr
zLegxk?`3(52V7I~FkTccdgZ3qYBrcp(Q?Y8`-J?X<zxp46l>w>nw7<$!Y+%>9(_P+
z4J2>Y`Q}}B=WF+RJvr|;d3A;1mx~OHjHn5hgIrE?5{)1L!}5B1%rUXCR~&NmR!K-m
zpl6CocQu0Q^}}3>A@)GRaVMBy%YG3+F<{Q)xLa0MR=Wnz{b<}bQg#UvRXP5z2`Z|v
z=!i#AYBB^p&Esd!mLzzNDOGHW7Oom*!i@rx5Mv$4sH-bunC?jCfxso@?74HoHe_(5
zqO)^>RXYy*(8-Q>?@A&I3JbgH^XLkOMs7E<+;-Ks#}nPW2VwH8i_2B@42D-ulI$1}
z(gU&ru!bY&A^-W-{ZM@y=7b9YH-VrG78BqL6C_gS=+RYQF<a_ehV0x*+-$&1gyt%D
zaCz?!r02VUL4!{IxUrD|1?&NIOkl9IvuWUVU=b$b06%!z(!v}T7M5(0+B&p;<Hl7u
zFZ2xzPQWa8y0v1STT%}>X}tR&AN<|XynCG>y9G^_h09+h&U8LTh7K=KfY_df+T5gM
zhl%tFG~ALM0uK5jOZ@P#Vom@62CnwpU=trB3k#GM>yWH}o0>YLq!f^8?C2;8^QkLO
zTJVfRk>Nah`gAevmBnvme%#5NM|yS^T4<AAi{QK`WUxHka&{vQA2Be%@<6K*84Ycm
z`gWs{^73-RC|~szNH#~5@+h>EizpcHg0B_2mzJY5P+rS{?t(92_M;SBMv07ylH&~P
zdGJ=|0Nf~`EhWPhx0>2@m9Zkr^@DbWLR#EtFw^c75FoV`nQfZ9mdV3r%2E2`Z9G-^
z96fTm#6SvHUYehC=T0R+0HU--=s|Ba>CPS1Hayj9Ogr>w_Id)RtFsa_-n^`*?AdCv
zp@^hgF1wj_$RLLqdlDx5>t4mi#9WVx;$B@?(%9DKUorR9o;1SFp$^A!%poah(1ujc
z<;(k07Gk=AtVUB?`x455OL;g<wj!-SL|;CXmYSLfU{x}14H4Exn_dV&vbC}UaLs7_
zp)F=Oz@{O@`qrQ#^w(PN=_ROJDHNO@&m#G>dxnOBfVE)S;nHX!(<*$RD_$UUEeF7S
zSXK2P&LJ#L<fG=h?m~w_bBUS|6cB(?f7SKqXg}imgZ|<(bm8wojfRcrLsE<}!MRPs
zCx{Z}5?&ev@5Q<0-`N5K1J5G!&TO_hGKa+MFJygI*4Dxswj%&3vV|-MlIsS<bre^c
z3|D7lcD^tHBfU?MPl!&DcK&C-Y%c=(3JScG)?no`++D!FPj;pNG#?U)npcMkeKXpl
z2f>}&^-&lJl7fN)0d^h%;z!?U39{%*z;U3EBu*~GL+QQAg1ud9+_1wnliU~h;4m?{
z3P6g)KGcm21u(mLhMW^})=Lu;P6!z^TVh-;oF%#)(uML54LyX>vx9?!C0?I`#@C4Y
zZ}6aeg`o!YAk>_k5d1@RW#wg<r^u5j6VzrKPEK-&Q*=yB)DIps$hkq$gwk*QdK@qe
z6n;TL=I=kC4Gxn}TGtX67e{K>r|yP^8;gsIH1+lML-PomZ(_)FA%=nnz+x@NHVdkF
zW=hI|%#?a7D_HP50iQ|w0-%Be9aDC8_NLBGRa8MvV|_~XkKp^y3q;G`AJsh0d!799
z`}e~snn#YTZ*Fak0JXylPvGfyq>JHb4(1pY-+wWUGO3~w#bZh2l0+=6WBRgysuv|9
zx6|Y$R%gfb_5I%opec&28sPuAdtqJzoJ1`oprJ3`qKQk<(bH=&XRq3@@wK4oBUO}H
zTv5t=Tel{4ND|EFRQ!2G{RD`jK++5L_a|*Q;09YgJUsY!?o36m7g=mFR@UZF)^+Rl
zBR3$*NCSelb8;eS;-*Z5djCAoq@GfLT|O!C#tr5qTP$r0dwUIJ#q#awBPj7l0sM+~
zw<V8RT}zAp*3FxBxO|RCFHn4z?w|JXLaP&{yqbHtNoHe1gZzyfHzFe=5k~=OK+Dc!
zi>}vp35kb-dvD_rS6cW~xdqc@;xHs@s=d8EGbiT?p2jA2_Vw%5`QQ*qDlTTlZiJtT
zFFZ;@f8-$+!O;2M@Ru*aSf7+%!rj3^8>#u}-lr~rkzoW?-=ias*{x)}I0D5UP;S-Z
zrB;S0Uh<wFPuSzo=f7*a7s52c8vQ$}4!@X~SR%f}hqSV_twgG-@Z*e~-4$>gDIBu0
zTM%PJZrxE?&CShiWn&``O%m@s+P~lTM5SnJYcn7Mmc0L7y)BexAxD#!LO~AC5{3Ru
z%H6wbfb(&1Vyi8zmx)8+#1GP301!Ac2mo)&cuA7XYjz(Fjm1SXIor&G--m8?|GX6}
z8j?TIr{|Xgl?Cv+mY<*h^3W7)$N2MC($GAHmXp%?lX(aZR*wO9CN>U`P*zyDTWYkD
zVR`62`!1=UABDWvM>(6+?8AJbJe5*3mY?B3)W_TcBJ=>TEf6V<@2(q~L?%f8(a*5M
zIivKpw!S{i(W6Jv3^n4_rs^b1B8B4>6a+^)B(n?;0=J+Dv>+_LV8or39U!qS#u$;$
zlkP`0*6w?~ZnJIPig4u0Xuc&PI2jrS`S?&MkI|_8Yj7|Svs>h|n@_xo<Xb*v4##kV
z=)+v)G7-+DNSQJH`x1~;kfA<+7jn?RAm)j6NStJU`4$<^4VX)`&Q2884uf!iSYrQZ
z#xnXlnpe28M=3=Z5T|Kq*zvW{aKR)_h;88R9nr8j880?WjlyBMf&#dcjDo5gaDumQ
z6<W-`NTryt)UMZjq@0lnqEJwexiZQkb}r}P;n^ize14<rw;s8JhYpz|uhXRJ+{?=&
zJ`Ch^X&U+2ehnws2SArMF%Fr)d7qsmk*l7-(5&ROcT3Dqomzp!`I7S)_Wi8<rR)zI
zYc*?yQ<IVwp+al}yEWR*>&=$it~a;-e9i1}oE&5sjrbk#iJIMPLzr?H(=uU4XX}0f
zuY^^6<o;=U`xk_uAv1Cs!IX05(Y<7C2m+ABU!KH6MSg+8n3R3HBqR<gC@e$6P9X>|
z3#BLT#pY+O-CllZu@|YZBLI^$4rLXiHx>X!P9EQ-2ZEJRiPONf@b0(VJUkyHDrV>i
z7djF<n}dsMDNxeqXtE#C)4PhFGxI=BgNNJG({r}<#VI5g9NV@nfh`Bz#C)+|@Xn=W
zwpQ?pxcBhk3s4TOL07|wTo#8kIatD1gs4$<IAvu`BO6g<BFXTGlOA<^|8Y~AR=}%Q
z%Jr+V&v?x+ofTbSQs%aPt@MOu^d>9Z2BgMFp<qY1%1%;Jvc&7mEd-CtBynXz;)>H0
zq)Uxy%T+~tn@<1+w6e1+&wj#8xnopJPejMqt>4i4*~ZVG)w)H&1Vj}CZA^o_I5y^h
z+Uo=k;j>OojB1zgg9^xwY7=BbvC5VcvnJ9GJe;P5RfHUZO{jc=9%5C$@NjxS`OA^2
zwt<{XIgX}lCY36OBoPPV5iKoWXbQoPqrs^GExo_L|6_P$UXO_hM0vT>sOVnn(V^Md
z*{4sQEP|-kb@JhoGmmbKwj6!r4T*po6vQMYz{L^yEVgKJ-|hJLYjt&Xr82v*Oo`}K
z5uIyfvuEK30tMj_vBQ)zwVO1vo3X+wcHMLD3p-TT(BKPv<H+VON)WSy8^mQW+;^z}
zsL~VUUdR%#^y+L1+;Dsgd(ZzAY^3*SG_D0ScM<VdjExQ;ZCHGK*U8ylkaqCEeb5^Q
z4LT)1pAqqRhu)oa7jnPg=syU@KY9j+BRV>lK|V@G$g9zKe74K%DoQEodms?hH8m~8
zj;Mbw&A~yLoSb~R<HHEC3&p#7qLekWd4cUoSBQ6(LyPPJ7Wy-gl-^2>uSRHv>7g$g
zz$+)w6BBlyutLs*?_QxHJ11u1HK}Xnp{lxi_nA(AxLX1sf+-F=I48ty!6#OmM^r?l
zuD<>v*tRg1+zj@ouaO|javk)ZpG9cM1fb_cmN>%FRq!vLO#7{7^~H(fyiYtu2*{+S
zk<rfCMH;A|F!GQdjp&P7)Jn7!2+&8erpIrJzavgRh46l4uq{}4_e~PH(MW!ZrST2P
zMK3-iHpZZq5I#6o!qej_{87k#4{(M}%$6}zzI2suL>NovmXa!aJ8E$3*j7HimEz*!
z)6KaTu0V0iO!7DoaDSBLBB|2hR{$pqn|>GiGCxN{y&2~`l~1k49A!T=^?;@?!ybYm
zpqPZjs@w;rumF7e>{;INCyO(6_z@yVcW)wiLqB`V#+8$;OL&6wOkbn4J%_UGjH#T5
zP!aqX0pa?AFHM}KUGqcHqF#l3_ZhfujvaO~(>+TF-nDn{%(ZJTH<;Ug8wkDaxNpK;
z8q^A4z#(7?P*9PLOvegT=~p<yVGmIUA3tzkmmjiEAmw!#yODJG2L+Y(nu{Qb@tob(
z@03wiwh5fkDjZ~Ip%d6?T*3&NvD<KQ|7A&1;E|VGp5!ry|KUyVWusI;b#X*flfvm6
z8oCx%tBVT^r0bIM<PZ=33knFi{->l5_W9>u|NlV<{(kA61<F>}rYCcO{LU2oQc_Sq
Kcvt?o@BabOrzW)k

literal 0
HcmV?d00001

diff --git a/_images/731d24949bbd5988e8c315ff7e20a36e9ac174596a27f85e4d4750a9678bf279.png b/_images/731d24949bbd5988e8c315ff7e20a36e9ac174596a27f85e4d4750a9678bf279.png
new file mode 100644
index 0000000000000000000000000000000000000000..3c2b387d302fd73862992af7aee8d79702b7a065
GIT binary patch
literal 85577
zcma&O2RPR6-#>hbBAcX8W<!x#D68yBMMIKgl$1RxtL(i~C}k@ZAz4ZGimVbLStS`E
zqJ-yl_PdY!e;?2Bf1cxZ^!xt4`Ep&K>vNvx`~6z)Pms=0O(uG7dJ2WYbWls}IE6x0
zNTIB%qFaOS#55gE#{cbgQrCAnVQcPm-NfM{<%o%sot3SV)n!xuYZo0HFWcHki|rMY
z66LpWa<X&WCoXRN-#;K`>u^b2;3)M+yvSNRtuu}k3X2K(A616(qstU33gw{Mfs@Yn
z#~)mG=jiyeqMWA~-zQsonl70}MTMUxiY{=22j`UQ`srZTtor#UNrC!o4Bp-;r?X8D
zcs)(g(xvm&StZ~X)3^B0_DzhHe3^1(xadLtk5<p4C4O{To{#)^SGuKXvUx;dM4`n|
zScQ&?fqXS?^ftRpt^e<<iAlsplzf>n>-GNoPVJ`5qTC#Oh3?h2H#5N(mt)RgZ6&^>
zz8cqr`QhtgQ$;Y(zn6;hSue|puNX;MyiltD`}ZexIQ;NWjlzZtHU(oBi(O1=!Y-<H
zmAc6a2Um)h{cRsB{r1fQKV()HKIhuf*|}kQdRoXt@U1F~B2940w^$uvH46*j4_Rkv
z?;P5bQowjSyKK3;-aJanx3yJAVeb723kwU0#=Xp&<UHrbI^)xKamEbzua}Ks6A%!f
zqS(z0A55Ltym@nx`)?^{1>U0%_FbGcx_Wiblc!Hd%`UyYw>tfJ(3w1Qrjk;XWY*6&
z7k9m0`gPW-`^DPj<z?rgFxjaVk7dWM7DWytkEN^bixY)iFRzLW4h>C@K1vi66Jw_L
zGp)Dgle42_m;SoPm3hI0>!x#zjOUlH<?r6DqoSfJt=^@mxY?Jr*Re&hv`_l4HLEOh
z0CkksZoywO&I*5r_*RluZVm=*XXWFI;Jdj%6)$7$T~e|b*d?j|wIwkkE^Z^GTqr_e
z)ul_9$W@gs{}Gui`Ju#cwysjjAt!;SF)%7J()0fPO~Q8$x%NCh@kqj^SFR~hneS5b
zeJ`VIS=WdZ;ifoA>iwU8s^?v5sa=>Jii(X5NK4xiSYzt!;xh2*`sazO%lGbaiyFP!
z_~F9`J4eSVTx-DO<RsO{qq-dI?CksL4xBl2x6LileP(TK7!Pf-4&AY1#}s}KM@KeX
z&{*Wyuwm#~$)vZMpqJJb@4`aa7_oD~zkXdyU3$GZDX)E3YPFu8o}Gh3WqbNz-E-#@
z`FR#ioA2+Xc+Sksj7=6^YT^C!N=!^_p-y?(tGnCa&r$%dD_u{4H8mx5;20<8!^+_Q
zd`e1~h7UeMdk+@TZ(+f?x~?v@v~+W<_<0#uaRr4<&CSi7)`eMFOogAW@uZ}tPFK+K
z@#FjAuNMTFc@?yNq@LVq-?*!=KSFuA{KPRuzu5CPxwap@U(O)@O2T+iWamx_B|JQQ
zwgCHRs9}4e@1sZCl@|J`d#`q$TNux4k+AJku-MH_@ifTNaBz^qNAP)+c#|7fT9q21
z6#V?Tln|TySXSXwzYmMxmMt_`%E~u)M51op^2QFEV{i02ZeT!9=`0O6@3FLJvUJ|a
zuGrA3D~C!%FSEQwc_q}>m*&r_2*qC;ZA$0#C`kd9W!Q_+R;DIgY;+8bbW!o~hbfV=
zea=3tDuEiQ0$8jIb>Y}sD!rdRH56F)&<XfDIXSV4#U9qn)IY%IG2SJ)%5#(awa~tp
zxHv6Jr0wh9{(T=leLAv*eQojBvyyMt@v^qtDD{({N=B_6itp3V(#~IT{P_H0b$9o@
z-Fx;#J$$(B`0?W^eI6?}RCGDGly54ujm_cxxOsSj_Ve@q{Q6dC--B?an`0lcXehsb
zc&r?z6WFqSdjN&s?brC|eBa5FC&|_HxsL5horo1XC#b-i-TBM%_xGpSbQFi-dbalW
z@6~V;8?Yi;_a8h6x^rj!<HwIjfAT)*xH9<lt43`E-?7_=wtnjSQMPiF5_xs(Lt9UR
z`^>>gB`JLkhRl&#DN{8ywepW2?<O2Bu^U)5?67w;6Bi%fG1@z6j~=N$de`>Ty0fab
zw$|dNHb1Lz_lwIKRROfjn>+&oXeVDU+PKE+i`HWCx-Z2$6mNR=?3vxwtLk=k63a_J
zJj`lCxfbR+&yNli32BD!&(bsd^5#yz-SVFuS^BxFu3fv<Rpy~gDevp!rA*cFdCc;3
zP5*3BR?Y4l>T~;{?&v7JbW3Xs-P*OI(zjlSe{FuiaQgJ=g@py<(f0J5+}sM(zE$Gl
z*-G;*O-*WMW<m+hgKJZNH~BGa5L8gO|9TB)OxqeBok}TF)JAOfwDj}?c<J|#PvC&6
z;u1Z1?R!v)D6N9BtoA>D{hHjfGW6|RV8{mXc8}9~dV+FtMV&WMu5T3VU=PZ%{j5Y$
zbiDfG^`aOS&*b98i|@_PThr03qFJ-1{Rb@#jd915Q(Z4EuY0|+?ACOD@4D-~_O#2>
z5gx6Trwt7mRp?YyRQ|jOXc_rDr9>&mUSs9vrss{Iy?*_=ub&^++8_C|*O@4+yu5uP
z^#OhtUzC$GdkdB6#^SF5ocme#crSbkg_XZQGqSR38ltxkjE)ACmzVPtG<<Pb>^({+
z`SGY&Y)G-=NV~`O?c0TLZplfwiHduma2_YQKRJN6616{AdFAiA7KNXTGFDxl(wCac
zdwO_WOL;le2l^{~ZWu*`g}wD`mbUKRz0cs5-xqWL%`q3abe}a}m%sX*WAoazloJoN
zz0gyxT-n*2plCVUr!)QYr|RX)m&GeYL`65XPV@5eI!_jlkUMsNucN<BUbf8pD|_BF
zHjd6Ssi~`*OmydK9X?zYv~Ii3*|Q-NJ%!X1Z*Omu$o=~%SmmCvJvaV1ML%2Azzy-Y
zK7F2=XLEzpJ#@;8YC%CksF0QOpFJW_=Y(302y>Xu3^#NYSn~`!{Py(ULi@&hHG|IS
z(*Y~kf3q@vDqbiH?&a1BOSA7-Lu#By9$cr)HrcMFS>-<4rm2zg`%CQk6qG=Q4PrE{
z(HYM=u7q_52M4bTs7gM;w)}Zz(WBp?*m)wq({-(c0L`vlyL?Leso2-8qn4GGwfg+}
zlkl!V+_d_ZmPgrCl+3Iws`BCbBb+f&zW;6-%_^#gM;`>Q+kSLEF7(aq9U4FC>gtAk
zSd=IdIll|Mo}1RtTYY-Do<(Va|M~Oh{R0DDwq;A4rn%1L)^hUlX1`~?EDT2<i%d+6
z2n?jlJd?KuJ(Am|WJ0FbzHYOysA%=}M0anrto8$9ni0G;q$Imd7SkptC%0b7U-;Ey
zTk*xgzVqC5s&CW1eeOSxke67$e!c!HXGtq-Yh5Fw@bfo+uZ~dqBTUX~{KU<T{Xc(q
z71;~Lh@TIyu2$>4{`m&bL3zxsv;9AQM2sZ3h4*z%ol*SRB&~Jy=$hEZ8tlxsHtQHd
z&g2-UZEHO8=H4DlItn`<-{-N?M33dW6#jyO0=1_d+@+o8ca|5~54q;&S$&im92vRv
zBJ26{TjX=7iE^&nuwlat8pJKt0Oq-P`qmBU>FK_WUv6D&jA`pBu=#YTvZ`urV#{{4
z)Zz0he>PmUv`qahE+QhtqWo84Ej_)UU{s*o-n~(1$|#CaMiVQu?~ZK|5b)AJdv=|r
zr6oHr?@?0qj_d1pJyKl5_?R-%{Gep==8aFPDs&(7EjQfVeVLt&-mki$A*k15Wy$G}
zCsmf-;e?xiE)RbHen>dj^xZ1`jZEtGtmdE2{6lpc>EuWLcNp$}1qP*>6lPmhlZ1nx
z9lUJ(qp#FT(v&mC#2Z*JhHd{Ac9WsnFbhk|ycat}MP*kLJQ+%H9BKAb6RhxO;t{o`
zXJ|Y^MS!Oe1#8k{TNZ|XuyN0xJuxz<B~4WTmyLAx*!-r0)j`g49jAAZUx^F&_xcy`
z;$69Bv@<_{{^#2Oe|XyqA2QEik!!J{|K1?Z|6EYK-$h>+yo`kXpc<;ynQjgMRfe%*
zT#tmVu5QuF^5S%xCf|R3pIi`UKN>)QQFh@AE?{ELU{)1TYnp$kIb^Si;{SlU|Et^d
zzroD^e=o#!fKI^J@=jh3qw=_Ex~M4i{`BL?uU{wJ?C9vgp`ilI{r3I43ZP=PhrGPJ
zKx|`j$Cc#HvC$0_JGo7%vHGI^Sy{VqbWF_5-i?%@-A&ET`l1yoC@A!gj;=j>_AJ9^
zE>2GKN->wJ%2i2EpEA_c)Clj~siLdPcIeO{Qkh=9-1ok-GZiSyP;3J>^o#PMl9H;v
zzCJC_XG>-I`FjAeiwwo&HZgbi^bqKy9>VF>_(dhVQ}t<w%Hxym-p=`QMoTNTwHgNc
zV`F1&pFS~RiyM5yHLz~n7zj}R=gaswV{nS-4YxD;8k@jFY`EzJNZ0uNb3|8PUyI=k
zF6aCA@BRJ#o;f)ZzW)Abb{mb1j5I0-1_xJ(#maBt+0D&F7{O`=PS2JRmQjNXQg@@e
z$Zg8ZZ2ER@)8@@=+}y#Dk*o$&0E+l`dgg!!cZ|78Ky9S93HT;Ge7NS!nKK&MU%#4T
zrw9lNuEGs|5f^ql)=bQvhwj0H2f{mc9Kdz#`U(Q{U*uxjk$b*7PCRVQZf$K92$5xA
zI6=z3c9M>;-JjXZ=->mr#g6rF-l!Zt%pfQv6vo@%*4CDT5)=18XopQ_o`ACQXRX<m
zL}eC$CWgMIyV8=DA4H2@zBH)T;EYKoI5<NsS%)8l0=Q2VElf&Es(*4a{A1oFAsLw%
zPN`gdtIH?CjJ=EI{Pdotul|AeL$gw~u@M7q4<J9bW5?P&^S9n1AtC8UE}C$$;xvZR
z<8Bd5efu^?+QWx~;~(?vu3y(Yew^LBB_WLb5<kD^bj3RD^@Xo3u3S+uFyKCZ;zZQF
zd%?ZEhM|1Q37jQp+u?sKjyyO@8>V4)Sz2SgyOPIA#`Ad~iuxC%xR^KZ^Cdu_+>4r(
z-Y-tpwl9M{&ywrN;I&<+Lq0_bY3k_d`J?)gdaD1zg3aCCUDSHeQ^0rs&O0jGqR({S
z)(!IUp$2SC_3*$IO9ao%IQ&I}=qj}33+Gb~M}Hx|TQn3d&$@1%^mn1Z8hJ(M4%^#H
z{+j3s0Ig$sbo4<bxX)<I6?ELtn^PT~ovPcSE8f0kGR=)^E09{NLdQYB8rW!{zn{Xw
z!g4tNy*S=U|NgC8?CvW|^9!F>mIEp)Rkm!~*52n?R#uk&R$9dDVDGbs`T6T<S$M0_
z`utJ<D{5=kT<>$)K3TSMQ#(=Vf$m`PyHTB!Cuz`f(G<^i-`72e<;NRwZ8mAt6E?}E
zJ96Ym7m7F`OT)v%#>;<yJEO5ndMvwl_4J(WR){$;I6UmT_@j&u$UzxkgnVK}w_nB;
z-m5i!VEdivKIs}BcDX_$b!}DYJB!_+>kHcyYpbN5L^gg|7zp6Yu^UhU)iar&{G|Wd
zeed_NvE1uFj6~19yuH3a(sMt5c~)UxFp$Qk<BvH2w3Qqj9oaT-4!ivBp-E%RE_BeG
z7k5KvwrTRD4)o>XfMl|&5MC{Mwtx{8fUx99Aib0nL9)ej>v(;lqodQ`Uf|m1t0FM@
z>gUnFXlEJO*>!{^k&caOQ8ZD|GgY>-6cMI(fr}H$0v9LtiPG|d8Npa>DFESi<-k~x
z@$n&hEI))67w?YYA^294*M$ZYL3r0LbyHJ8Bj<tDz|{S~K^p4ne(6UpaH--5o9c-f
zy$aOiyTO5~&{gcXJ;7ty<^6{bruaB<yDztAY-~2>y6Jx7My~l=?%TI-8{;?u1!+QP
zuqj)*wrQVJppl}NU(HE!VNwQJoS-uY@OBT6B{Hkfk)tv@>x7SQrG2b-ol4TX(N<Kk
zV#9Ed-WLT0DY?09SFc{pc=AL=U41o>qb_zgaQP}qX;w<gsylb?pqQzvs!|&m81P3o
zw03l?zH?}GmY)2>PLClwInuQV8^jjZPEg>&C966+%N1CC^bQYaJ{)hMS77^@8Kv4H
z-@x_k>C+n)+?8-ntzX!p9ta1kT)w<R%&^E)ezJ(##>R#<NNs9<zV6o6!>wIia+Rkg
zT#Zw=p3&BLd~)z<_UlTwAEmSu=b47>(~aU~p?CN04%49aQ=z(ZsAH@HJaNTxN=i6*
zRYYBCY*F!_75{lAFOIiw-@e#jssBp@<sAHKrL5Zx&;#!?JJwxRV=76rsv=`Hw9vZ8
zf4<L+1v?5gZUJJ6&Y3eoq^*N1Rz)9E3c4e5x)P_4k^}z#YUYhdMn=YdEiF13o8CZF
z?bZoJAPV&LfVRE2qNDA<wI;KbK6|Zo=#UCNvXr#6Bv3Ym>=6DaExTXiXEILi3{(@O
zl;@h&^^c7)p#4?X)()aXfSUcKqNSw;7ws?neACBJtZ?{?1UK5snj@N;v`R~}C){yJ
zi0na-2LYf8ecu-Mjn28&e{pcSdbMqZ+vwA$PyN%*IiUFLP&+mVMGgG?jc@eZ$;onT
zP)#_it=+`*v-cTi>C@F6Q&((lW!cXvC9<Heb#-;MidTKsUb4D2(d~EYsh-K=uZh60
zu$r%L<8v+A1UWc42bULr)Zv5Vm{hG<SX>;!fvpAeu={*t-lWQ(sc7j}Pp;$0Q6kTL
z{P=MrNcg8o>%vd|*{}ZuFP|0WFc_S1W#i;rgQA7%-98wD!d$jAVJqi4D-4Z7)y)p)
z1vjn|NV~PKFC21+_wpv{RjVRz-@fp;apU@&gT12E53y;np({Y`h=N3*Hdw``J$>GK
zPu1Pr<Z(Lj2R*&*<HxmVPa);`gZ!*?O;@Vyw%S|fcN+~_Eu2klD}VEb{@1TxIK4^d
zwVnIxYHLluzkf_LGf&<F^V8E6?~W;lbv!-&Zt;P#2k(zpKbe1xf278x|NT9Z7#JE#
zLqXBp49ZcB!c8^nY$J7-(QSTm;^+OHcj&)-`9eoWmsFY-HH>?v35vbEFvLPBe{uQU
zR3(Er|JJRmvE>QhNjkZ60L7w3X^{~WI4~rn3L1y~{HN>EgY)L2ZgQ+~A0L>RZ~zcE
z|0tcGs@ZU!Us93{OH+lWyUY5+Rp=bhwg6gFYcc_YRFWfa7P+~&R5Uj;L(B?wHfCH6
z_Uq=hXyoGU%bL+~1;R^frO~-_C<Dw<T56veG&MEl_U#L|=-|jV2+PbA#U1tUs~xbD
zxISqJZGvY)9w_wh!cc_V&A)PJcoHr%7xqmn@7-G*8=3y_AvqfmqvE75F%#-jds65i
zmJo8%==v^42ZzYGIJz(mRR$+l*L^QbN}_Jxra6E9{Hxja!wZX_SHiLBH@$m!qze0p
zs8N;Jzm=z}3{lQTV`E}CiReVcJW}lL@4HGLz3s^J7iVsmvgQHrym;{<DLs8P;N8)q
zM{^1b17c%0Y}&MGV^8BIG2viu9bw<6PoK7RTXBcg)`w(0dE$Niu`imlp`l?v(AW0u
zk4!c<TiMw7AAK}7=Xni4;=q9eiFJ5YV_Z?(9!pN8zf-Dcqk_A4a{%MdDiOKvA6doX
z?nn7Davj}D6wJ}l(a?;Cl5W4Oa1igyUuU+qwx(lZ@_YJJ1ROTk{kH=SJ+{1{gaqsB
z*RLs_g?+9JPxZ1Y+fp^{Q4+v#H=`@dw70jju3vv~K*V$#I{K`NSgaY8D`)HmHi)k8
z9vw3St%#9nq*I|I`x}xJ19xnrUtXRxbTvsFhOX}JaMuW{BCyLBfm}Mm9J8gb&{D;7
z9qsK+v<I$;i;KSkcUUM}Syb*tNwu)Ht_fZ*l5=y(l{DEt@tr&A*KO0@ucN~X;6x-y
z{nqci-abA96BA+3y_12ap$$+dP*q7cn;m^8cWr#**QUE>PWN#ckRy1Be(Ve}MDlX`
z7V>7L-k0=UiT<vU+SVT;{<?fDyNp>`S^4juvFy^y=v_faAF1Miq#fUZKQ9b+k>&aN
zwKn)J7leeVxw-UGzo#`~+qcuAyW!A8YHb1L<C}3$3khK;GPKD)Zpg&Mgzw(q6^had
z{WU)|RgTTn`u@FdbMsMOU*FcBSFt@Qp5^8Hi;9Yp($aj{2G`6o9(nliVG2GD8kj=q
z4RA0y=P7=m)TwNbrKg{VR<ELhSkh(DFb08$Vb)a<r{5>vveUb6XaG&2Vz4HJOMnBr
z^+g=E#sPlT{en@(?P&)?XSUP|o(_3XaU$kWI_dpKk22rCe;>6Ue~it{q`&>bOFz`U
z>kSM`D&_u`>yju3#}wyICe~Hg)Ck}&BB!6F6>e5?-$-<Dl$X)HuW<FR76wC{zuvvn
z+T9(DqoJ{@<<{-nzECFExx@T_^-@S-z{_v|cWq|+4HPzn!&MF8fUpJ?y3*Q#4z^^`
z+MK~_(b0GB29aOP&(9}CC<jtONI=-rjw|m$JisWjva(PZJxfaD1qB85e>AD+aH!KJ
zf`F-l7d;67`_~<WzpAm30RRcKfY+{s?B?ee8-Zzk2pYq-1*9Vwj?xcF%oisUDj0?0
z{OjYTsJOU5C@~aN?P~Pdz@{c`_vPOs6jzmr)YMecYuu-6HV}!=%F2qBgTr@t_`=W6
z8`q(%-~_8VI~TRxHv`7mCoeyGn~H*3><evlW$E)u^2?XpFh}60;8uxGl~c3me`nvw
zB4Q)E1CkQKs?%>}KlcM5%j#ttS+^Y$-1mSPyC>uE;{!lB<KyG~*ynL^aq(hw7j_$8
zyy)lYNui;k*$)J<^G*tG3^1&nlanv3gIBL!*~mE+Uua;5{%rE;<<-bT>2Y%Qf?yD8
z%2Q9DJPCdE6FTB}Z}B?I&Sy1;#Y=s`;>JIf#5UUxITRN;PYYff@A4`rkO6j9-FZiF
z+qN~NZLqNLy^fcn`@6KXn5i%{GSX@3W^ByAt51|V;H_gxL+jYw!c3z$frA7#0H~_y
z=tQbpfeE4%Vk-i%`JwWWD=aNN!u^$-DYT>J5R=pO>!}3=ocIBB3ml*T{J<9Wpc=vT
zJv}|skhupT3D=RHx53DnDl9B4w7Jc6U#dV$*!seFx+>N*0WLRyT~4mSvB}AYmSR_c
z>Es&Q+U%QH_J&`zFS+;ZnHX?u3Rd7sKDUyR62M#lwvqaHF+M5LgwT3kvU&kis#|eQ
z5Mz$6ySqCFpTqs<TUlppfLzzP?`$i&>r}`F2c`sjuWD!@_SV$YRMBH^6`O7L(#8wp
zus^`>Y0<W@H2TAN+kK6}7s#?iM6jgtHEWyi4&;#^k*WO%&c*9CE~%!eIfP>%q(t+$
z<BBe{P@p52Pz!(l2=3T%xrtf+`K*76FgQ=u$B$e?brG6y-Qf7x{hql9m{Zl#Vq47{
z3E9@xW0B|3;llzP^f0DqQ34?-MEutEiD%O5trbSi*DrS1dUI*+v{m0Lf`)n8__E=^
zoH@hw=FOXL{nWO$wjr9P&-FQzbpreQjcHb|CRzv-ZU`5|jY6H(w5q>VH9#CWlsW=5
z&z|K;EoF_Vs8YII%fC4P;~zBv1{0K(-2loUbj=2~Aei4tJ-tfYtP_up`k^lNh?q-y
zrwH%Ue3qBDZtK>qT1SpR!#V)eivFlk&CJ8Yqo$#eQcw^xH(0wdvnWgekV)^EVNj{t
ze0WjehmH=v!9mma@86ey`m|ZvyeUaUEhop21z2AD-tM&kDyVG#q;b$a=peXtEQ{CU
zaN%`zv?#X1;^G0?+kDE(l*ekq9Q5sZgf=NSvqmV)&_Tnn$8B|XbBm~V!OqhK-+X+M
z9(}1PL9xfQ%}z9xCs#i-BSRQsNlIoWBNrDJJct7p7T*G$PplD#5)_V0rr?qtQ0H)p
z!(dOa!;chzl&U1CtO0W4?Y)ZZ9XPawy$&Jj(dB1qnNb$l*x2ZpnZdqRJ2*I43~)_e
zw7g<z+1A_3h~L4otMap!H#S=8e+@ooX!vbkf@l@RM8KEzIf~;dPXLh$i$%Pb3MCSK
zrE+Mx9-64}>@o-o9p$)@k<E)wEiDn5=Sr^WTZ`@5wG}I|6=+3JU0uD(Rg8M)onXTv
zJ1-&yY!ML&ssA#=w)cnrfh@gf+;aAO1MABtG?=dB-y0qoiG~0X1=`l$*Qb>B3#L*-
zW24Za^mYrkix;=Dg{ae%2fnH{WqX{NIezgxHrL+klbaqteJb7E*WG={$bDL!ef@fM
zXlFstxPpR%1&MVA88-EN=gq=vKl+Y9+zZqZ-hxlO9UF?TeW|2R@dA71$hGx?QFJ`A
zHq~YkiXSXr*FztWl$6BQ*<)~AXwRPYIMnz{4Y9i^SYb_U-0ZC)O$`Z(ZaEOx6&Ct^
z2uAh4aq1%c&-V7?;H#~c$3O*`#`d1k_e}WW0(qH@m6Z_iP0BYnVgI7s$&OhZK>z2U
zU;p~!_wYd0pU=u~?)qJGMPcD2^}YD`#o0b!xsy8qrk+N1e*5~>AEE^<ypP$|36!je
z&``!u9$98e=r83Pe|8hcnP5inC;4lWy+Ji08-(QL<HgR%=$X_^?1b$Rg2O_70tS;!
z_I&iMTT^(IcOD}nBdY1g2R>d(+{0do7yzB03YziVPZ~I0AVUMBm7YF-!%zOlt9Rog
zMck!E5y8RqAVrn9P4@Qop=a9SzI;^?<`4vg^78T$78c%r=ny^1I2e!2@R#e)wh5|v
zHmnon(KfwwNi#dpe(vvYAZ^kxv7f#<?fW}n>rv&g{FCp(#fx*rUkBj@*!5T!wl#i#
zHC@Xi=e{681p4ehih9K^hg2CU@SyN1c|aO-+upohbL-YE9ew@4KYv{RQA?t8>~;Lg
zzh}>#z8_$xU>4GDFHRjeKm}<a94<Tr9LAEIJ+iVx5Sy@^b!i8q@k{0OJRvo?1qHRY
zcbt%brss6+njjDf%JvOTLEbDKj@3A;yLaz~%Q#;gar9BuvvVc<v5kupT8|z*GMnrz
z*60BXj!H<dxfXwSjfhRB-TzR--AZN6Y8m0>8PpS94mbcJWKwZ47aAYM6C3iKrR3d^
z#G8Le9aD#Mee}K@m4}B%UV+CRuqx=Ba*kga(bouz2vV!m2+NhAcXM+iuxZ~uZZu~(
z`#~BgsOfK|cu<D`AT!9pxH;Os)!EtE7(S`<-|4z(*q#T{j|<4l^AJnE`}EE`+`ArA
zQy>wciC5W_rJK}bu@HX0S^gS7q)v+x01OzKm+j?2fuLb9@kRs?s}m3sHR{x<Q|9Yr
zu_Iu||MQY?$fvOrna>_k!FO>I($dmAS-sEN6t4z0kv%n`8Pm2}T^E{mHK1z$_wT{c
z+m8)a`Y|lI%BM1+P3)GHB}l6WN0sPT?r;*E$8+nZYI$ruQ-o2v;o4Vwe~@Ch)||y+
z{`Q_9AQGW%37XR2%DyN<0_YEi(%JF4Yg+T_`yn<Yb&d&ehOqJQ$X}3u`SK;feAom1
z_*j9#!Q2k<OQ?jQ5P!T`y@B8=Iy$a)HP=*{+CU};2<#sk@;MwUM$l<gR1{$O<_;ld
z2*RLUn%3646t{w61FO+w>4hv#mavSpB-R1APUAey?K2XLN=i<yus92hwS~PQu*>#f
zmzaz4tDnvCkVVgD=Z->Ag<4^TDy5~RmDHI5FNBk5hd79?3l73iM9A8Kt*C2g)aI;>
z*GR2^{cQKOi3==*f5(oX^)fNKAz@)m*xW~1P9-Sa;C3kPZ8v9Hi``m(;rY#MxZSBG
zB_%EMgM)*Sw{Drfn3x)<s$w6n-K}pw7Jz<3?5KrrsS%+Cuntv)IR=L!lr?}dOK-r7
zx3IFRhNHW0SfBxn-xxvxuCpA*+u98qVg>R$`JjvvB82;j`(Mp`;Cbj;M%6q19oxe<
z%liXM=<?VJa)u0ykB9pEuOU_>eB6x8Otpgt*MfTZ;B$(ec}~L}wq^z4k{s8$D}TB!
zCEnl+VBTCw%jfQij+S}8jQ8%{yUyPqKN59T7owIIb=gdkKI7f_jTZ4RYr(}vf6Gv#
z(SayxUb*r;vU);!<u?my>jZ8CY8N$37_wl6poX73eOgFLiXFM1RM&6*e(B;6=g^!7
zV2%D9X-R$dj2X@Ar3tNAne)QP*cvxxz#XC(f-w;n70RrMwRIR!j5`h#vIsR;5BR6H
zTLzJe>VlB@;n}&6SR>c9*zjE?*MG#d*i(1a9O9xDpb;;fWncc8xYCbIiqs7K+k+=g
ztZRmqAR;0{&;`OGRSvu{uZy`hh+JHSTT)zHOk_xX{f)c1k7RGPdGh25difeZl|6zo
z0I<U&8^YhP8xo(1TIFenDF`iD3Zi|&bID6Ywt^f69Ma6fT8DQPBR?gfXE?jM4uZqk
z+1r!sQFk4{!tdXH7B)7#?Zr;}HY4hBfX*u-;#k?$9Ur@IRWXRzaB3v$7&qM7ie;-F
zefJ2dfXlxeNqLl(UIz){;K76cULRo)|E@0m+js695R3I`8R2nh1?4wqyH85pt5=)o
z{fI$RWyBkiE^9UGx%x6FI8n8s$U>B63dzBR4xl8H@PvxWDiJHusyC3jzU8-?nwjC~
z*?(G^2Nj)~vV)2U37S|HOOuO`XM9qG0X$u_WM+Q5qsF3xL5%>;&7+NnsfPGOB@!U3
zSFeUFU~ZlGr8Xxa-Y?_Xvsxn20mKoe0>#MO`ux)la%+emjpE>TYKO5TpD!y21R5mQ
z($mhd19Zvf5o7>Kpm@G|rGRV@+5)m-!72N7IpD>s39>;?$3N8s+cJWTKfyB4%QEmo
z0s-C+C*TMPCDAi541E3i!E&X7V{QqmI62ID*C-&z*ojETKnbWem3+``#*Fq4V2|(O
zSJ*afYI=56&O3){D<>*5A9!XJk_b80Ju-RO>pLJCf=%L+Bg<7YUg;tYTe0n*YJG9`
z`{blQ=;QV4vXG$;&`~9}Jn}mz%+Wr0HQ$p<u#eF(;WR^%QFeeqmJGWV<wgHF5m*0M
zKqw*qQrvmTtKUzObG!f8@*P|aaja9PoTv}Sh<X`{)sfJTZM@QrecO)Sw>bH}5KJpK
zHy3N7OdO3&!(w(&`rRL!Eqw&&1ax-ZX|>o*Bw9;0b81u$EP}@V{pE4`$q7utCZj|$
zAh{}q>FRZaoj38m*M%fasxRC_fN!hTdVaiug{`gTf9sv7JbySg$jg@)^{i<hlT|yc
zp{CX=VbC6V-z{I$!ujg8Yurn_*n{9i?k^jkn9!U}PStxFb?1&BJd4&In4lyPVjI;5
z+?i>R|Hk4hmgv{yr^72*onzA=(*009AH_OJ%5tb55am?O(o;>=0WGcsv&k&mjKI*;
zZ+Eiivpe%v*K1PrdNm>;CHA_GW$Bl??ji0+UIAW;fd7}Vje1<gN^1n78!pV2ojZ3<
zLvY~Bm(@_dL*}&iZeq^N%(VIDa^7th$ZF}cn!di9`q}9K3Hu&AYY{BP2EM^79hveP
zNR=j{u1dN^!R%&gHWV07n73lFs`w+y8Glu)tD=IcqM`!sCzZg3u3+h$+4A5XI-DRc
z(k#ywGPfws-#^o%_q0O}02+IOSeP;vX)GsquIJ|FhJd6NEA{fvz>kRu#lgPtVrXip
z7Lu;|Mq_^5G{=NFD)9zL@<Dn6Lovy`o`}1->udqPyu4er)v!ZxPJX_hO7ecV00^wS
z-NypAI{*>@8l4Yo<u#Q6HrymnC_JV(wE892vOfA{rKVC7!jqq01EsjDx?hA<rM0b%
z3JmG-Nm3!8(-OHANF4HvakWB+U0Y)RRVSzY+oF>nKVFM_gKb6Pjrap=t05uypGY>D
z6g=CPk?{k(5$1{o$Gz-#qf;I$^B!HVT%>pI+^PM1PGh704yLLy)7-AipLXc$FKB5!
z*B2ofQE2j&c(bs2Na_WR5+(26F4IF$EJQ>YfOG-jFIlm;r$L!O`FyzgNS0m|t`VJu
z=ydN)Wms`^5t&2t(>{F%-VeaMy1Dr_XlhU`1){W|_Q_;~--5db%!%IY4bV>g?Y9B~
zeSfmdEQG(iUA3$4P`|<F-0!8dq1(ORi#Eso_e{mPzm&&Mo=6=U{9v(L=kZBaIvV^j
z{~ZQD1XT|LRVu^?4)t8s+f`I1Trvp$1Va7&JypdLWR$%fU1b=NqO{ahGp&j5bFRlv
zo>T*3LF2sAbYbFKT1iR#$y2AIKrdz>rA5OqjY4Bw_xR+Y7Y14BZ^!%$vbI6*-+Cp#
zyZzxtWEY58N|+h~LR(4rb+60JmK{5G2w;O#Um;T57HISCOLLuD#Kj{N{(MWVuBh<R
zN<XebC%~dGMLC0GQn~`?gD#>@h<KX~EiK#Ooa}^wGYs`&DFH%61TlbAU+SeFKL}6}
zc>MA1Zlg124uTC*NeGJP>Z`#JJ*cP0dHKo}?%AuLIbIZgSPSD<=X;Q2UdzBBgliy1
z`1t2CkJgcwG0T$z(Z-5}CWCl~qPY)ebFWPpyu8HC#zsYvLk!KlDbC~;ttMRsmPFvr
zAq03SIHuADiu;gz0<>0zQUY(#_|hfXAT@7nZfIGbXL&Pspdla|ho}$<B+&bL|MGNn
zbVQhgXduvCe#wjf-<31kFx+%5CO4_94BP*Z!h)N_o{^CQH+FMwu$+D`Ed?drHSktS
z29>660+jZ|8^5@=X~)@pT3Qo*Snh-I&t88o5Hlohhe&|Q$mPrW)Ok7q;+dX0)seLN
zD9`|KKLRLVL_YeWGKHg|8aO@ApR=Rf{6}&2d-P}|<INCHm|yfBZYI<Mol~d$ptzF!
zNJ|R~l$q4$LT%^6^{!o$Axf??^Gjou_ft1zHi%!2R4C&DPl;1-k%C08YhVzZl*Es_
za(=!G3K_9UiJd`=67BnPxu2ixqJFz|lc-ff&k-$rUSc33Mn<B0rG1Zt-)vzyn%c%M
zBt#9Ja_!o+vTy%J!Q?t}gb9b1xUoRD;64?Q;Z7>)YYMq5@j;NC`t{4-Pz>~ZD|C+X
z0XyO{Dl3=ic2pP(!tt8=mm=H&YVnL``Y&Q{rUR9Jaq`#2a8Yl^3gjaVD|6{ZY|PW(
zCPAW2b34AI=uRtQ2LeWt+DIf?S!I3{xhKH}*#t5jQJ%WHxrt0SGsC^7uUWqae?^@|
zVbBEP-zg%Zi(n?4GXg;x8XDTSg&UwApf%(B+MPYGV!&b9AQPYt_j-13(h?iczc{YE
zRTI9EPsxwhJTfve3t!`HZQ^*Ob-c!q8-kStO?}Oa)<Fw@R&T7#?U)$iWwQs-0Q&|+
zN3R=8mt+JY!JC5jk$4aorq;1z0iXzw^${W3`>^b3l^+CdBuWrOL>|=Uwztl?b7B8r
zHw&NnxDJ1`am`!CZ*#5+f2XRz0FcD|?is*nyTxu|VuHLFZ~($Fb>q|ttlmf)ajai|
z;PJ^y><~n>WIx>>w5WkLfPW`9;?$}2^z`&ZQiSX$AR*D3d9YQM8Vbk@+6|nX8WHco
z`jhbyK-eD6cZ@ob<R(T55IXuaX7pJ&)=so4IG)RSz;8ojLP9v`F$_K%ow{G!?ch7Y
zf1;zOSAj@o7x$J9i478*pPaOThGul#UX#<jYUJnT1C|yR`@#RwvGHk{`S|!gMDy@-
zs8`^EArX?45K;v|0yf28I1OJqHCTN9(iltPt?*$@6CVWfd|?m2*!8HM^*3nJ)I{Ou
zK~Rou;v$Y&<q)~Bi5QR}hQ=7U_w7YST$PK93$$i@&%|xPj4n6@1_+4&;Z8y1N=-|n
zfglHEcVnIq>sQ|tVeF2Sj0`%Wfip7tW@TAtPu+ko4Q=sV51;$g0g?-W%S`bkD+Ch?
zauW+dSHzjDZ)&O@N%T+}?A+a+Gblr|{P*WEVliqRJa|Ayr!}%$ithfQbQN?RXsmT<
zIS4%<!o&yZpE!B&#B)R?D@|R1G+|UA-$fz-pu#CdMH{h^L&f%<GR(YKy%%vY{C*T-
zqJRGUp~|{gH)~iK<@?rAItps3cDxJ|-;G%|Ugv%)1PG%WNR$dEKQ%A!-LRVNwv^+K
zi9qw@$xgyqMMcLSGV<|-x!8OKX(1{C0&EyPP`Pknn91>_zt6J6i~m7%t_A)hI@}%2
z;|vJff)8qBt*-l89HxsZgFMl7W6&P+bp^l(_d$NaFvy0ud2=~(=Us`_I7hfZz_SX-
zxj-De9i3IC`xJOt@N>}VH34gg(t;9>c#=lug@LiLkiUObQoC<aSLle`N)gsSbLPOK
zci7!3TiDMPQV$IdI;fgZQ=rtsAh{hI3%>l^OOM)jec^!=K#TdZmCfk?vqisjM#skq
zTLNwm1zDtg-O+LJAUZ!bp$?>9Xg3)7@R2M%%GoH$N=N*BvJH}wDCnYoiHYa4TdyBR
z{gUUekR<v=Y~ul44xp*g-)iubv)5h<w{(E+fBbRUh?uQR_Gb=g&07e+giKG2)jXR0
zfC4bFQMX%!cecMjv`sq+G332__X4g2BIOK=mPf6;o#DU8Cmi7V#>Oi6vXUm1zEp2_
zNqQ~&GJOl$v_7N;yeUceji~AHzyK9gLC8A$yl<s@bd^Zckwg^nuoiGCnxsxA0a_;{
zFas4E)IY1`w*vtr-4upZfP3?R8l;Gv99GP8Bn9wmS}q-kiK>EI55llf)@Bo!a0HMu
z+>*obSI<4$ZnXxC3Xm8gTXF}pqLyEZFiZ&|XS{srT0aqX6(5-&#ghnIxt5(`dBYDz
zo%Y>VbVIy(BN8pLq8&9(UY6hrNW($zCPO$_<$_BMQpW#bR&Z~rAqu2wMx?xc-PdkD
z*RbFBttUJr%*Ysu1sr|EGgDlQo$u}4`r(5=Y*PUY&X^=BQ6~Yef&f)Ot--{}D}lmC
zonujV@2;ib#ug{jNu23_HunJrxb2&Z&iYM0&?tav$r?j<l4uU$3C-a`$PTy~Rw0%{
zwcr5cQ&{8(JK$cc+Sq1R2KO-W`}QNLrHarxloGR;UkFUm6&osL2-a(J6d`ETeKuaw
zYz-u;E;XwdfvS_@%^W7w`!#hPiVgGD-Zx>Y0@2EI_B8|CwkgLTO%QzS0R(9FG)kN`
zF%dwuWZSSo_M7m|hjjNV&K^E|*e5=o2Uq=3ON%qlY-$iCe%EBp-JMozaJ%$H*Qo2_
z;v_U(a}h@cvc)0w@BN^Utv^PpJK=htJyuE^((|7^1Pw&MI!@`v%Z9a0zz>$C`StZ$
zAI_R_$>6oJv&A9WCbe1E&3<cRJOAurMx}W<zn%Z9qGZgltXj1S85pH+y|3b_WY#C~
zffAEJ9EJH_$D%JWXZ?E<w702(DVmy^t~qD;+d%ZrHd3_+OT;Y%OU%s34c!Prj|`7G
zU>eE2L&KXMs*6{&0B(MxCH(A2tBmGw_R&W^D#@O}JduaT5!i>Rmh|EU2V@x8iyeu}
z#x+@dgzdsR@9#K$ezU__00EE`<Qw+%9A782!wymak!V0-t*k^-$5uTLJ;!K7(g1MN
zNwWf`y|-)HEv?b^Ob`O7J6J#(sFlo@{>%|}8(IL_cA!2=NLWN<O!|;ZOM;^Fmpi9*
zbalOeC#`ym*cdoPB^vigaOw5_=?4_ABl$%@aTb@~>!Ge9o?QV@G42<ssnQQi2#KrY
z<ByR#sSlJoC@L$9&k?uRaoh8}Jo~>3_V7%ZU3Sw@U@Ro-WK4Z9-%hiJ<wt66rdmks
z=>p<j-n@C!hkG>_PGb0`y(%kjho<{sazUbhsYw0kSYqvs`A-2%JTm<xu+{uPKG%8L
z^unb}5x)l;#_#v+fqy>m_)$V7_Ssrn+aCh?>U2b@MDPw#?rM{R=Df{&i|}HQdXP0X
z#nH>m`E<dmr+^9g3DGpNSdcic&VSCk!~(ZOfISF_5I<^K=8dIgNNK==uL8Ovc^e=$
zG8b~o8g-o5en2BA;wB$lipq_71yg9M{zwIGkEr8u@?0BH=c6W=d>*4~$bq4|s)4GY
zZ;ak3L{_iIrsQ7;0w;**%f@8R<K@+-A161QAeIT8fHNjI>=Eb~g8$hQ*&_n$M^&{d
zNoDzni5$&Q@W5TWm;hwrWURT*HcoCc>wI=jKmW>lqZ@OlaA$-d%wv6kpT-?Md;-Xn
z;yRRHG8(}tZWP)WEB<Z~IK>ocyCSDi_M-_3YoYiz#mlw~U$_vQ0;m#B>`sVm02$^%
zDw_^6uAie7vO~Lsey#>@oCH|+85{>8hx-Vl!b$x$RE(wv@}1unK=o1m<EMAVtrf93
zP27KeuvWy!xE#*HohG#&HA&;btxm&Lnsf)y2(f=iq?D9M_YX(vA0CM(=9cLB*PDO@
zx?bOqhbpy<<kGL=mHi672!{S3E3t~2n&fZD;3KF7%>BVgtGSsO%p$D<RFAxK=c2=7
z5y#;~CQenFhk)?cug^2hV*;qA^SnnGxa9zxcXbz+z2?pL53cmVf8=Km(m8R0I_Xig
zt94o-nX}ZqZ?H<Q_ZgYxK_ZdZ^#Ho>0BxF1sH>?l7H3sRob-A(>Qvv{Oe|+iL;5R-
zHcIW&ecFK}x77D(N4ZV7DTSYTSBw>D5cMKCTJV9u@NnMeZ<(2yN#Y4^BUWJVHyt-e
zzma&1=XgN@JGrxi$<GC8-y#gANSIX8U~+B<vLn!47igtt!X?kdL_UMFXT$ur+iG-q
zvj5$)sTeU1QG*v2_10g8hsz08)z$f0`JR6rIwv?aM#V7pQY*H<UJYmf;tS4f((%Wk
z%h_!f`{^Lb(hB(UerT+($D9S65^P({2a)JzqfWHW7WOdbH)L+jY2Ud-#bq=mr3kK!
zfGHFQGt8`^JOfsi4^#ypWN*q@qAtjWF<ATQL3Ls}BHG2HGcxmCLFRD9&@^r{LhmG(
z)6W5BOG{j5B!v2|%}u4jFjrOeX_Ev>G!N-Em&z=nBI6q%Rml3v4;LUW3ki#46La|*
zjaMJt7CnGW9?@-`oOZ{TeV~PCdiCl7kV_yA<nUiaa`{L5sw77V2dN2?xaBJIjov$9
zm8%I-1yoT9(D<@qXcIc?y9w^@ZN3->csGHYS_PR2%aoIs$8$CD6teCFAt3$scSL!m
zqIAA51b_~r&|A?7$6`Z}N;V*9Iar}Y%^w<i_hb1qLwvepH56G$s#xE1Z-+H-UCGF~
zb*40+CLlXl<-2wrQC_gI+JBJX5gg60GKu!RvxDXv!~ep|@;6jDv@KddT)ZW%-QcTv
z(yC5`G;qvt!!Xkj_u#xwZX{Q=_O@s*)>S}tB-0`oH9PZSO?waI84?J{&i=vV;{^Hh
zX~&DM$0v7^Ye0hpOMsSuPnTNL47pC!d*nZp5gEKI`xR+G09<wZ03d}hriw&%`kC(q
z+)2X3VI{Eu4UIJr>tV9GO<a2RM(As$PDL6L4@jV>B<FN0tt`)%kv!4D@88LAG>Do4
z2v0m>N;!tZ=s=%|6^xQ!1k)-P=iGg&f>yuCPT=O>Y0V4f=H!&|jW+Vw+ql}hA$&}b
zHmUr4$K_#6z>Yx|MEoxAZYB@6EPD}Fg#a(`8cr^ii}YCkYuA9Oc%kuXsC-3SAEXPC
zeZ_|l*VJOClZAtSt;s&89Lc)MPvroE-HjWH7!A5yfvnzt^t*RS)|_-SaZ(rQA%*3j
z(NGjs$SOTbaDCEZ1|v&*hLutEWtA5I3;sqFbg<RbA94aTu>NodVsq}?VZ1Ss&(rpK
zFNhr~7f=Mr%n6TSjQZcu+2zXw0;5=v-+q~+0-n0$0*WDOSj5UBV^t1T75@LSaVU}T
zaZ8Ky>u_A!5!D_pKpWJA-J(A0TFNCVE$&*HF#PrFEgxEzTYzVfw{U<ie13f+EhVM0
z^23=m4~}X=Q>jN=tOxNwKtwl^{>5=R2syiL)TzqBDBs`+QJ>#m$^Y2%VQdasL<rI-
zk>lf54paRHo_nm^ymj~PL1=Yrt~TREq9FOtU;ru_cEk+WDLbxB@Xn#N0=^1JfnAvU
z-Z8uU=;#AX^+u3L;udA)#8-d5KlN=Hi3VU|Q=uFE{$0@WL#6<jG%nK{OMeUGcU`iM
zme~2%R((A7ObC!&SXo|5%g6|1RnbBoyP>&x8;+euS?8NKhhXl}d9t~{jyitk%*RJ>
zA$h$hEM)oZk^*7S$cXpxvuC`=<vUYO?j(QH-Fe5{y7PYTi-h<?>6K8hec<G~)qhFD
ztPphP3vDh1WA<4@81V1y?d56K4BZ1{gPX>G=TKW$m)7>Gqj3^c$ik%BEPpp(tg-~i
zf%vjYfCeEXSlF0YRD%jgl9ZE^%t2}npVIzrJsgt+i5P9x=j6_s>Y#N<stfG17{0<n
zML~Ha!EJ<B3XZV=mk<Ibe{Fm}N-TsLVtw3~vtNbrHJ%TPWWs}3-xyj>Z6ld8h{dH}
z^D&|jm3UsxR6P*Q3yiI2#7!`&-eURfNyfHl=+aL2%HOV1uNQ7~-M!BC)$|&&x|&&c
z55bNJ=T!`bu3Q_?yiO$&!9)lIkSKXU#bRVGcOl=5i43A<0ke%>&B165@h@IUrvNzj
zms5%A=NMP78~Wm~_df~JCC~Y}Ie?*vnvp<F?++jJ?kl*kllwC@wI5(1mG2j{G*n}h
z4=x8bLdT&fA|@L5MLru09iy6{w6%Rz@$HUJGcwAN_wYfEMPUAeICuvne8>=Y8(t2i
zK7JgOFf1-6<{uy56PUTpcrDl+v1z`4zXB@+8YdY6RQ<j>;u`oW8&ZtW0a4x!W`EAi
zkP$W{U?FWtJItD7;M+JbuoF!7|GuDI9?6@6mSkxupVm@?AQ&PF{@UA0E`Kn3wWG!w
zlim6+op!+IR!Y0}pZHQ!*FgQ#%QiL|sD`BIBf|Li?_aiaVwbk?`@(pq0tbP0?gzdC
zvViDw<wDD)G)cPGARznp?IWxK9T{#SsCQ*gkDLDC+ORDsZ&3TFVjI-~>J84i(Q{&e
zTKdD71V0CTa+`&}f<gn3G2RMWR`;%oDZSZHk31cjWJ8Q2H6z19YXY5Y2tHz*gvqKQ
z4}PF6Ik#V;DJd!6_R1X2q?I+q$A;LO{OZ+x=Ed-!pi$}D_tIrCt&TVXRFEw=++^4a
zCmQ8jfS=#^q+3ZRJrDBE7!5=>dyrZ`{G*{`lnN7ETB;x6#9-tL-oobfLPu1;JY<(u
zWo<ZXTe@eMpS{Ws+w~EOG%q5Dgpz=TrKU@W=J!9|+jb=%%tIAMJV~2E7&~^Xg^j6`
z?=Wmlym1ALVH|z(BZ%`L{mzQ1!|5#}745M(ToS&$Jcn!~&-61^MWf;>@Y-sLcrD^;
zp)KKhLVw(5xf6e=7r7mJB<>V`b(yJNd4xuUvO(hVsR1RJ<RVXJfKd(FHS6l}g8sfy
z_CK+ZfdSZG0!Qx})hTK4!T+Szy}=zgI5@}v0kK}zuH{-UqGouki*d?X;Xj5itX_@t
zvBmz|G2w#W0f_X0@FHzcuVBM%566u}v!|<Alo>C-Is>B@x<47zNOf~Vy!uj00@1#&
zmQ|-7?8hV{1pb>hl_>m(G$C*mI%ynw4Y@K>4_@Tw0}HSOu<&UhR0#CTC2uRuY9d`e
z@^dupGID~oM(;YRqE~qtYyC`4NJt>i9u_5lmYIgg-I^mpHe|pbZfT&)&#z36A7EY$
zPx;UYSV9SS@PNr{zbC?vJd?`YG|y19fDvHu&@nLhV9Uz?mGg!VCa9#8u)OL2h?yEU
zn0?q}s8@MWaK0Ui-F4JMG`YoM8Sn@YxFwyUdsbu41$!861mc@j(=}#Wdi$rC^&&Yd
z5O9GTc;g3H=PCqgHZJ**8j5xVA%OO;>cuDJ`Gti-h!H^7M4|zz;YMj)_f)3f6u4Jw
zAoO(mh(SQbwuO2qYMpSf(j4Q&(9Dvd^x(-WYBxW39v+-z!NXv{-ELYQW9ER`hNo6w
z8e?|ngp6L%js$j+Fd;+dAgT9y*9g#T5I6EghBCE`5qc#_TmoLwK8S1F;`MH9j$9u`
z5FisELgsj43wH$3C;pFoNm3jLEF;aI)1|Yd0}-qEA@GTI&|SuKl|9;e+(Miok*L_h
zUa7+LIGn_$1>*%2@xp!~i6f{uqw__Groa%U2g9GjP)v8eB^mc4$<XHJ@U{n6PjLMl
z)H5^;1-7C`=m)?E*ZK{jA81vRS(gNv<3ZOZ&sM?F-j-iM<AqIF-_Ss%u1k1%s{A@x
z=}pYEkPAs13ZMXsp{tFeQC-y(0MP{qIQeA8ROPl~3p6aYnonM;g<U^ANAr+Lqn8|J
zq@D0ElD~*V<MP1YrmwEcYiw-Hg)ppunVSWS-;mi}GK`0z86Vsqydc+!@lW?dUF^@6
zT-!zDTCnQ)UVpu(HR$<-#?@+^yo%z5@lxQs%`>b~=`@p9Y<IzZhhQ4|V8!@1wpAc>
zjT9VatdiQfbDsiT?7y-XJe^+4$$vpX`W-LgV|0Lf<6XHvVsAT6Z<*~NQy%!3M7O5Q
z4i_b$FOfMWjQ$7UAq&{j;l-c3yI$V21YN6qePa<*8Gi)wt7iGxA#<QY6E_X9FHvi5
znr2ib;28{1KRVMr!E#sIpX66}-XVel+y*{J<$~N$lME@$(E74&Qgr3OqExvy53tHS
z{0Zqx09kY39(Cyb@UI-I@;|n}dnbu;pHyp5bz*Hmy#Z3bckiD6JF5_hhl#vno!NEk
zjwwi{nXrSw!S(@;m2@!dme`Q-Puoz->y~3*1p!c3N5>N;2DA%mi1gzU!@{+Z*Ed4L
zfS1${C%NjmQO{dpD+;OY$CQ^iaGK<tzOnM&Trg2s9M1#8(k!ckE$X_5mKuS)Z{NOo
z9!e+s8tr}7b;&MXIVJR?NdqpQh(@YL_5}bdFn&N_ze+YW5iuH)gruasehOWHW8iVI
z*de?tzi*DCB{3n;vY0RzXZXsQ4HC1uwsz=8_6b`(6KdCeK1jQg>PSTa(jkQp<BQ>V
zGQ!>W4@*lG5rYE&L1e}JsN=3TadW+WE+d=C!vs|Cd3+xqS37d#ZRFQ6|7akN;V)lI
z5E`p8;Jz%UKu7`99%xiSb02Dj*NBTDc7;N#4vy~svhu@QQ7cM6Qdek6e{50rki<b(
zoO28PFZx-4z*yJEj};hK<4|u~3{79(TAMZkUC*C9dc$ce!wDG0AXnl-c?<alyP$Ki
zp^1^<CgsGvibYr{U<=c~3)2w#WmE5nYFFvBK*!~Tgok@u4&tYM?^x+aKPC#yUN6+)
zKeoXsP~WKF)UvAlxgSGj(!8i?Lks?k7tVghv=v$d&xxpLvvx;J5zX6SLP-do*02l?
z7XWG?`kAzWxf19M!t$C<6>Z6`L?+xIW=I?;a20)%k{}7^Z>Xlw)OcqVHi=j%5^0m<
zJNs@fT9Z*%qyhhpI)Ik_NqB}aKN38<(S%S<I3(Ry7^FkUwwyef<5S7?q2iH*)cIs#
z`u~JD&1&6v924S!bcw)%!xP=Z@5_&l1ymWDdH+*;yEjlfGUsm9K8D(J{ZJr?at&3a
zy1H7oG?YH%GCU9LO)6+rWbO?SAlluV6x%EH&ZY2v_!ZzlWX(ayd_?`8!YC6)&nbvD
z)nW(+iUQJ*I_J;Z?$+i)+!<tvTwWD<x(5&w?6g%lW*XKd7)Js-gqs)|Cb^N3gG)r}
zhTn$s?ri9H2u3D0SR-hQI0+9l&Wnad@z9MhISaPC%b+8k)f-bd*eRcM`T^p|U@17a
z8N@r;tG`8I_&_o=#@Kb}qD>fwFDtysWSChvn6D?F>sAR^{r8Zf#P?Tvr%u79XQW?q
zT6mO2h3+3moQ(YXIsNz!lvrS*o1elRJ?0}1hCY52s=ciWxxHZJ<%OzY89D(hf$?}d
zZ_LK<@enUpJ515S{dPJov+msveGN|NcbNCYh%1CZ_+WW0KWeqytYC-Kw}`7D5m2@W
z@Qv(qV9lU_N9>WuyFT(EU$lii`QIdC>+mLBv{v#I2k<|({EGpVaqNX;R1(=lse8hk
zMFFJX9faOzc|L4+;e4-FKQTC>qaCaI_BKxCAr$rsqrD(R(70-mz;OR`+yMj96(ZTM
zyb%&W=P<@m2Z5mS<ZU~HW<c;O_7=I5h%%F>*sPh`>xSeo>MALV$erTZD&KzOr+@7N
z<H;70^JR7Y$o0@g6e2ACz^&cpW{Wf+8B{xzo@&%vtGz!6jfLz|h%3yGA0Yb<oGoSZ
zP5WtwAg0<N7K8@(jf>Z(J$XWp%@()s>P`_WPV@h76?Fw3_YfSXD&>{m$6%!xPY>1*
zITcKmG3gRpFWM~`Q-%)sZ#o-Cnmlp9r{FD2CWHu_M#WU<QhhWT$DVL0$UVdXP1buF
zz`;Qtz_Q&r!o0TWeotSi+jNt3OA?+zalr)lv<jP@JXEaqR8kp`9EL@p7;GHKKiAmd
zXb0t*n8)A=B`Ux6=$kh0Ldp+{bPfD#s#&$HKNu9mSat39j;C%DWf+)3Eb%Y;@@xTg
z9W$^bsH$#>BP4|dwbdWzGTOfz!1!pQ5)+1e@Y7SyuT0j-I5utAap#alez!o@Q<+Uj
zMj-&9l&HL=<vHvM;69|HZoF3J{@Pm`I`V6}j&CSvd&0(Bb*B(MfTCQx_AKZu!U$w8
zQDZ6cS#5vCN4T@VXK=|fb0jJMnSM>}_68imiBorVbxo`@%;q%l0F_6$GCFk}3JMAV
zHYF`!5>nEVZ_G+KqqJyL>T_;$@}NM&!AdD9antIHhbDu5!8Q7T`L?8h&F|m8i6+PE
zGRzj;19+qcWwC~O&ojTrRZ%x|5idd8z)%bj=Jl?SU3tA5tEiu3cVpb`MT^;=r|Mmw
zmvLZGI0T7!6&-8PZn0a=V_5;yJmo{v#COsdIV<Vne5+*y7n;%W@X>AvjQjanlk)RB
zLSw>2%~X031Cl1QnIyzk90p|+HZ-Fpm&gemVNb0s+{ab^Xc4x6&MJTfM5*A-?V!;Y
z4Z)^|%*dcZM<&ptdnB52YwGIAGsnQUD$@_gZro*ut&iL>L=W9-_p02aGhg<-e_x$p
z$-{^ffR!YJZgsqFO~W$KAF-Ww-IM*W0YO+Om4qFd1qgX1_!;7HA`v8cUQ=_iI=0bd
zln;H{uDDmplHt&nTS^h5*_;FUi#)z~oDn;ChfIUzn22*V+9CqSL?JLT>Pza`bP%yq
zD9XFJ!_tpPs_?V6R_uKU$$|#YE$~w@(P-3QHus~sSB@cT!jmCnME4MJ600@jzl45;
zSZ~9(luGC*v)@0TKFx8dGPqAD2vb~$@gW$vgcRw+6~yQE(<Sq9;9(5ZP;Q};|Hm!W
z+9LIbJXr?0*T{V`*phgJ*8$K*7#)mB+mp6{wf)aI&l=&Gg>D1iH6|irVzo%<Yd_I+
zF3r$_=1HD|2!Gg<#7|E+dX~*J;=L6&)zdut)u$aM04?0^+BFU2rb)8UYG6wGd(A{%
zi&7OPcg$yE4}o^zCIQZv7g*upo=!=Csbmx?{mAHsJBR$x4)Lg%x#B;S`s?NL4Vdm~
zuK|KYbfEr%lrRUqkO_N`8p#o+rV4>)1NeYgs3h-)*$8=|V!#egd{{L?ig%XJA`yV8
zDJax{Ut|Is0lRYzH<AcrAdiF4)@CF}`fa={Vwq$#g5rrdJ1g9xt{mhC`Y|3r9*#kt
zT}T8+G!-HEFQZ>lk;)-Yy+hj=!lOjsL8p!kk;u=i#AdCcG7|L1^S;P4)oN?awcasP
zr$2e}{pG>l8zvdd$PujBy5+0(;3R|Be#*b+RaiPCJ%GxI01o=^+oIVF9?6%PrT!?z
zc!T*T&WancDFs;RG=>ADHzHVvXK=N2afgCP0wv+R6i?bs>a)rLh9hePY)a-|{>4n+
zd1FEoT4Ml}@_Wp>!zpyCI!S?<4&l=PKe*$;{_*eM>4Vf($;uY;6y*J1r$zshc{}wY
zFe2igqlgF|$*zFhSD+3{-u&xKQ7pSl9t}ew&x1;J#8e6+ME}<ViW@C><B{;h!v~2E
z%H(#W9eS3prtg8hDqjjSs|7h2pZ|>kg+$qNv-ZHlJ4sMF)fxp3o0HsalKE0vH)D$l
zT7TI6+S|-}rDrrkuh=i5Kob%LT5_*f1I`rT_|o?&vnK^Hx=?{(AyMl?iFmxqK;>#y
zl{GK^%v*3^FNKk(CAES&K&Hc0DI5Q|kO64|)P-x;<+OLB<S8Ppt)A#f$UEVruLg2w
z4@&zSu!3}H#}A1MP<^tk0R&kvN}ixJk1yH1_2su|tWm;WDvg2x2fXz`&eZ>Sa%Jid
z+A3)aXX?i9hwd!={k)Z=_iq<HkiXt6yzl4Cmqrq3TwKb;j+$;&Wf?#=qc%l7B<KG;
zqQdFY7Y$rma(cSo`obs-z94tW3t{3}gEfu<#CynLJ)tp7OjW@&@Fq~;Vq_j2L$(B?
z_rBy=ta2MJ@21-%KtpDTGc(gRI70K%bay9pd1D)uRFe-RJ~C#3M>YZ(&CSgf;o+|M
zkNwy+Fdu4}gqYH2>dBK%AxaUN{9xZzePxCgevyR;vk!kuyeu6xKZ9qG%$THPZp#vR
zS_vLuG<f$?0(n3mkL@e3ssI)<sJctrhR=r}`G%d0e$Ew3?XDO%H^E0ksD`8CPtQ+d
zuO&oh>e5y<{6A!!1yq&m_VqX2E!`3#NH<ESfC@@UhqSbGcY}xsh$5-d-5?DjD4+sL
zm(n4UQr~*-|Bf%lH-_h)GaO!IZ}$5<Yt1$1Z^3s0o>at@0Ovs}v=<;KA@Q2<yIJPN
z9nkpZ1N#N&btu1e0tn#*>1gJGpu@(+g$u<qOmC31G&C=KCe4`8;3CD$A`?kn0abK&
zC*%c?DLcgC01X+Caf4ABd@KRb9l$_Xx83p$yh___U+n+PXGpIov%<#$JhY6vzTj~I
zWoZ=3O_vB>3fj8GL!iAbWczOmHtoX&BoCHHs5pimXRgtx8-QUzP~Da2zu618y*Wv+
zgm2Fy0_^?!VKCW%cipNh0uTJh;!SzYg=DyxxG?kv2MH7|FlGQC6h0`qQ2rT|S|&6(
zDC1+IgXRL22nEccTGkw2!1aJAJtWfmTJ5Ls979?pj1;|0k3i;4@Jz(n1sJuOo&Vud
z(55ZE9kr_j+YM+1{mWwT=36*A4!&1DfdC2MlxS!VOUE2wa11H7%b<<VL{~HjUO@-}
zd?)Y+U_2KNQ_xf%M*%YEOjlQNq1-`ox$yo&^Aiq-DGcSKL{y~>hD<O);UtDjSp|fB
zP%8VruZS6ZINQ?z{={X})qDR5Uck6y;I$2W5%6RJ!Az)pL^(L&6W=-#R08D*KCzk8
zDoCTs{PnjIToTYZL*OT2p8;&cPzRFH(%Qc`ypgh62L2_$83CaH&^>T#S-@Lk^$!j3
zoX9vHK7UA(1oVe4_)n<9L^oHM%GWPIB1GP1FvY?k=;0)T6MPqo(4&jrkhD|#xbpV|
zG7I~yd*;#tAj`p_2?I#N-c7Pd-+QBIyXQx9OK{|fKg5K30lG*?1X$Y)YQBTFB0%Pi
zb|)`3h!Nn=bUN(%%*NpgM>7}zB;1z~5C&pt0{n0v#}>&oIM<-0@8)foMwfY$j97iZ
zm)KojI^fE0L;<}BoZ(RV)YRWJJciIah<8ySOqhDhDk{jpq#15<mHf4|r?Ofw_kd5M
zl*1>tL@Boi+-V43)eS&5|9Jz6U@AjHkqF8MnAjq~DxjjYY?26NK5*aQO_aQWM%B&h
z3N-}MIl^ZGQB0-w{@C<FwSo|1;KKsO&P2p<_4aLFDM@LHL2@G4L4Y5@#mA@O@89xs
z%2o&(X0yNpO6VHLd9EG;MWF{;&DC~rJU;~P6D~k|72sSRuP{p<8X5}vrcfUJ`ZXie
zK0xSvT4BLX<LTjyxah#+3I=KOuYV#)k<izT8$&}cGVj6z6`^2Jp}wif0;(p+35cXw
z??Kql@CtYw@cBfPRUprS7N|meWQdPMzq7;=P1zv?Mg@<YqG^^RJ2f3-50qf40yA+W
zELs!z!Lv}krdHT^1^Ll{HEI{!_D6m@DtIR#S06)$1n1R~mnhsnFwxHE%=P~s3v$$X
z6rlGqHy5DHhSZ}F=Xx}07<6HM9M3R<iBvf`IEY%DeqU(>R04E6A>9k+h!M>1uG4#X
zEW04G54>K4qymmTOk_H<?`vd<wFMFcJh%|HAZhAehmkT*74DnMmLAP<6K0;OkL)SH
zb~A0yK1?LvBcgQHgp>&rXk?|0ne^}pK?rb&L#!zg4ihjC3vhPU!K6#Q@R^&3Q<RW)
zw<yC;YDG#31u$9SYZ)4T@^cIa@+g9EfG^Srcwd-`2-trukXIgmsPH4CJ?h%M*HT!q
zN<sx!m!SLQ`pD1l#A#q7SBt9yn6j_XX}2ez1zN<s6!BE=gYN|D;sm3DI{u755zL6U
z4;&4gs<+7%kn$XWv{^rezFp_x2?x`KRnNE_3>2XZjP{hM=GUZ@fYu-EgD_mLntd5d
z)7l78Uyz@mqW6-M7k@!6h5`CBeA_~Uy9E^$6%Vmg^GD@!wGcIzj7=B}<S@sOdi|wf
zICk(?7tE=3Zdi#HH`f8*nI4g*Q#}yBzZ|Ybf(CE;;ONMRz#_Uk8)0_}MiIRv1EJVQ
z#5E2D0!u_f)2q4^6?jvimw-zie$Vdl<JRqq7gS;xh>Dt!EmDfz`TSrO2Gc&bW}j}l
zL87Ji^YrFa0|_8~qX+sm3h%42llMWqR!7IU;YS$<I00c?5fc+rX?Ic-if;@oVj$)q
zo?-~xspxspI)SakZK;nH<`q!5fnvVpkraKs3!6su9(P(dGpUdkA>MaQx<29M*33B2
z^x&vj@*vFo^PCw4sXOFu29mjpJN^Bl=YnLh@chB=CX}dHzJJz*>9VJS4z%JZD4vn&
zB<QWSn(wSj5l<bhuuTq#E6}{FkO*_)Wud_d4Bt6is|J%-*x+h=BK2BZG+3i+<uBX`
znpD?dCJ`#v@&2xoS;EVAoltZnfrg!`fdeTmIJW7^sGM#?z!K~!G{Q>w0yXODX6UxK
z48SB+3J5rhx%X*K6B&R2?ghL?A3uH!x%<wlppq7`nZsk9AN3jDQg9|(wITp_1Twh;
zt$&iKZg!Et5}p_e%+bTF{!ZZhNWhzhvLymOM{Jy#L;`i{pT^L=A#V(%0yHQ9G6b!n
zMh$ImbcX}&8q`5FsPCZW2CC!hlrHT3(%G&5_=E#AvMeLCxC#c%1VeL)?@U7DS$JR2
z&(2*ZCJTmHU^@kyqo#BCZOXD=?k73a*BPAuYr3bU9pLH|h0q|V#YmhK&KyBAif8sP
zK!r+(5^i89RA3BY@d{oY0f8d?z~O2Dcq&o)ptX)UkZPm#N<<$%E-NhstnuxEkIR@Z
zyWW#FfOQ*8)h}Cx>I}<lz8flmDGX9tisjfAcL5Fxqt(F-i>VI?bpwo#@an-)GyFdH
zT~!iP8sHI!0u2UL$Yazu#A*_+#;yQI9Q1~?OV<T?D<irW;0%K7+slAf2t%l-L}l^{
zGY`?^x1d2kNdI+jFG@Epvr-3=uJG~UBsg#dV-p+_anNk4_&LcXAHPUX|K{t09@??E
z(K&O&_-6lG2*!a~97<xM)8Zd*q0$M1sxH5(%1ulD5quGwJBuIa6irmB3<&ws9aGqy
zF+d8wj`miCCSK|4qeqXXU9HhI1i5=4F-HlFf!N7$XHaK!Djb;L2Z`r}!wTWnczRlI
zo~1$f3M5$gD^_#W-rn$$8eik_0R%9zApo9H$jOLL390=CX9OEiuRw?dKNI~^ls-s=
zx2_VZ_wJTHcjeWyB*Wh$!1>QLj0^@~grUl>^bd+`B)Kxt*7yGnjobiC35mfFQp@`|
z%IxF_UKAX^33zfXbbawzaO1$I1j*{8CS8jFAV8*|?rp*~T+I_9P=7$=Br5tV@Cq7P
z#Jq=Sf5pFD*0AomV3$)<+8a>b1Op-rml6mR&_fVEdRiJ7i@f9xMUfP}mc?2ho+|;v
zEW>c0kYrH6pT(S&S#ikrBf|$UIUulP#B~6pAArL$0k2#0O+QQ#te|lC4=eyG6E<kv
z5qb$UH3(R-&D7=VS&>Bse0^$&cZACXHCnVbn!rc_jtscpMb><PtyX9FnWjRCJ59(z
z8M)1nYveu+*f_wn84oydnTgq!hgi<Q<VT<xVC+C#hX{5M3~C$Rmq5*&Pt!M*2U-c3
z2rJ!|RKVyE5_AcE9E1pkBsY;s1E_z~jc($EM-6p#Fw7tXD-MpM;|7_@f<Frku%W~S
z;MF6o-kcfqvIR<ezr;@q%aGbQo|?N*saX0AtZ6`}EHrzVO*OcvLV=8Q;wb5Srfc`I
zdl2v+WCfrEOzla`<3h4a@Bz0fXcX)YY$R5E?cxY+7-$4+S6e_bhUqR1MJ-qZkgycc
zsx-2`62Mi8*mI$9g);Me+cuW6jduWm5tR;O+=%}Mu_}UB4pL92ys4h>1R$2AWAL@b
z!mWkCvEV`OgCERVAp8aJkwxAHRJg_n!fFH3B>0P?oEE<2!WoRwWc=m*$AMgAIR%uh
zAa|po5V#~1%%<XZxPe0p--zhsi&w7_z_bP(X==DS3Zd)=mMe8&((pSY<UvhMk&|QS
z@cY=+>D{+7?q7uh1|RG#34a_aIN@gvZ3_rGO%}<gHsp<WvcxPPbAcePz#(20cnT2>
z%QHwmY<XNl3Ut1H%DEfilR$Nd@H>z|7{c$^`3qrMbHGLIW9-6Z7XHbK03SaL#0hvY
zH0eh@V5(SIiH6S$9I8|Z-Ub9V=%pCoW`++wg4IJFr6Ye$v$RZzPeLVzmZ&0J@H_;R
zGbA>ia5{|^6;IEK2^Sy;3gRcnFn>~srGN0148(eVe%peHaTw5mOaSGaQwP)OXBJm@
zT_D=4w7C*TheJhwRa&}j*s6TOv7Jhh7`i%IoiH(FZIIC4>OZ%ogE|hB?SzW=f}{YG
zNkls4o8H?<)sLurAl5L$LnTlo4bVY_n1RJBw6w7hd{gmaqTzLh;s`WDy1f8;ir?sP
z2S6!7!{!V*a&Q2`^tZP5x(b*=UdaZ}7I-fAHFqEn@VjpZKMB&+3j>+HnN^%mo)c{x
zp~>m!e9wvg1EB=Yd)Wy9bOFSJJmbx2_z5(&v_SjX_4O@bCOj(HhqKU3At11MWB>yU
z?|;%N|D{o6u}Xh>`oesDq(F`ZzTg!w$ZJXkNm$f20@!9$_qt~2?Y~aY*n`kzJ%o>f
z`w)_IR+``6h5|kT(xq9(T7IPj)2^-u4D_hfV1B4*afykybsuHoK|mwFxH!(ui-;;x
zVRS=$@RxgqzX^CMA&(?D>2<to0jWK-j;AX#Fn)!MgZThVd?Ea*Df0msz2F?Nsr~pQ
zL+1i2ASjg(f8q<V-WZTp5Hc(@35x23OeN_5W0ah-<!^1@(F<<#>PDQNMQrT)6u^7S
zx#s=sHUOE!x)=6077XJ$zj*Q**5bOf9Z((a%pvR=WM+;)))4Nk-y4X5BcQf|OK?8+
zBN$i&0|ve=go|J4f8>k|=TLq<PF!O)8QjhZcd?KmHE;_Y_Wr;%4Xq!1%OcQxfJsdN
zfTtQ+=sDM(!mErFG-cnNs07yi(vanZfhGlHbpIbm<6Id$ugG?sKqjlzx(ef_XR|h|
zb!POG4`BhzBPc3~k)JV~svX_k-CW|M&mdX~-YMuUX9Yrvt2AXc4{5##8fc$D4D8P*
zo{D);{pFxgxFs$9=Z94?LT1~S0p;a=adF-yF)nV$#rf$U(7_R4FeD}WVBUrV!coD#
zL2o&&?txDMWcIv)f%$H13jugt%b*HyGM0?meFQNsRv}lQMmPK&n7@E%^%QPbjVuLt
z)hF<z-*$2;1I-!1xGaMXV$-hr{~94{>Yd_vVRs3FfCHH*>w6!Z_G%!op1|}FaRvH<
z&mMtCr>Gag<`Tr0Pz@juze^aUkTE5z&cbe!XK&uzLwxm6N#2Gh4kE{Fh^-NxAY_>d
zgnHkgSP)qc#*3`*nmNrJVT>&aGz_*6f3cz3J%KLvwxc7@e~D77=P+!s<e(x$vF%lp
z$E#Ub<VJ2s3Bo{9sZ5W=Cm4(~bBbx|%1}%KK#x&{0Efg%x&aVF&{?HMtHaz8++eiY
zuYL#=xqLBAgztTF>Lv?0-k(Xw3P>uN(u}x46AW#C0_{~SKlEUbAp!bhcbNT#<CX*{
zv;Vj73_?-9Zwi=3;S(Fuzl2;G|3_1X{^qoe1hPi*pn1bsN%c|&;q3j7a(eJ#>3{nd
zsgUp&T$l*4nFNZ*TA<K0%vpl+ye|lY4J;IL?HIHNwcS2q0Y@<uh8X3<LgX;(1>jBH
z+$%X?lU`Y-CN^>!aI8We{2iDt0zEkM`CIlY_=pw@MVcV@zn51dSgmU+7T~<=ho8O6
zUb7~g8i35mxps#aK!va=;pz}o<`1AP!^8=<$&Wk}gBT}6HdrR;-`X|Y$S#@W&x3>E
z_lp?58ozCV#~-ZrwD4?4kRsVgNat*#zk{n3F!u0nBU+@lH!O$2hIgda4&39-_@^*0
z0P_nbRQS;Gfp%|*c~eRXN&AA$7>1@W+{vh$KT_ipF$8}fDBaWUgS-iN#^5(sH8EiX
zEuEB<)O_?y1ytx@W(D-&ji6u{GCYx*2?;-f{{WqA&A$<5?;xfvz4o4^wb8&KhMzwC
zNml6)Yav>;zEem?!?i#3k}D8Mp&_KwoIPh0<6`8sB9u9Wf+S_U%E;mwaH67E!N8Ab
zAxPP2rP_Qpff#K-6oD=YPJ1SJ46PGE$brFHG(eK94Yp{ANy_0Ughm)fJ4k95aEqkm
z<mdpn2=ecUG8Tfop5L322fBnLw_tVwZxVD{9iS(}S&3vyzbd*G=#LzNB?ydtkiek%
zmY=T14%Mx#lHXH{pR}*<+PWbaMvyZ(nPsg%T|vm-Hnn!E0{J(`a9~;oQM^|J{ld!A
z@NIpTx#ghNQRlH6EoVnSvQtDO>q~1h^l+{QgEc2Y0S<woR-x~z+E)N_GUjqp0XM#@
zgt3;+F!?^*jvpRAehtA2ct_#em|va8gj{_7*LzS|BZ^DPJe7x%Hgxvz%4=&y5LYd1
z|AA?9hP1yJe2(WgH*Xc-i(prLo||Ka3j~q07l0Q9R}e6zkojyu<yH!nSk8(eeBwZj
z5-HH~@UXPD#sb4(U#YS!4RNiAK2BOj7aYJ^T3Y5dB~jQ`y=CBHCgx$f0iHiFy(N$}
zEL5|d|H%6I`Gm@I%r;l27FZe>SFp5Q1<u4;@rHGWyDYXDb}JG#s41zJ&QAWqA>Q^|
z9>fp17$&juASmSl;7Bc}%>bQS0AMybf5NAi#nCZ3#5R0wA-Ur-D+3$^8Kjg%5E%t^
zB^Sn$%flxsaF(xs!vCo6BCLzZw-AxSgXA$D7zRO}VS=mM&o}=!GUEd$1`@MDUL%y3
z;0_5|N&MGE4uLuF89~qyEUs)`U+5w5(S<9Imcix>64Mps%*PsFae|QoOFBt#!J3>!
zK_i($6uUFLW&{;+@B;n@<dFf&CJ*bLA7L~O)IqU;)*;Q4_pp+Q`x_+R7klJ-mVAI>
zWice$SEr2l@WItsfO)p$P4vWIiJ;SDZT9*C12JfPYdEsX+9>5tQ6H(Rsc-svE*pqH
z2zqx+{-lRDIl0sTEe`psb|Ha8_~WijyXxbyNj~G^W6CdHp)v73gr<C{fP!{|X$peF
z>=x2gC&4gVi@kp(5}xgUm*Hd}HbL*|3hFvcEEZlEIm^4c?#7Jc{&JOoYfJ^EXk7pc
z+n$z$o?xW=)w#uO@HB0Ef+G?BZ!}A7O^uCm6%)diY0htB=mkWKK*9uULo^gm!ba9o
z30K5{Fam`dY}U$p5&*+a(3pqleABbCR4ekN!5Zc&am$bfhN~AR!@-BX)2=aDK&*tO
z7!(b;7~&SMt>!%eeKcdfW*%<sIxj|txw(k(bDZ28*Rk63DN@MD-e=I^y}7fou(vA9
zl1)dX{)A&Uf>b2!mHgVk&ghs9+C+{$jd(Bz`r<Z5`7KObR)a%iPYXVHDO8gfnsUo#
zW~4iL+;xTbii7%_x+*%C@DY+AxTP3ir5$Bj8bouK)kOjk+X6~oCU`v#S5iXa>u4|r
zr9^mx9;68y8zn%vnO&yj9s=(n5_^U$4a}p#em+@2ZEJ5K3=bP23}5r7c{D6D9IeBC
z5PM3vN<0?C0vih*-KY1Hc?nk<;3x%i_e%y28&YwPD(4v~(mYkUX>z66!y9MsX0Xz8
zib!uBmI{uS=`Fz>#LqQr76wNH!f1ncw}!;Xq^0&FlG=ejgH%DTb~5`e8mrdC_dMxe
zTm?q5p%W+Zi0#(IS*F$r@_VYC2Mee3HTKfempg*<pW2+uZY4jXm}Buj;^9&|Arz%1
zMn`pJ`%=g!mqu+QJi=u#0TPKDtakf4G5JP(aOE%JYEsxo(6?ww#FRv920o_>fUWCV
zf8*V?Fgw*z)ex$Xi&AzQ5^DMY`9cP%A67SW+vvk4V0oJ<!=4|KiUXVJR@vul=`6u9
z=a6i_SU87jsl6}GeDkA4A0WokVHga7bJi-N;nC_VLHX%&V(uyt24Y*atMpV<eQ{HX
zG@qWbkEDuQ-{tS9ycLsJ!~fVgV1bG*Ib`j~{H#kir}0(@sf4sE^<#=97Q#Io4pP)=
zk<-t~aqKDs&G?Yy<l(3IgP`T==~?<^j6li{+EbCqcMwTcUB#8R_LYPx>TPci%hI%D
z?YWEWy4h63%au8~zxpjKvfgL`-r~njK|~*>#JjA{xm}H4!=c4^&^yBA_qc5O;JOq(
zUx(PETVYHO6FYtl)4%rEZuQ+4J=AACgJ-pMZ{$w@P(<eOc?X(^(+QP{eP(5Qpx7&>
zMhs)|Yox?jaZ|!L0zWL0N>+YGC@h$fJP0>mKX_kWl-u_217;Fw7!)132y%MXFxYsj
z7X-dV7-1q65h$^6%t7M=9Z_}db(CB@Jw?xp>x!w0b>a5e^nZh@Xqp?LValwVY}4e#
z;3AIjDsP)*lj3bmBCfm>bMBaBO5)_f!|B@le*LNZ6*6>BUEY0nEI91uS2s0>vCyR3
zc45Lo|5j%IdoSDkUSws}k&3Mm2mAp6kKdZ8D=2hu8zR0~WP#yGYDO^}Kaj0KsP?(6
ztjO}B+?~y^TWmOc!qTD($4uLmbj;Y=O1Q1#W$3CbA=S0$i912)C@s<N3S$P*Z&PtP
zYdk}A<pkukD~$vQ7K^mC9vMfRJt2NleHSw_0_7(SD<8n}RUr}s+6KavJw4h&a%VYZ
zE(%je?cwBjtaQwT)>Z`41vKPL*sJ@<fCixymOgC5HreAVHEnCw*V2R(=&+mqw$oSM
z203<8pelmmqobpTZj3*2Axbg<G*=kyN!^)W9!N!S3bwY_AX7Q;p4|G}Vs{bbk!X+v
z!n)V+FfHRM(WFW4Lcs^Ugpg&GDRHzS|AG5~G<5xRRqW2-K7j{aNM)MvC?dl^g$Lv?
zoQi}O0%$6nZkGtF6VQ#juuF^hpMe4{(o?~B4XV~JHxBoG*cl{zRJ%TzqNlXcmu^n8
zR(mUtm#15ZvZ6cRyY+pe@pOybZp_|QYgYKtd&ixS=3=TD-MZBuZ_wk0G1m0x?^^Dg
z|8{QzI#Z4I=Z^nL+gKTQS-H9rVUKRG>^#k@sYB=WOdp-y2fM4bF=-x#vNl2_gcHYQ
z8aC0jMV%c7T$ptWGu$0Mkz~LPKhNEGu4ptDGO~3qWXCc&YR2AfHn4cYGj54f;T8wE
z-jZTYxxL)PXwB0%+Ye>1jEQqLd_zRU#IAzu0lM}v0%$w)p~D@uf*2^Ye(RYx^SDAt
zW3ENY(X2*pR~vG<$E|tUwfF|yx~S+!=+ycDa<BBF$;tgWVKKaOFPClKXAZ^ypznC|
zpPB(TzZEJOs2hMNs|>ddB#@%58Rh<uZ_$QCZEbtI55_uh!MH+snIU>I#Q<s`;${Zw
z+eX934mEQ%IWG^7a3~L*G$6Rv#nzRp!=>6o%u_`P`sDn7I1Q3HE4uI@K*U9)<Aota
z511D!tp}+<Vy>IB0uX5x$WcfD2M!hl)vZV({oPSk0T<dEb0??3?vyyk)W*>4>19Zh
zP(l_&yfrB$BxMmCw6TcX0r7O2{VEun1Yew7L-rKZ92mkxDh?o=Xsfhd!o`GLzrt4R
zNJ>`S=KUKFTG^fFCk?FXYM6s|9QuAaFYOv6){=Qvd?0C{W)AI`z*sN#v*X^#DK8DL
z&LR9)pHwm_9`qhV?sz}ie1`!yd%hxC|IVnO4mFef_dM#6G2__sxA;%Qp39HwMP~|A
zR6^Vltg-PZTrgqG`YaJangJUzCnky7Bn8vy*7<TdOcNNAm3LH8b=g>wKE8$p|3V#?
zA2yyfh*wN5#BsSxk}6|{F8<9K8i?*+$6*;BQk_^E9O2PHrH9Xl$h96$I{G*+4cn!U
zDH^5|z1G7D!N`4@46xb#{fqM20T1sm9|h7UTP9E6@St!*8DD|=;_iI211sBS4-aA3
zKf&XU%e$yvqgyq-9*w>qO!Tn1sc|0C$V$-ML0JN|u=tI_<|vJ6Ld6sY;^?~{6O)r|
zr(M^<ga`~7po~5eq$eb?0k{uf4kvGlUr939)w}Tu{qr}$?d0)lVg{d+8=&SOiF-7C
z?uXTn@W2|Gfatw&;vR#8ZWlI}Tm>^Q_>kHT!H3Zg!r33t50+9?nR4UpcA$^udlevx
zl!>q~#yHb(E%`%F83ao~W!|@oDTF!_rg97aMW^mpLB10b4V|sNf1^69nUDoI$VM4x
zz=Q8}xHom^DiY`=5g%U+URwU5ev|V}<t%+wa#ArR5byJwV4R&Y$Id#@Z2HG@!3@>X
z!5te1syXG)^IA%Yi@zGacck-=eKqn4O)Tj{rQ5E8ks_Li6lI?CWy7e9l#_U#QZFe!
z*74y-H?ERF`R_B*F76UJ`>0T+T+@cG&ORJ3J*Iir#*y`AxBafZcDiQuM<?6FBccu6
zpKizelAVikZlbz0X=Rq8%$4Rxkz)FE*ch_+q$=b(?kG&GX&5Y1;z3H~PL@nWzK4ME
zbU%0tMQ-!wmKFY3^<g`{CHHN~;(m^toH-V~Yp1ffDqiA;evBjtwPy<3?gC`L;aXT-
z@*&j?gAizKo?Kt9?U(_#IMTxWK?pH0bnZ4R9-LnE+5!a)PE%}fgz)htX{Sv>f&)11
zjyj@{Q@fSX*4hd)qVp5Fo-JnCY5b#@g);N6Pv@d`wr?iDkOmQ^L9zgL*Tnf<z`ei{
zj74yL_ks|!wgrN1Cp0X7fFE@z^&8fw^nm`8h<^>%U0ea-3IMC?b?wG{IO&6J7IeC1
zuo>ce>m6V(!NpYWf2P(^>dff(dk}h)JEp}deCb)D_pAA{0}p@7L~9~m9MBk<;L#7-
zCP!>`>&aHqOg(8hH+omXtI5$Ah@0;ZhwiN5e|Sgl<9s)#(b&#`j)m|rN;iYQv@2k(
zK2|S!JzX}uxs}NnNAQUdR&$!r6P~Hj`@wi9EK+IrAU~q<FEY~n*IaNnUy+IMk^W3{
z+CAydXHg>Ye8Bd6?3b3#^Sr<AVkms&I#m>@))neQOMW{~Y0HHVyUr3lJ&IF5L#r$5
z!)iqpzp-FM4~Mqij&zFkUtn5`C?Zkm;Qzv?N30MKXgi#&Vq%&+u72InyD((sG0Dac
zwVpW{lJ<f#ypWu-LQE&#-W)Ez$D0_aI1Ey0pTne)`i9Y2YA{Qf=8J0bDA3$MTN{_t
zox;zXz|gn9`1zlBKWt+QCq)O>7Tm6Mfp>8(C2;fDe2}HXa0(-7ZtodS&=?o6N?}KB
z#8d4W<GaC~Y%u&lw#C69@Wwia2~4*-LH`Dvj>{?|p*Zvcu<3$KqmE`=rzN}5zRqy<
zNwaB}m9_O4&-)=cKR+peSUT47N=p8;!z(DEby$82nMWAK1L8LxBm!toQ)dj*)UB%^
z9tYbm?#Z06qeet=V)f!7EoB85MySQmNA3I+zDY8C43asU7@>{E$S$GScbD8ZQGb%%
ziV98VInL&r$HhXWV>l_&PhX~BHu(GdwJF`pc~PIY_JnWpgCsF(gzF|t$v}9i7&D8s
zJY(olP;`a&2fWM@@d&0_QeU6$puH!%uZ>51CF!%1ZzXMy>wQdOjJi9Hoq1LfP!M%~
zsc6)P7jquQa$7wr?H+3V=mKSJy+%ooTKlCZvfQvRwBkFz>(4~qaK?i>`d9kthZ2Uh
zxe0}-uf+0RwCp5P^Fy=Ym6^0ee<E0F-~G<H*}(9+np`TT=TkrP*`L%LdlyChPL9<&
zLpBmk-C5M?{=DR5$f8@0eX~%);IFVnEfzZ7``?n_VMjcfpnL1*aa|{6L>oP*{fqqU
zV7iWMGKGaGit#MU+Q(q=SR*EUfVJ(Xo$}u?1snh{mY3ON{1A$05fA_X%OorZ=+CRC
zi9&fwz3z>6!6DbNbaae|whWn%z*HYuHv+>b91uZ{vM3%Kq%1r9cfwJ4|L4X-NgcPp
z0Q?9HY#Zp$qELy;ijIyRkOoJ%_2|HQ$(BIEuX{k$8&;Zvu_yRv^KE}&v@uOa{mzb-
zhz^fRzEIui_pHV+Tf}Tr0HOr%vhNt_zs3+-N37g;!b)A)+0#Q67sOepYwuq!+cg@*
zR`U;cru@f3UEN4C*`;8pDS4I0wO3j(Ps*42aah;_sW1`vy(>m@Hp9I`4#iL*%|&SI
zFKj*v-J}1x)41<KiiH!x@1}ULK+#cwlRH7G#lT|ifBn7;Z)8~s>4Tj;6}4Bwk5t>9
z!YT=04SLsRMw4rNC}ZMMPE5s2BNY;VuiqxCe||(<{Sl!mKQkV-Jz3n2dAA=cC%V3D
z@HlGyNzOaP3PSPixps(5Siol&*2R%S=uFK&Bx)F_^$TzW7WR^$vQOJ}L49X~#{ea8
zZyuX`+a;#&CV0mYwxiolPY9qwb-3#q8)^4uGFY6iC=+q@Z-V)y7s-gi-3U`e<bVYa
z-<zL$T}%$;@V?{lIG<aPia*dU(y@tu#(>YAwjQ-K4#pDTspMZKB_t?;?ELthrn0S@
zATM9@IPt3CO%xOLYg*;iq16G7g-HYX)eZDJj`#Mes;ek&(X%R*kMF*@NqphaFJIeE
zq+2)E=y6G|W23v+^;`3acyW&Y^<4eyXmR0D%pb5&TIj41rtln{hTQ+u`S(vmzlL<0
zOl{)lrxz>!t0n$Shx4u@^&9#y2o52!$dNs67*<{h&9A&2qhPBmtu-3+<*oChbHjKK
z*|GV$iES9*W52i@q$1M}Xss@$oZ*&!o~~hEF(mjMZ;_P#`-L`9U_%_06e^^Ie&h#A
zYcl)qo)3%uRcU(*A<YUC;fceQl<s4YfDvvZ!eZ7cevXSr+zG04Qt;*J+=zo{-vbXn
zbo=n{tNlUJp&J9<->rVt3@^gl+uGS+Wk<-F%nJ@tWU~7GKg<z(`=S9J*({2;kqdJ%
z5E@6ICEy<gs|P|gfpruAOg!cPFQPgKvi}$s*6}igr3u4<LS;_uX4QpW$erdeV%>mG
zK!Aoys`=e<US7EG1#6>{809w>!sXORwWfvH-*4PkNYS5JibZ`4aAQV=@GN#t_LJ3z
ze#u}KqTuN5T|L}X*)1iF_;ON`l&_K-T3SGP&GaU=av6it43Vzyb)7Uy6qa4_hSvEI
z&-|&6!s-rDzmW~Pf{dZeDKXRF3T$IdK76jh;y|Q>)vHB$1%m<qwLLY<Zfb{vJVR+$
zU}w5S{>ecF8LcESP%*E+B=J;uhjkplA|@X*FTnKSvie$HZP|Ou>Stnd_gK6dqGk<A
zbbqFeZ2r#1G%ru&eX>{1WYKcf5<59QDNN){j>vS9^4|74vmoq!OkhSLyOLmMpEJ1L
z%#J*0pLV2V`;LJXous6ZNK8Jfe@W2U2X<^QL3Io{BC28Er9VEa+uQZ;i8|(`IY9_Q
z5VF8K4?g>YGYi-!nIqUm`oE)ajdPxS(JwcCFD!&Y9%s&{pDe^}Q4dPj0?fypu~X(-
z0s&2R)nZz=n0&krpVSe(ZY2m1*Y}Y<iTESPO<8Q}kD+v;f1B^MdVJC%=aUzr-QIn3
zi2lhi>qT=VJuESuks+MHf_WZwGZ^Q`>CO41ogM6Z-~Z~4*gttMZ4zEf?Z2)<o`}6(
zt^S_JF(FT$-n+0fXxzs~+Vf^<7(1z7OV06zqSlTq2}(;}J-6Im;WQK$aBy<;<eFTM
zzDP1yUEb>WvNU2BlJITjqr})>SF+fUlZIF=)AFtpf{?sUiO4Ql&E&WMxrv{D^m|iE
z{4>AnE}Wydn6UEN_8M3x|9(34_&pSAScZg*zHWF3JR;M2)gE;n26o6?7;IPv*ImWN
z$6?PeEhi-KMD{*@jx0)3MRM%mnF0Y@>g88tm<N3}cnS@TrwOyO3d8$|6x`XgPaxz6
zjvhe1gLt_MekH(AzB0WX`1vKW->8t_6%4tSkX?O90fFE-krjf-Ukgz?vxy|f)G3^}
zckixAKX<XGx#o;a!t`UoSklsxMYd=Y#~8(II1?<p@l#HFesVH&XPNMh5zmt?p(oj&
zQNsg8E5FQ1lGHHm>JS|xN#pl7C$iVXlW)b2Pa@~DcG_F26LV^c8DEPs=6o%dBP_zY
z!s1mI)lE72t=KQ>-;13#qPrJfBOCj6CF@<e6JO-~OtDcTo<$@7Y>9K)uKE}gH;zkB
z&>s)oGQepG=b@VK@|X*K;?+H;8@AYrE^@xoko~|A&w_FRNBcdAq4zr!rdCl%V0(%A
z$Ll1x^LfShRc+;TsLdoPNl2&GMt}PKvaC25FMppZ|HCip2GMnT23L7xE9vnbI1$#g
zj3s9Up4qR;eVd)9+&1y!M?XW~g~ibea5OQ)LN2*<ddRL8FcZElX9|{%GQ5wd9H6%f
z`p@V-sA_1iRjRJAFxYpfD5@*XZ=d<xSGPj*{yq3Kt&pEYQ4v6<DYlz8_>gA)$#ZMC
zo3%sNL6Ct-Bs1W(8K4zHha4%g&nxhEBkd;5rxA8!aRFp`Ay|J$YFwbzd@Tg>%`VT7
zat^^~A)6K<IOSjb@=2}Y#OPg|mm-&y8x<H__|FqXV^rdkWbcKN?*b&J!0f92wIA`N
zEPf|s$0<x?S0m)+u1CN9fJZbHgqpmGhR#LzOH1SvtF%7OdD@<i8LtdxN*n5n{Glse
zwW5+cDk4wniH_%dudHpZNpaV<K3|TA38+pZo?LQnl3b^&!%U|VS4vx7n^RDS<;=5u
z7t!tJ=p*`^naJ|V8Ptwk3A5=`bd+?dLK_S5AEm)i4;0#`LC^WW{tSFf)G=|SS6A+f
zKQWZ!!;mnRs|ZhN@bXNf?w-R=S^v|spCRZ-1vDn1FWGH-p|pC^jh0?>CvzbmuHkzj
zKf8X}i%=NIvj_-0EiXKQy!cmX8#s?@%ABl|3{#+QLda*J%0e9Hv*m==e^}sjE>U!4
z;6DOeUnRNGLdT%3>hiRnB~LSclDv*HyEAm8`~VP~4Vt@zd9%M$77Uocwu}9ELMu$&
zz^#Q?D066;V_uh=@;Kl_@5UOD@*{nK_QUR*gVPJ}AR`&qeApLfTVC{6y(cF-CvZ+M
zU&%#ZTzs|OMRg$SO~}T-^wmGcjGdlt5j$_G<^NnX>-*JV8`=x6iw9tH`IXC$m8&>;
zQLOWeDORvaKQO>F5I?{*#wcUOtLi<|b#^7F4K>OUjTpamcDQYAJUxfGiuYWXS8J@E
zb@$7)r|#@npI7KDHk@!)+{#@E-4y%_39V24jD@VVd7l>^Jkg5j=*DwU$NPRgcMNTX
z-}_tBp59e__g=F+6#{bU39nwFmUS0*<sK?N;~1Dg9h`-ns_ij--1*nC<JY>NZ|WOK
z)d<0wk;S)KTq8e!N-nRedr-;4z_kzXbEIJE&T||+hy>FpO!C;?k`ZRdLFO7%CY9Fu
zg3wUxG(vI3KhxkGgax~afZmP2Nt-~?kb8?1l4!jYilIy?l(?AP<apy|=uM$;30Z+J
z0djy5`7krL7J47Y9rCO=dmjIFm40_s4cgoo*)4I~T|#s_7o6-08q*D?^;os<8@Wzf
za$^^%ET{f{bq<BZbxn-#`B#hbTyQ&A_P8WY;sjYAqBpQOHeyY7{G4IRu9r5&z#Vz`
zEwudKT^$C#{5DQU5_$>MW(72?mk;Psj5*~lTbVp9=>2{8Qr7oeV~yoIeqE$72iLJ2
z_&m`+m#E;b`vq}%=;2x~{%uIRxTz%{O_1pCeL5}R4=sUncn~os6RlZTZ?9h<h%z8@
z!7dmGC`W%E*8*-itOi8P?7h8P4)=N|CMMKeZ&*ij(8e{=X3s<knZAf{TZC0(*44<f
zAHPyEe_7)_yWo^&%lskv1;<XCH$(p;lBG=xa@^ZLv%ZSSX&A|H)!NfKJuKwC@>PK=
zKeRr95C8ccHI_&Bu6cPu)c1k^>m8DZakh)BM(%m1%};tIzxocBu&tea`P(|&Q76wU
zd%kv$aSR9i<BI-9IQmL+(VclJwrhE%ClYs_G!&32mol2rNHq&Q*PAM(iSK<OU^<~R
z&=4Fh(n0O3M7kGa9zf~d91>GvLlL-C=o5KjA^P(A&1V|lYU)u};vW_i=_q<MVK305
zl_)>@x4$+NP>C0toKpMKLP>LvL*lOT$$&~ypk<53`1hh=?59sIKj>P_VsheW2NzRm
z^H{EZ{TWd_6|hO)=~OW?_Mr5UkU-Y(g%-b&FD;BEiPLk>>xijsnXxIvZc1bEadJjM
z?ET0u2wLVdI5A|7STF?ioE$+(1-d6J7!2LwYj107Gkf;ONBBEK&7X{ZrG{ykcR~E8
z&QO{&vOhX}BP|CpNwAsjdQrQ1q~}n9;X}hwc&ksUm3{VjKoQLFRPv-h43Fq?g{jHf
zHvN>edrBWztv@bYpVy};-ea^fkope4Ry7<Rk0<LWbW``+A1_Lv_T*ez^Uzbcei<Ba
zmY<JtL~x$WGjB(Z-PmhjwuZEZ9K?sVJpCp&4z4iS^*L;xFWny8z2@*N?)MAMyMa#r
zcP9#zC-U-bcQex4sj<tL5~RJhlOjY8)}-wz>T533)yxMLIgrm}+aX3}T)k&|iaB-T
z-1)XQU>aY6fglpmWkWz~^8T?X_Tu~pWOgMXeQQ`Y{%b1$h$$*#QzH)>AJk}hXY||k
z+#$t;EH}>9W7+IRQ#?PGxW)Ip;`$X0p{E6GKm!0+Lf^vgWQHkBb}n{x(lQa|x%gf?
zx!+sS(^Djw4b1qNS1?HZcAR`{hvX_%Q|%8jvZmf&+Q=?uGxRrS6q&>qnGl31aqq4P
zx3OUbhEcM=RSr*18e-<8xKgO__G#tmT(8J-wiEBO;KtNEE0Z>*;XxyXeRj&%bVR%}
zeQ$GTUhJ`?5@g(&sn~j;W%%?q>F4pFE-F$|IUk?npLTuOr-^%C+TL|Y16?SIn*jw-
zI@sjmp|+IZnXetG5DNBY5Xbna#naS(NvM|hST!BI>9_k5{pQUZ)#-mgYpygbW2>K@
z&P^b0yoXl_y!9-YID^gg3pDYN>jo<=>}jSW<Q0>57#zmlB#W{QHuxNT!rywqM9%C|
zaPdJc{453gcyVPXe))x{8b*NA6vo-pf2a4)=Y=tG@Qhzv-|M{m(r0I9nD}vM_R8z`
zHp8mc216K^J{7Gh%33kcQ~STal60Q388N(mvrwL!f|R{&;((#cMio`0(_u+P_Bk*p
z<NlN(ERDejL_g%ev+rQPQZWmysR6Z~bxYQiv36@)&Q@%n5f7xeHq+n>>LkH!@{ew;
zrA=rs!jW>9F^PqbI*wP}n^i|=?C?%r^$=P@WMf+6X7!+-lNkWD01m_U@3$wH)nb*M
z=o7JVtB<mY^&-p(GcvLzyiOgHg`GOz%!Pw7jgCT17mj8`#Ek|9QmS1;pU1f3<yzcV
zP~;fOpv4{+8aF2UI9@U77yIUQh4{u(wT{Q@ZPHu@3Xf`^_i<A2&ge#LqF+~Q-VtgU
zbS7edB}P_bBEWg)<s$+I$*F{?wS7tne}#>cPqz}&D?{&0PqP|N!IsrF)1AHIGwQha
zjRZ`CPAD)D1K_AfFS#WqtJl)a@#wwu9|IFty3xn=lw8EPJ;6V@MFguvTrQt2zsr`_
z@;NAerFGK9TxmBJF%wM9J9T6!lSa}v>!5SrA-CXrn2w*=t;=5ObKjNMbnfnx3>AO>
zknR4ZeD6{zB&sX_o1Btd-rP*@X8)J^?7Xrub)yo>Sj<Oz+oH9gJ=kFtX>K;$=ftg7
za;Yh5@Dzh^J%q`e!X{LePPb)WI%=8$U$8`arPt$DB+=vTp8%~$kB_@w)Z<XseCtz_
zEqWb~qe*joW1<%mSa&D}-KW5k2)R2_@QV<m0lO5UkHFYnG%ZhufeK8sZv*3}GOo_c
z(-Y!z9v9TaVLu;x5qRg6@Y8uEs4Ru7<io0%g8NeUevkON&pRv@-aG&Ff;(qdVRug<
zPsh^15i35j{Pn4Jv5wjcekJJVH-4NEeU+09`*6<7&dm{)j$W##$y?vr3(PpvB}b8~
zbctIy&&?heG!DgZ5pQzqT*p!fFFgK-tD}=Ka)`@WRZ;S@_xs~|ya#3kq>mTttp`^y
z@Qv<?7Ydj2V?1;XV=)(@^KWx*g;&35Ba}G;8lj0dAdtX9r@Ed{vg(Vm(kbaYFly)w
zdkwEa^?SE{t3<zosd8Xlj_~0$gjeBBfS7WPc_%swq2__31FnO%(g+B;k~1^QZgMYk
zrrPT)F7r{Pa>emgcoB!s#ZH#tR?w$kb=vOI(upiAqeyr$D^HadGnRuBKC8!3Nbhtw
zP*ca~gb}9HVOWy?C)wpd>IJgLD4ZVlQ7JF3B=$@Z#5Rx@HIN4?OXnG?Zt8wZDPA^6
zq~ccpH2-LaIqEL|ecdUObF)fHW0hLni|R{kUaEhE*!%1N697|2T%3Be>+e_Ha_AG^
z7+3KvFtXymGlr>S%Da}fG<{8+`>Rr0UH#Si_Vjj_UGE)OtR<E1_$bEM_g7l$f!@x>
zfa|`+$3-#lWr0KIN1bE3;xuff@2#6K9fXBy2rr07uhjMN@X!#$9{Z+5H}5<#RqB`n
z<LE7>;4?SXy?n@67U@XI41oy7h%_Jp0T4}Ohk6>!JrFjDjft6mrom?ci`?4y$X9Au
z6m8$J5*(^NReub)cygm$o6Mf^<C@_QWA`qItRrNrNQ@J8U3&6_EyrjDyc~*-$7HpS
zZ<8vcrH(Jg6gQaN0`iVtDxPC{{X|BXPR{zE@o7Y-`!;hL3*}S4+hpwK>$ifHVvMnI
zNf{V4VH!!7=+!atu+N?dHiag_Oq9Cjr>2+JVIx5n^4&Jz{sz}!#^<|9o3yN8QPj+m
zfiau+1@%p|w1&8|)_~{^qC%g&Y-xWaMGxaypich*;DyJG=Y(W7wQ>rG+t1oB4l1Bg
zs{w52#a?<lENx%*`0@(~-qv7)2BeBGm;f$zqh<GvN|?F77<TXP?OhcTa_>1MaSZ*$
z^z{rVn&@H#TQDi>v#dfg(|V-_p?BZ0!SYhLBm94)(v~$g#T!|$I}gA@?`+W0A06Y=
zOysZMKFS+~KQXwUDGVK=TW#;!?axcW(nmkS%qecgViu4q)zAiJV;vN^N3-DH$9u7@
zEMS$M_G4e5z#Z>?6K1StSo+wwFt=9}zr}!znl(AQ5L%J({P&52+OgH9tq<m!*kt+g
z1#g=Z*A?taX?@i7YGO=hE-ks#Ffrx9pHyk6Z1jtF<Dq`O=G)a3@=ek5x?rG@uU>a;
zKb_e@A-P28bU3=Ox4-ody&lhmSm}tp=Zzo-$&1)fE5Ft+dtQgKby>fE|F(GO0^<gl
z>brsX>CsIjzV8o+|2Hc@uogzTRM_~2AjZI#@Diq$^50Tnt)w)>F^2(pfH*z*TX)gL
zr(H21d&9OqInQ_E*G<*%=3@U{#%CL#)*^}@_);@8ImMhNF*`cLaex5?H*vxJwU|4G
z@x6-%IbIxkC7wV2B8H&C`&9y)dP=4B(Og$8f2sYwrnZc4S$;umpsY0NP~zuOr&V(x
zy^JQ0$!CP7N06thRBNcc@>+#Eja)*MYKP}O8Si)vNl9Asy(Hqx#DOdIE(!Gw=xQim
z@1^b+!fn*g6crRvb~l7Z3?5b5KW-Q?<VF7w#Qoto`t!@`v@o4eT#S8f21+=gGc@0#
z(Tf}^<yQXk%6fe^1=<Tq%D^MUz#X!6QwWS={ocKl@S@T$^^65c;GpASk@?tkbdQjo
z-6^2hasO4g$@13ucWg_5vbJ&mJDLfGyzbe*iT2-M_rQJ}`5f%~$R5VVt@<f!hQHt<
zp2v|rMuUVq#$&x{04@!{WYHTyDk<_Sym43I=<CQ5whegK4wK~|dyDpeV-?3^6+xl}
z=g}O_a7xJKkGd{@B!gr*SPeLC+(-cHsRwAa;FJ0Zi|N2A&9=u8pBFP~w>e?#A^}fE
z>Kn*QLkZFCbb2vpcCp7WJS%nlV6N%ktEG$WevDwrVbNuS-JReI+W-;?Tm%<T@(%UG
zFdbp$m1kpvL8Uw!9j>oe5^k2$N!L;bU_&|hsgJ6Edp7@ZQ$6gN)o!^Kcp1zGvB0GR
zu(-nCiJb2JV)CSj?GXq?NQ~<IP@FCi%zQ|CVP9$+cm_XPy!oMx-wEj#rAq{A5=>ye
z4VO)ijLctg8yp&1<_|v6sBi*Mf#Phi!QzW&&lG^k1L2GUfP{>`<OGrf3|jzk)PVqd
zf0d+x$1@05aRHEPn3$M^lkS17K%HVnz%P2ATVd|z4pBhPQ{GM6rnDj_J-v}v9AX=q
zwGYi=^rZHZ!pFjPYH4G}x3{PWqTXU(Tzu6y+nZ?5`!<FCyGC#7A<vib&dCpN?5cEG
z>RmRn2FFWIY?(0!eiolf;{mD-4x(QGQkGpgrN)$7t+JUkQE+GRF6N5Eo#CzDio8@#
z$(CF_Z(M$+aXgwFwEVtBau!Cr2tVfr6#+6O<V&vsJVp9}9=Jv^0sRAZ*v92!FJh)!
zY6=QnjhxRn4*ZY+^1*>;<2tyMzc`L1W5J(G@^sg}0=Qo~J=a9_Lig5Lrl2>kUQIhD
ztghNYxDbZ{S>6}lt6*uFx8w`|hMW<YOT)h?!^VyKMF#bcAIf^K!1=auMgP>U{Z02>
ze0b|00j&v;m<VP<vYy|lJ^>OyuE)Cz@?#ePKd7%pPbML}SYWZiwuvHOPCC@N1LY8j
z@53^&?iq_J1A(m1#2&$=foH=mKRPOy{S(3;Moajo^?6}!XDa<VKH8kS=6SQlEa<S9
z&k`#Zb0(K@CVjtV*ql-xW%4B@NO04phPGx@$-|AKTn_a_%IRnhTSuK|c6NRPgB6XG
znm|5?l;%prEK7Fa>Q=CkAdOP36j|bUoZhv(aRbKSH^XIfZ8|Y5A*K_N#(drbGfnr4
zmUE+-6e=eEb`kLJCI_E|!)FIf75_Z<nfR5omH5(IS`UbR+$j3<DjI6geYcv5KP?V3
z6)Oyz<4J7|Q?5rlCoaQ3uugq2dW8vV@7*hLtfavOHvtQ7cu@2-t6_lBq8H@pErc@t
zL@7-mMFl;ZtV+I{(uR{jZRAI|r{QF#T@^dGl|7|}fJ2+qC~+`3Ixab8QIAbq2Co`=
zfRlE_*BY|Oj|DR+kzZ>rcP^$Zt8!v+yIj^DV`lbLz0tMJaa_?3)BB=8M){pbNZZIj
zvA_I5!P%lZW|I>`tmfhmv#0n;D43dxWw7m3U6P4#BovYGDSkbF6)0O|_+_tQJ4bok
zpK)^@gZZmh-iyT3-()niH``Z(`E}fn<5e!Iu3^P1D^*nGjTwyEm)>gsfbCh5sTxEP
zqvzzgTx>t4ck$1i+FjDP$?&#*dfFGhlyW|@)PY0am%KuTlL@u82NFNXPMMvO9`L73
zUSMT88{Ie;@&9O0W~-s%P^$vHI)0PW^dI~Y;13|nAZZd+vVDKks>)0ti}KV9L1mre
zKwshWG%$HBF+<@UQ_Dnj_^}I!9#AzgOwrTPfs6bw1X-^DFl>8R4^`I&nbMw=xG(=S
ziLe#hC-a3eAAg*|R$+IRdYuGrK~v`jI3B-^jr~%irNL7qYk2#Xvp|SrpvaLF6OTOh
ziu}{7xa6gIG5S6<DMuHi>|Za!mVb;huJfgsmlhRX@K;bAY~ZByD<Ay}^LCz6JY6xP
zI9f3y*$6b)=&*IaMYcxZ=Oiv#KU(*fD|GPP(#@8JjasMlXGtdSa34xx6*;Wpl?gHP
zUkT-Y&MH&?Wk!m^CXuY>ON6p@VNGRb)S=W3LkgQR_??*C-tp~UiP3R?2wvnqFnXNK
zM^NU8U28&B{(+r2)xuo&<fk-my=;W@pqk~NG==i<qDEkam>_v9U3_m?d;4Y1iQ;_@
zC62D=`)ZolJe=W_`LpW!C9z316eeYy@MZeX6LhetYPK2=H~z}qo|1<3>fO+XU504E
zA)0a<hlGxn3+2haPbro^8e>@Ydyv0fi4>EsX_*|Aj%%#1pFU{v%-pEOEgGP?Av1mq
zMIV7;0Az>(h;A}kj{p1#OZvuhW<??u5YrIw&sx|DJD|*hxMk2@>YD^RrZ40TWkwB$
z-=4wRSVGCSmOmC>WMoL>;JtbJRKVd|(ECUo4szO2x4)-O6B~ot|BiFw;%WB;Ic6N0
z7Ew+1VG2nSVMYNZcFHs?Zt7Y;hP+Eg#olto#c&eny+$kfGJev$WPlZB9H(sClP7w3
zIx%@(@zAOxPcWy%KEJvk<z>ZQCCyM9;pEL(1NG6t(}B;QxBf&qCEhG_4-I2`U0->E
zHXejSA%-fVRx(}e-lWG+%YGK}Rlm=yJvic_#(C4fS%YT7J5TB}Rv(Lwj#(<W+^;!n
zezf;j^NGmM><0~54Cmi&_`UxUy?*9rl=2Ae#*5GuEHR7lZSwSezE%E>FOD^aelBqT
z!R$^LTFUC`m)ajg(J+S|uAwmSvZOgWl1ebYm<zyO6(mLR*XlKa_LZ5u@Ti*wR|zQr
z9`EK>wR8!I92lOy0)z#KVkc|&f<Ns99o>XD*`^v6#2L5K2pZgfsh783_#rDqP)O<4
z?70D)ziVu4;Yj{1QKj3&dqy-*a{WoOc7@r8^TVlD_$QyP`yi6W-@Jk|u>6+bRP%I)
zK6BgMXzz|)Zbr4{^WH_2q*j<QF%?hVPfHDVY^55klG%{=;;+v2Z99s^rRpEPHIA#R
zk9;ehY_)awNxj2?fk^#9b}_ZgTKR>=I(2Qz<@f$TPF5DRFXdCQdTt$gy;Omh9$#mj
zc>+1OIF5TyDFT&mjHX&XJ^h&CJD39hd&>3He=z0aV{gMkqd1A(Ea_XWtJnoXc+JFY
zlX}vVdKjv+pWZEMVGNFQ<U0%AZ=UIhJ^GU4EckWovH8(y;$~2L)zL{>*BR00@7ZJ$
z9+mlX3|nexPb&@N?X)B~+ai;&G0MgarLqXyCg*X#Zg-?@-w6z__QOwYV^5d<)Cza6
z(R8(d5qAB^E2pY+NC<c-EzbaS@LXZmgw+*B*TA-GnYI+7ON_}|-FxQi<yK=v|N7UK
zRnSlh6B~qjCaQ=39c-W(G&nN?4@8Va_Dle3Z)RvvkRArGS&*Hb+`xw290lprzs8MR
z3gJGzmhBS;wjS`-_o^}niY#(g!!l0m(EHMEJZ^ts%i$H}TEndzQBJ3}DC|Rd*oqZq
z-9|00TtYc&*HbKRF1kua6t&$>6oZZNw%!ZXeE29=+N-bL#HFM7o0W6@m}2Qk?_UEV
z6{YaCGksZkxzk;pD^kLYQ`Jr%nq~COOU7Nd1s{>)?nX*}!@Hf7>v+nVz@e-8@7qy|
zpFiuLLxtk|EItF09)rxdE$q*E!~#p^1Z13ojAdMiZp+x$d$7i3d{^0b@`GQ^#W!0n
z$1UvY&ZkUmZZZd(?ve%O={L_YZ~B%D9oA#VzQUA4?+PnYDl^eEa-<(Ea(i?mC9g<7
zzZ`z8<<%5pJV@W_av4=z^J4oYWOR5aXQfd<N`I}eYBbE$|IoK-`mk!BQp*1}U*>l&
zS*`o`yFejyS~7Bq%s4f4$#09@x&Am=`j7^ixMklXS{Gzp*fjwG*P%XUZWt+LYX07{
zTse$WfUQ#RTXi>s9ga@C-O;&SbSn<>bFTy&z~&4|-aGQ7KL6I<`NBUqfp;L^)DA^R
zaC`SNVH(2xPd9;s=6?IBj@h*O^rl0FUI`ARI0Uyk&2w6h>2FYBz+r14M!#z&K^xht
zFy;~zJ!YpQLPr|?wN`^$*?(W>D7cw7pUI3xW6F2$ZUOnOw!9{x{5Q^gBBHBO0jvvd
zow({8<b~AmE9}!@gFuJEhoTQDlh-cQdiaB5gm{Z4Jfgzf;pf9e(UrpG7yKy9SjFF-
zp4az|SgymEBqoo$A?{0JQL}(!vVVHu#R})0ZYK%T3_}^58b$`1(J>Nd#>Zsb!i#NZ
zCQl<T(Ti@XOMI(8*Y|bycE@C7M%JXDXsxA;sru(o<H_xI68_Y%ZhGP$bg{&ifhrsX
z1)oV&C#>J@KY!U5S0j!#(|iB@jh##1>>Y2r`X7h<JUk0vPxN}+V5l;OmUAsI(n$i1
ze(AcaSN!Z)qej19%X?U7n))Vvr+V_)Ho39zWY-QN141MYWC9?)5IK;WdHuA0JoAq-
zt?*{$>AKSBxZQ(y@yctzBAd#bIs%8UhNP3<HWzr7qZZb6^{JmPt2S2(SL;)s>nYsN
z-w*EDPd23exb!Ej_;GB?>@y=ftMuUcy{?kseR`7>My2ON1Zg`X?JVTXMnoza>2w;Z
z)GzK5y|^nnepmGOxEG2$`y3_D-8ucXZ@Rp1x=2wZLjc`q``_kfOX{R?rtpmiu?aB+
zZI5>U=Bk@%JXvIaH2dLW>$#m|n)3O@J-n8kyE@;#RX%xQ>1^Nsbuy}{kjO)qv8>-+
zP`u9EerGlCFAMIIfWXF^J%2WTzxYk1ps4uJNB_p{Z;B({FYSv*MhuE`MM|(zJ8j&@
z(&9vPe&p4c2J#lOXr17gm#;s;t!-QKYWMgV7`SRb5PKDpV+$)Qs=%xVBe&Sb7DFgU
zw}nWTjcqGtd44`Z<9e5T(-;~vqZp%m+Of&W-VX(>yw^B|3~#-dVtG|DI@45~4wupc
zL&J40x9=44q`MlgZ%=!A6Z`Vnz*+)R5u<;BYwR*I=3;Cwhj901-&K8cV7=oo#Tj=s
z&osI40p$6^>olAwD*3WpfA$VdThtI|nb8(Ji`I<$=d&isbB2wD^{3{|c>>^S8A710
zct!iowkF_!`CpsYQN0<3h&A8B16zwt2gL^u;;KrBoJyQNm#&R942wPTXkFVbs6sQY
zG1dOSKGz=d@w-H+itx*IukVyjcHD;c&Q1uGnjxU|Ww;IoOWIVk%~3TmC25Nn_S?JC
zj97`Q>n)L*sN4q%wvIcZE!kZ*$vF|T54M|T%mo0}{RxhYAN5=GQ+@K~9Nkr`P@N(?
zQp2(r(ab?UI;@9Qysj`yf;419<ur6P8szUzg}y4RSP3Q*bh`hInPN$JtK6i?dDAx1
zE&i@>>7V5b`I*y$a&{L{TC!&9B~jITVZ9C%CC;P8xXG5ilO;ud$M&UkTODESY32kQ
zHN-xYl$fF5heGaaur3JX#e+qd{^CNWR)kTp!m&HYQMJNFvBC+fB(lDht@anAWJ|cx
zSEI+9+^lGCibmN3T&_2fwD%90m0xxD#eZ2WmKCBqc~KT19ep;*XsfJhS;O+{kKZ;}
zF06ip_-gl5yo~#xeaBXtV(Wy6=B224#HZoA-UO>ZJ*ckWU37966Vw_ET@5P;Rwi!=
zxoxdbku*)^;SxI4<UyTo;+3g5jeXiosQLrx@!&yyrHAQz1FIaM0KoZfP@4s=Icy;q
z8vEv&MWwrK*_3F*q*p?jsIugyLEK|!_&ix>TB!sp{%-uksmO;VeR*T%<6ai`8!$%x
zeb$@w3JO=A`CoLs2Q=6J|2AGBWMqZxtYoHPkI2djWn`66WQGtzL^eq(8HJ3pv&kqV
z3Q5^3GKz?dmb$Ok=Xam~Irshl|3Bw+&iC8!9<S$kJg)0{TvwEOwn~M>D#Z>l_rC)h
z)niZS)!C-ZDW0v5n8^pkRDhgDmJOlH(D$YSy$UNm*>V2`F~|Tp=6DVqh{89i&mCAF
zP-hfDH4w6mA=rI~X*a*)$J3uaZa=-X!gpIm+bB4YCf9@p(<zsYiz+yUG;Zq1{#=w!
zySkBDew?}@K9}y^pT3!}lksY2`=ah@cL?0=$^2m;&ME7i*7>+xT`78PSmNlZ@C09;
z8O;&Lf-?2HK2nqwAJVrL)nv7bb}%PJstu2XUu3Du7!jK-PfP^x@v&QenO{)w*8Tgx
zf=W1PwR3JE6v1D2xIZ?$IVwwwh;XKCnAQsj`0Zy=7E6xs_8Aqi4ZoTeJrH@;*=1Y$
zig!k~#cIHHHk|L-m51`XPieAyPh1UC&wg3>xk9mmt?)*O_94o#P=V)WrX&B(s5HNR
z9Rv3zE+|i}#e%4Jl2}x`wb>t%{i^8&p9VtQf=OtE5-IZLl9EP|mbHI4bMuwKkDXbP
zI>Zd&9<I2aG_oJz?fW)&Ykc{tGtM0x!jpXPYjBfVg_&f3wQateO5juKQ#vg7Pwlbi
z9FH`1XYq6~w)j=(al-ccy|sBUp%)|_4bur%$eu)6Dn)Jl(a`?)EFo)&DLh)ah~I1>
z?(u78e%{2EtN_)OJ3Ea$3gcGoTv?AW@2YlAe08}YOF--b{eyF4_f4{kcIKRDekT?g
zUoCcd!eTIQpndh}<%qw&-rgSgB*ithdQBRUEri0J5GL9UCv*+%a46ZBr0u_@pVxBk
zV2#26t-_tu!*e#9b$+7N+u>%Bo0D^1?YD5UwkBssqwg_Tm*rQ=4JU9{oRJ9pqaVrx
zXCs)5%*jvuq=h;AWTY|=7)Kro90GZPufESoGzYaY^B=lB9wHQY+(3xrV&SV7`xO!g
z!w0gyQEB9^sne0Z_ZBb{WzH>ZAhWxoz}!H4+?nL%JB6EC^j#M`n;Nzkj9=;Zzm>LS
zBp*g|v*g5n|1P6prHO>4EBjV<k6kOS;IcZwX)JLyv@wga&}2=|NmxntgAVCT$S&>I
zIw_uDS)SyI)+g7!5Z`F%594tS<>HP|7>o(ai8{hjkX`VU@v-HxiqPB-cMkCgADhi-
z9erHBKKyy#g{&(+DR0Y``j4-PGN&eQz@~NuJ{aIJ$B&QYd_7+|M0M<ebJy26>2V%0
zF;`2rIJr}k(J?V6^!0sWsQfTbk8jG&PO`Q|ww7+TcXTwisj120YH{%c6>hZVgn52%
zBQ%|WL##`d_q*{`?$iV@0)UHp=XJ*Ab87aU?z7f^=?;aTERipmy>E9V;^ib`#x)^x
z$tNRktEC@07XgzZ)9Lov6|G%5|JyfnDcNhTpw)S7k6M@Zakg`eS}__CnT52+{Wy!3
zmyZQJWz~teaVuiHg3L~fzoEbV&nc3c#oYyxPvVZGyFC1CPeRlF<$$n|Eu6%kZH@T)
zpE+OVe2apD>fzEQ8Zp1Fd*(E^UBoY6<}STgM`k6ie&h_@8-_Pycd9CWzYQggs99gA
z=xwmNdD-+x*)c;8!aA(**`lY?*5WBT72Z9i=4zS_Bq}?y!h;e82wYUo+sRViQU3TO
z@HXTF+ry@QE_g*|QoPn@L-k8B^Pb-df^{>5mU3z}ru*gBRxvrb;eJ_v(m{2gaP^~e
z3o|oE9~s%UsNB@L88FoP&Q>zhR66sk6Dj?D&&@t#)6mT9y}gFd)gP`s-3wz3uP>*4
zxgO|7o4&lfL&D<Nv{&%{PaCf(pE=QQo2?S3KJR_mt>?LcNlfFTojN+c@ekg*?pQZS
z7!;Z6_|ai&FT7VQFV#_D=-70Wzf#lIanYSIT~4<sBAJmZ!qB+cuq^qnSAg|{#uwUw
zw>M8|eqcF&S|{B4r|;CF{j=dUR&A$6capODZC+}Rl5e<4lm!a=nA%TN$%j^0Jght0
zcWP4U*E}E5e*(?bv#^lwSNa)T(oh%0{qILRtqo#@0QAD^;z;p}*((y+bTWoaXvPI3
zC40sCFE<OiElqM&`chn~%wH?IHPz`CtFZ{7SbJq)Z|x;{kC^CaUU~U|*54yyf~JSx
z%cUGwM@Gn@eA&vmqigp~Vt+N}6q2sFI*2$@scg^hx7JX1kbhk6aO+abki3r}6DqKM
zG^=?(xh>vi2&tYmx^6tyurXLJs(g*~!r0-|j)9YHBF$8K>BAS2)1B;plUU3PIg^*w
zA2HdTXwa=ExU?klc2EDi(zzp9Lhn|CNW#^_$5e;L{H}Cgex)=sn2?>rTKC}8mFr~@
z&xg!>`)}Sla2^Dsg|f8s?gAa*&r7CrGDoGTy8Snn`84B+c)Fl(*8>K>wbMu~=-KYJ
z-UD9r&yVqcB-??lAn<(dkWKkvqYx1>G4;H@+PDuF%FJL0?DLGpv<IJBt`)xF?*vYa
zZd@icjdAIzlIMGFSDSvlw?@FmMKm|@ppi!aEK9B|mbLqDaxT!WGm;)i7d!7z{dz`d
zf8Ik1s%)=Kt|{w3Gz`n*e#bwwubyGxit_&_9=oTK^|jMMllQ!Ab<P*H1sqSNiM2+n
zo?Dv!e&Wo{&=);a1w-1-DpY!TY%+gFgV^E+>>SG*N*YhRUnO_HwtK_&>pQyAE5cTq
zF$e10lcq7-FAGCA1EETWL&02ieLv^*XZCF{N%6Q<aR+VJ-nAiR^M0c$|Eleu&riOn
z-Q0E0JCN7zEANFexxyo*u3onp79>X(f&;HByI+lJi(xK@>+I8~@rb;l9qf1fsv;+t
z)G>o<w`ND4NdZh??6CFR%4l~~dG8HZl`PCnvkSKxZ5DJnC4S;~3Fm{1U~Tt3WPU%<
ze(WCFQv-C0(2T+d9COK6;S<yl%^M8U8pt*Y!!GP*Sj`OH%(7F4ix@$~;^s`jR047Y
zSq=Lf6Ke2vN2ivH<@Uarw*2W|J?6s>_c5F0_u)#CpFw3aeN4QfuEtBVE6e*e3+dT_
zqkl#2Z2sEE`lR6VXao82^E3<+WG|nX$0i?T?JRIKUHI`cdEntz8_Rs`%W=v<?E~{-
zqZKnFLf2ig;N$W3a$U&be{$;6EB@x5sipS|<Hd&*$AVVagQG=X?G7~DGn^#gsH_;4
z*?EU_{OQrTMf0>^p0bJh)U?BSHJ_gp{1^!StEXeVa^}>D9j}9!P6Wt)a&v$5#c@Bw
z#k(!WtPKb6)D^N><V`uHrk>__DE{bL*Pe@&Z=15OMP~Db267f<7o|&MhMs$CUK7DT
zfz3M_m-t<LZU|q>67pOelq3dTM@gI&U~jVj(4luTCc6fI4G$GOIwCEdJ@Dn;`rw`)
zg0Zf*>g%%N7@L0Ihlv;QFF0CZutwyxf-{x|x7c#6N8-%WFhcSauvF`y<t2M*avQP)
z<q?u0YHI00MkHX?qKF~%(U7Tg_y30PuowI85Q}IFm?T{&_fzw|k1DIX`}_M)4svK4
zA@M{kN-9{O44Sd!dLIFbS37nXs;Lcg+0YBUXi1Dv=lOc7A=B=kwWw2E(Ul7Qh|FAO
zJ8vK<vxSH@@z`h^>t*H~45~=V&6^7L6%I;LP4pk?b`DS>ArJbY)c()bi$t2EAg`d)
zXX#fRYl?EjJ&R)XsiLfPW$w)JB=xV$<1a_wT@-o#A@BZ)_r6OSS*sdJzHD77r%pGm
z?kE}`SNPV#%|OqrpVyeO5TqCv8rYRK-rt<j^qwz~GX7lB?S;PlAGy@W>oe+Fj?x+?
zhm+a5Igw{~F)>~}_C8H-+^2?Dz+o(dwyypTUv&KDCV2Bx*4Et+dDg&mJ;3VHnBm|e
zwfZDnzQM<0M)<>?Qyg@LOrUKLh$mZ|u`5f+w$l7}U~wa*3hAR82@94tgx!!GX#+|0
zb)|n}%RwxxH8QK`2oHBc&_HAau~P5MxH3hFBfbUMBQFR~d<E>tQKG5D019t3FO0@o
zTd5l)QaO{gKa>P4n0X<dvABMz&U(ycnvv1(@9yA9%$rK#Mo1)&co-S0O3!5z5T?$v
zo5rhRY%jH!Da(yvC;nYzoFl#umHeq=8iI1IL<8tbg;K(nMcd@}F{ub<UJjPMYh4*O
ze8NO-7yCtdW6hDza^@%B^JtMpD~l}7*)lZ-FnWCUqWg5{O_A&T_vnj(n~ZC<;Z;vW
z4jst7Aw{PS-8Q^&0Ky@LR29xT-phZwqzrcV>X;X1jhVOUDc7VmHLaZ;5By;-p|bE;
zU7dSQzSa1sgWzyl5>K?04T=4BlQ*tB^JHqR<;Exc%^eg2Z*IKpT++Mv_+q@0FOo!v
zyeyd0wX;RaQ>CVRQCcG6YNVF$`JEl-q*BLT+^Qf?s*#IqQDQMA`wa`Ox4m-h;!mNM
znN2#Ww0FY{2UEtiThC#b3(~^~6$G!xcQAnV9rCFI)&X&_J3yGSq3~B@RUHE%gD~~C
z^lb4w$&w4>58h_2X>f6bUdrH36pFq#VlMf<e~{~_@x1es(v7Rip_fbs`6nxVwtp0v
zHTu`?o9K7q-uHp>j!!S8Xsl{0Zx8&S|H%Df#MxT4!t6JB>^8%M5>00M3+1~i<<`gq
zDuTYr{yIz+-><9~{v|n1f-sWaUKPFqFW*fTrtNNjrUk;ne|dU3bGA1XPBXUoz=k%#
z+SRMw+}%9-tkwQ6BzdmP4+F<U<#tI(klmQ_v}nJfbi(0|+w>^?%%JIefAh{P3TDhR
zBq`Yec#}j@3oW-&tZF7au3Eo_cXc1zv7cfGIV}ef?(MdZR}qVOzk<T37-^eZW$mz{
za5VBu+s>;$T3A@%4F4j=Om!$F787|k?37tT{{5rfn#i#RQ61m5^^q9f=yl{U{{4$k
znShT^f%3PU<wfIy&A5^fGQ^`JRk@g#N?$$-`Ww%!liu;>)8oGRFN;kZg62i{?z2h0
zH?hkvQaO7nE;E;{caZb*P_<*3Dy_D_WuL@v!xA?mHi{P~lNn<CCr&sicWRs(JvR4P
zn3_h4?3><$_AL43r<ClIM+5dzQkn97U*Y?gb9SG3*S!&WLvFd~zq;FTJ*4ss7IB^f
zf$lQ?Y;Wm|F2b<~e<=^0<)i=hV6Wz@td948mMLDo)StE7(>2h;)ce8Z@~1>l1s-#o
z%Yr|Po%8?L?w<X(l=)goqlfpVaV2YAPxe5pOyM5Ad&8BqMMf{fvqapLM4U`|Z34A#
zds^)9ucms}T_ip60<5t7qys$Ta87s;@jD|U>^VlCH(p%G%WM7$U*jk>f{};Sq<F>|
zcQwODb#=pHS^Uo{`;AT(nvBrgmA^W$)3c8@8BTvNm4nTSe#VDamvlUI^z?E{OD~}l
zW7-85H>b+`aQRX>i?lVr$q;fvErAT@^6=(eW4=j>S@fTjLhc>mq%fki8JGxr7NDp5
zWL0U|^2z#6TVrec>Ixf|d|!%`%(`86ft*=es!GQ^j-T)3S9NcsJfl_GGS!#Xk-bt9
z++tvU{k>^;V+~uNjli#GyDDmDw%v9g{#a_T4Zc+QkBj$#3ah9Oisu*IX;_ivUYN7B
zMo$_=U7+G_QL?ZvAL%2&$>e9hLqU|$(DHSkKbXB+OBN^I=5(;$uX7wqPEdDO<=rFm
zSH0-C#iLE@lQow5?He5WT*}=Fl`J`9;u<rnm9N;HKX)nyZIDvX`E_xyH7SLEv=49L
zsYu8xSS+^fa}CsP2rRqo>rr}tvBOnnyswr`VVH9FZeP+JdN{eo#HEh6jVBa7d&ZI7
zt9AA2v)5v`8bNcOJCp)V#^v?X*Ltm9rJtC%9JV5O=+G??r|oQr{f6hF&ESJmFhR#7
zxDxQ-->?jq<)x{e4pvDdQOFdloKauDWJMWDn(~6B+)z(zc*mct{n^yintSPPsO3(s
z{qC_{bbR6a(uJQy?frV|lL5Q@f;IySJvTE7oxEJbU!SraN;)@oHIBX7(Gqp$8ME;f
z4$p~Wq$-o23U=?KqSfH?>CdrubJsjFufm)8H(@!$yZS`f5}ohJ4;W*U|ASV>zw2|V
zdt)YCydFj;rODQCdY=g?%E;xBQG<c{t-E&z3LbukIb$ah(cOQatQI-N_9<fd&*S{r
z+;`vFeOKaltDNn7*%ADgG0@wh=~#Tt+)|F$oMhejsBT05HU`R(XVt_wV_AKRR(llR
zyzkYJaq+^;zi&q=dEW;Iy^*@38|v#sJv{oPe7Syv?115wk9!zGGV6_ZzqP6&rTe(q
zv?WI9aJqk{JRdqL1w|W7HV~J50hwBE<w2K}FitOf<r@#aT^PVYkaBRAvmrtUR=4;a
zw|zoBrVr%{H8*rMFOeZM&>qs<KcDt1Z+D6M1gjdtm$!v2ue9`S(KE8*fA-`&M~@~G
zAW`e@2L-P2LZQ{cOqpfn20z26zp})?lV@$Hipw6!Xp!(g^gPL5)AOfh&fC%6u(C|r
z^H;O%>d%aYXIAaBbEWw;>_lyxd~c*@r+?ZB-B0zVg{r(1ulDRB829!UMLZN*#!9+d
z<Jly-4DZiGtVBm?oHf7E_=r@;;lZj+R-~o)erf5ufS0{85->Bf^1yfEy#BB~?b0Z1
z780;fhbb4=&fd2!ftN)dbSV?R&b*}&`POiRM%|WaHrMApx&A)hw|;f^yGQSrGrwOA
zSF`e#)l2;wl9?a-MDy>vmUoO=^-B&+>7!A2sp6dbFLzoDM+|hC@*a4sb~o_XqWzA*
zZ&5VrUQan(8;i_Oc%5R*{P^))<y4XknU^Vf-SDoFg#feLMp0{NoV@;r48BF;c954(
zMNkbM&e&9_0-cZP1ROTB^z|=v-ac^c>+hrecq-Sy&_DscN5rJYU%2^<ibq6c)5jXk
z4^Bth+8n+cz3%KJeEpy~LXXflJgkkJ=E};dLrSm?z1AgHZecs|dwdfX-XDRXkP!}}
z_Rzfj0T(;<^tJeOj6@^xCWu1$<0O6czDerWMGXys&2wtUW>_>_oGz4n6`n94jbgHL
z=3Jw%F8wUx*sZKJ*XweG>?f<!lY{S1+mun|kEOqLRs8w;_jgRTK_T1$<Km0%?#sR*
ziCX+-m)T;iT($OSSFG=G{L<O`{*IjGZ87ek(bvZJ5))NG!$)>^xM%oB!$<-iG0E0T
z378*;&)mTjUB%UI(%YwQ8FZ!I;7NM-Yh(YFlP6X0TIf$NJg^li`fBARsSx|4Jt(^I
zA?bPu-)ZHw5$lEUkB3Y6d4xk=9uDaEH%~@K3gWWU*wjkB?ZuJ0D$eF_<98h_9NX27
z>5)`C>8%*)Ok(;plfL!wazfF8*S?E<l;7HhFH$}G2|~!M)^p}&_v>?p$PY<`U&U>t
zS->H&9YFk87PIY1ToK5KdRSBx2d{<Ar-$0Jvo|ln;&(qT{h9BjUg8CMR=rZQ?bY0N
zHP87msbha3qrqp${mwv<MLQ<EyBr<_z68HLbLB70ib-5NNH+w#AvbMM3&arGAJ{N|
z9BBG`6fUJQ=m!2Puzcbza4NpOE5Y5bWEVYu1LSPXwZYL*g{&=SC#O~@l4*Z%@I3kR
zqOEPfeSY)ifval&29J1r=}L%<N|~T<aVVw>%r;VsvOK_>IQ+#zi=UTb!<@wyDV%1;
z#z*HZF~TW^@wSbTpy@d2=xajXSA1i`c|86gYk&xH3{+bV<`HF%sqy=Mp)4my{SQF7
zZmv^K^0|{abPaPoOvi(-7O-v(Gupn8?};vx_-9W2Yopr#&GO>!I|2eR9VeCd@A9mr
zh-3(E;+i8jET(2K4x;Df5x#moprHwi@HjOE1>FRERwbpR`pXj5hDFq7-W+g9Ah(6V
zS;=M@Ue-|jR9d>u)i66Z6ss+A`!%u+N6Q@&YS3u+x=8KzABQDg8zy2c-*k2D5o3NG
zsZ8=)Qu*g6#$LxG@mHt|J_zIUMI$JZIe|l#myP;{%2{7P8y;|@wRLcqi%gI<Cq5wT
ziOPzLyU%;gBYTV)(Ne8Qd$%4D5f)a<seUrB=`PBx?VfCAZZ2F^S&4wb59$unqHJ**
zNPs!+U!<SM2&XOebp5$OAE5G)csZ_u&ou1S6{DDbL1Fh0H^<GJH*J=eVK!}E#C1^8
z2ovR}r0pv2tB|^yDt_5uJM#6YnV6tl!S{|W9`0=_yxzCZ-O}QJqj%B)=W&ZLI};{Q
z0s;b>D6)tgQi@R0@|VoL_wL{Cgk=*F+4gSy=G;YeqNoG@{GRwXtNgE0om!h@>zn?A
zc&Bawp}t#m_J>5-IET{?JJND#J}?~?88)Dx+5fqbT!qfyf!v9&si`h;76J@~V{UyX
zJ}bYNn7I4v9m)G-PSu-Ql20sF*4J|~Gef}G1^sB@-m!xq4_>mne>&<-_B3tB<p)7=
zIlsSm;?jXNLcE={l$7V!$^lO_RkuSW1k38Ln&pU9mp-abe{HbWi7Qo&*9M0kS}~$G
zNA^Mr#xG^BC%<G!*KbFaPF~Uf>(Ct>hsSZgdDf27yDd2l*PXifD`*y<6+1Y=*|h`A
z4uWqiNdLv=o_W${n^{vcIDLm>m(Rc_E$!ODkvI7tz67Z<F)|*9RaJZAPd<NF=Y)q0
z2W)-)sF0&XK!AiEJ9gCyIrR@+X`HvU1|7{x({XVrENW5R{55o|O{eDP#>ilyYjeQT
z=}#+$V;}UX9cdq^dd-vmI;BoKz@J4CqQbvrugH)r{i}1=ed%EBft742!}5PTMJ5cn
zMd~vw`c@rM+V`V51%5PbDyG&GBKa_jFVi}cPj!_PJ#Q-)2j4u&^*1bf$!o1^;OwU7
z0rMgguD~@z>mPkFW<@4bpDxZ9I;}CM>c~h+CPEHqlYTdm-;tb@lrU<Gj*gZA{(!xL
z4iQN~O5!ZJxL*K_a~cmEK75#5l%=1=lqzk=MNnD!0a7z++Q>Lu_5|#V(T@ew%D<XG
zj_47wQ1e#9*<pl!@I>2|TsvYq{i|G#0!4Ft+uM)46rnA)UqswMVElu|db__K6+={5
z&5tYAuoNq9*f4j{t>=bCdAzWI-PSbr1wTLkTjcmm{yG!*i`q8ZPOH&|rpupZc(Kos
zHshEtFZY`}<p?3=|GP$S|M%~`db!UEx76nnkKZ%D&shRIKljli($e(h=)-4+1@~#8
zuO#f7;k8cB!SP1^-=F<vMXy3bDLXC04++LsS&du-_f^uUJxwqon8YF}P8z#19d~uL
zV}F>o-8a)PBbztsOri?V^b$^3EwmJ@dNcI(dr&y2VI~fe@Z*9>^xWJhEiE~oD9yan
zi0QD;!u5-eIAZ-lN{Z|vS4c5a&AWF-r-hS8)Y7A~w7k5^M;`H63f1~RXRdqyNQYS1
zaQyE#k9Gs@aljAc8&~GxxfUPa=xXDlve(X4a=o>ur>9r-yr{U)@6BZgc-U9HYR-t7
zFcHbz9KYc-%fvrkRWF&{p{o+WNI4YF5j@>xeRQ9lt!@6}qLzSFrmX(0ZF)iC=|g86
zsa9R4y<@!2tCN+Ll{L&>8gZ>&fjS$Xh6!tdaD;?edF18l<|XEb^YY7?-tAKNmHa2l
zzC!uie(qpewWnW1Wy%E|8c690^>kIVP)q9>flBl^@NL>BAP`<xCx>DQzP-5A!jLM^
z-ZC;0U?zQJ=k*XwskK8@O9=x%1PT-2O@#epnj0dd-Hu0$PM^kJzA<9vy0Ln8iB3S)
z+_@tqR%&1gu7EAH$M!mpnv9}KXon%Z#<O6gdw{agPwRb!ln~^ZAyj6nBBmodL8%jY
znGPtRf1jM4PMElz@*_t#Z}s}Xind;>!*fx!7_za)sz=W3@8wcz3wd3_v-M8rXRE!B
zS+x(T$}x-6$2u4jhIyp~80gdqo?r#sCbb+2!@#@5FZhwY-<YOz`Tet1pZCu@<0Bm7
zH>z^OI$0igMGgo5`_Apwux`@KTznPR!yR#};pO)A<=}s*`LBfFoZsa4MVgR=^2s^a
z8HyM|=FiTKlR^|SPAH<_T!(OzEEtxh=xQL<0UH9`5<f!}U&^zm^@EjIR1iDh3q%P4
zNi;q(1Ljf?!GU=4x%)3lS=~c$)9?xjy%M{BYnT8FP*RAs_NNOc;Y$=pxby&9t^8!w
zlvKcm3&ALVmAs*YLo1uDsi5iA#;$GIE1F32e1H&>P3>nJyJB7_dkZ!m=rg#{E;F9j
zsuQ01FgEw@zc{68)&i5|SKH<NR{4p{KmUft2LhK6hp~Eh;4FCo8A8*xi%mR-U8ZGl
zOWd{}`%msy2oyM!BTb{}^5Vi=SJPIJY5t*R`1xV2WrK4&YbA$nLrzZqhUL*fo|oAa
zPqlM+4;<)N35Jpzb2m_;!Kdpj(w{##d4C!|ig@Luj+-6!$jLxl6F)A;m!s-Ot#{=0
zeI{0K$1MSU?tn*;W0kuZ85zg2#O`$1s|qI7{`p0k?VB+B=@Sur{or5tbmT~MDh4fa
zND+elBKJV&!QUeT0+5|sjx$N}@`mC+`pOl0(vOAphIHTJPd*P`z5K^0mv2*f#7i4G
zwaS^xvz#qXWrO!`aw(FS(BruQo>ft)8dx5wPWbZ02{VH47tBf;HrViMIC9($f1Ks0
zzL)v<+EeF?3eV#DM@3z7R9*Vh73Xp#0N=oJO+Q@@5%2TYln?nbR}rZVn5C2L_Urjc
zSTtMuf6fuNaNg@2!l<5z`i^1Go*9$c5X_1qf&o^-J84$gPU;HwMJ`OpCH2;6A_?)p
zfdeaMZY_k_5FfL2l-g9OlBJj%hC+mrJ8dNF3qCld#`HJ|%zjy(N=>`*e!=B!s8IAg
zyYu`Tc@51a!#7`OBj`G3JP{G_%gXY($-TPL(wnf}&l@`m1}8))%l*l|e?=2=mPsW|
zjgRHm{*B`BM&#9TH#hO}3tgU_X@aUFY^IWTc9>dOfhw~ovA6Smm=(}4$QjC2XtF@Y
zs7t8otDPgMCVv@!@H)p*orn;oPp>X|2!!&)=7)zt6cK6i>_rwujeY#_LF%scBTHkd
zE9^Z68{JeD97Azu#zHK`^YR~V1NX%iN3x6k7}7~FFUoBESq)YeQ$K$9NVuvowe6#1
zAMEZ$iW?@av&za={>Z11CzPgh*Eb^>m*8B8d4r}tKlodM?2N`BZM^WdmqVEQ0s4MI
zOY745>1`vMed(RSaf0_+IR{40?J#r0xX_Ep&E1rgdp+br%A;aq!CX41IbXYxEBF39
z+58ug&#x4t%W|I6YeCFC)DR$za1^f9D;viman{lcbnJeKycpR>Uw&W5U}Q_h#Xh1j
z!yUxeSg=kp^424lY=1N_8U`K!f3B+kzP^9|esW;}+m>hNb(^;X#wI55It<mA@PaNy
ztTQpCYnDp<9_gi?RSO@SCu+wEOG>zV|N1vr6IHhwMp8ee&~V4J@dm-%14dp8r5huq
zHpiP*O_3f;xT$L%eSph<1+lbVF<yO)sC<`3s!u9_A&T7K);=L-Iu*NWVHa{(+Z!((
zZBga2w}Rtd0j7}&m)161afVFf;+z7}#Rr;<4Gkp=H=iPgV&zFeF#{%q)Q<guUn6JF
z-Z+gF08GqCkr($52#7%(&y;V|Z>zH0+}SicpUamc*`?i>7#SGUU}YuA$9McqXQ$kp
zl46gIwsthC>^n9M2`kM-V$v`<fG}7W+!lt4IXC{o8uG`_pS`#VR^?A%sbA8gofYSZ
zJo{&g<<F9D6T-}s0OD5#9c6;u0R~!f5js+&JxdYV4D4^P*2|$pd-nKqyRx{nUh_+k
zvLeJm(xIE9n&Q?x5x`(xwDC;u2tuNJoxOE~K3U{XrO)-UQdpg*Qtxrit*!Ml+hd4h
z9?O0TewDK~*xlyW(@Y9x=6kb=nX@<dkH(-)<+}P!1*ihs)ADk1jvl8<c)n~UK#p|}
z;WU!Lf3Lz0>=jbC4+sh2q5nzyj<J`lnwopac%l8N7|Y@&=C%!s=mO{|J_hO14@97k
z4~zr4j-G*${GxvAb#EC~F-%CMDfr#OonHNIYh-0(;{s?59CM|YKfl{YM(P*lx)ytS
zQdf`>Q>jSN+|Zf1L=M*;*wM0j@<a(Mkxq0h89sj`@xLh&5+xQoy5=g^5r5Z!nPgMM
zmpy#?)bkkq(bO)&Sro|}it$Y8_y9z=g?L&$uE5LJ?pP{<!OG93POtx{WLlvD#VHvE
zn>bef`gnMeW1thC42fTL{=(PvTm%>>K?4+LXe-;=+5*m){r0hiHSVQXV?Uouw_S~j
zAQ(8D6SuW<MvU{fr5^1=BCQDdiY@L$5*50gdL1xjCUoO~ab&Ab@H4>HzYWuQJ@P>&
zCU-{G<`-f{Vn#5ICF}X=)x$2$9zsnB<=dR48kYnr7g*J|#NX!-Aywg#l}$luVn`Mm
zy9e1?SWh09L@VqM(aH4->-tHpIf-Tw?;L?UV?~9*^3Zgssi`5N`0JO)vGPa{0bLP>
zMm^AAS@ZaD66Tnkv+XxBHGH|1t`73K@j(QTh@l)<4=ZPF1r*oUk^m=g<8wRrTB3Yn
ztd2dD=OD)MplAYb^?CD|=HSctObSaR#Nl<oG1rXAu@CYxz-n{MNzd;Y@D3s(A~Ne0
zM&9mjKWkTMPTp{lW0y%mGQ65LoeYLas#&D3y?LXHN!+7TTgQ(dzv$%TIUc5=f{A1p
zXjOF&xLrelF#0H%>DJ|}3*LR5f-%SsA3ijgk6a0JU6j4sTv=5`bXcgp=2m$ruNxW|
z98*&ZvoJofclY88xU@gV!q~ZW_05IDNQ~0Tc^4#I4Q6bPX7&&(HPU3(MIJ4Q>r!}F
zKyjSk+T|uz+tM}y+g|Kmiw8%gk&#P}!AWL;sGTtLjX+c%ka)CgIr!{}A*96(4e7@t
zXo=v7>WiFxcVWnm;_?RPv!lIbR2GJY^b_#jm;G+0C&)NHKK>?EIsu@)e3eC!NtOFV
zH|#`v{6rh9Pol8wn_Y4lRWfIAS#TqmSf@(=!G^--s-+7hjZ3t?9+Z@nr%#`*(X&$q
z;*YWloD7U4YI4koIs^L>jgye5Xe+K%K9^~=9-+>LfXy9MK`||#uPTjynwdcdpq#Z3
zUhKJe_n?M9_5XXG0V1NB&$+1tt9$n93K__oGE$Uqi<dZw0G);6`glw_)WiGWDLmbY
zycBq2A`r@Dw1z%Tqpzgd@2tYqEGg1BIDF%YVe^f@h&;r|6|Uw{)ltGO!)ulr>(EV-
zyR_>ujtqoi2azR@5y4*Ih(SQ0DGms8<)9}G!Q33U((S*<cxo7-?ty7E?ckpcOYm=5
zYbJ(kqqCCt&$!<ne_}IW_olmh$++BW>(~0WLW}D7Jiu-ss;M8I4JM!?xgE+lH(=0=
zQ5q19)#LsmFxDliTw+`ql_sDx|L&ea7b&|VY>HE})R>JQY7G1x*-GP5+<^-NVM<fP
zrBrLFk0>;h^w<p81bEz<^rwA==7$;UMT`(l=sJ8v)96Y4`(4l8UUYVzo_u~Cj`+4x
zsqGEfn+EjiiCFK5B#Ri^i{dyV^w}TD6P$-qbiv_bjGSX;6AI*r<Yt;Gf%{%!CDi9X
z=RA8hniy~Y;5Cxsdhkp6lOHnE><^__OnlO1^{_xr^ht#kQh-8#A~%o+HVL<37?;`v
ze{K(j@(>e?uW(zBW@*a~u73OT=MN%aeF`e0L;43{oqG&%zc>jHs8>B7<(+AC_UuXA
zQ8-PiXcxv<41AetFrtO~S;NJUP-$3Px)F-7deo@u1FooIQoFM2XyKJm+vdGysT+BX
z;o64+(^E!9?_N(Ra6p%eBv8-Po0|}W{txwEoDoe@ziwh=G{xM-Ve>8j6=wPGh@Mde
zHV*(XUhpATT7*zE6EpLz^z<$iK%7fo%H{<psTWNwoSdFm_;F!6^FsNM>pOwP1Kao-
z9y6;aVwY9-aHbucnw^_#kKQBl19onj3OD3u?ooywLu>`8H#hpWi~D6{?qLODp;;;>
zf7ejo2~6SYPfr|Qz?+Z)R_mC{!o?gD4xtHTC4{LnkfnwUU(Jw$!opUl7p;ymTz`HI
z(~GJ6o4r2U2AnDZSX4V*JVLkRQ5Es(=z!&6Cl8>Mo~az=I5vTlS*)ckbRZ4yaZ!=?
z<7D~wmx56wFpHTJiMI8=%Rc@Ibush+fDrry0jMZSl(*hCz6>(>t<QaVfQar`kg=U9
zGKtm5wxA5@uxCp?KQcZZk66_a2{K(FkNPi93I_3mBHNmKdUhkUs@j7L^)I#^d{sQw
zPy2tw7Mm}ajb;z|I9rCB29qr6aK8mni`2f>qQZ|+YB=}t69m!1BO^E6H|`ZDsXmiB
zV!8ECpT0dZGd7fZt1f2JT=b5i?>4kPz6IX>&+i#b-MM+Q8H)-Qc?*&4k#TW3pc<pf
z**MW?V>8vK>xk{!w;k_D|ACTXaXaV5(5eRgS)6c)m9-<vfnrU6N!vpyGKh}CbGP*D
z5P&Eoz-(?jd57tlGbadAevccoIz7JeyLa!7n8{*t^R&1T{;ze(X5@(3C3N%hp0XOM
z*oaWtyYUI4&kT!**c29<p+%8I#ASa_{2bfKhwBm!z@a!;aIegiP2C{EyAUCFEU%An
z`@k%3sl>}-hMJ5eEnmvPQah<sdi7q{PzyCfj!K=UxU$jzS4VwQVqw%DC2Aqm>4$86
zQ?$?Pq+QNiHAVG;FvohU)(40yArvqyn~x6bICa<`g8wPhPgF>WJ^%0T7MF<Iw#EM8
zL_SR-oeZ=ShcW5s6{<A(dcN(|<-=Ik7{z}te!{n-OOYEdg&QoQq{O|%+_9x?%rXg-
zAx4}|85(~4@_3C;Nr?-stEBhIc;g~s2N4PMo0|?85>8VJ92PU@uEiXpDh%9k;l#C=
z>*(rU?o_{`K-Rq!pC)Pd@*YAK(JNH%`bVCsW0YwS`@>5rwF`qDNIaSRloCg?<ZiJ6
z3()`Y76KE1ro>atPEB2%FpvbfHkOrDyA?Va|3PJOsRO2Fbex=D*P==7tVquYCP~8h
z0ZR~8t<&HT36SLkk_9OSq7UQfL#K(F1PNqFsfa+3QJw`e-`9CXj>V-{$W6@qYmEpm
zO{+{bCUrO%FhqSy+b+xZ*x=B8*&!-{gxe@dpEWcX3MacIkq79vQoce+l^U>3!y=P}
zE3r`VMWPh(m@3qW_~5i>b7@QjE(@sHNQ|tl#ofm0jNdP;>$CSc9*G8+OTW21A#uO!
zLS9^eI3|HxVRjXR9Z0XEqoW?vc1XOv61PAbCYCTJ6gTaoi~gd2U?2u7hpy?@7m>28
zELBV)OnZ(Zu{M(UhcF>dms^7ScN@a5=)acqeQw1;Z-{)sVQWLfeZmdKya&a1=TvJK
z=I68akNSd&u=f67Y>RzH5y=fTTge<uN>6y8zR9Ytu4ZLr6)Lu@HBz`de-j;Z8&nV~
z%A2Ove(JhfT6C~1Z$<ebDI!uZ;fyn_^~Q}GUKz)IZB@tXx>3C2+*jIKJJq=L)jh#6
z7V*XUX)-G2=Jzf5O@|AvBhu#DqeuMJLVbNnNPoc4IBHFb7-liHby+Xtk^97<EN-P8
z7^qlVTZ^pA#I!VBu-g{3H`78sIOPB^gftcYg1{pnrjH+~<r1M1N0LL4$?KfE)^cCU
z{NF*7Y+b<Tv*j%`eZ%zam74j2`;UV@GQxQ=;(Wu!BW%P_-I(u07mf7j+vT6Qeuw}C
z+=@5|3FOk!qiql2Z(ty@1y4ac+~|Y|5b@{bi0DLYrJjn)c2scJT(=Ceduv<`*F)~z
zoD!tiG4Zq8_Xoi$*?N=*zeQ<>MJwxfgO3lVKN7oPSDPa1m0OV4M+Gm0!w$4K`==p$
zLcik-=c+pHR2~Za3wnBb6?}Nqu}Di}WMP3k<we+;gWS|bCOQD<p;SR+8s2PFOpI4l
z{m9S`#Mi=>fec|RoaLL@u~h0uI~0p41L5sKgSKSv+Rw&;77TobpnqD%#|kYdu5)S*
zB+NyZYUj8#V^aT*eq_zCxj(IcVq&7`j&66vg5DkaRpf!Bx{g%!4i3s>ZIP+)?AsTD
zY5zHWm)peIiDK|!uOsfYAiOX92M<$Dk1wGG;YIs_UZa4*75f6tzI5t|uqG^X9uP-G
zH700fF9ahE1h&Y4EXPqngX@CO<|T`m-bzbbd>3=8JX9CP7BX-^z_14+Z%^k3%!m`I
z4?wbZ7LD2-VZ-@n^WlkcyenP^4God-(p+Ud@a~-|;-hN1#`fxJy{2(F@e(KACp^jN
z{mMT(B40w(pZD<LHpFoxBqSs`$Q(kG8x<EPAR&=}W5D!e9ybbP^bnWu<KUe}NkzrJ
zO6VH{DXFRL(H;^}@h}Yo+CliPfhhwT%dmIviDSpEjf8n$?@}!&DamVW%z&&B|2zr_
z&-h1fre%Q@%!r>SJZ1o2MHIYgX(p^gM}0<IQBk4j{eh-GDn6d;TO}F}GtoOiA+}fx
zSOg?hUhYTO_NQsuy@+OS_HF#miPo`;J|-3TACw(<7SP<yej18P!w*I^zf>hFfSU(C
z;nx=zU0`o1^@yDWC|L#)M&L|(LRYud@yNTkZ;xS_2?z+_u_5FYZN4C;A}tpdqOu~b
zOY+c8;KW1C43Ar0;L{+0ux)0fq#dtI8ikabiE=1iMNRXKvT}A>7<Ygy02#b*!nke}
zW?T5vE3Jv$xE_Ja)qZvNIVf0BGj_R8k5D^g0viKDLm!8|{pMp!1fm|jQg@%sF+zZ%
z7Q!O&ye_X_-pP-J*4?d-hN8RvucTpEk;Ja>P*gW)J4?+(A$37-OStU;_@oF0ufzj{
z7jW+sXg_2R8c!7uay~5@SO7T*Dz|TZTpzOwJFgR!!449V6lB)o>t%GJA-y4S$<{Zk
ziiZL_@pX}?gD-%t2tWcxMn?CP0_6}oJ&UxYPj{RCoNpSySqF&fxA8tFM@JrbTN^UL
zR0`dyN7{vD1$;&_a&j+_ajVr$Tdu8oy2n*j4TO^+7OFQkox@3k7Et5VslHOn;OPzm
z#)8|EW&)Q0AD>+_Rgc=9szz96q2=ckmn`@YZC>OPc@iHG8Ma9sVLTL9{QNRc3v=2!
zxJ&Z-+}-iIr$>{H6t_1}Jj3#nB?D+{al0WM5%Gs;JxPgth>3}Rp|85w<D2)eu=I_N
zzCmxlf6=$yc<}eDsIjBs<f@ql2O+5=nn3RXEAqj{5u_#0{r$b{JK9=%T<P1Tly6P9
z3BCTP|3cB9jp`;&Lkr4)=VM6mg=lwdw%Y(dz;D$a#%O1%TvA5f6cF1U8;Q_^5|yM<
zpnr*<wa^PGIz;54m&I-i2=}xQWnS|Slqh?*upa+T6FuIF95UK;1zXzN^X}3KCwCgI
zkKCt#R23(LkdV+h3~x-|XUi^OvtrmZ<2nw<8K*%@6O)%K)9u8{#R3I4vuWwobreUa
zp_Nq^e4F$E2S`s`Ew_7sL&bAzeZcGA)+R~m|3}wIOv0<5f~q7llkt1~d>xbg+__5g
zHaxEt<$phWBHIBVOhFF#S<B!ui>_eOe-t*V&JU+#_d8XZkJfn?Tmh4zc`ILpp<@4z
zVy!73hn+fW#YIJX&=`4@H8zfaZclr4VwAvjE){w&^he31>l1sW4F{xQra>gojVaj1
zh;b=htr=iNk39v==aBOVh9pH_wztRZ3Rive>J{B?PC5QB>;97R@)k!}sgEl~EQRqz
zGd9`(qLO&locAE8b7`zzQ$Yh46!s!QrU#=AvnxXO0MNp7==|MU?^_-SBmy<IA5(I`
zxv2VW*~J8tq9mIB+^TdQ(63p4TBgdRj!Qkiu+Sb~I*z7z4%rtla(Ky4Zd@{O%EUzK
zTv^!1+Y=1+uU#lZ4`$83FB5Ibfz_g!D0=evE3r5mQ9l7s-^!35kiE<z_{@TV2!&RF
zi6ia6pq7@lb`~glBz#wQ&PB$=WaCOF5Jap((~}McXcEmT9O>~M^Rlvbpa4!N^<!mF
zw7MOzxzy%Vc?dw`T_#f;;@nRs*A`u8X^rC-2kV0qa^oMNJiz2Uii`c-E>}GsoU~^G
zCUNQa*Xr-c&W*i79j^M3PR92Im%xP{2TupEjM@24moAlR4k}RZRiUGxq<roobux0>
zPWWhGXbcEOQ5cO&)DT0I{pshLX#a6iR{!JZ4i5+v&Yr{;nR@_|6!#V%7a!0t2pdtJ
zrb|oi$K=>ONxPlx3Eb_DN9z3LNNjg=t*oxX1T_cw?Zi08MW!z{T5vWaFf-(O=olH@
z(vkDuy{BFtC2>u<^O?&=o6Got;3@<!@SKoliLL2E(F)|^8~g#{u23Vm*3vR<<c#|{
zuai4>?)3cf{($Mp9PYqu-s_>EW@sRR5a6NvlXkbrqEgz21YIDbAkr3Y#gDf<cRXTS
zW;W_s)Zuu9m*PdfnrU_~VK+g;IWpC2*G0zXwr#h<w{6IqeV1RSaWX?8Wq8=Uy5Os$
z?@6g6N04DO_vNz;tLW%NPfvn?&K>X=E!c=<=0)NekI8)>6&A)q&g1bp=dPT#TAZ)u
z^2f>UC9V1oxu=CS&wGHFlDSpC|IpI<=h$29ZZ+FebYH^GRC-Dh5CrgkPn`ul02v5c
zM&0<4d8y<3OxaJMJ(oWl0SiFtYEvFn6*<NulM$SZ*w1FPcE6Kvcxr}tIr#EV);#9!
z8U^=<=cVtiy|_zU$OA@Qgpazy@5S=$r%Yf#k(cZl!;N|UHbvR@q^`-@ZHOyJ;KSm0
z14Lu-9>k}>(BP%X=Itm!;ES{u_bEwZ_ZVq+`dFgRNADXSn3<T4WQDRWy(ANGJEubh
zjp{Ul61Z1b!PEh)kbh!Z&$u+1!QnPT|M+w#_74)+?U%<Jka8X0r>j`Qj#~?jB00Kp
z6iA-qm%M%HWqf@!L%-gzsc?4H$WBE4Q2p6m)_ipN6q^7b`@*wL8BjI(oDQMJ6Gi3-
z%v)z$hh)hE)*gwBCh>_q7NFRHKS9KZ7hp)VI*K8JEPFBYun3wBrS`kNz6g#dOHLtP
zzP{KiZLk<IdaU7ENk&RqV^#ks(Nl%rV{=AR`4@eU!gp$<Uh*D3?4@Rxe_9yjCI++4
zLpkNff;Ggh11Dt6P}qYkn?9uM@IE>=Hr5`i8~MS#Lqi=9aY;nlHgoONWKu`fdq7;A
zP)G7TrA`~`4LG>-i2-Ui%pc&QlKJ4|WfBf-<KUNPQt%1H)fib{P$M8N^z*1VK?Y1A
zoK5M8Bv1%K7gb##dr>p5FN$b+kXO+D$E>?}&&7kRt*9)c&>hVipZcacXImgf{2oMa
zE4T%i5gn|dIDW2DD56EyS?9^ivZ_Z;KPm<OuO2AqN9JIEzu<k{+@O*zxN`CDn1X=s
z%D4wHPa1<L`Yd1pP}S|baQ=MUJVzZP%c9tKlHCf;FumIkjzV*^*IfLryzuvWJ5_jT
z@xx_>gq#-XtI`)ZquaCUnp88-LEQ-ev<y@a&^%R;G$ZMDyZQ2pi{r79=~!7`Jw5+A
zjp5P3JIt0|UWfhD<0Bu8hACWd8PQE~y6<@9XD|k6cE9#V6G?C+P-LeP+XtnAuHb@0
zWgv!@IOHxnzNH;i^aFS6_vLZkAi`1L6L$_abcB^3m|DuQ^*^C|s?lW;(xO#xS>K^v
zjJuKsvJ!<kaaKSd7IpYCEp(4>(q#L3_XHdXHzKzc9qEUl6_ut2^5jvo<lt@NJc^B~
z?`Zj9bA(OS`wJ6#9z-mrqejacuZXRTG2&vpap>ottjS$)rEWo=!|_i#wQH;Y6>jw(
z9Vdfcn4S%6t8QE``W|0v)3Vd8?z13l+^tDf&cOu@6898b-$}4PdH;FY=2^|;4sHKc
z=)s@bwbK&Bz?3AARNNdh=;yPwX}NV!kbr>X5fOR)*o&hi$OWIk{=x-d$8T^g9uO8@
zB~8^efB<T!%#IwF-kUdXBo`9rzwj`c+WiZBW&hN=NvGgLCqc1s`OojeNA(%^K&Oe7
z{>ftE*PUrEh{OubE29zQ9pCk-J&MYF6k<vwZYv@)Xg**34wNET)COi|^VpYnAvm4-
z`c+R~KmJsh%`<j5vKbN9!&&Mv`T6<ha2BwPkva3C(?=ik5#$%<agxzxCiuM{YZJY6
zUBE>dx&hodNJ|gd7nhWp8q;R`*>p>pm-oe2s>%lmc=>HXD=}wpK6ucB;zV{z5?|cQ
z*uA&!+^PGzTZ@hq8y>|ku7P+bQB$9{OU`X50s{(Vq#d3WR)*BDk^ybQNqMYfz6;1B
zp)wjrzT&?0U<k@}bf}uiYWoA9$D}qjDHDd9KW8L@quOluuE?OyM(a&D=v6li0`$W~
z$4PXc#>U2cY%R$zF0{L~iCNa%L}LQjOC7-pBN>}9$tdNCTyuT>?wT{sBp*dX*t^zk
z6nYodNuqm!LSA%nfwjaqy}c2b64+3Bp;h_a(1=xrqYDojYpWr{`M;vuvvB-H&86ot
z?9J%vbRc~|jTWqNR3B^vxGFa*o0frryC^|%e@HHpUiPJ{%0M9?BN~ERsSFG@hWV`I
z_V2FpzK@ShBx@uj>@F}VVl#Di<<Sti1hay4eQAwyFF>+wiKSzA3BG}#38&i=<hgJZ
z5K~Wtq^H5UU|`{*o0}ktDZlTtWr4qa+P!cufmwln-wVlLWxEbCcCjHw9P$}Kzb+DE
zgKo7mcjzPdU(XOt+e;M4uxq_E@@X3IFk!KUX2-1Y>d%`?xnp{Ri)aR*jZnLKRRMh(
z0h|Cvz~8z>Ii}^oYkQCtM9U-iFQA4rDYle-;?~oB;gR9(ETJse#ZLI0((Aj|?RBIb
z!CzSj(_Tpx7ZI5TK93k=MsDtj68$`=t<gZjg-fQY2;2&;@=Jt!<Z0nESkrK&<Wp2k
z2hszoHBuw{BPO=kezIRC8U6l6Vdp3ukX#1g<D4qBf)I!JD`^0F0A7QSWi>i-s{q_&
zE_66h$-v?0mREFgJ&c1tdCCIa$J#M6Gkb+SiRO5pm{?blcqt3aE~5bKfFwa3W;68k
zJZu|l{LM)YF@*Gez6`V*#0`9nk39R+v~o{aJK4!hu`gDGj{tB3*FVI&E)0~AyBzhN
zAQo`kDN9RT9It%jOaGUfQcp$~7^D4H9k!`Fi)20|<v#ufC^EiAei@l7t<#r%e4b(u
zlv%=B*TCQ=qr<!<x+@^o$Hea@B_>Lq`}{D9$AtuAiV$rP$2J6-Xc9-Cng^T(M|?Ku
zrvM0c@7HqSiXbNdjNl|dp}HG~8GA)&Q~kbZUa)1zjN4$80oQisObVas+j9q@RER-a
zSNf;lOfqfN0t*PV!foxD{97N}mW&($E@yX+eD$LpTle)fj7k-XzPeyB!3%;EQ(vy9
z?e;J;8yOoz>LxO3PKURF%DH`HBz0|V&3cElAz&C(8n||P-@jLb;sa-mTVRVMeXCx<
z2O|>`4eVRM9l9xp!ogNkvKUI=YaWt#<MX;r++_*3t_qVnsxpmrS+v^*Xsf^|Xs&1M
z53R9c+AaVk*d$>XOSoELwl|wiL_mNHhDvu_J^Xp^zCMF89_oN>%>+4KS_x7c5(}mU
zfYPttyn(|ap(H_zc--52JuE87iyRX}wY4e4a=|WwIsl9wVR(;|l5)Sxr6nH5@}XE*
zTOnrcYtwJRBud<R)zzE%O5^~Wy}gg(<aPU(k^Wr$eC?1Q=A3^(V-CG$bN-X7BV$Pf
zx|p2mrErjyny7`q2;m^shdw@xr78ry9Uck3iyIyGyfBaed|7?q^Nib_RE!5aeR?Z8
zdKbP`NMZQ}1gs1e?gfg~5T(AH96VRO{cGhQPWI(L2Hh*{Vt{HGP88~rzW$oUBn?DT
z;I8Eh#*+%q5ed0v7<bfgH0hj$%mj=`nPbR+Lx2OD-0<Q$;G^>>D=QRwKmZfK_4shY
z=WIP0RT;$#!yXbfBf*Vbx^xhYA^KaZw-XW1o+%(m5Sl(P$9j?8<_@)d-g2CPOo^$^
z0~7zEc-&a@D(p`JvmQbbp#10K?ppMln&-W99z8+@uNf57XaQTABHDCIan1kyKS!Tt
zmzL9!hTxDv-vN)Z)5gYzSXrP$f$;Aa7LEpJ4)9Iz(QDTlG={iIA)m{GB{{k@Ku8^L
z-dqk?XxmE>dJTL8K4FTk)IKFIxCjopyzJ?5KmC1=dSYj%Ht-FJdm4|9f6S^FZQcke
zv8ulVO|2pM-NCUW0{R(oe463x0%-fw+sxyDkDx6{qcZ>W3kRN~qvJzBYxw>(xeP$f
zqhYsmtBt)o0}CQFVzep?|Djc_E7pNmufALyT+#v&fj##If<0&labN%w@fi6&sq6cw
zJXFj75WQ%1jLGOWsEmloW3-s(QPXC#z0M%7ux-OUT6ofhd5)dCxNuFyD_uf1Z+$*#
zcRU2pIXQ%W6Zjaur?BvFdL|}<S%Vl+|DR~P_9#exB&_~#+zF%)$US^{1kQ#5uKMMf
zD~33tFm8Z=T^<=3)^vSMQ1lS^;B2l>7cpT{2k_rA%;8GcL0l1Wao%6zHr42=W8R5f
zbikY=lsZk5u)WzQBI10SB^9+Bz-<huvtrx0O>eM@3L8B>{S@}t1OW@)2fly4_1r(r
z_>#5p1~4AU0iRfeBbAjULMbUMEd17~5*!aBI2gM6GP-9U-<iG|9vOiP0WiaMj=8Q>
z2ti({`}Ms`3Ju+XLz-yO@nNrZsUNueI`Q>P{s*UO9Wv}MoYX))H3K;x7Z+<hK3x~s
z48qLN!tLB|-W)V0-@By0w=$lLbrQ|)eN}8#PXzmcq49i2t=VnxVk=IAk9;>5j)$a-
zjHOkoYIziv7<b9b&TiQUJ0|92?Qm2h+Bxr5zOAl)S>HUD<*D>qk4YU5*1utV1+O39
zgz+6z0l>=E8Lcp(C?#!NtihyCh$XN`aT0tnHf(eA9*m)6kJG58mnk1wq#NzMv$=q;
z17ZNkpJj8X{7(vo&iM4kun(H66VoZE_znR~H;nu6?%fOMWvr|l>}C91aA%={Kx6?T
zHhoh|{d@^vwYOKr)YMe@BbE#R>unK(9W$Pg%<?A6gaH;FHyqYtQZF<S0h275ArwuN
zol_TC^uQz~+)O7=>QM9Xk-|xWLU5Dn-e*6X4U|z=-OyFyY^f<!jS5Wf`a8Cl1`7&1
zM8@)6_e(xE#>jTAfLJ8&z}DxZVM#bRY@&+7m0-!Rq<D+;Yewcf0z_{tP9sEU4WvCV
z0V369QpYmI?!b|;2gf#@;^Wi9I<2FXLe=%zuu$mi^gR7(@BHS#<_nkQ1n}lBa`x_>
zZ+|R*%_t{}NBIHjGR>9Q@8Mg^L*)@P>{2(Al8#$hae_{gL=}-f{ZoGVSrUx@^9Gcl
z!?=KYVlM4<K}lmLl*zCLa6nJ+46)UK+Npp2!g-Z()<BvV$axU->j2S#5{`ZOFYg1W
z1(-#MmT;wcG_-JCoS_GSBIhj(?43i_GYqIVs-#b4v^S#EcvW(YXxKbm52b(u<RhF!
zZq-QegJi;po*?jK)a0~3>qRJb{O1dxzb41IPq~iFui|@Add58`_KSX7f!Im#M&tGz
zY|_ZK!FwD<JRaN#Xh<3_fNUUYKirmN5)vif>-Z=BPgiv4@$6y!&BVkM8}&ij`bujN
zJ4!zk)vlnlIthn=wEUV1cK|g*fCE{Gk-52?+k$(y(BnPq>@g@6B6f4<mX{}iys2$7
z4<p}weP47I-}_*^4V?2d0n{pV9K1XUwCy62FNgX#m~bfqsTvsAe761A|1+j9K}<Y{
zV{U5qnS1}gG*5446TS5G6m8Cz7Jw5!P(XL5`;LD$lizy)SOcC3vO6{H?6Q+C$jEdT
z?%B)4)C%Yr2LfTt+xu?(IuH`uvP*w{c;M{BY0w)P))g=EjOjn8uj|@5p3x%a*}XTR
zq(I4#0@|6#=mH&Zy>Z;}2=IiKC&mRFBm4}MD7>ejQpwIp5Lt<|;3jHh?2aaohnk8e
zxbm>d`Q_!=E6u-#4bi+YV^XQg+l3~p6lb-K@A}51O(8ZK-qZv17k4DiD(!0-!$pWW
zmIH>JsC<Yo8fu#u)a2ixzayG&e3^$G=~sZSXe!yCL<fh($i1Fs8PzT}L=M+lG&>SV
z($czcK@e_dL-{Z9VDj)#04RV=nO*a~Q&zYnk*u8}?<<bFoOo?~*$Gd`Z<Fut&H{0Q
zzX%;o3jB$~e9{X}KQXk31D*rK{6E5t<UOWC4uYu0qHV<yh*7wl!@2S{-^|=dh~NJ2
zk=0Do=G8Fe>8D5IDn)H2b6Cb(VYnYWhqm^vyVm{(Aa<QZ-;3imkGuVPM5YmnGw6kg
z2}fWpEDfb_6a#gDEwc6GCe*f!Y;4*{7rFL(Sf?8Z+}iLs$P;_}Px-SmP6|^}6hwgl
z0Dmu$G^80Qc~^@cI1+IRbai=m{&`u?Z2>|7gIw8|OTq^uQp9rGzfWdLU|NB&umJ#x
zb`z}1YFNUow+2}XZbwuvC|I_-HBq49(W7#qsVM;tf-4rbA!B7-PL)ql?cuwY`BGcU
zkYM3Shl&!$Q|Isz6#o7Bo*mD2>-7wAdE+GsEalV2D#^zu8rjfg6V)N^B7$bX-~;i(
z>Sw1qS_V&9SiFYe1-giRfUk7D3Un){>9$F|u)~OwwTT(%CCm{33q?B6k1qG17QCDm
zDhWJD0wY8rQtH3%)UG6ATKoyAa0C-Vehw5cq3J?P34)WrRM_HP(ksduu0)Q=!lQSR
zpoua12^CE&lq_*h3aIVG8`g{nqXJM-hO|)y@{T%a|Mk<gfu3M;B^%uX-o(`MvU2hF
zZ<jpI9b}ckpa3*sz+95<-Mc4Q-j6kej;G=oMt5Q-SaP&y%(&Tw{~L9@AourQ!P%`{
z*T5vKfR_q~#(fnN7;iyxp~ff7QHTu`FjJR&`}W$C7oLcwe)s-8E?xzKTLz;=oW_ie
zH?QZZcF<h`Q2V3r!QWP3xakau##l-CUlCSWuRpx#XF+`pIstSvR3wo#$IIVEsh)Ip
zoqdy{U*6wsY?Tdx>)TZe_=X&0MJ0_QV)w$PL#27IQ)RsNkx-sBk*1>@DDG=&SfLm6
z^jxi}ci68Q&X7<;v)z!1Q@~B>?+?2?%Vr&IZM0!%6$OqznVENc(VqnRF`i2ioRA&v
zZZ44}jw`KS|3IilDF5y3rtg_KXV)Ga(eb9q8+<AhjRJ(9p(Ed7aIkEXui~x;ySrd$
zjh|b2#5ErH2KHM(tKNCwr~5V(8@y1y;X==nKPe{f%PdtY5Lg0{4iGV-AF;8?+@JNX
zB@#6D`MK_N__vAIFCIekIVKDfz9%}F21x8C@8T|>elzYuh{uV)h)JLfwnuZ#UKeg?
z;mCRrxUm<7hAm>!Mlm6k&E<tG7QA!7AFXJzcj8v`wJAp}mLlb9UQ#KOuxHLDAGLyh
zhQbNdiia<}xg>A65M?!a&1>U2yOZRnj}HeH4v2|?)qU<-A6ZWXC9x7fTkzlS4+yrE
zP%FHjru<KO1Q;7Itc_G^fTA)u)BOO!8VYLwli3_(wNw<_?G}yd_0gj+LjGBZXk?k{
zJyP;><&%p`I^aD(iJ!W22xUQATN}z+*~)^A@Mz7^8y&>uMGOr=YBqhF)IESUO(+^9
z@8AkwO630_J{DDwD7*&2iRQT7{!p#I6W1syyk$TnLFs@NiwMxb{u%Yzy1=uOu_j}|
zvztLGz{3$&q^<4ClKk&#C}sF2O`Cr0AsGAIR5v#7kn`I>51?yAh5%lUwZU511}!a)
zHR4nVr(z+NHBiFi7cYMH8#tg~SreJ1g(XfTLp*$VO-H;o4CCE&^z<J$`iGBE^Wz?u
z*}Ds}U3}fh$P)bI=Sjxp!M;6|=Nmf4ER%xTe}8|c8yV^RPXq%LdW2kyH&NHoW&zkD
zh0YyO8!Si2uF8QzLSdU`9{uL}?>>};IDH9888D4P%UVy>8lE1_lOgCwJnKr2N=t)#
zB_N6Y*X&uZbib#7)O@z@r1H!=9f|YUOYtuMdU+{!{IBZXJg(=w?fcKZ)F7d3A%tPF
zOPe*>WnTs%qby0gHd(R`%DzmSZEQ&hl`ln>B$ZvMq=h2wl1SapqvpJR*L|Jln(L4I
z@w*@Q`FL=iGpFVI{e0fbalE$USa&m<a`O!x8Ob=7;}$@T#+^>#Au<u__JBh5!A(7%
zlCW-VeLl1H4d!Z?wz<=cOPQz3x9N9u-qrkdqf<<VW3iJmOi)4aDo>|-?Hhj{I4FEx
z{Db{H_1wSoq0G?k+&Oc@h1VasQoxtc8}gm(k&eT^QCof3Xf-Eekqzi4nK)FQyAB<?
zkN7`6xuvVt6Z@TUX#S2rc8>4<;OH@yrjCv_ps|{xVQsFGah&J(0jFab6FrGXCXVXQ
z8g=S<GjV+v5@lO_svw4IZ-sY0G4)L6m%&usK;_Naw0VHpso_sQmCm+PI|KwGaP+xz
zU5Mg{)lpbQZ43$s91$~2W%`xhPVb)(KjSFHHaOCl*|QV3KKSIKWZZO8I)X8UMzdxe
zHHUh*&t|lOiEV<vQ3krGQ6Whwxq5qJx`<CBg`rEQU*`Jh%@0L<xsCQxHIgV(Th3*3
z%HhZo+fEF&`j`F++2}N=Epu>8aYBpfLrqM}7(iy3t{6t1?jawao}{S%WnmuIwRUFl
z<g?SwQRPIIAD*CHL<M9H*h9<gW)%8wMvrfK0sMY5P^@DlDdyzm{c`fusiw}p{?}QG
z8B9YEdxtG&Nd~&S(GE>gw<*WAv*{$-Y%oztVXBc-ohZq-kFZ(m*5WNL<s`<ba0Er+
zC_MLi!+2zCf-Zyf0pd&~+z6lm1JbU2`!-Ulm9{WaS%+_q1Xq;CY<`rK52;Q^oNvm?
zJ^u22!|-o|vZgFv@yp>4ZI-!|M8ZRqU3yKK#wpRg#qYJ|CZZDiOI2m`rr#L;0yauI
zKGq?T<#DUX63wPo$*wSz0WB<xc%ES_!2x$Uz&Zdc>T}RP;3@f)os4en9j3P%%zq#K
zI%2ChUY<yBK3y3Zx0u90VYjF?<l2Y#YeYbPVCWk=@L?(qiD_V)(ejg}0f-_BWC0t(
z7W!=4-2HdDaYT&6DMlzC1o7gURn7?6J$h4S%b}I+v+w558?^9|`Tc(t(q2Wm3#$Hr
z7B5ECYjAbq9|PX|Mz7(r3@d)n(<SHV7NsvpqvXVM#_W-ZoMX)E-{<xziri+6SVNR#
zJj8?ievXv}?x{9vm+MvI^HgIYtI{GC1vQ#59U}!}dqi8d{Q1vdD<XH258u0Y)1aBT
zA9|QMpppXUVNRIP_6<Y`A!SBbSeWvN#Ce;#{|?MZ@xUW*J*DIC&zCO&qd@U}i6Vxt
zE*=GheKC4v2FR=^wLe^0NrOVTlue?&O*g|dlWv`Nk8#fSTg?bDsdqqv7`u65|7boK
z*&~1tlGU}G*hTZN*4wB>!EZ$$Cj=A)cSQNSw!G6}E-vLR%BF4_dUV84#mwIQ!o(wJ
zRxOBe6r6h~kkzoOHL7gg^;ma8IYxroQ?zK>7S86zLvt_nr>tdnbQ<&4elL}d3p&>A
z(RW~`Z>84TG4@A9co>)1s2f_x^p#{=NSCcBzGZq<AxUSMNaObH`IU9hy+va_0gwik
z;rGYF!xHV^g1n&aLx(f12GC;R*cfIP6s&#hyZ7QSpiuBN<j6FdBA-!Jz4frmm6u9N
z6VHw{9zGpf&al(_#lvWBDPwuM$0m0-G4#5j7A?18g2(6nN){l?>+3X-MX*&Xyjwr+
zl+K)_iI<irOEspO>Yyf30(uyIrj1+9$-vw{bIL;*n1&JR+7Y|-%^TQ?1I7&0P=VW>
z%;y0SYP>0`lLOqddTMxUozDXYD2_NfIU#TzLB&d$aFe;S&!=5qh*@QX*6uz_9_*Xa
zVB#heN_%5C!<Pr=9h_&^h|9OFLnQhwz$$F{H4Mu165D}%#*r*Jc~i5mEN=;P{r3H-
z01H^&N#Th^bzekn%tw644(vAX@f^#Hw{HQ14M9Swis+I7|FW5{!~&&<YWIAKiM^$J
zC&v8<-vCI*{slcpV^w3A&(|}}G{zl94`DxUz=aV<-*ET+dF05Em!G4eM(~~Lr>=q^
zr7`f6IbvQY4y*HUj{EPWF-+D_gCAw9(JggdTanpe&V_~RpZ015bx%blZa`6zL%M?P
zp4wqF1sxQ2qv{uVxc~c{oFlX?&<hOMGpT{;pci0Vw*~~H)$7o(lT%qs#sY}wjZ+<Z
z2(^Yt>mYShn>V++6|m)~`PsH>LcNb_qJQ?79d&YMAeWv~MI=%OSRpkW#ylAr?I_L;
zzGCP8{r58Cq?nm%O!Cx;9`d(QF))j*WN83UyrUPfiT80--O%0j>`Si(NEn2*1&<w4
zQ8@C{uXETsQ>Tvb@EAe`uRX}A;`X6#wdrQ)WTWdv+_=$xN())nTT^E%`^Ws2fp+LO
zqQVwWU2rjYS5jIaC@i|pP9IrM*tO>GTd^1O1zjnXgX{MuJ$v>%yyw7X58vAR_Wj(l
zUU|9a%pR?`*36|$TJ;T@#2F<`EoTrs7ea%9_asWE;+<|}`l}Vej@O-FAYgX%&6*aH
zgj1Nf*n0}mgS2KY43?XNn&3!@#z%N_R^4dIW;sLoux~QGhdQ~M+p+iPY=l)L)5AIc
zPJ(B3Nx$V$(x#isujp@NTzE6YV+6B<P8=U{D!#dHwU3oF=4Z=GkBoRR?Sjz???Lg7
zi<l99^5n_-WHpaCYIF9>_G4oZc7Y9ZIjFU5YtU<veK-6;M>_z|&O-u?Ck#==I|p5J
zgi(A1udD*)E5~AH!_~CedGg?Fl<9icw)Je$7)xDd`rEh9bE`hD^lTJUeuwT=dL9iG
zK11~4BUQ{<W6GrH*8-pOob4CeH>rQE5C3-3Df?%h4p(RV;-qW2lHn5r2RcU0N-5gv
zv!xbik_bRyY%e+H&OEjH#g*B;e21(-6W)fZa3u2VY0;4y7q`bRG=FMukT~wt*gvN-
zXVUQF23qs>n>Gf`?0Kv^35$e5JPw+7bh1i!-!=7~FW&i6K!myl<vavVv%04o<MX$n
zjXHNu1$PH;r1#eNhHAr83~P1O8TRMYB0Q$WnH{PQ(Yh9)LEC-cz`M&ue@^Yexui8<
zz&`k!=IZLvoNR{bQBykZ9y9sO^z0j%trR_@+Nx~!i0UeX>b9XYrMvwdE<tPer{=>H
zr(K2wUW~4s!(@`^pFBfec8s&=Pmc{=Ax@_Ei*>!6@5GIQ-L53^s~G943_=k;uA;oe
z&vnP4LmF@)q6`P;>57MNZ^(dqiHd$rope`(K7^hyRM%HGUp*2|9e(OwRtUW(V)0IU
zV_;=UQ!ec2uNi$^83&i(8HVLqdxf`WaM|GR8t`cX>F(Oq4C;3x{FkQb<t^I}({4up
z@h9iOp@u$Y!QF-q?eOPRy^LRXYnp5so#Oh4Hbcl}l<1us+&4?FB2_38RoTbVuWWNl
zcT=O%>A`vY{OrQ9BQocx5C!N?AM0z|<g|)+?s;Pu#seg|fCxx)^ibBH(mcLpdy|l)
zhk%lDf-$_BWT(E3t_x|8_FF?^3}&XS-i#5027AMcL$POr3j$3|`+7;pvc@_&IYo}1
zKi{u^TKvYlnFl`J;sjyZUlveaCvILs-w<|Ag3HG%Eu6tkt3d{heLz?CQb3qB+VeTD
z&f8<Y+vl#jv7hH*eZ9zpKU=1p_*LHK#_h-{hOb0g9U;uz-77{N&do~CI0pLxmwt3|
zcSyq{jNO_LQ5F;wL<gbPzP-_h;u*YY`Y;So>{i?!=;9zmy<QrR9$mH~=<T+BSJG8O
ztsxksOyy{>YoRd_;YR1qb#B^5?*lWW;ZvGB;;l5CA_YLCP(A(F6vNnR27zA4zCgJo
z+y?Eas7%WVblS$$=aSc5u6Dl;u)=+w0EoeCtHr>5YC{Gjd2U%x56N>S5ml4|!a6W0
zPK^$gY42PQkSHv<(F6UHtW1Jt_Gdn8^gzmtSk)yfM*qCu^@VkVTb->_(Ku%0=Ejl_
z8O4YEx+#~#rg{7JarnBql4`*`v@>$u$MlE|G+&2-8TJs`MP<M_ar<h@N2$UgIqhQ!
z=wZa)kZ&LR1BUt)wQ`dQT1yVjzsF+WQf<KP-cd&<e(_zGu!T!kt`u`LWsLxwC)(bn
zAY4>7{_^ZzFoX18Vg(q`&Zq-yn5WJHL<7L8oOp}(_}la)dCdB^eyxR~l@tn}K`YI9
z{Q{mPTPt?r-mkrj4+sqT1$jpd1=rY`Ns`#d^&Vt=e060z*SCGEpN%>IBv_?h+mGfk
zTk;hu=(XBjob9h%Gv}+_%z3yI0Bb*89$3`pDDp0JClq?OX<(!{eKOI<V1HWky6cf=
zA`?LE!GYWW;&6kfr&~*l)926gAWy!GpeS^@7Hz4Op&F_w;E8bE=4fS5Hf?497E+3r
z$j%aOfzG}V+^WUim}(pq-?S3VW_Bt08uf#}51PmKM#9*fNBIV8y*aaCE7GdIr=5;&
zzm;+b$;4QYEvXww(b&5;b5RtBK1HOMR4K76EG&lVz78j6+a&m@>Sw=IoeQ2`f0}ft
zO`D}(U#{g}Yd&*TZroU_V@D;x>F#P}NY#otOGS%GZpfG9w90$!SEr;WT3&d&DLY`T
z{}xTxrH{(5fBg_B!U@VF>6o~rKhEBB_%vKWQ#c73iXuOlkmB2+;!OiNx&+}t$8_xR
zQW@|Hvf<!9hlLQ2g=HcI71s2MoY6z=Ub&MY-eK2)1NZQ?+=R4+_su*sy)JWfyp;Cx
zTm@^DZA>Cr^o;kn@(`}S<xru1LxO5>c3~42<GN<H`BU8IY3+VfP~Z*I26zCN#8ms6
zOi5g99hP4I#MEWMxx>@O#K_B_Yzb()>bmWt#n*xNMWFa2bH4k-*U7UpZL|Ehu(tUY
zN<#XPhUiWi0j-mw>WtK9Bxbs`U!Mj*r%qbkNr&KPZWO9`AsQ){C$*0h&<9ELA?ZoJ
zep-eC%#={EL+ukhw>%d36zm15Mn`DsYPdi*$xt1~QrD`owN=q9iJ@;wK5O6j9F0nP
zoQ1_Zy_b0l{<6Tx91QNR2MBTsfo0J8w+jsItHT@dIdGsF{zLt=))u)F`|b;37iTIO
zw=3HbGGx&JbjD@2RrCCIh6|Py$M!a;ZR$IbVvuf4@`r?fpjChQKKerEhP9C?01oY;
zNR<W_n3@!g#ZD8NYHs!fl|vORsGN28Qxgu`-Rd&lC(fdA<Hk#uEgK&AT*&X0D><i*
z&gydVhUT&aCR5h3nm<CWOi>pM_pT9={mT$@M>X7NcTreZ1zBQCDl5vR9VNk0(m}Ux
z&xATo2WQ)#=_nTim%q)q(4;vL?s}_kl(tH%{2Ur><%QWoY(s1^5d~djN-{d2!4~_g
z-rDJ*XrU1HM}#09plFo9wk(a}J;y^YA{*Ep5a50Apt^95uN((yp!|p5r2lC5d^#xt
ze2E*4k1~tYF5}KNvu~R>ZITtnj`k#HMv}jeM5C&5a#&O#C>Q`#{F-T*J4UBmqb$!r
zt?1}*s{IZ*0QeD-_8AcTA`ZL0f6QMcCP`}id*Z$TV@g0*91V6B{n440A5x3BtZ^^^
z(qYrxa<VDEo0R0~*7<iWQWe<u901&R-SqXpZkXTnz?d#0m+SkI2JPzlbzQ;@atlTE
zWIgxF+H*YFZr$mG<bYgpK72DBd<nr%-Y#+X8Oevw_71EXhnfZ5m;bN(HShUiWtMl&
zz9f0;9RZOgb@lzWV2+=Pgt;kO*FHjLz<?HKrjH|iAUF?bN6jPe3EZv*04Qgzo6J&>
z8L`$8<rWZ{(Vq?h6w;|e%N>RcB_XTH?vP)D7Q0$CRd32vg2cr8bZ&z7p(~*LSw8(r
zo8H=$gr@gLYR}o@82>WKetsy1p+t)-zv4DG0CsJcyUeSHW@uKun;d8H?6q))03RB(
zvQ2Qr*Pla4Q8=XeRMUYQZz4Df8<PulFHdO1hz-XpPc~?J`<B_gv!_otM9^So*H4J5
z#+%Gj-YxvF_-@$KzA)t=MqX71_wTobIppYXUv5Vs?oP`fxtVQjcKnl7qyMqy8}c`1
zH+ERxtW~RfWWXjg=-_^nQ@yH4+75bIuX1yRu~sLRC*U>*v7|)-1#`V~(?*vb%UYCS
z-n0dB&?wvl%buLDy)pI@>CJH#Eyi`7SoJj_tlhLTQ&rov(Lc8aU9a1pZGsj=YF-E`
zk7PQcQU!Z$REts8{6np1oX+oOn1B4C#_SvFmjQJjhb*+ag>mja9C9?5tTWc2FxF9Y
zULtP@MHW3iT^@Z8rZ+<iRX??#xXh>=VqRTYVWfJ>cV#Xe-v&4kL>~l@c%8|eQf<O8
znL4#OCDBfkkuENJ8#;E}Kd!w?(Bio8<>RjztVuX(ka00ZXBYrbxg1y6Ucxz_UHESo
zKET&2_cWBjcMJ`EQ5_<1Zx=oWKO+>FYO7Z78r3Zv1}K4Zoqe2MP>`^rb$?X(ZC(~^
zriVCr@}8<8rONv`35s=v?t9exuqKp26Djv7s@8tbT@XDmr*rr2WDu(mF0zRo4Sgxe
z=d|BDOftjbZhN{dRNwpkTUiKDC<uW->gfG4HD3f*L&+!U!lCp@EHR35TAyw^-mHr|
z2d?DG!AKPGhV8)MyuP*j7&Kfe2|6lm?ae@aET`UWR^*#Ij6eH)IhqzMETSaYwd+le
z)6my|*o6=KC)mUdeA$PP1n<*3cWrxf;FJ4V^+u?W2l5rpAw-fx{CJ1&TMryKVC&~O
z{pYR-!k89)3AaAg1XnH2J6%!JJ%2v%d`VFsCukjTYKbi3Vm3bhSj<#Z7BO6`(eo2w
zK&AZ0;5JfgcQbCerAtqbPSjaQHvT9<Nr!%aZz^LAWTb%@nC8!1cE|jp_}bWA90By{
zs#rj|v6Ek`dTmxtvg_{?hi?Rj(?r@@N-{48)mbKS`8;3tLI<n{lEF_8mHPUF&1ys}
z?;3RvZzzK*nES0KKbU3IQC^b^IayS!x58wCi0o&G!y5EXoQ*_ea7q*G0TuDSx%z=E
zC79EJnIy0eW*1c%qNF91);iw1g3g`GqVADFu~`5}?;^hCGr`)e@wx?FpzO3{_Ib5(
z0zy~1u%73`HdLFnX!Ugtd#^D<mr;xJf^Upz1u9GY@}rH(97`J&Vv_B}j2LbXIQmlr
z;^BLNK*j5NmlpeNz(jQNA{AL%9=kyH73$NR8CHq6@2(%6qGLzw0~(Sp0xgycQj0Gk
zJk!g-8Dae9>0yq&vIk;ZBN=IjS@7z46O@&exnJxW&L1;ot7YnMJ8+DHaQ-E7JAPb{
zB~U~tyEce%bkqmnAia%6;67@W+1H)>Zh_rfRo<hix{ju8iPA7Wr39KGOU(wGr03ty
z`w0+SoBQEl{6xYjd+FnN;0u(NmeSZU0s!c;6HYdmNE#6%bKP;wq7IrVkT$;x<dHLK
z^m%j1lnLKPj!X4hq*og|Zd`^WQ4MIWsUs1$XIJm&s;0NiP3w)SZqpkqvvev&X&@?!
z4@P#OEtKdTPR&PeS9D+4v(?JbSMalefw8u#Iz4*aGQa42$NG>;7Yh~x9~Bas`wDC5
zqr6vb$%9}-yOC%#xW?%vGJt;CUu?;~h}m~}z$bmby_WiY#_j)oLxsEd&7G<|i9Q|e
zv*X{Q`Z0%Hkq?k{SA9ViM|Bp<B=>ov#Qn$xsWd6>z{Shd6d4)j918rSB=^w*6Y<AC
zs0Y2lmuhnSXbnV1>&U)m)cCa<hm!gpo^btJzQU0H1_5uePg=$1f;9zh$Ip*U5-0en
z&KU;`c5U%qIe*l&#dUrvsPe&?zi3-BnGcB<7S-W&VnY@2lI-a$_55cAJ~#ZDb6jFA
z(Y(Tt+!2=t<!`3F*EhLhz$$1VtC21A9J6U($E5ksm1muuCArUt76rsMEP2>pK2i!b
zNX19Xq4o+7(>mMym>LU7&srzd>mJBf-GsEX4zxjt<|JF-qEl8c#B4Y|3C1CbV&p^D
zh$_GkYSTfT>MjU;UJOln39kgt-`lXbp}-q{`C9w8j6Sl%Hr2HxoIJt5%pu>Zk`+~_
zPk*>mm1%0+%=k{%-*zosK4HVNCoT6YHNDnh&Z9wl?Lt$&w!8An%5P1+HCh(pFfcjJ
z=!CV&;q-Ss?k;wBu)jNI?t^-Fd)W=0>hWZD_c=RKpSSLMyTi?`QQs?%K8zlFf54(c
z?@I?;PI~z5^*8@Azxcxk%U+jxJIzXrfAD~5wi_wTYz3Sr<*T@=GOemJkgAkysroWR
z#{=?uFTFlJ(r_S6YDIVE?WnZZzZ_zE=4tnotUVw*_z*gy5Z4<NZ+?*rps76l#aP!;
z?>LoXAMy+gvY#;b&6V$ulC1{S2m?B^I}wfQc`y5BK(dJ04Od4+&(^p5492Y8WQ!+|
z2*2)aMS*}WoN_l@OOKfb3=vH{A%T5|I~}DlGxI24LhlhqX4jl+4zOku-aAzdy%u$6
zo7!Qh_ASZs`NhjYhovOKQ90zxY4~0&3cFDlr99zKpY_!<E-n3CHUnfA0d-%rd;1{J
zqsjbH>DmV+-AY7B*p`Yuh9uaDDw0NapA7wF-p$?AIK>I&It7BO9tf@WIlpP%T;%0k
z3Gud5sAYk#2QT2WOZSP`#P##X_r=8w1F1{}u4@w9@Tc21`>4eG8|4-+U$)G)at-cO
z;!yHbE?s>|O}E}&dD7?n)MOVk?)`Y1&spm;2Knqn%7}}%^$_>LPyt<e>VfCa2VX_w
z4klE7x3`C6VZnyK;jGC7*DfeL1bCeNL~kXIy2R@)_T56S+V@Dw`dy;7#M>%6K#(@*
zNPE&#vAEviRy4A{2spDK`<J+2MPcJJzf6Bsc|I^u(f!aXvjwZuy^BfcQh(*sE+=a8
z^}^?^P5@TNM<$#3JG6A_v3XG;_l(@dl_YqV2xb|Y=HUaPuv#~+vtSzN=2Ur&6<bj1
zi3K6QP{SwA>G7+TD8_x_UL?ikP4_QV?vfgRbA6q^9BtB%i#3%FyZC-*??MVD*NP2W
zY;^X$+K`ppPvy2t>2oK?`q}y;rHCQ)L;U5)B<$N?<OK0p6+Dh&Jc)xupavRHhE`}U
ztg8GD)}>G^(_Dfs$o)(D79^QsK@Opff;Z(^(0qg`T;@M;tBmPp?I=|V&Q`8o7mAxi
zYH^E@!;C%Jg4tbX{_;}>g+)b2Eff4}Xp1obB7VJZmait4wB*IRvc8EDxKWuKS-Blx
z1CiRjkxh;6&=sy?6}PZDh^wpGpaP*IqBEu^j59H*FN(ain85T6b+oi<D^l~PzPNhN
zuiLb+m>F+@xOi7dS68+bH70UGwhPX`STQf1Ib*w8?QUEINhA`Sf#c{l8e?IDpmrrn
zJ$?6R&7*9peCuPQ_1R+(?BO|st^@}c=vHR-Lxss1fAA9fg0}BbkGzjRU;CwppT(mi
z!==5K6HTmNB5hKnefN^pL*YtvUYXQxVT!{~>a}aqfJv51Fcr(l@(Plrv(RbD+=RUT
zZ`@N4cm6!SAnRnpU@U385u1qMGiMg@$cXJC39Ge%Q!kO3B3~AwQLuNXykAAxXK29;
z*?DexSAMg!tW${7te?}z*|f@fg6E2FTpBp)tK!s2Pf}HO>o_2nSWJ&^LifYuT}w$Q
z=1TFT;LpiF>9`GEW-)ZE2{FbBpC|8s{q@%!6v3HXA_Hicb`1Bd-<qJ@%SE)b;aBFP
z{lbm037<yR)JiT%jauv1*MHPCc-_rmGD{%r98hk=jnr$LJJuST7m4@=m+@wb@nx(E
z4HO*rB+>Ws)vNls8U{}1?5hR|pt1uDItB(_ce6@sa{#>3-y?448|Q{^ONI^Ii**cU
zXE047=dS=wC;t3Xm9Vw^caDu$nI-%b@0Ui~BFZc*gu+a)4(xax{aruhSQpJJ@_C{4
zG-XekSGRN7CvDV1`>S|TLV**ELEDbXMt~`E)KT(e7Oz!$mANy0W(~7RyIKL_*oh<B
zAV17g%#6Sj)~o&f3vZ{Sx<su$ZE2n11XjPJo!%Z4?8S0U;>VRaukz<3&O}Qh$}9QQ
zJ2d)61>SRXIV%UT$i3KZm)L6cn`%A;3y<N}ku_RcH6~?Jx^`;(k>Q?)jNArEv;$yk
zeBcJK;!GmE_=ncI*6oIVeeA7a=zPIrjN<0ds&Z3uJ#T%^OBUatOeoRdm+-jc<Pe&g
zWxiE;laIp+D&`ch9{GV*W;0Jhej|n>QHrwM;x8Z&_KnK_d6{y^)tBlE+;5$pa$No}
zQDbOpyXM(XDQe>SPFph<wS=TdmDjlrdFWb}AIC2Qx9LnbqT1QShC;=0yO+u%qkwP{
zkah?W&R<3|B%)sozdW-i<=&e)7=s)2H+439R{cPG>K4uB>JZ%ra0|t--z+D>h>qeQ
z6Q3nM7mB^sea$zHe?vfOL266?MH&KTgHh;vGH1pYG#lHvZ(0H$FFfyR@^$TpS>MK{
zYn$E12QF|jKjP-Rpxp%?&#35BB}F%Q+wU}iAc=GnHcuz&hF>>av(N>?ueu{aDu>KT
zpuqT9=(Z37b>T}+Ic`!EyP$FpU)Djf{+U+V{-}x9e`O2zZhRepX4<rAnZ?JE#}tTp
zRVKj7Cm*o18IGu5>eN>um}5_^I`s!H;GCsrbS&Q=z*j**F7hLOb#`u4nXFC(D%zw!
zcMU5*Z%e~T{K|`#huwQqe7K#O6>LVw&7tS^_^RkDx$^8;fFj~MI&zETBY^G1HxmmC
z2Q&F!PeWG;n(e2&!Q*=Y-9q+PYa`cB+{1D>BcT8;I(p^GelSID3_aAIVk`xn%Bx&M
z3;<^u4?3c|!{{9vx7O9FqcPZ~qsRuBOP~5q?|8Sz9jyzF+NgyOLtxn1WXHlgTUFcV
zKZTYeK;>d`9(_|(>tPG3Rv}VAHY^Mc2@BbQn5sl27=JVO@p1VJoa$%rhtC^vDKC;1
zT<m`o`SoUXL&n%udr+&<)21DCHygIF<Ba|L8;4Cg#$Pyrm8;Tj@GeM<Yl<FrEqQS1
zOP8D9oL`oi7HR*olhu&r**3RwDWd1k49kOBqF*NTDxS|J;jD0X;i=Z4;`)$6P=ppB
zL*Vq0S;fOwT`#JS1?CL`aPG?xG!cTV^fbC*Jv?1o%dS>crFQN5#^H+AdBm+O<ZP`r
zzVOF5C0S_HXAjaK7f}&E;n8z~n;?#+hot<wGB;arAt8?dair^$oOSGsvR8P0PIs3%
zHs0j3b?cTxgKf32Ut6tC2BVKBU{+AG*8P5KsKl;BLr^G`fvEoTG|Qrtd-qusRag2S
zC7GRr9^u~j-Z$=`sx!zozIL;0#St<P59(8Du8TeLLDR_fQQ)lJm|&l$+XAS_mA?-q
z?G&76dOzi9HP%&C?cEIFf0C7mw#8D4vPzypHQ<bwqltG&lGULJ=MyyO_Xha{h4`eL
zX<@CUWk%?pw^%P({y<gZ*cpP~@jWVD$K9*L8KRXjkkWyKzTU)8;L$qFx5D+Az$s{8
zh+w1ozPAWX#(tXf@txDzf(5?Yw>pQz0)8zkNRUTCb#utj#cs<tw#ejp^FB`H+YUmf
zp|3dXH*OXmLVf9w<&mEzS%2Muy404fk^K$cn!0lQ(xu%gUu5zPe=ER25{@?>e0N?L
z>KT1+X`*GT!nZ3)v$dnW!GUalH?IKFfrLds?Oh0v;U2ozp+7IFVfM+}jT@?DvC8Hb
zyKpVCr{}-uD^oE@E7)DK23k;wW5JRsg<Ok=(BFS_GT<Co$bH^x_Jx~&dLc?WXla8s
z6TGrNDW%m?I)?!a5BZ$a*ZN3ligA|PyMJ9~FYMJ+i#lS^SzKrIyfY(tM9%Fu`HWFV
zz0+NqF1{OW1<Dpu&Ds=1Rz)a$v@;wX=1x7aU1Vik`vj=S{&iCLQR>K;^wqi(@8ot*
zF}^0DON78{Qb;ePpj46)WQV5FtGHj(iY8G9J*kJ%Z)CubHB{6g_8aD^zBg>FyIbc`
zh@~lL%Sga$#OR%C497(=-2%cC%e2fmgP)9oSC3+4%UvC{v5^$3oSqjf;@VXI-AkK=
zZf$GCGPX*-$|%b(QK=KlUq9-YUogotY*bd;pEL~*;U7{cT1SO1+`et+UCNNI0qV^(
z#>`mqXLS8}t54aey{|1T$k1;|318?2Zb=o%S;Sjdglao&@M497AJ9;{i4*62+xx93
z@}9%{IuV}ldgoQR<^FX#EU~l<S@u+$oISF%y3hpO-L6jfd}c~?x{WACE>dIBrcC6q
z_C}F8N_mgj{XQz9C#9U1X`*~@a_u;&2_V0=H)`SuWmJP(Fe3S{t#tVdw}Px_4-YBf
z6#3Tv^KMqPQCqJ%CEwaa0Z@mKb4QzjzjN{T1E_<aJahVV$L`%5uH)tmL4qOqV$^2P
z+HW{zD(}VAmiRKtFUh5%46di#3Wkk3ZB*!uJm(&=(b9UhH|otI_U3}V-S3ycr?-P*
zKKEY!LgzSFCa++gt&v1Lfwm&91cH{NEIE3I4h;~YlM>opX#h#qxwn$Bu~XV_UIgeC
zv)J3{UhvxQE0oB?^ose-oV5*kTzYJ=VftYo*YUq^bv}*qs1CB(#>nsVsIiGVyc=%H
zpaj+@K60mAD)n0yA>r+a2p>T&y(QYYwj6m4mXlZovrl=D{c6P^pPvxcd@aq*z7!nu
zTa-n}mAR&K%U=e>ta;kke^^3_v9aMUWQBAza2>I!6W<?jc+2UsNSqL;+enM*_Vb4-
z|E4C!#*aX%P|3ztvhEqg<CMF+XJ~R>+E)$JBR1@)W}6r7Vk{M$s|Z1QwK|vw3CIDC
z!1-gZK+@*H7V+sj<w9(8@P@UsN9%w_BQ>25654f?vCgB4KfgaQ2!G$777AKOCP~q_
z8w70Iv~eS9E@HVG3cLv%MX4`$f=6lK0-B6BPp0)7H0S_~qHujY3aGo^(7AEv7;LFc
ze%l^@e~*EaUj8CytFKR!o*nz_TDxk^jqyWz^S>@!xDczaO~l|j+su36`+|{V;owmc
zD*Ea1(M?6q(r@dx5tK3U{s)xo-#w%bTu&!D1q}ifI{d?jtEm-{Kkc+v+g;Ey?w4|^
zvBA3Y!?$hqwH)MQG|1-8e*Jwsua{H8IBNdk=f{I}Rd<&R*qZFdX<|HB-Ky`!i-Z68
z<62fp?b>zDoIQ8_+`3o>13}QSt^_|rgh39vwzl@Y@C14nQIB<4^GQ`|4^X*lOV@;c
zmW)y^ZS#;M4W=1$HCuklc|6N*dFqC!iN<xA=zjb0vpbGw%AWRoR=ua6Mt`g*Nqvd9
zLUGQ9nbZ=?wES6jZj4w7x?!LrZe|J~CF-2ReHPVL)1DxXp0u;C#U;3Z|6T4&EOy-p
zB?9P2MBlJ!)5v4?4!W$)`}JHm{gKmN)A4=#R3<syfBT)-5dQyDY$hliC8FkPQKd(R
zo?i`VAZD2cn$Ak=pp8U9W#*PQ&>!e7@X6=%C!2KD($YM;(xOT-(9a*|4x~tiPVrqr
zS=JHOmQ7NSVzOEuyYmsMCH`!%RP&riM`z75tr2^2_lBBJ)ZS}<W3cIo<URa>_c1LY
z1D8P8{F4sj<qmI3IKVB+52EqAO_`FGSH5ueY{>yi%sU_GnVjc@JThWhYJSb{kLshs
z)*;i37~Hzs?-u*ze!^T$&C5+;IR`!;hKv&3J^O1aP?1(fC)PS<oz5H=RBBd(+Je-a
zRKE8v$!ZW+Z7fxpQX<zYGO4%H%B;EP-64URB+EU32hFi5S*Xy526Ax;eDr#+|Cs8{
zWb^e<&1M4hsYMs!JHDJe{lf%T*_>}%wQB9Rx!G5*cB-wOKW+Z}ynbr2$e&_q#wAwf
zLXwqAhatX%7H-!+?A*M=?LI22bw?PV2prt53DGV@feAhpYqV(dp8R9S3oaNu-p?%#
z!p#DGma@legcNt^Y-YZ3ZsgdVi!}H+2gE=AY|HM<e*WUc@@An2C-c(Yw0^qkZ?2R&
zH(4XI!)!XiUh2>heJV%`KzSua8^^o;xtD))t(3T2+s>ljXy0?H!5@EwrH?LCdlYQn
zO~vV1vR>GCN9aVIo+*ESk8J(R-yp-T`ZyOZjQEnF>;X3+v$^P66BpeOT|CWw7X;qh
z?}~&7gp-*M$CBgQyYyf&?N+Y)ssCexkBVQEUd_Q;Iq!AwoRH1%baZzB@fIx33e1{L
z){#Z`+Lj~0pv28yYxnu%9M{j+zjRCMqXOi^^r#`UEcInlEb<P~2+(I3l%3GuCMV5*
z+#Fwbe*1*tAa!A#nyX^>o;?}8lwlztPuU!S$!~N{$jLnnaToX)a}w@=ZYQTo_Ju&3
z9CD7cz2hwEge}b*v^ORz<=r-_AmclAAPUfDBmf<}O7-9r7XU?`hrh?y_vcs6(>>Dj
zKW`f<*C|ufhjzfj*M+kJL;N9}eaNTv&-J8IRZ^rnI@*9w@yE*nt@&TJklo`UGWuiS
zz?NKOV3oa-k{_F2gc=`iYkP5gdlC3_>Xd#qVC1aoo!*d)A21K;2XNl|#BGkVIR3sO
z@%q(;XrtdCfP4$g8@~p$#<!FP5PDu|9nM^Y61{%CycMl7NPwszVK}?c+_XRCG9%}(
z99->6Yhb7QadGt)ri9t*ycOFs@R;D*XxZDY1Mvy}Nb?FPo}xr##Qu;|U1g>Qu?7pN
z?j#D{;-Lm_-Oy=A+jZWHG&U>RcG7w>gWho9z=3jQc35S4=;#SWPL9FHNpcU@h7&sb
zbI*aHC#rXZTqrFEn~i8c&e*uR-u%a(m-_P2UDzRQ?&Niqr|W$0(_HFuiM%DN0V0aL
zP)P!$dmmip0+LydE8+o#X3o=7-u3~BiHS{e2da2t#kzzh54wyaREu$;IXO864qo}P
ze$rFUKKDAQU0*wO^uh&C|7`lD$sdyv%cH-Q*Yu2Z#0(v8J#cvo`e?~tphuXBQDgGt
zW=d2DDQl~~^DRZzfn#bS8R9$(WO!HS79jn0CPOtQHWn{3TxM;_b~}AK=c@f^v)|dq
zS+&=%nOJweeNpWrsl%sC*&X|h(RU1Qn?%7x5Q-8^No@Fc29PYI7*J_DXa@*~9n%@j
zrk`4*0VgN(4B!V<Zo<aHG6^gR{^gX>+EG)Et)j^*V_#5dTvgoQ#>a{PGZ99G@hbHc
z3S^%++R@)bdco*XpduYQ?{QqQl}~l24wE8~1&)Qo=e%%C`iyLd_N4=r|80T4X|y&+
zMy^$qG7dm#g7(X~7q$1sgvY7%_)o<cZBpg2m1Svbhl<gQrZR<aRT(hC5v+Up$(rho
zB7%5yS{D$09XqDuF+_txuqFeBX$ca=fxPHd(EntQ6$g3sRq^CQhALA3V{e6gWT!}G
z9#vc53vOIFE1HpC19po7NCHc!E_n`5%P+bRAv%<~(I>gbX~u>K0rWW}KowO#sB!+e
zZWzd1x@Ko)js)4mxpeHpg<a4iGS2|kbu9T6(aX$QwrSi^%WnNiwZGYD+&YC2l)JH)
z!|87#&jq%Vif|q0XLjX(Q=k<m_O(_TvU!n4zV*hfV`kY7Ziif8;l<hWJg)y=yu|Du
zM{Hgs`IXZc`8Is`E!{~QtTgH)()kT~gTrDkll7P%1+?~GiZ$a;_XD0946b<6z`eoF
zZr+9E{#7T>pU=M(6?FM>3ywd~#KCT#dx1@h3<}_nV7Pgo<6>fNMMr1PeXc-?ZRTDi
zF`!)KG|=lP(-2f#%S+jP5J*Thd|1I7o3Eb~&b1!p|DZ^-EJsJ`0y&xp97!Ag<(~de
zw>whpp_1wk<*xMN{CtN0ne+EcOY<RMjQZp)&8efFU$vTuLL%fGxg;>U-e}L<1NUEM
zumKeZ=*i$%E^o<iK6mcp2i<Gir35ydOwGjMjC`f9L(XK&a)48gEC;hq^MB`Nx``8Y
zpU(vC>_PutzxC=#eil3>Y(V19Uvf2n+}Ir0w@*xSksjZ3l0v!}x%n$R$TN5_DsXk^
zGKJ%^P{sKs)}hIf&sWCfkE<@&RBoeWCWcdTQh0tk$r7zjmW3MiTCRI7F}7ptxR$EV
zEP8667V7E-u|$>KA`lCUY0hQ)_f`M_HI?6wx*U2V#jLr&6I~lJDNTGMSm<OX4D)Mb
z!h?guW&7^p?br3%nVT;Mf%;NImlMezCM=elqe3-6HsetBL^vA#AK4Pw)~PdQ%v^3g
zwm0~ss$PQCpq@6@H%g28Pt8nC!&B4J0FVycnmoR`s~P%z=7e5NMypSZY}stgjOTAB
zM(&3wh64w6?b4^uE;vca=t34_A3#qw<=0<7*rnWVI`p9caer6a^{%>et&yNfq#td$
z{n+^9FJ(^@rp~84W@eu0JUu@ddspg`O>=P%a)JRs+fq{rOvHs#gDL8j`RLheM}A8!
z@GYR+{=TzRWU9dUyU{^rpH;#dhZ)ZyIlOaksod?>zg`p7DBmqe;q&<Xv13{X%P<yp
z0tTQ95zY5o(Adfs$~)U^9?sMg5@aOUM+p&9D<ok2#fbVoJU3XcbK<W)CP||44;C{j
z*bhh0<|geQ0O6yf{&>L)*p0@3$ldr$0C>b8_UPF&*LU;kTGC|xm)0h}Saue{nEp_O
zvMT+ZGaAu@VO^W1D82lP^YVU&=RJ^?$EVv=>5MvZU;yJKVVWIZer`^P@7gp7UKNc#
z>mW_&4dU<|BtDOGXq$SVg=$eB5{RslE^VT$gitTt`Hl4AIs|d8cM1(P@(D@K(|PNp
z_&#@NXs*`}Yq^-k>=NahVAQWttuM}|Ek44m**Q)%P{2gO@MkOwHK^YB8-XRD0L3cN
zuHB9}i`y0<kDobMTbZG*5K$0PZj6q*sMuIJCV<XR?tvlx<kWHPDM6?b5V052%M`-s
zFmH><QFz%?rxck3f*TtF0)`J`X{3JcPlvSLzRs22mvL1xT4OzW6%pT1LP)DGBZ<%m
zNU?D6J2-}~(J!^cy#vL8g+{D!%)OXAeR|f##VJbeD!2Qjq&8IDeLllxuvFdV7sD!?
z-J(>wrj8n&wrKS+sf@8{;8Q#k-u1>tsbUO6lFr>MYW`s|jilLVmexQ1oXNo$9~cz$
zyrXsXro7evWSYzi{t+y&BoZ3mqr@kTNEK^jC?WtTxL(o(*uVXY8>C>7UBgMb81!8z
zc3Qv%Mdjf>e6VV0AbqL%n1`nCQw^?98ya}AsA0g&l_&n`u32Y)YY;d(vh!HftM55h
ztG-26jrZ1UKXlV8sB{1vkx5fF(acDLgfqFYF#fxazBFf9wQsmVwwRvy@y4np%wARL
zf~vbv(eG0Va%VX$2!;8!i1&>_%A<6XLn7&#V^8E+e~dTsH<nu2aC-8kfxJtlcH{}A
zDpspeBLbWtfufDPgdCztE`oolUC4#Eoa3!&gskf5xpU|2O^?)+W&isvq*Phty;iA^
zbk+VOx=_$-^fj*wT$fEo@TyRMU{cx(EK53XYlI2m-5%GpHh-ZDFM<~o^jfiUWxY2d
ztV2=oX3NluPE1)6qrQxi%V!{wbRAo_Fq(NGhQp5#FQ-p;w=8GpC<%8NTM4PxpTa)x
z1qp$h84u~CNc}U#I+RA+cK_Vhj@7qar+>SwRw44I;$r%vU5_eA*D#bE$w5!k(gKjv
zGVa)K3C$pP7P?BCQqyDGa~@F9j>Ol6tH}i%lQ?##A!^b@V%bCWEo6xxxEB`P)?j7f
zuLqdA#3T(%BY7ZPUHolz)`8iJpay!PwUO%pL|K?%2fLZNYE@%GZQ6P}Bq#h^W2Hn>
z$~KZ0j=D@%sG!?85*~-Ib#%NEJE50o96(>+o;l?YwAt7Fiw!SB=fiIqV}Gy_iOql0
zt88QIao4tc2}v#_$GRk|lV{IPwIA;)cgKAfi;y|%GrK;c%Qe34#bW%&pYI9IH*4<P
zz~L#?xW@*|34eE+sVEVCc75re>#B+SFG&d=FY*W7?jtY;)@?aRfNVL7peZ9N)N-}u
z0QH@_`&IhVj00`+wYqma#}>RbB|5^h-amF$f|8R0;iUJD$(oDEZl2&f_~LEXgMWv1
z`xz8Ztu7@RHg0%)RY5Jm)BhcwxJMM#v3e%hV#45a=nzd6j{nX5wmjQ+LbqwvrJo~u
zaHSC=0T-~0#Y_E&CfwlM@gFu))}D%8Jp2FBNUdBQK-IsW!9Ry-R-5E5n_KuPcSR@(
z3_mFTp67o?k<Xe%13O$j^qkuxAgce^P2xhPk#s7P>_ie6nfZ~|Hg~z3iDhW={0DhX
z-$o@A7;ck~Fj8alaI`e_>eWNO;E<TtAwG4_^^$ml_i2$;x-XXf_y$|yHfx$(tv`Yy
z&crxcy$012FcCxXWX1mggt#G!xf&3nO*_A#BV+bg*Lq55Htc&K6B`JuU=y(x?Ketp
zt$_otq`FFU$^TpTR5(CWCNfP++#9~6@uG^9TT5K;tIoM0!$E7-!YA$?2hD7pEa>1O
zGD_?PQ~s;syA!0kx>?rRiBx<eOAfl5Cy)52im#R^#ep<>5D-gDLq&zVBzTDms42oJ
zr`*)Py{ifX?c(Q8tgZq(R;_5*D93-hL#vi8!>=!3EDxePtde_ueN}EkQV+AXK3{Tn
z1s)yg4ER4*YglujFQ$YL&AXD^gkmK}4Oql<+J8eI^kcD4i2#iw@HqN{(%hGsHiLD3
z)jlQaXo{ff#tFU7aM*EJXunsL@jpQI{N9RMNF<Rj=h^>+v@nCK=Oo4nKr1Mrf5G9}
z2knSnjkCyoW}h>mx=mRRKrLn`CV=U@h0K?L&PWJsNLm?lDo;#A!vr6<(!Fvuw;IHl
zz?LDzeGv&uq=M<i2L7dci(ET&<Ytvx!t_@=${;2{_RXfx`WK+?bkI(bI?33$%>DD1
zl{r^Wux0zGc;Ypnq{EIO)s)pLE33NkM*S7LxbwKH@?N|zD3GD^0PFFWfcd$^=(EBe
zSUz&BDM3N>tyA?m3%I-PS%fSKNm{yGUw2S%C?mdnQQ_^T)s{o%hlv;rbjHNh^;(EO
z<!=eXPQ5hCB}*=XebFv|K~WOl+1rqV%rm6yM7Jj^$Aah%7_c^J<<QPBNN<k$d;bLr
zigE$RPzkRT7fKgIsdrH&30lv;U7f$+|0L*s_WvKyJu~IhwQGMYKq4i!C=UPr6nQum
zJz`w6W}TaTiy;daVGh9Auvv(LtmlxStK}fHu^zR2%kgb<*X|lOIiZ8Y2g`xJ-+woa
za6QPZ>Db1h@TRP><0d;Z=<UT&$6yxVh=z?DAEW%{A7s=$ZVDUgq9@FID`MfAU2ZYS
z=f7c_e$GyLUUQv&D6cc3LXq9n_22P93E+_q0({^Q4MJ@q5u<Tx)uFGa{96|K8k4L{
zoXc*mOI+M<uryMdiDlEzZK_{QVfl<zQVZgx-W!-|vPDD?l0Ae3btpDZ(iN`E9bL0a
zb#A?cOoX0dID77$7prwRxc)O$OT*XrCIqnwu&9jO<W{0YDwK#C6h-88q*xnaVnee&
z@6&|%-}<qN^}icd7tH^G$HVgaErEN^re%8re=o{susgy=61J*#)^~sXF6h%kF16cO
z<t{9VZRM1oGL{U2*sDC_>~YD+GEOXr^Z<X5(HKs-VC`g2s*7?I1Vof1m+f<`(t^9I
zs}?Q%-^tzsP0D^!RzA+}=9;uY?v&3Z=~PzoBkF5jseR7R*X;hn5;=5bQnCoE67B&1
z5L8olAsIF)IB|s4p?T3<^JxkJEP4G}Syy~1N@0!>pI=FcMxJ?VJ-aU41=_$*XumBB
z#+u6E7e4HEQt-7rOH9hO`(SH4SPXpIfAKvPB`(H8$n`i(GXaL*=th?Rgj&EUDKhWs
z5+Ahu2l>N_pG`C6`AR*D65wFFFR6azNHW6|s#;p}@21-@5CuOc+Qyr6@*DNv=b+wx
z&6d<{=V{86uzbvz@#nh(pPCEVQ}WOvq;~Z9)1e$>qA~gBpCOS|^@6Wno#`1?-5l0U
zIONe2xE)ype)xtrcXb*m{uWU+*;xO2PI6(n5X3MGHtvk)C(_ny%#Ulz%1PPT*1~7T
z2aU<I8DKkpVZSx58`+J1%Z=hAPWsi<lzd^)tm7Ek2}b_*ZC?OA$?!v78pZaM&Pr5W
z=(c$YHq4<YL8iBQcJ|+5^(7`AZL5i|Pw!PnEJ*9KTKD*TG3UE5c%#an?<L_UFl5fi
zqhb;gvWHe?4qaC@xAGl;PZlu@iqk`G_qop~IBw7h{)VmBk+{ToPxLeW(Iw?o?ETP1
zI_He_v|O{vwTA?SU!6>qiTj;>Y@1Im2okK5v~#KYLSH6X=|r<F=w8y09*mGSK=U^y
zhw|Ir*bJtsZA!VPf?@^)hXhAcpuu^cbq`O7A2l)Zd{9MhLRQ3k4O0QbiaOG-eN0sx
zq}7q>fnvX2w(N|;=XqZB<<&q&XCizi+;uky7p04H`X+S&Jz%RbA{_jl=VSmznD^rO
zOaU27`8a|x-Xfz$50%;fC!k1~$rwP!vfv@g(_B$qcG~E@tHI|Lw-+03vKGn6R-zI5
z*=87%@r3}O3!F0g(L$0Vn>BA9<=J$|7?f1B!H|Ln7kvLPi!U7ZY2OZp;~5zEDDtl<
z)6YSYORzhjbNo@IzwnX*<6u#i+^;w3ie|yp0GVn8<Z=%MARi|kf8<+4xarYDEBh)*
z4-5Uikn9*8&#>Nj4DS|YR+W|iNH$T7H0#Hx{LLSs^8a?rl>$ipBdN?=;@A9$T7LWP
z-5wvGSmK^*X`lxr+oJ^nySi^^m^$&~L`f*RP#DAcmz|fn&HUjFrx#>Bk~dbH&6933
zpzp@VbyZW&1U$bvc8Fue&YJ6uw%vct=Q*gFpjdzsVVoY~9(l-CUTS3}VlMHM@a8-M
z^>wWhWok0l4Z|}0acl_VMa-6=VZ}Jp$9XkZn%1F+AwzRgnubTc|Im$O<YGL(RWeRf
zj0h^N`)vd$RzjLw6qGxU$XCQtSwIX*3*SE2F9{DQ^L8TOEq>7E)la8I{nh{v$s%ND
z+&A-zqK*-gCFQGd#Ud&Nc4Vs6{GgN9HpvNRC|DXwoSW%3kKnYZ%RnOvTRxvb<~%_p
zFj;@5{MK*EoH;H7|HvIwea!!BlK{MwV8Q6a=qIlCl+<(9qpSDc9l!?)v0BZDp{c4!
zsKQ~>yO7mXbm`x(ps=6w9M!8~&kK}#h{@KBivIfTn;I@kVT0FD1kS2x7p#zW?|!{D
zgI(_4Xx%%v|9R0v<L%KxJH<=ggDxJzQG(HwI1b?9NI6sTbsM4%(wJnWjZs_BPkXv(
zwm>a;C6qgsS@(CN<&&u*I2L_xbTdM>jFuoYhnTJMXGNhp<=5A(8%BDKPVON>bEUhG
z3@~I%5*sC;8(+$My?yGJwcnD{^vf8BU0?1xa%1YOqx?KLXSU48k+i&Nrbe3p<<N){
zdo%x8%$=uSG&VnusWMSjeLv(s_+tLvc~_Tx4O*4$1E5iTl4T!`v+(|@o$a3jD`!+!
z!2jvz;u|L-9A?F<MHsN3-GeDoYdylv@a}-~`Ktxz^AsPw1p0`W1y1<>WpIblUhQff
zVUiMsO<4F0|66@jMA}SB1*?V9;AQH>54!+B?w5Hj(%>P|N~NZ@@O~D&fFU+o*Gh*r
zX2BNUkWh8b;*?YsZ_G6>gMt%Z3BY?Nw|e#ckM2dks-_cm7$07}Ve&>L{xf#eB;)fV
H7H;@o(vnGM

literal 0
HcmV?d00001

diff --git a/_images/78be423aea1fa73ae78716e5a669876df34e79d80a34915b89ab37fdc42262bd.png b/_images/78be423aea1fa73ae78716e5a669876df34e79d80a34915b89ab37fdc42262bd.png
new file mode 100644
index 0000000000000000000000000000000000000000..8dc2ac6d8ca3769d1edc305aaf4914bcd9caccf5
GIT binary patch
literal 72074
zcmcG$c{rBq`!|}BsWN6PQ-uZ*${bO~3>8UIGK3^^$ebaBD3xRiA(bgJi3~}mBq8%m
zGS8Xz=kEL6zhm!rANzR!dL74FtF_kSdG6=FuIoHM(|HG;(@@$)#YVMd%a&a#%4aTY
z*+P<!zltcx@Lz%`DNf)Y5)KNw4qDcx4o-%4H@2u7I@nlRJ6PT{;&QxUXMfY$N<=_H
zK$xG)+`+-dUQ$r-_W!&<z}n7CkXvJ0JKluSM)|V+mMt`f#9t(@Wm9f$A=$D;<&2!R
zbM&7WC+90I>zf9@YV!t5@{Oz8gZ`+SmmfZ-dhfe1)o#6mZ<CI)pBmdD`Es}U&D#7Y
zOb5Ts7~iM!4i6JI(VQw7I(j89&%x8PpeV#xB8&YjM`!EYsLDInjE2HXmzLZcM%?bJ
z(UOu-5<h`AecckIxVVWQp>E}V-hY3X2&+_=$B)r3?!YKt{8Z+grWgCq>-`T{(Gx$-
z)GD0^h@WKk#|0|N_)(KOU>hEWpXZMMuQ%HFrPFyJ<co<ghwGm#xvA2b&wIX@yr=yA
z)VFe85pNqv`?AI2?%GWC*yLpFXu7hp8!z$s`$#Q+<plcrl5)7uHw8{U@U1l4N_?ce
zmwbFLbLsMSP1*J1At50QUF`T8p~Piz_dht2e*Kg8cIo+Vry05!|L4CC&Qx=bR52U8
zdiBaAp?Dv+P}(En6MWxYEq+!XB{o;KjYiGk628lcuYr?Z_@t0(4%guAJD9>EBE*`m
zJ_>uDrz}ETsfg30etPkwq{mWmkNUsgI7)nbwJo92vlKFM)(OS9kGCIDdUL5c@cp|z
z2R<|09R5FXTmQG~ld7BQTghT08IzNn+tkq!)MAm8kwNpeMRIi0-Q9hDVWDrvd3wcd
z*-b`fZTj?^w{Ht4@;c5P-2G+9ZqQDG%;#Qa=CSgMiYiadO;1ZpenUe;2KV3e^jiN`
zK|_v~^w+Onuiw3URah7~JZ!3`r$<)uA}VU^_iuUL@R*BXJIS_5#%S!$%E>uyDY}O@
zoHA1Fe&a~Rz|8e5U2}7D7M+7>I!CT$L`+ZH&@(Xje|Y@(v9g-lfg?wPe*DnhO;vTq
zK$S9(QsK=A?@Z*Y{QQUq52(J@*7|>NadlPE(BPGjxEp2@EpQ+!D=U$SF2AGxXWEs*
z(S)FLsoMKxG-yeSii;I&PhPcL-~8Fynt1Numzo-GF)^nvM?^)LBGp8H)$(u)4Pl=d
z>FuZ3ify!4#_joOe`?#&Z`=>}O30r*yW{-%^MgY}yXd^4qxa6cxS#tgqGP+Kex&v1
zPip${_wR*qH8(9R%1wlYth=R|1h3U4C<N(#a26^oEc~vf`S0vh<|JfgJ=#W29U$+B
zH<px=iac?PDTrCnbf&+GU%w!1ZOttqG4XVF>GhzF$kFlf#DoOzM5WLNt;3^Di3fL6
zF$w4&ycSm##4KVztTt#@)1zkedtYEw<&)%(A7k0290M}`{{1T_pXWSdG~5`+nG@M&
z9;s}*!?$`M9$Wp}^<KQq=z<IGP4(Y}@yn$iC$r5OpH*rYsp4c;K1qm=Hw=5;($bP;
zQbRw({lTK;FjkzeD5^rZz49onReqEYIn9Gs=cUQ6)0I{~-(7y(rlMwnWB&Yyvoy!z
zpZ1C?)+JRP)}`uq?wlaL*81NC%eG8I`ASq6eF0`_|7{Vqey!tG12d#<cT29h$#8DO
zUB<oLGBY!SeP$xeDjd1fPyXJ8)Sb&04(@*4VsV^p7h4GLU_!rLp}4~+?e^{4cQY|v
zIDh`$r|Z|ditbo;7Cd@-<dV@b7WrR%fq|!!E~p2d&_i9|Wj}fHq}%i-@(&9?uUK{!
zF+NqT;)&2NPl~wq^>fIcz<>Y>y$)}#UK?@T<_gp7J{xhel4uP+T%sK9xx-IixBM1)
z@c2UNZiPBet6jTx_17uUl9I~N`q_v-awzU9&==T(OVdl!S!><=KEA-RlWg8)y<o>n
zE{f;%ru<Ah@YW8JSsfE?mZBf73F@UW#c23zq?}HDvM)GUiZ>jE%vWXN?vXA(`f%^$
zWZsRrxXtOGSFE$_M>J+<XA9=PpKUL?bL4D<0Q-`EZpQ@Ez?Z+PtK{qB3oZ)r(?K{H
zbzIy{=Esd)0*bq=*x1;<eEGtXd-?mwTwuRTQSajX{Ppbi(Wxn1w9vt|dCy$EiRT>3
z9)>|dL8miXY5wj^X+A`j-C-$;TTVwu=j-pE*gU4#qG4vn$Ii}<#mvz=8W<Q@kscwr
zms;=26<hJW1zkj?4+soo&C$Gknbj)a^-I>HM~@Eh@ohV&rFGiVb2GDpXTzV10$&-W
zU<<A>x|d@YQHdE8H8p8AH<n88t_(%A=iXwz_48fd`&xm4P|vmfmoHx)`1!DQsN5(E
zrC@Yy>=XWw-Tuw|c)w4NiSVPxkG(%#FS~wBO*K0Rd&o?wqR(@AIXiKFX{ouhQ_aAD
z)3KO6S1+W-1ZU6iIGa$U+NeX32vuzBIHTXuF#lAYw^ioHw{9~v**uY+nktvrM9avi
z;NWoFBKL3bNNY=rU%Msm$&>6ppHAJnb>z;SJ9UvFe7&d2WGMneLXzU+NuH|u>AYpn
zX?%A%n{54de#ap}K|TQijm}E~5ey6rBFc4xb}O$wkn?WaSj|XF3n?flP;rgHp`bV<
z5D~Q0?HU?!%_Y#O`>y}xY}1*i8E$^~_nZ2P_fYI6C#{N#ip~gSw_D;^&KSnV#y)H^
zKa<!LT*0a?U?LoeRz5T1lXq8|19eUzUM#9!H%&+T@Y92ixb>%fzsSz923DtDNIf7a
z`C@d`{QPbyDXE)QR=oWD!LMH*+_!)Kwg#6gSFYfjFq#>Rjg8IE&wp!bqMPoXj^o?u
z>qXk{aNhFfO*--uDf=R7`O<tEO)5PFvC=p}GQ||$rwk3bJvUc-Rz_quRnD9tZN2Km
zPPDd_m6ehCb`PQP(b1RL+2QHw0@{Zeo0^)=C@MaF^yprViRAdZzHBdC*Wtqta3M1#
zTH7;HQvCb-jZmPDv4vDtR?@PwAEo+YULQ&2C%;=VzeD}fC1&isAFZv%$JqiOKKyKc
z9M?3n;)aC=j^N^$60?rA65e}6CN2~o*gr7fAAR=Hr3mLKmJmg>48DoeuENJ6TYs$q
zZqOY^!CzVJ*=(?HJn7$VIsE%=#&BAGx6#nor^Xw$XmaQ4Bqb#)$shN;JC1r?US6JD
z8EP#|t317z+FxAvpn$;VKAW&7Pkbx-Xk$ziUEMDpX2eodR#y+8Wc>N_3WdC=NYcp2
z=vbs$zeft^h>du|iZlt1K1Zloz|9kf4^v@NswS0N<u|vr1yuBL@$s4I|9bkI1zUr~
ziJC+DOLn77?X8TG&*gqQR&Y2PFJ8KO!eV5rEb44to@kw^NLpGNaFUU+v5Knd<4S%C
z^IW|P7cMBPsF0BTR2&~4rz0gP?t0ibaynHz;X*1}U83V+lSQt!wsxjr1=;W4ziq_#
zK6(0-WZPx!on#dOrHy;6KhOnLmG2Lgw)^QWB`JxOIBhzEp4q>-;BxZt(+9J&c6+I-
z!%lpd>Cf<7KeE(mPs0?%)4TZVm!7bQ2+4C<PZ_09j$Nv<TeFO-sYNZ@wv^q7xcZrR
z-}iad42P(+jPwC9KCI2w@*8}NUKnphU1`g==5$^B)Ax5ggEKd?-BJ|b;t)UoV98Q<
z;=6Y{({yTQhicp3-`H{X89%p(NH`#XN}G3ZkBD|kb6^Yg6IC7@q@In%e3Yr6BzID|
zmjEuP=V)Q%?hOywrNU}Vv@c%FvKvwb>`+!$=i%e?m#`n+vh7+VpGI_<rDza0?LZdO
z@Y1OC#V_|Otnc5Ej2Y>iESzmp;>>biU9?@{$9?>C{pI`jv%#w?rBQ<JV`m4xPoCkf
z?>x{Dh*KKtzIZv-<L}L2#r-(Rd}5t8KBFha*nnh!6^@@cVVJ9jEel+CZ)I-etXz3G
zsb^WCeEg}mEp~l=%(D~Lo>6G~nKpg$D7c)SYeGQJe>(E5zx_#h`O*uR=zVrJ30Ydk
zP1G+%L22n|YyhAq62$|`W{KI^TKbw&dr;<BEcV4vtlfGx@G0+hhq9)o?AyYNX*xI^
zUK%M;ySK{fyo!vfd~Sa8W?ym7x&Y3*WzWYLW&^iJ-@jj&EE-QgPZ?D^l#rMAtgF~*
z4qv{hrA0wQgZfIIrD4mPiza4fXUjzcYZ@E*goGa9zMz^mjW4*(*6>-jzxSJ;cW|8e
zh4#IjEUI`dTfFr0B(X<oBLqh#@_S5IW{3DMzxQ>WEc9PobR@uFdU|qB&J#ca#_*am
zD7Z^Kp4i)aGFp$AhRl$6ucp3zJMjIi;EmzB$alI~-dM5BJL5m)+?P9gHa<s7*nhLg
zjmF(}TkiAs_45nlxL52nWm^B@#HfSh1ud<@@$_Oci9+!hjgNCNQ(@83!GHwVMSt3|
zjKAIaJ8rOv-N5Ej5_=@Qz`LQLLFnofw&|l<!P01hwSH!tWMkn-=fOux)6UYJo}24u
z6co^F%6ABUI5yZO*5el5=(#bsWv`TD@UA_gv>Y57sDHpT!@Zw;jDI(qDA0=qo<D!}
zYCXQYhK>%?jT<+J3*EhYcjk@SXLK1Q&L!8dg6-J*oNm)33kwSeczCkz&Y3<FG|;fH
zcr(}~?gwbJ4TuJ39OV;VZrDC<b?>d#^rV+Bx4dmpy>eyG>f(ekU`~a{!!E0lxXm>_
z*_9g2<pIu3Wi2fR&y`w(=OSj*RDRw)=&m0&{*Ftp{>lE+T@v;1A$7OgoccSRBPb?6
zf9gC43c}rHkez!dHTkl%G){JXOmnZKLqIjBr<*cM845yqj8k__kl@FFYZ)W4u9Mto
z9bRwV9L}?BFMoRJTFuNr_1%fw*0vH?F)T@n^BVE;?h@C#3oVx<Jl4c7UA@DIZ4{r7
zu+@t=QFHZT_9HP)cJrg>Q6<V6Jr=Wt45mV5H=ctWU>j92Xi9%NO>?pmpiJJx<N&_t
zz+#8>NM484p4}XMb1TmH?Sen=Yqu0&<D%rz9Wi%9CyLuG(qgL+7REwS{g9m@y<|~O
zE=^|#`cjNde`Vl#PemuEd>eddAFhuMhlKaZvu9K~Z%<H^#C!l~>kAR<rqvf{J>ztv
zvTedKzMw!ivtxoJe{-eLlW8ZJPp@OKUw8L4xm0bc+qZ9*AIbQz52R3M+NGr2b*hAK
zOF8bt_O~sEEj#kmxA>wkfcM~lU!&a;|Ni}jwNA4*cb$OHQ07eyHMQLy%N3kd{xqCS
zs;a8KSP^a>9tGkn-Je+PEVTFY=kyTo&GYu&N<w?hec|FvNkfB%TuL)#M#<s}E(&iO
z+`=6On}1u$*_Ueg;wbD2^>L~4SFgsrJa^DHIXPKwHQIAyrF<KWG+xc6?>doNuE2ct
zxcO?!C4-|ZA)gIbuWD)S-%|c)zY<xAXT>ft3KRryprW4I+FAyn_x&3aGtQ(wpSaer
zp=f(LvduzinVI=Gm^nBE))q26+4I~zuT)&^$nIhYC%IX#-XHwr$&={{&W$hv)kIkp
z1){7p1>HITy!hh9i`QvsRTjD6ZRKB|9svq_y#LE_LofjJZ~NXd5;Wwh2R-9I(*}~G
ztjdS%&g<$b<J@GM*3*Y;RGezN*Eq6`Oqy|h-1b=5ubQ~wRN#eY&zNME3LAw$vwwAT
z+%z}m5)`D#?+D?dAel-jo-7Kob{p7396LfAz+yeVJ2$-Rms!;V#{SLq?UrX%RlP{&
zx`@3C;8}&vQ8qGn9$*#p1n8@?vr{f^%t5j$_x<C?^yvlt54dlC+}v1AEdI7RG(US9
z{XXF|^_t+vZ=Ms^%MRSF;fV;S?sDpJ@3gBuy0$*$Y1W*qu79WHqEGs|!zt7Quj9v$
zPk%d2GXq@f6J`A|5-s@r4cf7(sT9;)zy$|Mc2-ta$PQ|<&Hkhk5)%01xpU`EVbhws
zsHv*%J8|M^dAU3l6;)e-?S3l1tuY#W>4|@RzTlsSpIU?|*O&-ry(mvT_*4~$ClFvh
z>4IT)`$0iL=H`@`uSfGc%ZKZu?k;sXtxQ+Y+?{VyTB*18sL21gkVY4C1yDJ^%W;oW
z*PYg|+c$6C+$-y`*H8Xa{AvIDr0#K68+!#cHg~Pme@ZDG;XJ;DAWqVYZN~jQG_q^Q
z3^ryXi1)oaRkGwf8t?CnbMGH8t*xkMAI@?Hw4rCE!RbqFZAG7r&Fr8`?A_r=I?5<6
zik$rXZ0jBwnT=&*G|Sp&M~$%~OiWEx%SA)lGYx%oHz$73dgb0~o$Yp=%JSUwXo@7=
zi0IqL&#%UR`M{c3aM_pxHQfo%pJAvffm4*;r_P@TVW9)z`ug?j>o;%M=;vczy!eVL
z+<<z``Eh;1dJbsy?zcq<LfUJdPEKM&LqkTx(F#FK=k@i~G&CB*BJ|Qs`^x=Lq0y%9
zTQ0f!43CV^{9YQnO%?@R0jpNf>%D`lBrYnd79gb-C-n>S$7w$=je}aOkZ(wK*5$;y
z{66G?0{q@>#g1UU0C7qV@9>3la?YJUFX!ng8yOi{7bRw0C)Yu*6^b5WQ_b##`a&)d
z^6pChL#e3`3=y>_lsh#P;?KQoG6#kM-OZZ)G}gX0^>Nh->X?ve-SbaiBX|1)`7(9+
z(I$ZY0)m1Plal-r681qU050q&Iz96>XKv^W4o*&5=gu8FFw}v9E{~3j9lSQ}FMEKO
z_dfdGUau+lDOUoQ;lsnPSQTyu=draF>d3o25NQ?*JtP7>_2GC%X>8Bhuoxjopp)lW
z_cVOCJ6EvWA4IfV-CPUC(v5|TLKL#)ULTszmXG)Du>QEh8zp+1zC?DyQHp5uM2D@Z
zt0Pb{aF5N<(@Xc?X~v(T&u<h5d@o%a5?ouZmgPNqG-PvWbE7AdCjL~lsHiAG?5hX3
z0p9>NQe#`q!f@ZN=XXQ`8@%+bNAajYg@Fi{&|a#Th{`|USUlq_T~<~Ut(P_o*dTiJ
z=+RD_id_&BJ}%~F*j6!K`qtdMZD*xfQc4N~C#NRbCZA^PE7TUL$pW9xpB4A*+t&u@
zsVTEE_)?S;H+>Q}|M20%x|!EWtV`GPM$@Fg4;&{uYiK-|Porx3a8Up#*<=3)RhLee
z?^yd|CObfUw7R-FXiX;egFxXR{TB5326SvQ4wq4G4!3DJ(c8Z&Lp|pAd;D#Vi|tV0
z<R)$!0VJ36<>Lt!Mcj9^YEX*ha^{a^njW*^Ve@?2%2lee6?>(f!-xyU|MyrQH?YSI
zefXsY>e)F11I-&Zc<c(JSw&349zWj4^MaiOJwNSAzFm_7vpTCtT1DT><mCHxb#*V3
z5~+Nrd-kP6<j821`mH*+zP^r<1*Jj-pjlYh?%VoAXz}>uB$NFW4W_lRd`MsA-rIM4
zUX$2(Kn0|G`puc>U7i-%r^fPmf5)=y`u?KBEDUYSs&w7)XZqDz6rV!^0>eRA{>y&#
z;|muqU#>wDew~qFhBHF6E8O|B<-9_Z%j`UmmMC}Zs2E@P4mGmgbk88a&|b)lA3jJw
z4i8Vw$VmC{LBCE$_@Zv19nX<V>3ip9u3o(=JyXe$NS}x0^3BZ5l;cRyqO0+kXDuI@
zoAKOS@+2UF8IUMSo7<VlMt2!bXg7cW2~Fm@Ip%b>wziLtl%DwlfhVC%VlOpFwbJqM
z@EQ}NmV3Y@KuLk2p>aPLUy<OXRdP++r%FAKijq2@)@KQ9dq(ZYUjER=b6kNPX1>I>
z#)1CU-Q57lSO#6mMaOnl>H%6L7sXcl;X3X^hg9fK1X7-kKX?5Y3qU6DhQ2_=K|8Y|
z!KbP`sK3}PSiZ)ZaK1<}YYxc87rGl&lkCb>Cm~?mJU^*KpMO&Wg+zAw6U{ONqPq2^
zp2nrp&2_rFLXHj&=k)c1>rM9y3WkE!pN|lI6h^_c5gBbT2pJ24Q?8!7Viu$+h?WG*
zKYe-|*tLm?iSk%?GWX*Gbz|&!2CJemUNC71m-*3vItHD$Ps8~%A5aEoXJ_+FDFvzo
zda7%rYWF)9L;nHLc9861jkyC^LU;QIoNUw}q96qZMn1_F56t4;Rh7am8Wln?0C*15
z=se+9iydPwwn=l)C@3fZm~Zp>RF<qBg+3APt8VmtAT)Fb4UJNoPIFI>rl)7AZpd|U
zusyU$lN&dhAnqtAY!`?)a;D@Nh3NP2TQ9O)m#qF>aeu$K+w!ryckh~Y8qksgW=q_i
zJpibWKJqY?DXMY{Xa=}r;|PO2EtNOdN38R`%@$@XbpKg_i2dO;gu0YB=3V-@sAEDg
zqc!~5Gf~S!`-{6YP#;92c16@GSXlg~wJyb`$m)*b1VsfOIrp{&YY0q@^OM~k+&Hp-
z-#%~Ld+uz>#HKHQ+Oq*rUcP=E0KpoyIi+P`lYd`e$MH|5*)s%aA~5&be2VPQWbu^D
zTi1^*7DLN31JH9!8)MZ~RUgdzP<zRCe=W^}!cf^d=IL5;E$ih-s`t=lX(@GEAOqhP
zvcNceB?G&{y&;M|I&T>bQZ`RMK9OAG<>`Lpe-tcqJ3_&Fx$<pfF22b;;K2hz)@^HS
z8FL^xN{`<~(Kj~UZ;|^VICv-SHVz2Lvk<XktAQ&(^RsmMf3&nTb#<w`xD@3uiTORM
zyv;^{>h!{4wuFQP#p74zoTVWw5Kzj+MG`7yj4(;nr^*RO<1AftD%=wkZH1=U6*r@W
zF)cqxIrN;IvdYd4$H!;MZ8Ho?J=$(f(&)=vm0tb(cXV`=<w@*U+2*<Y+n~Q}A<xx#
zbMz)&(S9VVp|LS^ND{7-Cu3q`IfTlV9e~os-%923Ugm0W*adA1ZRSi$vtfP*Y=GpV
zq8A@Oel)z=sm{v)hoYZf0KfS9_3NhS^vVNr^!bN^xhU59Xgq04xICwQIHT|6{rvg!
zb5o*{0)xq!GiL%^qzY{c^>O_>>9aRBJb>5WR3tVj%gdK@acdoZ%1yVUl&`nlD0ofC
zz#}WWV?vjo3EMAAFU|Zo+l;;%Z?i8&Y~x5`X{mwQzMb1{nE<Nzyty3u3>q&C0twrG
zQYhRp8cO>5(c;a&q40nF$dS<+bRo5JWUkLa(zZ~akOj{0L}1I_-CSQ%$WAKtO0E2X
z*12gn5F$3)A0#+Cnix6@_-Wv_2|CjYldH@km!6fi1}xBtSR>oj6Rr9ckd_qH)$3nI
z$?o6pli{)OR<4%QEK9dw=-HLFVkbcWISz2mlLH%Q7ZBzkB3E+$HeqS;-%8+;N+?-4
z2_@GAWtN+po3Sh-yN~U$!1uoQGkq<|WNoDD`}ciRv76EBo4*~3UUu!+SPM&O%+x;I
z682|(e-aD{s6R&8Ars44FPm?QyUZ`Y-kK2g;>B|J(#L9$DSy;1G<randpu{K?R2e!
zkW(<%AVtWl5)zUA94-Nbti<wK_uR#cRgZbjX6mJ3&uw1|CM1?;kkR(|>bxBytUQp$
z{Y3Z5gGKd>|8hCri7c=Ke}@)y13a-`T^Bp`>Q(kVVpcm<WtXOU8o`m&Jv<08i$_#+
zF?cmUKi_`v3msf4yk>W{kLIOLE3t`*38?w7X%x8UWPu}^!D^aaPAa5o(=#%j`0~oJ
zs5i3S6a@jw8B|Ub(yI2~CdrA3+oI|}^~479c`8nqRy?L+ZtZFRdT$$fz{7`3L1D3k
zprn(gS9O2a9%rmV0A%Kb1fwtZL)sP=7XNV8;;&nG!D=LIdbi|v+U>vzu<ZUI(Muds
zR-?2>($VB$>E(wA()0DJDh$!{1QMlg{|MEOa1sJMBc42gwNbD-Sxo-#MxfsL9A0}!
z?#(ql7_K=BzV|$CZIG`MWX5dgyAA&OpMM;sOtV?D+trkm$WcjQw8BA>o$#}KMM^K7
z(RvmNeoRaZ(1Oj{vTf6WsIV}b2Gd)cK8y3SC#>>Uqs^FCM1JtUV3y?8P*I7GkG}^R
z{r&s*h62**<$=)f7cV4VEB<Of+$IZ65%_-=6_GZyx&o!@(4j+pAh>&VI-jT}9Wbrn
zy82WLz9SH1X>YB;hA{XFGhXA9XWf>0Pl?kV?VJhh=g`4}*B5@b5Dt*+#!P6x2b2`Z
zNJjcfWnEoe`kw0x(c-q=6CL^4ZY#4QlRe$t0_kbDA-U-0kEcH1qQJ?8u^|*yKfkz$
z<y4TD-)cY75c6GPMm|tJo_4$S=U`U!yqOm|+S)I5-U1jX#h)X6_rP6rEjGv_TZZfY
znaZlFkfkxwrw}ZmODTX=^6>Bg9MVKhj1Xe;+;BZX5C3!)h7S&!d;}M>8&AupUR`lr
zn!Ew-2;6F7XD7UaSzs`~bp7@*4YObS13PZ&1Ge((W_l4vU~{!}b5G7~sB>Tkj(^%d
z<+fg{#m?5vw_=AHg}ru~pM-FYtUj&`+m36gs89lQjzGg3`SNJL+40+ux>e7fO-)ZX
z1$M=a*NAF=(K?<~QgYR8*+rTId$y*bfmcT6+KZTwZEPX;p+#cZAb2=9IDGs5-5bV?
zMQ;DxO65DQ{p!_BfY9pdyIe{*&_$q6$;4^S$G(HBl5`=^M<uS2FTI-5+Y7&An#~PE
zq0{7z&fA*W+C-Sb&<fC7wmqxGwG0DGZv&g;B%qBrb~&-e7P&6xZs%%YMSS{KU|p!F
zsln)VYO^4#4&~(hUJ4EnyiS@z_qbqtFHXJLz~>OR5vd;5`HzsSKFl>RRNcn<5mFx7
zm`=KW4Q>-H={*<@bj)kgd#>bL4gK3r&~M>kd|~B0=vW*BLlf{OC4}!4JW^aG_7;=|
zIBRh03Aq+%{FPgT+?n`uw49uwP3F6+R0JXhVC}VA!jFY)N4Q8mr?s`8ET8=AQ(#v2
zocjfjW+PR<Sjy_n+qaW)bFn+7v+o!BZryyRn$mp!>Q!|kqkWKneaIex3Ze8(11@j%
z^4q~|M-XSAC&Q|vv>PN|T~;*W$}t4<xg~p*?ES#K16Cx{trD)i_sA>n9GBfAYT1j;
zkofvFMR8XH%x1594=Qj5u;BA9C&9F(Qe-H+%OKI-0+WcFUYl#Au`{Cdg&8v4R{=3n
z$gCmykhT93c{7+-Lh~3zHf~wjIBe!Ia%nl-L)+oOxfPq@E+Y-4(l5K11?ZTW#on>b
zI(+(We%x&SU^G7@)A$yP)OYVHt@6VkJ>sS!z8VA_wj58?R>JV}U;ltgf^$Y*VwS51
zxS#m;?U9%JgEn8B-KkJ?xMI4^I5Z0p4Q|;FV0zQpaqGdCuHE%(d3z}+=qtL@kf!Hf
z25+u_;o7Wz)H6sD#IeUR^I!Ym+~y8^UsY8Fup;ESvBo{_t3?SP2@ozfHy441N72!B
z4;YW!*FN{`x$_#UHVoTq8JCW;mzQmGI?kA#B8)l*$NkNlHwTX%g=avXt5^T#;@kTL
zzat_d!ee7){+OjfmnNtb_G-}7?T);Vq1p&w9Nx|YQY~SXw^@c8VruWSUag)&0z_^q
zL%)zdM6se-Q?{NUi!<v<XCuA?UqA|~flPO7*fA<9st~D^u-YLoI-7IT<70$6Hr*>n
zDo5DaT0a95kZt(=+k$P+9^9?{=-j9rhjh#yK=k`I<^Tr>eF=65sw=P?ta0;CQ#_3E
zDt2ypj@XS50brm7J>-Q#CkWCsNF-wn{(g^WEA^E11oK>Oj@vlEv4n)nw;w+$VXBC2
zA;=r_8dgGafXE>@-RI9a3$JDlIF+8A{iKNw`8LzlW_EX^FwBgu+ln5rmD)zQfDkHw
zy<CD*3=6;vYx2&Z^qQMNViQ4uQL2Q77xEBZu$!r3w*R!9dAifSF~;`Q&tJd3LUF=o
zGXy0xt5*|lNBRhT2h|h&?p1Q~dzXdZUO{v8TH8DwJ#zJqnv&wM89m6H`Rc>Uz~FN&
zW9YAxzsw&WziSyh{QNuRXt&1t=nL=x=)p7r$U;3E-dr!;ti~-Tlx=xaQ{Ga@LWK~L
zD~;h0fsQh7Hq_M(LdzS1Al?fBmkY|<NStRZ;y*auNUgAap9C@U{~(5*dr0aVyQWFG
z?wTvl=NQB+Y@jC2l}x#ZPQe_lkRfsb>RfXpjeI9goTxl`QVdH3ANj|RAH8!cU+U@(
zoIL5SdV@@Yd99E~uxK>lkch|~@x2Lr)8^{N9@a{TL;%%SP3e;x!zDo3jczszCi{<N
zqMAfsa?Mlm(d5`z{F^rq1_uYZTXrVz7_rmzrMfvRO1a!xx>2=Dtg}p{QMy81tn2t6
z4+xva)eoDn?XZ^{Sm=+n!;pg|c<#!Tv#>C5JogC+ofnQ%v)72pMF=BWBjq`x!rPXI
zmj~DSsNyT*__ATI`FuL|r{vagHllb#)5o#0vwNRoDovu?FZyYjfwL44Mc=N5r(zPu
zCpK4U!ADX3=}{9xlDK$L0g?plU@eU&JfF!U)p$*t#V-#2usETY=BT=ph!X*uBPIak
zMCN0ttEm85NB{vr!RmpTu-I4uO8o$E4sTR%NN>+m;yhkJgA7B^gSyxng5K)V6dxol
z1hUiu7f!@AD&4+)6to8xIz$(lglISVW=^C?u4O1CHW3Mri3!G&f_%kapq`>MYNUjJ
z{D>O4o*CPum-Z}D#0;{N9IhBi1g-vjsjE2HThRdB=AwE`AUVNLaaESCONGs63y6q#
z2Es#;^NF%@wC0wUuX1vBLquI$ne!(tP*pD5e8aXp-ny{3_<-j=@7(%6tYf$ZNc^=7
zr?w078^OF!pFVvO5g}sydFLU4qi2*aNmRm@AdC#S1PA%~r4vspU%bc&AOXc;FqoSp
zoCKe9>sDex0Si{)+BFU+2jPFYd4wdUTQla!eWhX=4xPWDpLBr^9u-LR^AFtTJRvZk
z6lh<%q@|~)YGsxF<gfs#azB$iqya*j!&~%)Ys#?xRO6%AijP7Cg?su{#elNl?b{%b
z0kDsn`g$G_5iQ|T<zP0?hOf;ElWI@v`PlsA<#csfARM7^86RW0zl-rpLqjs;ZA74O
zYYyDoA^f<&kHWv=6BN_!z|JdREB8Z2zy%2}4T7Rh#x-?kXJ>OMNh)jrd^!SYk78o#
z-`}WB4t6cB9IWI#l5!yxJgjYEQEs0Y>&zt?xW;Dlub$LEzc4v>>5>uxDENMHk+jbP
z!Hj6ZHVHivQJ#Sc8re$o<7AzU12Z<Ls}P+LHi^vPcm$RM!2&Et`RrL^fUj`Tp9)46
zb`}($QUhPyk?eYvLq$qoaB3YN0+C9~z(BB}7vF{&aDx@!hVhdAJ+w~fq^zP^rL{vw
zJs;hn$O2S}+*C@1Q@{75%M+xE;C6A{kPo9c>@l(n0f34=a5D|P6oyj1q%JGw?E+zQ
z0cyPaWn?%aYI!L2X&+S{4FJka|1hfx!o}%6PY1`k7Y&+UFUR~FO|w;gw$s!#&=Pp#
zkx%w(A=w5c01mHVL$t)>>;PY7pfJ<y%lu~lGz?q)|3$+H<L7`R3SpQK724iEd9u4{
zqT4hZN;v=Lu$7rs*&Sp;LPGng*dl67;HwVW6&8>=6_rWEXzZmXhY)jIOib(AHG#BG
z+euV9y?twk`ro`wPbevgK{JFsd>LvmtbNu4Ho#IRT^A9pse)k0dm}p3GmnXbqXAhf
zzO+K^ee(`??lgV-b_#L<G(He}6l$D2jZ@=3$S?dSlXLp?>9WQgy)?jT!(%Ks{Qn`%
zktbb6Rg)eQq$&NHU-Klz;#i>hg5+0KRV98K5wnI@>FHKqKmm*Yr8GeS(HOD8``J2C
zz+snq$fG=nnAQ=XaU>x~fa>!Y5h*=N0i<MA&_{+=+y2qLxZrbgiv>AlCsBy_`45PS
zJ_FCxEQ$>4m>3?c3CE2%o1MF5c_4dj|BRM_Mv7Kln*haDnK&9bTI{=R1St8R2wS24
zLr@5x$Xva&<=M@XtR-as4dDb?B&Vc+NS;<wQYyRr<kNLpvpdjLNn}M3M*P-;8;(P=
zGpb(E*;yQPOMHU*{bcFx+j@24aZTs;F0gBF{=SXeiemKac-g&eM!Za(9G@XShMg5C
zJhNMLxreP2@}Tv{zbzTF;DOPEh5cdn>k)mAl_4Y=b>F-@sR-U|Mk?0}yJZMgHdHG!
z<u`{)%iQ7e!@P!sEPTih+c{*v(nGl34IruC#upg6lEM&-gg^)t2E{?4@nosjU1<(m
z^-*m)DgYH;UPb<eer7?WI_pgbV8PeDII+V|UPyUa!<|Ks|C!uvv>F7Z!tx;df<{AZ
z@$HPBXv}rC*qMw20VQo?W5f1V_4vZpokCMLn~jbQsx>S(wzcWbY@%Wl@ei<<_b~Xl
zN4Udlmf`W#yf|@-@Ke9k*AJ!0t{?iZkI`2+61(HhQp)zn1tB7EoW+4t*!=wbDs(s&
zLx+d#R$iX)sVPg%&c#>vG_~tr@vAe+0=wV8v4fV5?p~Amfqnaoz64w3-2050fnG|t
zXOEOo3b!2X{TQA+*gF?4cvlb5`8E6}ZpIcO$0)s7;`;aQYwg2(AI=D|QhA?(+KLvZ
z^>go}U7_>(LhH(~SgFJx8SuU#AbgUS(5e3Xu@trLt|K&#7aAI;u`Ej0ocp#DY#wfd
zijIy>nfux;OISFA!^0O)bHCM?>|1_U_fvyWxHJG4El34F7g`yzOT2FE+PvZMP?3UJ
zQm{^r#aE@{KxM%EY>T@Pn?a<CJh0ouL6_~}-@h*4`Zzbyqv^qvDa|!-a|B&nT$X>e
ze&m&mjF#a#7F7?&2qOGxlvw~7;yj8*@x30=;#BGU{4dI8?LL0x!}?+eXew8)47I-x
zarW8S>tPhZ$RdeRlMksL=p&BJi4*D_?Jq#CN=n#)@({7(2vu?$UG?LamUdH(&F|TM
z75eLwC!{+WKM-Z%>sPd1d?Fo~CR8_x!k4S{w-7e`wu-;$%U_0OhOZs@KGs(wg#p9|
z+@D6^!?ZlOrLANPni7qklN4jpg_>Yi5x{yza(#N^)AaeaFEca4pol#~8pgKma3@x_
z#C3@f%}}l?{YS?%c;lH0Ao(p$bolF~#X4r6KqbZ1nr26$XF&)AWdrGW4z-dp?$P$}
zKGKZ*d}e$j6c<QL(4Q{sE^2yEENjzlk^A6Q?S|-mk(yA_(nIfyi(S8d_FC~vgU16o
z0_Sp#{FF3vY1xWd6W%l@k6N4Q(%Y80=R!WPh?~wU8O<yAJ3fSwU<1c_`mMqG16bR_
zy)r;{>#IwNEf$vxZ2H2;znr1ehgd^Sy_XAm8F-@FivM~ljWw<bVhs_^JaFI`n%^NQ
zkv)PC?adwQ|M{~4BJJqafbIBjyd+q6ZD3#^6&yaJ6%8FwqXH>XnxPjj*gz;Cyp(w{
zJn%f(V35>dnjP36eC(L<`0wBQK$raFxf^yeQf-H(oYKr1Tq|O=>~|E&L*lGr1#JQR
zgE~&Ig^Ws!GZ!!((aCgQb+qkLPieM=mOMK*2bBF{e&q(={>KF|+kpM`UB;5&=lAp?
z2trd3%0+>a#gfrl3t({H{kpGSFXXX<hYuT}^8p5sro~*xR)^MeTvXIZGz!uwKJ-y!
zq>7u{+LOHt{#0o?XB8F6P*aglK+(juM&yM8a8X}>Z%s{2MRL$KsN>}WGv7Kp`N?b>
zp9`Hnezr(IU2YYbT6jTKrKs8<@jS?5!IjzqVSwb|kt2H?Eb+GJn*G*a&iB|(G8>Wx
zC&y^{sS8BRAwC56QEaD>9AVQTCi;+^(=7}=iEtH(*tNCC+#Z3C%SJ@vgK*b?!c?$>
z*g{O(%A5nszJN;b7BOhiK^l8@^a=$H%?Kgto@$~ey*E%D+T7Ii>37RprTLc&8MTpW
z$uB9Q8%G8z0~yervK_|0AG&ht$B<o9TbnZ86CD}ck;n<aq4`10fGz)jyMn)V-vX(A
zcnGb>sOa^dKYvtaywWl<_yj$9siRJs+<tf<U{%`?diTF<MfZoxYLDFxkGE#<fsZ2M
z!i0N>f`n{J>2g!3#{n|i&Dn_3LG)I7vsMs{7sr=^WgP`YMC`v0KYdzxJGc`Z8TOA4
zN|oW<k!NrYu3V`_^;XP%#>juqUNUB{xXl(o8v+7${zdu)XaO%dYj2-Dy7TdqC&zD4
zozmEDE5+z}KMX+{WK1e|>oTyPy9W1Dse07Z3g2cXP%_3!d#SGdyLF6!W#SkR9H(%k
zWt*LZHy5~15E7Vzg4P%KIn}n?MzLx7s(dEg*=u))7^(M)AA6VC^7H2f2+hRpJ-YAH
zvGd4KXCjY)#2@HwoUqZBZMUA`egRV(!)t)BOysh7<Dap}BGQN503)aA$FPk!LOMp#
zJ!hmXo4<coj6OQ3jU_eSzAo>c9(=KF%lRMBqkv{fcEtY8e!hH~R9IM8rukO&{u{rg
z`*<ni+-50>&?OQ80>}@LEMfZ%p^Os3W*trM%<ckIb!tu-#2BanfVGDGVSE66GPdr0
z|NcElb>xL|>6mFLci0iq9H9s4Eppj%^-l79WcE~K1uCgGh2NUcVo|*oCC+R(H=s$~
z)!OP`(MQ4ZZc@+@=~DSyx5i(-J4Syma?NSrKtg)@Ln2l~!~wwWWqM_R03eyYhh$@a
ztx@vQJqFTy$cz$xd5-y`QF@tnBJ6_HAB;0tH<vO0fOM&r;*%7q6tbtQTKB<l<FyYX
zq^c!P5JE)PP;=d649ZxW+gWG~=j<(X{p8~*#1pmOwit!wYotgeCWex#eVB24fKWKm
z?U$hoi@!5_RmywC)HHeYuUq=^_6DOYo8@Uk#iBF61>N*6U8=_3O7_i!!~2j^wgDlx
zV0{6ziu=2W>_b6;xJn!EA%tt-Z4BrAfd`Y3p;<>R5qbXLZX##MdP}i+WM+4s*6M(u
zv!uSB45UuLR*XdqJnOeCf~7}61R;pCnVJ$yRnRpuXA7nQTm#jWvo%lYhz$S>5|$7W
zF6Ucyz2fXE?6Ly8TLu%t?jX`1Q2SK<&ZW?zbixb*Eyo{__(O>P6|=-<uu7`-_tsXi
z1pSOpw4$<ypQ4l<X*jrzj-6dyO>O7Jix(><_j3n!1UN&8xC>VZS&9vzcm7w9jiL76
zZ$5K#KcjeQN)iH*$UBEiHq^q3$KHl`PDFK}3z;A&`8e^*ZbgBJM9gFCeGWG<s$Mje
zvwXu+04gxBm<W~rF~9my#4K<zJw392rlch#u!m$U)uky_IvZ5)-j(QC{w(H<GVg!l
z#7{Ve-@cXM1bhGPb{D-j$9F@NErgKiE)?t}m!~B~;|9!@!Uh1f3Ap%HN98h0GMxv*
z6+m6c$o#CwBNZA9CJYN$^$+^)+ThDOHXTKMzy`^NcklR-k{|v3n@Z0hSvcHt$Z0G5
zXnpsE7B>`G&L=V>+W7zC@YbMu?oja>x6$B*4^2Q41_qIXPD3X6cxaG_CVU=WcpMj}
zsjB+*)t|SO%e@Azv;Q^bnW0VmNb;8V>-pY<TYu2i^R;h%sO%ZgH)>UNM;8MTVPPWS
zhCu|2BlTyH0bpHjaQf(j+zB)`g|Z2(Il8k58m?RwrBD6X)(E7BARWLsV1BzxO%&%|
z-0=@fNl6Lt98&T^sUm^O!Gd5mXb-?6x)B;F&FWuIEoz1D*|U=jXF?gb-}B_RsX(^Z
z6JNe4gDhj^>tIBG*Sp1wv8(%ivYRV3f+h3xN)Pu^jy@Z2WMze3XZhjEF^SxSCCJ~H
z3b~GM8LrWW&@?b7Vr~%kb&DLvUb($gA>|~b88I|Yz@|iuNfcx^9ecKuC$UPfati>#
zb2OMdW(rSd1?U%jeSIVuTB@p4Nl8fnb&miKW@R*V4%qHE1w#ONS&>HB&9%((i<d8}
zpz@+w#2u5HaUo)`&<$VJJ?ZZ0X+#te2LPu~|8NgC$<Bc2o|{BI9{2mrWqo(|lXpeT
z`ZN8H<-gKUx;z$Xe>V0(>-Z4l$YI1Q$}L3!6D#3(enE^TQA9?NutVIJx|Fc%akXos
zO0xa;_gIx-q%6CAYx3x9MkymRb5Khg53sd2`Xn^Xkr%hp`=GZQmAPZfpqU%PSz!>}
z0fiBBMUSJSiG0|rH={=>wnEF>&CE=&>Y?xMDm$nDWH-(Niy_rtkC_4`fQ-z$q=-8q
z_5&#klPS0cgo<g}F$A(JyPaQ$7VaZs$?g^lK%o0b8X*9QX$BA<C|ok5PCuKP?p0Xv
zxewei-|wF%)Gc0gC3SWAMxE(gK-C06RSAzo@Z<76jA#*|<4%WWbxb-CF>bGFXp1(4
zuDUvrKQ~(|m<?oQRX9Z0VueVq!6_AwY4GZ~r}LHvvM9p)h!`BbtOQ|;qI9)uiU^1!
zOF~o7HDpJWE?}{$ts(KCJ6Z^3!kRXJ5WSPJMD9hJI`cKxi4#O%0klP;L261GDh1Sa
zPzrK4o4;-{(9|&)S5cJW^uO?Xv;-oXjBSIvgI@wiz&YMcwH*bZ-{t$5`Tl{X>W7-|
zeIG%*L56ET+iON9CcE|<5rGfQf!T;m>h;Zy^$LzT2*-eRH3W3pf=g{j1{wLE1IX6N
zjQ_oYm>W}&A6N|<Ag^1PRFm@C&=f@QJ`rInq!vp_=iPRb-XrKN9i5zx&QH>Lo3g+p
z&;jHE<Qn!H*P94mTW<Y{&}BeCz;$$q$C>JevCjRJRwWBMMBK#A&JH+HULb;|xZ%bz
z7Gl8Q@L`KKe+$q9bT`C!Ucx=m)MS>`LX@w043%o1fB-ctv1<fkI$h@?3`6M!9k~k(
zg2$i$P*kYPFhD`1so{V3Wmf;`DvnT(65Zuu4bKq&!o1w`w<EHj3>X573Hc^;J|`Ko
zrR&VV!_avv>&1HNe&ycUHmRkh<x^!8nHl*A$^Oht+QcU3&kwr)!(~9sQ{TKXLaj#-
zQB(M|h9S18KQ%ks{L7~`Cg^odsO!m%^DAx%T9v7Bm;~eYNUk?cOi3a4`Q(MZV3C`k
zefa#_7Go<XY5W7Rq--*mZA8e5I7o&F?t}AUDDlh5rOpaqJTYVzv+o8R5`&)@Oy^5-
z?`iE&#plvg?ZYTLgzSFgxu?#f*i)NBPNl2tc&TpwCY%gl?aNt4RRvFKSdPLIBS=o`
zc;mtJ`1H{(xD==wgprT05qJ0e+=`p{Uh0`4$6`#s$kAeA)u`;Yx_XE%gE|;6poRHy
zBd(b<*Q$XNKU|v%BTwrgG2vgX>U9WDhMInozRPNfD-=$g3W^%GZuqcVT9Y|a+`-*J
zTQW*FBn3;?gfl+OQW3`v<C55XCt;S^0@Vi>x_f%%w^&pS*=-NL9fV*_ad8wV8)i3T
zvxjRM7sE$OA??m3a;^suA;^~!n8za|V{lWxS9ZCj3Hj9nhDfKG-HD?1D?^s`=FLNZ
z6@<_$qUBvNWM`PATRD4RBcgOIsCH;8t)FVr1=y$xbhoUn$;p1k0cifyn-C`JH^Wfz
zi<fIWrfZvGEIUyc5YEc+Fkd;_j3qhG;x5zkDqsLcUBB9Ket!PmB^!iEg0jWD3hhTO
z03aoX%1FK|;5l&M+pk}eqa|S82ttxQ{WLQ&lhZNLzkWv&654J?Mx=n&BkR}ZBAFpz
z%wj_E1_m%lmI%)eL!A0QsJEj|A|wHBBi2vner$Wggrhy67@8G2VPsw**Sh?$=feDa
zz;+&pJQ(SKN{<W?8RerMhusvOJd>DaC3mQU2LwU%!BA=jbUui**!B1xYP<}JiFDyL
zzBMLnVxNKn1Lfk+?Y#TVMLJf<wQpsrquK1bRsNMVHOSpmC7zzp{4vW1ccYF?xC!Dc
zkyqOh{L3<rdkItG;>Lfo2o_4rnEdnd@Gm>tFZ~OV`tPC<Z;_UWX87hXA|hx-%#tJj
zZ+2YiSwuuOlyS<M*G=8s8VJh*Jnhu2oK_<}-HVA#V!Q*@9l0}&fIv|eOw56L<2MtY
zw@*02Yrv!@IyW#rro`k<ntASgu9(Q`_^o%wnJ^``=f8WWwp+TitqS9CfGWw650Om9
zEHE*)Lj-nN3S=;wP13chRGzx<b?w?`Z?1109cRH`y$;f+Ob#$RhA8fT_G6}TaBo-I
zy*+!(w&vPfxV$?xxq>+2A)tds6^PyN+4f4<`SQg&duO;$-0GL1k)GaywzY<_q-_M*
z9)YU;Z(_(`^;hdM;u?1$SrKXPZHs49nnT*8Bg4b(1tPAi&PFoj1KE3^IL~1(1O}>V
z4r$vDo>7}vU0o&8Do9YU+pi8BvO(4moX!h+Gg{BdLuzM6FnN%KWDJ6H?UtVhW@z{9
zIg7aukQ|IEs2u7B4kGIDk}qC{bS`8@G!5XIPk1Ravl7x7P{I-=BM@l`-D6ciWQH;^
zrHrPE5v2t3cb@g%;?z1ze^P8lx&Jj2+#vUKbCbs2#CC&vjwONGJ0pUP0;+}-3+&X&
zb6YU`@Jx0#YA{EV{SIfT+a$BSulb!K?(Wi*<m$(@Lq6$KgqMpnzcCTsfR(Fw;Q~F8
zp{J2qep#T2$z`IO_25f<z;$&Z)g-;}LkppP!fnrnR_WzFd+9o1UL4nqmA?BJ^PMUN
ze=R;dqKsc;jXUFp)DBrM#%m}GN<MsuzJH(WXNCdi?Bys(&JYH;p+V!g#?Fnbob3Y`
z6Qa}y)IyT7E=DQ>88!RK#xux_Auy4XmxqhHua`zlpkcIFsL?^ur-%P862RMAv<Kq?
z|N0ffS0*Mg^_4ChnIhKvQt4ktY+VfdJcQ64bgKaqOvsoB`Ghu)4MI{lEwleWy2s4a
zDY?#+#j24xLcqtArZ*Sq&i+Lt0G~bk-rS5JBKtzgAF)-W!04h@jE#)$@9JILao5>-
z*;m(TEy;FkB%fjLi~PL2hvQy9`fP|{VN=uL%zNt$^=3MqXuAZfgH*RmH>n60iO6V{
zMa!Eo@>@H+%Qn_mfg$(Xaj_mUrW22AtR~D4D=X8n?@0{(=j_vAouF9YzkJ5f@Nu>(
ze*#}Avx~^{SfzlbE5u_$^%V5Qu&`5ldcU}q)=sIxknD-yMrQO!@$Vi=9Y;@0{&h@X
zV3vQ7X;)mMe~SfUtD7d~ra{<nXi4Jk7#j+AGo;K#LL2I`n*1=Qfi(9gFM~YjQ?PuH
ztEQ}xM-JAz#p1@quiSyZr&-eizmGZCVde$FR~U#p%!^{)p)|O<N<mFUu|)l=tgH`T
zsAf@vu!!9QWg97!o7UDTh@ik=re$SS0p(OtQPE1iK$zR`xufdu<J#Wdj0?Q}EDZ#D
z+3lktyR>&;k92!a59c@OL*X@Wwi2<AAW=4|-HdL0Rj@wkRJyGf@Qu2l1VO`;W(n@@
zM-VXpA4%&k8^78*(s&gkhbh`t%4jnP$N|~`uw%Lovl$fubvAK~&;W56=z!R1H(__;
z{TcW)!d|>k1(bR<tt!1|<GCQ-_|?X*G16j=j?@`552aV<{xgpX1JA4Hs;=(y=WG+%
z{rbWuVs!_U?d?T~DK=-!H*MR%Fcvc+9E6TMn5c`{RAezFrjX{bI4sHBz-t4ek+3K(
zwE9c2gCHX$fV?V1Zz6AHWYqt}$%PU$^FGA%tT*;J9mH%UQr^f9tN-0?vEeKZiu2Pz
zYTb$bE7dO#as~*Mv#gK7bwKN)Hiac5Rz!yMXCoQ%r;sJmcblog^9s0o7eSPeKswFw
z<PY3!)ObXVjUDqjc2!VD6N|8`F7~AB_Z?T@MS~8(vd8#g9h9S_$DGEec*6;v4p<5S
z4lD_iz5&4DQc|u7#ZEfM*+LH5xRhMWaq%tk&Vxy$?rT>l{c8LTrl9LivT|^699ujJ
zITvj4X5WOHsEk&B9#YTU9;>$@=5MoFBCoN+6~3am<7tuh{Q2{+7dthW3-Cya#mTO-
zn0LfvcDP;}e*55|L-7b7)zzs1pDjn~pWQ(w8S@Y$=#L^Ilt8s`+5ucKkHWWbVsXcd
zded!WKd<s7c;~4m$s;<wk3p3VP^v&b-O#uPO3oN2z43PVm9T|d`<CkhFx%sXr=ARL
ztWF`WDbc$Kc``gEhJAM7K1OJ;@pmxsQxv{j-fq>Jeiia04DVpd+Dc)1m=Eykky1e>
z@axJ*ob2yj$G}JNcq9js5~z3xzx;75HYbaIcPrB(S1<Y#2{*H-EL+HM@ODKXKUvqW
zk<n*y+%WpHPgK<LyGQ82r}@~3*mBI760rkxErYTN55C8khw#lYz*8WIacG;qa>_Yv
z`$GMMm~KuHk#?k-K<)_Ig#8DuYKEu8JkIpn0?e+OL<}F*(L?hHZ5@vpP2WEFWA`O9
zRVPME999H~>crR%Yupi_M5Q5xm-+13v#`Y@KiqgLG4L?!!@1_gxw%|TQZl@zaRBXb
z*O>C>I1-*CM{bo<#Vsx@{CDgP>8<CPE;bc?3ogJ?Ca|sm^0QI*UP^T;lYWk4ujJf=
zuur4z70Z3%cS7o~9|Ni7eV5?XqtIiO@4v=&lSl$BWhULly)d`7rYW4h|9DJ_@1!3L
zz$wJkt%@h|ygH5?K3rMWeGUN!jMwdX@`?M&a>+hW2E;m|v>8hbxw=|`t}!`IjPACz
zwW*X)FJJz&`R%9qaiDA%eNAHy2`a~SW4UM!MYA283+R}@V0`f5Jt|xcPvQsFmd(z`
zi)#LjIlCtB=~BEAomyXC4{_f2l_s~+^I=>E_lXl1oyU?Qwp!)4TbAS5AcPt1pJTuj
zq~Hwp>X)9L9+o#=ZJJHV>9HJ7giAk-%<cMRn&06UD)U!a+<Ce;>~?(FgyRlk;FCB9
z2*Oy%|E1-}FvT<`&nW~VZY2~88)4I6B7&bNIUQF4R<d+SF{tS*9s6=AB|Tl^o5h{2
zwC^Ky-ZEgkOR=R9w4)D&kqN|v6zUqGNg&3u$r_4)87=Xg74$-GDXA;Y81MY-7UL!p
zN4z7-2eytCGY<8^Hp{&8o{R01fi-10afRzhyYb;^2k@9gdlwOQ#KSV=f6GjYDVds?
zX$DAqpKv6cd>kd%-VK?IC45F?BXMaMKSW~S7>{?L>^J}~L_|nix@kXOHul4^uo3@L
zXL^Xt+d6i#TJ@2!EKpVAi;^ykA4UUB5G!5z`7;p-e}A)?7c6R<WNyp<uQK4T9_z-t
z)*wsmf0{qo^)R9@&!4kkZZrAD^`#u9d>}3lgoo!ak-goa8qw#ZtSsBM=lR$B#FU1I
zhwtZHWtpZriLnd4w8dbOU-3-hq1C4Wh=G9M^#-BP)R0Q}O-CJG=M~3@rbfz+H{nn2
z+3YjnX4(7DaHZWUe-3e}C}Of2aCz%AX2)hfk#kPtAq}xaWcBpJyOV_@C<23Gr7OF(
zppX%R%zSZfc53}(+qx4qQtaEldA)jdKqFdQ&cL82r?y`tja`)>>O=|;Zpl_F!9$0*
z5qEfH@TNz~t|>u*p`U%M@k*gd&11St^VE6aD)7q?kwoJ6J)+VO3=SAZB`llSVz&0(
z9j14yrosbw2$D;QPyg2S?YCuD2E)DnKh)f*Ze9G&BGafVP7U;)<{v+f4~z01X?7eo
z&DC4!n)0ZI=^p1r^A!)NfMev}srG4*z{n;|EN8pFUT^5d^I-lHT6`22Cm5&~;Jnyw
zw$hT}f#;BzZmg|Hug^F0UoCQITkrAQbjOB(HuaweKaeF^OFB<qFB`y~h0BV^bYLsr
zFG%L&<J0Uo)sNt&&O6;tNK9%$C4uZXf<i=2WTlQA*@1a46PsJ2QT`@;4?;szU|kk>
z$qZ*Q<KZUFV>@-VTY40s{O3fKsCPtm;P;e}<<TwmSP#1m_XJ~;j*gDXA_8Ey`zgwO
zos}G&oa|xZA#5*fA@=urT`$riu-IYSWO=N+fDrQ-?jRw2cOv9Vb8?;*W6;ExLySE#
zFE7t)m6?f&cq+mkAaLrhhmRZ~r))ulio9g4+etC;yxKNK*uPL|U#_n)7AVzf+ZsS~
z*nG%Efyd1xHkmIIw;AErAo=(*R6|R}@wgHRC|=x@pb>}+)S22V|7AFwoK%1y3$a5u
zoO|zi(bU1oMNK<h6z~fX3^WTQuXo<n5JS8NK$EagpU>$$Oewp}&jbq|>Wvu!=FJv4
z;_bu;CXqfZ97~RRj%PMCo?P0C^e8dNNV4SlJ2gc&+jJMGDlA6?x?M^<!dU)-ISU3=
z$wS^|3sKY$%KkSa0yAi7PtfIV*=><jNQ!48xs7Ix2VfCe7gp4E*s(|%j|%&L(((q0
z%XlIZBFH;kCy>{M{mm*m?Rr@FXw?KBVn#e-<*Z=I@!mxkG5C>x_TvX+hvn%$N+Bg6
z4I%5HLf$fVntQh_ER68vCIT9@6%Cj%M$}dzh)EXNKV&C?;Y~Kjt7cQ(C4|%T%@t!S
z2+(ft?3r*xT1Djb3oqH;V(6NHV2CzAxcRXZDtpTH&5a}>mYoO-eDCV2htpX$6k#Ah
z<`nm0=muu6!D8LNWudk0v0JY$Z#T8Z%n=~V&8N90ztRek9wDX{W-+Kt9?gBn(Ggst
z0``IY&lD6TTsxIFp^?#&8g|a=JiN0D5AphMkiF(H4>!&82o{@8a08OoJNM7>T485v
z8(d1&t}tE4(^<|ytE05Vd^E!m)7l|BKn{RjL`xsOp1Svbb;+1LoNvH<tXeX8KxVmj
z+l-R|<`jwHI%I!{6~@UXraFn#I?~A7z0kE{%wq4}CsMv{6SoWo20~?r7g`NQ5Fllb
zn450w#v=tXZ&`zyF<eOJV^Nc`T}3bxkIEQ=Oa^j?$9RD!gw_8-G8Etk2FSs|;V*c+
z0t&?CV#kSshA_n=HXNb;c;px!B?6ST3o9`2Ga}WSivq*_$)^#Yqwqd9@skx#ZNV4`
zhh0XT<a0D<;(z+H-QGTdTAriFuJCYOPQw3`d2Z49);t6y`tFf)yu_#;m>&@_BMN*_
zV=RsV+?c9cVNg|zr#}9han{m2sQ`7K5b>W^Y}p!DeM)7oXW+}`d<8{Cxa%sKnw<Hf
zd=GB&z-uK^+qTe?$k#rBhT?%jKu<fcZWu;Ey{i7;ETe<LYEZfxP}k*z27<N!X(gqe
zvKG0L<}Fox^q3UjrFZ-{REX!zyo{(FVl(n~#arGZv3~>vn%ESO-cLMT>q<r|109`^
zfKNES;BG2~vO6(-rr(iVaBy^_c4?e&B;UIiuS5AkdeiKWzpT;?YwM}!hs{%xlFsYs
zNFG@KsSDK|8uSy@p-gI1W0lf{BtiE;;t4MmR-Vw%@sKV+9ibDgc$|!c-QbtkzgTxc
zD2!ASwd}kC*#Q6_?8h&M>FTlPI{k~lyT+nX#4g!tmGSyDa>FM~I37dY#%f~dfb~0F
z5khhZ@PVX@y=FZJ4g<@FFc)B6z`IFyvpw^VW>)<R9YMQ|M=@s6y(Dol8WLRP=GzvF
z-Bf<d=YT_cp(0@D1S#UmHUE?ci3SJPNSdIiL+yhy25kv~_4yH1SfxZV1;VmD{J@}*
z9Kc%e)CR9=;;|~k82rvN_wP-e2xB<+Z@7m8k>Z~paZ7+O@URNb3)g=%MpA_&Cnbd(
zY8|jaTB3<j=1EO6d<)%^QoD`pEIO~e<R{YdXfg27zy~Q^JiTjj=<`!zT^?XAd4I23
z5}qmoZ@K~dCu{+uyU{4a;JNZYdCS1r!K4TN4sbr~BTY|9QF<pDhN)Vfdh363R#3ZT
zGD=HOmA4vi#lK7yM*1pEgtx1yN$uTWB^0x!3Oqm#Ys?h19TgR_I}Q=3f73oZUh<T-
z_KyHE8lur)nwrQ-8bTddTg)%TB^m6cy@p93bd5QfuUl>KDtl;Kgl|GT$LaTP465u>
z$-`sS@U%(l<x}&GmK7BhRgWdWGS4U}1yP3J)x2-K^E`iw>NAdChZ<W&`eWnr#mw`m
z+SoRoR!*nRszPakjEh~OK1MQ@Lzj<u4dG4UX(}u>u4ps3Vf)!GKK#F^I`e3*_BQO7
zWR9dl$xM>5WXg~sA*2!-%tGd|j7?;orHBY+s3c`9Lgpc3nKO^6BxL5j_Icj-k9V!p
zT4z1aI_La;`?vRZ-}iN2*XJfjGfOya?Z1DB%$uyW74PWnJ<x7Fl0kh97WL%Yt4H8c
zr10=5aUrx8jE5kU*@}-k7bEk}g{VCI&Y|jcH9PLiseuPUCbPCP2Ld!q??j7<G^(5&
z5!)IW8S&rO{3_?u6FlaSDii>cLN7Li^NsPT2A+Fz*;XPQLj*(qH&R4(f%k?#4g1Fr
zAGVRujzMOI8wWkx===(TV<>V$>|W~d10nV7%6*3O3RlzGXkK#eZn*hWYx1q>@c}5U
z=e2i?C(<Cx`{Dw^#wUKb)ztfG#PJq85xy6gfIZLw_}jWjvH+YC1_Aa#Q~WSyTK_{D
zGDZJ0E@xT6%!`<wMmF_o)ebwpwdoSVFAf!6ZnD)^n}dP`8Xkl@ycmPQ75h);B6WId
zU4nWXe81Qbp$}I5P1?AlzJC{_wZ%8X6@(Ip&fL411bDy9tSrE#j%V`v6!ysu@5{sV
zA6%HRUu&aFiYIIquJWv}oH~~Q<0A$KsGoNHJFK%*RV*TCVGqv(K|CP5Fxv|OjH3tk
z?U)Hp*9u$lfUl%fTgT6Ye=YSa!AUYQ)nS^e;puP+<}t`AsEwifSX=YI(#`&CC8qV`
zc5*n(j{k$ALBe=|VGCdmXnD1gWB_v@9DS24X3RgG{$$PR!7{E`^~H!>@ashVdmc$v
zhxPXoXh5|4kuC;mGPSHserWZFP8@?KwUgI)tR8IXlyPh=K%Br`gKA2tGZ|KHh|h}F
zy%_mX7EArrfzgi$f1(B91~RjKuZ-*=_*Z}YNd55P0E}Y*dtv~^B_w38o+F$XjQQ2c
zlL?sHL5qcSg@XJb!myyWz*3YZt+!R#V)1_GuOvCQFwNbhki(<u%^5}vPSQ`Pm8AtB
zzjV1x?>`STMcm{CB&Z;Zz)^L|3Anp$F}-Qd4IxkwWZ-w{cd9+K-60U?2P~p-9a>?J
z@FQSA3x1}PYOn8hmoZcV7$-LSnLGUPIz2Hq7MNaFuhVvL)6!EwP!J$fWZ+%J?fWIO
zXR6`yhjtSb8fp&V8_yd-{lJJA&lXa|KFXXK+I%>UOdAAC4dveqW+1FK?D!1BF3D4v
zA5@#tmuf17mAzEpvy9x7tQ!~@h}?O8&08)vdUYBdKf(<Upa7l5c?4@YZb|5}YEMn9
z8bbOI@FaL7;#PeQjI^<b`nHBB#_60nzeM5X0Iwl2^3Rm}uDoAH_9<EebZbZr6Q;k=
z&`?TI4^3|VSalX}0v`ew&ZSGSk{xn=w?-p;4+>TM)yIGo#i1zOc-Hc~@T$@g#W3{Y
zGmB(2?zH<iT{^AvIc{{owfBvLB)<y-0w<@rNS;G6^<vZSX*5@imNCPsh2Hz^?!`&;
zz0k~C^qb9OFyX1NFHAlW=vLB~$mcSa<#80QP$}~@WooEgFN%udaDt$gzYGY}bMZ7k
zl6Vb5|HjJ~&!M)CjxvrmB2EGsrhE1bZ%kBN9EQjJZ?g(j&Z0`h4Fg%vxO=f2K5m4p
zBq8f5+Q(vIN7(RQTwuPCGl+Z;CX7nDP3|avF$lQ(tpankWtg`A<1GywG}H7vWSyQ@
zXbw*S1_00k4;yzzL4h1{E><+<#ORVREyu>5wy>~h?epF8IMbXYdvff(xWaBp=P?RA
zy2z3x&sp4(WWhg69#g+}&ppJp3F#UxIcThKQN`4x9c3Db{%=A7QU=Osn7;7EsH}&|
zlJRUp2}V&|eR=d$1e-j8$iyi{xf0rEo&OHyJMq$g=l%`tGl8{&pv4y5`T`?&Oos{g
zPvl^F$29kmBS8`a?!G5%I!Q}~N9!LND%^o>2gwOqK3kN1XaOQAiQw9Oc0aMhc)?Qg
z#@tXmMhUZ72LKc8FV40|2UA}<?Vzw59+YvEpZM{K78bw_i5q@)$5Q_z+792R7Gghk
zEE>)iKzQmEdVbU<v{4)^{~x<Rq4bvj|CRK^S!EBrE5PgsZzl9~0nbY@sKN7#<iAn@
z1mQQIR;>-;8IN4JE)(BA@(-GT6R1Hu`#bylL($pS^Xcp+#ZO9nf%sYj{5FIN0O|m$
zTD*^l3kHu#pyug{{gMe^YT$x70;>h;c7meul0kw9PT~Ta!a_$l{j{~&$t)rcr|lDG
za{Nu)CZK?(ynb!lzve2wzSsqYU$N5yjyJrNIkF5gbolYHQ}Evz`bY3;x{U7lH0%vp
zJbt}88xkd9u^kt_14R<^l-wqtx3HNKN9FVM3aGk}wv{%w6<*0Erc;=EM0gJErXgHx
znB!s;fruRf#iHg(xgAj`c98B+g4YwB?WlCf!H~Br7=jC2EeJ)ehtz-V3wbWUdqm*8
zMQ7qGohG{vr=yO}UflT{H-z!VhHi3qvJhNC+)zk*8>+4zGt{{3<OO&Pk`tFsDd3fX
zLYC|r`z|t65CoRSR`wZQ>Yx%tb_KY6{0<sG1P%yM>J@jYL@?kmk9q-n9Wniarm2=2
ze&QPrUF5<7-xpzUkT@^!`<maEa|EkyzaUYDqCii)ct-^&EGqt3>+T*+k-CP4R6LQ!
zPHl5F=Es1D@Ye~wdv9$R#uDndjT^^s9e<&Zn>cE;qE3v~395}>)yD>l_i%wL{ouHa
z^At~;YH2NE1bB(VM<9wP!e#aK-0mX$D#T^95^J{=RE4raOpyWXy?j|Jeb!nAp9~36
zJaYJ2!rZ(k<&VXOB7uo4NbQ%a3$}10vp;TBx^U<!4ihBCUr#UMLydy%M7#2A<XT+x
zh_0bwGhPLR2N0!|nVDH#q5xdMsAB0ZD^B1)j`y2lQe+Xba_|*`!YuP<UnvZEn~Prv
zbCzW@%YMNt++RBHBZLD%n)&sW{9yc;aN-{0@91}@N=SxmY<w(U@yFQq9X)?5KYzxN
zPNn9B&k2DG+)AZ(Lp1m}_qTU-qDmmLDMZdysr~Vsv3hVHhPF*0+U*e$Pe)Y`{n0|3
zju#I&-eu_iV8Vj?a7<wY#}YIgCyBK%T|y25g#ZMA`^dLxsX9;9HvtSvIG3T&0VN11
zR{YURTd<9r!*79FjZnKVZYQ@R(CPT`O@B8K#&*J%Y1zVxnn~pCfH$62bdVsij!Yyt
zq$AKr5&pKKTnRDR73i;oXl0*#GWw<^&?DEczi{8I00NgFY~bDCJD>}5uS%Lz_lYk#
z-s49vHrO~f1mR6hP(3R>)sPmBMl%-O=8XeO`l*ol@c_((6SXW=HJ@#|7l0~)`lNPa
z{tUk(-h9BBL2|)KXi#S}rg`)K*@*}$5`3&pC{ub68hFcm8fKMZgbIsSCKAwwQ9L%f
zEk*nRt%)UX5b7Q(m=x4XsAz~z7Bk(Gw|+mzqe2`32zCK8R0FJ4<r{;K%kU+$ikZwq
zD2fAE2kCLT_}21MYRM3|Ba5eB>G0zefLn`F%?tK+xW~!*Z+<y}2EOY}BrRX_gCmFS
z(aGaY><I0bwuhHOQB^Y<lQG!Q<1o!f+JJMwWAf=UkBch^*Q=|?Nx4|4zTW|g%CK`W
zi3K~eFq*#2XS$_^Etm-%=DsswJ{fd4X$TYZaj@@9ajFnS4<^(9*^~OWU?Vk!fJsEx
z$0jG|5z&1JTG?FF@fMoib7+Of?-1nW@Nf%Anh=fVK}%@u>Z+Y@k#B)uqF?HHf-o%P
zd|KrPM3VN&+ZB|Oa3F;vyYk?xOgs#apa$wE9qxuQ53f5*bp9te!*khxO+&hQhvNyd
z`mbk8W-@WkBmeLzoe<Y0^)AOThVcYc6lza-JXdfmjJFxdsOLqNXR!U6#5;jUR`4ky
z-Nt>HaI(vR$bM~M*S?G=T)w|3r4!2`>Ab_}3iT(v!EFy!*BGq-XFoDU`fkJv#!fh%
za&OHJ{HL+rYTeuhM;Gh6E%+9Rh6h|Dg6@aoF?ir1#yCWc=xecnHh<)aEuTdfW-Bic
zt?2Gi5kVVFL?8%RG|v+7V8rn1rGO46S|Pg`e9&>w7^pnuYkcw30_r7BeCQqaHum<c
zZc-7sBW%TPZns2Z9th0Y56OsgioJ4Qu1H1_>NAMErxg?`q$2obS?Mq_!><z{peoZn
zQFkg)$PpU3_v&;8p?(7;NSPxbav5W?@|i{2Ii@i5)i)!rizl>v*uu^GAJP=j5@N4G
zPqE8kxV}=Xo<jB;627xS4LKM$&v~E$06c;xi6i0L@|PF{0V%RPobk}36$@zc68X={
z*BjZS9TOexzu3CIJ}KXVe`mGZxB8}sdnDfXG@%3~_#pwd3`C@wC0gSf&K|r54L53E
zRn_fjYao;1346z9QUB;|!!3@U0V(h0nll7Jqo28$=$H@9r#hl-!9&fhb?i1|S$IQ<
z@BCVGIl0`;)%7hV82CI4@Ag{n@hzTsVzW$q2EZ(faWvqOxJ9rWPTu^vdkM5rGkA{?
zVnLx;g%rM`90hS#%E`$+pHM3`Jg1_fQg<vJjX7Ncr%ege>I}Hfph=rwwYMj%?`RYS
zr#2+@(jOL;!dpRrV7Hq+L0bo(Ekwj;OHk+FMs7}UC{?@fkXf6gp3bW&?mI6t`93gz
z;nK;Ke?Eh-0tFG6O0c>@iv&?Sy?Mh6vD}=F&@nGx?(vJ?4*pP8@Brp27gK-CD#JhN
ztC+&H=WZWdQ9q4^IXFyo)++DTiz00dack~4WUVTNglj?>$np@AtH(<56!YdcZ;B%^
zx4kQ)=HQ*+*V^U+n4AKIO-3{2pJnzW@xsVW-k9fQFP-_``4RnyuCBjI3eTfq%Zqre
z@Lgtc(XZhj=Dd*Dvp)ag4q_Y^_6zA(;o-icJ0AuKU~>L}Z6_}U3C=ON3C$E`_MlHE
zhSGQfu7jqiaIQe+5ZF}zR|5)}#i>L<`*6`oSl^pg2P>@Yz}2+t-Y_X=C<aWpgi-Ic
zK02LY0^5rp=`~!5I97#<hDdO$iql$(JHwifJo_YUARN^1I%gK40R%L~h~f@}ku~?3
zjR;nJFm*oP05(-Fv)N^|`XRjp!dL_-5mwy;j$WA>(NH_^s+s?Jyk*afrlQcno+cHp
zj_4zemc^4UO_n^Ghp()xW*Z$A<%l9ko_JR8)?U)ni;0hCewU9KfjFVmC-qX3S%ebO
z2<AaVdGz{8xjPgQqCm{gzr;duNd9&ru_58U^GFpXP7W1V>LAJC@P-Z$_T8SX!(#xD
zn{|B9iT`c<@FPwY7@l1^G$pn>Lf#?PeFUxz!bx1RwYi3*Ls<$cEFyT0SE@5^YLXrA
zC)Z}nl5xmBL}5={TR^W>P>|xlA|q2-Ca}Q7bBt&=rpohh3OmExkUYb~!hmK8Y8}k5
zs9<rM5S1Z43k+=)#uREb(U5DP0PjfZ!f%DXh^UHi&oicL<hB#2T>RgJd&)eaW4g*T
z*Y7!BR*$VpinjLUOZ9s?BUatfj|r$%QK@xLXJq9(ncVtwhZr8cHq3u=@^^`^u=g-E
zVd!z6hZcBni-Gd4ysC_Zgv8io`E`$@koC!{=QLd_I^N^0HTC;9;h=&2FrNxDaDpv%
zAdD<l{WJ<m9CJvM7#p{C;)){AJnV?x3lce87$|H1bGX&Lw<s@O{qYJ8mPyR?s%*vI
z8&{AFV1Cu+XJlj~Z*?~hZy6$M1Lro|95EzEokdJ<MNpC%vtRy0Fj@&QR$l-z+FWsq
zPk8d?LI(c3qT#>}8;%kI2k;r>@YWy#DKHHZE<;oSDrussdbj!TBtbRLMFE7Vp5lcc
z$ca(mltHApwab5Fr`Z<^m)6pB)N`ot!6c>2J#Zveod{wLc+LnCE!@}JiPRU<^`|j>
z)I@-ouu1#dz5+8j<k!vwG*oZFJ7@J;c6#I?Cm}?4C3z?<jQ7gkd{@t_LE*u}ojHR9
zd{-H{_Hs|Rif7;-q1pIP41JSNdA}S8gJ4vgu&{2=xsgeoM2kHM7_gwAhI<Q73H+|)
zK~Zg1EaJXRJ;AXU+u-g$ostKZ+P{C;Zc(NG9_~2Gealg#R)CX)l&O_P1_TpES=2c4
zcW$fpz5*~2HDuU939=0@Tt;-e1ci@uL&6hS8O$9p>tcELi<nvvSy|%cV$FtH=eWyJ
z2+g^*tkgw<I=pH?44}ci<1>6ZRaR~ECRgKi=RK-C6_3@~O2ynR&G)~*V?O-(0m>IP
zqF5^e|I*j<IOGvDKuWCKv^(yth$n<$zDw(+dDxSz3tT_EPv8lF69A)cA~uCCaP)xA
z8*RS8&`=f~tvXDY1_r`=Z1-QZh8-2&cr8>ZsyUUa$0G=J1bW3k@VdaVP_)nuxW_(&
zE+-N`ljvw|WcUb&YFnFvt*xzg-!WKgV$~rw`m(kFPlbFmIfh4dvIXdq2`U<%G~e6J
zX4lnU7lYb`o`aaYMB2e{{O{kt$UrDl2XPlQyrdeT)RKBCa+%cQ-Om2Et223>1@9LZ
zmwXSf{07E%{{uz(c6KKwrbR50c@Hl7`zMM@rDWhJVDOAq=PzVT1R82_{flvRE`Rct
zf}5SA{t+Bes_N>dDB%d0I><2CZqNfM4)bW(vHZ-xSc)CVhx7`q7A1u9`tn@lo5%hE
z0kFxaqu*8So!_!o9Ioe!sc)Y8DVhZK4k+0q{%mjn9P|2T3-Mv!!tK!5BOLZ9j9CgK
z)2mJ4mWAh?{;M2VSJ0dAbdo>2$KUH`QKIN5<3Hgo6cKE<OJNu75-_UO>~q@9Bt(wp
z_WE+>ON#)-A+#%?xDjIoxH3@F6VU?n^+zE7alGndq`>jx>Y5jKvVFFdV8&d4{YdOw
zMebNI7F3{1ra=XAEJ9Hp-YNJK{ker`$YhwWUb&)pA-h-DzJgT*ae3gCFs`F1@`3Fh
zLJny@-Q?$oy9@CfzrDS&dbf|5P(TX&p>%mS>7%5=hj=X{ZOzXU)j;M2((sFQhyUJ^
ztjLIa;3@NYSw?@vIaQR`?_#l~F}LJ3M|VSe)^oCpU!^Q*P@EDLzvsDXNI~LQM+ivX
zdS3l4X|w!A-2cyBzYayhlXwGS?yWeIC~^g70K`}#t3^P3Ai@ygsY{o>6@9poe0God
zQ>|L4GDsBB-VhW)go|)A8rF>hY$1u{ZDps@L3FyN1WWMWKmX_1;o;$T`(W;r=X-YN
zov2`yVE4T~RDD)?2fXd?)%g6{d+12Yr(8g_$`d`_i<)Oj)!&wjDytN|%%Q2cOUUHs
zgT0nUkxDCXuJngjq^EcIR%TzK{rz$2ljzQXHN>8Ebajsr(s^@laB#2)6OGv$N09*%
zNY&N9zkifM>Ik>sfAm$zTdvtwuc6rE(-DmWP6hB2!il#{O-+r<C!x`(@AA;6;V46U
z#uELq{Wd7Xge;mZSi!4v<Q)<m@YivOYO0($)6vtz{KxC+$D4xqE|t1TaaOz=!i8wk
zAfXXp4D$q_5CMFe`md|V_3m;0L01r2OQP#8{{G>7(9F5C33J(RC%$Dq<hK}`Fl{)d
z&3p3m;di$rIR{UdYTr|0@*vw0t6Lv>f_bmQK{;JZnfsL+ki;1F?c4WmJxb*5%^su!
z0A6lU)2>w_8fmm`cm($xJlF^w?i>t?4|nHx%;nU=)JJe-A+pzh@>wHEKYxI7^l|~O
zgajkI`3qBH_O~aAvhWBn;L(8PK$6;7nysDvkvUAo{MhC4%eN4^0|qEQZ^k}mlTjvm
zu>ef3Xa9)$$z(eE`d3yazLCQ*^?{M6qXiSbcnpNSHm7Dz^6owQ0SmFJ4lk>oYhjme
zRE|vz{BAoQ=}n%mcx2=LVyN8<LDlDF9V%D9)!k+{+eI62kK7Bn-JYHvt}>=cIIW2M
z0pT>f_VRIZ2+@u~`k=)lLBQXjWhCyuRC@gwGb9$2@bq|DD=2J-M3(kJeAFNUY2^1-
zZJem#l?rIdc8r^@o9wGV@qnEsVz#+0b5+S(qTThW8#W~u+r*@%tL;*|`q1QAS=(|S
zYfv7|Esx*6@J^)tda=Mlw#lx?A|X88GuL$Vz6~vU21bM&7C#y6>9*5r<?crCFCEI$
z`a2sV$+afh_r6?;kdsfsj6?TPmA47c(H=!tqdhHK!&`AsN^Ep<h5=qY^sf6mR-&k+
zQDz-=fHDtK0!q7xKFe@j;>>ye+z+AwnmKqXG+W748ScpocHvh(g6KC?VlHP%O5K$6
zP})#{5y7{3j|<p=5go0F3#8gh9s52&e#?x{!okv+KdR~%3qm%xPQ`HhS(IjD)kgK%
z{TFYQP)5xB3|X*__vgM$=5o2>z#tC_(qQpJi{HYEu4!S09n=z<a{6MWoSbR0^TF}Y
zq5_KKb?iP)$MVTr1Xo^ZS+JiGf4nbAu*rm(Ct24K6-xBOxF+zX*xyj&2Bmvhw$FBb
zqK+8Yc_ko=d54z>#1e#LPzlnXQ#y+gjknXN3b0?`hUjNkUZuNlpwMUZflnu0kx6yA
zAJ?Zt>Yv-6D552)9F`nC!78kH{fSJ+hdyLmQQb&eW)v8UWZn6OG8<hMsfPT%mx~ZV
z3h<aw{h$lo<h@Y0x2hqUOy-a*<2%1a<;x6NIo9RFuG@~0hCRNi$wl6yQ2Uy{#GQ{{
z@blrswK`p)m>Bl6*HavJHLkF%3Nf5p|DlFjs%T~6Dms6jBS)qa`<N*)le+dL>Yijm
zITYVq%;@k9;Cfb|LzWQ5Ci({zD13OaQpL^5c7G<@F;S1KE5fJy_H4g<ZzL6O>#v=i
zWTk@8|BqQl93Q{Ka;`b=_kN@SAjZQbL~G4f^ZEIHtT_xPY_!gQTkqc3qT}kGc>ekO
zgR!Q%^nb=3Qa+fXRdR=z_}j8dbFe6RlLeg>uF43h`pu&M$H;wvgqBUV$z)LIA78-*
zZkA_0iKf%*6~nJe7>`}lSN3+5aVVK1^MC6|9QViv-)^=`3_@KGa%s^Mt{tL@<@tct
z<Eue*(f{PVlBa+5pdcy(*pQC{1&*}%DU4@|1owWPsI?OF7pptKj-@q(!bciYivZwN
zAqyF)6I*5?(B?25GO@HIq}bLJC52y=`f*=JZlZ97GRe~FcRg31$c3E9Iw2up7JRJj
z!gv2{FI!g2jM4qq7AOuWj|*{_wDDTpo|BvKUgWsY<sHS-_=s>3Zj(7iC;Ndm{Cu5#
z^>TIl5p(r-To&)lr%mO03l7B|N&3Y$YYe3ij+ei{eTJ`j;xI|a0cbu<hG8>e3&dU#
zOvi}B<pPgk5(NY?0_B6TIwm8;uXW61J_bf%6h*2s)F!7Ki8yM1C&QjS=oDx_FoQPo
zKtolNx8tpr)TVMzOqiOWJ%VMX$gXTJMB0Z`c61p^T%4#GS$6e3*#|X>jCK?h%Fj1)
zKIb<Wb1#+TSJhSzC%G^)Cwx+OU%ke%Ww5?PVfecD%{_hTp5of}@$8o8pHidJCoG(W
zKEz5%$Y}g+XuL7&=7>HmrDJ*pgme*mi^TsqPJEN7XLYo)r+i?!hjo)_;qs^sC*~js
z8J`D?3`Yzi{B$=q<Y3Q269(iIN4#eJxHHZe#c0m6NSccsP%2>EAG|1pnc3^dGb7a@
zFXH>Gq+*IzEbS}I;hGw2u1kCGx!xc6(dzU;`VeVvM=K@!#CyG3Ck-DwsY`rdZusZY
z#K6Mwcfy~-rr=p)QnmP59dPN}Y07|QKfKVk{5(^fb#h(b3)c<%+OZio#f4p9^uLgH
z*nZ&3-yEO2iD%1#<gW8>&0;Fl)L^P&FNEmlNL))70u%T-{t^}EHpIxq4roGux?lhQ
zNyI^v4+BP_X&uH(LHX6UV_26_VE>)p9`gh5S+BuS^natsZlZ_$gWCT_Ahj3739u1b
zZHmUm%?RB7e`C(=kYET)g6on8#kFY}CNy}jb!}Ry1Cp|yqT#v-8caKl7?(+VaKd-{
z3@F*piXb(hQSlYB_o7~kew3u{^i9oHaj-~+<>a`XU&by$(kF}=8L#c$o~qxc&Us;8
z)xd?v<;|VA65;-{>z_5B9dz{Dz58v$$E=5k*aBZ%q^WA}Y2JO7@i9Y~ocbAs;hU)z
zv^T%vG4eY+8M#t?FmC=^fa<k(4?d*p+Lz3!EclDO`S9cA`AG_aqen5b78<)$3TdQ@
zx$lG9O!~Eoj*G;~nj)|ih>aB>hQE!|bCx{Mhp0!dP0l!k@d+?e2{sb(2aei3+c2!c
zBY{mIM~MX&^$iV}B>SFW^)Roql>J-B1z905hhX1~-ZTXB7d<Szku1@(NQDzi<;+Hl
zJ-8x}zae&E-WQUVeo7mwzHdS28vf?R1*z8;)j$=0eq2-QiW5XKCKQU>-+x_NT-;7t
znppjPsee~F$f!rge5hh)of1pGQeD^g3qOC-v)fOO<<srY7oEvVb1v1Z9lvqJflcle
zCKyU=kJa1Tsq4!o)|yuT(y19bF~6MRZhQYu@2xhMa7rYdq=<%q0p7}5tO7Lw(SZ-+
zD+@B(&qTgmCb76PuJBH%g!!^Q4T15fYpCai#s!nx#OujEbZtloKyk7BeoF=;s-J^p
z$r#gs2$W%a+Cl!D%p7Uqfag((@2(7(;*Ef}gr$P>NG<XVZKB}bi$y@gL@od{QKE~7
z-A#49nQ(ysUAl}&3PE%sicg|)L1hM;kV5i4ES>3$I;*ORRezx~#n&zVOT<`9O9W&`
z!8)~fkBbSk2<v>$?xD#!tP}-&%$JpE_7=YsUWw-aUDNpl?f@6wxsMrSF+fj4B~(S?
zh9GGy`OF&r?HX&%%pPJt*?q(-MCtF-ht#!J`wlo!S>BYMPTv)2qRNs;Z>|!W)G5bU
z8Xgt$f|v72(aKC+>AKLwz#obmGdUarJan^nlKXUx=obGvi#~dzC>efwihI6f?@hMu
zup^e+-_d`yi>V)H>aa{ZQJoroJj(r>v%s6%*uCPAqVoz%CK}&rZHGiexXHv$^<sdF
z#VGJ|?$BLGvL>1Q--1hGi^gC~<2cyPYOZq9PhlLO?PW9mUn=;PevT?sHazK;m@bpQ
zu*U}7T4FAMmVEt(UfF?Lg)ZRpK|sYp&at9}7Z^cJ@cg%_{U}|k!&5)A7g)u;xYM1x
z)jy=@JDki19Gy?-!xSg>GbQJmP0~VO#W_BbHMsFe(5Tl>qQ03@Zk%CY{Ni{(;@*E9
z>^kj7UFm}LX3}@~xb9K^GIYSW*vYe@Pvw)vO=)!lrncjcquqwTG;Q^^)c5{9p>g~X
zJ0Ds9_q7t;Cu85f*6uS=r?lJ}F3qe=+pS`CZ0-Y#s~#KIztolI{Y6PTg$GY}E(t3=
zPAG?!^pxv00ZeDsG56XV0T~*W13$6+#|T|XIg<joh@p``&F%D5LY78N3IUmI;WiP<
zr_(~;>9~ajNq0X3$3o!75!RPMGY5GM%Y(ic-1=S(dz3n=Wg^N~wp=Yt+>|GOPsTlY
z5)3!=ssK4zlMNbYj>~k^mkOeff5}w*){IHjVS`J*)vgA8gu4w>C!wJNh!c2++#eu^
zD-9iB<P!3Qc-a$8em~^!@>AXA#OxafPK-ga<Jc5Eaxwf5f+<odmQ>n#Yz}ieO&u_O
zsn(d{KbITdc*#1H*+s;niNo&u<0*&i7a9M!zsLTUhC;pf`M0BS-xBRaWuJ&eGtV&_
z*5M<?b+JFnyHZvq?{{e~)JSdFDJd*`xU8I$@SyaKZ^2S{>)#5|PYW-EQ`$3EK9B1W
zj(by#Hjh!vT?AVPG7qw82MeAoE9)&J@vU=ue0Yl&4Dk=ZY;^~_t0;i$MIaBAm=oT*
zL2K|D(B)tGVpsUR2Jzuw`0@%r9ob6--!72Ov}*j4WmBXdMI4ZP`VY;;npd?`WVb{&
zwtIBV9QyZ(t>vb-++gHuIS2wfJluBJCh+lQ7vX^jimy7Ck&`1lHDh->BR0zaAf6B>
z_?evXhh#_EFif#X&D7ywUN-MKTqK|+t@XR+ijlhh1#y2rnvr&Akst4@rVnk!F~wig
z(l_025_Fkcu<YR?b*hwe2}QmrtK}_fxk84s<FIDZabDyTO>g=9@I-Q8p7-7#Ti=9d
zUP_|ib`{H2I_^2uZl+qcL2|+V+L^BAJy!;$>ky(n2OZBFFVtXA9|4^ny=|XCEUX~P
z3Q(49e&uIzJ0exew>OyMco-)4CNr~7e`o1ooC7f$BGvW>UyL|wlXI`*w(!OP2;&^O
z24iSP$8bAft~fTn%Pm-%5h-zkm5HsbY)fvX9Z=YxVKhBOXL{$tt&r+HI!+xkix9Z*
zzTLqKo7YX_a*pYRNe5U5|8tOdV$gQKGoVdGiu<1!;VHMarsA{zZxIHwtJD0+>`=GT
zx~*-c(6|X?%+%D+p%{ac#FFPat)R4=f0BzQ4J*A&kA8uSRkm`bDWJf_?q&H5>z$O2
zmt*GD2XC~cADj8H7QYcou6Egl$G_^H+mVWyl#B`Pe723Jqr&TfFK=xrTTaXUG!R@k
zp+{e8(#b4ulyZsTqlcVJQfd6ztv_~O$qvnyl*P_VJdGH5HVO1D#goan|K%v5fzd~-
zX9NeeC$GDsJRR|ZFbD047-0NoWL4}REUVFlQ5!SWYM=Gbx<EWYlM%}ti_(2{eW1jH
z1v_7~+5aLy2o!=sklxp6SBx!yfs+57>>~|xK3a}F$1~fkXg<`p&i<sQ%Gl#uvHNY}
zBP70#9zFV;C#<>Vd1CP;U0sxeJLEEP4KY>8{B}>%YP8z@B(aJU=u+9K?bzp8hp6uv
zr2o{fo}BO<r?^jtuz6GvQ}jELD$CuEBJc4F{7qbqK9rV`HW*edH?;d1?Q!~(Ui)(2
z>kYg0PTTQSUvMEg`$g@K$CRBwMq!GM%)s|=0k29K-R}1EO}|!c%24fW>@V|)3IBEY
zhS%C|BI&bI$+lIOc=<gMrovczAg*QH71jrYi=nmI>eOn+GWTPKQA^N(u`PiR>ImvF
zcubQRI+F~6enRY3z$M#z7pCt7xG?_{;sJcezXtmmGN%ltZ+={XwW4mgGJu%oAqg|G
zY5+qEjQap=pv756I|2WQDS`q-+8OQuBg)>N#C8r0VX&Bq@hkJUtY+2<Edjzr@$M5N
z75#(lbc@)@!C~{^?iAAklzpM84JOK%3;j@FtA7q>Fi^eUxqhzyKBj}g`mcTy>#V@H
zM$JV8*7yAU?)vz5+US`5wuikUG(ngBc+5>zRnIWS+`lIJH%C}P_ngPoA?+OxRL+<;
zD{{K*ADQ=@vU!u5F+pl@>C7LgU+gh$3+;!+HZ~X*j_(P)5_4|s<+VIDC9^J?`_U}P
zLBD=@J{*?bBP1WO-1x{?_WZfNlL1n>lic%+0_>bJiTH|-F$i+k=xUCTXLW{r&lj6k
z_Ed?(@xRs4;4qlVM1QkBoz?~eVN34-u~h;!2h!o};0B`o|AR6pgf0%Zl7i`5j6jmS
z|Edw3ZD`T)=#7X*)MbL^b-ehA6LT26Z+{E0mV(_rERjTv28ce`@ns0M4)JdU<piJS
zR;zTsI|CzQfCg{c{{orM@^|b=ug58kHF^EdXsuuk$Ecd({_cgF{QUmHjxvVJ0LtHX
zN)XVncA{41>+CaT|9G0O{lwEBd8xXu$nCWQLPg@E3@=L<l3j2-LMl;^e!<iF++B9|
zn4_)L&v!qHd%(f515Gx+k1@kb4RLmRVK(WHSKrAy%5a{DczD97ymLVH+%GlhM!KQt
znF?K#8r>fCQ6s9>bQOkt@#MNo9#h9m36s)Fs@0=Klc<fBL>`D`agVjCN?iL5eDdx%
zh8EnSn~zCe_e<Vfw-hk?5K7<+p3OJ+fY1Y5^JXFoea+P&#5h3vgO;7Eo!&UEn4%q+
z4i?PP$f746cud(sRnn&JGO)7BJ>P&6<f5yg^wW-+8~>Xr5(_MMkhNHvn<svwnK8Qc
z3h_}aIR$i{)JOLyqSJ7c6&FiQjqHcsf;7Un53BmH6_k%V!#a$ak)^zGD4O|5$ynH(
zb{!-oR>KkK&b)#%jSu%08b9WzC%uPw|1+=E71=B;y9~z`L(>P`&hZgL3~$@c2pcR&
zew@<#*DC0`d@`uEUD4|dmt8H@Htm4Zrm79R0&+W)6v=w)NX?z4oJ_38oS8Lc)2=qg
z)Q>TZw2M@|h{{{wOqBhlZyhrAQZg_tjroky;V)a=O7o2$&)1&bjjJqtdziPO(!a$m
zBbbV7y7v<I?HfB~$zNIdOp3t0W<GAtaEQ4YY-E|AO6#sD@}Lu<^fu9%+!yGwPZIk*
zkjjRl1GmK<R@QKkMsaZvRK!ULDjKY(c>Og@$}LGj7T0}sX>U2~a*$5KVGxGR4QKax
zFP`vQH@9H^fk_H`kSKxzoDrVD<o1SYqU^d`!~G-npqaSxQ>GU^Xvi`zIw8UIC+?wz
zy=4ljDVVqUh6->>JnLegf80U&k0$p&1`YcoBf`Cxn{`i0VCUw?yJscIKC5vbDjBNw
z-A65}$XNPD=(Rev_~706a<duwQnu}5>ibrgX^s_MQ&vi#&FKhNJpPX@u7>IC`ubv3
zi%~@1z!?Vv(WkLzrW^z+zjcO;mok`RJav5O4xQzjpt@KOzZOlUbf(qF=p$oskG_=W
z*^)KuQvaGg^ulh2o+#v<T6~t?-56aVpt_dcryf6g6b(R>{a}YaDZnQP)?&3}zJ9wU
zbP&tMZojQ&D=tp5U7dK(V>*NoErH{P9UOsau4C2YX|`dCDaH_%A>hHM&hqv0b{cNi
zM~&kgS>Kp`3{4t0t8B!pLzTVHZ%+`@f8CT}ZHc^ox4-`y>VN3|qX+np>GHlP0=tk*
z>^$ZD-O(o`U~Rw@vUT)?mQmMymkxEM*iTWa_&p4wam%xGgVb6-7g|pTIg%=*RgLD|
z8>*ai>gdu@d)=<qcJDjOo#CBg=|x*ljvW`RvV1056I$Q@eAQvdeWB@v`**F^VdLi3
zhd}FY)7IS;>)bma7pj<3k$3EI<|Pkhfd=I_te%ZGMl^|9{`pL2YiR}^YuccS;d;s-
z8AK_GRVcpU$XTT0+#>7^Uwz~m(&&r8o`D|~UUN&dF(Xgfil4#Y3C0qL{4k_Jz(x{=
zU0!}G^iqfK<p@D^Pf&gE{e4*<&I*qrn*{kGrJ<iqJtNw9GVZID7>Xo#Sp%BfAqrzo
zjmu7i&!7D><JORN!saS`gPknnh`GqHp3^o{x%;fIc0(VC;<VSuu%|^HZCg{3U}&pz
zRi>OP+Ijd!que>20gvvFP2IgeP?mF9st7rhEs|~1I(zWVfR^-Gxt*s{I!#oY)^pO-
zc~`q1n)nt6D5bO;HzYPbk;?rlE!(ube#lk#Q00Z&+j73BSt`&!WqW!mUDx!=Bc-vI
zG8&WD(^~0Rzt>-)O6_Xl^xU}PTUp4OK3+NMd%w~ML|~-OQ6v+@({V59gmTpAL|6dN
zE3vW*w-w*ad6l#%2s8v86x9#*zY`6ilEupkAu;}#dTd)81ws;x2{ND7#|X^8Vbp3f
z`}E1QT-@;sG4<T(jMNh=fPWLC(|;>}23ZO{Wp94;2`pME)yBLIh&N?KZV2j!c7ES4
zl)0iF)nQ}-mGsd!+|HeAdB*$$plwP$Wp+lDtv^$hBotGo7o+O;O_@cv)p9dPc=5o}
z!8c)~e$##P?ohl<Zh;P$`!#oio1Qagr?Q2&D=<+g1!}R5Wv0>|f12;ZyyHfdp?o`0
z-J7WOJkS0_a;7jo=}Al;<F5*{nHOH?q`oIV<h<Arq#vg?_9I?ds6~NU)V)0QYy`)~
z!DO!S^hHz0Wf&rBY;wx9ZtCtQq8r5IQpM+~N`oUw7cLTFkDxaa3uHK$Nx|MBUbgV@
zfm%%tJ!8+jh5yU@Hz8yH&jm<4nRz#j*&9osdZA6p^ibPiUi89K>G=zZEewnl*u-qa
zo<u&Jm%4Zoqgtp$q@{Gw$%3vzYDH(TeYE?(oqXa`hF8I7M4uz{m>RgnZUK*<q*n?}
zP90HEW0S2jcg~CQ9X)4CV_ia`-%r&>y@yPr<jnx>Yt2}(pR0!(rbJ{6eAp?vPabe`
zEoi-M%D7G4$B*x($z1$YYK%X(ftKiv$nCoxZGB(Bjxhrr&JUT&d-faMeU+1t)XUj)
zreJh>Hf2)#ge>{X%-DL0<QVm_C-KT}>P{b;FC%{<FDY|#-dmbV>%x3vA*R;M<g`C0
zL-c&2&I*0<y93Um0`nhu-r#2;SVGXkL-LyyA6&>X|J`4VVTLm>a!%WHF#?XJ>V;Si
zw=Am4`^b^}zd){b^{=lQOBE%zQ=AF@r$Wx=F9%CWr?VOw53B4Xv6jQ%z}-!fh3iVD
zydE-vfj>705?93f82!6<@2j5Z!xJ`AMzH4Ow!ySTEVNQCDJcn6ttpu5KSTE<u$v>-
zK~2T2{Hr0peVFKez2u#D<K@ftYo=0Ojg9}*Zn3JKFfFSaQdk>a+Zpm=Rr1kGv%7aS
z-YBy@mbSY2nAtA%Lq~JGOw%`$sH*16VWscm<<3ggcjctJ&Csu&6E~Laxw~jCyI8ih
zdm~giwX>Pqd3;D;`f71}oc;-;PZKU;I-gW6UM8YiV|c1{+SZm6FtOEV>??ES!j4e;
zo@HePVY`{|l>HA&PDpKtB@i<Pycv)UqPm=2^7X3@?m@*p;Y4xQV@vzN<LKUT%qBb9
z9Oq0%9~imbx7(D72~;1sN!HA3pCZB-uA`j1R_P+9E7oDqQ=8GSv9Px4=(VM%UinNS
z^3fx$=1^O-l;o5~`ug3^2n65vNA@(zCiK#+^!^9F1Uj_KT^8<*d&n_+Sj9?YiPmVK
za-hvmBU?FP&jSsP!vgXT-mY)?gnxV$@#)?6-1n?G8D*(E(eMpkQ@UewXua@9#pIp!
z-KVcVb=Ao;32ZrakU2m@{A&q61xabx3uXHz4$lo+9B4I@e~o1g&&;gVPOapzTs=))
zpng1TOYg3@pnqomaZ$l!g_h<RnLlCUe0v=mziIY6yGfs1>RqX%mR&Dfx`IjPE~*E?
z1n`NVS#f=^=c+Kx1wISEKiX(;eMC~?HK4Y_Jq3IM{)X&DGZin0Fc4vpb&EeS(=^@P
z919R;<WBj=SReOme#6gH_eGl({)wXRzn@t+wu5qaW`(fAYCUnht9Hb`vUqjvOLT?B
z^Is@z_MAB;)wHvv+_x``ntY=>*Q9XKOz_v_R^hFIIj8>Xn|B<H)LvQSUvhZF(|GBf
zV4w4?U=D7MytC}ZAGc8o)^8ssCr@GHDUTW@@jFGqeM)hNk5Wz5ZN$*LF}k1o)mh!y
zkL_;?TGlu9XH^RH-f`QgRL?it7)9N(SXz7fy=SFq-aFa(c|qbvuWz>xm;25;E3bgg
z`;LO)PtVpeOUS(Q2EFr*>AZZ2b}g=L(qZ9_Zro%M^j!3QW}KlEpG8c#Sr(b*-kNa<
z{rej&S>Hw$UKq}%FwQi^DR7*_yhv_&zTH$ph~s9O{H*o@rDXGxnS58hqvlDjSV8yI
zGj+`xlWZ+pPYaH37BE^rtuT@n=wXXxPKvvy;!t({SM70Ajt|RE^HuT<&o1;{OYNHA
zq~iRyDzrK%qqcR`(kW>+V?H8a%DcuWi-*(m1phgnR6eXy>oz>l{IA{dgIDSLzlchi
z&6C9TU2eGR4jw!1LZECbpq0K^HV6ld=>@7ocoX5;7n^zUfyBlZaa_Erka$#ecP|py
zNxtoWUhb%C{g9E-kVWf#eS9<%D?ro@SphFYya5MvbV#4FjXhL_7~7v&B9m2isXs`u
z!QpSTK6rW&wJxWr+l(S|LSzQAqB1XJwVIuZxW^~tw9jC-yo3--cYTCG`1_W|@@W(4
zX4cQyPNqwSKMPu?-KMz2GR5Rxha2|VZK_Xf=6+SS(q!^BnR*~1BRN;B!u)HteD}Tp
z6$j;=aa>9td3Hz&7%0Df;_XHktD@<ClXJKyh`Yq=#5S^zr%J?G&#3K*>ZP}}?At9P
zq|$4{Je^r){5?yghBsx`{KxkTb5R_#4VSF<rLXVRSUF<;eak-akncj7&!eQr;at7_
zRXlGdwtRjaUT{4zUvX8VWR{oVs)V13*4MwSll$kA>8k$z=(~A)?qRINKk;|g-<(~g
zxrml>aBX0T*C%mESo<2Vt@ifzfBbF4ZO;2su@Vt<!f?vLq41Z_^bffgmgy-vcRjzh
zZ*hkL&xOPCjr)Gm?`AzhZJ^;Q0F4WcgSz-Xoj8{ffPnYCzIW>gaeWmtz_cx6b=&E5
zkcp}M@Un==%1%=tC$@8ug>u*Mn9Q(U&$8YXNLt<UU`OrF#+K=~qmJE9HZ03uO|`qX
zDW5;p>PfH3s^X)iBfiTggRb?~>b9XA#`uRxzP}9y(>%8ttu#VJl&ehwgU=lNEj-H|
z%=spTb>x_$o^QOsjT(J2Z`%DnR)<35@|w3kec%5x|0#`L;c@R0`dfwjCbcE>*G(P&
zeHu&+qpHl4d0O{bOyfb8-{ceFM&IM<LY%*h3M2pJTvdJhQq+nwbH=vf#L#Gvy#7k{
zMcq`+ZzWr@yaTr`l6E;zPEH)u==b&wnwV!z@~&xMXwhFmBBTZQR*}X>*+X#Lu@xFL
z>Ekq_Cml|;mU@55)}th|uBuA;e;6Y|Q;cpoozX$8JUDkQVr<6#-k9Z)5OGq)KCB7h
z*;g3!`e{7t8S5oW<4|phjD{zDr0}msTs^EEemA=O!$7Rio_k~GWIL|z2o2nomhpQe
zaWAfMlw+u$OIwS^A9+$g(Gkls_S<PiC$wnz>9hu>Cw{p|iBQqPT{bO~d+@w_#`jS5
z?9*(_A<cV3hUSKTuvA?c2;`93?_(-v{rzkIaSPG=_TNtOcp$b_Go~L}pIc?O^pSLD
z;p4U%R$E-vL)o>49rtc^-y64*eZ;l6=^20E#Bj(LWubGmd1CuI+I3t*28!?QS9#vb
z9sc%j{Mww<cbZ4vIu_S<(A=V(YcdM(SUp$i$9$>Z+l+MfPDIeH+0Y>`y6X8aTa2}X
zM!9p{4uULlw}Th*%tK9hZ)0&QF$R7h!;4-AgDSXiKQ$Tf6qXwt>AwTKCb5_Tj<bgL
zvyI4D_w*d`P`m}Bnm~PvGetz=2ybm}U@8XUpPDFCRaK3xtW=#PX3cTu?$4y%LzUBY
zP~Z~Jz8C`suQUDWhYN;tO}YbEE_#MtdGYD(#7(sa`#Ju|vnefHtlz%pkpoAD2;Hmi
z3f-yZES<NNBS7!oDJ*2ehQIi;{XccRobt+V*y81H6%4M5+Y=({M(;nyL{p#36m2HL
zTbmkGbge0-nxa=Hg)z?8rOU?m{`F6Ghqfhgoc!0T^*ZAUleB(7h69tA-Ql!d-(9z|
zX}0+&?u|OSZu&Uij&fY(j-6)M`E#EOu5;U7^`By3lIu`eyXeJ~Ju@=9l{fd8(QeAs
zv9iE%V2hQZaKLILypL1r>dXl4VUHihCcn$JZp*Fpkn;(CZ-S$CPoA>!d72MgwXcNv
zAD3(LMqo|Dc{ukWo4}zOJ-Ce*n*8d*bR<ul#hzmRAB{W|fOh|F(Fiw#**#O|Wn`no
zJ)6QW7BSwG)9Ou9P6>67g%^Xi$6(#%>gwHB@B39U`0Vu*v)f4-%10l^Mi-lk3K@{D
zuq_lGne(_-bjIH?f`*Lk&9H(B`Nz3Xn)^dL>1B3sxs$29y;QjNs+M}TYRQI^1{Y2=
zU66{(aJ}X_%iIE&N=W9{m@<lKQ?9_C$TLm;GRNedeC73D*loi_+p+dCSFdpN_dyF|
zqg|al^11EG9!tz_Nmq(mb3T4y#;?JX%DykVUUlK6M(Wm*z4H00w)Qi9xPo$RO*399
z9@m%ntlfkYx&r1>u4;Hse>&~GmExY{b=$A@w#_i?rByX5d-mlA8g2a0LjrwYK&7bt
z-0y7{sQY#H<RK!C;0!?!fqk&Kn?;d+|9*e8xbE)y?P7jYQ&yMxe;f>}aSGYqvKP}~
zthw``&8{$x<jGff^$m)au$P?nf%Ei*yF)FDgHn<1PdGl(2_l(pwi1_?kDPT_@SnJ>
ztM)M!54PTDGSY|DKdYGVtUZ*~#!PY5oY(gJ)FN+k<2@VmKliuM4zV(uyJpfYY11X0
zrw-(l`xw&ZZ?BTzxju7K?p|hD|CcuMJDTV2u&q|{h2C&tx@ao=Zj~mejblbV{Pc_S
z3`w!4+;vGPKkBYbn%^?XndMyn$qpCgn}4)^^PF6keHD`um&39`0<T34Gk$!L<#(MY
za?7ZYE0{Aw{%_foffgwni-3#cP^K?A>kqSE);rif@I;qw^2RHKl#iaf>hXKlcfGO9
zI}l^_J|IrAsQ4~W_Pg>&fRYXqtP`<QY~v|u@WK^={c6>kX>C}h?kLF;9g@Iu{T0bQ
zrVGId*Mj;-gA!EIIIvNsUuU~iyvvBVVg1u`@*@F7n!M6Bj*h#1YbYMyDbwQ?;H5dg
z+ezQTu)kmO{Hy#-H!{v$S8U(ZLkFPX>K_vBb32mCH{udTmR)*xJj3ZS2rD!QoqGBd
zNe4K((Tcvl#I;I#=WWwY*AR`{dX_J-7sWW7lImIK-c^4^1`~E`xBVV9uHe^L<urUA
z-YezW)I7V@Qq#tuWqZiC=!4)wsqQ}Suq=^XO6meaAu*H5S`(cHyaKvx5$n!(ljWo|
zJYqwFFA8nWpWF~INS!pYKQXtO+#zXjP)*&C16U?m!q1VU<Gidv-S2wVy1KTOVgG&=
zOUsP0UpK~HW(w=w?pC})7c;7#cg60l#PEx{sJC*=6Az0#WLU2W>D8S~xLc%FstV}X
zVK)W922~mtI=47YD;;T0(t9&VgeKD3Ct8K^;+W_4^_N>)rtH6n&8{gYRGyts*_{;0
z>MhsyymEY>zUR`?oU|>Yz$cDtl_+a`Bv*SK>FC&3W!%Z^HlP2|{@v{8JNPC3!_*-g
zVX6IQ&NLs2RGSnf4?X?D&9i*2=k)^9@AXqO+k_sM*IP^6*_x!d<Iz^LLd)3smzShr
z_0z|X`lbEl(28xZG1kPF=5p8AxUZhm{WO=RVEv=td+D&R_gby5_m7xcdp=F=-SS9&
z^f!igbFOzRy3$g8=uNurbBuIkWepw;*r5A<r(9jnAwzv6TJ(>HTB(*)(m2^>fn@Ob
zP0D+8<}!`ArGO-@447S};Ex?FJ7{vu<k)F!zPep~M!BkL?M8mDn&lEQxW-H2+B~d^
zzC<a?$ZEFr$vc5oNh6wDNNpRPeV$6$;K}x9CRNO<zpc|nnDas<OVN+G4o6LW<_c16
z_+Tr4e(#^|0O2dM?-vtmMO*K6nN&*rFwM&iXiGQLu`c^~{I2?|37^3gq5Nz?@832)
zV;0kO_3cp!SzITTLMoo6Kd)0&i;80N{=#;nuWR<YL;TaNmEs36-|SyD7fD{7nXoL&
z-4^-qnMtF+$fwof)31#fRL(pOATR4VGyHB*W^rv&($(s273r>7pU0FlZzDP;`}H(v
z%dXr@2;!`R4<k|5Yky&%;0;a(jC;fr>?%mTAdp?&Q~W}1KUm<{(YBjZE#f+-Q%Gp2
zPSvjqB<Z$%g~mfwYuLl31}bO0BAJi=+^~}N%I<F@_tj77to+%UtUl^KN5QImzUb$M
zA{NDZj76PUZocCa;J->%Hg#Ir7}wb(_)p06&U*l~-@m@H`P`w9ys*!=@5KGaUw`$s
z-I5Y+ID7D{e$y^jeTMGJ`6)5ayqDA?hpo?3T7SK7aY2#!$DpB%Rp@3*i`ePHG1ovb
zD<&s{%cm~!pYXgGT2^_=x%qnE>570pi(OZ4hu@>M{hnRqzqY$yYkzfBd*?vQL5C}U
zJO)Kqb@<D)1)Dpg9;Y3am_Ic9@y*w&fPqn?ulq@(To&zb&*eQR`(&P0I9NNM)4jab
zC{9XG<GJr(r%F^(QjJ%^t+tM=7rE7qAvt}2JUQB*b8=`YZ9R*qshNwZ%sA?J{L=S9
zD=|V<uQrVmJ1n-FR><uedok(u^{Dm>yrEe2P`^Wu<X2!-P;g1}HobTK6R}r8tzYLM
z7Bw;-I6(ErtH)Lx;R)Xd*LM({c$ni`TU$k5T#Ji}qSxTPSa<vUJyo@U%6sR{o}Uu<
z<Q_n|aQ4)xB6fE<Z;s7Re;jgJlFen!?~8MZ%ji$no}nXQB-IgQe@W`iFMNNh^62X6
zuSea{1l;?0^x{LxY?Tm|R|;uu*IZ4h<Rt8Ke9z}FW;8yi9j%#32-VKgc6%i?AK<{?
zwBaDNI1)pnZ<o2KA|}1V`swz3tq2uM<?N2MPG%vG0mmMf6l-O&Krw4!sw?qA{P|=`
zUpZ;crwIRaq70&;rQNgk#&luYiH6O=I4_GX=bOT<oQU6sY-i3D36Zjv&P!kP3r^IK
zT?yH^ub20^j@%)L`>@g(jl3sa|9V&2TF6kyq}<{I4Cu4cpv`vnqXuW~A3cfr#=1(b
z%%WxVRwS>5TrT;zx%0BlPW$w}PSVcG=X)i>RD2O0lv&aVe|O2uR~G*ZR^$BMHLF1{
z*<x|A-{Q0LM<fjigx{^6d01FS5IjogXE}Vb8^JQnSwTv8k1WYHI6&|A*rvaJ{WCSj
zo5*LGn`=nbyQF4j-W{KCl|Fy`gv-_J3u!8{StpM9iiaw594h3m`ot;H>~>ALM3qlz
z>z7jbS(2=&ewF=~V`^n)D}B2hd|vJ(%@^it(8`IaPkzanI;7;-+iHD6Upj#~SAScq
z(es*XW~a{^e?GR!sC^?ZGvD*;71;x&+w+?PRUA&G(V2CS+o!*0lx_@v_K7`imLkn0
zRR4!>OIH5sk>Ym?2ljbp`=_LE9J~3uN+(kNub_=^Z|&s5(C_?_9|gwQRu;?VM}He0
z75|uU@taU{qDxBKUCSofKwawTEa|^4ZnpfCmTq(EG*83_d<>YbA5P3G@VYU}$@j?Y
zPUDqdC%68sC~H0aAS2~{jO6fX`2rL-^*gtZz490B+rH=c1EkomxspJb=X}{_RkN?~
zRQ2Om;|8;yj6^i!bc^N-$Ia)}g0PAqk_?FL!M%l;>HURk=W*fS?F5XK-}$Wl8=8lN
z7Pr7nqA_-O|7m(aWiS8?bA5XE+kt%}VkELU{Fho!)a`Q~91#ohTj8v`^g!tN{!G<9
zLxOX&&+Tpt&ozp#J!qVPKZd@<o-~KN;`qcY^;Xw4?ct(*SKA^&ujPFieE#*pklU!6
zl(5XK;vdh7$p>ej>nwQ8t&}WZOLG^Rdzop_H#IZ;VrlFXwfr@w==)joA=k@2zaDIx
z3d>w%B)wpBDtjr!#Mu;61?ig~pQ6T6P7dVN2$0r@;MIue%{*h*y5|x7IeirwQJxUr
z(ZuyuuJx`-&XuoawXN+F!}<?=%gRhgUGqckDcpOcOZO$4)m6Hv#XLP@i6!ULxDlOZ
zXjf$X8?(BR^n3#>Ir*sY?MKK1t+YAnXI+y^7NMH7cQ#ihvG0M3s$c&(($5SGN<cb>
zmJYht(f<^UdLR-*+R&yZTceoU&-+2@=@EK5*OWM+i&tFwpnGG9=P<DyeW<XNZ~!4%
z)cxL)uCLGmC?;)P-I`jtf4N7_sqFT1y4p=HC$Lq|@tveVJ^S-y%s)~c8=aW&hkH+#
zX=Yxq0T=7`QT4Q)l~o?{o?%<Z)%Ejz`DVXriJjlQ+ncefb#$wYX>V=F>8}qT*1v5~
z9{F*oVzShpG1Y5tgv;KFUo@Yz7FKtY3R94zwqP@8#pDOqU5Y#TznzwE&*VA#_DbQl
z*46HVDTlL3@)aiUFu7TM-j!MDT4ZPc>7VcR9|<yXoL}*mt?*)3awvr!!;K3J^lv`T
z><Hj}`q#|za&+2@S1q;W&msnHvzfg=r%W$YTA}x9&_gSm_9vI&AKNMjicP||=cu=V
zq`CbR)O%zKqQPtiObC?c&x0KrMEUvAlJ~$ZnK8%ld)_0wkEfa@a$$Y1&mO85x$d;q
zKPeXgnh-7<yecr{Lz7x3wvY_LYl=<3Y66Aj<owrf=;y2WoPVCQH&e{I>d2<?rHdu1
zS;9J0^yyCFufAG~S(lxiQ+G?LWaQbC62$Rhtl^76EoU%ee}>`G&c+VmP=i{d%JFH=
zje(~WT6FgtmDJs3{B8u5Wl^+5?ivi-k@G!l$dRi^CeU8^epkTM;;@^SiTeWQ=*8Vb
zx3(niZ`~5+q}ZGk+OXSf*~;v3X;nA4$o{LU%z}~rP0jfJTz%oKW}%HMHMg_*W48tY
z1M^<M!PpGvCczwlyOx_le5>RH;{<1RQT_EGRi6~HmCnks-G`(;Jr0V?YWWL($R`28
zpD6*XBlz>=>r4i>J#jPH|Cc56_xIO-XO2+<C4mDYw)p_&MgXj_d?)X(EvW)Ur@+U(
z=*0I*n&~r1=ZKx){dVPq^;0r~IM)*bZe)U)Ixz>7_MZMsQJLAbGds85xa4h)Zg%v7
z#i>`iDHlXv6tA4$ZrwU#tdZRmHKo5GsdmL^w|BFEa_ZcH`m!zAi%H2-47+6vtEd%^
z6qPO~vX*E`ByE~pGuZ#r&7fPWke>MlclB$Yqg*5bN>#u1&3T$s{bu}}+gNen%Snmd
z?9MNGNrVa$W_@P8WLBrrwh{ShLSUX;{kEs*Eh&HDS+!@UA3mIAvnoGw0^2Uzok$fT
z*XK#f%GI7yaR!h04K`}%+v7kZHqw?&6=(I+ysSEsv;m8vH&(P;V0!-XJF9Eq*!cJy
zvHcN?ZxRrW(|E=37n7^yA#!=9JQ8?B_U@fv+*&K!YJ}7NexqIo!81mR7pX&GjWyZy
z#K{80g>YFLTU&P%#e{E*13+ndMn17Hi_A@*yW@E!20$AiMX=>2y|KUzU=XbE0!*~Z
zrEKN+=>fZr1EcEwEAOv%Z*){Hd_AjYW51YvHb^tfv}N?VUccVn)Bon^+9k>&x_M@J
zW&IUiO;j9;m-%~>+Mbd>g|x`cgQQek;!Hw-P|^M!Gfsx2$tRZ!r`))fWj6Cqww$!N
zx#=_D5tdfAEBV%5U#a~SzZ4ujFDJ%-$&lZq+#J0}&MPk(OC_Wqd+$WA@ui2<OD_E1
zsv{iktbHt5Z3uyhl_k4owrB6oKS7+V5=Awa4co0wy&!W4Oz4KEmGCPNM9)8eL@>p}
zo15s9KsUp%<;fhk6)=9_g;(RkachoczkK=G{8+C0+{n>c8BH>Ba$;!?VmZ-a+c)cG
zf!c|D=;|S{7C!<DC~!J&?Z1!RsqGlX-UbsesiQkbU%z>y^5Vh+f%XlE*XJ+XS~ib=
zR0KAt4@&3)JFhdw1e^q)CZg|GQm5y^lJ~orUuK8tzS_0=`Vj5mByGKD=2L&DmSyB*
zXs54{4^Rhvi($s?%_8X}`CVB<;dvGH@FUjbz>Z(VwsuEd?*^`!4j0=d9IP1qFtrkv
zyh?iLm)*mSap9P)Z94qxS(LLyi^_8&d}lw7Kb2v&(ceo}%33jbD&vxgNG8ScmlSk*
z^f(p|W$_B>Dk+wbxuk~cybnH|E3HAld6)iT(SeJ8{7l-Z9a&7Qb8YPtFIGwdI>qU}
zOqNdN-@I@^gGKIVx!h{=wXfE#Ryyu7qXN%ftt%)>KaIM7pG0mk>)c#!gpWWR-GRVh
zfZ2BG4juuX4e82`jB_pS65BB}7LXRWzPMXqH?|5#7o<>)-BJJkgK9l??F9?qfjj4S
zyx<%PO!#FMPw50)dqt<|cG#fi=3=f6CO;~|LO;-jgg!L(04mGH#Z~d}-n2-YqWP(A
z^t*pP3+}vs?o@W{zc)&MC^sMOIA6k-A`?k2A-?n_0HEV9j(t)kZ`%G3Ro?-Qb>D_v
zQi`UT3Yl4<VM`&I5k)p-RYvwm5mKS-k&H@4vdKy^%DA&CAsN{tQPNPvcm8_b?>mm~
zJ&yN1p7&|E@BjZduJgRk>pYu-_Ux93Umw0>o8!WvPQL}_7cZh)y`S!uVqq8DMpbvf
zES4p_H^}jGK(zX8^@j)tdhqt#T-atyRr70{*4v({a$ktvW?Ej$(QxtI!_C!SSH#%v
z(mnVqe<Sg3`-;55*Y`tVXFaVMOUJ3+eWLvSrlPXe=!4voCqB|<Q)%g~O0L=Q*O|BM
zbzr})G9aCD)$7W_3&a^Dc*$|ig}ys_cPU`fV{!5mFTbNqGOfai|2d5=<gfh6cUFoM
z-Slfqj?Q)<h7V(qL1849_sgrj?(Xyv^87ZRrF8wwbmIl-Zmnjx@kygqGj{nB#vepF
zq9EOGOO}<)>ee>wBh&FBy0$hpW<Q4A@0VKgQ`NySWm`jYTFPqbdso$S6}JX$h$<A-
zYVn=;7=QYZ!d|XNYpG+aHScJD-^O|Aja}R~X1~ODNvF;gl<FV2{G4z5CMGFwJ<B?(
zzg%cMtv-^?w!+i#_{q6WnJ1G0>CaBdZ`$Gf?3?*hx|Oc`$6jpsIYbw}$JTjYHkbZ`
zx051&bT*i6*>i76TX#7<W?}lY=CZ8Q;@;i|bZ>&!C2!j5<gIy)bxCo?Wkb@Juf}G3
z9n6f{e9oQ!b>ibFOMdNxeI){VEKzw^d?g<qTk}RoaKCPeegD>mMMqki*z2VO@~0ZO
zJgV~^KBp+H>^^r;{s`O*czR2j=3oz&;8`_o8Z8qhG*+nADbjeM1Z=U;>k>0{xXO=O
z*2sE4(GBM;nWVn8CM#SSRZp%2+C-iG#widq;lESam%^p>j9pUiTKQXP!J_B%_hDw!
zc!NXnr>PQ}cF>-p+SaM)#33s0xUJO5$Tfx`M*BjWQ7&^;+f}oCmHdteol~zbl)$m~
z-6u~$XX-z1K+t?Y#)de7o9hwOIvw)nWa^|+=9>q4(;v6()Cqi*d2DakNmt$1!v(U2
zEETc-3eDC(_&d*?c<}U@eGj9rkI{DnWQB9zdQ=jxVv|)O1KG*IkbuXoZo4;$-;)ka
zoNa%gbGO~+rrORSp)EerzNxn}n73S6^E_1Xx4VpAUc&B${%b>LB9b1Zd!_sL4luNZ
z1c()NxL>=GJvIA7SAQt&^R?&~dy<xZR<Q5V+E(1t*zWst--k-K(J^b+MmEo{vH6#+
zjk;j}_#}O+)PHJty{g98t;#yz-Wu-?ze*LQ!V(~-|HvdRv3q)x1YcE5@D8nJN)mk;
z9F_VUJ)0Qz?smjrxm4BWpYv~-KDGlg+ic_(7EbzFAjYK`3F}2DN^fq@j0W@?f4(Ts
zVE<I|Cz2W)*~&ipw=RdR@~JYz1n|Q!&#1_f3v4navx*8<Y!`F_KV%-`{gYnbu_jXa
z&7GNqXpx&a^or}ZY4RTn<7CNlo?2+rm=~WuweI>lntiN%1)E<S_Y#h031wQlt-WS_
z9=lK;J6)cm&@8)9TOKDWgrk{>D(s%~O(V>!e7{Anex=PSW#s#SHGA{$Sy;oRPGn5K
zFsu;1)u+jJUcl&}<y-nBE&o>sL<ag~)eVE90~>d_c`WYr%Vnn4X-$1E<#?%G;-9W;
zdC8m1x+AIg=fwWbSKJ2#oKpGEmKfz<SdOlp@!$?g6&~jMvEBb;!8@)UkHUp`T|#=j
z8uy#MIA4))a+vvqPhzV_k22?p=FgTKi`!9Ifs)_Q+YL*_^H*v~L^OOnp-X8l{fmK$
zmo{aQ?H6uc3*W}sugn~2bm~T)g7+DjH*rUY&yG;^P1(;MjDAm}5_~gO<gB{r4%W#p
zyl<U;pGSMmta1I0<ZZn@5;7~7x1)<@TekM}#O~SE#s$$5tM1ZyK4D4eIJa9ySJ@*Y
zE;;dqnl}4*<rby_uFP=d!cP$&bNNFKmRyp$R7WXP-$N5FEq!vPZhAgHJL{d`#y?^q
zp>zu^w(>8kQPi0KTm!8UZd*;`T^Yu@b{W)p)zutuEc~53KRL+{gN(TGT3x!5j;W*R
zx@wLUaDR8sO-|s7Fy|`?l8P)Bh%;UfaSr5PaL+UGIJ13GVZfu;A*%IE>LqWeNLC4R
z1+VY?{zdcHja^5DqqN)xSR2*Kj}G&Na9wh9yLXXKF+bziD7(pv!1C)fPKJwL-wWTY
zTO0I+#&{;EAuj%upMXJ*rD>%9FjE6v?uGAGw&(Wk5M6feD*0vMYC~T(>GV|^ESqJl
zR+wJ7l*#Pi<ObV<kegbWij3ksnQ8MWzn<M7i8Ik5Me5qx6EKT_Gosb2VV9B;E?dPx
z=opaY6TLLdyxu5shjf5GRo8=eU2Rr7In8IbuM1RQcHSv^?r343;(gt$22)SEo4rRl
zK52^Sq|aY1_pW$)aP{K-HOUI0@+LQYPCboTvlub*SXeTDveuuC=Al&KNKII@PM;Bt
z$GuJYlM3B^H;&~t=(}DW8jAF!-gG4U7|TutfYfcFtt{^EOLt{GoTv1ks!9&l@*E2d
z5y(kyXzN`1^h>{5Pk;P=VSOO~pIo^UpiE&9Y4`ip>F0GM2QU{mS1U@iC}=tbN^T`k
zeC<1!5DP)fMW9ws__+`b|7%r89skP;Lb`PPO(SPxEjN}Ijb+?4Uf*D+lc&FEs-wHu
zaQoOudDTrS&t>+!yw)2&?*bdgc;zHCb)9#zxmdJud^DO19tgcAwA+k5m!b09iy5B@
zDLs~DhOHKwkscg7>^)=?vL)Y03hw{VeLc4<C06?it;6U--Hy1}o88>H-J>>!%VQsH
zPlroRn#sBKDJW?ih7p3!^RKyQ<k(qu+)m-u_*MbY4$;I*Ssq5Ad|Y3j8CLSq%w-9A
zvxiOn?arS^N|!!!=qs3kB92V0G2*~E<;@Ba&9t%Ht8C?*8I<?Ek9RHo*OGWBi}4_h
zMLOgO!xX2<VYRcXd3t&6+HNcR?Qvm4*}nO61)Dx>Fphb3_5GE|o8C`Es_%GzoT^CE
z&w4Yx2}1^DwweN)V|QFRy7Bt^qqp8{n0z>b?ziR55G9U^^(Fc@>K~rz3^SJQu(mB&
zrtTW=V4*K*+#@Hu`s&F}N0<F>r;<FJbLuFO3|gBxJYRPn;G0xB0kKgq^1fa_cmXSw
z)}<TbBuZ)E@_ehB;U3+R+=Rz9xS7z;z_{LzTdim0F3WSkAUi7b(TkxYTd67CS)*I2
zVQ1buV<x6}D5bo@MC6%S{@IEkjNg6>nOdd0U&r+*_+x>(YrVcdhHdWoyGtrCIt^{N
zbpLI7)A2S#{H2(@TFsEN^I4<21y5aLeQ_eIv%Ie@R9+>p;mCHrjd@OWH*4C&)_hnU
zH!yc^k}H+(^UF=I#XocLzN$$Okv$W-q!u66<;xXs${vH3Q(haV{e+Czo$pJHr+t3^
zqM^QQ86bb_x)Vn4Uy<PmV%UFq22D-gy#kCi=MIvQh0mAv4g3i@RVU%W9?et^!)ba}
zR)O=sAFT=u41`CYTBUyA#~(1z5SZFey|7l{f(CcNyTYv|IsQ*FP7E`bdk76P2LN#h
zGix+CAo-z7c7>0RXSme-O5m}@!PxE>M|E~_n|(1b^PO|C`1L{L@h*CHW`DE%`7)jz
zY}V(_-Gov4ibU>)hqAi@w`xgkyLN^McWxfpV{((e(y9M5bMNH5M{3tpKEM4cQ+-LH
zlYd!glr*^nORm4kU`HQwh|PH+d-mS+OZ^W2s*E)sCxgD6$Zg2fhi^;+Z0}yd(5Q7o
zpgdf_v2cMIZ&kKy7Lw$=r%xYcXVXciysKlj*iS`lgW(PjR2q@KUm2q<HpPbD3P&}M
z-LqHA%w|>k<Z{m6Ic>Rx>d=y+ay*)GZZgTjd2fXFO}uQimoV4Y7QSlYFtf&6^uerV
z)XAvx_U9`<Ipc7>)_8r0J~=+uTe{PCx_P#Q^X3=obJuPJ(R_&u(h*IaU^~<C=*i@>
zOKxpqT=h=6`?ek09%z<7k<qkeq}0@)H}U1g=4*$Y8l*8|DLoOg=()M_eaXSi)EsRO
z9NjYbFQptl);{0p?7r!@r*8J^^X_SxX$20w67s()+K=}H#l^%Ng-J0IZ(QiKa`jJ|
zm|T7^^yoL&uQU^UX)b?=fnmH?h)FEUUV*P4oq&L867$r9!PM8&o2pJ<aw#`})w)rx
z#OM#5yq)(b&<+s+a$8$lL~ovzUMuybs_Mr#o5yH>kEN$)I%{=om3i=o9-ZVs*-4R&
z<(rcQX@d3FP^N4)e|2$M5wnCj4BxFwY=W7ayKk;5TV!))kmCx_3mUNF3AuKEj45nG
z)w!c%RZfa)+k{v){`#QWWOlT1Dn-q2-O$lg#URW3c8bofy~4MCmcH%p4tqR$^852|
zCuKhTt;_c~7aV*m)va;!^32EO+kSt${i-hfibBH~GiUIZLNeDCy)WXdfD9y)9R@0-
zV~yOS%7V4)d7V~eYTttwteROQPfb%35|u(BpHpkx!1HioVnRbE415-hzPTTypXF4x
z(sC0{PELlkx~j~w6%MvIWS=2KO3^WqpT;2rH*T%7;$ACES`6yT1`hw!Du4Fz6Ycst
zDidc<6%75XVo2Jyja>m#Ys#VVg{fZB=+Ln+g?h-aox5zbQJ(1-XVk_hQF^i5FN%B1
z1o{|%h;NFzvs04S`DFIHYuTyJ8{MeyF~~U{TkI|T_2lfA^R)y00o_AemfoCmck}40
zqZwF{2ShA~1cbNpD~+&^^vg|4vlM^-)vsQ?g8x!#X{o-)89Jw|8koC~0M8=pP<zi;
zm@9$#Y*W$ZahD1nmgJ$KGv6=$4Jhb4suLqFD#i!~tV1N}a7T-p^E3u(D_YMT469_9
zjMlW`w6V56Gau%pSQ)SL=6dsDoA0{7$Xnmt;wEzWP;%ig1>y?uYiwv(C#r}bh-Yxk
zx)!`m_zcsTqZT|=CBN!+bZ<1xzO<7@ttsI{kO4@o`t>;uB~NBngi2>^l9c+F;|>Zk
z>FB&+%r|%ix5o;6GuRG|L(y&G+3$|rs>?Qf@|!U#3*(XI;k(q;J}xi?BpMj}3(OnH
z2-Pv;q=P%tE6k!IF$J+Krg817mnQ1re{5|yzmYmx)pRxQ)@?$KMt9zQj5bja3MoGx
zEfk#i&d$-_xq+c<%jLl}yWrUk_iV<zniXgp_Wb4EKu3qPh6i2Q!LBzP<M%Us7vEgq
z*7$PThW*X$ScRO8VyUHKsjS~ZOOMw(S*~TBIv?|F`o*(fRbR$1=(NfEEFQ_*zCPj3
zGt?WlY=O?qABKY(vqiK{D1~8H246XNa$vn$Pl+<q>M$aEka~%w5T_RF7aB?SHEY&j
zD#cL54F6DT!7mUg#M(dPr0Oe&(Nj44hw2?lx$5EWuJ+-Xhah=tFq!IMR}2#`6S_@O
z#9^P{(`gA%0Xbr@+ReJ|S*3?j<JUgh?cm|#6*SnSymhU;LE-);vB3B4`qvLJuR5D*
zN%BlyG?1|wGO@0v63NTQ2dfO;&_!POf53VnB0hePcfy0h+s7WJrjo382o4{Xmm7c&
zb90NqEGGt-jLRG`EvEW*i=*7##6${M!=>R3zP~1*c;w*#3=QiIy_m68c^d{ki|l@A
za-F97b=3Oh=;Me3tm8@L>1k>3-YYN=j_;qM7M9F1R>9cQ=bz0&J?%XHvvtxH((ik3
z1S{UHe9GCpwF``9kJ72GQ)0rKhnVExrKg{3qCAyhjJcmR$h_MlDe3uvMHQb0_C_#R
zjiQl+9VdngSf5r_@|r%|%p^xFYIf}037b$c_^u+A>eRQ;D*h0Nt6YA5HiUc)`dri3
zE-{aXrqYpyfj<Xx(@dT(hvU$i+_m|}sDcotIPuSvy$D(I@18alQxIaf-O<^ZP91Yg
z1^KT?GlAWbDW9W%B|QRwvsOM>h~YoGdlqT1Te&19<BP6j+8*t@oEm@T`jURag{_GV
zuO4+b#5L%pG4s-&E>GUHbD;2*&7T`v*Z+(#>VtFv!!;ybFeyoxvi8ceN2;;v_3-lu
zJih@wjxz|P!BD8i{w;8NnCi%c2EqpRHSs|W8l7Li>r#z1rR6bGy+%5eqGG`4v;&L~
zasK}{x|2kibh(-MV(3IyUq&F*1sG0&IX*m#ML%TdXJZ9}+Sa(FxUM1ME{;yxc;;`+
zG?`0AI*hE=qjg3-yFGH5vM;XJVO)RUI`Thc)FoqyeLIH7w<<@%E>GQw@r#8-B3x5n
zOw6k-E49I+`@sW+DA{_-wMCU<$FMw@VS`Q<6*dNDJ@EA|cbcum-@j{D8UlVWDT6s|
z;%HYseHjuYU?hx&6jdbRohX$i-91mGHmqCeI%d>e++$z#<Q-DxI2&2n*sPtLBA`51
zn-DX^`dSUjS;ySG{Wi?%drD!WYcG+Q#<Uh*VcXf*VxP%g#7appOt^L7Sl%7U31-uc
z=39%l{n*NVfllOJ^_I@4XO}%3d@sJPDu=~g=u4903*Jw|W7le8qfsKAZq^9a1BS9B
zw7kbYWuN4aQ{Ud>m0=>>%G%l)J0H_y((a!a;m(Znm}DYP=?k)lW4^v_aBw$lx3TFl
z=Ul%0XL^r2_n!2cWLeKJG!6|P2jN#h-9oo|d(@J`D}#JNX1j(9CF-;E2((80dPJNt
zLJ0u<qAH{JG$%2Zf!IBPG+UQmuf5JTQAhgaLhJXZm+m>qJNWpf<|Y-n6|Ggb4^O`M
z7N(a`ynncms({~P+fGSGE6b^4aB?GEkUXz9pe&G~07p_DQz!kbQwrT_?}pbc*F?c4
z6(G*$C6i1)wFCU&;K_h>xpCvh*8>Au&`U@pZUPL@)NHZd76*I8o2gA;s*y)Bc^e!6
z39x~uvVd{5?)pCbd)U(!<&^lZ91|84RFC_9y|z|?5-3MSnbghHMqI05*OnO%S-xn2
zQEv=8O6JPn)ZJ(MFB@!Q1;Xub8<+U;1&4*jne@Td71H=8Ij26fOAc*ycz-aCPJv_j
zn|Zc=-r0`vUIe}!LNFz`0-slVv<Inru@8<NyM9z<1YtF<Fj%Do`qr%c-fQ|ah8%Zy
z?_ScgJ9t3H8xS1YRgUk1_%N6)#GooJP<sjE0*fDbYlt01d5pJ4*p0}Y;R%dVI*f1(
z;5%^OWL$~FSCwAMnK8_^A;57||2hmtN9I%=e<0Lp<GR36J4c2J`8C55r|%RGOGJ+G
zsmSYL4PpfGn={PX`1$#fo3=+)<M>3w-tM(Q_Q-2H;8C<rSTL)8ue>}v_yTVpOOis3
z!xlf1xZQSK+LEPy0r8n|oQ2Oco&3a{mlvD{;5K&Ks>0;}uM-|OL|<wHXZf$b7`l(V
zqPVBAC=kfGk&@4US}fRvG6{)H-)36Z<9%sWB`JIe9fCJGuT`A~JW4z&4;d7x3u4n)
zWnIU38o9B_)LZUfIT9Op4;@0Bz%OnM1i^+9)BK31Iz8}P5QP(j1c<j0oRYF^6cQ99
z?S_t`N!x7ww0G3hZD$KlAjOkE<m9C)0JiT_9q_JKFQxr5(SDDpwBx8=yHvDce@ABr
z2J}1LlZ@-d8pqa#M=Cu0;~nV!rSt5Qk=ZdEd!X_Cefq3M90E~K57&NFSIzHkjv9`L
zj6|^Fz0r?4SF!bRwxJJlSGT%4NYH+Dh7kBDmrw5mU|3?^Y)BjPGwR_gY%CiKizCd=
z(Hd@}x0+4~mt`M;6&o<sTk$O2tbne>7yzicx;h@u<M4atS|2c~uphoTs2!a(5?gsN
z(}*-=!@kDVNEtyrF#;YW`h(vCI^(NT>rH@0aJhGQ%xjS}aJ0~roru@a?<czSk2JYT
zCYzWvhv&RtvB+8PU}13;B_7cVCcij!Cwh3DZ@1NzD_5Eva9Uz5QYLoau!Bn+0~=fG
z>(>!!BUh`7R4}?0V|uEC*dJj8ks_N(v%Y)};?<;Jl7DT{3}usrAeC*25uO619jaZ|
zqXD3BOsTP7qyARG18Fu=S&G~wBDn96;XHT=>_7AvDa*w@!oLf(f~18UVeL6G5Y$}4
z&etskN)A?#>hfAJ3_@mo+|EE4DB;l{yEXoD&MLT#5U<ITnOgg#q_(@<vpfEtO7qwt
z4AY72_}Cc5Wp0a@oLmd`6K>+DaNhM)xU!3OnImr=evIT}2(ey~W3j{hseMoj4mhSV
zxZ)GzVaI5pD4jfKWFo%a%gu}Zk30uw+2nQv&V*o+6xRyR;k-f|w<ln-0f#}TD_I;W
z^@H}-9HoM-DW(7jh$zZWB)4ixib!a>l$h96j2v2Dx$t0ZuI9lu1bhW-a+{!a)$fDt
z;|mOjiB=x*KTOk#lX1?ACppk$1V8isn{!qheu^cw7Ufi~PD@XJfZ?&wq>V6hh08V6
zG{Ou0rqgxIyJKpCQ=2eRh*CAjtjeg1#{@EONF410c5L0175-*q?)AryeujHb2oxCQ
z76tcu#r5I?SY-(wU>eUUUrTSSoh;+tBZ1=;!PBE6N)-*P#yv_G0D#dkDk|q&qt*q}
zjiTHt|CM=@3Kw4Fnjx?YkAd;b&KCy$vd+WQ@K$_)Od+@kY0N5C#vsKR3)FhU3JbMA
z+(-?%jzH6l>G186MNSzJ*~PU-6@<+4<D>Uz3l2*d;y!~H=MeGEE^Drs<%_o~s;o5r
zX0Zi+#E7(H3KX#k!IcG<L8T0L)nKFCjI=Za%MukGoXJ88ZgakVL(<x@DB-GWJw3^G
zA3<ha>nmqxVgGeoxMT}VuB<e~F_j)g6OGU<8tx|1bmTYX>dR)nU1hO3bf?&Za%B~j
zW-b{Q<^6m-Jg6Dr02+BY2UB^tm3Xu#*R32^KXZl?6W>u28_iw;2w<8Rma@*XebSWv
z=J^dcq4V=q{;6$|I1|eo;_-O_2_^6tHz<A7f{%vtoX1m*HsHv`i}^Xz4leEz>&3}J
zfK^Qt?^}1lmfRkbI#?C*Z4`_YiYm;{*N(G*H5Rp@Ni^0gMtFL<25^=bA{wBaw=>Pc
zo@NGi#rHceNPB&~Zy!A7%8H?MZ*OU=a^jbZU(>9NqPXE8wLvkBb!*tLlZ_3@PukzU
zxgPmyW3X9U0UsreO_xgZ$pFkj_Dz^Xi8a>eBE|@p)u5Y<XfN|4H_;#cUT6a&3Z?J$
zH%vdeOTstP#wH`jpB;1ZV91-eMB>+lqgciruZ_J*hK6{ZZ1aYlq>x3t8_+n{xD0AO
z-_G=>86msZ*S>bH=vpADc<Sm=^*=uJ_aE2QjT-HW>7I^FuVQSeR#m$*G8~75A{-J;
zW>%!dgLnebQ~nm=IM&n}SNm<VMzycoVtW^_2hs>D=b3<yRf(|uh0S0ZOZyzgO)iKF
zozAmDSwMy_5tBt37dws0&k6~f*jXoxj4nmWp3w4#3G|i$3ktHHNvs&ar(r|1(AxW0
z$^`{tlt6vpD(nHyy*hZd_{+~$9B0DUN8Awc(X2Rx06C<lP$oD}_Xs|Gv)%qUw>UNj
z3_=Xo9EuY)Z)<A0X~jHZRrj~JsEB|F7_B2*+k{~nb{Ht78etnkX>Yehjm_DuGP+gj
zzwr!s!xrVffqVuY8P*$k5NCTUEKJ=@h<Q}QZac<;to8?OG?KpZ$F0EmtBIvn=*}9n
z%i(VihSVk47-P7gZ?JZd{EM|SC>q&0Fu-247{G`%1h-o$RQ0zi_hd#jGIMZ{I0Se_
z5%62or`dwm?hBIh1J_{er2O|=PN<WpAB>N?xVl<XnyLH-)sbO>!mMcY%UYu;)fq=7
zWt~!WA$V$z<W0{&Y>9QJI`Gz3rp4Qt$fU3u=vZHG!-Qt%h1jK8<Lpj)4i3>~WidFb
zJbx~4C>(-P2MS@H=?~<S1C<~6l#-+s;DJOHR95%lKnibMoXS?=<1zF|B*@RVg{P^)
zzI&f-xnpav!#G1yb3A|J;=@CV!fD&=<&wUNXwcUO2rCGkrZ0mhj)we=DY1!qht|8|
zQps%*?tJhyw=(ox^E==WkSQ!B@vv3pnQH)h0Gnev4@pMPQnIt;=na06@CmHp{z@YC
z*sT$A?bOXwRgm&T|Al%3?vF*-ZUP?-+n>}J=IY~AwA#X&pPkJuB%~2n6N|ePgQTd=
zqr#ccn)p+^@m(rguahJM!j||R;0;*djEqz&I9p$AnsKS%YqdE59<`{iznPVS+=iPJ
ztJK0mowzxR@xJH-db&au^|_{%alld@Uj~lb*=6U5@3RfSqa>!^Stm1_T3f9lvN-*t
zq9vwgL%<Pb<)EBd)vtc+C^7+qn)eUj?840T219Ybj7Xt#B!-e`ai$$IwUQOLQuoM|
zXva#6I<A8H2w^veILj!!#7hBZ9cB2griO;4mDSNW)rKQc?n+95_I4KsSvs-cA^4QY
zeQR>SR7f{n7rAClSds>%_N<VDp+>oZ9cZX=<2aKJBhI67SbOf0^|*yIJr5(ltaco(
zB~&cuE<eWo=B^TUoIYO39<({YOVQD*A7(s&sqiN8hB<R3uEJTK+EsOeYyMcDjZgok
zQP<<2++;A)Xk9!&>eKM>cyY=O3xw$c!3gA6s~J)o;seFSHK5DVNZzlb<2caTAnL)Q
zcOyx{5V*pcgP7VAlK}Xh{Vx+UVJ@__bG->%15nB4m{*(Wds+ef;J0JCy{DmL%58+U
zR+E0c5hfm@!o|(Ido5CK602FnD<VE@yvV^{E*!6gG6B!}shOEr>*IVUxHLqv720^F
zSNZ=5$4efO$f#nhc)W-NQw$#WJij7~`wXxQo3atqlQe9}fy%mE^ak^b-oUw;xC{{|
zsxMz`akBL}z1Re3sBz(erph1;a{}BCjpZ0i8><at^1Ddc>eU;EnkhG2JM_AJ<9{yg
ztm%8QN0hT*wiKTKF!1;8`FT~D*S+Km<fl-K;PFOPQbRQjXrB4-p%U|H6$sn0a52)`
zbT{I>*meSTNMjT}p@`3N{*`>YR2&u2!h#pMmI}|V#mz&alHkOvpIvV+fli4Epa%-I
z1DBj#Nl3ds@Fp}{XApOfS`PI^_UZh%^r&S6Dk{&(*PPhp{30Ukzq|m>ND+mXSj3XE
znQ?9W!*|RJvZuCe-dyA{V?=5E<|PMUSa9jb1xn+m*;zgWELqL8qnhAC*LVJo$h>0T
zDy*zaBs&QsTkU40VBB3lzuyOT@_XBPd%GQ3^~bR)l9Lf37cE?GR{Qbq5~zRT#yZj!
z867Y=Iceeg0Y}+2d%eRfe+s95Tmo5uNZ-bZ`F&zyTN$5XUjrM$oENvrRw$)#T&)XS
z4P8U6MLGXj9Y$qp1!9GROY{=HH;w=p7(`Q!;&}kN!>)}o9CG(2WqnfP2y)wQA&ar+
zaRfE&qmls65o`5oe4WFE3m{GO08_w%A{>Pt_Ike!7z}Tc*dikCEuMA|3x7ESa&Qci
zLFBTU>O1l|74F=%E2eM4K_XGw`x}pteolmm6Ic@@xe(+LH~a_$5^8cCOmJM^w3CP9
zqA=buTE0ZHijXYPrzcw0o~evEa(cezIO4-mEm@WrA$So3lr;6P#$49+d-=PL!?$VE
z^LVp-`1!8mK&6g?dm9sz`1D!kkYH*APa|^PAJr?!;-dE4tgPUIf`Sc)Rvie&*F|6`
zeDRw1r<jOPj`Y7mMIX^?erbwVelA#BRX#lX%)m`!Gc$IWdOt&4*E1M-Ri8^#Pp8!<
zY!y}-s@$UWS^C+$LPDV+4GdpyvOq!tk~V$nf~>Nd+S?m#iV^00M#AC4HM9JC(RIwU
zXhUjhYBrtl)M0e4>|Y;n6)+5jT%X?;uBkE$$8U1YRpe9R_g_QY$C0FZzJsqPycszQ
z5ch$#u$tx@fXnNXuJi_!(w&{Wp%Lpo=>wmcmF8AfCgOfto(uQ;_u0+<K6b47p>K9+
zDm|iiG{g$#Dk$73%#=G=YZotydQ_Um%>iHn{|<qWF4}Vd;aW%<KmyYsvgZI8+Ud?z
z(hJ54zVAF#pv8<CxHspL;_H|P--Zq7>FGhlgwRfYjfKDIN%B|jViy@+Pz_kgNUx|c
zEG<0*Ag&-;@{U^FC+Ml#0wzr;<l`6a&cE*cqxtDroUs@3j+M;ZKuCkiLW@F8J{&j#
zJ|@;`lbgX$WBd~o^KXOIxbNXPfz_y0x^E4{y66Y)yyXQlw*MJ(X^__ahn~Pu_;D~&
z*ZG$B`T<Eq&CJ|mRg(~78IsDcv0wZdL!^MXe;;M;<ur0+MzKs|FSDO+enwx0$PKO#
zF2FQk?00@K*+=zp(jYV?DtzrSy&+-Yp46?bt|3ts_%IqAl^Pq;c;Jb8^V6qKYxU-x
zA8>|XXNUtS<4NKliZWGkXyW*$d>d=F){q86h$Ed;EQQa}u|WZccc3O8SASMv>$Qkx
z5rnM4bmHW;vV>#Voi0eVnHvrjz21jNbn9smHvUN7#x2qk5^<O}hG`BjhY$jj8R6}U
z%z#&)Qg-z!_#lq!+Kn5oII?=KnV$JZ9iW0L)F$_#<U)TWnV(`(SyvtUdd4F<HkP;9
z3ttGn(y!<(5M?9|l_i{D>56;g9Pd+1&YA`9)O<D@hvY1vY~kQ0vKPa`&K4T*aL`%c
zj88i3XU1G+M+}VMYD2#3Ezk2`Rcn-4nV9OA|1MhF<vez>2IxgST5D5W=siDfk(Qan
zRyD-tIr>;H+lr10Hd}yWh~Be4{{wT9$h3%W<?R_5kawJ$fNNMVWSx4Y?SC%Z@f<FN
zzXl2zMg1p;M1Z}+t6`CMXw$EY!|?;#CcbGIgPKD<Z{KoN__(BQ{(w3a9yu<9HLJ0J
zc$06`#S(THRZZ<MZE@!t*}*WA!m~j+OsKYvU_VjB8|(?Utbel7oKe{KZyuiitvEjS
z=dwKZ3$J6v7&B#JA47{Q8JQZzP>CeiACsmT3|k?9rrD+Y4lsd_Po=$`B6tGaG|e`9
z16JnS+S`%iqPYLpXl&izHOijdh@eCZ6LQq(E2b*7+PJjItpz@n#3*YH$7&2}-IG6V
zZ=WMPePT5fP$*FdQO`WhyEQW5-y6eP1mkkeO>GtisQ20%QOoe$Yt$6`@^aH4Y@tUJ
zY*RM;euyz&ysKBbqY@Dxx#E9duO5R}HY(DhTP(Xz7@E@l8U<Mk4`7^vbSP$a!ERCO
z^tAao6p%<QK%mV1M~`kUEiD;NPi`t638Ow|Z_gtqXHvSJg3%LF^h^gMo%zk1eX|Db
za`PKK5$Kkbr@lYVTfh<P_W-V2$aKw1k7svAB_(MZ8z&08!dL*VY=)%+=D22XSQyeO
z(|{*a_%*7z?z83|1z99j0FHqMLh#tt9J`2aki|D}f&q`=V>YMRm8<hQVHg7?KWYR4
zyAS@&V<6W35irn0Eq=mRJM0LGYz$hMs{YD+F*FEu@lJHr;z#H22#lwf0}{^pZ@GLG
zzQ}x|KgqRb674T5C9S))#{BVlT(6|(_USHO@Ww8`qz%~%7X-s0&%~Lg3iC6cU$g0`
zb)8SDAI0fHa_2x2z@h(m#rP!VH{U;vb$QCY8omI5GY>`)t3=LX<K7h1!nolSX@4P1
zQWIEGxc-4{2p-ZZd@vS22*eeiW>D?9x9hlO=LPqInnDwlFVxzXrHN-2>6a80WgFQh
z1xFddwQ;ODz8F0mu%850pRI4*jpu`h0q;e)YFXgU>=4-~camyP2p4+7#kyrK0N02r
zh!Zgt?7ahGnrs_go*rBj{r#AgdV$7SGYoXaMN@g!v=}=hR%|EuUBC&vI8c9g?+PZ`
zq4;A6t>-ene?vbz9f$|}wWsgFYV29C(BlhpBON<@GVGKa>gx-UR1cn%QONN+Nf$((
zMg#6E<eITgos?jpI*nT$?P%mO##Y$_xlF*NFEZEoI^b<diJnAuE>hS?v0uVNvu+(R
z>?UFz>x5>_eHY23@YkU&eqJWsRxmq9!@9_Aa`O|#$c{_RO-)A_>n*+rR;+*Lw=3WK
z^HEhjYQyZ#qO<k1687(p01?t`VFy~bY8Y5Cg7^-`=fpmcJTO=_9N2NzPn@b7G(L)H
zw9(?L9LN6S=pn9XlCVLH5ENPxEax;dn#;Z2{C+o^qYRA8y*^Gp)~2OA3dylblNFSa
zxeKt^lT(J%5ZXVh%14j?3s3-s_qkIRMJ)by)UJVXadB!@$HG1>lK|xRh1}=radpC$
zkcZWd69J7`NCa+`{P=Rrg~WqUo~moB45C8A@5wQ(lt{DYgzF0Wl*%3+rNXlcUyU7b
zLJ&rAcpc)U7~+1?mh(*PoHy#j27v{L2>HN@j_qhbrKc-1OUA+rkegen^aA_fmfPAW
z_&n-kqe(Pwu5lv_0`tmC1#EloUS%r7&&KI<vFZmiaF*Vulh>gS!n%V)qa?OAAV&(!
z7F7p^d<3Z`++>gk%zYRMcaL97N=OWQR9csOz_A*j%r$x+?r`8?BDN*qa}r$T_dDJ%
z(puyI<rzMWdi|cmztwzyWSa-|rTnvNj>%p40>4wNABbsG<L1cdPA#q<d*!4?fOE{E
zG)p7WsC=)tO*Tg&;!@G?vmbcIn%(&d;W+5Hopc%bYRrwxpU?&e#l;KZ(}~1uF1wZI
zsA#*V$KVSF?!VY;?rhIEvjwVsEKqnO@EAMBqX0zgWvN@>k>bv|3s&-TFBzU;E+jhl
z_G``k`TyQFI$$UD^xS(&j|A_k_)rh~$jInuZo50rYb`9$j!2Tfa!Egg&eqx*J-jwR
zB2m}XZ9zyi+qaK^ar6q&@($pFJ-Cgvd~tC5#0X$I83X;V;S6jni(Qcr%U>Q$-8M1r
z3|IgHk|2>QzIgAjb<x+48$AxsNdOs&RaC3GgPk2WV3bw3RAvVSdBUxk@;?L&$M<)%
z_&A4RgTCNc{#xE;jKd$Y2hgNgD`!fKtdAFI;pd3|;;F&G3ge9ON0(Miww4m&xWIi{
zAJ(|XkpoQ}P2pD8eRQAAjTg1pvR+8S1C_W3<?VESbxKQ1i{Zt%9qNM!dU^J27y1q;
z+pPq&E(^es5@nB}(h3@`_-B~fYIeOf8&S4`PnaJ}Kz#>ddY>}JmaiJlXl`!q0U3i=
z1{iNz`WG=dz%5PVk{8dNyI)n6j5C(v(FikJ@5Pxiq?ae;<Q}G?o^?YMrmD7f=JV&i
zZR?Hs;eK-d!i7})en^mUW?7#Xz(qn@LFH2!i9Bo?Td7GPj)Oxw$XHZQE-o(k+IONW
z)Pb7eNsV}t+q>7}&V;l=Mu@EnZCaAb2!o=clxnaKh?OVCa)u4lINHDl_j!%n=DfID
z;^IKd;>Q(V_RC)t495@PsW)#T5h{$x4#U5fAN>j54tv3BS|bkBIPNRJ*SNWwdtn6^
zIv*RlYOhmwLqs>+)zGnOO=6Px8b4<QGkvsvxu8P;HDTuW*BxpXeDdV@za!X`IQ_uW
zeT4%s&0<nNa5m8};E72K*bkNslG_UR6WS%j5mf)0LyoL&+kCfU8L}V*eWJYd_4QTH
zWas3h6%|F1S*@a0+l&MbCb2!WYqrSMz>UgOem<eyWc-4frsmQ7ZtZd>nP~8*P~ijw
z-*c((MaeMr`SU370bHw^d^r)j+F(;0iG(&Z3P@kFgo)w?G8-^1GB&mzXDKKOA~8U2
z9WDnn4A3OP88ne5_MgUpG}A!yfYQWYjbvdq5X!DDZ4b6m`(smBV4Q*4A2L2&6BFUZ
zrJXx=U;?iwWaC2gOXAOYDJ9Lq%j?d-fEh{sb6ITnTXvm&IxS-O;j?OefRjc*^`rB+
zFi3?0>g0uWFQPz6<~o9?qsM5t*HeKhBP}DmBuXQlnDH#7(9XWFu#iM>Nl7(j98Vm7
zRufb=<pzYU1Q{J3D=K?Xf&j~!1v_85^@W@si9>Gv|DdRWFvz`q`}fzSDu?2$5-goU
zBf+q6S)TZ-c1)!`dBTV+d$-B0q!g#^v#;O=2w42}WrBPnxlP<PAl*@pqE+&z$N{tm
zzyUb~a0+rZUrw{AHE;ywtbKWyfy}CL*6)RK0T(h#+{T&xve6{7N5u3Mm^Q3|_`NYw
zgDE*VIXv?6X3S?cFv;n{0tUZEVqLMW5eR~kHX51}Y!^yP%gcZCK@G;s@N*C19Cwo;
z*}Eah6f0VfhZ5U2c9eE0>%5%t7;%$9f1%d#i+(nt5HYNC!X#eUP!WFpPweE|)=~{E
zqclPs@Y=P0KqJr^-3$q#H6+j*EDBQQ<NA}$;HQo&%)U-SMh5MmJxICRSn;>JdRZLT
z<h|~?b#zTGYy7O2KY#x0{6&gba5y+vgRd=8=4Jy24Eh)a2rmc%RH`77h_pqmKb1jQ
zIV4pTtrrBiq5<b<Hva0?4e0s07)p$C(UgX3hFCo!DKPdaLJ$3J&_DG{RAi*TdOGMu
z;vm`rypqbF+A#%`0USkBFN~WV0b$-F7oO3h_QbH=gYIci!4)l0o2V0-&eWny4+%^?
zcrokSZJ)n<$pmMD!_llXF$N95A&*KW{RK~{T_oxme%mBVw0S>AmcfbPbzc+OFR#PR
zMf6KO5~$@9FFse((TTM8<|%gm7O)bwKzwQH>u*n=t~TP^Is5U$hgXofAc24fP5oMv
zBqezJi^L1@>q941){FBCR!AtPz-bVdOQXGlv9wSt7#J9w*a+=)&b8`hH9x<@#0d=R
z2GwLZ%;#^AfFxJ!P7K)zW*d_+z%L)ed+g(8#=G%gk@<}4lfG#E_mS|!ZREdb=1u(l
z;#M1Me1ESpZuO?6+d#B9ToH;9YVRt8xNl^kK+0xPy07+&FF8du;zg3@j@-=}F9fi1
z!FmS0h89TDkEO>wig~B5R%oL7LZM*|zo%#!(R4-(oz&F^(%?8q{ybKN<xONH-R6E(
z_RY)yG1zUG-M`*k>W#?(VZ*wA$JV#V@TUD70)|ef?_fL2FVt@N_HpI!#}P*k06)-6
zrP55y%&5h=eCocQ`gB+;Xo}~YD1bZemotS1*psit4LL`RR6q~`t>dzLU+z4TcCkF|
z)8wH<cOhg(lSbnG`$uq*p_ax)8q~K88iO@fU0ifp_4?V`;GH$`)l1f7q9~$O&RvEL
zJP~j;MdBW4OoT*fg75zPx4WUsZx<U|)u&&TcVBUXy(aa`!#7RHvdatpw42uVKg4_n
zTAqLKBCS)C&gA~HZu`z$IiH`xpe#p96Cwjp*P}h4==(EZH!QT4u42$Rv?w_Dov^C2
zF=8qSQ+)V0MH|H*NOvcv6LDJotMRO;c4t3Y2h(>h2ww@f5Zoolz*~Z~g1Ve2-;l2S
zx~E5a<~M)K7Tl>l)qaNo2}r|ER?vx0_7aVHXX~;4S2%G|<&ySbNr29kD}T%N?k*#h
z_wC1z?NDX!ZN5Bep%AjO=JfM#OzeJ3a}i8`HmzHOWZk%u8t`=)XyYNsx<|$%+!{pc
z<c~k+%^7Wq{yDwCJ3!p7i;P=ip;@07%-$`U%8zoV35)_rPTT&c?x!7?TCUZAaCifm
zvzl7)XMb4$AxQF|a<HcROM^bl9zwgmEaDH5Tl)G!ZecJG$6U`ik2sxvA8yDdP~i(b
z?Y_(|KB$o&K72?3yF}(yA3PCVk6&p<xkN_>ZWJ6#=69p4kljcWEC#%>m)MCLBeLZE
zlYl4h?InnDAppjIy&#K*oS5uw<#;mWHm~;mo5RSmzMOmPQ4Ax2gMEFPc-KucL`ImA
zVKbn=!V$h!$Z^$2WE2xG6-D$ZON{V_6ptUjofG?g%`7F0wuMZn6K<P~DR|JRoAw{(
z;tF{CRu|$3xT&AaDfiZ@G3rI|DA-=038g4`=Z<YsiLJ-bY$emNu|>MYLt)f@=S7jD
zQj~ie59Ir6CGtS#i=MU~6+ZW`5e6aDC^A1cR~$lg!ut_*5vo}V0wfKcwT~$)>zJ5e
z;np*)kr};U{7^Rw2e=IiReXI+BWD{p&u>MF4Mv#*x<0&$72@5bbti<_8lz@uYH3M|
z&13x!q#{g?FI(0H1vdg(ox4AnU7l0MxlS_2MSGJ*&nlo*2ut%8%kV?Yx;0e1MR@ks
z)7w`SPp42<%Zg!HaI1ugp<&>1uV=E6xnLL^TA+T?TWOzJj0!*$Ls~h2V3eGa6VO_~
zid7|?y&i(8>ATT)QAto63sC^7H<A3-=8uTFV!t%W`5bn_?UmoWqR-TZ8Y2RPM96&n
z(^aPEsD1pnGV0l`Tv?L80GgtBIEC8pWGA}1o7rTpwc1pk>$R8Ip_g?EfStq%gK{M%
z3#fLA-(J%jdWF@4-+0v0@}Y2-5kDV2Y}uRP=ZuaFfSiZ^V@HfbVW$cBSdBvl0vdfp
z|M2g>@XLc9Xu#)7tb>+I(O~_iLD`SLH~TG(a6s_%+#XzWYC%B+&Rau<Q1p>84P88*
zLJj2<No{y>V+)Pz;J7-?4DM}E%#2T*wy?|b+YMLMy~OPY-n$ktx)5$fb{f$s^ZU>L
zz8n)9`#?Y2mUln>KyX-0FPlIJ7tUcY50X~YY4{|GAD8$(!YjZg{bI^4;qq_BBP2cM
zO-~O6-T@pgK1dN;7szQvw_X6iH68F4M^@{raBW6q!egNj#p6cUPs`H+(-6QbXdAKb
zNfh5xw=DZB`8IcdoB1}6x#%Fm2Cmd#7zymY^yWFerR*giId+u0Ser>DFGoRh?AlC&
z{}a=BLDp|s4!fTyra8m^Myjw6f%GC04Z2dsfjYUzTQ9@mcmgPT6fO;%WuoTKlSnAA
zx3exLL~a=6ro@gqel^ZR{{d2J7l<T4a!<q*_*XyHM2rwQInjqezEC(i(yUqKsbbPt
zP2lWC2rvf@z(~UX{=~<CUUbg!&QbOiBIDMOp|r<E<&qpbl#j4o_HME)Gs?ZZviNZV
z+smw=Ze4doIdo$3aKFXm-tT*y-4`*}W&jaCAV!q?726yi-L?<`OEdzZc7)sv&AN?n
z@75o8<^`XOPfQXfp)Vx!?f~pDGO_d^DnZVXSUY4;7ore?*5R=2UR$g;oS^#>G*PkQ
zWgHTkE&<fRDT(I4$l|6N+;FJNa1Zc~{sc(8L5vTuGAS~m6%{rh6GP3HxF9K6g0%o`
z#UW8qq%Hkx>CT6Qg{8dt6MmAjpaB-qh%?@RcnrkwnlW4LkB5-P0-bC!kN{CGF!{t2
z{&p2SKcK*8Ke~(o1xOi+rgEkUgRT}{@V|JA8kE}akpgv##W-c7<+Q#H<P{Pk3%NxQ
zr=a-V_SPsTKYzk+<(J=Yv@_(s7=JJcwzFy7TSF);mg)s%oEA!adp$foPa;VME}f!_
ziqoidAxW@6u1`_9uHxEo>K(UAOG<PA@NB=lZbX5vYH7)hmj_xbDlt*R#H252X|C;u
zco{U#q~rv&M)8MI3fk!LQCsP_Bjwe{9zH<vxv&^nJS4E-cNpjx{iy=)c^kv-H_AGr
zgSCOA8DQNUhvI<D1>(HG1?b!}E^ch%N(K^1>l%0160C7ISG40q*tg?$5l#I1fEtWl
z063v;)q2Y@94m9KyQ>SD`j&><JC*b$?u1J13bQEt0i1+#T}?wH@#Gr|SDii}@9gYQ
zJf(H()`2?UgbaM(@)w8#;I)IOaY(xRtpm6+Ys4iabfE<XTWlrz1qlPk+}(eaEAWUu
z`%3kz&vgsxI9EqgQ`$Uf=QVzcW9ZEA<BfaYuq^8ZuG>Oj@I7ky1j4-s%!a(9o`1G=
z(a<tpDrpMB{u)q~k7AOBu<N&o@Wx&SIDk?U7peh7K{>{|UDf(<d!jH$+khR>jhGq1
z*)aduD-XWFD4EeNB7r=4={z@Te*FANsze-NJU-r{;f*iIat~n=QaygW%6<`QXi&MA
zXY9;JQha73-5rbT#X+bN3tYSo!uxP)f5#DtSQcB}qkh1LC~8ieI(2Y1^{ZRL1$JW`
zONdlML0;@O_12K(M%I2gIZb?I@Zh+DQJZ2tmzS3tHv8P&i<v*j_Z5NtuuyR40i*&e
z0aE!6Tqy%*0i=ld>2@^l^QHU**0!O~;kV+8CA&{(tO{@kibeo&&Qa$p<V+&XeVj>j
zGKwz3-8to(wrq*UAJ+E$#xPqx64qQw7f?gW98Jxn*r-DwY?7p$15kTyWn(+U{YAQ;
zdIl>K7c0Wn)5^=ey7q=m4bK0@8eebrzTZ(2@@0T)C~1LRidvK$opHe9OjsM<J24*_
z6LYP{o^RhiXRQkRJ)!&|<h^BN@Im57#M|HPFzJm4jh~Lz0p}qF-H!hLR)Ep>6|T0b
zr_VubO*BjBpWyb=|M|O>86V&OaQUc)`5$^5Np!3x^yiACb~>*6Y8;NH60Bfm9*aId
zZR`!ec+$)a*w+e!ESS+S>AY;i0Hr%S`)0GR0KY)n3J<`!$Fzh*D)r%v$5lu=_1)b!
z(5`Meo80a>3pmNJM+=v~qM91z2~~=X?%+|KQ4mFN<-=(wTKQwzqmrys^j<ip_08-Q
zcq}V2kdtEq+Ca{+d$z|-J0!IUUk7qXgz=sKz>=OIm<8D-F1vIzeM$Gl{<0JYG_<&u
zsp}zpg}Rh9X1}iRMW1h&{bs9<@u8PfZfJjDV&ng|&4u{8Fj=Qt7{`Db2!t(cFtC4T
zALq0s(39cAw|I!)R&DDaLaOfHJHvk3VC837^&ADS{O$%W)@Jd&j)U4>Ch%v5!MqId
zzO}DJgccw!f+tabVKkZ)nP6&3HTNz2M2Jx&*+b~BqU!-2Bg@O616M&@VJ@0yI|dwL
z)!ifCqbxw8;+yFoCuNqWZYJ`FK+28G0*S<#)CvrBf_@RbYwYIsJx6aWA_O8akP})6
zGC{8Dy=~L;7uL>#m4r^@I=V4!>Uw{LD!3OH7eT$TuFM}^d6DcnAh5V(lW1qwx5^il
z$vm;OfxzK<4xd=>EWGP#0cD6K5TsbqzR5Al5g_ytL@$MH1^Gam-RbVw?LuCwr<-hw
zhvvLcTcOKx>zL)&eLp|`b5FeuG@h$J0@o^_4-6P9<mz*W3@Z;ad6k>wg)Z-1PX*m8
zSZnY}0pX7xJzBfRDxRE_SOK_nf8X*fNXe@qNE4lQxbWlYCB2b8z7A=Dy%(#GpE)yB
z9z2YO6%DRKu=l<S{a3Y^mHWPmKD`KSB4nc4lPUIgc9y8ri|MT;J2|3vb^e7wm_)DR
z2Lqk7RLBJC;`22yJ*;tcER*H8K%Pc+r(Ma1`;%Fx1fLkqSl4+?RhJmeh`UFAgKz@R
zGA~aApM@toY`>mAU7!8<*jQv@q7Wr14|U5PkXj5+xer5S;DjJwfwg_YJWvB1F*Rkw
zt0Yrqka3L_&ETi>2NK{M#QLXyH^%&)r&>^YN*ktstm_^kY0U^p7k6KsBIqj6?jV9K
zq=K|rppGKOb16ABYk!7@h9-9HuhqoZLK`keP~j@7o>m}waYc^2QQ;T^TU_vYK2b>6
z#QZHIX4p57+Hc`~qdarb^M^o1xY<c!3;-hCfotfK5w;1}R>REdJ)Vapa`l_h*5wxv
zc<}uBa_WE+E$vC(6AR@y+|d*vhk2-q#eTLbQxO(KL#O=w^GnmBxJL>~5HxE?^p8{^
z%&zB|w`&t)rrieRzJ{+rXmPk~QK&zN=;h|(0^Ce3Dst%x`93~68i9io1Ut|qiv#e^
zLmYkpK!K=y@dTALG(z7VGCrdYWeBz*J1Ne=F%xYdZPQUI3<*eqrhuFr5ZZ7Xs23IB
zC0s`%Pj`?2)o&04%q@(Bo6oZ|;)6izya3v|Ip6QE9mo+5mwUL`zz7P6ih?aju$?3c
zLB!z}>kU8YYQ-A`<IIjiNPw{SRqztg0N2Tp3KBw#n-CcQCYy}xiept+)d#8S(3@@e
zP-17h*Xt7?44fXE8S0@({%4**_)MJVRw?~`N`|g<wc37vPO^KCZX-ePv_b6?bQv@)
z$CLwBp&CYE6_t>ncJgFL(x>|~_=4aHa6f^0M|?+%-Le*ajCh#_0^~Bm{Gy6LZ9A^%
ze6<Eq*{2x6AK^;I;hIAo?O%OXM_G9->Xa?NSvLgKpy<`aAOuRUmCU8C6T)Q?a$jrK
zU|u049Jqwj)DC+BLr<j3>FN1PxaGArifAxEU_S5&K1p-iI~6jWHZ}%Sq-ELHWz<Ze
zB<R`gWrXG&d#$6RBe37m7I3?m&mKq|_h}LSl=I<-D34bjWMo`7#~TSLFg*hMWE}S?
zmp%!g-}xJ41G@`HH032QXVyPuOp~0_Vem4j#EGKrzj3gXSZ~dvkZyurME4rDs6S7b
zn}@@HdFH%83q5!R0GX6SKHI?%VYlNIwpGv-0jEGherK!Sr*~O~hDyxT{^&tN#iyjd
zNCVJ4LNF2O+>Rel<dQz|(qR|0eO|K_6ALhgYr$q#oQ1Gn%f)3sP;&I&fJ3E$9?s7D
zAoK?lI$5+ky5dMph!8dj&=OH@e)u3`XBS6Xtb~0?nBaF=C&4Whp6|#o%=+xi3zaW+
z3&bF#F=5A6wHmejZ3r|$m2sA#s&+<KWZrz`hdI#!c2%^x<24I?{rY0dJU-`jyyXaG
zqbu?p$bkjYP>j>67W4h8iZzMS4K1m*9@+AmWFO#SsO4a8jb^>v#B5*su#t&tv4Jo;
z;s*{MJPOGZwvKD*WA)vAhvnp!xK5|_u~pT6NgygfbdBi}HbeHpu{20S^tubfp>$8x
zU%Q=nIYW!GwsPQy2pIF1uI-0dzNLA{BokzXqWa%_M|*547f5|@^2sM_c?s!{QWmv5
z5&8k>E-Wncq{NMyXbjunq`(hD5r(=ALn)G(#-HIcx0yp;6N874=vQb8k202%%Z&Zd
zE7Z)5xh>z`TZYf!Nsx}+@g<Lp5UwAmakJ0gIK1SKLUs;x?Df7q1q&v|#zN<>QXqw9
z0Z9iXJ@)GZObQiMnCwN{9c&^I?2!p2ynU2!u5WW6i;3ex-J_ji1sN)e#=Oc|863b8
znL({kcp*NA^m%A^YKpw^;VbB!fxIG#@U24js8BCYX_%9k<&)POb}=?PM3IWM@6vQG
z`hcE&*ZoLQi7|GRBoTjy@~(q41wo6ipsb)!n`BZ@%~;mU_SrlhstWQiLQ)b1n2W~7
z=e)prWrF!dZwsfg%t-Yb0d!F}@u`U72G#$Erb*a6NcwW?Wq<`7(?btA{_>kIe(1Kb
z{~UCk%kktO!P02SZXgsf-uS3I4i?Cd(Gu)ptvs3R81NJA0W527O!y*?z14_+{uG7@
z(@RT<=ofng8jpnH=^GtqI72XBc^{7HXkp=5fU{1Don<|#%ve8o(GH!`5&iBhL5xJI
zfWPhq;**_68X~$LHjWGtH&L)zOF#1c^tyWZu<r$Shj77vO%j71ct$J`v%B0AO1^(`
z=z>r<nn-AxUI#CNn_@I+0<{e{+P-gqa8NYiJ7DzAd&Sa>pI|Q~B_;A}ot?@!6Yy(j
z1h;#Ou3lJEtCcLH3|Ig#-0{bu^-0a~@rDI|8g>gv@^{H!_R>0bw~d$4Igtw`1Bo$(
z<AU$6%8x;E4?qi(tp$UO$69|-Q;yC5euNPtbhNNuyq!<8)y#OfViXd1aut{}K5p(c
zfwf}I2NK!mP5U4uMmG;1=}d7C$TGs}n^i=hWs2vIn+5ek!`>ruJ-_a5@JF8wA;{OE
zPP}pJ)jF@?;5`e-h<*hngYC2Ye#N8P%FaV^Qjd$o`)e)D?>d&}TU|KN5(eR;s-?v)
zsbbA#^He_#mOT;@gz_LAUL&Iqdexap>jRDe-jJhn^JXH}LH6;pLPn~V)6P5D*-5+`
z6!#z>KxU_9X0~TruJSWd1n&d=0@_rUj+y*8E#&lHQxak-nc0h1fD)c9_J0{Co_aVP
zP9K`ETdmxeL1Y)C(@Qi7UU+(JF87X5cL6!U#9%J%qwy=QrvGF^@Hc3Eo31etD@F~Y
zUeY|o0|Z44=`eI0Ep+kIm+2)j^njT%)WWF6fzL^fDF&P7zdf6poV<@K4nAq1+~poN
zikbS;U0ccrwb7@(LK;I*sDHuRyZkNsUQ(g7s2eIR+GW7;Z)nF{2W-|oaRSc{9SD$`
z28Czq)0lI{9?c#G`oJ0f+CipUv}j~o!8p3Q5IgVT<6BqUa|_UF|9%%Ov#S$NiLV{H
zA(QB9Vt@m>S|DA>#9U=!{J4Nx`YK$BEWxIA2Sw(jw%#B{EQvq`$2s(B*ZUw4#nI14
z`pRHJ`Rbpr2#1uL@|wepX91S3<TEum9Dr4p3SPl<S8iefQ&5tF9c~FgS{#Uk{K@aq
zR3z%&r~ErNUcdhu)m3Z4k(dfT$5eiTbpOM$cx=Rm`X1VQccUdYMAwhZVI;8@3LR{M
zkv!X0#%Lxfpc*WoCJN;YWUQROAa5mth!>7!^JqV}2hUr}Ke*Ye$F-gcmUb)ZxJ96n
zV*Ay|;1qmo;`F`SzV;X;F*R+4svpD5dr_hl-4YT9np<989$fqXp;G<55f!@~F<*|!
zKWHQ-r>3CQLF)TWJXryO^8@RqO+t{^mXotFu=bzsb#Wk{#|b<KuzdtP03ZxeqP@=_
zav6Xm6EQ=77k`O9a@$^k`*|Hy?|m-Kd(nj@J&G_NXQU|)<2}T8`X<dBd-y**1*V1^
zoVL@;$7ysJ3k`%79_$2HEFuzyBNb4C@TPiJHcDjIViW}eHt5=M#3JiuZEi7cD(}cO
z(uPNM(y(JtbFO139xLr@WPnc++pRP+boa~S`jxgEdI{ry6>@DMAvfuyxfuVjgc5iK
zkJ&yoh%}%o>?=Q<fxp?pc?3#tLzdE2IMGlQK~^ImD7d5SbNgjmgmO<lePWc0!w;7_
zGUGRgm?9I!%Ja8wXkz=s3s8s9MFXY^Gov2Glr|B9{|h4H6BN8)R=Km$@;?s)FftIA
zr089InNEsg5y4k-1LDI32@u+u9BhXVn~xic?!wupfDiTl$$19irJZ^B?^HQUI6NJ2
zuHocLtElkq!i?d2H~*k>^+9!GE@-KV(671iLcz;xLHR7p)@RvF*Af`9Yj-|rqMGMm
zWmU-RFy-q4(MqS=LUpU83zr8FW>1pA!yUbEeB9g^(Gmj<)xcDWpQYW0uv|hP648NN
zZ%`1I;{l9&(1Dlg^IQ2#dKx3Mo}*3MFjERY4ZcH%OdD9u671?jc5aDp1|r7v%P|!d
zgq!?>n%u`8&ZSm2%Dc(*mn-gPB{7oNI_SG;Wgb{4|NhY|pQXx-gR$W19S}`>&v919
zTrH8n{)cf#lCdm1E9)63v_Y%l)_>}Jar?*1^T!=4XC#&hw9oUb(ik@skz;g@zKZ@Y
z?s0trl2QHqGATVY7@~=6+R94V$<!o`TP4GUAA9OH6<`#fAh^1=B5D#y9ol`!^>g(@
z0fUj(ppOyY0~jOCp+}!1l^>f8am8*j7&Ly=`Dugl!LNOq2GR4eg<VGK>a+yHGjx40
zz<Gco2G1BH!s_<+_D#E^QN&`AQHUWjBocXscW3Gpw@C&Qj4j#k#!$U9CMqgpC~9g+
zSI#f#*eA7zJGH^c8Ha~!-4&U5Y<-2=dHl~1?ae!oQ9%F#2q1WFXzex8-65xomKjA#
zy9j}ICZyGV+vFtMf2bzV`nSlY{TR9(#*ZAaGhf_sZ)Iu1*1L<2M!AoNkk)-LawCDF
z5RkHstP6+A93kKB&=HNNdEHFiZXfX2!1;8eiR#)r?clv}l7JF#Nh;~8xwp~p`=k!m
zzX&aR#lfc0mV^TY0IvL6S>`Zb{uWPu2pxXNIN0EcH5?184x=TEE0|r<3(GYDTU5*7
zx^3wO17|d-fCHrkUb?d3nhHnV^7wHGR;ILFuK!_|KhVC{{)ruN|IWUB`ye8qCk`)<
z9FBQzPcJ6<N<!GeW9CCW`pheH>7rMH2L=Y5*K)!u1~F%VDd!y=V!h*{q0oxL%^e*X
zSqsSeA6#kq`Gk>K3TGiU(SYxw!>wc7Kq*PZbrJ^;z9hG{hQ`B3kIwal4S*pdPQv3S
z@BNA4vZpUB7<o3ap1d*=<On(4Zx+lcfIgH}oQ;o)3ed_N0oH{%H45zUzNeu^xqPCc
z;h1NFZD=EiR7eLUAi$k3{dvEx@90))++(ng;s!hd9An_%INaN@BOYB$lvNG5g(<DA
zY@XF*B}0JC?lriYI2=+WYwb2F_gM`ijC`2LY&jNcXue*m8aZ~97YZ_5V5q`Fki1+b
z*KTjQKfwT}KW4l>eYyZQvg7z*xKa$iRyfnXh1ebiFXnjQ-C|gBfyt)WTWfhU6<7x6
zZ=)2U(&)!IIiuHiIu5$tTTD7zsCLVRDJl|o`5b(aoq8S0u)bgI!FWc*B8mQlu}0V~
z=>W*AK##UDE?33exw9S9f>YDe51&503%(Pw5%9N3#jg5y60yAG!m;bY8j{N9_dNer
zdp%v<{b$1ZL27ul`wYB@fBv19*X!uIn5$8SgCO_GJ#u+@{@%niU}?E$8tOq*45^(L
zAXVs35<Mpr!UftEuxU+!+Z4(Y-SO{iWqtgsc^@GBAr)i2kb9t?h-H{EzpWx*w-XFn
z&`2j10@v7P&3%7cg9zU2yYPa;1${P(RI?q6a-U5w`j-WG{N#}F#Zm}cRQh?T3Mw#*
z5+g`a5?m<*1UkWU=cKW5XsyNlf&!;Dz1w&8qO>8o5@<-{qT+?n2_c)_a}|*05j|4x
z42G4h>f&^e)_3q%zb8jEsy5<C%|9ZX?|>s;nJBMI>{!ru8bkuxi}K_&Wu3IVyf8HJ
z&;e7^(u(uW=s@)j_DvJnT@W=v_|`@_>MpJGvXyKk00UHy5GZ2y<sM7&yVcMX5Va`!
zDnQN7-FMJ4Q91l)+sBpVU*1DOELgcWS`Ji|>b!J_BVqUBi5K~Vg>SK#d7V*g&VfQ0
zN+K*Du#1#u&cD!RhTs~_GCmBu0#c%}INrKs8)awO_y6>OY{fmKs|OahG*kRM3{<2s
z5?)bJf$6kxpUoiLS)PAgi#~$1*_9u9fXh}XSpi&*uB%Y`+>rmyiCTnck@sj0mm1}w
zTe@xMP7PcG&q6d|nTF8Hj<;_EYAv7-xB;1~xBJG^%_aP(vxr^{%7FhAT#$$!5H<O{
z8nwam=PBq+;K!hq!RBcWN)mF3Rxrnq6G~!JL^@~Ct{(T;9@PTkp16A71<Quw8`LQl
zy)&jd{xu2&-K#+gf-7ov(Ifj2bj!XeXHaDS0vFLKfnUrR*d)Yd!6X4qAG9HM$$6nu
zFQ0CibR1_5BspUZJ1_D;V-6+BfY->Twv<EJJb|J|(5r*mfLykKp%{*BMAJf*d}VqG
zv=qT_oI8L13<yI8+FmrS$vFgEMyQR)*Bnx(w;h4Put4nB`^GJZb~_(l5mD~pn6Rgo
zM*jb_cIII@=4~IhWy^!KX~<H8JIWH`vD~Dx4Q-YzDWZ|0)sQ6PHlbp&4T-5_pQuR>
z6)BmLrG>%7SW2kK(jt<U_j7X0@&5Hbf4v=t<CrCN-Pd*fe!uhlZf9jn4kdZR_?UFp
zTd|siZQ8VHapRYwV1%G{0RdwuATO0~;9rKjHeX;XdwC+d^kGqx87KX?n%v>C{`!6#
z*}W6kg)eJIa^~gQUi}q!+f7<1tQ1s`#2krKnSxVvh!GL~GcOqHc4P+vU4RyX6oqHr
zxqG*1nMJ(?dRUM=++t@TuR9p-^Kf@h;nUNyKL1n}JwRH!t5M|vTE!Vn6&WcXpR6Ae
z@c7=(7Z-QcwzSjA#txy;m2<3z@A_4%&a~ggvD-oEU~g}r{BVD1>}@wK{mxqzp|R!O
zqlr#Dm*`&KqDA+LX_n@*`zUMg&bkvtQD3cldzop7ECDO?uKgb+104k7g~|p~XOQ;V
zznA8l;msnKT*sMrw2Jdgmus}-VLrSQ>GQ}lxsJ_nn`iR+^CwJ?u(lIVotpM2X?b|v
zpWh7$!3j`OTwJ`;#^dkysy=2TM}`c!^nSNLgMJ4!b(Rfh7%?;r^pXSX1JmPrHBT=z
z<Wo@$R{;cEpA&x0_Q1wu`)*524`4-3BaR*n{^t21^UwYS2+DJ6U1t$NzDeD!txC(e
zb9MOmEyXRycg2NnuV*v4#$i@RNb~h6%4!XYu$;%E&>qo6xAXY>!OHV1!p9yIq1~c=
z!pFNL{*K~|J$w?@7-h8A`4cC-JJ7bk)#95GjzkhtkRP)eP;HM`@}$ra<D0FMlQp&#
zgg6mHy)DzaYKT_2CQH+%Qs%!*HoiM(QMgw8_HMSOTQVBocu6%$?aUS?(c?k|0IIhs
zrksn#U60P}R|ltc!J?=FGTaAOvj<)+oxfPK!z*wz{*f*8;&D+nnC9MXZ2pWIQf`dq
zzFM@ZoN?@$^HY6a9IALbULQh>D?V}VoOXDQ1*iiH8T-z<g*m?I?e@}<NDuMyB^6;0
z8d?S}(_+@R>#rJzX$uB6XPGJTn{kJG{Q1<|``x9FXT6G)PD~MpwHtoKFZIt_5UH^E
z`1qUoM`RKJRAFwpW2qq>qYCi`>cO7l1NQziBS6%L?DC>QtWGW1@H202di}iwm*j`*
zUMJ?%J?q_kEg`6OkQjWyt*<j^T+$}D=jOawgCsa`%YNse1MnqLSmdlzHqu3cWpQ8N
zIurXCXdn%BKL_76lm9_`1PiWEtgczHV~H~K;GLJ9Lg$l`Iy9xPkx_`WN~!zSFq^II
zXOq&hGPL+59SS!P*5c0yQ*0(LxTzPHt@^G1g<gmQd<qw>_2Igm-$xRFL#gxafr2!b
z594BMHVXjlLZ%Vx>plkfRwZ=DSzytj8#$t_c#Q$27%{hvZ8(;iK6+j00li;0_i0}u
zIQlT`Oo8ujPe~|m?yaw{-KFQ~KIxb`U7VeZw&%MJ9y(^sKv^xk&>GHYm8!tOwF(aX
z+weneZQiwjt$TB~jvQs))iUnhz`y?bD-`%xvl(f^Hu(n+4-c!jdjZ)sUg;n^S!g3d
zk<xD=X~jFcQM!d;Mn==p7*9m+X!J*?q9w0ur_T2~81ZT2!Xd+GIpl3>0UC{)DL-sT
z`czmPaFo^!Yp0`-8CQMHkXgri36?STr~HdIwZo87`t#Vgi$NmMl4a;6k8;HEd(doE
zEN~#z3HnxZNH5jzC6_k_g5m(6KC2DD_AQZK&vL?PEAZU&B)e&9mhJdq1cUo7U%ou?
z)|fS^j`#s~!YaTFq@C(z%7!PUGp{)3+k7N$KV@ieCM0Jxu40WuSC$_MuV!Mvj1MQD
zBo-P5hs^Kpa8YkDaXwu(lv@N6X1x^T55JzhlT$w8bHgW0tZn;Iq8KvjvWFmpsj~W)
zW-{Xy$Rkf$TpXeWR~v$2MOlA4TvQ{`P47?mJl^{?>IQrbq|Jp-En&AWgXY~~*dqUN
z5^WGW2Cy}6B1e;O=vHAm2>ju5J5i!U%sB3$%$ulX1%j&+)~~L6&z_b?Znt^-0I#rL
zx_8yR#mNupSgv>`C!zSKrs)4D17AUS;B!Nq-QF}EqM&)%(0~2-Z}jw7x}ReUDK|8=
zwfntnC~eK+BLxFBP=MT%TNpKRp7lkY#h$Z&Yp(!BN)eTH9ZE0Bw-^%8$m#6=>ePw4
zYg3d4FULJADfx1S9|>39V52W!3C?UPYW}?OS^Rn~JnVGJSDfO);?pUK@F9Y%BQ{qU
z8)u>MXQm`-3LX)<>>p$9t2NPRr!H1Qj@7gC6x*yXab9ZZc!12g5y;c+Y;7gCOx4)4
z70y38YEgf2vE0W&3qI1SP51=wvsNBd^{co9>v`X<J09`6w!BACUE89%tD^=7yy2Lb
z76ha>U73^mGdpZJhiTb|hh78dI^;}qIGyH|^g!Ipc$zRh40>{A@CY2}c*0j7MjrK}
zbLHT3l}Fp}-Dw*0+`g}RPe9-f9p@K!CwEcj`M>flK}S&JhJgN@JXs!EmhtdSsf?lt
z84x8SSIRIw?p<-b<M2%eo;5uwuP=Rkaue<FI_~Lx_JW^2hv~*%q4$|$Z{Llw<>GO}
zI7>Tl#ODTaXsqZz==4yBQe@%Nsq6mPi{zbt9?LJ3l-7J=+VmG-z@hS8Vga~bnv<99
zwN@@V$aiBFZFjg*QH!X?1{D#>0aU(DRY?iB3yO$s1#@ZuZ2BJD%rtNAlH=e|ErGGw
zP`&&CXeCBWRG;zXerUt#7m!=b3<^>LN~;?jUEiP3$b)&rr?odS*p#7WK9L!2{R2P+
zn0oew9B=2*bn2cv;vbMs)Hm&#O#~Zg+nhc-jfRGdJw(ZeZ+)|4GI)5xioQJ%d?2du
ztAD?O+K<C7&E;l41n137@0zRSOp`NCbZX8!Ge;D*3QaNT!yyJov0mH~*9SyDr&dfW
z@gQSW2+WB?cTRkI1F<<zYQ?lv$M_iAMFX8weHJIq+qPqe)tR}@-v+g8dAFigx5M0G
z<np==k@sh?6OP_cKY}6*<pLc+eBA@2+*P;3gZ9#G3a<y~X?$m;_E8{zHTLvz_^$%1
z!knM8xfL^urAqtEX!EXMcM|*RGiQ2k;Ea+e8^>2FM-UY4xCfl3y*9kJ6HRALh)tkM
zM*2`$+#In~?G(3v6Aa}Q;57@#FL?|pPq*}luZ#RK?koZ-2x`#c(~dtb?{4+zsCm~m
zBr6Hu1bM#4*IZS!;4>unWEcV|AAUJIN4>r4F4s-Fak!w_zb>#IZl54Xz^JeVu0I*j
zvWSS8l-A3aTU=cG?l{g-qXnmjF4wTym7i}dwJuk|+qjfJ4qA+(_(Qa9L>lLU;1iB;
z)L^B0r)=MgZQY0j5zGOxi%6LT-pp{hMRFYZWA=*{?SQPrl!=+uHLq--opJJkBTx@)
z&=gw2-&0QP=@=S7H6-jh<Gf^g)ojaEo0yqAQl$t@d;jNmfgh5h`_VwjR3ULq*e7^+
zd6j{Witk5VohT%GOV3C}$(mX)V}y+oRrHncwjQ`V0Ty#e;8XRq>KlUsD;5@&z?#^m
zZ&ur0vM+5i(hecEc)k5_vL{NEGZF_0{K_um@JaG3vqsDY9wMd6>K}eM{7Bd68hOo6
zv6a3qlI)kM!o1P5lb4P9OkUUHF)=N6O#Va6XsjdcB@2rc`yP&*&Kitve7*eNzR#~6
zUGz(F@;G1(WRX~yAPc9syZ^S^aMU!|Hg`ZIo(aN6_Hr`vGT|Qv=;zhJ`1>?Bemrv9
z&7WdOm7TAxqhu$4CO4=dXJbP<_DgvHuX#T9gQu`|fTC8oxwTl#tzb7%bjWhxy}b?(
z3W))VH5{bf+PX6fTGOnH{!O$gpM<bMfs!ZZrA%yoQImev)-yT5N9^VF=qVNP7gI33
zN~{lsk3-<EjKKv<;y?ckH!JV2I7Dc)nM1YZz#wBwHULg0M(kk;4Q7-Et5kBO_H;WB
z7EmKgiye?E!kWJ$z?=4xi*4<)W|9SRP1;`CBqsW}qTiAz3wh)YfoH&rOiXqN%Y}e}
zetBJEZJ{iBU})1^rzL%heN(}UL<>uDz!nl3JX4;wr6=#-Zw5(Ayb8{JCQRr}XDc5W
z3C9|{g#&{<K;pDiz|fVK-faj6KHz|vhtEy4hdA2#wbPGXS!tF8fFs!$WJ`gt!n{Qw
zn;|UlX?v|w&97|$(gd+3@~cF!DlSAkLeo-H$Ym*Ne7hF7iuANdwBnVolL}Dl8UCT6
z$aUR2a#XMn&c!l;AZdWQMc3awQ3p#l(cS&kQRjEQsbUR0c8m;Gk@pQBUK2U^&9T#|
zpC)XkhU8s><&<*~E|?v4Kw~engF8Tg3L7f7PT;%uh=6u~?Y!A3AQv;AhDyyL+mEb@
zhKh`)LC*Dm?!R{P=E3(BtutFfIG{4y84)p+g8%!ZPmvWyYtDos(?YFs2jUVx6b-#}
zu91;rj`=Od2_o-y!}}8x1jC_7kCW)-In{%;2U}>23Z6C#js<+iqKWgmMusgW1ily~
z<lOXkg8!~xKNe{t4G(w}XFT@HrpT!SQubxd)Upzs#KQyOMQb}P@tltzzrp^8-Z_Xk
zGn*R<nkz-y1uj^_NSI*WLu-wZ!9IM%B{!hus%aS_#J?be-zaU|ZuHxZNRBpuP%p<j
z-|?$>lVCB_*5AIMlV#%F`VPV)<eRX>0B$xFZI9#L@7-8Fr2%tyu@Jw)bHPmSax3kq
zjs{5UxCE1gE9({E<3Dt#GXAm@rRPex@ABN9a+H3J2ZTci87+awOsbF&I#ss|!3xh!
zo~5is&OI~?tLMZox6=|k%LGDqBx*#C;7<k34L0m?{l>Hk4&G+q+0h{n$D-`<(h@;F
z2ELjVU7{IX*M>`;6*Pn%jq5>#!1H53?-xmB-@Z$ps0);C-c^*CK{iBqz!>p@L%c?<
zK3hAFr04?WXX6Q|zDc;?P<{I}{qtKx5>r)%w)4srCC7&@rRL^c&KJQC*;#p#^)F7|
zHOOGk)c$AUNq>r2elG@9Y|u88GGH61DRalhc`Czbu#U3r6DbJ)!4SBwDp2vauJOJl
z%kW-8P&Ri>{4LTk)bZAy9?@w|%0MljSv!9ssU`?0xdxnNA5JADwjp1dF0!FcG)9>n
zG;uS68O9PvfK?Y|>E`=+1AP3({L22xPHwYt;{?_Me@#9xA<t%JYyOT-e(YJs?;C3~
zuBr{Z<fEX^Z-j1LMnr*M)7aS&z4^?2j9~AipBxb7uY$!RDZpC1n}D3>jb4mg6pF~j
z%}wF|RG-w31VN@H!4G#RW$?e(9zGN&j6V2lW@cts7FoIj{cGU3M!l%Ln+S;_H&L|V
z*c5DlC1jsz{@~Som0J1xN;l9SKKL%)96|n~)|KjkBc{GN|4_EyRJy=~`bqCl*7oe#
zX~8$B1}L<J0fcC4f(Q1UtL8OWWR)zbuO)R@w(6dH_6y&<lM!lH2U7ovA%P}SlX<Dq
zH#{QXi|xuc|8bzg7&2{Egf=psFBix~hS952Fqfge8!8aSu6!sSvAU#rFErL+g|<|=
z=<4ZBLxt6UPlqG76*q(DdiwZXM2~#F*syXwgX!3mHb-00-=H%czI*nNPy;%j2K;Zm
z#rw)CAoRVr030qflGDrDtIfA%5zhs$;Lca(4lk(un9;0%Zb2T~dag<Gqbq=Z7|bJY
zCzAYYTM3JZiiMXCKnoa%ClFK2{4LzM!@74GzQ#Oih3KUB-wa0Pi>}n5Z_>jz08yRV
zT2%VCaxt4VNe5xLFX*MXe&i43m4D&IC)sF8uk$MdXYO~L6`?OTW;hQI{O5`cE|lJv
zo&;Xx`M!moPx;f=#AN1fAM{M*@+#Ud&CYz`+cE~T<~KVskqcwzh%Kxj8|ayG@VT}*
znxpKrpvn9%J=xhMJZCc~1Z{;zM6^@F0Apig#jT}Q3kIt5-PM14BvgTwRoxhrzz<9L
zRC+KK05FwYY8<dTmpQ5hUys>#@XDcMoJNY((4sE%u~Y(Ka!Ml9(mVI+>eAD$TGJiJ
z^(t_k^t|SiDxuJA1o&*sHT0lN#Ip6awCmJyVT*GM^z9WEAr&(g?$bp3IvOk*#M2f0
zQ0g5t3zE<z<pA1`_>gYy9cx;%3zn*ZV5HT*iW8}j#07w<OJoBLqy)2xI)B^aWnHbR
z3=-Abcdt_`A;gZ>xx=s4x>`zz#K}i!jq~+3Av1+E_<ij=CmAG3lY~S#v!FphcBCig
zPn?SB+D(34KNQ@e(xR|9i+U1*LgfOaDG8uFkAr@<{r&nb@EzCc(mgn?2ZTG?=F-LL
zX#EF`Q-NO99NUQY{1}}!@?*GKv{rTibog>vy{G3VmBvm92&f+!-LXZ`cPX*4Dzx2g
zdZRz##1mZvEbtXR8L4f-2H$tAkt@>qmJ^BzM5g{v<4>L}2HDQKdKGQAAp68sbx?vw
zxTbEqY2>*{br&x~<`mFCGBYH4f?*lEDs^>riF_OI@{pF+bGGVWkG9B^k-*ZH9_42G
zXL@;hPDZl{6cuyd#3?NTsEOhM-~$1G=j1G}{@EtChDbySuK=6?rDfXGToylojBbZd
zB722)HZ%M1Tlf_7CGoMmEh8Bac|0}slYyNZK?eLy3V+rz?;DaNdh-R<<Q-_}>4lKV
z0mghb1NdH*Y2beD8;Z-gg!CKCv&0HcA{ZMXbUi$dEW-yY`!>G?yNQddFc?O1okUO|
z+Cgqesj1uH0rhOzjF=rN)gkuS7;iNifz2+aa~+YSAam^Hu=A1U$Gul!!Zka(PMS2y
zb{^thUq1)6;FnyqN@dBi<-AfxcQNleIG~Mj>SZpg)#l8YZF^N$Ivtj8QK_z|EJAq7
ze9iNg-@@1L#cU|%d@afR-*3_w1+}IYthSYtRld|a^DN~{r)Ovi2`mbQ@o3ikfBiu-
z{tqJL@PnvGxsb6BHEnHE=E6TJiB2oU3arnK;C!y6q$dw==)+mF<T4kv)Y4i8zTCA(
zkDKJN0sKB(X~VP1Jd)B+oBy-S6o}g&3JR(uX}msH9WGaGN{H>c`j;nUkhmlU0;|ao
z+!9opN#jTIT_Gj=X4~%6_$sv;9q?Wu5qN0Yo=Mlt4A-bPr;HTF3i+53Ry2scgaM_w
zUcP=HH>6{>$*Gv3VPFTqu*=tzv!LF&pY}v^a};`Q1yj#rR`W0ka{;p9ByA|4GNFVL
z`rS$!n}2R~r-&K-k^OwJkx<c-V@+}82U=Wx%c4u(hxc;3Z$$p{;O6`N_xt_j>HdE_
fIQc=(np^+U`tlD~7ma<~g0E>-)|T;;7OVaTAW;4v

literal 0
HcmV?d00001

diff --git a/_images/8c211e31247cf825c9c256ac425d2509e1250fd16ca85cf10fcf19b03fb553d9.png b/_images/8c211e31247cf825c9c256ac425d2509e1250fd16ca85cf10fcf19b03fb553d9.png
new file mode 100644
index 0000000000000000000000000000000000000000..0feabf62e7f0cae91cba58948558feff4bacc79f
GIT binary patch
literal 80649
zcmb@uc{o*l_&&NrrpzH^9!kj2fJ~V}k~v8Tsbn4_k&wAak|dcDDxu6nGAos2p2`q~
zOcjdg+^hF{zUTb@JAWM4e!VVjd+)W@=kq-G^sFdDeQkPLE?N?aM1NRE)0jlsREGa5
zsVVWB7#iyR_}>BVL+0KlZfCuHZ9UJBj@o*=JG*&1pSR<`aK_W?yqoJ@$peymB={Y?
zz1_VOq@-N__X(12p68?l^vV12A~fzgC%i}`MqA>)O}Phi&XYEgNQX7mO#SYCOZ5$4
z^;vB>IOufq=<v^@20B;X9}&&i6)D<x`Sr!<nxPEQowU(o{e`1>Bd?}XC%)OK9bn29
zF6O_XdgX?G{lhue*UQ$EE84D;EH|A8^tpaqu36sPAK*Kwn9%?G&5wYzdO_+C5;^hJ
zAR40Fwbka|*TVj5<ucOvx~9P4ahmuQhmZ7F^Gke5PunzJ55|{mS6$@xe}9-8$}C5T
zuW%zOAy+!$D~myEh=cgj;`u*bC_TAqu5yb6`<8+itBw&XzH>t~>@oW_pWE4R3=^*}
zO-&u9UcEfv^xm;VLz#^-T%3$}A<E!GG3)|LO57=OZoJcZ($bd9|2^AXp1b<{Yw^BH
zAMxqw>2QAqyfyE?zlhrITE1!P4!xHTkEVqCi~aBK<9n?y(WhNr-KDFm``_=m{yjgw
z!t0CO;#gB(p>2bqL0GV@X#>wR4c_T|_3HHFJJPmf#wI2a|6Yi_+4Hmwhkf()?Gb}+
zwLJ4L*5>~GMOQt}M+4JB{T8X0<BN1l`*8TXB|`WkGwxITJHw$;wi5pzPt^Z!XZ*hx
zdaKLHu^K$=8ljaHTxWBo!{O>H`;ZQYZwo;QuPE?HYTF#wLLS!=`swl-{jp=m{1)n{
z>PFpPo_$_-_PId34u7KV=$9|r>z982)zHuoNYss3eb33EML}HL;!u8Shkab8W@ecg
z8Jp<o=^dP%zb!aAIH)=~iJME9#f1pt1z4g)nPaYB4{Ndu*4sfI(-hJ&9^5t&qMxJT
z;^I=KetsX<=!Gi0M?_>~q<%qbtB$6oCcl8dCK(x-5qEiwKrv2^aMp)u+Z))T>TFaG
z9oqc5txd6pj*>hxGn0vpty@iAa@)=K@87G$M0QR!-dDa<=sjh;;8$%O6pN2nVxem(
zwe95hPj~NfVa*7OhzN*?WOs`1+s7)w{<t6~CfK$StGOXJoS(X@yL<HKRHvw@sH&RU
zrg!%agf=&8QEc8Uuz!C^0ttVrCc)mhCv7A8<f+o2sSnu<c2;I);orY|cJ=mZ>`1Wv
z^K0>r(#1VHj^4fcDq*LPh)7t`&;RzpH8Ctw_vx-(x~;UdwC_KB2>JQbTkpOSXTnZ{
z=EkV4GH2g#P*71ZuKxMTF6VYfZ-=R=X?kJd4F$QdurQp3JMtcaK9_eG+`m>_ysxld
zubQ)=HH=v<ocZX{qx7C$UU|py1C>Au-hI#Bz2~1duD&*mK6$*{Qu5ZVTi$*gq7o8U
z%_X!hT#%i7n-X#H$E1LeP$;uvIP+#~TcPNIfdK})ho)jOXI`^T?@)5;k@)rdH~rGS
zsx#$LCy&dg>VN+7#pKJcuN_&bjgrdBsrXA<di-SrS5jNp>6X~hFKI!|Ppzs9j~xrc
zk)Qrpeeur0ppC+9&)Ya@#x5LSh#=p*d2{QlS8CSQykcTv{P8+BQd6&Q-onl=F202&
z%04&em9!478FP_V8!kqnMnUg*@2Q}s_Je<~DPLN?(lTz_|LjcpT;)umO&!^<wKc{i
z*0r}fta9nQrM0t-)p9z6`KkM6FPP_>nM<&j54)n6L~07+;a;H^-r=CVBLPJuz+C&|
zp0Q?WiQIyM7RG~ruA~KRa7Hljs5?4}J*}EkunbyXx+Ci{Q0NiNOtC4VVN=RmN<8pG
zQd{@v#DyxwKi?Mpa@(i96-cV8swBMC(wJvOS4_jG_pfBE>Gm%g{7kB%tm^zsbgRFy
z8?IuNo11eq+Id8z+#Pn!x!J#)ealsKfj{f(Sn*WxI{R{e*r#s`;kPL=Pw#NxPk6<|
z%q-JoGR=<C6i!!T9XDV5m-ke_;${Xum1_sQCT)IypCC@djT<+lg}po#Ql(SgN+;{#
z`>n`$sj6Xy5dN1Fp1U%p4&Tucuq!f`=DIGrdw0`=!wD}(-Bp<=lz0txs#X6vXKcvB
zKt)pJXEL<Ye$i+r^T2o)9=`%!wBLU;>?(&X#>~#%bNXr?j>@_qLO&-I-&Ofl4Goz>
zLPP7m{0Q8`7oL%moxPds`dRawc<BxDaJ8mU_mQMim+P<^V*md6a!|*>poQ=6FYSPh
z-(NzPS#?wbx#%c$TU(QcU8zuUOvS=91%nMmHFb1!sF(#d=O4sMyLJ1vppsJcDc8d&
zOI5=k4|}`FZnrpj(soa>&GUX#*W8=dv!^a!z8qM(dQX2R>8IG(t+ok4d3lbyx;po&
z;rCPC4(HFSX=sq+ctS!#m^e84CVqE1>@&<WbyrAbifM|xetoI(cJIJIba*%=)(n=4
zrna^aKmV20n!#DEz(D0<i`|xz+bGC3)z{ZE;WXropZiL8aW_64uF6wO>JU{dW0kdU
zd%yJ+k#B5ll&>!jE~56^ytyM&JU{3xYtln;-l*L2DTCa4U!S?|`+)OHzqn*mj^?}g
zP@NAf-R7F8yE&_aI)r~@ex5N|PpigX+%HghCpSX`i$YFkR8NoDJ~_FphYu+?ZQ4Z5
zz@UY-*5@pXvtV@c<d!h?O;MU;B^K9Fc&_m%mbOKZ5?)<>^hiwiJ@JeaC!$bWriX4!
zykTKsdHLmstu#lvsTeMqK*Fn4ZwWdc&ZnQ^meEC3w_D`1rv)x^mb!gnNYo8G=~lyb
z@b90!&z?PVSo6fu78e(%XJ?18?8T)xc<^AW{T|Ijhfq1larzsUqrB1={FHRd2Q-){
z^mc3&`B_p@A}S_^@}5B<B`QiSARwS}N_>3L??&4M9)<nR#D%f4;<=?OqOPu<-aEt0
z#T9+y1{3Ludd3y&0&OoZuO#*wi+tj6>l+$2k&KLtq&eu`<JyU`l1R_{uZ@h@h~1S%
z=|;7~lD}4NwF$>D;`RN<kHwFd=0{W9UeuwQ7F}NVAM$M5T}-j9c-!;I$+KU*6?BAI
zu3o*$ub{xi$;r8}vcf03X_p2~Oj9PUg0{9c`LDDyM^vayj~yFD1L!(HM?<rCaVJ@Z
zVPteP?VGfNe7e~zvMKatkJ*4=6jEbpOBYvGBKn=@Jhz{H&gogf?K|wV&0B%z0$@#0
zP>`4n6-k(d2EV|8V$Is@<Fb9;&$M;xc<1;OV_Lv>8s1CaiWq*lv}YelV&datB(=VI
zqiJh9n*MgToZPk_U)rfi5~p5pEBelH7YDAfVA%zP47;}YehQ4pKUtQUn@jEc@#0SX
zd-A~^<ITUl5Aw!Qy?y)E!O?MA_-s^E6xPgH!Jn(7{(e=lMB|X&k70g`V~5aIG_|zq
z9ZN#qp7o`^+5aL?u_yl|RleDg{H$cX9Tb$5c0Er{w7z|ty?p57K5=pJ_{798bimdL
zVlm(xMmE`rCh8WNOI!^L3vL(%M({b{mebjPemJ&e+-N40#I$|;mTcoFuP^V6?vsV7
z%Vd5RT$%qAN3(UuFZ+`?c~}zimzE`N-n?1KqrKsRcf%H+O9*7#3^+kYoo^Pi^6?Vm
z$uieNSOR7R*4K|cHuEv>;}b;#aV+5yOQhwxPKm8)YioP$PKV~DZGt3@>sq?r&a&H;
zcp1^{{FHbn-=%KBe)#hz0K1W#<o>yp`D#SOIF<!gAQNpE>B_x(+>Oo6f-*A9B+(?n
z!#X<DcBfBgbWWiF+sLNu3KlBs*w*TTb|2jSrNMqr2KHfqN>Jlx-J4FgU)X$l5s2kz
z9Y#<36`+D;D!>w@Ra`Fff-C%TM_*s$&a?m)+AuOI2JV+RX_uovd@xp8{hFo1EQ`<d
z`n4{%vOnvkmAR&-m~8~)dGbWUGH|JzXz!U>S)8`pDO#ghXMgnKP*B_ig@l-Sd1C|D
zmg^=w(cnH$PTHaVN5;jqpe^XT<kVD&%gH5qYIs&yej6y+g8kB0=EisS?cK0lCJ#pz
zTlln(9N8jiS$+l80VnE-RTcZ5WV$WeBpbcjl_Qpu_4IQRXjK;dl+X|(TE^>me20Q_
zb443lTE<HUT^r;+1$5dnRQb*~|5_XuV5OBg-Au>I#^xixk)<7H2Ykd7r5PC&RhJc~
zGEisbST?xWxYdAPOpKN#ilQ^eVBV&P%*C}86%Y$&$i0Cc`+utU(->N9eKec+!fWvY
zRmmg(r_r!&)>qml>MMO_m{?h_e*NkY@Mp0lRb{Qy;Na-$OaT??p7JGj?23rAG(NOW
znTy};fk;-I^c&c)HC8o`9b@D5|0*CXES&!230>{_@^(*8&qDiGH#ZeHoseL^m6S9-
zQWr|#4-=EEfQ^L?9fEIC<QUJNKTl0Z$ITpXk;Q5J6%B)Uakr03+zQ^**w>Vyn~3Xp
z?|_%I@0{i5&!0&SUQwy?9w97c%UDd*6lA~~)xRfGetmo1?*8??0C3=V&C17yzM|8>
z(1jl3S^+;hw7dMDYGu{M9o*1yX|a(uoC&2+yTVVc^!sx{;oz)%z%S`{X$Rw$W_o>f
z&zqOI@{~IFhnVE(3!u#PTKV!!e603c6ud2QA|%DNlIF|1RN}IP5*J`;y1VPkaqN=u
zmbmemg4$*f8TYo`Wj3#Fisa_zl1TUDJ;<=3q==nVU$0KoF{zrL#<lH#>q4nI-oL-n
z5WzT}U-q#cOsUYhe-A3a81{+Z*NljTkx<6Wr%z*7uVGmPZT#RP$`Q$ZZMIBELE-Ln
zI!f#+^D&v6<4kmPH6!2ppEtfv6sJ*1GZ?zOHrx37$CtooR#n6LrpJ$O)sE#BxV$>G
zQ&37OE;lbv0A0?Y^xzP{c;mZNMeVM|6ZvMD<>hw@E%L24HX0ZY3Zrz6y30r2zRe!e
zHo?Ni#@1N7u_R@;{H^~gT0H}|yef$wO+<}}B0eEOgT#-1jh~BrX3WS)9^XG7uD2^<
zN|Lk^>?t^9fZ`RxPo4SbQ8e|IEkgG%PI8W+!fP5CF?;;^<srCd&rS1EXHKJ2rwp*7
zwz9{B-93K({I2+W_w=0m3WIT#HL+yk)6xubyQdkveqlA{wWBXG3C2hMnoMy+50AVw
zUz6lF5=^DQJs&TmO^rT}WucyD%7P=s#+sKtJ6a#s7*4;Pcyglnah4-VlCukIXt#;f
z)YM;>?;XckB1P^!_s-idsQb~etLhp2L#}d5)_|ol=iYHopG#^xg#I=5xZp+RN5u=@
zIDpNx0^hZ_$Nl=8U{E=Hu%ck1Ey?$H)%~YYqon7P%_E67Z?Y);c(eD{MA9kum0{nk
z;^JG;W7ATuW!q6leSCZjA9te(YI}R{d#IQEp`e5<JmU;dJDO^1dwYc0<3qZ-v@Bb<
zqV6o_99*YCzx}n;dy1Kl&tP-DWh{`Jj&KOzpofPHz$5rD)pafMksvmir(pNjw#zZ#
z4{(8X4j&HgaL@!BM9Ehu&)dqv;@+;jGSYu8t!Zw!is&yVT`M*x>^M4IIG?=toblhC
z+xu?cx`loADOJ&zfdIby!+*IQOP-!~M02j2y#Q8~-5@)AL9xWl%-A>tTtA~zWo2%7
zu-Am1lsdrpYJvbow^x(jNC~&|yq~;jiOaiGQR37)2DaXCE-f$|io)paldc&(>e^e-
zcf1d~xa<b%zY1l7me?+j9zCM8RJ%&2$G>eUD=RDh{{6WhhF;-yBD;3cbaZr}j0EEZ
zflC4ZkByC?t%qi23KEqajW4Xuh6HTeHZfhyqmmZ4INoA%Fex$7$jR~5t5;oXXkN_B
z%vg${hN2I|o_Vt=R}f$Yo2IYkk{tdgCvoB##mQ3VI-xkF506jpP1YkA`Qq2CxC^UR
z&dw6pGE@u^p+L6!7Zbd#dXuUcPe_<0&ByOQx@m-<VOS)(>wo_IXdh<``bB<W{^Rvi
zmw#_gk#(sDp&CAXReR5yyW2IWEG#S*h-$rmKO2C}p+krIN?lIYhF!PpJBS4aN@-g*
zDC07)Pr|aC31#wH;dPeD_B4Z~AVP>)+8C<vT13eaJa~}r_^H7C$LPc87I$VzT@vKy
zC*c6)J;o@Oc-5H7-ABn#Q=uamf+@#rle(bGM|2DgM&+w~mw#;v`rUSFVKjp8!mq%!
z^lj+>z_gD%-+`_eT3TLv@Zf>I6i#B))}8gU7c{auyjPVu=@rhtxx?_|ML?RjiILGJ
zz>UXGD<3ti?b@}=4_#vs!pvy%cDHYPsLu#Dn7h)E25#DYy7+~sdSi9wj?8JwSRTc2
zyx{VsOE_-8y6*075Nx8S-r8lt&qN&{?-V{-|L6CQ#V-f{a_Z-7?eFjJTEjQ<8vp&=
z3{*G^jDREYI-1?ryurUX=xS&WoO*ti-a2sUnDEY>Lc4d<yVWeQ1N>oqpsQoEh66=e
zmb-5PMTxw2tuetsCCce(1tmT*)Gn;2Dbw$>=z*&4?$Vz<4-iEPSk<N}nvHZN=e|Gf
z-m`CBPIo`{_!PLJCK#VyUe2+$Jljy}GI-<W%@9I}BETTgHgH^-d3iKM(?ZAgm@VlY
z>(J(FdUE3V0%{e39f)1LHhc3M<H7ZxTiJJ8Xm0+1V)f)?83Ve?-m&p<qvOXT(0xW9
zrnqtyAE2iM#vTQ#BKnx$a{oEz?b~Dcg8me>MV5ZFljblqG71KZB0g>XRT`jty{qG*
z=QjTQMlshpawO~f_!U`?y<FFIjvk%0Sx@K<O-nl!L9Lzes>{W8y7te66gYC@qhpT&
zB|V735Wd|NOn~bBWRIyRD_#!eQyZoFr@!(B_+-}8rwpK5=FjYDHkQk3efs9G*rWG5
z^`vKJk`am@B#2xFO0>h442_6|H+$P{08;p=$pDGVmwHa-wFhB^_)TReEhN?c*}Sy0
zL`_3eca3u|(fmj+@dL3I?K&SG^_#2sLVyJ4p>k%a7r!#4^aJDm{OmL^FL7jB+8fcJ
z23$2){X;*u+Y!e;g7wyT>hEf=T5`KhU2%0q$gB4DmbAZr&f(t)d{931FlBYOdVYSs
zsFaj88cJerTRFGlUY3-^0cTk>Ng)-L`#o3qz_TDWpl@bVK@7QkDght_tO_szn`Y{k
zmipxI`H}(K<4!jvYJDc(ByTz<D&XYR)7|ak_w_6N?2#0!cQ#gA$%9XLRgq!S{@Z5%
zqi%{yN;bch`!w_=g<6dXluF+Jr)VtSK?d+TOP}sz;2-u^uV=KQ;fWdD1MYP!sdw0C
zto(B|T2oLBjR>g8(8MGZ`xEPh>#RQCi4!MUU%#GS`Ev5)$;F<NZcB&zV!02H<(Uo$
zsCx_7mx~ne1Cwto6$II?uPzZg52dU3^sf6)aY3LJ0-;>#c08o6P6qVRyf4dsfd<@)
zESMCalJ@K~5Pf%gi4>zPeh1cY<CVPwWJR=_&z`>v=lJPKD8!~Lzf^njOpJ{cvUmM#
z#O}>ie=GD`Ad$ID{3@}8+k-at-o1Nw0XTTPa^~qwQuagRJVRq+GKf}<jhdpY(U;}s
z>}?jbF2#E(q~avwvCeWpGARa-6_+&~z#oN?<KSf_CEoTzOU6mhigo{mpPL2a9a@)X
zkKC#HAll+AJ3f_@)*QiiInrmQhd9*rM=gCrL)XT}?6Ch)!uTa6W6ujUNQ;6vE&L7;
zJNVAA#CW)DZNS`2f?a6;{zS*v0X)CFT)ufmn%1__h1Cn3WhiiE7#je>-M8nL$Vk`$
zkgW;f@WBJ&N8c&P8*DUoh$kFMfjaW-f}*A%bGfB!!J*hDJ0q)?Gte4G>o*gshOn@`
zxrGPadT7Ow>*_d{XYy-)jm4NhKYKK-N<Zc8S;#GfcDuN^NN|vZtR4tRD2I?*6smQ4
zlOffD&eQ(7DUt$^MdFu|V#JlfLxMfVzo_3C#{>BUKp5YrMVP3yic6k!IHVirjd&{v
zu*aZU9GR%{IRpT}#l<Bmz8l!l(f;+9A08WjE<(i<l9s;VXyF8E%)>LBm#Tl<y~47w
zsYyUun!s-%W{=N2DL0}Ja?QF1ygN2mHLnFRO+QWLdRJGMO5n!{&kVqQh}K}~_4Q#}
z6ptD4%|iTp<m7d!qw>!=Xkp`v3Q>ko!gr1e{&m}voV$9@SvG~GW|{0O4zk1|quWuD
zdIw4O*T5F*wKTNN@H5eyrYMQxqazHAgzee_Fkf}A;FY~PScZrL_Hgc#Cz}5L3KM2K
zkN7|*%;}`bFr<FoKlJ7H5$H9ot*xp66a?$KbB7Rh_nHk+M=+Neg*4gK?QK^IWmNf<
zeyWFybJGb^Q;H(<YuKQx#iL){o6zD4dWlC)Cj`wpY`?^PlG|e2HfI;G7j;f)0+$L3
z3a$#P^Ty>I2`=e(M(^SIn4lvJ6nRB&N2uNo4OP{bH%<xx;$>uHptfy#-@|;epx5N0
zxz%+>YU*@}La;jyI!cK4qO7ze9w&+KzXNhj#lX)Xgo$xvmytD1cmm}yrs`8=8`I>Q
zL2Z)x{N;MaU+FPfS}ev!m$KpT^z`)0C!Dmhn7_2AML?6+(xOD4)1EL9-(?SRWVP2}
zAAq~D`i;AHqpw^cMK+Du`Y=Gi(iAj`t5dyDmCAA+tsamLr3C-TV7D{j73FO6?4lp|
zw_-UhC>ub7;=Xm~I7lqFQYN61rRw)i_~BIJgC*-x=9$vQG?AfJ#_M$DL{NYK@qjJI
zP!!~`Yo>iK9Uq6s_Btkt;FV87Y0)78t5Z2^_J?msw&ERe*m|i7KIWChtK@1-UG(=^
z_d<x{jnf_;F)=ZLLI%4cJn;rSMX)NV!t$dU2R4_;By=)jJvP}v*#f|U1x8IvJN;Z_
zV0$YADe2TnCEfy)_|q(qLIm8S^y*!q!#ra+<K?yYZb}N6$;6yUClx6DuYk)1al3_u
zDX`tTD)w+)M^)$Sm`Ob@c&&UriSWk=drH>r<2A5Blll3fimh@(?&R0BgviLr7Xg|_
z!OF8P8<gf3JbkKVY015G8Q<p0#~B8uTc*4fhM*70U;ZP1`S--OH>rwc25D{%4lhB*
zuoXch?ir1Scvo0LB?{5a4zb7&Zy8s!vEjGh!wDHfJN3pAd$8)2!a`}NJ4W*dxEWs8
zcg`&3K7AUFwTFENWP;~K93>gSb7;PHIIQVI3DYW9k$L3Jn|mOrpuA)~dPFNCBBG<G
z_w86-9)Ka+c3J0_clSFjEDyT*D!R7B@(>`xW9owlkkWWbuXV$R>?1~2R@cGxpe_2i
z_dAwYSXTQnn>^Gbm;;(j(%{=SZ@Bj}=8*?8mt8=eAxuI76Ej2E9rZQNW5sjTTwPtM
zJlfvAJ*1~c2k`0v=DdmY=<(wWQ?VjA1{RYS!3&4{XYx7ro~5JRvIWxPz)btV?1g&=
zgLok-!NkCyzKML%e=^?;T^pNX-~Rn-!YqXMNW1}r?;pj(^Z_chp(EJzp>-rErXX^o
z;J(lhu3Ad+6`qVOetA#-T*OMM{<$)_(PiaNxc;_9eGBt0p4SdP>`k;V9(|emxZA<i
zRSQra0yCV&yy+dZVIhv{18h0^sr3gp7ULKKrz$~~8O4u3ZG>G@1aK1Ydm_oa$Zj)g
zA3elh_L$9h_xJA&3-aXf$!G23_v9(KNT18#iDBQZe&&n_v4#NmYdYt#MdN_9gI6ma
zJfHyLb?SLC#qU~CQNct_!K3hJl`MpRp{#bDzFlQaVq>+p)^2v7B(U<L+`fGy!1!3^
z^&y+LguB$4xE0sZJT?{ky5tX;01`bnbkrNV*+LdiB4|OIvCm&yp_1oD5HMd|G6@JG
zq+#^ut{ggtlTx>Igm0~o|N8W)sAhjZFODFz?tNX2!j9y)!{bzc@1A+y9~m1P4s{2Y
z40<(m#KFU+5S3kP*DnP88jT<@Tea(tRNs$vH${#Vx(+LlUdBkh&?)J-IGvY6sOYdh
z5_P*>Ry@;>wsOeKa7`AK@&K(DRDY)}bsdhbtgO_pO*<H*^7{4b_kDfTB%tm(TsmTL
zKvpvzhhQY_HK~^t4f5LrkQ|4-w2c7LTMd*toNS*D&Vm?g+u8~=$MVGFndHQZ+6twp
z-3Lh}usC=>p=a~)#X;CR4bZ8huTLC~kh6+9?4S%oo7JCFclMrRU<-gLV<XLhLI;V%
zzuSS8gnb2+@_uND?s0cCTuPvAG5=@yzzx3ol1V0vGQ;_8^s?wIuu~$2U9}G%KAa=?
z2AWJ70r2fQG7l-c&H(PGHt)8s=4grIqk6ww$jrvJxx|7#qG7Zuv^>N{`0pOq@=;2?
zJJOp7CI~sDfT1>JzY{w&Ol+4T&k0?e1wlo{?Jy*@P`J9u#@=UWl!Fcj%H}{!AgnQB
z>)_BjU!9qz|6s8N!kJMI7r>-riJ@2`;28-rg`b~13`k}c7WE?|<Ql!`=VJTehP|A<
zV8W&jJjhl!ny-8mn+Zf1kRVrh?(=8+*SjzNrneMJ6jV{+C6M9Mrw`XTE^SF`&l$R9
z{~}XwM+4UKbtsDCU3n%o1F^c<)2#GjNo^U%dAVuu*HPY}X1%vnu2qIUHnXp`=yc2S
zY`WI2Yvn$5P6ajLFd9dqcHaNG@WNc88LzR+L(%&y6Cr*B>_LOYu|p&RsG!RoJ$DH@
zQ|Q4zql^UMv-TSevp(qr8i-d8wa9NShp4CLSKBa3G<k?nPt3&8`=DfOPS%qZoIE&S
zTV#GqTu+$ANc~)ig>8uijF+nGdeus~*~(Vg1%#U{D(cX8Lh`{e5tb+zrm){bL1748
zStZEtT5PNqieA}nrw<=KC=6}AGvE5xrZIm@tI9c)()6AV9q`XMw->)Dw@F$8KNHR#
zso0169YhI$H5?w)EvkJ~*wtWsV+BF$;v2u)gDz0pO`&y0Kov*BWwy;{rU*vKeXX1D
z%3eoTSKZ!T`1yV5H&~JYf2a(&Zjf(G=WGmmhIDqq%u&x^;tN>Vw2zD4M~XCHITgXk
z*9-z`Q#Pm=6^M)8<>(W!f^Rv`Y+()okf;U*1||hd0L=f6^(OZ+s~qh<eyZsz%~l0v
zBj}xk5Xti5&-Wv5?klHMI^g8S02h%c)C}j^Hte4FyZ>EZ5!$(v3hr$E=T`}rmJWpQ
z=N3-fy2Xmd!8o%$rfotURuZHdKvk5Bm~Y>l|JlM_9IMnPy6(V_5NQNXJ@fW@apj#F
zmsm0O7>_ThzJdrAP^j_C%CciIVvEb+G%s|S82FrT!qVPKZ1~f0%33vLZl7LAhQ23Q
zkENy3H$LNt?O03=xcY<!IzH_CX?EeVnHf83I8k2C-M<*_A2d*W9?a?&_yD3L;g{#j
zfUJoI4(J1i>e4Y1yMx!4)B|3W3aJcG`+jmgRq6sq5VKN8pMf0#PV+`#Ks5MU?okV`
z3spRnp}~(D`cECndJuAXMYw|Tc|Tp*;P7LoJ-8rkw|8rx4}%v#f`XsU#LcajA2fXN
zODX||(Ka@bQ0mp7QW3%cHUayop!NNPQC3IA=RJUppylrFzVis9!zI;f%g6)V?;`zg
zq;Jt0swPq_BXH8D7VaC0Hi8rr$~M&UIR8`pOg7EeIN=b@uK1rsEqq$DY(cQcz88U)
z3evh@KSC*GgaHPrImo=HL5P}+z{`&wWwLkXfaS5~@-!8fO+wrRtU`I8X#SSpwg-R+
zg01h<xd5*ma=?j&1$USgk(!y-OV>_6?}yuhvkD}h<M~s^(a}+XS|2B#SUUteH#oSy
z?`A?mk=Gafe`YA@E)pcgrKK1AYr!x(FM$RNRfd)p*f7_W)N(qAz+MwKd-Br6KsgK`
zYi0U~0TYF!b#)|+8XPJm4Gm3$u_)oAT3W(>XADyh{`JeRAYWf=FKPfvLmdE%wjLWz
z%3G~NWQ<+=wJIfE@iS)__KC+o&dXEt^7?UQdH5u3Kf((GUIk2*Od8Cw$nvk@-6mzN
ziC{-rFuxGbDeJA?b>^-OR}dm%cx;wmkKIHlwJXzmA<`oC0g%uP;b!#~ue3Q%2XY*$
zSsnaXC8&dZGIHLO{tolcgio&BSRbgi+Fn#t1Yet{F}d{E;l&?6Li?S=k@L|MoJy>U
z)4N&#t_=`pYT8v8@RfTOSibQ_SX}Mz$?Xy+OP?H1E3(L!zxZ7kYw_9h=MlpR2_WWR
z8_28>TMK$Aebs?Ibi3`3aH*sbofZcL2`s}<{z>LvEN&PlD1(5h!YqdiCU+v-ar?Gb
zg(w^CW+C^`HwzWfPo=3tUjAr57zgumtnAZe4Kp*d0+pO@M~|^a8o*6~y?edPH`~f{
zGZ49#%1W-$(NP3QRL0lNEdc0;Kr7XJXTJv(Zt3xHUMmo3BH1C&4M$Tfxn?H<71+jv
z76pe5CJ<f9=}H!xMi*-20e*F+ZCpi!WCY<AG|>6(FOE)59w_m)WiP<ziNp#lUc&pt
z?;ta1DDMtursyxwN7F(E3M9;`B|_sf-}&>;`kirt(4DEn>UnEJ?GGj3-C!*V9XN2&
z{KUg7&PfTzJvc3ZZJLJ<(|rH_9m;U$_&LM{pj)6-K<DUjNsOp#9$zG+h3xEXrYKG1
zO)SzBSf#H?qPCifu^qD(mzC{t8ZrEjGw1FvgB|wBNMe^K+$i8aLRhaFhK~u5&Hd~G
zlnF-Tyj!|#2sS83OQ8cpxJOkqw6KWAlCkCNP#VCQU@97%Er$?AIFv%#u|LJOy`8;~
zm7Y!liGyg(!|tjQ!jBeu1+AV$Xot{nWt=4rhu7tll(0d9!Y2Gb88IEJOtK!avnlfN
zjKsu5oZKACD}Y?kRN>F!4@NvI&_^^}UwO!LKN>8<dNdWA_0UIECiFP(DHdQcP{h~N
z+;6cWb+C|z{Kl`tB&^$5U%NC>3Q>m8k*Pzz8YTyd${@*t6jPHOp+>>5jrenRuPGA+
z)G~&DF`b^Nzi`3v_~)+SG9mg!a#^p&%i@76hX;O`h!#3U7JOy(ue(b7e>~YVF$j?g
zL~SM~CmHDF2IB~(9L)+kQfDKLJ*S#sNFq(o%)kI;=H{kDU@qmYtTS(VtE`HBdK7U;
z%GaCh1SBOHaO7vsoPp`VDNApwEp)A%o(!gUTar}7EBku4+V!5tPkZr;+P@owU<2c2
z&*#gl%Ljbm7o#0;e?QQ19X%W=J!EaV9kZ{-1b~GxQK)TJE#4;l{cNvwIgSBk^Vre*
zZ_k=!YHv7|4ML{R=$%od7WpS)pkhB*Eu`=M)G)sI(plCw_hExw5dn`OPfVP9bJi<|
zTN>pVUOvgCHwBpsv~J|FkUoO)&BV*g@VsA1qG!BSb?f)}ffOBGEI3p^fYR3?rzv82
zwN{4DbD-hE%av2jHntrsb*Xuj;;<+AMp9A)=!pH<vkbqtR^e!2<^UT+1fDP0P^V4)
zFFu6tFh@{0VeZ4?`!5EiNOR(p;0Vla-6Kb^=sITZ)h?HCNtLnCQ<5Wvgu_GTkl^JB
zuSDy%U#nJs#?>;hHn!+DyljUBl6n={Fr(p0E6Hux3D`eGD3FKesEBsXg9lK5UOMap
zFJ(MGC%ns@P=3nqPvVU5C$$0Ua0F*DYYjOxx|WSY?M5K60qc%XrtTrAM0ip?HJROx
zi)-_>8UXM}6KG6_pFb6ue6QW1um?TtOguO@P9>@{WK&&k_+`Wgjn@euV$<58a;c52
zxZnAfv>c*5&z=$S5pY$&cpgnRVc`!6VF@7K!2ZWF9zfOx>_y)W>72TXY*bR)(s|pn
z&(sf}0u;lwfh(u{koE@S4i66xLI%Bf@xXIRZE~T%`up{;x5_7OpM2ldbrm@Q0jLwt
z&%Uh(0Ip<{zpfPuIB$nfP85sG<T5o2CwvUp3F$q?T7nd6FYWiJAw7r3<8DH+ky{5E
zZ?%7>l4#C_2%XCk(_j@P6h@Je-Me>}!-mG*{qyG!P9H8+Fe1U5`1byOsbOIyte^Az
zq`<_YU+T0}DPQ}9XC8MsR?UO!hr_z}$n#VjvJ=of@_JR+9h$oz7~4XdRP9S#2edOH
z4MTX4w)YTH?RE?^6>I9q(k{9%Ye6_Bh}OUt;D+?4a*FRA+ZG|$eItv0g^t}~L|F4>
zFnJeOilOK?vk_c+fEyXxdJ4#%jQvB}F(s3We(whcbZPFQn>jd$+S%Djpa1ZHdAEH{
zSn={eflL4F1vt4_$D=U4NdpS15fKqW5)w~N1v%|0C)DpVBh(>R>TJHsx*QUWe`zD_
zeJ7>PCOtE_-&q!}=b3nm-LgsxXITWd9tymF>XbvdLlc#OX(qUJ@7Tj`M;XK@3Cq3q
z&-X3RZ;YV!#p_T2#?CycDeUg)85?jaXd;X-gdDly>b@j?26&OMs=W11quP$+qHn$}
zgBlazY5`Wof#~}@`rViKa=)ys@!z;>*KkGS0-WAXc^g-lp_Jj;;B0}FQ`6J)#0$<k
z0h<yD5>C#;huj{SilH4qxFbPLzqMJEWyx9xiw|@g<O%j1vM)HVxlXxgzDm4t{_Y9T
zp2fvOb+gs6TcQ0zI|k6qbqSA%fXWk1yC+JIRY3CeR})*wFVJx`pu4DS{5m~dbM-0(
z+A=CFq?$*u2$gP5YHM1a9VE!{?vte?()~+w2kt3dWPy>`3^E@ckQ%t}Wx!zI8-l43
z%;w_7i^D1<rQ6CO`l=W7p8o#%l~uSNBjs#<Nnc+dGaJqMB6HE1ClwW(*iZygkU1T0
zVCkC0DVuT~2{A~nLPA31=xjJCSa0${8%mH9i6jk<pSO&Sl@+PyFxXaNQHlo+Bzx|?
zX+_cjhJpJ98mSugXQzmW4^!96mq>EbBHX;X{4($jkwgWzABS;V2XhI*<FJG4QwHT<
z?q9OmlRSb1vuA~<E%_CgPp3i2yNHhCTD_>HwA^<ZZBpINPS9(X;YPd%)ph|Q-O^Wm
zaW4ap0&E6~g43^bx14Lge+YoQAm!#N7j%G-5M)bwm`~?d47);$LhK5OK$9<0d-wi`
zcF7*!f?YU*{1D6lfTsWSsz+wIs2yqT^F5E?FV8Fo&wY<wR!!kw7QTmT4nbmWt&UER
zh<Jlr5&KJN{b#4V&onD<;7=n6`F}qBUFQQX_fxWt$hCNuV|xi|GmZ_y22`|UyEgKx
z%yN8-u(hb-l)h76m>md1u<NJ%i=rZC*d&C1fL7vvE%QMr0*u5J#&Sfh;aKjui`cnw
zo+cPG`Z6o+W+bE=y}8pj!P|vK-q_fPLX?4(2R1&P`}WI^y!1G69`Ir!#gus5dJ{?S
zo;>j$|2}!ZZ%^peVg}FTmP8Y7-bA)BFV`@9L#BHEtkBi!YNaQZ6)ezE&lgm>L$6|G
zWi@=-3RSbf=$1F(U;*w3C@b?of^AsdacEKjCj`|Ghe}4sd^$R<g{eOr;NKJV@PMU#
z3>SK!O4@w)-6|FY)W4ekQ95vd6HYA8M6|FXE$NDmusXqir(;u_x*hiu3yq2C3d-oM
z#6;j#`V@<2LiAcglt2YEw|Acmm;2~PE;sCL5;vZbl0t0j!wEZ#oSZ*qiUy+js{tv3
z;)EY#o@_&9hpqxKgz|l<>Or4r(;fXjk!V{$di>NOulGLhcOLoiJ5b+&Z}*$K`?mmj
zbhSfUkCxq0BVex#W={cG4t?0J{k}3!>2tSFDsRAWRZ~biL_{*GtGO*D%Z|_7r{jU+
zL;_(NgGJVW^v$&hUjN*dMbH)G3txipDjYh*5dIQK1OXX{dJHLoZ<0>$<1zwr9vHAd
zC=|Sl9oz7D@fm6E^KK;-mXa_N&=kco?lL5uX*l%QpzO=zK&6de<1h^C#S5xK*u>37
zV5|Isqe{?G!_%_PeOFdj{Rx*DY3A~^xvC<UL0KXqMQkwlg%Py?&~73kvBa5Y8jVeZ
zG>95Mll081z%ZMy+mK^3FLxIxvTLG6QeZ{?qx~LcqV5`*nN9lK>vj}bp8xbO;KLi&
za=cRn!vjS)A7cQzR~tqb`Y!~Ay|NcX|A;~&JQ?|aes6_gLxU)Gz*#WMcecOfzA`-S
z)@9wcZL8Vi?iu;A!K2vU>N%av;OK}ItMu0z=Lu`t32d@4v=%J7feROScN}&!?0!1v
zUqpnWk%}+i{pbp~o*-BjO^8DkCF&~iIqcw_Q>3-;L|!)%F|qPC7dcs37I46Z>AO?2
z`(<twQjgX8xN@vEB54;rG-UaCVq(c*6Z#kT0Z$6-GC~7hjOsc2d=zIDBu1rZq|1>Y
z`zX2xKa12zwz!sM;gZ9|P&YMY1zF-}kBRWNC?54zC_2~9i<aZ9d8>|W;Asmy62$*j
z#QbssH#tZq9Vsc~q_+RP`xKtJ%U2B5Wg+#e!SDQKnt>XcH=gp`;9@mg1c$b&q)2%i
z4h_wAwCU^2ei>G2*H@PbKYa|nz7dM4KdUUV&8UwilBFN1V+t&9X;$fOXjuLJ><Rcs
zaBv96f)E3cwWtvjdn^5C>d|A_{sS4cg4>`6pR1dq0rrLlBAKL^9=$)1O*VZuS0X?4
zowt*`gA+GWDL^Ms44AiVlY7Ez7$L6lms+}B-t#jxvbHh-pw`HEtSI!1FOEO~Bz6wF
zs4;9x9>Pz2!PN)Wonw&Jj2e%|{lr$t8NWbn=&KDn2zgc-(MP>Bl~m?ZBkB|CZSC!h
zs)PQI09RVZImePqkdq?v{P6D)Z78_7q}`{3?o0SR%SUAu_jAytW=e2YhBKF`;1hau
z9+k6&esf38?S5|&h1$rQ<h=x$Rq%1FwWL{RlSlnW>#KK`6;f2JGNCEVKwPj3fB_js
zf;R2YzZcp6{9N4Y<pXp)C<q{C5aLa>F{{w?g-TWd0R7g4{XQ;5Hm~Jo)vMRxbR(3#
zq&ot!7db4@JW`GIr-F5>!_s3tN6^@BOPz{^;8SrtJ|1B^f`AcHNO9?h<H5)u5eY?f
zN2E&kf8KBp;ZHYv9G{XB1E%=k;X^xQJ*XKO&smBe=YXV(hK%edloF8D3sr%whho3I
z+QCGPE~1b~J41Vl`s7+5>Xy00ZQgbw{I8y&igR36^POYBrf10i71lQ`5((8m-YF`_
zx;Q&)0_q~?Fuv7eYL@FBtVRUyf#Yu6zpwIn43TR0<!>iYy97l<HUk?Ux99D00OHSt
zD=e9`#jc10vWT@tClU&1>?ANn1iA@2tw<Tyq5=63kO|WaaOl9jalMR<jVWhtD5#e9
z3LK(TEnDvn5OJPe+07o4r{1Q__Jo0fAsikqu|g0*vSqf}!)^OcR|<Z*R3YT2fTix^
z$`-aba$+3;QszlLm-_lD1SXn1B2_?7;g)>^Rs5)r?2?v|NFZqSX^BEoQUle;qyY|!
zAztSybOZhMK^@RM(0C>m7GhEeMHV=u-f{MhM)RmUs1T;Im=Qbs`t_?o*%&S>=#&Ke
zktFte1!32(I&Zfx8@zPpfYzZy!EeuIm6rCL^Wt#9wI-jKnDB#}vIvE8nd26gjyv=h
z;T=0Z7;k;57~JVtLVQpx5$HFv59-h2{K7ROVEERZ`i+oblNlO>?ir~3rXVz4m|h40
zs%L=F&B^XNm2XCjP&lS+h4WBkPIq0a)0R8s?Zd{amT@yPmD_lTS%DG2izOASdM)**
zM=gjofC(EdBtW3Ibqowl|ERb|$x-%T8!n4$&61hY!b|dUn0+;|BEWNGWR*{@%!y0-
z8i}#e63JGSRE>d}l>f%Ikk<m}X@FPtl-fwhs}e7<B=!5*;4H)v<V~O}uXkQ4^?!ih
z<AL--Wk&+N)~h5{ehx$Gbyb2zxsR$-ttdcks;xZ;rks=}lkzrI?Bm+nnn_^44%98!
zhIzS7K<J1V0OC%UM@*|-XDwfD(a9++`BY#idKIc$T3Xuiq%2i_RXDRmO^nj4zxA++
zj?h&Rx4Y8*#iaX14Z#H>8iJ=fb2>M|gg4JEj5ZJ>NocnIdPmZ?db%8a+)XqEjRE&W
zhE_ulnBI7R!>hd~d9&<*Hw_YxlA&AupCCYRXPEX#o<>=(HJ;1r=u_jT2}yVLN1O(`
z0HhO50eR1yrL%+ZnIIw`w!ElhUABoHysh&d5FeG?S>Sxo6xbEu+{nYmLEU<gosCgF
zObmbx5j6Tl87-{x?obNVs=|1rK5!z$sNM~(3nQ=ryiMqv78YF3H+nDxT8Yws`6V$5
zL`dBZ!6;yvFJABxYE!Y4V8sqhrr??@2uGz-sHNi{U;z-LQm{7;j-~M`^D^R$i`WB(
zU_+5a)o2(Q=Y{QSYV!VPMo3UF^SDtlu4|???R}hgjE$T)!HIrN@Y94>xxY74P|&R{
zADZ2=DW=H|fRQkI@fndHL$L&3zr~i*;ebHR9#Jo+QyGmgsOB+?pmv~OmR#?NnNu9w
zCHOi<kkNokfKcD7)W+8@Y*5lMBQQw#VvC3uJ=czDb=Wrs9}&fSI-O0n8(Rnl{GL5~
zm>{5io%OsT>of}=6*ZN!qvtM63xvN=Y|wUqL2&V)0pJ1Vk(VBk;T|7v6ri3_XmW)`
zjfwb(Omh48XCT`KFW`S%6$~rDgkM{K4~q>NZ0G0>#^NY%-?29cy5w_S+|GDKtW?jU
z-ab+Z6%Hrlp<XIkijTYcr!YI_*Sfj_No~813zJ@lRQ<869ClUu`{&0mL`7kwF>!K6
z5ebCta;`u9-@*_hj9?<ZiE>K>*@t|3tw;*A+`pLyc|Nb61WsK_Z+IDbawlXLA_+Hi
zVbFz87;9pEs)kM9Hn;V1d<A(M2gD+RfLDDB2PSU7QWrpC6yX$e%<)A&?}2RGeWntT
zMZtJ#;22_bg_@dUkHC!h0}>?OM}Z$ELVS@HK>q*sGx>&w26Wlpnep)-zY(+fIuasG
zO-31-F?iuHx(<G5@U6Fz_S=2z3w$ik3I!Sn6)w-s^JVQ_tGSFf*KDTI)7|~<#n0_T
z7-`GR;-1$1^3R0GUJ=9-SrI-WeSu4N1E{=e{>64|8$STjsv!d(pZ$c@q4e{;22t(Z
zM_z6svKHV2FUOi<HWhEagAa?Vi7i<$^Auhg6g>iKX=yb_=AG2ti4bKoUNHtS&~L+4
zWi3VEGBDa;sJ`KU^W?4Wo3=I$G@po(__}E-Z6*prz(u$j;o-IF9zLrZa;Gsch6hAS
zuu_b(fZ(2Pj6C61Zn*$Mh8$Hi3at46dYFheLZ-@<rt_6Ek|<ITLD4*r_W|(&*CaVq
z8U65661!_InUsYtiHRB<B^+ErQjdutf4^+l2Nf7^^62+@G{_SD{%)B~S4^2BuiUDe
zI_LnqFTco&*Iu305}g>hL4R{<Q&ZC@a+viP{Hz+@_<u8fd^BQEVazRPZM%r;XB7a1
zWA^=nK3tGdVManAf>?j;u2W?#no}%fc*4*@L!9bpGDiWz#)IwTX2|YwbjQ}jmY!po
z;=^QLE>wBU4IKdGwLf!)er+-e)dN$A(9ehgKY4C+fvhLr;?KG;P<+p`&M?F@WJX0r
z@-*fAg(|Fms3H9>pQ<r-HHK{oUkQ5J6?kEuo_o&lSl&+(L1Tqb0dats=@n%a+_fu8
zSO090IRdTN#KD8JfDWPP5Q$a$xgp<MJuN8NCJ&0p8%GTD1R$3}L_8tFzq_v-LmWKj
zE2b~3!Ip2yJQSl)UFNrFM`!|8@3PBg+<;GrJyvWnTlhEj14e59A_X=MwW}FpBr!;a
z`SU=rGcq@iM6{Pd_Yyn0#;2gaJa7uJt7a~6TaleB8zg2PP>Su(om(+ivlWHbpPQc_
zW}F8tQ5$d{hJ0R0mN*a4{0SEdHC4pRvW+v4A|^Bk<WN{?5AEERiDYis?9ocyKpI4w
zmM34IeID_I<*?f#yL|olBIrV%Lo*Ds1{-Pq-Mg<_q!Eb}4{$QyDthED&hOGd;=@Mz
zrDMs3U$OBsZuWc4-DccS8*qde`Up--`@}YT-@b9Swi@IPmr6N&{gM(dD5cPj9cK+g
zL|gwH0PwT7xBn?>_JUph*(E=O1a=^>Ad$78Bc2a&0BcoEO$|xnLz<ctLJrmtMu9;z
zkzfL!A>tE=f@8FcNT*0jx;9eMcF?D_W2y;qT{DIa7Mr%68UYo-2plCk`C{McIDtKT
zSU|_VzuJI^0!5D~`!jBMlm8+O5KXJ?h7%g*_4iZ2=Q%yze7&#A*DY?Y6=osgW!J7<
zQ%fEU+p-NxH=^>z)~6o4U@6C{#lR4e?S|ySd*KvI+2HlcN(Ewi!Lfu$f&eiqV*z}n
zi)m7aEUB)ck+;7PuZYPiwG2bLizl9pQYXhPW3s~zY0~o9(m@glZyjo!N2GzO*vb|b
z7WDI-K=2?oR4rZmd1n2(hrymPtqLJbg<S@jXqiE<E(SAS2!Z(;N|52i;1dvuu=csI
zU}|nPCP;e?1dhcZl^Ba#IT!<xL_p#X2{4drLP9<A*i%@LiTcK!JCXPeG3I~l7%>oM
zR|Lgfre`5YU^vXa0yjCxo#%*XSRAN73!vWj{G36=3Ti+Ega`lO900@)hX=IAzEtD5
z`1F|U3)9M)>fkvn`&SP($*tzQ5S9sn4uHC2{!hgQ^*!JX;39Y$L}JahTeEA*8=8KI
z*lR@$r=x_?DaLpf6WTF0Gn5u^M&$B-KX`m0NM=__gDW5S3^6wK(Qlld2>U@e!t2yw
z*e2}KTtx&|nQa5HwZ}jG-H;=VWJK^1#_Ix3_84@@I?P2a&X#?$!$67hoPjV)owMx9
zuk?<O%E`BGb>)n6u`wN&hNO7aR7`|{SE+Bj4}%|q7{LR|EN*XemL(iw0aWjRXUdQZ
zzJ01qLuv>u(x7Y{pUVR}#u$7^?8}u`F9HFr2*oUNxXO2{b{ww=P;i95?m7@Y69zwp
zxfxmv4YGT2DgS3WiWq)+b9OH>t2D4_L_Z;+d6>FMknCl8^;J7&Xmpp94~EvMDt&Ji
z(!^j7{HiEixv}JP_oo(kERbA}PfZ;j^*V6iKqGP()EL%6`DH?y-=kpVyle_hXx+%t
znjVu&?;tJ!(jvVxE-T^7y^Zc+hnS8(-MdcAlaPol^i$y}JU=v?JBq%Nv$wC|l0mXZ
z9xw9E8@)7_-v8AhtSsD78u3Kakydx=S39W5_V3@1wMU-Tu8jmOmcDjz_T>MgK{S>}
z1D!*ZR@6KKc!EPmYLc2FL?w}bh7o@{d_ka``(Hx-ql<iyL9N@V%a5h7cOPZa44YvF
z4AbtWM@`(YSc(2%Z~yC?TUYmfnW1vK;hQ+@Uw~|(*l7jhaBtX5)yfJHg8@3l?4jLI
zxrfSdsob_~R13H#SY0xg|NIiz#t6duUuqot7*q_lApP%ZjtweQVvIpSCxi&lFq*Cz
z8(VAQ?ChLI5#ekg6tAP8r1`$TG`#(buc)71PTxwCGA9?8?u4xM;f?~0zkVtdz_CxP
zYq;QUSjGi?!>4ku7*bn2k(88#{IBhFS6*>|OyxAyxqVz7KffB`o)~mnY@I;O5j7)N
zFGQNt7%M|;j`#aT8E<+h+W0u;65$P_uq@IQIO#;}S16wM>xm?H4#&}}M!0_TP9q0;
z-@NKKxDBNTh2K={Sj2{RR;u_1&r8rp{v}2h74&mD2`v^tJ$v|QFVFxn0-d}!qGy_O
zc6T|LAR34O0yL-5-i<eTD5Me{4E|`|cRRhG<E>YobP;L@<f0?`g!5)ElKf3iYp((~
z!@yuqv6P?l^L_^@KUFP*o437ub+V0-h{`A}U5=)atQeChL*xB}k%1;`%Ic>VQDh0Z
zRz@cNg6{+Cf*i}Rq~n)!5Ii6j8m=;yhQR#C{0@g32?@lVMG$o*0`<(LYLn=n8lYe>
z86O&?&6P+BzAt64GBv#lVVxkf{x$c-MD>=7gfw~*bw!|*DNgv%W6YNi4|w?M8SaKp
z#o?7jX{zVXcF;`SFSf|HHen<Y)2(0;`176v^xK}wdt4fe+UZW@@KDyRTe`ctkQxwx
ztI+cs>yn_U82bvHWRy$RBl3gby6A~W8toN!6^0sysmyx{KD1~ScW`ru^jmvRe{Chk
zJ29?CjG@Q}uI@wkE&^t7*mqa5B?Wm09wDgLnBs-y4opJYI9G$wKwwX#5(LEi&z24D
zf-d6B!}ajP;k9VNq_V$@`|+0WbQJ!6YzFScIP*ho0d9Irqp=HESj5~gOqYkf9yn}3
zISx5j?pXtWBH3MA`!~INKqyq3P+a2UJI>R)7V_us#~eP+Gvnds$HHYl`p@hh3i`WF
zD7KiBi=7=T(~w{vhm14rS^dA0{1}mjUjkKN=rA2kh$?U;n(Z-K7wLkcWhZC#j2jlA
z+a-d9er%#Ty?#`bwSLNbS@Z!&0wA)6-62NV<JZcuQHjawnVx(NQ`1|$MMxQ&{uNg^
zk6UaYl!tOgInnG|Vi6A?Ix>>_K~9dzb!jS-k%5y=IRB8H?VgkfG>*E%07};g^M_GH
z3;}|hSY2+0P43xEu>7}5!KL#jf%PHA5a!CmhdV&R?&v+#ziu#<{&<90CGFr>GHtE6
z()kE&Do{-TeY3|UEh9IfDZ!)}*!?<VGMc%JxT^@Rj(OFE{9bGi2E-?bvzi|=4#5Rm
z7xR&>hTk<?mC7K+>9@$5ll4M2t+R-Ui#vyp`4Di`@lq#mg(Z<_oj8X?@y<A)&KZ6V
zKp;pLjt&^L#s*V-($wLTdNC&Y^N-)A)ay1wLx;EJ<0d14L7@E<YTk}&-UkS}t0Rml
zs|P+R8gJQ(907wDA-j(wO}=DdS{BGeGu-6co~jr@VE#IxRNzR$y1@cVPENL>rA=Lj
z3Hm>G-HDHnmzlP_0jOJ<F)+Ja`mO^iOHkP$J!VE0{nEQj6MbRXgN;12wvW97TXunk
znnFmj9H*EV-s21wXOF4F9XzPDip;-tI%UX>ZrGa&B*$s_YVJIL?1aQ^6(6;E@uV*=
zF2*dxA_$2H(r3?#UUmhc<oKohshz~VD!>?d0~XW@#wo=ku|_r_yS;^7B7J=aG-yEX
zEg}5U9%GsXYgrm2pc?>s5E-Jex9D{DiCQ5p0$b!iHKoSdAk3EhE5H8dzw7JkC|S7Q
zQJq~8q)H+?gU}bQJxG%-H~eqJxD}~|)R;gj39<E+Jy<FxF0uq!sA&7YJbg^NG+Z$O
zL1m|SBiz`ImK_N+|0PCeq#u@+vcrdj>`e@>qkaDulZtEkkU}e>e2lk(`*AldPGOYh
zhf#%jw=fnr=ql(91D)gpR7rl1596F6Re+VE>Z8Nwa?RfZyZhgG+QlDd3k*b|b7C(P
zQ^mt`xu@vs`hF-LiYkar>$`Vz-EZF~ks*dk#H_%LKoH_`=X&A$JIiLFgQJSE>`i~0
zFNE99Y~4x@O-c8Sf5H}|8VKD3?3TC9Enad5;x$m+fha*=VIqT3)qVPu#-jMWySJ7t
zt-S@ppa&T76Z0Z6)f5qb;z#S6%C>gYB@Vi9hNpS}B^MPTv?}JmN<>}?_iBM5NgC)`
z`Y$*JsT0AmvQJe+V&GwRU601T^a7@6P0S0;CcNZP3E*(6UZf=Mn}qZd;7Ytgns7nQ
zG8YkSCH!IBMuIQ~F9qDVJYTc2fMGm%`iPWm1>9^ZKHpj0eoFKz9LTnb@BUITn7;&M
zM}Lp-As^e=Gu<>hAM{rd^R$HsK^Ke@jyOw{17i#BU-T!vLTEo1JqE9CBqny}#Pn_>
zBW@dmOa+mD$0g-sFA=*0dX$cniM@%3+2ceOga$X^rY@IGWG{nOzqaCJVp6qA!CAK}
zGR!<e%X^~fApRT~shZ0=C#x>(Hp{ml?$=<0_^2Nkm91=w2f8si>AwH;E@ET>z6I6$
zQr_ccW|T<%BWMp&kAnZ249hWf`RES+vY>RQTHZ5zk}<qe89;J$bq#;(cxWN?FO{{u
zd0PAFQ|_`3@4v^nbqoy+?ey4-8Sgi58kJXuLbtnB7j@1f80zCZSW1sE0Rcem1>_QJ
zaX&On49+bJB<Xb^-KmHs8jIlGcED{yXDhkg&xQhsW+|KUcIJEZznl0_ACtE&mU+~4
z6tWNI&YPkA%`Jt0c9$oTc`$%JOz+^<^A%2RyPcfeUvM^zoLL^s1h;iSM+@wux{g&(
zAU9JnfH!PDOzs21@$cK`ZT{4^$Xo);2@l-`9a~s%_;6adN0&Nsmb|?BVc&dPz_X)K
zv6WVayg)CB+qNyw4Iepi_Bvvbg525vx4lo;j7TQn?jB2PQ)$KixE~Y1ASRQNdg-M0
z(1pm)$G_8P+TUv#iV59^ZJ*G1h~q}dZp8Q`9q!^0^k<w8T1f-O8S{4JBz3ABA}8Sv
zI<bK9MB}SpU7D$Rr;RpdBmMKWzaq$u-j2>(r|*h?UR0=jCT_O?ofkK!U?~^}`iEA@
z1YkI5spI<@{ph@}wn8fI>*7HM2?=*VTmPtkYV$j+Fwk`X;5#aT3i)5W_)(?z?c0}*
z+Jf7@K+l8)(*n;1H#?Gl(p0X9^aXKdU>?AJgcFMs3eICvaSOTuF-iJC!J@|Br_8lA
z=<nJmILvbk)`o_LX}ouv<M`&6R)7~^<Y4v`54$2iP4l%H0uf?)W4t8u$uS_|^PLa>
zwa@77$(co<RMR#0jrR>SoPD0xMRK#Mx(I6Tc>tg={_fp@zoFdW*DQ!JU_Y$uMR?49
zH79V>2h6>mM(DEmU4*yx@~zWyhG;aGFRK6>eCX_?s;>D+dk;5s!@>bQ#qGj|=P4h1
zW9AqR8gUyWh~S8(y?OJ-_CRm&7|b`w2e_)Z?*?{1anBZ%MU*hyTZrSrb?aC9<Z#0+
zBDT|8)xNq#`+;Rg*3Qt-(5j<l3%4^nOm=Q%3076jw(*ORyU{j*!N06`{@Y8&mg9o{
zkmu#){d4L(;IQL7N1*PzNQO?uN=Ql)b`WHwz|w;I6z^cnU}y)e*K6_(r&-|Z*5w1J
z#11Ylhmfu(_7AX!t<UM4tsq_{*N~nx&DTZ%0u&AMGTrtS@e@fMXP+C9$+5n-dUHi@
z?&02yREZBbcEs2!Yd*p@0$+kstJOU)__c6NssXt*Vm0B$64f7HqOBm<8js-Zj3xS@
zqUc;J$|-Uqa4m<wkab#R$|ZA4vd5h7cMI~Uuq47<@WkT?c#Rv4U|Tn%j3eI|&_q2r
z0a%W$H!}UWfDpzIUA?@%bR7D`l6i`IA^(pO3bML%k&~wwlEX*0wBCwdo?-{P#Y)7;
z;neqEs|lGMY!8}xOzg@mB_pg0_+)#pNO2^NEyH#aM06eWJhj&&`!D@Ub|-5s$ODS6
zgReFwztF%Kkiy8A^^@Et4?GWF8?A;9zv5(f5=OQY+B;#$BA5)fEEa?R1a!`lJyCKH
z?Txsp4<=Y3s$Ri$2_~n)5NsH)+ttv`$#ycVa+c2y#Y&-;5}8Nh9wIg8q&WzG3p%3D
ziA&D{qbX^UGi7k`tmmt0mL`ur`5mBwU8Hra`{w9q%z^+qZ9(mZ!u_C)iv@BgF*S%{
zj85`Fc3Ws2QB?+p<M9;S=MECp5|`k&Ejq!9aG#+QL_)0QO=zGZ|Cg~<4Qq_!JIIR!
zorX%mD6-V*82d+e1g|%O=)1nQf<!SVg6JAACJ)hazh{4FAop3NRdx>%*!V&uWu85|
zxmtk@iG%<Kv<N0gSlrb=KOBMNq!kdLbU$$U1az)3gq4C3Da5UskXrXZXwxuQSvlL`
zCp%6h%;MASaut@bxE;_-*Rr_WdtGxJK4Z%mZNP0de79R4F+OqP@Ugu)F_>h=P;SQy
zS7LTLSXKJ#h9_>_DPeIA)f$NitV574HVAzU_0int3H?o6JVqf6iys>0_V2m9BO^A{
znu5iD#s}5<(+vORWuR08$@V&E+=O4l;8NVmRZ4{5f$>8KoR7l8sI)+WO>(yV{`Hzm
zE0~ZV?l|RGG6un&=TYI$TbUgvTLTWm(^X0PG+Ts{jyG0Ek}<>Z=Xt&cW_Fpb^^rj8
z6L!<VRJ<?KHh$)~wxH%flHvO?`4;yf;M?s*jL1V{_vk)$yknJBbM74OfD+0w1^1Mo
z+;}}AI@#LRhRNC==XbyUnAtgnX%I-)+RDs~NiQSkko<t+#durNO2N5jXH{m62u5g7
z&ZDuT)e7v@dZL|OTnNSM|6=UD!+QSTzyDMy+DNpAN-Bklv}q6`skE0wOVQqYsVEiF
z6j^ESy%dR(_AVi5X=?uNPoL}iJ+9w%egC+Q<Nf{|@8dmu^m;v?kH>l5&-?v$UUtdY
zP>3Dmq98@{h)hh!f_=`L-mx=N6$3%=`>OE#`IT6xEl8mHa5<D2B%$@hvyP{g{lQt)
zbz|p2%9X}}ayPvGuE%<T=7N-cW0$xu$A2&xJURi*=(*9Q6QB5QWA3M1n3wWv@#xpb
zmV>Sd8%!YNKteP4@ZjJ_*T<1aDZy{503{V_6_H2F*KyM~|F}2ru&-eBd(Z{t+WY4<
z-!^I8J8>gzre!SkKxaMPag3UUeiY*E5VBVnWUPe^;%2_<#aH~T?_d1sC#Lqxb4i=O
z7sjKk+|;hynH{;#gWkQsgJkoz@|SY<<nt<c@@Y`&%GYfxWq$(4Ev$5~9*V&Ii~~oc
zMu{8x4=$;%Z6~hsKc1?*?bN>hUhFs_cX<p$3mQvIn|pX>Hm`RwZxX0QoQ(5K9!P?r
zvXK&uW!YBqg1#^(=Lp7EBly~9B;VpKfu0MUIPDr+T6=6%l)~%YmzWoveP(~r_XJW2
z&?&2iZ;2otdO<DLkMkD0$2>h@ZG&_Vac&1Ou54x9wk;YHKU!D}FxesQ;0uXT;|^;;
ziC|K`4RQo1Y{SUQJ=nv|5P}YZC{%N=e;&aX0<~+R<;9)k`L6{^@L@newGyZOK&_3x
z=Ah6C2<nSO$2R$}N7r^>W^N83)>Ci;2+c7GDuoxVuTOh5pz8STklhXy6t+vv*BQ9;
zZ3^Q%#2L~~+T-!`8;KA+d>DYnTDV$D9hzGX+(PRC{K2!-*8R-PxPL#8-<@a3S)M}t
z;MU6g4S2K(+HH$PNrV*UPPO1R*`aJEey>Er6s)N80rhi#-O(#yjE^f8UN*EO2xcs&
zl{(n2WN)$VWWE|1WpgNMw_}b3yFQWe%ejwmGv+&SS`&m99yiMV@W92}s(epJXpE2T
zpMB4lG<08?ZC3IvE@p-h|C^=5mMFV0w<c~ZOA4{^h;u3`$=2*VME>v1n>v*3u6nZb
z`Txp)0&jw_UeM+IcIRIKKW3}^Xji`Rx;|^EShj(TNZ<>RqmPtXdC@dGT{cHUz_JJ!
z13n&S$o>!}Xr8vJgj2%5fy?_QPoTfQH%IW6A5RxFySz6k0k2EBLZz~;N&4XK9WX^$
z?7EaAYNOVni*p%<1@vtAKB$xeiaap$Kw9ok&yQdZ3WC~!hg)1?0K+6ah!*<6);2b5
z$NmXbq>8Q+r1LRVClW5K6?n;h|Cr#XHAg$rc>DzEbTK_guuPDG;mdpVPJ2OMDet^I
z+mB|#iHVj356#pc^G2{5W6oj>fAUS!LQn+-Gv(D+VOHvACH#gHtp?u)5}!3*9<3$5
zpjvsDMhh7?RE+AvnC0n+Qk~6n**H_e4L~NOL3Aq#(-o*4kVM*eB~iBE-62vH$V?G-
z`}EH=8bfHnfET3_jt}RPu=4&;*=(}=+H(a-+x>ZxtclJeAu`r;XX|ul`=@p+zS4Mg
zVHAba$*T<C1{d+nym<ZksX)t8!>g&ttoyixF=>Zv+tYN1I@V47pO*8*Q3|aBE-&T#
zu(=0lzGlr%jG{kmL&TjigK#_7^Y%Y!c56#9$R>CTp5`kMc1dI;CZ|*|ZX;-Da2VjK
zU++=!+Irz>>ku3hDAWk9ijnx^mieh4Gupk0W@K8zTltQY=x!`(2Kj3RR@dWz8Xq6W
zp?C`J2G}u9Z*`e}COisLl>bLs=DQ@()wk55-kvh-C@f>~k!vyi`Wh1p08fB-5xSim
zPoMOoz+=_1&#r;hKxiL?FEki<f4&^S?McL(iHlDBb+g%#Vcf4M64^4QRD3yZVLpko
z3QwP@-0Ck?+2c5-VU~np>Mpx%;xFH|xCZuy*vj&NSTE1Wd+lB%y8LpDrwZlQ|2U$A
z0laM9&GTu(#_mCCcpi>bASZOWeg{p^sf<Ia&(sMU12iS5V;T<;;#+iGpI7XHWwcD@
zBi>lF>X8j?qn>WQ=SHSza_BA8GR(I5%5ixAYkyM@{DK7m<B|nuD*OV(=o7JZyJx?Z
z@`?a}bf0UMfC1=XryYVU_Qg*Me(iu^2yXI8t%ivKbw~oxxq28rpCNoLD1HcV1<#oR
ziU0ph*5No2Pvr#(GbHS<qR3Q}-)4I*$2rZa%^nw#-=FG*3j2InPdZXLCz1tFy+EJG
zY5>=&y(wCTe~Fz-A-DqYz#ydaVGt<Aua?QwCwun}>f><o-rO@d`Bros&mEyS5OdV8
zZWu3=3v{T`k>fK*F@a?D%UCge)>DQ7LSjPH1@Z#Pg1bX5E)J&t(r@k6JVKUIzM!<@
z{$bpJFac_uc{@c+5n)ZnTQIrAW_UEU-WpyM4F8BJNeL?ersz0`Ntw=f2$HZ6pR&xo
zj2gi0{`KUHmN}Gw|AONkee=AxPyoU;OJwaF9UbFnIq*EANpJDY-|kz-M8ROnS!&Gr
zCg9ofR1iCWSmH1A{V9FD;a)*B=D#yCK!@>MgdYNwiLcZjQ10dB?S@+!jR2-h4@e4-
zZKP8qftv@N2=Q3MKY~HvDvz`Dp22cl!H9kbG{;Mjkw6#mLoC*+J7+7<=Ry@5E0(C?
zFG+}_e}j|*UjRH=_|V|WK-YA!_$dN1HzjW#+mFNN<Z0Ta_C4L0s>Zj61~c1imwhl`
z#HAd)KU~(+2SnA(4(5YYW}+hmK`>lmKn}e)ZkyTBNLh8--MD~=ei<lk;<<-lA*ho_
z0lM0&P9_oz7_EB?h~yBubV7%~!Ct=Y)56vx1OUZ}xxd*wmzX5MLJrq-G?9%!|6STC
zias79W8NOGD*`c4;PS*z3LQKsk775&Vf{avx*tS4nEzMZSM@1b4qBmH!Ew6i`t<dy
zSH4^_H0P&1BZA{Py}4sJz76ZPF867o<Y-|#hYuDL9{d3_5Gn3oN;P6;e&mSj0V(_-
zc>B;r&it||(UY5)n6Lv^2dW@GJIE6-VxR>2JaO4Wt=`EJ$<&W04jtMF+}Z(go4#P+
zKlej?23L)F;m&81Y<`KdrZIv&g!2XTwV;VykD0CA!;junwGN7jd%j?)2_C-05Sljt
zi8H_B;iE?(7+7wHU)(e(8&fpGRG9l&CXAST<m(_Ax(%UtX-qCk`y22Hg&~5x4H+|W
zc#CI2+b|^*oI{7^-uKA-I~4pdb6gQ&W?{LDaSqDUyD!$h(CZ$5^u|LI-_gT|4{aLo
zvg77{5L;)BGZ$@$De%U5ipJt%V#DYSi+;U&Z6S2@ih)4{hRKi;+a5nv7MEDSbJ%_p
zA@*A0%Fh2x_}kUq8qylOa@B0u@71;vr>bP}S)7n2U{S5o{d*e~a?_H>|C=I#bI7A0
zS!J90@khJM5J~@E;0+Es4rpX>l>=q_eC+$tdtAlebRJ^P_9mfX2Qi-{UPyj6ZPn7E
z?)?+VYePaX`Wt;oJ7dt`s5SGj-ozoRuVe%z5%QJ$ADq2b$Vgxx3BGyR+MlMch^w5V
zVsrUM|HiPg!mz;!(5IacZQ+G6=&XeUEfNH%Uz~{tpPb_+V$<-xj$P@(_W~hU6!Nmp
zce%jJOV5tl7;>n(9N^<?6R?6y4WHjbAQdLpONprymJh(Gja&u#%LUgYOfG5xL<zvS
zv1%si6h)Dz%o^io-?2NQe>^u?35LWKEq$@%zsMG07(nDh(E>mtL<<mvL;4S!7M^FQ
zGWY|^5PrL8xA6wStB!HJJboI)DsT)0-FeGnre*zQ9eMX4j~{^p3T*N3&3@gkHbt13
zF|0kKA?V|!zAWQY+b2HgMwocvM8orMK&IN5=!H>yp6d(u=HT)V6|gz6O{jEqc0#Rv
zDDE_Xi~2sAg7}vMfM;N|ZTYhjU{HJy#NX8|Z(f9WN7x=<K7!^6$gfpW2_=!EgC0`C
z?nx$lkTG@sw7=A{mqpi%grGqgIh)$xTqG19T(xLH@cI#Q6$rEV-rXDH9b6H?P}gL3
zp~77R2!JonI=t)1GX?d<pg}|0hCo~A>zq8T6LANJ82+#l2kYo1<a$ClMG7RRH|XBt
ziBS9w@YP~g1A`gfW|??d#FsHn5xq&|=rQtoaLAQM#Gd8FBtd(EvDyyzpc^ZooXWcS
zbVu%0^`_3r;iTlpaRYZ_#@@@=K>#3FGP&73ODhZ+5Xf$T1#mUyCnk|35JGw@{8cSU
zBzWlLorJf`JFk56#N->$&EtShpmU%MIqi#E1H}VD?B)Ko?IYsv_~8k1KHgeH28jGH
zVWPmR+SAEX`gDCibGPb8vm?}J6*sHV3NMtH#X=g}Tp!#77PxG4W3{|Trknc7o9S^&
z*UQ<bc^E*h0Yj?w$aYDl`y-36z8Ha@Z*blW+!~a^y*f<A9m;W~S$NFI<y&|Y<$6!N
zdhwzPrsW%z_ji%Y3nfNdTCJa-r=g&z;$!!qifj-3zEnXz?0D*k8^h^c4aqsLc0evR
zj=X*8bvt+fitq#C0VL?3#GyJM<{^U1mAFG;dJ^$mb3P_6ZnC+t4y}>xt2l4m_Q-qk
zOnz5ey+rT;mJ2wa+Yt|YONGa3SxLm<&zE?j-<FT@)0l0r(4;q<<w>)&PZJrb3+JG4
zM>#L8bOyvbaCx4@lB-|}59tMs?W%jPTztS~G`e_(TE46Aw{kMWZwkdbq_=^WvRYo`
zHejnhOiG}33t%XjUdqqd*>{_}iz}sb<O3iD8g=H-QDDqI&L!!*v>jq0=7^{>wqp#2
z{8kN|AwVNan5}oI_+XBQNG5m5FL$@bsH^=~ZPT)@XlNMW=aW|ADg1niyysOG6k3+!
zx01C^1bHAMuwbzdTT*Jwj<lM~uRNw-3a^0dg$vWJS*-KUNn-UxXXn4;_G1ddpg4x|
zgnIA*qQz}7cOdnfh<NkQ&{YSqvDCfmr|N;|MHVS%IvfUp{XrZmp#je7lD^ZG`_9{L
zGGj^y#8c|K$Ia%r?o(i{gst+QaJ;@4xGSv@gj6C-0A3o=Xdy6iWBgw0<sz?D8X}y`
zb^nEym#uPiNrNcav&vPBnDN}F)B#8HUvd*P1DlG!=ETdri3tp%Z!eAVl9M?;tmeW(
z-G^+jhVS~=iBMF5=0PlqhF{{JNB|oE=ug502`kdrGKIS$2A+Sf5jaYN2E^KSfiTV6
zXH)ojX?oT<*l#;61H6-e{uWUBa^USE@+k@#nr%5AXqX|EVPG8wCteDAMI2al$k@0#
zNMY<k=z;{N*I6pjz<Llej8Qg4>_xfL6~z%3-Af+b`}jz~yPk_+YhqwShr*2bPlGXl
zhrO9*{@ymIWE?13&m3oo;Ec!N!-Y}i%iAM&B+DZTbuvz)_s{&4&}`0~r(+%2%R}Ld
zVhr0IpjX5b^>P&ERpj3CE|iK~Apb5N-&_PP`c82M0Oo{YxPR&pA74;UAjrNT&3-j5
z#c1jPLhJ-F89cHW0^2RLB!-_5-tE!BqU`MZIE<#-#6&gj9&fVle5+qXyyOut!NWv#
zA|x!0AtnS;;M|gInJsd6Y$e@deddRpZYNOS7c7fKk|%F0;?jo0^jv1tg;mpPK)!!>
zmouxz30bPncrF@~_g7FA?A){5smyMSydsn=0?}ygv8J>i#W(5};ur$rgWw_=*Z6NS
zyzOzmg;%!&o>GC7qC@z-U((c(98&0pZ2*5Tgw#zqv|qM<|CVTjD14K52pCp4s?OJ}
zyJAtwh3O1T1W&y@2GtZTtE$bu8|5y&1vt|^Jl2CLDE40(0h*E6kMg^(IJZ|6o=$uM
z1$_koY;l4a7%R4aq_W-*_+X1e>L^g5|A)bYfM<em*I^z9-qg~;m=sx3C%jNY-+|+F
z8uW_n$aLg3Yv0kAGk!*pR<#Op&CI8h(|13J<@;~}QUUrf(oV#z1%npCPuyAj%XW+&
zcPnzbVf9~Lp3`!}&$*pNPmzus`Z_dA>l0yS)ut#Cn`*_b+NyKVEw8Z=ZkJi-vJ&3+
z`(N-zzfWI%?nl4pVvgIA4ZhiS%iOcLdDGj@s8Sw8C%&?>a$(OG4@DrBP)=ktUr;@J
z7K{y5%YR*>wl?U|;gBSk{;GB*aYUm};@}sddvm$oxoThVYm=zi#f?qG`8Qc1mj0Sf
zx$BBKAW~x@UK{Qh^Wc$_%j{gb!AxeY%S}f?h!T;>R)#Z05}g`e9B$8A_uRqw9a}(z
zVt1h^jBA?29mv6veCqn*@P}ZALj6)l0=K>-sg$7!KW7_5kAa~f?Mscby0M;sA0okG
zk$VI#wUky13tBGD-e~-Q`Ga0T8x(pl9}l?Co&PEDdRD#u%&|}B$PRN+8G5dZA=lNF
z>2jAG>lvh>BFppdHUSC?w2`#VS%jYDaHFDHA~q@k(jmun-w0g`Oik|y`F<j!P=V_{
z2V9zJ(hC}e5|<6<P04!xyuf(t%`vTwAK(S%cIP>^F;b8N-I+(h|LD&7&b4Aao5&OQ
zVPH^tYS*P)62WAbtCO(|SKqCEhfWvP&aN&M-4k!n0QI~Pz+5|A>6EVP7FZ&2y~Cc9
zkw1hlCNwnk-%~%GewY;hK``OD1$PU03W-arg=%unQWP#l86lIzJ98{<_{0C`*%>J~
zy(A3z`2UjF-e~*4H;6h38okN%K)H6Y{Q&~~?2aimF^#i#t6&fx@}hr$SYyYh&uI&A
z_1ws1=v_Mdl<dg(V;VcolhV#7CDJ;t7p0TmWwJZzJi~!h01p1vNha6{VB~AJ?lwfK
z4)yAdU7v`z2-jtSx-r}m82ZPOe&I<wi5BO}buYg}a;!;0STzONa3bb|2+hpU`cmyP
z8~G+>S?|5OXu6xVE(<v*F%wkdDL70CG%08wKy39QJU$D;u)~Rs{|(JXgvS8Q<s$YV
zq1W4Dar=Y^e9^G{L-XGWTNH5!3o!ZB#nmVwWb|@DLb5;Fte&>yP10idm!IBnu+^Ki
zsyhU}5gWJe#eahALv6*SnPB=t%veo{LZ;J}08W+B8-Drv6%5UDO*%2Cg26+wwsfiU
z+9?9~L(AjdE0-^m;j@@qtC=E?ICol0AcjD&#q3?)Se@pU6xb0v__^kR8^cED$1SK&
zgCf}!FI<RF`yu||UcJLVWv;<Ix16z48ud%iEJ+r2Xj~YDS40%c08s8CccvbGWs57c
zq|ZP6YKL2XC9+UWghSz-bZpBJ@2FtoVVyVc1)arl?;p8+q9d`<(QT%=7h=vT#$Quh
zD!@R`dUz9VQmAHm#qb^_Uin`!Y9UhB;wt=O!WxEo0rHUWoBR~1fb<J(BqM2^O8Gpu
z0$bT0LE-H?50_>~n)U4Mw2sshPLJ|GjCDv0u4Qr@L@`Iqli=&Ylcp0u%_OzNgIE5_
z`!^e3Dzx^q-kUllsUJO1Aaq~l#r7l|0CW-%bs!ZIM&VvjGi4)5y{I}bOZqS4Q2?Um
z`ETwb_km9lp`cbx*_`r|U-q8gUFx^{IGiD5+i3{j+o40Rd$XqSOL&t!9{5XT6++=t
zXt=#*l&G7nZ?l}or$*#Nj^7$0+0%^F)P1UdBH?1mkeyfZZR@*Kz3HQC_m(Ja-=6u$
za`}<p{p;dUt|%`eDUZfCQ;ZH-K2ACciyHwKWD;8L&s$|{!}{H4YFf9E3hJz5Y58I~
zGe1F21a2%G`Sg|oS_V`f(1+1n!fWV~4@}3d?D6jFvz>bl<(jsiq$~LznUyH4)cx0<
zK!tM4C=UG@Dd8DltHV3xCRX8be-HyGf~yU(OuY&9*`2KFOgJNux!dD2VTr#Qd(Jbi
z#^9utM=LnHpiV56saf<`Z#iqzJ7({)?nxP-fMPAHfnqVm<aDsEjg2sT+&>)7;SR9g
z!>^)6!x|d{vp&8)A>V8eG$Hon_1`0q7X)?B8QqB8ceuvRoF}Smq18XmQm_(&>{nIh
zGKT@?d$wKWu$;LN32FX=f<DI6m&ga*xc7H#Qakl~NNmgm$=?0B5;Yk%5v8AmToq=Y
zEh(=Q-ON8d3BmU^l-<DgbfCA;)-cGVY%*-^J1!B>XUFWZ?98v(91Bq71!BGk*r&OD
zF%lWV^o{AH4U3gu-aBrnYA6AWe7Mm)3V*8z6m&e-Q2tb+*cB0`hP>z$v%273L~Fh~
zoI{Uiy=9+3Ola&y`;p4^x}O3wZ$K3QBLlH^or38*l3N%rx@I%H(#_$#!*t0$g<Mda
z*~??Yg>ZAo^zNM<)Lg<y5M&clB#<2rL}Mh0&iZFX|4w;zLEq_e%JaIi%IN6}EiaQj
z0#_;kY8w8x*&MP*5dIgcr{?ReEsRk>li=}r@ro7#8@zEI3=vIX6BXFs#2Pv=@c#x+
zBe7VGFF5>1_n%=t1OyS9DFxgk#5H+<HMyA>A`od)=w|*`y}TO-mzroMv-f{}A-Q+}
z$MGtU4Z+TX^Tr2ORJ27S4eVZZScmc=N^|m1?7xUngY1S+<@%&8E8CHh5n`VR{_QPz
zH}M8o^_T2{F_f%@*9J9j>`i`D$oPw#j#8w|lYyDR+@)hIc;m?L`V4Rx2ub4T^$Ufj
zjq${M-=l)q`iCM~H7f{;Ffn<mA>b5ni(5<ofPbGbo{qH7HB@Px=CJCQ&UzxCF!4jy
zv<=$?@IEQNq)qhpDR6j?%M$|7<%YI6b$twMC}M(AZcOYAc6XuX$>o*zSfe7aiCaRl
zFj$EieZQ>$IvUP!fD14_gMseB&h~$@=7SwmU`Rs(CYE-=$yseg(!!X*4@V5T;jFAI
zo6aI42MT?1xcEmRSR{x<?#gnSHn=%i3>Rx{_~HLSZY#dcx8QvR@gc&7Ny0CYtB_Jf
zgp&RlP|sbN$Cwqrk-QyG<T#Q$Voq<^tN4z;9ym&eP7zkye-wIrJ81)aPtPS>;6u&l
zxi+i3h8v^&*RuR~5u3pZR-)ktc0U}V2oa)!N|R79sfwy3#-=5~$?wf2*X5aEHfCko
zt+fVyuB8LK3?Z)l-^&j}+d_b$Wu!v=r3Pg6X9rqpVM)c7m4d#v_((A@AaiMmeA@9m
z@c1Pf#(3)Yd3JQ+sy?1SwlH~0?@)A?GCv1`n1!n?`a865dkI(CLE5ZB(!Kb+DsA0p
zy>!a=pZD6_krKH^U$8T#YrgXbv65$gya$#KxLP0>;eQdF!R&+xuc3TFH90srNQ5jP
zGh-s8Z*bXc{nVFV!vDL$DgyuV1)CRmRSNhdBnsQy3j6GL+7yq)3O6*=*IyDNs#rn<
z$M6SZvCH+|AUNZAT)3rl{Spadn4&JLilIHx>h=bPQDxYIY=`X@zEIZoK$u25WtCJ*
zL4qTwfyn8go**#lUkmhw<34}BWZT*QA1$rV_@GU#j80DBg!P@TQRGTCuJTar5m~)4
zQJM!k6?C@Y*U0zGE!ws$_lawV^`6zsRwN~Vs}~x)mwl_O%zgsA)n(-v$(mD&a6JJN
zg)djHaEo+#hS{H)T3T+)cT`=fuZ-3f_!Zbn_RP?gM`R(pPpqsW3@~7&LwhlX?VZ>_
zKvXw`;Jj@c%}--2w<L@z=p&dwi^pCCe`3cX#-LDrh~AD+eTYKy@6*Maj{XyThgPs9
zPUqC(mb*V4E)98EnmYB_ZHE&6BcE>T8Qa@T?~@ryxQ@7;-OX2TeH`!dBvK;=`cWhv
z)jVjnAXns3(2a+t9&(U>sqv*?+f~RO6K_jtPW-swx8Bn19ZY+@e8=O?4ax;(_UcQ$
z1rha;l*-HRw$r;0HXDWbI}fF7M|P%V;)MhnlPj;M$F*G#-2$B157V!WbU(D+%R-N+
zqr2}yfllwW2EmFO)+R!R>z#ZDQG}r8VxY*)&mXK=$U=f;k(}6#0_#jQsz+qgFI~Jy
zY}ta4xjg@_gV~rHavfeeh$eXjaw)58UjU}9J~>@RhHgih-6KycY22EIJE8q7R6Ga)
zofDR@DG;%O{8*_cOdTWU$iS(qkBD*9;97#L#bpCaEspQJ2X*SN+lgsF(H*cfP#jq&
zlud(&O(03OU-RY=-IhHq8(D=J+i|O|(8H;AqbDskZf)1gaLwwnQu%RC=^L|}oTSqZ
zgmD$d{umTrBi5^65crx;KY59?6XTC8ZHtvvt(kaPRy`LHnT`3&_@VAFrFTvcTrgs*
z7=cJ8Y7KB)s6&$-f}rkWCQT?|2-XuM0t8R+-jOjD6N6kN(lCwdwqjchxDynL8^8+Z
z37-6=zYeFa=SMA0*!0tbPlT~M4w+T=O|olvj-g4yne{tg^o8c@032J^<<>kUJns{4
z-+41822k_6c$*qEH^)<*FH%!quJJ`G{+2cL-(>IUVEyP4@WOCuTi)PQK!XXHvVhV|
zzXaD>aZq*Gj#`Xo;Cv{VY(|4afpvoT0TvE2ypbT~Ls8!!!OCGpbIf*g8z*faskfZE
zI)k_P>k{+`xV-|w=z^|CPy*g`c%q<(^v5WuP5AL3Zxf_N9O&yk244SRPoS9BoHR`%
zwi*xtVC+Z1rG-DB>=OH5==SdI9J{^}RjU#jpUE!V=unvW<_~@|Xh^EkR~NU|>huwa
z4ydDU9zCrS3s_3XNkIw@V&3T^2nper#Pfir9T!nvF%Oy)&AQXdrazWs<>orlE!-FN
zAF3s6AD;EDH|L&t)g8P(vsEQGokUoI%8lmf)ZxtPnO;#kY<mpJ4t5@<C*PQrq>~c1
zDH`W(9Q#9~sEsw5M3R#r3OC)H3a{$F({^6F#Eg<9?w9e#I*XZv-d42r1PY4S3j|FZ
z2eYW-?=Is5H{)=+6Y)7>gE2hMh<E|2c_T?ci|RCN2V-gAx9IelawnXeDk4J^vmVJF
zM32?3%w5G6FdR6Y!m@2LLHGSX8e1hrQ{)xXBGR9sb4Jap4W9+AYLm6LvMS^5-SbQX
znQh}1^b(M@v8VK<dCFlz|I2tBij}`AJgL_PaQ$A*HRnvvB1v7f^|xM?xYhBpwQN%L
z)>t*>5L<YT9;qIgqjT@1rdX@AOdeP~!LnCaVYS}NsLO4)PoV+X?APp>N`akGFGpKe
z+HEX6Wp{=ou}>APJFcw`ZoVV<^5FMtTzMvO=>eoX0`Esv$$Dzd)M+@S(ndi?j}()9
z>tY{5d?0LlASe){0u1yX9=o9)*;y?IXa#`Ea0{4ZS7ECaV_`;n@{~&p-6XMo@BenY
z!7K-p^h-T?BoPpXq$%G67&3;GMLwbKlLzsMVG9P=H%r^|wk3STl3gI?Le!Qfb_SLg
zEok&8;s8<CIh)z(Mm^3(k)|3I!Az1c_340W>=2Lz?{5E~t(6re+h8vv(G6gDT)0Uc
z_k61m`;_<8>LA^%es`7YYNWb?r|Y7Zs-KC;t@i}odil6@Z7CBa6W6V=e7cA;azASe
ztHo^vbYwQ@iO7P$p+m$*N&=KiCL>!;UxfK7aX?Kpd{)fw4OQ-xp^4U1w)7@Xz*rG=
z6+!C3(zI&WflHf@&d2;iEueKmfsyp~a*)5j96v+KudX<m-sckj3YU_eX3l|p2MOrc
z50r1DB=D0f_AkFzXzovlhe^SaqTtuTploSuBa5|+tsTCoY3$TQMsU6XiU&Vfh_-z_
zK#{8LiV>s(m}rsnbXXn3YNLPFHo>bSw>vMP@qiNs;F+IolMLiO#LbOgV9~|oI6Nn%
zPKR+rE2-YB(|76*m}#VN|IqG}#MCR#&yp|jVsK@5q9!Ye_avWuRSwQvwe7ksv3Dk|
zT9Rj<O>(>uuR0}nTxP3Jq3~8&9h#ak-?^$YW%lji%kzVqfq%XnfHLuyhpO+tBZaKw
zZvlS8vT7m1s-6kI^?>gnXTr%nJrMhV2|)`@Hn22yuk$x788>L{u#18SUP0T3-XXbG
zz5<5fe|hVsMM*wPI@VeoTPZ8DU+sxXTaEr$I(GnV-sd0ir1$@zEkGNJ$sUSVnZW|I
z5*R?%Gn<Jp@mofJ`(w$46dXYs+wQ}DGcaS!5!oJ;1FrcW@Tp!YY3u|W61lyW9DU%T
z!j@aE4&jX_COpn#?OG|4PBdi?Z!PP`Y<++CT-H|i8Pgj2xx(}zjY7G(smkG3ZE~v%
zY(G6EDK-z>9;&q9b-r&LyuNx{Bt|23tXa+I(5us<e+xMuNpH<z-fLXH(A0W5%TD37
zZ+^*scOMe3tEG(4-@ki*ABfqih4^@7`MNkG7IhJe0kA^)IP>G77nkLai|^YTsyYLU
z*$}b8r*$8TJF-v2vO_`@h4cXD?Uu-fx#Ic`Hq;%kNITHZ#5m#Sj&*H3py>N{ikvq(
zB-R(C?f3$dhVp}P?S?9^TY77|&}^Ux5P4H)-L>t(y$S1qjf;0O3hBw^dka8GyCT`p
ziI1Zg9SY{Z%hHEwiF{1%h479@Pr3f5naK;U`)|GKO?>6@$LMtV+VRwZZW7NNQvdpG
z>yfLMmb%O>D*Ja9R+EoE<f+@3Q*4~lp&=1rKS|xx#Lg8z8mZ5?2ZY{TDUtn@7m{TQ
z$`*j>uJ+D&u_(_Ad+ze`Xrw3_htF0XgjqxG!UdXd#>OJ-2famvwg_%vFU-(8<K}Cx
zRtC!-eEwL}R)^8Co1jLiX#)+!4?@C3T9m*d5xYixISBYEf^VY$uD>HTXu|Hgn~`zF
z{gc^y!4hAhFSv5=A<a)4^0N&toYQ=#_GujH<Khj<C<1H=F_pFnrV_3L8JdT1B?`3@
z%ZG(Ddx`CMfGoAY*5U@44twwd)C$#j15|k!fWlz(Z}2-GFYYt3ShcLnwm-3tbYWuC
zckCP`MdWt9N3s}lP_%k^(fEGcO-FNG_uIG8%+!TB{acpQ6pe|2U6BTXgCkd$E8}h6
zJ@RckzSzjiv^XYzOnBe@%(nrXIWD(~^qArvg}~BC{gVmWEY<-7`9#nx2|PoFCuwjl
zZ}Rg3Mwqj=hBXJ;{P0{hOxQ|yx-g~3Z_8EPTmM6D@yFPh@z{qL0-It7b3Bn00)$(R
z;FG8&(IEW<rW=7|z}|&)>j6AWIRig+7C7p|-<l`D?5LTN%x#tQ357vHJZuq2jI6p3
zk{Ne}>caaIq>}m;<wl;M5!Q0+tc?)!%*M}Bb5sZ*gg(B4(rbB?eUpNbSlQ-}ZG+e3
z)KZ}(poUK9kRfyvBBv?q#)#=~L6pF;@^#y<nI5bw{Xs+G53BA6(`_v42mc+)r2G7s
zqNq=VZJBk!%Z0UhbA|0KuaNpi7R$~!!FLgt8-}vGlGok${z~d0o#;N&Xj8J|ex}qm
z`I{_|lB-N|XW^w^oH&koH<WVN_h5Oy1=nSb`wV%}5ig1;6FUyR?M@jwTb(H$&V7<Q
z#z{^6>YeAbZE{|w(8K>DSh<GE*$>y1QGba8v6I2TeOB?@<71TY)c8S1sy6{vs|s!c
z#nM$34mz;IdIUM}_JR%+w$M?*k)6poeel#Z;{~Tu>1POBJx|3A+wnce;~G9td?f&p
zl&qKk<0d@6wk1Y5j;DLWpC(KMfMdly*C=|HNm2(r_E#_UQ?;hu>7t~qSe-gKqo{y3
z9>3NII4aX^1#rp``@<)DzGJ@FD_~aCUxf90!>#+0duI>*V(Y#8+{=CEYW@DKWhwsw
zubn2F3tVe)AGb-dJ&a6Ls=ch6^`ay6vgDpVCt=0;!6Y(?voua&Y|Yail<kIte!8~4
zYcE&n{-nnksn&PR%(wj~;rM$&6w?p_Y6;*3vD<^#ok?7}2x1DIbBk2C$FSWdn2OzN
z<=|Vx0;;!+tQ6@xtz-|1OU>O0k}9iCF3jKBdwXqpmS%K|5l(4hTK}KuR{+Q!NM~Q@
zCv~UpCi!Zf+iIeJzx<2R<JDU)gx+k(X$s8p>Or-G6E@-18r6YX^*)%%kbWr-jmOTQ
zC}j_7{f<31=vQ3n`^N8>AlrSsvnTdxE#-{golj=|()K4!Ha1wkO-%c3UdgSZq*lN)
zVs3uT2Nf%LzQpV!vUgh5wHmB@a#(Yw9e;bD=Jy?2%Dq@VBeOrLcSqZ>I~^M-N;SW(
zNJFJ6p)djtb|&QDvUC4!jkEG!4@Gj`Y>GBIQ-6z}Ib~pN%j1C!iDl8@VAoMf;sOe5
z4{iMU)4)kuJI{h1BFJo4PrfsjCA<(TBB~<nPYW84<EB&lM55Z*@OiU4pz9}7m#~Jy
zJti_|3LW3Dvew=n-$~9+y<S4kz*3GOdaS5Ka0lxCFhLElp4%>$&zlN`mu4@!oUOb`
zNxe1ycQA`!H1~#FoHSipNu_G{8jH2$<h(mCx<F40IXyBrM0w<)zpxV@YihCU!cCmL
zDcW6s--p(Z$sOmV_c;{D^(&l@?(aKE@_`Dfn)%aAA9;x_k4APUV7kM^+cljpbA!>j
zf^dm~V`^!wsHC**N&d~ewF$Sc(tnQR8BY4VKC`p?OL5U;c;!gibH?Tjp{zt9zh8fs
zl0DZAZ;9QYUmeJ$aQSZR-4L*#cVd5{Cv#8c60D5H!OIgjXGXc~mS>E!x_{f~JCMvY
zaz`3rCvVqAf9J&lapT&fpN%l$eo&=<yIBky*Qn1`viX@Q@m852?@o{<J8INtc9|N9
z?4O19ur$s>C5FfZ&MVm5SW~%>J^>brFbE*6*;e3{qaRM_b%9Ohxi@aJf5DY<!H(>w
zol8#lZ??ktsHmD?T{VJ6f8ap<>sxSh>ip4zG>sXM(1?;&)F_Tud@~oFhM3MNtJSur
zO)i?(?A+<QdFARoS(n4a^QX|+w`KhIdk!8hA^;q^d>kz@Om4*b9Wvn=7O*xjw4!5^
zz*b$_h$iY<+lH2zZ}B3wtNSk(c^+pZ;g|8;Dj&H{KV)Zg=%ugg+;$81S&yt{^E%IE
zQr{`t30ZSVJ?|C10q<u+q~9i{6kDVvNENnBm2b+RXhM$DsjCto2?z*T7@e{Vl<&=9
zX7tGnuKQf-2z4QZp$I>M2_S@7EFXfLKXf_%i1b!%CoMSbKMAfTpVm*gpQ_gKQCJ>v
zQ)=JT;h3|fd6EGNoW%AEDF2v_4zgEy4bS}rJGG$kObHkBd*8Y{A-yU)1@?uEhzrj3
zso2dCI}<bn7XDU@Q}MQr-$9yYaolms(98718eGW6GA=aVM+30_B-(fWG{xmn&U0bg
zC8W~YYDsnZz2U&9i~d4?n(kJ|u^QI`s@S9TEgJ2^MEV2?Ey4&1`tcAzN&D|HJ0pV9
z1pqMahAem{%oO>OQ`2^*54e(fhM6lomfq^Q=}!4QOw7V_o%{H!n<*|6yJk$d=(60m
zn8><P_OLHj7aiKWl62dsZ}X&?gpk75*On>k8(@_FIK{Zze<Dt(mN+Wl4`^U>qk?Uk
zAcW71X&I)B84lLkzPGyNcdh85AqHnyaS;i10kn8;l9{Q347#-XS_2(wbOB7w=2-{0
zu!tz#{&YpMhjlfWtt88a*40z{qyKAD3a)FlvFvgf>Jo0!M-he)7*Yt@3feo1Gn|~A
z?|wV3dPjBi^4S$OjM@K{N*4y+6G0(A1`P$}V!@I(HHm#q`2F=WDzNW>30YBjwPH+4
zf5O^KgpxHj{xnxL!h&~+&kbTr1BS$xu3n{V3b~!NruDmvfu7uy0bfCoh!|Vh&w@|g
zJQx+aEAlLds*vl+vV#ZxHZ|;_$PKQFzHBnU>{Qm)s#d0{H?XKvtCD+)*yBWO{C#%q
z+48TZ%psfhQ-z~iKPxt=qxS6@Dzw<Pd()XMR&vi{!*#wV4g$w)S4s6;C`e;JEB_8U
zELXm6*|jsYb!9rqczKM1)K+)Lc;7*b^<`yZ^DaD1gtL{{F@lCHRlYqq9DDx?2V8f)
zD_7=J2@ATjap$4^1vw77kuT3~3b0d=3}E5GP+(Bi3mc!)f`Q!@+ls6WXD~ZqL_f_o
zGnm2W`bvm6k%>qOkXYMD2>&PMg3bhm2~%TYA&nxM6q)5AvYYY5&K2w;IdzK6yFfBM
zt?K;aV<EAlFl2#`VxW55<tc1mFJIos>V9+V<J+SODHPYPJ%imNjnu^b;M$~+pk!V6
zTMG3^*p~Egr5}m?cd(ek$6?UWa-+DlRZb(bvyI^#X<qXQ0Nmwzbvn;W^q*dzYP`=)
zoO5`pjimLdEUUMAb5t?x;J{bJk$?U-zL%_`&DB)9H6A8ezMV=ma#9|9zwHsjfg1oD
zB!bt3tmxhBt07oTgp)B-&s9_VPT=2(#Q)cUW7|c&^!#HFJ67ALk>EunD*g&C22ZVP
zoGTgWL!$8Xj;vZQ9FpzY((hEsIkfVZqI}8xg}4`mR>F?+x|JldocraS3}`Vt6_gzt
z+SoqT07vH5hK1Wze_d$}T*t2Y2l$(y09aoCcIG&9Jcs^qvgdu`PQN1uH@$HYUR0~l
z-P~a7;^O?MY1tds+rGGwSng&A*Gf;=p(PF7nLoh|IDVucxufdYF0;9I8_SAJVJ2rf
z=_n}noybF9bY8*^zf)LYVc;^h2miQ@!Q<m_UdFg2ON3`}A(+s{xmQJnr?#p1S4{VI
zvE^p$`*C<Z7>WTryB9fUq(fSUYlCJnp+K6H1QN<JZs&tx@z^s;jzVEK2Biet94+1&
z+MNE_z2rSne;`6!)hoF}30IFZP$gvp%)Q%Vmeud|@`X4#38UV-1;k$0<f3uw8B^_!
zSSo~xaeny2-Rbn#4Zj*Obw@!YW4l-kS}~Yh)ju5ARaI3X!npmmZ_$G8O2}0PodSXa
z0yPB2-goo*bXjfhn@{2!ZCM9U=sG$+8RPk6zm4;5PLr^kt&YXPyk|o0ayzf>KI;=p
zdX3SddrMASF3ZX6UDM@-2Xs4P2c~JSh9-3V`4ZoCZ?(iX+x^Y}_jr5p=iI3uEu8a8
zWE5SEpUy{c9iUNk<@%6EzB{B<Z;IJ(pU>v6?F}9uS^LFPn-0qx>QS2SY)ossM+D5U
zFm3aAqvLUc+&90lFl&5<%|P{g>XSrr^@ERn8A>)5>6z{pIJof7y#G|^=D@2?dq7C7
zJg_*0mG0h(>!{PzS*g9B(#B`w=#NQe>C84he5Yo+yf63Ml+;?2Ay?zIW&N!EmpyiR
zocPOef2OTTcvLpYos`1)Q&Py3_6gsC#?S1|-h7G9zUbVt9eTwLRwfLybv_m>o#FD?
z$PCjEU~OGD1$^SA2GZKtW&oeYr%xA1NJ&YtN(Bo0@bq*fC~E$7fqViluRvhOc2s;R
zeCyVNJyEq-RFm2{(a<hhHL!BiZbfL>H8eiI=c%>1;d^El$veRqN3^!Jp*^@`=1CJ2
z&Mc7wTOC-NpJ5GkXDGg+shNXy$2KM7yl>0?oQ0l?Y$>ED+Fnh<xQ4TzSdwLj3F#~*
zVOT8x8BMRm&#EJIi#j@nhK6x*u2f$iviwR!2IZOhd(fa1DJ$>piH_*QSZ!)*3Zglc
zTPmVB#&{c^V5$HE8^U*Z{pzv(S<lnAA43vAA-HW;Oo?r=_<!eXmk4LX_=GSFz!kPD
z<HB}^Dgp0v?<Q=^KJ{*QQlAn!b)O|n!{yJ7k2gh955HA#N+Z`dpl7_28BXq<TqQ?j
zVqsU=kpGMfKXL?5Flc?kt-Q0^MDf>TNaq)-ve-}c(lR?NZP~58JocJi6;e4Mo-%gz
z<?>ryUoJ79*vhq?m+?2{ex=ko)$aJ#7WLElJ9U|~l*?qhmdkkQ=Yv)+6iXdsNv0@U
zoz2qPR`qE#6B2(ms$j|sTtQKTvhk$_qw#T57fnX^holM3>ZIe;w`Y3|rP$8JolV)?
zJbL8Fg<qx);6b<c_BI`e)ANN37L-eQgT%x{JfpyHe861_{|3#UiOEUDml_Ov_7Hn2
zANF;=Z3#WbL}fKl_6QmH=#rjN-@f1RQ_dsZ>Ct_^4=9_Sa8}`oif)_?J@mG!xjCFj
z`g>a^p)srNM5!hH`%ly1^vujiT!9~EyD-*&1eO=^F9nrXfT+{d)HG(mg#{w<@yt5{
zOuF2_)QcegF?#o!XPs=cya~EFpkBz+J?XdtH^1_dp%(0|Fl6i7P?M$}h(4EBhAnHc
zc+w<2wO+UX`xfEcY^ma)sa!Q&adndysFoII7@OzWePfniedNB23&)kB(GwD^pNq#S
zWJ^g9v#GqIb?*8#X(9<syEgKpsOcNPB9Cch*XR(%f|U{|(cJEjYF;asiEUu664TF?
zR;3$Hk<IFeM-J(FhDvoM4K%xrZ_F^yHwd)sjpf|=r|>{>pMw~ytyiE-CPllK1gG6#
z#PrHFz5C@6=tCAOS1B1D?H-)dOnLvlR=d|f`#F8)v)kD(#E!8DDRbQ?NDaFByVPyf
z(qs&N13ruaAhK61-S#xT%=biNy}nTpg701fXHH=2g+UIm>dNv#l=RPsLz!7%CPeog
zg<u8~4aCcBS9{EJAH97mj7G6L-*PWpzqk)}?ce`vUdAbgA_qSpI8vy&FGZ>T)=#LX
zqh{RoRz(22y4-QtO0CV*BD|1@jealy63R;PNa&$J4_QzzCM*(68-SruKG(zaa>%ue
zsk!X_`u2D4z0WAyAU1%E%t;3_tO346p_17N_>0~^Xr0Be(C6o1q0xJFW&FpF2C#co
zbaj~_L#LGHMgt5RMqr<>SnqnbV!mw7M`Clym_MCQa>Vh7p>3aOja?*V!*tmd?PEIg
z0oN=dAEcht`$&XRyo@+xOTX{OPfOC3WlV<WXOl$Ns(xckYtwe;uT7hG(xUsP-?*Hv
zoS{(4h={np8St!}x!tQG|3I?fBh_Ww>9p&sTk=lczCSHw)|~G&)9_ig&aI!}*x+Q!
zj|o<la;X{Z6YTwqdMoxc+zSiuZdaeXqug|3;wMLothaE?4jzt6MQtFqWM&>lP4uwY
ze5!o9qMDJ#yZwWjm+Ofj+8?*!3Cwnw(3~n?GH8e^Eh}@^UTO`&c-%iQkO4t%&<meG
z55!gp%$X4t{&a7t^mY4sbW{|4de5IdQ+$x>fPuJOL;r=nW=FdHqtEvA^Z>p?s1QUQ
zAcdon@a5>aP3B|I8TEw2zE}K%SLrKRVF7qhQq%g8nV#M*urKfw7RLn}3YHrjK3nz0
zhCWm@6KdcyuQ;6y$Kuz!B6R(+;FjoZBkrDzeqRS-jT-?t?1}IBX?-KzDf&FkS+@P(
zvVK3fLD}fHHmh@FZ{~s9^lvn&VitZzJjk*bXBhC9u-1)D((q0H;s<U*DB&-mxi$;8
zwf*}8aTg8y<+QGl=}&uv*qaOZ#61aU_<c-Lc7tYek!*hQeY$NYXW!^kijuJ-!olZ;
z5x!(upSev^rYTs}m+|hRc7#o@{I?XJ<Xa7WEurE|{5GP)6ud|Eh1PF;XQ1>Q7;?_=
zk(d7l5JJ7l37;VzJmy5?IOkduBa9+j5&zg$9)#*h22N>H&*}dD{xj##AHabFcQ&>w
zet?z}5*li6m1UBbaldH{|M}%hmpJzqkKZY=yM8{AhU)7TmdyGavUK{ls<#r<a1vP9
z;=sQA12=2r$utp`x|}|x%ObLm8m+(d8$UfDA*!NsF6`o)1xSXiUo`?BcjAO3?q;OU
zbitmfx&2uhb|R{d2%BT2_T%o8vd3hWsi>D^6&sk@pLRbAD=y!uXfOCuRyuMfOQc8m
zGw;mG&e?}CfgNVw*f*EAPqCd<-ccD8v>o>sh2|lw_!Hi!@cbDW+cvutX;HL!P=twc
z{qF+#<{u@V#Itwv&(Bw^pXh$y*41MWH0^Rop6+LFLeQ|q*2FM#&YjdXeFNde6<cda
ztItQg%%;ArERkd6r7Lxw&MJGyDyKf3c9sRbWI_ZMi5D+btbzvf1ga*nI|J8d^mfmU
zWNW{iq~EJv9bY>x{5*<kLQp%)8{tiLZEY1$d^KNR`RZwft}KF_N$b=(d7w4#t0=`t
zeWOB{2Lb>jTA81-Kp*0q3i24JN_9W^WY26bXY3g7eU;}A#>5Z47lM^^oJsVIg}_z+
z#j0#=#$gLn7wq%oz|UW>+blN#y-$<*`NjFx!X=S}&9w*5gOZ*OC-Q~#Ybn|3?vl))
znU2{>=`kZ|vbm_M;N>YT)BQ+g%>&^kqmJL**v*5t?*?X?rKQZ(CYMiKQn_Za#GW$Q
z?bW)_xio7ao|I+S|M8FNVUS<4H=CEn|C%tf<+jb}#8Wa*_Vk%*_efe_eZ;oIVq#nL
zzBP|(tLiT)IS1Yvg?Vurai1i49izK4dhh7<k3)yO{_c#^cie|4Ie(J-%0b5HN1cPt
zWVWRy5guf8<T7}xDZLosvqfpth8r7{LVf`OhJdarb1@}lWo!^1{ZlM2C2t}s+FE1b
z<m7}riOP)|<H-$&1O%Rln-=UHqpc&{EJ7a&O^@B=8m+eYF1_paZC|*VE?u=T`I;Is
z9=qG`n1f`$|Cfd!KWxB$-5zoB(inELjN;GRYZX9o69I1|=R>qsZke??K9>DU9uo9L
zQzOwPtaq!P2ium;Cy~X)tdqkGcmCGjiR&bsEps#6l{M!D2=6QbKmGB;NuBFMxtD98
zzK|GEw=Tr>w(g0orazQ3MDp#RC=(6KDMP($syjj`0y{2TT<8+a*tq*qK1(MueN#6B
z{G(0y%x||U?zO{e&{wZsZ>N9cFtqI1XWs<vjHY3y8}GGCm*^2-O{Jjj!a|M)cnttJ
zeBN|)3a4bz9)p#6zC#a+_Mg%>Jr;XU>1j%8YR#-0$a^ps@QR4sL;8-*^(Uur<(j?b
z8*O5VDN#HPy3bML&+yR`wR^^7;S3}SNkX3D+cQQR(5kIH>f>Q>{kHPy)5pn4FG%pR
z7K=$pL^ApBjrOlo=X-Q^3f9|z^z<LW`O;78p~(<85`uT!va(66TU}Jjr0I|8=u%b>
zGw7a=FO3&E@vO3_Z|Ti5ify|}o{mM>L0;$P5u^&?pxd*j9*~k6oL@!A$(>O<`~7pF
zRCvj2=A}A|Z*9>n(<gnOJ!MwCF41V#s6LwYpi|y5F8pIzOmb_tpxDV`YLz8+6^++g
zndY!Ltu4+D+O1|3+D%I@&3sWkeBwf`P6CY@ZKV99U5Wm;0fbj`9PVi6_@fYrU^$_n
zq!g(7U54IKs1-qA`f`5L`YNUli%}cAtNbx+yF1oCKeOD2O@s}}_Q9=nkFnf&`@zMo
zT$aqzDairQ8ih-Ka&2rZRn8IhJPzTg*w}Zt?2k9@IGN4wg&v<slM%t{H7o;X%i;Ip
z557^ng*&QuUz0V{ojZ5#YRd`59^i>BZ8H*~qod>aP-aqmvOai}KpOYq*qncpsP<dz
z`WB<{*5nh;{)vYjO|C2?%j!gIXcvcDd^@uHOg4Y|fst}|86Tp^Gktx2^GIfJ;L0}Q
zH+JuAcb2C#e4^8p>k+Dl%O8~da=m+nnj<FpNlfUK^aky#k<aovl=QY#BzJgg+Uh<@
z=;DczAK!4qZEX*q>|DC+dWdO&vdeFY%Ha^%jr(rX<(*2mNHkxEcWu+L^{qla`4j$>
znOd5xV~UTAq$R#oDJi`Nb;u_XG!#UNg!v?1YWxZ|4v+0a`s1LG&^~otdk#2+7{jjB
zSZDq2iE_NlD{qQ08Mlrq;;!8I^XaIQTSh!#<dGdeL7X7?vzuSb)4kkrXH$EQF?ac1
zbT@aLoWi(-#5K=J+M}9x(2=vw*RfVC6wVRYX7Z}OZ{D?BwTa|+%gy}MJ9^k4lvh}I
zd3LojRVDbHH0O?`E()nH(X;ybOd;n2uUwbAtgY}lJw7YX(U>1sutC^Lt`JAe2pfBV
zy$;uwxP)*i9uf~1p_1AIW*_4T>8yCXL-*be5h3XWXpoPuCwVZoXYa_;xnESu8A92h
z(@XwpKwk5a-@OZc$txK}M8$`;|8~(31<B2r&<4*rCbhNMkWq4pk1Sp*ZAtIW+nhQO
z>Fn%G*#3y;^5VsN{DT45vjyG}|4rMh?7C1>Q`3YG8a_g$SJK;x%f2c7Ca2C$%h8iQ
zeE0XCyy^b^SZYi5M_XjP(VC}O#mz{Is(s@n<LzCy%lTeu6p=a_Uw7IvUmx?c=~eX?
zuN@DXZbj~>MZ30CM4@0)OjY>v7LWZtkFoq0vdi0Ud+dDo%Jr^T_`G{L84p9BNzLq|
zM<1TJ>~p{NyXtzgNuEnRKt*$1ww`3(l}YR%L}i_cXg}s#A6j=g#Hhf#_1N(N-s<nE
z<UxB1;nct~FlRWyx7Uw-6%dP*USv{}67?SP-@<6Lx!K#xA1*fAa8=U`^#M#snDmzD
zeWB(6p90tRuV40m<r@b6)VI?e>M-Lge5s&7CiLdAzP)j!7B5-x`4X%5_XQ<Z<7(P{
zY|z8ho7kPW`h>H2G^<IyJIrKjZUEY`P=X^bB_-M}_O#n0_^ne#@>rx-`bI&+jg@x8
z7VG}VrJAe$1Di)v4V?Xl1_ylHT)7(49{zevnK_ZH)_<xx$?%lc#lVIq$JT@m!lnbq
z_`mGBxG<lEet({qTl)>fb}q4pR*xTw9PbdnW&6AHLn(HwxL|or>-a)L!@{YI0(w35
zsEqH;*^i!Ny^qMBSWp??U<f(iko)Xe08kyG&C>e;2m>06Md#sL|A*2IN@ty!Xn)sn
zzbi9&74js)p5)QF!1VO=7t*B4VP|d>pWv1#b&q`AYz?tlL%_jBr@Y&WQSpl^o&Q0t
zIG7U}VTT8s<vX%ji1dZy5Q)Q|PAx?cZHe7<xMh{DU+3%j^wi>Zq@;=px_38so{EV$
zcx<bGKiK#6PM%LG^Y>VqW0U<xg)@HZvrlAMaml}uFnTr3=jUnJoZWg>EjWKc_ZCvv
zPmwGGCSug<r18<5T~BI#-Tq#C!>7$_dXSRInl&Cp8=`)o-DFv`re69is{`pJ;p<xa
zo-DqYVB>7>iPf}_8<Zh8tP_R5%+JosKW!~q>oKiQ%OOU7+x(1A7p5^;o7R1Kou}$r
z?AmNHZWOBc*m3>CsUVtJ9Pb1q_q6aSu4ph8F7fY1PmpcZeMDw$=9Gckq*%~=j8V49
zSLWsZX-{QX?(CoLThBi0TG4;L;WayhCh%GJN&BAG%zXM(x0x!&Z~lzqQi<vK#gyhl
z3UP*aQ;K$^sec=;Zglss@+y2{RNgJSxncPE#19rC&P{JP$gy(@nBEWDZQnW$58W5(
zAf3b#BA^Ib#`Oj#J`N5VJ}{Z`;raH<C4K+ZCl?qPEDdaJr_UG{pBJ#tt>ok`K2Xn5
zIE%GKWTIy-3&)kNl|xUa@Ex*u`hnGEMsw9krFT(?DYTrA8*&;DC}aHmPDpfrZcTVW
zfjBsSwOFhkh|LKM#VlvM91}p`f<uKD>VMhFuh&e}+sJbtp~v(`m-R(s(EH_c`sPo1
z8cFVvDOoJlMha~EgBzaQF%uo;h%=pRHL{tgN&O|?LfiV)u4=E-%H4g=E-u+#n;WBP
zKgj(krxK$t{N)yNVvYP0oSx2yqxV9L@VlJ=oC4$A6mNJzkwG%SO!U$BfcyQqGBPsJ
zzJ0tgx?gNQNUDzQ3F{-5r#rBWm|?n}c{)?t)vH%SfDLLeQD9?;a5FikUO%*?DDqgu
z>6J*KQ@2@;WQl0LgR#xz=|SVmA2TyEf4~|(_B`Hp+soYtXJ);y;Y^>%jtS}&-4nCy
zAa<z`F;lJUdrN5AlLeJt29dt5Cv~)sKFi`Uxy{7RoEL`Cg5$Q8$2wJxzgIkwOk;D;
za*q7mY4t-$LSn}meQ9Up9%yR(F(2f|f4!~I;7&Oj+dJ!`>|0p4ly*xs!gc#9`s`28
zVNW|b6`GE=SsWuLCx=;F?1hpk3LX@%=$}M+FAWY17?hQlCq&)V{$@@nH~K!u$BT@(
zn_p^7NMPZatE;Pp=WN0#ZOQxlF5NvJ8`sM2|8+&9tpN4?Yr{^(vn*_L&$;Kar2|j<
z7C&_(`Rg#8ky~%XtfMP3F^_i$sW0}fMio-+H|QfEDzdS$L3Y4BC&bGe-IF7xrolVD
zSq2nQcixTY$!t+8IX{Xie;ZPS^7+D(UTB(Oxx?STe^b9Q9*j8~r)wj!fWA%DLZEs>
z=6G+Lo^i200y1StZ}3T1;M^v19G99!Z^nXstMs(>UVQw-&yG^dPGJOjx+}dllX-|d
z8a*@fN%Q=b*2Xg-S6KLC$IK@W|IRP`V;3`V`OPs%vUQuYkzQtq-0HcGKf~IsFW4b#
zYkPP_hSl8R@N?Icq<axf`U&JOcfX7a3a9cYzyH@|*OP}Tk!annUH37vOceM@t-YZ1
zMzTDdO84aW<prt&IWs;pB}uk8c`qM3ECNONc+|DL_UbLvfZwrCGu`ybq0{%IrKQo_
z&Mz*O=ou@&)QHd(Zrb<mtO8mnZbmz@h;w}*jb9S9>pZqKh(7*(K~3$mynys*Jvh$I
zl^YA0@{!@!Z1;;5gKz*Be>D;htltQBk#NxvDbYhCTd$peGiG%5{>aW##>cK+FuAH=
z(!APoidNKP<<2LWRjXbyhBK8TWoF)?Wgheq^<AFhPBGMaanc6a=FR(I0>Wq~{M3Rx
zZ}f?kR%FQg`ukZorKF{2XJ)FJns&0Yv%9;y1KtG70<k|v`LHN0E$yWXFR&mHNqX#t
z9laC|=f62tS^OR-kB0_^wR%vy3m#|3(g-$BQZQVkI9sBlJMMb@XBurt5W}NLzNy(u
zMtdTnld6y3`IsSF&4VN;%Cu9bYK>036*c1bWnO;f6jM@(IpOEewl(3FLB0undXqx?
z!VVyYpsb@K=~_M!Z64^WJ}!Ub#`}jFXYuB}#|M5LW0KQQT+SpEf$v+n(w@2eJNNU?
z-@or1J5&ypCE?R5#wv61gKL3+XktL({Qc4O<3FC<R&u8{iDA0C?X7^T7XNN;N4Z;p
zqW#$z#DSk1Zn*wS%ez^@4IK&eU*hi|{hiV_j%4~K$D>EBCdWD&HMk2C6WIhAAf>45
zwq|ude{xt`kivX!c5szFcipBSJYPHOv7nJS_rs6tqgJxlDh#xFjMR&K>V1twIhm*n
zn*W}b=w-UqarOHBM~`k;?mB$`iQGG~Z9CRCvm0Km*nUq5))t7#vFVpY=h=Amdcqio
zv76OrC@QTL1}`;6hKGG{G5ZBWc*Z+Iv|0%6;{y!|4(7n=g5MghgP#)<rl^YvX&C|x
zx_;|x<T^s{E{Hu}v>{)~IJMHYk>I{%6x)C^GV-nIcFpX5qH@czwHF^%kY?JUuj}h;
zYd^=wAI(VdAq$_1CYH0X)uw`#mG$R>q<I#_;XpO<+gn$Djy>EU!QV8^89*wUNM;hn
zG{zCLXS}>{a&(tC{8LU~tRaH2eMo0Pxy&`L4dnds@%{T@NUGm3nI8dmaCCiX@JG$g
z!#sx%+kQQNOKm%E4_D(ArlZCEVADhP14k0a2#_EQ5YGlTH=L?E_V*i!1m7$U*^=Go
zj;!!&^0K&MO+~I2X%dOzy`o+o^J$fonuoOCtowJXJ$OF4>BaTlL}sJNR)Z@i`66j%
z=`FhVG_C_8b6pf&RD5*V?N;(5DOG~nt(1%+53M@$&#jpi1B(mKX`@cX-BEI>DlWDc
z;-umud#z@#Tz87Xng=2NDPK1ej_Q8=U?jo^#Iy3F=(&Rr$IgFs9txnXVCb~Wqp3M=
z_)4F}{Wy}{M0)u|nJ$!+Lj?R9Tc&GerZK(wh9~zs_Lz`by<Nv>X%@Qv$;ICH6k7Gt
zmAF`=Kh$`xPZ-Wk7;d_1d}iNOoS~B+T2Uc`GF`>VNdgizB1r`L+NNk2C$ltK7(P)^
zJ3SdoH}#;STWw$>;Ght;b+!<XSA5iIur2wPU3<Vu1|E_5GWC}kjixNa((F!N-|W?V
zwN6g&6VvoBSsmqE;u)LvI=*4#WpzHQE9A>vqk_d<N!Li^b*d$+YVsrVbtvy%cqc95
zAN=}oR<o%n_d`JnS8m_dpUXGedp8DeX4Q|9`%TUciyu`}QxgR6eeq*Iy<qu$qhtGB
z{=DaN0R&{rLuog0+}y(DgCEUvo2Cs*V_)mPAB=e`y!zzn)!LWuE@nF9O|bs@s~Rgf
z9Co;32udK|kt0#?X@U{*?&xQ!qrc1CmZrww&tRG_%>5)8h7pmw#spK7YXj+O+2XoA
zzhB*+SY2ojsL6jNH@vfFV%b#;*v~Fj)@GEXKc}Y5;c4_1l7ZRk6ilReWlUlJF@4mr
z1%Q`U3zn~=7RT?Je{>%D<$`ZahlH`{PRHnSv|-O97ay&|#Rd;tWSy7vFMV%rYWn|Z
z`VMd|_y7HdCS@j(k)4?m*~u!|gk*)vo)syC%HAY9B*_k0m1JdQkF1iFtO&`d-~F8L
z|9`IQTvz9`KA-1#kJsyd-Glm?vCzB2w|^HxvwmlC+|n@1ESfcVGF~p%t~k#Gz8RLY
z)asJeSmx?rGJ~p^rPG9O^$~0th-&0M4R&_=goU*|t@^XR-U%<vA4m#*xqI-cYGxOa
zUmJDv945<gP}o1nADx&`aCTlQOOd&*<c@EL7oJ&JIe1lICq_FynAbSNS#7>-EYyi#
zktc>VwmE6H3cRg|!?9c+cBcGxc6O*`+B1F`-~N29#i%%(Jk3uiJx4cT<(uR0%Ns^s
zkGBg{Z>LrL_vO_Gvp7n+`Y$f72Oakr?AAY{>qkoIcg^CO>6^C6bHyjxJ<8pkXk9Yf
zzJ9KHcXP<+l|Ewt?O5GFiB03jk6+u`q$MgI#HZ4%`^CA!nRRpev&<k<xbn8Fxv8^<
zGuWgpOSX#7l-3e-cU@gt)Q%Sa47CQ2j@``2yHXm8oSH;n%E<%;1~(Drs5oLmFPgoD
zjWdYZ5Ide4E#FOWA93nQN=p7*UA=ud&cE6eCbOYD*_y!z52cq+zMtP=ep#^pS;uba
zf6yR81{KyOy%Ahib_OP)M0&eC+CZ2w(BB@Rp2AfK2ZP}LKc+b|jQqih>FK;d=qEsR
zJu{u`hBHjP-1L_Q-QjX<Wg{4A_)Y94cHaEE4f|llv9fP=j*=A9d`2UAywldFDIoxF
zdIR!#wPo6pw+u5^w)X>}Pvc>qZq1zFzkF`YhIxSLjL@H&zcoTzjg8E5vI(6JO+~u;
zJkJf3c<g-bu&i~K2Ym)>MB`Zjxo@0GX^y2OkDXkVeq_l{X2|~-3$ak!51iiZi*tbL
z?Pk@`TGfNjgX#fWnPdO1wg0<JdYx1^gf{4T+iH<s(53Xcm(z00Opo*|Pn>fm>t#Cd
zI9WQ!L!4ym#PrOnvoEFpOLSH3?HUO=F}14(4KwkunA#a@;we`3Z)<^3nH3HM*I<u>
zX8EMU$eVrCiN^U2gM)(;zw<rVinw-{TX(&x8tG_p6&GouHkr}yz5DIgEpbKyh9yQu
zN5x-a5l?_#@&=7e4x)@c-ocdA%E5toxfIO>$~z^)2K_z>UG$|5o?_inQ-L$|WV>;f
z?Uv$<ZB`mCv@jfh-Zc%^0xmwjmc=!go=yXSi6#r)lfF+r@bVqOM_vX3v20Pwg*QWF
z@9VOPF^NX4Qu`S`s%<@xRhbZS_QMV*(w_?DX43Y_Of?h_?pd;mS>@Q-2N*s|xj|vP
z-|O3mXH&+4Z+Gh+2Ujo2>(5O)EH@gJgG#dZ*f^N{Gv6BT>GI1cCAV>q(LD0V>EVS8
z;kLwpg_d34!=ev*{#*ZYYTTK9-u~<4BbHd!Q&$Rq+|<9T{-P#gg*SYeSp*Xj=tUU~
z!^PFiDktM@)?f^)e))3T7<;Y;H<50Fh;L*<t3LS(;s89Q#ytNzw$H3k+y51#scllD
zC8fTc-)MpPY*O)Pv&G5GZ<II|uOfn&$ZiR3fF+Iai@T+CGfCWr9EMx4%1Ex|fK&-#
z55YhFm~)n{t*sqv#6ZUW!!tHKPBQ<XnCm>cx=)Prl_oj4HcMR(vQiC&QU}(yK2JSE
zyH@rm?dET;+2<FHDva57G-+~H=^v=~BvrOyOW!WTINsx+`bV+e@e_ZkmTR+vU$RPX
zN}8A1_R^#mH1_AEq{4UY`bv8^fK`gg)r6UyN=)|HF%m<kgU?q5TI`ITT#-28nzb?0
zA1pFfVp3QunOJh&>&=%Py_UjIVnc0(MWRHfPCpz_yW6quklvZUc{)5s=NzvWT`vB6
z8EK;E0b?5m40DIPDqv&s;>8QcO=BaYR*-7;k&&@uVjaV)w}h%#Ok521cfPQmZRlky
zV3yhV+y=wsZ&{hPdzuk;6Gr?p;GItM<x@+L4Mn2Y;N}uzq-$leIvK}lD82+i#UlPy
zwG6$G!7oOydJ_A2e|f+)%KbjMxq+<5>ob1Q@2b9b<cSYU|H*x)4a6TB-!t=VA0H>@
z%o_2ud8uUXLTY`hVI%dxg9l?J7F+U&CY&xfzxU_wJ#i#M!x8RxSjd-aqy+Zgu|C>#
z_Mhhjr69ZV!`4WV_yV%%LF<M3?vaO!`eFl&dnlF_b(A^mne(dGdeqi$R*V(OW|0JF
zd3O))45(sub`^U(&!m!@)X-RD5;Fckv}RSEGXuxsvuErK<sm}7A~c2D-vA==jg&T&
zb+j%SI3_r0-G9i&P}P2{kZ=7vqwCARPx6FF6b(?`&p&l+@g<ku`yMA;147s8fGvX;
zD@jNsRrT}^16v^`Q^ceobgH|j=fJCZxMw$k-q!|rpg!Mg%Le5(QH`tJ4H-P2GI;(#
zrureyL*;+g)^PnN1s-UgaMr9?3(UBHTocU-UJ8<=i^C*RK1WQZ8<|sB_U<*<G8Hw+
zzpc^IG>~1_nJ#93ZDsl>!#goPvM+kZsWU5KVOJzgvky?)ioP}!P@1;lEjYMu-!W<F
zWQ4>NpwpohG?siu?ny-Nm6u0sddW1<Fj*vY!stJv9)q~T!k*N_R`zqXL%k0#oqB)E
z&1~o*>-L8X&(AUoyE8VH8ej0x+cWuEE%=ryolSz>gB;Pbne;ARdUll@{)W4sZ?C<b
zwm+b*sqh=?tH*p3#PRq<I)OR>V|ly&Xsah@s!LwKrlO${ettT1H=@Vj3C|NFpm&G)
zqLCHsh?O(;G%W8itavo~RL4D$rtipwWCsAzYUB;DO60n5VLPlL8*WHxr1XV03seT<
zU)yNj!_4Vo(ZSu0>pEApA`+73PSdv*tdN;SCeYDh3)DilT;1<0FZ6nTn@>;RrEHnF
zXYLy>ltLFKMBD%N{VsUn9!edfCUY|~P%3nfX~`;szShw2kjC;wr-u(7Km+>7P+$tl
z<N~edlf+y&4RUFlH@<YF^#P)(P5Z%kv>~$5_H*#+N@ZjCy4%=eiidi=hLYdXfIDBc
zwXD<m5?q+K%UpG5%(ZI|7;`5+{{BM#s-9ih_1SjM^EEpnR;Pt@MEi4~To|{#AhCGB
z&9*NzX~=PS1>T#3I|jKhB(yy<bu_Ph-Fi=<6sGN)OR-fXj@@Mk9xhTP{^zT9%5{E-
zvLW=)?Q_4DmeSt79nNqGQ+OeXt=`!gscCf)Ku@&t#DgI-Ijf5Xxw@JLW&s&iyw4-M
z&d*4hmmk<JC@2Um``fo~GZTm4y~w?z&@@UhO))4#MsdRNmsK%WLryn+!xxgbSHHLF
z@W_r$hAuZHIOf~R=W2=hH`TN;<H&)k3TAi~qaPj;gplImj=oqAkT}L(3VtrOq9$Sm
zAg)d;Dd~CsPH_36@nya@V2rFaj_btgN*Mdqc2VEa*_#}9YVo|<dwzBb01vG%ZRTqA
z`|$9N%&i*goHj9?n|8f&k^OaxYEVp56OYz)6)vUkb^LsEE?2nLBdt|d`1Rul3;T^C
zsP=Im`kFyfQm=S(_0u-T&A0QV-`wxs6@w=WgNSWGQiT#rDRqDyJi&;rE3|5`DA=#Y
zZ7-p^yAQfPrF2rET!t2Mc&C<BJMBk<uW5%NVI}6o1K2Y(G&D>sN)~=Jdl~us6z@v#
zga`>cRinR?XyM1!k%5|?lZKd`;*MTVcJl?29JMDgJYE1!T#Xjo!$UvG$gmbupbiBf
zbQuc!nZA72dyQ3pCXopEQl7H8XJ&<qgB$EP!aWY+HU>DfX=dq&TswSMrg*!(R6r%e
zl0O9vWp&v@sFwFVYiLf29?VO-XwSQ+pr$jk25T)f=g|oN#tB_fGi!SZrY?r_XZMQ^
zjj=9DyY32nzYT+UVOB@Ady?@}CUla<0&)Nyg-_C?W-)4OGkiZ_Dm;)=<1JL`-B)11
zNb(!V%c7smruV<iDH*k(08!ii6aM|k%Gmh5;A-m+U0b^6g3?7tAC@x%$^nHDS=h>v
zI<xa$h3B<{@6<(3C0IWbqeraUsc{h+MQcrgs7Cqn&$GEShDqz2z$pAcQ;Y>Z3$ZK6
z53B&juQfl0j&xnK&z5YL&_KlOU}+dk{R!JG;Jc*Akae1Awmw4B9=rbMD--PlNlCiW
z@Ux(0e3aV};kS!*Wl3`S;$T`h1)E#poGDZNIxWtqC)V)=FE(Trw)fIe?bDKRkfi<e
zK~#dew17oL)$V(<^@(WR^z{a>!qtI~&rh%>4)&#lb++w^G+#U)(x5SXfByWw$>+B%
zr%Q*%Pd+>5{j|sYQp#7VlEkl%iw$IXQs2Bu1kOW5CnqF-c{(7=pr*_eaTZuU29L?+
zEyUdMN1JIe36V0Wn@toL-7aCfjEsyBOj&l%`0gN&p2LqD=YO54omUr2oZ#H+lP)+l
zUH^=&G=hHkv&S?N>N6PgknOYo;koFFWVqph2-du>#DQ-AZBiRPOwtI>%)QmmH&Dv7
z4-bblTAV95eE&)gQTIR+AiP`3{;DkZ2j2+4-Qs*F?pU%cecg6tZs<gT^$Oh&I{^jo
zIqTyUm#DkW{GKhEUK`xw%g-Syw)9csO`CC`p8LsH+e}Wx;e;~f&Q9H^aX1m()Bj_b
zy+80{t}YCO+-}@pjf+$E)2;EDjhX$sX|wDXDmEFrdwukA^8JhoN*5Oi-O8X&ReOeX
zQ6`h1Ez+6q$8T(G5pl_ce-?0Hnxj(IL8Lp*o7Q~hx}o5?GNI?@?(Pg<H1UzJ!u<@v
z@{XX10;B=XATNf?&Ar=t<puwz!m~Na!K(*6cp?(?e<kPXC!?!@c(`!r5xT@M?b2sk
zwKq=287kYe7@OBGhPTU4O1Up{3%*^ZLVhV$t~USzzMY14JNap|!VcRPj+Q;#1?8fk
zoI9V>uT09jBOisBtF7yB1s1-mdpxd55asp-y)^0iWK3^bsAUyF;nl$CcCEGM?!*o#
z+{4}bpWQ{fKz68P*?uJGT`|4+E#DBwSpjvDXWpJ`NmcvvcbyW_=}DI`47@#c%)M&p
z)4Q1vi(2-AE1U{qq6e<s6CQZOia{{lDpTRx>lqTSp6tyjQQfOZ{p5`O@q_M~A6R(v
za&tq#I7>jxb^<Z=T}{5oVXN=8dZG6AbVjT*%Cxi|YsR;Oh!$#C@7Pg8jmzPvnDYbJ
z%s7#920sAv2llyphRySMVvbyRX!(YsXtcm6q9%q;eRlEYC!3VPxQXjuD%-*bDSoc3
zC}e0I*l<OgUs)-!+qZfm-sN_4YY&CZ2p$~aboY0)wCc0PyWRRG2f+dG-O_xtYmAom
zJIjg66%IyL-=bmFMlDxnb`M|k2f9hy%{{6(ba4?r-={4{>XRk2n<r|uG`g^^$RgF-
zE%)*REHrz{W9KJMl87EDa;SP#@#*%>UDxQ8vpZsSu3Fm`wO-{i4IsH=vG-kU(!;(M
z;T-D&6>J=qzXGQ{7kHIU`jhQDa^%QSe!g*hGzCg(@4p&C>qD$c<@cS{=zG;p*EhNI
z#jJ>Aw|zN$)BVbg``&clw%ylh!uitx4R!fgsD#^SM(ml5oFX;W*ATZVo$B@Gq51+B
zxHW0hN1SEA{VFOe8~8P(=~089kvwplwbQzUIxmBoWP8!)*^?nn-W1KOG^YeOX}5d3
z(Wc6?IvpKSlY9m{93_YPt`M*iLyK*=)>8HLsq22V$*99EOfin6bd7s_RMywX@0j<;
zO^^B<Pc4T|sthu@*t<DjO8Ol_4n$KhJP966JsX#Nzb)`#S%U&A>CwciTzhw56u6vm
zy1V69txcCMebt)vPsx+V=PwAY8NNE0KkgQOKlRPQ;RvdDne~G%7rp4qbbLxP4-=um
zfPmhNHLt)vduRCUM4ONmb@Jt3;dk8IOHUo%@=g~?b8(eRruQo^-d)Y)@=M3(lPQ~a
z*7CST#^3cbssFY-e`IB@)r^HjJ$Z7*zn`7zIOfBlnTKd-2Ojgrgl2Dboh4&0!&E(8
zHyig`K(o~0+du&Z1_$F{Qf>O{@!G~lSMPO+`)=;ZN7WhmA!mUEJF0PfsrCds)_~wN
zSJ?m%2&((GbZ2hCH+!n2sx&XT&$>i>D0FUa4!=F+=92>EKu+J{0i2Prw3JP#)p%mf
z&aOzw*Z=DC4qqRC&k517cX2uHJD)##{Fj70;dF0%H+;i=zZEeSpB7=#n+rc5zI%PF
z+~S~dk(Ogvz}X+SmM$0<=%465ZO)x5Yhn<RT0Ef3eK1;i>q4NvSy3fJQ@IsMVr<A2
zl`~XXG#4G1D}1!XU*CI>_q0WK|FIZWN)qr>3E6>usr_(xK0#w5l+xGd;!o?Covr*8
zUb8={L1~nU3CuCg7KKY9J<&fYa*~Fhil%-4P4Z+9t<y!0hTL{fkSB^j)XXdUwx0-g
zgYx&E{_#702gUq}T&dfV4o}P0<l)qR0XZTC1q7}gds>WfKO_=vckhyGC6``ty6wXt
z2(-}hae`W=T&hOd5dEv{qO$c9S5L;l=T@N9xz;@_S2vrD3tm26ACH2S#R<b{BlqD&
zv(AVsV21!Oyd|#4Cz_&_C7;XW`+kvb@{svk9~KJ6Lk~+zwq1VuE80$$qTuEW+xgmx
zNzYO<w#Ns17G+N!iTo>a1mwnN7A>-G-I<Ip6qYGGWIgiyM6dM;vz(VoCf3as!aCib
z%?xgfW?ee_E$jW=&-du3IDdA16n<x9-Nk(xWPrcU5*3?fR}v4L<*73gn92d{jkq~_
zq3Q;UlZ#O)n-3t!UPR-xG+Ficp|L>C)a=BQE8^`FOm&8RWIp#dmgQA?LiDdlI7T%)
zY4ddaxFzCrEsiGjOCZBb3eTEH2Mpoa1y93B^w5Hyi=@ULE0^Yht;;HOS8WV0*#2XS
z_=zS?%xJ^Xw8Y@JpkO9$_g$p42!;AaRXCB#@?W?!*ELgRb}A4kfLA1G$aUj0jbc{0
z#HW(0+f2-$%AGTsjiP|Y1IwqT9y8eY7I{6-w6dDN1i_4zY`1Uo)ZFasvz#2z8K(|z
zFu{8$h;|PXFDFO&XHspy8lB>y+9$3E+r>n2v$ACQAd6^rwSQJ>4=r={jQY|G2eG_7
z!IBlus0+_P3VLN$x1UHbk$pH)I&zyKtLTPSobyR517Q!kCTpSSo~MFY_4<RtFGR>}
zuk9GQ!Cx)m63Son%8NR$oncWnaOqc4w8O|X-X<mu(pBhb!YY`*0x7s$<tb&y$Y@%^
zO1hl>>g_{PuMJY^zkL$Ro+ZPtIm^kyCP+^(9j|uF!L;f_%aK!O40Ij<e&H8Cda;x~
zTX!M6$@!^Fp#`4#=Ijlbv7Dk$teC_QlpACv5YHVRsAF`-dU}3^|NhuJ|9NoA;jX(o
z;UsEZ@(OeTTvYq^?{~f|>P_9z)1zQw@}+>GT!oWC^bYjpU~MC%&$;{(ehO^2%;vG5
z|3z3M1jXe~{DIxRY*r01C*o8P4Hw&H<KQ(u`%6a7UhRZ|Gj+`esxDTD3Ixbi{-KQ;
zH*t8YARiR}$ed%Vuu!pOZn$C3$`x~%9Y2dZRX+NNp$sH<#TMP{yq9LToKKoo4`sb7
zKiq8Heprt&%<HrEcMcX((hnP(m)zRU%X<18va+6&hel&~lxmsd(oxT~*p_g2t&U7{
zqSe@3Y%mYJxJCS}AYlfzhFF%QCC2%*RdARdT3g>(C|mToxc1`Jb{hM&O?C#4Pn0(Y
zSAFF_V01!oo5WDPEETX=Y=4JKQI@s3t7d1en(OARm8g|RE}up#QnrGT2P8J+o&RPj
zP;Q+Ej6dvc5L-VjO*AtKG|uE#d3NVd%VSgovlgsvj6fowp=x;k?WO$=InWb*%F4?2
zWmk~zs`U4!6S!0vADB%<)YFHsiR@t{$Fk*~zl@kusF$0k(5J9fXyCZ!>XsUec@jO|
z+uc1Ly|=cwV3yI=Xu7oY%X@>|-VCm0+@(C(Fa1v{_b*qq_U9Ichf`qAN{~N9?OUq>
zOH-MdSyucKQ5oK{+FBha52$_q+fA2t<WywDpMwJZG%eScua$_LYv%nh)Z1f{!dczW
zoPZTHUpZwgy|oslnXi<qTXb_;D=;ufmLlAZ`=?O}$-*U4Azjh5_3u|u;NSdcVfe=R
z0E57p6o;_!&W*+2EHSTc&l!Mau=XRtA^hVrH~vrWH7<vx7Sm^ZxGiH<Vqme|Q{UY^
zi7J5+F;3uVf(FFR$7caSD{+3nAtGX_smZB?b9!bb{q^g|s0}b9Zft6zcTT7B{R$g#
zO9uznJE9H}0B84-l2UVg25C3IOsIe2O)U#Ti`bO&-*kkxyG=0$1SiDD+wOUDfsier
zZv=Bdho`3?lU#_OuOR83;b&=io)~fEqlR-L<tvj3Ad-wikm_nR*G`B=>&%X|G{-&~
zk&f;HX|9q^L0M9(Ey}?$sN%4Z?2&;Qj_;(+wgMV)Gy#_gnFYj#T~1vnpx=T1sOfQ8
zdi^__{hLL_Vs|P1+_E~wua)-4lYiZ4cYS)lSLSU%hW0M1eQ+7I0G)#G@~a2L-fcB;
zV0Ri2CPwMWUZcAxNF*npvyuLkD;i_j<}%eX;VA3Pf8~@2mAR_<znEPji7p56X&G($
z@@`q%fk+3w5i9!e&u}W1#IPJ~E)s8l{w}rh!2eCTY5FRAKKnmm7}}$ow{F2+p&lMw
za36D4Cdp%m4-c5gtjCXEpt0FuJAS?G{Y{S9JUO9B-7Fn}*wUSYuJ1ALylxk`c;v^*
zI%V$s<mBY3eH=B_4GnuRWP@bMk3$q=5+(OMUf%|-tZq%YsUIWy@K{T`c~MP8<ym?8
z=LxRnivr~jKz)te6}v_9c_?a35QtIX>wVbLS5BU{^Lmu66WBSN^h@AvG-~m?AEUCM
zXF^Zk+uM6JBmENwYzU#5`TJUe3gn>b8*@}cta8)CuT$zxr2R@tLBafh+*s-JBi0R}
zjD)w;WYNE^FjRyoQzmZP<EqHP`RXWL*b7o4fz3rn*N*z^u<#uDSmPrUt@D{vqpa|1
ztGIpHUw0g!r>sTeLGbjtJ8=k(r)S}sjt2+hdo2x(uWrLT2NU|WUwe3XEP}Cs$v4~-
zL#MmvczkSZY|=|hW1*=Ml5rJ=lmm#GCXG7Y0faYcWd|?u9D?6tS_=rAb4v@kEPK-;
zP)#s6jhqq^<$@7~yn+JUKi|VK#_wpl4o^g*1$12Hn~zp88_Mpf*esr$ni4hRbCN_C
zQD<G!+1EGaEL92_#!1)F9ZMTtr9a5NhsC7NaS3ND+GwvHX5r%tMzjlI?`N;$qNJ#(
zWnv=ZKNQL&)r2{jm7PN=hd;^Mw<7!FBfPZR+AELy^~!8fSDT*oc>qu~1rxBp&&o0X
z|AV=3IY6a-Wc$yZ5<QZY89A^1ZfEv;{2_$+2w|z*om6KjY->3q?sp~~_-s=)UC+??
z=@XOQJrLm(wuSlzv+PCSqtYg)sAw!mTHq3lQtjFZph~PW8-?W?bTWaQudkSxs9RdT
z;GTaA$tunU`Dv1;y4elgn&!pm0g8jFD&s+~qH_xCur9$WF5lcHV_f!5a%2|*zr>8?
zgn<|BGd4C>yEM>13KhC$<fYli3E7n%<TvkB(8J-aMdhN>?-c=qWKZ99iGOD|OunQG
zaxrI(oW}%E^*{)s$8fGFs@iUY6(cIf^bSk6*}?`#SJxZ8iDIa3AorC2xKoDhhhSB$
z&EnB+6Wa_>A~d}U4`emAxU@+l%Z4$spU~DIn;Oqf><an(SoOb+ooJGDn7#Z|?q??7
zi)_8}8kvbdjgzdRws`V)Wk^5~CSs94I+<WkFIsqD7rZMhXRS*Of!+A=`7jF3l4NRS
z;r?dm^3a7PGo(EV>_==f$iVGEbVblfFB_Ze=37@r%Vsplf;3R;pR-?W_sb?fzUt$0
z<7y0IK<;^XC|FeqGpUF-A7D9sx+it>#8E}-kW<E>CnDke$I>0FWub&t0d=133{Ee5
ztkcrdjl>s#sVkbBvjwaS&+=x~_ci!|G4BVVi`fSkUYh;TW}?XxB~pW^GIpe#j$6z5
zR13&Z`=UgW!{69<Qh)B>uN(?-m3E88H1*!cKi$@+kxP0r`_g$y8WN*B0w${>iwt)3
zGg>z~e=w+6T5^X;u5&{-`)(>f?Z%iu4n6;?@NFa^p)1XL&dsf&MHqH!20g3$;Ko-5
z-5V6&mr)LKYiXFe+(Ff-X&8wCO^otH!DFL+LQxkm%K~pMt%Y~D)#}Phss?vr<aPMd
zfU*#EE{TLQYvQ(eqbeWiMb4<vnHk=|OW&uaxB@3`k3Kw1#mwBc!0dIj+FBu3xAH;%
zY(by@L&JNt9fDi&?|IwmUY=@S?fY%HK4J2GFe)t8Z;wRj0?tRWi?(`(PP_hkdt>R0
z#hgz0spO!Pa5s3e?_W)`*A}nnup1k2;Cm}8dQf+M^J)~=`8WLFQo4fBsUz72HS3o?
z54kt<Yd`Lvr3>11LnNWGt&NMHUsWe{5I7y&^W{G;@7^z2NpJS}Fj<da$03UBJzp#<
zYz7<cUYRyUCOomfAhbL(>k=e;4q8B>JC@<qBeEJ{YZDtK^`20Dq0zof6&qYw;f-w`
z_4v!%V1ayp^g7CcfjFybp3^Q2l#rGieuAs!14%yr0wsqUb2T1*^}mcpSC2q{`(~y0
z$~|x>2oLuMNeLlSn@4VLZIGUbTa@M{m2*0DBmZ*qT<LH<42ho$7k(C^_krm*<Zsc+
z882>Kz?Z*y`*vWji~ZC0McEz0!~Du`pGd{Y2d_QXe>`}^*@aR|TO04ki6@i~@}Q{3
zpNor>4<F3xre@<61%X9bRMa)$GFS!j*f3l0Q3)h9e!$gR6Tc=rko<Sg`Zpdklspc0
z8R_Zf{b%1bTCk!JJCv<^HA4Ak)xDjgRqtYe-+p)d<3W<-?fT`8AHk@!Tr`tjTazhn
z9{p4@)$wbZbKAW<>BFthrEK+GX<dgrB{1mRkflgqWTP~+vN~>E5|6gU|A!)`s_;`#
zE*98^vpg*vIZ0_nMcOoaFZCBi5b3LyDIsUSh4PISfokVcpT2x)-7hpUGJ;I|ebYk+
z_7w8*6&fZ}1z6||)70;T{j<LQ6YjX=ZG<;2m?@jfnKE@R`n2`*rivy0U?V=NJSPi@
z3saGHfcv^EXuOv0%L>JN_G7I0!ScjUf^4SucU5%!nD+z8du)Pl)=zq$bj_<A-Mu5f
z%75f{)o9|%4VQ+w(x{l26<<~niAQW@C}L5sHnz0Tl$^d`V#18`B<=Ded>d|>{hEd^
z@dLnxft{KLe6E=o%y7h!*rrUJFW+(Fqa6)&VlWLjb4wLVYHWU9z<Q{)2OMWmBVya^
zxI~49{BXb{oh9hxZwQmmfhj^5GIX_6gO!bv?#|M`zvOW#qQ`z4UHr+Y_w=tbgPqqM
zQi!SBw*FiOyXZTG=c?hEpzzB4w6T>i%|p>k-6kfcE0<^VQ>o6}sM$?WOqlr!KRdBj
zmz0!<MXJ_*+;P+&A&C%+%2%psYe!kmU8=q58aN?N6C^yB!T0H7Zc$MbH1QY^8hUOm
znrTHc^czNfYTEu@krw1hfvVS18ydmSsPI<6_$BnM1~VX7qr3n9{k!9zp>5E(AweE7
z*?yZF5bvB<Q&q_98>_r37SXnOG%I$GYM5l$btM68KG2bI{zr6l=#zNgxB1j?W0=Yy
z#eJvCUD0`~MawDnUzJLptucDWjhK~x0!Zf7UVGgy>8rSe#AgWE5j#iwwp|yYHQn99
z^8({+)d>FS?q*l!Q>P&5Xd*?sVA;rSRzJ8cQ`Z(=Pk7L2%unilE?l(77CkC)yJecL
zaLDi7yLX`p?L8FDJkgC7U}^b(i^mV(13`9Cn);y*&$WSKD|iwgv^M<%#ELCO8BQ+b
z^ZPXAHy4dJ1r37My{=epRrM9Va9`^Y^tyoQE0`!>y;J@j1*kh3Hu9*u*|#_I%lnsI
zV;=L)(H9C|NdFBza_aim>FEHRy&Q^SmkG}Rj0lH^lfaJA%=zifEg--tEp1FQCtq;r
z;l}!U;H$Vm{-1o0XEgYlRWTNVzPwoH*^3wFqs@K?m}>QwZ$}=~PterPFpe!OsKaQa
zIiEkanUVH!_O&uxk6Af6M|C}}u_9PK^Yv?8nkrXA!=s=iHK1Ch$^<R(DNqKSp195e
zLP9bCHw9?PevO&>3IS35!1Z{~UsRL5YH!}Wfq!^yYwH2jvI)ZN#qvH2Zz7@n*7SOJ
z=>FG@d^r<+<+jHjM2j+nm`jxGBw$b>P#G>iEs0{<#q{}&_Xh?H_LGvLv^j|7lUCAP
zSTmp2^zkEBj%iU2R?P(!6`E_FLc5X&2L|MiJB!eVK<6IJxqTAJzby%(Z4-UTdpYMs
z-2qMz@6hUA6G~rnahh6R>s}RL1PD?jCC5B1E$t)a4CnZ3;>O@rKtpxb$SA3KYWEeb
z7F3PLxw%<*I3Hn|!=8ZShq_FIgbmY=w$jceKfM#Bx14HL`cTyLzr8DJJTijKx+$Qq
z`f+Dp$I5)Hh*{Lx?<t<4^Jllm^KX<P4xF);7Ey}e+~dVR#pXedfp`V~zi<M;;o}>J
zO9|3Uk%w^V7)MkGa$!(aDmy#BvTWqR`HaH1!y>shuymi#R~9urV(5p}xnw`OTCOB#
z4--DuKP6nmn#HyP^e7>J!_Ox+_AnuAJ`<&X(h#r@v?hVyq>D+Zf`ml-<>RxnvlYZt
z?(^H1!A4}hY)<4H^SgkrR|IN02bF#;{CflmQ(5!yi`=|PI8u(oxZvxXlueR=&ZO`?
zc{S)33{pII&Uv46bY)wQ`O>*Ds<^&7=>p-33r49D{;dZwseLSH5(>)#B+F1t{E{|0
zK}SZ6$*_2J^9;p48c;-i#epdlr;_%<p<naTB?VjC97{XPS{gSII<ho<d$YR1+4cBO
zlOhSN7!Hh+m50!x&4t6Q3xtlD=Cx{rhj*G~%%udDZ||7glaPE3MlQc{nU?QW22Fl>
z^B^nrVanz>7mgk%$MzjKFp>Umb5H5_6RiK-n3ux0#e4leSs%}dnMduLWp2j&H(>%*
zPZ%7^B6xvIu$vVjbBBn~!tW(Yaxl5mB7SF`L;Z%ds5&T=Cz@l)<0d$FSFfzD;t>3R
z{0I4COa;fg2$1YYB-z1(wAZ$vU`yL8>Fd_Sj*1ZVaOMOpJW*k0eBsjWZBb8#?o&1%
zsAW5b;#x`bSvDmTlbVuJ!_)D7dY^_zMg*FMkXQ2H0ZHbHAN7CS4MY!AUvfD)I{5Zu
zxP}}24NwykPR2Y@9U~*5zndP)Z%!Um;h!ts{Oh2v^OpO1Ce=!<NAcf3s>=#7L${`q
z43XJZ^FO!%hzjrx>{JW5fM|CHo}wc|Fh)3Bu&=kq*MZBJ$SF`3`IST#&JHQCR?s}9
z0p=l)#9QUk*^Fk7x2g0j`9wrsAlTcAiuKQeuBhkrB;LpCiHeP#f;4en4te$|DJk4X
zZsDTF-PhUMJGoRoxAhZTb3<v-eyWSJA*bs;z*(stJR!H`4kfGw8~{;DOm`k!c9~>3
z&p|Tmd_-2%@WFLgCcCz`4^4$fU8lv**;hPx{O>NK`7J3Kub;9anDw$29)MZhHh=)^
z2+f4p+!_AXnkTOt9SEu;4E(OVww0wIK^kX3XeiUAa}Toj=B1_Wh-ze4uF;TyRtRu#
z+GRV$HO$Z3YsT9R>`JclF9pB?<6TRwt85Y1jg3d1xm@_b&Q%KY79x;7lR*W4A)L>N
z0l<vk!-uM3zcEZXCLo|zT<ih0ab#p9AxGv<x(9Y6L9;=kfG^_lF!Q>zuHME%y3F>?
z)pfMwrT~Qg3Vnkq-YgWG%?XRfk+RLyUJc#-O$(mCuHYj#$lKnA7cl{l!JY+7GJ*?^
z%ni+GN6!67e*_B@E>zFK`9mcI2eS`C7mZY-zd|p91bYrPHaVKu1V&^}pg9q{R1mip
zhvz<W^1~dIiYneyaASk}rTlS0Fldt_<04NqHu6hLGeJOr)7OvDJpTx#+{Ot>$wZ9g
zG|f(|me;ZPKY2o@!xO{3YknI%j3AK+?4<vA5Z@SQ7ybv#Z@vk+(nol`IgAmmo!}d}
zh2MA2vL5?Ur{qY!lsOTWZ)U$Rsje>53UlrT1>2pYV`FmHuXBQxn1NFftZAp&ej!MM
zNKGcz;1q~lJPXu}aML>l6^vh<*vRq<*d&b>-`;!ggsXetkI?R!75F3*(g{ti<y_sF
z3#~5bS&Smh4kaeEUdLzcs(J9)b`nkrH~2~mkzz%_JA^gIO%+GS0`4D2R<B2z?WYPF
z9dU7W1u<Dmcm@=pknV1sz@Q+7q7h=M-}yY_7e*UP->JP=M&Hd8{5Vj&xw!D1wCU`$
zT8mAX`CM1W(w-|Va|@Uk!!17L1Xd&jGtes$8P$D#4batnhB-5)P-(TN{Sb(Pvf3Ah
zA%tTm!Uu_|6BH;+C8W;m!7;?P6BRw|;NYM+9AQfBj;!uObt}6?mI_IamC>7#O1j>>
z>3<T>Ty+1#4_3!KiEOy?d!2_IYuLF&?}HBa3ih~}=D5=pj<FQ(3XqeNQ*gOkk9Y_Z
z6T!erT3g)`6xgY$)e|oH#&6>j?8|p$#d1|@?Z|Q|a`xqmUj6d#0B9Dkewvz@Y%xB6
ze%l~<O`=ztapB#sgB=|mAjnGq8<3TiMVPQZ&|HKBpNB0qf`%;+p#{B1kXgr(5Jh}1
zF&K9edT~(Xv50Xad_p&aOtIT{D7^ScZj@R~wWSDJ-`I{o2Hd<aNDQuAnF;rHIj#2a
zeG%P05l9k{6C~!Lj$C;HA6B@f6m~dDH?=ktVamyO=f!e#X9`Tl0p4Q0Lg*pj6$LUX
z?o$iwI)SQ181|w{x{jC#fuzGMh#1Y#x*#X#%biCXr=o~x06;A`y(-2%MB`NO7s2@_
zh?OJsYi0hq`Gsbg-?kIg{hx>Kt(3gE<GAOlt5L|i;`rAvMlpT;vr1hC*MKUGnFNk)
zCfH#{fPDq^Jan0e4*^_AI7Mx2pwNO-6f-P@fbpZ#@_Xw_B8&NddfyDn9RQ1H<Ds#}
zs2YkL6ka#bVnQI67%9+@KK<PY${8ruP%%(&^q!)C6blunf3HRfP_fX^gB>)NW(69v
zIDZaxbjafN>=Ht?b^{!=G()enC(Gj^@F9nc005pjKsdS3BXq7Vw+ik&Whu<QH48up
zuBz=X+&MxH;a&y1MX5TQ&Ljuhn}>%7o^^4K9rNJU>%YBzVDFB1Q#tSdbrzlFQP^r#
z(_yw7&-!Zm7i60*){=sa^T+K3w-|DC-~C&a0D1cOvDeh2b91WB&L?po0LR~RJWGcM
zr#`HK@n2Xua519TM;J+E_XJj(Iv#BTRR<L|jwr$`wW_M>1;15d^^t1yP;jn(4{TN5
zYTqdeJSdz)_$q7zrvX?51P9Y_e6Gn;W>r*a0(>_x(1c%UC|&y5_BmMeR%x&}Av~@K
z1-(GkJKhu1jl{kts5>4Tt5+NCOwneIi)e)R_lyIARXl%wFD8^}YdPuZ>Bo6^hz2y8
z>{O+NF3kK;SB*(me?jQn=FD6v2y>M8X4DrAPwcF=eGV_P3<o^{xWWL^bOyo21@3^I
zTkA8$mvd%Y8&ivleic&;5=J&yVn~z_{_X@N2l%@AedZzwxbz59FnD@kd4OPubu#Y!
z=XhaLy-(_1H4F_<pIvWxax5^g;Vf*r5Pop}{CUUn`fNtH7a{!_x43*<RZ$VOEQMNy
zpyBqrR7rHdJ#jQBXLMS<$%Qjrb`MW{orI>!`V)rtxIz$uozNv@RyTasu;;&Q<sU!f
zFSOv(ArdfvRlrV3U!M*p>uk3j>4?p~35JU!DLLmi^50*}O?N+*X3X_+k9s#;PPB8v
z^e`hKDhR@d;w#+r%zx(@MLp_Igfxv1H)v>30HF;P&jcSG3l0!OHOQ5nlnIPG%^g9`
zx`E>YU}a=@ILmqo`V|nt50xnC<4(gTNaJ{k2a0QjP1(EX$&R-4fKo^XiOMVJx#B5J
zl_SoBh30-;(VN)*7-q;fno?_rpOKUticsa)jX}4ijSY217H@w}DaMzb{rzX2r!Avl
zMn*d^h~|f<(U|KfEmLq-iSOeE6X^Dvm##Idi|Y^<EMAAWxcGTx<@oN}RXK01EDNY+
zi%UvUb$AqdLW<=wyND_PhYVXF-HHAocQe|D3?Ygg?w`EZ7GFoak%|%<*{%Ix2(E5n
z9hT#OWNShfmzE&G3e=)vdCpR(!^0sWqKi@iO%j@HT-ArJd2XD>i>}5{Q|Z#|=6IBP
zWMX{ar5)aVCi3mMvBxfzr3>ah|Ffuf!u7@4pPl3dgqS25(N_vEmxLYCv$V8x#R9u-
zI3C450f-%$m>Aq+eJCU0J+W?3Vi6;rk}PXHT=WISHiY@e!h)bOYcQTIl!2&yGF=A8
z>;Opk6f_JcmUGsr4DNC2Q6{n`t*j{PPLf<1>jTW8xk3fO88jM99a3=-5!L2ZTl^=z
zm_K;Aa7lj-A`GBc$2-=SWhj<+|NT9kDY-FQ#3fbw@?{{Z7Jy9WAf`r;FZ2gma1L_+
z)ym8Zqb4MFAdMshK8HaA0u7<4l!yV7&}}^&mfEmhL!!C7(~*I@p8~8(0yusS!AT0m
zW!IT0d@%|VZ@l4(&Gozw(JZ3(;q$o!EI^#m9MH+Tn~-3_y&*_TbP@~F)by#PE}=sP
zc8WyafRi%8v&lNyJ=k>znWclB6;D#4a#1)(gJH^#u7&A)TjuOLx^?>;fn+8xZ+h2W
zcU5=<krpO-1lrTqb~yL>Lc?BJ3e+j%s7PAkPdASS(o`}h4l|0uyT4;7!n864k{0=*
z0f0L=^V7cTe3(A$Hd5xq2CZV02-b=JkmpiVN&y%ZnT6>95cz0>xQ%w;Lckr8Rwh-g
zOJk(1%{E|lhJyp5e}Rr(@`hnzZ0|c1#q6<6`4<=o+3rn2v7q)n`ErwU0X>#!V-Cz|
zf6W+h@6eI0ADgj$1dwXhtN|r1ghwj-QpXw(2GxDQQp14t2AoC+BxAi&pG35s@py0j
zf!F%_ckYy1Y8jjI3i<~GP+t2bN*{t5LBJ9d;-v7p6caZ9LyvRG{0V5zUr@$gym$dF
zv&Xy_5K7rEgas!2J9T*O_~QXja5Z3SB;1$zpNZOKooe%faxRa1_l_=h5aT4?yo&u<
zev$2d_O%OKguf8q4`YLW3#W_Al`beNr{(86eAL=;1CWkK(aO@287{N5@4<idpZ3k*
za!Jk1^h3E5x|UoS`Be>CINKd9gw@S?JMTFuTWf17{`79+$LxxC<Uw>q6Rg&pjF|*N
zvL~Pyxb<hnDB!r9y=l=1;aP{4GPqJfNvR7b#kIQ`C=C#bXJv0sJ4b)}w*>+M30Eu=
zkF7)VP7(5wPJ&FQ?2ZrDKcc<j(lKz|)A{coh^)!P`Yh4>#;Me!AH?ZFh(S;er3BQ3
zPyzvjieV=<{A2zrBHt#bm3_3cduV8A!XqM%y_C?(?9wzc;(r;fhv-Z=$fO;A2~K{J
zg=*z~+*)jp4--yv5PNAvuS(_BMzfX@507vRw6f*ETnh4W&EmgcBP_12q8aFzaPe*Z
zG5zBQm1^r30Y?KvLq6-$X@Zpk1%M-rtizpFG9Jj>W>{kJ+IDkS#_P#6>jUaif7sDe
z{t0&pe%L>YjSP3MsJOTb=%DaV)VVsZS2eaGM0U{X!WVUA<^7m6Gn6F8^X~m*dZNJV
zpC=G!g)b)%K!!@@a7G~)4#qr<*&_!DtQvkR=j?r0+6M;2&5kZXF!y9x;KCEL@z;n8
zBatNnyK6$7TwIW2b-vr!>h$T;0x1l(c{Sg^TWSX7;k>~n$DyD(Sp^3#{bDzvhjj|~
z3_ODO2)y&zCYq3=x$yXH@z#VLNmN|YVCk=HlP&9yV)b&iJ1MEC2*4DBEU180yY(k^
zl$4bAKp;qr7EwjwerY)B7r(dqa;`2hoWu$7qHe%+Mgl}wmX|%f{r%rHn5cFF7e#)E
zzu7S6IZ%^npFWhN)&TpcPvHsK$6}ksAV`KDN-!}r2vtdIMPO*?^U_ki;^K8kH|Xi<
z<#|Z~@*b=<ht~inC+AY9$-h8J_WS-aLp9##)kEX&mVZ7)->Sqg?LI|np>_P_ygh1V
z>G7k~D7BHP`2>cLq=y9vDh_a?<ic;eiDMC^5okOhv)`=cYY1AT0F4sM36XO6<$2$E
z_=$QEcY4}W^4ERZmoA;o+xfu~KPx{chM1}IZf<4T*&gVvK;J(_G*7)>l~s;A`*zd~
zgK0HAKmR;GA2^z;iwkv$UOa63Q17Q1I6%^b!xF3n!;>c16wc*|;0nQwmHpfA-(P91
zc(-k->oIzS@Egk59mB{P1s@zf9wjzhsuiICofU=$W7E@($X64)Jxd2?01g**h5k!o
z2t!d(S0{&j4}<gR;$;})5vG1b&SHml6Hq?j#u&C;>b3#U*75BspcTxW1JbB@_wK-T
zF0Z5{!FZ!BGBL;5X{XS{M>}Xnupc#yjiqPl9-fmW=Aduu-%k$MSXxr#=2-)-Mb8L9
zxP07~<Yib{i;cE?fLEmV$M2SWJ~6<Vxz;}MM!5G!&$cG<(EnT8uP*iXE})T#?j*k5
zg`cmMe#0()WRQCudjPpONuAfzGZ|J}ZQyD`G^2M{ZBdvR=KYW{@Ud}l$b9jFh@J}I
z47BybAO(;LuwDPOP4d^jOYu`^H9Pz(U~UL4qozOlVCtZ{lW9DSQ0+DTnMzq$nhEkg
zu4Io%1|eA>mtK26U51T8tgC<$0DEbuN?bg4laNr*(sI7Ec#Mt%6bxz}&reNF-~I<O
za}gl(LPbWXU~=lq<Vg&xvdVpf1mF0R3cd-)M?H4&crE*D@1MVa6W0OGnQ#n^Vc337
zRW;;A<LOKWY~9{o7<EgW0l^1<I$k98kt4?krth-*U;sY>*$FPcnP^L2CMkCsAP5~p
zceY_l3|1w)^A+Mu(mUFFdN|@Q^|!Z!0T8WS@)(iYSdIh@joZfY^z)<T+YLQddfq_N
zr53=8I<8~0qX(xD#<Ezw90qA0Pz1cl&p)jClg_q;@Xu{w$8JPj#mdFC=bC|Jg!+&l
z>z}py)K)3w=BWIub6rbqq9b1cVAdkZ3h)Swa+NUNHJ{C5eeJz>-@dDLfrk!yGy!zb
z)YV<}b=EWBqy6#Y2jLivh86UILJ)9>VPQmqIAsl`A;vm52tkPVR~EUA2{sas*{xOD
z%nCugJLm3RVab>UTop(;Mcq=dK3}@?1+@2-hE8>dq6}gzSe~<&BbxaRLF`LNkeH=I
zJiLX)Gt0b2aCacPhhq`dHBU7Cn7g5CrM>1^z!3{D8_I&0nw4Btf7fl^ym^aZ{n{3L
zLc5>Cxk(!ryL~?Q*R$t}|E)-|(|Uhk+ckt1C3NbMpI;OzvufWxRyH;g{J1@VP4Vyq
zVnlZW;W4<tiQHwBFPYidHci*{Fw@o4(HUo%#V7eBKEnq@Q-09RuO@(`57<Sr)Ljh5
zSf!+lmS+-FI8i9IK(U*&%8|eg$5kjs(k@?GO?EN6C1`19R|mM-YLFSHV`hqH)9F4#
zwkG=8_uWswQhyyCt;YE318CvR0Dt@#4>K~V!t@XpP>z4HT1R+uU%ph1R(!Axa!1?G
zuO6Zx?O0cZiduXq3eeuoitWa?dM@4j*`ahkdY<Hq=dNUzFb55v&ni<@(&-MrkD-6U
zsm0_h2aU!Du=8*sq1ObkB$aDtgCBvngl0cYHycyYt7tqx^r65faC19D*v^RG&qH#X
zom~cyG$8)avBrryFrlQ$^ccSFGYAlv@F(NsRE%C2(;)T$8df>wit_zv!$6xPSpRob
z(XfKy8nh~9WoZc$hk@yJ=>B;zZb0C+H@6MNPVLB{ZF%LB^n|lB@Qd=RtrmB4FWkLb
z$(?%)ElWRq7NC2Ij!K1AIUpc_C{cTl)7j29VmHEP&`)*o04ZsD?psE9Zk?O2++7+z
zW+EJ<cyS}>9~u~mmnVb0E25%~XVqZALqvB1m>C*xOMCn0NI%3mh%bu?7y8g7s?y|B
zpeW+Z#Zd~bIH)1}_U>h2W%U7u8}wLM$QXb%i7X+ae#sHZ+uqrEPFtHA7!_^Id0t*#
zlo_<SYlajgXv7tYZmM!p!_}3o_b(!H?;5(ap3dAV5T;eR?0f}z>gbG#o~o!#`tC;|
zU=4s6u*>9+iDF0q!;7rEy#ElI6lQ|`)tVsM)!WP2WOILPz7bF^6(yz6M`cMo@S-Wg
z_Hfa-B>a7Lo6<K=!=0Voow9>2|2_<*noR^ALVV-!bjfVqN0@eDI}yp&q_lh#m$+SX
zi0-z&o{E8C#*!WS{12&eelT(d?G+u+!dj*Vx4co<XIsTw-E`z~Wa(hAZYE5Rp#cXf
zTKK4S^qnvU-^SV58HEiOs&E8qE-fuR5p_tmWXM2+2c;`9y6RR@0r5~lVHYI5lyfE6
z=w`5Lm=Vw*B5+euw6hAZvPA5MKEhLr3)|vDGzWmEdSZBqO(DTo?#*xKg=I#}OGWOZ
zav%y41A};OZ(V?W*pvjM+|w!?eRl~-(PNF7$vd(hJWUX&yZd=lwhan|j@1uUlw^ub
zf9nJZo0LT3v0Az-z#&h@1rH4wVvS-SQ%#hplAMfdxmrRDlMW*S-NQo)^NG;wuUDD$
z5d``0+~}HE=MB!iJ2<2Ey)~BkZUW04o|ye`pgx!C7;XiXJxYO0$wwl(%gf8*QBiU#
zD#3EzGQ7M&XfFJf9Wy^L?$glK1)$<@d39fb#|^A(`57@iZEZPBw7Q&_y*3NwN^kL8
zZTfF&j2)_w-a&RH-~9KbzMh@{)&*)B8WbgdFSdUHEQQk#8H!Xf+wlF-ha!sdK4F?0
z`AW;e`|pDhSN{1z-<3(>O7f0BZU1)cF!5NN@ZUdL!x4tfF1|MpRUTINg_(8SBtX{4
zUfHU0M%BFhF+H7{o!u;}hVKaN$hp+B0<q-oMymp2v_ZSTIOwrf;EY1I&-f3nOvHf#
z8hU3rz0x_<Jm9-yTpu18`OR%^l`c`AL=QL}a<$RVrHv@zQNm)~Kb|&UH+y<^)&e6)
zHgcvtv%i0w*G(Pf5bHUS(P#%Wft`b65zaO)H3vk=Bm^LOg{vggc1E5xNEYkt?1bYg
zT)TB?X7G7oRi*}j6|HPq-91dh(fZg96bE31SWB^!d|B6imfRq!3yRIk7uDr^<%|J3
z%I0!o{^zpUt|>f%ui3pn&P2(M&5m*<;pBAv?K=Nd9k$up3=n4%S`U)WVQz{P*|Et<
z1d86$catmGjI&0`jgt*%Ak+(V&SNw|1ZR}^Sf@^DFMs&?KYl>s>ql|ifq{WQr6^h_
z47IgSnYESUw_)kNhe^4KW-klpbBp8m36AQZePswzhFho0U_+!tEiFVrNlBRCyokIE
zju`j=#9>ldpWyKB!cAK;b*U|3naWZ3SDv05EM`UYs>M}H+oeqG8(?wdYb<lstO)k$
zv1tFyPR8}4=_fz8M+>mi^z;R+c$As|sKltqaljB88KIvrP-7-3jBC9PBhIYc+-opk
zRpZ~G_uIE?`sUFyj`s=dfz!ZN3D_9{(?321i_QN^mM6v4rcV*lQEO1sXX2F<Bv5gF
z`L_<4ik0)u1e;e7IMn!&lS{y%Lp(6A?!G+h)%E3R6rcV)Zj#74AchDXErtlb5*>CX
z)lw(#KAiv6++0G`O_7?f#IAz&l3=d-yGQfwLU{WfmcnfIAI)>kF^ag+7|DT?8i?OP
z&B{k9-Ztn*KV#SotOj5DU^cTjMIP%JxUT=*+8{<cxw0=9X@eeOs6g~#*-1qg@4zA@
z=z2*HP&7Ka@7+t7ln|t&A<vDuv>aJml{?Nzs~m%Q&(RL|ps=va^mIAlx-h_L@c2!#
zHm>+a58QKnYN|5lW52~o5DJ<f=U&lZucKHT_u%fL7PHhU`ts}>Z5!RQkU4aaw^|LI
z7wgj9L&o^qA1i0HBugd0XT1;rX2$?&lJ`ve=g*A@^~E(~iW<{=Ae>7Xl1xX$HUX0(
zh#FGHR}2gS!FMQ;QpY~SO;}8Fu+nYyyx0z8J03?@tgUE2BahF$vkd-XcYY7MCW-vP
zgokL&e)J|tdx#UGyozp2%R<#MT>=hO*bRyd9oi4d=%UnJv8z=TyUPD9MhzWa7ZLB~
z$?Lsy%(7VW_ms@9My{0LGx@yHN~l#Yzi|^n>jX?V@H%Bm^%{)yQSTBJ17LmxnI$^a
z`Es3e#7qr{NFioP9W&&Wm6cg9Uz))hCC#YWx<m{8w!!M@e(P-<(A-XlqEF|6ThPoi
z)t~hHWcE5=DKOoRF%fX$5hrm0@T$Of=ny7>Srd`{^6Z&>^q*>7-<XI9StqB(2RZG?
z%6r&j)5q%M$~K;Cv$yQqQTC<ktcf40Vv@JoeB~eb{hAZ~^7E@Nc__XFM+pW$po`X<
z6&3(6J*E)b_I3FzkYtxBHIR!hqpE)}>^*ku%-sl&>(`%uzvYQl16~=iYE)UX^78?x
zb=(x)CHpij&8#-r1xORtfP`vy!t9!CIKz7c!qfo#nbjGUf>Z(|cg@^V;H8-MBpF0d
zKOC02gUEHKaxTE=e;Q=|1zd4ELFrYtr)`%nY5T6Aho4-fGdG3>ksfS#vqRyD%5%zF
z;&ttK>oLSM34IZ<Ah1QfG<Gy-AJEN?fov59FA9LAQ3Zm+{Ds3M>>)AW1d9_fqvkq`
zZv)bhxl(Q@ZKm2Ue?kM1=gsX*@katAO`uLD%B>EIe`>otPmIGQCl*w>R`hO(p+Kxs
zQE>`?=0Y7pRQZP_A1#)1p|}B4SXe~lTZx6hXxNvBSJuAL+|E{0A2b<JEV{-FN)nn{
z$ZAm2ZHGxRlSreS3Z+G5XUmVCY{G18xMC&vkSo1uX)hiLp7s%>FuMHVl%)5;K{NZM
zDg`fCTWjqL<RajpK@ON!A&s^H7L;l4o+J4Hw`C%y@2%Unmr$d-V2ua84%PN%CM!Qq
zv)>+(%0$Ls<`@B||NKdj8zpiU#0P>kcZ=+PVI>z4f*Pr<U8v0Rb3JHp#mdQN`+v)t
zw<Pfx{Qb$Zp0*$7zo_LFj>phP>0Iyfv@_<t(hj+PZ%;i{Sf;%#sE#$hM1&@h60R`F
zL6$;^6!rKq=K%dI-4n*+&m}qq-rMRqQ|<)B4AD3x^#y{Si<r8&(>9N}XU<$&tHuIB
z^lTlTFti9qZwI6CIDML+&344&6)XS0xp>K~Cd(qOsn&!BwlL|ymbQeSUxvKZSJR^2
zoqg2g9`CiGr^3%T<lNPY*~s^2ckp(QAtz2~zKTDJ_1M|$HgG~<1HKBdVeu@ICtlqD
z!-xDb5@TZO&?l+|%=T%J+&Do;0Lv^aXS@H}?sVb-8e8-Nc!Yc|@tWBL1U^~a1Ms#8
zzp|e}CY$GqZzb|<KK;m#i8m2pj1Fetzq<<O)5^+9S}q3)RInLjL&WL`TDcG%nOp@|
zi2*-GfY>7GAT-xf|4u!Bru^8|FW%=2{w|!(F_3b2`-c;@0_z2R7tfz(k&;RRgyRe-
zu&XyrHA^QF02}7tsGf-$8O09sO}#noU9uFYb*@6v0JGev<YZ#@uXbni8cX%W<RtD1
zUucJ4%w604O{bh~ZgiJWuE>V5Fgycsx<hIe%AF~C=%+8M=zTvXcYovubzAW%vqqp|
zIj5lT(DHE%XgO$t@J9z(zdbOOyt&+^zPPlinBO<%x+qSVzMovER>*`_2|_o58&k`w
zp`}v`9}&@SrxCcYmy8V41|I}jC-r*T;#lT0d53J2Neyl78oYQ*OUoy(S{2nrQ7#bd
zC>$WDzF)!6!%zIv^nDCdV7`E&3??E9sx{1eD<w`6)Ld8ge!iC&6ls!^BaM|nbYeJ8
zCA4n-Y4e)YgE3&V>OW?G=A-2t?Cg%v5id>2{QEpzhGqiXX+WfSJD@Ir)baA+UXjH~
zKq)vxP}~?Ih`<mw$*hYS6zlCFYbFKsjr$mU;Lr4@p6iA5pM!`>uYSsWi!2=@3e@Mg
z0ia>}{-V+?2;_0Xh#GYrhE!TQI<>HJw6e34l5<X%M=gZ`78eqEAQkG(GrFjy)oHaL
z2`)OusuXx8A1z)v-Pjwp%ZEh+p}&wIeOF!s5DHK?q+i{R6@qwSVc}rQ5)Uw6Q2Kb{
zBL=>HtQ~-FxP9}7Ue&kU(h+B6L+C%QUJjUOifptXC?tSzA$C$If5eEk`7BS&QstMe
zP{DVbRPbVEO(`P}i{s)wt}pCSEWJg(?!1J`6>)xH27`{K!FI@sBL>w`QEb*rEtbb3
z&LdLSMV|rXEMbs{KJk=L`7u*hnaT0-0u&vXS|F}7SFZcdO}YHOA|wG~B!MtB3lvTQ
zU1>KT0r&%&u3zSu`a(C&$Ow;r#7d?lAg#DK8ueW!tQm6u3*T67m(x}(zQ?}F(rAZ~
zSq>b*fTfR2L&tSSsojtdKnvy3qbjnp-Y-l(!kpKsde>nJ(8e#3%bZ;^FJ&WNlCet6
z%18pm+9&l@^6aH-#T+9Be}sABG&y>KGfIIJg<nKsVhdar6);{xb|Yb!0p_0yjnSv9
z-RT|Yk*^IF5D}L_lvFTfypGe&%3ua);_ZbIRgifI7TryC$Bh0Z4d|l&KVmm>8D!)A
zzSRU2+|>mlMU8*o8Vu~Fzkeru><-)UXVS}@ci!nX9--t0{##N-3+i)_^WbtoV69i0
zk(hxt;8|gzX7rzh$^~g!e&gT@^_uKMcQ!4YXp5r%a)opq*6Y|@<9$-uExG=Y4Hw9*
z?moxIhvLG+-y>YEA2e0~3)CKB0=_DoIJ5}z1CeF`I0|eu)OddN_4Uk`mI7GzqGWXh
zJ&s_N;C(`8_@APYpWm)CoWB2?C%AYl?Cj&u#wmsN<soqhW5VRfGq1o~C@Xt{8CszA
z@k56XQy)I;7aQAGU``@S<Sl-Kb8Mo{?`rvDl%DTp17M_Chy+m2jlnMmB@`)0ZqN41
z-n?1-V)`9$SYn)!lr-1Lz>Sl#=?4$NpdLbtrg^m`V#6`!28p1hwbko^AMb@FT&6c;
zbGf=iO*~o=0HEj*((!zww6xUa=T}*<?&739){pPo3?s6)Fy#hb0G%W%dV(ZpY5D!Q
zQv-lS!g%BpJe50)yig}#G=}APbl(y55(Ms@%r0b%Aty1f08l@v!`fuLFo}LY($f)`
z4FN4cw*?@J3+}$SJs<`r=AqX7m%+{j%$H+S**l$FMEJJC4xa!lZiOXVZ$52AO=U;0
zSAp}2+3ot$+pB1AF96(^`c{pY+fNoB7J`Mf&+7=bJb1EowjyKYmb9{>#y;I+Zd*;C
z15IfwHWm%l4}~y0JR_2GGPD5XD$Z7mP@wL|5ZoNI5J2p-eERn*D>wYx#26_^uC~|b
z_gKT3n-f<Pg6%pCwalUjmOQK$K;i;zCPF#Gckkv+E`PE;cN1b!PvZBV#gp=Hb2?PL
z&*wdw1gNI?jNj-l%UuRUfe8!T+mwrU#<1+g67|E}F;n1zECpd<MyO#YMXM;U@n@3C
zSUT@KgAr~V4258~H%qJvM;br16ltU45&#v1p)D4vf2ef%h;6akM2ue9#>n06-uI#H
zxG~%r^{$`ltGfb;J-^ZB>J&M^Cs{qcz9%Bxi?o)5m8v$v^r#*(YppcWJI?s$WoMHj
z!3@|N48Vv=?;87@wR4d^ABZxTo&pyHnSvS!>7EOFNJv!Hi|t|5f`@OA`xtWqH0nxQ
zhI$l+$h$xT2Mfh>%QgDIF0kqym-%T(amS8NOc0oE=I_rqfj-%l4l61s)IAybopqmC
zvV3A{ijZg$c^<IQxowC>5FQ*yIv%8OV>1yU;{-*k?-s7OdZZ0Tth-S;x1HwJenflr
zbhi8VJAdT<I!?U>PoD^73!WCIzQlyMGfce+bqxT(^#7~u%%gf-+rE#eBt%6t5}AjL
zX;cVF=A?lXW!e;FC`!_#iJc)OqzFmcq!cQpj2V(rp@c0eg_I=k=d_>ou6MovJ$rSp
z`@U({@4Bw@I?v<yPKQL(;@wO!N=-e4j)lV!K@7skH~(pbAWN#Xt_SUpM!u4eAa%&h
z&+N1bx^*;39M}A<7=xsyRzKn9xECjp9cOtPLGLm@#@=?XQLjA^8<oINf3A93B+rxy
zU!pdDd4L7UBIccnIXn*g3LD=;`i{F)X@ko=Ec$viyp?p}v0)<1q4TbBs{l4uo$<tB
zAQCi4;!`t*+_&#8m1IfvB8_w5_Lb=-_1AkJ{rq^yC`Y^Te?9uuZO%OP5<AaPB4m)A
zFK*+UH)gYw{QV_Cip^13;T(#1wNFWgyo6NiIt>Lb%`)+JQIR|>0dY?!y-~3>ex2U8
z#N{oZ6FCcn)8m>;F6r5t@MO)0x;lX=8(-Xds;QwN^6$@y1}gSP+@tTTSL&JbqURNO
zG5x^-$&0GOI-gBUjEj%o3(BqIKJ7O#t8apa96y<!zWu3xPpv)bU9K%zyjToL0J}Su
zp^9W4EsQeolj201doY;vicXx7!<*j<AM?N0x8w}3^z@q4-Z$Cc+|cqKOmWd&zC%4{
zL)DLek5^Nh(=Yp?Bud%d=s?F6u=BX8!<rdew{6=(YA1gnW>ob&6_(F9z=h{<1o_Uo
zV`2XNs=kb0Cqns2-jK7~v?)2a%OL4a|6xuV(nx~`1U&`cAg78ub8yf<K60INTu(ea
zIzE6x=g0%SK6{EjHHkDlu%9RHnpMxPX@b3Sw5<eE0`cmhXOUbI5fyc>2#F<w$HgNa
z;-&Cba?*l#Xg8QP@_UNvQfq57`fJ)L1$X&=NuFQMCtiHx8*XUwrrs0-N#&HuyY9F`
z_~2lyZ_es82o=*xglS<}CC{GCU%Ys_rRDQWzmoG5jGupMqD^MnArtHB0|)69(<`e^
zcTTb5=qHUnaAujEOYfl0TrL1x?EE&3z}Nk*SdXG0#EB_Jj4r6Zd_cNz%>+@>CMSO$
z_T=1^Oic+1i5ZXbMh+c1HSWnJ=;4IqPvm`yxvKAgsUpTDzEEs=vfl>8?SF8v!E+AF
z>J`2kGZJW4Xq8JQ{OvgoQvB-otre$oyI%X;zrw`-m2~G|zl+<lreAh9g0&0_3mee&
z0)#4(Aowo}vo1!8AKNA7)e?(m9zCf}D(mQpz(vbs#vYyZ*DaL}9dy^to^HJOzhngp
zix3_MD8uNoPuonzaRMS7;PmcXY3aN}dJE~bNjgX7UNgb#tYso*g}311)dWKH`O6?d
z*~t8!S|@fwF&;}~q`6tQ42!rMIdQ#Eho5SeiROQ?;)k5us{)mF&fJt7f#oCm$TgPh
z`466ycs1+Vhv&a2V{p^>r#_%<4+;;b5Ov;v=gYZuHkt=!3FQGYKx}L1CM}$u6V{aI
z`QGiwD@-;nxP@r6Dc1wdYI7Am(8yBO29TZuTCOuV?|FGSow10iIn_J*52H+!qmF|E
zdzyYOCk2TMH`aVQD$65KF4dJpnfsN{MP1dtoXkuf`S9|JqD&XioHLg$JvN>sMs{3&
z|G;>^nRLdFg?lz#R|@+1SlQ>=jp+AAZQXY*=)&u(a;R+y+XTn9IEdg?7QG7Zo?TuZ
zja2UdH4xqqB%S(kzgi^rYDlA}xXhc1&xF`)wI#ozMz{>j0o4QGWTeGv46+IFuO6XO
zpbiquW9Vg{q!zox;=iM!KDybWWf*h4p_4et4u-!B+p8XG^E3?3B3yJzAPosaR6IA&
zwzNF_Vb=v=!C(MpR?F=%I<_vImz`9PZT=<OTv`>J)LqeCs0}XY8l=4@1e#Rhv&qg&
z4K}S=LuBo~<5R0;k=lU7F{(z~$W5Ji>V4AQW|x*#T-!3Q-?<p+%$9#%Y+$xyFpKwC
z@1^NPAnCeE$5_ndcb~O<vnFB|)fXxik;G;G^Y-G~;rBL6*z7Syc9BI=VN4hadIMSS
znlr-!FB&UR%3QR|)L{}+<1xL^J4O|s4wkll@B8?Rcd}z~&5q`nZTUOnFm`g=NGT?;
zBOzwTZU2}1fc>^vxoSn!TuJ&@R!cIm*rV)1YOMVu!-*o6;@+Y&j~8MArXnK9qW8;R
z%WQ2!cuxcGO%vt=sU9koAZH5h1`%D1bT>!L8YHsv#D9e8rl$1m+f@YT5V3zM>0cCC
zS`+j`7<O~`!xe>%+gps|mrt8x1b_MQYm!@Aox~u^5rb#U5Dc*6O{XPG6cOO8TD`g#
z1D=@oEp@xnVj>(KFFeuVA|_Y}254r_Iy`r-w1&unoD!lA!ZPuXk0WQWXkAQ{xfV-X
zYAX5<Olham?stryupHYe^0QOwDtdZ)(6x^2n-(uaC?SMLn~uNr%A~%AhgzN-P%gE8
zQ{h^mD*Tz6T1PNX&1c_a%f4SCYKV(jji&L()waLhqPWRS_wK^ZV_(;;T40m2>P&Uh
z@00DHwGg#3gyh-78Bz}RA)|&4y|Z9_8ch_ym2Klc`Q17EMBFAqAvkSkbQp*okFV9y
zy^EQn5SUc8Yj?^G!=&f^O9TG`e56h!4>N=k`9t024pKga$o@<7Mla3TFe&21iAP`_
zrUwf>h&@8*SItmj1^2lTU5zp#qgA<f`o2b{VQ&#Jtg4<U>`^yb-Q0O?j;$=47qy?q
z#2Z8Zu9m*}bNJi#NhWiSc)G?pPZ-l&ywEviqE70!?@!uqWoa*d-b-H9p#JJO*cEO$
z22SACk#-r2zm0jfhOJRF0Db#1#WE5(I~&|0L+SQu`>vt>1q4ToM2y-|z^~a0%2p;j
zUQYPg(``mZMs#*i$x9e_UjO)no_66M&5#CiVp?6@aI~ldxk(PY!i#HLh6plmmmMq3
z?0)xbkbkk12<Q7((|R>k2bdg8h1SlOc9~ma=MP6odb_#y-QHgx`$(m9JQ(@2#q@RI
z!{bj{%-%*um96n=TP?e!>4Ht>^LKfYlhRJwsja6UMBq91!^DhEP!-54gl2l@PJQNX
zu57M<>1-yY)e%||@tC{Y-Q{T;RVha!_LTBR0^^_*o8~lQUvbaEb*Y<aVE~!(-!16J
zoDf~2`BhV-?c_R(!Il?^r%+c+$qA3F$Uba~Mzi+HYh{&f^9~<6H204Cw)>;fE;$qr
z-+y2F+P~{MUDS~ZYJ1zEd8=dJ!S4+>9`t|w!+Vo`&Bv;3SwFhJ_Wu1V{i0r(+i&C}
z)Gc>?B&1Lw9#g2FiUF3<7VDp17=Rr{R4733$SG@<mxcGxjS0i#L)E^|TuWr6!&`27
z`l0vLv^2e_W4eis^1hX5=}A)=ohBJ@%c|l4n~k^k;@N{F8spsOlr6yP)b``+kNV8d
ze;!bZyz9LDyu8PcO9S=wBOm`vzCB7muV(wpi_`QY|Ji@|y%YYNY})dPXFk2qKCXL}
zCQXo<fVmtI#}^x9vqO>s&f2F8p2w#a%f{4X&G3xDnHd>p&!0ba?b=Z&SbQ@>>@F7p
zIUqsF7Y#?Sa>k<kAeTeI|72uD!9{W01~E}C{k>8*A-_*7*38h<)76dCc9it~aeqbr
zq3x538{_ath;;)C70S-3b7RV=KHX5w57E+c%5#{lhp3ZzmxMvQx#l+7xMaoN#oBGN
zmtL}7u&Yhg;C1bwp+f^va0DDYr~n(8-<F}Z@MO}TsS-v|tSEe9o^SSv1=oUKI-QZx
ze>e6muuH8_MQxQcGS`rp(Ma%+rpG;zQ&yg1Vsb0~(~s4E9DwoX&IR!ULa$kDKGk`0
zp9PzjW_#VB*A8u2CIloOnmk19Hur~B({>mCic1HcV~4<P{1$!CHr?m1v>Ye+Jp$>Q
zAZ-7$G#biIRNlC^BUm{xXI8;$Ba<Ub_Y%Mn6B9$orEBUt7r!ro|5;+7FqmF3WmxaI
z7JD(Jpt!=}Nw0;teh{2wc6RpcAAZMc-<~0$nQOXuu?Ge>5bD6t(3pekC;oAbF#`Aj
z%KQAkCWaoV6z>BsE10*uT|l1=QZO)A4*)zmIGid<5iE|Fnt+N^jC%W)I@k2rfHW@z
zRERTj$SJwcRmFrQojnWcLjJ8~_w~aboG?0ZJvTs%cG>(ob!hKnX;-zkH9!7-ByDVQ
znwX&mZ(8s=zij@KLw{QXwk=;?zug;6wbq0ak+?i#Nxnfi$iy28J3z(YvYlHmM25U|
zniP$=^9+BB&IB|cEKE~JXZu1mxooX=Pbzq{ly;}ebu9OcKWZ+fq_9Z}%qVt!IAOp-
z?I_|@cWDrvev~C9LL!$g-*NiG`sfQf(>6*p9LZ|)W2UzI^yc_qrV(aBQsweE^bAeB
zj0})m+_9r34XQ^pzixfi?}b(Q^iRkb$`aq*yFcb%CJPv?HHYp6^ciV$^}*VN)hSm7
zf+pOB?-({LNYL4tH9ik}r)_%96UAjBPwDlaj3vRnF2b*Z85{JveBWbyfry>Cas<BS
zx_!R|L8T8QIA1K_MT_jd?+80wS*v@94exev-xGgt-vmy^d2P}2*;ZSxAMe0e#GuXD
zzYG+W(S>*5G^c4;m9wYI^@dyBED8vAr@}P6Got}>)aIJiM|?CYw>4U~6+TkCdhV=h
z85wC?76czUvch9+>DJG1eTe1-WC$surZyxoGH}$MilU-iunDqX9AVEQ1~z#P`q0#B
z9G#BVK+bOd{Kv!QO`l>X8bgjTaY>9<uujs_(8z9Fj@D*gYv_Er&d3pmB4p+VShy<`
z1k+N$eesA!_PIZ-=$y)&p{VH%t8ixji?%BvKC@+2e!tCn9k(`@)9Ecsaqufj`CeJi
z+WYb1kyn1-6}$YV*I3-KTUw=Ew4+m?hV(bDw1E1aHzkAiO8jib7kaDL3DlQUJv~L9
zf%4mpdP_dGo5mdgPIDNm6lp}xOGs{aDa?l`dmMe!tVaGn$klAqDTm%VrC5n64%e3h
zO_J5YrpI^8_2~AO7;eakV@wc}+Hcjc%G%To@V%l&{5v=3?kWcu0rYU;k&B(S&Af@N
zSW{+En-Uv>e>O83^U#&d^zv#CoGzx7vr(phZvUC$FC}0KW)a62&Kzs=!K1m`gz_Gh
zF#Tqy`@4@t!t>?pSA<hez`8>f_APpKH6H>KLEDlghcqL$oR5D~K0vzD@I&`f8k@g;
ztE{UF#l(y~BkaV*SJ`<3Cv%m5^da{elhe}rqEi9BK>~-{YR$q!?je1EVnnznuMgPo
z7PDDDri&a4<R~<P_~R0Y1Sy#i{SaiTbjP@;;(O$Xfj;*A4eYOVL(yxvxVYUK(gMcE
zLe@?cQP|lI4SDkOPJXO=S3P}R{PDtwzR)anW3mEnp50S<(w-E@g4CM;$@sbE5H>`|
zlW;{nT9uv(mIiY^%C1-OiM#rD!yUCQ)kAIyyDNn;;z#xA9`Y|rZH+fViBe?3SUEmq
z-BB+W^sf^mmJ(`BA(d2)@5A6Puc+v5wjwyDvewc8IzU{^gEvX&Rsq0kYioNY{}2&?
z(Chn8oCwd#`aNvf>s1B)HY-c=){3dfWbQ_y0V}8}#o2p6_>xj8<)p@)3i#D2sw{Jj
z=l2zn<+{tR4;5bVFwb2;oG2zA^S&@5eqOZqOLT{@U#FAOt6&`@55!m}nI;sG&BDA&
z-}ac6NRwElFS}e!QC)K)!M6_ih0E91>&X3gzS7&y%fARxT9fqfxWUgWtFJSBnUX*z
z8wxWZ#68#t9t4M^-uc#RzgY0Vz5K12lhb=HVR1I$B6~nfFEi##3~{0yhzYZUG;e<G
zZIrB5HoNXZX+-<QG0CTY{YXpsC|luPpn9DwV0mlIDvGqY>{yQDj#_27)vOJTMHr4_
zIKX!F5U5-;8&{;{N=!Xc{@bNCOIcR31FAmgSc>04y@PzWL*%P=N#CPEu?c1p_k?#7
z8F2U6k>3mcn}5}kBllt|up~9iAL--svZ?6U0DO>jQL@_GR}MQ+LL{nyP#~=Z*BVw=
zU$3R9=_~ShL_K-x;`;Md*v*L-^4RCy{`CZ)VQBhFXJ_XvlxGd*Ka8JsEf{s~=8b@w
z?bVKqBHsC1g7LUtx+bl)4|zz=09-n@J|R3@J>-7u*vI?kFhYCElpj)#w?n&FCKemJ
zStcqP%c&TF+>kZyz;?<-z{jY(bslp0oKoK{T__WT(1!V4^y$Z*w=#R!44@Nj5#_dm
zvE1}eT4Uv4KzR&$uOys-uX+6yd~>qJ%%-@ui&Ju0XB}BFi0+~p0cO}zDUmSQ9ndGM
ztvK0=hxO>wCvC~rlkGc4eEj{F>A(Y=o1}R>-TQp};xB;)cjFTigHO*na=iC0J?EAb
zE7$6rRp+)un=@q)h~HdhefJFkSJ>`=ewJmpozo1qe6V$ji@p!D>;GAG_wQbJKO$<Y
z6667lOTzS4aYu{8I}r3h^STMjAjhb^v1fuK2F>)!Ax5zjKZ)+k-EMwYfA+h)cFpMF
zk|{n(2Ii)wk|;36=?f~*)z0~pG};l64KaKQH3LX31Yd&tT<5VrSP`g=;Z796ELp}u
zVQPj>yN273c}zG2jb!)XJ$ohEg{e|(f{P@mcCWqj=+VC*7w?&opfhblZY7Vr6K=KZ
zpaBAz0oc-2^<*IX$&d9~r6u9_pT0*x7;KRc-7sudyqh-(X*4G6bdd^nsjJ5!TzDX4
zEgVso7^aRe77Q%G-OkyimF<&3Jz~Yd-f1Jr>@&*Rt!(wv5K~RIbAlv$*c52>$pMk4
z+cD-X3rzXS3po15w}omu-X7?6x|8<<o$A9X62kF%+`D~;7#KBu`re`x5fjb7BS7G1
zqjdaptv;64+NDBmiybcTlfEJg1LbJI^7pXSeAE_Wt?40q)iZ7W$;^zVZep3j10!fQ
z->2lr7Dhv#T~H8!0yO-r{u{Htr_D|a3rk$<O<HM@rbk=T!dY6F_u`niUmZEpv84!u
z7LE2y{k3I^=6K$WHvZjjlh0MFR!?~!ipq-@!>G@p69tDqU_jx|vR{uI90#YpdbQll
z%nZ%#U=%R$WwXDwqW=-}DbiQeXyL7yZ)El`GErdJR4jmmGgZ7F88i!a5;3Nh-Ot#&
z{$#eBvVV)wLkJ-V(E1)Y`AW<xoMz+RFJA-(zaX(#s4jR5-qTjEy`u5ZX*>)ez?Hn5
zoS^Z&C-@~8P1=k)g9sNg-NalcZcD<%xNRDpg$ia5ay-{<*CVBKYMMNR7G>3{K|F3H
z*EZ5B3rT*x2V_2Pc5uwOFg{HW7=X)Qn`%27auyUHMhpmMnn%cuY0Q)l!)K4;Eu~dM
ze~LBSA}X}Y2JJ9ZA8-VSxP}-Q{F3tS|0`vGdG@18K$r-q=AM7_+#yA%VrVAeUynVm
zTBqOHdDBs5hZ91VANWXg#|#Xp1ioL%9IWc)pTfIRt{u~Xj)J@viJlk-R^~NQ-}7-U
z?fmhj*P<r7Bt<d~2st@P)h~LN%||aDI9XJKx*vIn4^nV$c+AzNqxV{3|8Pz8S?D-e
z0^&I$gGumQ=F9gZwA~#yIch}jW%(v9oSQV9OjM;eQPJLLX=8JrFbQH`hoskCE!VpK
zT)kW2{_@TZLfV4-=^v^`TDzFA)Df+i+QlbZsrcb`Z{t3ledzVj6#|Ps-y30@x7%QJ
z5gKHQCFlge&$;`y$0jyR`?HF;cOW@J^GvJ-g1>pq|5%uSS+Sfo=z!Tm(<dBVJ)yI6
z@@gJ3JE&XUd>_-e0Vq~EbsIUM(>Ej;Nz#gReRE)@S`}ldMX9g(QBP*i*t0s{@|1rr
zKKuWXlkpF(a*O~*F0!!^lciX)bQkmXUC0P}6EIykonF1Npqj?Q4lGZSuTBjE$C=<q
zmWebERa0Ag!NF+}<M$}nbu8&Y2Q{Ow-E<gTk>!0bYlX!`ahrhCuQBdr7#?<Z3eEgy
zwWGW4hU${aiMe-mBBuchTmAIHyWC=n+3J@YaRn7&ui%)aXygHk-g8N<(}k7+`=ik?
z-n@AnVvxWK=J-)Xp7^etTE)J}k=&#Ccxj(^^E;E+O>Y**cFc_lRf=N&h~AhHM773A
z|08a8`sTqnp1M&_O!?jR6}6LarD^tA8TB8CjM!)V_z0M-MP=dLUDl{D&jWgo-!^4%
ziE2;YB^VQ8NNE9(kPL#!4h#$&=KOH(lFgUBC9zoX=I~BVC3lE^FrsxloNt)n2H?7c
zTKft6D-kebj5x#M1h`+2R8^AIJ`uyAA#Cj_H<jPoY)RLo0bYv}mqvgaGYNO>sZ5~Y
z%iBIL$F!CE+v~i%0iOc0o5h9M*4WmzB0hXm_bW6q5&%#<DU^~rH6=Y3iP5w0505J<
z%(37Dl5soX(1tXvyaRR6gPIu${8s5DC(PJ<kPw6}9)6p{597juUgcsQociyUnP7|4
ztgXw2S=IEEcfRw`4`Bhqqu{1bC0`jp9Gd>(@R1{WWzXsIYOloXF2@G@=n;cE0-)lL
zZ>@SKa)8LOVr|ErJ}ty3z$T(q@b|Zfin=MU{o?LJeDB4@?>@}Oynvx)fR>g&w{&*D
zID=kP2kh{Iw+>AXWsELzEL1H12yA#H%;*x+fJUWN+=9)ty0YfUFzf$5<87?}D>=sm
z>iK8x{MKUz`B#a;;jmR*o0G79(Igz}1|A2`oH;Yh@%9UrD9yvx4R=6LQH~1kwr9^1
zi&J++91vreIrv1=hFuq3v5Eq!HLW`1l|xIDCX#T<e(YKH=JI!)6-dw_0^U+AXddn=
zq|L&X1e|e@`sJrWatju<w_2URb*xexy6{IM2|)Wg+uKNcN1mFmgiTRV(Y2$<?Kh)5
z9Jcy)jC81JwMGUCwcndQ7sf^De*Nu}Wvn6HanFX8ulvTWR!~g3x<}V+Ucq1MR5zp=
ztV=3;a?xUP>gz?G);2L$pIhq{uPe4psCzJ_cwhC+-GOJj*uIDj+|X4{V?fsd_jh@D
zmsY5+N!-1EZ^Mq5E%UlIX`L9U|5^XhuKHb-_4S2PF-X^EOe?p(H8;ufYw`ix(E;;^
zzFncolvuB?xAXI?J=S+<xvR-(-==-_XN(pCdf&SdL#mNf=J6hnT$q*=>+(qxbnG_!
zP#E08`J#ZPaHknjhs(%NQkuN+*o>vc^`*hehC6k*pRIO|&ZmlMG$QV5Fvohuik?zZ
zQiNG$=jKWbJRprS&FR;;l|e4mIz7My5S95r#gSu#%9fU=W$LF#Lmo~>?8q24IqA+y
zQ#QxXa4y=c5&-u6C19xT&5Pa&E=w=k<{TWh=n|;67!ZAU_{;b6)0<)=hRkzdg$uhB
zs={rrYv_Sfiq4lEuAg|+!xg)&lD5O%CEY(abuMsSvth$th7&2b^3qW3Hm)ow@hK^(
zdaixPJbK}|y)iMWzbpJ@`*ni;PwdyHZWt1LW@#|;*ZO*z)A<6oJ>Sz^tG${(zbo9G
z=~^wRH8*OnH=zUDNhcUNKeg_Z%O`3p)m*?#{6Xpi^!3|r7X6wl6-$O}V?%CFQbBS<
zieEiE?BTl2A;dVb_=~Z#jIVfs{Y(sNrw{C9Yip|^C#|;KWX2{xWyg>cYs*u%o?h71
z)AMKME$g8QWe<KzRxB^71tPF~Vk5CJT+a6T_5(&Y{$2h#X;|gk%~J&Wcx1UpS2Bbr
zI;KiU_(k_qG2E%dB*Z}iYvp)-+5CEZK1Q)U9QGlqdRNO6yMF6p^Xc}>`!PN=ZH$-d
z*rAh;_$n+cZ2Rt+_Iu6yPrq)3YWwps2>|oT{Cc%!TZp!ft}ZWG+@i>985w1Z_q#t!
zN$Z1Phgm(rMkP$(!<d&_T&x&3Gra!kg@5Tq%wu#Fi4e(V6o<3_a49vJ$>XP>We{^Q
z8mAq!!~7V;cpsz39xgX#ClpnIh`^)g!nBfW{CvzA|7OXs>I@a#4wWB11RDEF<`fo&
zy*5u?0yFly$UelUTBkirH>O92%C~R7WyYd_skF#SdoO?1Q{GXQX|9tuR_u<5kT(re
zS*!SO856Yz>gg#{%?E~ue}4Kp7v28Y)%O&TEp)=zyYY43DN`4uA3d-(@Jr!rt>%T~
zu5<RtsvB0Ud+ve+j{Px!A+{V4<Q9!=uX|w~>9HK~D}9N5h`Y?#qC+dqhbTsyJW|+w
zrn3Lg75y_zMjydb-vR#$T6XL^Y5N{U+m0>(?m|lR>fH>BF)MC{oLiLehK40J_Ku-x
z6`JVTS^}wro+&%Mi-$YfE@Lm{qxcxZ`y1vfq0*$J>x_{Y;a*E?tM!aH$A=f*E#BP@
z^nU8nB{@0~oHi!7`--nSomp^549eBlzdq-uu)h+j-c876qx2ml6*l&9sjrxVvQI*2
z#9sk^jP3%yl~3=*4c$w(VD<2JSg5Hc<OYkU6Zi_hGtp*DVbuKemnTf)j8VJLY{>QR
zzmF3t_;~-KUInhAwV7A=y|J<8sTUolNGH3*2wd*+sqn->9sHtiSERd2plbg!x|NfB
zw5lFrRs_}9DyQQ=JhHTDk`yuwj2zU-xg=Bf4$2!I7G$L?lV<cBf-3oys+`<z1bm6Q
zzbz7q2H?O%8^SwSxB0KkZJ$MG=_Th!Y9je+m+fHfSeMHuA=)8-Dw&Uai>TX@(}Sle
zIdYtvLdlwj_V1EnwZY#k(;~6>RC>A+^C?US521e9;Ni4-+k*6$5ADa2Kd3_crZjGq
zG+@B(c|O+`u?R;mzb*|XO%vl*bHg!YB}1*P7zzN(uzPld*3sC74klGjE1{-D)hgLj
zEkr`9hue>E?6#6e#;h>K%|xJKQoYp?v(s;u7WW``8#P<8>}l)Xe&xRlTvax{x*kOP
zf>;qR9ISNt)73BW28k=?ELPHWTXUrSxlULv3f%^v+iFBOVi)Z<e6Z?*^kp4WtwTA@
zPXU|*>(y-Dbb*un$Y{GaB_aQyiRJ(B5B@w;a4LL)7v8r74d%fbTG*haT`|^n;DM<l
z``EnfJE3UkY?w>a5G9|JCr^&9ODL*AW@ciW;nuYvTzw`62=%3AUg7T&UM@R;@<zb3
z)B`?KHFjH#6r3><hp~+N%)Iz)7Z_~mix)55FW$p+7R(&6(MAZbMtHUVaMnkvsbu7(
zPj!=d<;1K(BCA6uY#QV|fJ8=H<okiWgT{KbZ6|o^R7y%OesckFEZC$*+4a{RPgpX0
z_AwpTPV^bXM&!iLj;Q?nd6Rn%q2vCz^5{J(*`4b)U*hzu!u&K7l$%ecHng<9Sgj+h
zkX6Fhp>xYg%zai}aAoi>=TY6pi)qvV+8i{#s7iqVkLkM0AmGSqr=+b+*4zI6K|k;S
zO#_1)MZehp&y-hxqCyj-94_;K#_9q`*i&er{9VoRoN#(uM>4F;wY_ae;<a_TF=$#V
ztE(jt0k81>r3hIsmKS`$g)a<@H$Ye1LX!Og8=G#(&RAo##|7(NZ$Z(*&PrgB`}#v+
zTr@12JVF-~!QPc!mo%>nHy5La^m(&lzQ+aGX06<-oo@yDB9TqE<K6tbZ{NP-JB-xR
zi~el~=T(mFbIaDPP83Ta+WEM1Bd2QEXKt<g=sHTUZ%5}3UBwRVtWw~<!-zm(!GMtr
zchoYmuCY4W*D`T6c9mK}W@=j+t1n!+^6caK`tI<2s>0OdraR}z(*(-fMEoff6|12w
zYr#j%&n>pjxZpXie`qZ`{z$S{mRMSDUH=-`RGUraDr#+~3H{a65C2S^8KT{%fB$=o
zCjFKjzB+M@)tAX8v2uI~{(nsDvjx0E%=C5PL3BuSo(J5zvcBRPH1srx_YRfdgVep=
zCyy==r=jQvm|ao@VL)CM`_nXkS!1H2YU}E7xrL!*RV#U1(z#PdcA>HE9~aB2>MATe
zryv$N;uVyV*&pV+WW_HY?)t0M9hreF-3!3&Ox8GRkED#5%uy6uD#}mDl5_V16iYXa
zAGiod1R}WWOcc1W`G6nS^tOFyg;#ZD<!&G}N18pkpy`ogS9Y>YULMLB-uT<;Y5eRq
zIa+irJ_swsH%NZSmn<xFGhtfjG1bo=@1<#4iRR6ic1z3RSRkeL=sIWJyO56k`;NAq
zN-7&^SQ5ogk8o||KJ6vgurmS%m#te(xfF{ST|f4f_C2@rJo?E>R%Ez$qtU@?N80f;
z7R4F!qkGPt9h!JtC)X?UsRi#K2+CO3H+iE2To42u-|@a5%|;hi?5w$S>ryi^o~m`s
z1_8J$6}$HSg9o*#x~=1*M(sej7fi<p`_z#QD2H=JpeL|Va>ydHNxR$wKm?yENtmI?
zwiNgra`5i_+(;eQf$WW9YW4DSGbs&7z1Ab}aW9x~HON{0mz!wW*hD1@T(SS{o;B#>
zp{UlVCu{bSM?mX~{e{_tQYlulMn+kqW4f(*xMB6xc$9qv79o-*iBNlcgFW5MKpma*
z*T=r#Z*y(>xP&H96D2<YgWan%c4=>BrdRQxIFipjDx7>{sV4#ff9(AB*a%|2BNdI`
zGN+^N`>jSmLn_^{^@nI%GFZIBCAOSN9^ck{r;Z+%uSBARQzxI@ci(MB;GPG(U7k46
zMWw*-ciWctZ{FNOP*Rap?E;O1`yd4%!4mRmM1jPE*{2t#&`BMJp%i<h_;2J4M@?cs
zJpW`rs`ab(<WSRGj%O=YyB>&(p6i>=nO?tiBksTZ_3=ifP8fRbU|!?jj)26ZGH?3)
zynTqpF?%?a4P1efkwry{!70a$&8C+Jf1Wn*Kqc@{huze3!k<j6Li*-+G6>x}RJ5N_
zAVQXxsIzX&#ggRd_Rh`$;Jv-bGQx_ihIG*vRrA)G{$bz0e}|y;vl^Mt_6!)KO(3RM
zQScUbcT!eI(#CSD2mIGCz~|2k?-P8x;menQ_H{EW@13uNaD~Ui7o;hu`hY&c+Q3I%
z*E*~#cvTkIOEaU`1|oqOQmSkTdokfSA`W!&ZdWbW+`LI)W7dKD??hk;YLy4-ZG~h)
zvcYH*JJ9}mZq$UXc(MjV&sP5XZ^3WFVZ*u#S^kjY-~77DYgN*O(2Mq>SPWA4YKgs{
zd+<zkSA;-1+v-*LcjV;di;_F#ym-+MfQl?qKh_eh44)LM2VrDCs^&0&$7}oqr@z2f
zDcpD^>5IUqDv3NtHqD0JR4(7p&yglKhtgC0F-3y=r)vN?)nZGcG(<l%c4te2;f1T8
z>K0I7#4lW%u*=TY_QJ=E%Y7VcF2<$e-KfQ#;lPc5kelm!Ej|4bwbxbJBWUs#?=-}J
zlDkK(xOu&(om$ALLn+{2>vhYp>QaR0k-@>;$}g>)mKM+-w6he~=?mJwWq>*AOV%2y
z6r>>2Wa(w2uzo1k8^FsHv79-9BXjI8xdrL3S3dk!Cv4auGs|Vm?o$5T0iG;<5;yY&
zwon+`%jZijCZGs^0gU^Ccq}UzxU^;?U{xez4#9oLI1N8^zUT1kHcQLmKm#NzFFsWH
zYrgkXd9&6OWQ>3W1KGhuY9o^lGOv#*aAh>}RLV?{zp<pPMo*DWda{OQlNAI!BI}#e
zfdhjyg{gyj8xQK81I;!t(aL7CNmoZ%T24Z&=sJy2YqFenmm7G};*rdko|)O4S(X3V
zajX(7);^jdVzo6!kG^PQ;1OdH0EFWR<kbSi<HvP0uS|_kTaezgg$;+vaQXnb0SJ8t
z3?6*i=I8oUYvI14#G=H<Kv}zV+M(uLrD^PvuOp-TyWLpclL9et`ar{PY@x0C4G$DI
zsuV!6x_cC=`d)B++|AD<+Vjz;j~`vC^SkTl>9PIXEHB_e1&bkGChU9#>fTJ3H-D`#
zr&ZQ3y1RXd2o@BR)b>Y3?c<G%FL$h`#7y5>*I&s|v^HM`hWvUG<Kz7CF6nB|T6(JK
zD~Y!5xpK$H(N+0M)1Z#wKeKp<z#|PM^|eYBbn7G~OnNfnrzYJ>N%9KeDM#~0kDt-B
zlNJEY;`p}LzkjI%+4zGYHUBJ{CplbZvhqS&I4ELpEvlQ^Y@}crson*#X54AfELe~H
zXN<e7zMn})SY<jyn#p#VUKSP>H2g80J{Okr$(n0_xeu<;3CkRDrT+TMl+pAy?J0WS
zP5&~uqx<wz6PU0u2W_~&M#qy_EfE8n0NDVA`*Ennho2w(erlDIqmpCk&0TuSy??nA
zThbGoziXPO>zTwf{PCKD26g7?NVJxZC~!sho~1l`+bgFKd{Q0RtS+UceRfOTy691I
zYN{fIMRr|taJA0Z{FW0<9tOM1S9)Y=C`xzkGiB?VQM}k*znYeU)YAn^;8ghZT`rzn
zbP$NfLcPy|f@#4BTlwbA)5%@rFVlD|fD6g{d+;35d$T_}e0+B9<;`#u_(ErP^QIb5
zqowz-!E+o#8V8hWU(%Hnv(zEmOvBZ>a~ll5>H43fj-IM<>0Gt_jnHZxksNgPtTdf^
z@1S@a`Sa$m7?%)%Q=1ZKK3PN=|2%2!&{bjMq!4X?^e<u<(oDz+v``(!j7i@3dLC*;
zz$^iaAv7cFpy!8Iw|p-hy1!}JzP10%qH<7jq_Y@GRh41TcE03OBNJ{{a*kLri}!i*
zig`CCDo?AL)B%^dJ%E3@OI0VswuWi?$Uk597?Q69%uH}*2O2nJ${Zt$?zqeQ**uCg
z^rlioiq7FM1D9U7M;ckR`Rux|n*lVS`#jc9+IQ=(-S#1b@pT`Q)iw@OMI(cN9OzID
zGERWqBJj(#AFDBLTyMBCyXB8vPsX`?Qp;E3G)Hu>kL3l3O8tCl=7}`E9gm3&CfR(^
zYH(H^cqO51>f0(I03S4KK}gZ`nXrUl`4-XrnK#}?^B1)CV|RR61wtLi@h>VrHXk=#
zJM|^=B>Thp(nyLP02MhcPR_G)i+XV`)Y${=x8Mm3qA8W_KS7%1Dqhf`r5jY5DkRUc
z!3Yu>&2W9={J}0iqun_<z%&^Kz~IrbeCV<V#TFjQO%?UDnw2ak6eR(^z7kYG6mQR}
z2|==mxy8NGUh`N3p7Bst>6DaR3L7PCnUT5Nqh>H0%+8jo0H){EG+tXk=Rm5XpSjjF
zyk*=ElKfxXS8NvN<Gi>hkV>7<*|=~ZySYt3YUJ6r>;c$s)Wr2Jt>4ySk?VobCceaT
zckIf$9XAqS3w$f!!LekznjhEi*LTeF+9$hqcz7_Cqn9Wu-Q1An_W>cFzhuek;zS?$
z`}QH6k{$WRJm3xDU9@4W%#Z1$%p9-Lv69y4&q*7u77A+1+w_K_{ItFD?x7XZ$6{hq
z))fz@@po)%X^hn0F^;)?A}+D%Lpxz)So4H_h-HP@qO*8B1f(t=zGTeOd9BK9-Czdd
z@c_!ZY}t|vZis$dT3!8wnx8ed9G=dP!xG;ed$uF;nV7?;2TFAFQ?3f){x#%C4IMGU
zmjEl#>54rKGGS)(zd%nkf8xTywdfmiFju(H!f|Y~8ozxRukrleghNI+RzLxLDL+Ao
zIBO+?ra!IT@&KCimG|#mJmXV9K`>&%QpYp#_|b2FyMNfV14fHky3_-VcJ6-v$e03p
zc{wGemZ{BRQuLA~LK8>+3%Uj3>7+>ul6bREMWQBB*-@7B2n}po-+1&b9ANql4pD60
zw2~8f*>`iiQaN?x`P`U4F-1{f<J+55DvcQGDuKF1L`wroU6O)Yed;5$C1G+V?+no<
z(Q6>TXW)T5PGeg1<o@8upVxDmu^q@MD0HTRlxpw9K#RSjY_3+414#Sd8MUe}hTIpm
z|N4DX@l&q(hgVDdZlm@VO>)cp5Z5Vdnuctz{5dhkV!oYSC`^!a=T7`ClaYPOZ6Ci_
zmyS-CEet6pn#+DbbkZ_1d#py*AChk)`duiz97Hw^{qrlYpMRMj9e4YTp>jOf%z=%G
z7cS&+M24`v65rMp?6^L4juH{j=r%CC#<I(@%gY7d=8NFa`sSr3DTiDfL*V_p(%kVy
z_rZPTuVMJvYCjw*7&c-=E`?(wwvQ^(ZgR^vWrd<*TYhbmL;28(S>eScC61(-h{z-k
zN$~>eH|EK|Tt4$txQmJuZSv%k0E0Uv*bB?Y%v1RMsOk)%%a0!;LXbIXF4>{s>sMc^
zk^bS~^O6nJ^OXvZ8w88n3GPWhb(=<tT$raLn&(MM%1r)}EfR`x8wz~^&sVGw_N%JT
zpI@&J&rzBtu+U4BCQdXSs&K2kT$!*zag}}77d9oh;MYNPXTs8_9|GvD{P^)+b3CFV
zPxs#YLHdaB6GJ&z=>3Te$^ke7%PU(SZY<eDX7bbZAWI~Gi0`O;dp9By7oM1_K+)RN
zYCem~=9=xRb5#@lVum$b(5}5Or9#*LsO@M`Ie=)ljOmG6eb-Z)LbevNoEs3~4;(pC
zR)`gkdwd*by~kf)j$bkaK%|i~s+z0zfy)&21^pGsQ}f;G8n=v0kA7%92o;k8Dd&qS
zYNXos=e;*FBZ?P*FEXSAwP1F74}oGQ0{XdR9{G*~Nf_8M;2U%HiJ$3Oo&RJ|ucsq;
zd?(gz+EgGsiFD;O*$!Xc-W7QY(5~GlPfj!Rv|UvF*Sd5HWHzp<+S&&JF&I>A?d+-`
z?ykDmJW$;jqRlIbF%YX{`$T5Xx2=ED*lp?x|11V<Q&0=dvtUO#rNp6meAoA7vi-)z
zKT<m)Yp$>{Zv&ihBXFI-hS;ZXBjwN*TWj>Bha<cHin$>idgw$LOfG;w9xIT#N$mdL
zY#!H^`X-M7mzPYk>=tS&ameiUCRQ(BA=>Rb+-1ja`R35ik*m(Zx6;V`!)$6Cq0AMA
zPTWZ!PaiOxR%JT!O>5I9u@4D{0zEn+ZvCcbiv+#1Y-#hPF4GF8j{SAv$(n2>U*L1_
z5O(Dsb2a4b8!B^LHgCpXCXv;hW3ES!9^R#EUXQ6zas&hyUrMrVXNqdz6EG6=NU|(n
zOUo(c^0R;J8T)#rXQSbgZ?txEl%*1AdF0*hi@3~0D`F+xqj&%`nroW2I`rWdodWp-
z{-99~ruFX13oH;+SW_QF39NMME0Y$Tb(8%&EX`e4Reh>TLF3OTlfs-FpPqddRSr9J
z&tlp?AXYNt<uO{c8>*<PewHcG+hj9t0$>!Np9?B^Mo!2f#SnAh{v2#43~#JBe$}{j
zvdm<MiQ?NXUlzIQEWS4!$l@dtzaFU#>cTru2fvapaOHBjXyzj9v^v_J$4vmne)#bA
z*#&VeYRe1cK9&Bw{9P@~BsQA{N&GCbdUBsU=|%cV0p8z63Wk30goj5TkhSNU*Bv@|
zu)+8U84_dSA_!2XDYd$?v}DoqaW?-9K`qGcEl?_$uQ#k1%Bb7?5FzOS5$zEeydt9A
z=T_*qZkw;E2(X3TPJB0~M@YZ%lAHpwEG+WD=zh*9{cmFca2Mbzn4l|Np3amhjmbX{
zq`*vUtQpt!hn>R4_!SvDzG`u-@8<_$C_D*;+cT3`tdRZ_Wr*RjoUHsPDmRIJ6dS*I
z)sRf7J0X$Sd9u5@;V}>A_!TEzG$&PY`(}Y%@wW(P=2IJzdBTr4U(`oMWy6!~%ZC|7
z{7!rv3g0YjlFT}kjWZ3sg}7xOHXZ>CD>%ikIK|JJ9rvUX0C8t-47xo$PFPq64j9l8
zkujKWRT|~Q<q2=z%TCT$0<ELyzO{*^CO`~<q?1`<k#l1Ieo+S-CI!iDiFMJG5C%8g
zOa5%Dad7jS8b%BsF4!jEFT+~V_bVw$<A@}_EBpTa#HF{AC+9xAQn{WaYa0Cda75_)
zELNVGKa_7Q9d_q8<GzrMb;Og=vu&qzilxHFRoPUBw6Px)WP|`LDQO1(GJCp;ii$>`
z;2)R1Ha7=w7_i4s;AkkwRK0({wd4^CqwR{9r>7^|02<cL5GG0!*2sB>MZ>$W=X)0)
zeEstphZ{=mm|GW;lDdm+5_v2I9a&vZhTY-Ax89zvY~rEpr#zq;XtHH&jnZgnF|*TO
zdP+dIxqot%?B3t)(aCR(ja9y>)$gmSR=UeOOQ%ebnQYP;Xp!J+o#g*y4Ge0`q($=z
zuR!{lXvoc<)$8dTDzyQ7OI4z(=SUC8gOKfIBAqftVdGvolMOxiZF}XS*=GK?f93S_
z@#EbDp?2g3(jIakQ_mXXNjp79Gw;2QRYnIB$$bcFrY01v1U029+ik9uOM$6z<US<8
zfJp(CT{QA!QFw^aRVXZpIa`*YVzNQ4`<&hmlK&SsMmwE(`aYj~L3%F-Nj5Qo*Msp(
z9GJD2m(Ct%3e9ws_^nz`E)5#s6kog!qe2iW0bz4acdO}*iqHqF#yVqy$p#rNxX%^5
zqJn*(us%H6PcGUd_wT({`=<}|u}-?`){k4ItGHWkJXwJMgHDC88w=qjOb(+f@&G|c
z+Np5`w?gH{%gOkON=E=(bPh;71Q>_cqJWh@>d$wDUHfyx-5!L>nFKy$8Sj;I*z!Nm
mgl8xH-w*oV|JA?0J6;;zIdS%l9YZ?s&+Hi%(=VFX@A*Fghk$Yb

literal 0
HcmV?d00001

diff --git a/_images/8f1266b67212917045c70836f6bbb820b009f485a570257b75d593d05e9c744b.png b/_images/8f1266b67212917045c70836f6bbb820b009f485a570257b75d593d05e9c744b.png
new file mode 100644
index 0000000000000000000000000000000000000000..12d60fe73de4ab11ff9d1de7426656c69f29bb56
GIT binary patch
literal 75811
zcmcG$WmHyC_b&>fA|<GFiYQ1)cPSuBE8X2)(qVw8q;xkb-6bU<NO!j=-QAqIec%5b
z<K8jOhdahOA21&t_TFo)Ie#^uk1yn&;b4+tqM)GQNIn-=KtVw>LP0^@xp5u-#rHW*
zJ^aS!^i<7B(bmMtMc=^~MONR*&dS!w%G}_tv$2DtxvdSyBfdxMOn1$koa`L=Sy-(9
zpBFr`bueY2mO~qZH^H!buI`9}f~${wp?(wjYL0@6f+8vYM9DQ_ZOX+}N%`c*_GV|s
zp(wxP4UF157E5^91Wz))eYm^P(`cZpMNs%I=dJNmr=r5UYAP?Xp78rldq}_D^W76}
z>)Z^X7BjeFJ`h%uyx1nT&|SNj)MT{K?a{-x`O>URgIV+jwJ#q0A|q$Mf%)G*iz_}r
zjYa+u{wL<+RippDMxXX}D8_$Y?Hl|2G3~$a^Tji{_y7OJCC3L7wl5#zH@CFJRWl&(
zum0~1(<C)(-MMf@&RFv_%0yFNu)1!|PHbo@DK#?|)V!^)7dbdM*xQ(j|Mu;h)M=Sn
z-xWX6Cq_m_k$*k+hg2WpW8!08^S?=PMQ^Ur5B?TRDWsvVo2L>`T`hp=_ckUb2D68N
zkkG)=vg1!%xaF7y+)R|{6?XW|WcL?M$cq;*9^2U!j;(C{B+@N(Ue~yShGy^LQa@i8
zB6L7Z<+XQ9@r#W9_V1tHlo(n9Nt!mMsu|ZUO-)<NttXyKNoDU%ej;EjEGfw;%=5Xt
zK#6SU_d4N>jg3`PS1&T{Ny6-*5OfXw{oCNY2=17a65|*0e1oJi8@s!2`ibh7^E2tz
zCFJHZmD@~xs;|GaJ`}K<Mafag`(1lDJ^v0@SZ|>-)@tf|<m{}Tj`#6jsnf&N5nMVt
zI+X$)ZG8_dE%IvT_22o`8`*`m&q63i$HtT~e;uriz5Du=uIW8a&YsqoA@VcR=E7df
zz#|`1;_|nG|G*|@MS1q@SwdoB)oOk<uh)r_-@IG`Z-ZfokVHomb5Ti2)5u74E0s?I
z8IR52_nU9tym=Toq<hon;@DJ)fq=ubd(gI|q{Q%KZ(01=Gsp9jeazE|v9awRXt;$A
zf7>x9e2(VOC#R-J_#BM<*15U4_twTr6j(-+gglleDp=t4IXiqjJUsl)YijA`nAE<7
zg8w#JA#q1E%Oc!QV_VzDYgmL^C#waH3!Nk<hnu?8W&xi*{cewBl!@mKk{3CT_;`n|
z*kTA-mUk*STvAi8_EM|EdG_}9S%tN#1v)6?0?xVpY~ghB3qRhVY1MhE*IWN>j|`*|
zp|rGIg-5wLlYDe^glRohVv2j~)-7>y@g;wjw>CCo)3qMU6BV{WSEP{bA}QS9hbOA$
zJ2|Ok(iQhJkc4BjP#>*Fa2K1U{*3+fU|lR{XlJ8(bLG%$CF|>Gl_On2{RO|g;P%x3
zLS}=pVq<b%yOj20t@oiZF&~nXbu-tECvM-q%^<|%wDiK$%j<Z~p9+Q7<AA9(n4;SH
zc5r<+jkJ^$a;JN%BO!1t=}HV^)h;Y3rrinDG&ExG88NBF(dhmi!2mo0f~O`XwBfX}
z_n4VwFVhvWmZqwCCd#b`HZ5&!3odI53qwmwIbosDetf2R7N}7F_U#obYimYp7U}Mn
zu>F_$BBg%%V%*t79fPfW0~_1u$7@vOB$|8ou4F1?;r`oAWo2AK9tX{^Cf$hwtNzSU
z=Zwft=d@B;$bSu01J!Q(_tVECIZBZ`V%G)+24Y2ggkclkd+;E$(OX?zT_P*FwpQrr
z)2ET;M1+JZ$p!6j7?1yi%kz4l@iMCB8~twnSRrfhdtpHW&N9PQ?Wymt2BIl$-Fi94
zM@B|=9x4gzfD`_&EHS;6NJn+r{RIz>QOMT#)oK`*e&f}Hjj0Z4mRj+Vd~JIN2hsFC
zR*S)hUVQHt78jp+dU|HAfBg6nrJ}2MwA#g1R7@;Z$b*}Wjcq8OWVqhPCyGg3)WqbA
z_k~*QhYvTRm^I&P<e409O!@lzt4bxa!12-l{O|ZYy@7*s?Z?E#X*m`H8Wf?e#bh6L
zp9{}v*Lj@tgJMc<!{zZZMtJx%0s_^dwo@19r~5rK-5HYMuBYo2<|Fx26o+Wqj}MSq
zW86Uq8@3%TI>YDDy?bwAS%&j8TO%1&iFs_aYRB*U;x(Qb-9(CV0IS2F=UQ4?u7^`D
zFLQ<>ljLP(uQ}}&zm^)qCt}tx8axT25=rXsSBQF~ojs!hrITmIQ*3j(76Ti*X1$2R
zq*HHWvdZ&l&VMNBtCig7Gb%4%jlBF`vEj6*SZ8NvYL#~SeqON0Iko!5pvE`etE{X<
z3gQ-2$lh8H7h1W557E&?@Nf-bWsqIjBYcWYL_~D`Ci$;MKP<SYt5>fUy6u`67#OTL
zO(zPt6gw`;Jto@w`}glQ)O|EoyV=L^;u}lvDTR+_-*v`v_(w$GH#RmN!NK_u6!cf*
z^0<eh=N376XN}vgg;H`#%3UbMAA^IxJPja>d@m{?F22>lQlIkT;nGNfF0&>hTxS2j
z2GVFClO#yu<Kr{!bLj<dj`r!(ryDnJ=)pFIN+DZ60|&|NV9fORY`3S+qAZY@?JW)&
z_oOrBNFq{Mk9QYUM-QORps~7aXn8%pzIA>$vkQMO@jP~5XJ=oUtm5!F+kWQfg`El|
z{%orWm%zQX9eD`4-p78>2YxRvoA>TQ5n~nd8&+d9gFpT2q?I(W$kY7SN=@#G5h4$m
zKQlA)<o?}?`9FVr!^6WrTEH@kD#`w9NI~8Et0Nc~7*+Gaj*H!S_GviqMvZFs@7@u;
z(YJJTa&nu1;8m-aM!A)F+BnjwE9fMJ{`>xoGWWCm|MR2%FZFL~-)j?fUPx12pQzAu
zij8^>z1ntK&{0+FgTQ~f3tr=MZ+KGBk?Su`EHf9sJ1xHzP1S?*5SfI9iFxndy+(ZH
z+~KxxIua3Y!G?wg=vTM!@P2H~H68B_$aiUT1(dq)TTpr*>1&i(_`$bs%{C}+M90T>
zOjbFPa9Q9}Qc^;buRA}O&`4zD;0TZ9F#Y}auU~pPR7LE$U!Q6AZGBnk|8?0L)PWgD
zOJ19<t!_M6TeFf&<oAn=B=9&`%i5ZRCtc-z{{3R~4H~+_ix)qjLC7jDJ3twc4xto6
z$`Vq)lf4c|;PgDsQYv=cHV7a2N`3S@fJLp^nHd^lWp(w8b3N47Y0q8R?j#}U=ttTX
zUX(!+P1-I~Kaowh5NirYi<+LE9-C4yCV+@#_$x+Zb8e?LDzZa9w6xF6B!`BEN};Md
zIdN*_MWIu97WO+Dhjd(F&s6xBn3!nJa7MIQvwJf?Kc8IC6_1Cf0<$MGBO@kLF3RS3
z=P#VO6eWh`(V}_l!`<Co8aB3Dy1KeIDfq>El7uW@B_;b@#MXKo?hMF_uz8=kqR`63
zJcb4tE8y}7if*o|fba5i-2b4yTl>%q)1QUFvq+gKH|?S1cUt<f)R#V1VM|3C^rg`e
z*4_L31Xa1`kW|o>l|sPz51e6a685X;=;&9jTtP}m=5FiHpZ1sMhx1EIA1W$%dV~(i
zq2_aCpZ@KLUhYj5%hbb$;#u8j=qK91(IeOd{l;wI3y!n1GgR6V*z;1YEv>D)NAn@`
z^YicW@|Y?3o%Eo8MjkLSFc?4y^Y!!7x3rYj)4L0u*CF$Sh=5>w(y?a_wm?Y<$KkXG
z3p9T&i}ciM*RQ83saz6F3=b3P>dx>dFG8h;_x4ApbbVak)zJ}vafcS*-Z*J}OXFFF
zKZ1?$8b1Kc=-K((F;?$W?=9R1VCBPy4|kz913-h_^K`L0alfa`dV)}1zDFP`{`2RC
zZ!gnbXWyX5u<BnCxjf@2sM*0x<bP$bx73G%kB`r4HOiW=UEPwaUb1y~XbLL^1*c5n
z74FTOwEX;WieKfXiYmT#22%*A0R%2F>1rGvj`F!Yoe3o6`h<plb16h#PVS3*vhWE?
zH(WAQEmlBk#U&+3`${1TbJ?stEcQ6GG3ic_1RTigwsW7#=ZuZ$k(ORp9M{QicMRLR
z%ZtN$sE<fv1B}@YTT?lm`>oB9o-D6`fT5+O=Db7DGAy(cv<ro;ksMVPXd>-?SVT*M
zS>dr3bQVvc(n1LfT-aM4(0F`0tZ8drrje(Tr(#J#K~Xm2b(pA<Gi2fA=~)WftqS=w
z0K+ndNU782JMv2*Gv(ItguONs<+AnGy(v%N9iY6fRuB*nn0tA7mCd&V4cKayntdkh
zy?}K;v37HF8!s#@lrmN^-d*U@h?L4y&Qcn$^E$PFYHPgyMK-?l=g*&!2iHnpAHbG6
zu?C<wG(I+F4&W(gh8vzwUUG6WH#2iy<Mtgoxxw$>zgxiBKrXo&3VNPG*5Jl?Sx%$3
zbQDwHm2rSIK#B4WMvDyL(gqdfl}BxN{<LX47I4{^6eut9oXR;pUWm8NX3nXBgJp(}
zL#njyjgCv1`|3D2ICvZ&a!voitJPt1)b*AiGRv2W`f~qzsOSxS@%8btrhx%P5uUZ9
z?fE}{|1Ot2gf><Prz^>Qg+47kot~L_sE4Zh4gh+j=$#t^*m2)q`3WFkZ(_JWHw13Q
zJNVY?ckj>ua{u`ot($*9-sF!<2fGJ$dx&g2_bm#FF6hA9J3GHu3+fl9JvQ?SeP-&s
zFmQ24L~deY{;oUSm_MBH`C3|vpQ+FW=cW<BUav(Nf%_MUVDh$X<s4pzKQ{o8&wow!
zPSdV-F14O0Z}b-Pzj+O*+yIITz0ciI0QoAXJ}NQo$=?>t1};XrK9VZtPr7c3dF|RY
z<%8kKE*>TkaTPW0|0%xE9`J76Y5>64XT}NWAKlj07WzF3z@IVGWYi^&N5l8;T29yS
zVfv*ta=W;=0RKq!@!VfghF3AHkHAWkj?@E(I@|QQOs}krnQsl*g<IU&Zl&UYY6ho9
z0<ib~X}QHvcK>#sW(BQ?Nb=yIQiRk4AYe?|-y<@mqgCAMijAm=SakltCAhk|P1)Dy
zs1~FtF<{`}<T;Yj(9l@c6l4}wR1`QQsp;#dUbywK{+H+K8=apXF2bW*1h9H?Y-kMq
z%XK+3`a?*FDS*SH)6;=s;|_}sr7R_7n-Pn$>p3oN|6w}eP&xX)zp{i|XaS<q49&|@
zOG14o%%93TCQI?FN|pSW7Jrb0*jKs4qowqa>`4|@*1{;}%G!*K4AS+*l@$xNH*)Gx
zE%gi&3!9s^D-0j`|EI(LYA<+()Mu~Xn6J0C>;TD+L01MYW7-+Rc3r^M&W;t{RWxTv
zW$A$cK-1dx^}clU$C<BFviA!fX;s2rdRO<gV{9z8zrWwYBNM<dA9Oo}EDkoQ>cF>?
z2E7Lorn*FsBTIIEc4kpJ18A}dn4t=kiY&{K{I&5itRM+R>Y`S_xAt~+DX{%baudJd
zNO}NPhK+9|<i7W#yE~YGQ3a2RN;lQN6Y3f;=iTGQ<nZWd)%3YfTwErd#6W_M;Ggy<
zc6N7d1+=yb08FVEhiHz~<kjEA3JeZjfR29B3V6>HjuHU3E0I!uQke#mmG);l9V`j_
zud)@Yva+&HX6T@^d3p-!dhIJ`o?~KS{_5yJ>otuy1B$`0R$|tdMp|~u$?=!P4u`{^
zU!>9I&w&mk2)NvYqd&t9n<*?j{CMW_;_FOQRMfvE6FQtUWE;EtbpL;P!>{)Dr*IKi
znwk@sA6XvrSZz1qid?ne_R0N{<oX*!_;ihf(rfSKO)BBQ<YX#%fUOM;sS>Rsr)wpD
z78f~y=Z=?KOWWJCc^qyS@2?D%n)SUkANZm?T5s4I97xVrEIRJ-8nEc<p&NA2v2trN
z=-dk*>5@{sP7gA^es%ow>sGndn5eruKT3$;&JB@^BO0I6iJ4J&B^=)L($WZMpxg5y
zBE{wdwC;OLPXMjQa+=>p8bDinJ8a&!(4xWtr3@WiwuL(Wa^9HC()D2G;)<-P5uElu
zwMIeEJOH8nQ*St;MkXd<p`j>0HtR3*bw$?U%>Eo2B6!W`xUe<lGIQ(B9Wh|HaGHm|
z%2Od59iW)ma4re*<DjhNZCx^xqU_ST;Un<Zj1**y^lPO+vLlmDkq3RPw7a`|JS;2>
zvuEnjx);LwA~{~IC|TRt+4=pe=}^gPH2_>#LtiXKnqnD95xFnNPoWK(L7TIOGG$#R
zCnu)?MblbMEe0toL$q{ss-r}`!smMf<H)6qtK?~zTU%R~0dL9KA#ZDI8;3HdK}Jmc
zt*pF!_~hio!XJn1i}rUXbHDRX0Rd%LgiO88OTAAlEiH3ixwwqH_xHD4>`5-@YH#n~
zR0VXD$YmKd3{`z~Y3Um%YaXSrJqzr|J;dUmWmpd^T$VioWLq)CLrW`BKQox6$Y?!a
zQ8vD}=d=zTv@9tp3AwBFlqc^>p^b2Q)A&81FV&#wI{Wve@MPbMrp_*ZO&&H4#1|b5
z?4$<pkD$dH9RH!9NH6Xb|Hl`Q|6sk-R{Zc^gI<yCzkTB+&wrZ_e9Qk!q{CL{#Djt(
zDtZN;J3weh)n_-T<FNBoq~+vpUR+!}jC4pY60G6|vCnOAVf;R7?3?@d@8b~@n{8O!
zpcW5*b$;?Hj>pz!!$J-JKd&14^Y2xFBGA5HIuQ{?Yf$8<<c!t0anMKv{um!0Cm!O!
zGFNTtBc8b0pZ`8X*t)&Do0gUJ#U&q;O;%4C#vj`}YV*MLFm5jLpd#&kYenmP+1sHc
z&&OWi!MpKaGrD>6Ch$<sI1z(TXRiA}MY4C-EuLfd(UOFzs(a<j-u1D>ku<c5F3p-V
z3tVScinnmE4r@60@8kMEs9YkC|9_{6#&F%80Kw;Q(h(PViujnrx$25@Zh0ylWVSVL
zpb~(3DJ~)5016`JDI8-C<92*t@^+4nh<5g8VL@edvH9a2M2`~?5CF!jjsWTJXF!Lb
z4->+_@xNMWKG|Qznbv{ph?38jg&UM<%SBb!(V>KGJGa{-Qm}IjfNiIZF1gUC?e@Xu
zOb8GnnrFcog@rHbdm`u+LEz(j`SRr%w9d83DugwyB=>Z8n>2s81^C_ZXiFdA%?n-e
zt^JwO`=@JD)zOmSv}^#T5Qzc+TMzODohxv}6|RC%^1oNno<K(><jx7aA%BMt?m6vg
zfa`kMNabeTDaz5s>E`zKwmu+HnFQX?fE<eL=Ou1Z3O)ydg>nQp2-FJu@?@kQ!Nxy7
z5#SRMl~|3jTUl8x^`@c$oSRP%5$@L|hvwah;B08UD6Xq{6(2waEa?$8Yzuopdz6e9
zq-<_Z57a9yBcpjzxr(MtqpQqv1i9nk;o*h+;0DeGXYG3LL}+&sLyx4XM`+;=z8DR^
zUXuf{0yNxv?Cc8lT|+~WptRiqGzH56vO`N(m#j|%+K0eEabSNwm)<SG6w*M`0G5M-
zEm7YCtx3I550!+31c)H=eXtO^b7%0_b2())Ytqv0fex`30$><*is(U^hIUSQ)Vl7(
zJd<{~jjHp#1g);(OHWxVt6Xyi6O<euP8XcObm|I5dex4K*6a&S56gyUoyRLYN-Ez|
za-~xky)@n9irud(Cih?|dbe<9S}Km&|Gl)vCKZpD8VZf~y~lX7c>cwo`)|JN1^b(E
zWtK{P_jMjomx^S#qdZs{=M*0yRod-6d;9fpCLizVn|24=A6y>}m6?YsWXt%v4bX}+
zGVY^*QpR9)xV_yc5*-oYTT$WSx0sikyS26Ttx*2?^XHlD?MaR<E_C$t%fX9T?NFdw
z&yIH)t!LoS!(rtzH+TTM>=l1^KUbMEJ(tCGt(Xuo9dg{GsMiIuk*63hDKr_cJu1f>
zPEZV2S35qAs3aCvuO&HsJ&YgyHd?5r|8KYMIFq)vFbe>JpcmoUTt6-EaCZ0DOIwC3
zOHx{g56>pMp$NR9#VkEp9F+3lY+tD__Pa8!RJg`QQZ}G8kueydmq*_#GMtvuJ02uH
zV%L2f^wj#V)t>vXUuJCqc51$Lc2`-O0UEnB4~VIlE{|Y&KqNDQg8-#wFq^4NLsm%%
zA0W1^Qd3BrMRkOx&a;;h&u2C<`RwxWfR$@5>K|1J^ym0hlUQg8K}iMJfr^UyFfxel
z*h0)!RrU0$iQCiNrHHmaW>)(XhwBrqV<o1jN6s3!CkN{t6RSN%i~Tq)fy<`(E5p)W
z!Yu9XZ+!I&WP5o<TAA}@HE=!|GQP0(A(O)FbMlE$=uw&NC(n~csXTg@=U5hg!JMys
zy?1aT<59QY+Ex6q?N9=L*%M>YVDD$or}a7C={y}+e_0rs)b!;-LphUsgf;*N5lT^?
z%gMF$^vKr>@$tn1BV9R^l$6Y}(~^|LSYBQ}nFl5&DJPd-C_gs8azO7<$538gJ~}?G
zGHzpSt-UDHd_r#77N=DG$okE>?pB+d?oF*~)E__4DQW7uT)As`V^DZJI0j4IEz06R
zR{_B!Mq*!s>&Q8A21P`?#I^69-A=!)_r>wzK58sjALHYsjFFi5pWcskJFM)u>9=$9
z{Im?G4z3U<?EA8cuHPgbYKPA+@B7Q`o7P#j$i_{kH0|rdMiWNsH-k53N9KmhFMRx&
zcVAk2Vhj~+>hGcBO^#GX=K0Z{YD_Iu#ublhwop@3gI=}+q<^Kt*wnNH&hN>=(D~f{
z`b2bRrwpL9+!<4lLd-Zx-48eNW=w(F6SUY%Jbl{tMV1VVi~Z9G5&1D;<HcKP5}c%?
zM-24A>oK(}S5T;##U!z-{mpMNGjS8&iIPb@eU_6|shrw-ncru&=V4K*;cMSkCP^$l
zjia`Ue@3Tpc;W4NM{w)GAP4as+1KGblb3v*qnHe2M<)1Z>}U>(*&-@xOeF`Qe-{=U
zmir%^&&R|N1GfR(f&S#llg=ce_=*|tcz`jtZr^SM{u2zA7?2VX6hNbfgWp~XZa3dy
zQZK#=bq~>0pn7c|9-`|3iS0}lNnRfKy4%iJV7D?zPY87s=xVOWCIB#(>o}y%Ku3Nd
zS{1?p!HV$PYZ6sjUDJ3j(6c+?xleO>D(ChlT*@Pfl-y)E`{Q+~m(D%81}VzIcL%1i
z8zZEC>bl%{b$^6bpHqXGT=!bM&d@aj7nZjhQ5<WX5v3Z;RaI3+#>Stcqo3K>JOW;i
zFyQFWhxGJ_PzTlC(Ad~7FOL}@94|lrZ_tdw!|#C7#mmR1e57S{JI=ppkJ--ifp{%y
z^1kmaTd@lN)U0z|&MPK3zkrH2hf<5}g><yk$|v$i+SZ>(MeBOU0+L0<5HLi5yP1Nx
z01D%Bh<cI1HN>s~k|UO-#BMXmD}4Ot&iO9<FstdBSOA1^K&9fiEL)&yztk6s0kK3S
zU#rcsptdEapiT;`47Cyy91y)Y8!q3P;lqYFW(iB=FElXaM49r~`}0_mwd8$S^H8e&
zs~N02FF{n}`vrU8=?THnJYQuo1;5Y@nwcC{{3<pOpfkRF0gH^_yk{s!6*+ZVir(vW
zC*UDAO-ztcQBj@C0|{f+EFZjd_3+@SOOeeQyr!4;tZ89nw!(C_*+M&IM#knU&wY3d
z*FlG<uht|0JuTk0t_{B2CcFd%1=Xq?{!;V|R5_Z0#08QurRUZY_-YVPRr@f(S5Fxx
zzun%g=_sHP6xYIM$@pa-x2oxl=wyTSmEs)?sXf$K(Kiym+1`a(hO>TC;1c(_J~1<b
z!xO)QRr)FSqVoFVoT0FY2-s<KAUS1R%z&~P79DL`?2b=J=&(M{1r^45!i$`o+-xYD
z0Q9glP`aEpCSyTEo7>!+*+S!bCQp2N&B^VCcQTHy_>UjaDKj$-QtU!JR|(?>#Xekr
zaKgc^HNHDl?uFunwb_>1e^-Z?@KbnRO_w-DB#!!-wA~BXgt+QTuT@%@F!j|Hx*H38
z-euhBJv1j4M7JXE($3-U=<Y^rKd>iDY-faTlJh>+(9p<hfAJ9C)!qF!=!>9GZftBs
zzNZHDDD}m|hs?}>fv6*>D^o#IUtd3SE(n@CF!IoZ1Q`vDackQzz~mgyj_iY}M0E74
z;egh<@27!0w+B@Pz{C8?ipJt4O^F2`anh&v6j*wv9(E?of!bH<`g3fS|HP-^?MKFA
zjvN#{Ivf^1y-7po*w_-6b*sT7H^%J9g3ah<Dj6T6Zy`#Yf_A~^a7BaARTHZ>uk9R1
zvWLNkK!~1Zxs^W9x&&dbli=Fclxlr^Qc@{1vxiXbPN?4@Meq2yFISx-H`n4|zob0Y
z0er;g($XLde;yrGJGX0t+VV)Zt`qcFdgi=J6+>W?z^aVkpuFDLEd!>x2Qu)lU(erT
zlf3=<)ih|u@>cFTwF9LSF;@Kr6%z&ayGzt_lXp^e2bv6S#=hSQ0^)nG1dOcqhiYnS
zhOdvk@fN1!9sQ*#GuUJu=B_j)HvGeX@<yN9WF@xc1#Ujo>kp=Szby5vRnP4SALpr*
zfOwgfmNr^!jOC9@H9WJI^$CpYscM%I+{;z)U7*C}uqO9M<N^rU-~S1gw9V9aW%oMp
zG=c0Y6YIDED^^fc+&={oPcB)w3(DOwC<72P06jAiZsZ;f4GFK^U2bk1J>nEyqL?aK
z9wp}qf$v!ahb*WCfDdE8z4g?@Ppj*;P5Dtm<KMl3nxb2Okx-RtqBV2f>6xq=t>g-|
zcvI?7V?%-d?&|Cs)&RHK;K_@M@WjL}Q2f-v3|Jj0pyS{uX+H;R9IUS|wlj6emVi~l
zBPAVAS<oFD8|y2xR6UP-lY;dFQ0HC~YkGP*qPskJ@Ze+-mrA&EuE`&PlaC%f3ZxW@
zJKd~L?n{5Bd9WqHsQDoQ%ev)9Tzx|{n%=0^(m9W|D4sqW*g|Q-gMM~yjQ;pud-41S
z6rwU&QNqj*?%vr~3g9!s^!r^<jX^E*fCXn*7>9^kw1<TCOg12iF)B9ppA6U|a@h%v
zBmJXC`407PG?kY~92^|j?PY`HQ(r9kE6c^QUwaJ&6-vlY@I+yer2X7X;Z|~WYU7}G
z8CqL+%{IJ4tQ?T$TAP}hw7M!wek5)Ed33ZZJIaav$hxnK*>Q*4rK=f;9mY#4Hi0LJ
zJw7*SS9th*4}Q=zd{UVX+H8Cvlb7qicCZ?%93w`1D;DpIi?P7jreyCo{eBBGj`m5e
zYz2LNYG~GmKoW8_EArd#b^=;wGi<RN(RN`2jU5n9&cm#2M<*vEXo!KNnI6oF3JOO6
z$kpq;g}}V?uOoVyr*a3ZasYQoCjiD`(jGxS>2)~8%gY;6bWOR?{&nA`m|8}D#ah4(
z?H7c@yzJiGPX8`@aYS)t_-$l7E*dOnd!&J?yZ<QnH+}L((PfWc+43F*5v7NsF)CRa
z(WQnx1~*7<7}j4U5`klT1t<|H*GFI`9)r%+*4>?7Di5l574W0V%ZpR8?z4w?b`K6r
z`ZFYD;y5v&g+u8?>?O<L+`g~lsyRbvV4fmh&=lFAZvnJ=Qty4vw0inD=lM~6?RU4}
zOA2(a<Tv`ZOYeCwOFpA!hz_=9GHbmo>kr|g;<LbRoi8@3Ok)kyc(DJiCK(($b_4yf
z=i0PCe^qV$A`QT7fzpDIv1K@JAkQ#qmgkDHF3it2As_*$WDk(3qqUMAAVLv(xz}^^
z@<{ld9zw;Z<>rn8k$4+i)%iu2)%~8XuD{irb%tQOIxY3S0oV3(Qj$%J#-(34kIV&z
zL=D<$z3(OV$b<A-CNz*9c$L}hpSwyfT{q-$Ych-HXC|q8MQN}7pEUg}Sq0o>>N|~`
zkF4IZpf4{33DuFDh?ufr+y?#f2Z$&Da7=+`gZ?LVnE=KQv=_uIX#V-L$gJ-k2<XP@
zwLCb1qN#TU1rs1y6bc8l1pIbNP>q0m@0}(Hc|?J9a}!KsM0Y<}pD=A9jZRluDSq8O
zdgUqK_q`+2OIDY>I3|+fhvM4CI_R@9qDkJ0-^=JWZc1r*2*l^8q_JfwE8u2pQ$4@&
z5*JGL$(A<NO7Za2rEQ@Lk4ql36Jwyhi0KY3NYz~!^f%z$JG1X_HKuF6NQh@DAY1o6
z4q1z7vR4bD%LDfwE3+g*0naQ~t>`VNr@bH|J2*PJEv5Qf)X>KF9l7|$PP~#dSCN17
z!Bl@#P`#wHnQ1;M7!N1(o-~imS?^!X)#&?{3Cn|%IGG9?yqIF&WXC;_XKCi3sDFH3
zcxpJ6R*jp->cJWX<qPQg4J<6fv!iW-w``EcLDDT?&H`V-g-05x*Xg^qzU~HhFa{C_
z@TIw`#iX3jH{0Mh2!app`~Lk-fzSDBxin5pU?QW8T0U7L@wx5M2IVhFcH6`_Vz2_f
z(L7z?dZFRCm5~3H>F(Xv&65gmh5n?`VT)6_4q4rd-3!IgzdCZTI&3S&haPfaazOow
z$7XVNe?*t=;lmHGM!`tqas(vodHgpTB&k9$Vj(qTR_>0O2$gBO?-|uCDykkN@Bq5^
zUJpQzplBWUkB}b#%~4VRjYYWPLnkp}DoyldRlPQp4^!54C!B1^!B&k`?W?>Rnh<vV
zF=U>qqLSo8uNpPJu;B8~?f)e~E$&5eakH)#Yf|$^xB#`$>#^*xgoI8ArHO*@iR3vz
zRqYqyft(4F+xY!6AeP&j6yzS0oUh;F5)&zq02%0-1{Y_?5E+uV)B>dq#8hEsjnY{^
zBAvTzY}+><kf__~9!)&jvOt@e!a}bL3kbjf`$3$7p1t6+>441TXn`Bv@z2bwZc>kF
zu``CvH~*&5`#y=t)}IR4I%QhAcqnr|Wu=ZE9u^h@o**CqCaua)2r8jK%X9_3hYxfR
zGHxrqqpi8Hlyp=;KTga2eq5Hrb{ms?NuE2BUd|n7XP&|*OEjXQqOPE!ehdlWk$;d_
z^D0)%qsw=nrE$~8KP;OFm*_n;a%wYv)wBooYX*o^A9JFIQnKswmPxIohC)!0SQIFa
zFyT!fG#4Li7oV#Pmf@;2;L-bB>?XrjK^$~Y=1~fZisrJuCjADV^=wh(G8I4vZ9zP1
zAh-26qFy2J1pHEf!)Q(zj}ciN>>$^_k*b~H?7GI8n$J(_dghLBzq=V%(SIp;cIV$k
zMZO9;5{$e^P4wT`Fi(L+)N6mwq=H?REw}OpcGyeZwy$$J4WSMyBaFlI_Tj3jDJidU
zg^ylCTSJ0dVadt3OShjQTnhk_@a35!q;X_)c=XA;;(1I#x@&H3-U8zvILeL3(2KB$
z9%UGJMAd)=2b@M(G3=I;$I)<2ai-YaxtQhE-mCwXP%ZLL>ch_825~3D5~j9-6xMdd
zkxE64k1eWLOPdWv2b+#@w)X9`TdHCw?(#Nfd}RRu3Mm*|h(Z1ar;nC~2CaAh!}<B9
z4;?M-`w)=}VklSP!_qOq1qCcro?ECzMMX7RjaWd`uY^WM{zRCHni?_qnyDa#l@egB
zWl9Ha{<+p6(GWW$<8eXz7*ykxA4O`>7|Vb5t<KA@2*}5Z&|>FAVTnm2dv5*mwu<cg
zUh1tQT00Kw%>l6Pmccs$KHu9zrtlD728h<~Vh`9U_dqC;(V){8h6*>YdwD_x8l4g7
znJ4jfAS|5CT%J>b-aZcqgVQ=w3r%nQx)}$lw<rFAH-if*&hvlQF=z7FdDeg(1*8Te
zGjijL7}i|U`}^N|#b`^QY*5J3Te)82uEF+7dW$jhE-1ZCj*5(|0}_$HKso1iUW@TQ
zh34G~9OMYvqj_JNU)u@|6A}&3^*QH)Qt<l?I%Th|$g36n&!0aBQV2wWCljA9I()#o
zA;LQAHhM;y>p>|cJE=MHToSo^Ui`1AWzMr(d{e)Bkt6DEk_sE?hlQ{|wjUEVvv?l<
zVq-SFogV$<K6RicdPMe02nPa>bbQWVfwj{CH=8>%ou|p;yf)eZT+#@KEfui30HijF
zAdx8ss^{LsNUpjVn3is^pMSNrvB?@oND&`gpFAZYKc@6{y@6ShBO*8X8FFreZ^T|Q
zJP5ux$yH?*6@A_w^;(8lEw6uCS^<~ZqFpZW&CucD<F!XIXEb{W`o)fypzI=D7m*4;
zc|@tHtvz1JDd2V8x(k9Or@FRy(`_(g!LLJ7xZC^t*HXYy1<|;_&dUQ@sp0o_C!ecd
z&ag*tmlh(8<LRIJ(EK}Dvo8{)%G<RsM>|CDLL&|vf9whAa{(fDgf;q1Mnqya$NWqF
zT`P}h&KxbDHRMr&O3WvDY|O0;<)El(YVN|ZahPko2EgTwlyMv-f1e$Fq|_I=L?mJm
z!(kfijZ;!t$qV9Y2eO<1He?iId#PEyIPm}K?XR09VEvYHoR;{{mPzFe!Y`}6C^F>G
z9%h7#z|Q8D6tWQ>mQtc^UjIqavQl0B@a4F|&ZxxJy3w8@czH<C885SJ1uID8`~VDV
zhn+u?h}Ny8tsSI;+gAzp#V%9;2gsO$8=f_DF=1QZ2hT+KY)fpw$Z*f*D^~m3)UwYu
z1-?CcpilR|E3uHy`I*WaY5DiPjAr$TfnjEI>sYtv{_P-nX2SO>)7bs@DewH|eq{4z
zb3<a4q-8_p@@h0ndh!mKL4aQTp}&U5$78*QL>=r&Q|LXV<^wHDuL_MwgQ9BEZYwxo
zR=LxJlzbc`uZwG#?l51gO=ziOT-NGTDBP6d_h9*Ie`Imp^iB!#s)z(phXAQw&h566
z)YMd~(ZV;%IV#KkYzq*)gJ<7gVk!@G)#gm9^62HxFI%Gto@ZshQKxR-PE#>zxKC}t
z$U?v<%eJWaX)j)iy!J+E*|RLA$+^eW7C9@F#XB|+_A8Ioa-M!XqriOGusu|GKz}13
zWA7sKTY5R!z7wz)q~CyTsi>uuJ0tA4AcKVPKtJ2GbD9rTRchQ1^vwTCWG5t)eAIcR
z-yxv#vu5roPeIIHje%4S&Nn4b=Y`(&WMu|Bm%`N8aGb6Lt8J&^hJn5)6c>*xQ|lOe
zc6WQ5QePI_%6{?C6<`oCpTqr2=o`myZxCXDgfGw~_pNcu0%hW9GkoWKasRqzZ9mHw
zxp7wxnTESK?r`<HUh?~~-hLWoV|B2dLjn;KZpy1wzwDms>y=4)_>}l}a&p~Cn;ShP
zvAUph@*v*O2`n1;oFwQL2L7x)cq8ZK2+$Z()$J?L6-iH;AZOnV;ERrE^7}(RRWHfc
zoblJ5W>e*^g=OabA5)YpbeeH|W4BlSe)t;BOc~5wIjT9Ym)F=J;a3}kiB867l^5|4
zKjjg<e(S+HHmM*nV<f@T2c(#TnSY3)U%b$g^0ucR^Rwu;z3yi2_Vd0ekpqKp06aU)
zp$cIEA#!W8x#h=Xx<ungyvrB+uUeY=K0NvK5tO!VAQ*^&3UQ%sFls<$)1R(!I|J(B
z2~fppeSFAlapa-(L$6tphv^GHY<nK-VD9<UO?sNy3m{-fGxmGi=xNXD@ZH_5t-Dz-
zBz1iNzP*{E&1y|t2$lTul-j1>LVu#V(2;u2=jQvaq1vyU7U>E385zEi(`JRF!Jx$y
zA7n3(Of-=5pWXR$xaK{K40GaIgwG00?bbACTj$v&yN81ai&W@u>^r0d6>y+wxZV0=
zE+6WT_GaTIr(<#6z>V7=!E*@QIIsf`@w-Z^MVW?zV?bq6{%U4*R8mjmpjNPU&!6Zf
zd;I7XVS(C2>*dMGAe$#PPFPOqjwzb&Hf2|ba)<zT{a&w_S%4Hh;*0}79e{(N1Mz^1
z;~pQ<f(n_ex7ET|=%|3HKJ0w^>-ctra=QNIPYnI*pE@n^bI5repGM1mgC?&f-D4^m
z@|a^phLfKwM(m5chwgs9D5tCjv(*XR+Nsu|ap9#^deR2u{bXX<{Q%7@SCrY#B-z#-
zzt^dCC)uBDiHOzhtYhRE^*FwcZqQ#9n($5nE0~+%`_=E;j}I404+r)+{Wu+)HH`VP
zFd#cQ-R<luFma1gYn$&?*83cu9bVXLW6f5`eFv;Zw=pw3Nqs#$-MwcvCs$u+vS+>g
z(F1MmX-Qex-@J-xgSF8j!Glr51lYe}VYiWNA_R$gkf<GG&+O&$U;LQ$d7X!46^HiI
zjrHW6CK1C+WZq*i?A|V^I;KnM_<fW!w0FGu!+2}UW(#p2C7y-3-+1W}r=WHyNPa=s
za)#wDq+hBCA+Wm33y&nX1ro3R;P;b^DoP6NZ(^LBb!7}U|B@w0{SwXb)00O(@pau%
z6UX{~t?JIgx^FgWPi(mgJ;tsxZRbR6wZLle{b-9)ExE40qh&I|Iz4*ut+}H<IAH3W
zR^i=Rk-SvV*)v~$lc(IIo|FR7337g?4=&Sg{w_0K(Qtc6*0I87O0CrF7QmEmtSgNv
zC&JgbgSSp+QhBL1&heFQyDL4tQ1$(mmus03H7Vt`xiCN;%Js{aZBTF>T8X$(8a*TP
z8?H<Auio!Z>tE-G2RUa424W-7*!yIe?!3IW_r(Q77WyIPke)cw%f9nz%vsov*))92
zjXG#D?RE`pL89TnXD8S1!1X#Fw)l7{(i4;(*ncSt;ke_zB2jbSh_LW*2j@UXYQAC~
z!?TR>IyxBvnx@;Wv1xy5>zXa6VlKz798*KXCUDcL093{by0Jru?=Iw-fHD?C{HpF`
zg%L1?NkX{4{LnSy%Xo|xLDyN!LJL=+;1*iI<z;}&B|N9|aP>UoeICAfjC(3T{y>}}
zVn1}qPJgN01GCRJ0>7arq{%Oc)tkhL*s@e{eYEHu5=g47)Wn*TgPDq-0YvkVlP%pP
zm6DR9UX{OJe4%vP-(aB6ELA#%%!h0+On=?eY<1PDMkoAw^GsLL_FNYU)igP%9DaYa
z$`fQwI>wB2PL6poQ#?Wi(glv~T}(whwV0}(aRLtqV-&zD%N9V}D}^Rqq=>cvK8C!J
zQHH(Tq`9ElM3a0-!wNm?oX3=5Dl*+rmP+rJ%WJ?cwil1zJ<X{&@mr6^mJX`6I`Ma{
zaS!Uags^*R=d4;|sCQIFS3eI?DWXGm3E3G{j*BZZ9-!_bDX{JNR<ged@53SsOy-xx
zy#<mU@BJnF7J+%abmw<sQ6lm1FqthDE^Vi5>Wki%ky!4!Zb6~@frAP6$`hsacVq7p
zTJg3{takSbG{5txzRLPNz2IlJ0HQU40gY&NU}J|yMM)SK+=Jl5Y}ts8AtY75DM=8A
zjU7CSsUh`_!4{G6mCU*SknvgF6U>)nV;B!PEgnT^zRUepN74|sqeCpF4aiQAHjeZa
z_1V#l<~3hQk;kK~=?SzD&Ow$4Xvk^>4hg$2@W&*u>EV9%l@+q}Tm6(&sA{^)cj+U{
zN}&+6RT~PhWv8>)+>9dO<h-iWT`sdk^2;~rjS<1OF(-zPGr@FQ<8k3NMF;rrCS2K4
zpWPK3ch^)Z4rhnS0xD3me;2h<8iJGpa_Y4EDzo$EbQcu1{Qwy<rKJ}!J9lzjUl2ve
zo}pU(IlY6Bob^c=H=iAM?vzu5ge<2AY6~G4hW*2EvQ+M|_eFfedL?97RPEHDw)7%B
z!35ASk_7Pez54i&GJ(gI5^3Z?1Mx59M{NG=&Zn-PIUVu0jXf<rbey9~pRkuV6<NmM
zxT5M|>17ucr`UWF{_)J=esF9D?)+b?j-#yw!9ki(!Y(Gp<7fz4AS@SVz-kW0Eh7N<
zSx<0(cV2G?_2&l|Mc6+5p{U<etp56H3K`#y(08M*#*1PSBMPPXScUo+NQ1rl&#OSO
z15>XH8CASzS`lTZDR5)7X>V)O2k;Id2}4_3d2#Wp5ZM_NDR}WP`|KE$oV`<sai#U|
z!m@b#?I!TrzePp6u4iic4Bin)BBweTbJF)0JX8;yqc@}zZ@p!MaQNG6Sj6l`AB2f_
zAshkNuV%Z2jF2EO(xQ~SK2>jp$DjD9fxB*ktYhmy_-xzCXZX?!W#H8RIjhMPWIcn-
z8f<&^Os8@$0+*LMK6$B<oE5CgXpwfkSCov<=v^#T$ofNdd4vw(sHPd+XnS^Wd_f0?
z)y$Lnn2w#s^e{l+8&><LT^yg_>k{q&<AXYLBKTcDN4b%_o+V_ij8nW%Lg;5d$dL8y
zXKQ060QUyK6KZvyd=PLsJFLHaz|I~9X;eHsyvHDA`<?SxjUu8P2~4f{twY<Rl^3*U
zWcE1r#RIJvnYMr*4-+<xpe(t8B4H2F7f@zetWz=v&<(3?uN%Iv4^IvcZvu3D47$($
z1egy7HFH|8B9v1WTHlQv+t^~;$1;4s7PT|?PMdh34cCLL1A{m|?dC;(XMIm3pW%4X
zw$g3JLtVq+l{=La-<~^t)R#&oB;>Gi0x^<Y$UWj2rJFCDq4Yj8*ZCkGUKp{v1X^wX
z>J`@-hUOj%kLNaZOzC&Y!w5-;!<T)wkMtyCITy3Ny!*I9A^`8YYEA}aznBRFBwdl*
zAp&{dprPL;By53M6;ROT16b-%evFJ%H1+`5AYnJU0rp+)i>Q(kN56A&3R@g=4R9bK
zwhZcOAhax2``_Y-)&_GpM*RmG31MmR4WpFWVJI|L4WaI*xNJ_J=*gtMK&Ib7v^HjI
zP?OQ1EGXc6I&*koH21~P7rlB{^y_W!gt2)0xvmGqC3l^N88$Wve}wp~cEnw-iZQA(
z2VB&MCm&w?8Pb(^pnotjseBc(_wf*(+ky!9vhCS9P{zHLp#WG);tOBqlctDd>W#uj
z4;6`sFUWCx5!r++cI5d8?=ls?+clKp>#?k18qC;UyG8fwc)mmLm6DcbWIll*vz~uL
zk;x#AeSfuz%=0h^9YXkL7k<tyeEeoe&$?|?EfyB{YsZ1>@gF;;Vk0GloG%QZW9aA4
zZ>p<3GIt;@^N`_tq|-wIO`aL$Je72n9LuTUV#5`O+?NsAFV8pa@!6^$dM%-szBx~c
zdX<wei+BPngIOn+0;;O22pW+Hf$@uUwr;$94c_pWu4n<nQ9FJTTy!$ZkQ*in1&=4!
zBgCI-S0s$IqcCl3_Mm8ZjBz}WX{tZDIlE{md1g1uFG60~^1*rf%vw*H|9WLi^{1Mh
zc1D;^Kyq84l<)C8tUF#HgL|xF2+7*DB<RKZ*-Z7~d<$<}8CUUS_AsS5P^anS;(Ta<
z7g0aqY&9>UuTp7LAM0smH|L--Vbhb|JLhfwq`4V-pd-OVnhg3ifJOwmA>nJ7M}z?*
z5j+YCSv57a%=7xw4FQ<abb}!S2CHN)OF}Tmz-oC1;ZSzdZt~lA?(7Tcf#%}t>#M{I
z0}jtFwUklE{y)i_SM~Pz1O&>9hBy*A)Pl|!7wYI^MC|bqB~^CLUWoyxmhqgVI3nkJ
zcfjcGpIJg?0J{_Tpa%>W6r5IJQ`4ezx6<>4XEisebQ}?qx_c}dYCF9VtA4a}Sn^?{
z{RgRGe6YmkUHqeG=)5u6dL4g_T9PDF^K#zLb#eK|iaeS}hFKv&MhBJwXp@K=4WlSO
zz(8i4BxWkeFNjp#D%q>sxs|0m*^wIhwU2@6tA9nlb$d_2@#Mefm=$*Km)xv_%4_fN
zmbUo2k!VtxOeyq%DTL;m1Yrl$8Br{{-4K11d;A!MA@URKM-KD;`;hX`GM@nq&t}{n
zAthu13Qf($A*fo00JXy9h1=jU`R7?r+3dh5%U97VC|6gnUuQRHzM-XMafu`U&oTN5
z!%0Qu<@t(<*rGX4_FJv+)zJ|WwP)rbpBRvxEqi=?3}a?_jh;nChOIkLz~a497txBA
znJ#wO(G56m>^l6>ofoal31?C9k<7GVD~LqpisYWc>SP`&+;(D@c5c~PUe<EITD^Uk
zst;IKfA~aruUAYE#v{*QA_4{Z1ysf&7+y$7un8j0zO>}JzV6q3biPCE5}ljAm(=sb
zd^#n!&YEG>xBvs$by>N*k2{u+G!1Katpsm4M9zI`e2(Zg@*XT$V(}7S7z;SB-DP13
z0kj9>e+aK;=(;rl-UB3EO(C2-6b199wo+13FqxMLLk5tg0qt8$Ke@QIBEHoKrbdie
zO(7aoz*4#|RHsv_p>}yY;Rv<G`=jz#^lXtY*W1S<LPLMRvghD_A;7$b%rIRZwTdv*
zjL58uYtdegd%j5|QdpkdY>W=^<)}%NFXKV!I?*7JR5S}O;|j#V{e7|V#!4u<@wW)e
z&MzMSC8CA40Gjb$=5G!mmGqTWRYfrPi%d$uNMN8ux<06lFpK0n<8zt#<Hrxo(~;G(
z6+2wBdeQ9;rwHy~yPn?;BTsg-EaNR41MlzSrF~&HK;^Z2dFc16q2W!$Z2?I)mcXyD
znIcazC~t?xhCzPP+uIu^JPSbsklJMg3HuU{l2Q(GhS|)kFf8&gQVKLSRAiVLV!yep
zxYP^`pFqM^;?pX6*>6F;g2Q`6Fj;cryP#3;Z>V&l1v<5R4KZ-o!Hz_Sk!ChcR%dEH
zf4XR@-_tz@c*&o8>c2WI9-5wT6u&D7Y%#k6Ot5MExbR@v+w=H2uQ}h(!1F^L6Hk{9
zB_Fvq?b)0XbzJAJaobFO>nV4IOak&SpebQ{6bIw}@Jep_ys0-Y64zOX`)@-85|>Ib
zru8(V_JWK1n;r9hsy}NISc0L{0bf9TqJ{T)E+c~t={@8zLJXhXdYtoI7)}I|M1{$M
z^#1L>zCI?6(htC;9U;D=lB?F>*dx>m#VQxKoK`+5FenIT;H&&1Kmo)c1~Q>a95%YN
zeu8)4eI<R`f2$Q+V-IPMta>Pr3q=7;RpPR#1Jm1vy}N@-4$jmp7fuPE1DqZBspEZw
zM*X^aa13PVL@=7;?n1uh*Uh@z%Tp9W`L*_+5#%kN#Q}>dR5a8Bf@3!zI?xR^D>9qw
z<fsl4IvG^mW~|zDP1;lq7Y_>0g_@$QQ;mM5;c-RYlKz-Z<@a+L<?7Y4S*?%nLrsE*
z$id+oqFq1l(tdE4<0FiE0Xh)_B@<>11Ic)Tfo*<m#EUHcg9kI#*-kZ(Sb{QX0OAVN
zR3wuHPeGM>)Zx`D#Df%s;5oF50SIBhP;k(flIvrswtB0Ytgbirjz!)P)&lc^i5!7*
zoFE7pd7tmAdTnOV6W~V|J1r7KtyKor27Pinbkb8OxNDXBC#ec0QlY_18x2rT2o<jO
z;`}!(E8fUoov6%i4lf=Cmw!2DfB`E_giE2}3jToFM$g3bC)J-4xjsbnv7=kzqrfbg
z?Kz&E#i&i@)EXm1v{VZQnkcKGytcB9x-QfkVZeurCQWXt4@nBOA4GiU#7D|Aj0tU2
z_CRU0B@=uFX$t64${tDZBT8Tfgny{$i9iYAun=yoNn?sCEG_T^L|fhu`6?6JIHK#L
zO~3r9$edGSm^{FAu4Ol4k$@vl7b}VM_WK;K`8dW0*i9OlMpB!48|%M&h$dJ{j1~!0
zC~CR`XeL<mJsg#2*Pib0?cIk{MVIWUaH#{~b4r+{Db@FgITb-a=Fw~FfMD!^Yg44P
z{-1*YSX)YIhoV}<0}_$C#_3W~-}FRuP|TX}y#(QV!l33zimeXpr7e^|4ZU8;^RM#B
z3t&R^izLC@f(Xmw#_9|jrM>jQ&RIz7GUb}Y;4WG$$Ct#bhG`nz&cii=+02@{#NwM#
zNi}D?7#o+KxT>~)VoNDu;0FP9htt(u8FtJ4nSeG2?dV=U)N7vTHD*6Mxvw>8P+80z
zh$t++Dp({%%_fnj<*UEn)yE5!t3;Kkyf^d3Zzs*H9bv&{HY9v1M(A@DOc+A6*$b9g
zZcB=xr{EeQLvjT;oNy!;x)UvT{!mmu`r^=IS}oZ{Z?NAfeC8p=+mOV*r#&d==z=bs
zI2fdR!SXgil<Uy*d%X3cf{X?_93YX4ZQOHNn0V=ear9rEot%FpXQ$<<t$2ZPYVp|J
zzJ-Md{#>7vZ~o*<kgMVPT;AIqK<IFbK;rASxyD|YD<G{b4Jb4abgg*jAN4LWsNvJF
zMVU;pa3Xj@Xn1fCz)r?i@s?fP+FXy0`M!pd7+<~JT5`TT)jyE&3NJ|BwNSt^d0D;y
z50~<C<8DB?)?>rpSPcMzk#SYjN{7Fg;5rZK#$$^bU&HlA^VZh?`7YF9*v?q<22#X6
z#?x=&>Q<pHxj*cW%xCwJA=c#rverMnN-2#SYgWizf7989_4rvK+gew?yzsGaviAu_
z?*nPXY$>eZnX=o3N8)q3sZVGl*fSv3c(hQIRLMvDXck{KKBtyTnrgYh@pGQ~+2Yfr
zqYFIsYbz_boOlpxf+S#;uJ}1vE64|Ou&znwuIu;XLJ){-k+|Fn>+Zj&b_?ythT`{#
zLmeHRW@CZ@_=FLCt55Az1Il#!m9YoYoMpEg3pq3GUg0_=UcE^<w5f{)V%A?6u^$xC
zfw3NIqG9g$zMWS#PCaowSf*xko_TCFe&D8+{c$($dZt1{u6~}{ftviymM@N*rqxx>
zG&4qvFh#lmhWvnT0HSM_+s@dGhL2W18KJkcri#EPE4ShZe=YMN?$?JWhKq7%LF6bk
zo}O)tk0R|a8;|fmX=K($`=vg87vYKdshGMl`ALARq@+H~21Z0gplkulfwFc;yhlEC
ze0U&jMD$JlR7T`|#Ua~r)zblvj36E#L4ntzujrF)YR&o`fv_a<IXcy<g8l-ITv$wu
z*=YFH!*^j<o(tNHI&{e(CFdSZl&2=ps%R5$6n1|Z;$%^JEU|!=%@v&&V{d(2-VvU{
zoaG9UHzlVT9sq{mCmjWHIxjISgK1f_RPmT=6J*?N`kb!0@o(8}>UoQN*6U9VKtVof
z1Jc^)cY)?Y(U~fw+gimQ4*pKLFM$lnSlpXu;Nk2(@pq>DKKJMeCA-l}Voe;6U+t9A
z;<Th`IUXr)xP{zWC&<7CWJs@1YJ8YzZ!hgAxbPNyQ}g>a<qC;e|1Kt5s_ESo1!l|O
zmiWCI0GJTXm|gl-t$z-AT4LS?f3B+s{Zq~6;z%Zow%@Qa$zxSC-(kP0b&Sx148az;
zpE4-_qOn5~11Cu(=hT6KT))=<c6|rrrBR6mT?-`_gCf=4W=Y>^dh|_d+e~8&?AR9>
zx(ZOKY}A|V7|FxF!Y1R!?%fZg5V4t^^J_St)hM;uF#qS$4bjuTU2}buF&+0<W92s^
z(0B8P5ocV=|CIa3w4@28SfM^mv#4W`SKF@-A?0dMF&=4dt7MXEHfF1GDQxRuzWU?O
z^pgbn?zycY?C|93Gmrc;kG{Jadjnm3vckr&gh<!O4tJyIby(Ag@>WcJN7cZt^)lw|
zTc};p8I)-apQdmy2{<>6dkwlMLh}Ue2t-r`-j{A?dz(@Rrue9FycHx@tGbM9>k)zv
zvpC<pj{EDZdUYXzJ54_T@gEZ5bf@>MuwOeqItooKqZ@5<vK;+Dn_Dg^B%{hfjXl4j
zv$c7>{Jpe01d3reL;yvbe**v)aqe2&FM6et1GOu-``FD=4|L0X-5y3_(jH*`2?_sb
zv;ZFg;R!N}`P6r=6ixSgjEp&PG!_lxay*Nrw;mjX%45K7-3m}K@A}-)hH|y+26esC
zlR|8Dd|GPr&8IXb8OMeImQyO#4zD>uxQt+$<4Ym@EWZ^6$pz}pjfSnqkaVsmXR~&|
ztsLUeR#0e!GzgBStDWygN&084U1Uq}lN8|#9HmtqCmrtKUb)|t#`>8d%>DVeN1vHd
zv#8wLh7l@`MZ2f42iwm_h{uP~MN~;7sXIG5#-eUfc&b-jX19fV5Wk{SxATQ1AHUWV
zWl2j&5gHj4wSy=Gw{O3NPgeo=uV#N(li(r+F37fK`#J#F(TRyWBqVJ=0|<y3rRC*K
zA@T-e4zmjjEr8P6y1McTd*HYd10sVNeBeICc5|ZPr7t;ANQ#UYCiid?Yp<Z(2%`>Y
z#K*_9h!~t-FjUmF^ZOQ^<AHkZ>OQwwk+JRt1WkzfoxVNk$nV~+Wa_?e!jb6`D%r!>
zye_j$(EN8$@Md!coSJvnabUWgu(y^D$K4Ba4M&P`ihNMwM;cl&@-aWiXN|!4p8dg^
zIw6zV4+t0`9|*C3ibyR;DSsdxRR|e=ataFgM4|hBetsujUjSx6-18$$13@-I4+8w1
z34Dr|p3ctPpu^sUR3FrZ-3D|j<U=Z8rro0d023>cQp_MV?;^Fmi-?Yq85+AuZiE@T
z1+TvhINIW3POn&woUVGfyd!Ws-Z4H88iS8Kn1fGmDlE1%_<NCawQ`K3u<ZUWUR0{>
zH#+Jra&@;KrENkGbS8$Hg#!BKJS2$UGfuYLI{VHY*GvhEv<|aWryJEF)f?X-Hl)D{
z!=@5}#0>z|QKpDKLrQKNyi0o+qwj;XHlks`P%IKQPto*8V!58@`y<GwUx9PK3sZr}
z=N-WdP}KgndQ$$E|3%qbMpe0gZKDg620;X*!=PJIQji7-=~AS-K|(>LJEa8aZt0c|
z=@djjrAt6WQ1G3%|K}O+IcGfYc*ps$zwEI$YpwhK#hll?0#7MxT1u8(hu49Cg3b9y
ze#*)WC+U}wV(k9nEry4$hZ!d2<ryhsN_;4_ntqp}^S9HeLb)lasW>@eaP5l+^d0d&
z7*#7~#G79EDtqb|Vhtu;m|bL_L)KzbJO<A6!$LwHL#1Qb;Pe8PI>Ltrn7E8E;eV^C
z{31$9*Z`qGOb%du5!28_rlnDVD0plimSd<!k=fsibA*zyv0(+8Q)n_HpT7ljqUy)*
z(E(&}@~rS(FE1<%0VcyaGLb+{+3?%cHfis&FSOV7={3oYm$zt^PJ6wHXy@<d@0)*R
zF*6^uSl(_$QlUjkDcxL(QYoTTX%tAnFv(0~FVikz;ov}%e0Jn4{qXH<F+-gW>LX4Q
zdmRVm=$|TnxvwlN)4W;1$ZIt>eCjGb=a%u7@R8+Ohgy8PCnB);`{&4iuT}47^F6rI
zTHkK0WqSvZmmA)x-0<H)pjPOT5Y~92q6{d}kX9Eg!_eqiSa8Pj7`R6NVKN#T#GgNZ
zCe5g?uI}vW%IOpbrdHx0vrl=k{|<D?roa(PtaJR_LV*?BblV3MZpD+%uge+ghs5@8
zTzZktRB;JV<-S@`jPqx;1WiWulOU=jXg2D?3vci^xUud!yIp^qiD}y}8no%42F@i#
z*R66~dhYPXzQGf3`%r&%eVr<cv2$ZEh!TUMJh-&5Q2y=kFz~54jhf&D-2$xVxsX$2
zzlZqK=6-Hq)QeKvlP?Y=X<?Ngb^E_&91;bJivh5r8a#F>{{tQnf`3>S3GEb?+J?B&
zE&4kdpvjGeixK?46z_t02%sSdB@IAh;0;Zex~JW-d=SViAtI92(IE+2Kz;jQ3j{-j
zh0H;ObWyeLUsIB%$mjEfj;|T|-{cWQVH4QOID`^&HBVr|tF^(e(9%L)EoZx8$(WiH
zR`j@Iv)g9eg(o<kAjWL9KYTymZA!~%^}c#_%Q~ufM(LSxN%d9S>=%tqSgEy`OkKmZ
z^Q}Jh;*xa2F1ZSmi*Lh5*9<kTR7BX=R=dJfhVU5MY`5z2l}E#wa(IOCZytiZ4RHJ5
z<WL0FHvHzt&<0P_>0bNku)LstJ;pulNiy$nHymIH-O%sPS2`GOT=fScwKI4afO=UB
zST12e)yix(*jZmMkl_4}_6og;iwzuMNC!DsSQx~_jQm<EDjWkvM$F9<#B@lZ-h8%}
zd<Zn#?LR#g;(hwn@auPk6n8%je3*T<azuc?Mm+Z6!9wMNI~6Em$2u1BG_y5c78{-q
z5msn3lK|z$)b+?Kaj<x$F0rXqo1n2(CH3kIa=-Mzs_t9(_!_M&HRVT()RgAi*BNl4
z9UZL*#bcQHi_>3P^qB%d<3<pNF}IWAGg#lbw194rR)?a2``!7U(3lt^pjw{-uljh@
z^1oG8yLggdH!<+x!#6<6&YmGgcCtBH2!#C%6y|y+v{Jyiwx6#la%sr6lHz?bP}Sys
zGBe#Qj56k>lu3@rmQ@flGqD=a{FZlbOE{-YB43S}T->+e-cVb7cAUlxt?FaD6I7`t
z+4;00pNV4LOF+C&zuv!b+H;#xWWUm+3xMTgGzxRE>ImI_-t*4cAhYqel!zb~*@^%W
z-vrbVIAMv=;%6bSDAAh;KLG>h2zu2cAp1B2AqWxf|2aQz1WGoV)oeLUj%?%?P~I<t
zd<0x0f-N(=kgE2}{yt#`fZ0I1GXbs}h%gWq{5xP6bv+OzA$aJGU$kZ5if%9Z$EogJ
z=lks6uVr#H76P+WpnTcd)34ckbm?ad3;~=$i-iKXCa|DjGic92I9|%4EfuTlc1m!i
z9bu3lQ+;7TWI>#=#{=-!Iy;_R^lf~4a3hK9k$~ZfxvScc_(MwO@GJeGaDUhvO*i^b
zRZIrFU!ETHT=xP6uonnqfBbHNF@-2N55SFxcu~ZGffAH{RqvXo1FN3&;39N2cyQ#P
zzXh38MP+X?oY!fBj*P%F1R)dxEFs_pu5Dr{BLD>@!u6jSDVgYAicxc~)Lb5)Vo8`X
zGuf#2SN86||H{dos{!MMt?Mh&MgWq|_t(hF=Q#Q!xgD9}Gju}caep{vswxpa7pJzI
zIC|};`r5BzCM`b6fpcqGEQoCqpZ!d{9Z)g28=s74%hWH*!Po=(fJ6A_vj-g^AtAJ1
zUVX0aARhvFe7d$cn@8ii)C2VOxWyl7hjwB(Kb=s@&GW5Rog`r*KV#0_`?IytdB=$i
z7cad(C(zGrT#LSKdA<6p6szOX(tz1INwzpGKH;~(w^6Rp@JmKFnPXOzsprV@0Gcj&
zVvIQW;p;s8=xs)jEOP?nWbG6kG$G;~yf&zF<R_bmzF9kt=!fR#hXrPpP*y)>qram!
z98j3n$u55v=lwGRZ8HUh(B}h}!Oz6|=Z<w{b;(it%>&(%ginh-6=&&zl_;2tf3eE>
zl5{hF`}X!kUbwjWXShb$N>>dW-=Dj?Y8*}A>*R+5C9!+gtQ);@T^Sv9@BRB*tHq8#
z;p?#SD{tNV7$Y+|tsHVURHAhIn1I(%(&PK`z3S>}6zm%z*2KZb=1Za4C94HpvlP?g
z*RP8V{A8g7&H>xr)=uAO@Yk{AjcgD+k@Gyci~?ESeK{(p5uF%L1v+Oeg8%)|*;*f+
zcv!BZ{&qY@y@V<@U-N4&Eh!zINmV)BWf8&e*!;S&tJg^c%{_W@X74n{r7{hO-hXxU
zI9d|$#W_0DCKmG5rL@(hcgJg#*bl^=&iz*g`FNm_Z%F?^j=SUgW0U05xf_~ZWdYDE
z1E9W)o084~Lh-m{H;w<A*gflp3VP5xjsJBR^xr9vcK+2oKVFZ<*~^()NBe%S=DXW6
z{5}<r5tuHX?;{_R4;Rrxu<HnsWj@Ch<l}^<F9S_zzVN$Cbt7Ow<hmR_{kINUE3GIa
z_mmz!=6Xe%5+9#KcQIA0#rE>mD+2AG=_DjchkXZ^djkdK@)D++vrRxq6hY`X5)`lS
zjV#4Ng%>WHyY3UW+lAdWh(H_`#3ovq<RIi$v^k@5=hlCI8=K)!Ge48$_KtK&l4;;)
z9EOMo>XU(4dBMtjC_&DxIBz~d!-+`H5~^ur|0cE={9H9`8Q0IkYU10lqH%&}qDbiG
z_`pPg1^5@KJ8#TeffN`7<~Ee&%WJKY>4Yo=@Q!d0#;O)yUd+{@#smXB|HGXY;DuTB
zDu(74d06k8)9{*%m(!t0h=?32Zw!sfut?k*oO^zkM6QC2_VSSXJwCMyho3(PZ7n8D
z!e!Is)|N;Uv<W<DQvjvXyv=rn&nBwZ0zFfsNWLfV_3*b&Hsw-exzkn`Hk{6x0a@<n
zmn;6BK9#OT&zC4!)55_{2Zo*@?+07sfvNV>@PVl>;U>*Bf(4k-Q%4NbGjfdHTBrIa
z!)hv`!%Ua6uqSLwr`i$aMQ|O(Gg6dCdRxk&ICJupF98R#*0g&%$FvGs+fQ|G@R|&i
z(*;O&5$HrjN3R1MiGrym9;g*wB|c-ajqWkE%`;PG((_T~v%4ws>x-RjPioEqqwrgR
z@IlXlGHmlr0aAAtDeasROuMZ#Cn_?v^qudDW1;>o6QQL3eHyH6-um$bkUt?M3)puc
zjT7)?-@mHg`ydW%DrS-}TnV@qiq&L6G6(hD`<@;Q_zu9fd*I;U5cmu+PxVK;1hn;=
z+}tt1ZB5O6Caa#DXV6mHxI*lm%+~y6J_iTiaX&o1EOB6jC4gs6uY~;Lcv5ZO7nM3Y
z#nY@FOq#m67ACW9Nrz(CDOdmN(cs#*vb3Il{I*Ahu*yGV<s*#O*R;Ix$vmc*fY&4b
zvEXouOszoc78>2|p5z5Z>n%pcEx+d=-M}?RXlVe<!yvf_N;JffDMi>d|Kb!1Ybe9+
zf!GuP^fkn57BFKV%uJc>@)b5n`_E)jkPY+r?btmLSdVvYXfJ737-0&iT3q7ypQAdZ
zjvnG2IE@g9F5P*Thjzsv0kEdx+&-sEI_J^`gnpl>OPyU2!f-dqAo$y9iJ9S^caAZZ
z=*4S++a98JfgTST1%uG?Lz-Z8WhHmpuP=D#&w&mO)21yyM1wt=4mzDkDnVqbHVFeM
z#GVbrx`UusmX{wRNHqRGc0q>%RQEsKtMtSg<$gs{Fl}=zW(ICu(De4vuWDNkS3Uhi
zQ%W&6KXhyTTIbwZkoT8eJKJiL@RgO7vy~o$dWXE4nkjCKX3UrI6%OS#mu^1Wg^h8J
zJL~G$DyC@Uo9n5ZEJvy!hBQ=)^FHxV&t-wX7MOnGF6{2^euO&n;s8`d2S0!IE-t16
z@AwePjjx+U29h9kri6t920d9z61=>`;K>EO9fgPoJIq%|89Oe47tnu=#nl-)*dA(X
z-d7(l+o^;m164R}GiBpmwxI8!Y!r3QHeGwZO!vS#)MN(dE?B>Tw+#xPk`FsjN<GJW
zra%SA#7j}Pfv-eprKoO;|3hX1g@3BAhie_b`DuC}3E=__hH#f^*6vpn**Alf_yaJ^
z<W*JILDUxzOvQLq%$kX1xS(2ucHy`ETmL^3?O$w>Fd-FsJ1^DFGCC6;6*sS&ER8$~
zWuHesb({JlM!;DLhB1dQ{2vGQI|v0}5z>W3MKQ7~&;Gsx6*cYCWi-&5H29wKR<xb5
zf)o$>L`vwM{;NqEto_#{y+RBrfWnB4gHu!qeNFU5V=;O);(7*jW1aanFdK!&d+XDh
zHzC`E4Y{j3T~dpjtI7G<S)%(S%$bhcf1jRKwY^@Q$x}(Hrso;Lt!UAmsfaE+KFEJO
z#_*U-YTnE@qtWT+Xjo5);P^<{-fV1Y-O%i;&fnkQ8!!TvZQH&hhf=O@tkP;y2)3Wg
zm8enVerRgbhMJiFvku^47pzQI6>)_%I9H#A&B(y%;-$%BR^>~mmj_eC=#*}dxFC!d
z9BgdKJdJV0M^z=Y8-$){$wJQA&zGQ8K$?DV;6g0CK%9O@zZGUrT~J?F_`%R$1z1Fg
zmrhUK&!V+y8-8RuM<-4V-o;Hi?8l-reTUZkX1pd0ueOXI2(JbQiywWs10n!$otiFC
zsVEauajmBkJs<PO-IrE+Tsb@VQa(*t4y=mXyTxvOY&h&peo!mkR<~;d7K|VoL8Is7
zi~>>R)Y%&?b;Fa6t>0P^R|seF-d6;lwP~B*B(XtkvoE$R27fPFI^?$yUSWJE&&IMJ
zm@>t^+j{Gmy9k()pnbRpzBI5{L5X}YCQUdF7HO;}jvuRUBT^AixFIMe+@cy98mv1Y
z(gZ)Nri+oPii(Qo^2RCEeXIMNNtU*@;bmp^dAnfXa(s5Ev-DNrE;@51?iL2-FJgUg
zw*`?T3QS`Pz{{%kN{r1yKJ*C!Zxq*J+uoA~#p<Vew`-Hh&zn)6c-oF6iEuv5)_UUj
zu>NyiYF!Bovk~Vl5S4+|XE>PP>TtCgKPFVuH%Whb8J*w`esy_;mVH!gF0IrbtuxXZ
z+}j1$+%^l&(QmJ|a_6uHv3Hi4gxAM;e=;PWcjLdd5vKq@6a*&k!2%1hy#XsXc#NQ_
zUS2OSs4oU3F!*R~`AkU)HX7xOkHH~!F8===7>{Qg3GTccgZ+QDA_;$sakFgRgEMib
zlX!2R^6?K>9Fr?2?#E0O4GD$s2B!B7RdEBQ-r83+H0b)h%KJ>Yfj$lZ>VeLt4s-Q!
z_OCTVdz~do6hO^uS!zxN+$E*KrFJ@-40j^ow^xA$58yNaFg)pxVF1+PHO#kTp*;W_
z;%?Zsh!Zc+B)-9j@+Lcb1Yk1gW3Y>5BPn~Xsfr?~)f|We5d|%HD|Q3F?7=fInwXoL
zLyRdA0XE1!^je-e2Qq{b$i6YT9>6J4(51N@T_#4R>LYPo|5PaLo3B)|er3VU#h0IS
zZL{sdWmWu^I><sm;1bfV*nXIlaDoQ(=Rx$$PSIjra!S^dm=_MTDcz>|v7m7RCsP$*
zwt4*+m)l%wmq-(^N8Cifz#96q1~?lKlo#$gCg7Vwx1dG-pyB^lyTgx-k%IY%sOe9V
zpy|i}Tf9->+NdkbrzMpc+G~*u=SG+2oEZ{9x{&kM7WUcM=iU4^$r|4-k}nk#rXf)F
zNn}oa)bZ{MIMs}u%4s<iGgFl5L8*|B!YCCiLZuQ%KQ1i1gC}k?1fDvN!HeAUQvq=0
zgQx~gIS+!}{!&`q+W_+M6`F~}k5#5}=iF+h^G|tkfClc<41$I6hQ;ZR(Sm=4x|-rc
zMJJf%3fB*R{K!RU(c-?z@J7I?pmg+>0oUsF5C_|2GlpJ9F*B)zf@!HU(vgDCsqbP<
zzbYs}Ve#>k*A=}$hHz#xs1&`*sXXp&K#95KD4J~3@Fmss;0Mk@_v~~z^ea{!slp$5
zGqvu#!#4n>uLQwEt4oIT`fw5q4ymBI)5=v?px0}Bh5;OR8Y@{)kc)!o;Bg2Gl;OJB
z4VRi2?qe#ps9z`<0L%B@U`u>%sZ@5wr<j$n?16@MTU2nlg_Bt8+P2lS)~UZ8p!7j3
znptDRdaa+Gh<y-#sh2s+{wO0l5y_{QEyPv~;Zk_6<1%_$b~Dc!%ic_NA+@MCB|$fh
zz{Z~{_yy=qfi+n8<c}*|9M@02;^?v^Mr>LA$%>WIeYvvxtg>GFVBz3$&Rez{H>4!$
zJzyaPu{C&c$qS+9-G*K?1i|WC($GE@JvAEifkla``2n_z$peU$!L)R~CiAV`)=GBk
z^(^M0#}s6My9@bUh@yZt+X?3#1)-lrY)4F;al^d9OscvRd3a74Y1hK<?+ZL%vCIHp
z2PaJw5fzn^vT}q8?v)*kEnj(Y^W?(_WH>gc)Gifke+Sp`vzqfU&iyQZdcsTW+RXRU
zr?P|bL4(Y${OR7JN+7C>eN6x2${84+5@@WY8#c#|hBmP8ZQkf2m6>z_w)F_px)aOo
zzKwO(zs3T(Tq%!q)bs_DkNf}qvL9@@U-SK}R`;UYOT;{8+zqOXL%d7u31M?}#&y$N
zuJCwlo19Tvy%L53H)S6A6wm5Cvl|{Wia~Y90%wf@mA5V#_^g=O_B35nkd@FmJ#jfb
zdD^PG@WPP^)|6GuL<LdOBhJ;<ctVD_G3n$<n7y~1Q}c%Q2VjJX;13f_ieT2am42L`
zpQv|y^eWLuWLuSyx28<+ia@nujFtXQsTS17u(W&W>fn@7rKWLTsvWdcFRNb@qra#$
z8RSLU1?HS-DR2Ds$-%sqdV65Lb92c|Tkn@#=||oTy-Z__HyOG&d2R#L{7+0x(Tr}O
ze0+RfCHRQIyxy5tJiPht0Bj__#p!`)yn#kTd4au3888rh_A;Zp`#$K)A1A-O<lPae
zq!wcW?*^HA4Sp+-RwwH#w?KpW?f|7F%=12M3*bp7l}T$m_usI(T^3wPf+OcHcrBHR
zk)BPWzFV`4bhk_k-+J2|IlMzLYaD{!m62{gxJ7wxxVj!oVK?{WqowMljoZk8me)_g
zi;n!$%O_<TWPxNB+U|sUDeXUF20~;^c)k$6s=fKNmS5g^wLLfGMpj?bwNQL}Cgg3K
z+iD5ejsHSRQD2Mos)2?)MB>SRf8mXXpV!g;Ygd*m+&XT6cYNQhQ=^*>{jWo2sh`Fz
zz{LN?t!-?`k7fiZ<oJp3SbM#B(7(3#p!#RB)jWa|<dJ+OG}xIbqXLs0|8l{WKf}Fu
zK}bzu{PoIoJNwOl-yCk7I%lT+H4<LSeaX@U+|*_&&y1Huo^ENmwC1eFHQ-)fNsp<#
z;S2&m;%n}nn_yEK9T};@FE=#`WNx9kLh?_t)ofw;Wqu_VLJN8a!Lh*{#hR>8i{f`c
z-7n-mD7hWXzn|4CY_=lE2F@1Q%4eh#qz-4nGkX`8y@ei^#np#$=h&>pBog)~XmRN=
z25g!$Ny0=8S}yN~FLX@A6f+}OK2&;#_xbGWv{_|qPRtiWFXu#ea1V-B`_snwUE+O0
z@Gv8`Ur>c%F!vDy=aTl{%I<++vW#l_8t!)sm(9#Cny#eewq7U8vLkMNK^7ojF6kl6
zp9JbWsG?^J!5}KDq4^zM(!(Pm$8XS1r^u0w8J$!FGX0D}-tMMOL$Y?ZU$XhGg8Ut(
zJKFNt4MrN##oqlSFay^OYmi>v!74{P=2XlXuYC5~0|mmwO~8X%hg#x~nZUV$X!RJ+
zHYhy(;2j6pQlfEj8EH@c0}nJbhOhE3&*6VEKn}`RYB6XSo7AoON?wlU<}$3D0etZw
z&bFvm*ix^%^6?QsAJo^#7%nQ`d-p-zDWk7XiGq=wR37ghcc(kkwNShDSLwC*Iwa^F
zy@~?}*-9kVYAWryVxGp565<sAZX^T`og@jvRd*1c2x^lDwIh~vS@I~8EFn7qKI%F0
zQPZ7c{xCaTD`1%}yJwMk+@~yTc%Y%kxgO`zQ1Z@9ha|hD`R;G$+Z>>7?4_x*syXf_
zj+R!aG8w#s4x8Iwk!8O%4eQdF6cp2qEXB0dy5@u*(+kpYOel-ivxH_Ji<zxn4-oK>
zth+F~0U9dI+Sfgqfy@<;bnh7Mmg#x&zAs#7k%%t+<I`@8-kDW{9Y>JRIF1d+A3D8Q
z&=cG1)nRUgMlF}Bsx-drvqJIOsFi-Vs+g8H5Z>@>`U|4Wv9f#Gs)#GgsVP*fIpA<{
z%z5-+CSBg_sSiatbN3^?l7tA}_mw?}BNtI-nopDMEN56a!C1-a0!6|MnOHP(o}(rz
zVv3w*C2Cwwasms0t=bupNc_@fJw{8>hYR%0jXgBz`yP+C4fnH=)DoCkW;VMTzy8om
z&YAbkMO-+Tr<%NmNQ-jvV>I;IZxlWV%nOs?2DUMYf+h$Qy;JRKwj$qmnc+>4ah>BH
zV8Cv_F5-P{;=_0ZDe)J^z&Md%hLVIS=`TDc4hM3SW=+3U3gVqA)p^t)Jw!dPjYG`2
z?%k8gO|zVgKCA6mJ*OuKQ4l5H-Wlk^vVW&6Z5*Mn;1s7wYcmuDqx11vs3$*krp<jL
zpeq%9=qf)r%E1!^f0F!DuM+%4XDR`0#TyH!m7AJz>Z7I!US`8S9g*QprSt#jW??S$
zT!E&uZbsj=wY5K~HH>K>f861YS(V+!Yh-WTUP<2DpGJw9!9)lc&X<<=_f-M9-!@v?
z?Y1Oyy1^M9OJl}k#js~)hD8UL98ub9%Nkdp5P}7>5(-LrCBPBR@i=}fhe>Gst&TvX
z?t>bi-*PE=(c$Bga)`p&@mf-SIz*;5OhF8;3hsBmq#y61jCZ$;rl2Dm7@B;xNd-KN
zHk~<gfwvDj_46Lf8|dNdhll`7fG1*mJM95geUcsI5ugyCO25AsXV*8b;(C-r>1|R4
zAH_t1TBaF8_b1|l=ZI1GpIi0K7sBmow&GIw5MV6)XeXrPEBw5=IFLW7a6dqxt7l~X
z-}&KMS@q;G8<zm3Fg@Gf46eU=YL<$5<w@+HdDmkRr0<M$N;@j|`bOKpT`w#Ek2{A3
z>QXNSa=%z$$2ZECB1}Qg$-haKt?wL6@OrFE6HU+Cm<N=G=5TuO^Hsm%lB+O}dt>jP
z6;N;T-5=lK_Rq?W?Oee6;JkadlI2(Ea+D`?M=s||^wsR%;!TDU@|Xc?UK3eig%}#k
z82{4T-1`!KANu<G3Xl5g-YCf8!8L7K<BC0=jBg9H6^-|6cY25F$f>E7)zpYk(8dJm
zMYGdWA5PLA*_;pYa>E0Wk1mQiY#V!@_S*P?MQIGtDszHoOPY>ze>NE0T4=u3m`72N
zMT4U^u-#CIVttFC8dlfF)t#uMcM)Mk*^Hm4?KUPSCO1Bk4S5fMj|52DAD`o~|F)~{
z_*dTCILBSra9s3Kcz2jxTMv-(%c+K7{9D_t+-bkMmcQX~!WlaV7qe@);+#8=3bG57
zZi<{$?++4GA5P1P1iugFxGQj}{_*0N4IcQ@Sj~sIFfhH4)^Xd`5E8l@XSplOMrV0P
zM>!-7)~z~l3dxu*V)m}opn1PjCXKO|cq`>xBn!*V#`?Ywog$z9g{WoAzw2P8C0K?L
zxeWO1t*@izytHR`X{V}5Ay7eE99VVi-AH*!8p9HkOWUc;M;Ri4i?+CJqzSWRnCqZ-
zOisoFk~G`=Vd10O-ISltIpN+T-=&t~lNIOmaKm#k&AA%P5fl{kZ#)IV9<>sJF{<lC
zS3>);rk;xVxWj2}HSd6FX8BMF?K?L1d)d5Ox|}1O8k&>RnDsBY13~EF+USfE=87LT
z_7%ok(66F5f!lePD?wS|{jNG!mWVCpR`9FnDZJ9Q(~_)s&$&o_5R$jfjH_E(M5CyA
zIw+r@t*B{Wvsi9FdW{APHnnc*=$k=ftdA>hiv2r!eQ)6>d2#hYl_X)T@!ko9{ex?<
zED%@1ofMGvDB(}jOf&OCKzG|*UV)qv&e;1jkvq#uS^8a3ct!ttF=rkViyO+7r5M?(
z1_f606Pz)HZTyc)=LVv=6*d^y2kfiawc!cghJBs%>*n%R+@B7}+eXuyN+HpIdUs4e
zs1Q$`i6d2bqPH(aMb_}v{4!cfBve+D&n)zaaQg30zV>)=v{_G^zi>7-Xh7_ZjhC(F
zQXp*RWZR#e+bWp;<_)#QXod=4rHG#|<U~#KLePP+*D5L4^9BIa3}bH5vyB`usL^E3
z0anL9!1$jm?0<lUOCxLJoVw|c`apI8V8G>$;o(TQl&70Nu#V;ga;$3rFsw84h9sL-
z*5k+O=(~YJB{sq`!2qB;Eq~21xakD;^9iphA3rsd6hzE@o+K1AoZ|*RakpKBRy@Y?
zD}$#}pt(A8ak_LqU3JI@hC7KMQiP<a9zdjo0V+fYGN9u6_3J4ZtqOzvKSHCEi=tiu
zpKUtO0IVZ10-7V>C#dk`N%qA$;;b!^1XV!D)tlHrJA_FuxCvq*z%6*}r&bqDvuR0B
zD15K*lk@;51&2=!XrR2hq*kPP%=wO0$Aw-@m7|L^u&^MO#<!o7-Na8h=-(2;rxqd_
zd&Wo$Ib9clXP&{|?qqTn`srapyqs0jM1_BT0F9-a(e4Wd6Xpcgfl6lfA=oPks%}nf
zMZsoze1VXegxG74aT+4N<v8GF1Q0fagupQL(el=oB21pIF)C*Q@Bz?oFk}`*04K;5
zT;*`hg+)ZZZf}?Tb#`-`lBfri0L;Jj>g*_x$Pq}R0xUEf2FCqUDsAr)-Zd#4Vs0?7
zZPQ%(dPPSxw!9n0=;gzU5gu0<QqhfGYxrc32xR^^xmc7mz*Q*Ndi45*Zb~z{RPyjJ
zet1E=dy%SGT5wFc1}LhZ7UTqQR~5rH(BUZxX4#smNlZvk)7KA6Pd5tOg~f%$)eM@#
zFb}MHK<A(}ckzFdQVE=$!>bzrU15KJf5+lt>x9=oDHZF41bBU8x^*#c$MH7pB#Y3L
zG(0Ctlu}T5=b<)QGX?GM<loO=Y0#D1co7aPrw0XW<n!b46BESvJm`bOQ{QTBta4Qd
zy2b>I?e3;4SN!a?*13N_;Nk?F*R{wM)R;2tD>Xi5Ha;hcbevt-(_We_7U)B^fBDoA
zNa*E9CZCy99pN(Orrex~Gf~%#)Bh2ppg}n4<l%u><RNUe8r#_`V0j6H3M`1jfEQR&
z;|B&iNRA4y?K^vVWZIvBJqeik(ZDDe?)jlN!mglHm^$%?8V%U@8d;^)jU*s|(!w-@
zG!$CkB3INr10ueV(9|>GXb7rU5T9M0cWhX|tQ52HNgu*mTsi>TAC!?(T1<?jOZCcr
z6Vs}+ek`ej*Q{Rqh5j)XAGfD>86~TAyt(TKjhKY88{$hsyAxJ?U=;$1O<iyppMunA
ztChM}a$)To?VndSi_oU`3}yv@WHbBpQ8-~gxJx3WV<aUGuwrCA4ht@g<;W3Ao}h_C
z$P}XH=Dl-gbGCx+k?#Qp82(HofmzxJxLOavnGpp9DTp{=H*O(kDlm|qL}p6>d=0;U
zg@wd?z-C+p5w(DqPasa75xvY;%#9%S;`H+kW*o7AJatJeAo0i7oaEPoVhC|OgLEF)
zi0}y0!P6W3ELL!T7fss$!`~lf#GqU({Qe0+od3205(US{cgRdQg#8aeI|c>b!~bt(
zR0!_-$13oDgJ~l&YX*Q;YtQuf7|Ut_-wfz6?!~St@CLSL>8OAZ2OJF5*1_g<uDVB^
z`d%sRku)#gy)uFaOvLY1MoDS?u!~49d*$~@y)$cTg7t|UWu6g~+vc!6!55vFoLnB*
zNn2VO8jUpdb4I^Dueg@9RcL+04on5&75mMbuYjD#W7bb3U^j<YselDhsgsTqNPvBT
z2jL5XX3)eT3QCB4kOw(i4&4J@5b=Rx4k&|CW!iUuP7hwO1E5=YVQ{Sgl0fvT&2X4h
zGroZ^vJXyVklv@}?RH+)00{7CCg6bGz!6%1c2xrJ{=tIQBu?H*P@I?p6&2K3vFYiN
zpg|@S`$2>_x9&eAi!f^SP6S9wn~LZd_<Nw21ULeqKZ3TlwnXocLE7JE+UXHMiL4uZ
zJOWM^#*gA0d|H}N8Y7t-JOt)q?E%0Xgi!<xV<LZ=yZ80D%{SRNdsN!;Jqj5r*|)V1
z%~g3lJWq*PXVW{7d@HBc769E+qh_+PXW9wwAExw<Xq|phl`7$N?2Wt~b_aL;s3I-D
zC1Ad!K>QOt=i7XIBoY!5cRlw$fbv$a(ZxK_c{`{QD0tvPk3`;VfR6^y)DQ(PAp4TD
zB6VQ=WbCuc59&v8<bOld`w%FAcooii{m)#*XSiQ5?>Os|N6B8YzAj8zu>C-rHSycL
z_vE}Bba;V9@9&xcn9iJPM)(n?I%o~RlvHuCXB{0MzY5<CxPWst*4Geix)U3DGtgjw
z5b%C-^4)wj;*hLS)D4cg{s3E7!_vh)B7#*3c~UBgU8KV|HWM6NTF?Lnfapy?Y{6S1
z_m$72&s%I0W$6WPS25LlE*@FxgMx}r2y0@Vwp^G~NJe`1M^OuRf~4#NC<u|=2^>ZX
z@Y8^4a6D{JkU{?f$Fd^2H9-gwyGvNlybq!P({KH;q7Z2Z|J^Hpe-x7Jg9L)0{x5V$
zgFyMa|IhJX=|`pqg1tByk5_gFqx$sI`}SP*K&2F%Sy|24-Bmt+rtj9gRmf9^Ln+ss
zKuMrj78K`VuU0Zmie3#gNh7LSFl`_usBU%lDnmT`;h02_dK8c@mw^MzcUFt@7#<Dq
z{N`({yWrAB?DVY`>NwzEO2cLVS}O9}VL*Hj3Qq-vrmS($Kf!STO4MOwKnbE|xJ|&y
z@CX984nU*2T_Fr}XA591A{r1KW3NC^Z&U#rO8nxN>8qOe^u$sAgP1KMQzhj8(56*D
zo1Q*xV6f2{fSS^(22hKD7X&ub__y`z(pA64Vs|Zl+M6o62IF)nLE())sL{7SpCS5T
za|!tTqm?meK_yl+)6DcRT%qP_`*j1-OkDHu)mLS};TQQ>aBKo0#I&~#;>F?%B>+O)
zY&qL1f#|dty>}KSp!$TBetf;5T4BT-29rNV;SSl{7kFLu->l5n+|ErrD&N^hi5FHA
zpT%J>>$W%$;2I=ZBxJAdyiYeQHEFN9U02cug4axwdN#gObo;5E(nsxWoj(t+X9JZH
z+$H6ew6ZnSte1jv1uCY2u7I%0kQ^2yPY&*-5*OXftO}LPp;RGY9DVun1(^iEY2R`*
zA_C;SYgAPKgb0#ACT63q2NweX!y^7i&6&wX(tl`MYd{QUgoy`8%E3#(QFlh|42s~%
ztEG0uOD9*#4I8Dvqds$}(4sWU&|rjdvau15Q(#k;<xxof;PCrYBFi~%@j$s7QpFOP
zuff6g5+?pKY;7hEj!4jk1Jo?$aG6DGc~<6x!UD~PB*v)0DNB|v3glpUaEoI$i<FF8
zL4X(*Ousl$i0vCZWH2NTfbBy0joRJ3KXfwE`6ZLCM{@#J`9trX)H&rvBaQvas5t@G
zFQ1!#Yx$Jkt}iJ^o~d(<QX?1UYNR_UF(VASKYOjyoPUMs`Ip_@;R?a1Obu4@JNaqC
z#rj;Z%wdC7*3~hJh!{w?WU~gf37{z_bH9LGH_cN+ppz9F5thSbWM`qiV*UtmpGN3o
zMNy2gPM4)HXPU_$mP#O&H6wUMAE=4YPmw;}ibjmjuI0^xd(JFB1%e(;J%hlqKTv-8
z@7>8UMu?I6Z_kHO{3Y#_7-n$wfh(ZqmQ2&+MbI*&jDoEjn;j_QXxjfA;yKxBxPq51
zQ1H*5LAKDb=WWDdA3XQfWdGZ9pTqo%n`!E@UWQB^+c_}{t|#9-70SvG-RkSMVTrfC
zS@TvAvfH0FmzLfuDbxH5(<A^-5Pqk->p&3Zg0{_xexgyD4X;Frou7$h;Kvw`t7pUI
zp6aWwMqXUnrd!rB|C{J`7^XxqKNHR-H$t%rJ)=3zr`poiVw00RJ`nR1UHI#>{{2`9
zF3cDEe=jPYW1M-u+8CwhBA`y2e&=!g5O^^lD?sj15FsOZn6O?W^tdGJnaw_$?f&zq
z5fUQz|3C0TH})bdEG)F;Wm?>~wV~C4({yIv^x#@Sph=$5ErInJqBM39I(>y88I#yz
zWAY|nN$uC>S4mVHOg7-cfyU}`2QWR9UF?YkZ_{GcU@B~=*Jaj$%oIY~N<F=_KDr2`
zK=Q!+uYSu`qTXdwLWYbhf4pYCZ)3f5z<&C%hW=Fq_4jt+)LSdM=R?H>lvrlK>@Wwz
z0K-O?K)BtB0kHrn=Tj&b^lEJq)yW)v!KYvj5)YB348_M2n9v~(GQc^Z9DBxqr0#)8
zNTB`vClyjBfc0n(BshXsGu_y6VI*YsF=ae`3FyVYgf}ooLSj?Ftv@qO$R5rfXh9G+
zPKY0~082^Ipj%<GjJu*t#E$0ZgSAHt%Dn8jN^WU2Ct4V0iWt*Z5^e2}z&_~6(SCvd
zkVBkpd;`l$h=YdjyP0EFMj#V|2`_q6H@msg40#-sa-;89?$;faKe~Zp=%yjC-|l(4
zt}#ZwvX=?zz0b~mpe;j+jA66(XyBrl{>${Vy>}lz*igq1Kr*G*(OMN?&v4x$gJCcu
zM*MO6XnpYg{QjOrul@-KSm6+fUIVf37|bORYZ%ZnbVIVt|A}kL=9^go9=3>*7+h|F
zpe+rQf4wHRqKnh&&`F5i1(EC#*a7K&?zT1&I^B#(8q7GdM*YILoLy6uQ~QaZ6!JxL
zi+g&C6@4l+`C4hKq56g6h#FOH+-mdhSzKWM@|;$QstB(B%mdA4MEvd!@VO6CFz{_H
zf0<}Xg&2VR=mvj5$h8AKS(f%cmiJqI21sy?xKc1~{Vbg99D|u0KF!?(xZSp|+h2g>
zP1tkfyJ<DNe1|<4fG>!H&&$)JVL>nW$FVs&I5_zE)s2O!U!jwoP7|Ccr(gP<DB~9#
z1L~6UcjR1W6hn$xNci^{9x_|SZO0_?tkx=IHkW+b`|N%Fp*a2aQoCR4P|4t1%XsG+
z_3`FBxx{@Yh5(ZQti}}^$6@%_o0J<CAiVRFMOr{9CYAKdZoxT!r&S2JP4~UZ$b!Hc
z+yYU#yp?#%ARUB=c$O}H3c^eKXU`lO%A+k7$o*#O$V%O5C1@{uXJhguSw_^HK85(r
z7@}j3G=Jrymg57Xw%}40R!&aLWiVt&vW+hS+Vxtkfh+e`)}P_A=jX+vZU)!YEgzE4
z%`1to2XgbWCB}hC)trk!-dXx~Cb-=fYBrrXpQZ`BuPqU{#50IwU6@ZxNBZ;!U7;C-
zX9)qeCU9;d{spCmjnz^f(hQUVHF#!hi_EOk?gh4n=hn9Y3+O49(THZ8lh*dIN0(Po
zNrZ25i+cLpU^IYMSXh`^teC9?g3)9Zaueeo_8)Agh|U*;zaJu#(iA97C$x>aO_UU?
z>Uz>tHtZt;0TOQ8Gm%i!BGl@M$;kr<tnqnqAt=!WHHfXh39B9!ycfjZ0MfURS8mc3
z#N+$Rsc|_ph-DXj7I){E@EurNt#UvI6<B;vBN`4{6?R%vxP;Hb55REr+q@Yoj@<jt
zG@rKXQ9Dp^{tzUI;P<mzXe3F%C7+mCU|z*zV5OYu#be8RS+*WAsiggU?h9lBZ0jV4
zO9-8QY8o(O<iFAnT_0=$76{8>*R4c>pDUbl-AHT)kS>&MY>IidSprsaGuGW)LN83B
zS}OpY8_H8tGtwZ0L29Zop&le#z_!PH3|wg!d)~xfH=DA=kEt1L!%j^NM)JqR`e_K|
z(zZOwq^8os)A?JaL?d8I_&rptDNU?OF7gsDh&B*12b@`>@U9e;luV&v0t@s?P=0~L
z`T?{vk$O4|TdGE=l-W5?VH%Vw7oDaDl4;4F^kuE@$0PKzg@RT=y<zs30DA#j#h(+S
z%`i<FG9d`|c{={^m|~fMI1X&!;&;NNlIJQt#CMu~U$tb%ZF!dG9lELz@J6#|HkSu~
zh`2rm4g}0dtq;AusHmuur)S^bU>GDtQC2%hk$;X<@_&7<<95{N`%*t!Q&NcwL4Y&~
z(5v%B%?>Kym7s%+N8$U$ahgOvB#*(ljRK$O%NQ6G*&d|SAqoYOMuTdACk80MX{h2{
z6x5pJNZw)xcmt#hV|2iQ!otj4_~^yOVkY;siHfOq7kACC{>nMyPRku=2&M#84Y(CS
z68cNP#g>pj88BINT@5>>ym3D=Hv?<gP@e_$pp66j(5YiYpVtvb$^FjvvmsGlg{>^`
z8WQsT#f^f#DBd=ng`7F74@PJMqoY_6f`-lurzC%j%+nPZlsNz$;Si;n^Z4A*MFu1<
zFqkTRWOCL`yOt)W{gpi&%3<g)SGKo@z{ctqT*DL)zYCXgZ|Pg2phS-szIoSD0zaax
zj4oNN-h_RHF?kZRC{AB8CT&q2rWaIgdu?OpO@eJa4(u+Km!1a|Iy|fE&&k=c`l61C
z@NK>tt(@No;EsH6-x7K^K0>>M|CbLa?Jhvnjz30VKrQ6-coEO_$K_f2MN5N%1I%KR
z-6<jZ-{5@(CRW(c-wIef3*ZL8r~CR+)5BETeI+)>Mpst$<ck~H=hW5t$y11EIul|%
zkpmw*G!Z%79xMOz(7uie+tzTNpMR?6YDCL(R}Z4c?Fo$Qh_b!Gn(Scrvo2@;w~6@<
z!FGbwxl0}Gc(-UP{Dk2JF@%F4@D_Zs1prv}i|c@02+HRLaHrPby-{jD4&?6}k%Oyr
zNPB^{I-fN90N@O8YVzoN1`9?~pW_zwrN8CJ?6M_<{Xj9b2I<QA_Rs4JqXm!4G>ERw
zd{{QeV<?_2$YZM0R;;67IDckk#Vjt~WF`i+B(Oqjphj|^#xP4A9Qu$fRTl3p`n}`Q
z*}>T=hjB|XWFwO2YDkd>=94%Weo-ss%nA-Kp;D9+L>8{$N9t<IA2BQr7?vvPAJMy3
z2Wkg8s=qQwlzkR61I!ibZGtg#<%g`>Z%lXU>K@7G>4acCsN<)_zZJkuFJeo2H7mnT
z!tvKC<ZB1ES&D&>3X#iKNd7HXOCX@&Ij%6InL4}n9U<~U{xGClK4{;C3;SE7;OECs
zmSdK^A;L_&ikH{3(^@$6>njy?m_`x(6hex|c&M2^mGkHNoB^8NWSX@0XW%}r&YRic
z^tt_=0e@7I&AlA1rN>UT1F)Hd2^_u-zn^n+!JWqBTFC4oJ9psxYLeegTYIG+F$)7k
zN#4xt7N}(4i1P<u_IS`ZQ`u{j6Jf@Bp!vTmYT~LGfj#5q+3{HxUKE~38bkQ%B4zd5
z4;bU0K-9os?Z6yy^otxpq2JRb<fcqNLSQtIO-uk@brdaj4EKi#tiP&+$_`~H1*!Ty
zy0CcAI(rjYqLPc2Zz!gU=>7sawg!3^cnYs3CNuywzyDVJ8NQJq13ufaXb-Nz7gsk5
zGE#@(+oaW%zR1|xoiOENP`g0@;>??r#5Buj%9<vjJsM$c{wM<yRv}Bb!mst>$?ryz
z)aHdDY)D{a@1K0}+BnKi;%#SPR2wEoGjI_hqXD7PA^BQwhsP_1%G6Pe+ByC^@v7oQ
zH5~NxC@d^2Bw`a-bch8R3W6<p?Fa(76Ke2oB{iWpRekWf(iSlAhsR{|*6z7I6!*Az
zcxbxSW}${@5eg;Ki(*&&N{xG9#;`FPw7u9Y2wdso3IkzC4!2)_NCA`BiA6jUG|c*+
z7Uu)^Ulp{2+AtehwEHqLv4C~j*|7th<IXi!!M1a*d7@|eWi$#J8EE;P6Bo2tkzjNa
zkfi(X;k`8c5zwR9+|d(Z;8<xVLI<!HrN92I<4kKfubTxDYyZNg1D{}cQM%RF=(%b?
z<A_Cw`LQ!{MB8qj;#=Q5>I<m646m!oP8A<U|5odkb9oBD-c|)bKJ&L-k&Yxt4#KM4
zLd8V&Df3_QYv%Z~Gxmy7$OUkdmyv03IeqiSLH)cERcM$>;cJA?fd61g+T*u>DLeK<
zzAB(_%;p1m9hed@%g8O2woo>AW!p*_>zaf4<XhDq*}PoG!UCjNm@)>liJdYncuh9n
z{dX!t#b~|0#Wr2n_ISs#l00yUw`)Cxw3B$15ePm$TpJVYzcK3XXQ>fy?OLsc;iyN>
zv*Ryz$9rSnR1(6xGTd=H)3_&LzY%FE(O9*|!FKV7!{&=uk-5#+JBjD?ix8Khx}%^+
z(WMYdt*f{BdHeXm&dRsE-@bRGpG3p625?s#VGpx9K{XurL{~Rs>In7b!8ix?#@2Ny
zS5KeD$9O|JuY}Fa(exgsNi)teUQ-g)-VdM!gI{Wi=hTS0a0SwVlbaS39vOCCux;YM
zUI~-ZO}J;@BJ9imsuaB|zunW#E!RNMXz&a!(zw`I^>+00rqtVT`=eJQwtdvpA3!tK
z1HlvWDy_902GEZ(J$SPWaUX)9mk<T(DIt*|Zf+Bk2~M@JFg6N7AL37!%r26x$ZZm*
za;%SIU|nYTU3j6+rMl>68DCA>xIfa^6877H3CtN4HvEm_irGi^AGN`pFo?na)?zEs
zYnY>PDe~+8G*m2kz78#?UNtPsGg4Rt#L+sbjF0X3ar+VNGdN+q)GxCDN-12nfS0}k
zWf&}Sq`CteuLFomcG>$R4136G#~V*w#QJ(emV4f}HP3lpED5l(rwoBbYW2jmfACQn
z3hwyZu#pE8UbZB7kJ7PGm1Fnf^aIqyFgN)k#)6mH2wRDGV?~n9k*O~I&Y#Mj!?(9r
zB}})vE7(XZq-5>R2aED3qi44!^6(&5m=w~-ZzInM2(FOqJ_i0iU@xf%TR1{bm0^qN
zSX9Tw;k?mu;gkqCm)Q&rDujBc?)~7OZKbbAcF)uP4D{@$fF%I06AKb9Vr=8DGRL`f
z;cqWU*Lm(6pYI1<=?CFHTtvL3W%bC4LWhI4C)E@O6FKDG<^Hi$PES~LQxwG<8Q#{>
z=9uzEkJKp21;hdI`N5vP+9^N5=_G1guN_+(Nuce}RuczeDx!@Fy?VkLhrCvuOl$oE
zT@1)4dd(g#n=OC$%9V^|{Sz)`&=-LY8?lVH{y0&o_kpuujW|iYW4R72R<M=$!0Y4D
zZrF;OlmN{od_lh&XcoaKzy<PP!F5O#)NbPAa%I9^uimvggm`Q>6KMBs$-kBv|3zwX
z@4=Tc{O}hHFuOyHFQhrV`x9`-1d3{CJ2go{``lYij~hy!f#e^Nt}W8oOP@S}F?v{8
zVq6=?ZDiRLf)JP5UUR1*M*n=IR&z$__1m|IVZoM8vY$@8r9Nm*_?}xQp@b3*@%>Bu
zu+bcT3Vl=zk{KuZBjIyGGxKfw0_{)Q<<8I8Xy!P$VPPS7SksEmwNW+(+jZI{6=hlm
zI!iV*$F=h_ckh<Ex4YN2&uoR)k)B9hy>A%u5?>~0Fau}c^gMPgwm&8&0Do`P-Af^k
ziD^CN`<wL<;dSxa3WkygEW53xBVE|me8wIx=ePT6gpIDEMizZu?ukcn3zAy3*hz()
z1u!0-qm3?38cSkYJ)Y0LG5O>gCt9X|1bI8tVZw=LMt_ASMpT)VTLgI&W<-pZs*h?&
zeu@Ha2iw5-_OU4`F$-sbxQs5<V7YvV`1V3R#+QjBb$z|OaTor!sM2f{^9QvGYEm^&
zRWE(LMbb%T{@3oAy2)x(T{%h2)l2GflG=;!a%o#E5`Sj!5&W*!JSC*0WVnVK2+|7m
zciMwbCJ)saVzV3#6u(Fzf4`T4n58T4w<^EB0}wjcK|60{6@dR&dD`IyD~1_y=w;A}
zHh3N7*KJ9Mtcf*-|IoOzXA#?oH{YNpMfik%i~P9QJ|H4^t(Gw5<&E9*-GzF0!)ss7
z9=*o2Sizq2;%kZk^kf+zb`*jfC8wp?7JH-oT~BDcdV29M5=ujfTGzhX1-|}CCgiF5
z?ssfTYHBuAUnqabPzGpNppBbKr=xdQ&*LLwriP@2jSa4<s;YdRhW&If(Xfxpb-@cg
ziQe@ilP_b$&-tWe@dFj9qy;OU^^+*8sG#|uF>+L~DP3~K(_qUAzR`RmGyT}qa$oG;
zk^l$uq8NjBRNq&IQhU5N(}#Dfx7OdtI&b3}*QE~J)66_f==s+NKt&molvEITMwG3m
z^`x>z)3Ax@Z%b3%A^K=HiM<unV&uhk_>mUrKc7QlmCB4DDP$eO1nT?Y;mg243`F|N
zrc>?|eW$n5ZBqk=yze_Z(Ls9D;JKfnK>><PazMDD>@ab3j0O-Df^F|_CPRc#4jh`?
zf`WiUV9k^pE!^5I8EF$GP@YmK<E?3Y&R*Yu9;zpUowFGhKps#jFw*e1frRjAh)=)V
z;+oIpfdY1c@%lHc1u4HliWK|i4L(RzpL%({9~@NNJOEJ2rqm^%kb?_Dlu@Sh<|(b&
z6%K>0nGtG%wfwu~<O~G46WA1LOV7=F_aNy8ep4%qYG4sCBHq}Yi;FaX#@_*J1LxmA
z?Q85l62r07gGi2n90!(`kHIRL9K>D@OKrm{vj~6>TORlb7@_xHvOLUx407tZW=}3u
zW?><6fnXC7_JPZ>^VePi1QxHXukQo!jDJ4kZsNBNskmrX^%(sg&2}MN0s^giZAH#o
zLj~f;KXd#eh@{7cW+{AWoi09Ki`d*Ns&av%X5hRuw41i&P*hi*uX(17lNHMh_zz=J
z{Mh4heTVqrp?}SE`LgiCyT_bf=t#@<r=IkVA@M37K726t&4faK=m2!$D*%Lp)$1h`
z(iuTF_!qJ1L@4~a5HW^`u@Pww3V~7^nwk(tk`55)#Uv+(v|pUz>69DZ11tdzg$Nd)
zkNXad(0h1j@a<mcviHJBnSliNDmi%wJT}D3P=zdpg{<~YeJ>WW-2g2^p`dGpm13Ri
zfNQxgelN3`<4sxZ-_O^irYtS3!{`Zp-n5?R=AeP1^%~53oz_Qa3|qZPS65dnD=V!G
zP5$2cxg1Anoid09)8l9Pk={hvG^%^qZ!BLhnaiM1Rkc*}6WNYW<SDtOw4V*$u#F1u
zzd*9IAX~=f+`YKCm_AX__EtXpu@0Ei#ipi)K>-FGooh5meX``DX+hxC3qKg9MFhaN
z<|M!54?^<qr@kP+qyXpd`;eRrIX?6xxQ(WW;|Bx~fx9^!5*oavt)~|Xi*V0FJ@(Hh
zrdaugZ%oCHQx1smO4ZCaG5NlnBCPrFFx*r2K)@jdifP?r2gu=sjhKD4NM%_5MMz~v
znvUGGxlkoYdfMaIVK-zkiC0aXCCI;`vGy%s#och{(Z|X=fu##rsWdxd=m~Xo4`Tc@
zw~l;Xq3LCu<I&5(%-r$!eCaR4?b{eIzzzmz18_!Mu$6_yT+Jgxj6AL{CV{s--}Qe=
zoQb~Lm5tp(nLL#v934YSLb43mqvPI7W>B#Jat*K-F$}R^!E^@RY%pA|pb=sa5uri>
zC#Cp@DE!sEDtLZi#ltM-@Z<?PfHHZeFp#oI$a-2@=WhoNoZz?Y75N(&alLr~+A=4<
z`xq*J$o@F^$||ArkEC<*4sdW7^v!QnXC&$2in8#$_->6GMXRE{*$6r@%93Dlo?Z|2
zG<-Sf1#=C260PLrzDIup>M`4yD#VSR0nEe9&Ti+XCwAGPl1<6>hmV%_%y)hl*c%XM
zFZcAR(9X^dxS9vS#QHq|H0^&cL;z_-mbX^;t@}Q-ObiDH?>^X~_i0;6Q;>z;Q)ei`
zO0}H#34{|J#-)M^OFy8ZypC8f=-1idypZ$<r;%ldWRNv9d?WivP76>h#67uT0n*N3
z1SScjsvKEDul5}omnva|SjCx^SN#0q)N*ef9Nn+OD|FBlu07rKWo0LR$o)0aDLI9Y
zT{Y$YjeDA!3HtUEa=mk$Ht{QJwMJSR6m_3P2vWkif_|J#>x#jH{l4hAgoXmH6YvFM
zWRrSEZr}JjA1m9g6GnkckmVvN02V>Y8KM-h{Q@J0-^F;qES(%kNyR-^v&DER=Hh)C
z-e_DwSuxn)w2h%Zufd|=x#g~`SK3CXcYL+l;?3kGz$%fFIyKkv5P~XUxPWkaU@!}N
zb_J|`rGU)JKpcuf0k)~Qod-hWhR64B5i<x1>J)t_E@lOY$9eR6=zRzUQok$fY~cLi
z2#y~cBRNYOoB2XK+<`QSo0}WzzXT3XQD8H88|4q6K8V&$o=g-D2-h|x$3<t9r9ZaM
zIy<ZCy?F2=ou@8*-b{#cp7Y_u%=)+2I6seeeF{NEwmyesjOFEJf5`kYY;wban>_OK
z73qnSn})0o!3>eUupgoZt@kSo8()H)s-pKC=nUWT^@y^s<I?%-XhoF}u1fbtmFag)
z&)|EI^?IV;k}ZwOrJZIeXmxD6`Vl4qHlGT1+aMYZ7m%y|(a}EeWQ_!dZC76(){R(f
zq=b%QV`c4x2+~IUR{&%&Gc&7Es*3<C&5V}<WU=pQT%jb)bH|2d3?jb@_oi%d@9)cK
zwBo+lC_v<bWnWdfRFQyUVPhdbuy^oQ0AG5Wz5cR|ELs>VUwuZ@=(_9r$G&K~o40Sv
zn3~(h52B@{r0A7NJAo$&F!S6rZh3zT^&O?_NsxKSL|BtG&hx}dlbqq}!P8+ce|#|L
z;NP3nUitwe(62y?ld`d41zy2eyPx0X%a<R6gVyrFQwT1)g2aS@><aGcPl%K8%HH0H
zIjaNA{~%d80JaSSBO@l5d3ONR8V#~aAZF3{`*y1`lRSY5RD=6A8AQ_hgB>@sio%rV
z{3pL1m#v2(C1y2$$r&(NOI7gX&GE-sQdKxA#?SjxL*U>>tWJQZwnrsG8yyTPG4RGB
z0!jMBQw$vI8YYF94ibvMLnY17NRcwSo0#%dL8W^)tq4*+ffhEc)RC2)y&H1Xz_r~U
zDrh9N_7{A!Miy2)GWHHEI$wYA(#nDP7zD?>2e*{GgcN501F*5N5h5Qq&}`ra#sd1q
z3T-_k6@!mT3|s=p;18sDx=n7@le_ow(dO~{;b2Dh6mk7kmw9xTA*g?HfcW!+*Fv8A
zRkB0;-Tum}jhB#oE->mQ0DF^!q@=HTNybvZe+LyT;^}KY6&us*^(MeBl%M?DQVU5+
z^B6V-k0=2-!^6vFzQ&QC=!O+xjv9Zgf;i1Xy2<cey7hynh#wX>(yFiXfXw?7<Cyy<
zFbP2EKD*()rGFfrwUt(9)7j_~JzlR8E?Ys!5U^nk^`4V<7n)wZ!y-KqHr#KKg7lCE
zFAWgI$XkhMq~6NSy=>Ivratc&NYo0crh98*%`8qoGOzMJdAbE|T3_S5zk3ber56D+
zi1J7651z$mK<c9m4BJuk+}uP!=A&d2X|6=~bXDZ`k)(=DRKT|OezqX=wLNJf_M(Qw
z_<=UpbE!)((!I&dj17=M4|vq8>*`{Qh=@cclySgeOiD@$6`vfyS7VSrVm}p1H2m~U
z0Ndsv|Lva-IOr=Yv&8yCR*G&G$=TmD8-|-3wUzcm9*~|~jZ;eFo*O<Y!an;vPen89
zxnNOr#{{0;z1Ok6veU|xoSEg1AERo};(g3YZrb3sNeuULVO4eQy;XiQ`07yWbj96P
zasqoCcuTf9#sP%|KUmZ<g6H_W&?);~i#yfwziQ1>>m$8+U&cKmX1b2Y%~f@a2WZ*w
z6+&(-iXnw{y8it8_hBQO0pz??t`FS~YWhAlr>58Go-1X7>#A*yoxPecy$IysBAW*O
zjVW;EoSd8_;Rk=;_xrnG<w?VYxuHOeS{}J}DpMMogN43$?9-4MGhbB6<8}u$rH?!Q
z{p4eR<@oJBGu|M)0oAbrg2<?=Pw>y`tY0XxsH)#C^Ra0wE`IA;{5JeY;vkwH^4ABL
z-Yz3P&T#QVjSU0*V8|YO0)wmh!kY}mK5s5lJZ(r~`unxK(mwR3L*3nS5{Af3xbwNC
zde`~)`4QNR=UByCibn-Irb6uG<YZR&qi1z^tPZQJqXce0HV<a&`5QGuy+EpzKuWgB
zzP{jv!*8H}Hk2r;psbbt3MvQZvme%bkIc<)BmSK~wr5qlrf=rPW_*$<@5X&n^e5WD
zZaq-a6SqGEt=N=6uk5B-*i8!C*D32jD7Xqb!e{ZcPvKmwXYd3%aN>+;@%EF!Yso3!
z$9pEZ1^O5RrYat?`RL+cG$bFAyr(>CUORY-&@{j$BKGauXlSUifX7M6VnC&Nr62C-
z(8EI)_!5L*AJzrl4CC-rEIyuI6Z`q=il9*}7g0w|py2#NNm+dLOEWQIN<Lie(N#9i
zhIe@34Irt}XN+Q*Wt(9rCx%m;CNGiBPnwzIE;tNLCalXja<)u{^3PxDouBh*JHWAW
zm4X6CvMoya?IqsC_G+8)Y>dId!5HAsK~?na+qbbV*4dB9FAYWXZ8l?|P&&~wmGA0a
z2EWR4*p`tuEd*K1^XA6#n`~TM1#JqdR&4a~^5!85!_r(5Ovol1Z#8av5TY_F7kIz8
zikHBe1}S^t?IIrl7eH2ZHSt^DLmW`pkC*6h{efD3MwSLgUFF{0r=+JLUb+~lO6!l9
zyPxdduTKiDb`uqWGtKk2rCz<J4L&EF@Y1u-dQ>6K4}MGMEA)i0yo9|BqMMToqZD6Q
zDWEmy*S3H|rQ!Mb20E`~#@TaN)4!l+M3PG(FNPADf%n%R`DSgNUCnNiJB*b7TK#RQ
zTArrGs_6!g;U{dp#ozFJw+=>kEmHqvoH3rOL4gbn8afK7TbG!ah9fPE<e%djxL$L!
zQqXh7;bFWe7jUX0`yzFCEi%y>#PeXVhLQwk9z0Y&?YjIT>X>sto)Bvjgj50L=Z81K
z*MR$k1QR!2<7T*f%uMU0q4e$bAeW+&ohUQ?&7czGQU@S{a4KXmH4-cu)s}Lxz<Ch9
z3y!47b|1<AV(q=dx&Hh9;SZTDqe5iUpvbCkvXYfi*&#B^h!V0zBzqJJmCS51$_U9!
zBr6g!Qbr=PMDEAC@A>;(*L`32eH{03ANO^fe_dy1y+7~wYdoKi^<;a^C?7_h)P6Fv
zpjc^>=<tVQDgv=QLPDogt?cf!oRTI6{vp%@+AwzEszpYOY|RY!VCZy<9CciOUEDB~
zA(VGuTw3J3OD=bgcfdCTt;jF?1qDO@uA(Iit5Jb^+2*D@`XB9b)#Zc!Ow3FN@b+>h
z7oI0SzC}Ac20;Cp%YzlWeAfoLVI~ca$+5v{36!)ylbSn$`>vmK1?Hh(?Ob}UcldeH
z2_t>B!S|t2N_Ib4MZaGc3vd40w!V+6_Ub6bvEw9bC(0Fis?A@a<y|PMd-E8N-^Wfi
z`l_uYnVUXV;k9B_HIG!9Ik`7h72?nv7~RT1dWR{2M9)V~mj0MuGA?Pei4{XimmrC>
z{n4K}r>B1J6r4PV={wU{?=Dx{*k-t<X&vzSJ#%y_(OKQG!@|KKzazRO^uU=BTRW;x
zOnR(>cj;4PrS=>e8L{>YeSJopDT<PU;$>qa6$%nGSMNW1OX_ZK#?~h!uRuXwefq>n
zD)d;gb#rqYZjR=~eDoeSep;JC^<Re3eaiCz9HPp?6z+Y~h4KNJr*4(3cnQ5RU)cH@
zBRT?+agN8>fAlEx%Iqg<67a)a85s%j*D0ENBbSz4-oFVwARlybaoMHuR?HJt!82U+
z#OSSm97ie8w$IItoW#Fro$IBc>E36G={Uq_c7JNRtBAcLnoi^*&HeaMi{!LYO=Wr3
z@0wDNnlDEQb8?-0T1tKM02UWfF_u25+W4w6-k0|Qe>l1NR8xtBu}F<h*hd4!iE-tw
zU9=(>tJWSwKQOxaAZ0U_HBA>2em_tYf9&K}9Uak??XO?c67p$6+uPB?kW!@lL#5e!
z`6*LKKd=gs%PtBArIAtVPL=Ve4bP)KSkjQp$P3`;SV_7m^7yDdjYg2>^tj*#Th0BH
z^2?z;?TS4$;+^}jj38RtkD=&}Hvo+X$R{faD5|73r<oei{^Pihjx@|?OKIe({ImSr
zbeVZT=E>MJjy6w=2_%&m&ZbspP2xDJj9R0}dzd$T@lx_rQCjZRrVssF$#~e#tGpj5
zX_!jvVr!%MkW)|{f|6?tjttW<KaoK2M`n=8upGI3|HzbzN}W_W^`o>HwF$GYyM0gR
zeY2@yHSg0gJelEDS^f*qL)Mi}?kt@UxSUCH&@d6P{^7CSIC?$0oE7C0ZVma&uQ!YL
z+$%-cg^}_eW@hTA=W?U3Nt_z@y$nhkpG*<NW@}rUnS(<FbP9Ft?R1!+^iGNW81YWs
zq&SEql0kh<O+QE{Yw@Zfcw>>U-HFyE=FvUOY=JEA6|4eKrQDajAp?jYCW4SRRX9(Q
zi;0P$<28d=#n66B$4%uQB;OnZtVqVD_u|IUEY(!%242qsbKN7O5cWHfc7^9!aB%Rz
z{`9@dO`=;`qL)j;G6Wer)fbnY<n_!bwUT0NbJZJ;Wu>H$qdDz8SDuh^Elv?I1BSuT
zAob?F?Fa@m*0#5w8H>#!#GgO0NpXMeOaF~W2nGBwjA-av7|A?@;gm1_tWK9*9U&+E
zI(i+Fky|Q!uQ00s;S#q{7r*N6-noGZfh1B^Ru*Dy_Y=n$AcSF5_-@c4k9_$O2>Q;p
z)L6lvqk*@wg-S7&z)vjfoHGFDN}9}kO6+;GY(m^m+#jJx!1V6Kk}Evz)=m{Xk<^Qq
zHOO{zx1Dh1+;@M@y)0^eXP%Mu#Sf=&B|g2>&Ow@Y(gjQ;p_QK@?iQfF_pTW%s1qRi
zh)oN|n@37&PeIjk!u#VdpeM(0g6+i67Np>m{ob-=%TtI&bB&&FCk8MgU#HNbY5VyX
zZqd^$gjO2QGKN$eCA<)#L?a*yWX`f5wJb-D4iLIw$h(x_H=DynVFBXwCj{Un{X!{b
zIIkt9ld_DwWCHT50Vmh>29>O|*)*o8?;U&FgJQw1vpRTx4o8&kh2rFVoLui}2e&WB
zl`us`eR<j6N^yc?x$J&!c|FG}pz2y)ODxt`$b`W#jqP}5%qu0ssohuYU3p}hnsgrn
zZXhEH0e0l|=hxSPbw@|XC>1{7fnUFGp`r18@?;-uA{{vVAw*6^&wbU!Wjun2k%E#x
z7~Kmu<cKgJs#@)j$dZwmcaM#Y&CJdH?7+P1wXzi-BP}0eu<DHVo`R``MdQ2A)CBxa
z>5)h5Yx#7WiKF_e)3e)m)8)nru7u6rgY@$7o$I=~wL9f>V<~bCJ%6rU`t;<$+v8eU
zUIN$C&yfe$7alq3@XfOnO$+fhNyFd252bnU(99@n24Hsr@<DN}y%t-UwH}Qw2_+as
zD$#V@sPcYT_*+ZTQk1Hi>KYl8Dz&YxTk(v6$O#^*VneGeO$3LMUSejQi1Wl*TyeUS
zujIPGv_zr;7{%I_;CS=)ZQ$Ac0aaC1o$D~?H@|)RB_fL>>;Q+pl-?&1z$yEMg>T<d
zY|A~3|4Adx7dteUeIn-!4UfF=>j4=oG3CCRf1uyWD9-Osr)s@a%!R1=hf*W9S`o-%
zvYn9#|FJIGc!Vr)Q0P(a<~q{(n(N!>IHVFQG;vSksQAZYaX;f0Hxk7^=-KzQCRFDq
zJf89_wR*#Zq%lf}GV1V$7<TOF;=|j}J9jP!Yj0E3g`eWjIK51+InZ)2>!&;y=3nGW
zJ2pA~H7tDJUB}}&H0*}`S;mjf?pIJzp%F595fl@%Q_5$J1(TTH$!SQW){+@0DN$iE
z*sH<qbad2_O?7zIcS!Eb)A<e|4>2@}0eG^LlT+RcB@2i#SfI5Y!*}0RTUWOUm~vrh
zsczOm;LT8J6EmF-OGxxM>$+qd_}EanEM|F1>inCyeT$~~WI;4PnxYPKhS$W2R9|T9
z+xt?bpFfsFEBEB_>50BmKHK9|_*7I>hPM+@Gk6~I#LxTs9=PpVUtLjF^Q=>)8|qt`
z!of~dTTnkzJ+@ihtJM`Ns9%;<oG^5wRp;eN{VTVbIn`-ISZg0GA3i$HD>+UWN9BAR
zD&TM+{qnIyELOHsOHTk5wWY4EuEb3qZEfwm)0A+iokZQx*-ed;ALQ;RVCe>|nQc$c
zg~17zu2}?|Vvqt4$ybGMv~y1H#`z!jM>oETiGBI}`6Y}d?>j`~syP$m4cZDGYiMY&
zd5=7K>$GHWw?y!(B!`Y+s*cwFnwd^2?xE9$-o_SQHDOOReEpuQadD1|j4b%t+Gon3
z_gOFl-;x}>=IHmb-t=S6lqa5$(#~#N@l*fzL=}yG)d|PRKibaAg}2ksj_<Jypx<=y
zB9C0qy-h-cH$rU8@+7n_E;)6<fUs4J%OcDSRIlm@6-7m2Ks1@4py2mv{2*hCST<ym
z!$z3w{0Wc}0a_qZ5A?#OjEoGT4uOV^lBA-lDvw10<baF>An9DG?JgX*5Ezlm$?!KK
zY#hwf*9dnXTO;)J`cxt$oMrslK4cfo1p*+Rm3-FOdQ>1_B2K_&cH>ydZvG|HFf-hG
zBwr8@wcXu1)80F>Cb548+7nbKYFR*uxwG`vY4eUV$Zu6U!@2MBF;7md-CfO(irT3y
zSJP_AK47wj?Z8oZDZ=%>xMMU3LW2A|y&>DadhOci_asRd0ni%MfO~<fk3y&;hdX#h
zEix!b4(f3cvsV;^frkjs0$D6#_x_+z*#o5fRj)4_5pqESOg;TbDi~BWB^-Ypw!eb{
zb#!l9eX4(b9Ji~`(4RS1r-0Jk-l?i#a_pLVRb&QYs-Ci#gykUK`u6R1ygS3$#30c|
zmZLiwYHLqed^j}wC5Ed&M}6`;txbl<s^rLYW@Xt@CjCRh4>`srII6iAgNd#Qaaqll
zqE!ZV1H*#vkv?Hv%n`l}Pn&Q1R||v<;)tyW`~L%qQm4o*6yyp@O6GWxut(jBjopRN
zvjF5mUu`0;8C0tG;XfigTL@4v11wrX9iQA>we6AmO;oL+T01n^R9(-6QAbkyKGEv`
z{iQ@?5%<?w9i0H;8U|#g@4ih~^AqaLsKmrAqzPzcJ1=Ro-}_@A`@Z2WYWL1Pl%;nH
zcq^SZh+PG!43PgA46DGq6(Gq+_HB-jqQuMLKzig=<vD*G7}!JHgb@5zN+yksk1xHt
z?1^jbq?gx=z1b=W{i$v$waW4lQpw8k50BnNZ`2sjwCSBMgJ{Fd7x7Ec6X%y)`q9jz
zEV=hxR<ZE*rh@^2rMEV5D~JW`^>SXiR*z+KpW{nTwCFCf-CVM+lWKAqoMX-bnY;@E
zoo^0ma<{wDafe4SSk#U6vT*0fwB2Om9y?kSo*azn4qSI%vw)9JzGSBy9-~YnqAqQ8
zd{otzBRj2#nR9^D)2`XRZ@r5j7{Q3A^R|xNyGSG_LA$;(kCeQer7e#Xg1AR|*sP>w
z<s0|&@M>hPDr%rJ71#PQIACrlt3-1mvtUPvV9wQP&1j{T>Hbo|6){T70PB#nJqK5g
zyxq&ZiS*z_f3mh9^?jO&RE;p2$P2t&IrahSBH_`mL^^fQ(hwOtB&cd}5%;K+-_v>|
zzkfJ2lo?=C+Og@rP7bCF^79oNI=th@{`rUS;gWn|Iu2?uN5>{qVap$Q==WYX^$>jd
zB@643+ixE&OXe|hvo__#cc)f-Ek4-ED%z<7%bup8;byt6>8AO2AG$ccWR&=XMSW4X
zex<B`g*u$l@@278ENC?7%p~;kC5iTRMpG)Ah4ZM>ICGjgH7A7)*A6;vk6TSm3u7id
z%FR2;;(6ZiG+5wZSAA;vnh^{0B`8=p^UjrDOYhXt<cQRtu0b7j=Xm4CkClyMD2Z=%
z+8NjQu*3CotGxUe)T)K3IrrLKI!Txbej5OM5=xgz2lq-(l52l|y6jF|L9B~qPrF%#
z0vVc-$kAvmbFv?@n=Iv@KLaTpcIMD2X<H0rtI^=K>@USss5M++KM86UoFV8jQ!q$`
z`OQ^bPcN>s21l8H)0i1Ho2pgbxu^1zWppw>eLWH6P7tPGmgO<As(Ni+ji4t1)7lh0
zs}4HC=)pI>Gxf2$JgqbhH|aB(!6~a<4z||p@iKdt50{m!1n4wz7&qL~`Q^Nujrvm1
zz~G3(rTj5Nh7=o#yB^(-mLGu)C8}dWEDhcCPG7GyJ18bq*(+7}v^?IT1t4(o5{E&<
zNgp=0MAjw&bbZw3Pg!u~-^N{z07IzZ0$rxx6N%ZZ4!UFe`&+**z_*(cEh;>CV{<ZX
z(lRG+0Er}7TI8R87Ld>mgA!Qcx9-@nLq}IvQ%)(UUqH=wpR1!x=^m2l^lsm`9NSqx
z#>CK9b-ctDG~O9y1K_l(5Y@*(l_xV0Ekyty1b~Zww8z5>c@pro-6Xs}Zr>nHe2Efj
zWO6bX0Jb^C^d1(8c5Oq!2(;7x?EcRYoG2yXH}(fT0t4~Za{_{bng#~12ZaRg+(<nb
ztpXZR$029*SgG{$7cU+d-5??^@5jeWOi4U)75POg`Mk)VB&x!f5TBxB>}@Y<`7bH;
z?s}!X)QqFZFOiJpd7a9GV8i|jxq5P7Wv)kF9pSYd`^V*DTFU~ldIf(=x~VtvFGl@S
zqI6h8pRX~9THM;gI-#hK54MW{&`O{p<hbbN1Y*s5vUNd0oX=~T?JwPeE5{83BVxaU
z_B=v#Vz_G112BMWQ_|C8V(zoLbO}U^^5n6QgMqkbN~tXWM~#?WMFKOgJ64U)@Hktw
znk)?+5~Ry)#??2&$e6!xrvK6?u4UqFYj;=V@L!7Y_OpJgeP6hzxH&gMr8aBubzXOL
zB;(qUU%=>MIWUdWQqP{+<4xMlJtZ0lfKBFmU(Pgbc=`9gy2t22Kh`}gVHvYreSjFQ
zO1KsYpSK3@1CT6`=!)0?LurEafgOFTe|h=5^AsdVj<T*(-L&$_^n~eKufSxRm{_q=
zk3Ebvs^d)myXY(R*|f$31|3wA8w}Z|P}nb?Q&ru(vVeQ&FBjNTUQwTG9%CHR_%q01
zVkGsUgymA{>!{uT(#aoZu6dsIZ9XJ2M>CZkZ4(;FDccD8f>KUqyyDryy$XA+*0a_$
z#Odp?Gcrw{J8k2<cS8Ad#eH<g2j2(N=VitdTgdqmOp?Tia`g9`NE3ZedErrb3K<A1
z*#}Ijj*5v1fNAJO;Q)uU$K&km%{DeRAii#^@X4P(9nmQg^3f&lI9lo)iTh#_61vko
zS<k*UAx2*Ic3`0GXP$#cQqMm6(%-Z@!|=3w!S`8(3;%g|qnXXi*KWq1_3aDeakd+j
zpP5IcRGu_8Iy#l-WP!EjwEqo{$hm_H0&n^6kw|+KIIO29sf?V)j+ZlNeQbPJN=bYa
zo0!<x1NO&B&Aoj4hi*@yqzwe?gVv?0Z~%0vAJ{f+8~nw@=$8LZ+L>!>r-dHDQ@d6~
z3Z%@+Dl+%q2&13hqfN$XT*c0im%QE#p@ONs{WdvStxp85tgXoH=6;}TQLehKLQ(BT
zLcU6v{vk4hCEwv+B`aY(qIn)OrM-n{xAq*nMuB&P1Q;$PW!*+dr2xA=3Iu$aU4(fj
zTog^>Q%p^VQg#?F2VzNKa9SvuDyQ1_0R17h5OJB(8K`jCLcM*@OYpWa8GKW!2rfmf
zKuwxJD!WoO!@bum=2{EZ8zS;5c^=QM%U?F+;A8EJR0kS{A5QXxQlCpuP;ExE=LAl8
zbpu+`Oa8@781L7cf_{wtIQyxk@Di`se2}`*kNbKUfIy3mrLpGElJMWq1JDOVtB2N6
zYqAU}{Qe?=FcViQ?FRbPS93$w#AA{lIy+*2qhQMK<gkEU>7VQ0ShTdYaem%JI0X$b
zqn^;16-cd7qW0f7C{jstYn(AaOHPR<OA%LlOTE@W^TBQv_tlaU;(6S>fs>k20+xGK
zJOpa!B^XK-FR^m-HfG1Aafr)j9LL!~NLk(&T(~gnh%>1`%#F}Kg0^3L)eFk<FP(PZ
z);9LYk${NP?wiGS$lMe!G)<y6_mV98_)2xZoO6qI_&4pJYg8S`vem9^ZA<}Ec3-q$
z^x`9uDAgP#d0)xmN#Dfqd^^RUxb6X#ii%68q^$$O#KWil(r~CtFfPdXhx6kli-0J@
zc$%LRU&eyeSPhl+)(6t3x1|6(q&gMnzU$KLu1%ypM!!<-J{MG%cq&54y{gi~Agbzh
zrX)zD(f9=f2*9(>%!pcv1`2{F&QI4_37{W)H`v6W-?gBb?&o3&bMwGZ1fcjV2@!4W
zWWjUhZY}dKg<D_7D$j2_rEz|3e=@a*!;1u)*_<(@W;p|<;ALsIIbXG!Pl)kN4@(Mn
z5q?fVX~mc~BdtUuvR&G1kETG}=ykoim7m#LBAdoC4l(WAiJ@c$Gooyv<RA<=8a9#4
zIbRFQH$>zeApY)Bz9lqNO24C`GjzOvRA#)7Y)F&2MVoZnbX)Eg?f{m8h(j}G7hfr>
z+dfii>AF|XL7bfn`#I9JcBFmA-_tfgJmR%d$Pi=%YBdZ#chT(bkg?}m3_A5jxk>MO
zA${j6mhK>`Pzuj}JASUNaY<3)sB+&K8E~G1g|s7i_xY-|;SuZPY25gV#Et(<q-2x>
zi=sbmGJqpYq&`h1o%j?~li$Yz@FJsZxcp<yg++bIMdfvPyjgBLt*HIQyJ?oMzi(!x
zl3&z2soeahJo1%D$|0?+n2-LgXxVt8Rc1uR=3An)bxut;(Qt3;tZQQUWyQ!RE2LR@
z5I2;Nh$cAGdh@6KR!68PE$a(oKFgoIb4xIOep_<9ww>z4iLeWY?3!)axl_HHgW^D3
zB&R9(Fr;NUuZU#15C8C`7Y5<REzI=IhHi(<nXxV=G?I=BUo^sFvIOvp%@Dxeyh*g|
zrzYfyYi?^EPYw!@7hWPWxZ4vZE*65WxR}hqx0&fWQwHmSNP6>ugSYlhyz4w|fy2iJ
zz_6o6Fuve9j)v6C7K+JR^Ma?vo*$th@V+Xn54#H|mDo=1n925es<qCe#13HsKu-FU
zI~+0*Af>vR!=k3X7L}F#Q~JhkE1u?rS!DjT$?t8sm)|`#CS7iuG}1NyY;ssWgQods
z%<>~^9C!!$_!MU5uZ0Li{VCZx_yWs5K>YmCE6SG4y2EBZ<^5Ka)YMMi0%#iMdBRR4
zFocHM%*)EWi6fin=s(pI%acaieWyEhRmM`{j>lOkr4r&&0j{`-1XcB`+7lRvx>Gx%
z;@7)B__l%5UuI}H=*n{aY(fF?65~%u!%*%aIpu7nI#GdbRd!@j7kG4Sy6L`==c-<;
zI32NcBkp)aWf1zd`D?$J%~=!k?<d@T|5oqnQ;}X3_kgG`wQoCjf|m+9<((Zpzw@g&
zkQeCwtkcwWp;O)3<U}joDlOUhJUh*Oxaa&yy^l1zBRhw79O`UYecCNWTos-BLtHEq
z9#8*W`2Mw`Lfn-xw_DArw4Jt;(0)_+lzr!7iXYp_E>_VL#f0t6n_KEtS`K8yZx4u4
zn#8eD^2Dn7kk*Y5ZZtIFXRSsr{QPagPkQ;blGo#B#YCA>fH;Hh(ZCG1FzXXbp)ok+
zGL45~OT0*6_vKYmoj1O|d2nBRN%=Kq9zh;J!b7VJs$MgDbc0!QWxQ)w&iRkYY%Zf|
z<(XD3<}&~g$~72vcN_*16A(Z_@`dXc0?r;GvAs(N24-42T59EIifFjoB17|zc|FJz
z7q#yIcJAlrNAd+~nVg%eJ|n72Tq9do+DW8{PX**$7i8Z*%qWlgauZ#PU>#b8GrX1x
z#~lVMZndcX+Dh3rBO4d#AQPdQWF=3dsdyBPPyz2<)${@8vl_RsT<OoX&<=RCD4#yy
z|89VBh>U$?+%jw0mZ4Le^&hL~H$^Ho(m{blM#*o39b^VJ=nF0~b%HtwGOYOh5BGs5
zER<H}rEfa_Jv07TY}Iv*9Bb!uudos<*zQ(d#pa!(n!sQZ-W|NOcj;`zAdRLG8jzLZ
zz2rqXyMINsuz28&(P*Be<5WIORsW}WuP!^zFRi2|S5w13ESekY`j!st@7j|XJ)$lu
z^rUfMNKU8vesWQnq)5m%06wVOa_q?qn6o#_yKaExloRVusqpLz>#1)9uzx=xfgJMb
zs06LkCk~E{oUf2dzMXf0#^aadWSLfgIJfH531^jqOk+S>NWKI&&~LcTC9qe5Ztw-W
zbq0F#LsA@cgAyg2PzLP=HAzE4A+7)|J5HdTl$Hv!r|zB^_6poNuIqctd&}Z?j;(@X
zJB;;1qcRq5rg5}KMs?8d?nr|iS%r_0ln|eP&VXNW&7a(PC0Y1A4foXa_pu<*{`>QC
zwJHxb9E%VMM8S|{Y;qF2Y0*fRKgwhKjiI~3@5PtCsdw!<CDx5rrk^Fj`ULQazps#u
zZVPw*o#e#l{{2=A@+z*J%1{IKa_r1B)?0Eqzf@Y>uSB-H<I3)PTv58C=R($u=#pIz
zQ(C6|8u?+{X4U@n&6$yQa#44My{TB=Q5l<x?w3eG31B^&@yFz10R3q1D^}vLi+`p9
zI->N{vEY5Xyat-1{hGekRch0fI3_C&r^RRSXHm}`<g)0wDIr7bO+t7>Mxvo0NAZUr
zbJ<X)!tK~g1-W}%0rX2hen~kmT$j6Cu}Wrut}j5In>0QnQxg6*P@y1rb}d}?uE0xD
zU&*|(+f_D0iqi?49CW3JwvH*)XOEXdzk`lgJR>)EE4V|_XJ!E=CMMh1eRoCbGscq>
zkEU1d3$Q+|e?|GchOn<f_E5F3d~($9(Mc3*pp3f|mP~@kMN?{2IZpl*XK4EVrdV*^
z(4|q$-e>}gVZt|r*RoXO3SXKCG&*l7*AnjMyB&SbqPR<ULY26VSi9RkGK@1GaF7+y
zs?44GD%r4=%pO|eiGtrx$Vg2aA8xevAEl^T-!I5)6Jfh|i8RH+y$MHeTgPJHJAJJM
z(^p@)`}}bu27Ph9Y(tH*DBs#t7B?+TmQtJ-`BBbIANaS*tFbL^p4ko!%->biG}fDl
z1DYmYYJ*zQQbA0dJ*pvXJoTj7@pCkkw)YfixHrr1kdgH4vy<Y=dDN|vh^}xoSOg;|
z!ewW5$w{p*Zq8lvbY<5Mp=ZzHePcdj*Nj@eV~--Ch7Un+nWf8Qu@w*ZZtylBF?sQV
z%1B<w{Coar6#>D3q=;IMY`4w#Ydg4eTkAf(o}UcKFsYsRdS<#wMNIci<2$*wk`-Ss
zC+q&(Vb%x?qeZKX&gEV5Ca4m-1!m2BjunLpp#I=i5UlVxK5CQ2vXT^&ts4;>Obb;a
z840~5w12${OH+zisAmrB(>yRf;uVN(da3CwCi(pRGC``Rr1x(*&=Cem=zH-lfCAUu
zLt?s(tE|^qxD^&E-1`07?_%tmK5k)+=s%C}k?--Hx-sUQO%bd0vZZGW!{DX^gVHvQ
zI`@lcAQS5d0#5n;k_LsPNY*dwG4pNIg2}}GX<oS8s?qVbjY)*nMEU(rHU)GWi;-!2
z*21jU9`YpRH?K?(+i;;VNBWKV;3?^Z+>32@bOah8e;OVe+XR}5a3ewLtvXwWIELD>
zA2ENnv5Ko?JwW~;!NS3!L}=8Jd!nhOmEznAAgTkZ1UMV&Q2$`>+uu1t4&4zrp>CmB
zRYQ)74wPm=OfCy?1-#n&+SHbN4R27&>%=l_BfC3%E`(>$TYu4EEO$(mA?2hCg=L9I
zi37BIRI+Pxn{b-lg1)1^vC$k_M9iD11LRUZM(C#i%wBz-birT3Vc;K2D=SQ--;Cau
z7*+%A-cy*2NOGE*3_LtMAm1V&HA6qm=JxfWt0{a2U@Yva9)9xqeTWDKLsAFN;lpS1
zisn@tRNfw{&HYo&n$6A~(A|v^`nYfg_mfQW{AXXng_@v3NV@Uo80g=_7L8lCy)V3u
zW4@~H&KaI3F}IB(t?2J3aF@7p_Gwjkc0Q=$%4%9*J6UWP!JpvtV^oolPk@4@B)NHd
zS^!rH3J%tkd<#m9Cpz=JC}6)I;B7~M*bE$f`u|or&lm-y(G;RZfYJeHGl#_M`fg;<
zqw<pvI&$F1!<svBxAl)p$Q*wz$Mq7Cc~=)FH2;yb-FQK))8nzvH|j5Jq*WeW`R04?
zcuA*YI8BE{k5aRBOUiYKvbPZNQ^0yVFbk3BE!Tc6oO|x@u+tIa!~;V^w}6QyCMS=<
z9eMliT`#BKkba{V5!48UgA`hsCWu}|kVXdb64Mpb53sQQpWr6-2w+YBk-}>-kmPux
z@t@2Ay#^=Ng@GxdPdCV;^LC%lRqqy3GfuF*Tm7%V`*wB7o7(dvVP&=Rr`>P*&2$@m
zPjN`pap%B2R<rX`-HXHViTV2%r{r<ixz{$ngSwY&cbh?XHX(%qd`Lz{Mo&W#rJ7Fg
zCs+|p>|)mMxCoXU!i*CDOJsh1-m#TKir`i82SGRDr-o{kLpprb*;xV7O%kdC*b~w%
z;K(d*vfa`QJSH4JwYO{o&30i)$z|un)RYv2pOgOaIZ1LA3xrujJMWtKslg+Yf)<yV
zOJ84|I9Yj~((Azs&5-;xo$#36z9XPTC4Qbm!R%9hgOzl3ty*f(`^|RgcSCJ@w|DU<
z&}Bv~KWZB52v9uq8-8CRa>c>E2ilOs2ni{xth7Lk3CS12+pA5k-})FHO1j*{EJi^7
z;bfbrtn(cHr~aJcvc0bCJykwNP^2TV`X+u^He(qP_kwfgI>xo{cgm7ZR(OhMZ`J5j
zNL-BmS6{uDWt{F9|8phTXyW(0V4<eP>(KwggiNwjB?G5Fh)M}r9DeRv`*MgII<Y9p
zKUDi?svMBw!HJNf(VO{TH+ZC_*@44-Ausw`>M+QPoGq2pryG6AHWBnoVq%W7x~}f7
z`T6-WmrIaP6B6>K{SLjQN7`CjbKh@!04}emLPhKAujithHTf+jCZ}^3wv<kFuRoml
zueS?!$6sW4HI;F3!PWi84wJ`E?X|{_q2ZXIi{IMm+4RG;$m?xh@TE(OTh4CK1=IUK
z8Et&GGtx%iz+m@Er9QsAs^5<Vh_HjO*k84^Z6ndMvW5_}qjL-FTu>{Vge0!a;_V~p
zoRaOt*@H;b($o6g`nZP7>>O@B6FO3nznMF2_nhOio5iK{`r?J02HMHEXd?%V4&U90
z{^Fp~?Z*Y2;0_c@(>PklSUX<yns{y_6a&C`2sZ*)A9L7aSTF;a^cd<~ST&kJB@+J?
zreByM+i-4Sp$=3O842)t9fCU!Bjpb{O~X($x^1klh+J%CDXV-V=8pkvOh6Cepl^V%
zf(U$o6yb!8Y6>@mgJ5Wt=YENQ^rKJlCJMzD?2i1p>yTk@#-6&7_CUd47acRFO6}N|
zcd6}ag~j64BVO`4%P0*c0GQ{Rw;@z5@vz6D_1g4>4S7OU0YS<b=DgP7EF)`HeuGLR
z!mKWk5MbU1DG0U3Rrp%dCj(#zIw2=VqT0&hi;Nc{ZKbcsYRgI)v@3*)1EeIvn1)j$
zWnMu_n#ea^m7#OWsx0Br88CR<8reC|dGn<Y%2~zg^y=EsS8e~h6VWo%LPrLn4l(f$
zI;EJ1tjx@pxKM^af2OdrvkPOD$ZmY_8<KJY<ByAryXxpzi?dBrS2x|c6*ogix*9W3
zZYXT%019_sUubp`aNwxT`fVPR?pt0d%X8Ccx<WNzf_m4HKq^SipMB`-GX;l+VN%NO
z?#D3eXO0NYn4COx@ZcPD^}JA?fg}KiNBp{b+?s^N1PU`n3|fWdoya1BC|Z!c3#C4C
z47NiB?e=qy8<8A+mNVS}kcjQyrPeXnbT#7~qx{wju2+;HoG<%Pc=kWPnox;BwKRfv
zgg~R4@Q5fVP^hY@m0J)n;Kuswjh~n(=7^+PDUZd!*|#fYxbNZc;${kU#KrUtSUP@b
zJ^q4n3jl6}7K6~ZzKL5x_~9sQ+zy?~N9;yL?_X>f?UVhm>()>$t3lAIAkAUmevR)`
zZDxOwtg7~{j;b2U5Hz5*&6DYDdijLt>kdZ>88_2ga7{NaO1>E-l=jY^5ar;NpFjfz
zkJMQxCa^BdW{0ZWevRKFBVqKc9M%wF`&j(;VFv*9I<P^Gn7a(8SqhR5L0a+S-2}lR
zeFF9Z2p<Uj9j?x8ax%|1@F58?PuZ_O3U4}v<w*yg`?Ma4>Kxqh3bOIr<^f@MJm|f5
zCC1%;oA=G^BF{S)UG%9z!M>3~CfkG5#KK%GJ=mk93kuK5e4CiqpA^agEg715NOZp6
zN8X{EhX)VFcY&NGJYIy%Q(V^)lT#6fv6pC8hlfpZ-3i7f{{xB6F_-u0P~YNcAFyvQ
z*~A#EFwS1JWaa9lp`C90BF&;%i0ZpkbZvJh6N8yFcdXut?AzKm{v$_e>=N<|dtDqQ
z)B9*jo2mSW=wnp@iLxU(3nse_jS{ysvgD_YkL5Y!IUDbiR}t&(dBgBgI8A=9g-4Q3
zvnjb~ym}zwIUd6ULX@#2F4(cK{~>f&ZK|lK;6a+k@h`vJe}{Y&mdwDd_^)#=Q!@!8
zUM+sjk4t=)1@;OrEL)F~ci-T7HrCF3lU^Ux&gLZFEd5LW#9SJg=uqy@PcRJok9_7+
z{%JanSIGxCFGX<ZR@A(Bv4_Nk<+Yg9)bfU+Ea@622A>^umzGEtnbkEgh-b2u?~VoD
zb4FF5qbC%!h<t(xx_U3CHK9A4_a5iv_*|(pJ52Tg`}QiZtp~C<OnP<6NJxo2cVOu%
z3OjI;^b8DSMn*ju{gYkaza(@IU*Ba_EB=S}&*````X$RVH$PmdCTDY6Uvpy}`)w6w
zPagKfcun@q&7@xx82CaqmunnCK~L`I>v_4ZYGH2K#*f>7-9_(H<JqrOAUe2K$5Fb%
zOAxvb;++8TDzLTmP_f;KQznbw`vNhCL1AI_Q08`I_Y`N*;ikeKr=+A*O|`_8MIWp%
zAcFr>9Y0WXSWouLuhua9f1%3Bb8+5ELR%5j$t;*ze6n2Tn?wFK;mi7s$C_EL^61LQ
zK0Q-IcC{pHeI@_Qe_pN9J0U;XmnXxI=$!E^a0_ey>fiL0?Xo8umV&KOxbb-pnKfg3
z>)(v>L8s4c)}Wto2rVn|3Y#8DpPuSgD=0oF+DORU#t^MaNSNRci{YT7rS;3oIzUA2
z4&DPHgTpW&Fp!)?FdML;B9Qi46Y7H6|D`I)G6@`IQQWOi8M0$L?{f4`_wlV49qdJ3
z=u;c(2h&T}<+yMb86FL!O2;8ELR9=7T@z?(Tq`_|jjC4sxn$Tq?Ryza<4+unL}`ws
zO=3x+ZyKneh5rLHvv*-5*Fl9(&&+%qCRr}zwPKf1kQ5XY9;1oFKq+zvvWfF_4C%lP
zSQljs`N;VuD35c6rex^Z{Bcro)F6)#=Uz_nv!iUHyD4lgm46Fi`crlI@xy5-1XRQp
zZiXkvb`ELBDW*_Aiqqj4cRT=bEKNt2!_aoODE)|UuQnU&r<>puSO-N-$S7)j)`|GB
z_2Wn}acxD!i@*K_?_KaB$)7vNqQJx8v$5{_-4QG&X0rk>z>73r`}qSy?|9(RsbwD<
z8}o-KlM6Kh@|p+{`cni1s=9yL$<a{9XmwuheO9|%NlEVp*mUtM$<87Dq@rf_7VT<{
zAffv7H`*Gm>9G2yoaEjJ>uj3(wLjjZfZMKFk>KT_;y6x3|GIEM$<biNm7|7drRU@<
zxW*pr5hCPp(&p(_W)2lIq4|cOLZOO$M())o5#h;p4~v?|IvU?8d^PV{7`b@q^o2qO
zdFPgf#yv1E1!=r#%6T~8V*F5YatXrXYn=i#j2kbj6B(OXOoyHwrE=XlS)ms&!MRJR
z`KOd`5914l&X~{BO|bLRr+9+wa^%;jQEo;HUvbxiRWEm^?1g(*rdW3#p(o?%dA5}+
z?L#I%7c}r&0fIPZ%kwm}waPoE25<z>OTTOTNCr>${;b?i7u_ic2|D6awtS5Gc`oGV
z<=p{7GWW%UiVPXGa+vv+&T??4rg11dXXMx^$75B(EzYeV9N>0LzR~w*m>0g^Y4l}-
z^!HwU^V#WB&CSVPy!~6G*@@NT&+pMc9Q`rH&TSFqcw#qQOt=4p-enJ&%dP6e!kx3>
z=V-ax{I6^g{O4T4s45an0`{A^M!XE$S3AVU=-X8H*erF}(%320UY_PNV3yo1+F?;-
z?Kcm*Ytf-{|9<||o0H7K)HFY(jP-BP%fB4^@vi41!&8qJ5n*WNcl^5KQ~xVWAZ^#-
z`<^b1_4@lOdAMCXPH52$8^|>lc+=U)Cj{s;(%*X&nQsEg2L$pkmT<|Wk{E5;s&zOg
zT>3rD(^NU?zMtB2ueGl9jo`%Wtk!h0R@P3&;IspFEAnW6(WU^(_SHf5oQwD?mX8z@
zu9XmVYsu-#n%Hl$9Eeerd(?N5i~elCXNtC~Q;6nyO{>M-Oj%cKS-UebtRQytlY2aE
zYpsZyFh(t{Y(0|(lGcj+)7y4NMep5Lew`F0vgT2_*(>>2WA!ms`5oh1v>RE9ii<VR
zo_(CC`rcoJDq1A~T;YCWdNxsu%R3%_ni*aAg&W%M?0&Bwwb>C-n)s)ApW3(|9$9#2
zKqu@b?zftep=fXGf!hhkriZ~%7w4<b{o`pl^*iUWj3`JU!j~J$JsCg8ik+hjG{2nm
zOd>+l*$ovQnyv1f9sVfB0oq`Qye`YgyDJbe%H8<LfA{s=L<cW`0VF6dG$hRuizbGa
zBy|=W|M=6%U!Xj;Gs%yw#XbD@pO*|10rv}wDl-YYJ!6d3ChlE8<XevAAhq_UN^ckA
z!~{Hy#<b1mJ#Vyerp&BXhse2(S2aNv)H{O1eKI9(>CS6Q`p^adPQ5vIvm^;cq0jRi
zbe?XD6AS<iz{neJ)C%w~Jw6z!;0lCFBrR2?x98pFsl)`1(kvT;bLU8;e?@)f&Rxuv
z?#InHVyR8TCVTE3An`A8Y2+?;Zr`aZsxXvy^JPEnZ1pe0aM{fbFTB*$)QokaqxL4>
z&+aRfpb!X)BDS|OAul&L>rgV?lzD}x&2Mxe?}{Ct1b6*MGF-dx<f-@SX8Dneb~>~8
z^EuG{nSDmFOV`)swhzmPp47K>OEVw0$cvv!Z(rGhLiZ7+rI)Jb8E1uPEy?<3v4dKl
z6vE;~Zd6ygN%}V3z0#I^g?K&t#I`RNNeNY&ZzQLVm|Nrn(=jJaoja-LsYS<;zQ`rX
zkQf(95GNVZ{IuL2&2L}*rA>P3{?eTqdpBAyS~9)9y4QGfa*ps2`|_RqoU|Qi!Kfme
zy51Z#-WD4dM+K1^K&HtGfi`~uFsj>jcSIAk=al_GszqbSDu3sBV6*kH&S3W1Vs*&7
zDx>>6waIsHdLVh*LawrZg+q+$-{u~QckA#bBA@~mk-iTfvUD<1iZ$1YpFTZdYRZLt
z;ajNEZL+7fjgE}?;g4Y2D4DO1%NMk0@=)QJ+St%4HwETd{elt@vLv#7`<_T1Uqnv(
zf%QM`QXJ5DCOfMWI^ON<oAHHUfH#FSA~QQ%t48zRMUXbROJ5}_MmsFuq_NzmmE~+r
z+Hs{1!n-r`hqe=e7Vhch#`=o1z`9R0-#PO#K|eyem!A|FdGwRVmM<BNu~knhP&|)7
zTlo@|$PX;|^rirLvno$71cW%0q#l7WSQ%0n;^s`+SfhsVfM)aNSCIaT_Xn=xvVwm0
z{{4vyDSDuCjt;qPLS)kAIVUs^9WY?xj?EYvLvu%1Xuf}fv$mXA?ZnT)9|xph4w|j6
z+-YB&ka7RSGpSSz2Yv?$+vj}g{Ui%HX5I_37n?ILbh3|qySG)F`OL3l0x~CSG7f>U
zPpBW;@o7Xae<$rR(fhwCEUvi~;!8__>?E?n2zfiyR_5pwR3l|K@&-YY5b+=wXOT((
zx?*A{m6VhojvqgE>;xZUGPF-bJbwhIEFuCtOu^o(?*6@<T`~YX*GmW<(ee_)@Yw2I
za6R``xCkmm?4d;`NHmv_N)C)6qzbB{J%%OLWPm?QY`Un>g^(UgN$?@14r&Ez5;7xw
zAxI;pe^z-OeemD`oMBly8w|Wkrmq5M!&e875aVw}Fzvt@$>_E1@hDgDRv_)4^N1`i
zDG7i^`Ok-bnU6&y0Ex=He;@II*&jL0yV2w~qEG$-&;E&ndJBpFaMU~_6HO1@mmZ#c
zfP+`#ppZ1@a$JV>%;ogy>?lJP^BPO6J7j6@k@kr3e6X6H;QSs7MsGV4$jFoDD|{#|
zS63v+MPy<d3frrFT{id@tl1@5PUPt%GLezS%@1gC+_SE@zBCW6X`bo{Q7%E5f(cZS
z5R4GHE$1-Mv?@LnZn{F~^a$G-5=XB(+Wd4r4Z4a>c8#7$xIp(-;W`_Ee#{K>L;A`b
zc~_TbLLp-(EO4Yb<Zd{&8&`WBLv%|hq3;8ZL6mTi0*y>e1o5lI4I?b#C!oWTZ{NZ`
zf3}3{w%5%Y$(U;p1rp91bnd2hcK94yFyguOku)2|b|dcl1({s+^Va}KuHrpQe%yf+
zk;TPDNzU1i&xQYBWGB^zkGKsCCPbx)2!gqOy8<)Bv78SX20Dpv!vGJ#zz+zJ>Je7%
zIQ{+*1$E93{s2|GW;dWi;^k$F&=2(aw;vtaYG2x+SVNIHbac0Q%_2ZIb0ElW5MU8)
z$E8b`rtaA$7yG=H`{DLi#NitzE_-LXruKpUE$q?ZEr$+UyfO+`%}JOqqbP8YEV#w`
z{?NR?%)~pb(qTu~23TZ$q)4W4;G)E=M}oq;f(td0Nxac2b2v@lkj~Ux+Db!1;@SvA
z48?Z@WE>;JaF}U9MlyWv5DtmGdF@R~RrXK7=zrjyorHe|Ka?;7!HwX5!k>zpmv<9}
zyH7yqN_q)l=lfnJ8j67jZg8Rlrge%WKq0L2VaaM>+Pk4@UHT)04P-d`XJ1ITU}8TO
z>d5#wC4zI#LkhZuSx5mRtBGQlBzOJ#Gp#4ozLgIjKFk{mJ!-n`LvhIpiYf6!@nIu|
zN@PQxS*7_oou8dMgvqj3Gy?mC$>vM-0cy*ut8aykKz_Z`$+=&6cOktnb#7?ImS7z!
zZ9gA%rZnF$YvYdcLqVrwd5Z7XR%mm+=y_A1IsWrmq0(n+Z}Ib$%rzMTSQ_;BiP$;h
zBz1N5ISk)6!y8?C^zD{BH$0!+6CQeJCP*Y?^Agr4D6bpXd1F-}i}Ncg68-+Mc&fn0
z%8Js+$Ow%N`QOt<GgWB>S!Y2(K`$}%=N*i)u~QNN(~!ls4Xmj(COTjLJ`nu+?!I2O
zC{K6ytVLE0#UC0%Bw|S+`hf)kegHqin6Wd+{PhRhgXKrc(7Nos4&6*ctZv)2_4`7r
z{0-AbVv<+Xpgrmq?m6*f{SMjm=(z8-;GM2TAstT{#GaMlHcruH8r?@9`>7%2MuuSE
zHlL~v&qxCrN`Xi{iBcT)$xt_Z|NeczJ4^&1)d)-xd1C&tw{G1sOcX)&M@~Y62l?8T
zgBPmzAke`h+@h^5Y5fmS(^w81e*-FS&<JAu3gLd?K~IAGdjcGrLq?B8nF-blaY2A<
z#D(SuvVH{8!6g~xq$hzoy%_02k^^b$<?W5Fg-?*`tWHcYljCE|`ejSh(goN)bMA6y
z1wB!Nzt*hLIXZPO!K7<hEimV#nh_19SAF_du)+z{Pg?Kpzk7HsZol8lXOu&nM^TA%
zCLkFEjvF>2F#)tq3<nzkJe(5xyzF^<A;`ZxP{tr5BQxMNhjX3lzyVqxpK!Kt9c%ch
z3DG^aMly7hu;=;Yu_v9~PeDp=__&$KHiyV7vb9wm0X`t8QipoGd$YLPwbQt+J2`D4
z5$zgOXU%PG<L?dstLN39ZE#yN6m#h=7ZGo;NTW4wYgRsf)aYD%2mh_=WS`(w{=6kM
zs@7Ho-|dI&9VJppcRi;oj$CtI=IgIx8Q@5&t*sY`2_n;MzZ&rT=+G6*|M<|+;J*La
z=m=qR-!uC}CCO^kHb7(8tgNhvcq!sZVR9rSf8>5%(JMgYeoW;Qyz1)OfzL&i)UFJ<
zufx!bU<4??I8jiHKrLKiMEn9kCg2eYK+bHX-@kdY1wby+iiy<Pg9i_q+8;{N61)EG
zoEPS^|HS+R;z(hx&acouiI^Ltdl3N}s2DJqVH4~d))<tb{{(1Pu1OUu4tomHcQ-|W
z31UM1aFJemTAC@)I^wU!J$Mz#c&!hQGh-m(z+ysB5KYOIPaK#+^%B(rF(&4W?D|f`
z2HwObGPKunv9Lx}rZH*jA+uWI_})cA<xu8@6rWRe>v#ON{J8eAgKf1q;<T(@5kqSI
zn+ht|F7vgO3aQemM2p6$w$W4ecxi0##n?UkBVyaVAFSXgQr>NAP9wo*U|@g<Yd>gM
zLPLPzASKIp*7!<=Y9XDK0F!~vB_o%Y00(uZbimj%37dq0JLW!ka4WeV3A0)YmijO%
z>DrcO#>U1!fSCMEdm=RGn7h!3Q-O8xd!QlWtU>wy!2OmCL>|8ysd6WfK;f#6!x3n1
z`A6JSN|>DX+-!<Sh}yF!4BX?Us0|^aJi+^cmiaHDovE2RSF^DmDTr<i)5#d|3~==j
zw*rx)4+lx+r~Mps+Xh(@3L1Cvf-Th-Xk6cyJ}@MsP;<6MVg1hgRsK!A4P9jMl;h0@
zvH@g%X6Xoe^-7+~cNY^=_S*TU=UV^#9HZOI6k2*#Z1D95iCfYMm)a<#4ku@BtGuh*
z{rGF_y?e!wt`{Q;;ZSd(BTBnB?d_MevH+)du-HGJ#GQ8$(O`ahE%}i$HTnYHZ!MmQ
zK5Kncnf1@57nqr|bzUWWu;xaRNMm2ka{be%vWj*&{f4P;-OoN;xMBf8`%`@V7<W%k
zF&Nd}SGd?cL!irEcswlTpAl)fE)(zk3=9oLj~+dG1a6?X`1mZH2+THG`E%e;o=KJA
z<b9}%-lGtONVE|FmkmIWQnieG)(2lqcpvjQp6Grk%yRb`H8$O9A@Sv6C2#Gnu8WD8
z7qX2lWWNSpKa^;E?(GXErJ~ec&K~zLP*vk=YT8V}*H!onRb*}+I?5j<`q(%rd5-zR
zM1@{jFa}zUfja&Nw%%%_a~kV6U6uIvW|L~Ree1x-TJj&?LLZ{lF*OLO6rn(>Uczex
zdzuoMBZO#$ptRvaz6nZ7!lfsIaRBL8>d8zIjd%ZuJ*(@-#xEb-i~jX7{LkPw{g(U;
zHOI+c)@BxgdfQi@1_nkk<FJ9DIPaL@v2$Fg1^tg#Ojbyi1cq5FpL%81HzzpviGtQ`
z@5TEP_Gp$AoVnl$#Xo+o_~N#;^>r6x_PX@G+hI>{WC*wP$XGF$ma1Rj`(JeQgGANO
zGc(~RsU1JGA_5Ca`1HjG82Z2j+E*E!i<Go<`EUEnm#12<KLh0mC(C6h(}5&I%T;!L
zh82S3C;DUt%x64Hi+%tH%Dlj{*;tC5{$4WYU)@2;=t#6M_uFV5Ze^-Up%E4~rp##p
z26h!SwJw)kVg94$E9Jhq-%D0B49dSefwO@iNWKqMg+h1D!_7^GoaiQ)fv3DqV@jHv
z)T2(SQqmlT-4Q`_bBl}hs8EQK`~LmrN=$dQ#^^D}52K`Ck`MlO;F?6Qy{?{KN>S0B
zN@E=z3c2dnSG)~Ir&8Qb+qcK6Se5-LBo$v+w$u4gp>-kAWKpV-1+h#kD;Z~YUTE1r
zWxcheBLgRclkD{9O4{t~UG=@2EVeQR2dFi7(uc2CcBa40yZqy8+rgL^-IuK;7ma%C
z?_#DQikJtVZ6v+wgMad!Aoso9+j#m`UisvfBxRbcO=m<HGxpf@#CJnPlZTFj0n_W?
z_#^qrk>GRG&CxT%DO}2N0mTYTfTPF|3&cDe*A3_%2x96VNy$+}5~4^KK{`R%OCdn{
zAL~xl_VmPh{*N#<`xhTs+9Q9Gz4T{%eBS(K$nEEjixV?S_wocwOS5E9EdXyp0un;`
z-fQJ`>z_ZLJ1t<nr!;F4ADRd&!oNv$tG|9_|1qA_GN9#(PB5LGy;1k%k*-9zy|#gY
zfqx{xN$c}d-wm#2$C#--U}5r+F8rD2Ltu?mr$yxVZkqdM^r9b{Vw>60@5qg-MW|gN
z5MT$^5e#jDi#X!c-Iynr)c6>Q6U8)a1TKoR9+xrLaG;%FvCr<W_nfV|4PN4?B>xhA
zd2Gue0fCzcg(OOZo3(*=RQSMpy%H>Vp=D7wge*K$kK?pmO51XmK3aL}UPzqM#+w8n
z^|HU;(1zE-yO!l7c(==!FNa;+d;mXHS4W3%L*XRH`NsC!HC>G{YwM@MW3<I_Ga_k`
zu5C>{m+zVf%AbV7Ph53Xe4C8>*SSeW5!HIR8vVf3@EjDnia};T0-pwkM``|(VNB4p
zDT<+oLB5g*LkLl9;rRtAEkjHXg8K%4>}4j`jcN)<BsV%tP{;TX{|Q5@%y+qj^RAT2
z2?j=6W4@l{wSe1-1X}ezZk73gctCc|jx3$c9Ff#ANd=3~p9nviQEcvdvnoM_AM@jv
z*PPo6r6jR#>0WVuZEddRIu2U8(5bv)$(qo>&YCmiBGxOeZxwuQZT-{`WHyw|-gvvG
z+KiW5f%3%^uVv3{zTLLnw=Da0Pz8+1t8&rr&!g6)ut4HY9lFDj&z~1xT`MrIq>@RZ
zLl;3J44wa12K=%u%$XGh)Z78$aXe3{yBupy0mx-}J!a{~Y*L@F#XLsU_vp}XmbXl+
zNB5iws<nB^Dw<xh0`9%XuAnLq8-OS|aYEF==={`SP%>=KF-Bi07B*=QaoF#O-~d!A
zmX|K^V&xlo?qp{V$6e2h(*o%pO;}xraUz6q%0AlitTBRpOY+$u)Lf%Ds0d&IM$E_J
z{F?fN*x2A~#J@`FK*9PqWRanQKMvQNf3o!WK&XO+*7a6j@A$2<=Nal+_OaMqstSH{
z>C8lhVE~JaLrcm$jX|C^)2~dIcF~k$gi;66DGUQ$-vVzxG1Y-su;A&*Ntl0u34~@O
zIRF{4k32E1gNPjZkL3ZiMj(P9iM&v77pk=wJN}pT29?Xr$43EK1cJu0OwwM|BnX|^
zMI<TIM^SEwwcL>4<>ZJ6KjW1q1khPY=OX{Bg3p^}B!!jScOCY8%kz)HQ3uV6r^j)P
zA%i?}ZEcP9K;brG1UfnckOLRSZr-)l+>~*U96kv9|K@|39vd1O5`ORpMJF@T@+NN;
z^!&?6=Zo}oXQQ$&DS3{I$Sj|ew*?1%TWo49J#s$?z<T7N(Nr#nxK*^ZLQBN%<^$1}
z^h%aygJZjtrz%t>cOfRzPwu7t9wTGGW>K-Rl%RZKTh!ImHo-ga2lP2n!J<lh1tpfa
z?h+Lyn#cjQl60OR$qmIXxJe;{THHq3witGpMF^7!(%#wGYvczIZ=x^7CNo1rhfY=f
z!9NTTW{gH))(0{EY~+6{+D0*MQd`w~eeHMZ&)%re@61{UvZ(F1YLo~I@p2klJGVam
zU*KExUn;nFhN=T3LTRkDitmjEiM6j@`~um&bj)j&A7+o^emX*og#8DjnL25Al2A@6
z@Mu1qbV%2-sY+DjKzKP0M;PZ{-uSb?$+vee4@!c4r^N>s&*GeqR;jl)%{fzVE;8gc
zwhie-#V4BX#l{j1DB|yFi7EoNaCQX0As>as73H-noUwBl!%3`TqJk|%j0G|GQKCir
zg>1+T1l>;^RYf$5lpNg(E5A}2XqCKHo&dN0=?Vb_%5LGw2+d_RB|fZkgm!5fX02A+
zvDO7C?POvSCFK?to*n-h(qO)ftRG0ab8jWsd}<q)HfY>qw|A%SvFl#Jv7s1D5Pn4;
z>V`@{S4g7jRdVS;JdlBpj|^1Ur7|Yx&$j}A|A0sBGrCemjEhfS{E3~%LLySESu8H&
z8^M(w!7k|>1ldvqEd_a8LV{uH07M>Cz70)Hy_sh~UfoCemy?}6`h5ex_8iJ+IKeE?
z^dXkiN}VVAYUCzUA_Ro!42ug3O^LY}INLvSw7+>{fq)Dv?3&hrfd?pno<cRyn;AO#
zb!r3MVLgO|4SU$x4HOk`X?deWf7=+zxsh_AxPNC&@9I!a1ynPKNjROW-dX^%dV{S}
z_R*zE)<tvD$!D6bQKr}`_h6*R^0zCP|7b8UE46oTAj;l5vJQnOrrVEXZeLY+xbRr=
z>jjG^-)A$Pt?(b2Ij~^J@|uz3vt4GKM$WNijlh0k;;}$#UbRQdQ@PG)5x((&ZNBu|
z!(5&(rHAhz<|@~@=5LvrbK?Rpy}worqyP2JkN4g48O?WdZkQD9{9@S81wU0jWNGhJ
zKe#XiD+Gmy>rNi~e?alr<l<suiBuH=^hC2(R?@qz_UpnAT(ahv;~0d51sv^;5aSU0
z28IO%$P%OP+<C=MPE1)U`zizw0smY>f`nZmj$%xlBb%I@#NMkX!txM)yat#J18$Xo
z3beejyU0C1H}?|tV<7MpZgl8`RJ5?r7ne9n3F0VxfsuVA-+_ViM2m|hky9*<QWDCU
zf`uQLGc=06_VV296G9gQ;pvpI8Ug~(O?TflgM0{qIKV#|AY+WF?zk+~KodW&Q(w_J
zBnJI^$%L&3S*yk`>#rHBN?nag%<GJgkx(17-iewcIGpY1DD+4tp^HHbTGoZm9G};2
zC62hT<7r35Hotq*Yp~A+3j0ici<KHv<Nb9JZnO&An?!yu`51cUA*Br=Nw#@j8XwSp
zV%^Y@STOGuk4R{0aH1Ey{R(Bg7X(+pPHemFs3<5%QSHoVl8?s;Ux)zz<Cxfu>1M3R
z!LBDBU$PoN(il<NsqZCX2Z^oCg8)r`s%=EX0~*YZQagRpyaHt@0}aJ_>fzDRlx~Bt
z|9iYHyJWU=0ZqQi&);X25iLPzV+e2E+i))o@O^62wbyH@M}NQ@b{B$t?x=LVf~4ZV
zFe`Qu(IPG#uc1ONS@nngGbfcwCi@}nhqPOpEYIVyPnN^fvYM~gOb=)P0(65;3+LpS
z^*anB3+^=Yh00z^es8A;d3DL!apre^u5`1H@&YKxy{gT3tC#eh2vy+8i_OdGRY!US
zu)pmbQZ%H)A|kaoByQnr_IMUCZ@x8wlR9-ei-kec>tlRWlrPS7Q(!U!BH%WmhJx(f
zKRsQl)NZM_q^Rg7%3*M1WF&AE_2{CBATEdmOzVRfFvInp>QVywEFwY(kPnf~O(>gy
zkxsAc0T)qA?|sMDaIrc}gfO6&a@>uN4+c~^f~hetf%}*J2BI0O73T`r57)>mES{`d
z-&``AS$C-xk256#GQ6AxROQnZtR5$r*Y9K(*iEe8K{WA_+G?Nh?s(HPp5H=WlPq$F
z+HXEXy~sK<(q0^O;b2`p1?>y@+hY$;NSCa7WS?g5CVu<BNM5^;9*YHzxjK9^qf1nR
z0K7|2lR(t`4Z$YKf!QP$5%f(}jZeRPY46lYOc2<2VdVcA%8RM?_Kb!Q3C0C8Y;OY7
zBt(DM@E%F2Ia%Bxr-lEmLUWglnh|E5d}HGeG5r?fDCS>@dM-}*Av9)5@QJM!T?h<l
zpLgmGYnoBsl>X*oysJuXU28D&f>x5riki~izAlc$(|gBY(mK7&i?&C+WsGg#yAHlx
zciVMRLN0|A=nMD0KDv1|4VY!6>ue)_L^vRj^d_Y+7C&^IL<AV?4P%IvutQ%VG8gb8
z>9gk^&_G1KRbG)%iM1baJu|3VCjjt&X-~Rf*R*fvX0qm*8Ly$r+3HZD_7fA^fjoIo
zEtxA4E+P^N9g}EZ>7JZ^c=PUE?QjcJVIA=811K}aiKCjT?NW}`6?jp1!DI7)tu6)J
z7ErL!c5H8m;b^#+tx%&0c%^ee9JEUOW4&c$I8alf5~zzVy>eu8NczuT6%>CqH4ZPy
zgeSc>J^23t*po_b`Tq^rgP~aF0&!V30&5At@2;71>3PVCNhp4h>swk{!Zkk%opWJP
zkvuT+a!KUunL^x6h)R(Vg=E@rXmNP}K*7Oilr}ptL4%SRTZgDrO-xLF0)CwP`NQJ-
z(oXH$xI`(F&o&!-5o1D;Vs#vcTDG3&XPw>LsVJL0M>#*Aw6xnE&2CR)PxBYp^IX5<
z=vZ{b|K45xQL%Xub!zP*`1=Ijgd7h!{pvQ$4W+H|!N;nNPNrJ;dKqG1u3KK0EYfan
zp+xvEXpi&~?lC;e#HSirEYg(4yfKJgk*XOCn9LN{8`6ywp(7pgUKymSiNI}xJ~0|h
zG4|5p%tz+`j_o~BkG~1}lb{w!B$T00gKkE;OznTe_lQzq5OH0I1CewIF%pi3Knl1T
zY5oce9jDAz(!@Y{v6ex|SAfOb$BykrB%5_lc5J6ej~FYa&obhI!~sX>T8YSGL<!`4
z+7G4Zmmh>@<<ZYDa*D1$7F7PL{8RTzu*8y0jrT5F>zI3MopkEI{q4)EBj1*5a#@n7
z-~TE-;KI?nXT?KAr{AHAnA0rtb9hr;j4`J-g4|ahd<wlYdonJmmc?`Vc_{{2J48N&
zEckFEi;=f@^pdfYR-$h2=KkC2$HmL(;?q=H$Ys{=uDk6us4Kl}*nM>OcKc_+tLgm`
zO&Aq%{XtE8zt^=GU6t;SXY~D+xp@umdU&ysw>ceNi&T}fzLivcJ_E>&G>W-MxTOi4
z>?hU$0Waw`u@?1r4lSUZ?zofoz#OuXiEk&Sn}SACe1g0A`?|=?v$j6x+$Hf#(qMD5
ziob5KAh%2r&DYJ@SO3Y{T-EgAcK)A775PjZ7TEnngf@x|(2)hxQ!GLd94yLtDUnfl
zaY#PPl@{dW4)k5+*SdGz;Te6x+(vu?+M*8a8+i|J>d(~QU$o;7cx%$P)TRnm+C+It
ziMX+Ttx9Ix@*_<JrIKOXYb8#_ez(p(hB&p;x?4E9f=1)##IQrC9o^=HwbIh(p~4~p
z&)bz#TpjtA2cw4Pc>~>(Zfv^1pkc(Fb_zkP{>nD9!Fu(VKBtP!AWufby!O%dpc_%2
zKK~z;eF<2P>$?6|rZf?uK~fQghz2TYQe;ID%24WOYLcX)nNl>9F%+dzNhJ-WQc;GM
z=0O^jW<xZG&i&x*z5n~{bFS;ZuWRkalHc%s@AtmXb3gZxw24jd<n2Y*;--IBVtW+5
zvUv5@p!-RB&pcv+OC8cUEL1ZCZ}&9%1_+ByfG|C5r=g7ctJbX(D@Yf^$2It{$m_{5
z6{$Gu@*2P?m7Bz8w^n<YoW35-FTs0Jv$=X+(U9vV3%C~P@@(i<w|a3_Vd4H)6?WTR
zxoDh~-B!$=S^cc*GoGt~(QlzgpHxOppUHb!BD$RIQ1JTvH+8x-RpNK98QAb#BN~z!
zgmw9#U8ue}{&Nv@*T@|K+F0FIF&j59t|CIXy?J|rm67AFfboSBT*g;>^4ho_-@8mB
zEP`qTn52L}tGDTd(OFPq<djcOH?M?yBD7nIC(Wk;+fRG^b;#ZOpiR;Eh4|$6e=Stq
z)hA#0L`kitY9;4y9*3s7`YFr?4}%X4Z*icAVfdX2=^N;kS=<{==x?Z)6(}&U$y;S+
zuSKx;lrtd;EyrhK?eGY`%rJA=Kl#C?{a24B&;6mZCGSc^akWDlw=USY6WQ57P1x0%
zVv_AFwqyyHqhtKX4^f@g{Nq4-rejb{Bx#tng~dC2VW)wc0T;Rv=9cNr5d`nj%nzn<
z@Y+mKFELKH79_t0G?hp(!{CUFD|L(DTTkd5Xq;!Vv)9IKzUc>J!e|!p+flscgK7Yw
zy-}89;z6P3+Z<krpV_ZvKW`^9>BEdy$%mVX2@%zMCBO)-NxISrAzw4wo=>sjn6zJO
zqs2zq3%PR{#U+B;y~};QJhpsK8`9ak^L4ZJyL28(=K#v$kE2>@tt3AuW^dg$MlsNQ
z<lj?AIa&Xy)x1%9Sh!mPPTw=m?K6+`NDY7f&u%lX!~zo@^4X$+4?tGmj0{D<X}|XQ
zs~~{3pv?rRrh(B3y)iiP_QCL$6B8F_$2N?%p@6Dt5U|Z&UtZR&=r?vxf9tgJ{_;(2
z5io=179QC2m~{~)Vo&8OUe|Efc*jsPEeX`if(#7u?tZn$XBoqhbrray#@|AlB|}qw
zjCbeP9!l@6N|!8t^=RSi;x{(OPX^ljOUG&3Z)Fu~D187u)L+t<sz*-%#Y;_3Kj`$S
z-pn?8VD@fg8ke`?&^Kp{(3P?RQXmjpfgRqlvs4T%owDR~4kJrT%fMr>mlI@W0|<#y
z1#6#$Z*(s{-Y;t$DJJ`{1%aF!0HaQL>|B;Tr<K2!*YgMb$*fUc7U$=mhGHd51PSXd
zD$AGC1pV?FWn~&~w0CqArQ0@{M9KI?B#d820y+h-+8;korslc>BH*V8uXF$I@BX*t
zw(llAE=k>y!!D|@0>=l%3}zM6OTsT%kDnupFr{6(YE>xOOORblpt3T8X|_`_G#%G+
zb3GE1ZkKm_H=E0fc)N12Q;603wy7FBW@gg}9GvpeXn*V4U)_?LYiOCIs^6h<_svL6
zZQNKEpZ{~~?~e=ajbB+Lzh_m0MUY$Q?ZHh*?6wA3Vh@HU<wtU#8MUtK7(KQuL25$o
znu7N68A&^?8?G6Ly==?($ClEKM{|6mW2L_wdOY1jB+xs{ii=h#x!AxrpETfTje^m2
z=dO6Efnf;xWG~d61X+OYZ}FuE;H2wti!aF}z#d_m>mS))1xc2Y?CW#fgxCEXmY^9s
z5J0K5P9ULE7_r^QI(hOhB<=_#K@79$^3puKM<3ih#o<d#8bP#lR!?$(2$SJ3qlP&g
zka5HZOr~ZNO0U%jCUvqtazuu#k(?S&#=aSZ)kuC_-QzbN;1C@7@;OEpSPUu)b}ScE
z&1@lC22wIIbii(U)QWK<TINSm3;xA7i7YrlLI{aSI+!j=XZyDkCDZQkMP7b5W8Udq
zaSE3LJLhQjUZH&fASOv+qTDx%jxCg!)7w>gM`Hh|;{62HFB>*kSP_&7bco0isMa0!
zE=yD%=?NAv`s%Uz;;u6#CA!HLMMwI(s*P)^wo1xO2(P!Pt2uszi(}b#=U2d?R=|Ic
zc?#_hDJjqr-7?K}cTm+4KTqy)9h)D<a}tXrqJ*40h!X%ARz8gT7=~C;SaT_;99#$A
z9;*K)xg|URO^EQyYut2|@i?5tESg(LjsrSn4qo2&&4U04({j?)<~O%L%gW4r+SnNG
zVhtV+<}gzT%3_|Pf9Kw^rNr4|4tA?ETH<lv?6|o6=loO^l0b>cDhyD^%0TIjNz-$O
ze(=BLWwb%z06FI@+U!pPqM{#`-XV$(i<j5Z`tBy2bwP$3?z~t!A*THJ^SZ7`Q+C5o
z*SS+n+1sp=5OwKIpHOh6_vk{m?kfR%l6}_>n!Z#!v$Ns}1c6n^b7hED4q-g%uxa;9
zbHm3Z)i2rlaO>4SuQ+_tQ5Bvke~m`Xow?5FtZ`^lxkH+z^RYR#U$<7|wD+&_bm^EZ
z8jk9ZM)E2rrh9&G8~&eM6Uzsdf`iO_0MN+4&>w9#kiLWj4R%cQlOJAmYO6A>KspG3
z5HJiTF#!8!f;pa#c>obCz#qGXv6pm}70k{%s}qH(SAn^4Z~dd0p^LWMS9D0fvUBFm
zAK?{fVD@A=@@xrL$)iFaEcBUImYY@w=eo^8?R7$hq|3#LI_pDZ=P6Zi7=I+@jr4$?
zPvdgHtLWH+e_S|^LSqU`O?zX7^?*8?u{_)e3()hfIPi*}c}f9PZ7=v}yoVK1Ue^QU
zhzLY5&^rxt;A)dtg)I>(+FgTuUmPaD;x0%b+h<>qPnF&--^unzmVEXO8<pRl3|JI1
z4P-st%nFvB4D8Nz>|=(*!Q=<P7_B@ao;}lInscTuLFfj~(>|aPHLI%u*Nu&gln4U~
zmgxnU7tr5-9Nad3&~=DaLo`fs2+bSd<mJ^yLYw2~MrtC-&IpBj+|Zi;0U#X}5dwRS
z6Pp|KahllQ%3}0{=_CbZ(Fa6484iAsaY1{Sa(=@^=AWaN-FAOPNwGh0zTm8K;tPXs
zuCb$A(@<q|0Unh~m%k+?&u;*D9o=IY(y>5gskc-_UQ^XB%*wYs?!3aE^iHjExfGsr
zO<d`3HfB6lt7hK0vf+B$z~cF1zD7%t1T+_vgW`rFIKn}Z+}YVFRJ8M7XOr#*22IJ1
zHoxHCoN#}gTn-`QvBJLej@ARVY_8cOCu~gD7$r=<q4aPXTu6naO#58)2ZqGXZ+I#I
z3iP%&-TTdX&kBv(?2TG`#aOp5F(NXE6F*3V#hlUZCA5v|mYjrP8qH9OugZG41Vy@4
z+18lyeCXJo>j8EfNnmk>F#-kre;UBaEl?|Yq!UJWo$e;Gr5U)6v=ciIeG0^I(i}t!
z`S7F{mJ82suzc8h)2T5Jon{{#)42s!Fo@E*myrk(%JLgRUn85g4=Aw9HzoLlyxdO=
z_1^+YeSLjTfMWA8@9<PfxQhRXtDecaywvzKWn`UxkDZ0g!EWB%8(6dRd*i|xQzxFD
z^Znz_jb@x`&I7q>U!_)D<F|Pb+G2RwcfDJi)dWuQEAKmAL_-V9xQE}~YCn*FzUUK<
znaEcq+Xm)p3Vo{c(m1h;O_F`rF_R^?qjggkBW}-h6iX4$<L&-h^nuB?O{$>oj)bls
zaF@a~ohijYWWoOhNvOpbDK5NJ{p6NA#29471-y{lt5FRO<iy;MS*p54GSsdn{CED3
z8dgHh@|!9rFZ2ZS7f~RCkCu4LXf#ll;jyub<Im?be>>S(`D(Vs$t_{OmQNA(0z|ev
zdX&bAy)o0iV{>3DwvB(Pj_Z?MG#eh-PjOS3G@R`F1!blF5vhWdv8~_T@31??t0WJm
zPNTH=z}(HqkJ2r=e)TFyTf|^7Pcdp8D7%Q5>gacPoYYY|0TbBUDqKVaTx<~thFXfJ
zDYN6-h^wKYp{H!&qyYzm-eq5#^ClP>8{dY|E5o*_5c>!5AwaCW_3$A-vjP!Q0fMV0
z<Kxl{W7t)dSW9^RT}QiO_gsVCOgHJZfF|HdjK6<TlQB8aM$Zi6JUbL@4{hGfhPU&c
zy`Ul+U~muLq%S8_zBi5k5T&#%@*1ey^)qmkeB}|>un!*;rG=<T?HixtGX^g8;lp8O
z1V<`CK#0gJ0*~_Y4ue?m+E`uX(I)_i!ei49{5T<006vH=LvfJ|Sq^R-rJ^jBmexRN
zD~qs?CvZxI>|F$4$$$H)gAb$)1sdg;+%rmH50%u*$JF{Pz8z82zz&a3%YhgSUlQ}7
zUas7UvWe2_S4$_w)OfUh`ZlR~;rXYzhbqDqA9g)6i1|9g&I~E8mrJ^}huu~<Y=YI@
ze?gQwuMijltk7b?e3#LFDH2-j*x_?s(bgQLD+~nkz=X|QeuKYb4?-a+Zo^eolxUCO
zk|D9_+vMywK$^%v4JHa0>JrX_hc;orX!-KxxS(WRi|{XC^v$E5Fo}Hs??BRntN#F!
zj{dj+ds`UFzOIr&x-&T`Vo*z$kw^=aWMgk%fQ3rwV`8XZcaKrkP2~gh!E^*aa<{;)
zQ-2tifUFePkz*wK;!2e+e9bV6yf<p88_tn=2Ch^JDmMfjDO#q*KI*K0HP546)#gG?
zr02c!#MmM;#0-Bwzh+SKaSFg$INtCwr0(tW)&-3O@0Qk6x14cbEhKlXqeuVw!j1(X
z7W@&o8(2sm#Cn^ja)JT(JKBPK^t7xG);+Xni}gBc;a(3NvVM=E4dxdL3P<YC0zZ)1
zmywck3V<`B12B&;8GdAN<DpJ~02>48i8p3dpr85TbdYxISq-NH3dkaV2#lE-bQwhT
z!lr28ECL`3pY)i``@Rzphxp<J(UOu%SOVjJ*uQjE#7+ZR#DJ1|U&hbj5XuE3w4l(B
zQ62$pyHsK^u(h6zHLC=ct{+uum?Q@dCo0xMj}~2-=X2%^8$*)5#4E_woQIMYrc5yZ
zqx?deH{c%_Gi#u#rMU&A3@<r^VCG?@+pjQx#(|*#*&yIXP8iBUi%VYHfv{a=K!Eo}
zGBIt+Z&R(B46{+);4{NS)T+7TyWXco&zq`&P6hl>b`n=rHF@52;ph36`@e9_NN~+z
zx~G+%b9UU)<@Z8D$6+r|`38WH6sVC{F+=CyaX!yOKeplnrNG@Z+T8-GT2fg0&00b{
z^!ujH*jt6aD}j83W4wJd8XdPeemZU5I}}VZ=U>1%dxhP5Eh?RueTNSD5~UXlbWcRQ
z9-IT8!<jYnou50BvbOEXy-1Lr#>pM)pxVPRw-483Pi|%6Zbi~xqn_Ba1`lo?WtqV~
z;g9VzaoqnQP5*y~^yMZ8?i>-#>E-gUt61={C1uWswKkHt{t(did5jNv=z841CZVCO
z&IVP2;pcByzw`+KDqfnf66#`bJLxgh%klZ^y3o7(etw*HVq$=Y>nxu@N?tgiV)ZDv
zF^LNS1i~l*V8-1_1G!1S0V_vt2)C}$yr~dp|5M(v`{$9))Ish6J-sd0F=UK$4E%AU
z;!&jJ_BXksLmNx^0PVugGJ5Za11klwQcfYhQKULxdch^Yde{ix1J*+*!R7l2njB(x
zu0^?@>y!w4VDvYV3s=Bbo03z2Fc)Fb<FS8rVDAF&yORG-H`9QgdhWm`El~rt9e>l5
z2ND$8b1|}{I0o`KsoK!5&S7!&7e04tx&}uJ_>BF0dd9AA=!&EK!%p=c1>&A=eZ1Pl
zkk~R4jKwjM-DhUTW@>6mE|L~w9EAc<Sa5<oh!Np@oVMtmwn;BqzI+-g8819yy&pf4
z@1=}aT>gKusF|U`VW9+EA8#Q|Y&rMgmMK)OZh%QG%{v`G?y|0Xcux5sHcYzrNKFht
zcuoN-OPq4pR3<qUXWF$Mg@%BTVC<}*mu`RMz60Kz*qIPED<&huOF`Pi^guNvXW=qc
z%=_>hJ>vz={xdvhu(Ts=3mpElF$~*$4_l;v1QUH0s+TDY5u<UK4r7BRVi70>@39l)
zLk3Vvqr#_T!GNe78ubwc1w0t2ugO{f>Irna??K0<Q!F~MT5R;)!omR6rpGW~D^vEX
zjHFH_Il0u%h65vzm<~U^ZRcA4%!5v2Y7>d$hnNgVLM1v5qlSn;oI{VYufe=uZLM>^
z8n8DEa=d=qzu4yq%x`*quB3w?Gnz8Mos@6(?8&#kylrnH-36{~NJNBbk7PGE%fI3(
zmJA*a-LL@37t$Hq`)(Af>@<z5kSr9?)zy8N6JgF;EOSSYg|boUe&9j<>tQCCi0#zb
z{!_bikHOG4;nTo0odEseZl8xmx>`=z{sEq=4tkQI>Pu(Chec!g&~yuKQX=Mlggo!W
z_hEW0&CE4o%`{Vy`HBIf7>+a0Z&4|b`3CMOLyk_2zJ%CCR0cyvFn!sxXV1lXin6k&
zqN1Y8WkE=gf2FUoW4Btm^MEC~>L-OiFj{I=h_($tajU%!T>2P2P;2n@XrVxXX)>V4
z34e<!hgot#b$3AC2gOe1<kyLSv*fFvDDdB05-zobJcExfRO<()jh&HMT(Jn6#4A?{
zuum*kZY^Aal#0;?8E~&~)@LWoIhjJ%__R?0)O=*&ZQoveDl1DFY==7)kN-m^L|~(U
z5(xiEPrmvY*bLUyD##YXZsm2LO83k{0cmOJeb6z;b<DEdR$&E7JqWJb?+f2tV!8E$
z3ayk)V3gwr0Ogcrwb)|Q0_RnH>C)o6o0STyCDn4@E#&7Mu&fM{tA_;xh3QiH#}Fm^
zPHZd-6Q`@d#D>mng<t^ve`d#rwzgYP4>4_~N^8f@Z2M#R(t&v~BGDF$L}ezfZa+yx
zxXrP@e1L7$8ajHS3e)3IZ2;7%RFr4KCtV4PU>BjaH<w(DsL{v6oDGz(|43k<+I%&<
zB2MkV_B$++{%7pf%0L-wIk5tY|J~ExgBJv$D&{3e*^E%jf#?tb5za3KJfy6iFtEhD
zkYNx&F!kDBg*F*8VE;mK*jT0Y9g4V&zx`eo==nlEs%|6x_awKqn>fV0?>48^m=pj{
z#=Mp9PIPn&)E4yMk>pHGHGduKdR&q9LYNc+A5KvS527-W(9AGolnVwxK6-MRv||X~
z3@K0%SmdBd@-kG2gJ(pjGwCug0mD)4Ren(m8<<b9HY`ECr_aKUHI={{GTw!_g<hL1
zqp?xG5=jNpbMf+Jb9j>@2k=+uAU5MX^xw({(Io#ej6uPRI)H{^V1u;%clhNBgfrlB
zJbn9C5JzeBMcB)l?}yyed%A|<KBNF+du5>>b(mMs+DD<CsEQ-sut2wg*1yr&Gy%Rd
ztHH`+CFpX9J%hPqjF{hAVWH5I8^zDxf(;%DeQo)Ot91ufLov&wy$-osA^H5|6$QD(
zjW=_q-YN+b`{Vs2o4%<*A+B7}0Iz_cFouC%Or!>%A}p2)xwmh-Fql6xDyhLymgv*3
zr=o2tWeKYu3QxhujQZNh<L73M0<iS1n|c4NwAV)kSl1a#II_g*1<3NxnNtAZB7Me*
zASJh%Y7z39<^dlg6$E)%)?|GhZ3};2o|bPTH0;}T00*+r-@chjmRDNnxvZ4YEU#54
zdtvlZu1t}w-+0x6-(Kjj43Ddb@fp<X-!6{(gInd@3B>>Ruck*z@P~A<5ljLA4jh0A
zhwXBH|GW(NbjZreSx&JmtKY4+Svj|`_I`}@Oelf>ynx7U_;=Ec$2aEV{Ivw|TP>a6
z_lEvJ1eQa;-gdgiac}mOYpFWVd-qPby}g~{5zWobkMCWWwiGt{D)Y8<nX0LI-cN|W
zKyfQr$6nY@Fx?@JNOX}P3w%T=Ji9oBPr(nRKFeu~;-&3*{&n&vzqSc|ZU6>(eB0Z}
zyRx0-LBE(REG$flSK#JIF4?LSgQ}5)Ac*V+QH<mpc+NZT7V=btIAZ-I6^_ZnQca{P
z(~J({<K30#-W^^A69_`Yhcd--b{1M<y@U1b4dVlRiWN`{z|UsGf5?hYh^ouMC`Sm7
z3MZVpP#!$3shJbuHYf<!-EuphN=b&?zaadb1X(V$a5c{VQKoBI=cjO5%v4mc)xleK
zFk`fQ5f&bcJhV{|k;IW0dnA{_vxu`Np(j3WA&86^$JFP71PqfPX(=S60#Tv3ja{Oq
zS&qx7u^=-#9F7>t)87QnRrXAN```X`lNdbyTb(~c^Hk$4Z`gnhiJm-gF{k2(u=9Y*
zp=Mzr<x~vlybt1$X-HdNLiRrZTU+4qQ)8BBdQa>lyC(v9rLs*&-TP{h8RXjcd=62)
zpi(h$A2~oabU<0y_g(#bDWw}Db@!1E1aGvUqtMjV<wX1c_ga(xt%&JNu6D?>@8AVS
z<o>-+hfugC*Ka&j9Bok@@m4M@t((Z8`L%u0HyJWs<DOO=s}wwj#0o?!q*&F+P=$_d
z#O8fid|_!)a6q3@zQEY-?5<FOvN$y8si>{(GNQLi**iHMLYG->mRR`>7dz$Ft@(R*
zYO<JQRI0}^P{GbTr`3zbqwUj@#f$ghr~r8BrgYb=Ri#O$P=H1-!m6&Bo4cc=z{}-k
zl<nKOS%3X(gq!LENX#xNOUlZgXWIu@|8acGt8m*ntblBcuzC@6U%5A0?pa>mDVv7J
zRfijwupm?sD{Sq<yy{?p>>xJfRhSAQ$o-{A>d_XBb_}Z%q~onoCl(|4G|T3NO&z*5
zr0XWwjRSWUj3_xoPA6_OtVl&LlVxm<Y)p>?D?4aK_0Ju1+-3xZbcOsz2r+GVGzPQ;
z|K<}BNh}D91B=WB6`c+c4q0+K+`qr`v93_)?@apWp}(O%K@GNIc!-CA-5bRW14LpW
zkLJW^e;hQ`7l^vxiG+7%KFU#e5Ow{)L;%@hvFh2TB^jH{u=Nvz4@ub+*$EGXu1M!V
zaYTi9jJxBw5SNpyq-%ge#24H}f~!Hdn8f^c_2Y&&sqzuDYLrgo?w)f$KAzq%I#-Hy
zxZ)e7m!SZFanrFOp1G^1W23KM?3p9m-Xrn!#C?f?#N4U_5n625c-Nv5g6^nm!BhrC
zF0mU85-Uk>NNdI8$G{xg6VMYyLg0t6!fJ;qIgP$Xfp=q*U&JnfU_=-}+fPwg9z|nI
z=6%03OjgtX%>`*>3^j_?y~GuFh7!^p*`A`O?t=ok6)hp@DJUe9oLiLcSrpV`FbcvP
z@v>0I9R1R)4qaR0Vq6Eh<G{TrBM@Ve)d)kT0?{$CL;X2xR0e<(5yHU$FKRf{X%inP
zmj2QxDVRT?MJfO4=x(>pP;AXYipZp+;S_jpGm%4l7Uxssty>IOoc{L{v`zK_CLz=e
z_ELZ&wMiXDDXJL5I_yoGd=05_1g4=a2fJ5j`_8PGEfGP8>5BvbmSpS%kmC^%M<BS4
zyp4dz@5uqC1%;42BVS?xrfs`xsw`(iP;4l{SNv@p{PO~lbsj%mpA{9g;;KyNm`Ia3
z0hW@rx?X(xR3fs=l1(B$GgM4rL6#;Ng%8h##O(j;N1|%~MoGO<ORaOj2qv<t2U;)t
z?SG^cf2sZLyLVC4K5X7xjiU{>414}l6lGcK7A=|r#1FUmVH7atKNL~`Ft=b@)PpBX
z=g;gJL}I%k6on|40q8AudwpQB$03Kb1O+U5fO_psH8mMh@imJ93jptDJkj3nd30<N
z!X2NY`8-hi`I6XhXH@VC98u1}6k;}n=W-QBhU98V6&EmCii3vp5$5WaA9ESGuCZv#
z>o5}VhO<x<mb?4~2La3L-4giY{fjEsUpF-Ct<mvu7csN`_2t2$*TlPngH2IgP7$a#
zP}RXMFuownVh5TP=z=e9R`S8#fJpcaU2cE!-~+qeCU}C0{2uq!`A4Jd|K`#ZS3Y(L
za0L{a+3vX}mG|pt4#f12{)i6*UVh*}bY9L*pF1F#VhVeA$aG*}Th+_`D;YHmjTv%L
zLRX4GTuab7c*9{xi+S?HrmG%z%VYkKyzs#ZTpD)$@Or+cb%j3!u|ycteLEH16D0Wl
zIF76mrdrAl_DE>{+Oh^uDs_d*g^7FLwFUq~^YV}Nk3t)A+^*|IsNTdqUvfZmrJSf+
zKOcz@HtFddz+`M6D0;<j-(LIB-roJ#l4l19<0!(7VTC{8DMrMA9$Sr_os}>SU!F63
z8ZVNHQzHe1L265Z?<ySQJ4{UOw}#au<v7loGba_($*b#ibW%YdcZ4@wH6Z$GOnG(~
z7~JlOud%@XM{M((s%~LuZ|%kj!DhjbBM*wUw*bP7aTs#(@EialuXJy~Kl|=p(73E2
z(p##aa5*|A<^jDqJ{CykD@1CZxML<}e(22&GmOG|0e@JRMXnDhY6W5%BwNV+EqkRl
z%x=x`<eT^P^`X5Cyt&%$G<qKYk<rm(9bWK_Z13)V1+UqscyeDN->?Kf^cLUYZfjl5
zCw#%;l9FH^ffb%>U5E9%KI`U{);$wofl0PhRW*E>Y0eGf-Mj5OhEe1e3a~KKxrdLp
zR9u{begZMjF};V|Z;dn<rTZs;aQ_&6A&?{ykdj+<MHN>5Ym-3%Ztv=PiRPgPl;o`A
zUF52AIiu0p9|xl>2z|)Ie%a{Uv+VMX8~1uF<Jzzxa;pV;0JAa=c)6`w#`uBvqsNc2
z39M2;gK+uc#XIkG71i860<33YY(no|Tv>VX<jIqu8^?6Hb?n^j!X%SHZxN1-RF5A$
zro}i;q4j(Kyjps%cURP$v?US}UXZQJ0@}yfT?m~@EjmYIGqc-Ami%O=^tW$cznbHG
zp-@-4Ha)`vtBQwS2_Ts2<^b#o$6O&TO@#$mGM*x7kt-n~Ptn>GU_BZEyMIfe(@{dX
zwGjVyf6t146H@o=s%zGTx;oUBQlAKYQouHR(9A3kyTMx>QMYG^%lstWpyuQ1wm+bT
zudueMdsD<S)?Xz%I)D{Xk-cFR$XCD1?f<LD{{O1THRL*hx`7FWo=iXC2G%AEC9_am
zs0=YM(bJ!7v4c3RHp?k#aEamH=mx*whAVbi;WL$G`}D6tU+(d}&sW>@%BaX!arD4j
z{ZU{RzylKtrQQu(TB1inTX8XH`$RJ-DJjBsz>oj}89Si#6WkV*u&2|~<bj~@L9UF^
zwABv>`44bLfg~*tZz#955$I_t=v#B<4M9CldU?23RKDne=UmRd05O1XKz8o+5n*K-
zl4@13imj5Gl1$e@jV3fsMmT9T){FIq*2Ld(_kBVQP-P@o$Iu@B(oQ!a7YIb9qa$Ar
zV8nEE2+@I@@S{L%?-@jY0t|uskL3^0Yl2{ENEyteJ(by$>50(~j8U}`k`gweUwsA$
z_-Th#yBv&q#JGhOde0Q0a$`f#8M%STe|_vdJ#snv8OPq*Q$X@sp?7Kfv_(&kBn9-4
zJhZIRO>iKYE-uf-pNV_3(%-Z$oUt)*?3uY;lu1@jhsEO(gGmF*ZR>H0-<b^vfMy=p
zzaNc})h?c6#7#}XR<QMPF1}uUNmcApoUJqAY&8sMlj5`B^vS}2>BXy8@57g0(v`)W
zjPhGhO>oU#O3d+5P=y3+b4Dbods(+`9f5aH3KRlT$Yk+X%)>bzgoB$#0jmxc>vt!k
z5~oC{-;EAQj{!K3$M)}1v~7F_@WBk3L&!iU=?2IHE%TNyTlO6BzVx3J6*DI5y(UDA
zau#7etJmcYb0txa?|hiJOJj?oPfUd#${O_dUYP%oTM}GeqC23QY{t2<M~&*?C}iEy
zU;}U&+K0sB-$}}c0wp&&98kew%8#R|4%`Pe=;=*jagz}(6q~0(CAIHxL4^W4+EXr#
zShplk0o|BUGclPr?3z=4wj4~KpZV7~p!ve2UUwWb4L0UCcaRi)6dZ(UAd6T`9+Xa-
znUz&QVc|#NWB3H*B+{Rt=R}QkzyCRFZ;6Y^Ubi>UnN0^K3Emdj6`;A24<EzGkR+(E
zHupuf>@!U?2wTLbKA2L#edc;k0nV_q;G$O<Ija5OjhjYmn3(gc9lH6Q#;{{{)+CA2
zr}^{~dip&%uGhF;SZ>3x4wsUXOjs#03e|fv5Zv~8;}|%nV2(?C3lQ*h@NFTDFtTlc
zpCH^Vyy0o%9IT9b0=D3Gqx}}W?=q(4j{hV*$(yw~038Vr#u%^=!>2!j$9XuP*ccQ^
z&Cu<W0|C^Mgtm*J)S~sYvk==WO@1gx8fYc0TRWUl&OHu4zmI1)jmsL;c+7noF>lJ(
z*6I2oo7uR|tFT>~&+SovZho@7z4?I`Z3~VqxLaF(?NWQ>hiTQp(VM-Bjn79fIeL!s
z+}v_8cG>$f)4j!#IUCw$sJl02=Xk78{Wi1ccCC|^%i8pJuH&Pwjg6v1?*~SntovND
zMI(Q}3AgcVaIg-LIsj0C;CzciGlY2zVWww^5he6>{D!KV68$NLA`pR1B0mpHD=WK}
z{7H*p=`xOb4=u~>*w~`?DuOI)m8}U?B&(-+6wXNXq#6m3SWx4Usy{v<A;o3r2;F76
zYhWvtOoLxM3>;zcz5W1$sjtujYY#c1GEuV;6QgZpVhl78(&6tw-Z9Nxs-&#UhvZ$f
zStO9g&YgLpFY;~E_*l_3mP|Vs3=oo0jy>we=ji=VA@G)E=H#g2E0OIlP^(hQwEQzw
zdH&ZyODAtG_(Jd|?(iQRbWAO|Wmj)Dn~zm|54G8`qepMyFIw8#E{ZeMMaLcqz(4Gw
z?m|AkS^WId8E_fJ#Us&dv8zq?!YmZ8vzfV@lVh@)3W}Ev4SN^A{%}m`XtSsOr=A`O
zKxMlg9s7`MPt42CYlp(cn6{ptO_ph4L<C(a6sRGZwo4E5+n6_RHsAh)$=QO?moE;>
zZFO=|L^ZYzaUq?xkfrbo3vbfW!kyz66qK^GwXhIl40rF|1fXvr5FfbjTr72mFbord
zsLIMpvySmH9ntd{8ABn?Oh0UjxITdIF`Yqcb5-BzYum;LX=$?p-(lv6HUYFAa<mLX
z=bo04G0nyO=4KtH6SZi;pjkjlUoU3JZQb3v(BI?L{~m-s@-_}Dt`DGRA*@48JQ5E>
zIjYr{&!3;c)w!FIaRq0Z)Vg&Zwf6Cb(ht(pC8tc8Qq}>|0IpnNp*Fi3_PUhAH+CgT
zLOa^s)y3BhKa>~v>q<&W-j5+u0}@|ZSEtmw+P?TX<sV$ojqb-z&gFoIb`g_5G=OKV
zJamidM#<2PofQ=onrH>FFm$xE;L&q2JY44C(9lpQysbh6-q`sXi;G05grs<6LmeEM
znmQ8<ffWMWbj)49E^H``Oo$n!4Glbj+7oPTZ81RNahZ$L6r8bbbSnvKVUBjZ5h2kX
zEKg6B%3RXLiEVB7Hgb<l5k^6`YI^K&hGM#@mbjx8g4Y7DbiC!if&=H3ot?cx2JL`|
zhzO|H>N+}8fVKF-x86Uf;oUob@B<jn&9Ry=TG+qxZO9rqIk{U230(MFks~-aPSzff
z@PczN`T?tS8=PtRxeW~sYz*x5BOibIbmU=123gS07bjU&{`N+^F35g@Uj_%YF&(0S
zI&95lL#R2X>}&qCkQMM_jvmJUxP_=O_%4^wp+}SRu<O^)G=0XXiHn8nft$f_*YmhQ
zS!b|w=afKguk>_<{(%8Al;5*Ugy9s6B6gFZ;_z<O#j97Jc##Ru8jSNfK7@q{6<=4J
z#>>mA(Eus_zLnSX;jryDZ76tE(Vk)y@u!fjj**#U<ryCzztPU)N|iM=1!ZLhhD{9(
zfj&Ny0kBQM0g8C;v!w?Q95@5)3D0(!K#+3rjLk0ugnfd8r{Pos=aR!KkGZ5fiJ`Iq
z%>^PcPUD#bpj!Oi4nXJn4^wAK1`G$(dVK|t3H{fF&``4UF^5+d_L~Qp-p5LtmA+%C
z!8mPir2;0{w@YZ|jiW`Z^~13>-90@z^0qj^1-K`t+6;M^dR>pYnjp;Wh`t5}phchs
zvoS$IK@<R?9Yy>d>i-F;0W$}3SY~o~Aj9COH~1SyErk={9T0cCc}q5qgvpr27fca#
z^~4w$z7piik8Nw#=(L;%ZD?}t-oIZ6Aq`P*56cPR?I%u|;xBXLS}T0iQEm9UecJM1
zY1P`ZQv?r5wHuX}m7T&>g5f5Qg-h*l9#(sPNr>!0b(rMJ3Gv7Y1s-mAvNi4*?ky-R
zgK95JjzW<-|H|w2Y$>_9qU*p`(G;};n8{35cq?$HqN}v3YT-rTvtpqyn-O73l^>ku
z4j(y!YaiU%+SN6cInf;#`vneIEigS3EicN;V*>%!J1s5k@XyI!Yz__%vpa;q`v;I?
zFzH1u0f6CdgT_E_raAzXMCU>k1i_yK_n>T>Q8(bc7PqyzyL<FS$06)FY6(^5E%|2v
zU}(b<5+i6I>kxjpbzuL0GSuh-vnf^7U*z-$&Zn5&mvOz@`f9Ni=gh-)B%tdSw3}7f
zbj^Pa=Na~8%a%pzrGIKl<`Ou23Zq@hPw{=GwrJ6!)oa#(F)4!0AYUM=?C{_k%Rj3u
zbw0d_NbU@_qPOz?r%xXQ(L5N>WbnlhHk!j?v-3p?Iw1n+UnO#koH6@`cY@cBg!S9D
z%>;RhPgHaoM&xA|{2LohFg1>R{8$KM_yXn6PrOjHsf(X~ierfu0+no-huyk;n+=0m
zikk#OfQ{L(aijX~-NGm)3`|Ud@Mu5;0my(&JBklPVH^mg14GF&G20{<IDT+u;!#{F
zWMkZ}vJ~ygnlRb%#uJaMF`6h~pH#<L9~KryCN59+uRO<2EPn8vL`UiaWED(`!{oU@
zmw)m4wdUTvBG6$i)Lr0tY8HoX^bCON8eioxL_%eB>((tb{wcoppBvXcOi%Yyje0aZ
z8#e7A&)luD>>O~0tetG(F?MSRSr{TAJI5a423WIkrS0Omx!L#q`}bm-mLV7vx7iQ7
zW@KijKww~C>0vq8&-i~)%|IE-0_?gP>jk9-=rf#Nc`Mom6z4i!U3lZqlEz+$v>XXe
zM*0#b&c0dcMIQV_%>iaGC2iNTr4q)_BRrSI8e5Eln``+KhKLLB(*m^zo!(QlD&FpZ
zL_oKgjWeCd@*UwWyqM<l)m4<2ClgNIkOgflI{<1>ho8^fqQbUs-^m!PtFpsdK*yj@
zA;#KjWo537JAs@KKL>ia`4DM<AOogs$n%li#>Ti;dA%z`e9KBpJx52K%Qopl;!4@&
zEJ*707xS-n?q5t(PP7`#1gmlTW5-ac`{*bsvH}7ZVSgr)8IaXv3=fH=k7cGg8fPdi
z5U4FChN->2^d&Gt^Usz9v#A|CDA{)GQRhry;jz+hIKio^t*fj1f)=wCN0ts;y1;+w
zFD+U*#~yS#9O7kFRcBDa5j8b(XA$?C7K}wG-5E+@e$Gj#eajjemRWzuMHL0JFR+W|
z0k8oT0OFJxYf}sDd;|Bh|JXJybw%ON?c|+?dC2SD!L0GgiHV8C{RIYw=2JGFMZyDA
zYT_^w9eT<lApq#+Z5<uK-8TZTD?&`ruEG)ea^e|{Q@{=QP~I@BKP8{<6IoeUd-X(b
zN)hZPW#tqVgGU8WOv3ZDLo+Z1wqT(5>$q(ODAQW9j?cc>!qQR$SE0MR`%6z!t~nmY
z!`9Z%z`Z!5I@hUo!!WNPYusRbP<cPzwDv?zdHLxpCeBlxv*&3|L=!|szHaofd$EOu
zd^luS_#x;y0=`^WkAKr|ge9>2e*d~wpvC*wpX2`uITq0i($6SpuZFetuV1Ig=1&#;
t^XtHWeZ8X^e_oEo@}9Z!A1^&VVRMp`wR8tZJA?miT)$cCzQ(@O{{;#%pECde

literal 0
HcmV?d00001

diff --git a/_images/912e96702771cada9eb8beec0063b573e8f1662d25f61d087098dd3e3c53191c.png b/_images/912e96702771cada9eb8beec0063b573e8f1662d25f61d087098dd3e3c53191c.png
deleted file mode 100644
index 4a04921c70c414077889f71be95de0a5c1696f08..0000000000000000000000000000000000000000
GIT binary patch
literal 0
HcmV?d00001

literal 24547
zcmeIaXH-_%mM;7XW|W{3lq48XKtM!6C5eEFnH(fblB@`l1Ox;HjG$s7iR3Ina*!aP
zfPpAkP{|-Ue$T3^bNbxw)3?9dqkHt9u2D70qG0pxz1N!aNpsygcjnmowOiIwD3tXl
zj>{@iD9fBF6sm`-SK=$vMbVD<*Fifubvq?%V><`^%SM#b`gS%J)^-+V23zfoE?+UT
zw%R9fP(YY}tErux&6Puff|h^(1_A5KCW2gNsGD$+H8#gJu23j+`sANw(Na-n6pHS-
z6S7B?uRR}Zb-bY5)3tKMgyp9Gsw4W+`V>Y7dQsUcak6#QmASo-UK?+Ddh)4L!Z+T`
zXFJsR(#<ak!~|6(l}hucyjx$oz<c|4W})`^x@9+~rdBz8yn2z9o~6e%Kcr^n=fNK@
zuCzVgCw}ExP4MqnFM29jS>?zk^&Il=QI<(r*$sM)8yQZx>z|d~zU-z1!~Ny|^2NgX
zX2yFOIyxMSv;BfuSy|GNiW)hGWXHW2WI84XTSg`(yaP^;{uo;4%s1PgRM7F`hsoe2
z`nrunU8R1}DsieQMl6%6-@Ce~wk}D(&Cb?*d!V%H{re*p7W~}XwuRN1#%sS&*k+!y
z%&}#0d-~yh`!-&`eqG_wCLeukxz~xTYHAHU+ym_F?45mmvyDqsfjk;5>nmC&c~V**
z*-`(d+Vg*W)_-~f|M@R=Bzwuqs@{9>;6_WPwbq5U($W=I`|J1oUL;Q^h=0e96-7lw
z-to2+q2+~_DN}3XC0u9if~iCB7?t0zJsd$tspZ_$v7S*N>|lL|!}H9JtB(xuoHg$6
zaWAFZTvm}WL+z8dk-=#<-M-)Mg3Dy7EA~V!&@<c*dU9hiQ(8|sQ~Y`SeV>(T?xj*x
zM{9mOc8p+~EJ=2I@ci(qcn#_c*~_mvQ!mU>dwA3*GBO06-#X@b{es%o*ZV_1R_R`E
z-gwPPXr!K_<Dq4tMX2=SGiIapRXj(|&<eSToy$2O<a#Li;)%tAbn_pAHSbgG*WZd>
zH@mEYIyvn8Vs2g8eEa%<v4$x@AJ@_9#S`@G>s@AcY+bG=(tCDkNB;Z<4GoQ~{nk3(
zszuZ7uErNHN++nQ{mkd!NzGurmpK?zH^irwNTKB3=j<(gKWF{+Sn0mGa_vifOE>cA
zdAT~W?Du>zGYh(~m)lACF{M#j#bPsSv`q}#WNEV7w*+mP#z31V78V^N3sXT#oZP&k
z=AElqDXw>Z)I6IVIK4D^@FnLb^Nx{<IfF*2Apz~wT?3YhItkBb>CeAC=u<bn;pph-
z0Y>|H%8jHR!6XO9#uTdQYtPo|8tnRLIKFMz&vo+dVQcHHNnSd6x#Hhdl5`GEaD`v)
zTBo-mymOtjxBicUcSSWSVgr_*wI>~ut2Rz=D4`E1r3`Id+W8^1J9wcxQCG^Zc(LuI
zpvoCn-{|MLYeTnO4l8C=_i7fqMK{(~o<H8Om(P03rS9!*h1}m|R)jXYRXt{}8Q^p{
za-=X>Ury&0BQIm>?1X1sd;8j;ZQ-dlmoHN#(@3uyX{UMfW0}ipIts_q9>%#szUA)i
zon69-)pHjcrPeSlP1R%y7I-D6ydN&9siGbmyZ1GT)5>)^>}vlp*~kr>HhF31NS3tb
zIMBq$osW<YOR}}S)ukjDCmyg;J$us=;T4%uOKb<!lDL!P*MD;!m3vvYQ6lWdjT>vV
zhx+@qxaJHSrA|;$+nNlhn>XC>eJPzQee&Oyga7<)`u9uBf5kODc$p{HtXcE3E@G97
zt818IOtRx|<FpChpx9co#rYY9V0U+Ss{S9<!G;+xwjH|@s-0t>oSEqp62jU0;hEaz
z58JqTAL0@Y!)<b=rn{H~buRpz9Ur$#Gn*OfITxe+^K0B=jkm%3Or8d@N;thq6+of7
zfB$}M|HN?xh2r^{-+Qt3`L(m($h64IDywGHCrUf|-M%fOtgL*$|LUO^P4kcTXw}9j
z@ho4lB6yF3t?lk}^%p-p-CyzXW7$|wmA;9Ik9@!uu7d|R(=hQDj&zoA<}t|1_QY3u
zyP93dwp$~$IK53Z@q&h4>+^$Ggv{&tr|0G(bPKMth+45(SpIgqaO>7B)AoFcfq{X*
zG3{)-qHk}n*mjq#SB_Ins9o5+ZY9gQl}3{I(3E=*A9_B2&gR!=A+lwUm9C@kV1wpd
zCet5f)!sa_<rDudOO2S4>phi0Hnz4!Ck68^X3QsKw#lR!f9UA!^uYQutPI?J{OsBC
z8!Koil+BwruU@xK#5o`{Gcz?YIypqb`G9ftlk<9xDDiCU>{Ssb7>95}^@%rBDw?gN
z+cKoq41TPvOwEe_qF>-Lb9sEYopW+>(zvSpE@#rb)b{Pm?d|Qabq9zFIZs-crZ)=@
zTjTc`w|uOw_QLBz*FZ10RChpFShzBG>6pIA7Tf6&eXpB0WfD}iB5CWl{?SaV2JM-@
zx?W&W8g}3DYW*BucjuQFCG~>quD6UzN=oiOd*=81M@@uIo>T2FyDYn34>UG^cClTh
z5cid7Rv&FCw9b@2HZ$Gr*OyD_U;Fje|5@4UFJ(q*oNG>18M0zKxzMk>B=fuX1H+ar
zng&hZzh7)@Y%Hv*qM^_;FnD-*El*oa&B_w{5~r3_A;8AXZ614B-|fdo_U$}8+wh(#
zHbdVIl0Wa+b9(o~;NV*UtfB^u$@(jFLY_SFJu9`a$%l?p{?aAh`gjdbyh{B-_hkzA
zrurM`@OW4b+3mW+DRpO}zrnDx*xOiJL{|3hL*9mfD;<T)?E1c(2o_y25_-fl*`RbS
zrBJlpg_>*m?Bt+U$Ao4AQ@hLW^{>x{(0UfR7ZytUvx<J?uW0@Djh>a&@8?fb5$iU#
zuW@SSbHfESEdsZGrl|B3=Np#ap_kdDWjsC7DYx<pRzk8#&C3l_8#ipYfhQXja|it}
zq4H`sJ;V7U>zui{*9Z;V^4(sT%)|YFQu5OGIMx4t@xS1Koa-r;<l<T;;WX}^lq9Ik
z%Xq-L%_8IaNJkMWl(AAnqV|W%3kBEN7v`pX;^O$ewYKiH`*{wPpgg|%{<dSaiQ0!7
zTUttLYUr?P<9@zoU<lF(qM6Ha80Hoc+2qG8D3E#z7rFoPW#Xy+`h<O2?FDXbY*N?R
zY;A3)JAF9s-Mi=BS>nUjzi;0@hRvJT<mudf^=f-{h!p4NsI%ptB2V(gYhxW212OKh
zK7ana@9o>X8UCtq-e;ot>{{PH<Vmq?IWW*(z_~~B4TUoQJ7h^V)2emkuG>6yety1s
zn(_M7w6qkIgvO?(Fm$lvXU>$N##Bpg^7Z9lRuLH3GumQZP=qb^HCCnM^I53?I>~9u
z%a<=H?(g2oX65AY9igMtNY3$FSXd-G4C~}hcljMZbxL+_au5YJD)85*NSfY{FZ@_V
ztwJ@^FL@6&=m{0-3GMnF92`t>M^XI#{kyudLqwf=-{hlJpRXsRyP4llZ*|YL%(Tzh
z^Wny)M?nGuIrf9MAL}@+@$m2vbDrd1T%0P{#>=}F_4i!d*NTb?_s5SPH<?>lT6UsX
z`une=NXyHwq@t$&P<hSSnXmu$+PS7Q6T>q9%_|<2mz5RQ)uo6(RqLeXl(ZP+Rrih`
zT>0H{?qTgvd_2Ejl>+l*QtsI8v8A1-pKe8AOgC>Rvo2V;Y4XzXwak=+QROCoPAQ$>
zntxRpPjQL`eJ~a2Le*Wpe!aJ5LWTl+{E>Ql>amR0=0Sm2zqdlK+m@X?&OAv+vv#e_
zMBi82-s;WbzpM9=TIe#9suBF{+Xbv7?Srciy`X(8pe@X2_*8I6+ALiY1(~X9|CaS4
zTLR=J(kBI9;Ob6)zq;mNh6s&<Rz_uOfRg6YOpTk(VDtXz>1hguo15F_ckk)#J9g|g
zvL9&l$jue^^6}v_+OT0m^=wsFSJ$~DojmRw8(-h}m`d-37l$40J%8?xqDm=zd*uiD
z^P4v!Sjww5@|=11Qo`A0ao+J=d3gltP_$AMZMNMnDvD`s=(23Qo(5evcD(ZvPPcgv
zEThgKH60IZ7)mG_W^!6uNp09s+xcnRc-;aH8fF2J{%|gCr{~IVlcj7rD8<Fa^h``E
zDJ)Xg#qsBn#kt|5398){_qSbJocY1P#^xV()F<5WcW-05`D2Z#%BTCy&!MT1hxfBS
zf%T<R-|jT$pMRCpD?dJl;ajiG4Q7twLTZ(kkKa1J6?2-{b@}&YJ{MhC<*UkXCFkz2
zAC_5t{`;)%^_j?bme;Ob(;I9~FMR|!Q<SKkqo7@IET#J!t$*Vos@<YW=Nj?^BrWE+
znrAZ-z8s>jdl*ysqDf7~@H&U5iK>KWTINS8%Ez`tegzBDqPdxK5_}E*zAu-ro8x(R
zvzwJdapbNUXkR+HAQkuZmhVfpf2_-HGUI07R#EgKDy1%7QdxW~@siG|?b225aGq5q
zi)%*B8qTJ4e`SvzRAr@{Ye_h8z^>gr*wR?@t+DL*_UOx*I;uu5s1EBpCk=`@E^Oa&
zO~gH6Jsl^5#!a(Puaxu@xrcqH<F(gwI~6Ch`uuN4_<wGZ|E&1O$Ad~2y*lx*_SK1v
zVh0ZvH8e0M<<IgGs-9-KeED*a_2AQ2daL*HUHM+Y@W#A>7D#L4_wSNi$KSjWj<T{w
ziao`PL#;We6Qv;RH1SoHmBmG#t47<LhdVopJg2d2ZTr6L7GIkGy`u8t^Mf0I{rXiY
z;xuk*q-|`xlTi4E{`-M}UNgUc7|xFWQqQ(C^UetHjgGfS(DoQ(Vr2A=j*gaTc>DG(
zmw>=Wi>7cnzuH(8zE_cvMeXgn8bc5UUYt?;X-`njz<>q6Zay3Ejp>(Yh6fKHrsx$>
zt>cu;o!@d)R{2cqg~rGA30j$<iZLBSLsl6s_&87Yn={QXEYv0GN&(2wW@OArC88I+
zv2N$UWfW!vw6pbwzP-(|?OquRG2&<bx|P)HR(cAD1P8C#THw5!ho?Mzc1u9nCy}IY
zPbSS17PS2SD8V`DEtY0Xff>N4ZcB@<r=E(eah;p=j*E*+{r>@mTOR#;U^q^LvG1RQ
z;WzprK;{JtgVyvi9lvX&M72b(&tL0V;^N{WHH+0c*8`2?Xx!IFjv-2~Pwj27$Mc_`
zpQqov*=$l@>AAnZzwq$Vd6ocqHc1zju&^++Bh?ts{eNO^t(;c5tDMYbUk>Z7*<I4M
zX`ET$LLuso!n)>>5u5M5y<Oli(P~K?c8A#U%r2^yiRgaw_;e}V`?|WR$QJzV*Jm}T
zdnjGga^jG>=U>mL`HyF05tPFkwf%MI*%K#<pa^yT`lZojj<=_8Xh<z6C`gf(m0kW%
z%lwO`b`*4zkI&Ed*1S0EgJO@`S6E)YO0ZyFn3hA_m-G7cGWm$}znDfxM%-V#VBfHD
zV+#5@0PY$A0Rgo3cX+WvdWDo76>}5)KAZO$>;0?^dm>`C0k?M3n})gT;aSNPg=e>X
z705a-^q~IvCFY^9b>B8l5mS0#;5%4ORFtO&EH6!F>$)v4vLCkhQjIGGVD|j=IjTfY
zXseJAeRo;FzJ7CuD_4$!(S%1t)a5!}QBKlfA1+vuw9eTcUakrd^|u<{RliL7-{9ly
z>$0--TeU-=toi?ovi4s=d;hgs_a9x;;^Z7vM4j*R=g)6P``H0*k?s59MZnzDu-5p~
zZ{NPHO;qXhm){2b0*XY#<)za1ckW{~RiXh}6sj7>>6pW-uW#-}54=<O;h89>V^kpC
zG##^`4xwmxOmo|+Ohr^}64vr~N!!~W04>F?jaOV{e(!I1iiXDC!NK9DT{hLkd*GL6
z&seQmvsXaxGsrX_4bI#BGcPx{<LA#^UyG7<$wx3u4YeMXmUb@<`PS6b#CRbtytTlM
z&_>mkg7m+Zcv>sAeC3iieFbV*Pu1gP6iG=*qqamjeQS{|L7`LQ<NUurRy_a3-`dvJ
z)|H$&F6e&y-s8tSJ%agvuIK$N3wn*z?w+31ln#*ck+Ct}E06EUz1Q!HaImxE|9r;R
zH+tYy)7-9xlP9k}tw?0$4zE<>XsXf@1lc*)rzLoD8#KX8>-LPSTt7dWJ`^jD{oLFS
zl)SxN6%^Lq@bo;nkPWD;wSPnf;N7y>i&^JdScS0XD!MW}#S|zOei@DcHp^G8>;gzJ
zZGL0+_RB-xXc69c)+iB^@t)D_;&mM2S&g*<r<|M)g@=bzzWcmUh?Kc}8JG?0-JtX~
zV~^7NrM||LZDn`ZwGvz6SA+3sWmu%x@Ar)k<bA{X<HW1azZCepdwW&a?C0X<l~U9W
z9mKb{IrZ<!{r&Oq2)5dpsFLwtpFdPaEAvJ=@5C0M5KI)L;Eh#IwQHKWB*U_0<creT
zqSjV+!0&5AZ-3ZK4m4d(m_sk3XJcE3Hw)fNhkI4CDmmn~C_XSah%Rw)^68T&EMF3|
zm>nG*DemCNZ!BAwu$7^sJUMhVwyB#L4~b#pM#GE%=p_bd3KaKy_vk5w?TeG5L<_k3
znc@D`<BXG(<jXw@=y>|WZFx^btvQT8KEDNVTBd5KC6kVl>^f)vDk`cQ99HnnHz*c+
zQA*jwY$&6nqsb{LMSg<$(OwpgMBlj0$Vb5CU8zNus>g!m#ojc_D9e^DyEgkPDh0nH
zts!1BeJ%AWTCaeB^^5br&yEi?ZN$4OUtE~O=k#RcQ`N(rGd1X!-(jb?8&y359jBS@
zzAIIk;3}(}@~Xd#z_>SNpD7e*$E9e0^qib`KfXB3yh|%Wem%uKD#|3K^>Cikgzz)n
ze3yflzC?Qf;)a6p_b3iKw7W7(FLrOBqN1{y9XGT1mc_7f=P3$h-DctC5%K{<cnbS^
z$@XV07u#X`b?w*Z_E7ZRKiC1?ory`{!fL#+*@^yb5)$l6QD;h_f9#nxwgTK=_T9ly
z<5R1g>|MHF9|ulrGwj4psl38d$&2-iJ|}nX9Q_4tZ3cRJ3g!68lg_UOB~2G*Crn#1
z_Mq7kVuR|~4ZKh}`y<4S<5Ifj+iTgEzVh1rtUVG_Rj{;R{l==bd7x^uW%HXNK>3l7
zrTM6DeJ5n^^86~+iKu(>Ax=5=*pSsPsC9|D1$Xe+$ct>uaS(JLb2im5FyNk@8orBy
zp#S;xY4YWrXJ1-mxE?-yn5ab%mt|2@>XUTu0;)W|Bn6ePaGUmwn0a{Yk!-8ypM)gt
zMQ4?-)y=VAA9dzMajH=j;l7kYRBWBZiN-wV%*#i<ZW{4k_&U;To)o5$W(=k%c<<RW
zb9;uj*B53R-<WOmqOWXP05a<A>be24xU6D0qq3snoDPv{pd39LJQ`6K*q^?dJC<$T
zoWV6mM|c6tS~4t;CTOPXSzGINWK>=H8e8=F^Tv~p1-$RxrTg^hlaS-scj3X|${@ZK
zL%*g*M~}2-U%mh6(M{|8nU(0+(=$IpX!08Jj(DzIO-EOb_qErwc59EBBW0wF)w%-@
zkq4XF4^+Mj+mk>a(8!4K28V%026V6e*$%_B*m>1Y_C^$LoE&$OAVka8ceQD{CeZ;;
zS?&n0+@URc#;mcqnS1BXl_wwZ6JF#rIiL~hkM*5D)5{8i7KXJ)bj9A95Z%`c3EDYK
z`uh6DpYaq&=6}~1e#^3D*?(yhA<z=elX}qRysZqOK|snBsP$G#Gd^w6l)7RSEt_=J
zqdj|p6j8AnEe;Ro{-$kCH}_%Ibzu<99ie*Zw&+O2P)ifwGvB*+kAd?raB%3nw%>5R
zC(ZO#ELu`G2p`17H`AMIR?%_DLbW)l9R|rk#JoQKOOo@3%>X-x>{jFB^&GhN{urmL
z*Kqz^Vxh!T4;LTb$;$EzReuPMT4}9xQZ*dA4tbv3r>NrnqA4dUOS!NAq65@8B5#Da
zEgo!h`F+}4&BvExA7j0VZl;y?b4k~yXY=B>L;5PkCK|=9Kc0n-7dy*4PPNA~XUt`$
z=kfGdm0$uPHK#`Z11l<eJh`TlifK>fQYP;cN!QtJblf^$)H8d`AZ4J@#3m0)CF(d2
z?yr7vxS?z8M@@(ia0tYfs&tN$o9j!e1Pd-Cw!D#bWS>Iq=pM{$7x3Al@*IqD#U8DU
z@1C=_&;8Qp+(_-uu^zfgP+9@h9D|B`T*RIOaKc)^Qt>ozNDOk)qNCL?71l3a4*D#m
z$i6T?fA8f>9V_Y=fnOgAJ(<SkNlC%8-cZGH@bYr9r0wk9qz>R+T$}i+Mv8)(ni^hR
zm|Bv~^i;vp`mIaq7qV=Y1#H<L8@)5|J=Sd<_(+=360{LqYp+G4P+AWb;0-iI>?ohM
zJm>Dl6hlUx0zmR3abIQPz81H&aX961K)DiZ*vqZ}Er}VJGhQn*@zdnY_Lwip1+J_@
zFD`xvrvCO;DP`{D>C<w4OnZnmhpO6H9lVchU{YDJ+#y^n+@I<k7+81qY|XLeo0<tX
z&qR49?BSHrd?`6MurGJ~(@7h9`<3^WEEZ8>I?<+~3rpPLkhl%uGXkqW>uNufd-;?)
z>e;fWvmpnZmrvlabpH6^LuB35!wy5T*RF}Nv9Wb@beuDDtAnrEg|aW^FvLdo5SGps
zl*_n4*Jtb4#OU!V62G`g?&jS;z%00Oaqh6UR_53bK1Dk_5#S;syV9~BDr|4(gk;v3
z?|PWDnNu$gsqAK@r*}tf3bSs{head<yWm5c$ZLiW9hXr#v}U8lPAj(0dfz!+#~E_-
z@;Zlx?!chn78PYi1A(}*3iZbubWp+ZLrJR`K*mjlNM50Z$rfu01={b4hda5@+KH5=
zbXLL}W%_BlEB=efDUc59APWjF?D!puMWYW?jeY2qlXDn)$4#iteEoR&>p3|&;VYyy
z<js#&T^meq2%On*@=+)XC?2moU~`J`hb?I#B_-OsM6KHhu*Org1-_A$m#3oOBhyI4
z?ccj4fRN0(JZA@^rdu0%?mc~a8z2Fn|7cP}#OY@Tp6oTeIkvpUr$711k29!aryb+d
z@IemQ{d7lH3m&va|0NAiTtZ^6!MoLXa*Ws#{9`|YA3yei`obk9#$sh<Wm*?5ci)hW
zS{e%)`hN8d2}r5i<oyeAHy_H_j~_oS?L*5>*)&iVjKZp!VR37}dHq)W?EXt%AiYyp
zbC_SA8qy}6mxF^NTDL$_a_0L(?*56bK?*BgoLPluAuB7ZheFs`;3g%!Z(opbDZ3lj
za^nwAy$@aOD};FrT!Fg!Jhkn?lq>Koq0MO~HJZvM!OEJA&p!5@u4&v9ZcsCngqBEl
zHrm4LrYo(>q@zBEfrVm`<~3EELi0HWiwbMT3zDiKs(q#2cNEK26c=ny_%dp}G--zA
zwDS`Uy11)CD5ye~%_8Dc->yWfCTy7;YV~8-Cf^Yt+P3SmSRp_ow}gatFv<fVYhRLd
zIi(k`*pTl^Dp=ftGF}J^$csb5X)CaS^rG}H>)g?m^8PFyzzLATXrJseIn(6!q{6LF
z2fdnLST^x%^!Oj8=1F<4=h>Vl`c{B(fXW?l`~Xxw3T|sy8+wG|j<?i-LRN-SU^~)r
zWF6~)b@-LpV_d2mq@<*JsC!}NW!ZF6NiI%z%T(bLY=T-W>^yb}2nO8J6Wu(&ahciL
zeYiW6O=d{2$?55(V9H@A99HbT)xn;0QuFlqI*~k3Q~X-nAbcb{O<dyFe6t#_yI9LQ
z&l?zmS?r{!Ew&hHO7(SB;v;^E*$Bxpu$ELBP0gnpCcRIbK3$4Zkz)3Fr$zIdHPC^D
zo%yG}zkirw-XP!tiEnx+XP8LjxOa^)L&XdEE}QW&Ait`<{HghAv>l+rz`!8cw2qrJ
z9f;5({muNpT<Iu_i;E+ZlVy-A&&SRx98vE;f$VyBYhxGw{b-Zmmw_gkXl0r2<t~e_
z6xZxEITI|Z5s%ipnqq(_?wzQctmi@53f8{ei(V$F!4I0@(;xt}yU^bidudwQfIekS
zO{0aSfF{8Ayz5MrAEDBng&uS!xaPwL#xrNm7@)csEG;f{p_Wp)i@`VWaJoL#>VU$m
zGmrf#vzkj$QPB%z;>X7q8&`TB3C5z{-sbp&U0;YrHbl}@me>#VSk_uuZ{G&*alS^i
z^?*g=x$m>M(I+2{$;sVHF)Zi(UE)K>41e-`FD}CeS-cb_-@8Z;mKg)-SH>;GX;o~%
z&R#<?XwP@8oCSPZL*YJfKozBift59mEwigRRlj6qm}*>*>$BHz%9O<p9a_uG%v_gZ
zcx*2ggYDS&6GjUqSA_<L0Z&ycE!uK5DD+r78}PZ`T>7fu&$74JLJHuN0qRQSJahrM
zyBrc;_!w{kAjzLcv->=-KPhkW=}&N&`<73|9aE#xjD%R$aUVRWk(Hf&8v^}a_^^AS
zKHv$wd$8lAS6*ITMRoNi{1SexjOu}`g1Mm_a<vP2PAVD)KtbxDe35U4j_>v2#S8Tu
z`-IEYpFe;0_Vn~bol(Aj6-+IdvK92)D<UF-vX$ZsM=tWziE=l9q;NE=E>zGJ8P@OT
z+C=tSHY?{&wK<pOODR0%xSpietNbKfcp6Kz(m7>&&}HML5sif<NmJhZVV%JFtm|?p
zPaZQ5dCop^3PGz@ly{>V%VFcl&3dgG_lIU9{e$cXJd6}9Q9{fpHUo`&At;GhePcn*
ztHgQ{c=h@<RYieK1MVcvQld|K8@M^CNYFe&KmQ^IF+9(-BQ>~Gtlj-(h0x*y)O1}{
zHm@9QUs@CeqczNEMU(F7GIh*$TatXEnb1V(rwCpCejJ*hKKLtvzTiDR$;m<%?fH3)
zgA&)~U0hr!(g&}j7Yo!HeFll*&b$iLdeO)z3|q{&+y*6~axecWsQ&kX31Hmg4Q|8>
z_Rvg_$4(6_SPccLHv6hMNF;Y=L__}vjva}ge+6dXez*@GZi$z`4X&o86}arY6MVEW
z)0)$MxGezI12;eax_u@emFpkd%{x!@d85)spu@2oyu3ZbqUi>V63U~z;nM&E_f%A@
zrudEpU1sbn%AfTKo*m*j&D-u;AEUI2H)t)-*_ZFYJJt0TP_@q|Xzu?KeLlj)!M}Lb
ze!)TMAF$Dh!9cLmI`%`#8rRWlqQ73+zH=uN%g8%Bu2gP*^<;{!%jgP}LqqaL?%cWa
zL`eTelO8Xcq}=i2tBHha65`6lbLROjn<+)xQ=Iqcu1i0@T6pE`*|T_5T!#<m6zb9A
z_6T7g`F5p7A65TnTi#((De;pT735i;;@oPKS33OBt;P!e;yPVj-L$Kv-geIpSn46A
z0GMEaty}q|941~Ns>prxYcDS^?j*xa^-Q579=%n?Wo0X`_I+7)PfFGp{<ZvF4oiF2
zSTW?f#GJ-=b#-?$0H<ZPInj`)0|dj96Zt@Fhho)|7App0F7eJ+=SQbGJ-mG=2a=5}
ze%WY~Nk}JZp>aPv|72hau%GgQYU`Sp62?8~{+=t>Z`t*GOTg<du6ahbkZTD^M_VTW
zh3b0mn>UMLhJkbe+1zP@`a$_lCy;O5E}7OKA+D<loFk9gPzwne_px=?u8R1iFW=J}
zbV{HY6PZDLVf-^1h*JGmG)H{*0X{hN(ewVNIdh2^KI=2=ka>~*+Sa8X%R}E4RKu6;
z`x@tiZ)DO+6ay<1v*~beO6`(gYYu<vjpiN!om}+}7Rl+~PEQ~;5gtVzD$1uqL9Tqn
z5ddXk+h54NmeRO5`v5@u2pF^W!))7b`LOcr?Zf~p3t$aeTzqgx>Rx-<kC)E0AueNU
z3=9oZOlmkF1XPDlN!(k?dHD3{Y(=|k%x&^Sv;KUdx^GMwum?TSEjm2uB&GHAwvrqH
za922h%JfJH-G|Dh(Q;0rspwqmT=A~7R3AWY8ea;U0Dd7v4FHPIE_qP2?HV-%KUo(S
z@x%*n!}&!Q4z^}m>k@zj@^BOoB~d5uHc?fPY#>jVo}E1a0+K<|jTI!O1J4iG*Ss#j
zCPYeitKR7X<#yL8BJmO+3j~P%*)+h+NYQcZVLbIxd^3?}pvrxy$K`0zHIAYAjgEgl
z+g;A-_6{K)0xYO2mgMMAKcp5%>0p0!;H86XWj7swY=KPB2t4C3;8`0Rn_c6APq*y9
zv=zJCZGO~e!#vU!W$1l%u)IY~Ybjd-R-$ec;{tm@mHe(tdOQC9Ai5W2iUcGe8<%Ca
zU-yeRc9&a7D7khFn~G58ooAl=!r4T_U5QQtp+OWf%3hm}Lhh-rVMkZJd-sk)9LB(&
z!IsQ&o)DMt3l)3#OiWCSEDZ3mAz%?P$+-2wqp{z=k79Z6H7r|)?)COvcLC%Tlwx$R
zwY0Rf>VP+dehd%Of#YmwpP~@I8$2JnOLn!CCvV(4odp8{+Q9AmlvX=9{Ps(gJ3TZc
z^DSRH_Jh`Us73}rV8tyhS|C}VH9Xj(d+@d{sh$CTfQ;^o-9~fl*s-wBzutk^e5kZ&
z%~k=gI|k)oZJv&x*RFXgOMJc$It{q3y~z7e&CNmeqREqvYv>Q6xj=WOU~x7M?UFPs
zgT5~@046j6^4n0zW$|-zii!^|-#39&6|S0~SzJ_f#BR7v8;`#{oaT-9>BIH|^w?VA
zsO`l~O&SnaZtYfj?YoS6<t}D+&gamE1jWV01O2?{&g|X07jNJk?&Ca2I|&b@O}u~q
zJ{+`=To$pQ+rU+I15^p<?pQG!54|`8?)1kyY1z1O<F?|GlAsx>rFkXUW5@iE!CHgY
z0nLYdi>MVp>f$yKR<(f@&8q}g54U8VrO-oA5{^?szwu5>OJfngmh5}y&ViOGPiE8g
zD?PK^mhz{u`nVutdZROfJJ4fuGa)}JILQ*+w-IJdhPZ&h84CHbfKBIkC(Ro=9kBx}
z>kN=m!$acxjY6;y>~SONdvR6ONtf}uW8uKsJ9I+#3@ilQy9ZFv?zWVNB>@mb5C!5;
zyg&?~q*+bgwkO-B06-Zb8aRLVd!;f;W$C?MjP`p-!rd(^qQ6Sp@~m`pbgz4&+oo9(
zwQ~7#y@AFQmc#ZIk%MX6E7_8cKcX%E2J$Up(OBCxm&R9_=R8Hs#dw{(+4~>ID}|@+
zl$AHx9ePo^@bzvSk6Ga;;!WY8l342w_uW)9VtHxBbi!K22Ag}NwiG=um*QoFQp~8q
z8fz+Q^-Wqvh6;^1Fma{%WgDBqg2f3zfTMJosfR&9-jOFCa|;V^IB?(qVo=mXy9&8J
z8zVDyvRB|jmiv<@Pma;f#>UE&NN(T0q#+jc3#|kGgS4tD)8)&T&*j)#rsZGdT28!A
zT$2%wBUtE7og~o~c`GXcsBa{HfL9L+xgNd9*rXjPR;ZgKF$qH0(bHpOA9h?G>Lzgu
zCFe(uLc*?T{<_TlShl*^ZfL2NEgAa6OayGf`%SsN;6!YH#(eA95Y(S%uD9+~OX$#1
zcCUiEZDVIAi$y}SP-%z!hk$OrKeATHwRD2w$iNIxR8k7^I~NlZQ-LtFjg62Oy%=P2
za-*T4TPZWGg1dL`hCc0~lT?mZK++D;U;Ea+4f=h;7DBMOS`jbye=_nk=4zhN>MBEy
zli;|~L@jWrT+L-OGiHR?MIrQgETh${SHpzK7~53pJT=6H5FiRUc{Y$^P#0|%X0JvT
z%tM>2sH%d;LLr5vvvV2PAd-hMjoCdtJw>J>Pfx#g!k;umH2i*jy0hZ(wb)I6%M9j3
zx4UvJ$4gjy>QU@vlgZNeA3w^UIdiAUd!3e+7F7C96an}O=kjwqzkh!fxHqW4c}f7<
zhYdguir$mfJH35<w-J_s5y>?3?j8O_*z1Z%?b%nWx@g|iPmVY+UF7;RB`%f@8JLy$
zK{7Ho#u5xDk+ZLpmG!M>H@S%U@81%TD!{`NRcp=C+}!*$$Z`7Fo!1S>^=#Tai6{$<
zpUT`i(|3?iJ9>MKM_sGwIDS@c_bS9QCR$Dh!*Z42zZt;V>es))WJ0+`veMNf$Ckg%
z>g|_1{EEt<kgtVZ%_4<^+s1_#J|R~_V$bzf4*D8;hK3R1_B}-p>wM0h@@vHp46V_h
zEfROJpYLdz_cWQ=DYKf~r4|g<r<{@u=Z)_34h+H`gCwyy4lyLlc`9)%$eD+S$0+z#
zOl}Nk`}_B6;3>)L=)4rZb^@j^yp$@DVute21hGhV&y3V{EJB5Sx`(#CMTA9kO90$2
zMS%-X%Gf5L{i(*u;Yktug8*GVJ{rI&PY8k#c$R%{mp9p>Gl&A0b>#;wHVAp^395du
zH;|B|#y%wM8;0j7Sb7&)ukpfYWYJ#JJyW|3Yad-@Q=?Q)$AS<71ReuAOh(D2nyW^j
z6%E-Ru5wRIEWwCqhSdTe&jt&xKpaNp=F#o3ra`QeKRzzwbh)>b-b^Q15h7@Utte*O
zwfxL;F^{GBA5uTRz1>IjxD_-^9q0;373?N{@R=8f^wB+pwgeC|rXi&Pp8`*V1QgQd
zew~JCNtyt7VvnB+@&5A57j4<6#!pO*u)Hy1FaLV6Db<MF6M^>NAmf8A4HiPy(87q*
z0BL|l%w{X_DG_GKZw8E;9!RSROa)z%!LO=M)Ydxxfk#;BAiR3&b)2+c64##!q2<?j
zuw*^hJX2LQT|HKe^&ARq5^~duNBkO8Xrcpcd8~+Wt;JreOVARXhX9x5G{Jko>YFdb
zks_=~i*=f!qM{_80j**+4Gr0aml_h+ceokWf<)63EW5POzNC+?UFpum<~ccv7a!l9
z^%PwDNYrN{ae=2Ev$9HT67oPxBnH$7G-ExG4Ac7f&E!|-yE^mh<g$RM3AgBAQKUfV
zl<7aK+{Vi@5E0=aSWxYD{7&5y&LMfj#rem&y-9*5Y@Uw{YbC{3S~>=FKYjKr&P82n
zx|a9zwhgzP9?h0GIJ_~fqXHii99ecknSobwKuKwddE9&Nit7g*e!Y72N_zGA4#)nT
z>$iv$0<%@WWNy!})FMz0pqNF%Nkr%Rj8PBw(-^-p)Tu)+5*r0rfr0>%LJ`Yl5x%&Z
z;Arsd`GsM(W3Wp0BJhS1%6M>B>aTT*QJ?j37wV}O*W@oPI{&mgMEE08%V5=eNDS*s
zqBd)H`Q1O3CcqPAre^f6zyCY0H5=hj`jdb>)}ztv!KYv1H8ujs$pf(>4Np*NMa6L<
z=upOzu7YZ;g5RX9lV(4tIXyG8J8b4XPl#Sep$E%egXL%gd+i6*b4QA4m~^9+<Gxmk
zMx3tUzI^2h-<ttQYw*fxE(8wMhIw8#c7rO>b9A6HYynG_W?j#8UtAJz&9x9QTW-kn
z<XITOC06k0oO7BQN>~>*HR9s~cLpB)hwLC<UWHPh1*F2H+F2@emkL9E_r!?kI`*=>
zk&ENSJE{~*1Pd?Ecb&sFR3!kGP(^^G+X=@`omz)h=>u1ZaXKU7SJhrN!64qFrMe8c
zcDtpj{aEEcmhCLKaIlNzO;22`|B<;}-C0hEDn{5tpj!u>Nfz$%Si{j5hpw&_U-!{&
zPgF9UH$)wZ`xm;Jh)ShVlgYNWnTUs*cm!cmkjt=nGVK!kW6?CH8lCj=_72vjfgVMN
zt+i({|J`VJ`T022J+yaD2ZeW)<m*aR73aGxU2dNMuh$b|sRjJlzI}TK?8U|mOV&dU
zLl*{E-hld-;VW3Q^8TCm$!l0|@jS3?+tGu3ajReNH8nIau<5B}ym;~A)@|FUkq|I8
zthH*(-Hd8i0;hJbb(^?RvOlzxcV%USe;h|t1%y|%Z?7rm^P#ppKZsc!kSgThJf3+e
ze(UGYpE5aNgn7)vlT*)kIk=LJ!y>~9-q$pyoKh~n-+=Yq0Xm^lwsS>wd8mZr*meM$
z+w7i`pbS|`?~YH<-8nLs43$<7{0WfZx`*urDYy@Q<+kit`}y-@CnH<>NU$DJ+q!gf
zHIj#Y2St_S!tpV?9_wD;J@UAbgcu1of44v%<a3*DE_AD2WAc1h^x6o;o}?uAIwQmk
z{9sUnxUP1aYiTDy2$?B1ye=8YjUG}7u!Sv&`3;+F8l*27p(?vypX4+M&)X&-Kuf?7
z*ZDU4p>MY!oB;XJ6F2zcAwHc9i_I(7vA8?5Ij%bWROAROT3h7HF?v8<F$_2IcTLK*
zQG+)YO&fr3%b|qsX`X`5=Ltw3d>SD9iLlXHnWINXp)_y-*rCu7iGwD$?Zb!lg89?j
z&tJTti63rC;~|oU%h-D!l)e(&_AU6q!7t<lHBy%Y#rgXB7Gl$`^>T$oNn(`Utq$$p
zAtAacCCBq8o6V<tpINWvAFd6fwrbBOWj$^904b%UXQD0fI}OMo!Aeh0ANsttrKQCX
z^cA`Z6+Wal`Uw}3&#=^yQSxfCd^9!OUJe0m@5PFH8>WsbbMV@&)08{&amlLSP0IU_
zv9Ylz{gSa&A?aiLjIhAp<DVG~6d(veV~up$)7t}%XuZT2HOxc`KSdS>?w)aI#hBJl
zyBTe9Ho?@&dso*rr`94Evm~_rt@6;+Z)$1}hxUXo+KN5*$^X)uTCZ|I(!ZyGV?I_q
zC?MXjc7w#4*l$Y6mqc&<S95uPCVkohj*dS8%_@~-8`ek1Uh%T}gz~1BO;X&S-MjDJ
zpuVH_{1X6qqp3!ZK2WuBO}^WcBE54ri{98_$t&NY4hd|q9Y(ipyFNE~tc^DK*`ceK
zB3;c3Dt#78{h09}=%;6Ai$8v(g*%7T^6t+<u79}g&OE1{xC3Gyi`}-0E%RH%Ix*UL
zYs##<I|bq>H`XE&4T>*ghT)kZV;hQc%lOqxCdf{Hsm5(Ft<a|wfk6-#%>lh%z+MMf
zc{0P1v{2Z558<4@oWNt6nws9jIovB&tzw?F93j{i3xmlzD*B->dY3-Y{M0uw#whr>
zLT1u@W9ktYxCzQXEfQr#u$eukr>{Zt?0|cFH<u2y?wXU6<fj8-9oI?`GaE(T+pfQU
zJ%ov3e24A$&+{NTThOS=!0svH`Q<1_Oh5}anj$!9*~Hu-)G!`a&-U~@8o40%19%np
z)d5qKtUnUY81HXLQk=BhouE3W?&^_>)=p5&BLQvA&be5)zaOefi^e@GK2#-)xXK+n
zR)S}ml9B>vjT+sVfsrxN|FsBSN#uYh^_{~94~9XHQHKW9<kaCtedk#(=TKQEUg@xV
zH}pMe+%PsbJqHIZLik7$=|Rb>Jg!66ppTMAY@WZY|E!#x2+%>Xt9^k@i^erC18^54
zlR%6w@OeLp-&IvrBn?VZI|PG(<1`k~W8bU=bcd63PU8{KkbcQc-1{tS#Mk>i{hz*=
z&D^AAWHrgyV67m(N9;c)sgh%niU1}>2=hVN2Tc~59B#i`U41I@lx?~0Y7g=<vHQSq
zjv&=FHf>&*I+eG757M7d<ZZ5Am3z4J^hhbQ?ymk*cj@4fGZLLxC@g6Ih)d+ng*#Uc
z(~mi>eky2r=U&axk^Z;3d=|QFHqWW=NQrk`!@BsJJ@m!1_SCZj>(S^*Wd}YSMUY|_
z3a*yV!7IHTC3I4<_&QRQ3gSx7AbF`K=>*`dcOras4RQ~uHrsaZj;S3ZB%m>w3+o`1
z|M0but#BXD#TI=!ZIofvdK>!dA32qDb7o{FlHx<e9fj=&o4pa$XZl0a+OWX}5gotl
zXLddo)GfnrC*B25_9MG_QG~#tbrCxX<4@(#^*&@DIO)``^*Q@$ztEN5Q`Lyv5@{-4
zBTWcmkjuhE10~cyZUkaiH<TG;9tDE2-4=g`++OlK`fscwEvdX6LhLdUM=d9Z@n@A@
zOC}`dC8*pHaZw8EXXaOjoIo5FE-z%T!l8{B8zIKK4bif|nc@t5JQ0jH#a7d85jp;I
z!U@AxK}LAK8xht}>b-L1iuc2Z4>7nA0MD~P>`JdcWh*+Ka_CFk_6y9{F&8W?=FrRd
zVq@Z#OChJjWI6X5Z~hjV$}u4Ix~Q|9r2C~!pbRj9!x~p{yrlT9XFag#?IIqB@o%`|
z1`sJK=aHKwl{|0;m$?l#O_W|@KB062Ec!Mbz?O^rGJ$1{+sm{LNnM2HN9FDt5Woma
z1}&AhJRvK?qA~dhgmt6#*T2xd8HvhLS}JEZ(0Cpz<@9rLM@5Y#8}?Ikb7=fQ!dMhc
zly@iy#2iAhX9G5lP|I2D5830#eT6YGAYB)6jE;N^W8>E#{hJUDP_A#!byR`~twj1P
z23`tk&ERbnBk+v>(8b(=4oLAWJnUQ82e%+=t@bS13bw!vWGIL0pr9Losu-6qpw*F&
z*aak9nF`?Khqko_-wcm$CkXUAu=XHBMDPSa+TX!YxIOPEsFiVwLJv!iSWgssiY(F_
zimzXFO94m`dSr_VLDiD^-PQX2a_Q$t-Mzc~dMaBdi5cn1VsvebPo^Tq<)XWG9Y;Z~
zv|t6XV8#Ow7|XMK3Za*q;tPidH@x;k+&|b&_QnOB(<>?N=UF~1?%$KN3$2H`!@YYa
zW-VnkHMgk7t9yVFy1-E+O&)j@UaV(%jYwkrujv<%Xr&*Yw%w-vLc*B|R1lLC&o0kj
zs*k?~^pjFiFi8o;gCbfDF&t2jUY~xZDXu>23E+I;!i7M`7iXg0?AX7bks!Z8goUM{
z@ZN9Phq<L90*RfctcXDj0QBVGmDj2Hue#gg)C38+C(H`79VtdtOkm{>Q<`J>f~VjG
zR##F>tE)c|wtoM@4kUsA>+074h}s%%&@8~EyWpP-wKNPgrR~Wcxzy(v{nO(IXHwj`
z9$)G^kCS4BJH+mBD%40!vAuL2ItY)R8Wpk}vzxcsxkrk+O=c;(KS+$y39paLf@6*r
zOI0y^SJG|KC1u-17#1=Sbzm6Om@Oq^mlX8_>Q3h^_ohdQ@W{!bX&eE#!%+oWL`Wa_
z5B-&@`TQlMW2(zStq`jRRtcZ~wrBHw7>`P3kKcPnd<(ww13sxv$I<o&M{b=Gy{$Z6
z_*-Stij7w6<FaxOyh*83k&0p9WY8w8QhIK0WMi|ae@q)%k?*ioYIXV_jz%<F4umU0
zkjj&VkjpjwmbLf6g9kP+_IsRU%~qWhJOc)esiCI*F(40tF}g0WxEr%<BR;k3ei~gh
zR&zN7Pl}*GY}isV;REy0uWiaZMkDRDhQ?MmHp9=kI!S_8b2xej2iL=vdVbg;QM#3C
z>9ClR?Qjd;5)yf#=u~$vJnm9%4t5PGb4|7xmWfum#NvH^Ci85!Bx6Pms(Tpf^-qj~
zNltfAlceqRX!jE_TZ0tpI|blzzJ7iss5_%z(7gSpsqbXM2qhv1%%FQt&sMVCy?eJj
zh)*rB=e1N6{&&qYQ94BT2%*2eFrh|_IWScurbG_e5BNew2t9U}1J~r6aPOuQ&a;Il
zd>E!)F&Hm+dKQMQngn_8Np(z<AOX~C3_yIdXoUh<ON<E1=1uUoMXt|}9)k_A88Y=g
z%I{_6)QE$E=^CtJ8*WbL!`5Fbk>+euXsa~BiR?ezN?ADhb)iS7A&U<*r_+GI65h){
zJF}_xgJ}CZtauV)hgq<NWJaO1#LkCHRU@JTu2O>J!F@z$fGS7|nhgGReE;qRn<=rv
zbwA7xv`=bE+A@RYOzXR6C1>7s6@BvS8W`|Lj)F`ElK?T4MSu;<`aNd55#=Cu+&<&#
zb1NSS4oxQ^PYY!nwG`x;8oh88{sN^a`TRNU9WX#1ENwD;Me?VcH{Zfc2qKA{cq34$
z`E!v8@91!EY*Z(t9m~w-$`$H+A%}rl_SkGY@s=+|t>B3tb!7Ust3Ia5(H@0%zBm0?
zZ?nf7<}h=91cf!1Ma1+T!WK+h0_3q+Z=rbmLBW0+^tpe+02nG91K^}?LQY7r>6A$m
zh6TY0Gm{}BBZF8NTx$!YThdI<rZrqe))h?jb>Sk|OSg<*ZQq1b4^@NbX9&E!7%_pS
zc86q|(N?jWS0f%&ho3|7dUatOoZ%KCOOH^c=usD#F`<+4lgd*6Gwd;0C#P&u{~*vZ
z>FDSf;E5U_e^e<~zA6e-mIew*4|k`h(y3Gah-7WTeIQS*_Q$eu1yMI`%}ytm#hUDb
z4kwZ$ZH~YJG&rv_Q5$)K6c9*Du9$?z;)`-@v{)mxw5hJHE*$urI4uybeDSFL0FHd2
z6*D?}Ocv1;!&T?A3A2W87>*W8z7LU3b@(OE2Iq=s-k`anl<LlRb1u<C*}>iVqFwpn
z)%qb0w#m`Mp5#j4eWMqlR}-j!qDPt>_rGyM)J6VFoe)M_4}173E9#jiuUvS0ITB+|
zjA(P=K*8Y{Ts9UJcL5_UuBkbT*==8RCB7;|F-lSB6RMeCiwo4Me#Eu~W-q;e@)&&=
zJC)Y6@*fYDtzr}04Ayhu?^XzeC_W{%6WIBD<No)+y5fmf@afeFRB*-oim8iqVv8NL
zmKJr@Q5r_Wk9a-esqdH=8R=sp)z{yjWXmD*xnugIBP!&2>NQrQUppNG8|u0dW2Hfg
zHZIWGLP|2Ke*E3TtA)1zt`oszjq#vx)M=N#$cs8ozakY{m`fH5IHG<SiN{=IxB2#G
zLfQHIpiou}_o%fr2DJlu2liw=I!VqN5KnCgPZo8piVrXNh%c-NPHlK#J<n7cF6o@E
zxgNpdo|(<SA}d}Vl!-K%J<tjdHpEv;5H?t3?%dHo$4j3MULWDkqo+a>M{N^^%)IC0
ztzvZ-kNWYT?+-ZI<Q@^efi6yBfPU@jL8DnWi&t|6{-~}PKO*?|$$h4uLqkKQl1#-L
zm|SD}j>t!(RMSOqUvU`vb_5YE_^HeMI1P*w=(MobNLrp$eLMTnSAU<@<>b&f6;ZcI
z<L=r8#jhACsEvRpQ3gd083vP4(T559FTBLu1dJh&g2+RQe~tHBO+`pXhVB}>TE@U|
z!uOvYhw~o|*!*{l_q<v+2VNbm980ByzCsB_BzZ-B0Ld`1nwgoA00$cm$m!|vhK-N-
zXTz2cnCrNokj|&K9_p+Q;$FRXF%Jb3CIaQHG8N04okUuC+1c5HmRJMiVZK6tr6oxS
zjFsrPPN<-95aTiE^J?yJ#e2d7=3k=q4@jAOWFx97`ysn?j}9I>Bop<SadsBP__>%Z
z5T&(GW~L}+scr+Sk+l!!{SYuJ@0&$g*~lG6jZ(Yd+o0H%q2a=e59~pTy9kv6CUY$?
zG|4hmHo1b2JryydvbMI4bOG8Y!5|Ws19tNss`_X1+U={BxMNPeUeGjOs^|XO3etMI
zB61I(Yoj%~CbFmRFv=KY1XtBlCy9uvci0ZzfN4pNgdpM5W#kkK<0Ev^!8H{XyDsY@
zm5E-kZ!Q1bfPnq|JDr}hOS&{Rt0b@e>+qqlR;+KP$3c<<OA|?MTp0hx{CZ_7nT=nv
z{`6`MT<($TeKj3GhtViA!BhMHy;1Gkb3!r4(GEfJi2jVjCjN2Y%He!#x%b`)T6LMe
z<O28>8P@HI&r_Iph>NpPY%sD-UIyM9>hnInE5APNpp<g%N>HW2IT(6x<s&?>ZK6Nc
zFGeb15-{oSlYnupkBpC)RVg_3N4`fgYXy8hy#Kt$%fS8=3i=d<4D1p21&IqjBg8a1
zAa>kb&#J2Kdds&`p?TjNA`T>Lie5@@VYxJANCx3yj`+bwA>zWZJ8VS+!N74qq6V|y
z+qTsu>mMaqXp#(pAKK<RrH%f<?9_Wk_M+vdn+qttWDtVu=*=g4GBNIm{~rAn719NB
z3elURm<=C6x{}xE%ccF-r#n~qvmM+3T>+`+Vw`eOJygYm3GU;plQ@zE=TxW<L3M(^
z{%G0>>IgBBxnprE%h0Q#G#p5=;(rgM`0qNQ<M`%Dutgt*Na1IF4M|Dy1#rsYA0k~y
zQWfK{!^v3!E%G3QWL5><7@{5e-~kmMJ|qmhrf1N2hqEJ+A0dXJk40UXn=rU^eG|c?
zn9uTsG*=Aen9MzqNHUJZp{D4GY$3^Uz%}BsAu~co6yWBM)E(ngankbjRp7R4Y-w&L
zrAqxe4)2=Bp)JK=%_KQQP063_<0EE?^W?x0z*@vh{m@SI@VkK#<q;Pl5l=GwOK$7M
z3vDA&AKz&8PdCXpAC4K)x3(q&2h}enSdrl+Z0*b$+Lx}A8j%*LHJ!u5ci&+a87LdJ
zo+;`ABJV-M<a8bYaB>0xtP#fSvz|qW<A+w87#mYjV4~xI9>eo_0rG|#Pv<I5&862b
zCdmEm?1n#1S5U1?1_&(2<QmRQkieW9IZeW}A(0*E@g}TuSY#N?YaQ4R!5sk!3I(>v
zlNEVpd1l(@i3Esz&n9&aR#pUj%8yy7^oY4kC#T2hG5*;D&&uSarKa)=@EJ8Cw7YwW
zZq1q_7<K^D21KE(TII90WjJuRk`OHAKMoXvdq5xzCZpwAb`6!h;wD2m|9k@3`>G&w
z>7NtGi~4Br$Xk|SVxji!6_bl5Cf&$T7@JICg(%YAzyu<p+!^}WT2WclkzX%ij)aE4
z!Bhn5In&p#%>{Os(wqCPCa?S}gOL8`xkbCJ^IRIS^D&L60dYDM@qhdPLThUEA+WE|
zE#W3m2n_8Y;c~DqMZ`U66B84m?&(K1g!o2pSA5xY_KDCRr>r1+f&7}c+2_|s5>z9|
z7{-+=<n##Qr{k}}uU{F7afouMnQ672g6ANM+zqlt($%1aB+?1JgMpo0`)BZBhWqI!
zHcyf>F=~;LyMWO&GFU(+FJQ5SV#QP3L8g{N!$$&|8Dr`=(&7dVGdbm$r<qWO9J@P0
z3y7psLD?aN7ZZ<W2|F1W7*AFvFF}I7t&Ns>7n;4{XjiG+qq_cyX%x`PoJ+E@j5l2W
z?`Qn|Pk@^L4xscucFo--*Ad(^ZA#q%ISNT4Zw&S>BS|s7&&Z@Bbd+ZH&X>X12qBAF
zlq=-b5$&QusgZ@^X>`Ebw}Kl-hPm%2sb$bHav^xgqZqDYM@u8g2n4(WFN0bh!h4UY
zK78m9?-H^e1p8rPpX3=}-Q~{q#bLQm|BSfHn=T<MyW_s_0OSkf0|m&FqSA8h-n|CF
zL$ycvaZ(Vo1O8*|wjS7x3)pP{bPk7B($S^;zrwZ^lZHYp@O1-cApcXOQ6W*}_+#U6
zz?OD*<t?*<`sTlnaOeDmO*khJp(2F8Im6Nqgp{ue^Zl#xbm$=auwf_-?m%&jQWQ=I
zY^SCm6kL6S!(BM!{{8bm^Z&8Jnb*sWiyi*w<;}Gb?T3t^P2(aT9?@}1UYK#ibvwGd
zJ#oIyO337LP`Rt#Bq4gJH$OdE>GJmj7uH|^&M)KqmsKa^_H7A3{S<=D34uG|9|zq1
z`VI;B$2b&jQ1n@VGK*-f)K-ifr6Y@wVS$QDA;}iN!vlDMfIB9ty^yOZw<Xn~HsMg6
z!pi~j)aU}|UnDG?jKZ~b{ysdf`qyDZWA!JwmZNfb69WSC$It`#NB94SFz$FBfpL}l
z=HQ3NW4aSF2OfTYexLSt_4clW81oz=EVOAkIAa~Ze%*qCs|Vj387K)E85s%%3zAqN
zD{0w$$#fO`b_`t#pv}`rIP-9)?%Z870G;Z}x9qDlAhcf4%Y+kf(hh~B$Fcgh!3id+
zD^79>09EZ=S{z;qw1gr*k0*pPD~R2TajOxeBc8TCJ}Wz(b#JU%XZ863Cn!nSA8GFf
zVMNTMefOyB;SOKBttS}ADp>rFZT)|0%l_ZKc=n0&l=5^R-?48wQK|MSzCYI#C%Y8`
zmz=parR~74J9Kd{7U!pW=`SsR>&mL0+ql`iFkJ3qmh)qiDcOsgZ!T=SIBL)_X~{@o
zv}#w?FJ1exb>n>;vU=9HCDY^Wm1SIGHND>FMh9N{@|PvM$?)r}`<88#?@xYsx0bn@
zyTW8an$zzdndp%wlf);&rHmgxGHUt24W(f2-%~y!rtyV@{6$OAt=27ZmvS79mzM7u
zh;RE|pD;fmD_g4HDAjxWP@E_O)suazvaUp3?w6B2%XD+WFcAs!jrb_%Pq0khO?iN6
zwrlohWq08F%TyDntlE};xg;I2+etC*cU6L>(cqSib=|iey2Z<y)2Zd}3d~e<P?UK)
zVxoBS&&ZBn#L1pzGBWN@Sjb6~u~harSni*nPWxZixx`i`Fy30av;AdouvyR3Kz<&c
zRUmno=kWrKvcJk3@JB3g?%@|JCHp6-uf%ZPZMN&&0ZL&_O-<!~u5g|vEbdO6s$j7>
zDEa#~4_?`SeP(WH<)7ztA^*P`1;kt}>eF8bBAysz`p3g`^Tx!}GPzk<S--@pR5gFy
z#fVce$`_eKx&Qk1-Gc(Z{M)>kP5<GHJ^pYE+QO|v2HadNQt|yCgU@PT?f*O?_nPrP
zIobEGXP5VmluR7A03U1x6vu0w-pn>6Q74Qv#4!jC7_7uFtv}hUs8IiI6YIH;dPXK)
zAWx_~Qu%7X1P6^pNRL8(9-=MIFe9Eur4!fkHn$~L5>JI5MUHF3U|DqriJ_9=eqb>h
z2ZwTUMi-2#N-KpJ#NLTEfa>N2#TdD`00<1h64LRp8QNUOHG!uYbX_Nc#Ow#2;KVp4
zh;SQ$#!2v8AsCa6t5G*FaUuxsb}L}o9>|yx@nq@^e1ZwTJ|4qv_Xt)ZdEHV#+xWUy
zicm8`5Syik8*M-)EXQIShv4tiAp4Fa5I@Ev`H<i(#X&XPIE5%85HR)*z~M&X7lO+(
zL08Qs@+^cwrAoWOW)%`d2hj6{9B>QC3tymH&4?3Bb0~V=QBhGuWq$`>lT3DyV7Yph
zO_<{A*o;;${j-FJ(@@CN4TkWLYT6AKg%~G_z3>dE+;I%fCYjZvFf-R+$)Gxi1<oLv
zL(VFK#2VD%u84J-K?0MoAvO~2rZ_(~!x;iiS4`AP-pj5Cmg3wul0UCZ#php}pvs44
z&*Mc;W)NYeLa$Zqg+asw`Iy9^7}aKueF2IghJTuoVBYwHpRhRT!!KpFdbNtZBE!>^
zLIg-D_u$l_u87YKq$va=V^M+`XE32ZPU{mf`?MVVL?IZHC|eOpCWn8%YksVQ^#*Ea
zRWBLZm*EUbMsk$M!>xx(0k)(MSF~~#c0SrpNqj576Q;#P%`-6%jQmGfpyOnd3Gx2n
zC9CQfD#V~M0{oXFe71~2Ty%_#-ieOhMN!Ea-09M{V_AjUw=qC~I^+_Gb3?gz|Nb(h
zi;<dm7Bm3{C@+6gvA3vjUxH|Y^95HV0>t3`Bgvqvr>$b?0P{@}oepR4akwqbwWlED
zl{-<dMUHENDiP?!T%WkAWe~aYjJEoECJdO}wai(jH}?HKs){TKA`k-%^-;X~aJQvJ
z%DKoEtKwuH%8bcdH1iUCR;$5S<t#GEk0pqg=ZOKs^f)Cm<dAB^<!FdNM{&oP969@g
z#QiV^b+M;eB_8Iv9<ov-2#FCFFPy97&wiK*5|v8+;Ld?EF8?k2*GkQgP!q!{?MHvV
z-J!qHuO30|?By_110AOY7(eI6RCn(LW<+Q~9yX+&xj79&Aq1nsy27ZfcV?zTkVPiW
zw%BsO!Zafu2}5|a)FTCd-nlD6=xGy3aAhG9V%TCufy>5?gFO7zbR1V8PgaC#u-EFF
z7@^P7U#)W1l;{}9tR^20_IfeMEIkX0X-59PaJWY#g7~jEoN>W&xV%V=?4jqs>qmea
z{5CllA;Rehr$VAuThwK2X~lsxRGIZJF_@1W69pGu{o;&C{SXl8Kx<Azd@D3US<Iv;
z8so{67(CeBjyK^Jsi~=J{lC9bje{Y!D)dsOw*DaByNeQlM4Pbox-bIt$9ZUhK|zs$
zoA(-cjZ953li?MNO_PaM&@~wi>+BVKg@qMy)T<v%fm?VZ;`NzZnR<(IY`vnN4z{7v
z;8`+aKspSuL<WeW3{cq(P>d9U;lp5j$AQ?>wm85I4pNPbwbVKqnvKMrA>j(_>mft8
zxlSxNS-kTgEkS(M`Fx(!)zOcKhj$spUTQhbGP!~J+|Ti^YP!3PAgJ+>vo6R4VkeGQ
zB4-KUz)!1;7s!wLVQ-*RZ^bB{00Lo__a8n~dY|AZLg(YEVmU<;$hT0RpfB=4-VsE!
z=~9NIpx{|jo&OjnO4l5P?CDF!@`K*m4?g|bl9@z&EY$Qa4AgBzBrmbrI8YN22bO)t
z{^V)F!$Vr^IHvZ$4jgETZMNSiSwjwt9UxNOf9mYmc`5UTZN9#;i7Rm6KIMem8QDY`
Hy&L}@%2E8_

diff --git a/_images/915f735637200ebbb40b82eb206fc6028c348eabc5581f1ffd7384a25373275e.png b/_images/915f735637200ebbb40b82eb206fc6028c348eabc5581f1ffd7384a25373275e.png
deleted file mode 100644
index b6dab3472ec0148644b0480883afbac59a0dd260..0000000000000000000000000000000000000000
GIT binary patch
literal 0
HcmV?d00001

literal 225736
zcmd?RcRZKv-#>mzDkPanMrI|2iptJT%AVO8A~Q*fmc2?PX&EJZC990Ah9)6VghV71
zlKFccy2j_ezxVHcd>@bBpFfY!=eo+p`+dI8^Eh6w=XxEXdV4gP7`PcIielQSrDi};
zi^M5v;l(A3@EyVO$42<qb}w}^FGIHjUdQY__fxy=yxb4Fc^y7vzuJ4h=aEBhuA4V*
z-?&M9wWF7p`w>|Q373C<V56JoK?#99wD0jE^zK^bM<|M~iu|9(_03U5iiV<gs_iiH
zx$*7eF*766$;HD%OC>MwxGX5R<SauCm(jjKx?CD3`^an-I)S{IEmBv^?CmA;Vrv|m
zsVg5-o%dSp_L5$@y7?*>qdtqCwjK+ki{s{>Q|H|G->H5?`76EN{Ce||?<KvZu_x5O
zl>fRRWRPYgww&ePuS3yhZ8ZP+4Jo@FYX5#&JPDxt_lH>y@v?FL`ybWr9Mv)VkKc`M
z{{O`<Gi|bqzI-|0<@K!&pB|mb&CfrlCU_<$hC?HYC-ix&L~OCHg$4J4m)8QXY}l(}
zW5Yi_K7Lj1*v3tpHi><l`}#Je^ZWNGjY#gwnwo{TZr$2;?7QVr=I{{mbwBl9$L1^I
z<_n^=jQR&E&n*@iuO4C}H+=MNLz6cpZP!-lGSQ!r^X9=(=cPQ`mhZkUqweLkC5l%r
z$l*y;r_J2tipLQvg&JSKcoFdMp<K32MbsJE#rEG?@+Jn0I&%GId;<al1?1&<7A;!D
z(SM?&+>cAiU;dhm3&W{Xr>IBxSxMVR6py^m^4l7b>7lBkg7`|}HhDj^GH`l&+Sbj@
zCbM+sCDGct3BR-Cire=I#%L!ucrU-^{rM@&)$7-*KYp~zk{1+QFf%!JE-z2&;-yQ8
zIXTRfS*ec{?nlt^pI_`=UXxat`TeuEJ0qvOD&06E*S7Mk=ak><^mdB^Cps%DtLgDJ
zH^=%UI%>6)6iaq?Hg&qC#cYdHqn2T?_WbfIxbx>molV{qE4XC~J0BlkPvPsoZ<X@}
zLzPG_sic<JB~;(Xhg;<p6h@|hANf#voQ+B_NXvD8w~=ers_t-!a=nbX+7&jBT3Was
zdJm@SRm{!)su=02Wqff}N_E1MhT33p|Iz5zw<Dup4S5uN?{jNv%)foBLEO+v<I4Yh
zzZi90U1lmFW3PK(eSQ7J&(}(wJw0@3M(HM|VlhbvU*Fp1H@StCmDSeSdGCR?O>s*p
zN%v2W?AuC9OLO-<W5r{!s|uj!h}tS8mG@%s{rmUDM|ziClXeceyZbuB6Ls>oMpve%
zPu{t6hoUSkEyd*N#A3dU4XsoU3=Z!8(er$Hc&)pam)hLyjNReGmYIANx@2eS`{^5Y
ztZ7fJ(CF^&_89+WzQwJbXXD0=6ay<K^{KDVtV=N}DvDfN((T*Ncbi>qGO;tayBQ{y
zqdWiT`yY7rFvuSJo;fJlpLMbPAbWw&h<(B9-Pg8M;%SD7@cp$8`h|A;$2;P_#|TSE
zFn2#WueoQ>vhvCP^?iMP6lGn0lAdz>Q0x&p6?gS&YSa2%<}Su}dC5Bnrt@o0-J+p*
zWxbU3^p@K@I0(c(XIZf#*rly-hcIhpM+g6t^ZcgH;T>zpdh6T$OCuszPb_Bm*Dp;U
zpKXeheL@lZO4e-x#%3xiDkW_vM*C=}iH^D1U|e6bhMCds?c28(pZvXvN^pLcT~!rf
zbZq2Cldinm7~AW;Gu1~-loU=*ET>(xl%lq{v>H9HZ`AGad(EYIvbgo&i4!Mu;uU#u
zCAFt%XmcIw1xtUmpOEHu*k7(25FA`xSC_8QEr8FE6x3ONTeI(N3N!T*w_%u`G1(yW
z^l55(z-I1jPL724x0b}hvf;1E4Y!Q6ckMFFFujuG5_kQ&Y01r`u#JVLw{WdjWD7W&
zHh7lsNJ&Xir<=3(R=;_p_nbxlxX-KpHMfc;LwmDkJGW=d6}#@}iTR~)TO1oqb)Y%R
z<L8&%caoFoZ?CyO<5yK#nP@N;N^aCk<IxlGq7}MZ`qm|0))o=nb0g&A!($F81xx7Z
z&zNQUKka!*x3`^p1&2$<ros6tuK&?EdT3=&UT!W$?c2Yfe*d)Md@pc&u;_a3+G*Cj
zgRl7_R&HK&;@5ZM>$-&(Zr>Kl%*tX}xia*{3!MU&xVX5Gh=_o5=TrkZGmacPwwSuH
z{m9*x!nY~98BOFi2_{XZBz0`AyBHT2+E(PIDi*^K%6R(EgAL){SC!=MGk#0q#PICY
zkON9nvVZ9EP_>ESYUb$Z=rcXfV>4X#mY>{?Iyzjh$)6T;aR2_!S2yKC&Yw43&#&OS
zg?p=O1fG?El$8EjT^*g8cQ&V(7#YLuf3~oa7N$R=hh6*i>(}CAL)LkoC6-a=6(^VA
z?_Ai~t;5It<5!bQ+-i01MyB`sd;43;PHc^cjO_gUIe=rm346xo!!43t-&$Cx;r9pQ
zJC){sGn4gAN>yKD8k_&jm?=K)qMLHZ9>0j&+%#T>jf292V!td-NA&XbYuCC4aw;BA
zjC9wh8LlC>kwO8WxpVh!7wWEKW2*jcUT-vKj$4X;VYr{4dwQCD=ZtO`q_KYyi8_Bi
zXOw+`(bN{dSEHk&0V!hYg3+QX!t=!$pDHaa&1WF1=uOFygZEw9I897Ue5NO)Ufog%
zuc=WhE-tqH_~5A1RCCjxiltVNyhBu+Pu_>3o<4p0s4iyxu1p6vHwj_!I|l2js;Wpq
z;!!-wm6(|5*j~E*!0TI)wc#sFojSE_Y;4TT%xs&|jh8H27NjM7_WJczoEt0xW@n~M
zf4vdgoovuK(*49|cKUeMuieRpX+~8?ll9gn7>O0|u*7J-?G;y2;>Qwa2wZ?3;Lv~;
zlFFC*;@8s6n>XuRmtiu^wyaDuOc_S8=Hli~!o!@H=sqvyH#y2$aj>!A@2lT=2Pmd>
z+1d1sc+_S#-R)&3YB@W1?c7<3r55;FR#vuD%0lyVZ!hiX)-9A#(V_kuxUp;589MU=
z1L@H1EV5+M_F)BFU3?N9JVsmj()e&`lal<wF++6I8#itMs?pP<0|j0Y5_DNR>38-W
z4Ov3QM!RQtpUEXNS=I;ET;J*zCA#~XqXZZ0+8AwYK^jU&M`xRekwU`PBjacy!fV#h
zuAMkm_b-Af`|1;W|IB*Jd=*X2;Aad;vUku+s|0Tb3T-9DZT_o$pN?6nz&0j!{f~wd
zLl-yyByT+b<)OWnY$Ed2uzc$GngZSh#*fZPpL0&;w`M+S<6^}~<pfVA$m9e!xChXc
zd8i4p02tgIl>GapakrO<iigypjWb7U-5IyYKM<K~C3=a}*~Uh8G##fY>oQ;Cmc<k{
zSwc!m@XXY&jHXp`-r{&ItQWn^A&K&dqyx(${&~sND7&h&+!0lDkELC(X|(q2;k4d-
z;Kf>#6#d&8+k8h;E#Cj?IK?a{C)b$|I50b2RIx+!Qd$!uBjdTOtSpP;mX<txiYG(L
z{id8o&Hj1WkbW^y@zhs8hKC<L;Xf7eT5)RWfddC}@7=4qD6%VHP%wH)hyT=u_7g)2
zTFC~PmL;szaQxi#;+wKZ&z?C$0~irVkb#m?MV$w5!xC(Ws$F6+oEhD{y}=0yt2^^8
zH$K6l?d<JMF?s#=t>FeKk6+)d_8mOv(BGKm)Pw#!IXT&fg%#61kAddzdb;k_+yq&d
zU*A7o&`u^jr8(OweE;(+ou}re;&c6;T@*pz*yh?^N@_nEwk<mP#OF)8%Q-j#Q5OV-
zh1IkU7}cVy+q$|gGc`5M+*_1g^Z5yC0v_<0i3uO-QD=3qotxYFJvU|3ntqOs)}Urb
z-?*`q!ktlmeM_Of$jzo8K;6-C?So@O%V=rOi9Oj(u)+M7QGB119MuqYtmvkuw(p*-
z@%Q(m75BX8GfwksEpj`LJxojS@bZp~y|d~5P;!Jz(w3q=onuyfR1?Y;I7vf8b5-e7
zx#Yb>;|vos6k5fpZ<`Zu){!kpO4il5xX!9TMzdU78i2Yyk8X_u-z!(H43CWL(9&8`
zKK*0YLOMEu)vFWCPAHrh4*(|C5v~4Ic@F)7{@Af&#U&-30KXyO;pfhsqeYcj&c$W+
z)ra(|KVSXpMaA3o)_vXXbNPyuzxoE}j`FhB-Y+k&cR#zdrmDAMX3)*4?bO`NF*Oa1
z^vG1bwd_w{z0xo-;f#og5Nn#tG|z9ekJb{tDt~;FNscv>pPygB1AHd(06q;2gom$?
z=mIR*iYM9F&$V)8;*s80OBfm1SUG?8z7EdL-slVD5T~;!MmrD>!pGOwM9gIVsgr*s
zO-9g%Z#8<WG1+69PV3kI^=q0RXQ&!*NLBB<cb7;NZAjiFWnU9w?{diAH#yttAr>D$
zGoSqF{QUe@8Ge3#ooid@&zw2q^Xua=J6Bh0`&9({yMLl)C%T!j?ik-{lstSW1T3qa
z%&MWG(brnwT+l7@&lRLgT+Q`SHTHJ8JDFsdvZwgOuZ^wu4;cy#+En=S+UIfMNz@j8
z?eDk8nlpRoy}^Ha<cUGsFji0)$9ng^Hv(RRtsJO~)M-V($xjc5%Fp3_?neFd`hvcO
zl6E_o>SAsDLj_cW9=&?C3>4t3nfT+Oin*x0MXq+WVH`0|16{S@WaXo?)u-wUS(f^+
z#QRUKJL%_V=j3G3r3n7>1WRiduN4iY;5&M{yj*d1<ov1B-P@azcdd{={$t_X@7JdY
z;McDG1LeueHR=d0;H9EPj~_qYSur;w@#@C*bLi~1@wP4Z53yMk9yb44I65|#cWTbR
z_~FCbRu8?+N<2jrXGRTA;(jK77mC)hwX>rEZF1tJrKR;6Xl6oV?`s-p(prIqka%Oj
z^dFvDe?3SDrRCzYeYJI{kD{ffX+|R7dx6#^BytSeHn>#0JKEn!AG^^?EI%qZSTk;r
zX_ZW7&7jiU^yY?!hOn66pdgdAGXLDUq#(TB--{Uk)*3*S*xC$UV+$bO_58^b&9=_J
zN;v*iroT;uy)5spPTW~w#@OPQZ{Flyxjhe$=3mk`A0*mM932rG?vUKlf8IxMK}x{C
ze-TWQJx$N}AAfI<MQQ){i(Cc4Gk<?&IaJLPw!ePjeiS`pdcM58yyTHDIxfNgLHP^t
zvg!FzJloF#alO;F>Fn&BU$ZVQOwn2aV3`~lw++&Udtz;pz~v;jY$23`g_k$WL{pd*
zoum^R!KnwJTXO5xU?2n?QCey#mn4N{l4eoHE9b2&%qoCNnDqhBzU;)W>~W8Ics75B
znv8YK^lt7ya3BZ-xk=jwkh1ShB5nEaFV_tQGOZqRVnx*Ap}GJ5u^)xs=lF2}Ik~-A
zx3aP}oIQ80sV<67fx*GSq2M0cn82n@23g|RP=$qsDh9VN=!mKURA#vEo3EAg{}`iX
z<1{+Rag$YS&6>qWzPvaS8Oa0)^Z;DY+fYebngbs<5Z^<E`P9{QmfwFOvC8lF#Dp#O
z0!qD4Xq&MZhm2c$gnBrq9WK<dqg-M9+xv4^D)}vrOO=$AzI9Xp@K~;8WMDWOA0KZ~
zhL$2EE6aVJPl2@#MNsn8?8yR$@bK{J>R{&1uV2kO=LyB1r<U%9mE>zTIr_EOXGCy(
zsN?*qt*)PDesu&F6%|Q}7<zlleE9Ie{m18>A08ZKyd=823Z2BGr;a0XlphRA^E_YT
zskvDd^X|uy^##tR*sS_l*+6XH1_wPRhV3ZjlPBe?s;i~^r+o^1v8MuW-QrVGRi&Zy
z_4O}2?^&{RshX3MSXWmU#UAlMQc_YGoln|R{NMX`G&;MGcJ+q$UzhEZPy47Cx#7$+
zyO{P3ii&)dm6gEd!371<lr47i#MhMg<vctQ=q#0wA1}hKW*Lu@a#*w{UNQ3AV&<e>
zu^XF~mASL4<sW$2Sa)68`L2vglAf|Mb@uF8QoJu*SiY2d%M!>P#u-8}+N2#3#tcSz
z;n}{vri>LR4%ki1Pxo!wwr!iT=%qw(lsE6*<&1m$v+r5R;wnwsbc_0W%1JJaq2%~a
zQFaD8puNUA#ufJ#QGqIFaDAO<Sz6lKDz2^@Jv}{b_wBnAd7%@R0KGy;Mut;BK%fQU
zOX!&ISbrefnmyE7vlQGzTI$n0&<_e_TcaX+sq^-E#q_K<|2DV#NkH7=gKfbfAxkVD
zdNXZxYgfZNV9|CC4cTO7YYB@Lm7(vnw6<Q^`?|fIkC|Ul++%MiQ=e>g%f0r|xaepa
zUS3}Et0?0AyJrh7j6FCykh}jm=i&C!m0<LMBv-c|5%oNBB!gFmGBY=)q4<>iBhWt?
zd(QJKX*`MI4R6}Ib?cK00;*`eA>Y0oo|u?et)Nh5Mi!+*br2IiHnuC9Mks2mL+`7b
zA)%o=R8$tM`0x(|N?MeI&p{A>Ff%`v?*fQm64Id*h3>jBZyJbdqE~4yw5Y@Xp~|x`
zmB>|FIXS~N*0r~nSGhEXiRrw&vjK7rTDQ-S&-A`PT=qAgKGj;vE6ZM9UQSV9&3JB|
zkgA%smM&YijNrYJBfS9&)uE_uv?-4OIk-}+i*>Pxi8}!0hhx`$_Wp)sMqyU^Lbr~M
znbkBDfR=`~HUk#U>KJY5O<5fOlwN(S=GAPR5PHsnxT2?oN;@~B5z!?#Tix5YGqeY=
z6{_!|MJDM(!1b3~MU5jbU1ED2xhj~RP1F|m$NlJ0b-Xk>Q!pN-!|<m{C@wXLs=@A^
zRdiRcU9-nV1Ml((WaC`9a%J(Ux$@!d8#gX{mtzwg7q{};w{NRiLrJ~OG|O86)y3W2
z{m}}WlQhoG&Pz#$ktr)Hi@tbq0UO&TgDGhg)*{!Bxh`!oqu<^eY8}=RW-ai<(+Zn=
z^lz2#Ph1q2+t*QXs$l%}t5=UfN_FvbL=aKc*FU;&@nQ#5s;deoWG-I3hz5Da_2UD(
zrxye$292hg$B(O?KW7BgxVq&KYY@|_pjZhTlhhd-|KD_gCRM%W`3Gnyh<?jiSr<?f
z-|}By0Br|f=>(1>Th4#->l!XDuFEZVQRM>z)l2+N`1q`rm$x*lNV)*=5tXE=>+kj>
zDCm?*82$s&SbAT_JAm&x0>C7XzkK$L;K$kNpSoACUQGZhBhV+tVW*Cc_>mKyp7$&|
zP(WQC8l(jPv9!NiL;CRPv&BcfymEa;x>!?&4a8y`8}88Kl@09WIJSQWz)?=ryZmqt
zR3R)fVcmnW+{lZQTco7cc}(Gc3-G)f=&?CDq8@nujFU<Ik%VVI6AjY9QNw52L|y_@
zZX8i)a)Cg^{Mvlx@}*0+2bcf3;f<1Z`e%WL_^9E|V15(d4is3su9{G%{e<*0D@_yC
z#`Hm1U1q!o`cq9!O==889_TpB!B-9)Iu!Fg-pN`+BdAa{LA#-G`}5bYgDp4We^2oH
zTN*@THsa>B3FvYB#YLZh&4T02uit3yyh7SkXVl{5+}sRcQ)sCP22*=(Y-7Pjt%l$h
zji&=n#DqUSY05CI&#_UulalgIuhHmAK)}NLAhV68Dk^6SRUsPu_2t{`5m4)lodQu*
z(xXc)q&DVxZ>ge{K57NgdZ<Sz3_x$ws%EPalj<JE-MVojVx!dqib999ILxkz{(%bW
zb@b?S%jpt<Bi`PRb1G&n`n@5X_4PM@SE5TcSSO$C1{n0!Inv2y_l^9^m)XJWt01_#
zy1F*Go)3He>J{g$@$dMkY0j_oK34rSnHz>amvjEbAMD#8BPt#SoINjEiEAh;pMKnW
z6A*v=`^Rv=ZtXSV7WW<XJ0F0q0gD)|XA7^bIyvRmzuO~JZNZu~Yg~f$#q!LiAK$t@
zseP$e2M|S^bH!BAu4@NvZ6C!SQK<RzhWz;b)@5hrAG8+J&_&LXx4KGDl31V&p1yhW
z=Hu3ac~$Jd0jJE}f8Rgwf}jBUaKZHa7H@Nur=<zD{r>_vK|!%7`tS+}wx7VSu-Mmu
zu9g`L^z`%)*{b%-bQvVxd-v{zHC5mbDAbFo3DB`EtG4`8vRL$K>sP<aZ7FbG@hV=4
znJPa1^RAxgrDqgX<~t@P6J`%e`1JYnYV>`9Xf16QxpnL4p_-^azp`QEQzdQUNno><
zVh<reh;z^wRm5Vt@JP2E?Pve-;|Eaq0*Kq1`HTNW;%be`Tb>5gqS@u0_~lw~57ilT
ziy_`d*Uadc>{?x2UGNHiVkV%kp2^G<Cvwo6gdJC9T(}o4<1tJ2{<r6av@c}x)J{e3
zPBlt5utDdn9S;o)JFA_n0vqG`;Wo56u^4R^FFFbhryD95lsP_V#i6C8@(@qDTk;%q
zOpMM12QNPG>P8wA=w#rrM1X)d_4Sny*;rUv&!SQ{YIne5X(>H^Bx}@|1yWe<{rlqM
zLj^K~2B1%6kNN*|QT-Vxm<f|ZPosrEagS$>t>EK}I@aO0qPe*lV&gXNZ)SP2v$M1K
zvy+6In_GcwU=Nsp!TQ(Fo}DQv*{&uSEh+sTYVa@+O?p#Xp2K1_LH)ct*D5NMNIy$-
zh{NIpcnu5)2;iPtdF9H&5<DqfrIC=INiC!{DX%^~yUMAKQ**ooT>`l-Wn!u?blH3O
z{k`OdL6gtE=Jy?0zPyfSPBt)qdHWv>@4FfN>?owumE6)!M$R(;$w{ig%O<{DcdN_n
z9UP4O{CQvJST(Z}dxnFvbNHuEwgvZYYo5neGt0^}&9QcRdznTVy1`)=m%uw30&zM)
zkX){u;6bM%%@{s}t&59QhLS2pmMRdhQ^D&7sKA|5Llv5~wh4OPgRRnL78dpZ(ZzmK
zGKzE4N5su?DVtL>N0VE#pN@5Pcb^*_^_qrUV63?4?>&;Vl^z&-O_`#I5gdUpFXCud
zty%@>4mxT)c-J5J@^KU|BfbYpURhh4T(eK*(8-f0bM0#xmhvl>zVOAy1PoxczI*p>
zZU4mY-*#Bi0H-SEa0}3#8vDn-e_RF2#b>lHT91>HGYD%pgLm&AS!s!`?(0nsm!9oY
zIh*9xQSNkmyY(-u-K3)f%@?$U-BGZx9hwT=J`}V3fl#>x1-17Ny}b|}Eik$nC9(A6
zZv!s<dk{pa+LQp+P&Kj@gP8f32?+^pla=kl#&h!HRr2RSKL<iSoszP~d#If-r4<s^
zmyehBY{y<B;52LR)<p5utEs((htHrn5~B-Zst)S6W)x4FQ5#2zwU?Kdq~n{_pbQmt
zPn7>g*`uNm*!lw@opghHw^W=`a{W+z2AUdwdwY9GRMa90>Ou9(mrQGPZ`EY&Es{Lc
zAPfM&2Q9VUkq1H+lmYTV8`BJ<uU)gqjQT?W0>>Efz*w;QA=qX#4YU@lhp<eVOM)#g
z2gLD5kCdTJ3j)6=SEe!&Qa#jO_M!zU$(e`8h89rE_!T3t<VO4IZ=022p><u-RjmB>
zKHp=Yd4tX^`IW%N>|GR<XBL5r>H=OOdb<DY?}I1D-yc*_f_fSh8X79uun+Vg`Eh~Q
zSAz&X1xWZG9wqEJC+YfOoBWCKrOG=t9RO0`k~z%f59NovZv3g)<8e>S^-&|;j~rQF
z)DFqP?!bY&(TX<jATi*!HEOl}ee=|qA_+qoeD8N+>$uwBx}x^B18xp`D_orRZ+`Vs
zxiLT0^ViMc@r4rwKi3yoo0B^NmI54Zws$Wrh1Gfvw3QxY#;m}J<M83bjjq>TUzMUw
z(T#r$ceWlHqtlqp)3&x%LK+dLA#2&&+vmD>ssLDj!oxzD($846eEDf8juVrU(Ek>m
zTg0UD_U`VcezFCiGT7PKacy<w*|%vW_yirK3fxaxJT!n`!fe{h<gj?2N9YPhKWb=T
zRj#~j0Vz|Yd2fZk!t~6HlneCjM^L`pzcz?u+EiF`)#`hBg_o5nm}HurS!a0Hc4~YO
z3mw**6v|YZAA8Tx(D^)vCkrT(EQ>($U{H~U$HyO|A$5NH7J+?1L*2M}lRQMIs`oy4
zKmR%0soLqg?qwk33gTDXkUxH}bta~!wUrwZIU4iw@HqZ|_<<NB8>d_Di&7o=XTAom
z3hNJzTyJ>odCS<b<3;HUv09Tx@P$OZwVytJzGGrtd_kImD4%Ijz_6H^PtCx9733uv
zfUACteHKP6<B*l5<(qQ96Zc&|a^s%B@G{I8_&=$b%Xohi<C;A;C_PEv>c6PiMx8R@
zOV5Z;bm-eQNNnfr86AEBN4t!C%|H0seyqQV_^Xg}F2u*52Ngo0GoC!yiZ|;lGZG67
z4W+*&zpmK(dwW?pZcRp$ghb_*{dMf$+KO~1EVmgq4Se?8zI5qQZI@nPJ}z0WwVV>x
z5wOouP>t;z9hZQ~+_=F5sMD;)|L<a?!`+cgyTyJ*<4RBS=C=}xR#9=~=7Hle{W~+*
z_v)h*lg?J){4OkV-&)J3zHn_??(JuU!XTbmMwr9rFJDX^&NbY3YGOdC1H<so3kXD8
z3R=4IEH*6B5g8>bvX2e5x8&N<0`#xG^ejMM@cZ}gEhR_RV0B)&a6vDTu1LBE%a?1@
zz9o0}+zg9ZZ(8-@#ZsVh)cMtT2J3I;zJVq_CC(ZOSe(Jrac}?gx*KQHFTg#yrF6==
zt1vZn?dZTeW+FKxsfVZY>^ctLZc&<1-M)X)BKmZab|Z^^I`^9Pe7$BJFPJV`^5B6=
zqTVN{xiICAg&q|Y5+cnIJ7WO_hw}T!hrxt6KJL=i(ILXawXJT}UE`3_3HAT^<>mS-
zj_Vq+#ldh6ca&S11=CV+rXv6;Aw2I8i*Y(^v7T~lE8Kt=ZsMdl9}&UsZ}KkN>YPDZ
z4fsvKp@?OC@~O>1P^MK9Q@zDsy?O;CblKuP;PUeiPZ}Bwu1=<lgP%GHNilpZ_gm#R
zH694jM&s@+vFF$;pZfbPZu|YCCrGmst*RIHphx#(V&0QmZfRu&3U?MPCK12QCGR5%
z!QBJ$t7Wk}4O$ohW1!`hodN0^8jHSnR7jkRg7`Bw@D4R>5pey!efw;`HY9Ux_Y}^|
z%v{dKc8+)-F0J>^#KxM2y7-<rAtWL~Cn_qMJnro17(xggz*OJ+{FDnV*y&C^Ip+;h
zqd=PNQAr44MZ5Iqs-frE?zs>t1Ud@cZ4q?VmO__R?S8+kfbQ%8_nll?+S<_5Xu&3c
zDtMuL7$tu#64kvG0TOTDUV0pAPz^2<m}^0Tt+2*XXm55P&+z)T>+If5!!Epha(s|c
zLPFxjHEBl3TMH;y|Ll7m?ucVqheSqlC|3BFv4_Ef%KLiv9|p_KoxNb!n2Ni*q^Qo-
z)9>>SR=<D05>&ey&m{1AbvWk+m6Sa<KS7*jW@d({VTYT{;W`JE`b<Vf#_*PD6hAzd
zFo}w3R7a*kB9N8+YCi|!zJQjt^UIeYyp_R<YKZl@xw)s+1lQ%e;g!IQ7za$*J&zsJ
z^!0s^yS(r&82D23=E}*jf%<GKxo;mz*iiOW=8#Kx1PNfI$<(Iv=CSrlLa{Tg%Pg`Y
z`4oI@>n^Y3+I(OsEX6SFT9b90ix)5Ek@Z@Fp1uR6cLZ3Y3sI28r#)A!lsF$A&M14d
z|Bj68=QoL}TCgjDz}^71b{c!}Mxq2l8HG0%)9QWv9U~<yB0}tztJ^&63!={beZ%^8
z3y=ht%i<lzu~)Ay*}Hcy^#~#=k{qdp3eXjQ|Ni}^scA!D<bBOFBf$+Dm?&F&dqJHt
zHRAH3@Glb<7B+gAb!m;R{r3+g#YYEB0#7}L&&wrczYy7r!046AJ+I%F9{))^*m-Te
zxwGQ+wKcKNJ-)nHNj(BcFS(_qQ27^41MYJ7^jtvURTH3rT1181Pwe|eZ@pOU4*mE~
zT_?GP>8BSvFM6k~RLa+1-ui%(vSuFJu|GTb+N9h?Llu^26PJ#1UeMnl6ftbuJlBu1
zh+J3+xxhN%!mC4)V)Z|Br5EVMtk^x#;$D)N_=XKq&dr%l1^<ZFqoSP-9~(c_K6z5z
z(o)=Ldh%pxp=zciKYzTzc?Wpat;=$>5pN;IrgUb!jd)wc(-zrv#W8axZu3EtZ4k>4
zrKpB;k@0Z|Af_J6%Be^dmHVhB`Vx_NQQWIwim-+*L<c6@6NJyQOA)mGs<bmF<Rp4@
zZ)_q5+*c6OwRz<zJB2Q75RMn9s;VMf!VbJ|yjN*H>Xn+<wS>`W81V@Yw6#q|?^Y09
z%5tNG$Mv{4^9`D}S6-KKsY3SWKJOwR9sLr#QczC$Bm?TuV?2a<ct2{InuH>OvvAFh
z<(#rZXh~%T$pJ#9u#CC3xvvJc4kx0(z`GnxGczs-m3Dyg%}+i*yOf6%)P3i7%lJ=C
zOA+yfguV{Gx={&Cvn^7XFi>en6u5IK85!X+F0GDoOCxjh^6I^pkap&l2^jz~Yvq5W
zy{hqyq>z#58yKLah%<^ebwJ@TgUhUUYIgcJ39jWHdMgUnpuCouiK!MY*_#wy{^_Ap
zbBNH<P$!2g7jtcKTz*$KJ_>@syQ=7UXW-D{zm1Rd(=0+7?7K`TWnfXL<)P?V-5|~s
z1=kJ&b|rKLC_8}`Gq9-_JbwHbXg${Ax6<qgGxZ1=sla`7dXgJbK_~$_4Rh{pp4S-C
z#s79r(sv@nrCix(onU)28#)skF*1$Bj5F3lbIw1g3(ZVWKw!t(*k}8y3g4lM(ohgV
zo%;U>ME9exqUXPiRiTWK^aZZ1y0(^1c}LX(<uvC#gfW0|1GNW%_ifs|8P;yZvG(JO
zq3Mb=OSHPGi-?L|DN)$I-P}ha_W3R=iO7%;ZqC{A6qQoW)YLjlX6d7Ypn>y<!blw#
zK;nClsfSUX=${b<Zvh1iZQ13I4&gK=wznb)d~dzwRz&^)7-F2_LsGZ3JEb#|&%aAy
z#5Z-oX~=@|QE2pwDd9u%#6n2Q{jZoolGy(gvzq^WP0l*b`Zqs!cAkM3V~^I{x-7YU
zJJumV%*Dmquo7wE^wfZ(BTX01Jw&Mf=7X=uH=Ijz!nAhpR!7$&Rt0v<JBx~vk`mOB
zszlY`;i8I}tma8Pn55R*Mq(^L&!=VvY=+0ii0{)_xFYKES{F4n3yW(OWp&LtsY%ZJ
zE(>qpzS8P}7Y&7byBLwZRHG?1wOY$*^EMVeI>aP%y=A+`^m?0G3#eh=)Wu>)6fSQa
zb2Ns}cC;Z{NHZXi(ODH)G9bBNWW)sUYEbrSbM2}d`zNNR9N>C5?YFkJCMHI}Ye;#N
z`$(5M#D(2!i7Eh(1K=kJX)W^h(2E|)4V9jQPH3H4go3McQ<ejr1bH>n0Xb1ovYUJO
zo?`<_fnJ`3nu6#L3&@mZ9KSjd4K80Lih)y}x=6vHp1K%d%hU^*6EJ=94!q>Pp>&E*
zH(oIi2%i{;x{AN=7z|=7vP1AOTu%fz)KZE<k%Glii8Ai~{loT19!9)r6EEabkg^(F
ztR!R(yp^)J34f_|`!%+l91j7kaI~VD+S(n7dhC0jB$Y}_X&c5Z3`k5AfIzXnNf9rh
zJME_%=(9mjAB)AQzm*VE;mw=#Ee0hvZ)PJ2J}C1V5nTFC3Xo2qJ~PITjg5sj<rNgD
zySwLFRCR$YO3KJQ1_Tcv7F{Q9gVR({P*7EKGv}r_oeg#Zm!5s<?KS=G0USh-;_#0j
zXA26BmW)Yf9eR7Wp#9(>2xh~$8{N3sD(}&BZ4Vs^1=Om<E3DXP`3Q-cgxj~zfi9b-
z&p@*1L^ZEEXk|5KlLB?Vnh?~faTgT6Y~RK6^<ATWU+q;Xhg@K0gB8!<6>99;CycGx
z#Ml4y#S1n3g@=cyvH7a|v124LLeg#!m{SW(C$_#E=utZwI5T~z$5b%OH}^npp(^AW
zu@&!-5_wi#t?FWt2oiubzgR{_2L23$?e+UM#pNpe&(7k^e>jVAW8i&u`}d2K0$hbR
zjr{ysjW<U$GVoqPLV`VgFm#Lm)ki#V7>p^BTY3RCI@q>CFj_0?W>Wdg_+G-Lusnc$
zTOJ<EX&nc;t3riB$_yW!sCY>J1o)G*Ac~2~yrXM}U<<`?H$Y4_GFD5t3RPS3<b*rX
zYwGJ+NH}v~05S-ykN`w)5DXy7VTf9ildc_n^mS+l86r^&7AzoM6<X76cx+@hLlgD*
z{4`p-C<j2!dqZita&lVQI^Xecp$HwB4r~MBN&UX|#v&(3oIZ0izw)5puwLR&uI$(W
z9~S2BrreXiJquhw|1|-nNf5N)2kZ$Ns(hl05k!fhM`?CK2+SI~WC+Ahr-{^g6xF{B
z$s+5kihi;itxH4jW>^=i$UAfn4sKW)2_Gd063L!h@}VU4&~Rrbsj=CXB}w($@M1t8
zgeb#^5|oxMFyn=zh7!hTC<XK(BrjjuA{g<1>7+i7$U>PRK@RHEaA!4=QyPHHVNG(r
zqiYp^e`b4eOJNlpAlADV#3E>^8hfci*N<U{O_F*v@w+#E1TjSV8RGt-)|21%^xTB{
zYv^PNH?<Z!4YY)bP$zsoHjQi8*>?XIQcA{_q&2{ikV74t(m9Cv1u?_^=mY38iHAzb
zL-98&JiL;KTrk?VZQo9EA!hgXg|-d=bEwP^wn8wosf{1<6cR)sB&CyN)(I&Y@IUVB
z+Xa<U4Fwlqn3#BkI}wHF#fulPy9!$sY>9Z7Wbt@iV!LfxrGO77E3|}jMIAwdMQu%W
ztataQdK(#)OkMjuRedt)6o-)ba(@2v5Ik$1JYjsx^Ah__X=aoS-fEsxlUPejOX|lh
z@&B654B<;mVvCBlqEOKQuEVCW1<*!}sS?IkxPtkL|1Q{w$yi-95>p2cSq^y-cNHK#
z5sE7OWjsIyQ0z~iK2Z=<!C+&z%^2xpe?fG^mT5$>63c7Hje*O19tDhsB69(FK6XHT
zRcoV?Y;Fw>4(37Z)QQ_fhld-iCb$F7OMo?0d+_#Jgz_VJ<v6Kae2&8(A8<g^JA*6t
z{{Dgf;K74Pk3pN0U5-Uk1$6)1rAVH*#>Xr&8CPsXu93F(?iVp#sMo~7!_PxfcL22n
z`Q8fJC=!8uJFG|flM}hxBW%E!?}=Xw=GuwiY%Odgl9`9AnFJ#cN*f7J02XhK9RCex
zfueiser5bu7#fkR_qQbppN7hEb0x*i?=6Jjt^t`D<UI;>&H?>j<ki%}BfWbNLnXPR
zYHURWV<HfAb3lJ{{P>_i<2-C}tgLLisxGFxFP<vTc0cK9HoWX^Xfg5)@`&-Qbfn%<
z65mH~bkCkWf5%HCLNpT}A!p-0{Ama1lEBujD@g8S)24LqxxoJ~3X*c=bZwxa#It?(
z?BCKEA%Hk7ptDsk75o`;O!)9`bP=;MUuhuybNBCWLC{o4PHvUCxp~ZN9BgQ7ABh-k
zJA3=HP-H3Uf0U4J=+{Y$#y$ra*K?91&kuw!56OB0Rz7sEtwUzW%q$;mjkFA6RU;%J
zC@G0c0OyA;pj|*xf632b{eYJYzuelfMCg#Qm~oyj;E8f&Nb}rO#auONKw?UY>ENuY
zipp|>GmHJhoFD`O%m<JlMQS<1T_jw2UTL<Nfn^?QH@P7qQ3;s)ChL*mL0J)<*xL>V
zOcMQSA3rt@%Sw%iSPD}A3I1%Y#wM=0rrCcZ2<B!d>`;B2j?6h(WSC?Tvw7;*(28AV
zm<e%!<xIjP$g4owzi{i8b!H^`*Z&eZfRwP;;mODYkYZc>@>SWRVkX&^^aw=}1cVsf
z)0Z!^ysEm!uG8WJYbW2U8`-e8F!RN_R0eZ1vrn)9L|nte!c;2!XNVpSk1(|^kKG9_
zG2$NXbF+R0KkzV{(gL5t8S2jmgSLm3fg&0Na|-%wec6d)gdBbO@<mcgsuDd0+IblI
zK_|(-d3|LiVFbL31B660v!-#od09w*B|>`V;&d}7y>{p5vKU{290a*@`13QiQ51(7
zSp?Y$pc@u3N;4u(oX^x?k+XO<LfX*UNuEl?m3hgMc?I09z0_cZ!?*t}+#r+1L6NvO
zUezi5G`b*zQU-v{jx-~CNGMfn&tlc27r+=y&|90%8=jxP8L`r26K`DfreAsY@3Y@6
z7Yj%CZPkiUDRS%3zz!#Y*yyyB(`WBkAk3V1R2!9o4oTI>QIL*N(E$k3XoU-q-X+kL
z3}HYls{1&E5{E=MF~KRMo*>Wh0*s{whRhppsba-_GEK*^bBWeXgdQQysMT;5NZz}@
zDI>68F^Q!j`NvEk9JbpTK)-Gey1SWTml6F3kz@=Peq3AIiMOdzse_<I2C9I21F%3o
zktiz^SfmMPk>F!(8yz1f2@up76Q>G*%f9BURfIkR_%ehtg{mc)WQVR>%JA~0+zNP-
z6A17lz7`1})CE_tDm4%rWHp9ZKu}Z<9~LJ@Gq_A@0g2^e1Kf~1whRzF>&Jafs3-()
zOS-koe|UI|8P~#o*L>}by2Nz2Y3_iT1^S%W+-G455e$MlO2$NBRIwNs7>G5E<HA|c
zQOIY2(nGStuz&&zWEn8-W90i_9lD^{Ml@qQQ*{tZT$fSeK01mFAwa4k(VXT?^K(ed
zG`ZjTLkW4o*vm-JiX>K$L?gxzc#Qj4zj4d^_cRnq?qCg6BKU!kDH5;2e--;M3;ApT
zo^t1*30!1lQxgYLAR?5qrsiT|$iTK<3@d%%qD58knZPBIHwJBB4JC=oP&I=C9e61%
zUELMUIcq;-v<)7hoxtJUE78#l55GSP&5-0ZiT;d^95^fI)pwfQYcl&qh|;OqpYbTB
z1s1E27kzYjouTA`7hFUw!KcnL5Qh=6&8u%YiH*QR>TYwZsO^nEwT$Z7xXGGt#flX$
zQFgj`Jq2^T0NoW8GZDL}Dx*)9n}l!Y^M~sT2C>0NBL(Wku*a4cFJF4VFe&&NPY@t*
zu04QJlk76w?*$OSq)v=~6Pxo($jLbm$Ra2sV^STB56!|7EgEVhl4W4}da$jC8GkSK
z9^@uz?++g=L3XM;Ix5UQLR2F9ZE_*UiWQ4boS0(x<u}x>fC99H<W|5d$UF&gW*{9l
z`P-KY!vurr$T8{d<z>{yhlPkCufG0%&NdCgf1|HlSwx`(vD~#5v_-pw-m@4}Wa%H9
zu|uRVI*8<7MwL=G*k=Tn)PlUcJV}s?y7ebsVGi)zGG1ANZIb^F4G$JYYEMY2pig^0
z|E>JVby#HBoz&?+NfDLjEYULTGm4c1r_-zbXLq^;EBE;19&pbZt#(fI|1_o?=rk}d
z8Z4gYfkRIhl?2to2N;G`ggih3o`4VXg(Xw4Yh$inML1_?;8Y~aF+oeQ&!v1v9pSHa
zgZvS~k(87~V4pS*UHx@Ch^BoXN;cyO5uyb<iliU851l~P3aW{Qfx*RL#{2SsVpZ5N
zO&2+0Vy<6j#4<QJ`8CDZ^*?0NxBp|*tLJ++;&z9%Z`EBxOCeDMWT`8kJXuT;GBG;T
z!4ErIT5;mjyxVEvr`H2mA6qg3ym?u&z{si>9ygE*YtaVF;@lT0zX#I$`W#7|3nb;-
z&6~WC6|E9a<#R}berq?`6uDXzOkLIzHbX?EpbgQGq#x_p8HlYaC-<;XcC5!u0c&o4
z=19j3?_SY7Rf-4%WIBjj>x9>zKD#Owy(bug6-iM`+9lEfm{-}iCc9v$Y_OHC#L~J;
zhA{9bjm>}c^*@o}^n)8Mi%&z#6NK^ubtSo(EmZC4>(@E8PYKitNlhndEHS(ji7JKE
z+C!R3LRb{+JbQRHka2VwkVs1*I690KL2>cS29JNGsrXBm48I*HG)PnH+$4hL+c2|r
zAtLBm76oGYdtBxYhmD)YmBZk*?)2W7pYHpr4uRnd*RP**juk}G%GS=2X7h~cvlRLL
zd|eG)VvSdB=J77|VhVUIam2bSZ`z||>T8JCn+G1w1^1LT&#7rxYXIwO>Dcbyhu$^U
z<G0qhXD%W$BGXn-ibe7H&mOI(sV%J{S*wbIqO>$8Zd|(=*7&W_e(cB39~WlD>8RnU
zrd^UUjtd`Z^y|KVobp6yul}TANubWy?)t{zrmBAJm<7LV9viK--s`ZJtH1o(TP209
zywA*^?f<5)ypV<GdTNf_kF^6V4W4i7KANVl35;yi$P$;?!1=rGhg+*Tw?$H@KU?RK
zY{3=G4g8lM@>AQcwy5fgvnVP(KOU6wBc<ni%9`eL=R#F?oGK}i^iK;vSa)z@reCD5
z|7%Q%8{1AcGj8+rn2#qsa#Thvc4gUR{_3BbdNHjdykFSZ(dNnHD5n9#<fn$i^1a7P
zrdIZIS2dgYU3;+jEAxenwKGA^i4P{_l7>63MXBYyNcoWF`s~>=Xtc)Ta2=|#t|1Xp
z416D;F-2dwP1c%V5=I2NB#_rMnfh>NCmT{HbZnwJsc&YXwo`gtRVC0OkxW#^iqC!I
zs&4Gn?njZtzrB5<+pT}%Y+7cLSNpF-MEr1LF#MR5cH|0dRHT7I_<9q})jFAG+3yIb
zXWcR$vD$SxJb10|LqnrZzn{@T51m9FpDL^S#d^pm&BWeZ`(@X~=tX1K$2k<5bv~F*
zWt#SvKX9b!JzI2)M%ntC*>$5_-A^kUhIO*;B#nF#;5(iZV|>`gIL{|?);C7tc1t-Y
zM=LYMC&bjh_1=2lOwXD`$9~JAs;MvOwF67pDA7l}lwM5!(2+Yk6!i7#ePXn#2Ik~U
zygIy6*Qk%KFLg7?J7PE@<#}}MSWU($=M-z6(;ngX*uEKUmG`so-;|e)Xc-HFQp9;B
z5VAdL%b!r%QG1ug2`)tN`hOo;&C!#Su;KiW>rBR8+ji^dz)Fq2bt^lsB{bC^lW}ie
z(h8^Fi|1P-n64`xzY9UXG8!_kO%zoyKpm5LL@B-6ZF)&KxKf5+VNuZ&h+ZTrMDp~o
z#;VYmQ<D2oweO{9?t}sWu18U5w(0}T{f082!>WmT%BH3(AP|U1@36oX1g4BeMn(#7
zR*aNX%j&-E)k!wkac7~Ikt}stD_UMt`?+`vS6hO4^tvlQE|(Pl9z77)df2&{Gw4Ci
ztuo!1lrB5EyCd~%1C_N&Wfta^7Cg5ODy`pt-t-02i~5Ed>#T3TQYuvS&m0Qo(c!Um
z8txZ0G_e-_E?;5z-Jg0>nMCVVlQYY>>y?g%=a=}}{&mI}o8u4;+pWW0Y1XjBEv`J-
zr1$&JhfgyfjhdP?e9661Zt+ti&ES)7-55jdz`p)WnZY;VH+n<-R_^`oZy(LYd;LLr
zOl^u%<{S21yGO4lG&#SW_@G^8o_Hwu8~6Llq^F~%?|;7!@%4WAVTSs|`}5f9`uY`$
zO3_L??0tV5`h6YXO1ODkjyf%<#E&q8&mEtIA2l8<53ig3)!g`owJ@?#Q+Rgrv*~4}
zO|*_5i<!6wDtud3Z`jK8%SJ60JH1$D@Q#d#k%5LF-@zEAS_7e-Lfd3K4AxI|o3nrZ
zEs~>eWMnnNn`pFlWY6Ks?Qd4>dXo{bZd2O#<9_>G{p`Vki`soNro;X~x17=u`tSzg
zsuPO`ISI6WlkYEQtD-pqg*I5n0tjHd<!i~&z5herv2>mF*3eq}Ti1Q>J|NFjp!+Lh
zh%wz(*`MkRTSiVXW@p{d&g|eBOm93-$I}_%YTRCwK56V=Bj=Ub;LqtEu#3J2W0|mj
zXsBXl9<y)9_H~vUOD{KmXnueuf$4#fM@RaT0sTn7y_YB0HpbKOjChOuihkasC3}Qf
z*<o~jPif3STaNQh3zXLv8{=o^PM$Dz=y)(JCkS0wH`XR_nO8!}o3w`Qw_8(ka%}vQ
zWz)f>ijU>kJ2(9yPBWDc@9fXbU3+y<ZvFa<4-W#JP1&>e>t9w$R7R2uUt$IRbS%<3
zUte24TK%hOi=Nneg>9EFX08@YXNEN9SwpwJpij)}J`YnFJxQh!v0!fUUB!J~hI#0A
zXgM2aGW6UUKsQL;fi>#pA3lDhQTDl5l#2N;q0O5OQ&oF@V%!jNZ2_-F89=ravC2^m
zNvs~T<!>M@TYM!>23lKoOt}~YKo00UK2RUBetks1iw9HVX2&O=$4XwP(6$s?YUH@j
z;799LHMOzO{+tT2mtHyrtCp0pAUqpJyLj2B?(<5If#*ol7IO<2D36`^Q=un2BlnoW
zqK@5m*>YoSH)aV`e0^o14q6>HssZ6}?~R(29{`vo6X%FokKmOUdeG%3y22$W3i7BO
z6OVee7fxglw<#}eo@8WZegf%*5pqw6njnvyccvLHv?ctx07_Vq#m%Z8(4^905N3Gv
z;R6pSHN<0z90fsemD3pJ*D+fafbfXDAJoT(Do-{Y|FJKETbcpeMtXd+_y&4UPz;Q?
zrD;rNl0b<)reSi6iX;j*;3mP60TQo5&k<{KRnLwk(=zY_t1cg=5}v*a7M^L!u}Y3&
zn7knq7{a~8>gL&Khehd=axa%RNkH&HLVcUh@M<DS`_D{PzI~hDk^wEaby>_jk`YVY
z@k$q5eIro@D0fW5CuR<7c;r}@k(4%hMs8(eoFpg$4p>!J$ADpo$55uCVV?syk`YX^
zDd0~ygUo*Vkl-|d<%o|-MzpaFp8#kR%Yd8&0EUuUdE3<tN@ZQnogIHoCqdhm#N?mB
zz;T2#wrw+;ux$A78frQSu||<=&KEi*D7u&=ANlq^gHHPd=0-pq(+5`}YX|=xj~*ry
zBN;jM_xJDNBVzU~`Qr;9o&qGt?zMSK2A2JkEiT5y1d{YQ!e<*jP9Uj6W;&5B)-JM&
z9so>TOk{D4{b??RbzUb=$Nu`BezCk;p+BG3*yx3Lo7t{Lti&@0mcz%Q#dOX0>`v;J
z^Pk=Zo<N&yK%^B+&fp{rvo^c=9iuNT{gj0h2I~_%a3bkXPY&czrx6HF%#@5nS|td2
z<_-*e!}cY~7g$(JvA)QV78n)${NsUBF7L8=iBf`76PQUn5tMv2XZQ%@DqGm?(w>=2
zO#_B1J)b|586mjKXCSj8uoJkDU2pjQH1>v_g99y6DMUI9=J!u^Kc%RsXqIPBhXkhe
z0R<TDh=kBf7{2X#YyDrNp?Y}%s_=*jv4=)WzaKd}GThplR|^#Z?G%HN;+thKm@nSn
zPDX0$d2*&81k_`+2l1k9a&iv%ZKpP{U$RIL*27?qJro8w`^zWews{DGJFJUXYkqGZ
z{pl`4l~6UoZ><H4nBfYJj%Fc|AB=$%lt=L^Ez{K0#FWINw{O`Ho6K%V4St6qWd@{L
zokDLXJ((kijl^wE(RMNY><a`|iST1CVqK~1+MktPF1k#&^{3h*SxFf;gXHp13`Otn
zY~VOvXU}|e`Jq+}c9PRfkl~Q`pXP!fjj>?IG>Q2dlFko&PXdQxG3kw_onCMrMJMn8
ziRDVBFo6rTcI~Rhh#w)5Tvs+3@3NB<@qk<a6~^rkLqV42!z0u{Os!~V>T+!MoAe^{
zo{;sPfWVVe8mimc_L_Z`hxmy!|F+{lgrOD%!h^A!o){_i><QE8Mu-t<>;OnlBx%;z
z*l2$gBWoBym&mjss{Qb=JDFC=vc_YFR=MV6XcQ9SmK#YD&A`wQ2Z1b3ux$*4v4nYN
z>jQ_0Mu6}b4Mk*T7~i3{eKGSF1|xJKOvT4&osy_bh}G&3J}-s72~U@7-f!(?s|f#|
zA8C%quCB)6JAlei{5Jl4JV$1CK}vztXc5q?D)#6Oh!*wm@ZgemVkeU^B&<!u9w-mi
zUp!2V)YKN@Q-sB6s;k?PlOpmDGS_rno8f5r6F^-(l*XgSF7F}U@b*l0oL%Iv-D*Z{
zKWZ5|%LHR@KS@2HuC7kz(})G-<yHJfj_fym)%w*b0ZCyc{xW>;UW;Ddo0DcGwDeXp
zFxBVrRa&9C6305CW?bs?Dy(807BaX_z`77pRJ6YO#Swewzs}cb4Bq{X>g7H;dWfVt
zV2!7l%mtQ~m0>`633mBv*wC;D0?wajh5%yrE!-2n?SGlHOKtJm2}=+wRRysTxIl|x
zZxAww<BaeKPV0!0A#T`V<f(Lx8mjLUW<@r9!CEc_lBBdRgX#l4gdb8WEky!hK&Dj?
z?*jFC)HRDpN`}lOZQ9QOxqMlu+F87VsxWIztEN7(_gpw{fFfs1V9;(oQ5#_<lROq0
zUR9$r{)yNUC*)vr*M~jFp)=$i%EL+^o;GnryuH1VHp}u>+Mjpt9@_ST%iDj`(KGN$
zd2Lv_nsxJ;ooY<FN&UK8f@rDLLhG4!kFHnLj!C_Tu}|pi7&4e|Dq7V<$nB~78U0%@
z<%93zyR~kYpT9k_{=Qpw>7=e1QZ4^j5rK^6v~=Mcv;TXF6?N;j(=VGogj*gCx5Huu
z^3X)pgTws>vpEG1F!6?xqzJ(YnL301%eENlsKWRlhArENhleRL6v0SLh)pL)>ovLM
zqF`s<ZmDWPCWREzfY(s4YoVTc^uFT7=@SB&H^&JMPjM*C=<EA_Q>M>0rWrA?v9Xcu
zPPt<?!Rz}6^DO`4^mmE;1g*EKw<;~&8qqG22{I|fGzbxsaal34LFsyFM#{GqATj_)
z<;~Vjr)#PxLEfm$)k#5VeM=aRdvjhRbHdvp{gGjiKPe>^mP1@aH_9r7gC1Ovsh9Y*
zzeUU7uuZkbMTWukQknjH#E~xqo+7dtn9jyhGWy;rI`x-{@Z$PbW+c&y{byt$pF%I#
zJ2<=RZMyM#NJ^hze%BU)eg0P~LHqD+*!E;<<WJO<%wT>pt`fxh1~BPEGmqqbGJu0C
zPGh7!0pj4clM|BguY=sme=nlaM}Ic{6LU53+tG}p9MY^7C*%B^N5F(lbtJ7mJ=HN6
zgwp{q<P@lO2?1CHeJy*gYG0h4rrTuLARv9Q>d_mjPSieRY}<YyR7-}DjE=$g>dhX4
z>GZ^#{-e^~9@P7@u+D9R$JI=Baf-9AUs&q3&;9)jm^?*$Ou%OmX%3BusDT?4xTZJe
z|0WZA)U}61u>_+@)VoTShazXd02QoWyLJhZf(~yjXq2I3LrqI7T;hXi*5Q2MPj2LG
zWe&Hj&dev?S%D1ZCo#yC{v6>;Xln-RA0mMgH-#O|U}zIl+tg(2BD_d1w@|ab_6>kl
z*q`Gq5+KjTgp?ls{rmWv*A10}5B2+6vK4-Cr`d{2H=7}Xb5y@RK;6~*_if40^lsGH
zC9pP7LZjd<qI0amPEF2ck%s+i5p`ky?xdf^n)(TghUEWsu1eCZk~w@jBV#?}auQ^@
z@7BQwOCt#5n@~0bP{JPJ*b=m<8oc8A8@XuCdaKrv!=vCBR3p-icfj}Nk7n@vtOcwf
zfRz#NH@@<}dj;@1v<Kf|P!EagYT(2-2zv?S!8vKHv*AzH<Ap0q9Q95lO|cTYkzLs4
z`FRNvUW}CE+q+C;m<ofMrBmM@;sm4`5>#ph`Xx{f>2WwDvX7oVP1Szuwi^Qs<a&|J
zAv3tROd<4WD!ojvEH-upr?}Z^0Iq6$C@M@u1aT~egw>&M!8;g=ZbnBZ7S7fVybG7#
z%s9DR=trHp&*<1`xY13roH(CCS-^yT=*STaH(f)<AIG~a1j_-a??mivfAhgV!~d!N
zwq%wBRyolu(J&#XvWkm~zX5q!x^mM(Di>#5{V#)|>SpfTYt2Hq{~im)L^A1_05*>S
z?lC_U2{+RI_m7@`3<7;u;tnifX8zk9fKXjfyoJPgNwU2;$L2ig-B9^~mN_SfFzhem
z`XPiQ9T_>rmE#rta<LQ(BqmAY|H~WzI<beXjL^Z(WCsrn(L(%}JTZQlNLj!JPskD@
zgTfD=`rvdK%QqMnCv6Z7JbT!mxB_ThU`^pSFR4^a{|Ik=Ad+JvAy%?r=d<(fBdz<t
zwf^)YiQCk2J<i=`I7z1|7jBBtROg?Wrt}kP7+N#-mrl=MWn;5*c4nkV0RrZ0Dg@RO
zLK%MW;6ZI+^!R_A3Z#9r{L}9Ho;}()ev1~RsmXPKsNXQLfS8Os<2~S*Bad(f@Y`<R
zBE69#clFj@h`kZ2p26Au{(0|&zm0p^R-=ib{4dXXJjpRr<n%aYj2Ad<7ffG*)4?>s
z6I+fwtd}d{rB**%!*BIb`nvm?m*GenA_`5d77(BT3wz_Kc85v5LU&j;p+7hNlmUiK
zxASGLv|K+kY>~?Eqo9}g-y*s=*g`7<Jvs`@xEjn5PNP|oD=z|?+0ljYts)?Q!+EE#
zP=0;{Ss!uBV!aLK`YV5A>S(Q2G5mS=>L!;>@w387TZ7V{dhQOpAwNi`GB0<ijd8MZ
z&PR4*ORlIJ8L@x+mR>mF<MI=y$>0Y<+c-B`hG68R*;B1)1wcGb;Q9p8hQk&~gewod
zDzZT7Uy*&%u<j>KU+3Frn=d>`ULVrOlq9xkSX^nV&51Mf`T~o7S#1EFv=7vC^cUZ_
zwt;ZSWIHy-;{1&lFEX#(u8)8vZU?y1x=d9Fhj5MlWaQK`RiRT&%fk^+g6RtCY@A`1
zQMs#M%7V-h`Z4HDJSpT+9se59OQ-)I<FZDJjI$RA?yo#yrK*s<TSd){eOK9msuQt~
zha9C?okGZ=k?2VF$XFrkmfl#7L(z!6fsu>h=MohdWNy^E{6`_OD!s0uc1J+_cgCvK
zg0x@Gh4#HnO39e(FS}SlyEC82|JaE37{(-b33d#Ixp0u!3)X>y2M%;$Q#?LP$7p--
zU@&20pc+gEjMn@?p0#e5)YQ1aB@$lvOCNmLqMQ=Zs;0(t-XN2;J>$p3Lb*fDYvNCy
zC1Vb_%ofaXk?A2M^i{<<Z-dN}lRhvpL#AoqlEZ7m%1<>C18X9OdZ97|1qKEdG6&Ar
z__{|p4=Z}n=bkUrZ@Qm5LPw9TZs??B1by>UMZ`U0EFuE9#fZH;Gxm<0@d8-t4k^a6
z{Nzf6TWY|tn)<bcSuqpOM#cnCiR+6!95$%`IRz=Ea{k5l9eipx{4S@_vg~Bvq3wK#
zl3v;Hilbf0H*TrnmWZ+2soxJF2r++r4D=0*d_M*_8<`k!z_=eP&Ne)goGgNn!(vRm
zx%_qFWK7NcD~BAhRxr;zc*jO#w_sAxI>XB%rMmvN0tzi60^7-<nh46g_2!y?UUvj;
z<OhVLUi;yBL_nW2BJC+huc{y-lOgT$_9Gd+wl%-^8~rtlEr!7$qcz8Ud~6Y+XkB*O
z8krg{(xXsdU)<Qv2Ai6gXj!8!@Swq7a4ZW40tpPecI}e)8BWlcdiLt%m{FdAO(3jD
zpzChTN2Jwb>b0L0uh3bxE&i1KpF>vkdq&!Xn|5M8p%RV3IjaH$jI^!X!a^M9R)q<H
zu%?k;zi@Di!3oG28BOcNE4;p5w19cP45l1%Nr*d96iK<J#QUe4xM6k#v$B}ZUe^rx
zQnubpoDii{{o7>H$U&*P;o@pA(^~W}r#r9H$rBA)#>)U>)V>Y;u0Bbf5h_%v&q&gI
zj@4*TR#IwnV7O+b7dxvEEvPt2Pa<Ia_L2T_mL_I(O|!nWYFH!lODTjL8I`&Rrm8B=
zDssxIK=|FO?+s1I$)CI9#=v(FuNE)$pXdy>KZ+PMM*A{Nyhr==arkFO3_=i$Bsj4j
zn3EW=7r6t$XGrkmzlTq=W|z_=K<psFq9(;%m;TaWkU~LP1F;qWuZ$1=$nRf3nj5@Q
zzSx^NQS;Smn>(k=&j?VqXp!4a&C0uCW~oOJaT7MoMDplYR<%7~xasMH<Q4hiz(KoB
zJ9BjDV=i4fxBbYMM>r-03=CDu_+eT+wiO;t6}|^G%-zFdom8A2Hx88|Z5&%dBL5Z+
zT0$-;AT}-SP@XJ=q!tW{e)cTU<78)Fh(tz#FETC~INT0XE5ett9f<(v^n?>w2~4^Q
zqS}iVL{l#$05s>cI!3+oLox-~ENLJ^%me0u<`oPAxddQ_1yl)llgu6>q`PE>%&<z>
zl(TDak@%PL$ht%v76)@O5Hd^k)2B<w`J(>Q#TGV*iUtF^VQlUbqWkF7riU7<2M|Xf
zbB~BqXVr9{8tI}V8OEORqeqV-{u&4)<jsc$2F?Rtp2n^fVC9fEKJ4Tah9rkQ=9-MZ
zlP>*?rI!Y<=Ff^q*C?76GyVlt<%XgkH#r&sClZ9=ox73Nfi<p<17<#9DhQJ|IQ=4{
z`AbWRssHaGeM`CHnIC+wEX$Ib&X>SBLfKY9YdoZSz7NRwaLvlx`6jHaP6R+4j6-fL
z8QZ`*@;PyWOdlZmN}^3r1V|DDhgf_<ZzrKqiz3%ZfODgVb1G2xAQh7f0P!MuKg6Ok
znmmpiIfn!tk<Ks-48H~mQXZ_{$X52<c=CUp$0G$WtfsDxZY3lsxg488^^YV@hIRk@
zTy7N*JdsA=wA&syU~+gS=<m^7Txfm8sZ-OxD&|P`mh3!%b%LDXdC-rDCV;bT(Eh3q
z#`^`K7~;41Fj2pm9P9R>?8FKxERt`X6M_xoY%vm)hhj>O-+|9BfF83P>j>xlb&?ri
z2z4QtImxov8IS}m3U}KiQ(jDr0TFegH?gc*wYTU0VeL)8a$eiL;kyzt)T$Js(mYBi
zq>z+Sn&&}jK!XMvrAaCcDye8vnlvYxC@Kviq|iW`XrQEtXi(qp%Cq-=_kQ1fyx%^)
z&+%Bt^Q`qO-S>Yuuk-v(=S+Hfx;YZ1LXuZ>OS?XqnpHX3-K<uiM#PH1LY7~XL=(-!
zwQ}l)>Hl84Xmojc`Jsynf!2%QfwH*jI>NCZX23iWyA;ta;w(LR@}wWb!QT|*xn#F*
z*sde>a7xrlMrC`sDUWlQ#i^;1n=Bvp>L=?u+?pbneBZuJlarGufGa7a*!)-N=$GXG
zkdE4lnnNTUjzhoZ$rCCBwZfCc1xXw61C$0HrP>CA_u<2bp$JnzqzTEWfrBTvEeg_a
zM1+#KC)`Q^zCTcVfB<5mScRGcb^}GV1(GvprEhLdfj<%FkDtF#DN*|6m!n}JHUyjp
z6hERN!X#w?FWt2w!Tl8tpd&=|@=0r4<UQ|(f+^wfaT9k`_Pc|jQ@?&S0z;*uK#x~T
zfG}Wxcw|Yk577l-?50ruH#8;H>G6i9=g*%IVghC?sD^Z<%wcri2){rL^xkyk7WZtY
z^}k5JS-aP<S1a!fntnWRdb68Q*%CiiA2m?=x8Sif;g&Du&oS7NkR8%BVCclKA?`78
zlDM45K9pXD>kFgT#MGb)n)*-pj1QdpsUb?3gu<WP7@$FLUdK9pj<t=bZ(05H^bmZr
z5;i6lh6*#WoAi7STm}~dQ)$if=f?^jIdR!hkS&CNg9T2{;EW7j$iTS;1QgRpg%<vd
z`)=&1eDHw40Hm;yV*hhAORuA&V<V=0MM%AX76DCdXX^TfcpF5kP~ATHBM90HN)2pI
zah}Ki<~qIUJV!Dx8d#rxe_t#Bi4(Wi!HYAZ$Q%rpcK^N&o;#TE{zen(W%}Mxh`xq8
z4)~R%EFdMSyAlGIVxvD(OvknF948jQfY*WAx{uYwZq~uVTW}T^i<npusVCyP?k*bQ
zO9rAxt7I4)jZ2Q|cQiYF>!HU)sb##I1j`s2wyA%BGh^e0PhJ$iDy_6ZrR-FQ!$?R(
zfcl|7I$f#D4RF*-8wvCNFJFS8&LWc@4liO(b#YZ0w}4cbSlFhfr-@ONgg62_z&(A6
z%Obg%Ew<0`NRa-8iaQ-y!MVr&vqw286qoXU_b9g;m_Q7IP#{`3T+Kwy5qK!JAdPDh
z1jzBt+qYq*t(ESMXFH3ijvYG&h`3ge5ebn5<HI|pq@<MH;@_1p1(`AVs8HyT+zi4v
z5T*_#5KLFBn!%U<2w~KXa0Cp?lCTGnYH6M0QOF3`jD#%`%|wyi^atqwrPqg+wqhJE
zFcE*hh9VpNRJCv5O8}tkJbNFcV&99BM8g{|XEJe7S3NUq;gQUjsu^EO)E!advUNv-
z){(Xizp^j2TGx`WGI-ilL#ChJ+#FCShG8HAN8M*Yam1p?Uzg_D3<VvSEA?cV!{~`r
z@|mG!!e?2d-V7rdkqSCi|8Wa%fHo@l-8&sbazCmcLsTX4zM)L(i?(WI<A=b`+gasZ
zSwz2z0_bkDkdV-7q{!(Aw|&{a73Eg}V9p2bKJ+lPuSd|W!mUMk7_gy~K4h5L+M^f<
zZV0t)`~<%OE@DpX3CQeTdc(mWB0>G)FQ`KSXK7%+^GBZkU2YUFG$Q1N@^SA_auY0G
zo6Ot%tV#B`iRja6x9ucj4(8}s+nd4J2a8)S#%8dH$Wx|SbdKOpB!aSk$4(^@ibw*t
z{@5Op93JJC-A~M2K-I;~YgdrFjz5OjU!kre_I|=wktP8$KZuqn+S=M@k;eg=uF$C#
zp3oy>Uw^|>W`dkc5&>IWd<3w{4Y3oUux=4P504B<r)s&Qx&@x(*v>mp$OAAsX<?!D
z-^f1~=L7>s$ncG0ay?{^ME8aKfExUPPIwq7vhZGByLpqGasA!yy|~c4B*D8q2xm2X
zCj^QjZ6;bV-2@-Ise$Lj)r}i>1@ABUm}u9Luw|ih<^O`|902vQZgTUwEjfJGIS<uN
zy~;}^k=kvV$oZACPj$tFp(f;0>JTriPPZvWGd`OQ5i{W;`h_rKF0(vu#E}ZMEjJi|
z4nfNR=mddjA&dp?CvmGT13DyU0v-%t%6`~VfPbpjKjS+)xbZ<n#Txax*FfiSKYmZW
z@Xxsm{izdNBP8Y=w@eNs47wU}B9B;ff)$2^@S0Lna$^@#7Lc!5JI4|T79FY<G0}hm
zAu^8vm?m2Wh;|yqP#&(Y7GG4WBBaH7{cO|s7{28`@!EHh8J|zjjx-sB1RzpH9F!I~
z5p+WvaI)gxsKw174~G}}(BBKwuc>Z-RCxO0Gg27QFtTi6*GdNb@Grx(k-*NKjGR|F
zS8Zh2do^)nmGfF>lM0t(_H$X7JwKu60FR@i%Wx?;yGK*SU_j58mqXKrbT$jH(LkFQ
zCEmcZ+=RFJa>uS*s%1d7HMl6mBucjN#`53~2b)Xr17!oplcxPew9zP*sd;(EXSdiy
zLI!7K#73#X+#BZ^;z!7D3`L}hxfv7E6DnWCX%wtkx(XXGVPF8Tt>M}2_i0#kv{gkZ
zhW7G1m;809(;qw!SU$aa7~j1q=~KkgLAzumgTb9l*^r-D|MkeoD!@Eh6G^34cltL(
z`<t`8I_>749INvpO4AVLX2?ocQ1C-#p$jV6s@X91zIYW%1Bt64cq;g8%!N1S=1D$m
z=~nYUnm^{{y({Un9q#?Vz=5>VwdH76u7n-z2_7nv4j1P8gGtloe~JuERscidGK|WL
zUS-*R^sfEuK#UU`srl0OHe2eh5!INO-!o}Qy*0n*&3XBE8ng5BAcY9Uj6-uUV#exU
zMcAjsy7m)DhogXvI1n9;fGNW7QCh$il&%Phjg956<P+9LUlwm?h{l;tTcynv#4!rE
z;JGg7Mn?zze*yp@L^37`lDa^=R=^uu4Cdid&DZ%ukZoguy&_vy`u>^I8QExNcLWGK
zdgj;>R6i~y=FDo(lv%lpmozT#1%7RN*Bz2={Bn&v%1k8RwXiRP=ph|Ch%*p3G^kRD
zQ+z_Quy3Da9IPD(gsStyqjC9!)99c81mAr4xQg7Zf%6way3kVFO0m5n;kUqbGRDM(
z6=J4s`44#WsOcV&*UA3E#`;j|A;C&2@a>_`UH<8kvgvedDabjf!TcQ%csfPqLfVZQ
zILrzsK0to$=O48h%})c~Q3<9xG#+@dFF|G9kJ1G{1uUB4$dqXtApvDD^kHb*2lmY$
znqV@b!#EGQf8$?&rFOp$d`pwCtud7&w)p15;2mvSvA6?l@zE}G>i}rX%8qz^7K&Bg
zB>aOyxnMzi^+z}|;2AZ$Qw8svXdL{vH8MKK*whUkH6z;w#o#F#Vk!y>KkN04n93pe
zCAbVD3rps`fd8T|&g5rAnu)mWJ3$Qd>BvC#7=QeW^pQ#X&QX&&1^}=VSZHM=ZDLFb
z(Qa|#I-eGFI5vfW5vwoOgj|0MK!GJycq&QJ$02!!I(2U|tbinb(b?JAoa@|Q7TwoY
z#(c5@o~=}rDsqi5aR9b}k^?>{;-Dw8S<ptLAIO>R-;1bmjBo3aONH>sz$pX=*Pv7`
zq4y*iAdi+7=UKj2f*>c@wJQqJh+sE&B*W<DuXa0`xYH`KtZU`sqwhYJ{Spq#20^|F
z42Gi;D=lVcNn1u)uAby)5JB*542d7s{hJO(kBJpx^4e_j$e}n=D8Mm+*$^$ugUU*~
z{Ay4a`q|0IvqiDh%Qq2@wSa$sM9#t2rk4YJOA>#NY2_L^iY%8_ZOyf}hZz}j7^~S_
z?>y7C-uaL17jQ%*X$J2IQ5BLN1S(OZTVx!^wI-CvzwYZ#`EXuQk}6PYld_y2%PUA?
z8$iO~lVC**`}m`2HPrwOdrwbV?W!*$dfye1w0IfMGAYT>yC24og3Q_u;YR3m42EWq
zG*wz<W_HamM@J57mGK-0K~FIc(~(v9AE&CQKULqk-1PRvl`3Vvh520I^GF^v9I+VD
zIRHwOuPUn|9NRM(o3*0?6nxyoe9PO;f!6#$pW1|T{Sw~QbO?$Fi;uyci#4om1hq09
zHDI6f&^qEK-LCLAAul$yHGn`_7}t=@!t=4-4(k!f!W~}09?#M3s&0msYpz^pfOJ}G
z9)!he*sXO$Mxkd12DJ*#+ln{mpd-<H@SV)T%*^R}r;!7XQvvT67+l>7-`or6uaQG2
zth98up^R#qdPe?Cbq*W>&j!!qKR8OVD*830Fd>off2!BU2eb!*Cc|Qe@ky_;UQV5o
z@t)J^;?jAKib)z~1k?8dbl6^M3J!1*Np2k$R?DSAhn-E;fJjzws)OaP#rz2JGy=uO
z`hJ+vB)Xn{Si|H2R_wHHxxHq5FU;z&Fm1toqlc8~96SxANyCw-0FM<>T_I*adnJ#f
z0Ui))qN_qi3T6)~VOjN5?cc1Qlq0IRxjmVKT}=5z>y<S(ONQj)7E2>YR6qXt8nPT_
zCsa>bDw@j&v8JodLPVl+W-UQ)Nb3#~srFeY;(?6co@fguYkG)!f;i()(R6KlVcpF0
z{@!_y2c{Pq3argL$op{;&v&ftZZ59Wmt#<Se1Vy2c@0d%(R2Sv92+}g+y&BZCE`_$
zj!i*{X9;`eZ^Y!2d<NiamT0VPU7<h|OnNN`>0Ui7bAn#&twIk{+0okL#?q0*Yh-Ma
z10{&0|G*+d(z|*t46`qM=3M&cjyNXjRg2?Giwsbcknpayxrp#^1p|Y)pvWX)<)~W>
zx~HGK+ssYFF5w_r;FgGXAAyzu*qMM9EVrA3<>swh+htOF5tsozk@dfLA2bACN2~Vh
zN1QI`mngcznw~cG=-{sMgPMXHU{BpqZVF{Y;K<)=+I<^zEFwTZeENX$P>%#Cz`4Yz
z2R}P0Q@F;i=ld%$DiEWvb$kA1LV#mBG2t159eOjl*+Bd<nc*TT$#yyc)D8?(ZY+eS
z=HUSy!#@i~G2Yu2>_B=Pt|t77|BzTT15vS=X(Z<%X6z{XL5(|5faa6LZg_|hqGQ^f
zfkgO48n}s(_;%d75^yo3L>WeA&};#iRe(_#3cG+mb+xr58eqKH{7Bj}pHh$fP7Qs_
zVPaAL-x58mm0ZmZShdtX3mPtr$a}qa3KMY%(90M@0T{c8B`ZB0oWb8SyDhV|G6e>G
zVoC>kMBIURI4q$8#CdlG*PkTaZQgyF00+=A)#GfPAR82LY9_2pS0+Yr0tg`t8D|zu
z)3HxKh&`H2j*ri|x2JanE-KNF`uQ`i0bTVU0plpr{O?p%RU7^fDmSzLlgjPx^*dY>
ze`5gJSlQP95AwucAs|=d^e~NJ9KCYJ-SlohAT@%S27Hh72Zc*F(Mh@>NDv}csw(gR
zTBB#X%GTrA13FN2bROC`PLcsdmM`FW0xcki9y7%C=Ks2*?7KUJMyTuQKmbv?FQIkD
zo1NAAd6^i?4YPG&n!zJe1E7VZJik*siR|uvc<rzrM9|N_A+=Pp`Wvw`;dnsiJr`nJ
zKaV;P#)kr-*xgpQyw8(my|<6QE@(U05YB78r><0a9?9YVb2N7Q@%T)-{}~j!{>Bb7
zv3LIwj~EITj0<Qc<kG-U;`Tan;C$=r>+=J#jra04UJ^EG`rM>%`J!JIU3<4H3NUzD
zG`~=j*I_yprD(2mA@q$1lkQtoa*|#OR)PFs=zUgdO!&2sY6pP>(f^Y!4r+hN55N99
zW7Y2yx6w&7G?7$sWH_ed&#K*!x{7{l4dO|OtONSo+yuqt)=<a2Z6x;|Nq7)9rzQqW
zU}NA>S3zG<gQ*d;ol#=yY9EM4uWprMLQdK0_3O90Kl3m(<v^Q-O)yzyrbKxR`fwHW
zn5A>>-#?Og5r~bwCN2#z+zyTT`cNaI&7n3e_x~EAD1N4St9c6Es6Ko_NPBNTWn#r6
zNFt~Jg_6iK5Wlq$v?4-tLwlj%hW~2F|DPo&UVNNfmRj}VbyJ`iX+<j@Q7OvnB&6|(
z#yni`J|>w3w;G91BJ?}tgBCa_Nf0c+2*@^whyvNIB%gsT<+KY#iUjNjl1;)`kZo}L
zqc<u!RwQUTJce=u^V?=}<8U8^k26Sv4Zw_TfsHbR+KrX$S>`B8QrnqW(c}hUApvNA
zC=t$~<WOkCTxe*gAJ{dK8nn1@f%4CtM4&o1#b2rYOUwKTZxu0#qNMlXCw|%>huB-&
zFirtJzEt#L*2s_j@XvR2v6gs#h%}spQswA`;*lgGU6K<F2ACu+g|l0_hHN=DqM8Df
zEI=;RFFHD!P<#>M6-a*}(mSHKhNcQCtT2p^7IYa%!s%TSd*puZ90@ifI$45ak9MdR
z6k@>{;%XzIT>wT*guQ%a@ALF`kWO6o$(Qij9ruwx2$U}lvRR<6B&j2ueU)wm61`1L
z56dajvD8;2(T4_S>sV~#T=PY4)jf5~mUZl<?2M8pvHIx=W`KK$jY@)S7XC)STsRd1
z0VEDJ-y*@W;lH}TYlN2@egWpR*YuIcCD`6_3r=-_;UJui$_>#cu-)#&oW>Tmobara
z2q2&A^ebJ_K*Xevlr<<d#*U9^5pPTuzkCTv58V&O4hK|$9-`bsAbRefCcFlw04}VG
zK%P@7FTRv592@u-KA|0`0i=hlxz&(AKEY8yWTY5|$d12UPL1{1BkzuXK&b4$GW-iV
zl~&@sqtyI|fBrv3_}e*bIQIXSiT?1Z=rgAdtLut49xGE5lTR~Zk2@-_Gd>XNoSG*Q
zknB%qntK7uxazQ#s0a_W{S~b{;Dkx_g{2R$9Ma{hC*03!1~M4L{^%yoVO-F|(Bx$<
zj~k~P)UooZ=f&XpQrFJlZ1etVN8!*88kSF`vI@FGp4mBeis|k>kV<g#3c=|aFjdQ|
z0C?>k(+0$-C44hQHigzmt-Auq?`%E|;aaQ;sP_h_guQ8|Ic3=v|BZvb$TSr3YTz^{
zpxW**Fu~wMLZv{CseI%>y*PY%r8!iZ4NThu5nVzJi7B3<wWCfHS#+Hwp%Ia+&?kf!
z)*X&bf7TS(WA^s2kc)2L*k10m`-7p=<}gLYE`%SG6aXWKPug&_uZmc)(M1|@eg$9s
zpOzp3f1$cvZ)3am#hOu_n1TZPz)|o9c3x|?dqz(@Nv`-#OeOD_?*`8K;nL(jwxjC%
zsqqV!#{(y4c>V3xJS%iuC_A<5y^)>Hb(m}d;W=_Yr{DSi3ve2DXB`EnlhdC$SDdQ^
zy1{f|P~jp3(FvW1hzO!j`ifs4Jc9dyghgG8L{wo6o0mdDj^+Ge!vZ##bVyDlLV1LE
zp%Dx*dWh@>J|Bw=q2>2=>b&dJB`?{uzNHg7&N4DGBtzZ{K{}_}jlmK^xp7;=`iyEU
z>L^hoq7x$9<Ul|Nkp3Nj;|`LFLdq)=8<|I{p}nBA0427tXIWG=H29kd!u7_wmhj$a
zzF3$xfcSf7HT`4dT4W7C{!Ub1ApXb;M}&LWY=KP_h>Qf6L-MSxtOAG_9nCw-qTDa2
zX`sT_{w-tIE=uuBN#O+DL!zS47oLQv1-k@jG5+m@u8Npu-Zc~{aBBu8YrqpE>*3*X
z&!!bmB_sM>){Sjq7xeCkv+ER^a>#R&?6{`r9byl5ifT@M70NY?Wfv+~kD)<-{w&lQ
z2%<_yaVERA&;w=MD9VQXi|+4Rb98zJ@$2?u>(Z1T{w^-#xqbfK2c5P@tRu9h3_96*
zS@(vKT85`Y&~c<S_sy5R&!-kQ@#kKxmGYvJMNl0mf(CGbD*1Mp^hmbg!@E;=R_&IM
zsK*a|VV{-1Cqcr7`>eijtlTVOD^z3(F(qwGJm_b8lUqa`&EVPWwVC(7_ip0iep4oM
z3;fX~Wlku5E$$h-U~EnNMi_H(@fNpD4gcAd#(y<gaI4`Yz!pMck44|OaYrvJO*q<*
z%qyv>=9wP^(&jENRpkicYXo;tv*^Z;rrs%JKRAcN<KK~Wd6)Qgg6qG)tk>qfrd$8m
zY*Nx$j1o3G*=&{2KC~S?V`a5LL?i~LQfPQT<Lx1=gnfX%&EM49gUHnh2nYmN?gJbf
zIf%#^i7BmG&YsmgLWXoOK!yc>uwYJd16`{K_}x>5rvN0;!gp<SHF$*Pl-fa;fUmcw
zxcZrE<>gt@S}sVkZ8uJaNX+IcP=3U`Pt4-bhhEqzejZvTgw(dXSjXP@_sx~Ls$3%&
znBlphf^F_FW{P(+LR-g1QMU5#{moM059fz#)H-#BFKrhj5rB*(H`6ov`O9}g9slB^
zn$FdQHs)Hb=%YsKpcC@Z9AQ0XVD*A@<Ps3B*1CryhZ-qcu@$CqNCm=kEsh2madM@5
z>Nda~#)F)?<uDwyqMY787{RNNNVzW~RddRF;AS9tYLa1rl?mdvv@I;Ss}|?%P`5W2
zZ(R1tXLIF538m)Vr<i&hNJNeZ{5yQ7aUhLI!4^d>2{Rqezq^*@w=@oCZtNmj=H&Vx
z!&d<)Are7kMv<22iHN#|(ua9S&ai*Zj>y=_SqWzA(a&~cu${X<l-aLEy&*Ogh}ISG
zS)j`-0=-;Xh7pMDqq78lL^yKdMxv0lXh7M{A#Pg2wtkh+GWFJ<3-E^M15n+eg_&X)
z+3!!sl@_XfO2n_4wUc$rh#W8LVO^TF4jUIM^GBXZ08h)#jHkJ#bM1#@$IiFsCEjV!
zu3BX`b}0rl;@?m|0OZi?ZaC-*iIDj2-E}yzoj{V4PUCgTp(}{K!zT~J>AndV(T;Pe
z*yjA-?!WB#J-Iw)+e8BbMi)-3!6<V}{on-&y-I|B;D^xiDn_5sqy>FK6#HNacbGns
zMUZj{JCo+Eo6+&K>>GF)>w_e(ci?T^0T_@XYcISS3g70Jom<~~tfRE(f3=Zfv&{y`
zSkmqeodN1tQ^6VJ4WaF<Q1%AJ4|R2=^8DYY@C@5yl^J+-K7&$M#Fa+~2bnxb<PFdr
z67mIHV>Ki~2+Fd)Z!CNnCSem(arPtU&+h^vQ=9d0G`LpM7>ruUR=US(arA5a3>HT^
zGVV0TqgGr;AX~LIh$^`Z0oI<p^RcJi@#a>=#cd*FF2Y=75yS$)7fHvZrVuOG^4<f`
z9B5HXw+by^F<tp^nf5MpYhIHL8;ON+0_JrdoEYe~2<(eBFBZh{Oc+w+y!`m_d*FoX
zeWdxyr4pS!mFyV5kWC~$4AU{By&UIm<C1#+zGc>~>8IBT+I22#uhU7oHX}w)<%D<)
zs7ozSK$GM2xl*9%NU#vvY08G<_kN=vG{1;-f-owr!R`=WU*GKt$CkmeSk2GV*M1;I
z4~G!hM6?LNf*YTYNJYp7E2ts4_V2H_bHpPZMlcDx_H}SMknlhspMxF6*)%cAnNHJP
z$R@S8_aNy&cG)AZ1bUkYDvGRm4$~dGHv>}0W<Y9hAg(+pb7npHcekzNB5HeWU%yFt
zvhsM-^&wbz=*T;cwG1Svf(+XL?rmLhBoX-|T5Txj31pq-nbyv)h9%NZ(D7pfbs#hV
z8wj@vD}r6#{N4mi@PNlje60NyIbV2qNe()t260ODv>S6~o(~$zPS9);R(RI(+<*Ee
z$F(n`OQqq%SMmOTKl8MP@eai=F2=gE<`^~;A1T2W7}Q2Y!ZYEe7rqw(p#rEc)LGpZ
zt;@GoQ@5?jvKtsILFC9bT!fzh6a`nd0uMl5`1g=t;en@vD&jh<R|}O&e8hM~z_NdG
z;k}!DMRREIre<{Z2#yL8w67J-5(qsEG<GKc4idI~SsjKiMxGV&#=#^@xeefr_zZy3
z{0`W~*e0~O`q0W2YD!Ce+tJD=&=6|xzpg(TEp+~25N+F4OqkeoSoqNsH596XQZORq
zmyQ2ZW>$b81QN#k0=0*)Y^GK!q^?McTuGd$xaBq#D%@$dXs&C&pL<eb^L2l`b?<xa
z7x>rP)GHL2Sjhs@Ae@k&Ar2U9uk>9a0zKP*?T2}@0*3=p4ghT<b->fplVl15=t3vf
zpl~WATdnfk*Ij30Xtibe-anExKA^TrL0*T&bB>AP%O^agV-z09RtVs+A6hQ5jsv5j
z{_--dj|eUY%u>3Qefg{C#-bdNor`esk!;oV_-D}THe%|>V&y|R)=Q8|$wv48!>DU8
z6fS_!x=Xv9OWPd8;T4Tbt~%(K@6Rx+T<}zGeaF(D-lcxPRpf(`Wpu#!a_yJkJw{2U
zz#a?$!bU*pFL6@BW?1(LD%2-P7Sj6qhe(3#HHL&+hH@k++fM9VJH8N3*ah9#4C`8M
z^}JLK8dw1i5vLdt86tlX+BvdCgJAP`>w;klM88kOY52}I(k6d@$~Ig?<iphEAlA0$
zdDZl~PYeFNCtjJbZ)=SPLW-iP(pw|zv7@=eV%xjE0<&rk=$*j5&_R~MK!N#>WF`W$
zBo$_%cj-^cjr3(jZdwy4MyzqOxi5trLaypr9S_HMsX44XT->=!yen4<Can&IQ^kh7
zk_Q(ij*unLFr5Wrq6MxA(ZjkE-E5nWtNmr=f_)p9Teqmjr_0XVI)jZEIt+94swG?g
zVbnZu=C-53KCTTeEc<akd)EC0<4NNAzxmd6qYb*K{$aFvdrPF_c9Vz)Yv%;JbFj<4
z0(M4C*Ds^h2~17TJ2k_i{yw;x-s!E3tiFr00_bE%k4wwT4_<JQWaTfSqR6;E3(UEJ
z<$}56P>9HTT4YbfXbcLKu+vLAVR*uLPIlHu-MV$cf*seLtogmc1LZp|VlFO5Eu>%2
z)71d;IcaM&+vNjzl#GlddTtxc^U<l0utwjQq28{&raj*yCy{E{y~2*%f}q2^LP`dL
z(=mhk{JGR{I+5eF*ZUWHOq2g8q6%`_7_mq-N9VY~@^@(C0WpCXynj&N8sNksQKR6#
z2%b&=ZPyeesuH(+KtSIitl++1Tuk^a)gZhaX`|**)|tDgD7;;nsq7nvdAZ-Lj!LHY
z^U6L?Y%xT2Nz??Wv<;XP5Sbo~Jv}zkqJN(y{_vh#Bzlv?Hj|=B(gVmFLON~af61ej
zf{ckChB{)lgRLA|P!h`<b@S#bphP6a8ILYmhAFw3l~FUKes3{l1Cr-{*yeSgM2hn@
z3Eh<$El0{^@)nxpbx9;6h#x#4PWSAWukuRy&ymc(phO|UB@9T12=zw@C~&Y-OW(TP
zJ#=&z8z+C29QWi2l-*X+ayTPh$#KTt)&9!|-;s)urVsbVLf3b@b_9upy0W}5I_w$6
ztxEg#z(3m_pV>7CS7jV;Nl83!!0XWqUdb0<9~k~P?%^0T;4?0D1?CFM;E`g6;;ykI
zJUkyS4Bt}L308XizSLR7ekzfsXa{d})vecO`-0`=6C%#))0^|2bc<)(zriLAb>KB3
z#A5Q7Z=Q_>^`52YU~xAiWsCmGWrSf7OaWO!vOp3+xg#gO1<J4HeV?x~t8M1vW?F5`
zT9~@KCqTh`<2d&{ZthQ<4q@)Xf+DO<N%a0_=T4|E<e};&P%rau8FXuY2aLH@-U8lE
z9QU#*%JLaTA076dGrs(|>%rH9E+=Ueao0;86b#zw$J~e!H0SbhM^iCP`X8r#Kc=Ed
zE2+esrXQ*>5HmfR%Tgb!KvR_d-iL`Pnr+WEBz!%!+@7*nT#}JN#S?XB<X$5OQg#zW
z?moH>N<N5Qarup2;O*lPWotqY{2J{EksDV3nb~sc)Tu|)&C(F!^vC_2o}P}!T0Oin
zC-FpJMm_ib)XhokAz|j=Fim%Uog@`aFm<qGY|+o<VRP~rh*Csh&EPy3AN)>tCiF!8
zTPDBTZxbb*B)GX%BeQB9<07;`oh{)wG{guGu?;DVXeX~gHp%H6su=ye9_eV^6iw_{
zz?W2&d>_!j6DdRTdV|Blc!Y#Pz!tNYJ7{V$V#C8Jh;6`X1mzW0gi6}APt>m6LH2>c
zcB6#!pVH=eTr%ge(heq0&T*9puc_w(SkIF{26q$BubGR#J-D@0IIe_6th!Eh*+NC=
z@hS#~FW2yRY)!`}&7>!vbSwQTBny$%^P7U6EX+<v8tc=MBx=T}XvJt%157fpm=Vxe
zdSD~a1!TWR8vlAYoNS3t22FVsihaBOVn_92EVzN)r<!7z%MOVO2wbWBUJ(X881$B^
zsNNK`69Yfqst=<CpMkr|Xq!d`RqVozz~^6Y<?>cJZt=f-gl!);?(DPEQ}#Dv_p^!r
zW0T9_yKs(-LjboQ%zUsrrm9*nnQgs%VA^;koUL6Bgv&j%X(f(lJ{g%LMNaRMH}~+@
z7!pQKW-uc<QYB*Gw@CK*L}zxNdYhC~Jo4<KfjHoaGjqb5*!Hb1IJkGi-GhBy^kdPT
zeo?`}66R%7HW!jIPp#h+ETK!z54;t~Ot^uDLegd5aw+;Gpt{Fg^8`36b9Cs)t-AqC
zS-BDN;eFFDcgKTGLO@;4RAg%1k=Dkmo1Nd?!#uPLF_-WUYNQ9CL;XM(3CMoFjGcZJ
zpHb&jhK7-m=SzD!QTGU%#u*vP%UAyA8V&RQ>}GDU)6)wOvfI7sXq#*1(WF!K7NKPq
z%H72pHds0K1!wGc=~g><<!*c(+c6s(p`gr#`TUG*rRo$3E&9gi(sP558R8i_`g}QK
zC5rzjUD$SG3UIgsLzB3(Slad+T9e#`%U|TZ*~O$yvMOw+6g%NNd5;XE@VT2o<xc&z
zLG=AG{XOvtzK;%tU97!7JKM-<*A`h_7~k;uw*AwyS`1!Cu2nwU;jMh?NzJu7>BKGK
z|Ku>9D34Zeu$xhN;<zE^#}vCtZ$;$g*<v<s(HuEw1dm+Nuxm6vX*{BzSnbo*!lfkn
z&1>dk5Iu30WqhEXGhT!U2+<A4wyA5Lxp1MUydXU-E#iXAu3h)F9)Fn8jrNhRUs@M=
zSoyRlg+u0B#4DR3gX0_<?RTBtZTshsOV_WE>nz-FGI$3Id0TG`bVUjjQl+C<F!=ta
z!8{_ccW-&>k>zKJ@z5G{sOEJ+<ctDbz2(_k2^-uzss2gmaOZxFGZ3x@TZ6s51NdBZ
zjEqJus`w)B6lsEco#a(}$E)-CTfb7BRD9{vTscw8R{HCO<n#mVS(R#Ucx~C-H72r0
zy#K3<*inx+bZjd24?c<^t#Yj_;U|pLW-kQ_(BeWxz8I^ma%1CPXK`e^i*&)3KxsGX
zmdD!q{_}hiXZ_9}7npwbaTTZ6HNZX2%~HbzP<@MjJBa@8@UyV(wmJpx3CL{)a=or7
z9@*+Ra0C{UOwYElJP6WDzh|X|hPmrEIFvI3%}rm-?8l%zTG4hnsqLat1|Ox}wAFRa
z*Yva9=}kqGTjJ&=tj^|p<-eGX3p#X_?=XWA^%Fy_+6u#-9BU&e0d)`A{r%j<87n&O
za#~KuoOEMl+@P2IuGFHn+BrO?+h?kfVK<cYNooT4szgNyZN=P!xANdr;U0PW?<J5{
z!n_qqL$<r`HF|T6jMH)@#Uj4hAx05a(ZTEh1=Tr5#wB4fu?*LQUuW)jnlybqbIb6M
zz@BxT2RVmi=;rnG54Jn(yXv*UXeKAcKwh5ur48MaA)zM&&l;_Ye>a66N$-+huz{1N
z%09BO4)n}>NLqJ}CLF&rNB37TG9r4LE)3B-iD5gc;y@AHaDHu{wAMTG&Yd?HcyEXr
z%Ap*C=&rIvC<Od70cd&j>?TK{7M{ZLs-3_p$y&v)oxs4nUF9=;3JgmEHmD0yDveLK
z?v#+35I9i8QI)b<dZVtG`uA~Fof7u*-`u#l1%z($ZAg0GCwS8RIS2jH(bCi7wn1+y
z4qHawIRjjLJ^Nq3%nDgqW>y%v_M?3fz;4u?q+kPz0T43u;4O8D!-*x|mkG!D9V))^
zCwomDOZFTQO7@;H?7f$j>={~HE63saB~{rzG%V~r^!?z!V=bVod_e+ImKKH&J)C^H
z#rv&PW@hFj0>GIzZfrzlG&#h1T;9vX&Y8-wmfQSfWlc(v;MzO4*7C8i&ZvE(=ivy9
zusrPO8LGrQP~zcRz5AiEQ(}|X;3;~=BZ0iCai-MExQ0yvbwUx*$y0*N$s;?B-<;)z
z(2@_HpB?*%x_t^BVG8NYtM1p;HA3<5Qgv_liW(XQ84^z30FMry-SxmhPQwa@$s-Ku
zLg!u|_@y&)5#bbAKA41?pvM-$!OUETu+pZ|4pSAVxgUNC6`}kdh*n3^0@-<ofv(mu
zMN>ZaMwKIjy>kMMQ%mxZyKi5wT{w2L$|yNM*k&yc$0diGH9LpeSQ%}ElWu7Ax?Rik
zViSyhYaQ&g+)&65@NQ@cPypq_cDA__xX<+W%5gnmV@xU_TPDXi)eJzH6W1%y@_Lk9
z!aGAc{}G!jWsssEX(Tw6U{}Z`CKf@u3etwe9p@*L5orK03NK9eqw?(${T&}sPjfBW
z$n9mrzCXEwYxN#|?cURMvUcx3v0FQxLxUx#S(sVflB(?a{<Y;hqXL(CUr(+3PjmQB
zVCO9O@Ds(7sCMCA$hrR=&7b(y&r6dB@IE5NLx0RUOzGsNpu<0grtUseJ2Gm1X*Bb$
zoMEba<u6xdz2Ij;b*F@UpYU{ktG(pjZ(pqPw(nS9zRAPu$c-l!+^Cck-<Q3us{G7Q
zOW62*S-w0Ockm%F1Sy@mxJF4ZgsShP$-&3QrR%@Zi9{3@t$1SiYvqg=H+Q&F10yR}
z5KUuh>E)QBYqAd^w~OC(Ds;y&^Ih@6e4_N@d*1~+E*It;Db;K-ZdJX>T$-vewYm{Y
zmxe=<6>{=whGNdMtJg~NRoRCbS386*dBY$2=*JtClC$rx@9pupywmb2g~S1xdjHfV
z{vPv93s}8#3Q6GWw-%7TD_BSW@dE8b_~^x|7tUXgj=tA5wg4&85B7P$2p7JjUV(wk
z*E@ilJ8N~_*VNxPk5i8C+0Av}6ZOT~G*JUnbC-s`L#vj*&T)L5J!crzqSsRLm{^%8
z2(92}4GV-h&}sVB-sqT^6*XwJAAXLICL=APm&JEHhALN6^FKaH&5}P!@FH2fB=!Kz
zZQWNFJ+@qS78ddX%tBaA!yX!(Bp2%Yx?b?-LD98eIj+3t=-WJTW05&Yp~pVF@SiB{
zYsIx}tox>fc3;@oQ&zEk{e~!sQ`o>{j>8MK9ggy5W_6jvND@Fp<Z|HX-(`TVj4c5T
zP`kdij684@ReBaVC@+u>5Rv;9-yb0VEEbniZ^qBI(0gTy2I(t1XJ@pHOJMNo!Zkdi
zg0He(eo|%Yk}=w)x^VaQZL(T<e&({jKSfYf^ha#`tJ5pjZK}b7=aB<gOoCrIxBM1q
zXPZRso-FU0Meq8xy`byd=q<MoHmLP{*HZE14fI`d(c1OsSZMxjnd={DJ%m@|+c8Sn
z20;0`dLLKQhE}J;$D&y{In^B;3LOuLHB0~ejGF$n=W*rTN7>oI09@zj)t8@0TcO)L
zqC_2qGu*e<iq>PPuZ4}3`_qn5R?#|t_chnA&hQzCQYA$UWVf>XTKOG#MR;8Co7G`5
z+;!Yk;YHVKNNfZwqf=v8F!>ezF%a`FA|SF4L594Ik1vx;ZUgyRQAVrbIKdAGx~^}C
zOfZJXM&@T4@&g<CCp}j8YE<?1=bK(S(67FfEne}-GuU=>=X6N0gjQiFkErsrIPHb#
zhM>2X`*%jXRnBk&1pOTEC=MwB3cBk(VAHWtGya8G<yA<3BB^LrYUt?HL;AaAj{*7N
zj5%d~RZ}<O;-2B^=jE4!gvZ`emgOIR&*7D_QOwo^R_^nME_dBxc@WKVsy4LzQI}CA
zUZZodM-BE(?R?+V8@AJg!;Jb!J!j#gDP>4i8X=G)-yLTjDN`mF24k@;s80Vb27DQ4
zQP*$ES$>V)$>U^#7G?<e(rLKPlP(O!H|FEH?<Ij(4v&Af%Ld^c3clLV6*AZ&c%_Fb
zdGDVrUt2st&$z^##aHql-=vWc`NHU+XZu&DlMHJP9JY%}fPrx>;^6c$?*r^e0h>sa
zT+z2~se)M8x3n-#BQ2S+{NsP?%4P*rj91Nz#~(L2|D4ZjcJSr{lS1W2Pz9^VX?S+e
z7WZyf{cT4WqqJp@KK1!9roLiZua<nZc^$R;F7jaIytEQaVQq?fJw7`)J$-8M%pMJm
z^SL(A2qN}T1gP7#jVD~9&`FYC0`Y$QqHuS-LZ6^?`ZPZRO~@J!%yg*s5JC@qbbd|R
z?MJ}Ju{u|B`GM~1FjOhp+;hotUTgXu@}Rz3v7O-JKEEMrR--mef-}8#UyqjJvAPxi
za+wRn;%876e`FmZ`cASSTv=IJd>vjYYH(9uVMc^nbm;-^3JrTuu*5mFtmxn2Ju3pY
zFq}BLe)Y%ap^=+ToNIr4N&05+vt#w;5rI6Mb*HCdZ(^nr<X(PW7^UJ@xU3JW!`iVI
z01BTsH4!U>hYSZE8wCt{-btqNYE+x6zwx$jrmLCx?Ghxwu)gzQzKE#^=ZV%c)beGk
zJ0Hr+tMOL}rJ7{M<qy)W&0=EJQe+LI#g#z#of`f)JBc<d^xbc3Yqb0`ZIVX#%+Eo9
z{R)ajL+@lQc{Ro|NxrQ<Tib07`tHQ7JwIf5;uq(5L_4`B^%wS;Q=Jqtb1~)-%_v+~
zS0jE^d0x^+<nK+m;-^L@312gk45%+)s7YECcJAy8nwk%yaWh%J@Y(inUEqkGZZY{r
zF0@vNqq1O)372{Q`4~z0eQyHrMP)b$Sd?F4*1fb`C<X@pX<=l=$-%=P9fFw%h*Ja3
zW1@8e`E*I90QE2QM&^83-O92Wt39`FyN%IGP1_{Srn@&<bbMLE7{&8I_-c`O{EMu<
zbForexS^pZzoee8kT8d&Wd){+7pM(b*|+=d;~BQo#qm&c{$|>ACiw#Yp2Y3f%mH`k
z=@`f^HhITUMZY?3kP_f`E3fX!_&rbh$9(y%c>EM|_SM!}xXqV!pE5f1*GV9s%Zl>t
zyZHImus4b~>=B7b<&VOMPz)3e%VnQHYvT^$iI@n{fDb`CxYlYP_nQ?3NyUCMr!*-W
z+;^GNuh*b1nYiuf5@>$UlFdu~WHS%<c_!!h7g%obYA{_mrsyBvX%884{DToCzWV1@
zh+Dq_i2zY49luj^wd`*dtjWEpP!3}l2K7O7bdBQckpJ}@3byzI7x$n=GRLjQhcpJh
zki!_+c;wlRL56yn$2`<-VqN$3z0yTKJ}!Kc`}fOA)cQ}2pGkk|oj<}YIpnhc!uN;6
zq@RI+w=w@MHk_dMI!J!!w|mYy{~O|SJIsMI?CsYK97TWMmvavvIey$6q}hw3<(NZv
zLTrg(1kFkP0iXS@>su_kq$-Q@FECJUO06EgeUaLk1E5C|IY!wpH<e#Jy6Vfkp_&j{
zegdjAa$LNM6|{I5PZvY&u0*2#6W7;?gFzZdy~1Gu|3XYmjD$<)@<Xac^K+`H6>$G7
z`U&#&!4lrVE{8gCP?-ZL6F&>i;Mru}99GV(qB5?Q@~q~T^%JY(9OH?#U7s7@2#X$c
z8fIdY3X$4wUNxqnEVRGG-qo0mf18cg_v$5|zW|UpYTL#R6X*4iNBvS=8kqDTu`dAQ
zhs~DeHbQ0dd57=pTBP*Y(kO~8f2=kZJm>nR7x<uVAfOb2%y#)MdLd8Y1qAb?LBW0$
zVgdW;+Ht}K>HDZ)O3cm^viry0CemCxvpr+HD3xk|>(SqXJd`HU)U&Gl1jL6y#Za5D
z95skDp{=s7%MnV=aDXW5Rib0nF_`kmjfeXVX5#cWMl5*rakfmMr6~rS4~hJR&*6I!
zayV@#ipp`26kPyj7*Z{F#UpqA!@1Gn;bCXkMxb-^?{>&S_qi~*!#B04Xd>?C0S*Q-
zz>uN{nh<(m=QdsadvI7+`_Pm3FY2iv20H?WLGVRZ1Cr2LFo_05C#fP2&IuCzmqlxr
z8@HBpb+f5I%eecqMf$+bu_u?LS|6RMnV=L&_M0TN7YVZk2Pahs7n+-&AD$~)pOr<G
z7IkOfGQ&YiAJ#h!0@%8H-v?921wdryD!Z%77N?%^L{6Z0x)1jWKDnAfIl2Q(D!Z_r
z7|g@Vl%<6;SgcgPcE_WdU`8In?b{FJzA7m1X+q5pH{bNp`&akXEqfy%s!zhea}P_o
zs(o1hekFc<B}mxT)%Ah7>Bq!2bX`TPA0yiU{x{u#jY39<i1U7>k6*mQI>N7rrLS5s
zB!5xAE@+ABWI#jl0iWaK1%D&2V^UYEd1I{W;I+zXuG%PmE1bGOG@R?!@71Y%wSMnM
zSvZZrokp8k#)E%_Pmq^~=W>@r<ye4g%Ej+e*d6%-tQG;fFcpZxZDRGQK4bwm7E6*c
zwf;b`xzlw-2S$ThaO?3h7j}^c6Y?HjY3W2jaBuIXEGxS+?$Lo<!ruc7JyFlB-h!ad
zUYYxt`1p73j5@T?&p<j5AI>}5xmCMH6v9Hzd3NM?a-^t*-6)`OPJ5_6yXV%Kh0Wy+
z9C6b??ifj5npC)kF6_~dpw)^A*HE*Z(Og@W>o4^}0(_Dj-w^aIu)RQqhmI=eezN%{
zf^tGn$Km~>Rk;y=)x?8|Z*7}7g$Hu29~q+|MKhbl-F}5xiYNt;;xkj1^%qc2qOSN-
z27NtJeXz<am>`g!K3PC+`I;2J-Dl`iyr$^LZwihbD}ch6)+x#-1m9;d^mAVml)c-C
zc8FJ+^-0;op0O|O57aAH4!vY}i6b^)_09JYm*|*RJ~{QUN}+uFcfTqgo-99<A$*Gy
zpWUGFKM4;6RdBZLf5IV~w3QL&b8aa9%q~npFk2kS)9dLygAX(=?Uq4sNWApGA!{%#
z8;|YF^^_7l@K`3*Kub#w^J?k*jp)mTIa}{sJS_a?&$cUHO|OO8o<Fo=qz8BElM?WQ
zBtTH)H$a3PWF6?Exskk>8#nIbp3kjQkXO@crco$)@snSKe&w)}(US8YU#2=gDfJuU
z3>R069&Wsg^ixy*-JLu&QIU^Dw_xUvi!HjgUqnz4TJ*H1W57@&Dj&GsW;b<2GVss1
zMw}_+Im35M#a_A%EG#gyszD7F`LMmW-^aEhqM_eP$yL<k!8K&ivi&f<>#L@`9dgOM
z<mQa|)O&9qZ)5rDbFFS<+?3MI5N@XW{R(&jzj_Tv_hS$Wki<qu7qaQOk6qZl_&p5X
z8s35E_U_f58g!&8+tNB3=iAcpeklH0S#2eI?`BU^`iNaiDT-L1yXzZc+}7DRcG`U}
z)#PN{@(U?m`Y(hUKIi<Y9dorY-bj-DVQyrfMyQ`vrl({9zB)Jen+?FcCI@et?SeE8
z+bG5^GCvbvcbuOYh5QUOhR}qEqF6Aou^A~ia-Ywg-e&@QdbQv4)BN|%!YE1g+BRcr
zj>=G<K48tvn6u|1Z_&oBvoY*y1|B~S2)pV-KJ@wL7B*WK1<U(T@-TBiF`MPPv`B$b
zKVV>BV8p%3#o>fpwCAqVFXQH<qP|}_s{YGgCu9CFeO~!RDwjh^E6Dw}Ju!k-RP5mZ
zQ?DC94=+06<-QL0*E8)fC1#yRL)(Jt*2`MoUGb8O>h~JsC8@3ZO7@)z>uH&lSxPyA
zi?jP%PkGI`*iRCbl-1|$zLdY~CZNbp%cDoGXxd*<RNm?+5Ag*MO34DV6OzYdK^GFC
zDWJ*8x011SE<2PIDmVwkyVq)I;+DyFOH=(BolFZ8v%pz`OEmJpxjZyj=St&e^R92D
z5_QtPuAR4ems0A-0v@X09FO$E6<xkdLd7@l?(S1D@Ho4kC0v3l$oyUIt(;4X+wa=G
z3gPK^uzKxU!n@$r>~pJ(OqjW!E4g#IEllvo_s5YjE$cSE7kZ4(L0cU5nJ@ENP?IsY
z#~<=N2npe#?~?%Lt{{Hy9lv~(c8_D8?;XR`Ut9)8I{eSK*Z%RnE;)XrnSR_YvG{hk
z`0}L*nGP?an6Nt5)_%W-5m7v`^mp02W>EEP`vcfiR8=!UrxBbnEsYy5gI8l{Xec?H
zAyF(S5u8Er<Sa-k5^IdqgPeE0fE}qKgg27&!A4o)ASe7<8$say-WlnQ6Di-UIvMZ0
zUS%~ofZ*)6OjeY)6|kG6PiSSLxTjF^FMJlgL>v9$m*T-f(tVX`?leDV9S}&nRxB%e
zTjk@_wCm9(m_mTqTcSZubf^eH(%5xU6$$<0{w*gfIjyMZ+7%AZY^_9Nhlhdq;c=u2
zl6Dk@lTx*`c#)Jt+<djBrHy}k5#1ehVeno~01hCLJpTrYZ${S*#B47K#Ele>05WXa
zc$_~bHkP217NtfH7w1Ovx_e0(maw_LM7=?(VNA74VgAo6s%OQlZ`{93D(-6g@LD@{
zTX$vm*R9rVua|}aAkgY;H8(GuNIV^1ml_Z#LHD1rNA%1zB=Up|jT8<K*lgwyTcw^1
z#L<qd;=`vnjqVi^%gBr0A7*Lw;=T{xNpv8#0XXgwonIfg39^7}ghW*A?C_x_L&p?t
z@)Tuot&lM%F-$l)_av#E$-Ho;{OtQ$P%gw~?}6^eHs+t~9b}agdM^`~Rs~*u{yiX>
zvhvsW?nvLgozmHx6X!5<aw++?1Sjib7wg6qJRFmbOPH&#udy?5301l+(OAjuf1Txx
zgsADGI9$7Ot@i+3@Wg~TE+L&kRP-wCT2``R4evWKgkWFyC(Ht$(VHF`k_&WvG`SK+
z$Ucni1F`z1T%ghj5RTy_2w1?XnYs`%ZA%p4Z2$q*fdAXouCXB;%bz2C7t+UXeuHY8
zAiL8T)15K=zeP|bTFNcYoNUkH`pC|5Zfz??3uEdtdkT*c6dkAQgBbzV-PhX*n*P=V
z)cF;TUHwiPm_GBSmHr5$9U3azx_!rvD>3Y^C{A%rUv{1M>m7F<{dDtQtQAe)h$mh1
zGdHJtDQeeOGW4rxQ+$-az7}~hv9(yusd`cV#6{K2`&U<S)@th*oLY+NIH9N%IF6+i
z-B#5Ta-|kwzC)W|G7d6ugq?2AnCNoMJ9|deL7{lnqE?RRe5}5cLzmvEuA){;EQ6Bi
zt<uzc`ec6muHK`a?!BrSSLmz$yfO3P8h%x79X0m2?5o)yhT_35v(u`3w$SaUGRP5K
zidGlQndtlK@$G;olehDrFV8N41DB+w^P0*SZ=O*5VtCnmzVPy@=bm$4nM(vazTImq
zdfG5M6Sh$-13K^Avu8pg1-`c`io_09P4Y+l9L+tuW!G;}?j6<nTJJAiTwKTD9&4ZO
zShe|LBuCYs`>Ki0XFKv53&zh~^y(-WxVl@IUF7$ONNApc_L^;ilCg1>-*a_t{QPER
zGC!mDe$T?f+SOYQG?kAxzZRH|8sXbz$>~8cK7Ze_+G_Uv)S=(Eo7{$iSAR;ma7W9q
zr*d4Y!d5rdeoLLZJebA)>IJ#Zq3s*YKE`Jsab1_bVM5JDTTA0=gWI=pDVt67SJG3D
z>=QzR9uAF>Zlw>5|3IJ3$qKDp$32M;fnJf{cAHbl<Miyg2pU-g9&&(`0VVGJF0CEM
z-?0B$v6BF?KjO_GFbYXkzO*juD5A<55UEL?9ZXu1w)6d0IH&M?Zl*v_gv>!`m1S7N
zGLL%engrYxhTiOqu_VW8<<Iw**~?T-k)HTw!(<1_0#haXi`Tk`{PIG!=~Jb5EUl$5
zunz6K_Q|kVt@Ei_hp1Qg{!dkZB5ogHI2}1GtI0Ue%q$#RYWCnCm2>A}hdX=j^U<=*
zm1ku}-M2nh`YBQR;-2I+YXhD(Cn}mqez;L~_Ia*pmaedhX^~$GyL8^!#M7lwrx>Qj
z5|h-l@-~kT6`l}!U)5dCS>|(KyYE~`-HT$*@q0;)wx`AzJ7mlkz0z)OzdMz*+3<b7
zlFf;n{8woTx~AHGw_bgECL&ZFRQB@t2fgWHvAIdbq*n>EGwJvv0&GjR+qGY9qY?IP
zXI(qQTxD(<Yyb9y1N~7&e2x<(tE00<R<#&+m8NIQ`5&+v)ics%9Pb}31Nxmk;dtib
zquF}B&&8*K`n|rjUsu@fu@l!5mQVYVyZieGbd<IktyyDj_R4Nrd%S0#QOU%ZV!n}r
zmgI+u+B!q$dhbrJMQU#BfV*#>{ySpABly*`ZMK8TZm}G<&$v6D^Z9=Gn@3jgoXry^
z<=R{|r(=JfzkGT2%RkG<tGuw(oUZmEvc3nx#QnmC2qLCqMzwWMzi2(*EIr;g=>aF4
zTxs+=NW*33zZD}nJOXqUlqxltb&er~gFpfdG83|X>8v(JCJq7z=sh`CR!;U=e;v-b
z?f34FndMIp#pB;Xw<zCxym-fVtyy)I5kr}RJllb~ZQmQ;Q{v9QP|S`O<cvDq-uHJ0
z31g1`^Xvyj0V(gt+{7xs?dtJe`or8_Ih0`c8*|>4S4A#BE+8{P&M6UY6Wf66h$G}9
z2)m4i><P!13LuxZaQd9)7!CNmRy_(^v@z|9K4N2&v*Xxat7rfCU;eYStxCvXrY<r=
zERyP^wjA4;k3Lam^Lq!!o-Vc<#(kt;XD6OnE*cn|VcEXEUecLe=2_3$9ko5ht9JU%
zF}JUAJf$D{_H><zc?ON2^bUsH$)EQ0>l-%c9JF}i^l)N>o?}d?)Gnszhcb7^goK`C
zH~%VW@XxH((V`^#Q?GMxbJR=x=Jt|hXnM~&8g*0CpP$yRt+OhQEqC27^t^cpOe1yQ
z)!ofCK1sB`+gn>>KW`U%Dkze--!zZK*~24qm%GnF9m{u@gm_mt2YRe4-=co_aO_x(
zwD+|fxn14bMxmOwa++SA7LAIE4V4KD+$5&oHpy|$p7QbG!?v(rn>wCq>$rTJqrXz;
z-rc-)Z{eG*<86-_R9RIrg<erU($Z?&nit=<$vH6PT;1m<(J5x9q$$oG`}pl<DSGMo
z>(nKW?mxN9JS11fzd>6kpx;HWyM)n8kxU<s6NYi!4*A=el-TdH`o->4Z<YDuLb<==
zezd1i<Y!lb^(S$^e(aMt(FFuTsZjh@eA0ekh+gRxcAlIivvzIT3d(g|v)>;6JkNnK
zA>})5j?%BoTlLI-QGfB-xB1<GPxg!PC;_Gxp;TCjK&86J{shjU`i{{zV{ZnYhhpsC
z0D5mYY(*;z^yMMsI%IT4EgHsHeAlfj!Nj_<+vjEAe8xF=W7=J%SJqix`+aeirj9ke
z^7qoxTld$OyXO1eO7!W;F@4a@GgQ4BpOt?#>Fc;<xZTlrfg5jdDjiGhzG-$+<=7Le
zU2TFcBU4MCg0DRIdA_-#Wc~VrpHixO5*?coTI%aZ%*uo2@)daxjSMEOZ{5SYB0?!i
z$4W?O@<cg8KbtxVQV)(Y(p_S^Ra{p6S>oN9f<gBHk^Kp`^F?K72cKultg-g7?&=q9
zt#%K8IeGoTa?8fOp6|A{946{W@F5{!(ZMRgBTE`lWR0%25|q^HYA93Z{oe8^TS34h
zT}Qqt*5Mid{hIlcA_Dhf#144Q{#tQS|A}LYXZaBe^NGicW1Qn({QRYyJAHa)w|XsJ
zpg-=@JRjsvd)WTNI~hY*URFP3;B%FsRoH4uo$)C~Lrt+Q{f2z*=yQRT{2A`{<xh2f
z3hc|L!piTppC_FbXNRZ39+P+@@ZCaUVyB^O`iOV9s&(aGDj=r}L4>5eL!(A^@%(8Y
zpBn6GFzza``CNWbA>qD%;NaU-*L{_dzS4Ww#r?FNT`a1WQz|i2@9(U-)xEbz>BCZY
z$aIU+Zg(|$1(h4Wf69P23Y5<Gl8C8%IWKajL9jqW@8>&9?zW#GpzkABFNmIK2<7D$
zh|Yl6A|P4R*3zmaGy)`=Xs<B%`oC3^4oB!enxI-j2%}e~-mF}znsV^g{rkHL9}Xpa
zrjLI8@}(6t*;Yu66gDfhZQD6oJ=G)v6G<dsYb50j|B6#cU~4S&YI3_U99GUB!1QtF
z(`tdvAMD@u$LtHXXYh9XVfU-><#D$^{kEYu#inBeXU0^zHm5L3IV73A=Hq^2@ZiXc
ztXJoyAKB#_$PA9UL!Gx6bM4w~p{L7VA>p=Pp*hvWJ8g9WFHAv@Ht|;dkfx`#rbcCV
zGq{h3pkp?51atH~Mixy?NY-Ufz=;<=g$Q^cj}L0Q>vz2%UFbZ!2OXjcq+vu+VO(|<
z>b8H_*<TUIN@gv04)^)9m8Tb*`hU6b1o2w#nm^aXTh8p`mG9;IBl_e$_G+K)TjLgz
z9Cun6zqr9GGeKdrJZd*0z-aU4BTM_N)5Y3LTl15rXdfL=HVEdt<=SqD2-dXJy1)9{
zLu);1sY%`|5H|YqE>*Y*C;$uWTo}gnftdpwf}8RX8shA8^Jq+N0l+~MAqO{;c;YLB
z_B%m--~?^#tbL|S)Sa`#Guu}<y3?F)lIsqb3H>!rr&mQ|X#BXV;I&`#@LcJ9T8a<%
z(&$|(aYcpJq3V>A_U$k4Vj!`(Dy&8~I2Ax8Wzao1I^&V_ePyt6LN0-s5&E-?AL1f^
z%_M1W(8Y0YqYH!ac?!WR#aPq*%}p9-<|p7U0=&GKn*(H%-s}L)8EL*rw>?q9Mk_Ol
z<%%lwc|dqqZrc^5-Pj(V_vN?>#m%iL^;TQt?vB`@Ckxe>k}t3={PwH+>{PTABH%qw
z_p3L{Dlj-{m#`|`ApOdkp{5;oHHLD=uVv5~gH-G|;m%IdO5!1~2QS8G|Di<cyM!kG
z_K5?E$V0=g(*9oo4S@MxLc-zKbz*jV1sMeKP(&c@WPUyd(4&>rx2$dlN3G&c6Xo9G
zEAzirgqiwZKRfRBONHxwb=ZZQ`G#T6y$30Bp1=4#7d)zGc5uImV{sj;Z62uH?A0t4
z@VbI!#)0pdwvOo&!=EZ#+-+D-umbQ&ka-c<&tyz!%<cNM%Ngba1AQF<4KUV`=Mpp;
z_MZcHC7us>)&#b14~Hqg*t~A#%OStQpWC?wa?GlX<<F!`Q7XHJTXydH;CpNMd(f%7
z7s|K0ZJO;28SRkktf4CTGonH-GrgCI|DfNoURUn(YtCJ{@|m8YG2xn@kmwq}ZRzja
zKMrWs$}J36j26C?&{)1Qs@KezS%Jn22bnuTH9SqkHg49F4OnIxOFjh{Q<6Xfb=Owk
zWIg!=zqDHF>w6Wc`)XCoomZlAIw!9vud6&Tu_yQ#=D#bQ=;(fSY16zZ2e(o8{m;S3
zA2Ci}5^oM24q3l3QbG!dh26heEndpP+}t>9h}b_k6u!4-f=`43zvy#FX8p}K;r)A=
zlC>d<|I@IcGoAazjc2=WJW9#P&|4h!8W;XOrakVaB)YDu!`C}3_*tv}W4bVd^m_dm
zYr99Iam%A&u+nF8l_4BJF!2s#t17Z@0p&!2oae`|kU|EX)BaoXcegL?w>@y@%F_P-
zwW{`3xDO9qpPd`^*cy>55(Yw((XQkAuP3Xlb{wMkg-neft;<m;=W|+D2LXFDqN8Ov
zy6u)Pr+`Q`zi3la6L{ByL-%0*He+Xu3iV0e8~NbAHKk0lOVPH`0pH-Qdy!p;yL8!s
z9}l1Sdef{j^NPB9)69IHcB969pT}nNtc+6c>zBsu&YOBfeS4Tl#V5);0exB>Jg(S?
zfY7?A`g(c%#C>Q$Q3}+KToG9Q`H~qd<_Z~yHwRrhbs^R9kZm?+#|<ax{>C+7c9A|z
z`HGR0yn;_{dC&j+*gc-Js~AJxe1Rhfrl|RrnA?Ta;}%`~(W_qeG=R`6Tp6a4aED+j
zP_BqWO}0$=($t9y3JH;Y?SRdK(3MrB*8L^g*d|8Px+w7d4#Jb0*ETs?SlQg$AFRYP
z+<8Og1^4*n#m9{CKSnR6F6}p)rMI&G=}>-<W`D|PdExr3=s%I_Q)7+2&J1PpuU?CB
zXYFy1bKlNg*I)mcx|k(Ykn5_(%wR^8e9FoQjf7BiHM@Zuz$N@(@P_ekWaKD8o<fDh
zOKIrj_7JfPu%3NqlFqF}ii~w%@Lx=S|3Y#R0j$9NNDb|be(v(|Gk^3ky0uZ-8c%8;
zSB-riz7_KRTh=AB%nRa6<Ad{-$t$CuAM&O#e0!(A^FFO#pF?->Y@M#psImNj)gb+P
zkzTRgmSvuTyQS%-{o3qpYMy1}%r+icy!70Ptf;ntq&PO>CmL{YTY&_Nfnhok|6SqV
zq|5<$^~lD?fyPz-ke<h8ZtU+&qVeN<s%GteNG+%23!mWg83*_34cGtt(!1+CZn|sf
zr{j3U`{UCB$u(B3m-jJ7)oII7Jzzh5HkG64WzWwS{xW4jYg7_$BP7cC>E<(AWAn4E
zp^->B_jI%9iHZ^qp5@5!sEP@@S_`<@7r&{=Cp>sWTj|xsc-h$E{%@iF_{uFe9uIYw
zb(#-Y3KW_#2OXX%j^3&Kc)GaJ#9NZ9`_BWV2Y9o;O~h#QsTxoo99N_G%lL41iewc*
z(5$7EYx+x=k1r6ufOkj80}5R}gOQ7|JX?LlSfY?&B9)&|y_|LR5Z;02=sq`(@>M-6
zcP<(~lU^uyjS)3n=O@W^>Gz@TvGOWF_HHbS1`p^3MCp-fvgPoD?(Zu@R1%V*;Krg4
zgHw;ON({n4eFnzA@B1Ni1>EZ`<~#Csa?Y*!@aF5bp>2m$b4o0^7G`qXrFmIb_Kv3b
zP&wNO(V6*<b*X#(HW%&h_Zc<A?Q|cA(V#eJ$KTB_DS6OidHv4Um%CqE;Q;o6zq7Gm
z`pGIzlBu?mfx{#+YWc@0oghE%r^EEqpDxOdbh1^Y!9K&`Khzt=R(VYiPyLCCM0@5t
zw{l%x?8i$q+XRCrQjdge+Wo;1^-6*^c4PO98r9$)DX&uqZ2rj+Eurc=`@)P!M$izN
zz?)3`CJRs_k>6gxuZVWu#P`on15s9xt&2hQ`pd0P?y+dPFr~*`^WBaapHvOD?kk8X
z>}Op3>M^<D*@uyCweJj%1%7As9>K@>7R4hqwzL>|EqL{D{zC;1(a6d_;HkY=W_?L=
z535S2FhvFuK0b6Oz64V2FufSQG+({+8ILVVCy9;N5_GA}c977x;CJk93;unr?tqJr
z@+>{qy(5F;2fxVqv$N}D9IyKBZ~jOfX8OY+vA}8Z#Yy^?+jbd`ws&Hs5jh#2zx;m)
zdkdf{xA1RtBO)p#Afc3k($bwOAc%y3bT>$MgVKl+N=k`<NOzaCG=g+XcX!=q>-qlQ
z{qDUpch4}#GjopY{qFZ&YdydGRrs)N%2Nb9s8Y))E~>;4G>oKaX;{Pw9Gu)!?(9H<
z{sAh&2ojCgCaQ?u05S<6F$+?G@(WnFYa#M~KmF^cNZMZcv~EfQT@4X7(F%W|$pk+q
z=H{!H8zQ@@IF<N#RRc9sBJs=1x5(DZE<ho2qdq(goftF(q)4kl9n_F@gW-{c4-<K&
z!QIBsL4K_ZWdp+f_dDXUe`2;9_KtYo)!goA&9@78;;-byOjt_teEXGvVVKVqllStB
zhB~^#>Kqi1E(a2b(P)CBcOSj+Na*jH>H#DE6BHJpe*&Np{zc{gxK;OIGzjCj3$Uuw
zdE*C&_68Y|abtEs$6=4h4ev9S*Qi^!3BoUW8>el<50jh%Rf<}e;kU$t0T=c<+2iZM
zI<hZC#Hge@k*KqPi*4jS95Q&31tb6SYfL0*aWjbO&Z^&+x;#gaUhg)Vj<GxI-wq9Z
zY7^yDwJH|IH!6I71-2htV+bNW=$ECblclJGGe_Sm!#WPMp_UKj{iV<f9mBv_X~83i
zMI6h)>95OSfBoO1ZG0Cl77Cahf`p?(zgfrQdUqLRxwY~~|M+}ZGj<?Bd}uy#Dv)Zj
zEN?4xb{(N0aoy$<InFTUBp6ekk9_-Z8;bQp_9z9I@W0&*wsZsOrEAouPa<F=5efKb
zcN|E?C8Wf&P9rJWP9;Fqk<9P+YWh;?v|{^%`!E7Yr%--cnPi@3Vl<d)obQ)<IPOGI
zI+&w7`>bvc4rmdvDf;eXmI1L1y=+sSN}ktrA8?4O^j(F}&#FF8UELWu!+;76CNL28
zWUChaQ`7(3NIk#!`UPH%m|^{yRMJsK!T*g+DT|`kHR=qN4d+qmNFmN%O~Hl-x$RcP
zqRsjX^n3O{5PBEZ1Zmjf1Ub<0_X7`qeaw-+(>(N`_vB@_o_dRtT7Qo2l~13vATk3U
z^V)MrF=Bz|3cr*U)5k2gg1R^P-!hhjTvt#O3z_hZU2zemQ8QPa%#;pgic0Gn7Hh_+
zG2#!|Vjekc647c@`;K2;5FzYLXrK28_&is55)}9<j+bw=Y~3-YKneVP6A0Yr3dq16
z?FKzyCVl<=VZC(ftc1hR0~#83&ogIBupgaZ{^bNjS02N|bb~m$quHO?lQLWd@wFxO
zl`DIp5+-VG4bgZ2`5UZivX8EVtn$oGPf(Ua1^$f50x9ABQT-$h&JYTI^FMw4<W|PG
z+u?g09fQC@t1)vfJEVIFlm+QC|J2vGbqa6@zG5`8Hd0KtP0es1N|tKaTJNyASJtC*
z>b~jtih=k*2kx4tgt*{`)YpbC&V3VD1D6<>4%MfCUU>J;Or^ZN^Qv58{^MZF;3Omw
z50T2r|1(Ja{p-JWF5fdZy>si@<E8IW4iuVl@mTB(4`{nx$k%2ZR*Ss9DCL-(wzV3_
zBuMUw5e*1x!TW!ihD(?x{(w>A**W?H=|12Mrh4xqQQ<%d#NY3vU@c&z*v@&XaDu!j
z^!|D7cenH+nkRDpPE{Spy~}Hrhb~tYUf$Yv8lO4zgx!l^fr@aVlw{saB_<y0Rv3pV
zQ*<y=s|<uRvJ?XW8B1*t6j1>h;R3b&#Sr9g`q?I0S05ZW#Vh$DNK5X5&|*zRSZXBS
z?M}AmP!-v2>{;renjR5=w>~us2RjA_#;?$S$fsr3=a#f48|AJD84*oYLW&^LqP5zA
zxnp_Xp5g?q^mZr$ZimB~B;-NerGET(rORLirFPS%=ZPhChRo(Df%@zLTlP?-!)mYM
zHSH;dTH!x(fjd2V!)SJkAGh0uO}5vjZfx{5Gkd@q)XvDt+N9-078Uq%txmv)gv2i(
zBv$kDYuPh>r0)n$hHxl`j;jj50ZgZA1radUEF$HY0Cpi=N#N=K7!mRN2QG+4;PN^k
zFR!PfhK9u1>o_an<#<bnP5b4nu!5PF0X1JPyBs$0tql#rE|&DmiwcKrM&^qXw(ry@
z@E!lX?;`1F1Dnt(t~S1*p_$n#_qc%(j7Ru~2Fhfp;dG8929XCaz?URjFAvJ<Yz`-!
z*g*t>Tr9sy#r8c8|IhUnL&Eo_<ttDHF;d_3FSvn|yt}^-8-FjTj)Cxm4Bi>I+4Mp3
z|MrGPYPjmbeyC^_C1N<fJX%K6?RQS&8d?5y?;iZt_{*Cyt3n>1W*mzSnQ^AO+ppYn
z-_ltl;~%Wh1_54^!4<cwTpH!u2%X&}%{$wnATmk>o$T(YSsqzrHUj$07C<D&4QImz
znDs5*T>rPza_uSWqk%{plv;w~k)WylHtHb&zAgb6%#jelm_?b~%a=dEa^88zIKCd3
z38d@moG4#{>Qkgc7-60NmFaqsxLvn_9FfL1R-35G8BSh5EPB6&c#tEfo!iXn*O2G0
z)H*?*wp4B}G10Sja=!`=90qL6rzZHH`+9Mo<0Ct#nQD*p7->{|+FzHjne^U6`Zi85
zr2g*6E21}oZvqktpo)CX7-Z`sOI?2z=!=8$?+K7E2&ZuybjZP+1050)1&isrJ4`A4
z`;4?<V$!#HVb1=U1F>4!#h@4V*n)Ezm3qTgzzXpf<zG7l1{bSSlVnA)QOvb(IJpLy
z;T(0H*#B*M{w*g{VlJE**v&E1)00I$Q8!qYeM$n1wg%*OYmRP$qW@H^7hh-=J@=3h
zzHNmw9P2#VZoYwHQX8Z^3x;iIXB>Zn`|hfYsv62e1{_x>@6LG7=B-Kxm5&%xmnH6(
zYl}a~<;sLml$8iiH|i(^CIgJNohF`})Ok8=z+tRC?Q;JK*WqeUsnaekL$MB<i+KAT
z!;NbpQlH;}k&+F`Ca;ayjq`y>#|Vrx_Nxm4`^A4RTB??buNWG*Ug0Y(u$mGAqvkUB
zmjJ%}?s)o_1qO~ZCFBD<ImrJ4%p9O#l3y3<@9UFshHQk1vUO`77|Svor~0fVU%Uvd
z@F--%^f_ZLdoweELpJCgw)K;5BD7RBRQJ&i_2co3Sz0r8ycK6J5^@}L_$bQHt|98r
zPw`#XO9tK*6=<-hk2M~2>IwM&(qWC4Y9}>JC2%S88i^DO6a21=`tkKI2mWKyTB8}I
zO{Y{`@&*0{7=#M>5nB-z`&E)uf2?^xF`x!!%hhsl7$BQ)fpVJxZBB;$8R+k3faOgo
zE{=c!G577)f5YQv`G&9Fz)Sp9deK9sH3ib(2o!E!;W?cBVCF@J?TM3t3}JsDBM2B@
z#j1_}mmM&<n-b^qbLrq~Umi4dtyF8X8l9`HUVt&tc5vYkVI8~P30}A5Y*mL4cB4sw
zKhds3Io5swMV_4|o(b&fE$1A+ImbTZ^p~mpeAKT-!fCgZRH^M{I?R&lk90FmnjN@p
zP<D58KG=AfQT6+&V{xzqk#oC7=b0`wby02WU7x>3-{e8d+G8Umsf~O9L8uY*;X@h_
zG6<Lleg29ybwEus4rluRF<V4`^W~cZ9S5?@nv}=-4Ja&t*KY(NR0lAKosf4)M@##?
zFcgxhBo&@0-oA5ZIg6?<f+qp{k5d%0b49u|?lZDlRVn}Ae#bhW<zDL#SkGtauwE+-
zv7oSID`6JhX*8fb&t$L>|LyTE<7Apu$LMpA@(=@H*&n7drPw!mL7zryRLIDL=#1GW
z{!A#j(ydpp1wrXM09!-E^D}@Wp*+9<{BIyy#3dwb0hJxnhEePp|99JZE=t9S?E+vb
z!}{S05Gs?qwKIay`i#sr-T*wnHFQ;UcgNdF@;f9+qe4CWo7W$%hWji3KYWWNWlKJJ
zfsSqzXI3vHjC<!7hcbj$cf52N_9qV$o5<~t8tv>^PM5P@cM?l7*F+TVubQ3)2><?W
zDxz8R{wX?+`vrf;!Q4^1j1_@ctM8U8?`2!}y5sS;?iZ4hAgUC0qd`U58pqcEc-3vB
zcj|v_x-E6c-hFR2m>FRm8EX^Qo=(m;`~HcjSTo0~@ACC+LTuc$w1FTfiK0n#_J)A|
z!vA*e=djO}443}<@Dj3!OzYL0GB)_cV9b*@Y@np4Un!@e1#!HG!)r=j-ilF&bw_^C
zgL1BD-_^3V-g@pf;b=Z3)tWO&*V`^7Gpaq9XPNZSn26DHrZ?oqE?V9#yoD*bTlZ1X
z8-BcXSV^hP9r^m`&e`#&5(C006dkU5!4$q7uSR~IU-t9^pipSYR-Hsw(QmQmH}x8n
z;jFZzN&5H^FUoSVXHt(x<)y#i{d%X)b(UGy$Vg=_fy!?mL={}VSe1?O!VVGY!pO}X
z4Xk$}s4KoDru=oug^%_gEzvhMyBO;*(bH!ZTE2db%$Ql5s=NHIA25{5Qyt~^v#on}
zJO8wZQ)OEQy`<&^VO!4VU@hz|n;Ymu$;~RKQ&%3H{^pfgeCy+|ky2YRPM(-l5x#m+
z)DWF5@xFL>rVF*g%^(wLiKT5Gu2DGV6})!*Br@HX4TS5~Jd&$|T)g{pi;KG;ECS$=
z1pI>||I10A`J9R|6Paj(0AgOjZ~|mRh4#zx5V+n9GGXQaWqbVW9T`m6Csc)oP<`SO
zZ?in&u)1}ar_+(_S3>nsr-{np{VmDCT*D!Uq5icf^}wogE-Atn10U|HxN6;S@+$UE
za*C2g;mlSLVAgWH+tm=)5|>Ze$I*N>(u#rw-Od@)Z%nu4i-4}2Ql_up@5xNXEM!$W
zFQiaGGKPkAJsRk6#+<5QwTsqr4I<KVep_8FfZ6y3A}X+m3y^nD;BVh&DhSAbNG&fv
zikSyb`qgP1f`zJ{jt*oPXYFwbPSuP*NxoVRa;uO0=C1|;dC0{Pq)573)AcAPw<-72
zi;J(0jk`~IZujau6<N*y_SBTzUAO@DthQUEssY#Q6QWxu-8LI(8K`y#l-thDpCz1R
z;n;DLPsb}09)BbtEDA#J+357j-9!TI9IgT4Du}h+2xI1uySj2Kk5jpj`ffn-dlX~^
zn_&rWgMT8^yFu)PhY*G#4)Ou!!F2i%?ju;6k>~vYK#)sxQUB_{!e94a$C!rm-vXRV
z^}wYJrxjRLT3|Ll2Dv-{u}J?82mzavFM)oVhNW;CE~7Dgv$Z>Lj72)s$zA4fW%$=Q
zT0$v++C>2o7b^n%ID|$;wxYH>>O03y_O{N8G*jdW-P1GCgE@^AvLZ9d8Nc~Le3*!S
zXYe<&3?FVa@*J+C-b;0|`r4{3Uq+1jy>mX{%1VwHzq{e16p^D=#q@p}F^v9qKilqq
zd#dGN<#{JVPR@B}$C|e@26;>J!DRFK6jVhn%W2UFP|ZK!<cx%jb!fBbMqUz#UnvKM
zsja7n2FwWJ<SxGa8|6Nbc1G{|pHN!#28Pbj)(jjj-vYaYEX@T*Feo^97PiNk5dIAv
zfa?Y}RzXApN&8&YaI&g~lmTc~vKdr0-UjkT@op}YZK32;SpZj^80vJ3bnuJHp+~sU
zr8kwT=O;@28hCqrGAzwF=A^um8b<68`J!UKcAAM;R7n<xG_`_03Co<uMpm__zq#Ab
z8NSH0{@ngMc_GXlDPS=h$5X4@=KI!nu2NV1ZXyzo(6IG2lkHQhn)!3h8Q?PiK*qxE
zBjQ>(Ey35&0~1nc$GjeV9AwBtt;0Xd<=k8!Ptx>25j>ECCKf@UK!old-&yiH(BoFX
z&-txbiP@sv-GO2@J(S_T3q%SZc9w^+C6W6s&2+Cwt}f0~`&GVX<zjPQ^hCGrvLudU
zRrBZ19ah+1+6H%&ZwNCSadz?hX@oU*iY(eMoUo7TWa{@py=kqYMx&mUCEb0Z18A(@
z@<CVd11}J^F{&sHO%+IVf58d@2Y&fwu^_0{+X9*j=>&(f)-n7MW^a=p693NGOh`oQ
zHN!;Ii!2VS!mmHnr0P1vhjJR{^Xf0As>gx^b*9%HR&vc3W%@4mXsjy`f#<UyL@`N}
z;EsBb{{4McI@98z{ifQzt_E-CMSssdsSwNIAEKhK>DaD!Qlp0I>S<dBm9g;Ld_yZ6
zl&2M;it{OL0os9h4#(|6c{A;xRSOXh{2-WKk+1l<;xFETuYzZ|ex6TpO?mF12|}n*
zjz@r-r$4VO`6z4sF|$vz((1<eG3W%&u>}GMt8pm!B7EI8b3EKpA{3XVGs~jjDYuz%
z6sk4+0?VzfJbT=|lU~|j50?PE+fQ_L3VYjBr?aB*)XKu`ZC}$fFi^n;7SjqB2PH5x
zG_MEpIpFmG!2z>-W}3-}kOulYl>8D*nrbVuZ>sb>h|3zn@qh(Z3TN~OhdB!Fr%CSb
z3dttLveq-mOt$}E#4twj?cce62Ms$nvGRQv`b`vxz<lKTzZ`aJ@&_QQzcr<98SvjL
z8-Bjw-<1zDw7OnCr_+h&Do48j7Rf(nT_A@VfRhrDg+*+%@g<Gi4;W6o4`Mn?H1z8g
zuU*z)-|VY7r890=qFEu;KNCEh9xlG2Y((9bSL6S%dix;)dm-9(K)qu)O77}o`By9y
zlLBF-Ho91(v4MeJO`}+)1kRTpJS=uxi9?q+u7>k;V*Q%r^Y5R~*=}pIfM{Z5vr!43
zCxmmL(KG(T3aMa%PL<3OjukN$e}TwO7t@yw%Jwj3r|=c*s2&S{G*f8m@cHIS{+GF^
zRQEmHZo#S>k}|n=UKde`$_*5gYTY4HaDN%vU#FN52pjBrO2WeisRBU-(N>GYPk9C2
zhNfq`CtHLnfZ@y$&J_)ypA2#7G+-k;EN?S-4YqH<lA!oyh&2?8j4uKP1!a0W9#W(+
z6Jk6eri&cZ1ia9@;0#`a=g=w?@Q(?(8-fSk%coh<Ov$^J@CJbK?EG2IXU|3EnYaSb
z|IEAPTN`!4)sJR$A@X%w-Rq)|yUaIhQln+Vd^18VM^EHv>)YGncZ!8iML$OoSIvxd
z7e~=B+9oi0<5=WLt9P-C4!W7!+L}RE9<{<FaVM@T|HstYSKB%}10=lxut<>C6o%v(
z0U$-<6mVo#DK(EBTtTwp;ndQANb%;LooO&m&HqRimsvi4u^jWVqlBSPslJSWuwH2M
zp~*=4U_s>i`11vIt6yg`0jvRBljxUjg~1goIfkk8&O~3NO$pn@xp7j(>?KgesVV<>
zu|Am}JH7Gk94>8&yRTnXg9%3X3e?;fgO->ELRF+bb7Zu;0yWD729mkVtlU4~s@ZyI
zs^xX=0Dzezax0nyDIh|e0SSZlS$8Tb1Aa8{Zdtgub6Hx+Jb0va8lyWyQ``@I=95`F
z(a44qd%UM~&aCa?e8FPrSX<mSFMnRewZ(d$k`0D1M?(UeW|9{kZSNdyblq(`?mc7>
zO>N8MX`t-VOsrvvj-sKH%5}whK9{;PsBVR_1<{Z-eSse#b~+Lih}!^BfIOq`<;-9F
z@M`=smB62@=he>l6AmL}(FSH#-l}v)eRi62Z1Bnp@b;KIAN0{#n|e(aJ!4yN*yHtW
zZ7VKH#yEvkw?Hr@Ot`uv{`@!%VJ~rgu`%vi*sVJnVlRLoRBq;EbmZw6qG2P5reW;7
zt8+j7UO*#+*YyuW&_5Uwk(2@0fL~=QsHwHXWVQ^EoREVT83M@~P?pw3VpUxaU3|Q&
z*+rQi8^y)Ne;oja7SRzAwD<e2E`M&<tt3jNoWQY-0gcml>O+w)8)Wc&&Cym=s9x=1
zL{tZxrQ^`+o7lDok&yLt2IwBjPOb+&C|}dezm`zmb%XTiwCMJE@omHlDa^mmyg>Ef
zIa<Sshl`Z+qA}Y|QiQ$a`|0zzYquzL^S-9Rme*zZ_WLacmxoNHkqAPJ@`;!7LfH*}
zgj|O1-^$4O{}@KyXk-DuA|VeA`2G90{(()oI~W`}B~^-F4`hxyKxCzahKBSYLx0jI
z8XpLV80e3+7v^yM?^CIqPhfmGP2L9XH7qvvP8c!A!-zmq!+}#_yjh@4N?SH&v+a6v
zHO0+@eF*{<R7<bc6Kslz>gCL~A1_ha3LX8Z(k}`>TM<SsAr4+|^X=6Mm1_$+qqCRB
z1-x;rl;B~MA$#<-nyT$!kw0Hl9CezGjzUS-27=akOUA7mu|SX?0LTl{s13prWO&gr
z2siFPBp(_Y8e(pK9%T}(GV~!b%0>{mzJ-62FnxrZVbI)gY%jShgQjS}l-yrptiv_*
zXQr=~b8BC4{&cbSdYgwCnewl`v^B4jJ5!#0__DV~(+`3j(Hn49`zlUnOCl-+5POzn
zU0&3CRD8t;RFG~W!}VOQ-h5a)utQ%*R7^yP&@v#1?bD}wjs63Q!OLi3GJ3$@I;Wij
zI<pPORuq>1+a&oW!3)$$Gy+g1CIbRT6k;}m>usDacMO)tD}AZ=4dDE=ZwI&0hs6IS
zm9zRQmAiqI%DrCsH3|v{QTK5%nU925Q7jSI@ylNo<oDBYx9B?Ggyx}?IYpp&Souy4
z4e;gmVUb8wty*ptQ$Ak%z>Vk8)?Bi|d`n29Hcq_u467%3-$>kEW?I{8Nm?R|yff%$
z#>0#THNozqg{wr1IyM`vy7ar$i~=WGw^25qj)Kw57|iJ7Zksi=;RLNDPav-Xht%t8
z%l7XFC=jcPY{!6LqZZkrSJ?l{8-z5Qa8^)Uao9uxq(T+iR*kRbq;KB-=1lB<Q2yEJ
zk7GkR{=LhWQ6&QiV(yATR^G!6!^5t!X*$NM_uPkB@HQ~U)dM*ViLYJ8S4Bp9j;}G0
zO!3DWw;uj5;=T9@#?PPQ3O{rARoAqV#2j65NhKXMj+YP(4A~l|V`m&umsW0(1)?<m
zw#!ZJDJq`Mv)p}L^RGrqPs5@xtG|1s9Zl9+$wjUsS|<AvloIqkPTjbS*mt`e241`M
zzYw8cXFjzhStZ=aDb%!0CvKS-O_3il{-pfT?Mu0Q?Ay2f%bK%u=V%Npx_Up*)|Xhb
z&t{}`LwrJ$)U<M(TZMZAVit63&!s#1RQIMHDVAacm)Z^JM-nL~>~3tX9i^=tlk;Pn
zbcZqUDbc$fCO_nPF`-yWW}`_oy8rHQonkn)XXsKz-H`vyY9g=Cm#`gee5LdJPn<=L
z$|FqoA9`b4*t@0`Ue*-)`&8Y`G#_&_zgg27l@~p0({PI8mZz@RT~|dEWI^e1IyPj)
za#(|<SXzXpUVdR^4CyLIZAM(oQ`&}OrRmMAJ14o3?Lw}$ykZq0^kaz*F7yf4sE-fq
z4v1K1D-;z=eOivmY>te(@C?FU&D`eS@c6hZ;uV0?vYVBKDWE$%ezLD{bt{KJ?$xWS
zk0I9q^jzj6wrgI>*wGYLAO5ADeS7T1`tCa7;VRod3Vm2|WuV54o8Wh7Xnk(;<oecv
z^|70Sn!y+zk@(Vb4egN)*ZmsTUpr|;tg3fg$0{sC>+!Yo7HiU~+zrdHO<T2lHr}_{
z@1ZJ*7km;Vv2}m`?oV~$?4J26q0kPWlwpVX%K7$?ZA4Y)Os<l8bidtu=PXNfopOfO
zRU484OSf0Zbt_w@l~u?rXqCsJW(epOi&;m-i)??nbLS6K7u*$^17>DL6dpZ%S#B2X
zAs5*pddekugo#wSA7(NdOKb*bgcx(qJyeu5_7|^i8fSg46y_E$MYUGk9pxcwy{O2L
zQ9le9=H{&A`moR6;M-x^P+KBkQ_fs=Rj(%KL3-P10@2*Byd+9QN3`3gc~E?zR9k)D
z-<(Q<MzsR4x5~@6<CjCc56ql+0AEejmL%!@bG{VxYrm&_D&t7ltQ}F;MdYFD#u#3r
z^57&|R%fKHX3U60gO!Z(^AH_Z(S%G#v^F*PM}lfjUUw!ZJFN6*lQMB1UK|qDo^wtp
zA8hezmb*w)=@0gF(9Za@Mw9K%&^~s4Pqv!8oFcW*-iGb=J#wijQ`pI%Xga06A!U8w
zH3^<Be`Yq{IzoFqV8pu<u4U@<b@h@_|7KDTuV)+>^*n#P@>*w;%ZE?5I5;?N7md6Z
zEZ#BZRF@hE88XjtxA1<N>16SgDpY3FPfT%h)b|<b1Q)%~RppUiIANjo249=>a_UQX
zDHjPzm1@lJaoygZvQU?+;WYa+hLqz--?~Ggku#UktW+WM(t1C)tKj4F`{7Rps&G<5
zYPrH~>RZ=#C7#qrdZ87mWO`ZLopthUoxLwybQKf-SuH;HIrDIw`V~jWUTRRd@|gCn
zEmL|3XfXPKV0;>SbZ!W61*GrczCrq9Yj=>AEBH3Hp(JhxjwnZ3Z;-wsq)4Z1+&1`|
z#s5Cx>2|pZ_Z9rC>UFdpGV)c5dHQYiAjdCnlW9tLk=JBkig`Phk?_yu=H*#mwD4_S
zjk9GRZIwb!3`FoqlijQvTWzS*=lh|pKemWfvgdJLQq6iJIS7_ke#Q3#M${E{m^oFP
zRB3MPl(Qk1Tge@F9xd5E3s!69`%}qO^4gd!w)`aMZOQ8~O3rVC7N?05{<X$s8H!`O
zn|$lv3jss}ND1vn468Bu?tNL6h?>D|$E8n?1B7mrymlMJ?H3qmBET8iFlMNA5X})@
zHKkIs84Xm+Hbs43mFAW+8k=LiERsI7GNU2swArI%fm!)o(1%{i>lJ?V_*A;m`d54r
zGY^ZqU}ky#{KlqmK}?|rM)wt>Qd;ZJpnACu@!NRobl)&ps-%g@XTLWEODODtL29?}
z1v4v%_5t_<qo6+My4``*;z^Jpci(#Ak4cwAz76=vB4kX>0P}}T(!hiP;XkQnf2oCf
zB1FerJA-^kc)d;c_4`R@xx6-FKfdV^^Gb(~`lLFsHNJbv_g&%iC$k@lD-)X@HBQOv
zYAhN|*k|XedNdlcFSAAkNwHF|&}dw4+#O7JTb#uyjdfXH5yISD^DtSbb=;Zt@}yy;
z57Zrski{}&i(TR?M+>1O%BgDYqvX7sm184i@ess8gVx-J6_cAKS3B35eGL0I*J6(-
z#_Kp6CwtHWu8H4~!TI+3y(p;Rupm_njCsgVP-sICwXtEfv9Uq=eaCHD$$)YECht)+
z(us`c0=-HH<Oo216SDN>3=)*)meZ4{g=z_z|MeZli^71<>t|@NM&p_o+$bAn>mR#}
zN1|9HGtP8mer0ZbdxPfC$1X8XQNUj}>|%I!&f|jjxX7sQB&X~;<TWXIpgmQhJ9G2#
z>y)=Dq@-_ZfwN7DtRyC4WLeDpa5Qg@Y){4wZ;1YD-=FUDZVUCxC&7Wg@zqt1ISeg;
z0&s|W8K3ZC=Ir=Q!aZYEKVLr*fRz+}fP?Z5pS{V4(cyJRWXdG`Y$L=TBEO<O=K(!2
zO<dEP5E4=+oh0kakNKu6$n6e~tw9(6=X0Jlm8A)6S>KLypAy1VZNwdra8E8Kxy^QT
zH70yg$nw0R+uTj6b<*|JD8s2q6o%iV39g^f*~8l}t|dupEx%B@8ZZ)QI>|FQ20<q{
z2Rz(z2`}z=*cnUg<wl3g99Q09D(f#>r+t)jc=Q(t5KY|%L@!+7ci)I`-}V<L`tR;9
za0T<ov~v6`7>@T9R8BIT#?1XXrhI;;sx^PwKk)kb`J~jT)!=LMZVx_}$;+IR9hycK
zXSZ$ai;Ib8<Nn;Lzl4|~mbtNDO1tjgsxyDcue!aDtsQ672E>tiD1I&|YWsd)6?47*
zZm&1f4D-eq_ER<N<0tb$V*;VUF(PBjyl$oxL?bM3|FXG(5-DlOyV|7npsT5eSypE5
zLw+A8Q-M)J>gCPLsw^Zj+FR*}(X!xqfrg&Mob)X77!p=_EzRMbrT<|g!f`)fm^%Bs
z!LUj?Ka)Um8g`rPscJ^>$mUshh&G!?EB~IfPE(0yzG)^tF0Wt7`vYq8UGD~W!-Yb&
zDaY7GxlPu8Y7U9nzfae<@A+>!msg+fG@;~YG;2KzsV+21xNY1>qwLece~z23jp1>r
zlI47Jp_}Ubm$=92wpV3b3`5>`MeU1Xs-nQLZ+UwCZ?9;N#6*#ITh8C-YkIa(uUG4~
z&TZQlT#YWxvh?*JUg(=c7ttdkTvI(YQb`pa#wX6^Pht`bBk>8-05<vi`uXecoeya<
zQ8nj}5+th?o~&cE8BA03<fzgB0_TW2w{fshwuZV`jVN)J(5|+9=mwz>)>SBh6$^Ji
zPdKW7INdJeCBe4tp)sSQbwIggS+=t#rfI#YHJi2D|30VIz)$dZ`;xFDRhoLywIF5D
z)Pk+@d-}>K_fI8n>_09T@ugz)4jX6e4B7GZD{A=5pMdH?7v3NwiA8<ur<;h&rsazM
zXl>!t&_MZmuq~eEuPQ{P+9}*Zed|UXY4Gk3l!I|whL&X0CzPP7YziPZ@BMXyJhZ;U
zu5>GuSKZx^46nguc2ubNdKrtElgq@+kUh0sk7TwZ#^U%OB#J)De?%#tFBq8TrGfrf
zJ|@<}2uG}b#`h(!?hJA``1=ZZf)s}O>Kl{0OhqwcCI}D8OgUz7t{O~W9xYQ$t~Umo
zi<e|83Y0d9ex9(!xWim0HLPm<>(8cF<EwtLx^vpR;WojfY~9IknA#(}f}eNC)6#J*
z%V5El&+wEGy|p;yaaZ@3qqq0IB0c359gN+hQvC^|(h-5VYkv6XF&Z*ctje*w#5sQv
zNzu7i>FMT_=?JGMcT_1XuZE&LJ_<89!M0E@k~zrp$=hI@qBvwsjh9O=|6^H2pdS2y
zvL&SX_U%{cwJUleu0mxp+RYnldWcTy7@l1AGECC|kf=`Qx)XX<->_51C#;$=BkC7e
zbJhfD$H(lM`5VCxiqNdX4R0i)>XdhgE0&Yxp5Xk8BnOik4CSAB()-(Tos@6IZ+i4v
zS`mr;9_Hd)P30jGx<KWr!P#4O;M}XqXelT!EGlSeQKAp7oc6wZI4i52Gtr@KeD(~S
zDtvd7xwOtjth(231wa%Yn-h+3*YLYm3!NSu>Rj#T1cLBhDzhQL<pD7vf{=6dXF0av
z8uOzEbG@vxv4CIwec2ZK$AL^?rP=$i?jBE9TsDjNXkbkyJM{~!!64c$pU_<Iam~qd
z!t}-p<^kvM^|Q@d{nhWkZZm1gr#Qa-WAEm?vpRL$-)aWf3;Cmzqm$hF_>ub|eUvm)
zbr&STmsMz?W2curvurcJ7^x{KTMbK}suVjlY54XdP!}E?QXlPv^QaRYt+-%&Z2nt!
z0$(8oYtq9zE_Tb+bT<%0mZXbfzbL<6Q(z`A`f(cl<3hXUG}*?w`IJ-3fFGKLo_j6n
zZaGVU&@!bf{qkYCe(T-+8Cd{IFE$$ovWLUh8LF~n*<>|;C+NiaosaFta5@O0jilAi
zPWV3zH=BC@+!VA+`0pgIC)1W;W??+VqUCy0%0NtltxeXr%=-lAzYCQKcXn#fXoUv`
zt8gVsoKu|_d7~?KmM6N4+e{6{eY0RE;o>_Qr@W#MhiF6MWiL7|o`3qW6(S#4Iqkki
z#`pU>j+a^uf56z3cJo{JO&|8S=BC+2r`Z*hoccE~Qx&asSU6+n9O~i}vB5mVA&aFy
znB9d%h}3#g^0E4Q#O)#i_haa|+<2yo`@2*nE|U3b^jx_#-u!!ieI|6efC3Q^5LjEE
z@TocfK@3Mkv}^_Ee)mLI9h<HRzGqeDB>WXk<B*_f$o!S)!QLV7RwsMyc}!Lw_4Z5v
zOYEvw47di|%k{WFU6he8CetP2QLR@yN>jL&g(Rouzvu1e$~V)D%9EBqrG0i;K!RIP
z9}!`)4l!9Pfs)s^Ex7ICB#Ig?^f1z+BSZ7^%Q-Zp|62*Z)e*i0&FK!3Ffi%_b&91l
z6tr~3aT|kY2wC_vdfu5NOo0@XUjk`ESdMewHW2b3Mt)nF$o-L4N)0ez+X`LO&9(eE
z{loRBr+mji%$&b`JK!!2L*e9wY?^@>zzZLbel}u#%%*jyjOCeCCcn^2U{?KAXThjF
z#Thf1qmPgni&3Cc{pF@{lW5Y754V6b?m`mQ1)@lm#C*82rU`XPGB`pl-4rSA^Plnl
zMaYVVh*2@V@w(VeLSn*Tn@7HX2v8g;G{iu9`;k9TLv&wRL+-q+A6Xv{QqmCm&4H}w
zOK(En5HxL1>2&+eV(I1u`9Hbq&s3a6_wT0X_#U>3nC3bOCo^cAJ`{a0NbBD@q(wCw
z>2-7vH{nUL4QW9c{umCYjg#YemT|T3rVbX4+bso(9^oYR--$~TaQQgO9WGdBT(nyz
z^-Ow6a@DeHMNkRwCZHs)2lp=Bi+?C{)8c*%CMp=G@@f0Oj{SENb39~x1Ns4W2#SGb
z7_|&{2o{Fc$&VnCN(g4Eyk0e-m2=^bMbZMfQCDtd{0z!buX<O?&_1QpMQ&)MQ}sIJ
z{ctTpsPZP{Q=Uh8Ot19Z<0yT`YH+ryZE&%xIOTbkv_ZXbFlP2UppJ3mbDJhb&i$(I
zm~V9AV%uijY<2UZ=8U6sEC@B|f@}vP$?jM`;cxhwbyx&BR^k{z#WuSgBKg-;kH%7_
zL{y0p{#BjIi;pKgKmRI8{ujxJ8~#iZ1pCnt3n&NTqoQuUU}*S&2E|73Ees;UgI;Nm
z)azv@8R|A)`Oy-xj7iE`==y=%6P-dsDKXo`F3PFv-Cb%1#8Xf}XK@pK-ui(Gw+tAF
zhKS5(N6Vs5KN95ViyZ$6Vdt$A$IJ2@ZbSbRRp4@bA-Qh;gb+|=(G@5_z`bqWY|a&a
zo4~tYFKzfWy0S|HW!AkS6so^c9LT4V1ZG{QXate3mUUV88Zb^I4GB47P@vKYxlqs+
zX_(WU6cy#zFuT0GTx$`~nC$mf77wy|TgP)B$tHiQzBIo#KA+&Puf8XAqV4EdvVq=l
za%Z@<hUC*sLSo~DE~X(-?G18<-+w&W4p$)LfTGE|;(E<lp=%w@;bQboQ(0V0U4^^g
zyCOc0+2a?LdUO28_B)bnPDEGow?1_>mE3s9LI1to^W38=)pMybAs#8uX{|EqqVgF|
z(3H}8$&=iyN=(j8U4$0gkv*k)7bT!k&f(!-(k9$B)wlTu2!P|jMgmEwqM_u1nG+jO
z*Dwb^d+X{sN+4WfO7yyLVI+L<K@Vz<6iZg2e<&U_JOkgoOr0@^n6eeziZJ+cLLU?l
zpU!IBUYXNzi{W<CinJIr=u9>qb&J_z60M;zx@Fdo*A%0E9+S;mQT{dM%b%0mGn320
zF`QW^6saKs*BB?Q{=`ifktXh_v{1VdkF6n!rn;!Dg2~)lF}*(%6)mM7$Gkq!S6wut
z#u6D?pG#eJ+{tk6dQZu&L)}9zDQ`nq-tmLfd&E#rN$`T?err^0M)<!>wZ3u_$?vm3
ztZTTfm++8cLu!adj;ILa!y$9AfXzyQXcPd0w?Jgymn?z~yl4Y><6h!~cVslJJN~j%
zC}&ok$*&q2Obh$+Wtx7>k!K4lJ*{T-h0<CeN&QNMI;+$`kG{XfxI|pE7Nya}nOgHE
z^Xa?kNC!frwc?|X1h`y2ar{+x$n?WX1R|=X>)~X`*(rVYL+>kp^Z*Yik0=%G2xEU<
zaK?C=*6%Tte582gLKb{4bTanu*Mu9MvYgkfzvV0dtq5<S)zua}5Xe>mr7TToOj{bv
z0ih^lh(K0Z7|;&AkfVmI?MC(p;^E<Cl68Qc`mZ)F;XlC<ViYpG)@##dz?FS6`Irn~
z<NA6<8sd<-gL2h_!6DIkw{&(kKb7az1^kcxWG;2E<TIU-lzLq56Y!#sKi^Hp>977n
z8$>_nwZ}TLS&L4Nvn|}2I_9#7>$(ujc|qzRw_?A0(vVPHW68}FI>S(x?S!#G_A8_~
ziCuMn!g9P@q*bcd!vwFU$I_4UyHV^-FAeq#FVN}GfFh|Ud?=fvXL{Gq>;@{Hg+H@y
zJ;cFGT-WQ2(Z#~gJ~A=L{d;`p;F44!tp`If04d0v3EM8tp)DBnhbnqNN?|wSN5lrg
zR;V5B24G)%y%Z`Z2Xf8I#voWPLpreU4HOcYxlh0hX*YEd(S2HTC>}c^)^S6ypzK{{
z=6!c3;cWM+YV$e$;qFQtb<Q4(at$P@G6y}qd5n7FJbKq~S~Nm&2)sr=w~1(<wRC6e
zX{%Npv0QlC;9M&<Yk8Mfw!2$a<=*=Bj|j1g2hm49(V^q<k_w}~EqFj>keVdOI-{go
zkLjWoAonq{WOoq<XU}pa*A+(y^bz^zgv~%INZ~zlk6WWc#2&e_rUL<pe;UmXK%);c
zKLVn*j?;vBOS&%i82GHrP~MPms~X3dM$3y8Hmv(HZ@!so7gw_G#^}9Vc%3w)sqzyj
zgfx>GN^R95b*qOLvQGLt{XLS3w(r`H#+*ow>=lo__qc+C#sVCsLv+_~l)8w^>=8$G
zR{FWo(b?OMZYg1we<v%w8<KeoH+-}}rBn2wZ&*=X3~^|X#{m`WiRLg))tx8)9n`_s
z;DbjP@JdQa!={-4I%I2FFbtA@0w0C~(X}6@P9hZg|4?{-nf=T&b&*^2?vCvsFOB6K
zqhF8Z8|f*RLutbDB~G68cksq5oS5A#tH@fT9!*|}`;bbLc<<z6u-OUj>t+_ri^C3~
z#IqBp!gmmF?xCP}G}b&}YFPptKjJ>_llSqx1nOb2gc+>+cqxH_5y3K;4~@N8xumkq
ze?{9^l;Y$4`4UOe8AHclcZ)Pz?!U9Nyi8t+oDkM;AShZ5qcxE|eUMKq28psDPI|!3
zUL=1E@}>~gOGx8E7Nn*^5IqFJ*0nIDM=1(FqIU5-E`AZ`N^bD8Lh%6uso&O&;e6Z8
z7q>K6Yo4{e`@?BAY||VGs{k+kyFn}2oHB#v#5FzY>RooP6XzUeRb1V&ojtJ$m)$@8
z!+Xn)LN2aoVlE+)>++SH3P5e8zHQ>b*|i`!Aa-o!Xw+qp<%y2EO_2rMJ@OUbz|nBU
z8AK>90E68Cu_$y}3Y_otiw{&ReGNt?Pa%*VS6PAWt4L=cbmr|0+!6MKu*?tOYyKD?
zF9lipu+iy*;|n?=m1D2t@`is{^}N3mC!g)S7&qDL$V`=2eb)5hUD1qBht8(tX6+-)
z+>=|QSXl=ySdG)uMW1XaBzw`)Qp3(p%!VNntE=@pZuD3q{|m>RzR);2n@W%Q*-FmE
zUq$>y#@n7kE?#Kl(N1#fX-QW4zp*q?$)h3v`_VU-?^gVS7J7A5f!Krc+Ob)k1GjYl
z0}`md`J&~6%NlVL0|OF`jYCwCxs$cN&D-Oir|X?i3j?d<M@T{)F{cIx9{7y|AlN4F
z8HP#lt75Z7rE!W)s&Rbm9}B)Un3uC@G>NBG(+H_LV(i?*4RrDP0roG7UC)jo{9R3e
zJC-c^Jx#fpvf9NgK{o4KijsUwD{`;%Gv&ecuER*qP)wsfG|lG@YBA@1YB!5I#9#Tg
z4x75EjTcnn;f7zkrFmcXSEoL8&-G+8)%yXhilVVpcd1$at?Q=65%~x>Cbs}}oT=&6
zm-;;NnGz`%tlLnIwp8~+6glMjZCX&Z&r8EzBf0pVpQ-7!V1207hNbi7)1Q+Y6F4v4
znAN>mn8<RFf$$B5mtj`Iv=99v4%78Fdm*S+X|+e5tl5xBE3w9}jA--6`gTY>OYHRM
zTe@*qR|X}o3Lgs3o`V5yb*a6(1D|Ubi|dVsu2aLg=PP76bd6JgUhhg{q{PG~Ad!(p
z6@#%4`T78AC<x-_?|IVldn%Crpf;@%s*Mtz-V1G0rp2mPx4k>7nLPilWIdtWo9z*~
z$Sy!$IO!gIwpo|n)k>j@O(!gC9nIu$!Z=W%V|NY5Yn#NB_hD^eNYIRchZeU+-TY47
zqSEO%uPY`45B-aBmsFOMhua{3Pr#Bp>gIFWMiy&cQW_J*ZajlVb0*nA=W)w%8RL@C
zQEwlH^{RLo%(7FSl8)F;qilkYY6ux|I^tH-mv2X2=bWhul4}?m(wN9~-@Wad(eRV9
zti!L>;mp)9K15!CiAINSB_=Byvr%CmRpC>!_kN&gLQ(M^PYFZOuz3uF6xz~uxlJ?>
z4Jzx7Qr~vUfz4rw%SRhwXdSzr_aXF#`2p2NV_~7lP!~znfc@USPm7(!I1>%I@}oTI
zSX2Q;ZPKCv?`E|NRgy8MrkNy81;5>4k!;^*Xmat&&$3%Pc{`%y$Isck`AAPN{|BVP
z1(3=#RYUcmL3ItbQ|aMM94~z!Ha9jk{mRvT*0daN9Oi&OA{Y(atJBg-qKblKu?*~=
zJaD8^m(r6E!<T#g#XQ}&O)sKUm!_AkJQq7kPTdWkD6u<*F8z2UGOB+-?7o#GU27ob
z{63*RI<0SG??@5{i-aAV&D|XjjW30457R$Yc~S5#2bAKhr5y4S*)Gfv9j)+_rJe1b
zbYu=3M#>6^cXZF2Ihku#ywB4<af@6xKhW9m+$@qbw3~8Cm|Ez}F0^=k$zDEP8$cgf
zW4F0}+ra46h~r+DQ=i>$o+(eq6RmF(Zt(vhEIs#yMO$c&4u-nVqK-Ff6b<>+4Q|IP
zxV$~d({lGuFjH0>DLot^VsUSH6xn{kI>W}2>G{*WO`GP|!Cr0c`NXQHVGDbx(g^nS
zWaz~rnU?*}KcQ3l1KirLMsgiOwKNVS=1XFP+>eCV4%adZ*Tc*#Q>Tujj}C%u?VM*1
zR<j5;9eU~{-B-D4&#{6RSa<i8GtG$z@jEQ?>Xb9gH-38+c=#PwnVfp1la*PNC8rQO
zwF*YIPnMs%k~WJeCLWGgT|Ql84>&o%F&}FW2pv}j%JuTJr}b)p-|2y}`|%xNj}wUE
z`RugxbD*dCRmNITI=SxD0`RG1JQwYs{_r;#loaNua!dqZqJLT3GT_=^o(|UTCnmi8
zenK-5!QP%3KKI{|P~jc&A?!WKAt~^P_si%#J;->-6>}8ls`CL$$PqOZ-P09qK?o~R
z#EOG^6J^L9WoBD3G0$Yg_TXaPbNo&K9vL-$Y10C+KQs)y0kEKy{)2Jt*kenZ<FQ)Q
zvF4q!V7FeT+OxMhm%C%EmyI9x?z-4YUvga5WUQ%Pl2o7{$SKLoJD`FbCT7NVdsjK>
z1dq_8rKG-^KOl$1NrCwGQ*%EsvG~L-#q#ARKPC7#a6FR$DDj!m>}H*wdw%G>GN;c}
zW>0CixgA>ZOobhN&OEl7bMp0dT~t?}SP!(`!t-dbyJN{6n^z;VP<Od5?TUyx;!zVi
zB-Qn~c04;vI#jr>Dj;l!pXE4z)c*CU`B|Fs&HHgTO`gsBil)EqdcHv_(zN}N>%*JY
z^<0i-%*O|{9M~J<j^kX^MX}$HL@8(SLg=j~&Wm3s43XbeGZp4w%T%)njqkg0uT;#o
zWVEG3hBq_YFg^D+cMk+;Ihz+ro^n;yj3y1(Hth-H+St&TuWma-gGqzhjKxtSp8Tki
zS^L+R)F|=Dk_}I_l4mMc#b0T?;&~wObu?-JJJ08`?@D97T<an9FC^DRO<vhYT2Rf>
z)9`dDnU%~6+N!1J#|*zN!3qf!$YkWI;JjZ26+@7u-AVB6bLMwd+pLuKk5!I&gT*hC
z#osGo+`N%<U@W+^C_sO|K+Qs5om_DAQGrK*{skjB9euJ(+Ih<X8Dv*VOqHUQr9`Y1
zPt0w|(p0+OAs*>h_hT%e`{|aqrx(yOGJRJ%`?s*$uCUyB#+g_ykrEjd^$a3u(YfNd
zt*ALUOWsm_TtQ|XfE5FQw6ukZn2DX0o*1ts&EHzt-k=EVOdd+=ZozYm_sivWN4>1V
zm&6v{<F20;Zrlp^Vf&}KAORgafAek7ZD#Ea1`K}vTaOamu+20yCWNMMWRJzQ+OcyN
zSli8K_%K-{{rp0Samwu~{NnZ0)t2#BHDV2`joZ1gy2NV}<%!y!XNm7M`O7bkl^MEb
zg`Gx8vd?GKDe>`uv+-V9cob-wC~7Z{@fBbFR%F;qQ!Ur+yje|d({bcj{P5vJ_nmf(
z+iB}x4}Y@8bJ;Q`hsz<H1+FDfoWBi-s&3YCWA~P=!+t|%Okh1&u^9hd{YF028}x!_
z3xQ1OwY42kkdW+G*xn5KJc({`aboeM0Z(}J|2LBAE8w6XnpV<Y1fFQqIX0f^SQ^iH
zx=!+*47a^2)QdU3mF=2d%?Oa*4t23$R=eH2=k`PNM3-x_y2)if%&9Lns!SX^9z~Lu
zp7xi%f2#GlB-YC7Mc%7PLF)HePpR586FM$#F89ZyHuH3h4}0HT{4Ja2=XX|Xja}Dy
z@pi4o&3(RV@ce09V*2SpPxYCazm{FfM?A{DIWeb=CsNUgdwi5_bB?Y{czQJ4nW)cx
zp=eih$kq7O{Rg=Jh5<~1D&Kul1J5WHni7_|OPe=RrV<wM?z--AZ~=?NesMiEuA`$;
z1F=|lCAnaLFDX60H#$3?nz|44*4M$i^iHXyh`G#H*~n_9Xuz~waQ;rv!OVRPe0(2$
zee#NK4Q&_Lfl!D_Q}izvV!A$<J+Xi-s7v5ye3_Qv*t@jyc*DpL^Z@af@o@?nYd<rf
zMe1{=evXR)@wH7Ujm{W(>(-<j#}ua_F2zg#5h<id*5X>J-iF2~<IP4}lP>>9L2kUW
zA;I|+tQ0U)F?wMc$$B>iM~yz6S!=UCDS7GBT%ZrW<>M(2@t1L24`kdCFYJrGgrv|^
z{je`Mtw=VR$HZdCW*Mx=?>1r0{30I1pp#+nDyO)um)0{vw?~@zeqiwEnPPSv|0lsI
zk7ue{8*;5`jvFneDJ|iA)19xo#F!x~7!1#%G`=4Tst`pFNkgjyp6l`m(wNZwdjiub
zfl;{oQdf=7<G_A*-AZz@BTT(jpI=W`_a^p_=rV|)o;Q4+UVl_}f1_zNDk583cKcnD
zsbk|+?btTG<o#kNma)*HFekFPXujA=6Lc%)Q5iYEGGi+5oN=yVLHuiJTLW_gbLG`3
zj~KbwCjv@SH_N%M25?WBekwdz%Z$j*5Agft@bkJ1i33;HM|Exu9XRg2pV<zpHN;mn
zty&gx=V0xsxq$&~i$RYf@*4>_|A!<3leh%xjmg<BvT81cdirBEn03o+j8Rn2h|Cjj
zXiuUv$IcrXk7H4hqpfaFEgS-b26?dtvTj5I<WFT*pPOt>*3MqYD3L<xfN-$WR{hSz
zZ9a|K9iF1t7d@{#EJVg|$yPp;ZH~}&p6cKW`WMd?%jH}T-tqdA%7xjeGxZJYtk#6d
zC$BOwZ0q_|fs8S>{&_XUjS$&6z(vwd!)As<NYS8)wbS`T7u#~`UGwX-*&pmdrdmRr
zT5{G8YywLE_eV*Ek0QvfLH@3GO1iB0f%ZsC_vsy*iTM}?Cg*j=x2mBHJywy?e%t}U
z+5rcRvd$r24Lc;f)@<UdoKD*dr#$lH8yd7r4R7x(c(1z`7+IxdBz+VxY6%d%Wt;!L
zqpD;N(tY^$o_}!|GWuX7D(2bpWRN+&aT8<lW7Sj@t+V@T>E2zp+&me*(^v9L<yX|5
zA0(jTASb^$9=y@g#p#2ba!n@3Y)xr<J@Ki63C&Luyu}uM*Z=CHz*FlDCxiW;k&E|E
zeXt_dnYJPg4-Q#YK6cP63*?gvol+T?(=xBxV{2^D`*QMIUT%zQU{`NlaY^dhii|bq
z`g5^~{dvMUWl9MB$I1k6b%72^k*Dw*8|OzBsH1u_8tOdvV-3SLHO=&anC3klB(E(s
z3XYw&-eq;o5%%L9F;}him3~1~<TQJd5@MxR`W-HY0h=yHXm-ynaDq!(xE&f##K$7c
z&t2$HTMu{0?0EEfiVg6MqHW#}{<ja&gK<4IF<W&T|JM|6L8L3iZ#SuHRbzzxi)+dA
zk(j7ZxJ9Nq<LKOxUC(l0)qB`7%apxN$3V5{gVW}|&M9zwT)Pt{<RRg@@_cQ5^mv{f
zS)D0;r@B;!gu&6^wB6!byyY-YuukVO)0a*sMh><>Lb9){n5YU^gx7E)au}kER>qhm
z#_|()q&n_X<L6ZEe;MnQOFa-y(Y<mTT0=^feiOK<5QluFEX})!{lz`?p>6KG-Jw#?
zWB;?do^0=5D>sbd@8I-)gQaY&>rA%pYvZVq$`&<4r`!{BlY}QW&VI`*H`%AN_;ot6
zcM6*}CjCnA`6$Y~z<|nsY0cR!=mrdWKIj(fLYEkFe;DMRO8B!y2UvNHwUS_z7TI_m
zFNIwX4JyLqpOAbsy@!CVR^QgqWkG5`CSz*d64j7jW{tEz+wZL(Iz+bXsXgd-*kY-~
zzVpPu{V8&i>*G+#RvO*k=<yc=i!Pnf)Hesw7Qe7)IqwdF`79!<n^r&mg_?+_vI1ZB
z;LXmCt%{%nbpo5(NxNgKvF)g@+->GWbuF6?^P?R{T0Rvmt}SfhW1eA|Y9;T7OxWtX
z3zNQnZK9Bhh<CZ@mj94?koV%l>F)7nkEwfwBlCzDEa@e|II}Ik3FkbbuSMi({;Jk|
zAm~rif3bI!anL{ZAcK}WzyiJu(`Cx;^0T{Yjw^ro2W@`DcDgM}e~qL0W!kI5hs_sU
zu0;1iZ!aKFLLq$A>J|xM7pl%`yI~Utg_PE_8|3XnOl-yee*eIczncPLq*|BEkHU&-
zU`ATWc`Ls{{90pPbxa}KW}{b8Ymh~^e*R9^j=%1<^{>@1m<iAMa7de?RD^E+FklM@
zo`KYTSq$%Thse9iF-KwCrCA0bC@mq)$d)`)ms;C6lo@h-i_vE`W4#COH$DcoT}?Xs
z_+sO&p8V;<UVRm|8+7}1-9Ea+25Y1B2Z{{CrLJhFWtInIW`mgyX})4A_L$t&XMDec
zo=eIH240nj>vz>JL7TCSDsY&$tqi@3Rrj`pk)n|-s7<eNcJI{$w4owj@$$%9?Ty%!
zhitIelLy3;#}yci&9{?CTE4S0?GFUej=V_H%+q}|qB)u0Xi~m3b<1<FSahRWfKA&i
zVGT#<%Rt?w^btfKw?1{Xr<qT1dQFzss-JJ5PJO8v+tRszN@qvr8fftNMOiGl41=a7
zAtk;@#l-<iB>7%we6Qb@2|s{sB|=^n<?ZdmMHkAYIcoI>1HuYnkv5&K=uYOsnT+3D
zf*(UPm#t(G8u};O(PeY>iukYb=4#*gV$4E}dn2CTI=`o4?hJ_;|G>|1<e#=v`ugw)
z>vjneoFZjWN@&jR<<RV<y|8^(_T>Tk>Q`mr!ewoh4<h}Hs%tC@bW2_xau{ZA?d?C$
zm#Ek-&hI7)Yz7ASKt#as9Um6el~S&zjch$3^^$-)S%+ZcXi_F$X8l#t`P3@(L;g+n
zCj{#Z)cQ_O(&TP$=TNTP7O{AAvZSfxbvVEp+FW8Oaw>HGeBJ9B#JmsL8BkJQ=}q2z
zT$-bS{UgzV!St6aE!vZ0;#@YVCt>T>U-tev8i50c@RTGT_7^IL3!(Pi%(6=6=0(v(
zmgU#01c@bWbw|wd*Er2Xb~2&_y7=^J*T_sJYvjE)8lVvD*mupe-`X%Dl$>Q`-8Yo<
z?TqaJy{?@6!osP;vU?@lhqSRG_jxW<KE6kLwyLIbj(el{N>zR#=XeDHqal2Rw2%((
z5yzFkIy4Z^wLnTa+b*71ELfArtgBm~W;&2VvwpId?y-5H#-lEpifb~IE}Sg)3;qLU
z3z=1sWZZ_gUs$Z&*k_(RI}hpn8<qvQkSrXk_}DbaZxVhB7k1+A(qu*ONXhgCM6j-`
zF(gC&`59_d?aed-JOY(rT;Y#|L$yyN46^gaBR`3B?=2g6Z6#ZYqD^bQJoUy1tXq^F
z{`m1VVTx|Pkt|bE?s(%+U8=&8wIZJ->IUP@`W3#f$v4y--zRr`St#ZgM2V}hq~goO
zH$IpYTst$ws`AwAO2k?PFbE;~kRyHZyG?Bm&*UWn1%Y@j`s7t*PNidd>(7E>!5kbq
zK{wpncz1h;A@1GiDOF1O`u-tHY|ZnnHNgt=d~uy4Ji`5G#9x0V477k+Q#!oN7yR@!
z&vAzD<r;&XsOy%-#~;(BbopCoR$sq9NUsiW^Ui9G>~z@w)<iCgp&qyy#y}HbK_xyz
z$CUeWO0?;_T+@W7`Uj%lLMkuYiLz=i{x81X1DwnD{U5)LGLlgU*<~aZrD4wyvMZ!)
zk%~k~_DW@DwT-+(%WP;EB^4=2R%Ap*BFc#HdtE)xb9}$w<9{6g=lFb{=fHd1_jO;_
zdA`oq`8v<j%~RECV4Z?!o0E96WBvN|F^02}o61gXyrtg$Z1UdcL_xDLF(2W^D{%~$
zmbc3GG9Ji%-1A4}_`?0vtL1kcn)5xR-@H|FeR{S0_TA)y0;|I@rG0lps=>(l9@}P3
z*VVc!LfM}=vht`7-R?sWKOWj5vHqW&eU%{|na!(r?_7TCsn@&fEqNnobL<&gcX*Qf
z(cQ9N?|DAovk-B9cw86lbdK||m5LnDKW5-sr*zZK!-y^O09%&Vq+o%~8Ks4QOC15r
zCy#%>DRlY6cZZScaIytYUS{u^<h#J;*0=G)d-u%iwOYBat18r|vOQ;A%NCV9zWOn&
z%WLITCJESfXIkVvhQZUpPpjhY-HJOYD=V40Mb$)#)<2m2Yhc%gF?2t%@BJ<-D*JG0
z9P0;uB|*}E>z{w(@kln8AOg|qPpyApUA8;&j>|Ur6|0vgPjWq(+{nF$Pr`nq_PezX
zujcB9>*?zyBw9W+MB9`ubE=9qn0wjbzxIAMufk&o`un^e_r@tekd$?YU$!N=vOSjR
zwT#SjM-7j(i*d$lg|6^w#n!MyKNP=iZl2})z_nzg>9*^_rki5wUqszkHYMJ75Q4S-
z$`O1y?B28IdCAwFqQ{Cy!qwip9Zz?h6@Kd0Bt!eW41JT9ZKG|E+{W7M;1}k#yl?G>
zHESeQREp^S={kplgyPr4gKg>8s-xn0ll%)LKJOCAs2aBK99+b<V`kBZV7sWS@fU^i
z7c*bF$o0}if1^Sk7bN`gEMGPI!DNT^1NM+Ckps*9U%x1G6;t)+Y`FfC#c9lst?7HM
zQ{@e|ubyx1>qZ1s7Tasw{P0F2Cw9_!$?>?L7SH>az^U?{%3TQlqbj`B+WnM%=aa;e
z*l#;N6~u+Ti81hHKlDipbe_fDd*3?Jvf2-s`(HDzHQraa*qw{05_+d1k6rvdvlg7|
zZL#M^R|W>Y6r@R@71lqGi6rHsEi3!H3#Y%0x{V!U&bu~l#<TbGcZqxbK~eLQo>svb
zT1%Guh;V32X$9z^_}lrTjJNt_&3O)W`((?YZ5Gqz3tV<$4o6iGbMYR2?OgeljrYh~
z(ObF00|t_O!v$RZTlUD@Z(En`<DonI;meM}&oLRC3-bey_ZhpY{N$T`aJX_%TJ?x(
z@e6~I&|d~D=fK9WmCh_KuLkyy)eA7#3l^CY?r*}M8kQm0`uk7z73?pmf+OE$#>+a4
zPltUiE3);V`+aq*yz|1!3u!m@9I5~A=$R#+x#VsP+xQJ*i4)cR$=_R!T6WTQ?C4!8
zs9%1DL-1!iN(<UlOJ!TGREF(j`t9o}97UHY?DnNduHJoBgHzA-=#5INBQ}*dsXSMD
z;dHyM`+=f+i}sz8L4Li*`^QQ~1kP=K<^ATTW!m+J(Q}{f7X*KE9nN$hp}^>c7YDD4
zD*wzy;`o*Exwxxtt)<GZ_dQBVZsWSF`q20&>6RpM*LP*svdc*)?A3+$2&{k3(n2S_
zRyFAS-hb}VnDp8e40qb2rdWJ``O`ZW+-j0|RxWS)(0sw*SJS$bl|H3Z)Ev*U$G^`O
zssBm1-Ml~FvQCgov-f2GGVjkPWm}4wj3nP2e>^%}8D@@W;yiyNT(<4}j{Rqr-=f>G
zepC3q-EEI#R}0JgJASPTA81s&|K~|}X31b%OzKs~0;{#nci0iq1CTm3vx9^)uD&be
zJlw815<1>%1jZFP1!{+oQupyv{h|6ZU%y+px0bFw^Igfl@SyxIR1{u(?VP3E8G3tW
z(y*eU?=8bJ%8Pf!W@op5B8G-ns0uO<bvmK;8-Yj56^p!pa#e=CRX)0X@9wl`{5;7Q
zKAPiavSy1OBhMbY=(65rcF)91f`hX*2$@t3yuYBW1$Ha6M4?^Ss&s7{P5A`LOnjT_
zW8ieIs4!pq`mX4u$8}b5g}jSG*0pGP<(cKlZdnu4l3idEI3KIN&iQR)u!W7K-!uP<
zr;dM-UH5|5R?Wt7_<OLqH#C%SdD`XAS(bP`+PLjX0m{HtgI4`R;wtvxs_FmCe-qev
z;4p2U>raEe8(og~PX|<o^zbwCAWe4d_!ntb{+*RIcess8g-rGf*BvRl7%@9C@sZ`=
z$FpBe)HGW{=oo3)RD$(@{oGf!pw^Vv!#iE?_g*YmzfU`X&N_9xDt!6CKGzqnf>(2+
zJ%u#C-7PE`;Wc!8EG?UQQ_pOh5Y2h?lObHH^Js^56Zy|hCs6adZA`>htBhZG%?ji8
zuxZWe`-T#E+InEFrx%7he61{7S2Fz=y_iYkVPSYd4Lk2!a%fL;)4lD(BkPBcf3Ife
zF7&Y0c{XCZ#E4tdj85~Q>*r39KVR3c;(Mq+Fndy1r2F%+QPs3#PG6r$H5kR!RkBv|
zIi))~jWP#1Ew6g1qn#O@occ{trbvEIj6D8?e|ZbATNR|Yb?j~C8f#YN4z{4G^P+;z
z*NQvHexhSgIzvBZph4BF4z+UG^(5FSvW4M+Cd<~%lN0k*ENkpFb^PYn3oj(!j0_%m
z*(I`II4vbBU}kpaReo}%`5J98+WMefuk4LBsx+EAraLUF;g*XseErAk{)38h3?^ee
zpOr7z2vj_J$ikYepe?3%jE~P_F>Avy<t|3?bk*O%UOkGA;&ya8?hV_c)IKs>S#hs9
zt8&A&K-%&2pZnV#9QJbaZXdRHJ<M=%xV$d3lFw<lUn1$X+3oQS55F&LMbYQFJ-XXn
z>~8$MPyDNIn_z*xI_>d7yGGU6V`*V)N>^HRUGQ}t7UkiH%s;Cm^xY@;S7e^vYQicu
zVojeBz}{6_UFLjpJR~SD?xo9>u9E{>=2_xjTuqaYjx&iWHP6uTu6eS&E`|Pv%$(0p
z3)>s9=e~G|mA@|6mgO1EShA1da4fYb&ocT<K<q$tn%|1~WoBF(GCiGRZr0g&43GBE
zZFq8uf3mea)YfnbOX29|RDQn88J%s1(>vnubY^)a&>iaVLivLF;BnTEj|UFD;UZ5A
zcT#vIih(!J_K^?E$jHdHQ<Jh7<!pBUkaY~7JUt}+FZYbDl9%T~&Bk*~Z08gZU_Ey1
z80qqP0n^0B``;}H9eY>S8)&3(chR+|raBJkKc5X&nR4Y#EPn5Q%Ix<Yj$gh>qCO?m
z<CzerW4ZeU#EvxT#0E;Nyx4U{+vUoAneg&^tXfjmaZkiHs+=0<KANZNR%BUYs@(lS
zTY^QgvgR%0B7;lMjqEmE6(8f#TEBn0QLjgpPMMaE&bBP^{aP2V+)jL(<&~&Fx8x^%
zWOhj8{cCFDywcH67A<-HL__St3h9U^i&&qnF6VLf9@&iND(k_$-a@#|f5x<-{JF;V
zvXe`b4!v3Kq-gCLu+`!3ipW0b4tcTgdv^A^*>&Ce4<EFlG_-eij)15#3v(5jmo9yQ
z7Dwd|IZ_NFQQJ}R@+A{QSK26U=M)rV<KW<!{{0)(5<d$H3SNa3I~>%B$d;1#<MLT~
z^VC?uDkrMCVMe-jZ`Dh|h+STy<4+p2+yeGnO}a03X-@P@%s5w&>lZQjRD0LqeNQ%*
zR7rfh>6hG0w_}D^ZqI9b;kEUb=VMI;74)kZgm`3Qea+gc8C}>WLYL=Ll=tDVi!`?C
zuLf=_SBw7otuE>!>r)at_G@Tw@=f_=ZC`(92S%zsJeMJKxy&!ljH_EzoOx_CV8yP>
z54K0@map;*)sj<qcdL+Wms)lkB_(N_%#A&sbDtRGWQR7Nb#c1JSDUx-%VU;*_Dv}l
zlPo38&5DjOD>q(bLyyK>(@c8G9;0f!yuF`c3Q0W*cUtCydwNZXfHNQ<fN=EaDy4mM
z^?uBwC!N;OY|Y_&+r7?NAHI;@0mdpjzc7v!b{br_!jm;qd}tGeESa3~45A!rOxh{*
zh4rBZZep69Y>)q_+0Wmq6`1{I;UsL75vxMg&}*32c#BI!_h@i)m<NV<6h3onxwBX{
z#yoDKd+yXQvsGyJG+)*Br+V$TN`C4;nO#_TpD%8oEMxDGY_jR0L~~Qrj-a&{Y^<L*
zHVE9<-6U6B5_KlU_fjBl!HG95B4k_C((haxA2vE5-!LjJ_We|1VfsGT!2fp4)}D|>
zA?V=O1AU~|v13VPoanoKhDFloLI^sxJ3*>}AuBZpriw9AfvP~)00o<psqddwU<7sr
z8paejzg{-*Ek`|`Zr1bs`Q=BUO{=my72fmyc!DN-SLbh$<Qk6X;FC=6^TWr~)^M@-
zf7LG-jbVKHWIDs+?CQh&IL~wCM;jE6_GW+5Hx8OusL)Z-5Yb4cvM+7prrzYT$i@sA
zlz;1!ub6!$$C+1lVWDMfqColH))b8onNIds-qGuxTxaj*$}W}^=;#5PAlskh;ZCQ!
z*u2Xwb$ZZYIsdG+OVf$v{~GyK>{b*rGc!dgpv7(7BMkbbqv#nJ)E~!3L@?Su^rD-b
zoOHKQW)Z_EM~2(`9`mMcu+zO`bFWOv^If|7!thLez3E`T)2*ge>3OXOK3s0Ks(jUM
zJEJ-u$hKd7?vH%qq2Y7dhO?bi#is(fs<PObp5tx)N(Jlp+d8$@CUCBnS{-=wlZxvN
zxy_rj$7eY*S{PTC#Xp~o-sX0zBy*{d+md|)%pJ)KF8=krZE|5O;y-lTPR9+ipLgEl
zHF<LXlSLH6B7JrK3_a04RnaXh(Q_wM4xi`GJUA#^AlDF?lE^L_<1=<7nEA7g>a=6f
zs?REVUS0*&Mb7(F6ATu?_3`mt)_B*#sC06?tMA*^gl{V|8a8~iPwiy&R(-1Qsb<}6
zE+)~D@5)`@l?#TGE?kIy^(r}|0i(_`Z{3=WTxVrm(U+=xw6sr+e@$_Ll~eCdeg5@h
zhr`z2e`m+$mh&dh`L+wAbh1V})4%}dvIOQ7cG0xjOv{=Kqw|_HOO3?jasIHFpA^-b
z@Z5AQhqM}<xFU<vqX?^Af+fE!#xwO(wP~EDt0lB(mSMf#qVd9%#-1A-su#CNZ{ekv
zar0O+c5PY4_4M(JQft)uzIdB!sc0}Zd|c#Xk=mEIQp=e7{8GzsrRmw#t3B3=H8+Hv
zW#ne@PB4h<t%^wgBfv-5(1)-|+C*h!JBz9b<7@rSGWpySO=6Me*(jalVk&dq;_KaI
z^v=!{Mb<vyTX@eGG49v(@5QQedoq459NTH!NS_zdTcwj=z|zn}KVNQaa+hOY=2CwV
zhKp=|LPG0P&S{N}9uP}?3PZEwApdW*vFR}<45ba8DC3b&v@@<M>Uh~HU$&x5*c%0M
zRtE!A<?h{n#7p7l@EBW;?(WY1Sw<$=AD)`Y(q`gyN^94y<r5GHDg>z>z?@=`GNNWa
zs=RI6Hf_3dT9K@QzHJVMyaB#8lZ#HX2YouOXH0L=?|fwcUngHy+?;QBT|ZI0_3F~7
zH@}aZx6v&#X}r5{_ST1@_UpYv!*A(o*G${k=Z#HNG?M=Yew#?R*eT@~z)zto2W9@q
zI_G6ei<QAoyU9c)p?|EVBFWbsKM*=+_rKgtk1(&I?a=zR!IOWc3mcaWVc;qMLCqIM
z?=bbIySJB-dgwPMe*4Y`<12OEyz7hG&(y9v(c@hk`0$N)4$hKg{(d2<tE(%auGFEk
zHm%HL_3G7KpP!y8C@G1Ej9gSw67)7d`j4Q~!GLuIjnn@BU9f(psq_yt#-=o2o;MvX
zSMSexAD_E-L*PxCxsegun>T9eTdSIfSNT55-&J5=nQy!o2A+*}Kr#H@z0GNR*FSgp
zyN``+kCbwxS&wAr<fL_2+b^W?ccNzD(rn?h-p{(Z;c3O{zl(!KGXL@|G;eOW`PmfT
z?$px}VPF3&6IsH+p?B!euvGsI)8gXda3jgtUcaLBmFH6bLKFGw5G?$&zmLP}$P2n9
z)Z4djsSxxNSFTeM5fO=1NYBd8=a7<;YA+8KF-ceZXr-s~V`5_aHI<X5G=mhQn$7<#
z`><XTF6-~-@YUYgW>1%aUJV7s#n0bfRX#d5<LiFX$43D}M3)K)3Hf|$+G#UC-e=hU
z_{4^tTfbw<I7Oj<6o>fv)O=Vo2(Y!#j6O3ze<9E$>YwXO^>F$1pJP;CcI`QRNNOst
zii%2ouGuPVnUz9HJ|T&TT$pQhF2^L@vHMx1z?Y-3BI?2z$65(>Sv>|JxtHF$wf6Yv
z=cSl5suJ{v54Xz9!cqyrpJ|Dk83c2izL^l;j5|v8aQ<IkH{viB>^sz0i6%M#EK8vk
zUx`tRQE1eTb}NyXHyZR&&3Pj~yRb@ho<&X%Mh{s%@smgI#&C#^doX(lKxO*v0brxQ
ze(wAK_VH5%`Y&F;W_cMevf%g#H6)~Vcku3qj~^o+KUQw<=-8xq;$IY*{-QbPUw1gH
z_e@pxpHKT|`EkYH8EMyqF8%vd|NWcnN-vHj|2UQZUhSgHZYB4BekJ?qXhqoneP3%F
z1MffI`rq$sj{}YWpI=$s{}Qt3zi<EN1B-;1{y$f>&Hmrp{`aMYhhEbC|6J0n7?&AN
zZy#sCI$Y(fV30|#pkTqP7iiEGA-VHXMPnoP$?;xI3>E6?>r3fqbxb$Q*5_gtYnbcr
z={eugI-7U6vrGsea(jx*u8do^mWVNK@%;Sf^)GpOc|OeSJaqUl+{8KY?Pu*VpEWu*
zw(gNpF<Z(fbbMDoxxga!qxW@^Y~Ad;p%>>?kl7FdTMk7(i(I0ur^mE=_ijjbm#)VE
z-;pf=<u3U#sr;QDirQ#luN%V`iZSZXtE(6L`}-FZ6=}r^Y$j7)&{aF9HEMM8<aIG|
zX0amWm9k7-9-;EpEor%(%b~(<y|Vm9N(aAvXLV<%2;LKR?V7NX&j7V*)hg2F9-09?
zH#cdF>$=!s?VN7!=osekJc?$$KU+Uh_T7@%X4JL(_%&$JTbstw)YRlR^J`G*L-mUn
zm94G(u&sI+;!IlY+CDzM6h#U;_V%Kfk&yvA5?Q)%(j~jS(RSay4^KOdcJADy9xfY;
zDG^Q(@=EW%&4>F&A^8%_+Wt}z%CHUn3y+VqpFzct;o$F}+93XQn>Lp<7wtK8NOpJr
z{-v-F3WwXcd3kyLrbdL~MAYMiRsHRo@9x_c^k<uMQSzi=Kz^Y}A}2j2(pI7#r{MT^
z8#fP+11D0gws2`_(99k1FmiX@;zbK=mJ|aCRfg7hlMe4o40~b<O~k}W69FvN1<a`S
z@%1fMHdNo>SZa*1OqePWgWn8d?Hk5(bERdhi&hT~4AcWC7HtS0PQufE-PE+@adBls
z_qT6rJGLJC`bLa`(Da7S2jhzyBdPk9LZ{8C@#v#V)x#;2pE%ySfOWySW1$eA9N4$m
zTHw^w2rVQeM4>i3EKGmz-pgp}DlI0aY4dh!?_{mp#j&TUo1{|=42+D7id7U9FWTDL
zGE+i|-a2@Jz$}-9l#~UAmhWKJL_Z)5(1MGsD|KvjLCMAHhz!h*cRsP(YRlR9__QEn
z1B06CD+O0{@+@6X@LI8ZjkGJCf9-6ET8!bhH74<wm-lK(nOv&^)Onw0A!V6ss%dis
zTLK;RMAxigfu(z0#<nqa$;W&<k^A@W+Zn-B|M(G-nJI>9kK2VuFyCHIK_TMw>6cSA
zlC!UxQ&-k1qIhlTfdl;twH_aDMq=hr7X}+X^!)~Z-|2leCYirh5r)mj$EQKIxuHP|
z1C}WYO-rfi{Z6GKv`t@2%=02(h%t?7F*W@yznt>=Hk4lZvN?Qa3IzzytEw1JjDAkJ
z7ChWfTA`MBb_%2IJOhPiA0CZX=cf<7<*z-`{%NQ`%RH}P-~M|CcUj)FWI>Ny4&!vS
zr6K+IUab$%`>I7pM@NNV-`ucnhP|gW?CtG$yPk2;aC8*M>5f6+j?;^?Jn4ePSNn`A
zD=V>cwQ-mdq)dckeTlii4?hOpuR_0jR}1#mG;~iSf_19`dpa_u(W$s!bSP7)q{LkJ
zcJJ)E{@I6b%)gvkcfdT)()`6?v<;wsJgxTLiYMp##y!PgQK>CEmAn6`QcP^@SXU)O
z)r%J{d(~Q}^zx$q>@YAmpSna$Lx)7Q*L7n#g@xl_{D*5KYb7xr((gwX9lMBH47>+D
zg)3((wT(kd43}dgR=Zb;#~OTt(ku(Zurbv~cgxqafu2KC5k``RKQC(JS!%6MyN*Da
zn!mHBFN(c2yuaX8B<eTlC<%jP{o=PZHLOulQRV`vKk<N{*VXNGvPR6@JveyA@x@se
zi@Pn&GwpLZ`$xWf2}jKZw~VFq+T!Z6^N$}tt{%N{;|BV=<u%eLxy0k!yV1+H;QoDG
zpcc9xbEzL_dtCF#E?+Gn;Q#@cs5pl6F2+dghbKmb+uPes^Y^P#IN$9%C6l_*(d)ui
zPhpuocVjRmNCWe9csPEK_i2aHFX|c{-LT7&)1=~$ws~3}yqmCkP>h&%RE9x{jHxtt
zeM3W7TpYWgkWhDDUnE%wIM)W>XF&llse}rF;SE6-Ee9AmvW`Pdcb4es>0SHKE0t9?
z8p(;SlMJZz@#?CeJJeRfB4L=SQ|S1@-p%boN2_yZ=!~lTfwzKwet!07*x=TDS14NF
ze}&~;TmI_mYH}lJPJdGP+@WVCUu>n7lms+tI86uT(X+Fm;L3}-x}~^Xu=^Uewt{Hg
z9fkk*U`|!;o_yiY<-zH&&2~RFPuUIm$o5Oym8oDFO|)LTu$Y>faJ-0mHHtmNA~dk^
zk76vr@Y^1fwTg=TXpp)c+ZU%qD$t7Tx*5xhbOHH&3YcwwVas8G8z$*-XfND@Y9-Pz
z8{OcgXx*n``;McxP3VIMTX)~JJ%jn%bkisNIGC82fVjJ0zPI`Ray#yt<PwV39*&sN
z0`ta1oD)XmxVgLU(7Y+I`5;A1ISVCtdzvMC<Rna`F#gny@4<|!YRn)jJp5@(iQD_I
za2|E8i9mIyYBtMTyO*N0ATmFH1FXT5r%!3Z+lF6q^YKMva9a<$^^s9@0D3v^KUHHN
z!cqPh8`Fe+ri6KAlz%M0SSZ^&G7<+XAs#&cM@~*oBa)S;0F%UgzPIrJRKCDWz+&Zd
zF>?hr_YN-Fx^*k}IvZ|0b!qc#=EX||B2-UJQWU&@a-HHI#XL(HpV7}kphL*W>qp1G
zU+S=SwEIEZNRF($f&wF#W}c-uTIHZWHI4!k>@nx^<w+f_PQ$kX4_;%X{#Jiv*p_<p
zZ9O80X6cC+E=be9wU=%RNj5m!+v_~CZ;WBuvd;|7=pEeMS+K`cg69QM?Dyhl|2x{o
ze7kZrK|w*xfPbd_bH1zb-RZ`u$9N!?GCX+DOc#x!%xMOdZEXV79{qWvYwE#qxP^+2
z4k0{EU6_RWA{RqMOg%U$KPD%u(b~LN`SP&(Orr`904XM&XrL<?zL@kRbyLXo#xG!k
zIQjX{gfnrt?mFJ8x6M9rN#5S_z?&(1jf~z%?R`~vCC{_7j0!<_Lg!<~EolLDb7@LK
zwZDfx-a3ub-;K><dot|>uF(J2K<HKF6Iq67>#d4iW2^mP=C5r?Y3={<H1#Q-Ei12V
zG<Jd$?tR;_uWY2#O$eCIpETiTJNB_$^q-Exwtrq<&q??=bi985_=M-7&rht|K37)K
z;h{c5m%LKFpB!4uiAP+L@891dv+E`!SUj3x+Ov1>IB@&q6?ECZlsp=;SsWc5e_+Gi
ze!HcXeyEfMONlY;D4-VXf0wR@UT%dLRVr)ykSHO3jE|E>3|smyxZJC#&|qA=I4gKz
zo|qbRi98Dk?l}7SX|6eq6`gnE(CO0k#Fp0J)k&`vzHTz#+C>+FB|ryLR`~KrBgyBO
zTIn_3yJO8A3@byI%*5p6s-;3jbWF0|ViVKP2J0-iV7FUZT1?_J-+12$_&rWXnJ`{h
z5->7v`1HzXW&8F(j-cruVwaDN|1{0B1RwPrJ?RPghP6=KxhDXtnwr0+ctba~q+3gY
z7$qtyN>QC2vi-}ox^Q05zFNI&aF8WZi%yJ@n{^SD;r2f3RoVs-#0yb4)tUIp3mD1@
zc)&=>ZQXkM>Qx~iw`{6C$7X*~y93Ic`4rp|xT8(?Xj$9XWLXtD;_ya=hclqr@*>1-
zY{DvhRL1q|3@{Ba+udk?Bk-w6B%G5TOyUF2PF+0U_e52FL7o9M;KY&2SmuV{-I?%5
zSnTsMYf81oUyhdwZ^8t(MHIR@a$u#>J~Lt51(`Z08c|UlyK)S0`SvTB+SMXyWVe|;
z_4m!2(iw_k2QsU|*5(orIE&L;fgOYP)RkyWs-ffM<D-KyPDiIk_QeWcmi^{cA-=-<
z`0>TmpSh_{_om;|({9-grQwg1y%WW^7j0cNe9j<Qnr`LFm0<NGcZOhEDm!4LCf4Aj
zd4uh0{7CQuz|E>%H;P6L_l-S;Wg$=ly%`Npu({)5#O1FmeuszA4`jfQ(6EfZ3zk%6
zaM5xS4SITdV#cQNkZLCTrQNxvbeKY4_3_pov9#Jk^cJ$bZN-JU*eZY(2N#z}+@yA%
zB^jQB^}Mpq_ng%|xGG1Co5Oip3Zxcx;R4^QKJPUlA0HlddJ^z^*`ECU+c9ND4wd#-
z)B**t@Y)Fehnn*_#26<>J2xDzeNH#W*Vs1zSM5JB)Q!M{Pc2{@TKf}M=04u8a&nw>
zi00HHlYtSi(our~j-`A2wL@w9)2>{J!QaXH!s?paOx&|5cHOCPq@7PqO>G(#dz)<r
zim&YGxFzFzvD|-x71-^e|Afq9cEM<jJ#>3A_5J&Ia$AIX2VG-T>Mg;xbm{v$d$(Ru
zIl1ik@#E6A59N%nsjOMbQH>MA8*ETZmVilFS$Vj<bU9*-v{V>KC%}UG_wO}Phzr~;
zyAR7__+a}WK2`4cuob0&HrPc<du78TIEnE^6Ix&cwpd@X^AJJ!PmNsNS?ZKNK0kL#
z#qWn`-T3shA7Q;mJIgV<<PY7tb$1TE>Ug(ZHM<_?`2F2|%7;43=8||i1Iqi@_}6SI
zYxa&)J~5I#Tlxjqn1p#$28eHhQWfJLnLB_?0B3<sJoteLZ6XOggmvNK<I6SsU5|Uk
zlvM_kYbu%mJo1>zVR^@f2b;DE#6bOZJr1e@*2|Cnx2+B{9q<~^lkEN{d>S>j5<{$m
zc%41GI`B)wW18_*C27mtghuZ&I5n$>USh-;q3yM}=jSJwC8esRtxem{+x}?&B~H)m
z)aV#m>_4lhK+n1jFA>Rg_4J4@8vIDG6DW}`41uY}uFJHPp?M4-5^PNjoD`uQ(HtEe
zjaNMO)gFs%u3@k~O?&U&m5&}hLJR0;Xt6GFI45Xv@4Ivn;%>~%m*L5TW7y7tcdrZb
zZ;b5n9sR62`19cWpWlUOHBQXLhW$?xzIIxywYb4%kScoy(6k3M1i`mB9I@EF4izDE
z1pA<y8y$syg!C2I34(>TgE;%yckb-e)zxi;8xX*<x3;w{qih~}IUGL_PkY|caWy6;
zCKu6`f_()gpz5!153r)--aQry%#7OO;%SS$<w2^Yj~<-|F|+HY<r&HpNIlyHh9j*3
zxXc{Lk%iiPs3ifWMi0%tR#TP;5oUgLYj3&s`dyz#?ROZ{)e)kIKfQf@X&72;j#bIS
zFk{A$n$&fMXhYi?utlBe#EBF18i2<Ns4Db6al+*1C?ZC4IKLu0-I|!udsnpQO20hl
z47v{A_W_tG5B@QEtLJ`t4G;|t4}-}@dJV^w=hgiTQ5&wt!rQy3<OqTY{0JA8^x(mR
z5*18_Kuq91)R@;$1WNw=_3Nwp-leBwnwSabqfGC<n)h%`MZW@C9$4gADgdi3(@H?Z
zFQnpUYBPm6UIq_=Ma-=#nhWtTv>Ip6p3MT*JP$rlV)bhML9j$7xQ#|MF1LZXdEMu2
z^VI*IkKm*eOt!dKMD^4Ilax^$yIh?!%Pb%HxU;gdW(^FuwV}!0=7Wv;Uw%s0Dgx=A
ziPq1vG^jN%UxhhFxd7FxBNFBnw{5G(=+JBh3>93#B9^NezW5hTq`0`bG&h<(!21FO
zH{3_*_4S7jAKu=!c~S&{xtUBcptgSP^{gy6OdrU;b<5D$*w|<0m%BSm-8cR9X&-=F
zvR(G?-){+~=BCX(nZp<Y6v5dDcj^E0>(10`9IJXlwy!_l{cO>}_J{KPD_16!m8mHz
zD&n9&E>hk*yqun%egI{<8OtOL5(*3D-QC?2Q&M=yW<t)ZNcohy>YhD&=zqKpzI*qs
zz#zGjmI4Qa$6^glO*g>ad>{i;Bqb$J8Fxud-0R~N650uqo{j3|^Pq3Z$ALN|Ux=Jy
zsrdROfq8GJdXR<+_q%7;opQ;3Grhl75pYZgD|-U~C@C**4c=vj$DfBYUjjBGcEi*`
z#6VXZ(Tf%va^1Rh8@F!FK{G^yZ}9J^B0dM&AQxOW+UkO##;dLaEm{B&Dco%h388LU
z7fTKf4V{OhXAzUeMv7Kg`^4()FVM#~ci$0U5!2tZC+(7gd)C<cv8kyXtn7K)^*Km=
z8S;F<o|1HOa%w9NE>GT_X-YVa9d>qhk9ciL+%$Cr3#Jp<&?_&3(+B=UJj<u^#6g*q
zvxq*8w3v%ZO0r?klR`u32ETp#fP&#7ncCsC;4{c^UdksY+Ocuh2Gn~C@~knB04?GU
zm}S2GI3Oymi;)ZdenOvF6S%XnCEkFRh3m1v3C;zMa6WKA55dp;-TvzN$1rCJoME7u
zURP9vU>Fq57gi_Z=$GmpmA48C<iy350%sKX`T5_&q|i!mbx7IirlzJkJ2`114(RRe
z)d2>y4l-8%U+iVAdHO9;)G^BS)m=^tT9`YrOv@C<Ra!;G)<y)67-YqH87cDEbpAd#
z`bDhuz`hETC+7d0oWZODT2mT`!Z|gm7aR8h0F^#`XbRHsRb^#p1n1vpssN;P1CJ?*
zGYnG{(eDb}0?s=|%AYsSOAfQ>?(R0<AT&`9#@Y4v$-*}|>%YKz<JAbxE{+_Ne5%n0
zUNH||-4f}3;X?7#;CZB$FJIo!+?<2(#O=27(H=$?u~)E^2xkq!PQ4%4x7oW_f0<T2
z^1InCaIjLCM|kg5@XW6@9i_)klU9ew{*^erWS{x@P93xorbkJNvmbKJc{leR)Y(on
z_BnLu(5n|OwtrDg_kWE2naCLiI!_;T+;!LjAaZVur0_)71X|%cF#VUoTxCyHy=)eo
zo&O)UR@N}r@}>e0hsYjLSmN{8Aaz%j(=d+t;*qsh;#n}Y=Q+cOjfGL*=H}MXVn*MI
z@@V~HmkIc)*X`|Bz%8D1J1wY_X&T^tb><NPH9YHVlEISeYcbzMDmyYN>foW^FV#zB
zKsdte^;DhV78W+f2Fd~x<u+`12WFTUjaXs6;g<y%w6jq`AsaX3ZmD%6Xk@jd<Uuwr
zo#gTMGlV@`uzkmtstVd@-69V2pJQWU+S=M1<>WGOUJa)n`%mWr`<vmj_3iA^k90he
zINaaet%=7aCB{fL(3`qCEG7=>sz@!((;Om_VvKmPjE8Xo?c1?YmWjaccsWK+NkD$!
zuD`?A`qt<-geew)cCc||*ApMD0F+l$SeQvT!`6PZ=g$RSTXL-b?Wpg;;Z1(koc}TJ
z)>_Pf{&)93Jqx5v=_@C?pcTvT_wPqxIE^lES&Ch61>Xn{!$RpB7|>IM14WwxbcJTd
z&{+W1BN+(oS|0hXrSz8%+_aQQUcXNO&hI%G1&1R?*uhrq%6X%v4SWE473>&Dj%(FQ
z6TW6e&O1~BXSi|Jt3kox5H7{2OI@c~xF-i7plNh~kwZfzql+6C!Dm$9b%Z-ZpP*bz
znY?!F$auJ+>j)F9{mX`D#l$HMB!W!u*lhMYb?Qr3WjOj)Q$I$lhB7lV2i{+2LSv@0
zNYc5_0;g)2m~a@-mg%fkRkvy~mr0@K*S%{z*q9rtK0nQX)b;7~^z@P^Sh9iEVkxL(
z9Kdd3t~Jcjz`y`SVST!XhFBxDLXn9v{De`;n2vL$0^j+*z(Kq5w)JuxhH3yVWOQjB
zIq-p<Ka*Qm<fi{zE@>2!pP%m&i+dO>y9;Ccxh!yrhlj_TOK2M_ht8=~2pn-V^CDL6
z5KvP%vXL;WS-#(zi0EQ}S-=_O0jY$MV2V%9p88j6K@Hj^4J+5Yb^BMb5mT71r==C9
zAREpZhIwCNu^iVP@zBnlTe9o6RU%NYJAxGVC~xzeSon3gTAUzQ7d`k-;)@zU#Wbjv
z8PH}9dF)KRH$U@jL&L|95@L+x-PrXKcP!FA0F&xVCK1m#0O;fF?5wk8%NC!pp6%k|
z?pd}p^Bv@rhb>xyj|Q!_9YH~f&tQYX%UusL`gZ?Pzkxk!f#8ckBn3cSjPT9^Z>|KI
z9th<Oxf+1-`T?^_Z{7*p%_3=Letz4)s3$yq`n1~lHTKskM3f+<eHP{e#SKnI<(}HB
zqpNF<$ONYcZDo_1a`b5CiC~HVCrt58Ymh7b@Gd^^DV!YKF^(0Fw5f*ETb6r3r55m@
z?tstP=6ShTa@baQ*k$j_M_ICxPi)6_&o12wqyRF@L^xf2lQYMN!++T%*$-w)cep@7
zoC9M?N3n8ChhTte27bV7xYM@l(;7bJnlZowMS)bryn$HY04IcL$Vfb_o`=aJoq>K0
zeOw}w!b&J(cJ}HoFXKPdC2?wf*(N)SeFC;v9JD&3-j`T4Oc_3b5%g?Swl{Ie$U2N6
zgUP+doDnlyD}mr?!b)vzZJ+}ZUOSULLx^c0!!O7a6ZGumB?n)XarBVyE!!j8(~EQW
z8V9eP*p!1gG$gN)m6auTq<tH5>h$;xnHy9Pyby#c<HcA7WQF#-I$w6lg3qXEY2gD6
zyokz+d3#M2HCD`4Ha3nBf)Gv=jH$%o1D>AoaJV7ST_YpxqO`PBBS{7>F@zvqzP^#j
zSpwKZO;1nzbS^?%^c-9++5RLSx=Jrj2T^r#*BkzX`Ti)xgPNJ96|Y_~<G!q(`fnzO
z0^hf0C-NB%uC7ry5zJz82OFiS3UmRZvY$vrGvjoFVL-Ae0+9YMJq;k7>TewoLmuD%
zq#kP(P*P<X?$1wISzGVmA@jj?5L<v%3+oJ;-MNa7M5R-sovT2cAiyAG2$nAdFB26L
zqw_Acy%|7-AhO6rfI^vv3BhsKJlo`&eqA_f@XJ|guyC-0*Rhm%AOoMDDi042%LPn(
zk>kF>u8c8ZqmC6QX|JKiHB<%AAu)<1t;@tNsDJDUZj=;xgNvi6KX8>`ET`iRyxPdX
zwSy;|q_7ZM5t|r0VV4#3m5+}v1CHv)&!5ke*I1Zl>98crS}#K$<t2hqd4PPXE3?~M
z)X>lnJgWnCEVe@hW@Hg=27_wp2zx=<BL+q6$O#2t6bz5Sr$?owB#TE38Z3oqM2J>q
zLeo|R_Ha?p;kJ(c8Ze9fg2pbHU}n*QO#*~5J6s+kBcnaguY1%w=ZhwD>sM%rDk@sr
z+%=W9KXBkQjD0u4n1TlnUcxjNBFg~dun1B6`G(zj=8It4nG%+j90EH|h$sY^lzwUF
z$9H@P@rhHyH!Y%&CtnVxujZ_Ui{08&O2_|8CeOal7FOzpxBUz3XD9FIUIN<iK6dOn
z41YaVW&q%h06GM9*YQc1CsAIm4z~}BrIWl-=QQjjeu7x7p{NmahBiySb#DFkW&C&J
z55uyuGG}{x4Z!IeSkn)1Td+3xjFhOzJOmVq%E}+GP|$zZ)}D*tgj_@Q?3puSS;-D+
z<{T4Xi=Qf-v{yW5Kx>e`jw56W3Tua<Azn$MmB5)_nIP-u`knIfC9;zHx$Rae#?Q<l
zbFxE=8Kf8|LLty`Fr((!7b(fdG3y+LDrj!T47R=`fB^oa*PtE^1ZH=0EcKlj+NI?8
zBLlAXp4X2qO<?x()id$=W~rrW^Pl3-HUM<64v?eHFVE67+^j_f1)^e%R~3&%fr@_p
z=1t65-gO4JUmYC<$13KHn>T}eSkGl<V7-!`KM|1F=X-$46AOTaG*9*y4qE@=iG?$d
zXhpW`^`No<?jo9&;NW1DfN9fJcMvgw?_owt84mh+Qxh-Tw_d4tAK^C829h6%W3uzK
zw6v(~l1EqMofcE}*kpe5e-tA)1+-uF)?Ho!$SI(@!D`a%!ST-G0~{nPj&xiWs7hi_
zb#L`!;z=daBw(E$2F)qW|M_V`J{tGoR-Zu!>azakuC<VRa3Bh!LSUvcu@$$S9AAC^
zP^-Amh6z)Xzmhhq;w#(txxykNJkUs6zmIdpiqn<hOipMDG!4LB2yq_~j|?6CdFR)}
z1l^xcHA=o5a;ckgYkQG?ph6H!lpOxV3;0$YLdRh5;2=ix_4VBja8>{+Irj51u=v~I
zrH+1Y+YG9fU&CN+pznq=z+hQ`c2vV;n>z?x;=1qbnd0vCkofstPgP!3Rn@G(UQ^bp
zfP&$X*>KTlF^F4GK_vg8KWNs9etE;69&o@+lEf0p{(xRsB`K*ZpnDr24OA^>vVlZ(
zoX`@=y~Z4YT<3DdU0axp{?la4iGF>1)esyG;T!}IZ0!Sg)X{VfBLfvclpz=Z#KG*G
zGd(>$xiJ1v0_nj7-9SWR3b_c4H}!9X1K*0VPYO%koeeyPqilg2rSUevGKy<!Klj<Y
zz4PJGaFP*!`!)`_Gz}dcP*6G8+Gb#b@<_-AG!Ysa+OP#CTk`PX!!kA{(o?rzzxett
z-6VYR(yUMhCi64PBorj~$DccQ9ZVb|9kQ7T%W}aYwY70HD!!9TJBlrnMAn>PAhKlF
zEj&z1O-~oWA;Joqp9>Jr0vb*Pq4C<e$YgSO=2Af6=qU0(Al)`2fWzT(hd~ffbyu6L
z-B6CG5h9=H=m9)l%krQ=yaKEO4nOd3aswF6vjpX6F~=TQQv3Vi>HqX7g$un<-4O1Q
z2t;wEP5>wu<Q(X)T)EP4`0CB;*TeCF*Wuw>o}StoC#VQ@CBtpIa$z{zXRzEDXiD6l
zyU_&|IAu!1*?Bcslj7k&R@EnQhCY2-31vliTH1=cwxwaXpG-(JtuTfW0Wxj(PvE&K
zJTM}x!&pB$C{Kue#(i}4_C{dr%X7GJB_$=w+@>FaB0s>zOF%zP9-frg12tt)1~h{Y
zS*l1@kZp`p#)&)|<P;f5#!w+Z!|*ru0Fquuk5<B4WRDG6kLc?BB_O-MoTvgxPP`g%
zEO3o4fI#R(>ui?+$Zp4h^6GuX1uI}!du!LND8lvw2NKoDp1R=k0#muu^B^mTY#1k^
z2iIj)7NCeZ&7nm1q3Yh)ccW}SWe@L9g#Z<SpQ4Y8i)(p!bQSQ`QrH_@nf@o_=d7%(
zGLZMDLbiH-cAjuATF@}n9ku<>R1Gg6O)H04^RoLMabH#PeFou$88|~~4bNg=2W<NK
zj~_p_7$a-}UL(#MV;{pw1_|;S$_svvWPflB8W`Jj7{wT|HjK*3k8i8)nEV*cOja8#
z63M$EEZ0H;y6?pAaTgNJAZ19P7Q!bs3OBt*>G&{V!R-+o0fRC`GmEGNR1g<l=(xS)
zQ0p=<Z4HIU?{WwUT~%o2t+mGDU``c9A=$Pasvm^e8RmIjU*GVTcr>#k5PXJx42I7H
zsvnTDd)tEW$z&W634!3U4d11hnAv$~)Hv7RK5cAl1Zu4(O=VIVs$OC)LCceqn}8Kh
z1CV6_*c9Bmmr^r`txIGvpi#Ym@vZjm%~>;xOU{6~l?GRcKc6P??X2<KZF@ySY*XYz
zS&{#Fb4_*c!I*?Lctv|O?3=s0eikt=Sx-LY<F^$uw@^ejjDK=1a@fI4DU3|Tr>~Li
z{~t+Lq38KW%lxq}e!s^hK){)TP9r=yR4f|kb_{jjBCxK=6Vrq4YnX%$ATitg{H&*}
zbrB<Ym6WEyyf87}7b|M5VYW;`Mgr+oLgs|6&#9#!dJefhlBI$BA*qv~-+e0}b|-dJ
zNcp%9SjNJGA7!{@tvEGm?j`u!{*0&H<vgIMH^llJ$!r2bV5&sLi4}+IfRO72cD@`^
z{0|>Ja>VI0SG@IrgPmO$Xu~W+gRcF_NsCMIJ;z>xczx*AjT@pTrx70ArEW)Yei7!z
zk}ZOa17Zg~q^=Fp*2iMcWntOOA3<S5WCMKLyhPDV^V-NU&@qDqlajy!cFq0vmjl{w
z5kaj{@MvNqQbA;Q9Z=DLkm3s{pdV9Hr$I5^+>;*%W-ALe%e<AOV-UN&N|NG0a2JW_
zo328N;o?v~z1@=1B^)d-{`C&Smvh%L0ky=i3n_^rtqnzcNKTFvgcoEEJ>Xs!&JWqw
zNOX5~cZ(fP-(aVP(W#8sU}U(;$mgd^L}@+UhIhmitrAtsT(y33h^SSdq8u~$>YJOJ
znYS>D{eZ2_KtdIXy~QwxVcFTM0ai2dl-)kvUq?bw%=xuzOTT}A^1$B4V-l8cvxC%7
zX}|z>AnNpKCM1o_ka)`569cso$eRcf`5@vVx?0MO?VI^+D|zm<yV<^e{fa!%j!jkZ
zGbbj-5FZpmm=CU-0fBrK;l_IdTGPOfX25ol^#wP18cD+*Fz#fm9KywLguP@*&1aB9
z%J3WOA@=8Oy7~sysZRVANRE!eF!V4`ksgdsK2EnLsFr<IHKQ5uJS;8k2I_?*ssgv!
zH8gY<mLAExp4UlIM6U_$*%<^b`lBJBft`rTWMN(vj(P3(QHxRLiDRMpk+zbCt~LM3
zASboWO-yGH1{{2!wFm?)SRfD~uU@`94dY|XA*_;tj0GGRkjk2E+pOBupeBLsG1_=B
z1|eALzMRT3(FvUr2-`}KuyprsY+Qc*7G}W4fT;y={L8xwe1omoi4AUv8;JeZjT?7%
zb=5_BG6zYLVDAOl6No!jA-1?_c73rBMulUE;KZ<j*X?_hjM(|so(*T?;+m{PI5{=2
zBN~fbY89HbhQ4hS7Y{o=+@guiDkjGG@$SCMN7^5b1scb=TrkheMh1wG+_8M}VZepi
zzKD=}ySg-HW@i3=;JI^2O(*^QaC29#UR|?s<9SH_jFI5Y1U>neV~wj^?s_0Urc4T_
zMjKXel^7#GA74EpfI)opugULw4fORhz|@?-dw2cjBkdPp#Ip<U+`04pK&QOyiT`DW
zjKDOq14#&CF=aa@uuoQtF+yP*A3cAkoha3;_wG#s#J#E>tX4Z-yYUD(3g<(IjJ!*)
z5Ej<;>7#~MpFUm2N@VX??ruF)a~la-0VN-47BPjIKZqs>We0?XAh48v;|fDu7MwXr
z2wYVQw6VDhU0U+Db1OCwLY379f)WyG3}7Gi4i6g<Zu-lYq>-bDO*H^^!BlJ|IR^l<
zgtWBg6RKM$-G|N&BA1EhS`W*f-3j(L4+rg^w2=ie+^;~D0ua**JCN$s1SOAv09bvQ
zmfNt@#8K<X*@jbE>wx{>hc(&R*`c~YrJS8I*s>hhrbJ``kjvmSt2q`KjrKuL@xd@J
zM_U&{{&KnM((udl8Yn#L{LY7eGlu+`n=Ah$?|lwYz;X&%v%31@IBXIZjdYcd4^OM{
z*D_*fN#RF0?>8g25#H5iHl{3r?BxbDOYebS&J1+2W<w|=F76NCK+-37?yP$nG-uPM
zCNH1Ji?N4z(Yu~2#rZs-;m`4|Lo~MvRIDg~^v!*bw{$=<72S|8dmEt}B0kja4BoH?
zdSVf4NS?*^$OEEsw=pShmrzhh#_7oe*Qk?hKA+AC8Jvs~w5VXD^i!IVp0)%oC!{c5
zL3`YR_qwA6zcZ9hz~b$OYgew}K5LSiujF<yAwg7?3A7zaj5)ix=`$>5%YdBc1L9mH
zFc3=8z-GA5BDqUw^*q>gvM>DMFsIbTQXM+SuffzT`u+R289wAubNr0zdstub2DS(?
zX%#SV{Oa2%7pZH{p``YX#wTkthr(#(JPtxI&Z$*VSt-^rVVEi#%1IBbH-D}5k4ZE$
z7%)A+*+igz@SDUW6WIhJ7eKxX9oBEWSLw!tK-2+6@Q;poU%(h<u>u4XY=`?ng92g1
z2&>L0_d%9zWn75qt_toAj0ooG6E+6@X*P}Lx(ZJ~;vpF6#Xm+bG<cT^vPRNl(-ssK
zh5~|v^QIN{`}+9EIaWmr&MAI9u!5UA0_ng?=m|c5{!9c`@J)-Lm!~d$Ien}4BV<fe
z0TRbV*Z>Rzwg+-GN_1!HC43dNu-_98;swxR_rSmf*E0IlQxKm(b3lhzVQlbeBgv#|
zJR-}rG5|dX8fZ%(EUkx3f<#uxE<eZ0$oc)Sr}U4h65oPt5LsNj2`NfBmzw0!p#8Fk
z6~W6vUBN8oH92fe()p_XzX<<(6zIr(gk|5pec-7<NID|zO{B=MM-iY;deZEI5+(PP
zd-t(ISCKupV#9tx9R1Vqqo9eHHf`Dj=n<sWE60D*B)7GtB?Bi53eFFHYLICUO@+?{
zi$y5tRfEqr%`>Ov&)<IL{g=zKVkeG;sJSpp6A;|JX?AuNPac8QD&YN&3Ci@rk$qH1
zQqpp`;d98S26o0A&_IDh{XLI8w&g)W*m<PZk*KsUT)ISn3uynq;|JsouR?$U-7BA>
zckcnI^KWDU`xq(UEphEn?j9aaP=r8aSBaY|(`y1$=;OpqRY3r-2znMO{aV%dF|})K
zm!rWPL7<DYNGvuuBu&|Q4=oqo@|Y?n!BYb*p2aG6BlWEf+u?Bda4a%p2I(A)DY`>N
zkWsEdqA>~rAP1zRDf7EP!a`I9EHXtwU`#da_moK)O5$mk?Z;wiL#75f*ODjj`E~vi
z6It^kPGAXvAvEpmM1VPTKpV+<b!iYn!GLD&pGqyLNf8k4(R|kdX4^bca#jsg`<jk#
zBAsd2UbrM}>}OLT3qiF2K2(W51FkYdrJF+NYTPE#@nWM4e8}MdhNY;*ix(3OBaT%e
zJgRM30Dnb!-(h=uO0=)-eM3V}zczbPA~Ic#F1PpR2bloUh-ethMcE9!<JU=+=%iWm
z*2WzX!f|St!UPE}O6k<(?dtJYuaJ&2g<hM5`rck@;q=rz58bafft#m+MwPAg)QyTj
zo?V=>%+!ihSU$+b1rj?B)gM2Fyf1DpbJ5R5n0CIbEa*{i{AlK()*?&nA<wo+IPq*6
zZ9ClN>t0*bS=8=8PQnl-o}|23nVChiJVjQhOcX3dL_|`zBph#TZG8_sv~ksA*>g1E
zC<*Az33Z^wJoM>7zQWyykJ>*j=xyI_)>o5)AQ?q588F2k@J!v{gbDcuFPePcMLiWx
za0qz)U&3uF8FA&BIxHMfKKOvb5;wRQ?+9B8YRe5QzDnW|_AxwLECfD!5Q1x+<jD>>
zw|Y^MVgnMZM|?8~0c!8}?>hmx;qUM4e|ibQlZlQFKoxxUVaNoXMBsvmgafz^5`zH<
zjjfM`$$oI|RUIpAtPKwjcLx~EzJ6UBW^uOcqN^hN=?qj$GNG)7orvf(oKB*MA(|N^
zLuhGfY2#(B@36AuqzBDS?16-8$1HSG5MT(npW|K=hB6P)En9dID@Mk~E(K?AcGp%h
zZ*$*EEp6?;NAB`vB4#9oK&-4a^`%%Sc8!`JTF7|1H(kDTDGTv|K<%RwqwIgf%m_ri
z*Wo~jxEn;dJS6R;z~j_ygfay9<Ho~*XCPM#h5QKG9gYP>?3OAxe$yv@M{#+X@FKwK
z#!-(m%T7(P<4o&70?_bB74=l~VvP8vIKYdZsm|cjfM3|uL{tcSMz8<-a?`Cn97Ggz
zt_1Q6pZF=z3+<154X>Zr4$_Y(&xr06cZ1hR?|-rlG~gH{C9&Vv$;v`mM33`QRbA~m
zV9O6<A?)hvdO^W`*)_Gmv&gRW;8Kyc=xqF^$s7vLj{0f`WMlbM{NzYT3V=+wl8fml
zCp+@?YBCUu^2lc}42O|$A$oCw@AYp9-zRc^920FYqC~mbcyreh5b!Txp3M+E%G#7L
zgW|Fdlo?iDCC<mspNT&b;t@l?!vSHa=?8tku!D$SMS$M}a86Nyfq{VSnOO6d(qkl-
zpS&-pf;!axkPDDZ7g+awj)@2fOHWM>(`B@-8iF~ux_6KVv5?&1HU*;OLJEwO?Enn2
zK($7sTgd7!rpTWV;FGB0u3dQ?;s%oZY{58ZG*913xF8@NUFaK%`ku5tsC{*+#|h`q
z52{b%Q!rt|9yMmU&;oNzOm3?A8iEvHp(PO;P((N*P|E~j3~)I)AwgrEO$pHmdEB-u
zapR(^zu-J#k#yu!Tibc;$vI@r39=^q8ZdAI^6bz9ynLy*D$vS`52>;c$`m`q4M!2s
z-LT>Pd%`sZ`f{MIkAohLcVaUhG(=K}8{p3K?8<`_kdY~R@IZ=!Oz5)0C!nme5u7Ay
zz?mWi_lY3d=`wHvJxT^<Qh&jNic*#+fcsbR5kiuH<qPwtqWrA{5l~R|pwd3vwwP+l
z1$Mi5>5@6&=z3oz5&%r);%a;l_Yy?|)}APB@({{0h9Ev|Q2m@9Jimh)04<`E+~AMI
za!}&rR-|DBFk|}O;ZLbV5z^eewN4EMDn?X;?JC&bAX(PPFrtP)+6TPKUC*}D2uNVY
zl2Gq$ZEc;1C7MHbgkRHRU*6Qo)*gqV51<$9*n4E*&J28b>J1<7hQNa?L|gHJ_>w;s
zcMe-m&a|&?wafav9yXJA!+s;2fb9Hy6D)2PobY?1`oe`14%8yY_~U>CQYLO#u?C&T
z)~(@JXb@gzg6u@dgF6E-I`M0`brZ091_CMrRmVnEd&K8ZK@eRQ7wuP;S^l~B_#EV^
zL6U+{*3?<^^Z^K2nCgvNw%kC3iQkjEgzhkLyi)a05S!iXHIiE<*;Yg!#L|QOD^j{8
zd%BAh+VzQIU68kw#ycR#TD@)q2%wL77N-#i`LQoun$oltdw?=EHBBfPK88xp#;om2
zVr!-mG3jfbX>8OC2Ua*JYX_iBH$4=x9d%_yYQ-6ba9sz-=l!(YCE<xeSPO->TY=*b
zHs9SzA#~bnGyhI~Apu7|1=I&g%uH?u%|fpMv;ODnuc2~xn7uVyw(Pb6jeM*I+;J2=
z?{&R+NosKM;znFY2||4LQmBKV;OC@BMgyl^|J(WV=W`*#CoT}#5ckPJY^UvKxf6rR
zPyUpo%YdNz#*WK??Y_;%-(f-+Ltx^@clEy_#q+b4F1=V<xHys$f(&E1S@r3tv$3%>
zoFU{w!w0Zu8@wa6DtQ{!6OiBrU&ez#<vsTHhn-1RuKaoZUHw6vOL`;Ei#+ueuDzdk
z<-|govth#q8Ppsgm}l06aj-1)c41{>Gdl4J*vb@{yFpMIoqmgl_ew}gnj?Ek@-@7&
zRvITp+7p}dPJ81BMN}(0z(qEUH#RmCq6}fLDGbZzrgzYQ0dE-~NXbDOBJgFgW9y*D
z=jA#&_@L|1JiNy(D_qkQd^q#lixgyf^ZEWD!fhO#869S^iE9r5U+FSnu9uk^^o7Dd
zK(gh*C|br{;0IFlk`pm0aEiZ9LCl0XOoZ0|P;v+|3(G8>Gx_XRoLs+WX3Sx>Xf=Mm
zay?MgiK?rYD-5dh$cl+$7jV;MbOtZ%v)SVODnTLia^vrN*xs=5!N>ejlR>WmQOnMx
zAXJs`vs(EKw<J>axEELkCRxzMsb39AodHV-cZI=WkSB~GkPYV*s(>8m^;SfXWNCAQ
zoxE-A*0`aL4<uOh8ZbT6Lx%}?HOgCiMm?xGH+U3S4xj{Bqch+Nh`!j)(uVGrL|}wE
zE|OO;hX96)rocA#>z7f|Zup09?b5Q}o&?UO!pi7DM4Cy=5F}dJy1P2fgFxuzAR4pK
z&<LsS_e?Q((X7orPL!4aQ>c?uuX_ZlOJ?tVSy-0$pq6NTAZ|nfb7O^<iIndp0w=Jf
zzwj6o`mQRiE0+o~!a3FN@Jh;$Oi$Y_87m8(PBsZ1xeHlI@O*kmHgR%tQsQASvs4D$
zrkuQdC^DS{Ya_BIRS2Lj(yGJfmRVR>pwdO5ZXALQgJV0X3gl)J6B0rIx($vw<-T^_
z*a!^+xEH&?BX|$VCv$Ofh5&8g;4A{Y9fcGGj2$7<!T2iI9f$tSpm@01E;thB6(SMI
zb;`l>DirCU0-cuo{r62x)j+3ZigP$PY8TUgr3Su*ex1rrevy;Bb`Lu;DJ~#nA#`c!
z9P)K=a1f|Pu)<0+&yx?1gq#(-fr(U4qaX$?!6R^s$dG2p3m-lRW{(oB%Ow3@rbw-8
z1}$ZLmlx75Bp(P>tXZD91PrqNjEX$27C8t~=uFsWSPb-enRq>=<Il#%MrpJeuTMKL
zzoYQb9-O{kqn#ok5D4t=?&=D`e)|H`iHZnP+Da=KdbfqYG_GYTCumD9a%ObUe-gTS
z{A=AgFs5BNtqlPR*abMtMAoE`x+cZoRo}Qm`bqVa4U=<7zas7yUA>x-BB|P6=odl~
zK(HSKJfKW;F+!j1SX29h2U+p3pqLRvhLhC4gYC~gc?dfj+;&28G9!7E(6xM-F-w!j
zCOL#nQs2~+`n9gdqq`q<^?>&d<|a>6-5XYevV{)HWX5Yl(rXghxc3~MSU`SeZpi7v
zg$vn_ZNcU_jpM@HC=GIicY3<J|Ni*WC@=;){5tZ^l(`xw<Q)9iEiXZOlP)lpH!TOx
zy-cj_dv$qhezG3rH#@nGvWJGjE+sAIMm%amj3l+o0)98#t{v#qLO4bxBqaQJtuVOL
z`0ic%nf6EVQmfQKtN=o64wC^-NOH5JvId*Q5x$->muwbB8WST~E_`KhMEW@-cx^g4
zxoSga%i%CH!BY|i3OqX3^5qQTS_szUj(s(1X=}@Z>J?cBSpfCZp!P}SRRd!?{~e9q
znn97I85^i8LLe4F`n%A7;viIg&j4bB=YQwu7KHVw485Bd>AVgeCLH=KWQ)TP;_@IU
z47+@JB~Cgt6if;TL!Q&U`4y0-bv~TO+K^^m`SvY4gapqaY_s?9IEToWfKh~>^jrjW
zx*^F6lHxQe%tF!{{!1G<N7MsEgZCk&TL1)+w(DOaj4y<?7e&y}`0%^eTnWFRe&6$?
z$&bKy)9w{~PKri&D^bFLxh7Jf`T2QBUx_w|rm%kfdcW~r7U23YD4(c>#Y!8KlnTZG
zyL_7UbaejoI}w5%%-cX?-tv%O201&WID`r~j0#~Jh71CHX|*}?fgb+g3n9exImPGv
z%M<63uB$WS_0)M72|%=!xXu)MfrGf}7w~K(K!e|7TD$vpNNK4el9BQ#w^Nuk@85Ox
z1hQ|X9}sd90Ugva;Ase%{P5J&dXn$MbFqi5F>k~6%7i8aXo$)9%C@mxvnF#RMks2f
z|D2arJd9d|O}@cH1~mA7dw?TSNdad=%1M6w@M2rJg^fxJG~TX*SOWh8WU9m?>PEc+
zTrjXC1%gKxbRVg1!(JveyZD6Xpj9|UL^dpvYmL_yQXrQU!AaOQl2t_10?tG0QGZ8A
zho(*o+8lw82B!gD2zxOaDbg&sC6X#gm9-8-AZm{%l?!4KIm4u@IWNoT%cal}=AQ$I
z0yps0Tp}XzhzPrpA!zV2J@~ib1wc|4mILL{I>?uARNa6aZUi<Q8S{5TD#U>H3?c8P
z?^ZA*>9!{jUn<lhfy@LYB3z$AZR1nZMs3x=9l9R?f98{Z@9=ExPhPi|SEHt2Z|4UT
zNkYhwBQMzaGJ+G;PgSU>M>+ZuYMal1=_Q|`CpUk-h1onXYe{<!)BgkR33L(@D9R9+
zTzo+kSjuPE(zw$X5CBryj8hPZoyB)KVl|`BoC)O=?>M_?Vxw<g6?6e|P;VakbU*gA
z?`v0`)l2K>DL}?b_#UnmE2Qo$G|l1TcoFJW<D&^bMfMD!^JxHUWH{3Tw-|Puve}tw
z3h~b#%%YSB5xQ;LwhV+wq~Mh(t(nEp{DTKvoVy5u8x3%GNB>M8#dm(c^|OK}v9uPa
zi%U>22J=K0LCt|`m=pooyw0_R-h_4K1j`5n&7kkzz8OnEq(yKa7t{ik&;=wOS4O&k
zA+Hhs^l9Mzt1D(zf=mjoM39ygsSJ6i49V-M21Z#@TL@;Eq><4M26@ummzsWF)ZDXY
z1-hy+fp?08K*Rm^Pb7R$f>7oU%Q3M6@?+^hO@nnX`Xpwgpc>s&H-k)H4}$xKQBr-o
z?Wj1FfwgWJN0_H!Xt)ILuEr5>7?zTeF>rc&F6IX6N7hpIfH@6JTPd<vQ`hgCd40?z
zUTMGw0E_K#ni*pI2#^6NxXmuK?a=Ob8oDMf^3Iz6&*eS7pGgdUXvp9+u9>vw(l;`K
zNSzV6!6;(m!N5}HpPz#+)&wm!h7=P?=R>uWG>N?EO44e9aA8o!(7CZU|2UdKYH(2l
zxQLW@uCch$g>yc*`%=;E%)89zYx{5xHKDB|b=un$6^W`0s@Vj!be9q>17<pq@+1~U
zea1G3(NWo&ZEytT3wI-GbcKb5N$C7HH={B!6$Mo92#-GS>A?na+CXr8LGBS|KeTaH
zYhNM@h26-IFmB6&XymJ~zKQ?4|Hs~&$K|}fZ@+huA!Eie%a}qk50xPl5wXZJWvC1l
zGNw|-5R$o~Se00Y6iN~$8ibUgQWTX;Awx>i^FG5`>$hKf@8|h%|Fe62$F-L3&;7Zs
z>l}{rIF4%zA@tLyc6F@s{iXz?T-KsmkqQ2*rv?z?d@6Rf(Qm;Jl(yS9ezgxcL)Flb
z`K%bZuwzAt%7oPHc*Ij1?~OT)brO<pYh2;&S?wZHHc}`L1<j_%-rac|n=q&krJmXO
zr#U(Piru1YcK{;~yLfTj*Gru8&&8+Ob3r6b(V>bH(2x31hb)4aLBlnHYNE>U!L|6X
z^o9yl+|Ca!uUy;$(GmsSn8(c(uXC<li|<E;QQgg_@8VHx*asjLEN_#{tgOb0MLelb
z-s$NPyC@2%zD*KdrH8Z??Goug<hhkv(WES;qmZW3<kHmKnDzSr&A%aftgS!;wXS%{
zFe8YtiO_REki4v)Fg!Ml3^CiUt(HnBUrWLJ<LWn<L`Xi(DOAz|nWVs=dr4p2o(jDM
z7uZop?4;T<fg{ZJxSt<^Vk!US%hEpz69_R*z}&A21^a{V040Zi8q<zZ6f>Gs(k)=<
zj~qENmB@AyoPeg96DGi3P|@B!djkDKW<(DE$=r{2E;E<WSfD@WFDW^B?Bm%8f~&ft
zvK^V}a2kYMEQ1*;TXR<CB%d^yF}#RkDB>!EU4jpMYcW6b6n~x1A^j}SaV1?g?J?t!
zs8)oONBL?#e}3SFb;yeNXUI$oZG(Gc(J3KlpqKodG>^IuvgUTiXCwLi0RG}VURv*G
zZ!Jb)X=T$j`to-o(P*>@BKKH%@_iX6Ls&}<+UP|0PIIc!b^onCDXIs~e{kAR&`}(2
zLR%RJnNOrrs--{=66k9Uj%ywxV*iDYY^KC)*!q&b^TAaYC;He<kcQ|;nyJ*NfsaD@
z)S5cPoRRF>U;%uiqxDg=c%gx2LU|uC-*_e}3&SVY)WIps7}PxoOlU9UWJGgm<Q^@U
zD^KRlyt2lNanDc=g=p)jF9I0nr82O7Nxota4L^1iUgmCeLIM=<Uw8cUeaVS>P0qE`
z^g$1;WIV}x?=&S3L^%x=*n7<Mxd0O%N$3FKEsGwFsmlqrh3xM^tKZG=`OKK1x*I3@
z<HMi3g!2Bdpc!<%fz;6V$wsf(6i6+`qjL)eRh4Gg#LUc7M@L8IcMD7M-oH2FF3z;~
zla8CVH#1A=^9qtr*LLmP5O-E&R)oGqV{JrD-Vx6IYl0^#-w6z<)zs(#w}NU2{abJ(
z%`wwMKVQ70r&m65)Tl+-=S3&PngyRcy^bggr+oK}9$oMpy9`L6=Jh%A8@maKZm(N=
zyLdLaF}Z6KbB!(?JMKo-1yYs9TJ<eCGH62av$&drh;FDKXRhrB(Rc7Cv%@ZXz$6Hq
zLMOd%SN&^W%m<*7{Ye~ETR5d3zeb3nC|SPmwetPuV>z&~loD}O?nMI+46-Z^2)~Yi
zt)BOxLxk4otI0nSc4&;CgF0|7=Wo_`zP<f;CK%=K30J*Jo^bT^di82gxD^G?%C{N4
z#`&;u*~^qA6ms34sBVJ6J^_Z^OQNd3{wzA(ahTMg$v1{G0DaJRVc~T>ipT1G?H=!A
zt;Y*^bfA(5f=7%7T0)vW`b4w8@8zq;XD5K&ydGD)tc*5i(Av)@;-jz5iK`*|mIgz$
ze*FWFPHG2G_X0^RdUV=5{_2DMhd@<f5#nC6X=~c7-u%q~fNU>F;{u*QjnezNDRb(;
z)$dx-n<7>;-4gM~>^dS+A`S?00(E1-=?<FgU}&=o*uCC+7ak}m)sGe9S{WsWuKVn!
zqLxa@VM1)q+c?KMlpO^;Q&Cuf#h5?Avx2*7y?1L<uzI(Te%ALv({0QokU@Y}jg5YX
zDkMm?v!S7(43y{1%j*-Tw`tR+d&p<Gf^0hgx?krB70XmMLrUTJO(b8wBC&g~*`m|o
zfmNlJ@EcRWn?55f2Frt3U`n}sl<IjBhh7HgMxP6|pLp<w!pAW4&3>yRl!{&ewJ;>6
z=gne+O%5L48ooek!04a?ss%yW8Vxrd5zQoE@jg3}Ij9uLH0`Q+h*?PcWRjQM7|m=*
zh2aU=GiZ!`Nrm&@1(!L=?1bG7hc9aF@3q}}<zrk7U`+!09e8Iz&i&jy(|X!ga$f&u
zCK2qRP}@FIEcx`&dSY^|@)QNiGhSn*qoD|A(5z5}AF3TWm%TQdG5JEhY;tcLd@CCG
zJ)P6!eq)jN3#Yzw=NgK3dy@i9E&<njV8N10D=Ee$U|DYL+&Q$J0!7OIWohQXHq`Cg
z_u+u>wR26sRR;RjYtbi$qqPh&Ax&>Pj~~jW<MbUvFTZWjdQf$i2C`LSf`R#E5~Z@@
zM_FN8sb3%*Bw)P2jq)|>wi?h75Ky|EbI?0rRk%86T76s4r~qE4C4J0*Rd3bJ0uPUS
zU}a9#A_O4{-s{w@fwdh993nq!*n_2_cvcoGp?M?-T|K?)>`%par`9LCjPld7QiZ7}
zg)jqXlaz*EmW>-XE+|hC1A3;5sir)@@LHnBrwAOz*S+?>?Xxb&d$@X=9$%JHO{<{m
z!Q@nEy<#=gPBDMMhIwCp@cf=6Zz;J2iGv&6ctP{-e@^x>@-EQ%?q?Zk-mk`3TH?@@
zZyIZ>Jl1AwudMT!)&~-N2Oy=i`}aG*tDtuZM5dxP@z(douT8=NkV6(dESHX5C^ek5
zD)^Dv0SeY*D+&$fX1*Z+BURDX9CNMHMP}Ayj6KX>C;M^OgW){yTmdPpUF3}M2ndg{
zz+;mScAq{9_WF!V=lYDVC>-Kcvf~j49i|?Mlpyn=<KLOa`kBRyTTZgT^A|53%TVNz
z@qHOFFxLbeTBOsKexF0kc*bboD!puo04`sa8ZyW2Xk%mZm}PVw*t(=1o_^yXVwf*E
z^x#ZZMMXu@jT@Vo4SgK<$>K!FHtJgf9Ly^3f!@~M+jAP@T=$RtTk=R8Nksh(6+zTT
zY+z%mjV^>pA3dw>liNS!advJqzu)reGfG3S!(I|tieRG6ORRO)B2k0c=c$RuP9LA#
zO$$_?Tx~)*C<pXUteqI3?~z|Aq$PY(!QWb_1x;Qw6`i?^I6zQRGtxnmn8uDlvdeI2
zXT0Xg5MR+lEzNc7vrlka5xM6SWoH(;ID5t?B=CZgjmdi)(&G~|*FYm@BGaDtp<27P
z*MS@an)Fnoz)#Grf)Q+#RNxQAA(*mdi|d?e+RQKib^~wgc|_l7O5S7Xbg3QpZr;3k
z#W?5Wa}$h=2&vDWRXVhz;b~j%A2U6j=0HwCB#Tr^hNQH#J+hckMvaVCpx*m?^2tV$
z*74=pwpCPNd>I5AYZ+CkxvV|>>A`>rUgwDv?yAjum@-fqH)$Oq;V<DR(M3PGv~0wm
zZ8S7Y;F=&r06#WqnhMdU6Tm~2qO+^jjAGg`VMK9wc0oh(vTxwakZ=$NF+_r`kW&*`
zbSNEPTBrC}Z32^I*>_4AN59t*<BnT=W!%&j2Tn>E@nKoe3tl=wl2Y2}^ZVt`^Trf~
zIIcVQzHqs#E6>g7Dwq}VqO^g5Y&MU}TkHZ&GPmiqvHVt=;oLo6&YI!RbRwRD7WIQE
zno-aq{J@;?HPD4mAI>VePLR9pv#zWeW@H3@1IvwW<J&3EIEOYXN2VpnP-b{7zQm3T
zZvn2QVCB5%vf~K{(2c^045A^$fJc<d6RCJk(qqvpT{Ii-)3Q;c;d0st2*hlFq>lB5
z-3Sv6G@!M#3VkjlpO_f100Qk~v_*t|I<}Xb*R+1<j{@c8Qy?BObe;9*j~91ZIxJhp
z^Qow)xO`lrQy%1Z$pR^#(hHD-Jp_a&(M|`qH}5%K4hP{?s|XMvu>9+_@#}7<55Ifk
zeeIGC&;IdZEKrsYpq%31QGAU<XSJ!Z+C<`|Nsohz>sH%u=(;W}EbK2pJ2kb49e2)v
z)0-glJjxZ>=uFHGG4YjA8@tlv(;l=myjVFuJCC_;-3rgGT|Et%o58h^)_E<tp^Imf
zZKfWLrU-8+EYN%>>b*b$Av`>~r@u%<W0T**1O%S<`tw2X)k1Kual>o17_ju{sLev|
zOnUHOA69I;g9>8|it=J&D63B}jjQ58ra2#Qa&p>h+BpEo%a^WTRMT#g+fhee#>s?C
zcbQ|vU)hSKiWxO@rB+*=!slPBmrqO#b4pwCn{__h8bKL71Ox8fyBm^mM$p)I!?&-u
z<Hz|-=7k$Abiz#y#Z-t370#_Go~v*(jh|g@c>v-188sPxO{4H`p+=#E##Cw}@pE2`
zo01SvuE)hKEB!D>JZ!{2QPECMuTfG`5(L`>;U{5q&}yJVbufF;rvgfzTGm=gp{Asu
zjH~bJ>Uwy<GG&%G<>M!7|8SJfS6nOG&;$)bXs@K;_W&DhBFA%tckqvO=+kHN<9MJ;
zB6<cUs?aabhJI&vVIws1fPc;VMn>q~U|A;%3c~lD5xuslBwUb;K7Ix8N%5%MfN7Of
z1RzF&xYEDI5oPDt*wmyl6NhzvpJMk5zse>n4fu9y8XDf)Y;Nhbyw)Y7K?mPzojH4C
zyI%2E(^%h=gbbOTGK_t7+<S<l9_I+7^0Y7@lzW`x^WA*k4(6F2Tv#}XTD^hYlgs<J
zZUtf-22)Qu9rn`&fRsL27$)u|E<s<N{5U0H&C@;E3!%`Fw<t_R2X!j>D|3)O@QA3w
z=uWf@3}!vPo1T8~m+%X+YetvZbp|GYFr8$dwMd2zOy4Rkpq8%ggn37pTKsY5&;5)t
ziI)Jf`#2He9Eq2UX^R#M1T`PB>UH4_zSgUdYd>UeIe|K|tVL2RmF&7E*%yA9(#AW~
zCO`=6IlLC&S3PoL^`n{Qt9V`*cCkF%GH7aw7^W8!;lH2k+cDXN{l(jPo|h*!Yq$rC
z)zbpJut44zVQ;3pU1+<UyduK9sb^=b_xAR_;P07K@bUBjl>@s7E((-@i66pW>ro+g
zRR}yayjDXsXp$3!Y8C^2B+g0;qXb}uB&H660U*$~B#BU=%lKhmw?9-{_Op$lr41@z
zteyZGxeUe+T*4M;8@(Qpifi-UZo&pqQV3#4N@K*a2{Wprw2cZk{ze`z_f?yz6}uXW
zd*?Iq=^@ZN;e=4{UQbHe7UI=vhh+QM|73f_H}^1#fi#s1f3}?_RK1gb(O<P<Wp6?S
z68ETuQJ(JVb0SlEUi-d*(<)YkV*N#Jeh;Px^ASrLa<M6r9SOq7^NHM1sBpX6kHA|k
z`R!eUa>Fs+W=%i>Ml*>8?rng9P{`9+t&c($>%f~@_WVX|jD{47qm#P<X)7uC$2NL<
zYqS}%#tkAxJCs|G6Nv1X3kR4E(LUh)Ag&)>o+Y09=9%(8U}K1#0d$W|9I$7E0fiem
zD;6&wUe3Xi`;27ZU8ur@iG!vfj<X=unpliH$@@D;jeT;1Cl%`<u{Wdnqi?D%^KE@I
zUn^xv{_ES>&yA}(Uf}k(*zlro7lt6ml(D(q)~(eV8LnsY9l+-%`WqUGJu4A&4n3R5
z6bRxqnMpNNLv~)pzCn~htDN%A_WTMc+zl92NZ_F5-T$npF?t+Y3n9HgtcnGX@AHU9
zZ%Mxn^QM!)wS27rcx!2E*ICc^$7$k^ZcSx81fA^Y{G>g#>ee;#H*h(JU)Ihdq5l&N
zjzNQwP>S;Q1I`fF5grm87>0V4Ft_%gnlV}L3G6IiVBsz}C5wqUv2k(LusAg$bDu;0
zAs#NDDr>!sdiJ$?a?!u$6p?k+WXLXSAZ7^kBG9;WpRAbCzASGVRDKL|w{eo@z+Bs%
zTp;$20<H3khvJnai+$?UsS7*D1U;{vzPwhDd2O_OyvjUM7N_6)LXUug73kZAPAmS6
z^cD9|_0Va=rKdM%GSvmxWCyP<79kf3sGPhN7Bx;L8|uHdDWNbF%d6YI{Tpz$#Jm>^
zhizO<AhKnOQ&Cll0Gl;G#%~yaeF;UZ2N5!lN)usjdd62y<}zwsaXADSGhO}`DA|&&
zOA)vkrn`tM>8GAWeXp1CHQ{~j1HS+IH#;1ItthiD!YN*mT~D7r9X5EZjt6L103`v^
z_yn?TG3>^Lr_E-*3Y^eYuTOTv<Qe{_4o{)p(U8}~v2(fK3q@RN<Z>G#R4gYHE{>qw
zV$NAqv=bj5MeeP{!$wH7kY>shSKK%wXPljAK>Oj&)Ivlgv=o0aKoy}HiACvq%MAJU
z66K&UUI&Jj1PA${7`mIxHGvHYC!P1U#~zccVBW@{{(^*rgg6Frzeb&5B@M3YwFZW<
zkN-EW1ij0-=6}3t_ws>45|w!blV#C1AM*8GY<kG|o6Ug=szBu4s(~l_kTFFQv<x4t
z((>}S%*?V=8(Ot>67f7I2=^;Z+&`~Xl(ghM9n1`l)f+|!*rLw@1(HunS!qRC*mPr9
z;*~Lc2eGxIDi`(3Vc3IUe6WTt#;*j)y+?i2%5WVwxa|}9zYqWzng=?4|9rOR%FQbo
zq7sX)rEEK|Bda+5KdU&<zIEAhp~}<o)}T5NmO#|`ID_FvqFa-9%@r|+DIPDIamj@{
z>v0rbsVK-~0>DDYrl(JRTrypoS!`pXPaQY^dYRp$9h^VERHKlr4_d>^=>Rp7*A*jE
z(uE7Pg0v_8Rh?AjE;C>J(FFRJdV^zQTs{R~15Og97HZI*Dq8G>VrT}(CL9|+ZPi&F
z8w#%EotJvHlY&6T!VVn8<&du$FaW*2f5N~-s*I(OJ``GK4vaH3g+|>;Y7*cW>80TS
zcmmXl*k2(|?c96O5Wa$ZA-8=~KIM#Iro$Y`=tjyG+rJ3dfitR66A8gbiM9<hl=>pv
zqM#N%7R{^pTT;v&*cT3XDg*?@QCboa=kh{3*GmtqKSiOXv|aoI__x9hW|YIZ4NAFu
zi6j52NP8XdSf>5$@H1wZV(5TRi4wL-)QU>R8c&0XFIzo4#LG|K8SyrNX_FA^@t0&+
zDA`!tArM_|pmj<a=vBuhJ76xySd3~ZDXN3QoixR<=k%E~)K=TrReAh5!Ce@lhuS|G
z^Z*}cJQ;4V6B!qJ02bvEp_Z;%HHxhRD;|Bbm-U)p?gV-H`t`?#hC21g9NC+4oPSql
z7Cqv5^&>><4a**?fbbdiA1EgQld@!PNGT-So+9liN>KBmLU<KBOX@@cPZYBa&kl(g
zacAA@XWkF2Uf@s&o<H|zR5c%%JYNq`6FR<7I~78i5ST|s^?=?ysk^KMah?zIQl9;5
z_D9O?C7yr_L)2ED8-8rU{D&vc&)86fa{bf7;E(Qlw2ktDDy1ptue=w9dAE~vg4;Q3
zdDLvWy?bwLIJ`xPNpuk<f)Ll)V9!|virzN{qh~IxpsPCh*SBkRwQlN-ucgGu8)zw)
zEjyBkgFK-Y6bw^5bzt|H|GDz!GV-RV=2>9T>@vL<&vRPq4J3GBhPKn>0w<Hlt5`i5
z;j$;N>Uq^if9ZpC<*DO)$2;`?*W6;>j*6OSEl@{r^kb+?mi{!^si6?;X^o@f9DWOL
zC6-558v3{Gf#d>8<E|Fx+F>)b3;Y3F&Jlke^m`E94F<I*d%zO@J<aFl_^Z<%p)(M_
zT}+d<5@F{O%w+WUIATdp73~LBqm0ZgO<L#rAcvxf$$j~9E2}V<uq7Hqj@yMJV}dpS
zkJB2~Yu9Ng>?K3ZD%HxbV&iSgK)(?~^$mw1aAjv63l4S%0X+svR3)z$TSl7e(L;wS
zAP63@HbhVYyctIVTLwp+F@r^(`pH6LV)-TKGCjt9g7>jaPNO$vvU~UWHD!+-JB;LY
zV@1uv&V#<YFzpI#Xc(Dk?_a+OVv}YdTm<me9(SUi0?2}1RE42?HE8!c!_3By-+~VD
ztD$h_Ysk>%S0kcc-oQTRYCW38lZ_mylU_1_6a4~p&)8R>BdKWNs3??}e!9)*kzQ*k
zTer$(|MA5UO#M;V-h@^SVk3EkPaO#W&uiLA!xa}3lN;r)JvIj-x`cJ+HKNJf#K{)7
zdwOY6wvr{qH&G-F99H9k3NSk)7wv%QvDaxroT#brKfGdQ>r1&N`!wbmcKh#^aoI@f
z4B$6i0;m#`aLVp6ZzM9p2p7XqVC1HXc6dq)ogH|)pKXSMsh=W-q$O@7;?k_pUHN*l
zoI+#-EfR2ti2*`5hiwAb!Z8pUv2h_J?jLFMefgLt$pw>WM0(A+Uj6ip$VN;QvDmGS
zeSvsIh)4s0C|)IQpx=yR>mc{lvgqqnVhaRa8)-odBcb!p_c2yX;Buy4fuEz>9|Ncu
z%3EC;YYELTY$XCJ+Ue>xq_-Hx%7o%=v#^Y^tx7G8tvFlAc>MTy>=&OE7P@of1BlCM
zKOUZWyRDY!S_nHLT^C<VnTi8jpD(!L+U%tJ9DMf$al$pBZk;+FE1ZUAM>{naj}(U0
zM?*q9#Txjh1dHMvh~p-3+yoFpDbESm`@_34wje8Pp*=ndk!E(&j&pW|wpB~He&g4P
z08p>@`SWKC0b9yVBMima*<ly%lKjDfu2b5Ca?`^?M?SO{>LtkjHKd{^4vPCaP|c$1
z+FOnPZaB4T6G=r<VxcF_W$U*(ov8fUax;(5HE#`AOE89-L%%il<tta|lgMbYy`;XS
z2*aiwW&BNgr&I=zrQg0iCkiRdmD?*mU?i%npsuU|!;xzQGt4}k{&UNRODtvSZf;5<
zK8i4Xk&Bs82Dw=@#F(kxJ~FsDEO~{SD1;tAzK)eM-O4E3(-jJl#6zZBN<Avw2i)4U
zO}9@@{}N2xtbyqu+9&HLCYAYEIU_z^&+!<JRXq$W?lfT%IvV`qevy^<DKM`%Mt0#F
zjGJ`eb=f%jQ=vaB-1n6TA*~P`Hm&5lUUJFdzcx?2d=1V;0&k|5)vYE~U0a~#=7!1)
z^u<N_9I`j|_OK`YE>Mby#RFqfcc#iF<@eLmN5kLO1=tfW5~2%1$-ge&lMP){JIn%h
zF2$${Ej)C@01OM{kU~RK3d~6suK|9`W?Gg}({R~QQqbcD7hh|rOjK9Mbz(ejZPZUu
ze$6R&=KnVgjktAh?8%ebyYSZS1qI!?^n=pkN2g<Xr+w1It(njwoKTK%m9~~atr5lP
zIfsHVbU@6wLHt^e?s3pn&muO={r^#=C6Y76hosyMgBAqM3c>1GkpUY(5tEc;GRAjp
zY4C#)a?eQ0R)4pD<0DVC|Dn<*x~>kOCLQi9xmK}-tuYsLLqzdz`yLg)w&U*#zI~m5
z24Uu4d<memJUj*!o$L;_m^z`*l=QfC^=fxypNg2&RI&URMu98dMd*kYnt%2@>6CjS
zxgQ)GfY<fxZ>fFZ7VAHm=WuU(uafh5{Wbpy80!|j9#bF<BfX{&jKJ|cQ7n#GxE%!#
zE%s1~KjxD042uHo=sRI|)}a!|6pl>#jIuE;oQhS9)P*K-TEAC`|H;B;O6JOcQkxH>
z+mn`s9O}F(i>JdAr=c)PQCXf_`fRw=SbV>-r<v9}LT7mV=h~a{lMTHdbemOC3F0UY
zSrp81H*c!2O>Q!c@AJY>+8(m5q-Vi1h+j26EQuM>dG9eIthlG60BqQ@rM4XpK5L<$
z>H#O@911DuXr@E0lA8fSF8+MM#14LCS4P4-{1#p_z(zHwR{J~8wt??-pxwGjdcQHu
zw_PwA4m{=$1q2KdN0NzAtL&Qen4x~&`p$4p+A=N-soSDYEwR*RJ}LD~`|3Cy+=J*W
zb23T=nlUlvm#d1Tu%UYs(39x7gSce<DKqSSd-@-Hdwc0jp~CE-ix2XB2VyTyDN=I~
z^~Wy%<3z|{o@(L0JqvZj5sowDr#dGXNQjX<;{t&zxFu^}n!sadT!zC15tgTP9}p&q
zrN8hgiD)-&+-TReYb`qJ51&78I(BSMKR=CRRT=!rJ{5fB{{6;q2IHtBmIA1f=Z1~J
z0lO|<HHuazAa8{H3pY`N-J1*##r8f>m1w<WD9K=k>IqC%jui@#jRfm4`)`YN2QZDS
z$=k;l>k!p9U;=?NweU^h6uNDNVdTd8%w;#>DznsQURc`{)(VF;F#(!Gg25~-Mv6ju
zobMowIM5#3H)ZCR_{NKRbKB4Vcu!YYUg>ec7Zb=l0&Gb=@$054ybD8J%2y2-Jb1C~
zYJe*7sDqL%@tT)<A~c2aD~@ZBsCR3`tl!?YwVKI#cY$XZQmlcFz_ysPV8K>$#ylP?
z)7OM5>1JuYTfeheXxqn}F43b&`O8rl4svrZV#(}%xR!~R9rbEMf;*M4fY8X{^hJVH
zPwr~K{KE~@7_8E5-}c3{UO-7^s#7?M^{3?PzIM2+^V;$zzx^ED3&=rxt~DjC8m(D#
zsmbZwl30Sd-GADv_;m|#brpjbG}YppmVMQwC5=DqU`Y5wudS=#y3ZYGC1N>uG1sCy
ziBL;GLB=%$ptVEJ_l@py<LcI}*suf+>>ylQyvAZk^oRvgUut=!R`}7Avj?Rb5US&8
zi%?}sBk0U44<;83`QCWm4wnw~%X|MmVLDSwAN4zk&6eD`0WF0WAr!W1r4bjMDGx<$
zhSZ>$(87(3HpQ1PcNi+vI?f@rN#(U8)yv;Kh^+;l1n4fVFfd3qqW*<;Dxl*|KRu21
zo5X1nE{-Z{6M_AC9;$!-#SJLWEh(fbYW^piSe!k2w$^xKV<2Cki<ghiw1jb<E9_DF
zar2(4&6_tDiMP=A$X;7(>3N&BFkiq>LatuY>E6Bf`%M|E`AjIR9O8*s+khLif!=C_
zS%q9rLjaveOJx3dhj_A*{!#%i6_xc>;^QQNxF(pH|9(3=3RI1-rR^+0D3rz9_rj@o
z#r6d!97)6+G32pWGb2gEgLIcTcfdkZw5zAZ$f!ZPPlZO7-aXm*k`6%`#S~1sElyHA
zrO7h*KWrs9boH5&)Yz@}dFrSW)f&GpdXQd=v3liyFC|NcDR#+C=-NPX$O<){KK+@9
zVqtrPF3B;#c5=bzzvM;;x#Eba*`_U9jz={(d-!e{ALULZC_N2)gc_Kc)q?OyJtZb!
z(w0&1i|Yhbbo_%{?k}B}9e^H3udUhTJO7-bRwMOI?<Ww68C7ke6_CgUc6^%)#GqS&
z0rf@A>%j;m04;foH%MEF-Lzw+{wW(>3}4s2Z`g@H!5iXxzWT<QlNTs81+iD0Uj?z^
z?}`KI>?^y>L#Q5Qi=?I|W$%UK5&xh2-|#=nntW@%9v2ZUJUyw~el~{q8C4bBL*onE
zNn<I9C@=Loa!n?=iXW|?ian}KmGB#VVRAL|Ye0`KE6+W@cWi_h8PYQKJ?s5{PTv^&
zX_m98OT7~z=l>;eSZs0MBWx6_|L*2pN6$9#!>mRy6Xq=n<CA@+G`J~3EA^Hw#Vb?8
zFJZXL4pfE52&`fZ^!@vHMPTcvqh%#F-PT!t81gdG%o;}rCTzMa&KaBGqa7tmh|`?R
zvyf3e2i|D$>Q`qrhutb#R}q@z=4{JiJi3E|VUg`#pKmSXu3>saiNQNs4{k<7{lcvo
zLE(QK!CfK^ppp9TRW}po*jZVrz(ix5fyJVRLT|=0TciM(qzUNB!wftA!oOlQSmX#g
z1Hp3?K6__qH&GQ2N)}lzN2IEieh2s^mue1w&YNr)r9jiGMO+R-vy1GgCY1BEUXba;
zm5M$59Nh5+LzcjmCqshKh_o8ArXgs}D2bL#I@sv6XWI&U)5N^by}z;IcW=yh>f-Mc
zEU@d(fFrvE3kK{uw$d0XDPaCifJG(-OpL0BlXkDZDy3iZdJ&TNa)|od@<pg7_$O7k
z7H;PoBkp=4#YjIX&Q0R^L~g965D^i_QT%jRhb?kIuU}V&ULDU2W7(@T(E!x~Gms;X
zyXiUn3}EOC<9a>O{_W~1K9@0^KWUu+OF@GL=m+m`UG?3BJHvzjo8hendYg9sqgger
zVbxadmXm_F&rpyF_U#tZb`0g7s_u$+*&6g>ada^#WwMs|e79(Qv~+UrCabov4a6jX
zR%YR&A`B<cSIE^T8=A5W;)wvcMMd51P+cf#4i`w7rd4KrJk||b@}<Oc@myxbMl*H2
z-zpD2v}9>9<pMLcgy35WN__0hnF<%P!>q%<o=&XI`@A{6T%ETQEGv&gm$vpx!@&ZP
zQO5qiT$*xiVH*$6PqDGv4=3?jMQ?(YG5frJJFDkkm{Q9`f^&0|=M&sT6irlI@aXmN
zTB`CQ)f#qE3K{XofNu+JeLF|z7^9sG94Rixsw#wfCGaHKUAis0fkH`2R%+|C|4EZ?
zqb7bmY^<N32J|47t^C(qzOFFAN9D#mecFb0QikOyZltZDNt81onj)q_48QB3J6zGl
z`bVq(F<H)nV=ulQbYntM13|+oOyV)ES1)dmkkbHlPb$+N_>764ltS)Bf{XI<%^P8X
zU4j)VlLx_4d8v4)jaz=_#KviaGj}9-jGNbkAKH{TQj?|Z_;0aqzo{XL6`2$XFs6`+
zn&`aAUSjDkHHzH7W5-B)BZ=!d=%&<KV(3MAnFnB@4sHwJCijslVrUr@&R2ttUe9U@
zO-C-nVw@%p!tjmXFMF)h7#GWW<9zzW(yT5+d8QbOS^d$Vpv}}y5`rxdio+7#%1VvN
zg1#vko_AbhxA_klCQ#5wB3Ecd_cgd`{UBC{o}QtPw)S|s=M3(L`fZZTK3hbIFWm)b
zksHTwOfp$u7eVSd8&7I)#;G07yg`E`UgYe1Wn+!bizu=&9Ul(fI-$y#?^AQ|xgN|e
zt2G^73)zR98X0eiqagPvp(-$mn-F?<bglKEA+(lq_09<N>w;dfmxdmjAX+r_ezu3=
z`+@w8kUv*&tLY(cZ<F#e^@D@ypiTdiB{EhAwF!qvRvp{!p{AxgK9^IS_d+)g1Y4Vy
z{yLjdNkRRx0m%w?tn?@nMXl)m1;~K`HG-CrA*+#tgTv*7Kc-GLr0IjUCuSnj^of9i
z%2RF(|2o9(Ky8U&a>0=Rg964BB)emvO!%k{#Ye2%<T@y<fuwpwDX`Jgvw>KQ5#X#>
zmxvf)_fbz9U&+cp%Y$Tv=9q}4gLmsi+@P=z<seFJ4frZV5ne<<=uE=vxy9){kgh2R
zEgK;_iGhWnFZ4K_J9kbqfRLXGIHUDp8NNS)job-E+%J_3m)PYpEJSMdxH2Q^(}0%A
zm7aMa%dKbc=;gao-6>ITe)Hbl#wMjrP3l>Gw&Ugr-I{djWIpZc+<hH0|6a0vPiWnd
z+l>$DTI;I6xviTuZJq0mfvtKUnlt5TN<yCVwZa)+SI$mf>0iF%ZlvMYl`f_Ed(G&|
zXT7^tdyfr0;wUDywQJR~q}}AZxwEA{W-m{Xwg-eY^v^RCO^wvm6N&9FVPXwyFx|+=
zextPoIHLR{+V%Fm)4%Q%i!)PpjOrjfo=%-M!*#{*D3M-FM$$DliUWn>sms@yDAQ7a
zi8T7zs#~A;hLJ8VuF#bhroZdpIpjL%xnsW9=+fsNJ;UlwArbDTS(QLRNt?ha#T@_C
zhNdGYF#nLN-bex+bad*T&%Ax#%y1k?=lkfdLbE-}YrXAn=ud*m+R!v}+>IWZnw#DK
zedN}m7CJlH8v22bQA+N_kExl*%>xfg;Y}c!+gMrg-j&JUF4}3eMvbmRTu`2I<d_U_
zF*Udi?`|QuEv@f!ZyUckoZKPbKg5OSZcSa#v3qy9I5kWCtbc*9<C%77;7dlYyXwc)
z_IpGi&oo+tR5G853s#9w?aMFv_ureeDIj3pu)33sjNa}3_bKhNE-mW-rS8h7yMqb)
z2Ps#SGkUZc@l9nuevss(gx)DbMga8GZqUGnlp0>NdtH|bSkR`tmrVXFXHAhyzN(ql
zxRcEVU$xV^zIWVQ=34Q2=vD}0s#CH%ff!0D#qOO;`y4+1?UYjw`=Q#2+|X20bL2tg
zW`scb+0%Vm_cSpsO`0#4lMx_#0UXz;s~!VFXuFcidnCjHiS3rURSx2_*1qc0PQTRh
z;-9^I@2Kw__0;LTzOdJ@wA}3%pvj3y?gjgQez)XHmPIdKtg@-8v-uYI-*_5WGFNjD
z)9Pu}{?Lg1d$GUAR^!w_H>}F5ezG52Jg=UXmS$VfdG9um8JRv&P6<#?Q)tbrWjL~t
zS~TOe!H1Y?0sy#yI(=Z@H)`G5&R1zpsD*8;J3=3EjBn%gwwL1R+Be;qkAKRW5VX4-
zlH@k*{ITUy(I=`TRl7B({m+-6IqkAR&l|KDG6{i=5)4x!{E8A=nF&9UMFV(YINmKO
z2IV@;jo}P<y0=|-2*f(fGFExrw^v=-tjSf9ala@NxXX$76ay-EKGU}UJjf&(^nOqJ
z_Vn&*ws~vf6O-OLXvpN}#;%8pZq5zOP*y>I*NL^BhZu5|V@FP0=e@NN%szFkbWtFm
zOynTkA-pYfaCn~7#lLEs*=Fu3EnPzcr-UWGH3-6?JJwWc)pl#?da0dGOkCD}&#+ik
zHLs|>|Li^E1KbpKhZd%^C?aRg%VX}63ju$))7UWi8);6sb>F{Us|<3j<lCee%5^l9
zO^sW$xCPKy`uV=uD<owKDC1E1KTzPF15k%Q>gDg=g;%+G$3Gvnwe{Yl8zjiu_3OXj
zXi-Xgcp7}$N{f}bp{d4K!#~eV$*Q}Rajx=*cTw*hXegQ5vcz>H)d}kf8ELrx&ACi#
z{7Hh!lpC4f4NOS}TJ!tF$qj?@^OjMmXfDGL|H8_-P9W?3a3F{S$@g6J-9#IiBms^w
zrkiJ5`=XLCI4CdZ`|$6--op?Aa0{AsM^{Up-u#4?<?jvQja{iXXYMeu#NbEiJVre6
z4Gg~vaFls&PBqf5X#XI79I4r6P0Rt^a!MZ9CpGYTk^6cu%XK@YwDXNs^&b0-rtzRn
z&dJ?~{6r?quio6gGd6)!XE|=h+2Igba5-OJ+$jL^p^g-Q%pD%Iayv;64>?u#^L*c4
zf~ljqOp%R1#Qd1Io8Ow><LK|xlc@jvF@})l<`&_$8ltF{CDmvsmi2td0IA~d+}X*F
z)x)g3ZjEZ#I}!QCIldu_+r{5`IN!;xyoQR3TI<$#C^=s7F2gr;<h?j7nUrSt^Xa{u
zj7FWC%a9dmydY6me|%f)rgL!d-*oRiua;_3UKMgOEX4+#*)?!3b88Ooaf-_C>>dH!
zhOTW_T?Cm`7o~XI{L50#fA*e#BGT8bY->F7?*jbldYclFiXTp$EyY(m{gfLQ;igG9
zgau<S7^|A|yteF!8O;-kA9ynlA*?9pzI|Iarm@+OSoA_=?_Dc>t#oCx<gfh}-|pvu
zcks-(u&^=BS^WL`duc&?LsDejZllkuJzqchFC1ns*gt8(WmVIUD!1#~x2b|`9#z?2
zy)K7LA%tX-Yj2gRZ5Z~~ziU8EuvfMtj6neB6cUft%*%Zkgt4!b6Ne;gj);G|eMgZ-
zZ!PK1hB9!oT^Ta-N7AB;i?+yXnD245*Uw<MHM;{dhc$US`wOE%0qs|=7Q|rcBcdBb
zej8F3Tu|w9)=F3X?S=-GKgxTO&h)69gaHfO+CJGJ<j8*6%?`b5ES{3{`@rP;Ek*we
zE9y2|;n3jKJu1smT+jV^W?GFF=ye8yL{Yt3vwyyG{K;f~Z2H{<p5`$x!O`;V|I+xK
zIKG}^a;V1*NWjcO!IPe$#>V!^LB~KaOlYLNQRmX1&V{7yjPgl!3SZ3l>{6YVaz~x~
z7{@N+sy!g$7g6u83gk`CrjvZ7F%kYoW~Mh~oS)+hjp=7q38M!i<QwF#T42)k=T20c
zLp3H3NDKK9#|U$P38^NK4&UUA*qs6!+yb6=bf~=7{2q6HA3!xILNNp;N1myS!Bph?
ztL13h^B^4DOh|BtJE_2Lc>dU1XR0=4e&>JwWTg8{UrQ&1N5F-0b17+m0~!yev6wQd
zsSGxj<K1OJ)k4bGQ`?i3tZP+WTWqSXmOigTQ==5KJVif&a%|b^)ivK%Ybm?YahOt_
zU#CkmX3@pDlEk({Enq0Y=q4d9E-$>A>XcLaDV!ymF>p3zs#^9k!1EH1u8<=#U_e(3
zS!>6;7Wb<C3N&86$+brDcRnC!{78!YcyC05RC*pV)J+2S4qV+I-l@GYRvaB52hQgR
z$(m=c&T+BOX{OVx4(R^RHM=^Y{=W}6H}nG;zxajklIKN5ci>QaLUtAw778m<e}f|c
zLpiImM&&(pYO&lYQ;RR=_4eML3Gzkx**t@QD|MJRa2`V+xz9lk8vQ-p;BZD$tZD%4
zNU=|xq<B6>@3r;Y;HrgaQoVcaPCtK(c_MUtKQU^BYWdXp(>Su`MyPCt6`vc!!|P~Z
z;0Md$)6M3ycUK*h+r?=UhVI(XO8#`@xEzTE@}s(bN2?~&D3Np7KYXF9$MArWz)O-6
zXccR+Lwy%FgW)LD4cWt)uirm*+mbY2vv1!oyF5`V80C-uXGeM|?+dNFH(=g3v(Hq9
z&Bz28xSoUo%Irk!AeF@k!WS}9=<>qxv(}YaA%PoDnYnD$Dr-7o=i-~qv8LO>^u#K%
z&*V|c?{^r9E4VfP2vUaqRP>7u$X;%u?(%Cn)RJlvS37a9s&NDJ`H8g}BCy|w=L|Ev
zTa?|yX~3{o>P<zs>dU&)XEi0lX@^{q3ChXo5j}*huK12Y7v0izd;i5&)w?kq7A7b~
z@LW<Rl#8$72fP}wh)La5e|HA?p;U%xi0R0MH8Z+I_VYGnYU|DT+#If$WMMi1$C6AN
zB+z0mFLj!++0_a;q>K(wU~CEw4nE__Ap`2bs!i?*HySxIGkj*tt(UN*%yIryj~zOM
zVP$*rB=tvc1mK;rnz5IZgE}3nT0A48j}|B;%GlZPWg?~@Pg>B&0lm7YoB&c}e*uXp
z9YqXv>C&YSu{GO%c;?<#57LFK3R++ZP5c6B*r`<5^$F~NBrak#TePSfGizqmncpPf
zn|7vgy-Q|DBFgEu*y;SeIH7LqK^NLRl^5e>`cG<4nn#q*g(8_i?!6yQKHPv?#W@rg
z)6dDJ$FTRdkZZC^zJC3hu;^kMqb{<*O(f>BO3+#hAqO1iFG=GeQrSsudC2Eba;@>t
z;|&$lzloJ0Dez-S4Dr~=Vd&W5yk_~yuLk`P>|iK$b}3&~L04cjdUPJQ7?RngCh}kR
zO$z|h8fKe_Mc|)`Z%1ItzBO+{6KJtjVUb|hzL$4@n5Y^Cv0Z0lQw1Y{InbzSY~@~S
zy~U4oRJ8f%z<a56e}@HU>hC*rF4MS$00bu?Ik^r>D;O)@oF7iM(6V@+#ZOk}6lcuy
z%q-Do=n7hsKuN-P_5&M+|2Tq1gHpD}x#{+*Y0Iao*R26R$CypLhUNQIaY(*!Sh8hw
zzfT8#e&wzC8mAss^%mTHML<4I?t>cbM;@p~48K9^t%1+ilXdhHQm=RMTO(EoS;}hZ
zdcJqY_;e>8jPyCMN!F2{q%L%{>9d@6Vl-t?`F*))9yolCpHoNo@;04TLt6@bXq&NQ
zJgtd;Z8~%0jaF6I9eL!R;-yUd3h;E_grA<bSho}wCg7tXHje~_ep0p2CU(SYOR8bD
z4x`RdxyqG=40h_QEtLr6IO^XuJ<s%GA~v&(hAqP8*Jel0q4^y0HCs5PZLnN9Jw=-n
zgbSk{*N^bJEbhf|Ow^Jl{c~KKxHT{+b^BHL$>f^0m_eBh8JaEij0+nnR$o4eim>y4
zvv(0hq^;TG{@K!63c|WXB}ye}b*4Wrs+(S;i)rV^WCxXAQjU8$2W08}I+ChxG@#_e
z=VUmzDhH7ZDA6baHqa<$Ew9=)`LmAxQ$whn;1#h+&jY+LvF71r9kg`+efXo$thn+i
zX+xVWJel$ONin}FnZSk<{8ageBh&va+U4!3j5mppjq>X!Fy{aIw|^&F`6M;1rT=`C
zY^neJ{;EH(dibA(mEUci`_GG!KkTI({JZj#KfJZc0F~d3o&4$l|D%7d$NvW}d`~?_
z?>02UID>5gB+SFH5b<bfitCR!j^Tj<gW}@iE1%QG3dxY(9K=}KPEOLaM-dh}(yW3T
z=e>Bbg=P`hxR6G|(Q$!%AI;4hVi#Tfv(DOvRsT<O^Aq|cZ(NO-@^^+tLl8!;G>vHs
zB^$$A;Y&@gfaT2Op$>6wBv36u?gc@1KEVb4^lmt4cs(sj7k!U6Y)}f0=b;I0@<7ex
z9y{o-f;cjV_Q`RVkfph2$?tubw1tm-{^reCQ0cd~#0P#v1AWqK7jiynPw^qX<r0w+
z@haj5zrQl?l)qZ3M0zsh`Ta{W&aEeCi<DR(3?|=7k~r27@8I;+gZy;Iy+hNgW1{~1
zm}DPgG84v#j2j7Jt2G$n_Ha=UHesk1mIE(Svf8ffiM1*(yB2j7Wp?<-%JOTKdE8nt
zpAY4-mb9}K^we-?2BLZ(9i~L&RmI;Vvt26sipbs+B|@%K@FH8aUO7h2a{eO%4w!=i
zR^Q<JX-0c`)3YnW-{&zPWiG#gM|!NHt>DweFO28L^l?i}%uofNVwZI`om!6nCD0kI
z#qE+ylv1ni7s&^qN1&O0{dJR^-}%#LRruYDNY%7w2Eg>|#8LMuIACN32}PuB!x{u6
zaz(=nNz)`p;TRe>uu$~BJ#ZpU$s+Xy1Oq$<{NBbzn(wYvu47ggcG}f0Ds#VDU3rsg
zN!pQRPS+1<pOH@_)@}swlEFNeMu8eUY-TGJkb>Np;$R5vAZqQvGd*R^9r~x$_0YVV
zlao{83^qu45ULp6A#?w}eK!c|3c0t4QKiZd&B&%l&i`dncxFMGqxRYrcefvh$CUB0
z<Bakn=3yywLuGzSk0Z`j%P&lxw2nO=Sx^GIPU+RPE<!kM8&_4<XuczRI(~E-uH>Ql
z?r~r1vE1GSJgd62&z_m&1o&@C6R>EWnW3f3hjcy?A)om&b)dEnZINxt{)l#k^bmB(
z^T3}4w*zU&uuD0lwJbnGjnlX4i^HFWQ4Sx=<#N<-`c*GF)1m17)$H&3$9~s%4lz71
zFarY~BY3s7u^?M;p>pBMQ->R;7hYn9c$8%jwdVOu=j3nlnlx8;_#K49v^rQ6XWICu
zaso-`pIUZK>VXj}Yry&>*=GTWvjFn(t4u<tUtDCBwJKWBgN)-(BnxiM-udq-+hKLo
zp!{ubKj)7oph<_V&MC(LhXP>3;c@(Qr+-m+blD4E5OqC(gs6|8+e#lEFAnkY@mZu@
z$(cgV6U;FemDEAcF;&^&!@ao|dEPzRq;S-HavvWKt4~%9Zswr^qesEz%e}jw*WB!R
zciOW8F2I3=h|og4?v@R0#(VYWOv}`ZlMW#_?@YwgTa$yywjvmFqg3@?a<yy=W%@_9
zsyX$;kJ3Duc8V8cRYi0a1gx&Qu3Qc^iN7saDe|+j*QY`lfys@EWlQ%}y-t<URpC2w
z9?^_c%=Dma#zO55jt4Vs<L8EEFZ10KvEr^O{)k4Pp5UdNrfv(CxpPUT0^Z4dG{@5(
z)mBvvQ_<mc$^|fh*K&;$WRmrK<KEy0PXRe}8b3&(ULff9h6IW|z&5@a{h=6IOlF&f
z)MpGpN}VvFD*wOB062WRp(*q6)hp)onKyg%XqP{<y744!Pd!{T_Ng;N4o)78LC@TY
zP3@Q#!*MED;Lk|$lXL?7d;Y1bsSD-<sQ__)?>DNed|UGiubKzR%7-p)e2al=izQ3m
zXW1vu4V8I4^QMCbns;NjtA=0<0bj6AVC9i+zYxRC-s{F~XKK<qIdK~PmrF;3ye7>A
zD-I95*Lm+rx6$0e#gD`Csz7RdHuYPn=4P|_oS=t`y61YycH?9J@2ia@E6P%UwdS9z
zP%K`<_9j2~xGEOH4Qp(SeOG*U@cWE#cX#)By6Rog1`*m;mA}gfjSFuu6xTnZC7t1e
zvrhp=cE(z^>(;H?q@0lGl0ToeI`s3SjqCp`llF|$NV>T^3y&7=X}YNI=lY|}bfsXQ
zaA)4$GN|}Gi9z8KCrA%T1plGX#b!q1CkVt|bj!2V!0T`s<uduRZK_TX@1w~4=Ymb+
zZV3UC*_#?nIS4d2;V0Q<)vHlW3U|s}W@W-dS6nT7(Nc(|z!FgX=VESt$n<zto6%sS
zOh@-|x$`rxlVaC1?VRQMqLpkrl4}rs=Bh7v#TO|z7RZwqK#TU^ESs(s`Q4|V-P)`?
zDUA6^8dtRjiTZY=WIpu+8oOdJXg$u9<iV^Gh*S51#x@6W9syZHv`sW2&o?)pWr?+b
z)U`NyOxMj@B@-OTNR3*xx=o=GR(Bmv(|hTE8n<p;FNU{<RsCPE;Hn;MAR-l#vO+dK
zC-)wfPEl?*0o51awZ=3kLf`)9<9TK0{{(ToqVDIN4{vyIw?j*(KSM3fDAeoKh}j(w
zUEvY=;mN1&VKcAM+g>S-Zz&Gx`=y<rQ~s3L!Bg?UweqVgqowpI*O-{WmU-0g{4sEa
zE5xWP-#;dYuX32n&KE{4KjHRIZo!jf!L4Y-SAC(^SO6}^p}E3!Qr!6A#&@t<6aqs8
zs$*mB{gzNnK!ZfeRMZVtv@rgu-xJY4y@CL;D?z(zw`=a1S`|XQhNvCfeLbl(fBIA%
zOL~}4Cyw?)Zo05@s)(u9Aj2*P#wy=_Rqt-Mt)&2vsrBmBUt4{tOdH!XbLUOaK<4|O
zxZpMK`SZC`BluQVK3uOOX$4fQ7*P4V<0tE=L4ev6RQH;llSl*X9G{x%MQW3w@WVx&
z1`YDLckf=SoqtFuF*54d^XHy-yngLa@)>QbS9fhJ@;Bio^kgxp7-N~}s|Nl?93Pta
z{B2$Q5+6*l*9m!mK8tFER+%39iT!j2CK}kUAbTt<PH3BeM|yHU_MwE*Qosb0F=N8I
zw<Jbu%UGXr2KE=crJUk5znT;WkE#}9PZx(Uo%<I_ndC-=2#@+SJG*Z>D_TgVhV;?N
z>~Rj$vrz$FZf<U-S*=>Pe#OlU0DwIVK?~|-L60gR4a_Cm3f9EzNP(G45~Ets-SD7*
zpWoR?wa(Ab;gHKq3r3%Uvz;F#h`D`QWU>fQ|K+#bnm8R^KpvNk;9szh3@H-$S<b~H
z>3)aNrH5q~-szt+pZDMY@JuC<+5E!FLau)M`^*(A=`if^ksL%fT(IEu&)uNucxLI7
zFp0G0iQ*|QIH1_@aR`_fG&U&Btp+P>cV0NZ%;NG2E!e$(frbdU)O@zH7yIwY(zf6V
z@XU18?XOHeK!{*wMPw19h^QZWxAtHA)g7v~tU_(QoThNVkB1RGv;3xq<fmPl#rIl>
z`(?eX=+t%Tr??g18k>CF8^&4L7outGZ6ftg&8tSSHzGW~^RHc;^Y6e(UgPhs&~ZK_
zlQnDCT9<KNT!uB^0uA{IoRInx?{vhSyZw+a4<=2sM+BN&nEEr;Zf#=kGiRCH_o%_G
z4Go5TP(acL>_8{zkiF~XTuHxDTB0%ms(J;Xh2hQJieZFQ<6|%K@<ag@=DZJb)6uG-
zo4n5xT`ia01lIEgyaQ4VqAZGdau+)b4TRUEZcvZ=)XrS3U_uG7ZO4w=H`RWH=&H=4
z-{jmS0qQ{nupUidLTG<#C#bMU3uPODTg1}SmjMt<YXevzl;y}Fi+;u|`A@H?jSdzw
zia*3P$XV7>mR4yEg%RLp_<qPLeyorbAPiBd`LE@1YwkZk?>ehm<o`t)`B}g_9=GFA
za|`ET^l)ip2ipioAS+*cPf1B;CMJM_TIJQQCg13EeChY$4&iTFDn<t=1*E!d<X`P8
zBKcpbL)Utzx&@?ejqvTjP$E6v2h6Nsxz?4Rwd(hIp%!v13Rgd#G9@MGL)t*?@04M%
z1>Qx?<)(F|UB*>U*Ri*Xjzf|ZiaU1}0F)+hIn@0Ua-nkm0MC(@mX_gfeh`#eK?WFI
zl+(TbtUkI<{%Un1n@_$p<*57q!bLvIk~dyEMCDhoE?`ga&kw&+fJ79WgsjetY{p_N
z{ClN8-t+y~@+qZ&jg-$YdPLS6{*lnyB=^M67o|6;zQ+s)ZckF63-&8mRn;8qiTYu%
zB=NkZ%Fx@Ls(DoQog4aMT66Y;0{bPoJ5P13`meLM!P=t9T0W`&lQy`sF?doe;POqn
z$Ge_$nhu&?xmq#Tv)YF>MSJ!wU48Xtn^$8y9MYMhGez6lqv`pF+cP&5Mc&*q>#F{1
z<=R@EOZ@sfWL(rs3IBUdLf*LX<HMg6J)wzY6#f3vxTNWWY)0<AJN?HtF8HzSmk0B)
zPFhY6kDGI&#^yko3F!6yU5Ky|sY)P*>7;y1lp(Uv2&77-44sBZlBrPmsd*Rw^hPIy
zRcIk2QG9<6Gs?{9H>vTtJNY{(-Eq7N|G00T$n_E+4GI~TU?6Z6L{U9x4AZ0OIzE7!
z7QYJiPowjh?#M|U2rUir>+Ryug2I7&4|{lc#9`1vo6Tg%Qv2Fen-^4a9JXgcZX<gn
z9hyeR(nKS9UiN|-@jGEn_Q+Z}bH)s`x5*RBSJ(N}_q_J3HGzZvP<D8KeNyTA`=9G&
zt$(Q6)^5n~igt#>-`7dJSi)sj?=wG5nf&T-({Y2AI3_RX^Vp$z{)?N70#XkJH@{Z#
z{rkt$MQ=KF>NF8s9--1OyYwmu9d~5Veum7Uj6x*2E)IzvB@B>=CH^yGy6fuhhCY}|
z=$)R~KgW3^^)jdO{KeKxbER1OChac0C|5&mBY$V^Cux`O%6Wgqz{bIe`R}NJ)OR_<
znm0eF-0ElfX>9$iulHDvU{@xVV79Tg{cIllc||>cJh)@0uN{MDx}?l()w{4^WaIV^
ztEoRcK1eY|yYB37T_)P}C|J~%J*UgOQoYyQ>bng_%z<u0fRY&qf)!KB#53<u(Mc?m
zYsbieRQjJ72v|pj&|80cG<``br%Wee`k5&VS7V7}uOPZnDm*)%Vjw`s=~>Z_&)Q4X
zcX`FhnaTw!b()DoNz_^z8M*reeDd)v1d)lLF-5zIxZI?b{@Q({d)v02Kf|uE{iGPp
z=3pz^sTU<)EzIH})_?9~((!B1A)WBT9^)e`L)Y~S)U#W>zk0j&nKyD%Ry%0j-1nw}
zy$~zZCUVC-;8z)94`J}Y81U|@`y$f8Tq~DkZ^QGU>e(t2V2rqCysG3m4r6Wx_?$6i
z3PKLv#%<7wx3BwAI5DXK^Hd7#nRJl@u(ssw!l_k7*1&;6L=$e*XsTPOEC58L%XK3n
za~tLu`v2tx7Qf=Bz59Vpm+MIf2{D<rJhOYJUf8VDzT9HR#G4sbY&ySuZJW()*Ojg(
z#xg1!0ohY^QO4@NQS9%Ob8erlnmlz1>rv^qD|bS6r}~G-<Q6n_EuQ$*vhJ2EV@tYg
zng`yoQ`r{0{EDyAhp^+7QTDpoqZ&T$t*B9`(_jPvoo=WjwH0&)g)oHHeJ>sjS2+<n
zL|3kBAk>5veIjw32k90fUUHX}UG%JnL9|Oddj+D+s@@&-;PiRQl5){GX;2WTVum`W
z@}4~##-Eq&naYF~_&y*S)q$|B=mP*jy!c8~_kVZV@bh&94%H$PqMu;mP)C7LM(BPk
zorCxIV^EqDF{9hM+z>JvV|5gW8_vj8Yr=Kn4{#xmfv0|nIz_tkmxogc&ALoJob``8
zZL8Qb!Lj$U6NgSU{<KzqXt1ZIv1za3irJwLx=%ekto!>rMunQ15&PD(Xf!^5P5-$4
zqt}U@0?jbwsm%Ssfq^0dam%!|rd$Bf+X2C7ua6IDMwNQCY{=skP}{^cq?Lj5Avy~K
z>N%Y^o8i~6&#EE(7>~Mnw?XedWJHE+joP%iOG)@?@ylP4eHyN}VpnmFI1v@Lb!)At
zf+Kp$&HDGoF&5?b9ZJAM1DAJ3A4yfP8QSNh$gm!^g-y#fnmI<KO|x<}J8t;L!D0UI
ztLGkRTQcdC=`x?GN!J3;FdNxo6Ju9ot#Ug3_PNAmAD;L7h9Sg_*x2<%=jXYWhLci=
z=Wbwyy|_O>ND=S`ia&f134Gx3<1a2<J1rJQZUW&`?@uoSkPw36@o!wf2}fZ)B4TcM
z5n7uGvYE*}sWo}L<q#AExI1qoqiVQA1F;e$b1^3#G<DaAeESIezGRe1wMI~BaPs6y
zym@xR1D*f3?-B1yIE*t7QAPwQgRdnPU%$0HUbQ*i^;5N&fxvYXw_b<89)C#p*%rel
zP_3X7+RzR~_8$-#v`@RY&Wu(&9j_Wq^8GVt&DE7ntt&qEY^Ggz`p23%`Z*gMI;p;>
zKV8jhxVC$;p4GWObwEC=<rWldjy?2MD?+H-zIUYdt=ZODH+c|Y2CLj{a2FMpp%w$y
zd}t@all{G9<I<0XuB%u(-A$8mb<Vo-ow$uzN1D-a%J#?l(e(Jxv0La~p1pm08-C8*
z<TxdncOxpYp!2nR)m1I>qHu>8dQuTrMQzVE(Q}^kf4Zha@<-Roii0wNWRUlGL(}xX
znfJ14cPIPx8c~Hm<=Y3jZO(3L9>UTlXEsf5QM|NoNvmtdrRxXWojrbD;`1XqZPV&b
z4bD#S2b*&YVJ(Jyx-I6G9!xm>A!o>gkZ~nQgH{Ky*>&*XhfO9^Ug7Vs++nTH0R!bD
zD7_eM;E-Pn1=e*)7C`bK6_PBLM1N^U9~nfCai!$(Vq!+;<T?ixY@`m1wR`pqX<72-
z#fwqQlw=f7Zyll151_i}){(=9!z#CI%Z`&f@9D2j!jgG^<x_n?=BPPOT0Y7DOvtHr
z@0x3+PDDD|x87Q^2lD;)8BSe2@}tG5`X1j^)d#58yZyGAsY=f0X-%Cx6F$BEJKEyR
zBj;DMnXKkea!88>d@3G&h!ebljVD}nc5GL1_BA7Jv5q3;0ZKfmSFQH6GO-7*U%&H!
z0qSlCXRY1F8=B=>v2ywmf#YPz2`DJmP#}h7bc)Nk&oyiuji$eUTc*wZiw3j%=|W6b
z+eDC~unM7zJnzy<^Xp|9U8*+imR<6L)>vo)wBh%ui)Xa*uBuZ~gEg8tOifIj^X&OP
z*It*NzZ-wMDATP++a;Z}?%dvPxNBnna|5D%Y7}It^8)S?MYH?{L-T|qDVKy;%>)BL
z-{6wvLd?n5J7=e>F3eG0`Q<rBd@rKOJyKB8vb#+gvxMxWNiEcp#BM5|kSRh#S6=WN
z0pW$phWOVU4@KUJ{ouAw(Ph|Q*6-KvQOOX-_<@0eS+B7~h78-?@k{hXr8<$?8OqIe
zl|^;D?-F$7(Bq5s<F0*g>}HZv6fkOG&lWYx^4|=Qe>`x3@D7!rD#p}%Q$-@<|Awbi
zKHK;?3V{tdyH~)Euv=csIxt+ho|4jYbdfYSiP5h}iH>P!4{X{KHT+{=lZa2#6E0h+
zms*Zgm^RZ+Syx;$`1#&XykkxCrNFIRRCMK8he3lbA9e4lxjBZBDLqa#+Lc1D(QT40
zKuA0y(_xO0!?WuuM4tqPIHu$$(a?Ypb#t3o)l=oSy>o82X3G3<%do(nt`jGigd|*u
z^1Nnt<NTL<)1EgnSHHZb%h;NIZ$>JVX@>Vyk{04<!R;^4G!kMbjO%YDMINb#%ADq+
zkvZP!S(~*l+mqzRfTmBwP)+Vk02oMF<^MnHc}4(GNRwA(Nn&t#fB9irK*U(3I$9si
z?=;K$wBZm}lDxE>Kjo|Cpmj}Ri|d$tS94jvEvMp6evgZF<`3aXu7N6u$Lg>KBaBpg
zdE6Y1FaW@T^08pS?A5DRQ=%kMnn5^7oEW3oMX44oDm-I{KK-NtjO<_V@aw22Ke~^c
z<?v^0O&x`^{>(%71J>J3x!L^M$n&-dcit~(EQOa-9D5~^-LVEvxcK+)`kIp19m!Ep
zb{n6n9ewPW+vX;YTAj}qIS%Vyd;hUjk<U%vIbSRKQu@#-v-R?0xiy5BsJVIgsy%i&
zx0&eG-~z7+_VrAv_RGDAF~hfC**9D-PBU(AgX(GLO;p;sME>30W3@x)UO{f7t5`%T
z&}Mc4pNOR+!>l!NYr#6ZOgYteQW@>UG-Mr6NRLv*IS!mG-wx(Ut7hi;L5I%PvuN_R
zu1DRFl_!!6LyNz!`#dDH`Cg6i{07awF4++<BDUsad5Zj!J22Hr%L<VTPM-!tL4k!+
zVjqv^l(ZeXci%~s`26i#=eY3M04rkRPFbhL_1P2-hCfO-@<(%@KbIwtVUTY%d39=9
z)tj)jdJZgl-07I==%F#0sfk@u9t6jo?tXZ@@w4=}!ZqdY6;~b|vmVx<3NU{cL&b$g
z#cL)c)av|#@bvVWI$=?*CSxosW;CE5GJS}h8#*D}cAAtzl&nIDb9mKNzJ`%%7Zshr
z#Phy$CdLfZIomY1;MUtVUmVvy4GHu<<9xZG*2-H=gC|9Ysp$8S=ZhTo57y4BvpV$@
z4yXO#1feZKd_KA~dsh#KnrFvdo~aI2aB7%J+gYwx4itSk)YLWfy^(WO+kLhv+<cf3
zw5}u5;Gwc1aVo8U1@QpdwM_)V{INO1h7E(C)M56wTSCNZ#Et2bCr`fm^$9SN*xtUc
zsOsRh=5M~fa^=+gejN*~(uyv091z)jd}X!T!7+yq<aJ)#r$@@(dbgBb&1-$7baju8
z1y@>w4ZBEa1KYYC@k6F$!dvIETwV3LG$4Z}9ihmugmKx1{B-`*-ibfp<~;sY;d#Vb
zo;wqq!xNx5nLBj}avg>>rmMGoeRbbm%7N(#dYF#D&B6$!F46VYBZGlWQ7uPAtUmsc
z)S`<LamcGrs|4=?*;Q-Oq<RdhBWarG<1R%;0;|<yG~%7N>ij214X%&?H3z1gZ$GqZ
zr2@BtJDKOt92|H3%c_H$^nzl%jkjj`w>dnZqQQ-dYK6NLQ_3&*xEcGTX0}U6S*3Q$
zle11m?>u79R9~{{s(-cMMx}2uM$Wz4srciqYmV0&?AVfJ2qYc3oO`s&9_P@WouGyw
z1m%H+UYZllEISm1P8N**gQhE)08G2Iv^{WK=zefJRk~>b)3oc<t7k=aUR7=n?#)P+
z!VWQ_=NbCU!$KAOIDmXO(B)enAfF&uw`J=>vtduoE|2m?I`oOQU8vpDGx=qrWkK0Z
zZ5PI!!9pX0$pV^1z{@PVB2-Y+nZQqmAD|dLDK3^h2PvbY1mm8ay7bn$y|CeG#gADk
zEuU_&ip~w#q8r)g_QLww-{M|;&5ilG^qsEvhNcRw=Fh&X4frwG=<LQPv#*DHT2^!{
z&8cPasPXkSo6US;oc?$=&TvLfNaC#vg{61D)H7J=GpaCPZ*fLtr=Xs1FP)hNrE|~V
zv$Gp@LoUODP2^Mwtd)H!)b6-)V9$#CXv>hpd%&7x*!Y6E`0Z7$uoVk|UBwKo|CvHg
zJ)7Rv6Hlu7e{+fb5_-8Y=H`3O*peN*mFxfST3+8>-FdrIR7zD-hRjy!zWPr6fO_J=
z(K%6{U=U~7;UzGLCy0-W+sL~3xs*&}CG09hkwO}OY`xF)kgihVm5%#jEiFL?=^a!^
z0k9Bm0ShlqPv<|!va-}Ma{0S>E9k0YO>%vl=hrD9m>YprX6AD3>N=s60prTGasnR%
zz>vhOc0Im(x9}#t1TEP<HrLaVUcVNsna`Z|BWH!ptnWcBu46r*?aGzMZ@hBN{k(3#
z@`gH@bsG+d+~~UU!?gx=>+fDszlVSHH{;7g4=C-_sp+Vekni!JM&hCBd+N4Qdh<5q
z=sL3#Id#TVw+hi$^U|D~n&VMwn`0Akdg}e)&ga|sSWWF$5)o<?Kl-Ud&aA#psZo#4
z*r?1;K#wVx&B|Db9f|#rTw5Zyw)5r3{OtBEi9Uez#ngOMVrFtV0d;_bRo&g|LJhb}
zgQb&qFY*&-7nh>fGAH@j?hhmIa`m+}!Cr`jtCDB*<*qu^MMB*JqXFJ&%Y2>d^!yRV
z{vNCVk)t^dqSfl(dO98=VtEFrZ9{`2*BL_uD|w%@Wa<(YL<S=~-A1Vz1%{Ocg;1Nh
zL6cN2Y;Fcq4)`C-iVF+Xpe(;JO@e5A*HnB-mpPS!Ua^0xbZL~oK3VPE&#na@DXOSv
zxTnw<%To!*v`)_}*cVh2?W{)MMU!{kP1-54365rV*i*9BC)-hSYwMcABdb3K{!|cn
zeMj#@YG2r_Rj=Z<?sxiBEY^CvV@w0nLwnAryKSsf`o~7M77drSt^UBYf%%%Lio9{w
zwidTv4XZO<k=JU*pylH%^RBqK<$auHe0BFpjkuuu=gM3%hP3V$v8Cp>;TKos=B^mL
z#2uX6L93`ya8LiMR?+5dg7o&!G>+VT#-(S_%*$s&XZ8fFK)wlQkxM(Q6k;Gj!tDTz
zA%H%()uVUAzw(_@z=x)Be$T4t@V^oO<%S89l5RBQ%12estPOzBfB_jjT{5t35&Z^h
zD^&8-(QWTsn6Zb6y(knoi-d8Ro59S))#VtN9!2;hbfHAUg#a=KlFeo&b2hntuAPg?
znJNZw#|KXDqepW{*TAGzTJtLCU@35bBT6`1C6C265kjW~HtU7ojjSL&kro_7iemF1
zJy(OX>42T^i|fbGQI!%DGqGtSY0X0mCfrXplF|fBd~pj)hUc*)^W7QnvIixOkzO=#
zAJJRL*3MbxI*m)J>QZJx3E$Db{GC)?RLhA>&PLAKo;19_`_j&XySp9oo!n>8h9wU_
zAKg^hH+Ea2rm@fZ{b;hIe(p2hABjEA*Iu0F_;g12wt&hX<EFZg8!|V0TR^O`#j|_g
zKD*m!)q1B?Z|%m_Wrsa+K;Qjg>Bn|4`nd<bIM2|_aeP<w{Ky#>{li1-7u%+zI{pV$
zvFR9A1A;5(b2Esd+-YV$X%gp#`I`RJc*O@=ge*S<tiE{MA}h4wO*^7@di%PBnIWa8
zoB)s}c{S&4dw1-(3H#_4#{SU=1C>SMYdf~*W_NdFAu%%s?~=-J(%iT3owGXmb4iB3
zV|h_TCLT`A>IAXhyEoFg%wbo~eLgJ1&k50ILBY*e_g^W6;He@#d(^iGRo!~9LOB#!
zvut$!SQ!n+6uf*%#$B?YV4X{@6xZO|sK|n4+4U)_83Z!rAn6yFfUU|;88QJ%c~k4Z
z)pyPAuB#p!Z2nDWo14$nYK;x{$EHT+)=<sO-5Pt}zqz07=xdR8>+0WExZeE~7&oeh
zqiy`)zWt(SJx}^PqlIsdd$$H7HX2N|p83*jiqZB1PcN>`DRCJ0zR$Xv^xMu+^M+ss
z!~77tN$-W7N5q>;VLFe?C5S3<2b|{oLU%GR;heXL?iKOLlH+chLqdAC<`#R`${*aX
zavzf*q<eZ7QOMt7gNd*Nz%G26CdGjW5*e9n<#sD%nn!FBmPN}=4oocIi-{vS6$d7%
zn*|>7@$t!X+q`#g#ciXFu}eoM#dI0xv+s;m0Eh?1GR_CGKuHteyvb#C>W1sS+j$mD
zp;mwj;Vwc)e$4Y<y$){Tn6$9j7>7HX|61SjsA;rvOEYYHTD+QebAxA{?<=lU_dhha
z_u#7?0=l)fF%G>mpw)M!)7CMnl|T0V=sKmvhLHTrAL{G89MMoM@{L?E+0R!h7HGAW
z2UhY4axWwho&vIxTuv%i^w{LlQ>a5nmPy<+`}g=8GNA8@X-`s<1xfcn?K!Z*UAJ`{
zpupC|c*cxY+zfKAd+YtvA)cWu*fg`z2e7;>r;Dfs*bS&Su6FNw5i)s{03g6j*(b^6
z1m+e|VN{RVEBpx`S!q-IH*VF+wtwReaeyx45Q@Blzj#(he`RkF)K2I@%*uZXM3Nf(
znLlOwl_q;NrpEPEs&jCzO8-Nxbk&cJaIDjK@Z^Np1u@&b7P?n^wd&cx9(6NSj^!OI
z?Yn;4CX0;EJ#L?<H+x9!@^rV%$(DJ|)grSnG~6l8ILg{kTm+DETxVV6l-Nbql#&4y
z`Uc}aj*hE3Lr+wxw^p@<dWJT@14A(-$tXgOT(RPUT{%gnj97<Ob1vnk0BGzqafHyx
zvc(t{A|S>YueMZNj*LvD+y){WiE6}deLZHwQ6JyfXk~AMhtjxNvv_cGW}Wk)HDH^V
z)^G7Kcqfpodck2wMsu5|p-Nx=_Ax{aP3*2|szvO{Rg%ur=gDwZc+%{85iApBfDUT}
zrrfyHm|C@f^$7R1`d^%V2{hOHyDrU!v@4`YB|>B@GnEpO6zw8&revnfLvx8pWy-V*
zNoAhLNXT3ynaPyQ^UQrd+UwkN&RzGcyY61gfBpAv@bmqChWCBmXGlT-0B{;Ym*mfz
z+y-iQH&#3BU3%UOX}akM;W`wr2?+T^FfUV~R#)%~ypr7EJVZ-V%ABxYn@PI<AKnQU
z>6<xr^Tm<vzTthI#Sc95SHvClMWs?$-X7g>-#f=R?yoGm0DF}!I_5!ZcK9;1KtR<Z
z2Z&t(c34aZXh$VL$X|ev?~M1<O;A0C2Kv7MRP+S;vj-1zSrQq=={cRc5b*-6bi##C
z2|uh3VxEs~g1krUx;lhN0AO`3GW@aO4keUtp<!0}gYc^2qN1WoUu4)xRIakJw-0T#
zx9o>>0b|PUyqUI0RC$CQgS)k9J^{@Fj0a3$2HFBFlE7BEOViEv7Gyk!Afqo}<zc){
z3JfbVUifJkLSuus^b}{P07iE@Zc~5X)I6~BgFo(G!cog<+=q^U6J0wFQ8nPn&0S4W
zyTHRBqw}I7s~^*GGW-;T_lrf3qG!g(=ft1BNI(FPirMikvX<>Q`8Uy?`9QOR(KuK$
zX*cDcujpJ(_bQ#C<@~1a;9OWCUm$Ha{{1665G&Y}P!camKpa2p2HD(-?5z(7uBSMv
zVj?rt`Xu{STfby+#Lc5SiuObl77rwQF?*j&Q+AH`dTUX;{kBqk`R`E0&X|b+!Uu+a
zKukiSZOp^#Uxvrriy~P|-Sbi=7+jI$IykDeWRD*rA|u%QzkutF@xl*L^B=1+MojOa
zH~3^RBaML1>WHH?fb=cZ`%Za8fB>7$K7sogbIIZK(tUCbX&*Qz#mNr$8!Ue};s=Sd
zoX$M0SL(a<a_0Bt?l<*3O8MPrJgJcxcETo5>{(EG-GqBj<O)si%Uv9W?`Tt<ce1ij
zt;9bFqv`DM)k}*yO1B)eJbIAEU$!uTdiL+N?Qc8OwzAk-1#iK(c-8w%Mdl?WO@sxt
zb!#D5P_T|rk564f3kIv?GT_q|x<9OpAU4PyFXwTfe}8jQiy2#`c6Zt;<&#ZSor}~G
zr(YDyJdoSES)F3td}fO6Rl5!D%aYB$q5A=07Sy<#sKzYxe~prL=7?N-!R*;`rsLx8
z_g=F+6|%*99%wgktQ?k*_55eD<DPCw*J**GB2iu6^H3`??B4BG*WHW(L&~8;fB#5B
zj|d3aBx}h3l1?YS%KEmpW<du->U7*1@>qg9v7dk;SENnLdo%e(&g1T@@OQ^NG?-`T
z-v(vFpKUDEY^$!mTT6icmJyfb>&%?(5i?ew-XyI2%xUFJRM%hpoyQ^>@u|Y%oxx$9
zXDq3X8k=^mJtTj;TP0DLmaXA+O=f05@j8<gWe=9cLido6n)<!>NBoc7*R7wVcwlTq
z=*Xx}&CC3(QuE#fffkPHM#FMqjJu_RukAAcg#vt?`%?7hH1`VuGZLWJVH&=jiWy;#
zh6f*+Wr;}$q-aW)JLd?RbnT<)HJAG2NuzkiC7F)Tr=jPKfW)yW`+nbVO8vJyh5atE
zZtOH?51rd_MnlW>w8Tci579>lo37v8#xP`JxbEA{n=d+|q$t?f8tkrLkHRs!UfNp=
z&28gt*4uv`OUs>AXsXz-<dA_PS7}b4Z1&fydgcoYTmwVp%<apMi>cd(WeQ_w4ST0t
zZ~hz>4O;3Lq>LVTeKg)EDT;r`jouFbn<a(sjz7M;J-9h3sCMmcll`3qM|w6G%%AaA
zO?&xmseeT`S%jV^*sK)B5C8r%!%FZeC6(+j)<l7pdk)Jp=DSYz|Fo1^>4{*E4xStO
zEWRvk!lUoTtQvpUWtv%NSD~c9()pf!3l`i|mu@rdyybo8Qs5IIj^>86%N>=sCQI9T
zE>%b`CamKhexQ1z_Rh}yzYCAARQ~xP@xPzr`cJ<i^~5DR^_Dm#25GGncA&X0b$`%R
z>zwXsuk*Y<XUIddaJYLpxp*XZZQzx22gH_a4tcHTE71z}w4pdVd{4~<-E3l1V?!SO
z#s}_-9){M|in^!Xe)HdZs%)VyBB%G`s@Q4u`09>_zL<1O4SZBL9J&)fpKd*7by2!G
zRE8$QZnlyGfU@JYVG$Yk*D^2b*N(qdi`;tpf`Z2dx7ll1+(+CPOJeh^ZB^#GzUgGT
zes}k<qy98}+C!@%XR)5*RKLWzxtBQyR{rCMd)Tu2I8$Dz#^+}$nW!6bjSN&jdRfIZ
z+Bh;O<s4oSYrKJXJ}g6`U1jD}&xF-ppXy7-$}L-NM4aVMxx8<m2)<w0hxm2E)35n?
z?$x`m(0uLpU0PA{7*eBJ7T!}X^7(_op9M=!DA{7dbj&h%9rdne<mXPtou?heCW>#C
zNL|jMr!e;Nx8a!?ZEISKk&NbG*aO-PqX*a4Hyx`uKWfM%wIZ2o%d+A913KZ3Tg!j_
zU<#EQoRM~5lCfAD^7>Y>)?bl3{9G<zaEh=ju3!4}ijXzG#<C@XSmHtgTUf$1<9FM*
zem(kZZ`Xbv$?9-vC3sTdN||f2f(Q^GBT+}rH6^S*9|awPD@zrnDZU&T$A{GlW0`&9
z;<h36%~hU-t3@AjQ_V$V4=7Rk@X}PXo*Slg{D=Q~5ZzKkVWz?8;-1lNHZHZJdEv$D
zKIE>~-(72>3(4LcfHLDyp7v^bU~=&jW1$#yG`P?(j|qzfLDCJ#qrERGqsIC&t`!tT
zL*;6!s_+OX))T;FnC=*GL?$7_huVbb0%Q{1XT`UfJ6mLe;#Lb7)K)|b0iukNSwtu`
z`18%pl4^4hKrkJ?dM<p@NfOp4XHbrz0$QU7_<=YY01m>HheVYPxY#RgazNSsj0*#x
zuz7P>SQuJ;dQ!;7ogj!WFzIvTJTw;4v`&7lb0~A8vAUtauFc*f=bnkOCU_P;(MkVZ
z(?u?v+3wVk5v?!Yr$*yw(<EXx3b3-Qzt6M6B4>54@sM84_?q3X9=0&UVG^-S>iJU+
z@E}8gLIqqHT<e_4M39V<X2&b|h3lzkX$@guYHx&A4VwG9c;3T@zcJ>1CRSR2B8B}?
z|JQ*8q{%7|0w;`=UZZ9s!$sZp6BI!Fk+?pQR>O?8O^B!>!Li8jA8N^Zh7y{%MWA%9
zdY6z-XtA@<S=+X_qgEJ{p@H#dQuA`9a7`i%Na1WXA}RBSRP1*f9T2@~*#Vk(t?h}K
z8@G$jSm^jQ)*LP<7F?=v8hDv<eVOZatKbf5d%eb<j&)n|Hn`<K_<3pEI!fy<!;*gS
zF@=2f#IEgrIZabave8jdgh)YPLV_VMi>Bwi@qpbH5e$RZ0PT1TmW0NJ?UqqM*>k79
zYog2Oc|8SY#41Jl{Hv3mXKuihr3w^##nai@hkwFYgJ}G;^FVk&d{+VH>=s5KK^dZG
zv@f+s`R&6hefsLvU&^J7tgMza=P+$=vJ@$uB6?a(mB8bBjVY)rx?lTdJkPUu9~kw+
zDg22^gj)do+cb~jv-E(~nBKUaIMfL7Qvo+87Z=FBg!T$n(l~5Knx>}kzp4<-p#Mew
zv=La?Sn)84w65#Q^T&Xkj6JZf&5ek91bt^J=AqcSsOh(0Fjj%_j9p7U!Wdgk3TtX=
zEL}iICAuHrb$O9pe@+)}T5=g3;;1s;lW3hQ3WkhM&Vo{sq2Bh>nUa*&I5wAsU3gNy
z%U==Nk<9VRGD=pMDSQ33qc_sbYmz4$8Rat=S~5>|`-EyUoicp)L{sL<eVGu`cDu+^
zc3i1bhi0U61b7=tB#{w-wxk44c@C2R$MG^wQ#2^VwvqI}sG{>%mR$(Og6@=vd|>`s
zlO}j<zIYxB4VGlpXn4g@?7o%&g9yHq4^anG`~@v7Bt7{3G1_^+9J-)n1^!1tFv)+B
zLCidC@yhnPeZNOIupuIO{XYnXcWdoN3NqCJhXrLeuUZ~P>ti2j_yr)dARhx&FZ^2)
zELbT1#RAb0gaEo70}MTijnzC)bklGs#XAIWm))63yl2!@q>G8ILZq)uIjo6@Ki|zs
zy)!^pNbyf3>X5JJ&i{TVDqTI;1hzbWm`tNQpvX`FKkJ%?M?FE2KwBjkB3z3nl05;8
zT|v_(ZVA^Z{1cT(&el}=s>DRob1&Du3%58MW?M`tpz%I;rS5ok)q?-8lt3EC>y6!)
zS(Ybs9k0k_Iz|U-d*4r#uba>eqM1{@#P-yaLvU+dtXhU^P=c0vdh^W3d*(xCS+?@a
zVGwN@<G64|yCXH*aR-W$U|{n^k=I<SgwD<gd^JdCe6h;LKpP-bS<KA>cnoe%_N)qj
zz9;C`fd5K3b-?{fL5+Lc{0H-+i0X6s?|dcml)VJm`}%4<n7w!rmGQag5TVCwx$a7o
z<?Gf_^ebJ%^Pn~{={qw;sE=q-i!c{d0zZvleU3jpIUNbscjJ^d({VIjxQnnOUu3j7
zS4`_jNJ^@KOh&umj)i^URE4(oJNQVGlN)`q0DNKykbf%*uSpdUAC}T7c-uP7_s3xJ
zQlsoEoI|!cYD>$@q*WqhC-LeW1XmjnKn!<KFs214csrqzVc)l}FkT107ZF8Qef}-G
zRDXyuPEwp4KKZEZ_PgW4yh7{doD#2G6_(N3Q&!5nTzutTn0!s0d+&j^U+P|*%+HIS
z_>I02csIemPUQCAclJ3ms~<`<-NiD$K77{7d6{M__crhFaIpYhrwV5}jTR@%$?59v
z`6VG*pQ=5f*V7XTiG}o0+vyaW83ioCaEcR)8#H>HM~*=L_FStf=KmA!+j0hk3ku?G
zi)8?K3R$xP4L)6vZkJuZl@GqTeOU~!Ka)211q<NoDhP9dk{rGTKnOy+W>PVwOYeib
z111587%`>5!Fmh>siEJZ*S`IFJ@g-dA7|TMfdJ&Py&HIJ6-1oVpt%0|ShVdQ?A#0~
zA2akNZPU5<+Yrh@m>$G3ASZMu^n6<RS|=^f{yEdKs8H!DDCN5=zHxE9FSmhn<Np24
z7dWG`kM7TJlB>*O=Zk*f<TR(dI9_A=TIxLW9^XobkBkx=2c!DZehBRr$=!TWn5CV{
zj`i-e+P=(<^!GZvK1)~QP;p(D&Wdw$YYVv#OTAMD%V#$IXPQ@sUdExW>SZk8e_3Ao
z6?p>i5CYzsa!u$GF~S8xunf5P3?&VOYryf2tt>Aoo;~{-7eerG{)0&=Ms&HoU=9%O
zNx(%gg%|)=^x*JA+iS?vX>Un<xgbV>W`{7qy1KfGu>VMQ3dmjJbn5T`YRnU1qE+Y3
z_`v%U>LknTb$@Tbw?#7?(UXqvGX{4PLVJWol1H;a8Jvfdv6W^)RT?TM$}&^q$A5~r
z^HCfx@f3Bp{eEF|dw6UoW5cy`g%6Gt?ddMt&|_|NblL4`y0A#nn4T62xsBd*Uu+Lg
zu28uij1G*}zHRlOFj>c1d}5mr2!A|a`d~d`Q(;>7sFj4SQQ#>16062Z=3J0L#ll`4
ziC~p=HUQ|nacHX|caJw?24qLj7IB^WbANeC#sMJoOu*Lb$G9~G5d>#uieZ|drzvqT
zgZS1FN+03%0a&CWQ66x)%LV9)(6hUEl*Fw%XCB9j2H!n@H9$dq_@Og+ngMkv&tPVn
zxIo*Y0Am$2!4(&l@oO;iIt`*KfY$M$&5II1;Rt`d&O{&o5$I;$>3;#|^@;$TYgKD2
zGnoz-{XF$3OG0p{EW5J*{GJgWs;sVUs=xB|B&}Ri0=rWsKWuu=Uw-6fVaQAOgm*?O
zt~4njg`J~om;)ZRXye{5A&zzctJJ|>!O22g#t0Zh(2iB{5^69{GIs!<MgTK%>;(TI
z8JuE`P`rRLwx;&k@sXyqiU0+1pmeAMCUDzsV_+x-$VISogq6NTeW#J$h=UunG|-o7
zH!s|<vm=@4M9fW)`!&pXM)o}oHL980Aq_gf%j*sH;C6r%u<pV{GTP$1ERJLaB_#ul
zF9{cu_+Sv#Y8poIL<a=J*FF%6GV%t$;vyyZKg!@v{9i)q1ab4Gq|QMIWztEqsC^1A
zE?gy?+yM1EqXTt*0v9Ay;LOa>)>R`tkd+lKT%d=63#OlZ=u1ePR*o|w2&%_y)&6w1
z_x#o{szz~y@MikirWJ6{eE;i1NNUc9!)EfSQATO+D&%;Z?4Q%6q$keI7O!E^pv!cW
zE!7zP*4J^7Esu8}qs+j%fs#AiJ-rKF4-Jd{uY5KNY#J5RTBgnEhrpi)XY&zOnMuwP
z%HS~2*qU2M3AhR5kO;ykNDBqCB;wSMS9=P3-4uS#_}uyWLguT4Hr)WvgaigGGlCI%
z$lV7n==bEwv8z|Fru*)fB<53umxb%?4SZN|5*XobPG81dRDoAPwDee|N5P6&4`vTc
zVE`T(KuJTKSW&veZnCv`ml7s%#BBt0jVLUa%5dqBOS*0h9RZ3ZRwREJ+O~GSv3U>;
zJ-xgPKpTJoaMN_Ai0>&pb4VrwCZ%}b{t^jLoXo>w!kwvcb`hO@PEQ1>=>RhJH>C~i
z-u=L^{r`~aXi^M1qsD~>xMg%J1A~7L2IBG2D7J{xErc0>gf#$Jw(WjS4jqMk`VgCZ
zzs-8LB_ALwEUGsZK+YBm6qVAK%Oh@Kf&Bx2Z~@O*-Pb#$vNm12!S_Ybh)}=rMAni!
zA~UO}M)e|OJT>XNjmlqmC<sO;3=DPabrj3L70fg;V)2$^=RCPcr7r!=-Ci!XX*5Em
z@Pl*sbqxf740{tPhPU@8Lm^~oIhL**N>*Pbt#+Hy(PX*FjfE<MZ-Qlxlw7+~3%CCn
zfNTY7OL{W62-y}%h|Vt{QaY6**w@qZC0qbRugS(^uYAG|9fLJFm<8Bq$smcKx_K5m
z48dm*Ji&l%9^m5Qs+)%U3C?MYOX=YAf?DQDycV)=tnEPOMIuwMt9Tpks5LByf9YFg
zxFqu=<jXT=M>T^EgoW||LxsuLQwR?KjHL~Pb?&ebx3^GFqIGTY=MX_A+DS{slPTr-
zxrx_zEL`bQ6xMW_DP4Pa#J6iH=J&Q=YU_++9sO^yzUydE(OWtx5c9E2S|EcX)rn>o
z-8oq>Uy{g?Os033;Dhp}he0hdD7)0;4!ay=X?Np7OXnZVNX7_8$En9(lKLW8&#DL*
zfKslw+46*~C3q7=n~5uZ6bfAd%a%;dVSwThXHr6vZJ|+yzSaqoEE11nesmrq_!Bs&
zaSul06v0v&JPRTosgBPbyq@tvBkp3dWdDh0C)mZSya&?6d0G66*d*Tu@Rt1Udm(%{
zDtRb-dHRiAYD8ABzXuD?E)UI9`wug3SnEN#vQS%brYzBzp0|I4ryP4y=EIgF|G{_M
zuOfH;3wY(stfeTesGS`%IN(l$Jw<{NiMbZ++{*CkY~z;j!VD$VDM@}DoP*rt-B5@U
zYo;pJ3KK931mF_;`B^$BWoGE+3NS&pa(Hl=c)CJ60g@TXj&iEaSltr(=Y9bvXaKp=
z?ucL%y>h=WFKA(Ldj=bO2Co{P$ywMG+gqblVQ;r6yUmmP05JNHsRb3`tcfMZoOV~~
zN!gbdESTu&j^@!d_eBTF#oudG?kp47bnX0;$nAbE3aiLz>VHE{$IAM?cKcv#M;vkf
zfw{xX8*DBTv8jJ}7k1-8@-u+?5d7Py`*7JoPiKtxiT(&}aujImjl&BNm#pfi%v{2s
zKfhk|!HwV_erDi3may$iB*8pD2woDZj5IyB9`^wn%d7W`!>($T1@1W|_4%&VvT;vD
zDdp^Pg1Y^wu)aLbf!bGZbt!!Xm_u7SzM7uv**e>+kx3u8tUi8tQkRCqjA3$<TsJGS
z2oy-O;LMcu3Ukr*((C+k%9*Wl^=F!zn?s<4H>Q??G2j}*U>dGS-pI4|J%+tCDEmhz
zc-FKptuCN~Fem_2nhw!ZdZEW@%+twt%^DhhH2_z3xb%8Ln}8N>PC$aY5(DPk&Cn;t
z<Z6WlwZ*Z<nXMZIEn4f$=`KT8A!(VV$IFKf3T0c|0Q^Pm9F%b}ZZmD`2A+*koZV-Y
z6?9pz6*zNUO#Vln*n!Rj0fHg6L4+m^RS_AFd8{n#!L&)jZGN&4pB_k5({J5e$E`PU
z$eLWMz(4Um4;A#MKBmjs#41|q8`mwCQN61<(HW>4vHnZnORmo~HARo<AE_u_xbS=^
z3u<<h1Slh!zdHb;z-1z5zuBlvy3DlU5LNU}Mu(^qVM0=<@XqUw7*~AgKVPeo!J@C!
zy;J7bMc)@jxzvt#8$0^9sCZE6`+oF1+IfZ6b?)%w9BZi8F<BeD+$=M^&Enx35Za@%
zM^C&<YW(wlm<+e^>G|z|UD_(cIRO8i5|PGAIW0R;85%Y7ua{m^cK?0Ap33d>QuNMq
z(;5_RtdDMny0TiPP5v4>i1z?qIYqx>D$n0<NyHvVHkSi#09}LbrSxmkIa+OM^+#pi
zJf@duP<;9L9~>?>S=yCkZAP!=(W3IU?Bgvps_V;QxBFz@2_zcHwS>{kwMV2#Ue~2w
zaohCMx6t#bUcH{9?Rn>9A}jY>Gl}~6Jh4cGrrp&w*JAo)N#!Hbp$`n0WuURi)eajh
zSETq@Ri&)hB6o6l>->z4(65xe4drEh`x0a%@BJ*-hHQv<QKA(^wqOVWCClSIaIZ?#
z+-8upAM60_r5LFd5PiKkZ2A%Ikhb4SU~cT#d2h!XnBSvOdd{oy6yo<$%z-gPpD=8h
zNk+^6dHbozTUb@&t%-~+m)<f_#2VA=S#*8!#I%#QmGyC%Id{kTHrXWA(MlofvwM!B
zx*XtS91J20JO1-$2I9J{*;qAxp@sLuzeLkl=hpGYr;&?iY9MfAiEs~50;T}83wQp_
z4Spucg6l^@3#Pd4=}lq~1Y+1{gt`w79k(#g8vC?e#TqV}sL_kTa2lWG8kXihARK?m
zR-L`;ZgC-4#Md2Sb>1?y)0$Ox1o&GE?4l40d-CyzzsuF5cEU$TB<~Sphx2VG%Px<0
z%L-`C#qeF(usEi1i;i%VyMY*yD$&u=@drniC5a0p)lVv691Z<mZB$wwQ)?Hz+6#IK
zE;x8l8)6Vee1}mQMPQ<@7I*mwE*%E6^3E0Z1VO+Mv4~8CaEKKEsvu1~aYDce%gM{j
zt2v}FZB&^!+x(L8Ypl|&S*`D4y3L8>TL$8P{)AFg-Yn7nq*Bwj+!vV=<JZ~N$}EIg
zPPiLgs=Rlbxg+j^+q$L?E>lx0I(LhhX)L9nH%8-(Ch*~H)>D3|NQolxn_y!?aKZ+&
zQ{tmISL=X1BWzsxIWRxD3xjx|9zS}FD)@=ZFp9UiwuF|;NUkLP(FL5Q#E=FmppMv>
z@Z=Eb<!@>#=K*nGwr`YiU=+O!!C{eiQt^Dp>Xq1SsmisM5#wl>=J?CAI^6~Q1^dBh
z-aSOp>c32k;=!r@w6fH`LR6KSPN)HKNncV>RwjsJhB@(cqL7;Z6=~no*4DP_&q(Ij
z<v|?UkGQ4vwkj#L9I~8^c2=9-DDOU}#~q_m%s4qZeDLozQo#)almS~zPcMzPrH>EE
zS4a0{sE==yuhBV}N!fNL^41r}tMhhVQ~^_WGb?xeb+WrH1*8aErB$v2R(Oq4(7EEO
zMHN~A28VDxI>;@=#e<m0=Sb}A!3FwG+X?b8$fW)Zw{K0-G{Frq>7A%aH4DU>AXx{`
zyTisL<pwW2`Cg;?#1SZ9S{r3P^h^!EieLtlgP3-2gp*_WGa0K=bRVQs!rl!|50iEY
zAOYm7d`(%OrmE^bBN+U7BUQyK`U!u%;|}6Ng#-E}U?qZ?1(!o)vn48GVPQDO7w!cp
zVfG;NQwdZ~Kr_3DcQu%#)z32$kW}Le^%8Mq#?~XMKk`M!_ZY5J5SL-tc#QwC@;f=M
z^s*w<1??*gqzh3qT4jCnF4X(%FC*;!#l(Mo9*Q6e^A^Ve$z-xkVXstymrPC*^B%-o
z?PX)T4W=Bblq#0TLl+yr8yF<$JpWf7E<d#6Mxd&yjbPNRdKm|~G&Ljfqjp<dm@Q+@
zhdi(rkf8svDJ6hN!Y5w+b5T*0afYflX36Hv%G_V_HPIfu`71mDX)Y?`lWUE3HVJLo
zv!!nhYyXYQKBaSK*y$d)-|zNP&;ND$bj?U%>&W*7)zq5Cyfb}=RzQ+#_Q)8S{Meti
z&^IOb!`rKK?naU*{0Ts6AjV4|O+G5VQuZwau37l$;H^<`vG?cCr?EPEdV9hD`3I<E
zdNM%Z4j8NezcaUZaQAK^_E*l52NpCY8^nAXQj_G>0S9JUn)!rALlkFZ6X1FDG>TVT
z9hespe!6wXeXq$te%)TUzVv_%`q@?rO<p9<Z5D9HD<<5832hoa4A2@8oEj!TNzCa+
zu<KLjwQpy@oGDqFG3y#Ug@Y}P!KcRq|2XXo!Y3G@qk}0mkht38#4Lh`kPTXGT!F;k
z1&60m@S8-K5I~DcOsh$3O`#qD@D0S8AD=_4#&^{zA!;u}_RV5+60&H?fKVD>6alzn
zEl6lmLleeSgQ!&Q#l)Bdc#g!20)EV27?va+6hvPNRtc^#DLjA@Ocv01^@zDR|2IAU
zjvJh3ciM0;ti80BQSm-~%X>aY^_Dl&A<Ql-%fU2%vnbf`%zEw8XiPO#JHDkeJ?|Vt
zdbr4Fm*9R+(+!XZd1dVB8VD0SJe{H1P%6v8FVK6|e9TAOSxS*6;|{&bqY}qXuD~7F
z_09YR)xE`O;^}+r?D^}QDm1Zc!P~>`dg$w0lV*=xZ@aj-_eAfA)17#jtnJ@n-44b9
zrd%YzDi(t_G?R%{&!rrOS<o>Vqwd5s<Q53S#B3jn=0)7{3sI}Hgyoa~?`NSrT~kw2
z^x;Ugv%KW)mIuRHL8v_e)?Zz47X&X3byo?<7{tyV97TAUJ%ku<+s>VeWl#H+7A#sa
zS5XugQ#Cb#xyD5-Be3*Dr5~Vv?F0n8F;QD;37$CS%?Z*bWJ0#bZE`Ch*BG4a-Ynuz
zV<Oy}(wES-^m_5<lT1Y%I0QAvCwK@YI;ny|1O!wN)$S+&(h4~(0D3Y3XgcxWbxk-4
zFvn?29Pr>r!;d231w`z1mfr`+79UD$Aem@TJ9n=vkE{>|ECC3SYcDF*rU?@pD@1F*
z#@!IymVqYlIgqt+{4EpsJWmn-_cdsVsv2wi*t`>zS!0_`O8={^f^F4e9<jFxHs&-c
zuBafs^uN;QkvXpYI{5EZ;AQ5v?2bhB9Q#8s@H0f+=P=nN$jPUZyUDs}89~YBH!NR6
zxQwL4$GCo1B?tJ{YdU&+OW>RVnS|x==F1cU8nl^yw+o%8Zcj{K7NnQ7e7QV#jpDh|
zWOSt^Pg2iQF^vORPx$U$JS@)CS*Ut(*L=ua&t1RGoU~DwX`_NRn@gDL)hX@|KYQ`_
zta|K#LG;@|h6ih0SCr{27ccj7T;3gY^IiX%{6ID;pYWP$>J$3{jm<qD=6Q%j{EVoI
zvC^oCc`vyyZz#~2R`>ctyHfsk+xA^sHk|7!e46n-a5r%aC+s$KsN~@jqBzui{y-TC
zmmMT`vLV6rL>KCf(umNE;X$B)>x7WpS?S-PUBb0VrYYFgtdJ1qNZ^k|y3UQeg7ycj
z<}v7<#99c;a4;a)6lN1Jd?562NZpb>R@~upK}KT4TnFoi)Lo$FbV1#Y=WQjCj^hNk
zJ{`D`pD|!Oh2w=7TS41vKedd20zu0bF<1@DV#1Hh&j><2!rQjjZ@qe$c>H3v4@D3?
z{uII4J5XxHV0{zJkuZjV#!^5uXj5cEEEZ6r66+@vh^4^t$RLk=C$c4Q{n4^Y1%cH#
z2Ec0!`4N4;LR&rq9!g&H$-vKmCW{E{pZAGZ!m>*Djji))?e?%G9_t7ER4FX2tNH7B
zZ0j&+tH2uZ!R7!`_8NaB+2Ppzq<<z?8@|1T1C_Bn!upgmN=r(b0&YVzViVsp#dUC*
zIc;}?UF>rq?Io@Zw{AhH+(%;#KJA-+n1A9fy!rLoKjz+&J!)=A=~K}si&fW){ho|A
z6&jwlgdh;kQo+B~l^Lsb#gwjGkx~rg(@zSjtBC7gF({_KSU{a0pFf+eW4Ev3YeCXC
zb*<JGYr7dlFRV2&36zq4?NiWymtKbM=*PFMNm0Rdf%g^92q#WGzZDnrPiDyeEq~AS
z`R!Uh{I2^>iUFk@KkJ)YHxx~1O%<O@uJCY}9WI*es1R-CknB4{y(cVV5w2K|;Tnfm
zXlWev)j1$)HdS-jYCNrJIz^oq)_G5D%bv%%J-%4l9R9ff*RO{uDZ-dU!X1_vc@s4^
zntBSNK_X*oFttcjFt9d46l`85&bXj$y@$mz@pzgU>Fo_L9Rwkn6qF?LgAk6vMw<XJ
z97;O<ncZl09uvV3xbA{5?IYGWfTd&Alh`OA%O`=ga8AYo`T^!V8AQWfgA|ECAR)yp
zM@2$L;By#d69X^gdo?<@Q($6GG%-T~+~bpzpRg1$+a+UoCH}m1QMwn1ffLTE^h4T*
zaV9pq6POc{Ua5t_6cW0ze(&DB6tDy_Wqkkj>Zkhp`r*6*q;24vuO;9Up;lrV^#B)m
z66h;rd<>L~l7#8OAc&X?5Xi{Kc%r1FL=`gS91)~J5VkEbiNY|14T9<ppM~<@6Kl>v
zi-RmOOP7%ZxT8IQ84X|$`&((RWP}^cMJ9+L8dw+BNTtAlMFsP9E{$Y%Om#_pB0k@?
zYC_7kKH<xHUX&ygZqh%!J3c=)J`XLt8mI@F>7+nJXHrgxi+>+nx}Aw-59G54eF>4K
z0Pr3MiNesud{wWi4FwqszxdzZG%8KSnBLC@vnb}N_6`g@DEz9>6|hhJMUdx8KbNPb
z&mD%!n5P0Bj8y>#n@#7hyGTh-*k=hUd>9RQ;^>!Ra`u_^@S4EtQoA|VHQc2?t%aBy
zox0^iRUgyGFh#ShNn{UBWDhBL?q1m5Ro>NG{g>}jGF`tsqwh`yidxzOPanrdiA6pA
zt;bgN^={c$*(@Q3QGV@R8?7#}oX)(Nv6fDUPfWZ=YNOnGQPDQHgF$1vM@)*A>)tnR
zuPC`=!yXg8qO5yHD9QE`FONg9YGtwC_akerYQCfA$kVbuyvydgKu5RUr>{ZFD`)90
zmB*V`I9le`9eI6F<kpHSwNeD-dohbJAGKpg-ZV&S=Hz5&x7m4^IjjxK$Td2=%VK3I
zfBJT;7epj&8FWF}40hGmU)C2FZQWvJ($VWN!8d$X{IYSMGswD;Uq1u2$3E*txs=iz
z?)SOr>ftLQA=o?AsN}kUSpuXa$psG{lv+G4yn5KUX@p#|<~8U*l~7u~fnz-(BfWgU
znhc3cO*oR_eZbF0-~I{J+f}oXrt}lCva>i11$R9*M=1eH30xE~IUrs$pbw|mbe%%e
z8Wh*{`K|AOZ$IX#`UqLHZ`MSek0onibaZ7=7}&lDZXix%kik6?Hx70}W=>A?lwF?p
zg#D0<|Cq#n0c+5)@pq$1j6z{)KZULDT4X>0%F`x*7wLKVU&jr}pUcW>OdEscnkpoc
zn(j|R@^r;*BA2A4q!QJ6iL2&ldzSaiK+_N(pOcI52_0e%Laey)sH6k=w3GeeJCnoW
zfK4DZ{lkFRYuhWCt@^4fbpHKo4I^k&MzCOqZ)pGPx@9}H5^WcdJc0x4NazLXZ+ogk
zDX2VvQm+GtJYzjiJf<JzP*f3VlpUxjngY?BU(;-RHfC(K&YV9{|7-B(jDf#(!a&U&
zgI`p!&PU4qN0tv2Wo0aP>-IVRlzyr(mE6(M^~gn$-?ifTt20^SnK>?PiJH)4yDmCa
zM@TAtoTJgo4?1SMXjDnXz0T!Z@zbFD9QzpTWDjzWDT-b87F(NtlRy3@&yzX2i`$(7
z54V>6e)z1>?~3ulk+0$rrxx3%D;$H8tlPxHPi7dZN>!<QNp}1kxMihhdhlYLPe}6(
z3$4<Mde5^{<+ZUo8hkM?HXZ$|^o4Yi`45j5O0oUIa@$nTxTXxOYaf*G>oO4BRq(a&
z;e`Lq`|#YVJ3{%`yWoLW<klVX8?{2?orbUGj%Tw~@zBOheVxp)IMgmx`kHCGNyS~A
zM)&A={5H;w0x>ocR9ZJ8Un}^0bIFvNV&(JDT)00O?;RM}uv@#M$`cGDIC}obvNL&|
zlPoP=w-Q2NXi%ri@R;9d=ZFAa@@5je{q5Vg_b)0LfS1Auz!%K(20lH?{;U)Kbu5j{
zS;K3@+YUI;zkVZx)<*IFs7^`GWx!xM*w(S-(Z7Cy*7Bl-P$iU2%d~n!69Y5<44wrT
z9Q}Z13AFW%i5yWg6BAvyY>eP&nIRqj9!X?$TekS-$Z+MryO1<C#9kgQWT55{%KN*E
zhcI}ssK|s)JODG3WJKi>Qy+}E<ZvYfqe0(1;ksIHD0H5~B88#nE_ea1Rgs>eCzd?8
zO==d*fi01phRvO#w2rD@{D{!+mNO;y9x-$9SE^J0^QNur;??NJjl8sH>Fgc88(H&R
zqHQ-ZOEK+Pd6QT{v*VrcDQ|!vU4g$h_fa;F*P4izYVbLVcl{c86zR+C$xX%Lv$UhZ
zP`*V?o7>n{WeWv`%*`#;$L787R)nSwGz)H26sF~)V`^m)%$B%fZP#)2x8TpsRO(@y
zJD%jPc}`hWAM$u}zmbubfAo8kokAk)oZ7}Uo*x8W-x934d8h2=v$Cxw&-Pav%WG9t
zXI{2i)VQ9QCt4ua;aC!I@@z_&nq{Bjq;j-=Yp+<~)TdZ)&QlHVSHx``?7P1<MLVV1
zn?9|pH20Az+TwC$u0KMJojoLZsZFcm%DoHE?p>%0t16j)e(H>^>s=k6qxz{YOve|z
zCQt9Kus3_mJm}}{?e)r|3xAKPiwF0$fa&saVNNzV6%1$~(8mSWKKjZS`yE})E7Xd|
zoGBJiJ${3-r>5ivBIO8~6pjWdEp6ZlvARv3$8^W8sK*NZ&3#lh5w7D@IJnZ85C3oV
zPXVG{0z|KNp9DDy@0Da{q?5V-|DXYKkP7$@5s-H-lPHw%PvS;iVpMA{EJ%R{^SEkl
zeaK%h>puR+$<!{Kw>=A@6`*x?d95G2A+YX6#Y>Db0mT!GG)S_P0n%7z61odU-arq%
zaaLl0`xgOE^U<%lvSh8UyY7=OY1A<j^9Cg^<y!qgpnxCO!WI_AnN=oz0h&bTQa2eu
z&m=nnt&{+QA@OlHM)7Yw0%QO(CJVLseQt3-ah8J`VcKk~isqTjW1*WP)`RdP(0k_r
zvkd}p-fX_ye%bQlb9cc4+4=0r4Kd6cH?o9<UTuw|`TBTEl1CL?OO2%J&t%TxN{yQC
zq)#zVcSW53?dRxyjG?^S(ecz4`KMa7V#be)yDf`<>wkI~Bz(%j<jUFIr5(Q%o*65T
zO-+>6rDR$tkJ3`M=)9W#c}&sLeXP<@$S=ro>r4e-5Py`OOoVs8EA`h>Iy>&+HEm@Y
zA4KWI&K)S*;!{{`ARiyFkiBidDPW>4aEyAgsPV|aO$7>p^t0Rt>Jtjuw(n@%!>sa@
zJJ`#VQ$VxOJV`I<vY;j;V>(Wj#jZUoVU<RS>YGty>&9sCKQ(?>dL<2(K?$jTI_+1I
zn&#6khb6vls<|d87S_pZ;KD*1-ZJvn`T~X0G+v=X#rWQJNiU?5UexVq6j~e8#W(Sl
zf8*R}pa<2YO{7JYDkuZ=Qx$=k6FqN{O7Ne=T4SKFLN0a&>NC7)(10b#{YOTYfQ?h2
zvOoQts}Q4BakNzFYZ-CVEyCt3y@7Bz&@KZAB7Qg^Y6N4hOOm8OKcy#`B{=yA+ZyPS
zNQFpqnwh+oR*SOTe%#algJNp}pzl_A=|aL^N%B~*s^%~$pd``Yz&i+$1664#b_7VF
z1`VfxFXI!Dzz@J3KZl3IyMlL601h?AxS3>|kx~T7onW<542%70fn5)<OOuKS3PbAC
zhAm%6t$-xVlvW}f+6leW8I(Q49bD8O2x}4mmk?UB(*eA}ac=1ON#+=cteq%fan5sJ
za+myb^tN$dr}P5(qj^gyt|%fzQWwpDt&NWlNvcGvSc|bxxcj^*aZ$z>h;&?FKCl9b
zO`k`{VgN9j_m6$mkMg6iK!tGdGq7+C7@%SsBjzI<=XU@oLCX^nE297#;2qm@Fp_&c
zOGob4$3Kn5{O#uh^zV%y_vc<2tf!&cQ616qDd}o;Y4`zdKFT8T?f$&CGCxV`Wf?{c
z)_Vs##wcmopWfHVaY%Yor)9yf&b!Y7nd5a>FC22%Q|$W4VAA?y#}n3LS<5=*kf`##
z*W7q4IGKUkkZL0`nsW2p3Yod=Zp`sm9c&EOJ$<I5+tVOaa(8L8+75w;T<<;&lhZoW
zg<BVL9IH&8QHc#4FF3#D$7buUp7W}n2N<{<di<(IAIR%vj&s@c*f7@$tr4mpe56}e
z5`UmF)IRrftP-bK*2E^WWr3tmU$;io=6_4j2!4`XZ{twq#QN7(Zgt#i-Nfa#`?DWF
zOcpS}Flv&;ilcz|QwnVm;d!Hq6b2OxJQLR<DfNa0bpJz^I-eC3FgLNnYWP?1b_GwK
zG~w{ABPuU~&ofuo9%iBiaM_wXf~pn{ASV?R9%?&*WlkJn<J&KMMFB#J4v4c$A%8zc
zXegQ1FXL9Q1ceaI^BT%Vu*QiUKVDmUt1{dFX0JRZI28$G(EoUs#g|xK5yLE!%mVwg
zf;O&06qFPciYJd>APpv=pMxMb;y7)FK9iW!p?oLF$&GFN2M<2NN=imWe5Q}R=s(Hc
zf{mS8EWkq4n{kth!O|@w`z6lkkJ)Ne2h;nVUcVW)L55y_e#tCwXQmnm$$bDw^iUq4
zOg>Mz3j}ezF<^Wt0qBRu2Hw4H<tu=2exPE8@G>(yyXh$(1}l^Im5#K;|0gz!#hlpi
zdQeo(Cb)mfsP6JSqu~=$@4wyB<m%+9K&^qIr{*88^X+7z)v`VP@tvcmmiPm3ncwGZ
zOT3DSh@YmN1P4d(-L5`sNdxw&lWeA(+Y}!w-%XXBs!_aky66*CpdEV}Us+MyW%^0$
zVGX$@t2nOzLTWi(vz>m+lLT?z?rDZ%I}sR(<BT`~FlBef6yCou@MG|?LWT_50idf$
zjjh94Nw2ER+)XH4u(HBvZRGw9%gLFY07=uX^&ejVe1!wZA@V>spZ(AXl^fkjcF}c@
zm-7F4u($EAscM6{T3?wh_jKLe7>`9fc(s=^;z8~_s|HvN-NqDbF$it^gh`xrg)@N0
z^qi*n21pam4Dc(pDF|!Yq`$tBbldC5(pmdwU114!Zigb@?T3(NkJz)LiXC2ScI>#M
zb<qFT=^t$jDP@&k-zZ$!vYVsd(AD{sC-a+bZ7SV{cftp^)$xthG`cnZ&e1t09qN54
zkXPK#@phMIsa3MPgafC;wYl%fJPUm-?%UK76wjIo9&e#k$O&C;D%-p`5_vu8*y(J4
zw%?z((lV}f4=?t7EPcw8T}6slLzlwgqaQUl<>FF>U`g1L*N#20r;Z6WnD35+UL{{e
zX6`Py=p=CjwGZChsts`Mw1KbmDP&&&A<l5q|3FCmqvbpaE$0*0)Y@4XR_6Z8%Kwd-
zrYw67I0jmqO{18!1auV5E$lN>*eh)pSXg$yxzHnX@b4`C(gnti<+dvpQ<|ZVTDat<
z;|{;P();o5v&4T6h5DXWQP(%62+QAB_Ve@DjsD~QFDx#fD?B7EI8^M_Cw}9nSf5JR
zfzInvW1Re*PxPYaIXt8e4S!SME(#hdowaYE3f~+jyTZs|bECX9_#&IC7yzdB!-2(M
zzzmMl(Hj$62jJ`)mM$0;I`;Sv@`hi^B(aMyTd)~!5r_YM4J?v&idt&Lrya!zl%+lb
zv-|i-Nig!YOjixgPDTlEeWUaOEj0;uC<uv!=LXPmU2WiQ64xhb<~Hl10roUcEIV_2
zTbiZqg#y{(b4jXS?2hnW-RQ~LIeS)po>pp1BcL9o(ebgL9GNoLY^OaQC^Xrw*}vgM
z$7kPI(=(bbH~HPA%PWS4BMn-GPJcOM8%TKeAWUZWPro8|&g>i<Mp;#*rJND+&m@Vz
zHoop4N~!x5JP(C&sS{p1@J|Ir#j@n^LcIb*p`M9fWU!8?Mf&oaa&RibPhkW|Ha!_e
z1<h+12~teL-83>RcW;rNJa>FEqNYw2uz9|tq%nKBcv8u)OKq!j{M~y)`{vkK8XrzL
z)ZAWpruVt6sXKgT!7sIE9Yw2KuDZiAFC$NAW>DqB1p6d`pPRZQzeVYv`<gq-$rdaw
zA%Q`bKW5AEFc39AzU6rLYtkEmMMBI3FLKXOYn01?)&P2jr)=QXF?d80jR@wD_rR$W
z#Hi)WQ6W;S0y==Rq6Ot+Rq8w4hlS%e!1I!EJuiF4^Y`m(csFu7P_WRstK<dUds5}a
zTHTW;kR9W(_Z|D?SsQg4*|!VL=_4}sew=;gU5)(q+uWvYhkfA;*v%&b^bYO@grtv#
zloJycb>0AGnbqeOb(ISR0hzXdp9&4t54fshcyj)=1o0CCb_WJeG{q^ddvd2QLznx_
zYz^bZn2^D}Pt|Tc{-?Rmnxo9&UJ7%p(-n<$`y))7#V$^*DR^=1z}ye_kMkl|&VM*{
zfv4Z}U50UuB5QcQAGg`^zT)ROid}G%AHImWQ6v}(gpLZ@rj)d_Ro=7JDuv$p9-rPA
zY_0wRI}bTPuu|xnY6bNK7B8IRHioJ{qJk<jpPX(wq9nUBl)6>^@}um7TZ*>ZB|Tjp
zIbUDb-jz92WIp7~wfFn<;^Z(F#pS;zOsYmVA|6@9J-pw^5e{>`77~@sX48GcKgefM
z1=tTo#mMUqJN`VDU)<L(Ilv!<nAi#KvXVIru|8O)fhv(tKXQpz-EO`i%nJ$Y_{XJ{
zeQ`q<nw4Ud)$|75YmR(R+-G`!l0Cw`w8cV6RZN0u?n6mWqrkzteX=}VgHM*Tw5MHY
zJ-JU)AB5>058#(Ru(Z}o|C_dBbZ_`~JTx+33S_+B0mm2604DTLs;Wl^)!M1Ai`H3U
zx<vCv=jQ&WIl);v{L6fGL)Qwk$3_PRLx$BV--&%~i=iA<n(7_>FfGhQDA3tMZr9!Z
zVW9|At6H?mF!ljT)KX5~bGijHBm}F;(pZ>fa(Lo4?QS!xKq?wR=I`KG(n2hQ3PEB{
zOo-cD^-RAwFQ$^|LJ?Q;*Nd@bH7{w73odiFPF*YXHPB!1u*&vL`(3~D*jLFEo$>zu
z`?u2jlpH>_H13sSm&aa!edb9d5-D7Umo^yCC>C!Kn|$<H=Rm-4?U#g}2sWbKO1h0U
z5RW0&;o+l4<qhs?YHCPi`3dm3roo-&4wfV#_G3c*355%Z#f1P8hoZ^c>Y?rT>Lp-a
z;`Rf!v=gK$<`pqoR&f4DMnf>>jz(G9!<)-YjkOeuZIugT#d+BicJtQzrS|SmV0^!G
z{RjR`{iTDO6E<AbrZZWxx;&Iz9D80u`uI$I5Y6Dxoe`3E82mKB5#&HvfN}m*28@td
zJr->MX5WGD6edc+ztMke#J|j7Ko_PR<~<H6QhmG>2M0;Xfdpo#dg6fc3jqwMa-8Ab
zfSB^X7#Ra%NB;jT*Pfd;<L4wce6Z3X)#jU4q=76Rb(z`CDpx;kvnZJpqRjF5E~~<?
zhm&-*{;$^@WW4a`QLFs<!Og|fKbqh9uIIjZa$U}CHp=5KHi@j;x9>0Ky-#GHR;ADQ
z-s2FY;%0B$yeQM)?-d5#-msC%nqZgeEHCeSFvoE51qwNwJ8^b6t1tYS>&7E$7&#DX
zb&b>nEgIq|2nB#!(a&9LN{vl8u^P<fCp4aulY`NzFzh!D0F@v<$;6wQ0!Keletkh=
zEEv<;q^rPYcVm7(`@E`??Q>$+>ti23{&qNV`Rs8Y83);RN#Bv#-}bXptyh{w9x3TL
zj8ankOuiy+t*7fJa$leRh0$1&vBtv-A+U3Y=-_XQ2Hba>$b2QOK}S+Q2el}1$Qo&Y
zo!5mZWi*r+@A9Tv!Lba{I}A;taMEF`=p_z*&_S^+U@DH-jB~Lg`z0kqAios8{_7m<
z*U!ayJRmVCpch>jIHCk+9THnsbfiH`ZE(yiKC3s%czp&+{4eV2XgptbUDC2y4|uH)
zjKa60N3Oj>+bRqJ0h&4Q=Ai=;5--s4?O0$yLFN2lb+Y?&$0BCt=p6BG38`}tFt!vB
zikp3bPjiN|y`Z0{OEbHaKmVHt8^)C-Znidw<7MrcQY-cDCw)Z^yHoX<1b!X=W!F6B
zrrSczEW?}bWV~IH;=q~3yxxW@&ECU5{(4tDvEQk1Uc0+7%%3^sA^kwRl5C^72zj*x
z?13hL%-pZ55fciKZURtH;Wm-Qz5Ph}z;lvGL>NL^)`jai&37;{kp#?KU2ICZCRnoF
z!ZGqBBxImf6oHQi&IFx%(~54f5vn`9`Ke(|w2d=uE><sR(0YoH;8Ogm3X|rQE3ZV4
zLm=~yY>N2u5FufrFDXI@Da20zSMp>_bsam`19z0i$3vmta=lL3(8R<g!LI)AOTfB2
z!?Z_9w2T~#1!?bqv1C`ce#c+<)Ff>bf@*5*0WbmnftC=)RAin8-Kh3UjV&wF<krCt
zfk-tkw-r>~y<kG~_Esi?Wpb}X_RN_xFT3!w5k5D5vJ11jj(mlDSwTmK)uF{^BY=N)
zSY_gk`_KLf|2=Z2xPg*B2A-s(d4ko*I8@Pak@l|W!GOyL6DMIvXK9N@Zv_1`5XpIV
zY+Nz@{#S|i6#gStoM3ZU=-E08(26abx0cYWH@nF!lS6fe@v4X7%hyv9hwmweGe7cC
z-YM|vs>9ZOl-^<~tPvJJsybODy+no$3?FQ$A3b&Q?RS3NLwc<Z5&li_XJv)?G8Z~!
z7xF!ZoN65c@~2$`?d0pGa<_9*l>ZLUv?N1Gj65E|6D<)$SiI^IfN96^)IL{KL_+w1
zZ~|$_q9*WD2xF!Vc<>Zt*gPB?MqAz|sKwCX*$_*4(#Ro4x54x`a0nC}u8{L-fzL)f
zUm#!{L)aL@<=(gG*}$_)#CQ;liwZ3MvZ|_{7iRID;V#4aC=YOckYBug`}VK;cMVhq
z1FbotWF8H~gZzzz*9kie5sQObF(%l$E%wb8BqlM`ZMu=@1hsC|{|z$9=MZ|(?TMiW
z{=O%np_R&_t)GzXS_LGLBr}m~!Vyt|WK|yXYuvwH8Z<j8xJQ#oClQKj*%ULFx95l9
zFd<rtAVGu7q4Z|RcD4bAIvUF^dz?f$18(6?_P_%KF!LB26K`3ob2-DjQ5H0W+=wdZ
zQsufz?yV#cPemj*#Zc=;9+=02Buuv&>6y@kKMHlf)7^noUIzE+c9V|UZTJ1zSOa0+
zaq4f0n>Nu(74Bs7uN2VxwY|f(;DsoqC~qd~8Dp^tHmj8HLlWaPxqCJ_+^_w0j8;UG
z_13N9a@jelng%k>iOe^B8-~w)ls!u|mnCi(vxhfLJFZDkZo0?V$iKg3u_ctcc-jiA
zSUvQi<Rxv`EY<Ge(B{O6nqW5}8bVw^W?J_wudnnSUD1aG1_R!V+HH&|w!3h0Lwb1&
z2n-1kL_TaadQo^j-D|?QyPnKY!JB%D3qcS{JVa*Dq(Mm?jS~QKbRnd`0+JISc%QO~
zmNp6~G8wL8It2+6juN)S=N?LN7kMx-r<78<hUc2_BijIvi-k}zUWZt&>F|*p*25W3
z=3s4i<q8`QVZo6jsl~czGm!wnP6vmn0PP(VoBs1NB5;z%a-%7L8B7^I*GDX3Lixv)
zegFfNpUB`_{|{E!BEUQ;Fl(cyHD933aw)A46bX3@md7~2wptV))SSFf&J|*ae-&d3
znD=*rQXFm7o=^Vdy@1YZxD0_<9F3hhU&j)X_9s#;hVjE$^@pJktA^P>e=fbaSAQ#0
z)ZKd*go|!=s<=F5{E)lWa)+z)AtvLilDkHE`~0?=a7wMet$j;O&F9#=S5#i%%8{N4
zyJgD@SuUDOfA+Z}emH(;k6EhMh37}a?k4_ficY7Y^X1A;xELoCX0|y#bmSS#0@udW
zDFTn789I9L^R9ya>m*=Z2n;L~Q*!R^G9n>yssr3w_Kiku4M1-q(L)j2BLIXOwy<iw
zA@(z6FicXy)RQ<X;$OMbYX}(ui-ID&k$LR~S_<N%))pOzH<<-vbe<tMLKv2#HXwGg
zuoQ31St3@afJ~E6GYJU`+laAr_w@KZd!{!0q3-q#HfWF#(q#g976oD5pj2bHrhEBz
z|9xgl!iSl$+@tySce|~f9ToM#Md2lkizA_iAZJRC^OhA6K=mU7F!8E`>YmWK(PPon
zS0cIe0B4NtHisi}sO4v2pyj%o1oJ+8ctMDRH>yNJq=@a#Z7MIlJ*U`X4i(+pTH}OQ
zP`x2zyG&k5iqwUW35s7|VmSM`!+TWCL+G~FzWt@FUL=qirO8s`+NUvZILsg0B7Q-|
z_jJ|wsa%?axmtDNqAL54;`S`o`Lv~xi3xb)Xg#(4f@w<w*qqUbI?eS2k^?6<Z3pqP
zKt`f}aXmPF;O75;1*hL#IlKXJSi@)bzA(d~Yk>RJ(8!3P-=L%57FmwOgA8wGgx3#%
z@dU_aPoF<OdF|S@U~0=tQ0>y=zLK)c9Xl27_>&5%8KOFC(6ZY+H#gUFR(&xiJy@Tq
zxO$Q69Tc+urj2ia8v!4?aJ8M7T;r@Sgjo}XbxvzrI*EEBgrIv@9(j95;nX&7%})EW
zJUKbZCTw>02D<6L&>VF^W<Os2ezm>zdr{Lz<pq|}6{Zbjw1+O{F!Y3#eY@@-2f2gc
z6z4K;%`p2W$=A1qd2jnC{<TLixFa{Ppy%%95tpYsBF@~knb`Mo&+$XA3e0cTDYv!v
zXUb=L#T5&`w%Z@BJGtd-V2H~1XrZ}5M)k^iyOfLF*BhW-4L!?=!F&w%U2!_e;sFU}
zTt<AvHjBJ(u`X}nx4iMh1RY*?g!MEy2CVW0v_aN5MCcV$S%_sV=9s9-vNPy59?P(7
zC8A2qzuKZB4=Mp<hed(hOSTT4i|<F5wW0f@3#=%{pnOF6bQO-kb9*knV~DA9s!bwI
zJr0rAU-CgO4j&CgkK!1ZFX4v{is6MP<tT<%j0f-M+Yeoi&!4|WviorIT=e-&Q&C-g
z00v$NA7f}*!H2FzKTbWPxxJ^aPZ-c3?!{8HN`+v6gO_IGNmY$<;%~dVs}-W^Rv8s_
znAPhsZLrU2&C$MiFxSmlQl#jk7LJyvos2(~4s7>!Eq?ZX){QQ6FmZCH!mkJ1pJnyx
zHkoVEbxD~Q<%@1KTl&JL{f%nNm2(3Ut{-gnEC^ZfE^$6CwD>*WQS~s?okVIeT+$*r
zH%@TWAompp9K1TYLD+G2sQ+tWO+W}~#9$sgHvZhvH6SPP*nMP^l+5{3H-@X+0QUsi
zv^wbalT%ViNO{(;S6;~1U<I(+0+A&0l5#&~>)^K$w{e7}ZcAXstOtdd6RvWUaK55R
z`baV!TAAU!_sph2+rg%cBaq0Kt7R6<G3QeP>$?UZCdDxTVoA+I<mL_q0}0Wyw-GWC
zd2SEx1r&)X(C?A)x`Kkjy@2*?To6tmX=nC@yO1qMJoItMtvS2A@(j|p9vn1XxQ3B5
zMoF)D8reM*qwF@YNULa>33F&G!%43K^A7@>AUCAgTx3V^`B5;K84jkpOCSS);=X=|
zeNM2XgQcJ0rQ`S)Yq7V2Bxqyn)>y6xPF~a#8;A&>#=`4)Nw4)*!)^mx&Af%%cT(Fv
z%m$UwM(RG;eYB`^_mk`mgHC__b@JT6RlK*gqs@;Z`bBy}ujFLD*JNq8YS~y2nihLn
z{o#d3G-~5e=m}$DNsf0wVsIts&Yh5|$dLw|2B#0wyr3b^9L^pfG17pLjef7-j2>eQ
z-Jr7X+D&wj$dchjwjpSMl9&SYV&xG_VEEt>vub~J+GYXTD_0&d9$LwOhetB>|5i(n
z3`i6d0#&Jt|K16`T@~?)MzvUKk<oez$_W$^lR6*pNQvXG)Y4>K3x;MSNC#rpN1(d7
zEWq&v2L0A+5l6v|O4<;tX`){0@!>#i0eb^N&n6bYxW<byw=KXVK>eEESS^B$e1Of6
z0GW7*5riTFpFYLUw+7M<?(txj6gX0n@)8<WPvoM#PpQ6wYT;gh2kGPS!(;Z=8`UPS
zT!+cGbndECzb&;;ODSW$|1MMXw6I5{9L35esXTk+FSuE{dhAxQ5)b^)QnM{^kMCN}
zv6bB&1BvDAqN0IlC@4v9e>?5De>=~N$@E-R;_|O;`?i0$Kb!I+&u(M<N;6%7&*g<*
zOUK4U16j`Q$Xi+1zmQ@cq`ZM=WcSIi(N}WW(bwm7-pK$;EbO$#Q1$G5J6m9doU!qN
zV`<+LpFDc!8PN!H-$F?0j$ga>TXALzHKZN(!x)Z^fVn(=G_9ERJc04UNTv6qOcccZ
zUtX>Sfa2k4ae98aCE3U;<FhLqqcFICYt5o+$FS%o+jZ>Z!4r#lx(gEPxbHk)3D-Q-
z@YQkDqy7lvv96Z~xN02Vyj_u>U$J_|#vzu@{=DZGt(U7>J%bbjcgF0Rf%X{QjsF~v
zEE%Mm=B26S;t5Di%_|PSCK!^L`L6FlZe5RYTY}^}k&9dX>IzVGSEF--<3cZriY}B}
zhc4)L8HTzHXK6XK-oX9#uCfo)Em2~`$m#zc3c46Dnp)f!h8TwbcqD#`nAQHs20slf
zp+N9(1Ah>M>RjkO23ul79AkuYr1!k*WFNh{*~|6W_XCVaYolt$8sM=>5v(lL_3f^w
zvYGp#u}P)u5+~gn?T|+YiacjO0PzMCbMa>bm<6u8uLN)2Ba{1SW(=j$yhJWF;b0Md
zuD5V?2l8VK0QoRn)_KbgtB7eC?F)=GG7G%;^bLyIb=T6yJML_`HvK28HdM$}r|4%p
z;e8VQERLImZOxgjmc*(CKfk7dhiSmGzUrFwdrR~S*MFn)l^&yFtLGM?V+$$h9J=>g
z{oB9~dXXNAjvt{^9F?hNs*=y!s;*7g)gD)+>rHgll#mYj9$zB5m#wFs_+Xm<u>RO}
zq!<k<dZ|Ox>esJdKO(OtP6#{XOZUM(hDp4ES_}q1^#6hX-`;PpN<`|yR@~Ju!Jg(w
zM{Tg#B-CaDihu1Rrw%Na42`xZ*mMQ!>nG2*S_jm%CK<g975OnmLlIXqc<eq0^Ucgu
zrt$GdANFmsHqGc#`R$%N-QA$R!|$z8k~++eoIG_Iz1pQYRbQc_449R<cI~6=HL$I-
zZ5oXNQ4qeS4qE|bdG$cY1^djW2PI!0o>UCj(s0m6J%Ka%U~RQ!2JzSz(*L-Q1cM=L
z0z^^5XIUKaSSjki&M3|apsh&Y^y1q}jpM8L<MQVbce}I7%A_ujPB(+`67KOg_aA<;
zYMijn+1%pzXe%?N@t%$B<NRYLh4&-xWvB(5Sk!<vX8K#j-YX_d$A^zCYt7JTFVL?D
zTU~8-KDln=6F;-QkfYP1pXV$*H&MMI51;Ml9?QI`i#jetM~J^QIii4H5mQzaK^)=e
z1uF@HiC#fH#dtF)In9<iLs14!5JfeDu?tH~SO7$z&Dhb*hf)9@Z&-^ZKwOByBMvE7
zl#K-BAp3%tlQP{u-`#@3O#mGT+rma#ChOX<)ijq`;SWmc-QC^KO?S5eRZmV%e!Gut
z?9%=HTSUKiHB-W@-u*!StOTRJ#X!N=ZBh?bTGqR9T|9R)m`37=;rANuA1r(_D;7Jt
zT#7Gg=i&*v{|248J9{9$D?VrVC#beYAi+|6Dk-VO5E^-1%18<c4h|-sv$!onQd19)
z%)!L21J+3|QJ{0~CMF5QTL?nB&JQa~{BTg!O&S6yS4{HWpwvbb?9?#s>Asz~E_L0e
z7;t@e0i)rwwS?utk&xAl)U!(Nfr+r^U#4pCkm-e)e<Z4^zxO<u<(KEvIQ7KAF2U{S
z+bjFrIg-c5Bp4+doCnlXLF!-fa^F{AvCsYz6JH?Bv)I|Y&C#ttgQo1LDfYxE8fn!W
zD3<Z$1`z+&3@e^|Z=AZFgkL%f9atj-X{apu)7{Y2@5D_>fJ=m;yh#;9$uTIDhGJo#
zXzO(~za?ZGwAhsH)`E@?(bcIx?*37B_Lq-rV?;N#x}1rw>6I7X!SpJU_Xgk^SFY0$
zdCuie-HCn{65)voDSJls53_MR9HC)Ozq5afecYW{nY;JvugHIMe-SPEkG=akO;M{T
zqYz;)={)5nYl%;C<C?$qm)o9|MdS#XHgLUq(S8@b&B|3gZlahVUtnz!$_YLMV6o#E
zdZLkj3EeTL7GHV8nl(~NQUMp5je+5iJS#&(!*l3Xz+*Z__S^M1)Xm|ev!L|lCLj~G
ztm;r!e!#<rp%Rl5IzC_3pWH4NW_^2Y5Qp*4^k&O0AYpn?<_*G`j?~!1Fye{7e=#mt
z$BtVYF-mN49*C3ix#(KfU0G~QJ<UhmGoJI6_qK_~8`&GYQUgadF5kOja)joU>e|kA
zJQuXSAM$Be-Lh7|WQeZm$hAxND6zu7v0zn^WPyCT$QFdSQ5HbM@<^H(`b^-<C1Z0@
z$0MHj4ipDmsks+4aC`e_4ME-e(9@Iq(h5@I`U59k=z&a8f1Ts;MvqHw29$?c7j>OV
zif*m_dtx-R{m^_n4o5PNL${gL<s*swgV(6diQ5qnpyA9eI$K*?N2DPj>m(<kh+&US
zPHRx8i213GF}JsJyvuJC3ndtjI_XaT68*B!G^H|4l_U1y#9G<+;jhMZ&3`DL&5yJ-
zpcj9<8Hx5FbS_BHZWVt_Z1IQ`g`j6>PUs~Vkt;)-!ohAJg5UoB{zb59h;0@Qk_Z$`
z3tX#lwtl}m15M)y7!2PMK@3T8PiDy01xdo79PA&g+tiUY^br*f*_+rRT)P}^*)y~<
zexR@aq*n2Blul(g&4bOnx71(V-t=b2Be#*QgOVvW#=Qn~8H~+x>i^uEXlgJS=9er>
z7N70)&GYWBee<II;pbRWOl#YsHQqMi!4ka_8Lt8W(FX`8w|rC>2nzvJuePIdo`Wtc
zx4HE958{@LmE=6rY%T)q{Ft+|1S&LrDD+4UIWAp7HgRmuLqvFsW7lJn!+~)hW41l4
zMUF0A|6hE)2{@H&`!~E&lA%Hw3MEB_RAd$nNGeJhBS|PEL&i)MQKBSMrUoh`Q-zcz
zL*}8P%=3^rWES7=((`=p|2w|-eH{mT@Alr-TK9cl*L9x1>6FV7<O?3abJYQy@+p#X
zNT`rf06IV)JPm;C0i<KwRYJu^{GccVh4A!>jEjRnQg?DiAJIbh87|Kw&y{BtZu>^Y
z1}n_U(CobR&~!#q#-EO=eT6&-=AL8se7=QjO4>m^u0tW-F$i9WmKB=BWljvewMl1x
z76sl>NRgJKXQV5#(Aj|vRVZh-<#d}9kDtJ&Wvk5B`QtKD#w6m_HGDdE$3VX!X|J8f
z==|Z|qYXTyLVx({*Dv$zANak$P?kX-E6#Dw$>`1y0b7B+erm+{9Hj<4x8S+T57GN!
z&?L?RWfzwZj;%y#m2&>zQ@c=M-9un4ASm-@B|<kq?N9lxo=_}pi$Jgq5VxA7v!O%>
zNi5|vO;AIUE)om07*d?l;FKNeG<;H0VQp<~-?;Ajs`$T*nX<k2<>vY`(W56djf+M`
zeuLr(#R>ft5i0yb1!bm=EEnri?dAmnY_64XvryN0{22YYv+UFETMgXQQ;*+H-e2eN
zHOpq(u70m&DH7exXQyJEHtb~C8FBM}!zLgE;cMgM|Bp`~rs-1GB!J@M=wJwBADLnR
zt0{Q3ad#ypCAQ0AIQfB4o_<wak6q>NHf|E9g3hx(+cDX(6*l!OunCNx2<MUtzbEmc
z`<}@`YyX&3#K1a2gmpEZe&8xHKZXgVv1$2BW2#2E+-36*bt#SwRz4FGew4!OF)<>;
z{&!?0?-L`=4I!3%+(ur*`vOBlkDWX@T7MY;(A%@z_dWhfQpSG_b+xo7CCXh33`!lT
zoybfZD|3tHvd%W3ba4vYvyHx*U=la%Arn0JA*0EbkywFXd?&pW?&==oF_Ia=@Dm>d
zfk5PXz`cPUMUpp+9S7rb(^ZoagTum9pxXr<dI7!!f^1^mcJ|2#5rYrRn>SZMw^~XN
zI;<d)G)HvR7z`SgVSqf=RTx5q5$lAuK`!URh=?+9Q~CR+n)1<jq5&rV5)8;!psK3Z
zH}iFn+4Oc_l{i=s>WEg3ly2U$WP~;ay>l>U)Dm{)G3uPx0sNe{?Ixqh6YM%ILunfA
zS>L~ddWxiFWoJ*U@<~@2efIc(qH%HEvUrP+_QJ<a*In;7V-DP?{G_pTGxc>`qwZhT
z!JeCHtDQR{s5aT{FLzzW;%K!q>Fz8S_Q-q2>&RcI@fbDv9<aSc5DZ9~k~v-}OZJm6
z5)UFjvyE6Tfp`6hhSqT22kZ(!%_h}jOCn!#!(kPMcO(-V#Rd!(NBB~KrATBL6~F)q
zj?_Nq%#ULZq8Jv`GwkLhX$%M9(c{NS%qUQ3+aJ1Sh(A&RM}R*h2seN?>@k{yW2gBv
zY@pTH#bI!b1)K*V3gI}3OaUS`&{voGJVUEuF9t!IA;1FA!Cu$t-w8~ZX{M-H@Y2=Y
z#}T4>&f5pEC&g<fhB#)wev~4$zn)u-#@|(+HpENxY~ssH2`b(NF|<@So!9`Sr1$o1
zmv)ukqdMg4@;jcA6@DNwkyoF&J;?vMXi0JEI+kZPyBEsNBu*b1i`yxcpZBVb$!}~H
z20m+<sJBpXRJ%u1^h7ncU6XM}=qJz!5wLfB3JRMeDwOdQWF>1qEECBtpZkD5i%h11
zS2Zv!tQZTF@!cozCS+BiUo(Y&n$RePlhWsNDWuNL6}xVX4V*&e|KQrZ`Oq);zYt*G
z$Wk&_bF4d>f72qK^N}3mve!}eKXjo;y@ONS1`GUrdOc8*1F6S~3yX?468P<Kcm)B_
zMEcsLnpZ4pFN46J6M64CPR?R12RwkU#-=cb5EZu&kT2rq%-{2Iaa8{OE?Yil2aeBO
z>xQIqT-7e>d=<}8n*WmOMeEeB!+k<0vi=<xUCtbvn82Z_&}i3R^=~D(rY?3k<Uf9N
zty22%JGTN4&5ODMlz*)@1>%UX<C=!HLb9@4h|R+(e7F4KD#r1e`$SIkUlbQ4KM!g@
zG6QXXJ}5%TmJgqcL>QxsVLz&absB+3_CBcK+aEv5ff!NK($Wf)C%YDD;jxS%5&Bcf
z+K22w!ao2DgWpLM#HS#Z<I9JHAjY|RXpWe#v2%ZH1lV)|&tsjX1chvbmWE)XcRxzW
z#BG^@Sy1<#IUC&??%Zx$GQ1N?g91c1Tx!-!7lO=1v8$$M+^Z0mQ7v<q26sgM>3qHx
ztDd@~@E56UXV>b)>dj~Wp8P7q{?zClBC6H?HgWcMD+XOnH`@RCq453)WijJI35pi~
z<}-PRVjp7C1^vtKB|xG3z;dKsA#V}N67o)#sbA=ZjjA2Z@~gB=OlBz|0b&@gm0FYx
z=o2BKpRos>-uBh@I6h0NUJ{{cT4cB>Fjy1x4>}O1&;Zu>oxq?7%>$%O+9(_SLI}{U
z4r?jFp$1Z)ejgDA^^iLx(wgT$uFJRBqipw%lT{YmlQ?^X{g{pA-)>{FdEoF|yY=DY
zHl5XsjyL$9GA->;B>}amo}Ko>0j2jQKd!MptD@H6nrG#*t){1L+uPuybcx%}1b#mS
z-XyEzt`HIIk_8PY6W8xH0j;o0Z}cSjFr@YbAUux3%ntbz>1Z`Y4T(|!`xA+HrV!Q;
z$2*ihK2y^Mj?INgqJxOd2<o1D8^!P900SmhePNCpG!&3k5Qs?y11st1$gnN~96%x7
zdBPIG;)mvz)4VN+tl_rG$SyDO91~bgKCNPbBiU52I$OlgF9SKBIq)Xil{2tr1sG-C
zt(zThJZn@wFsdGMciMkiK3ah%D`h}?#Om~?&Q2!}+kX0N-&OQ&_h#EE^PePx@})I1
z*83Otnd0#x5eU%ek;qYk=mE94+*B82>58tEWa$FTGr{U7QMAaz2+dj~k~Z{ZU*m(!
z;$O=SXWqg;jG}5?9=-hwz#K<pa}gdY3pgtgsDm{<eWx&Gbw00vz{<pl0()633>7V{
zkPLU^P|r<m7ZUOVz8Es&=3BE(T3TB5%aX~hhF9K@wbW9=IHU1XW4E)Os+ysM&&%81
zjc)TR1CELb7qk{)<K)?u8J@=d_zw-Q%v1T-<J&e_X5W3Iuy_@4Nl$X~kpUgcV`eIi
zE}HCV#qq;Bf%=}vI3~sye1E;rs0<%3kSWb+y|`U#;W;QrX4|o$UPU)(E7`BlW5Q}X
zzQOkbq(r96yBdqTHHyU73Ns16NW1`Fu+TzFvK!CMM||DX-dPz8vkcUjkuy5=QjG@~
zjc4PKR_c|VViC<s>u2UKCn<fGtIA>07I;T5KYE8R=gg~sLiOrau?XR(CPJb!%RQ@?
z$1Um%W6K&5R?sRsM9;{=BE6q*E7g<WYZ&->7;UAv2b;4wupn`S8?OHP&kktv+c}RE
z4djmDKgY!06%-Oo0e=5Xf7WfI6oeEctT{FRprU<SbxM%-`J=Bq*R2<1A7u<Y!OOQs
zRO9}S)M7fn;NQPh-mm0&rgm=q>VSeahYx$p`L|nV7acL?Y;(BIaMjOuWT-9`NkbWu
zR!zSQ^i&lE1^D?3=Nk4f0qifStQ1N8RBLVm85R-y)H468BhIV@08YFH=>0bnQ#sg#
zWh8GF#PF^O{fc5Kx9<A=N*P1LofZysv=$ED)6)4;Il_;&ayTq9_+O`~&Q!7+TafZC
zH2D%3a`?cfYSwINt)h<P=I|C7_P{OM&r#1QCTJ1%z3}ZZ84<qiW{nb6gNHI2PXH~%
z9>WCC&NB51*kx#VbcE#>?f(H{rJs8jZ(Rj@i?YZRL<ZshL3fgR4P?hALmvV6@*Zne
zMS1BX7CLpS>3&c!v~lB;qcJr0!tP@N!Zcj9d?RbCEbq)4)Ne-{@kj7v(S?ck*KV8Z
z?qG>Qpdq-9rk_T>k>5a7cDU_FQH!MTvzKC)%BvbzoNL_QF)C<eH#bV(=U`Ul161b2
zE7}3TNz3H(wWfsH-u8{zai-{k^q=vX)K!<5dz!DbMy)pJk4}k*K4Br&e730L2`hVt
zq}mx~Jw?~fx~cB?eX`D2(m87|tqETVo+Uq*k!BN0tS{O7QDot;=*stv6(~-Zr57Db
z-4taMcvTBHo$o8BRad*5KN-J!89?j3j@?;S?AXwYvp4ZiPPp~cdKf}L!9fj;?wkZC
z%cu;xRkfGv4wP+OdIo)4$7inYLW=^s_4N$0{R8<VC6yb;qv=mjHoO+8Vq(lL>Fe}W
zEd8a!<Ja1|KEc>%&1zm*srxBSylEP1nFp@H6MSq?fKSTv{p!3KJ8gl8Gew8y5z)CL
zD=UkFxF#QL7cn*8o7VU&_k8>It?C{1glKuO#ZHIpPbCb$U1OqEfrOEPfip-Ese`fI
z+1a`9y%^IiP-o@=YD<?yFc0h{wt+)bec-dZwr`0`t2bC-ROE8)=#K3AcJlt(b@FKB
z$`0`)8K-9dIH=bnv8|3xv48SnN5p$6Bgy^i%*T60YEzjPkxqH*dtVpYUy8TY!;sL%
zp-BM+nAp_gO)S+kXUpdeL6ZUW1Bmf$u;o)kdZmmXz`xMh>|0-;Tt^6JMf<oHF;0@=
z8~!Ef?&#Tv3C8J-scpQ!FXiPK{a|8@KX|t$HFF(B+kkO!YOp2hk%oERGwpPoXj%gC
z0p8OgMx5vZIZ(Zz*R+=6W^<=}?zVNl>h9z1Z6rG5N_%XlH?Gk|&Xw$b-tdorf>w*?
zn!+ijfMIUe2I~T$v<ii*1fv^<2U3=<QP(zXVm4R>W5Dw6gW)`x@#bamAT}WsGQt!3
zCr0Gmq{qjL#c1wdJ-bini1`EZ^sEZc=AF32!{`_6D`4NYRy}BIypQV83k%nM0?YNS
z)Z4GH7~)pc)#*SRqMi`b)TEDBU2y<jXE6A0?){Es=o1U-e~*MTlIDrV1Xt*{z0?xG
zt8vsdI)!A}A3b)g6Pe^&mk{7$P^#b_YwXnHUKYeg4od4Z75yAYUU%xJ&u8C9K^Xys
zMdzz-G!HzrS=({;UBP56JB8-Es(PMtzmDSXqBl$uLlqs>fv(REX%+#0RC9x8hx7@m
zT1!hb@`9_pp#l<}5PAgB-(iGbS!F~3v`s<dsX@gb35kb*1Qvzd1zaH!yTF-F1T#&4
z2V1EzfKj7RI6&U42)3V$ZC{*gT@(~=`5xXF?HArDCVU}(V0zESK!zP}g=^FSxBlon
zc|d?-FS^wxOFz!xd-~<KQxpAH`hvO0(-L#n&rj$(HR#{<NS}7SUAPyw6dnKa=y&%c
z_FdLU`e~SUksjwYKUB6T_3r_j8wHYX3njwC$B#i~oGz`YLWx4G>ckNTotFtv1kk0V
zsu}MNHMH&Ym(&`SmENB@l$F_hu;t3u+`;@yih@tPWZ3DpruoV+tA&YqHD|y7zC)zl
ztND+mUPOk+SWT)<u<HXOvxER3qLCysH2>_?PjNC%OYik1C-tZfcc<U>IPNuc7*@Uu
zdF2oqkgQ(HCiiJ0OpvHVaa9GymFkIS7fnq?A(o>6nK*)7*-!t7pig^ozQOt1-bNEM
z7q<kC-BI14UzB&5&W;iwV=C2lInC~vZ9Ki76@7v+#y7o;@!90!3!hWSF_A1URFWDm
z156v2MlVM)%!?SEI;pI@5`+UkDo|{O)lfeRW>rELp#lU-+rU0pQg>N&cLI?(5%LDR
zjx$ta>UC9w(L(o428Z6=CX_4Yr%2w|)<!A${5&fSQ5EyBj((j2`<Ggs4Jlv0Z<BrZ
zhd(;+7L8Q8(F*FwpPEz^g@@{I`*kp^XJ-#m0YuW0foQp+&A>Ski5>xBBje*Qo~=#g
zy!{#a($hRfOK-aP=vbNTFI`<-LXCYyi`JqG>h}0=0b$a15nCb|qw)25(NV+Qd-t*s
z`gXmv1jt_sjM;kT3V?_9-ZrvEyPpb6H=ajDD=QH+E~enXb&|TNcQSz!uiMm`Zgzj_
zU4`jZNy&_+pRWQ3v$oOIJd3VK&uXt8`BRb9Vp5={jOdfp<U$Y4LNimVYMz0S&CAcX
zrmZ+~T()20GLutI@~*i^liBFujlD;8DD!Wf*B);8we!32pHEt1eRhe?f5K~zOGH%s
z-14X%#kHzjNL19&-$hp&Kru^9xis!hAixV`8|qNq_Y(*k_la;J-VKpZsp)(CogmjM
z_+bihev!%LJ8Urm+XZ4?=f+3d6cl2hf+8CXsiq-m*SqALXsqsuCHh7`wQva{hST?`
zs;Z#&qIj^_ZmuJ3qx?_TY*I4=P%MA%RR{9jdj^<eBLxS<7~f?{&HWlUJU~5fqGiz}
zB6(%kyHyT4mmliJC^2%}u<39Y_F>9BUDW;EgnBsP?gRECtrp@z@)?hh#OPMowB;@{
z^f_rt*l_z*{}$|Od^#e2PI3S1LWpWC5G9092gWy((;p2b(1loyH{pTp&Z5$Me9!7S
z(VVtO@E=uIFY3ESbS)&<hm5*_C@lrT2SiR0l!%BQNXEsJCr{Q*^2eoTj@wwzk9>`L
z+^DgfC-uh`N#48X=e9h%KYy#;!L#I$`>TW2D_2MzU(v-?x4e1#;LFRqBv)EBaaxuL
z^JioEXe>Vww&(NDElWF~iumtruR_Q?k3*wJ9(*+?V=9&|Zr_WITV+#?(|1CbLolz?
zFOH9Hf{JD%gqx-qrAbmDp}I>e|NG*_i+|+8FU$<5KxF&`3PCpCoSvD>L*|jRcdaDv
zSt#DOTRFGq*;q+g*|_|T22k|;spg&uv*k2nbf3Sdr)G|Aa53f4U!84R@HXfp+x2C?
zzNc~h&<c#39A9|zZaz!aZ@=_PgE^*?Jbusr=hODGtX%(}3S;TnLZG8`Z{+Fz-5-z(
z5-j2Wx32u|L(@~(ao~&5d?8Ok=c3y+4JQ==PpA-^WU;b?J{PoW#P}f`>}5?kFKn}$
zb($n1X-#!>4x0~OU(3LdkeV9vMsPyR;>TtQcZLIP(eJ81?j9BhZ1M88;f-kvh%-!7
zAJ<uEilWUOxo*qZ@@9I2@k=qc<l5u2P3D{2OvR6!ztJsDI(J3I`5UeLM3aGvrp7_m
zad_LleQ!11IKOr%#IuQR>ey3b)Xn^|vW>ESPqzV-AkqB5b1>Hq?>yD*<%v^+f*0*F
zSMi}A+`zu<hRb7p^H<a90o0ZcoU<)AvfO<gwZFZf_FZ%6qwT&fkyH^;_HY^5z1xTS
zwOwA}SzYKLyVGge#9A^F9>3cJN1{&Btin>s;;S&8?WKgid>Sc3C^vM33w=VPqAHL*
zRJp+{^3=|sIQkSw+ymsq9cg7ELf0%IBW;n0gS4KRn2bqsF}57<03^P#c*3r&dS~WZ
z&k3DO3+E}?U-Sp#<DW$w8tSpO78;!15Wvm*#9`l&<5^xGZtfkjdlVn>X7p4TlXaGn
zrmYJb9YTLP$mnUB+&yydBASNtCZZQUweDde1q60(+-<vr-6xkGft?(u`%WbM#Lb15
zVlDQ2r#n}Ot3y;&G!qb~VE1DZT1mEKZ1<LRDW9_ywr;(JbV%03+EQquKFv)H*5_jl
z-WA?rpTAm?^1F3$Ar$5C^{J8O>`>5r8-hv-lsF8|?A#kuY3Z>2;1{Z?&WgUv((zB3
zmN!I>I1f2|evu4~^59wprUO^5ueeM%8Paef=?SGl{EzVRcg}|Fbm><#*;29esw%*X
zoVCiLMHhq4h6s_Jzy}jaVHjr7;+f1Fa<IeBD2BWdqR4>{j&PS)fn)a5|27;NP{icS
zAWulqrt9~}hys+wG%4UYh=|H0)Zh!5?t+|M$%EEum;ni^MiC$-EI+WoG9<|iMFP>+
zk;03y;vSi{1!wGPghKA9QAcr4c(ZAoi<eq+_7mC^@)RD}FV4e;PqrokN@`q?k8(EE
zsoTr&BW2Y$l(U}$_=PD83#^p0gQMG(9Ou*Hj*~K?an5Bzq9To%CGfO1;8}v)LUbV@
zEgeq$L*UW<v0(;-L%D&o%NF>d7@8T8kG~I*<V8|NfW{*VFIS$NrLF5xE=XCBp{`(}
zAqf8sej8EeQcU@6*&{iGcqY3PA^Sj|rhPNlp<vF+0|0R(B}#r_+L+|IodQdWW-6c5
zO-)t6eyYIS#3SqrPh1C1ULuzyhI%MclD~EAk0RJ^Ns;yD7)_S-u^rJGx5R%jwXfcv
z9JFrB?ptljfi3wy883t5Bcdw;whIGbdtE@ms-G_dfk(X5P#?)HTeeIofNsT#-zd#a
zA)yqf7(*_JuRxP91KU=j?7t0d=T>T>(K72V8_a&={)j@zl{3@Bg_0DNBO#TblqL5N
z0x8vzSCOQ`0-Ju;JR5tj^UsQ1m5?nU9^pbat$=qI+8^WR2GIu>zPhEd*t=~EDn2Ux
zUbv=TGS|e%gZ&g$_qtA6tDVzT_nkaW*RHU7*I#VAmIYlWZdC(zB*-69GPIOznDU<>
zWDt5m&fnYi0z@hTYnUK({NLi+PKY*e5H?sjXByJfZTrEki3{JO5f^?f_+gj0K}2A*
z7j15<VfFMgMwPu9^tN=Y_L-LS4SENcMb_`R35IyQD#voo#YSKH?^96sM!G;=jIrk@
z<A*Rc_c-7rM_EC^ey^izmR@jl7xgTwYV1CV?0=Av@@tm!lSYbs!B1?|SKS%?*fP7E
zU0eRTg|k&bLBlgC*Gx+>0T&7X$((b~W!NDVxQn?a8_>=YHEe+d^a4iUP{`Dz?5n`@
z2{Th*x3pmwWX#JLr6Om9P{~$V-R$I>{5=?x?tzqoqA_l@o5e+Lmbbm@bN37!m5y&e
zZhFb>P4Bz?bPw5sxH|uAYMHE3FzJ7BzI`b8s2;m28j%yIL)johC+cf39}j|pI`@a5
zG6EZh5qZo|`L@LA4LQhC|4wqDp;U;sfGT5-)JG&Q5oZ-szErzyDij+;uRvz9;LkAk
zDhr4qdM1(gpUS#B5c?B{-5t|a)^Tx_0ks77FCU+|bPk!*Q1w~OA<Q7Ah<T_aDCm_b
zBY%bv@beq_97Nz5Q@A6?I6d1}bgX0#?YfQ?KJ~h@NBP7LMg;yIKyVk8x-F&sl9bEU
zj+3S5ew}mSXzqCaug!8M3mXCHg#W@D3LxJg?U?d;ckNpJdwvbE4?s1|l#A8|EX!8-
zsS1x8%wh7=MKlD+6h4WC0T<D^3ysJtucmr<0Ba)x0Zv&5VR$uqVO2ARyOCH<Q57BP
zB^Ty+jC>RTTHAr7jI`@hRy~zbWzUrSbO5BIjFgI>Ui#Sc;m}AC9v;rNi%3y`C`lAk
z%7_?%d?Wr*2}C8lU1rEUfQ({VMt^i!M7|R9OxMQGl#5w@9x^9lza0HVccVS}X9V@R
z`=P@lPgmCOHR<OQu0E7~n}uRoKN3&66x#$CCzj?9L%4_i3Gz{Nw#E>~<3bZ@JBY1Z
z?0h%s2X$rMqNO9;6I=<=HSaL0K@F`a5ahTYjn{j^&4`#4u86h78A!A@<gdh9gQoK%
zY*5|}L@NksEs;KwVIl;KBiS`jw}^fF{ynQZ<gA*Y!_u<x=yjy`!-f)#4wu{pl9h?}
z!U<3S`6h$&AT=Q(J}68{it^mQD{z!|M#n&lGInCk<|ErQjtXmCk}e-_2svnXY@?2x
zSQ+11+R&_sn`MWR)U<dAswuwV_Gd(9l%mNyitKBMjfidlJRmXdAQpOWxZvW?D4b3a
zXwe=uR1P_aA;$tS8BV{R`Y`ZZ$4^X^GzMbsJ&8roNFfn1aDa>~5U&+zEA%-9Xx0SV
z4VF%W>FwAK%%NKV1xPFr*cb0|CqtG@x+7?}$S#hfe}-3eG)^wt?6!B=&<ua&8~&$V
zXKcTyOdE?(zVz&-e<jH>S82&jXKPc>9Y%9(F||4U^1iFWCuq)VjvcJLVn|gzjLD0m
z@6cg?10(Q_OY8Zrv+q;zxWVRwIfj>>8lz$(t}>9AXvkH;?NhMHv=}dvh7Ft=30Q#)
zNyv^HwVz!3C`7$ZhP^#K;B?RS<S50Oex1r#A3MrhbV*p{VE2Z#n&J*<D=^<jq7qcg
zg&?*fm=wv1$N|-2e((6aHy~dM9f&chU8*|8J7eq5r>wZOl|#bK|6P4Woulb3uEFg4
z%wf!@%sC7g(Z<J<-H%T`6{+-|tQKkrm%NGhik+Mti2+h@R}upZViNy|7*C8$($4Kl
zG%k6NMi}Y6dri*X)`;Cf&Hlu@m<Dl@`G<#J4xM;{H+!a4hvHASs2x2D!{rUZJD*3C
zG2P*dRYqt-WxMs6lJ!?dJtVRj?{zk+rI$H=_B|tEvFfc97m9>{SQh5Dt=D(#H`zT=
z_8>({tLVbvexvupRRX)plr58T6YlAO22%Zm6PQB0i8TqDWl+a=7Tr(2o1*qh=hG)&
z-;Tv0WSZ@+dGm2-X_2cbL1ae6Q@HYEqEc~j@rB0NmoL-dL4yWf_tWP)hQ)SLpQRRR
z!oLqrLaU|uq(VhKk47qTbicI(g=<ky{qK#W(i){?(|7d`TsS>z8`s#Ln_H>L5)Vl4
zT^M4AZW~pD)Pel1yIDlYaGUVF5;VN@_eTI>4mW2nuf|G57{?hNqmuYb-S=|>4yYo`
z_CbHvgD;2tm#$bNu9(lpCvu%n-^LvgA_6mP273u;2L-#x)lU=bSfRVF&7+QOgMxCq
zm{<_<JZp}ey1To6Eb2UTX4bURdpH9VsxPbxqscYd?l5IGXvE82UL&J3smn^}5sy33
zGVFefEy+a2R&xp0tY{C@$lxvG#)Uzh*ZdW}#pUI~<f@e=$kF>kWk?#JS}L?zvkM_N
z_igIp^rzkV3hyxCO8}Y{C><q8;Y2b^Q8xa9eE<uK%$!UIIi@edfz{oGyow2%w;haX
z*EdPrly(^SG35AMr)wMSkwf1XQYPqV(lzQhTs?1R*~dq4olsMg*s{ea&f)8R`NzI(
z6j9qD*NHi+VV;)9AKDLUZqCNVW(z~A2YtrhQ<ufJFBo+4Av_P%d^*-cq?%cv40~K{
z!4kG0%{FboLOuhj7DckUSP8sT1UxfL^6DlcBBBsEI&rfcJosV8LB_VH_u<v`(}T<B
z=lWy<87_-`n-i72xS3*l+_G_2JzQ<=`^Q<&ju=x0)g;s1)#Cp!<H?G>h?9gwiW4gW
z4yN@oWP&M)JHu}C^jRIS>#0q18CXs<(Iyc~#e<qA9z_a~d_XTklA8hV++RfLNs?E)
zp&K>^5lOP^;i;IDIX=n~x}U?ZvA=muO^vuT+q;d+ZucH}TmPv(d+xy48&Su-PaWl!
znW`Texuw}y@?Kg{QW=}NLSRe`N|x&?>grSWJI>uULL&b*V$Q(8Anc_0iHe{HR?S^+
z7a;&$-iC}#hz44-7lB{$<Cq4ZRE_C&32V=h_grvf-eqr8W~S7e%nk<Vj2FH{AKsen
zed~y%Y|Tj9cWcE2MKB-3s~bbt8K0%oXYzEL3S1YXeW3X_ud=;m@ke{vl5)E}j#mV=
zV}egA5v|`DDjw??$TYl>lhA3K6^7|H7|}pEkL}tOjR&zqweXt?<zwR{KBu<$WJgOw
z_y#FvQTFU$glXC!7U@BG-V3bL6ovA&;ihmRD1c6%2%At#=)W2P#YhsB0h*~nJSL3;
zlk|aP|3~;QaghX1{tL^P4>T-KfhTLLnAp0A3N7=q_|fy;_HJ5ldymtoQNFqSLF2%U
zuPbIK+oUo&3TO}f`aGr?PJMs%^vJ*lq4(|99|U)kAdt;C##w>XwV^fKg0XxVjRwD*
zz>5NsT!ZxT%W>x%K_ikOVR$3gLth)DUhsBoO})6%sb2%~Qj!9>gv#QSO^2Hf?N}bh
z(fI8;GYvZ!i56c@rlX<<Y{kaMk%ECwWcP|6S=!_ZTBqfVj4~Q=sI7+ByBocQ@Vmdb
zC`usT$vjxKm+2e%)_Zim?`2ohSuyR(>37CoqIVgy>ZZ9Q><bgN&r<8hN}H4tUEclr
zDa!5{<zqWDoct+x^Ghr{@i|D}0oSf127iL3Zr%D^B?9Huw^ygO=HNV5{WJ-T2nI8L
z_rKY^PKf0pQ#jx}<poHGiglc{Hwdu0Femv>FG|dma0(LO3?0{D!uwCS{X4q1#<ceR
zg+8BT9s_223V(9k`w<Y+#JCD61<r0N`6$LxW7gT?`G?e&v-m$bXhsp;RYF;jxy$mH
z;Mw*e<2OQk$~uNjN|d4xAfzDvatpHV$!Jkv9fYJtnm{9pdIv1Rq{q*f^kRW`$3Uy%
zA%sfY3Ppx!j9n3r<9X3=>>20SpqDST?ivl9m|k~zXO^rhr@smtVxlMlryn~0Y=7j|
z-TzE|9GM84*W_N671N2ZeKppBUpsmOdLk0g&dkB#nCE~;Z?I82$3ybpO>+dvF%4#y
z(C$DjMaHF}IwB=KZlR{p#g1gABO>)LItTvtJQx5fpP*x*&g1tZ;6#f-(pZ_cRLvfy
zH$&IwBQrcy-$d47vAPzRrsGLGWu6VicDZTAm!*7$_?>te!oWi9)h(Y4ktLv#mt)IW
zsb;nf47=z}R==GED<R1Kox4Bspuv>Zh{)WVL0d;VoN+abYiZhis8fNDv=+#6nOB0X
zX$JXw>UCd+97xD6D{E=!FOH>ZvK10C;1pQXrEbw>-QQ#eU+zp7Tf1t^if+ZqkS3k3
zGu1t=$CcNx8%t7Vt_QR^gpBmY)PkUjaiTO?Ihkes7-we*d~AVYn;@KchCdca5C{py
zQCFm0W&D?7vLz{YUBtuA!o_tA_QSr_i~Il$!otD?eO2b8>Mt*!8r5a{!OJh)wf^Uq
zbm23eHrGPD^S!t3dfC)`Z>S}#`ngiSf<Z>mt@`(>jHj@T%QQRpMxpYzg&2SQ+p*oL
zsNY6X|NObu;?%j?>O-FZOsrYZ@w##1xX0HcpQ?52WOyn%Y-Eq6aj2<5^zm;S%3|2M
z&cno^evediET);uAG8QOeV|!vi(s_e_^2)mb#e4qR`#7$YueI={g<Uk>wnBJzaHle
z;gd!bnLmR2f_|Q)!(+o`%0CaC846fitocrBDI9(5ko!&AXa2)`l!;Jkqc}rondY1A
zG2}QN$+C5^$!c1WX~{`zuCrpLkkOWxQu&?|TkFkEj1H@+ztLG8lQ>&oEU|&|F~e5Y
z*}=?2k-YYhNY3;HLe&E_IS#Wl)-k#g`17SOya!V$`JsmkOwM0VZgQY45g)*?2;!Fz
zNTP@#!dP0v3ypZ>2oZ$c4^P+$PGnPwD+@00w)XMC5>0%I+}s`czKRJ)BLer?{q=87
zSzdkV$hNGkZbSBjQ)gCfZK$PdYYTMkS^SWwL0&6fjqEm1%eI4XCHxxlXCFd%PLlYM
z66wkl{qJ@J74|OE5hegM43w$JH$W|HK?-nqK3^fcfC9C@8G0iUa5z8jijOso-6ciG
zbyLonbU8?A#`bc&f?@mB26o$xm+HKIQ}pI9ynd>ww%J_z@Qg``#%uuRx#2f&h9Yu9
zsm?!UqjTiK%RUqu$;b?VM2r;>WjZ`DwDer6EpxXiq5|tAohXth!cemT#WVbk>%?vj
z)_NJHahL&zBICR`p5DD*&n*J1!1mg0?`CUeX6CleSBeQYN>(IQJx5?G#f_3O|M-?g
z7%UF1LER0KcVmwn+LxFS7ZmB>wOMkgcTlWf>tHn=23tWt>Xe0{53k9Cu~s|CQ*dEa
z!e^AgY9IB3k&3{8W7u%VVcvTX60-7ur6mrWYepD!Li+v3x;7ir0SaxLsc~@m;@Q|S
zX`{$j`>JB*t?sx)V$#ln?xJ;}20qlqrUQ+WQDx1w_J1Fz!J<UD`uEXmQcO<2!?6=p
zGeffG_?4EPPCm_&<l*_V!t5C9Sp_uJjpy!kyqr(a`7wGsJsX<O2M^|~IT|~=ukRK-
zQAL4Qw=61CCPn_fgfjX@Qh)V6iAP;;x4y0qsk|ER)5pxATe4I+1Yo|*iu_m8W8P4e
zlCK&jcK}m6{VRrbSxddmj_v?`2}VC5u%2eW)sul|mt(`eoGN2e{@!el6q(I?_jX5Y
zF%sRN-<Yv;s$y}uCw9)BMUmYe9dMw<%D}gnT;Np*jEjJNz#ZT8yjr@kv1vPvwus-Y
zXy5r^NIoPbMGy-syt0%2-0Z&W@;h(kZ8t5mVx+oJBR?DO7If6+xMp5#$0%v{TSdNg
zAuF`z4|m72!-5K?SUo|H!oqYq_5wME`x2n1@&xUYH<3^CnQO3~k}I6ld=Ff6`|FJ~
zD^IA29c-^Qp-F0v>CB@&knfRaBU@%z#lIuBeEQrdMasa+^o>e<!GWc-guKtvBlL{%
zr!3c)J?*AQm|P*PjQqFGl^X+<O><o+dA7HT8?U7tGVmX$^*VsA|0cpCc(?vMcljUj
zNUrB2A69ma=Wq)#eINDmF4I_eS*m3I(O0>8lIHPvmZSD$>3+6;L7AG;FcE)>)Weak
z{90K-e#NETpKK0e8jzN(kI1M0GHR6Q<sJFnrTNg4%lpZO|31klb)+i(r1sCq;M~+Z
z$I{(flymYmbx$p^o=YztPF@`FWbWvp#$n3yt}lEq(^m5AWv%3^nGbf<?te%XtkL{l
zx2MwTG>4~KxJ1sZn`4|8cCde68k<mE1J|O1t0L|_oD$5k4ww2Ke#g_X0w0H#9cRM6
zA9D&`k2yNGt)&!Q^?`=zHQvyKMZeqMA88kxtSZj2{^zp<_M42_Qx-!WJjexhiW9<7
zt!@}~ClSy|aR->+JwAT}zn3OpWYzEN$Ox5*%kFDl)ZMl`YIt-Y@`hLD&FOBRI3`Xv
z_pI#xhHZBPYyvG+_Lsl-r2D$g<w3e$!I`C%+dYL}3Azm3iF%zWTsFZx56PwQJ+lmG
zerEHqs6u_>c29K$K!8&B4vf4v(nQ*avB0`NAG`%xKQb__;Qb>>_a;!}_=_>Ot00o!
zxkcEH`%r0q|4=VkS|hDX?dhrca=rXLu)Nd4C%0oXla+M+e0<`!(8!ev3JEbL*7gtV
ziG3_RZf9+cLNe{KdbM8HzUl=Hz4>X*GM+`|s}@Hg9CcqbS<RC@CG4nuxbX+Sh)h_`
zAN`QOL0@`4>Ap?SPGq<VJY;7KaJ<m4e<W|<=_CI5Ao?P}Cw7x&Y@?*r;DB}P<E+6f
zDHH|~G>=jqeAhp~d@Y;(`&jblAFQ5#*mj=0;pJUu+0idgFE`t*Oleuz8Qv>0d@}qi
zo|Q8ys;YOB4==TOf#z)-1ASo?rXw7=I6E1Kgr?b;nGXQRly>^f3-aLU{jH(>J!#!-
z!eJ?^UfW1Z2A2LD+W6svwq0H1vIFUE6Lsm^-yJeA_$D6ko40DJwwKExb+=gZx4fmZ
zjywv|EL0U8?!>e04%vH|o>xy&sUS{JNRdMtF;g`^pB@vpYaEx#cW{;VWKZ4Y#_8`H
zv&#Q-!{~)c+P@Uf4PqW{)PxHLw0fD(%+@V6kREFBuXp^vi&m|8H!HhHXxUsh9OZ!M
zpSsafEhV^6=#sFS1S6Y`wz9UXY&S19ZOwazveS2SpS_sbhn&0{>pW){y^PW|EgcF9
zT1Hod?Z5MRO8ZK$Z^fzqxuOg3>uJe|8Sp_cC5>v&K<H8AXT`P5UD8X*b?XaS`?C&P
zcTRIqV2GGcyLQ?8Lju>Pf>!~nmlc=W{Vv(fcJ>@F>VIFca`VGhBgB9NpG9&$vqyJv
zzGlj8Z%w5PrH@$a_hy7fOoKcG<(FU9Xk9Tf;HYJp-+nFX%%y)T6hGrev%S2(_iaP7
z<@5YEE6)EcGXIW%IfT4|Y^w1H%iY}@0_4_&9s1bltems<Im@Wn37798Km6-eMlDC)
z22zEx4;j3B!=XkENu|WT=uP{b>=wK}c4^_@hsr20vb`Y6o;`bpVc&6%F^xl}P_&W+
zAJmkQr1gY~zy_lgH!BO~oR=D_V`1)ZuDoW3GMGidm@{m)Ni~TkT{ul!OD^mBl^eS3
zIO&k(B_IF$zZXJLtpFGeaxuvioj*g3KeI=0xL!n=K_E1M3wO{)r@*7$g6PNpyviQ7
z9UpksueZJVgYV^2iRY{CsOGh;qDT)+wU?%9ze-GhTvYwx+%AgyvHj({8-urzrF0+s
zjS=S;dMYAY2Cpn4{3<f#3ZDOwmV4yWs)(md%XoSKG~mK%CGvIzO))?n60(UY5qU^N
zQiQviU>>kkXWZvwGu)Fswub|6gBu68$`(_`7cJT>v$bn4${x9~PRnh4`KKbL-HzJO
zk6dYeaeSsrlG1W6<aoyPuhIY=)ZLG2q2VDyi$Q2hdPZUHB{`RTMTh`9;Ogoc_!k6R
zF!$4?8{vT)T}TAt2snG{hHd8wf`(A|&{8lz0ssXx?ZLYbt=}vvdj)2v8wWqj-%~D7
zx8LYvTvDGYT2<tA=huY5ni#hS#l;QX!~OGXRy&!t3rw0cOfQVMS;|^_d4*MfQzvzz
z02)g^02eTZbvR^ShQR>(@h5oMoHhQygueks=bIZJAD^Kv&M9E^qDS9h>k6|56X%{M
z{mYk@`luMr4$SF*f2bha4Nt~<%lbV2P<@S81}KOD8NM3+T~JhBDJOg+)T>l-P)B%a
z_3Yje8TRI|?#F&Jz3xaQD5VVL4a)0(>TAqqEnavR7FH*F<0ZAxt8w*+uzJtv*P#U7
zOXQS<B;^7&`xc+DfLc9KrsbYwf)`GLZy%lQVhVL0Lcw|u?6fEXgTZVM3|KEccJsGe
zn}?td-ignf*KKPg8cw=d6zh?2UwAhRp+v5$t3xXeGA<kg%*lWghwLciMSv7?Tz@p=
zQSH;iK2q3K>Je-Kj-eaWXkv|%`Vscf)n#8duuGiIxsSzWyx*$rp7`P7y&u;7djHMR
zLRj{6#@8JpPyg60c8_iHpP_Efu-?{MvYk5EHJN@^LsmHD&pK>p3B`aq`!Fkr2o|<&
z^TO>8e9$%{DZ<b14I()J;Y);SMxSvEJ)|4AjS;w4y7Q3t7j7~HpiJiIT@-~fhmk~o
zpjZFjI8`f>s_hFr`ow~b_p!(F`qN1(8y{p4Bryi5onSJch+GOmf}V{04nllDTLFF}
zC&M3m0D3f}NWb{@CL7Q%=@1aX7i!?J0e15a;^Rg0$B*~{XyYGcSAmUJN<SbNUTBiv
zFC&wmcP8~v9^XrE-`h1Kj%*6Te?xv8QD$j-pEC1ZbKhhA1urE<Yf7ktMfp9pM$*_(
z&FM0tnxFkU5hF0OCJgP1EmT=#f)|JLgFcx4i1nNFEeM8jS+`>0JlHPKsbQd<_Ck<w
zp>aNYSP9-<V)zAGyL)N^n0#rI140WxiamPnNS(9SxSRSP==~P;JFL5aX~X)t7@v%`
zEyBf%6z-G!d&3f9e+F5D7ypj*dD0vK-Ecq<bs0Ph$S(8$bR}fBVI}agyX7BV?eNL}
zj5I~Rl8YDcI>f&!hbC|y69d8SKSbkC;GEFJDl%~l_5K6+)IMljSa1EINvBzYCP0L~
zdyljmcc5>~fF0NVXCD0dk@N==Kl#^9&&@K}+iS)+9gk*{aB?(ZaCUH8gp_!M*kg%x
zj*P>u)BOqgEU|!+KY?}T3mr>{B`Piy5D@42)?12PdyNN|WRD>T0}_CGY<*B43j*eZ
zJvC>#gK@Lc(qt%&{qrJ8Y@0S!B8`V^fVj5LL07}lL_HaSwPo9QCBp{t3awIc50oXu
zP}ZN2$iP+zgt85cry2GKg4N;9Wgh<<7Z+y(rKBhn1t4DZ!TE-$-Wk7UW+z22I=Euf
z37xu%H6wc+-Q|50{;uE3>zT4_dCH@Kl0AW^A4z-aaeO?`a8KK}IETUWmf@8z_NH_w
z*SZrspB?7>`bOUHZ;sEcBV)QL?i|M1k|KXmO$Q1-h>os=?IuMpiT^#EG-QRlLQr4J
zS$`)>Uj*UrcZ@jok;0}FV2G2``+X<KUhsNEtpN?p8eB|XK+?iL|Cdh|9%CL)bjV-v
zYttNa#)@nU`EvftLfmTo@55tG9-foSADPKLdjIE=(u_eK4KFOE@GS;AxkBoHZ`1w{
z-`<3Vg{@k@c!P;YX1yl{X@z7_xvVmmL6eL_(DmD~L&0Vhx)Bu)s>!mBQbhr^QR<$u
z6pBxMpBpuNv%AV{dX@9WjVo{P$g+w$F+W{Scj0n%uJ)GD9hkaV_p^g)K4`{Xd)JC*
zAocRZx&DTMzz6jYf)y4H^vb)T`<xzLJ=5=4RTY^L%D;E4ob&h*#)#R(jdNL1J%6%l
z<z~yx1>lPtU>1ChL1DxXTH^qhiMuAX1NZVgYD0|Et2=A=To`BSaUyJjqYl)^HaWSE
z<-H->mjS0Zj&%O;#$y#vs?IDK;{U(ohoOLQLL=l^6s){oj|U;=+bS$v-uPl4G*R+!
z6ZI0kGPDV?>)5+>?Hus$k%JmlGcjLp#I>(uy5eht@*_tB@$_2NHu0Y)%|6q-?(3`j
zkzDlNeZNoi_2`ecSC`1A@2bC2wT)`UW9V)846>6M1h~9>JQ*IYALYw5vtHC{C9kzE
zd#j1NU!P&w$wx}*dZrK4m>#a}`aK`H`Pa!tgZg%@@W+!`cYOXMQ9Pw-QK{uaKnZx0
zgMoYohdm&Qc_=8K8&)`oB-Kq~yiq|4vclnmhnM)DM)N32sZ%Y6wsR8$j^BPFRRCxE
zj!7qcg|n`Ol(q*9j|qI00HXS1J0Io^imdwF-R!`o^YzPyO##hT+Y=Ad<t@wy<sv~M
z^@&0DD&(AndHWUL_wQ~4rEcG^;~%)(N^-p`YjfW=r#T0v?B)4JMb=V#q`9N7%%xtb
zirLVdZJcb-cs;>><Q$*&{JnO0hv#($zt&PR>hCpL3JiU;dzyQq@5z;&D~9Taq^(lh
zB+gpX(snR0<gu;4CnUAX%zDqTr)S=%s(+8D?$c98G{zRTwETGJGGlK&+>+mtIksJR
zrMPwA+j_f}k5>d9-<FMMJ6X?yT_Ca!Mtw!_4iIE@06ppbI9@4qZ65L`GUg73${dwt
z7KWtJfGJKI$gWa|yI=*5Afk{${KYP_Q<kKI2z*?KQju8Nc69n{<nMuqE>7~b05CE>
zUS3ZWqjBG6g{vN?|3@kr>~O_nylTNx-{aG8bHJ4v&liUmCfthxXn7T+!z1~R73<D#
zo$**4+HZN{*mHwyF?yktdF|oSVD5!ht}p~5DtQ?*+|PCWqkdXZ>V;l=n*&t8E2ai@
zf7ym3w3TYYINT(sFD;#EXJ^yf(@|Pc7!}mn%;8?xt@yWBp(r^#yd-CC^N#OxR(5?R
z`2X6QD|J(E{@tB(=7pVX&MbrS4L#bvD(Zor-Z%~mropE0*^%SB-;PuZC3looe&Jr%
zIdj+lvwpTjPnb^m*HfJA)HxfC__49EkMy<Jd|1}6@9Oj|wOBPLAHI_7EDdwU_DHeh
zU$=I?a*b(}wvzPl_{~)o^sVGAm$00^kEF;*TgI`&wewX&e`2eWdcK-ziPgr2XW@nj
zrd3@OC9E~kXyA-QM@E6^!+QF+5rxFGpkXfpdy=@fp#!wq^{(DtJ4ETTa&qc)IcaIJ
zgVlbDRpmViuH6=sUJ0(Kscqohy?#+4l$5WLE%U=3*(ex<B#hc^v%p1UPpx!^e|6QW
zSCK_7_bXoSxXez{n*i8vA2bF~OU^MuUj@(BoOb>ZxtfVdF79WPSh)mEbJ5itx)q`G
z?zbA>^FO<CHnW?3Fxw$;B7f~g_r?9r9`i^4NcWx>u|9XMVVR}J{Hgv4s5Dvr)@plC
z#wAUMZ!HTAb$PS1_1q4vj7I;)i+R>rYStk~D8q+(W&CDnGj!M)w>*97?GWB<ayDl>
zuiVGt)}i47#j%VlLJKSMb8#<1!Z^(h?N+n&ZuThsnsZ%}4veFyK?Y8;^J^H#t;}|x
zRsJ#68tM`qcW(cMt2tTKIk!g2c@^TkoETT_Pu$&p`2O~krZsfeH@m%6k@d+x+8iZo
z!?jYHOS0qMT>;m+ldq3l4WML>jai#sys#$On`Ql(o-PafJJc@uHS*$7`e!BeD^GG8
z3iDscbB>Fd#<a{I;qAK@3vO6)DO@?xn{PO2dxiQ!li8-5fq_9L&O<pm;XfOBK!?@i
zxkO{}-n#%#A^u_p(JW{?h=Oi1!sC9cb1%=6uI?vmHp!`Ac1YikBrcM5gobReG2{Mb
z_vstx2)<z;a5R!*`~MlWV;gXybtqErQRZ>TACHtGg99O@i%`w#No^oOF@$gO4j6*O
zb8ygdMELeY1g&iP{rcrulJkqmBBFOh{knbgpUXR{hVxAJu2PVR7eKD>DJS{td+5K;
zB(jHmu&1{|K(zBRq$=+>qWQW`psl<#Pd`!XY3G~BNKpf7ro#(Xt76VATf%PM+UxCg
zo`L=|>*?&@Hu=16ZInGskKak(%1t?W56UhJUgaljr_Voelua>dZxH+(B@^^}rk7Sm
zwq?7M`{km(0)z6w=e}Q`(+^i~%4i;*NvpRuHR~)b&kK+0o)HuB%aus-iySB~6`a{!
zH1x%}jZ(Rs&bpgTWPZ53xb64$aaH*Y&$>pdTQu~3A0ZCDW`#K{O04YlWg&s-F81-g
zkGJwM@C#dKAN$yos?;g^^Yt>`S3?`nvPlp82z2r974TwV_KdSK=syvqs?(aT>i=AC
zh4;F>W5;b3QkO5g_?PE+apf7BjlrL^)*P@*I&dyCc6q0n)54}`-OM|iPCUQdx+87O
z7`^T?ggA5zFsqfKV4FrCix?JJw9`WGPh7jU4|zQ6EPlLhM+^pG1E67p*N=;2GZFb6
z|8jz+bUh+srf<aQj%nbe*2R6-9metx8cz3ET#%cnIW4UBmKbGTSEu4;x->?rU_}#w
zT$%!Wz0g)H)!vZi0Ht#MHX8lLa?SQinhDOy#{Kq!O={b-M?S4>vbx!jvE696h<|c)
z<Ra~Xp+o`J{llt}y1JR7qSoy5GJ`Ygf^P83d??PcAC5d!zDx4@!*!oObAH|ucIYPK
zuKY6(ZygDZ>leMKlI1?L&&T_MRc+dz+l8yF90fiPRlcsyqL0Dc&XC)kxy!iczRM-w
zzrx{k<&J;S$wl$N8AICL2DA@ltg?CLDx(H-M&uv6&7DX!uHq0jxXt{2aCO?$JKERt
ze=xMH`TE(cxxSyGAp>)g-4$^qbx~Fe<6m8JW~+2-7&Hz-lojt9_t&tg)qbR<dHiGv
zJ;{IeSe){xT_5<be^0QXXM|ka2`2e3XcW)xr1wKR{~f8O^7FqBlWUJW_f<|IzAo7H
zP@}?D+|uZd&Yt8AL9sVtt3gB-_`V#NgF)`oD6}p^#DcDGx2=9@rKzLQ&OI0XDe7Z+
zFhT4zUmf<GPpBrtDE0iEyEipL7G@<af&|z;oIA1pBvpRd#6V1ne`EKUJA0ANI#!kG
zj&at?9p&5`bT7${J@Z>7l)swc^xk87H69(Kq7~7p^K)VuI(Pklnx;F41Y2kQvN4qv
zo{@M>Pw(A%KR{q`@N=eUdU0#&@}ibcQfs++hibLs9T)$`ebF#D^oFw}C)9m=4V&tC
zKF>_AkM3K!>ld=-vg}lZwD@0+Bb({{=JNKZRSR8($7E+KzH$8*+tNs{DfXfz<cdXr
zNSW<_6xL?QgCT*4|HGd}hSo!{Cw-Mg!4pcR`_Karbu&5~ot=AC`YhLQEaUcYX-q+1
z5sNH+-Dh_zZ$9Wh-Biwc`XuwgT|yFD3s`v!2FpXzQbL|D976!*dah(y$<X<(i<Fxm
z9CkWr9lta+?6t{2zB0#x<7jWRkL>RIhetdPba`{I)_nM-aW?0C(sxgT3i;>VAr4`C
zQq7d)E3Wettk=u_6U4Y`PlVG%np)&ssrtowZrArll4kFGO^%1&{o9PHXz8oCFG*QI
zcx-%J7vsr^x8g@H$*_S~196$%sHdUzB9qwBfcIT6Q&X8JgZory&&3L@Dhsn4G=4p{
zl@FNX1<CGcm%lpp(;wDM{lTb7&J*%ZtyfJq|H<kQl#n0gNuA_;-2L9@Z{*89+X}Jn
z;g>c;%+Z-CJQ?m?@txzpdp*7(n&yOYzN++T&^H~#{@nBapZ!_zp7IiAB6!SSRR>Lg
z7ZovPz-u4X)SQ8eJWq9q3YdbN*>Ue9K&%o0!s!@P5pi#{g-n8CV(vGlxMb`?xM08^
z?2MQAg$q0s4c*u_FtR_Oy2)ly7gWFW#;lWed7GS1!@FlkSW|Sadi0gvNj0ej-FtD}
zZMIY5X@{4GTs>+`f|g1g$71gP5L<lFvO=#sE=Cxn>oUmE;@<CNTAtB3B)OJx>AI@)
zq1-l-2z9?zHsr8w!-f)E%5$q(?oh3}dfWJlv#+fABfPd-?u_-(9pnv#z1HeSqZj}4
z9OHq?$M4*OQYgQqUDqf6sED&sJG`+=vZJ@E<z;JE^!e4h91ZW^vn=~C<fEc0n`f9U
z<~-Y2A?LcVL6i9%X4w%hQr%yXP-0gdhfsJg<{ko%lE2NgL8Ib7u5;20b||K^U?jmM
zM5KX+m4J}P<LL)h+kU$STN}HNnQ8phVvWzLAD(1;?Z~U4nKv7)^v7$|>(8&FNe7p^
z@u+Qq6EKB^e$VdBp0DnWOQl(FeA=sEFr0JfHTyZ9#_+GnNuY}_e7Soivi6z8Exn&f
zgDKeAf3;E<>F=xKtR~1UwxS3){bC<KTcT<LgEZeBdUHQZ{|zgF&7oE$n1!lV<n72A
zX#m~p*q7lZdWU$yi!gfFek8kU<RM$p+mVJ_yY|Xbd~KD}Y;SRC{M34tEVj|hZqc{X
zyKrQ_%W=}AM^iNtE4$ks3Sw3cj-svi<vIpVE<IGS_i&rGXs|+^)l?Mf#lST7QA8^L
z(6K{z9vRMiH>Y$`o)iY!)k}<Qu&xuV`RUa%8rl3sERpZ8ihNM7Wp1Aa&t@n?{1Nn*
z;yPmsQPt88V$$VE&xk3+P%Dvm_$}J*YxY)lCWh5A_)~II^!6$_owGQ)W7H9z)bbJP
zcDr^yL!XY|>bLxj4Vzcw-n;YUFGr`|*ah!d%tkOPdi(NR=JuzVqBFdU$C~smr-C_o
zbOhmC_4V~RYyRbJmKLKgfj~9V<~GAS)l*j2H`z>fD%B4t*DQbXIY_<Qd_qufafa@N
z-aA*eXq9+<39k5`232nsn@U@bY%UBB?;CjVarT@j!}B+00$$$@V(!J&r%Y8bOt7(;
zcgK~<To9FO+`W+EZQuA^NazguAW>bQd?ZsJQy<3d|Iv0D%I@0NvLW08!QTq=yh7=2
z{cDXW?3EcC*r{BVeBNO+%TXUu+K#JlAL`bAHC25}KA?1KF6)8j(dN3TJo6?su_N4v
z=^u|Xd|q_sDeqov=|`YK29x<`A-@dx7P2OuuXeRNYshzVc>=Es_?%|Y07(VLFj$f-
zbBF?%5&TT_ZhJ*Zx5gs9!QIhk3WLMCZqRMw-MRCq`r)HS0s2kc$wo#x727Wfcf|C!
zTwja&sJ*hHyZXpx7U!?tD`rYwiyj*~&sS;jrM>Djr7mN{HE*3Ezsv6-w*HYH2P<@g
zuRRdo**7Q?S>`tG(fh7U)|gY7Ul~x<%jZj^_8wGNZ-Oq0hA#~vkaM=3pcPnpEVh&G
z5ej-!z;VRcPclkK3KEp=-_#$Sj@iF9LpCq_vd+Afl31VyZB4Q|CLuhWoM&vaO?7NA
z-Z%4mIa83wz253*|KbJl4M!5_{bV1m7CL`mZdcfavyZZO`_&g53$?#EU8WHDF9CDx
z>*F&bBVRKa_&AX4S^~D`n4IZ5y~|ki=)9f*RjK6+UfQoBg~3w7&dLqj5|U?uB^pB+
zg8#t>5oCN<5CO7tX9*oNs+^Vj8Z;ZLc{h)(mc3n)n{!p+`ex@9c4yW<{p7-GvoMph
z=5*|tciWHi8ZXeGaoOsazfzRlRk=%vV^&5ucigUa-wS@-WXmTZV)sI%4Q6KY7du~{
zHN44Ce(w_VhH^3E2D`u42PjT|%Ba6KZdNM$kRXX%em2Kv{}LO0YxEaJRjw|B{~e(Z
zJQUJK4Vkv)xS?ZQKga)aZBYL0!l8I0BeCw~ZFSW9gXpru6k?ht2HZA8tAuaRvUu9S
zHW%Zu$xQk7+O2}G)tYCyH(9&NI<&5G*zKI2_jmP`v-fTGM^Mh&WoCBg8<wQYs*9>F
zJx%0+szs9G1#mPb3#w{rknd>tAFtG>(I@hGhuqVd)0}o^-l})7#`{*ce2N!$<+T1t
z$x!ICue6r<S<i6bm5^6b*>S10FSRnMbd^^Q54c3@vMmml^`s_CXf16~OOJ_d|L<)6
zrzCk|fVn_DJW}Gdm3m&D`#z&~scXg8o4DD!gEAEb6NdLsJ@|BO!*C?`nu_qlu&=Q;
zy-!NcAM1CixTF#N_fA8=j>kRkjOt%Yaym73vgvIUgxVm{Sk`7?ao6^$;f`CivQml8
zO!<wq$v2CY6uZvAkoGo6W)TXLH?b=Jc1J-R6o+EBnZ8^-08(L1x|#F_vsuUq`1K%9
z(4_%fHrW$Vw>Zz}H8JETtI+y$3mdj_Z;MMiT!-qdK3-)mQK)>@*On+)W9awcU6_me
z+2M#qI?9ymtn5%H-(^nSx5_9{RSw>l8(XDJ%i2?fv_5hTG{o>X;<rmKZ*BYaz&?zJ
zBE?vl;``&_NsV#E`&>t+eOXr2OjU)ijGA53<FoqeR~KzAnr1DHP}=HO1M;s~?1gGt
zO`1D&a=Iyoi>W^4a&#GPZ=<DuP83|2%w}UyQY^Ute-VhxnB-jmwn&-`lIV!MV@Bvm
zEoGPRo?7mx>AUUkuN%r%h)}qFV2!JWGtQYQvGyt?{C~o)@q6r_SUoW|z-nfZHwM$s
zwK+Go{<1wx(H~QIxHQ(L4_J#(Efor|rCAp}&<f_pnH{ML{{R-IXgDWQ&>*0FmE-yE
z`m0ViZ%u+T@EM9Rau@=AM9Q5{<B-T?S-0(sjDEbbKxE5L5kD?U@6-GiH|PY;__wt&
z=PCdAZ1d-ON_Wn=I<5JW?F-m5olGpZmkU${r6r5hmzKuf3T93GR{}zNqYuiAM1V@6
zF+Y5p$q4z|DE-@PvsC9Fe)lQqp3HIJiQ?)yt^mV4>jvElmOE!eGV%}pxPPp;G4t!s
zr|Z9duu$Mmn&fU4wfhxuI5SODu*on~;8c^1+A-(>!{$d_zTKbJUcL6eD=GdQUQq{@
z3CQ4x{+G;|A`XC`TkdSOmNL*`xTodl*;{2SE`0o*Ibbh&-{Y~ib?|Zx<Q^RS*e9??
z&7<gN`})NC%wzPc#<uO^u5{s^rDkOgIkOFqd|9aY_5Gs+1u^+e`$r_3tQ>cm{fjz*
zgFl`q@_`}~5IxaK{@5}JA3si?`s`-pzEj$JV~!M{vX-|DOFpzNe*F)D6V{uPN`f%+
zQ;K2zqbZKtg^GWIqxSsXw$oNjFMYPw?DMJAa2A1}&wioTw#n3tk1s%BDK^*psFXo_
z=@#OLIVag#5$*#Re;TyC7+%qOYSc@qx%f7vpv6^eb+qfv+50EPH81f6=cVY~;oQHG
zlF_Wz!(lir@q~57zN-iSq?~MW3hA<V>p>A}&Dk6oz%Ze`UCy_6_i$UY`&h(@*C&oD
zVDQX;zHAf5K-j`-PRt!J8|AD~npcT#KFWOCv2hgxiLlk&YFn<<^3$icV!W|C@Fv|K
zQ;WoHBMwnK`SpK>*IP?t{p9|z&+K`<f-)8*@`ajy8}VajRA2x16*TO0TzPV-C!m}t
z^y3hNWf6&Vg@_bJAyKdvqNCTtoipNFb6r7@i=RH9Zo0y;@6hlEd)z_(k&M<=!*ySO
z8nGoVdfl0y9uw9Zu{ijoQMK|%dcD}xntsDEzOd35Myi>P#rwf3(|U!=T@6wC;ugD-
z4O_y~t6rU@{p#nda$@}dsJB6C5osVU#xz^?g4m9Ow3FCHp=B`^>{%IR#0hFHQzmcy
z=5*=E%;N$y_vLf1h;^?s&A4TBUdL7bo|52+uCTpbZ_d)?K6M_SmoNf9`|JAm?$^#%
z^7Ohkiqc!_b5gn54O@=>D(?NfM|C8Yl2};K*qLoz<})zk-YGxEBVy&`!L!@oN8osa
z<f~_n*wn;H-t=D8>5RfXO#casQ<cM9OR@%4D%!?nKcS1@-(;7ikE86t!-pD!qYvFL
z2cA}sZZ6C@AarFYdgz31#AT|JShf{)xt)_#s-xPL{tiDku2>cRRhwnJ+|=c62+2m2
zU(JaFQew1*al&4wkb#Nm+0g3Vl)v3EcPj3`IOV?Xho#DM!`#1NJ_@?Su}V)0%LlZt
z^;D|6caE>lw#jU2n*HixJ07LqB>v`Z%m2gJTSjHMykXy<bcb|HDIL-&3JB6jNw*^1
z9nxJQ4I<qo-QC^Y-QDoc?cV?WJ|CVB4@+FSmTPbBxvrTx=bYpC9T0a3449#lPY-`Z
zE;7%7P!$|7+NUT!pz4(KvCb<WRZ<TJ=?`gH)>#=D=)}1R{t%_}eNE+ad^WgooD^=g
zwH|RZF!f&3I<UBn4hW)E(ZVf62SZ4Jtm<pzTnzP|;Fjs$8~l6AnrK{TBWz}k(a2>e
zcALqpRqHm*Gk4mlLj%|1>pUlHU>CoVboP|^JF8?E1)KWjfLRJCB{@6?R$7-G(+)hF
zp_2U3oT>)oBLxE_Gfdux)x@>g2*N>HW5DSNJ^aV%+hlUA*fJhdf7};0gBN`&4V`Mx
zLn2RgeG92G2FK&R2MCo3@ii}DJ^h8Af|Fcnxy~(=d%)ZF?^n|+55sXuP7ns2;<QNs
zs(tstpB7!q*C@fB&B94L;DqvX`-`>@wF33`A=8gvj<nv(;>$kJl3v+y8;)i=Xh+qN
zU7B|pYWtg=JX1Zf_PqsA9seOd??iY~S-JbGIqCY6FYM-3cLr?`p*try!vc)>{uH2U
z1pTR+F@>mJ{-x4DoaG=MVj2v=1w1okS}F{<3bsMC6QIxY_a`&&qwpj@s^oZetj*5w
z+ZFTYhnTPY`hLalUR6D&4;f3$@_#nV508gJ+Y}N`_I1!Hg?Ssk2L?hHf1cwH2Zb{7
z5Ys$LGrf@c#)rme_#w0Oihj}e8J%D#bWYcML@%H2uE;^X4elUSt1T%Y85RJZtp{8Z
z5Wgl^70Q9L7T|*NX@O1xe31dMu}B63aivB9P&BJP_qHUKyfRM&s{i&aDH?2Vn$VTz
z{-zQ$fskMXv}v-eK`sY9HubbUC7j)>O|JpO(gdgTzEG(8a#tdr8<`Y*HyWDgD4=~?
zeF6X<r}ap2Ni!~&OH*7Xjcy<uya6tU`kosQE8-1e7$QM<V+3%ymj|W)mC>J&q%tE?
zE8q^^6H6TmAKB~3VGO?W7a)R$juUz3h8-91LN88wyzw{c&uJYf;zODY-ouW^jTh6$
z^1gQsd9u%BwZ{k5+wRgi_~K4`EVz@3dJ)utzlOQ~ub&ar4ZcQLTEMvqS@gmEtta3m
zY5UUteM%c|+C)rX{2B4Q*ARojPHjCZz|O!RFaMcPOhzrt8@}gy-^O$<>g%!NK#s94
zQY8j^8snYzoG1O1*UXHsq1V;ORr!-nh3ZOwFx~i3<^m!13!Tldnx+-o8pySC&5eu}
z>0G36a81+_n7to1N@q+VLH7%F4%nomGC)TScr)T@oPe$c@GA+x={y1sOd?&tTn|+F
zE5MPm4piT1;6}`_@e*Wq{0nBD0@^OgfTZu|@x82s$O;ji-o)vp<ghWu{GTSK<$+KX
zCRPC6CXE2MWswj!Pn#mUj0C&5wGxnCSfgol3n@4}7+70avY0Nfs<4+Uhv~9u>A#cx
zzN#lee50N=aD%h!@TtoW20pH4qwQjyPt)~kN~_4lfy5$gPeji1?^8~Ns2r43aI^?Z
z!QDT^SOqNID4rnE4EWO^IGM_D{X3B5rcmS~s-d9~KgR@w+rUb|Ry9=|&Cv!7!+ATB
zgy@elKxH!O7@?nM!Qk2H{X{?H$PLm3W7?PTK8g&a2mq9*#vyaCsQ10?O7BpI!Y@Bj
z&#}NcbNFWBLLh>zeJK`t-Y9s#<4Pu`;Ep=WxzUV(edD*~QXy(?tbBsNld6IK^yyyc
z{kz#o{ac?R7+A+gMD<%)LTuwAin-049}tf=-59u^>Ht?-GgTI3038M~9E1>Yg+X{!
zfRPP2Xiz|<1jP?q8w{SAR?c4-Uw3Xd^Wk;ff;m|6+y`S)KaRO#qcxjxBOsuq_4t#m
z^1C7^2JEVI=hEweX!53WHg00#M^ot1sz-QA^5!Ys7`3X#hntDo@5e*dz@b0NP)xG-
zEPG^U?Hgj9EAAU2)in3Jija+kd>6}$f(nB<;sQw-<9WXPc#cv&ObU*zBS7AhaRX&2
z<DUhf99smz6HpK*GDH*y4Ax<Eb?*OHpXBAB%A+G&ngj;{Xp>)Pd{}Ea`U(uNgy_~%
z6``=hjycdk+#;#&{O9-mOI@Iq`4`|v@z|ddOf)oR<TvAsi6Q)9OGXe)GGkXwPcMhV
zl3Z=cBb@yJ3LM<!za8sn`ztXeyPU6tdsb9$lF+o{y#HQ^({%RA*wvOXQf1KZS`cTq
z%0=YOk?d}Z55c$Y?uv5vF5S+?hM=pW9hrlY=21RyLw=G5?s`)oE<PN3WlNy4ax_-{
z@y7clP&dAEf)kVIjrN43m2q=dYdi!$jTzJZHS&Vb@qbXcnXzyoL?CcO0U9&+@d9{N
zbzxf-YV6kQ=U7fB_+^bxq@HayLb;H3ynS-rNtNAmHL`=upX@(6D~(L8g(QQ~Y2{t!
z>oBGYMIP)!f(-`k1PHDMP0$Rs%B^H+VjC-h&}lAynLEl+H-WZ)WUozuayz)DhWY}e
zWS}9(DE>|5VXpLndZPM&-bqnZ<VXb`YpXRUz1b3QsLGBV7IZ5a&xaSjloirls+;P<
zRFX<$=hGu46Nlu4h~0!r^ti#?)lD@YqT(D?xpUhT?TI#|BL)@TmDgN{#sHD#C$VX;
zmMQ6h&k6;+BLE&c4#8AFFyD=CE@_pZtp)TGDd0K|<oteKNc$@b|3m}=-Naakow&nk
z7|KHUPdP1U&hCzS)T+?7MnrsHX4AEq(ww#;3lK5kfz~Xje4~fUl+?c$n}c27xF)#v
z5{|gr9jdF~o6eFp&S8~PGK*kM8lKfi%1!{^s7>|xK#VD0P6k-?t_K0?rMu_#t;GoV
zL;c59kV&+$_y8fCKtaMS(s(@}C|}TDgjgm%SN`QK$^g3chtTE9Ej`}a?`ni<2JSc1
zb&odmbH&wB^-Y|&+`N%_c%VI`gAYZVa`oCgwhs)P##mNiK<y#Qeg!|5UeY04hT&qk
zTW3YYrL6B=XfWDJ^q$KY1Lq6R1p=p#)EoM`@K2JEk=x)j9wY`ht1igZHdu1|Az7DT
zUH%GKEZ`gjiL^=wEZ)USAaB$GcMg!%4icpaq5T1do#mJ`S0oU#gO2iHo5SDKLWK*U
zy-sNP%J(?B-yZ1>+RI^Kr=r06LHA4doyeVIkRl%%DV5Oco-WMfr0VLd_Jz^sAI*mP
zU(?!s=&SaBU@sEN-ALONg*iF7X!xR8j0*)HwtluN#?DtpPYF^CB2NjpEy)2f2i(^_
zu7GCS7VyFtfaf2A&kAvwL!^4RCKf=(2rQ3~%@`!KtwH_?ATemz3~)dY0RZkr*6@!#
zZ+GSF_goR-{g0AQl;Vw7nSJ}MPTP*Htyr00jU@#a+#I^za9CE0PH}B*ZX|;e<?msz
zT;7SJ)jtqjJ~&keZ0d9_?5Fa?vk#FXFBG2*(!CCkD-qt*n2JVZpMpegSQEoNRgFkJ
z;JOfu38Wz{g45rJ69C(h1(b$9I~hQN04tdxK*K7%_^18#1mW8d%nz<HGnyyu>@1qu
z7-XP7!^(9BT`f$vn~m)EWvlo$jP#{kw(B3vWEIMO(uWKe<TBhn(gF%nx4<V!^p0SZ
z($kg<Qovb3^c?tVxpf~3DW=)1_hWGW0o#Dm>C;Ov3ydsDQv=t~pt?X$CF|HS#1l$e
zlzP>s2viCFmZMS>(Bn;w$UTvD&<M>UWBcGl@zLh=i3>_$>Ql~Ai7>K-=7`r|MflVG
z^=j1uirZI$zAECJkm0`-I;f5_upkbX?<@8$+I5V64ic{z;i<FP)fKRMD8;S59D@Ic
z^=NAw<qpS&2q(wf!NSyL_e{ayH9EXenC}L&2<%S`6f_q0w9McW#v~tjC*`;EiSb=A
zM+KWB%ug?e4jD4x|2xDpLFSCkDtK}R&??HfP@ACo^`%->ymY&hs4-=@9RGAF;}Sxd
zuYAXw5siz1(L6Jy)m!O41CXpxh?UCwy&hiD9|gaocM98o_PssCTH8D$svFC8GCOLF
zr&r)Un%KCnp-)#>{l}9CUc=~gAK!5VnyZu6y3Oy!5XYz@wA~&Cpa-R(`g<o=E%*Wd
z_!69w1TcEZ3{E4U!5Tc1o5PeA9#p)qUx2YV_cH6F8@FgUCSR<pg;yLB@`ku)n!wUV
z@Gy&{rCx@U-KQyu4yn{2UkWi`S`oIa3krT>EL!_m9hV*hEDkEkbw@7?JUpN@2nhD;
zPiT?|vO7(^Di8P+uYL}i7FXbT3RlH+&Qt+ay5)SiSX&fri_+spk`#@1{w>w<gva1-
zv*)rW*8Y71<-l3glSn^f#gfgo1jso5eEskSVA!j9bFMU|atFR?taUY{UIPVGWS&9-
zBhV}G2y4b=gzA=+(A_eNwgOW2umbDxT=mo<hm@hL&bs=$FzznP=0}X8_9yQdN(!4R
zMCVs(p!=q3sYqr{I*l?mBB8!lNv3z**LUrBfCij0m47!2@KkfnK?7;Yrh1-g9p14@
z-GTIdU#iOR?T}Ew&5(yHetf`Dd|T_6^QI@Ky_)rc&mD_hsoaL<)$nj|tlNGcSy1!a
zO8dVLOvF6gFh@0+@zq=5-k0ZyxT!PJ91_kZ)J$Fdwz5Tl5<g9zKieVGxI5$pP$0U4
zf6T(*vwzqDJi#VofItIBD&**ivsspS7PZ1gq>t?usze+aBTo-xVxF|64&eHk=X}vc
zFf8vhPKt&Q<%?)Php`?~1=O-77x~2F%f7R^)!St~)pK%gdd~6;fH7T~pNs`gKc}mQ
z<10bG#_EtGuEYEvS0ESapRY{CR*`!x&?E7@18;N5U(d|>i_seFi&V$?x&~m9jjnPk
zN2knleLL_n*XAQF!^Jyj1Y3B_)CV#wX>=>c4bwPQ6g0D9xg}jM+(#FAmqpU0nAx<H
z_uDO$H{hc(&)@AFfwJm<R&~fkb%cy|IgdtMD7cq|LRF7keIG(Baj;hm-}Y-z(*bk3
zEVKAsp6$;Z^4~?@+OovD_CEjVKWIU_`&O`oTt9-x=`O$WIK-3AgluutHDk8xd<CSM
zy#cWvtFb@MqY*X#9+kmwl4*QRumzfRKS6E{1_6NtBr)9O(g3&@4SA;y?9TuW4gwDy
z1)Db*4Fp6)pe;v(fS`e`TgmD?n<;UjNBLWXgUi-E`n20n!#<!0ahI37ffwQ_u;D;?
zRVd{h&`#*#`xUq4VtKW+B)Rn&W~As-&Luq;{zDlwO&Nady@q5;rj4q-gm@YBFdvGD
zynb+^>3I9w-iJ7Oq=Hhw|Kp-Y510>;N0v&nF8^C$BG*9hf(hU^LC7lr@nr)NB|&H~
zSBb-s7E{By0tjroQ5XV8W5_-P-1(y*VGRP$0?F=#5ULnxX>LyylYw^M#IcNw0Ei#B
z5&PvZcXDT8;QGk3Q*M-8#$_N%*UJ)*V7}DY?LPJT`Yd~Dxje8wlTkvxuHo)889@u&
zRlcd(6=l5*r<k*X?=2^a_s2Sp&AGYT(M*XKP)uC)l~jSqTG}l?-PB@EN&h$K>)ZgA
z_Wz*3maS*1oiW`6fG|Ly6@W0${+DWf5A5WB^D)7b1MJnpgvF8E4kHI0dot!CGXo>%
z$3LH0MMPY2etrmzJlRm8LM5~6o%jQlqtb+Fyujnfs5#cd#V=Y#w8_;Pbw~VhY*r_k
z$46{ONTvFTrs7?^iyJeTl}N!o(c}-`9B8&0Ym>lE0u*xe8~@G704!XndobHT-`NUy
zs>eX(fAk10nIVW(pc#k<uMy%M$S?upOiE5im)HFWL=fl@9kH_Wezv!(Iui}xrOo@J
zJ<|ybV|vrJ+O10j?_j((Zq4{oOI*2F_v+zlZMrJ_KqYLgJAtDSEq642zz8mk!1pY#
zb{|RNIe9aQa5?1~Pn-=IiGpC-*ku*PmQKel7r{J#2~X<6y#J<MD^#~bb=>8I7*lFv
zkdTAnr~m);;Yn6=CGivj<YO3}?g$FeFjSy&=B_b#2O(nPe!O|A1#u)!t!qF-c+yxo
zW4gY%`SXtOk%@K>1NRE>MKyL(h@!Fr5RUE^DsEVim#&GR+F&Y7;4#&>;vQ8h$;pQ`
z{wR{stB$?DkT&s4xQ(w_Bh)op2)Y+~YzH#LFo`LwyLD_IG}8UOVLHupP<PFLPOV5~
zSPjYWgPPVLnK8Z-(i_#HJRV4yc9HEI*&r-|i5XRwANXD9%9e}F%pkMcFp-ivkRLV1
z12#hxzI3!Ff;i!^xM4{*+3fs;+Xs8zF`%TJG35lu!oMq-0(fN2|0<eABlSUv_K%|Z
zB_xXLMJmQ?>A$DrB5?T6$OtN&IvlDz5PE<03=#QMfJ+3eM&rKb3ntV~6FhWEd&C@U
z{8uM~%&k-XRXwDiHQn<j9Y4)!$oqYJb~{<>Sfv~v-+1eu-hV~3*F_X)91osD4Wp#7
zbh&k?gQ{9_I)KyY9C5=?oeShSzOK0}crrd}Y|GCXg%9&EHXo8UcZQC_5P^@R5e@Q0
zsNS8$Q6svv>#$?o%lkH0!I)oHWawevQD#4>C0t7W!9vo4f{KbFBX;g6X^AX$em!bf
zgB-Cwbt|5>#(1+oDKWlAVvujEo;L-HUDAu~Pq!e8>8s3>mAsBuunBMy59xePCRLwL
zek8QsEp-ib|9tT>O~p3*-3<~SMJlfQQ(bK55e}gz+Mo>des0<a0ZJ&lxx$rH-^FY8
z!26{Bm8n`a-7^0wo=FHIx+2k1?hi6^M!JxvO&i?t-Rp<7gC8kwxD$X8Xg`J){sw-p
zP-)%VO7~*#)oKpH{M-1-ALBJcQP*qi1qYVUd|3V`ADNc1Z3FfSPcD^{k+iR$Z}wGW
z_J6L6PRk8aEJukly_*T-);TzE$F?4vjRp;YN%QX*A_x>d7$WZ@Jz?cENm2$W1qB;B
zE|_BJ%LZC*0TdAe`GN$r0{+|tv-w)76f!JJ{_z_IK|;QbcY~d@@!oc!$zeaMF<P8S
zYzkUZcxv2YXk0gpT<_uuXgIq7dZtr97i0f^r8y-@hGetT;2R1Q%&wgY=TXy@!WhnZ
zI1_R$$9>FQleF~Z=9tb+zO)bj-BCydwVx*qG;)*JK<D#4Gifr-aO%pF>BE=o9EpWr
zXj;7@8(6yVsn7$^20s;6tmMx=eTj=hgI=wL`Q2;(=%`a8h2`v0O3hh0rIM>yaoC*l
zN0tmT`A==*aENhs4QpIF7hKbDn;}i27bRuDVsGl7UK7Kvjo8S?N2%3VW^u)!b9BM>
zPwL_wuh+iXrxU~OVxvr67Sp(VLy_26+2iT(c$U)KG_#!4lVdhCW;ey4?2sTLYC7b-
z=rIJ-kqYl~ZI#_wK*DPWjq2O^Ta)l(-y5+kdKz0cOSP*eX2^K|9drat8tCA*FJK>n
z1j&E~E2Q&bTIubvUis^nPU>E8a4-R{?JFoCCQS!Sm8P6Rvl%X-{tg9IbYbB$@m{`*
z!+{fQ+TTA`LoH&VDD<$+G#rn}f218deV<PLnd9bGVuB<1n=eIuw88}sPPRX+9t{>%
z>%n9My5h>Gg?2d2MgREQ-7Zq2R_T*LS3(vSk?)!Qfbt~X{(M8r;$9Z8wDh)X$r~Oq
zsERdoHN_H!hVeBr3;1P<YN_DX-RK<VJxo5wcRBr%gcv$?v3nGxT5qz1xC@<hsY)Zm
z|2offa<XEd+p}3`(^JY%x<8Q4<t7*wetgmEL6*E+MP%J><(AHfS;IltPL_8kqg%0!
zHrW;{zmY+AV5s9R7dCIa<?Gn3UU<d6!(5wmvNK(btf0g|h^0)*kK!g8TEUccz9V7w
ziiX@VG}!R2wq11G$RF^CEvoyyV&Sz*C8KO`bw>nZ7R~{3;bRCPH|%sf%R)l3&ks-i
z9rfj*nIEc?2`wTbM&s0fmuAfOXSS79TfgT#37ZspItZNF3$0z+zw}OR{Yb0^W=nRu
zl|j)zkL|Zxv?pvRCH*C5&~Jb;R%1JOfI!+nUd{U{J8)km3S<Kw@^b)2iS7tUL4Iv3
z*P>lt``%D`iu#f%qP_N@QmhwX#PM%?>lPF4$;B^1o}12o${z4lSGfI$i{DBvs$4}m
zX)50b799*Ee3<8OZ#`a}*6LsR<fLY@y=d?={*`EF8|~Ng;xR9g!!|msryy-_rEI((
zhB&M<ETJGJH_6=_HQMRQo+ep%c<6Tr@>|6a!LM(^@cC+sL?@o(UnMSv)K#M=h<*Bg
z^4w~sjZ)rEgaAqZO2rW4QR{VxTy_89A04|l?k~1U7?SMWnvREFPG6rP!lFEDlyf|R
zL%bHL#?mjHCEEMUfLmaX4XynpRZ(?^reUVSgf0G(;Kx^;%D6=BE%@v7Qnf;PJ2T}g
z=qa<=8>6bZk#R3+>L2s0KYiA@-!zzo=mpfQq3!Pw{E$gS6JF?#kCU@?-A+?BpIK3i
zU(J5A=$~I7l;T9fnl{EdjQ9-w)UICx&dfP1V?ck|Cts&OwK?8Z?#_XGIV-Rsp0}2W
zxqqSe<JsvkjELhixS^rGt-?&c>w~x=DUwL<F`6cO^q&jnLUbNgBm?V76=Y58x`hAE
zMDC=FEuYSL9B?D92gow=dy<lpIr;g)A$r^xK<jPT>VpW3^T0k1nvLBQW=Ex+$91K7
zKF3#d7>KHI_VAH(L3@;QH1^Y1f20$#FxSekY$DG7e5vic&UHh}lkvunjY)EUEpJE~
z4&PUMJpR7uM}x!uc9wPuxyTg9HEi-ar++-tgQCX>D|}MafTv>FRg*5V`@<b{Qx0h}
z>QK^s@UG#NwBT~B3(X%gD|arxB+xJ-fB(h7GMl0V8wr10>1MhyE9oTm>MMIo5L}On
zR7X;j)JU>JTKoW2l7ss<uAP!{Rnw40)0cCV<{7)*(gqWm&xiZmu=p<C7KAx@M+T>K
z{n=&2ccVwSV^l>uL_Bfy_no7;SU<(&xxbqmsIU3L_ZacEkgGerob$N%p5GjQDs%~@
zuhU47SNzXEYZ+uL@0r6|Y-<KUjuV{cOdU2i7htg!<d|J%Q>bDh`CbD!6#)QqrhVIH
zmAq+~4z=`bG5GF-JV<-_<3zP?{h6HFD1OO@UhWcpY?1q724!qkCi)@+_&@>~1-7;B
zZ7kVr(m;bN>8zpduq0<QA%@EBu${bQa}<5;HQBI`Ywf3m0+2pCw)RA2G~7ICK8QJ1
zXW`*DZ^fDDud+JX_BMx`^5=Z*QkkcR!p_I<#Yf)R{>?*2-Xr`%{f`-)Gu2Q1jjnfH
zrBZ?v^jKUB`DbUbvXj=Q`b%erQO~}oc`sG{Z{4P7ACY>7+YG2BAZ&R9wAu^+uQKv<
zch>~M9WGF&2cA*2jQZ;8H~=u?N)#~x$}Eu7=%vHb4WNB3fwU=(8H=qW16yxt=XZ$q
z{*0}7!FM~~eobm?P1m{&+3gm+LNQ#OaO>H3vs83Iw4$2$;S_hX%_ewvMdzBL^Nq`Y
zdL%u7h>Iz&|M)KV?(t69WF%6TGm*gMGM?%_jckt(SFG2@bs_gk@U7Caq=-@s%Nd=c
z6~AfXQ*hYW>z0=Dv+%8a^-jy%6Oxx3e0luyf@icef`YNK9&{$y&<y|WPyv;~Sw1i4
zoi0En0AZ!c@a|AC)o#B8Hd9CzA7D;EFq<HD_<dy)2t0GTm{4&7E}A&tEr!Cu!GV0{
zygWJ?fs0R#x4ZP<J3nU)!d~_lx?kyTC{6d-w20!a^`)OQWsRJF{c~NWRJ=%DgqX_k
zRimpr$6_ti+|(x)n_C5$rWMCkMg7lpU*#pqTta%Mv}jkppGh>G$(+YkPBgxI%~<$6
z``#U?4{uQ1O--zp3z0=0k2m&qIG0<R?Cps-RX;bXb24=HJ*+}4$+=Z+R_E!_63VKB
ze*R6@eyD4C;|tG1!wV@F8(249)0OaOXSPb?-M3qLnE!6n6h7PuADZ>5fXR{7Vv!#r
zd|d?Il4o8};F1Lb9R(Y>Q`5ya6O){R0+?msaa;%Arj^n_s!6SLf*h9s!|<lub~Er&
zVvIv9Wh#_8<%vMsEut5T>*&GkbyIC6S+a9wXyn_JiElZs2X;_-i!NkWWgE7)UHa32
zHns7SM9bSRyd9tTxA`HON#g?ATi=&{wZkuV-Hc1$Y_j_md5}$YGOzg1>-LktC&v-}
zvgmTuO5yd%oTIzGD?nu!%!kr3vqDwrS8YX1#=cq0NI~fnxOPMS?@1G*8c62Q0LybP
zcthXX*>QkwI}lw~;1@usZj!m(+en^CNyI-C?lb_^&3=8cU;aI;Yv|I)0O>#a$<8#^
zEhMxNahRkP%lYW1C)o6AXKi81=4x>b7G%8q=j5}8RL75n>NEB$26S3(IGJIGUxRIf
z5vQ(A+02Q)+o;0DwYJD-W4<e{MSgYK)KBb&WEZ^TNekax@A0<zE;!6iL<Z|fgD+{S
zh*+{o<|Oho^Cm{h-JK$~@lOEG96fqV9oB!3>Wem&4#jN!uAJGr%g|}+jAbjvDN{8D
z0`0uksTyfwY>a}+O&>41FLxAprMQn|X(JZ6?q4+MzG}Q1g4=8?$4rljX8D#N*6Or1
zVz?<~>eiZ0_ldlDQ2bG>#lqubNqxQ2oC8%HwkcK0SaS8!m66*enurfn07ue!L86q`
zlVKxb^4o_g4`kX+ts5E`et0)x=`rqHaXK<tqMq_tl;7%~*M8UwnbNH#J>5mJr`&pR
z;hAL*PTk(f{8t%Lgux)H25`#y67uayX)%jwl7L@O9qM^%_Y$P#TB-v-aq2$j2Z|5_
zlurK+7qRS<V%bYWArJNLD+}{49m*VK8}<}i2UQX#Y(WK&cQvL0cc#0WPh~LU2hy(2
zY}xmRFVB|@%LQ%VDOy`Hz`96k*QBeyOx;*W=5^PWxKc`bd=eV*L`l5<;RX2NFRIb{
zZ`&m9*S<d*(D1(8Q$EUBDMEKQntrEkGX*bH?ks*m;THbi6TmPFg<*J~n9bp|t8wO^
z?axL{4K1gpL8cb_V}-vA6?@g=*B)W|;L%|9N0+pt6!$L&_j;#Oe?sL^Y9}ObNjzTe
z`EIdN`-^+~*vH6QPE3ps@Ns^}g;JZTNn$&Ad2L3^X={R_(eAHdTU_T;-`w|UJXP$=
zjQ??OaqF0<+Z9*NyuDl(>ki=->fm~!dKcS6y*qL047bv!2BG%E;7XfL#WU``r86f7
z325`CklO!aSr>nX`}=@Bfxna(iFO$zIzq{*t%emy?vq0!k360e%tS^r?}cWy9GBbl
z943#?N(W)_IlrkPa|^Hm0X4+W;a7<T3u4sm*6jv&I<JYCU)q|%5%IpzdxNM^?Hwz(
z>Js1Ee1!1hZlz9qIq>oLv{>in+j1e#@|x-ZZ?wO`*~uSyS2nX3ihf3z`W&K@#dJBV
zm+?ZZ`)NG$cOxc~vBcMnzW@ESv%C_z472=&67?dmZIlfCfh#f#K?~qqZjU_(vxjMs
zh~Y0Xq)U)t7e-kc8ivJ|oe^<yZ}X|~1g?}eT%29}X_tkc)Yf00xgwmYrbeKrA(vL2
zvq*mqkA6o!Dlkh}H(St_@FGpIr@WYa@f^Bq<0+u=LHzpOe%lT1JoQ<P{#&ktD{iO<
zwlycJGsi>TLN2mGhE<{9%JL#^;$Jxzuuf)g1&bNGjV-s{yR*MZ91B14T(H);!~O3)
z`4SA7sr(CH*f3tPwZ4q>6nbwa$~|JQ=Z7sl_Bq{2gc!?=Lv=)W%q|L8vecX&T7CDc
zFE~fdYkaS52F1q0L%m!yUCy(<g)hR;*N+b@y?uyEe&vBMyt7Jzf?||rMjt1n_hDI`
zL8u8H{IVihzD7=avLG*<f+nFKG+&8YNv?5J<)lZ>bF>+;7re<uupsB})mL+;?mMNw
z*~|XMV<AV=MDUX&rd|END(80tH>dN@_jOshoqeA;U>KsXa_Owv4oC1L2v`e8-cX<=
zk`U3U3DP%JB$mq3Vf<Qefk%vqRlMI4iWb`7a#Sw<dSFB%ze&Z1*mNlA&*zWzl+QFi
zO?b9zaA)09R2M&y7JD=4N@3S7Y{uH}@$At8pI-<UR{;J3{%6(uu{Ur=w5Qv!4{Ekk
zukSbd8_z#jph$gkc~;La6t4JqBY+3Ydg024&3GszyHyN67^~#Kd+qJ<u%`{NG6KUQ
zs7?q72q5V>!0MJWa|s+8LJ3(1c7T&G7wLih&$A(Z%hoFL$EntYt)u7A)0YRJQ>a5p
zyrY^#h^3X?8<NSM>R=6DVU6l{lSItUN}EKk*z51jqCRahLOBA4=Nv3vgyo8F#^VZ2
ze_&wYd@H56LtG$Hv_#cPF2m!cIz#Y+t+oG<x(SQ#cx~USQD&VweZk}jT3fD4;gO(Y
zw!NWYeFewfoI~uE`lp?PRT5k#vdA`oEH(m<#)4^fFk1+34c$*%6YOg`R$8zUGW1*M
zg9g3BrnMQ}TNxN4#9twKBfv+N4bIJw4-QN{AX=;)`1`vd-@ql<1EAuG6Lt5eec;CS
zt8z+2gyl66<KG4NJ$;m?@0T;FH*gG}N_2fhqp0R_#W^bYX6~ohC#_eK-+lOC;gTL8
zb#h`Lc*493(zc`E$y%H2=wFFW@EytBZNz2(`6VJ=Qn(SX{VAQQ8K)RHy>`C$R{Dsm
zAW-FLzCi*Vz)F0cCj`swYj<g8;BSPLJ|xb5U-CG1y!zq0`<A~q9tnJ_dsgk(n^0`)
zC~gYcK$pSow*C#@`Wi<*bqC+)wKx~<DXDcaTU+La@23oy_$h*;U9wlo)X}aW>o5!p
z@F+qO9|3R?Tj>!*Q?R(-I~FxPIzzB0rkv{Iw}2_a1~O79rxpGw0%qaju_PhS982X}
z92Ok~Ym_AsxqOxnmU!gjTKTrU2q6@-MF4Zk9YGV<bZ_A--&O$Ty8AWsSC4y2XQ^u~
z6eSf!>!%0PI!m^c7<%<8uR`G|J2*6=mT4iGPJr{+D|c9)aE-jMS|p}>UZwED*`Llm
zd};fI)=I8t$50#c+VYcM8`$opN1#dAN4{?Cj@0zm7@}Bc^Chw0IkfAUpg7)FXC?{N
zmq)dryLK2dGj9q7pS~`<AnmOJ&rJ^<aInqGbzqypl{W#GIdM!(3?!$ZaG34i&qqU`
z3(5l0#ZFqUHH$h-q6<|%<LD&qu<TA*>3Db*AmUPg)t;95m2iz|NAxDlnJ#!Q_f_83
z9M>fKNnWEFXHC6PMU?AAO!XkQ_oz5o=H{3z^l_2eyAGnKv@uWU!ntPU@rYk_Sy@3F
zHk(mpgJL4m+$HJXad*FC=jy*yPfldr)3*HXfu_ueP&e5&b=8v8Bz!n+`TI~S+uLpl
z`m^*HeoA8h@w`Fr9*9&Z6IuLRpKP|VBLCGZLhrCsvwxvFxK2o8;Me|pnhR-Tg(VbT
z+P*Iwpfpur_<6ikZDe!i(erPL!LVI2K<(J{zRt!VBAPR;doHi4T0L|D60ahU1W3_I
z!?*BA#Q$ho%ZNU&!F{i2Ef4@_%@~k{w&~2RF%<^cyR&|@ju`lej&94VDzqiry&JM*
zJr7|joB-<^ef~m!aS>nG)nnxkPp<aO%uEB@!0e~%f=TmPLABAb?epn$Dw)QJD0tHL
zDl5vKDJ|@ZP&Sn5Wd3v2RcmUN%OrMrWBU8KZ@Jp4A$MDv7$~w&G3raG)sfO!xi9K|
zMs7UC9kzsS<CknC9_xjAHyZnT<IT{1Z#?pf>M7+cA{vYNCbm`Ps1B=L#H4$ffEAS2
zMoItUyWvd?LtpXw%FxspJ!M#+8++V1SF#|9M%O$KmPi1lAppF%f+R@5qw)fv0S<MK
zCATZl2AK~ZmcfB+83YsYZR;Bvl3XvL0YE1;HT4GhCDW5kC49N@kf4Zo)LvR)^tZQf
zsHeQYSgserM(m{>@Wt(=6%_23{CNweiP>lJ3>J<XmNAB|L5*t>DkE;5jZ?wMsWW5q
ztS^d&^p)Gq9Vi4Mu}_0kdo{+TSKF8sMJAh4l^{vHVhO0Ow21ZJNViSSh>otO*jC%%
zr=1|~|515A+2y~wt;B<C{2-(@*w<gGIi%cR<Cximt6UGwF5?YK<SO)c9g`2Fic@Xr
zOou|{%x6d3@v>Q=db8E$wz9$QpB>yJ7-a`%+IM6J*D}PLHd<t-$_&(D(-wG?AZPX?
zaEgK0a0OGtK_rB}Nz`60P#V>Pg%L!Z;DmR*0~z&@)ifcC)o%9_0J^U!o7VhOg!rfW
zRJ>2zMD-hH9UIQfRio;p31h5zu1N4Em%Yz;BORq9mbpOpRP&uB&Ge;qP0Uv#_EMMr
zxx(*nd$k=Sn=cPuJRZWC3OGl&9#mAj+wHQ(B-MHKd`&y^aW@D(>XZG5r+Bi)Y5kFn
z1^ZFW;Ci(CI2kQz@TCi;nyYNW364?2i@ej7yPXy4yLK>*8jZaL+*7;8--NoypPcuF
zY*k7K%+%(GseQ9&`zDPDcKMfcIG-FHt+Ys)2m2_gCwqMacck_cTLOxDru(}VYrtFb
zu7w2!;LCdFYiuBC#nm8-BYiT}W{^j|*v8sA4#b%ONRtt02+g})EhIT@#>3n71756K
z5i=8$5zy2?CE1QjfcP-d>p?tM8#yz~LVbV<65kZI7Wm@?nPThC7^q>>6;R;s&*5zZ
z_APctv?W2&DSZZuVq(izT1Sa{sPwVa(7tv4HTD8k3$m3dzP%Bi<k`1Z8rl-gL>cut
zMVc@SpRpJiMIGL3CY_kge;6^VD&5Pal>iy5ScAOC114r2xRq#{Qv@uw+$bb6qBl(L
zDOCt=$%%tXJKJ^e@9a<Q+jWqrrCN4hwPIes$lrlC{Y-7DjiJ?8Es(VJ`^n<h9{2DS
znQFIm=*DensfJJ`J@tfE<7f5O*l&`m)fH9-qH4*hRk(P^ldI2GO^rG)CG{1SY&$Qd
zC?{z=BoQduy;xAZLD*Xq5XVMCLKlG*^wM)L48%$Ur1mK=W+*BudiQPcF4w|idji}E
zH*plv;TOuSPj4dronquu-@okY6#2K=9eiN+{xat3MUGROtSbE4yOqAUoyX(_k=UbG
z>qQKhX7QGWWJxCn<!8zP&(jiZX|yI{XP66h$6*&F4$u3d%qwAkhLP-?uE3AGU6E`I
z3HlpP&_O-BnR{KcrPZ6_oZy4ZOto@<R$^fA$NHPPxPmpE{vhx3!S7M4B9jB!erE4H
z_h-+$Io)N&?=^yvwAwhkjGkrr+H!41<1qM4u(y3Qg(LQ$K)FWExDfoMZ`?jtbKXwO
zB*5xVSCz`MCmCOn<x`Vrzk=#R*;Ua<o?1Y+8m%M>3jXxkOqL=QLfTE5F^-AXPRu?S
zzhMDauLDQr7{K>g4SQdJ%QdgYRQ~ral7Jt5wmATBpWaBS|5TzQDIc0e{(RL+#VemB
z2|>7lW}&85P}}d+Jm^wf>%ygsE#<!DSuIGq@b?<%?F-%w2rOR>_$HK&^+uY~e4ZOv
zkvbZ_U>Xhy_`9@-kn=xF-`~m31=Os=Gk4*tIrW-~Li+S~Gz44zsUa6J6Ki)h&xZ0e
zVI+5<hljUUchGF%nG6Ff0!;d_c#kO?Os4d1Pb98SB({fz_;-H~sV(nX3U|o_lv*z?
zOAQhw1$L3G-i6l1HDvh|PaR}*62UZ+y}34Wd%aY^3`@>9*a>z$nf-+Rz?vRgnXpJG
zKaAD5sW+;uPNxPC!E;VM4*c)N#uU&_T(;#!XM0`w&-!x^e10Cp$+%qDRmP{2M)(XD
zG4Ru&?Q@LS)n<mk>JHXk1OnHKQNmq1Hxxeh*v53e%KY3>u*mYbau2SwofK$D%pfx>
zTpd*D;I}99=Bkyn9y|Wdisqf1R!Exe<gp6vds$MRVum~^S6&upYoTC}i1rv}dz=cJ
z)WNIBL0!2)^#yrH<qwSdN$PT+&|5vcZGJ4?RQy4=$REgeh;-ZqG%^BA-iqOU<QQyV
z-Xy7glZ<OHqRp&m?6%LW5ERr>YVXPqYCQ<7ve7fQrV5CRd10gK&MAU0qRb)n`~tiM
zRsiIG+(~4y&!H->uKv-=iWNYB0_d(B`62qZ@ySVR@Ve-5_BC1lE!<bPsXY!LBXXvr
zRF_J;L{f6xk%c)=`iwl+ySyTS=6$}pfCKynU#slwkedtTw@n<@&EKT9+dqeEQSV@h
zpTk959AzWEz*D>c7h#>L#1(>{RJt}#vX}W!-eWN*NcETKcAZDx{j{ZB7$QY7ZUaD-
z=}Je`$wG><Z=)}Hn6X4osH(f5*QR~(>Kcjt8(~~J*rZ}CntQog`GTd<;h6}(<9~I#
zjK6Eu8zoo}h#6T>yxEKIIynn7!8K(xZux2b(=@;N09~|_vFP%235W0cD2N2gR?_ml
zn0C@MM|>D!mpPOqf|cp@p7v93esQBDU@3qRSq4#1rj-LAxqSe*8UQ6M8^9e=2-ti;
z3SM+%WDAg--vFxKYX*i4pn!znL<^6Z{%N*wTSLyEe|}AcwjsbXd}1Lk$zkUblunAH
zklhQ?SE*{*+3zhjd}zgj>P6nWKGN^o;o<kj9@?2@vZ+($wI#pk{5sJ4P4EULy*6Q%
zxhdnakGXVnJpwS-K%GeP(b*Z<1;l=AUQ%&Y(Lw>JR*CtDwFr?(H`B+CNsQx;uqk}6
zDSYU+IjmcX26urkevW3_<4jhNwa%iqCC;u=xJ)0CcOq<aWArm>f2=JU5u*2cR71SC
zmr{8~;hl<<uLfQ#U-dTV5WjgmDA38RZz_nmip6<0%){fiqG>NnF~JdUJ5?$G8;7yF
z4T(X4+TGoSWF~!{r=g|w2YF%<AO!Qs{fZBlS*suDFl7u4snPts!N8q?Y~mC^LzGaE
z`ddL;jYorH(b)ZBtq~=INnmh+Y<~nM?&>toS{a+W3E6GPVf%a)mz=U3e6yb~^?Koa
z$FTO6_58F<-0a93`8z#H8JbU8XaGjaDG4wOqg|wwM%!{4#z|q{R^NlORN;K@WK2TB
z+g*a}7J_B_sgtuP>gvk)z$NpR9Q5~<Hn4naNcM2<(v6#$!;QELf4&!Wim<tLlzg>!
zgl3sb8$%3L{9uR*tF95;RTXCo=OAMM`VQct0@Y(!M@bh4xzgu3J~-B&z!E*jzu7Q9
z?OUiX{{!VY|AMxyj)wgeJ6brI#sMuyFowvVFW}S!2!d;#m3B26{14}2{#9@PIT-)3
z!YaWqOIXtM4^;id>MvS21n0xIh{e~9fK0(_8@lzK&%fl-pM>H53%#HNMiW<i{S{}a
zy*p;M)WJIw`#zHX1JTtVufe4ZX@$+E+|4ClH69~Uu^iIXZ&C24-|NNb5w16e84LF6
zdz_V_0fB*r({WZTaNtfCZ+vw@?(INra*m#b!R{;nvatnr1bi5c4uy}1N|Q0|<=+?6
zl-l9;$UU?ip@*f0R~)-ZNATM%E0drmO(qGVqT3^qsN97b`4)u(VqjOGI=>fg6wGV+
z3XS78Pk&Y(nk;i()PT{U>Bx#xs!MpA9KDkoBfJ#Gq*rj74aVf3O~>j_)YGkK;^x_>
zwnI<Y7E8UU-P_LWj>NDM1h{7~Zi1#VTdV?Aph2=z+i9iGw!_OE>Pu#BcyRwxPEKjH
z6Vv$X!6pe-!bH%XN>l4azV=FAU;5_QP|nS{;{DCd3hFaxsh$y%Ey>pizB<f^GT}H0
zMY?<Yt)M8rZzt~U`>57r3%eK^W3V4WD~L}t!$}$OR&4px@+Ug^@k9q5CHm5x{L<}j
zC31+O^sRlZ9{%*1=K+J>kr4}eeEYcAZ4R_6jRePVBH)-{uyRO@4@yD=Lb@`yc-ghH
ziA>kV+80oo-lRKL=R;D<*9DHZ#x%q1lxThOY(XFX*Z$$2lz?oz?%{l=4M;cg!b(mU
zP{!X;6DeI0kETn)uE^>We=Yf&v+0J1Qg-5mQx4*2X`E0Q*e?694+hS9+=M+7@q(%?
zN>3cvu0>ohoqeb{spv87G%(*k=Lo^LP>OlgCQJb5r~3<~;?C~N)!uPbQhaE~A~&;(
zrXegJr`a#}E_>m~Dm_HpU|1Ai1vp9HEAZbs$LD0rYw+DuR#Z}`UrJSX{miT879LJF
zS8qU(rUNxRY>SGDYRh;}YDY5g!hK01nJrM-v>zJ_1tw=v?YsFXYdqt&k<IlMK<lt2
zjz}9JVpLFssnSCZ!l{uYH!BOFR2dx@iTKHQzjWMS19xQfu;;YHg5fHeG(R+05xyQX
zZ?1Dj<p8-01F_nxyay`sb2nV3<X36_xqDOSvOu#tl0H(vHY8_lO-M;A{apeB$#=Ti
zokKLAQ-97VLMb{Z(9%=<9VJFTl`zdk8aveV*Vmc7Wu*Cy3B+r(yuL^yeVigQVycfO
z*HA_Mog;Y3;vy!pUsh~d%~@H?)R92m&~s^Xj|gzxaiiNN)A;z6$kz@-F7yHgcJHH!
znzjN_yjZW%<j&X#4w{}p=NMQ;nR;YwH3eh;*#s~|0xrcMRk)&{_S%(Ss^@_35cad*
z*yhYPjx=vQ9Mvgbv}$Vl*45IPXy+!^y+Ky(ciz-~VKG~>WFL~``nqi>nb_%|Fn<j+
z4M~Sxs;^hNdbVc;PHS~8=mb4($s(sZmWIqrQv^7R)SC4!s<cZt?|AM6jE1nqxsX*|
zA4Z?#wbe?OYO#y&1Rj73%}G<K-dp8qnjg_xvGz4_d))1iv1Mk4Sg(rP1y8V$vqw{x
z)b5WCCx=Jsy!~=ovdk}QwGWd5?)SMUd|R#E-zZ<KW+oQRSO|EIWi5zhYq`BFt}52*
zC@@a_Vx?~QieC#I%EI-5RYmAV@6#`%8Dp|is}Wb*Xi~Ii@lvY#N#J#gGJof%&qg*A
zK6lQ<G+5`x^0o<6iS*q6dN-5fdj735iiB~qk7*QN$Dtv!S!&i-?pqT7^d+l|hn-8K
zmhxNX#%2v|fEV!H2bmh0GPHxyV%QF+j(S~5K0O;InLn#YfUjiH?GAE73ze5ouU6#>
z>+F>}sPq*kXfMrb`1y|4o6+ZAn<bzMSXD~<YBA4IGjcg>k<FU56cL1)@U)<aCF;EK
zX#KLIb}jki62k8TOA~m&9m~5iJ)Xg7k#5hy2U&wQCT1ZV<<hcWLDHFaJ_#YM$FQi%
zrp0<4mw6x5k_M!j7FvQI<4=fF<Awbl>tIy=*IN(Zl!3eqA5l03p^M-)hVORNYzsK#
z<u%9%G*_;iyR|Ebp@Iiw^!#P2zvZ8df5Jw3LlbXToj|+BA(Hmo#9v_~xv|!Ld93dh
zWo=Ow+4MNI3+b88AKMUtxl*oMQpGKNc)1}2SXPl1qvTV;s>B4%%)3Ghn>RzEt3^fp
zziJn6YmE%y70}7?kHwoV@6dD1lc&ZC*2+zcSw)E^Ip^%xzLQzf&{*AHOPmu41y*PL
z+`1Ja28FF&uwW_?Zp?Bn>Jr`_-p>+uUBnr;D0~)*#D1;7gW7k1Wkl}*)n+ONnx{qt
z7Z>C1C)5?%u82nLth7nO^F6fKT#p6}$-E>xG*uEOCxIwr4%X`xE2yh|#Vx5SZL>Ii
z-8mAizX^{n+I5}<wxl)7K?NZySoF}2sfH>oc`B)g_h<%HuCPxZt5rvJAgaA1Jkzn|
zg)SHnf|uew-@)iwo`2)c&cHwLql-*WTAl+ez}LAY380RdRz3{NQ`tj4UHfV6KCeLf
z`eSIh=yyCf-s<gmOmU;%>6+SS|87Fy_Wkc%9lH;OhG*cNY==?64wNJ}WmD%qs}w5#
zI^wFgij8kKVkqo*c>8O}zb=bV)=auQ%+d3(O)M&94wcei|IiklL+v}hpBE;|s-#44
zo^e^+j-V+_LRR{Yv!f)nrp4pusldQ+v>zD;cAGxsgT{N4{KIc*ueQA=Ohm{29RJ??
zlHk`f>N=aysNXqODt`3vIKMi^o)8mSe~k4^(84i~t`*c|JJ}&}ulQq>UcHx8-pX;V
z#HV%ZO8Jh7goy;l`W;%NW%=;P+vgc-@$)!_5m_nqefuQDz&o?zbl>dxgTd<OdEe}~
z6Jkg{2>ep>>@cX@uP9PLS~|oOy2K634QYUH+NGygJ$_VYxIf}U;W^_MldZY;oOR${
zCr)i$wr0-XI&9uTb6B;|R&Tkiz@c&o%Df6dvn7j?3EA6@<9vN1TUA~!Ymr36Iogni
zHB^6tKQXZq(?Wjei)_WL5nwSU#>;;!45>p#4~&QfqAky*R@)VAj-3TeRUfboiI7;2
z5JpSs5dBBE58`0i5xt7WM{o$ukqd*QFBxBr!9|V3SwG*iGJ8O)bg#N2$KB>;A+84}
zB!#=93IVkIz`u>{Y^&W`x+)>8dQ~OWfxPc@lHc6qFYG67ubnktYZre*k?fr9KmQP(
zX)H!8Ft)ZGzw%o}j5u&GeeD+Sf3L$Vk@V}#%cl4*`AEpfJ-xlpbO2@sa2VW#IA&wX
zo*pd9kXsdrZunv&T^@Muaz_Lm`ALn2&}3mb01%p((bhA#($Hf|D%TPXi_+ki2n7n|
z`<|cD1qly4iLp!}A(ru$2XDg2Ja#cHo>J}?$@lPHl$*#va~Lk>*d-K=7=IG)e9SVY
zuQ(i@Ijf&x#GUW^sdzO&Y_jG0?pFzhXTR}dIAA8cym&?pv`<fXdVZ*FJf^QIwHnYI
zZO2P#@KMU_&ftQ$)-hk@P^R_E_;CRtf&FL6oU-+_okR&EN=<K~0BU{(ku-Vzp^V9q
z!1I)MB~%WGw5MT1KGzH-2OfmwQ6|j!Ncq>fEc{sdN^fyE7MGzLvO!*^0Q>5845oPa
zIk&T6^>zwr@Pf4|t;G`FO~a%hpt1x4s63RMoSd+ckr92>hd+K<PqM`Ob`dsR#{T(g
zs~EGFRb%1ZR_o4R?$$qJNcUWj6B6fsg9d*`2c6<;?Z>crJV;Odjbh13uH66~iRkYG
zr0@ttS|;PG57C1UaKklAP$s|+@^vuQRD&gak+Mr{Vy?!HUC4ty_z_!{mIK@&R7{z0
z+1yt%gb_veOybn3-dxz*Z%#n1xRS714V)prdY4vl_P#S=Cd6i1E~(8g%D#)_8jwp4
z6D_P#9QDTS4@HA>z&*!q;~g55fM7}-1?@61Z%CYOTZ!Ef4Rpu?z`F}LUu23GH%79x
zku+<o;-yID{rWjuuc`Wc#KSrRp6vs=0n|#W8!Q|V178nfVOyR>=i#DMk}=M0tM35%
z?gtcjrqyzC-SFZQwPh&^%0(G5SGed~Kk=m3nPAo0%x<OQ{4wqqn_Tfi**W2$@z13A
z*TQfz&KS{NTU6_)<dqTpI&T62b`1mC4jq%NtN(2>;E?~fgOizNLTD6Ita*X`QOh!t
zKZCg^IjKFHGxbO#pz;+Hk8dQNR%-w<lR2mMV-T~D?!c9e>cs@!Ie|bJYpkZU6!MKS
z8lL9VHYazex%XJkt0LpI-&mYXixT0wBV$2I2exM`YxLWKRLLoAY#(||n*wWzz|z$q
zj=o=)%4FVKzMGvhC1%HAr#+N*xMw-)qNw+h^_?FEpAib;R<g_c*}0T$R@{97tkNq4
z+0vgckRnr?;z{<ZR_SwSvihaOG_jN?@bQ892i>;$9X!97K3eGKF(&)Z4jAKAYr~b1
zS*P9hTe@fWFw{aEe4J25;*M{`qILXmQ$=I18EV%J-Zq)*AUz>|+Cwd|GF~_&7en21
zfM?5__sY>EM5_EbQC?Ay!mJ$ozV`q(nRI96b*8nV{!Y|t#>b%O!5&t&m+$^7%s>1+
znRR{HXDKtAZ9#W`{_{af%$$E~K`;)dT(HB$A%f5GRoHa3+rC7=WR-ErOMHY9yPK%)
zy$T`MkBhyAA$9kJ&Y^@Z?a|P*c9v}S`$Z^x^i?yZTntQUjlEsH#g*l!`3F>XwxgLI
zNIVY;ABL<d?jrGAB%8L(v6vD<Tt@WfgYj0h>V4$i9U_x|Qj<8?pTReGDEIU=-jHNS
z=F^wqFVUdudIkt?=H{~2HbmJ3XYj73bM=8yjB_V=lgkY3W2J&P(Ltm&Sa_1ugV9JR
z0Y73eevg+$f3~6Ud!4FU8A&uRnK$c|MSyWGe3NxNiZuXJ6o!#1q2Y?_ja`OMoC@n!
zrt==RcOqONm4~?g3xeK{@v_`MXdc4>voTyc`-7?SByI?(yq$dA5`k%843i9usp3G}
z$-9G!()PbvSm5s&=W{fFr=a4R>vSNA9*YQtyX%p3eFevKl1!1uqtHOqE98-%@r<}d
z&ZnZv9(Op%MvZ~Rjij<>sHs8^=#ztYVTdYAp7b1MPkg-XpOJoC?|N_7`sw<Nkt)5I
zP?Y~PRK|R2)vmVfs=>z7l^rp`hnU~+u;ec-u1%%sjM&R^Y&IX@GV*d4kFm4C08z}0
zG0f}v@7-LvfCClHP<ice4qEuGW-o34&1SWPsx)T{{iLWI97@^{o-Tg0_R^5<3&yM5
zY<G3)Ib4h8%}LfeRJ{bM3pf_t-|v1=k~|~vN`t!gBKeF^UV#;?^`UvXUHKzLZYO8i
zyPN4hG&l605b}^)k&zQBq@RzHNMz6&u+j+9Ckau~2g_;D27NGW;POhPmol9uKr>iZ
zsh(k{j8iB{?`;dCLqFq+6|d5s>Xx#756fn)khGq~y%V<_@jB~&qf1;q>rouVo%dBt
ze=DVHp8NYt);5Wi+6l*RZ8nDvg6<J8^zZ8of&+DrcZ^5AtxLF`_1c(faHD&g(Z{l`
zO)jxopJt-mPY|rk;}>pc1Us{=hY)izGa9!2j{4Au3?*ykd4Vjc+Vsl@OnB~%Ai=`v
z(YAMEcKZ#^x<?bi8GX#+z9NoOg<VN;7!}DDXGS5n&QSMrl`Bh?p}XjUP{IzprB^%N
z57lcWWK*%ztoke+l~1`9Xw(A*`U4@9KTM5WZjhj4cs5?-<@LVm?aQt#L8<5qFYlF1
z;G-~+d=2#@@E5Z$`Rit=GPjjgERi2-^f^{PFv|{G#V`X~25gUuC`WR#I<7slU)H}U
z4tf#qS+LLt^HIvNHWy6|rq<#2e9|DA!u0M(y+Ya)B_;dHA1=9<FbM~|2CqQNW<9pf
zOH+QYfF`+sO5EU$m`qS~e>*-e_4LjU4DWZRJc$1a+PH%x(2Ku}*-lKeu9b44s<xMW
zJu!})TJRU6?Z^4uU`0c9x|evQa~9>>?{q`3OV^8dUGI7|i)^Z09%N(Q1k4x#l#`N8
zrSa!Pi4txV;rA08rgym^-!Ecd+*VfPlJBU+Cr(_v86HfDNa|=KMmR|8%AMGbE<dox
zTM|!Isnr}>M%dnLRI3y<*V&W65c1`R-a5~J{JE@!l>%2V$7S>T8Lro=-ly*7(cCr6
zRI~!dF}q}$WZtn{#jTuEVRGTOEz0(rILl0Vzf&iX^<%?z;^9R`+DN40K3ru-9m>Kw
zi}wl$$M?Jw`HfnhjuxDW!tVPCc5>~!h_cZfIcNLzFG8YazcN(0N@(PWQWt{x5-oPG
zd~7e7<eXBwU!P<%oBuz?-U2GCwd(=}K?w<^LqG(P5JX97P(ivoL`1r~K|zof1*E&X
zkwzLNL_it@M7pKxuI+cu_y7MGcieH$5RZd;_xtSUS!=Gj)}HgJQ9A756`i|<4ob7u
z)E-*_I8|$T#$St$N$}%;ReWdqd|i*=;4tpzP1=rIBjNurKyRI-k;-T=zUSpe6*t2z
zIT_~?Q(G4b{15G78_k4aE)#ydH)?Uo<<w^8k7f(iHM#h2M6Pli|2iAu+ez5wJ`P!X
z3XB5Q6)_^q0)q+pmxc$DLE}aGx|dlR$NPect9-9?QzbgAMT-P%V8Q=<I6nW7+Wfgy
zVr2ZmYmo|tOo(Qh%Y3UqBhYvOTOfbr+FiCQ&5@CQHID*vYKe;*#oI&3V+aUJ4wgd;
z-4D79*2i&`3wGZ&C0F$rlyZIzMokgB@)`S{HjlNwgdTNXPk8ybSROxWd>QvdILEJ>
z3Rh5dTx?Klnk9!Wz4^_Tw^r%$Vv?~ABfpa5V{XWh0_yUHY>YYf%_Ym4SIp?c6QwHF
zcgUYI++dC!Ez!fEW4c_OP8SvJ5G481{AR>n61v(@TLh_0+Lb%ASa}qxLnpa82fMpr
zO9|u=2QRn=Z0~&zkqgB8KDYK@A@bh^=Kj0D9Jw9R71I=Q`sP(jL#h_pjb)d7`a1F3
zR^FOM?PJ;Ujv5&7F66B)3)<ntlk{hIZbc}rhALoA4LN1Kxvwn)Q_>7|)^_EN6JAyi
zoSR<nQ0+x-<}5C5I-~rQDjh6!zZBc>e(B-e`KMe*Z@*b`8(hJ?W%MoOsb)z5&So5!
zpP5;l;N?x-1_~bqRpLEiwv_YErAh2)xkLa}VXGC-u6zHE4Y<IqP>z%Ad{6PHf9Ta8
z0bBhH0WusVor=Ww>u-jlR0x<4^mD&IJ-AJ{TKdYYvG`E`?zUs80;z71kC@ouJPrYW
z+l#R67iB+EO!>#CHRQEyFuFH-m$>+wm1{<-RyH0OOucL)NHQ`rX~nj8!O}9wEzeZ8
z!o%RKy8K~uNmjp*Kj{+P8zlmT$BR#L4+2J2v^ulC3sN-1w`W9Lx6Xc1?;GO6PtL|~
z%ErIUM!5`s+d6&M;a-cb+9jv^Cm7F-(!yY0R%}Se@{7r;#|rP>U2pxJ8A|0k6%b|;
znuTRM>bNo-AlDGL=zI9**<dasGrjY-Yjzm8sV~B(Et!1=hThuOy&t?6n<lGDWL=b1
zkiyOU&{j6~V_X?Qp0jJ*<-1Z<YJ?vxI?28NgtV|{X8^8}30_TjAtz?v@$<};D>W#{
zXcdj$>Dp*1ns%|EI1&0KBA6YjO1M#=Tl<*A-eB&zEB<=am<0n1|Hp#0NuyPj=9?O`
zv>Lx@6@EYO9;Yc)Gp8Tom&Ey`HBH0NQ_0{_Y1NYZz`%#CZSXS9yX>RfieV+1`P<j#
zA2}bEOiX@~iOTQ~lH9gxRnbMMY_A|=MeTXTM{voJzT{0&bB;f89YzpY?d5R6L@8;$
z+gi+*Qw_OK2sP)!jJ4SV4WdHAmlSWmdY6{c@<{ZJak6l+OTcY{wx_}71mA4NoG^IT
zGCIaf;%-OO|GS$XAp@1N99%Vzee1H@pFRzLJ~&77%I4N&k#9hihWgv|fvk36@uG{J
zmi4<pwe64c*5Z)KY^2cs`a=`afP34{sZDE{k3F;qZ4hP4{dJ^8A<R+`KZ(z0oKll!
zH2GGlEv6!vNt7(qfSt_$mSbAV%$U?PasFv<7+qm`Fq!&puIG4Nq<PUR^CD5ECpq;u
zX0l{Mzjkb?x2|{mXmD2%^cJNB=sRYA4JFIZ&t~gZ_0_5=Q5+a;S_0Eicja|Iqk+;4
ze)waHGT$i^R<P?PNJL7kpjZE)_Pf+;V!c0RXvT?Ac%M}qyuY4QFtLzN8*W{4Z%e);
zQi_+wOPQr|H7n*?rZ{c88HSTGYpE8w<SQ|ysrb_2UypJYe3!&gvg@whd1H7fqWijR
z9ci<<d}c>nADdw4rKlD)Z<q1h(8k9>Dmxpd*>U;%=sEl7qo2wbA}Da*C#rqdaZ*Yk
zdCkSw?bL2#jS`?^{BJ?*g^J7$_gZi|N%=c@SB|mdPHSEgQA_sXozwC<R(+eU$Vis)
zC|nQtOOaNE%htNAtG_)vYh7njm-%8Fj^Fc}V4mGc@^3e?ULcVu=j%}%l(>vW3nK{e
zmv5SVsR#NGWhMV?=t8BVD*4N;)fa@88AhGR{62J8ugAN<PXES<YcGZUJCZ2jP7)cD
zy43Z%%wpl;;p5Xyti|nTetCHi!Cx7-2R+q1INF6&xObIwR=1o&+KKzeTAxOFIekhg
zM%|R?$4P33?)3qSL?!H2DteXK+ZwZ(pK^Ta*D3FhnD9<<6Eu{L4(k=kqKOR)i4D(g
zliSi0O8luXtMj2y7Obpt6X3=d&Hu=&?bG<<T9!U7!={?d#-2&zC5OU=Uq78T+193Y
zGf)*x=bU+1Oae2f2O^lI`7+%o-Y~zheD#>yg-}y>(?Ei~Xskk6HfrRAsn{Ab$FJJn
z`%~D*VzR0czJJ%dZTfE^Cz;y8lsYFfJQVjKhvgY1)2fh#q4cmHuh|}jEkT2Lf?r)$
zTs^V$Sgi-vgc@t>CYJnW8jkPlN@3+%OBOV5;>5*fUFA?ZZai6Qe&tUwtXW3sEGP~i
zI+_E=*2eXuO}$vX<k`(Ubu+_jrD$C9zbrW#{83SYnQ*3Qr6+dT8VQmNk(bsPyY3g5
zQb4GVivqP#>FS5i<|pC;gzw>BR0(*vx*k^lz7AgEWr-UO22w$CL3;egcu~bo)T%~u
z(yeicp|?2*r8~nk_#E4Qq~8hi>ZD5I`4MIcT$kzRUlsbjLFwifDz)EZ%G=m+m|4Cu
zvNEUTRp7|GvWjPhlU0WnxfzRbd4(J|3x&^OKeVk${AqPJ|5A$gye)f9)sUibZmY2^
zVa1TIns2O~#b<+rbFn$q%ckPwP78sxG!Tg9&?p0q=@MVj%HmsHd09?i<J7jkB$CPH
ztLsL=ukyh4vmy5}frdJ1XV~~P(R5p_d~5E=``-5Cbak1huaoosjXE!4krB3N3JXjP
zGMzs|V<;-?Yoc0m58_GhrA)k=E&RbvtEC*ml7w(~&OI(-pHbed{(xeTpo&dfX1LG5
z?ijztFzo#8#ZqYi<GrrzM+Zp`YXk9Nf^LJU?%~|A6+&#?eGvIkQ*fR*#s=sfRYv|E
zQHXo?wP?K(-GjD=o3QBD(sk4cFXk6V1*cu+y#&Fxx!dZ$ux2<oM8sTwB<6-wM8sd4
zyN+({#UwjY>aaqDXB0wBT-ldX+*xf&d0y!1XBL0wc;C9;SpM^OrPrC6B@U(;J&xnW
zOMm*k#Vyr$Mlimu?b|4%zrg5OUe<W<fc-W@Rc?xg`FF>}U%xote;C}a4aKJLGds0l
zoqRmjN8q8lho0{lvqHpOjg>tj=W&xHc>E;Uf{!l{bwqF1l9LgG^TR8vy%!IL=h9!}
zYLVyI$*34)Vh7~iik2b>fj`Uzw8B5)EI~Xo0>#0!N*y;U;nmDo1eYp_SI%k|%V$Y}
z!!bUg23sPAGsd?h*#F{i1EjmoiTia!CFA_5gtmb=hJTWy(4&67Ca!pf$MMe}XfI7#
zqa>c->aV?2SJtdYd-+%%pAh@XXpJLbs)&zeessCzupJ7g?48?nyBj~B$Sd(X(>~<5
z`eE$*_f)MnS?17~diRdx(E;tU2=7}(<&D&$mVhdW025cmKM5zyDYM0#<+jh6D49Yd
zoi{%Akn{WrAFnDX!83kMTsQc=z`jZFd!pP8&y%^OiR$(})9T6Bn<K_^GfDC{z4_1A
zXK$<MQCB7+=yHUaC~arTnU+j&=dwt-277k)i@v9w?~_D#RMibO2V(^E){D|(7v!&@
zK%pd8Hb|FCBe*m&$DOM1HZRYP*(qvnOG6T;7IXLzYxr<W-F39~1!1WWf04-DEKivk
z^b|2Z+VI3{PMk{1Px?u!chNFM67}R0bE6CNA2JkP`Jfgmhua>__oZi#H;17^SJGn&
z&n=hvN-XIE743fOpiP6{WnyeM-tP&Y`~A1jl+LIYsnC>SQh<l%iQT)+nEl?SnNmnn
zal}WtudXaT_=z6GUDT?pOU$JHMPJ>E8YZ)VT3SR&a9@13^g!RnkTSV0DP=}p#zQQA
zxoyND^l*r5PB}gt@8NbrkppFdI1I@;5vwRCs0YrPPY1@ANa$t~U3fZ>qdvn7?tQFN
zMx`D^cgi&u#xf?VBX#JmEi-|&bb4=1(A{8jtiF{`MO{K);`*yJD)gYBl7kJxN}*5Y
z>cO9}QHU|GG2W$D(0GgSwBE#S=(v`~D`m^yH0J$>l8mh9a^__jSq5^_w~1)NbE~2i
zbS7!ti`Qej4aXOshB|~{+yoS=sVT1NO3p>B>XNs*HR8f<c4o2{lvHIEGeseuNYgsC
zb2On`FiZc#hTx{JkC_tn>rsXYazFdv#Z||p`~5bh_X8x1`FYO{@pvtF7PJ11D`<2V
zqCwnWNjZI{0$nOS`?p#BMtO|IZW&MQ8%HXseB8(|ndb}QE=V^Sbo;VXovJebHe_fm
zA*Ys-w9k0oUVhG|{lj?8)!ea%&{kk5eZde&#W(lXzA{$iiilmO#(RGMIwcs-g@Mx!
z%;uk7bXzJ{awnIw%(CM{iUzv#r-r>QHC{tOefBme&5b!|MO&aFmIwD{zVi#Aw{Z{f
zZ)@iV%2p7@o3zH7v<`)3$3JNAFjyHwbMOBhn1$Mto9mD$7%ZZw$Xilc?x)|~*HL`?
zHbVJZa-`XZpi4WydVXzORoq0Kyg+y2J8f5B;PbDZ2jWqxjc44Az1r+|?mU;0>PUDW
z!o-ASZ+Do#;ZT)pzWtOVzBePw=v`b~>5Qf7x0I^9xc6mLL#nFtxkat&tDkeO`tbX8
zqp1~R1<d%fkogKa=m)OPhiLTd@z@2PIW^|5_S?@`&qfEbhR^-8%$T(M^nl8Zjy!}s
zzJ#gz)`|#hPVLd&r*g7uA<upn{lQ(vSqf`g+B8mF%<T%+GC6RecqmPsvfEjqYdsS(
zs*>0H+LqdS>Z%q|f9B>Io%FMeo$r3h*>f_!3kx3MIJq5?WOsDkl?Fq)TExuhZdg)S
zgH?KD+U8Q&P^4=P(}9xqY&&KiNp+}nnM4EIq(XOfak2H?Z#O$$hN82>WA<$fqqdo&
z%X}uAM>ykGdktG4adPpy7f+B`@qndN>Dv9oNXW07Bli+m(hG3JQb|@ZUc88p8umP)
za-8vQI&jjw8$&=S`Dsf`DSPT#Wzovn!N9yu%m;$|x9R;p9=dSmJ3h1C%gKy&)L{zz
zq(p#k;!e!YK8Y%}hZ=H>LWw<sZ15a5A3KbJNo?cFD4AyzcrUYWI<Vl!B`s77XK=jK
z;HH{8@Y?*B54nbm#NoTebtGRmu9Jv51O;&uPVP{xE_$|%el0Qrs;Sxv?G3M#2GxBB
zAup7~aGGy($G_w>4G$=ri%tauxQ2UwxUa4<PS?MR@%v4c%t6!mQQ;=gd!e5qIdzzF
zKPi2;$;=}7m=IKh>qyecFi!4nTij*-k`V!lk?uLHu%;WSSv}ISHPxEUX+<rR4IISO
zrL#r*%C&{1y!Yv{G@Iv6s<{<3mE=Rd`g45t2P`jB9~HyP5;heq_~Z3--+R*4`}ap{
zIpqg#cy}zfCEM~{>w9xOFX!ebbJAB+-HpDPbz3B)ih7Cz1y&_*%Cb~$ij-6kE$lw|
zcydNG<Jqq_L5`(Q-}Yg@Q`lg0ioZ;#q?~ATCHa1h&Qg(!%r=`08);mtt<2><uHZ1H
zX@4dmf$wSF2T)hTiA?r9XFAT)b@-G0eqpnRZ&5N~^(;=p*zs2~DW1t2wSOO@G_n4>
z%FdQtB&-6NQka;Rxu5)4_(N0wQ42<k3orZzmxO0I0X#F0Ra&wTKY61<M5?H%^7N(c
z^~#01r)%Ht=OsPB!5%4MARBeZi;Fo#houcU?^P)aH<$6D+H$iUQJI&KX|XU(^tc{Z
z^h8|Zo8`=e)5gcw!_TvdS|I#>9RISV?i@-Jhx7eyptVq8Utc|ilV$Og{0sdha$Pbz
zw-+ckiD0nOoqu2BYM91Vr|iq_7W3b!vogNRWZ6sy4GrbAO;U#kER-AbObG2h3n!ec
z4Ay^g`SXsQ*a9&+%NMMuD8jrvdJRR%oU}{!S`G?~8k&_O+`x0Ya6VPMehtrxb3wB)
zgo<b8dwp8_>+XdXBGLfr&6fAk;=h&UpIFZ6)kf-@GPxyO{lLO@%Ed-9wIEim6<+HT
z&~EY4{y<7;guy`3$Zg~zh_ENzrei1Sl=D`=JO`mxUEsfPdz=?3Z}N+>Ui&Xr`if%`
zPojz_b;`WwDAy`}E_MU_WCM9Ia2Sk59KNyt+$F$%d}rHnMCC=**gkoQjk@}5QIQz=
zfbzZd(URy`{D583(HHY?Wo24oV;)-=JSdf%-Au#+qsu$ra*dPKHV<X{Z6lKA&D5x|
zDTdUKa`OKuK3i`!vpzQ;*%b8o)fr^uC|HR~;#u!ltXklt%<D2+!9JVUNT0#QKwdn)
zoaNw-yH9qNJNt6oU<hl+>)z+$=B;!Op~e1ud1yIhb-9m>Pv8*c^A{;G;wY$#Fjdt9
znz)aW6fl*=#8jpf9A&@q<Dz3meI#VQhjB9|ZrtL-m+I-P-{t-LJ4Sb76674R2}ew`
zBb>|~6bwg{<$beKJN>IoN7bD9241|Nn~9&B`=-T|GeVHf5|Ngw$9Hc$QG(%+|J>?a
znEJE=V^hc3Ab%$Rzbng)tn63iXOC{pJ}mYX*UhLuDY;%aOi$aUr(xlA*Byu2hJoI$
zRoZ&ieneThDtNq1cW8|{Gpisn4*nGxrBs(6S(_)N<L<EkLzP?ZY`!qRU0YpRQ`D<`
zUW*FPDq&ksWo#~dI@@N-44U*M9lW`B**;r1zq?Ro#_DF`)nU6~%XW9aRX8)eyI@|*
z_NUa?$?4h0)4j*gc->PKnjH38$@6eAJ99BZt7|&89l2tYDZbgNTz4RH&1Z(PWfNCX
z`L`u^;t=$^Pq+Fyen)YZw8yl*3L)dbBEK*5Db0F_VZw{8RhhDx<VD8{`wRP+Qa%}t
zb)y0&4hHE7%CYA`p|@cc{GcXO30!ON1Q{6eCZ{)fl`d=uQ&%X&xQ5BNDuErt93IkF
zQ76nRY|klt;#_&HByUQ(1g!-%+}}s?>O@r2AA&EdmZ=66au>&>Map-c=(&#+rXMz*
z47@N%BMm^CB0txg&?WKiAUFBlA$-|4DvB{2qjwh5`rxX>E1U$*E6&3V^^|7pZ?gkz
z`D!LEz7}xRB)CnU6Tbd8((pPVEgH?~V>c5_4Zplw3sV77%`n8&Mlw&&H6dx{Bp1B;
z=rc;KRS<KqtW;L#mg11An!+<pIhZ0#6-m*YB2yPDFPoF4?9wi+&^$7}+8FFM<=n%R
za9k(+ILh<jSUQH4#G+5b;=bIP+?}cz4GXzDPR57%tQ~<?K~|d=U(9%3^s;}5nHBiS
z2c=BYv88bR9%{YgZ2RD^lczQOK7!oGSRToBNBsmSmm807HXd)~;J2D2Ie09LTwWVh
zs2OouHp0!HlDYU$&O2L?(4k8iRAX)3X29{hGyv@eNgY;j;kJAJlwZ41hanH%;i63r
zbS;_KiZpA|t)Bs2uTn^lz<$Fn(Cd3OP&w<TfGxVXr6q5PqVnKjWg~Su{3$9L%fTbY
zyrEEXsYS9U9y?n7=h<>LS{@}VyJGRzXC4tjAN8!t?5U=#@G*FAgl!$*VcbW<cn>tQ
zqGSHWF3o%OB6>2?0Nc4hdcDzr@7`=TRf=ah!WOl@@}2(~(~;Y76jHOFxN7!qjy0kD
z8~u~B@t&gIB*VUQ?3kGq@gvimr3xmNb7FgXv&*|5dfj~3i62t0CN*1FoZfirMtx2`
zV|HULw)9oWI>E|bLf`5(YD&sIE%Ga0g-<Xu_h&S{`jR*3oWH&6TGc&ry?gvqw*b<h
zL4pPqo<$g0!Tr81bqSmwWEg7hI55_S-`$0$9r9)pwKtn~{KIp`eE}V(8AI6Jdd?`%
zJg-@Mq9pVCR13W=7P_$pd>X6#^M$bkA~kV^*}|)wSDnyLY1R6tN-ub>Byh9xiM(s7
zO`w?`dpl;-V!-vhbUCJQR$t<UChyjL8v`emsW0!{>i0x@)C9{CyVG7&t;F;k(>^4P
z>-J-+axG!9n*8*v>XB~tuJ?3vPClKAIw_vTP@S{4W!cd1bGh)okyH=8Z=4FfzOssz
zRT^pH>L`riciiY&n{DbouQLo~j7G+Mv+%CmY>>C}av@R~IHg%W+-jxQ{hqAbUx@A?
z^XlrSu9LgPXS^}_^6zKn|BYc<AR9GcbU98ymqKMWSH2cM>Zte)F9}c>z^q7E++cDi
z&mH*Lazg!CTRosI@BJ6u%)4<1Xtc>66ME#(1*oCL>0)O7v@d95biZ~LpHTyKHa90O
zk8P^k|FZDfh366<Pt%d2%Gjy1p7B|@ed+j%622Q6RAF00+D<1Mxm6YrDBqX!4|;Y5
zDmps<wiF%Y>`|j6iN`JP^=~(8H7tEB#Bz{;hrOR<pU#v?l&Zg*-1&~9R^i!l`y$rd
z0s3~0?_mS&rRgp8<U3EBDd{_isbqHC#d`NEc}U#<V3JrTCa>rwHCRk_{kEVk(b#_}
zL`f1|p(Bb`{-o35{=m8)XNSx(dFAn{`VRsezZO)yuNxu(nw^HjbbB%+i9Jby^cg&I
zw-*ks<T4g@T3}&3k*RBnV-20zTy>5$dT^b?WlL{lQ+o1n`;S)Lm4!WVf*?vO(Aa?o
zd_S$;pR`iBN*8U>;7-V6O5ooaYUd7*kmD5doQ}`8Z@DQ_<JSU^o64dS6U)pb((&ZN
zB9+Z5k@tQulBF+}t^M=X`N{fKmBcM|0)sdV%Kr{RU}<oc8g>&Psv2J4wEiDejrnM8
ztJ#*T_XK`=9(o96$tU-LkhYwtD5|8SWP)u6xxnF1-;B)6b#IJYEjBz(a&JOxI;D7G
z@uV<IX=<%*br8#kuuvPD@tI!@MkV93y@l5~Z7->@j>qQu>zT{y%2v(l){l|-{NmQd
zBJ0z}M!e#>q?p6DoLaB&6Q6M-N6!9uMQuGfRmp9yRVNzmG=QhA5;Q4A^#w;AasKTT
zc=|DgYI3!Q*lwY`Ol7rM7Nj#x+Yd<ciR}$bpI31nO`EkFR(@aid#+)z|8(k4pV1_i
zsEitmk@Q`L;L9Jz%1-iKi>bE5c(0O9bD=l!z@2W{oH(nb9i6>;ee|q>uIea<GJa6z
zn{fr%V^jT7?&Lg{r5TBo$D-e?{XUB9p8Y;kshYWd8-=iFg^;);=dLY>{c)M+kAYqa
zhVs6b_@T`k79LIJi^Qcyde^h2Rw+qw8@g8yRWQyvji0RBe+^QqcSLm<+*p_8V<@MZ
zy5Y+t{wRD9e%dw=X3#<<jbY+^=<?f#XBGzi0;E$Jsqqyg{h3PGuY0{2a=nxL$~GJ6
zo=<xu#B-x6?CtYs7@j>H*pgl*>!N)a(<T`mR{v*Az^dWrud{QVH@rWnf-YqL!%83s
zxpbm>#_KEi1C&gx>o^QNX=`u4kC<D^C&|F=t)6yU^*VS?cEvc+5iwmfINX{=o>sSj
zc_ol0iFj!LyToQzOiB4b*fU_XFsl@eJ?9dy4m1k~@`)+wL8v9R$LPC#-C0`gR6ux!
za<S0iq}3_4^Dpz(10iQYuW*bHHLd}*-3A>SA?=%c`hNS<HCB~8_*Li!(TgHXmxS)2
zK67a(mB1*^&Wa1gV84a_v%0^5nz%&cY-;3m>vu?l)y%c#r<>oSu5P+#luj1x4vt);
zTAWlpwP`i1N{R1{VVx~zD8HOP+*5SAL_ahYkTsjD7iPtszRah8Df0yxpOh)%qgHlK
zhpCW$XhP82I;qi+s?~)nD9{n9_+6q%y@`%?4V(G(`L)kJuLg%t11~(U@W-)l+Uh-G
zMHk*TL?;$!_p=(O^HH76beIr&@3<Kqv1&$Aq9J5{f;voPCr;|0G;n)od=q!)%ldAd
zW%lZ9^Bb!lbfO^~R!j0`PA`hWUpo@tJ$7M<D^k|vxaRo{#Vx#uZoi@P{zx<-BV)7b
zK2D?Z#%H6T%xvSE3#%7je|)F?mBrOhe#;M&pXeg~pXbl0C7Ul{UhzeqLt3isg9j$b
z+4WISK<WM-$h<CqT<RP=eVq-D(w<EA!;?B+3N*`O9=yc90L|Z9@(e;JYvnrdXczJv
zrNF_YeZa~34KAeu$%swIVBdN15bNj|bxhjvOTok99$Fpu^7v=tOl3Y9X}Mr$iJ&x%
zJZfI0{kcc5b#&`hz-ZeqBgb%l*IQoI@jf#W-!|!%cHcA|9AO@|yhKgLH}9bij6FL?
zvr2Xi7oa`Kr^H6bynHD_Us5^KRhtnWl5Og|QLuV#<k0KUIf}iW*KeQk__#Bk2ktba
zu9lS>`t8Q})t?Hj9;B`^IFtvfzPyhkd@`J~=P5x{_HyhJXRlut%z|QZvYrxC$qu3>
zrs39gQSm-hy4UgY_WkucuZ4J|mKizOIU}(#)FQv%dKDcs*JsGt-TUj{2jQPW@kjWJ
zX(AYL9#gu%^MmP@goRd4(LE~3KI_(1o947ak3E_^b?LgO_|sGslW@z{BYB)hq90H~
z#_4$c>pJ@T>ius@9`=7(pijd+VqrSJ^q$9C!fcHBPkV85AkQV6*C!)AUaQYe_p{u!
z1n!C5Sj8K@VE9j_tdJlmK>=TD$|{So7Gias>qh}7H-&_f>NaYFK^kCZCBN8iv*BRF
zUie=9)+H3MQhPeYiH)e;hYKAuB6sm{r0Kk}pGopD-JQ@x_OUbmZwGV1+NE4#n6@r&
z>=pg84O@u4MI1YH>=y3vskx18=$s8nqo1AIq_l40-+RR{b8_bQ8ns7FTV<*uK_`ro
zCqkiFp8e+?BFt-(R2i6;(IR}_<iA0Y%XyRQr<JxDfx}0{SK@|J%T&A3C|*dGs^H?e
z>wt&iV#bm)TI$)<86qEwhj}}rQ=!iMvLo@rNuhRarMyaW+Cd;2Nq<7aj9WWpvn~gT
zy3~AEZ)6xhqu$BB*Xp@I9bId`o6wHdAXm@$;*h$PS()k!o5$umXL-e5?SA>iK^DZ=
z6o+}waIC|x#F5L&i}Bo6HjpwhJ{bH~_w1?Lx;TOI$TxfSX9ZtcuwFLAR68)G%ke&M
zS|^^<u+KT?`HzHDn&5k%%UdAGkIHU4*JiZJARC9?4AL7-{hlrjdf>kE7*u-W1=ll7
zDL|e7XU$^Li{<Z`A=HA$J`-wxpWVNF`EtbO?(QzWOVhgOcAru`*X;7GygZgttMQ6t
ziuHj0#q@%^0-L8G(poYGvnsS&@d@Sol6@1X4>X&fqXrOCm2BvtRQ+CfVjcfZX5;V~
z)i*1i_3awLwV>7eVzgqPZ>B0-qa$m>yo`1EHJSKZV0WJTm5e4vT25m6^~bjxrfrUW
zxc?faV?UjkW73h)6XB$W+!XI>#(cwASd`V+ZR<QdG`lj6MrU{prkiolUivBEp0J15
zP!?1ft+N*9WU!UE*Lk7~IjO4i<ZG+x`i?YQJf7v3a+)(ysxEWEP{mNd*9Q|sUgrE;
z#Z!65%_~;~ddJP%4s*v#FKS;7*QKp!DG^6G@*j-m>4%T-E&Om1KltRA`6hqq*DA`A
zh3hVz(!35UgFmT+_+S&2F9w+cQNT><;Y>!Z?~(Vdd-w3e7n_BAQC@Sg{!%2c>`O{M
z3JBK0w@lW#n#NQ^{n(ezk<~{BfBo}k9ejBDKVlPq`GQa?2Od^_hH3^kgS99;G*lH_
zK~E+-!DWFsrH^+$gk(e*1kkV*?lt`RE?SBE?g@#eVZ?v_if*k1L$Je?b8+H;{=b*;
zqp|AWFT%GyJpTCT=;CqfuMW`OTQR#S&{KQ+ukPwaS$NjOe~O9$wYABb#i!&0T6pdM
zJ-F%*ZmUp^IKU{*&dv_+a>fUgLy&of!Dl{#UV@ACxj6%n@xpGNYY$!qCv+I>T?_xa
z6SPn07YolK?0*Om6A`f+v|*ySfsXH&!s`KF&(D*$+#0~gKIzXN2PI|Y`|;tu-q#oG
zW&Zm-wp0<ufJo7s5|FTiN4QZy{(6RXVzcyUWQm$0NpF1OgA^AR7d->RdH;z??bNF;
zJv{<HEz8Tw@XXu?xIuD3v`?F#Zn41g{q7H;ZdY?}kYJQ|s%xl>zv+bJ6i&yR2QR=z
z2+zg4^U~1`Lfn4_j^p01igNP)D1MWWknpHcK9&G`30&X5*(pW5e@_5UGTxe4leMy9
zt1a5(x-a?Y=zRa5$qrtp|Aje<>Ge@V{%R5etEJ8JA5FrJSsO$n1@s6-yu7@I_%ex}
zdF~O*Wq%-)<DI=$srByzZx8<`<LN=hBNO%#0N0}Wqu=r1KJh?FPgl1W)Kx-;%@#mG
zA~=$il(ZbwC5&1tiW~N|P&Vp!<sy|Lc0ijXtWdk!Zo8dy-i8-%GyWfCxe9HJlcvD`
z5Z@An-Oo{DdX4lvwx2+JXp_8?2=<%0k9Blza2WT|3kxTAQoG+Z6Ds20tpA|?%rgox
zJBCm#{^efNsU4z62hfQX_5>M+5l%dh_3x&OvwOO=4zuuZtiX=7+&_8S>c-l?Tj_?Z
zp<lZdV#+#Q?;3LB;d{VY0mezL{;&%W2Oh9+|A96hP_&9zg-m*1oPlX&a3_s-!qM)c
z{jjQfss86nuv_qV>;9qcE1U!7yb1r)`x~bte?HI#JMaj^1NZBu;0}P4oOtjmm@tDJ
zISqWw&{`$_=O^bhY*YS47Pg!b*Z)T&>hIT09OKO5U|RE^uHt`wCXE<*>hj-i*Wa&I
z@L~P)c>KSgPa6iJ<p2I$Aw1mke?Mj72(!cg=TndK;aS)J`zftNbkI}!-`_Q`0tNs7
z`P5srJE;G^E-8&lyUY+PJJE>(3k!=kQO+NqrVo6pC&qgTPTqa^;G1R2$_D;|mhiab
z;Izv;E}}jU`w|`24s<wPbN~u{rmWn`T0JQS5`*Bz1saT7ox<l4wY9Z$BPO;Ai|gkn
zn=`9t*`^c_Q~A>@h1J&ozl5OL`Rtl1i+lx*?TRaL^@=}ggT~eeIljO!Dt?3NiSDj0
z{a;-X^*di!&@a6*a{Q%7C_$I0V$LI4aovs;mUoo&NN~U@M!ODm?&Hz^gmo;ZDS=a6
zVlZ3n+fSc(jrtN0xg{n>#-Bg5tu5CXf*Rh2hcDuLA3iGIfs;))O){_q<sSp=@yJLb
zK8GbZljnNXg~i3j@Ek5;^AbpS=K&}pAQp!&!Ua1Zb@l_~ES*@FDB0^Q@_lHH%hq(d
zL$X=z=jZomMr5EzSzfRm<o%b&D_KCAm!69&N;aN*8(e62kdNQ-)(>2Fes%4`yKaPc
zjr&W_T-VXjQDC=+1BZ$)a!_745j3NiSy+(W`w8B+D>%U;|NgeOwJU8`9GD)VgbgBP
zb>wNdh-QVu<1dak{YK;c`!R|~SiBFaxNnaqirh>AtD-y$?s%<IgC`mFd3jQMO9PKI
z3)LzuC#rs!r;O&qlj+DuwG+qVtB5{km*;L5T{xpi1H2@w6<G5eFpHcm%X<egUkoOn
zXQ1qXbu7)s@1QBX-}P{SJh2sKyiV35%u`H^e)q(#z#cMJ6LQ|rd0DEVVqlQA<JJ&i
zS2LqE^Erv5W@Ox7fic5F=vg^Tn5J}uQRSoTEoUc-e_4RrneV#$JC~*Cli1PO`46ig
zlb5LqPp9m@vaa~z3%#u;>7)+tBs|g+BK5l_OYWbF#5Kp=ULJ`vZ@MsnSb{vNV_4GB
zvX@tzj(V-h*!4v+1pWgiuQtsf@PFJ5mne;jZy{27X|iV5t6EuV8y1s*lJcwI!6aej
zMw0smEjM>GRCwDqT*_;+BK`3u{C$E4I`Am=V1dV<r2)jt?8_G^uk#~gk&WuAIsLv^
z6MhHXPP0mG7M}QC@R@svVliD${?1+YM#JmRHxZ}`rnmaw733pxU~~7R-}}53%#HfM
zxexUk`E!OaDnu47R>1Ya>PRt0vq5P}WXrl!wcXdp<{UWbkeSAPKmqf<=dlAKUJ9C7
z<~)lr3{9yMshjYyi4W{ZZfzbAMMY`6I6t8qqqn{0Aw&bO_!BnRZ&=sq)r9plc+AF>
z@X3=W5M2qf2gxh@mK`40{d!tuH6<k~D#}u+u!ij8SRqe71Xj~{9j5m5PWx-zCAm47
ziVd3+!#$}y3pQswSm}YJDEdz@MMHz*xBg68^sNG;A9y@K-a&h-bMSzwXTZ9DHFb6m
z3{xdNJOoyM6b7SPw3oKdZ<pB4iwhn7B8<NG46hjiF?*~GV#HB6$u}@g@8fDQrtM<}
zP6mj3IB0CJgT$!_wSx)k`_?on<oZ#-=g+!|jgHQDbab?fJ8d0&vS))>irz9)J}|_z
zZrCHyt#h)>R0~9_EIuht_4rYsiInRF1qF0toVGr2vKw<oAkYbHw-H9*;STUsS<m!=
zg{o`-9u;Dwaq~c1d*u5=bE%EWs?VDTyRgTh9a~?YfE4>)XKqEG=CC`$Y4E!m7{+;8
z*>6$F;@Znm`oHQnyrkdu_WCCsHg2oQr=Fgk<tYigZaGt~%<wGa=7EHGEYN;R*mYBV
zz&0F0MZ?I<oCZFBg_8!h^keHzF!d}7*t_i!zF^z4i(_^8EnVGrl4Ulh8`6cO+Xm#B
z-Y7BK^?4sJgJSO-me<9}%wUuEg_>0&uMUNm{8H`on)PeA3EhTsh)E@={CZrR9fVMD
zNx|yf-Z7oTQ&m?-n`KJTnzO69HSxA;0TxZaFX17ex(~<4Zb&rC{HXWk{cULkS5#J3
z7EV1brNOYf;F^-FpgKD_SX}t{%m{9zivTqwc9)gh>~EZ*NO=Z`uiA+)T=SKPkMz9;
zqU8Qg2zGRdGO%TI-T94g9%yOLADkS0eRkf0ytDJOP4DvOtyiq-*0~XPlP+!uVf!*8
zj!-Uiydl-=B9s@nzU+hjMhpdfV!!1o-)RKX$u8yhI~BhMa#NL;K}&8P7SITQu!xHp
zyX;_zRv}^@hMY)P9-l79TVZ;6l4X|JgMnifMj%<QqOQIR9v{1)yJ7!B(^#@(j*I~N
z&8@^Ape!2{ge`Qs^+?Zkfw=K>N1B}2gUI|)a2q0@&FOaMF6iK+&h`iTUl?D(rw;kL
zU;rw+haQb;=BuT0;u@H?=<7!n%OLdOvR*lY;sTmp;M7F=X(3u$E8SG=#va9Q3u{QC
ztrez&h;;!{P{9`b-NVsuk@<tF4yRQgEV{sQ;iGv`jX$hjMP)qw{tI{n5VqfKZf=rH
zBLC+KDk^Pvl08~<ou}GgU%rYMkkNexLZTdGj>Fd{s>^|cl3^gM2Bn6K-BM5+`Li+{
zjF@uv3!Q{?f4Ea^XWl;h2NYbko6+!7{wCr1V0bEe*+D!hkLsZvJqltLH<%?GjQuG%
zUAlGfyKHip7wn$<IKGeq9dxthlZ5~`qndc^Xx%uY*f_zUcJV>j6@o69@q+x947V%-
zQgm*VHWS`Q#2HT*s&W*BQ~?312k^69ju8<NqT=FLfJVD@4O72-?ALB8@l(tiDl?a3
zOKbU>;h~|mJ*<ZV-0&_PQF@Yvo1(OD?JtUKG-XW$R#~4OZab`xM}arnL%Z{~2;k%Z
zao$F*`=gE>7Q9i5A-9^D@uaiFa?c3&LdWG=IU^$mIM;&x!WRO&i~WnK0o0d}VAVRk
zqk^L2xi^e*!~1l5(zcTdu^m^Ge*##yUF6dTxVop=t%~~A>4tJbM~2@A2bbZ-y?OHn
zF{&XVArbF8V#-bsE7ofmt#>W|MIa!>g}zM5M+4aBE0XA2-dwFYKVAjnJ7<@*($3Ku
z`#TV$+4!9|EEY(D=?Y6q-eD0k*nr^MeXznrz%@w4$bxnZ_{z?M@0{^Sk#6CX%(n2j
zc2W?)t8e-0_uT$0iMqM*!CRFa!ranpaI=N$R#a2#kf8B&$cSUvzlj>`l=IwcHhM=T
zGBQ#@UA=nb;oBz@k?-GM5`kF6QvG<XzY&&l!4ALb9_~TP#5(9W-{6Np4pHFeu==x?
zUm}?R-lUHyc)&77qdhb}p*zr;0EXZ(3ZmU8vcWa5&*fQGO8a!c;n=^?^90G4TeGb-
z;L-aD<jD{`o#6$m()Hzw0UWspmsb_V1}jMT)9;d81ux$g@P~)E1;C)yvU;k+AD7Z+
zi_;ZBolvZSF6jJI9_<^bxXNb*;M?*+UMLnq#fZRGGaB*%tos!lvgU`239X2(4#e=U
zAm>GxdnXKc#`{7L`9N+ph-@wb)LaB$_Yz(x!KMYPe!GJbvG@7AqTd~<nr3KR3nPP0
zac#j&L`hY(y(gAqz%g;cx=C<H6D1U%@2<|LYfUrvlJN^gE|IK%gSUkeBk1l_?g$$<
zXk5GkA6NbW0B(iVqc$(c&FMq{r4PK%PmNHsAc+3%PnQ44rc2Lc%CGe7S$`atxeZ@p
zM4yVS3zvgO)Bd<QVy*#K+R)BK{>#gpAMa1Xdhn#VrGz4kD{PFS)r>rz0F(^YwK^`d
zZ;*W%k%0bL|C$e*ZY>yQx9qP^909Tx1&_ZPNc4!lIm%NhsarfeA8YIv#l>;f*Sn<$
zgihyaF7zQ;Mu<FqbVmg?4y44)+S)kSINRPA2i}NXE+CKVDEY%uaL2Yz&U)f`?&TGk
zTu_KlBd;0)>S$E_PBwt55D#($rW%xwp}?D&^w{k+iR*y=2V#badMlYJ?QBB5D9zur
z#`|Pq=6!TD$&n|b?+K2nc$~8HNX`JzFOilzcWrDpK^QPC7+KwV;Fh-Ri-(4RX9&BU
zh=^zl!t8a}P`5wov;+~eC`b)JmIvDk&1$Q}U!^9u2}(=?AnVFQeT|%X7WJZ#NOcJ6
zkey#tYSpZjebp*{mG%U{ll6AscTl?D%@#hx@|ijP%_C8(Id{`Et^+o?tgbE<K0HT0
zREq?#+FHa!D^ATUaWsB>TniHJXu;(CwoNbBh=R8ESI9(f$L{7P;#K=Iz0q@D=VJTx
z^AglQp$$$RU(bGU-{^Vx!M$)@1JFjWw=>A0J#8!)l;g(*%vT}EdYSNV5$t{8iCD*W
zEd}~3>Y-i1xyixt0ZhJLJcxDKA2UWACwV4q(2_lNus{eGarjbTY=e@TP*uIcQa1Um
z<raW{*umCYYvuh21qv0eZ?|EP19!69N-h!9_Z~-fMWD53)pX_r_oMUWM_qAQS={Ud
zJM6fuZ78-MuSnh6Plp-~^tpBbb$*D6Axm;wVcKXsu>#ahiS?a_Ou&U5%(qx!)bBSO
zJX#{`C+9-BIXNbwzk?s8fRAP7ow-M;*ItRBWDiP0oPsNju%r}16Az_m&&^KyOQypK
z86rGRvowpjQndW=9xLlhkchkctTBPo>eDN*R~J8<-W)5x13%i6@bCjDJ#B4zU&Mo7
zCR^Rw1BCenE3@vtKEUmbfin0E_<T1s<KEBotbhN1ZO?!&mn($UPq0(9>jDk%Ap;3t
zfT;09AfN!!a{zM!ueo!ym`sR?{s}PyIGhd8u8Zv~08D>>Cvq5aLeI{^S8~XGQ?-t0
zE#99vd%|_##CAo{X;zvMLzQOuEkzW017qdJ9EM%j09U);z>~;t`1qpxRZ=ySOcC+%
zU*FL_Lb5u%Ed)gsH=W0|w1^$=t#-m?OWWDmnKvfBXn~mC|LlB+6r93qmb2ou);=K(
z2c$!RU`-qLzqvkrb~8*dT|5HnZNL~XEf2|vH1gv|4!1uhVB|tv;|;mXasbvx(#(t*
zU_?q<+Uw%R;~*yGEPXH~1!R*h9@TU>7mOrb#0d{XS9f9e*n;g{nbj0ulIOlAVh?(-
zG4&979InfmAL;K%^Ou_rG6<dhQMPJ4GP-&CZ6uUux(lH0Cy?AkfXuC?WC3dY2DiPr
zA!Ydmpn}r@2_wu5XmKHSX}jQxYB%LLvW-Luz=0C4tLK)G!;Hw~{RMXy*6z|VbpZFg
zpumB%3Obd>OEXQv$exD<<3pmxE${H4{nTaGbEwue!D$^xEgWhA-kl5D=13-G7bKH{
zn?nr<VBW`}%i}mnzBs)DXoqsXGu#*q51>?7dfP;5yY-{^S-<f4HohJN&!=OuJX38*
zLWU%DG%<5d5+&m~`N?)@WMmg?Ti+!l^gy8D1t)V!P+f(1_8S7k0$lk5oSI+2ahQcx
zJ6I^EO=(q_MDW44MSWdR!V7o={%R@>fJY0b?v|255>Kq%YPqTktBQQxs9f`<p<zyW
zAD?t@99Mp2ymJqt>P%cRvH*r7;p2@^b)U`Rdn*8S`^BI%2Q;u9R|~82;^N|dxT1CD
zpb1(J4-c>SQ(7rJ^2brk&CUH{!JQAR1sBkRdk0Myx;0Z9KRoF=-<>6L{H@Cs9U+hC
zV%YaVUB(}MS2GRq1stxneirraT}qEpxs;ro8jxzr{elMx*yxvfSCG0T2$zx@dF@Qo
zIOLtB7ma}0DvRu(3b39-C!0+)Ov(JtMRqkhE09gYBZ)~#^Ff0xzoLS354zwv;5?BF
z#jBp>Oyk+xMw;!fP=uc!b_z4g4n|H{sndA=Q8d)`@@nLR&=;9yx&qyEMW}RCrQQgC
zMJx@6Qy*b0?77iR%m7GY=H^yQgdMd4iCvZ9gQOs2h=}>O>8)U8Qot#zjFh2DQk91%
zMX#QdnL!0EHOLv2lvE@hLY8V^U=Z0ls}M}W%BLhtg7JBAmnkz6>V}B2ti?|`IZw}y
zN1D{)vYtdk;>!h|P@?JxZbMX-sTruI=2caxF=eW-lc{($J!8rof?a>h@nYv=Q_k`6
zG2Ql$wu_$-FYSLNz`nf*id0us&4rw)2u5_s&ET@0uJ5V^jXJ$p8HP$&k*8yTO7h{%
z4?$2E0+t~UE?zlHMsZ<bLE_IDX6FC!b7{RU5Xxa?kedtk?t5@i5<f2citc@TgrD2i
z_BiUphjhe#JTp>hqS{&=YA^K<46;GkWze8>HXF)O{9;s|J2|NX_b(1^loE4ot8|5I
zozuD!_!q0kWiiF~X36odSLFOWfIyUwz}S}$VuyxumFZpufabVHjSkx$k{qgVulTOW
zdmn$W<Gm4KK3h=Urz9oWJZJLFMpzicbz!OZAWqk{?~Z@>1j_XwAM7=AfKtu{_IItM
zTJ=UfkT_N~3nY7WGiOEZH&q^uQ8`bhBC7zGnhjhV`Eu9BK)M7yZ)&6x99OuwTnriy
zb~9oB=Q&V2=7F_$9(+9?-c8iUkIou1@rN_I?(3DvU4|VDcUT3eFvBT;SwrxvuVd+f
zmkZqGI3DYypx|I-2xany+O6zEa4U)ctE)ojjDk%FeP308+yZl(%NlnGo&Wm`NZOE)
z5ku9)I%4+-6)emycSBdDA80RBAR=VqxkCe}-QJ#_dK3X=9?hmJrKUy#zw0G*ClKtv
z&t=p@2Jij;6<mtPAV!RWG#^pAUkp$~;lJj@?~8$-1vX7c@UDj<AYu=Q(*-Ewe*p-X
zhX4~Q6Y2pnnh3rC1k8?u*2)eqi-0PG(uP|A=gJ7gp;_ff>Bm3%pFHH}r_3JgK0Vrn
zSP)oXeb_UAVA%d};d3%gpxh4byYE|oTH=iwe|l8siMfLlB(S>xE<6O*C+$aXEC)vZ
z@E0TnK@a9HR)=)>Hvw#Y#;AcZbrd)iq@kM8heS>XUFZ&M%z_BDK3qkCc6As+v0uJQ
zvIRFd3}~%@`g#F)J)E_ZgJ|CR{k?J?9A9AQfhKK+B6!P1U=pDK-2gm-MK<+ws46T*
zOJ2d9F0)&Zg3KrZ>j?`4Xp{nTk>h9>`kKfrji;v|Xg=STj(&WmOB;rBbXE2rp1kdP
zYD@ZQI^Wv^8N-L56${xYT|9K|3rn%#K-!af$afLo5Eu-<BMC5kA~dgx>UX3NM1e$_
zprD}9Mo<24qqDpgqwJ6tE)x(EB50A`T8FaCSZqBDr?uIv@`24ykuP7rBFq;`zre0c
z#x5ff_5cJ?1oi<kIfCwTJ20GJEO`Tg2EZvPzRHESjleFp#zO->=Zzlki<4(%<>mOB
z@kA1j9|inQ5%nb#^5BJHSO_BGb-iLz6PXqr1%+nlm2^XHdaSFfo6$J9+-6lxi2X)E
zsxqcrx`G<`ArL5rFvk(M5Q+Il4ET6zh^I~)lilE98`f(SOyAQ8<rdj}19aE~y!q<I
zS5iPD8<|@`3S<BXv7)|L?wbuUBK!&zj-P?;UWP^$igff{R4ut*tawcdj1?ov4NBO$
zBg=r6VBry6<br~`kg#3ViuFRXOe6YzpkuSC<2bAe1rn0&!88kcj2s$(j-Vr{c#^>W
z{E|0tIx+Bn<Pgw@OR~KCZ=d2Vo!B5Jr|gTPodra*Qe-y*4<@;j1l=D1pLY&HR=;}U
zFTRi;=5`P}gP;Em2*L<J<0K&L0<FrRS7;bJKv|$Z=DUI0nqocEh;#(WIgCIebm;EW
zTUr6#hDb^2b!-Y*pN2}xCKUz6_PXR_QI*P~*;>%u#{fqtLt|rmsA0;@hM58XjO84|
zZWfRiI--XHbsi!cKSE;ANrWML2~il=9igLRMM3rn(#`~w7QS>s93cNFz(`IG5B$_`
zv$BRF%mzYOqF+MI%g;v=O3i#2e+-v72}}v81&d;R=%%L{EX<*OJNBJ$4}SSC$e9^X
z^#g(U_{$x+gf3Ne-6uD%!GHsGa=!#4QHxpSrElfN^3XJ}1Fje$g6Z~(YFC&W&yUTm
z>bJ!i;Ae6a(-9nW2&L@(Seb~h4gcmhCRDh|yTF!^Lbp)$7X@G=yW%hkF4*+g$aw@N
z5xp7Sr2EYqYf4fBz@xzu3nA44GTDak*-%r9fQ&D+^HCyvZZ{*!tAI7z0dt{{KeunI
zY~fV-x5pGFs#mOj_M4|EkiOFcyl`*r`eOKg?s9_orV3>o5~NokawtN4UoEO*D{Fi{
z0d8A+KYj556{tu_1+5IE2T(jPd^=ucsU6(OgG0B%o8}0%^B*CXG06@NHNQd|#uq-l
zra5AhbPj5-%(^4PaH0$0MyTlMB&>{<rfb!^lqyL*Az1JiqpdV($Bv4P&4ncEdHhEa
z5cmoNEfc3n|H&&SQeAh$>M!=DEqIIf_V!l5WLUklv=maxaE-n3aD%&ZR7_0H4ZMJ3
zcpWdsI2OEge;qFB@H=_+85xhEBQgx7P>x|YRFmoeeU)m9@&Pb0X10tdKk9p5R`$U0
z{Ady25|VSMHD?GQ`#=jc6FS(LP_hm~9fp5&LWlvY-Kb0w{KPaai_dX|D9S$VGxX|J
z?d-~Gp$v!wGy{AwToe}!oMo!aZ(?P(G_fFQ`>7RJ&I~~*S2Z&Kbq1&K5%7%v^!9jv
zsa%z(Q&UlSoMi#TAt6+=C}4+*9LX4&tS%?mZuBr+03n~|;!py@kt@J|2$J{G_DN}I
z`T;l_BO3r{N1*$F7iW5(t}hP=2^<)xTiF?5;%f8YLv(ZpTxcv9ry)m0<d*<0jnIww
zUUAqeU^9&bc&I!j#FwBmfYXW?YXCI^0c!~qm|@9`fe3@&j8#2B<+$dbZTE6Kx#|%U
z@xw(R;f#TnhI7Vcc6QF0Fao70Tg@*5gc52vn3e_%y$r_|j@e6~!cMotz0u?3CGKd=
zl)e0FQ=>EKFeoc>xa{IX112Yl{Lb%_lKOyE9sOiWXANOELl34_YJg%<l(L1qh&rpN
z1=6OGw;n!>g<eGh1ZyPh{M>fYI@K+KUNJJoi5w2tUq~GZT=LiJE{m768v9{V0A|Tx
z67YGch6_|HpP&^+S5t^`yuU7OU~mgg3lJc{VO?p4mggluZ+XT{2-GllhBO0#@94{t
zjYrX_bucxIY)|@S?XUJd=rh5;y;%uz=o!dYa<iHr9>e!C2ehUlg;756u^KOpjq{;2
zew^f{Dg}kLn-oAxF39fy1B>f-f<P@i(P`W?;*M2(STuAGlmOe+A)f@&JFm9(_-VbW
zEeb`^8-MeZTv(qx`+h<7%&e?DV3x&YW7tKPYm1O3gQ|*3Mx>G%EO8!y@|8*ZegNjl
z^&4a5*=1uEe_L#P;=X__)c2MLC1CR+)oSbEM%zUTdq~bI(pf+@E?`$U0+GE&%7}6I
zc&+2=g-3z^o&6|m;rmnH_ZYRFiHg3Gl95pXOPf46R)u;ET6=3_$}eBO%!NqEm>J2;
z%BngxHkRjpuwiz7dK6I$E-7Zf1R_TQvP7ne3z6#Jb=46a`%rk7utVGxJNJ$}{$8=E
zsp*$ln;hCl{y6|nZlpT1#)TP}@KK~aCz^z60tpL%n3aGKL=dO4+`}i3h2$eF?}1@p
zRD3+8t0xq<5SfNxUSe{MOo}NgIk^~yXm9{hA0yjBWBTLa!v8?_xpyYxv?VYY%ms~K
zRbcBXWgQ(WYv+PkA_tdM;L?hbo}&tYPgRI@Zh*fcm83kOO$%>k52{+0%oeJ6Tq;E<
z!*ntVav_FP0*pph_4DZN>6+znCe-p$?QLy2P_e3d?sVT-f!`N~o<zYH8-PQe27n+P
z8o*IXvp#-Mz5pAZmz5>XM2x4!xgMj_<kjFHRZR$8QeqO4Jfu`RKRd|>D4;n7n;^p7
z3rdCvlpm?Q(I)W}Ufu}92iFD5oeArNR2T9B+kS96LM=`pS24n}SbLvnBPH4b6e>yI
z9d&UjI2p}ma2Guxp|7Ne3k7M7Y(3l_kf6zhAjfZZmL$q$YqEY+j#S3Oa4J<KB?Fc6
zw(Fs&0Ud3m6oS*Q4&AwEWJ|yxh$7^yC?%;}=<PqbO;4W#&<_IaA|D%@Tx{>}uF7)b
zZ!PoNT}PJb|LZ1rf3F}cff8ERY3wEP1|lM^FAJC;15wO$bdQkjYB^T+q)@9;D$!%7
z8@|I4>ZN>O1M{KSMRJk&$|*305jq%fh^2C)7o(#Eh%LV&g&TuROiD*6Wp*FHzdaz1
zBre}GGdCZ`<(a(JZJHLTgxumXtwJ-HJXnDWSshYUiIlv2_=?6cU|3`w!IvabDR1HW
z4JpZ_psEenM0Ii8mT|SS{*)>Z+R}GofO^PB4ker^2oYIdzI@Rt&78A=ZqxU7)m?^Q
zhtBp%1d8g0G0(LFnCnzbhqk!^y}YO|5*<wANU(f1*Ev#_yP7;JC2qL6hqXc7z@wTi
zmxxr^S@Bju*m7J6O>iD%;Uxey<V0c%kA6#+z(-0cJ-6lCdqCtOi52*-8@Utg59WdW
zSCHZo&VJvYvkpd6|BRHpeKZFfARfX2^TUUlQ_vzY1AxTpbOj!R-Gd$yvO|C<$~pCF
z$}28bC)IU`D4SR}1Hallh~6vE+zMIIH;L(+hil?{y(x7{fYhc?3<nC(3Yvhn55X_N
z<RHCDv#6EHn({Bby{b^cD@idSHE9lXoT8$mv&6%x3&GlR2)I3(+;WFyC1i>KxOGEA
zS^jSh=rX?0?c)M+Y{7<i2re+2+VxjNSFQi*3+S<%0nft>mIj{Cj+3b9o!c7MZvF}E
zNdp2vAeP_)xun!+oV^1zKeBYl1q(zJM=D(<xvN0M=b%tqbdeTj;yQQUrCDQ_Ng?Fn
zVi=SS;g+9Sqcr<@t3Lu*;GX0_99<u;T!~bc1K{(7+RX*<4Bf=X=xFgQ3=0YzV#{Ru
zsek8twuLoI^id(;O*)R~Cb)0ZAO#}wZ<z7me2-bp1W6l+sUD=4h#)<PSAl_n5T^8y
zj-e6oltjeD5m8aZQS3)y{2M4K1qC?C{myOE$-FK|k%4@8AGXrCz@FEvvLJ`|g3QSv
zg~235b4b}}$W}lACDOiyGBGDNcNTc%-|(u2;1>fu0Q`?%-wc~wZVA-Hz^Cqk!U3Gv
zC{<Ne3lHVm&(VEF9dsoIIhmQ6A^TivUa;E+zGBv{Mx)#a7s^u<K*TT;gaS18Psl2e
zdi>>u&xl67%PfZJZHs3%?~vhevyc`_Fg;->3puqK-F0rG3m0gCqtpzuWo<ynx<beG
zl?}mq7D8Dd*Z`p>r=c=_dIT&Uw14codU{~`>>{P#UAn2fEtMGO3es#th;-lu1c1zf
za^s@fdFHvIjwNODrY7HOBIuc#U*o!E_HDFeWOPq8J%^0nti(Bl%>AB5Nt@m^_n{m{
z<{zWdoFqi;mx6GwT8=HA_*&m7&`%Rb?>(z4()k?A!Lhi8!|~PicY-mS7PRcAG5##d
zdN-gn!yGvZ%7;7h;wmacIyyQfuuXxC#H6LAEvcwbsUBQ*u(7cbffffUN;r-1`A~0$
zx9Iih(!jUKe@kfKf%SZ}<T+A1ApA0PU8sSj!gx3NJY~S-8VyaclgP@l10R$_*ol0O
zVsJ><&41kG<>R}A0&Z!qfNV&EK_W)wEF7O-a#x=y+U)+8C1O@t8svUI9sBks1H%=d
zEm~n<!uDj}(u9*@?-YIwc4K2Bufx(ch<H9ip2sLCRx^#EV7NCoUTGe~@5}~$Bed(E
z0m#j+u3qKg;o-C#CsI>WTPfA6cR^KF9#k12d5L#ykB0)CqZSAxA#fRDk4r4Z9`N$>
z&qH$qsR)r@j*M%8pS)RTh1UuEy4K-gVi<G!{O0Qa)7_hgbGb)t-xn1PN}_?3l8Q#n
zGZLk;Gc?aMQ@b>1B#I&pB)eIJl1kBTo{&nK(YPy=21A9?B*XJr_TKI1eV+F{-s3%<
z|6a#^ANRfY=J&g<>-+t#b*}R~*SZ=zIXf2zrtoxnFML(Ko_=p-*|KF1j*kDF(S3Kt
z7)Qqjn>KAyl+IHxUj_LUmE?__acg^B5V-HQZQE8h?>yzAf4k9#6aV^4FQKxc-=cSS
zW6egEU<6%{GNdLHf`x@LEW~*K$9``vt?jxaH+RnRl`E$ag7Gz6EbVGJ3^jXQXlQ8Z
zg7R~P_xD#D6FXrYK*9-5Fu#<myONZo^6<!5KYk^tyhWETT5a02$;&b=ozo<)g`xaJ
zXa=9qmQwO6x9*mmsPg*O4$XJ>!cwr|xaHn&+27-P{f{3%&Pk7|_58()haVy%Ba6Wq
zP5{)Mys7y7vchA>en!_@AJS}U$hnIvztnC$EX3m2q;vHfG*IPbM8*LTYMtse>+Aa{
zc4Dh#AD@pSY~0+@Su=LbMpk=2(!-o5aV@Db{4TEetZH+)5s%C9l5=eILs#c{^U6&2
z*c3Xm?hFy>++DBk^XJdA^Yd#jSg=6H*j`bJxa{!pf6g-P+4Fk(f#DAOEo=CkIiixt
z;%wi(z4ywJLwzR<>O3>WNC8zegMCbiu-@qQC4Y2>@h7TJnKC8pSW-zKh`rj>sZ%d5
zFIF8qc(9GFt<{DGtz~P1GX{0+<?-Fkc5iR3%*@Q4-DZ#2{ms+d+`No%)};HK`sm#=
zcs0TL+wHq|*V(Ms!;&j~Sy-q!ckWyaoptu_-(Ry<tu?1k^=LQds6V?hV$!)q`RBa8
z7q!%H)@*C*;f;LPua6iN<ER9++j$^5!Mtd~_uC%3cSTp7DF58y2Qu<ze0~3P8afqk
z$J)+14hJ4sJLoK2vP5V2@Zk<R)*U)@ka}P3nVP!#MnKT0W0S^rntHi|q3zP$yDkm4
z{OqS`5OCqb1-5haIWy>KF_rX4UFqR*(cj-{$dFr=72nLebm_7cX~^rr%8}QfoLLa|
z`u47o>`J4Fr{`@=2{edqhtOt>WZb~oAqu|hQ`wKjK3~-9>DQk=eY(qEC-Ww5dmG?y
zWo?~Gr6rYPgmJ*A*a@TWhM9+%)s56_psQ<QURLDu<k_>~9Qzr?udXe6bF<-7aU9$Y
zoyfL&gPYa$2hNOP+{?A}bVrWc!A^l&wrr1!Gd;Cw$BrGP3vMni{Iqv@dFiR|-@o(z
zjtvxPgZZx3Z{NOsm7U#!Ou3E6yCK3jxUF6DKC8>lCKZ-4AKJ=6#|6!HWlx{3^{X|q
zs`@EODhaLGYe8lR3+NwVJZ;7dBP;`3i7mJI-#5gL6M~NCEG#c|cmKJg^VDHsW}a4&
zX*UqiyB^jp(R5teh;WyR=JMe6A(t9E^?JA(1w`Cnk6RnLt3Nt0e8<(NPsiW<qy22R
z0jzNVr*G8JaSjl(-yW5Ze2bU4t$V?vhU}9*9^d26Pm0bsFl?SjVdj9CF|oV#PWo@!
z6vD%}$y2zRoIL3EojWr*@h;8Zf&NY`E1ZJ;+-K*`oi@B1+sM?^bn>&og`G`IhGIEt
zbNck@^aL-ja|?6UpZ^F&>3DQpmw5OZH1`|OYY*HvHtyWW+Ce@xA~JF&(LDXK=PH-<
zs116rA5FjVe$$uB_cq+x(RujGE9=;3@h4A)pyZ{(cE7=V(|`+yOOM>SYu8Z7gx8!~
zwP$_%^eO+)ZN1q7jdAt0Joj5#T2}X_!J_YrEnR>#DlJGLc}q9lyM|4>y7!XzPl_*{
z?zi~uCPMi5ODo+=N4;+~4poYOJcspX@Yr?!{$0<>R*!K!a5W{R?VT^J25+j*&KnZg
z-0;)bch|3NY}}ei65M0%7?$~a+asMXCGcQ|Lu6jNal@vpynJNr<7IlFVm3p1_`quJ
z<8R(QN`3wVO^<u>SzJ;2Wv*`j<#EOVhU9lA_1CjI7#dn~l%n7U4TGOM|2X|QhO<Xm
zISqj_Ai`#=p>>q~e#_uq3#P=MII*(8e@~spoo>WACmYSayElK&Um@`&%`#j<3#i|2
zV2OL+m6DP&oDlhN@sw~2mH0DfcCg;M^MGyTb~@Ht>gww8r%$sE8eg}4IvY}4k=JMc
zj-a3xG<E$k?OH%;l8^esH>GpmA$z8yFLmkKHMrx%)BZM#T3A`lKmp@`!E3F5S5YVA
zYxN*2tCG}a=BxDsBEr#zT#kJ!E?yI1Y>WwRcLA4I%i6&dou%aH+XO>Hp*;DAHS?aH
zNP6%<hvL<j3X*fQj_^NgNkj8<R9lhb;-}4lQ#o%?fXrgAQ-kaBJpQ5Y()TsnwrvY2
zFb;JcY-JVJ??>f|xBQCF%VfVu-v6WozY9?dey64GP1%-w<3>%8vgMK`C;Jwb!6~hS
z4sgm&Tw^@-vWMD9?~0+ewi*x@TiBWwM;>0edbK)<HRaUY$4Z&|u`i!*otcxS`sU^z
z$z;R0m0w&HugPtB*ZS|9;r^>BgvH2CXX4^4VD^hq1aeS<OmF;V5w^qEw>oqOn@$Cq
zEM}2iRFrY;!=qx>VmC?Vjs-;U?4(7(*U#@r>eDxyyC3CbT)(<O`{m1*Ykqz!On&^h
z*NbP?F2jcnTkC&lMRmu01qfS;1+|GO<hqiY@QuuTmE)ZT(<y+4Y9NX7JRVu#`K483
zU#teR%R3G6`b{i(|5O{ibUi!Cr|y=@)B3$i@-7xEw!FvvBCGl&B$!KH&00`?3hdQ<
z)ZtOJ`i9oKu&hu`*|~eSs)9DO1%uKw0%QMgQ(NqFFpRL3JQ8=}#1-_W2j=-BYm;Om
zjL)w8($26|tBgsS7QZ>Z{rGVUzLM}|g_(I1i@)86Dg-yY!VxR!7LLoCbads>qek%P
zNhHOt=L5nXu<{E502)n9v$uJq!h*C{!iR2aQ+O(L!-iVK5<h}t4yJ-UhaQH8H;w4<
z@J2bxW<3<gWt}c=zPz~Qs;}?oJU!9+)4O|`*~jY{wQALB&Z!AI_v}edOVh&Cv;NYh
zOMmroc6ANlyJqJ%?p#qI*Z{>b>E_Ma_;zz~m0J!P6u<Pt1Z92by3)^m2_Z@%ML6|X
zHDUx(mn^OFU`7lXOTFmvm#;9Q(;prl?Y3~?(1!zm3)5V@cyUOF@ePQW$z)B(Sg&s3
zF0*I*vCR^%Tv2s)b~c`TzWc>Xm$r7C*z;7kNnXd(rZxtLT;ucN@x*@V8&UG@ZQ+3t
z(LR*qI@U=jdTFr}doB6+To-mWiPGelTGu<bZwst#)@*ZePD&1nvn=;&EYu;Lr#3%!
z?AVQMZ8b-PnQcx?v~aJq4$v8xu(~{syRzNgz1GsDOYgg$x@bP5YvJd;_ZKf&Vg+_^
znm>Pj{nzQ{ZA%g!msYk1HYK7sZor#=@$<5Vr5>hE1Fb@aHfh>4a@Zg3mjC$Fdc?l|
zE^#0E_Or{24KZh_WgpM>-8Uk7(40BOw{PDrLSa!=I&|#laCBU}?dNL)fGEVXK>!G?
z=FPV>Y(GXYqChwTcKwD8*AY5qF6m(|(sDA-iFi|Hl=6&Cfb8Yt@#E8_Z>RBGuZfTE
z(x}6@pn5%88AjZGMM0YaVYxm$yoF-$_4?t<(}&q*rOuf*ZxiBeD?>xoEnBw4WS(68
zXRF|@joY_xFPrd5{PaUp6U;F12e2Qfa|rV5)GZy+s{9=48ZZ0G^(IF}AOk7E$2H5F
zo<RAmuJrEHN5#hT5(UJTxbK_BPn?+i;zhH@ohBu+k+d2&R?j}Z#b)zhAF}3^Tes@W
zzPE235s-CW`Stw<w(WGHnQKba<!+PgD*rrkr2VAHlg$_2s@T)K|MKvPV+lW2#hCA)
zR<<DC#C!f+I`7%(x)l`_hY0zHw{~V<N{z8zLwD``7w41i-mPcxDJ$+?n0X2(HV*E7
zFNH|r)O$66WJ>BcHBeEeLDya1R*bkf)N9L^f-m<r+}YEsn$7B#BRjwOwkafXW$vw{
zZo{lXHjFwxrI{k2+vg26s;|FDLvd%$*fosn?N!l#pP6R>54RBrC*O>XNC7&-{<Os!
zRb%^bWy)ob4UorLJYdsq-3E~?AKcy0%i78+oW0Cv_)%Q<@82H?zyF)-v-s&LijiIC
z5KQQ!3V#3ncL&-gd}dNWttD`*_}qpb@lAw*E6<<nlfrz%!VJ(BGx|T;KgjR?A%|8o
z?(J*FyDW?+oHQQ1MSsKN<5MdOJ~1y~C*3FkIwq<dIUN(n>Nt6p7oO=W*G;mI;9<p>
z1r`;#83(Lo1ouk<=69-pr@3?M^y}B}<nPZKrKP1Q!R8t4UPGG4@|(I)h7J3?9OuRr
zvV7gaWBYqm=u_euPr29|(|ZspU%m%H_9|B4x~G>>ke+gVSYJoS7nF8+?8FWJxu3fL
z*?afvC)`Q?sLckYZ>QaiY1V+*)$RpjN<KVm%ne?JjtVy(wmbB<_ue=69v*#Uy~y@x
z*^L{^Z*YGpT&$LXf#&AHk^7dFSI)k(dmTs73BUB5XQw-E(eJaC@S2#FWk3KO2yNm3
zJnkNtI^xj19sW|yv8xAN_V{7ye5E?6wnpOAW?M-gmOz4qMcD)UdzR{0d<t=*29ak9
za@m$|-RWkNZ-rSy0ChzO=agou7WuP%jvw!gna>{?)EO9ic1d0XiMxE}O9Y$iIH(^a
zv?}rXvv=>_P2Nu@Ns#uN$Qc5kWOJ02^m;+|Z$AU-LUgRV)HEY8RU^|6c5-Ubf53oZ
zbl?LkY*)|zZs~bqo-RNlkg#H+L@oXBm)b43?2e5ZH4@PG+wSf_pnxVv!(agwQ=6{e
zPDec(F=E84++1V&WMXyNkFj0JuS3;0`nxb$TA2B}eFdje;J8W);Ljg$O+z_{*XaMr
ze-!)k?$9%hJ5TALL~&XR%T|C49TXe%@T-}bQ;>RFqQvRUo;_QoMaKyzZBE^xJ_O6h
z|M}-OQpODwwgVGRxvE-FS{WA?7grwkK&q+Xt<zzgJ<hPspwr;@Pyf6nwt^``&zza}
z)KHnh8-rsW<!LV;OK~#qcls(~Cv<g6REmp=>MM>hj;(9et=q6pojNYh&&HDkEpBe_
z*j~AM>sI?aIlqOOO;&D@!K{q>Y#k48{IDFzX-6V$L7>!`IC0`rJf4R=rA0xBIzJdf
z<kks<S}HW;^bTz623t>Vi@v-ObW*Ecz3m9X!`L2IA3Ykg8k#L|+{BwU<mx}Di-yuS
zZe(n1W2JGtq34MYzzRyP$=o`hMOk798s+=nkacw(mzB=;+F|rFEceWCTiXx>Wq&G-
zapT6x<3W&Fy%j3J294tymQX4DHqdB$=ArAU2KDQ=;B(lGbswcgpQ6~oE^r>$G?c7)
z4JRX%?)Jma*+15iX*L+19Yc=`#HJ{CgBvIqp>%`)4N$6luwJkE9azFYDAjiLn7bX$
z#>T_b)7r|YZ{NP<O>Oc%hV9cfxpw{fO>B%a(D@uOnQ||B-RHFEHUIhdkkJQiy;bS}
zYpjku4A{JR^NiGBYmV!KH-M}VD$0#FrZ&5$rKOc$ib=DU(q~C-(E0a;s*MzYb{n<O
z;-sV`S9`<Op7*mk5k1FUrixH0x~sC$-@j%mzBNETmg-C7mVsB2lPi}tEst-eudne}
zQv-v}qmPVfsO0ZxuC<k_X3(b1o3A~5*yCa2=Xly{DrkoJ>N_5L9VDH9`t)YF`wtRH
zYY<Lh!#Jw{AjPJeX}IP%C1_W-*@thr_YLhn=e~vF9~&FX>9n3Kc>ch!KN^q?Hf-8t
zd&*8zQ`5vg+`F`pqghj-Zgx3*V&TGtpIFIJw+MOdln3U9vT>pwx*p(Gr~UqWM><q~
zhI;~fQi0e!!@+Ej)^HmPOwCFq#+uEaX_6c}`N9|->#h7rDo5MO=to&}Yg1EuICEpp
zP>A^BZkeAPxi>w~?1_<~T2`H`ca!pNUB7;Pn3GdDM2bb-30U}svQORsQe9|{%N&5o
z;=*1St!fi3Dv=U;J*YRmbLY-0N=stM*+ca8^<U#s*-rbc|Bb1SQvs7~P$=Ow{zjFT
z4o+>{v}t>qe<@QoHS0IV%Bs1UhcO;NEo%oO;(TzcA@$e*lp)SVy{6qP2r`>mSh_d&
z;gKC6-T<0)WD8;c`xJ9z*skhQwC~zv_TBA!k+as&imuVd0ex4#qA7>T+egQ>G)&c8
z$?>DcHLYn;HZt)QHEGP253gSvef|11KOrY4=NfjbMIv?lwhI_<GT~%yKlKh)R$o89
zXwL>8+b`!!l0WtkuM;HSQE##ub<on1K%mGoj=6<Ux~HAnwiB1@)vM>o(bViz_~uP(
zMXIovn}N;xeZ8dGh>Y7%S;XNORZya`k)Da@(nvSbkE%sorvtCwy=$w?z~ruW3+_xR
zRB<f0?=o{r<FPF}eBA#AAg+ct`0_{SnU<ic55I>7LfcRtMghteefv0BYsIRzCC@H;
z{BV?L0;(O8b-3ZskKWVNzwF2Xx27K*->nN>ew1@j<J)xUQXKoN@<rd9<LvhJ-^#nF
zY|bru69vd#^!`bgF9!~PyJX;Rq;AGr!#hFZn0~K_&B!yG;}v4|DktXv?)qu7XSb!I
z*$NGCq=1*UO99OF*S)(dAtB*>|JLP~D&T9Txwx22^(sG=RLUoBh>ni#KL7c+F~=tD
z+7cVFsif1rT3TBrOfa1s=kfCv<E|w>^a?B<vU_}hzrR_q>%+s&ly2~2134rDf&6Qd
zht(7TZS&^M6Z+83&TenNW%Y<sgOI@<{BWw=5F6XEcB2kEU02Xo{cw`DB4i$6Yd?G6
zb-u;`5FqIICACW7^V6h<mK{21aEpn+7`M_A7kx92CTrHLsi~oHmC_w!|MyYPMiciR
zo)DPDf#|*J>(TS?zZd5y-U1r4E_=qDh8#<xQ|Cw08xUXRqtd8T?+g2{E^A`(>D=-?
zjt7Pv*uAYAbOd14r&r$N7YSZjPCp=Su=dOdO1N_ES`F^+3Y5}9)=}tZN)-X&S$*3c
zy>w}Sa;Q&t&iv;C4_zPn9{5x_H2#ZK^*`E;wuG69pOa=t*itbwGb<c0dpRe<boO2S
z9z)v&?X8o4C+d00ia+Dys|t(R_nL$9RSD5U*o6y!e407wteZ*|TrZwFS+lg@x9E(4
zk!ekiMsE82)-#(@H}^?=E5L6Rkl-u{cZ~^k4IH|MeLWSBI(1B@)2@nrMW<KfW*u#O
zAc2jmKVYQ}c7|(Ym%5L>0F>AvDS$V7BKm_PV>K1|e;}r^i4kW#fA*vUS>x_x?#BMC
zo3qv6!LJ~|ZqS?olS^NAy~LvapZgTQS+V0?b!F5cdlf!<9hIhc!m%1tG%E*`&9blx
zNsY3-IDo!R{oZbh;NTsrSYxo+kqu|QR33MTyxz|s`TF%XciymiYN;6|L+{E_pY;PV
z?DFR>Bb!H(;}4BK(#ZRDy={E{eiD^X`V&silhUdzXCZuZkQ9Pjl%m(E+DamnVP;IH
z!ig2chWm56-@xW|*uC)Qc(SUZpy6dsXcPPTb*XuN<@^_WQf~k(R9CH9<r5x2Vf3{y
zD==(zX|1Nc=3hnmQjFSOF2GUGgWa0H5jwkr(qu`0Ev>Y7)>$S|UbBu)I@bWuGDsYF
z2W@p9#7-RRsWJ@>rDpBgS5OP=p~udiKYuv%cHywf+xHiwjPUC`k|-^#1LjVtPz3Ek
z`>ltcOU}$}?w<d^;Z}aX*1Nj*T72K@o7ZO#F|Y94#$ER4BV@#+i_5hDomIHKVf*!L
z%Y<*`Ejm^%v2%)hm673k%Ctw1YlM46!A@Zf80f;Yrya2=o$&+VZl&6hrGjRRJ9WyM
zAQ->u+x+)0E;L34hlFtT`wW*76cnTolabs~vd^#R=AZiR>W;k0VcKX9u8#Ak)Tx|Y
zwqDkjo4Z0a1+iysX{kybO1)JBZZT%2KynHP7@8b5n^IAGiHB`z;&qD3j7bI!8-6(+
z$m85ZNuP~=tzI-%c^kH68?UQ@t!`R<YDwsKPHoU@7tM^a!a=v5J$YgQ!`kOcwx@X=
zs5ix{#&7Avu|Gm0`QThVxYDN!R5$#7JqR~HHudz6&(BdqrQp27`~P~>&-BNmr!F%z
zEG^6JR|!AiaB=y<<ttV=1H_v2ny)V$4c2azGYhiR6j3I~bs`N3ZRKCHyWZxcKZ_^F
zFD|_mmC%TaJS~3u5Ol9;_(a6o$6feBAT+Js-gt3Z<%qf6^#r6#t!`selkK-2gz1DB
zF$ag!qPMp<5Z9c!zO!DHX2KBAIjniv!2T^_f&C%-mM2{w4r^wTMna$lY6aC+U#t7v
zM;ff@bwFL*iqEqY3-0@6US2J#HlZW>Eq$*9J%3sD>RKH-6%8nUhES?Fx?6Vh|1tAt
z&^zA<V~sHtDaG?;$)I4CFJIn*W=^V+<UiVvW!P#7b*7>K!)n&8yN<Gx<M}PE;1dqv
zB<e{%Ygms4EWk@{*5Jc9<hKQr8|&%qc6~}!8vfAr<=eLhJ7ok~rrCWdvCBMj@yL;a
zi3Qspok;i$vs2Ax-_rI2YN)H{Knbg547@bdLFeq*vx(21HKjbMp-`!J9Nour@)!5E
zh7tENfMWM~x?JV$eFK^zz?@z5rnYbZ{B=`Xm2@=Y5Mu{b_UK?Yx1xR@%x9|4vb0>=
z*D|o#9$h%}yvUDsS^Jl~x>~Dx_3GJFFN{<0J9DNN#M;Z8oNC_h%vv4LA0X<Kicwes
z?si%`nvm%SagHegfAc`EhA)Li@EH+3@>^QeP;Ci}@Ss<CDp}|1^{))m1gY{5{F+cy
zIBTVRMTt0+@Huiw;Cg>2b`?=bO~)F4yShYWu+5VE2er)0OSEOh!QIob7JbK5bDyGp
z)4b-Fs+qMl?&g%Z*56n=J#f3sDN&+okAvq_d-Uj$NV5CPy|y6fMBOS&ppgHbRaxN&
z#Fz#MRV%;(y=m^_W0yW(#tqjCOWWx3Y9<E=Voo?q6>qLJdV)EEm{6PL%Q&fAlZul2
zAZFY7i!|t>z70knapMt;`nlrk`&|R?Zv57<kPW63eg2%xvwrYK?i77F^RKTbbA3kO
z8(n_<L*`@j66aa7)?>HQ>+m@6{)%m@qi*c!Gu%5N|M2mCT3R#bFDO`2vu4diYW*%0
z(sTmX>C~x{@uah+tG~Zg2PM{&NGlFCqrkysc*KPy1a0VZ`du?O_R8Cl*RQRxa7Y)^
zS(CkfW<DGIlP(rP^e!*S-CFATc2K_ntLhSfSRzx#J8;gbK_!e?yaVEL-%pK`%ZsO-
zgos8h>OOAYr^5Ac4^DiPOv{nA!1yHl`s~sVyZe?}dX+1QRGlgc-rqr1R=$1zu$z#1
zvF-Eo?sa%jo^w~+)E9vko;wmo?S9@8vgGN$S0;EhJA3ZjehNV0nXmwBwph`<6i2i_
zEwhQlb+B}kp7WZJD13Nkf=k?%F1;JKG%YJ<@!GE1Z_#pZ`T{+v6y?Y@Y&Xhu+=3Z1
zd<6{Q^yp?B)|_g<-}C2JXR>2&kME`^scvX+bb4u%G?EB2nJ(s_oVLRAato0FG<ncg
z)v3`E$=h3lg1q^ygTt<>8@0_^<nC@wZ6X@xysXR3xH)TXxo&2<$@mjSqUQ3eSDrrA
z#cE{%B0=%1^ZeopZAdOF;sKV$wVLgwlHLfSFR4?LXd~T>Tel@PVjj+rb+sE7QD0pC
z{BFYGQ6^FjG)oI=zNBw6<{NAQa2(W2TJ-UGpY97X_0gt<9ilE;M?i2UY?8H^eGoQq
zg;o;8dG@PU(puK;MZT?-l|kU;3}>LDY1ginTu0ISr`_ZUKp|N|JSav9z2$4C$pM5E
z<8b)!Wru&dq(#)w>p9OKoWCDZtEi-ew>|ZHQ&LxmDzIK0Kut0$%fy=Q-PqSB_g*06
zF_T)?Kzh8yb<V%PvAttcR-q<!pnGP~x4iC-IyFema*U-j`Q*H(4H6kn-);ZW>*VFe
zOtJ`Iv+O4)=6^!FmKAYZym$~(4jh14-+%mQNzzh+KkvU2+OIJHAf@cb=Z9G@sBwfN
zqo8fY6J6)+tx$vYyc6T$IAwTX^8r@~YBCiPF*X_cszz-cn@UaZ%z|YTrk>_n<!XYc
z&m?LAmAO?bf<WEAvFdg8e8HD;jKEXdOP4)|L%SbsXCTr#pSyPB#yUXrn%=ceb!$&F
z%Fse1ShA#VDBR&>#fC?m-k}?ZSfz#X8ekCf$j{ferlLDw<;kQ)h)N3=EgH5sta<b1
z!H*(eBGsgycb^-7>QqC>B&f{*{r=1CF;R6?jEsz48$2s1dO2u3q9M=Bac^j-un@Mk
zwno5kDcXke>fOV?qgEL!MjblXN*xRXuZ0_dZwUsV4W-b5+=R*R1V+{xGGvG-;OzS0
zySmO4_Yk}353kWvFfsYo(iY)QWI#4$FqPUZQt971rh$2#OHdF{5({7XCVc`iUE=Km
z{f-+NGBIbP5;S%75BONPLPN!<MT-`rpTbD!_FZxa05uSl+VbGRgTdxrt6efLp40EQ
zw8Q8hRO`?V6mk8|1X3goh#hmJLSI|Em0TpnAcJHURaSVe_+GRhG-`vQ@S581#H>4d
zF%!=mgXiF?x50Hxeqq+K<-qbE;Cc}XJ58P-G<T=Rc}w!|!MHYP(&W&`LJXBdzif)!
zv^6Be2zO}%Ab;wfUdLH?JK#(wP>&Y47Vp*5guj*zGdVu6^dy4u8}ev=Lg9-GZLvV^
zfGF~zJbkeZ&2j@H5nkW?V|b@YXImIXtUg0=6|d82(l{uqh)nI16Jl2$%X#(cYEsfb
zn720=pwxbjSYao6esy*A;T*=Rl<DvaGoV-v5?+=BW?odQ*ig}*DSSgAHz?4?Oy2Qn
z*=j%&H^r?D@thUqu1UlAF!$r(x7XdPb<<WnEfKcE4dTv1^$s4}dNOs|IEqOzE##f3
zByVnvFji|e+~BZOxeFF_#ynI0tszRr5_hUI{9${_XcCk~`GIZn4JIzb;Iam5|NQe$
zp-IH+veXcFMgNDZ0jnB)&6!3p6Y@9arnmv%^rA?kUKh-7Hen{qtHQ$05QdGYVxL}G
zb%qgc0sc480ffa7(h_iD7<_(u-sJdhU8nyoR-XVb`h>5sS@bTOsG@N<jrk=)5rX<m
zfMsJJ=k;rV=7Fb1cv6k82NIUfy1la{&I6iH+ZhJu?-U*mRd5(VLTEgAIP>{Fd7-&W
z`s((ax3dJwk`l&jjsf(vwzb0yV5H%+Cr|ZZcoBqjR;~JZMlCY)Vo&4GFUc!S)jIh5
z8)uZJS8HTwNUM;JwzhUHP0h;OpD0+{Yd36HR!~0a(#p}4P&4RUHP{c+6S9w`29o;I
z_Nvo)$|O1@_8hi7GA0&&C~Z#nu3T^Te)VbAZqEpyKfpT`ABqW+Eg|_uT$f*&aU&@3
zQKQn{5fKqlM5Oey3#a=OHidWF%Hs&Yu0bI+U}cGYzwS?yzW<O#156L2tbPM}&tDWf
zrahaqF?WZ7IsX%ctGF9@W|#Yf?%X-Y?IRZ>j0W7-`Qsr487sH8?%#hBIjb$U4dGlU
z6B|%s#P1niNR>Q2B5h6-lw{$hSToawBprnN?W#3uA9~ky=KX1aV0I(%{awze-DZ7=
zdw)8o|BkClqXZ6r8p+nBO?kzcin7mk9P#&43q{gzGGL|XkLH%KRQ}V+3^5HJyPlfR
zL{~TI-aSpo?6a%Bb%H33JeJXR_y;NkoC!`dXRf1PvB_<7gGP<kW64M&cvD#ub~h$<
zdA&JmkMJCLV(>==pqM$qb?2o`Dpj8l`!%+JXtPF8BPrW$(IQI>emMU&gS)QWzOAwN
z?d^eBo&<#gZZ2jNJ5J%R8nJ~d&(|$+E_oM09+6IT5oYOq{<53&>6nm=30@CwrkX;<
zAI?dNJAHaRYK3>g+u+Ap?b&)#qJg|xwQQNx;+waBB2YB@uM4P^9v&XqA3oH@;|HfF
z3`ZZT%q-0{nY(Y45tjxMg~i&HO_WeF2dp?jDz&N(3oA_-V(^2WRlJiHNAehI)~Pdy
zsX~=A+Zzuk?lUk<TlTDf*PwIf`fvpfa4(yV-JFR1xEd#BZA^?ymBA$Fd6xrea}aQa
zKVq<1Hp}liTX2;Ftqx)ZBOxfk{dSb_{u$Q?7W@Z+Fx0ElP(yn!ecwa`GsrpV2}C7S
zg@39+#p^S@K>PRneul1(k8P$_%>mX}qvx2VwY6BepiRdY7*NS=exl8=M_tbWttoE5
z=V&5ut4Wan|0)x^m#<otOob!10SIs{U0pmJ>F<??Vav+h-73mfFx;dXi|jGi&*VU7
zYlonnJ8P0Cg<T>AB(ohCa$l!xDcJ8*fy{e;R*SKPV|F|~I$m2;PAjYGaJuR(e(X-q
zYVZ2!=mv1cOF}AG+dgo|r%Ds;x3f}%Yp|x*Ag33;y{(ITsf%Y*yZpka!I53QhpJZ$
zb9-^{x28%WyGkYdQiC=H-^^)BM183*oDk*ge&YbWC#v2ER0nl!qBo_ytM0kI>ntaA
zh<tu71%{05HDJ|O+lv=3UPTYW;)K$01GmW=u%=<~UN6fqqn}VP`Cm&t`>*(9MUB#d
z#HeHKAR-WkCh+r63yZ|)1^VT&Gz#6|aa$XG=#vO<)*fLBuX)72dz8wlv;@?>`P;6p
z))J<Wyy4sHxc?y8V+BfOGEZN-@+{)?7G|Z`<HX?K>XMAN9h&9c%ltDjbk~4Yr*SZB
zgvd<lV+KJeB(<NPA4U40$*ZB-OeUR;Lzh4Dc;}cSqrZ86_^XF5nAv<p<&`|=u8$xS
z4+w-SnQU@zh>eXuvC#(N)7&_4UB!f*H2#veaYB~&{^MX^z`a_f!6Nj_Pl;|?-jZ~R
z*;J<3$@r^RA3k&x97EY&{N>B&eo;8`U4x8!#MZk8Rr2)Q;%JKD-+C^{Jlf`|&d?XS
z!*r(;1PD)M%ve&pwJkW<s7n_I@hEg*#0vZB7WJVJ)AGUSe4@+r;r{%M-gUr+yGejs
zbMw{n;*N8O1sU<=O-3CG8dwn*^7sy2W#W%={pdsPnE>+@HvjkNW!g=e7*l-&iLq|a
zo~pnsa+Z<N)$r#qV(AyRb8tEkeTmK1uaDoo+pAF5cITcx&3e08eDJ=zz2hD@#s}FI
zp427_mo9AtTXU*fsi&%~$t@b$^<LZTzrBWsl>XmCdU9deap6295wbx-pj~dV1+A@K
z1BV@<)l#>%@~e&)%>M>@3AcdcvXz2bYsHy*L)6-J-N7#p2UN_YOo_RhMS^Y(YyRrx
z%a)j6$L;_d4(AcED~dmTa?CparKCisY15`Za91D&rhcOMybAhMRaKQ_>arycS5pZ4
z(T1QTuoUz$gMuUPiEC-wzM&%s8Lip&qq0Jp_jU`HSw2FOh)<2vw1SfK{2e45Be{b2
z?>oR|joo1mhJg-iLzaie&Rp65<~Xlql}i^c)IuCJnR4;0lt(>(|7%9vWl}23&CH<*
zR+*I^msiYFJKnXiS=-#<$=)@pj-5lBXl!lF{NvYf8V#+=&bKjG@myRU9o_Z(!ZJH6
zD`tbSL^oh2GJo_A`H|Z%IJ5iG_v4Ukz_JmYh~N?MMnf_AbmrFp^VUW`p3g^LL!ytu
zI>v}Bd(n>s{<Rx*s0FpN?Pqwh=Q1nGCTVRAo@U;Q3uo9C9%X~mSM_7l&A79BG@@{O
zD#_71V6DVF8NJj#`hDVFbFa&s5e&F$?-oLwPn$cpJ%!JYsNciCX=5v|IGU07K>6&i
z)k?g0AoqqQj#2)UKvsm>=<P2~x@;@`xo44q!P<KpZg2R%p0MRb*=z7>j|5=y5CZ(0
z*uFF}OsA<6$6eQ*YVC$>(GPAvwv)&~T9<Wyp8G4oD?y$c9n2<%sjZyxurTtWr=ap4
zorl5$ac41;FPt8DOjT<ui0w$9dgSh_7+S?43hS_7z(*pFh(Ls0!E|<yd#3+nbW0Ss
z2$?Yo#-bK9VkbhF<FQG7d_Fe?o8d#>f#oZe+Q07CZ*R+eyFS{pW)0<lXm$@jZ~ru<
zxsHyJ-sZs&d#wZlVul{hc6>u7h{(tTmbVY?Jk>0Qy6x)Kt7S)4+P}R<JT~dB8(OmG
zZ?kd5cs$$EQh`^4>uAxnYXcZ{u!-v~0UMACz$P(e>^H8>;r2ar$XJq)5}sCcFY#U)
zy1!dVt^?<+B}RRG)bPmG`1>$d`>^NtQyXDwy~>KjqgAjmnkeF(f<U8^5%6%<?WOAK
z@-JgWq5)L-;EqpnudW!XDs!Hn?IIQ>ef>>15IjCD&3Jan<3|G}J2$tcf{zONNljr9
zwNd(;3E6`e2}wvr5fc>S5L&fsSDRop*w%K_d2_^A#8l5$WA5*<s*cYtAmY$1#7Tc{
zIh%)7^!4j?42T*Z-`u@>_r@RX8?Rlv)*eLg{pZhQ3~J;~@f$fnv*Jf`1{J^}X(>^q
zp<Ycr2fz_(HEUL`HF20h(=hFlYd5mJYgL^(txJ&@9c*}j5-J`Yo4jY1JXB8otAc_f
zoeB^>C!JrCH*)m0^fgTTfsr1D)-!|cWN6qxU%vyiIqA$0*|#e+{HSNGDJ4ii489uv
z;@+N}XN+=kKi~Jbk-HwY2s^Wk!Ss1ky7(fqDLJ#$$FdL9W@3vte%HZnR|c%DR77f`
zZDKUL0YlUtW~Tc%d=WjEzq|nDeu9-1HAE|bS&%gIv6&)A)J5St>(zhh&7W6sXuamo
zw&DM?fgf0raO3Ltz2Ti}OpR?RO$COfw&TW+PfAHq4~P)943t*Q>HEQ>fq|Mh-@CZy
zj}j?K$u2AmY|whxp#_7|-wkol!8}nL&*r#ui&}roO3-8^7K*w86h&t6k@VY>y=_hM
zT!@zU<muCxpDVU)-I^9XN44C1=)QeTxsX8|2u5!m*|KSQ<I*e~YtOFWWrLcApwm-Y
zV3Kau+5t+5zkUhHLN~&iq&We&eudXDh#y_jWi#_c+2$$K8qx&dehx1bU|m3vbi)u4
z93Fd;je9SCs{yoARp4Zj(Yu5nW8`HE#-}OXJl&UIAeZK2D>uROve77T*YZh!ommhF
zAi=yA`fa1_CZdt!f2nNYvSmX=_7g>g*OnWqVm?~h{pqu3lE-C60%hZ&`QP5^v?}>w
zLKTWhW=(dsQ*|{pL#iVI$7CCE9I;(naexUgDO?%EwGV1$B=R;A0suIyA}qp~%Sxc*
zgs`_>2Hjpd{n)MsnxEOp1zFAEXA`m8C`QZL<@*>w1DW>fHG~371W8EX$4=%NPP3+z
zy6lnf!)?{$$&BgKeW=y;V*>8I;*$}(c`Z9iQ34uwt_L#3BRlMc9dMxwy|7%8I!ooV
zYnLvI19si{cHx(M{^Vrg?B$FB1JmN12hmZGgcWzdp5F{qI8d$aeeH~^c2~r`VdKU%
zp+c$#=7y*b$8b?!OU<aF+Q-aG8`1SzuuRg(1^>AY=TQ<^ni#VV_1LO9J~1nCX2F56
zpL<6h`OSookc3+q{#8t%X&BzzLq|lfI^MsV5S!Rv+zK9b{9ao63X`!n3MJNojVx~@
zEW#nj1GQmbYBz4YqhwA!Pw#{aQwx^#l?D-*k6JR{7V4@#{cg!1VU5#2p%>yAVD;eG
z<fgDLmisN&iBa=PYHBU0gLSxH&fi1ckHDDXnw`UQ0EpQho^HOfq$c}588ja6Rk>Oe
zIANH{hUOK17J2L0N6)+biyL=oX|VyskDZ$ltyxx9M(y~=tUhX8F861Mu1q$`W=Ak;
zE0KE^%9m`m0R$;!9L*@yypiYc{9Njrk+NTNL>ZC&qZ8CVBzKB>vm6SPIggJulk*8Z
zG;ZR=9IW10ZwK1j*AHmav9|YPi&@3X9{X18yF?wMq1&}Ow<$ZHg>!p(rG_|jL11jC
z6!v5n2GB54s<V_(LhaIXG>v`sB*Dv^uvPc#08XF~w9+s}Rv6jrCx^BPqj6;g&=aOX
zJ5(9fJ=8)f2tfCA|84OI+fS<$cT<C?NfECuj9%L42s<N`E2s`DT0R(v69C)Y^r+p_
zJS;a^?afsW1i~S=1bxv4<V%mq`TlfFQFwkQk7(gY(9{fER(sJ!W?#>h?L~z20VPHv
z0*L1>WxkrH5oaCvXNAq25MP&?Ubifh4A>Ci;yZd)F(R`}ALTBSNhK;}4WCH0PdVl%
z-CD`X)z~Y8C<WullMfD$u7k^xqpG*L&BIgQW?A&(@+npZQ+K0?_}cwkbAO1GR(Jnx
z=PI?Gd}(EmhZ9ehWW`}*?e3CZU8Fw%fiqoGL8iUl+zaVqRUL>y$=btd!Gb`T<0GMK
z_w@YT68B)Sn5l`OQtnG($X-1BY<2EAsvkejtFqK;)?gv=A-(pa+~wx_Q?4c7yLT`A
zHfB^6sBMWKY%_7vF2rsEBG?a5QA<(}9pT4UIuqc;@_1}&LOqx<#G3wha-tj7&zRbl
z&>t5UXA`zQqpjT1vEFz6s<26Jw*#7E=A8OV<5(?ESLw2nkA{d5Z)oDw)V*0{yUaqd
z$>oS|BlzB$&713rWf^Z$HoLXAXK8obzG?8u;vrD(GdhHGr7p(_jhz^0>1EulTQ?{&
z|C&Axbvwi^^ZoqhmU`@%I<)6-CY(g3O+QcvI_g1Jn%lfXLz}Ug!;NdJ)zh!3$oMxU
z5i`HxT9|i)N88Z84aJ}eS*~LA?hv<N^XCYc&6#Oa+iHyQ7%#iD;Sf4ys(w7z^RYo(
z>ZW6A<q7Zt;Y;$;4~>dxzy_~Fp{JxSxb>K;#Xx8YoRWA(#EyV<c3ZN<cW|Vb(`BED
z=-k$BpD(>;@3vKLI-q|oXi<0H)keusC|wX2<c=XS67lVbOlcct)(r1X4@Jzv-)W!F
zYSc(gnZqy(F_+@!kxtH-!NVj}1H9z`i3t@R2<S9&)>W2g%lFs#yXB`;Bd_27-dEZz
zHXeOghqBU-{V&78^FMLIb07%l)*1-^9|ut_5+2)ObhQQ?Lf;)b8cY76ysWnTo6Cgn
z&0XK_H*Z{OafPX4_vvDCFY&GLz+=^jsGNeLWPfhaOisNTF7LsF6(FI8!gIKa4cjgM
zfr%ow=R9*}4chrgjy0v7Z`d%$z)<*HVVO8e8e@W_$kzWiSW;!@oHW<9%Ual<P@^PL
zGcJ60x0#X}`T*OU6`of&5<h5Rpo5P4Uv0}z(~D#Q7^2HBkSUGY0TE4>*d%N=i!1(K
zJpI(jPg%Am)`fOf;glqcrHSG7ojr|-;A<eq^$sCS3102m^$K*4qKKt}V;9HJLJ7Tu
zeCBMJ93B%JK(CT})E4Q>`Sx)$yGp{SMSl2pPN0sp^SkcM7O3ty;@>0B3N$WRaG`O>
z2|5UT*C0*g^%06UU`w@HwY1|?%>n%~&ReNi`7D!|Pl#d-tkDld027Da<Q>~XBHPgu
zyM|rS5P%}Mq3+k;!q!I^bJb!-7x&1?xsU4+$Cwh@Q6yj~&W~Qsd6JQ#jS5F0-Wk}s
zR-9dAdgHOj^aTd6bc3wiKD{35{){l0gdd9knEW!?Z)E6fPsJxR!>XiDj`pU%s}S0V
zqx4nw7k1d!d!ZrVqKIiHheGc_PDuZ0{^R3;kh3pYWwoDa>MfuV?J4ku-b&!=4o}a$
zl{aK6u0>T*$^~i>`t+7;B2zzf71InN>q|D97(L$J4c$mNb>y9u*GDU>W-9v)wsvF6
zqd*QW5&U*dgn2?f=*7KX=m_prosm=xEk60{8Af#0`Zv#@DO#ATz9PQ5I!TozNgaBX
zCbWkqu;v$i`ecb}E8WMjW99~Z27%V1t`ad9i)(g4!CW_u?Bn4#C^`g?NN+FGG2|dh
zRe}rKGkEDXF)g+1-(O$Je)FaVQM@<3ob9R^g$<&bA#6#<2?}`%0Y`*A#X`^x<MYML
z(SFQP`_B%!_b#y+5WVmtY_m)6X&7Pmo7Sw^e;;2%!<7qYLzb5&1yUzXBQOGKM?OAx
z{`@Nn$8pT#_$yDpY156;Z2<1S4l<StQI^xkIzRK`27~}b5qGhWn4J4=y{GU5*82De
zT-5Koq~_?uqmnpSm}ZLY9!y)g=l*^B?ye7N!hrhG{d6=oHh%8oPP9oH8W~lGBR(`P
z-VkD9BPqKjkBd_*-}Jw9%mxn`71iU^4%)NY_5Px*<+-8vm9@Y2kQ^sMr4(ndPirZ@
z4i(J0x34ZS-HWJlZr!>XVv(1I2MBlJT`3ey8H`%Spo?Ur7sW`u1I?WW+uUoUCHsjO
z$k0^-X-Oxcy(Fy=%2f-4%Pvxuv&K~-FirucALvNz2Ueh~`2wn>NQU0K2C{kJBwAqh
zyLWzEknr>Q6`9-pd{?xi(>F!ypVn0NlQE`6^o>NS{&+0p^oUHJ{5Zn8j=Y0`OkqXY
z`S1-Lc`^&M7+*4msex8>_!;+T*{kUBo)QH}?T?lb0RjY;9O^q+=fLrhcQT?2D1T_|
z@#e^E>G~=Qp-N;Opl5t}B6!&q0|Nu&0NL^qahSPa0gMsIF0T3)(s^=r@w<BRNWm*d
zTABL$SIqsNqL8}uLU?%ehZU)fRCKD_L@R8TYH0lX32r+%(ky8Wg=O;IwoRMoyPj<u
z2`W^)DOGaFGEbN<jyx#yl8L!0rtgjH@<2&9cK2uxw`4XsvX)Z6NfUpP#w&Ku&H<}>
z(z*D@taI=PlmSiz=5b71C4|<_KE8M*Hf9ZmJz+q(&h?5Hhknvz6b}JAL?Mhv>q#A#
z-F<6lrR~_VOnNTlCn7=Ua~WWODpgfD9!jch?T}4(p!kGIjn!yDh-#B@cSmOfjEq|(
z6R4=D<X1rU*h_lFRV8u*NFg{lI8*Pa61;6`w{gWT%*1g5vI?9yIiVwxb(}Pu>D{+`
zdSLdnX=}-^BI^)L^WDSEqtRf+97{5Zqa;+kV`5B{a3Z%f!^_(hoN8#5M;F(#siKSF
z^y#A1E1Q_r^27W0n-C*k5fG%^eoDgX-|aiWjUndy0*=J)1K)9|K&W8YJ9T`7()FFR
zw6wo)A{@8{b;sCW7cYv)1SrFT;;2vXcU=Seszim(zCuGEfWjM@FX@M^jg6u}7r)4^
zgiz_z^`FMIsM@~uwaRz=Ti{w*Rl1bco93y!1daG_-rU1@WWs7sK_<xMbw=#%t<vJ$
zpW_o^Y0sjx^9c&7U&gQ@wP!ymyttL+IE&6t9_A5gw)n(}6KkWR+j3CXbJ8NYvKyiO
zdWky*=%LsQxM^u;e%>-+ih1xf$|OZ5GMt)sb5cXYD+O!(D>9a=8~wA;mEAqni;=<X
zPtI`=3JH{Qg$sJv6<dUKmWn%xu8M4A|NPTD8j!J1WMnHARkk5nBIX$}x*_%lnP*}4
zdvfknI=J<4D%8c(pm^hnfMeN+rA2%b;w2j#IdDRr^Ouq9^Nz=|2u?Vbup|3&Hw>n~
zKnIaSPpgutDgW@bS}d@?|6i#`D=WFm`wVf!wh@V{A+|PNM&=r{DuNRr`9jDuVGXES
zuuConh=#NuTaP+8iK0=$g!?n9<d_xhazF34TVKy8FwrIJ@&H;~Ho}*cF>%@J!tb12
zDst1`|LQI{jp;WseuyNsC-Y$&!_s-bK$BIaF02eoeXg30wVZg!cftN*Xocy!#=>NC
zwn*|hSdHsz$;b;{@lja>*DZ=!{z(fiQ(UgVjADACHTUh?cL)*cu+h`oBa46BqIpt!
zR6(?2hJ!imzEiKm0s4o-mlwYhcN>=(N4%9Arfj<Fy_*!!T*rA%*grX-V!D`+(5%C4
zcXbuZF|7h?u)@e>gN}dFrYoLSf?G0qiNYulm6&(RHKEj(bS=dKm?;~eL1~-BmLFN8
zUG6QJdmye)HU@(L)BtCpv(8aIO~<kz&KwfSgGmiRnQANAqwIE;e)y`Nw8r?aV={V9
zKDVd_fcqMk>@;tl2I+_&h_aU$4a6Np&z&=2K#X|=8S(4_QT!w-fZAk)2)`%qS@5rk
zihm!5M2H>;r<g56r|u)GK45sHa93Qg1CHxSmpyc`3s?~D9xN)ITgxeYt$*(1|BmC-
zi>QKzRJi;fd56J$x?H6rQ4~Dhe5OkGt~57e%29iU12dBSF6T^21lS?H_n)~saRGBG
zR7~xQrxw#zPvgHHJzmgtniAjzu2GhKhvTr19?=ZASg<)`4cod~l};<GmAi2%c1sV&
zi_OWr*r#6e{{Fb_btxUxgZf{($NF^Pjd~hQdum{+WtPUN(w-g|0GOX2D0PZNQ!LiB
z?zA+F=^Oq-t$au4H!BiolaopW0i_jb56dY|M6Sv1`j}w<+-}!{%>P~(Ezh*tI>z3d
zt!Z2|j^80L9V$j`vrl8JCv?EruOSWRpp7cQ+B0Bwgsw(raa*=51;s%ubc#zt$9qoJ
zZ?PYjIDCsXFN8g_u&_{|NCLlqUyhUu7w1@aOi{TL!&d%PVzjh88=0Nd?oC*3!n_}_
zt{Wl(Zi<G9Q$z1b!!X`5aioi{-@(B_?HNsAdK^bfm;)RhTf83EEH$zM*AHL5yf-}_
zzED*$1?Ec<{&zFub<FTiE-tlV$Lx8V+Z4Rl>%W~jdtg>A>>uAUpPj#OA(G+1%fI9|
zl;Sh{xPy+~W;MQT5UEm&aK{F#GBcO1mp5a?f!R1spL2Tnr>`?}a>8v$Jd-Ns(D*;w
zAf(E(gPp`idFuU7D2#usZW1{8*E9@j5K#Fa;IPIR@<g56&VLJ^3>K)NmBiDn-?*_K
zic#Y2+wU)(PCy`_Wz3rmF&znsS~Fx|@Ow&?Na7T3$m@iXm+#;2bu}P@tU$Qf$;d~1
zCUu|)g>;gEFf=(Zw_aX6C1WUjzJ+#;?|ZzKVML%`D{&3TPwt;?>_$o8FhQP$PBj$V
z#?qGCdv#fFR5oAcm-{$~%sz<y5x*eIjO-hAPIIa4?A63H$+wdIIJ3@-3zB)gQaJPI
z;22xBXrXYn)q?cBmm8Eity|r1iZ*yp^A{W7aPZUHrteo0L4*(!ErSISGg@J2XQuV2
zB2HGd9D}RzsU|x~52Da8uU>sR{%oLb4gpt)8-#9CCM`<Kv?4?q2nsVwg*P?|smSn1
zWBb^&qAfm&T3h}Z1B7pCVC9GdgCiZbwJOMqegP$3R}ub1Das7J4d}QAZ|KJ4C6Rdg
z_SM6wcuOiy%0ZsB!QP#_(!<Quttb3{b(+-q<ut)Nr1z_;3Ngv`(WIT&0`s3>NDA_6
zr7p`PT|of6Vp5Zphew%uvq)%rDGg~!_onz&u{f;NOmFl01<z+&mL>+%lA*|(PeC^Z
z_|lx}zdp>XC6#O*h6F{~!s6cswyweB4a+Z8Jo2d?<+{C2>pL;~OV-pbKlML5E(&9!
z*d$^9rNUj;VK^j2iOCmf_bR4#jlSy_<42`7aK;@6mss8VTk~4ZvuCSQy$SnAxmR)M
zOLSlktZJ2nl&r5^nuzDIz@Bj-;soV421D<ropc%5e|b@2_;WCCeLcMZmUud@A~$#U
z8cLPQMPv0kDRbv-3pTSSs!5hxQt+s*v>;Ff^j7urH*WS{%ny71EOW%Sq9Tj<Y1bqj
zw<G|~0SHh49Xv*sY=ZQ(0qWG}P2mxc#W-fKz5npxY4P4vITI*Hg9&X)veDyzWEm(N
z>OWrqlDKE+;cG0t(EtFMH395haD4KGM%cwfodCi=n9fBf-MLejE8WS2Y6#DV?k30m
zU{S@KB!so78rUx0KRcsIn459pcief2zwnUfBE8MmTWEUwOC_z`zqn#?|5aZ#h&)1u
zv0a58KQ)g`tSDFv23cBOQUC2lRMz0=jD`8pwg*WWHvsJvK#rS_aomOQak%WUf){yc
z<GvKyRyb*y*@0*z1qPwDI>n514RF3i-0*%~rY#whdIk1P6KzeMV`{xdwZ?-SswXB}
zVQUlX7kK+BI9yaNVfJ{OVWq8F8kXKOy_;M6Uudwy&PqeI8g5EaoWNQef!s}B$B3%L
z$M9QgAfghPX&@y&&sF3|LQ)Gx_PaK(!w56YV?!onC=S;bfm9exo}HZ?<obf-w~%~-
zG*mTTN(3oqQX7!V@eED#-u~e{310cs4G!hL>@gbBxnX06i0be+>%_IwcQ6`@<a#y~
zeK_Jrf@JmEuwiIv&%OTs|JB>+f&Ni?SWsRLlD-x8lN=_t>#X{{iOYj!78uqt7!vUt
zlZx@zR+COC%XPJr&^<s?!@J!}%1V1Inic+3gZKj_UHbIy-2ys*4R@W7QWRpM)SgH!
z0bJZG)ECiLaAa=56d_J?5xbyl6r->Lpv*Leiej`*Ay~wL_HZKVv%Q9Q8>gb6XIy27
ziHNw9E-bB!`^`BHT%_$x_r%{n>CD%G^%BxQ?bO_{iUnJ`3KZvMsB@kNq2<YBH1|EM
z*elwhufTCh<iI4QB_nLGBBk-3E4U<46*&Z*t9h9_8qOTCmd*m1-6mXu@X+ph?QVKd
zwED2phQ`J<F`dB<;!-m~@0DIZf#ISDpjL=HLU;+UDwjE+_(?_Dl!+w3NwKZJf)99t
z!;G#w#~SBK9uGw}MYLEe+1AAI^|mv6{BsjF(P{nn&#<u^FDq<qVmK2mdGg11?<7Eh
z7S!Y&SD=gs?(#M&kvV|kip{<@u3W8+jg1A>P7tiBlA5710D}EaPJX}ehSsRp$+88Z
zI8geh<C_5|&3^UT_9zF0QJE^VHU#3rVX6)DN?@;qD<?k73+3u#Yh>XLKXW-XK>{Er
zLOsZ%nGQKd>P*N`@7HO13)Ie)L@wYC?J11y(yRb8)&5Hw$4WAKK7I1U>3h*jIA@2-
z0a()TylQgsR=_9e4pA()V`mqa4FHvxpDxU*kwQT<E)cg2(qPk9jlMW`xmsU{7;z5p
zGDTA)>+bWO)CY+befjd+y;&Ivj1@x9SVyRmvWLkHeiW`C6oml5;X?dQaoWS5N0669
zgn0k{{e$w08`iX=!*|24RVW?nIO1GM8^jSFyCDX4>3<cF0?c>shx^EOr>Qh@Cc$^e
z)N^Tw73Q8wzz^=?6>Kj)#eHnMK+cM=B2<|vkesxezUUrUo}1Q+7a!CEP7h%@oafHn
z2!-SXVuw>HNU3a*8`=K<L`nAd&(!|){7aH3jMF`Qn%UH|q5cGaNIwU0YY2>F{rdGK
z3c;gSr7iJKO3NIlU;LZGmdVRM$pb@X%!o=_O-;WUJ3~0-^*97AipFjEPtcAA0gLY+
z7~WWF8(PV$^bbHyV1=%IDJ>dJPRzcyg%T)-CT!Voyu(aJ4bs*sl_R@x2&}gRRZ#tO
z!WEv?ySaz8wbE8OzAl{N^Y=(Z2z7OUsT>dT!9OzIKq|OCs>h~WLh5ZS_44vhuWJd5
zD10}MRtc`wG$0~d?7egZHtIA<`aC2NBb6nKc5!4(#~!^g6N_0>*s*%0p1F9zWzBPW
zn-oJPi(Jg>m*!GSuc6XS#60o0a-b#dVNpRr)TUj!3<MHMkDL3RkjE`3BbxtW;371a
zGFwEXWs)=GvtU8wUyYj#A~h%?=ku_6rW(u$)Rp9jWQ)~*eti!R+?)r8w0PF*;6z`+
zsYvQ#i)Hj*?da%u*rPfh2u_Ez;njiGrQP?M#jx)s-hq@vwSbym5N9^i&C;tvMzAEC
zcKfHmy0q<N=8D^-T=*`SUMX+cvQkR=2Lw3YlC%msAntlc7)v3f$on4@g$Lwclih?x
zSB@TVU5fy(uE?YvKH24wN$l&?(z~u|?Jw)24p7|<f^+7n`&R|3%Wb}l49xSIC4v3(
zwO`<&JQguUNgaBekAL`vd!nV|3Prwndm+`Q^Oh{R8Bq=(x)0C1^+$U@h*lK|SL?+i
zi`bdJ<TreLb<N1ZPLR7YPD_!&6NA~~X4WH3wCD09+wn>_{!rIw8m@}%pJ3Wc`!5{!
zw|T+Pa9GBk6)k0&5Vs^??#8Ze(S7UMIXX6A{^w?5yO^NZ76U1>7?!h<1T0E0qv{gL
zqVWs>6lw=iU>*H|#0tsu%zug6ooUjkQ$5=I-ut#;FuD$H1G~~5(h{-c$}f6(hDDV)
zWg(=-Rt)z&p2nMv^&T9#X3UXw)CbrZ)f6FEr1uHlItgKuqVo#h>u}0-G^9u(B8MXE
z4!VCUFc>&f#e3A6TAp#1M;@*|d~jr&Xw5N2yIUBRc3lXs`uER)Ja86RR~?pb4G%Md
z^{0JEO^E0YQ)&8@whN{JYDr%ou(^f^Su}4+2Q>C<CrT+;c2z}GJyFgHb&`SE$UjE*
zq*cbhtM0Et#;_U-OQw{$b{KTlVhR;v7>?|e-qHIBmBxno&ptA(M^)kdg}MZEp?J8z
zE_3d;;JXqr>%ABeodFtB!QW9sp@-!A$X?t2*DnF6$RXjpcUfJwT*e-c-X+tg?%o|y
ze#R`!nxqj2dk>Lr_1mGk3INd8$EVuivB&E%`^cxP31E`LJhXB>Psrim^<R7RKm$-d
ziDf@<vFO`3KNMX#msF5)aZDBx_X0W70e4^z=dWN5QQ;YA+JXUJBt_Mtu@*VMl_suZ
zLF40#qvyBb3uYSrs`$%Oa((J}wZ%ukpNjq>1D$a5b(nl!2k}K{D5BMR{*AOK10e{S
zV~5xZ8!iD+$|j0iyELItOI3dr79|E-7wH{@?-0m|-+@uVHjArYWufk4r;*-2jw!FN
zRsftx=X61LL2v0WE>0n3r9day$2kpje@0_PHit~!cg<LtvJnFt$k!~GE<F|U6H!^y
zGtSV|v_8f(Z)y+lsiL@ycswe~MoTh1w!J6x&WY(|!2(T6f5Z`Ij<qnPQVO#SicLLV
zB@sqPMHE;d%XFdyO2&VZUZoa5OsW$S3vj*;(SrB2G$;F13)(x|ur>cIE!EKGJR85&
z!D^n_t?-P9Y)^|KgOBPe*dJ>s(w-<AnV6ccv0ecGr43n4_%8XWX!ZX*`OYQq1hV!&
zQ{j%OwNsd(siFk&UP2!x!->y8Nu=y>IB2_T)SCM8SWf;=3n2<P)(ZMfG~frsQMR?;
zviYK$!v?DatqfVWZ}pOOt1qoKx(4=9QIH#4pN3?ZZ>U*CM5Oh5*-NeJVe_>8CA;Al
zrfWp?Unb=2>hiwK`Pjf>ljVE#-Wp6(Rg&NT9h<#t(I_=;J1xt>D0V^1e{_nHFgKJL
zX;zT-NfI@_lREx3yVtCTTfu>>iMuz6bESpjlT<VvQ!AaQZfXzq@z^dK>HkX;l^ASi
zv=oDy6dryO+3KG@iM@KRn4F|36e-mQTbVGsG~YN?t+QF}oK43RE=qo89u@rnu0x0#
zyq@=&yV(8n2xQnRjEZC;A6}=>-A4>fOj27ckYJYPmmOmN&wcp*zc8+UpKz5#3;9FO
zNx!b!%6Q`G4$_m(_ln$uWGYS+x3cdGh25v1ugZTtOnUh=<f}@${EDM#UgK_77b4J-
z@m57t9HM98OQr9$sJJ-w$*=}op_l3}KFM>i+1Kv2rB0$g$}EEC30?*Yoj05Dk0hn1
zH}H0L^5K~p5BP8Q=+@UlQtmNMW&{#ch=vWupP2C@+k35lHU+QLZld{OXO^HU<0lju
z-g)DOe^PBW&9G&=|9iUS13XRnFEw#~TVQ?_W$f&Q3(0t#2(CCGT%Uf!O-$=YF|WsK
z!J(E4luzUk@jp<yx<>(I5q4|){L9XnRRfp7_g&*s1j|x@UEvCaafK6>VWL#XtBWr8
z*qxB+QuZWcge>x<IwNY)hbccHsd#5)l;%$69!gTDOhKsAlL6AyC6d-iwqj2vaE)l_
z{k?7JiP8^EsxD(wqRD<axcqcIN2H%dJzdqii#1+EEbx(7AP8HV@NZNlG=M9j`~I{!
znX6olmBNOv1z(mv`Tm>l-=AZweg9p!&2T9%f%`PxH^lZ0F0!OnbvQGBvIH-RFR9Ae
zoN<iPS=M*TP4D$%jxaCdO2YhVvLh3c{=2TA)p~8F=e#yg<DH)CW%)>ARELA{Whe@_
zq^1ZI6vAA{MTo0N<OsN=b(EY^OB0JD>E*=vJa+fUK}<?3&~^zk_iB#4bRbVHjaIxZ
zCuB`Dl7AiNutZppV(JVfbztoQp59IrtTLcbMyvobA~7_{<O*6)o$Timj6_5fR}wB|
z`l(c9ri!9aQeT1isC#<oP=iA}93jwQ!`3suESubH(0#Lx+-u5}fAge6-#yG86r9C^
zDeH$GJ2j!Bh?NYflDPoV4h?>g*G=p9SyVMJ5ZfFBS+b^JUZE5dtpnvHCdGf_Mjwy@
z3u6i|4AF6<z){Um#wD;JB5;igYyo5m)w@Z*PjKpK2HqPF`i15qmOSFA$m<3e5T%yU
z-G%WTmpz+Oz79dU5<^BvyV123drZf&oP;D{m9Ws$_Np%Mmw}|hD$)FaMPwt@lFW9H
zX`&cJoS2j<y@n}cb!vcW5-{vyAKysvGAJ@lrVoO1Zu<wyb~0}GOHoPRh3-fgL9_82
zRUq#`W2kK_CW6%+GwJ-2S`@oh_Vz*NFM&s_s@#F30Wk>!{)AYmS+Cw;`T?b2LH9R(
z*hR!PI9L?+7PwIGLP%~zyiPy!QVvz&nvs@r&iL_E<ssB$rW5>lJnX7s0jL#%gX|MQ
z)Bp0)5)<(V5#1$}2yIV_66B?%wrVXc_7I7!_!97$49t)@E0nLD?!d!K1tbUr%d8tc
zR^&gws*rPY$uBA@SDQtyx25@j05naRq|0o0+1mfGDZ<d=fRN28Y)Tc|FnGui<_D<(
zPK0|D&4?y#ya&QjDjEm(s0J?{OG^Y>OExlY-<xe0NNtmL!O>{u+m3(dNyA~i4A&Ay
zUNWm@r@5CIlNDvVh#aRlQStms2lQis5pTs1iH3h%&)>$x#AL(JKiN^ae_sD}jLm5F
z7C*<;>({68AZ5^tI2f5^jSI57Ps9Js1+V>gqBuAGUkWQ%yWRg;Rqt>7!tLLBCBp7K
z>m@H{5OSXhqT&)BcV>PwA<TK9!IQuKva~8fVU{-sh(QI=*zNpZvNiGo{v|phG)$>H
zC0R4gYG>D(wGk<bD4QgTQYk|#))I3g;rsBji@QciS4!^i|4zFarKdHCk`%uIR{Jp1
zpB&ZNQd5#8x<%}k?+VkHdQ0LfKR1>Cy(Uzws#h86D{ebUJ}z(U_HT9Kpmun|sdlnU
zu^h;bk37Qc4lCYi_OCW_(}FUADsA@Qu~qpp`4{~kQp?n?>f;{&`d4x-R=Qh;p85O5
z7~BYl^S{6N=Rg1ZT>idZw_osFPLad<Ukh3F*Io60Q7rP;AuoSjnEZ8w#(!=B`Rkdz
he+7d7e|>d@W>(8VOZP2$zeM3@sPzb|W0p>9{|79V!oUCk

diff --git a/_images/9455ff98699fbc0af23dc249bb1f5fc6c70109207f35af8b145a3323cab34144.png b/_images/9455ff98699fbc0af23dc249bb1f5fc6c70109207f35af8b145a3323cab34144.png
new file mode 100644
index 0000000000000000000000000000000000000000..46e76f8c11ab68c41c92e126f47597a09d3d2e34
GIT binary patch
literal 130387
zcmbrmWmHyM7e9(fi<F3nbeDv5ONWSnh?FQHAYCGj64D^u4I(WiNJ=+IiL`W!bi<wd
zyyJi4^Bv<j&N&DVd+)W@oWGhoP*p|#CJq@63JS_iMFkmk6qIXK@TUd~1HKZBjl~E5
z5^|K)a(rrI;`q+M{x!;D14mm+8%N7GhSW~4?H%6OSo3fQaXetBHgj~ebr9y{wEDll
zfy2h$l#@o~`Z#<DwylD;0}2Yh0rKbC7m3_ADA!O>6lEkeoRc@}-#L?yo-}$49A=Id
zujltf22Y6;SEFY5C!)|)JdEU&z-q%r!}3)ndP<~^s%R^<`ihz!O_{TuzpcH#;Hbu&
z?TuTC%hjiMhT3ICW%h(_4qJYFA`Z*Fn}6N=UHYG*DMr#8wgwQ=$%PR5&O5)OmJ1=}
zhA;4Q+XW+EB&7?BuWtL_-^(jc{r9cy0d$Pk$TtxhwG!T{`tSR>=K}(D|NBu=yVlnG
z|9wh`py50T@)_K6<p1A~<L=dS+p5I!{y`TmI%ISvvR&sxjn$F&oZB$O68V{S?uWU<
zJF8jYLxY2Mb+trv?eDyi%do>0yx1RBeDug@sXL~lmW|uco$0^d+kuj!-bHo!4>Q&C
z^v(LlM)<pThOMMK|6PeutL&W@t@~@k->)vu!rwjrfBvE~D_p$$5of)On%dybUnRKN
z#Q*&k?K)>}(^MD6ce5Tx|N9HF(Vf2!Lr7=&C|wo_KR-!Rk(6xu-`~Xk?uFYm>WyZ3
zTD{xN=CYob8}{EXDgE!aFZ}Sq7Y|?#>ZrX3cc%r<J9}X|@V{q9NSD}Z^8fEa{<m)b
zf7YecFo)X^7qxNr$)iU%@cggm4hQxuHLp1y9#_G?m+T2~{0L+T)re2_ho9sX7A~$x
zTnQ=V5cx@ckjnUB#!GbPj(?YN<dxTI<5P9@fZ$+}nK(+ic11~Ks|aE#Mw-2OlTlZf
z+}<uncJJOBbMy5bb4$xs>nb{|W;OIKGv3Uxjn{-dU0qEJJFiN$2+*#n5o7yFIXXG1
zKY#vCE5lJZ#ka*kneo=z+FHH--Me?Qb91B8(w;au@hj!*I?r~Ka)+^%x>|ELL<y4P
zb$53&-@m_gU@u5+Y+@3bkT5PSh<7_OIy(AVumTt9Vhg^+VzNWOWRd34nV@3i>gwvJ
zwgc7D(DTM`-$-Bs#d8~x3RvrvJXcb}@utSzcY+-^gzRuSGR4R*B_*aEVHB3L4Jlib
zRpkyVDv61S3d+ja>FMclC?R)wFnpT0*e~uDR^QCNSYKbKG<>11F7@UO%gviNwb)5M
ztE6-nYL~|gIWU%+^chZ7+m$BhhY%ub7s3oXcD&|o0lV>Jl}&DaeM;ahrUw?k*iHHp
z+u(!axeQPh6%{+`yjt#C%fq6mX==6?zo=bwE4LWqh*o0YG3ouZJpi9hD&Z-LBilR6
z-rn^HJ~(+~<kzn<&kNU+XS%wR(w)fXRlFJgXvN5{8kSpqAj?dg`Q^)(j#sb7ieHf8
zV#Km*HxK1J(yno2iDG;l6!;<}DhLjQVBVL4f(;rIK0dzQR54voEKa>@f~YRXx>^@4
z6<)iI;8$Fo->fDV-OdljULFzE!qvC8a<pSVMlRu}uM|zg$@0Blh1xA{+x7CVUo#;0
zzc!S^uKR7%_fEOA(B0N8Rn!kCaPOwmHE%7asw2wE9)!rzJ&I*FIN4od*ZPW*HRxPd
zdv}2}L$lyX5Z?rHQFE*7>+?}h#0~lq`P`4^{J)Hv_ls<c_Dfv3$8x?@ad$u8`8%I3
zbhqth4TXax|Gkuy6op9N+3k*vgZUk2EdQ2ON8x=}G1q#^7*-Mk-l0-0_UxRTl%J_p
zr8Wj3x4b`o#F+6svqG-><IQ`_%*=nz_XbvA3mNw(3vu82ZO2G!nU|MGiu;igpRaM2
z6SLe+loCynT3nnms>@fuL?Wy{jL?c+v3X(V=g<)9Ls!>RyT5~TflwwF<eopjb9FM{
z<-AoncD&oesa;`4ct_9nn%C9YY}dem#LRTC-FsU>_8Yn{DL)IR;FXW#IwnQb*3_(S
zZf57_;}mH=GBl)xJz>V1Xf%C5+Var&$I#G_6r3+?i_8%C6-G+b1b?8s&5u5RxpZ+f
zYdYT=cz)a=u?+t&mLdOP_O*8t^}|L{m1nHC;dAI27`ifl&&;S88PVC<+0ipHMt=H4
z!1E$?QKsQW(<?5h_YJiQk*)2a_gt1@o;z<8RRx5HuXMAOEH+_M88`c4chtIZpLRVQ
zdmgQn!|vGhilBB{MOXJ;Wo2c2pGjn7Bv(=&chsI@XJFkg5*qlpkD*~<c=|3&w>67&
z{Q685%6d4AU?pL(|70KAwFXd{SCSQs2927xt?UiLg?V_0!TzIXVv354^wum8o0$&b
z_71q2U?`JfHTlhM`t4XmLPA%PO+(j<chj=c($@z>_i%6A;RwN=d`F(5BCoA|_i3&Q
z12;Ee+CWEx#~Bogn0oHBp2{)(9=|*Kg6=64jQZ|7vg{;12D2r_#c~8_Xp*l^_t!cK
zU!rV`mBbBrJeZlpLi*V4b5Dtq`a`n4<vt_W$Eydf{5CVa0<-Qd@Ng;i67OXc>Qv%H
zb;&RjM^=5;;}|jLdlbj9Rcf=Cp{=IY<c)sA%-oz-L?nsZsGaL|H}U-Z{Fl5ugYB96
z-<IDftvsKfz)sVyb+Xc!*mbQZ4VCNe=?SlXxmbQOhwnuivq#BkXwpS0otc&8(|CDM
zA_^@Lp0RbqiAnMIWwLQMYkFEmq6}56v;qHt6*^)Zio@G@{@DI4yLNqjeGiW|`OAJ~
zt1_#y#(dGpZ)vE|xeq%mRL()F&pqzG?#G@b!^v+}y-5Q2?@Jm^gDNU`;qF2PR-|)>
zuYI+i7PhyyClzz$MS1h)jlBq2=*N%{T-bWZ#>~m_gE|ju{Z*&P{@yGftwrqMpYj25
zIst(=xK(mHiBLId9UU?_a*eZ8F%DGthCEfIKACxWfq(#_rl$0M6~E{~`mvoIch!`A
zk0Ph#oGqz;izMvI*RNl1PS?g2=~nH+Q{EXjP1}K;_ixUhs?4AT!)a?mR#6cfb_lP4
z!0_m(-@wZC%N1HG?WbirMT?7zD4!xDrJ$;Jb#>9x)4$>(Rb?hdL%o))!c<gLG%`Ah
zRMb>4x8u`|l9S_waF^}+qvOS>C%?ZMTu&0PF**7>4NXM#`Ez-BdH>CE=Rzn4)M8>O
z2ODEOlfOz{4xr!Bd#JBZISU0Ne5)t+e$>@{EN^yWe6f83#;CxRRJX8`y%ip}Lrc$#
zjhDkCBdwPgXV6Yt*Br|X+i-eKcu0c%3gB^n89VP2nEh%tNXt%gLoO>qF^X{qZjlJb
zPpjUQ&zt(+$kQj>p6AYv!W78vn{DtAn?NoaDIl)(shgXY*58*%rmU;Z8)mmxo;RM}
zPDn_A9kkq^GP&USu<GsuCMHaurXPTaWZc}&(*M3|#Xa+vIKKu*t<7)_o+v#rj$H@E
zyHD})3YwZEoOS=CN{j#ny=b_)*uMVN?Z`S7_DGj8t+;rqcDYF@oIS~dH5mqehhT1M
zRyH=5&C(9%wVb%)nWKh|+%!+t@ZV1up$M+*&Djbr28~-+-HYq-8{3f0Q8(ZvTQbbT
z#>U>=WZ6~E)3}~0i|!+7Zeh{Y*GFOdF;bNos&$-cNJL!EQf5vLdevm;?6!Q?Ai<qG
z@_KrDB{;J!+#9;zEbngoDq1M6{fk;-YW8l%g=x+<{_V!EQpYv*I(<%9y=5ke6UA^N
z5n<u4lUvY<;q-FW?-Mm%Y}wouabh3Scf0>Y;(~WT;!2c1DHM8CT%5jZ;OzOb033qw
zl{BwZ&W2-exY@Y_SGR-)_?&83P%J;Gy1jl8*juVvS_*o4<S{WZyM>E3UT62%Gz+QW
zbR)kY+3WHoIyN>_vmo!wmp_H&{qwMz%O@*oxs{bMP^=Q*k2c9C<iDDmrDmKLZa#SM
z;CS2Xsz=*2rER9(4Y@+(9$<}40rToP&-p=P>zMMoy6|b3ed)e~uC1-@ezFwjzSk$9
z=XG&_w9mHSJLN8WCNu7Pk3BE<(j40FntqCjL4VI2R0j|kxoi|YDC52H+&+MEF#!1h
zno!9P5xS5HBFv)NoT=BXnGa&450#^P0pB+S*Af0M?lhD+D6(TA0)Si&T<n{L_Rt}D
zDi8X4_`D%_OdK9(TUA3)TC>;J&GRZNpF#18WDaT>ihD>+jeL_jH38|j!!4&;4P9Nf
z+qZ8k>Q-6D{3_CAD$*{ObA=<94JSZpqTDnb`352KFwYmcV;eCzH*PSLj7_eb4Tzr=
z8uOCnyy9XOBF9tAQCGZw|NhYWXh9C#@S{k2MT@cG7?ixvpXK1cb*ijW&=lZ67HK?v
zN>~4{`34a+ERkZZ(^e#M2T0|N95s&_h)PZ6DAFpGn)qgwq@kff4;@Ppp6Sr;Qcn&7
z<2-iHE{5RwWOqd|JrbC4&N40^Upx|}46k^*p}7WlAR1*YRAA<lu!u+wR41j!j~_?s
zm&73tAGp;TEL@!DVR_nt*%=)0NMann#RJ!z#6&X1JPjp)hGK_8TNT6Ewc8E4aMj3T
z&vxh+%I!Fdd*PH|%%6nsHc*hCPycY@yMt-?)|j3{XmnB%n_r88i>{>PhYF|^C)=vb
z^mjw$)&PCQRe8WZP&YTvcTWaf4h^lXB~`+{_y$LH`oK}xVTvGOK;M)hc|>L=t><3S
z?7u;IDx`O+>FFu!>(A``{Y4mvhF?`#X;3w}wz)}9fc5G@!dESJts+ev92{u*RCZ0R
z=9P)QzGy^5M6Q;1WC?SJ6-`Z<Uc7jr@$4C#aTI9uP+~tNCo8L~551TF2d%Gd%c&e5
zmawq!V$dw0y1AN-;+B=YQb4A=dwZ|TEz!a|=$IP#NpS(~e$3Bjow61Hz;B<JTU^Wm
zC_7%%<pE&-hwuCXyuDG;B!4W~cUdV#$~=2^8@kYx>qgO(^FpZQ<hM}hHc5{-zWYK`
z0vsYboFw7ZkX)isFsiPq`cO@c@TXP7WVtCmbZ?#TLs>PzQbFC_O3iazu$edPUU)XX
z)MsO3Wu4Cq=2+jkJU`h(x&fwR8XdWgXQz4P1D9RnlWhfegT)!iD#cwmNm1dtrH1GN
zQ?}Pj>UMFU;0a3{H{mZ<{)}kuJbm2}K=$_STja3TU7l_r$5TU7Gxh6T89b8mfb_gk
z^T?<u`HD|B(ST2lTmCJjWDTO_hzsuTSJ`wDIXm2H*>dXH@Fgr2Av0<Zp<!bShQc;D
zIM@`)@Cc=|vlFQ@q4xyJpeqC9omtr-<Q6-=5>LaIByjaZ2jI<1b`!u|_UF$~fOcH#
zkKM)L$;xFBCiQ)!#)2=~x7-x?6cyD1+xz%%(nkBcJp)p;+`d=e@P4n9vtH@BV*mXZ
zfNKB!s;QxZSs@{z&GB+fC>V!ZlWwoq5yH1#e-GCmPaI8h)gg&FXm{4)SK(ZQJY~ey
z<@B~^N4V!co%r#e>*A-YbblMKJfXye>eISE*qgqn>{yLDJap15*6W(RJQU!7Rs)~<
zt~qoS`o)^#(A1RjqesE)CU6JF#>QN4*GCL=Uy>;@6XVP;EChy!$C+xtIfGA_n3ymw
zeWal9!?2V9$L|w;-oROn<@f{W%TMIxG2czu`PX^u%(uDk56WAPm-*eZsk8g(!I#tr
zT(aC|R-B{Z*f9Of?W@<7C!<Po05ul0`d7SU@Vs{UR}Z`EmJ=<ip?ZBk`&+AB@A?+s
z?hGE)(#AF*o{9>M{$w79Wo4*Q_!|a-M(wz;m!K-K>r{Lh@L*Jq|FPVc<Yp=Id(fns
zg^exi^XHE|{eoE?hjt6?+}2Zq){PfV#ntmT`cT(_)R4MVPg`G}uSo3uHVWsqnGr>p
zlSywpXdn!9L9|Y_6tHrACM_EWfU<~gl{06JZFF^aM^X^h>6dJxuOGMq%=@Cj3W$?6
zMv33yzV5e>B<q?$sF(v&C<wg+bfHX5@JWmTf9dDAIv45YFfSaRsxtc}CHOr}buN3(
z^MOo&=Fn>T0*yMtaxyc$Rhe4>8=)Kzr(L!Jc<ltX4u=;u9k7A1g=Bp3W9q=bz>3Ps
z9iTE%$;s@&vn5^^7I5bs@auYS3QWBpG|T?_^%E5EkjC>R&X9WoVQeLJkx&p5B`(&U
zAdTqPFHHpfjpRKQI+}9$z7(sgRc%Y-b-qCL{g3wz1dL%=MUvxgH=J?6DXU4wAKEyu
z2cTjLU?VavP9FFHw3DUCM;t;X9>OH8ty>~t%t4}8=X+D2;y|1JH+yw?^c6qD=rI>5
zKvndlJ~;;m9vnZ^g3<15#V7?u#S@jJyWzJ1Mgisp=m0zjI3>^|I8bWDuQPPZjIm+E
z?JRT{Rq8A)#Ib9853fZ_W8k&D;`-w#ywu2`*gR+ZDKT-vV)o_bZXEHQJA1(|&rxHP
z+Mams-r}fPr3IcJ7#u8}HOS?(sWt94vgVjMXyy$49Lg9CAgc0y;b4jLIs9D|>_2dZ
z=3;fN5%pwkICpQxZM*9>E}|j;8$Ir`@odSI4gN$QIG82xF#bBO>%w);?~XI@;FBdz
zFGb)#0Cf@k0y`J~z02P6&Sv?5{nf?M-sJ3M?C=wb6a?t_Q@Sz>Qw^y(A5Fje4*Ptu
zF-D1DYimo-<6snkG^}NB+ntxa*YQPdl}{ZC18%cj;FViV@>|!eF(xJ@oh(pYbuz^1
z*-x2DWHKWJ6jp&h>84K;uw7xzf*4<4--VgR4EqNpYzHUq&>$k>;>PIWg~{=5;bLH8
z_=uS}npf7$c757%5_$IQ+2ZoDAuri$p1sAcD7Au7_<rE~O9|P4|FW}vdwZ1uC{s{S
z@bd9-+s(J?XP{VDCDqgj>v7zH8WBRqr*wG<V5`h-K@Q-cu#ntOGu~9LoY?$=g07w(
zqm}*?X{E-|U%%ww;tmcD#4so><|Zska>~n};!z34w|FqA&>Kq6Zd1b(0QA>5w-ons
z8Ntx+rr$nq>`uVF6G;!%SMtRRiqOzd<`|{2vNEkY=N-itZ{4!9G+5PGV?a}oQG>2Y
zfQ9zYwZ5z~Z*-jwPl4#xEfBSM`T2=(F}R`0QHW@gTt1}!X>?UxEx5b8Yi4Pgosn@Z
zMWq82s8i)_6J9bFX69GGIvgDx;iKThNtTR(?!}3D|GB0nG!1DdCnw@<6-TYFudWT}
zJ~4&%<s&>}UA5PG>j|#H?}pQLwtn$5OMtonRsW{<yU`Nds@f*VWZs=}7_b|A@eV02
zhnwRLBO0PDfs<RGzkQ26J#~f64t+M+zMBOEfs}ooifu9+KPfzGeE$|;OYY)n?2cri
zfEUMCR-i3U<lZH!;YlY~0xbdxz{UD=`W;)Dhc|BADAg%~;@U%l4wPHWkZ55+61W5~
zI27spSOPn;yIAF>116w3{rKnNPI<#{{*b}|K>U>B@Z*Ya-*%gCaN1s;tWe##MkpJx
zylevN_r}U9X6$F7<_5OzK3DsXfYwhG?2a69H=u877EpW|f1m?Z516TfiVAWo9%qN#
zZ`U<s)I@18)mdZKt8a=PxL(*%?8^nmSBKg{6NDOr59Np*x&tOG@0eZJ&+WYvpy3gZ
zTwohM@HpMqs(eqVOz)(eqn<Ig;TC_NkL;#S(P2Ek87{_kbaeFJTTTEE%`7a8M!u+(
zT~`c=kXD|O<9g|Fa2uX41?>J8wN5vGixS=h-1DWdFq)_CNfQ6ff>BqguvjBpDsSra
zQS(9bO8YQn5M7mWq_PId-&%1@cm!%(D*>(X>hi+)_3Mb_Wb!lpFlxhje$*Xj(Ot`}
z41db`U%ED8pXrQ2UbV8yDJ%>DDaGEw0d%{(WD}P5cS)U=9P_?JU0j)?=HYJ?sh|RV
zQOi<LP)M(-Nel}M`^|2R2C^n$``AmbzPDp9<ju`lMVvNQ9V9)gp`?8N%&7F}5%j;s
zl@*6>mfTiK67Ey_d0+T6Y&2B+HlI%1ZLPrMaZ8h-Y(*f?rO-Lc%FB&Z9@D*t$4eke
ziQjnAX9H@}rCqP7MJ981WrvKK@&4){JlS^dLZkiQfG%|)a<~{fXBWp8o-UK6w&H4e
z8jDLygX80hj~|Cx+6CO~Rna$ml1BIgz)AJ_ZjYj}vgqe>J~d(x-7+dFh~cKH?G`$_
zyM>oiZMo$zys0}kY%s@)gL@al+K##b3*5QGG%yd(<&46KV4;<k(VB@nl76R`XP{I6
z6RiILcS4b3qzshGwzf9#B0#`bc=9AX!Ol>|Pa*a!p!39C9Qyi_qfX0(*drAcMo!Lf
zc+jvL?SxZ|O-(y6teEa~WPF^$?&2HMqq{cL9mD2kc?IN+?OG&s1`XC{;i&H;M_xD*
ze9F(yceNbo>x=nYe>7vTVFNOPV;4i50-UxXsOKNIL^0`tGDoJS*nvW*oC4_lk9)}8
zG9piz<Iof)C*N+426ZE{DLv}F(e49MM|-trX#-5RNl26cCyJ~eTtV57fSY9~(q!vP
z;E|tzR!(?yHP(2^aGRJ|L8nMFQPibu9~iy@@C;x=L%_Up+S}VH&nCB=-oWvLFGse_
zefnlSJ+ZQ(<z5wb^e$5Z3<}JQ;WcN#PA7l^X9|8B0oO&2@5SkXp6AKZ?jeXEQ7I{X
zrw1F~4<{_HeaX+y{QP<O>p{WCZqN#<H_Lhu0ULN1Ed#@At$qhCDB;8;BtxU4|1Dro
zPcZt6VX@%QUJhCl-n0REL2@}_S-6&$5hzaYFV2pT%F0ZP<^7%-3$UNiPoc=I1uZuM
zJj{s2v50*gz@((1?Ja+8swUrnwXl7ZHM|C=vSndsXZK~HGO0+N#Vgs@*NPjyCw%+H
z4>e+OJ||+6@%#7h9>1#HfGueQfG^N2GW<LBUG!uzD%oW@0TAGRg2!v9s(N;9w+r>Y
zM?xEY!qHN0)PV=Wv^Vvu^6{`lYWLm6u6j@Z(#pTqhVSO6RU|GPL8?Pgbhy}|R>={_
zY3-9XjrXr!XlVEjtSrE>-J-DuF;Tu?^nusq`Io~dk@T01SKC($4QGEBK44P5Y74sE
zV$BL?Z*#Vh3LuK7r#P5(LT`vJ@nQhQ)#g#L>v>?0H?8GX=oIPUG1BV6zIP!NqYO_D
zVkO5rBKTn|IF+>p+6gt5*hJX**-xvEp_Z?WGTu3Kfe}ebNi3jy-lC%lf}UDd7Fk%x
z4n5VW_Js;MpF!crgs0&ik@|j8NV#T=QY?Oz8WlAxt&!?HkL`InoMsP&^4eGPQC0-e
zr+Qtw`~@PXZ*>V9V;QuKNQ+sq{h!kIcT-+oosPA3bSxa5m5y8553M!?_&#f0eY{yr
z?yH`+i0^fLUE*{wyc$5Bt4AJel6E*cU=GoOqy`Mf4lJ}X_Y?ce%cI7gGdK{4cqY%M
z>jY^2`AZKzx1+zWw<an9-Ef*)9r-Z_0c}?WuLatAZi>@HKtJRB-U+w^nb6oh;Sg(o
z!XqIHZX0@}b$ZX2JP(J<^ZeNJCedl)?NfJg01sAHR=bA^H+jp)L)r`@USjynRpaOb
zHe_L80loS9r=+Au&!5L77d4bz^qKGgR6_xGDV0lm1^(|AlS(!`N1)Sk;gt7H^~W1L
zL;!DA)s;wP`~lC*boldQk8hQ4h8Z;rwFZqQ6HHTCO#j?L`v7PL<T9kzxme+Wxk=Id
z|8gl^{(fI^t*f$~lL7_@`(-7Ft@srjICkwaUl5`OfBj;Ndyj~dP{2J#PT~Grj~cK3
z;~V`cB5n!FS&zZagXbihp~?jtO}vkbiAOvwyuZJn(r|h2go`W`gfQR`odW|Mmi$!1
zy>~q_)bkKJXO21vn+M8Q3Fwo!{w*JX2GTg2lxy?5-4w`Vo_DH!o#Fl0-^txw)Viv6
zz-Y?)T?y`?`~w3@3tqBN%g^i_98f6n!#kt}$^VYp6pShXj!xSGWn28HYTR;n76d=A
znm~fN%V(~Uwj~o(Mmg08+6w-Bw;Uz6-G&cnO3_O_aeD<XFY-H_K&)iRO{NW=gfdyZ
z5GJCUrvV<pdnh_|ibSB*sIeWNfTp&aMRgH?$Y_{U?zUQep8%)>2pAk1YChgs0Q4ua
zCe{k*29TYYiLqy68UQctPGre$jCTbo<<Qd5WOV#sBF9?*Aiu%E$=NYyo36@ioDn?b
zGZ!D@FGcfS|L9qf=EB~|sVE~U?%{*-6f={m&O)V<v8USFLWS4;;3z36DdFjsnVcW*
zh<Ro)C2F5K+Z%dVs1T5F>i5FJcTK;Wy<d_gs|A{+O~VP}*%4w!JplTcUOWG<=IsVJ
zt#G?j-yQr%Fcl+@5p)gE`-cQrMU*P+gP%EXEe0Cmkl})e`X3L>s;_^M8j+KojnD}o
z#ZSy>HaL}X)Kg1k;iLRpXa@eVva<dzHNxE4*#QX$5ISf%rT)ee;9JV%4y!>~QqRkV
zhT3rk)_|Bv5oT0uEThOBiZ@>1VU1gU&dA7kawAACOK7h3N`}ViIbI7m_RZj>yP?Z)
z0=e|3@{AuXc<ulvwmY~x_zveX)zvX(Bz@O%PZJ!%<FzMV-Ed>bRt49OY^ahP2x=4T
zQNY7YMcC@Xs++vDW*~ViE*cLF4<~?4V0XXOHIp!*Qk$Iw+S!M{-syzlKr{t1)$@!q
z?gcSfFJ|1s#c;C>FT_8TrT@0|3h&}fruh{Y2m~68j}u$HF88PqBM?qbCUcq7mJS#r
z%i`gn1c`$_xb$t(I;zU!aNN{GIODa6iMp1SvpT+DI3~B92=3F*%5#XNm6w~kUg`lx
zjaj7*5-32Fvd+ns-UMklRlq>4!~K>%4E_Gy2}jmfD&rOSCH@pAH*c#Evv6|eR#ZgS
z)rq!;Q+cU>KZKp5qpJ&55a<*zctC}qV5vWS+IWkn+$>|z4Dbsr8`}*v;x{%n9VX?a
z@3!>;v_s{AGa{o#u38HOHES>c&SPIrBt7VBc)H0WX1w#Zg0As%v>OhxuRn-~2QvBy
z`Rf!d1M8UwLh~9nU^3jI=-FmD=n3O)yXyrdj66J1F>KFKZ4tI_+(mS`pDSSpWoEbi
zp3PUFbeB8fUi;>=ued%%M~_&1#++`vt{CZR8SESHJ{A}_N$C8q3DX6-rJLpOnj=Ci
zZ{Fko3L3jht!BaNnL3xkmyMo3H>{w|&jYkt3gPL0HJbmdg<oC7`P;WwP2N$A^`FKz
za=w4R3ti2^g6)4a+hid1v7w>iCME?sF%CN1b~bEg5ZS<(0d2I*-$al+w%lJviXzN+
z)I0~APoE}4O91)~jC{Kbq{0#N%FP7JN*(ywCX;dl{-m|lRS1t5aIIFKF3;c}&HZ@w
zv+H7m^SPcKIuv@*)730dXi~}v5B$O<F11M3Ks}<I9YDW9^40ag9N?KgJQT|IFp3`V
zq*{Q8=H=(Fk9x|<VK~*+j~zl$Ihf#w1`<`{?NmXKE&W=e-Od2PLZINBpN=&mi$E63
z7w$9mOC@$(N09t8*jpg?PE1Y$f{lJ`!eoS<qQLw^XeHTUsF%Y-oa%qXH&cTZ2r+1O
z@EpiOm%ns{;@_NydL2vEz`(#@#!Ch~aq$BA8t6SOm@;YzV=Nha1P`ddlZlC`M}=Fz
z<PMYt@JJ%*g=7$e<{>qRc*2Io-Eg`9_+WT6*3{I1;ZM!Ov-dTOnn@&LTLx5LYzvOi
zz9|)y%ZqI<hd#cse{qfHviwFe_rg0`K#>E?&(vnwx8?}jRvNf3$iHCKL6+cc^W~?8
z8!~0Na7+NNv00qCizCZ1WxM)=osaL}t4U`=q&pKM<Kd}iVxNh&Ev&ZKss(|pn$xrZ
zS!m0A2rL&6-E?3uuecOUOiX$uR|J8mE-2IQ>_9Q^a#=|cU|#{Z)DXx!G~L65;uRSh
za=hW6KOa7Rd=o5vPzG&*q9lX*M7yLbl|e9PtJN=#I$eIZNHbVHPX@>vL<Tx>>HHV|
zbWeaa1kVIK44yNp0(HLY3}twvSZKE2^;%-b+st?$fU^e72Wk@#l~mreEd_9@JFuY?
zBT^=aCVe11b%O+!=^17#sBB<B0}V(yO+2NyxA#jL9hr<W`RM2<td(3SSsRq`Cy9l)
z&}%?&jF`_f1W7j~<%Oe=@L9+bh*yXr3`zhASQ`ssl{%s0#_g8;QSs3V`Ft_p%6#11
z+%$U2;zMgl1~L(vkE9EK?x30RHHnA-taA0d)`cC=I=M)3)$SO9ZU9XVkrzQLIzK<Z
z^;bW{*l^y796}D~jaNrk$NyUJPr!&s5VSKK8JM&G{`;HNJroe;#WKo7WgrHV4iE;c
zTXl8ycs>gfI7&>@Snq&W)PZe69~DMPhe5<;B<n|puH@@;Ih=w13ddn*PCoML7B;#M
z+LomEA<DtCB1@xtC5@NDV8N}}H8fw^{VTlx;L%&*6kz7xRVD-X$K}czo$K}CXk+-$
ztZ$@8gfJ2gES4H|w9gNP5ti1vhrmul@HX-7+ohn78r+Q;8yhPJ%Mtc&yrA7YHlI%P
zf9zC9S58F*4{TPEy!u+&)VD$*3~H-xRxI8+tDeq`*lTEhe+-UpF+?!tV{TTy%S_i`
z1=R(l8PpH&liv$JND@(#QOQsR7Z?i-6$+%#b2HwvJ1mR3+S-cXJOk<%c~eNl!~-qi
zBd}AB`h9g!JC31<W>Rw952A$!lhx3Wn!savm=J&HJTx((1X}?R2jb@g+KOs7`lld+
zn&N|2^JtQQQQ;H8HJN72zJB@<^`iqPB`dTXYE)F}^oJjC_{@2k)d=Z-W^F~qC{&_B
ztb>a*I_lwuW6iD4(N9{H^VIWfYo~o%=DsAc+{QuAk`Mn33?8IkFk=i+1$sf{B%Rwk
zsXm?$hW@d#Hz2VcLBv7^S`DzcpxJHHu1E%^=(|A9qrkBP9fB0>#FLW~x^7-0{v<Ul
zrJ&zU;%{yc`QtnN%EGiZx$|<NZE{5%6;(+x^!>c=DY?H?t8t!Yfm`5Ipkc8FYfQW{
zBd~iAUa|&BpB4C1V}a@x1l0|Y4<x6^b&B}Sw>nn4I$fHRf52LERR2K*fSu-f%3@M3
zl)oiHj`z)S+`G$IIAgu&`?PgXP|(+LOQ8MSZikzMLORcwiK($#6Ur48Qv#H7<coe~
zsjsOqk79Xep837koV*zCO+CADen}lk?@dn=L?cDR*_0lx+8I2o_T=dTfAicwyM~%o
z`>&m{y)l@<Q#+910Ifzm?TNmB@bWuN0yF>=c|}DrrncN4?oooI(hH6VqRT=&$m^u%
zCHPz6=4W66L%<8vwgEU*PXY+P4y<H>{5Ub81A3pF`+Y%_N*!6f<e0)uI=6cBk?GGI
zKH}Ih>;HJ_Vok0;4xJ?BF;UhybIBy&MmOgrgKiFREk?;tC0FEcxvM0>&y9mJfgI)_
zwHHjpXyCg;P$vL;ii_x0l>v}f2T%omj*oYNpV|+$>o{OH9@BpEU3}R{`v1k-Ublzb
zW%5n(0u>vMdr%M#oLa3iW5toSbD12s$6dE74{5DZRt-@6O{hQv7RqF)EZL+pDF=s;
zZXgy`4>0iV#B&o9MyJ{oV8rPnX_;UttT}cc%oS={j3@_0;4(yL)%%RiWzyJ2pq6LJ
zg=UtPMgVyHO*X{^<=KFi0PCL*)%knS?8VPEd4NGe&}I<|_T91{ftj5E?~vUHQH9Xc
z)9HtR_%xnBf2yMs1nbW7AYCS@T98gZjm>-u{kk<V&XQeP8#y+lg`l+nDTlBED9gZ7
zUjw=JNF;s1aR<bTvh?vSC*aml!Dt~q0w`c?0}6Kc#tXO!&c^e|M_#tr`cG#0{$z&E
zq~}(Di3i<GgY`CJ6n53*{gRf0C9~by*^4ktO6T;BZ{FVC`fW-Vo)U0ofe2il&0g6<
z#zF1bGg+uB|HpIqcrelMD7m^ZIf_(`7*WTO1R(IvU9u#V+<Rp|AglnV43_T|m`fdE
z6we@~0;NH^NE2~{pjke_8eT1hqJ9g@`KuN$X(($5#%=RTR6kT=oNIp6)XdauS+(c=
z`)>l#q-ismX#xpI7@7?T!<j-RDKbkrLX_T~kEMsn{Evv*S4&x27bjmY<9sp=l4!3<
zx!xKr56>+K$AC$u=gBlLNsi|ax&b7CfamCkhi_jQ@OPcGBt5Ap8tO`P`-YIl+%t7%
z;?}k{iqS!1(C*wpW!;_i$5X~5`36>zZQJeVU%?3K7dz5Rby>cP6h64aZh-s#2V{+G
zkZ0|N4A@rHY(K>Pj+c{cTs7oAW?&~n)C6P>*&@wy+qve28kFs$vvF`)0d6TL@&-a9
zBV;rGk2>z0xQpo%?nQzY0%FHQkN|N4tHo%h{t|q6|C@r0+M8J^AX7$1=V-#n-u{Rz
zm>R1LC0_$o&IiXwtu5Tk@kZ01Q1{cdT&U&aDdM}^oopN&f2&)$<^FaxF(lA3HY)@s
zO54>=*AroPbaV`lkB?i-DkSUa>Lyt(EB6aT@HY`vT99I4iX_UQ6_*6f`Ln6L{rWXe
zgB9`I9DZq=BGDHVBxJLLgp4}r!T}Vn-+J(Nyh~1bDzg{K3nRD$_y~RyyAv1cic{@)
z#hY7@-hpmFImYP)d!Y8+HX{p5;Om}PilcEOUP4*IxE@(k)7*22rGoaB8y^%9GH%&!
zUI}{YchHqw&bHpgiyalyeJfF8tKL~bcW?L>`0(F9JO)3vmo#E8T1?YCeo4!~K|q9x
zmIvf`J)?<qvI+|e3;xr|cUh=iS5Y28q&2|_x26cs|B#J{%$5tF5m?Q%LA2(Tr@nS_
zL4t``-qbgyn#NvgYRUna6;44!m2y~ZXs)i<_kMhSoTOE1C>#C_axm^Qt{eA3owzIJ
zx*tHnPRRzDY+0}<(Gjl}csQsA67vn$39G@L=eL@mXA&3Je|hR-Y5@dFXstXYI1?c(
zvV{c&H~d?!Q3uOHGztn3L`GXJMmG)wQ(pMCT#N3`5W%RPayq~Cr88lUpvNv5V>_z<
z{yhQO8>B(u<Oa9VzVsir6wesj#%niz0G^Kw06cgI^}mY31cXymoOlC$ae7lk;_ke3
zj{sf;UE2B22TUypLqV7{ZrGi|{mP18w?x|#q#;lpp_!Wlmh6i4@9f&KlE8KbKkTH9
z)3XV@urZq?7caEpqN32gBmo}a(?9{-rW!Ws48Acc62arNFCB*4MU(tQb?M^b0`dvO
z_AuPj=-T*wB%f%s-Y2z<iWfW$IFnI+jp6eF0to46WFFv{{Dy>CbWF_L(HVDwGT15+
zv9WUY_Pd{Y6CyAVGRlizaXD)_eAg+8HFcMtc$ufs?GYRtYy{~ppT8@%gk8m;xPT1;
z!3JGVoAr@A<aPmm>w8_iwXWM~zjl)yF7y$=7O<q4eDCacDZxhl0UPu?L`je&7KWbR
znF8wA)Ko7Bz6lRr2i5)YECk&hNz=u~BDrMOp}t?VSziB13UuUn;BNZU8+#DiiDO}i
zt~$ojRNcXG!HjWbGZY?%-u1Mj$$M;KqWkZ3E#Nf>5k!JykfezzmF*Y;t3DR<pAAa>
zi`<5n%ubM8%!D1!e<8b%Enl+$yw9jHQhdsPYX`2Ny*&2t@JMTph3DbmFwi{@3Iq^4
z;KT?>0nYPfbiHL}fK;B5(ONqD%a;H+D&ZYeUdfQ}FjlqNXRw7IfXv5Mb^BL7e*QAk
z0ZNFZXf?Q>DDvp;owx(x?&0ADNCk;Q&>m=6Sl(#;Vxx=6_GxNJVZo3RB!5UO?f+JV
zl-VC=2DE=$LGs_0{2<i-uC%xVA{AT<EY&ZYrYfBxa3T%3NI^BLsHmV0%CuA}%FmZ7
z((EbMf&LA-L-0Jy$CW{zqzw00%aWt0{`)t7gCtlsb*b{(x5LD(6a^XOFhEU;k&7~e
zupgiwQXN)_cwM?9p0`!iG@}i0^?`WMD1P1#gRIB@432}88%2Q_+;;a+q00fd`;SRn
zoi$$FQ`g13F$IZJX^7qcK8Wsn+!6VZ`UlwbD*59&iw0KZ<KW@98kT;FjcxbEz7<xZ
zPjVAB$_*L$DcWmOEqq@H(XN$`vp)|xgqXvt^y+HTdVS6t(-Dzwz}Fyd2$p2DPc`J-
z*^=&F|L`#UVqt#1v!^EufB*!eA$|xK89^ZjS)7$UH8nL!W@4%T5`C|CED9X)dM*Ux
zo06sTG<JVn$G4q$lgn*B!VKoO3s~LYk|H1<1@V}H(jmzM6zlo}O(dO=cDc`lbRQ%L
z2Q8*u;&KQ7`!r&b?(KmbDN`^S7B8CB0ipDp5D#nxAzAvfaze8-z8G-~|691Ij<DCj
z6ycOn#1&q`{@9%QzLy<e1g#o=JLp_ZOZE|oiAvVi91bh}V#{kGHID;On;sIkZauu$
z(M?=5wgIXnF(95u(?@^<A>BxWg$iv%A#!A;6n@^HFA3a~{fXH4c<0~R0a6*OJk#-V
zS&}wC%a>EFu2<(bWeKce>Y0Cm=XB4y`WnC*d;15$B=_f`LB>4p0lp~4j&Xy8{nf$x
z=oFM4&`QLB1;zqv@&^(0$ZQPOEFyvivo;OuMBoVtfK&xgj-kol*sj}C8R^wS?rOZ;
zA2I<?p{!PFytt4AXxP&Otjz%G1C!-cBE2H`#;Pw~Jce!r@l#NvAXON)f&Vf?HC-bg
zONIvhx$)sU-tft}hdJsIsi`VZ9{=axgB-1gCzqj0zQ=wE#tQMB+dXSlc%LC@45nbk
zs#=Cro*H3XHq#>h!ry<?iUh4sKB0iN2rQiZ;D}7Ik&i&%b&UbSD9Nv7vj+FE473_O
zJxYu`0WKnl@y{14-6BoMRxB+o5fc-)8vZ#|RGz|Ug6h@-IX;+yuoxj}(bduU4bu>H
z?Ix8vS&{h#5-<XS1bktJ!S3<OZ7eir$UDOA&b@0qdx6iR3{wn1#~{ZA9}H^+*&F8d
z+aws?EpzGcb+~ZQU)`xq*j!Dz0`m5pGgO%s9zAL?ELGLk2H&-L<DeVgrbyGRm$CwG
zxgM<pc64>)Cu0XzSKM7ENtRbC8~n2G#*+hRBB-yqJO8{_Ggg+F(6RGVkUvKqre&lE
ze7|Uk)5f3y2|{w*U<WfT{@9a&A*t(&5OJ9Y$#DUOfIg*QeGHnmHU-`an!yWw(?GfW
z;>$k=uH$8|Z+KIGHSUUBF#NcGc2Ng(PW1d|%ZR`T9rY(jwL^jU2-+Etbf8+}*YAUT
z6W?a(B1#z)9L&Pbjznv~Cwr=)B?Aj?J#gi_3BeIa3=rbV7%Y?6UT^-YF&8#+k;G^5
z>%I7f0*Mz?MP}mW?V|--LDhm$`-}mjKyXnsHBnK8T`^o983gvrVSXm2!`3#bu~hl@
z0To@pB&oTX77EC%7{0;=)QT9ToK0h*?>5p5>YEi`z9<~#huDGSz>fm`wR$n~(SKPX
z7$wOX`rI=22loDJfSYB{wSDJEs=-5rM7c6}&ftxREWb&HrhWzZ%jMq(%vv8EKg(r1
z3_d9qo4QMky_JDnNR^L_Xe@*H3VFh>VOlT+@f#kP$h*JBkRY&}E(`6>$B`)&i3(7o
z@E0fd*AJodajzi#nUNbw8x$PGoiM*@k1OV4PrWLcr*X5Va1|M0f<!MZKp-9!2_J_6
zkvJrAIXjApCi$>PGfT4o7z;oJAg(a!glr7uSZJ=!qLd-=cp5wsXxPd3t@oF?Vndwu
zimcsLxD*)cXavAR2D|)7DO`Zyl;|54{AAW3^9?;-lOV{*gD?OFl{XB96l(@YeTc6<
zxCPo8gvNj5#OVtg4|HMy6M3A(5Am3HzqS9^V(S4J0vu@qgB9?pR8M*Q=@pS7mnqN5
zt?0P8o=g*Z%14@_cV4*g3k?rLX<P&jbNSUJP$)&E;duTAzvb^AcPtuT!AwCwWPnay
zlkZ(=!BkWe0{^>oj2ao&EnNMlSbdDM8yc<!w@K;h4u3kkja%dY`a+dh_E%l)M@M_^
zQ)TzPL6e!QKiBCMjSmaQ&yVw|_FAYezs`m!N1TTf9vvAya|UV3uzdVyro2nEe0)`p
zJTpOiGKs%ZLF?#p(?fFcE@@d=B%rKS^b2NN!s#suX=hTct8^)eac^f0DnJ<qZl@g2
zHRtPeEIiZNT9gK<|N9^^Ab4Cpryg1w;8GYT2%(a=3^<c}`iEXI6Lvcs1K1D_z1L;l
zZO`;=RZaKT9Be44>m;<iiU0aanV)N=ERUF-Qg-mp?eoLW{#c2k7dp07>|<Apt}~}c
zx~+MSThVVZzrrAi<o3mHbvf80vG_S?S<d}>g4nxhm*$9#^k4dz{8dIJ%vWtvIGH?1
zkfDiDn|JnBfA3^D^4IcJTiDC8`NP|YA6HP^5Ck&|#8GRj+Q+wX{E{7p;b84J!+b@H
zx-%~^&fAi!3@PcWziL14WoONN5E8?4sKJ&mzmZ}l^H353Q=kwgCnsNH;F3uEDjTra
z?pQm0G0`XiO>Az*F?bKUw;>**KbSA4O%^5f?T9SBQPM~mGx(gD*bs0c@HuX)i3-n)
zFSMv*ARUBJh~RA`de8$6gyeWTm<rB2^G2+eNU8}Qt10LQmS?V*!&*P~|K-sqscYLF
z;Ch~qZD;+;bH4a?H2yEVi2nC*UUA;?e~GyRMVp^Snhac=j*L-$LdG~Qq<$YdTHg#B
zZC6CWPzBd2#fYf`*N6AFqF7F~MZ`}QZ;dG3B)P1L%_ZT@#uieJSuR%)jzfKe;nu*q
zc$%gc&NteP4Bde3dphdb`k~qQL6^$y2&uHehmrJ9KCsZGSGf+~ZC-mQNcuUeLBz&P
zD)w%SP9UC`Fs^-2+2y_ibu$S~q?t(K5ki2$tVXiO6ZZl^3}c4)m;FMh!0yl^&I6rW
z_i!P5vLlT+Pd|MenNg82D?}6{=mQ}zPE{T)4|?#k0!?m{eNuh*zYOh4PlXs9$<`(;
zO<q1oD0u!tVfPE#OvB1kagTY68p~-5%^fLJmLNw;*MBrFeQXo#FB{0^zeK%Xq*50l
zt5Aq^e05WXmYh<@t?9jmmZ+x0=|4Jl!v{DS+iCSWKR>Z7a!c#AO7$~N#|?PtpK&5i
z_RWKvAY318%oVCKgDwP?IUSa_-V3)cX+~~tBEVQyxzb5nvmOyK)FdV!PhTS{n;#?{
zG5cvqjhEY^_~y+TVR;6w+;3VC;K6)N4z~XS2?@YTrITB~w+?Bl1c(sp=HH3Cp40g2
z^G#EU1;87jN=e`hw=L{&z56>QDP)T)_eV!Z2YE2aU@cfV9qg2ruspqqLP;Q96Z*6?
z*ZsR2q8@70oq(=)(2Kq}(6ihkFYtA_iPNlT^Wu6RVTYQQMkhG0F#m`QWDpUh?1!b1
zVNG10agDgvqI&(ikK_O$j}I<J?r>N8<9mwHrvkcT*ciKh*u6JXn&_9Q{TM)kgM#<D
zxEQbTY8ACul^L{cC<H>=*<%|NBQ4X=ly#p5lif7`xSTv^ee}oD;Z_=n|4gQ|AK7&~
z=P62PzHSUYphny~x6v%nU<DOGI(1sQ>Q&f(3T2|F2jwiEp@p^lA0*KSH5tiSs=X<J
z1UM+)06rhkf4JL8ruX#eEo2Z8kkoZNWeRpM&Cj+Q(<H<%<>zl>CpSOnrRQFcR#vIE
zCW%CQdFgQPc9MDc?=U}Oq8Jv@<3G~L0OZu(xq|R!pkYmUm`I|2*FB$Y>qBK)=e#HN
zs@%YzR+tL#mb4jp+zy!=pj%O`KlC~`@*XzJ$8(|LL}v!YE|Y))mcV5o#c4_f0Mf`P
zYf~#SCdLm$1DLqQ#aLTkM}`W=#{qmGHV?QDlrz4dpsvN#6r3H=ri(DAS}`A|Tx-5Y
z2&KkP>W9^l;Sb-A4J1VgH2Fk8Si>NgAaDMU{r7*)qA<Zo<CS}hh{#qr1(F0vI^y@~
zq$C_CuDXlE$-2|^0)Wvxtk!ivy&;y82Eu_67w!e-1l0!%GqYC!xO)@%HsW)3C!jAs
zzc>cZnYA;HG4d9r|4g>g&duCUB5Xd7OExqA?b*}stkOM~B<RErH=6ur1L*MLJsZcq
z|8|NChE3f+PEsjreLkIsf?sfZ{}@fzJWf;}ktlg0e&Q?mO!TAeRo@_gUYPpf*W~iS
zOzFTN0?CTiow+r>GjMPKy>xq<R81~bs727GMeJ)Jqh1UQgA)_1+YVfiv$9{$2Pg=c
zN1sNX_ui`?3z%_Y;v;XO)k}(|h|9=0Vw2IU8J_#@1Z0xlHUQ<xTkkQ=0~AtLXkU=z
z1;^><_NTCIR3xDQwqtSQr7Mzqkz-JW_!KhT!1yGU{F%dW1X?i!5XIaM5nF1XHAqko
zh5>_;E@vN4m-E>P*?A|Z<r<f6UM&x)&-AbB&U6gVQK%*<W*cZS?*5a;#}BTC2+JFY
zJzxC@zf;6j9W;O=`9VJ~j_OdF`;lB&X#45kCimk@e=Vu5i$fIjFFDc5y9&1-5UQrj
z`ma1J4zI4R*5CLBBmsm#p&x?(M<Tod(kd7+pbKE0m*758QVP=3KL7K|6cDUVQ9F#G
z0e$AUXu|(T^||?7#o)T*`B_m_Cq+y!bI=9RH$-7Ys5j{1$nYABslG(w`X?TWk<~C!
z<N|g&Op6$UV=j95+ekS@_#i+t`M=r3%i{%L)zHM-5&JAz$ia2<mbMogJ9~8SNIQ(~
zbIPbKg0Zp;)n^5YHif-ghH3z4kpO#HOa;OjJ+Sq_=mS~R2;x~j`Plqgpknx=q7OIU
z2;^xiT|FHSNlfW_K46t)>@k`?v6)&Qx)l8O<yTPO^d&Ykh_KtMhLwbU1SZYV#UMT}
zshX~ehKR8@!8k_8L1!jL#qoR3SLv25Zc-8WP*o=KAu)p#4T!MH!`B@2cpH&9C5<sn
zo*48Cak*%jWXA_VsRpbO<GL^JK0u-`A2c8c1L{!yVQBOmHd>8?`00hG(A(RN&-1M<
zEoF#hYlLh6ow;XExw9np&K>-_$y@RBG|nq))cowe<xh_-fWQkdpN0(zmR-pamD?tF
zs_QxnLZZO$t%j^Y_5RQ!L}CQK<5Aq$c(R;Ss8#BXbgg%P^-|q;75hc^l%e>!CKLey
zhE)b_f#=OowwCv6!}(vqxv8!}u<gZR9cZc;6p0|_39{>c_aVh&Jd$cySE9I{HkfnC
z`WtP_OX;z%ChmN7-7%{9e6@Ygtf*q|^#1k&<sZu}RrRjsY}RE+8HphQh-g>0^sNyM
zMwNI4d9_E4t&fdVqmtv^vy2DONQQGuhSNw6+zoV4=qW36-XYp|rO5ai&_U5mML;Nv
zt%#-;*{QJ2ulOX@_?qM@i8unfA=)-*w)=hSPVi6jN@SeP{ybhKH|iyD%T>o3&yq3s
z-7Y3(H1t6AD@<X@a|MNZ!!DU-`>tgD4m6*7-*k~#6C2E%tCR}-yu9gS8=$larl^2Q
z0hAqr6wq7n{G$SPo<=1E@o)c*em`W!d;NiIDr6+Y^6jWX=oOLRA413VY@5(g>L6_j
zX&Ld0{inz-2c6HgC{Apr_0~CLCYB)bcD?349hLjPYsknTk_|7}Ln;j<SFNnJxS#ae
z(t?@e!_3CE0HOUQm=Ft5(hM0IQU~)LjGC^mocrsJ!r;lVu(CoVa;chFptrO0&&i!s
zCQ{tpE{6>>y;;H-Cv-__5#Cs!Z2t|WJWeEzaiUA!spoMnKKIk#u-3`?7=13IF2@up
zEF2L%sHipcSWtHw{;A%goTAX5$lr{%=9EdH{c15rDZ}EItmff1W<G*reeQB?yD*QA
zU~`M__sqAXU&}WwXX@@s68wWC?*B={fpZ5DX`LdH;5Kh)I)<h2Y6d(uXDY9KZtNgq
zjrpH)d$a~JG8JT7pQw^Enbp<Qt~rVv%JhDs495gmPfhRx(o-D)AB}Vyuxk1;2bJWX
zKYNA@c|#yBt}3C=1jbQ&K;J=p%cYI5sWHI$5Hvt0Y?h25|A359CGlGcZ+-`H`gfz3
z1R$Z=6VzNVWFHEWFT)BfAoGx5yGUDe5|P%J4Q75Zp_U+rfGjAj$iX<=p7m1hSwbmG
za)wt$Km(z-XmAe~8hT^qyJ|e4K<97%jGOIw@gk`F0EY-+da56pL5j?c@4A~bdf)gY
zFn+kET)RS}Vpzu@*USq2{%t4s{u%4Br6GOqyBw%ZD4E%$6(5GT{x+Lfh-Vr-1P!8~
z02$nZMTWcr%rC)Yhj9i^QlI_&63~c9%Km#lU6aV}qoQ8Btm?l_@7$_<6tO;z34;)B
z37xcx;nzQ)K&ref0IIYyV^nfDcUPp$*QYXfUo%Bs64=oP3O3`y%nHWO9%GA2oj2Cj
zv0}{lPF#Vl#D{N{?d*08268kDpyy@4t1P0r_EY$uw6|`dJP|t}=1;oMYJCMP1FAQV
z%kH94<Wxm*aag_E(E}I)fMEi7^Fc?Uo(ixDpo=i2@Bn7gVS6HPGC2lSl4Wh8&DhRb
zqrZfJ*x0ZA-|2?Uzdt_sayh>eX18-eu+Pq>*Y`Ymef}54Dkr5v<M;U0o4Z9Z@VtHu
z-pdq0e=cpo0J2O)<xO!Hd#;};ye^QJLIzPG-riLL;uIumS!04A`9o>40@*{5ZNRUF
zM+tI1H1_GN3m%n@#%Hp>e_eS(31IB<P9Z^|r<X!gWsUZKi~^%th|EmciRYiyaY<;f
zcXk2uMa6OBkgbJ)zGS4rV?|kBB~|!o`5Q2q!b}{L_=6%)K{Oqtn;i9<<7_<K+z}v3
z0QZ2w_WgIiMDN}bsOj@RnsMW#@;cx7)E5y+U+Qt@1dl3Qkzonoq7$%A=w*u$r={$1
z$fzy6grg^pGcK41a@H_#k){WOm-G=T7=z#O6GAdI)tZgM#oF_q6=1m6(JMk}0)PjZ
zFi`0_XFM9cj*m9aovEVyzWb~vk%+;&6X4weM#F!e(xUrVLyQd|m3g<)BkV`C|0Lqh
z3VSUXpCq)x$Wr`+*EsO%k5?cPfL5;mtQaI*<P8!DLPm^FixZ`umj|yG9cWk;b!ZMb
zjo5~ex2tt(>SSX`o!d;a?~1`#DWYMgra&kSJQpaECgln69ALC{ll&GTKg?u4p9(AN
zV2M$JGYR?zC?F$dW(6BRqAgn^$s|_KgtUlpWWx(DuWK)eMhEOYc5rYACkO|75?+vl
z=QyB4C&c`i@fK`Kn3aJ$cB>ejwHM&tGgh85c36Dkb^4U#z7Fr=A^6$=Ly@VI7IDL}
zam&r$r9R*v9<7P-C8OTSlLVWh9p=K^idgg=2W9o%jy|jVe)^LB<I|tm(&1ZAaabQn
zXSrN{Upd*b@p>fJKA3U?RD$~Y6zF^KTX$S*uV<H+mkTXLKQ-q0S+O>(b#;P~{fYO>
z88P-^Sa9$?b>@fEf7;DP0NN;|@_rz1C;Z`$k58#reUIGIW~xQNLSPQp=~}vG9^yXd
zatOyD^VQBfhTw<;X{$SK4(8ond-c)t+W7Ermk2|!!(ScLhkb__`QJvK)@Mc7roYoE
z;-yJSU(AiQZ}x=%D@?h{@xP@YGoye}b`WtvUE+nlHM|DVfe_JE$bpru7#kQEgd5$!
z!GT8u5B?#w!uxdMAH(aA_(+r<dL>lNaqnkV+2KPF<>~I<4}}ubZMbYJ_`A-92N_bX
zOOwljC|TEr4f3`XaINhXJ}?IrzNn1_|MKL^N=O2e(L935ASnDuqc;M?0fallk;glW
z>$0vwro2r0lU;sCOo19j|Ir%W9|AcIif?@gq8N}kOV0eYrHr3O7UN*blPH`Q!j$Ul
z4RU?B|MUPt)pRFQ%mj#$KsTt`Fh@3(J8lZ^auMC_q^q_g>iA)bLs%jOr%`ZIp16gX
z`1(sW91J~rrlc>HMf6dnaLk2qSGo2ToRzVp(Ch~N=tdNKQt|XTTw@Sai4sC3kXkkC
zk~Hn+#1rup>r_g^Q&)be>Ma(|wT)`yU6n4w%V#`VPQ#)~zn-fdYYS~vrih(J-4CIW
zsnS{jm5z&>1XTR>tBmpv9~i-bx7ySW96?fpfgy)Eh79*3u{RB;xJ{L``p@b6nIAsJ
zUQV~t*scoUkqG)p+5K+Lg23wT?$tA2m~}7&5fXV_3QW<0Oxq6Kz83<wORDcfLP97@
zZIM=XN8gzSVf#>mZ?kFILc)#<-UI;xRtvno28OR<>zTsao0hvel}~D0-|0+2Hu^h&
zEG<~MPvswF>XKlNlxtHm8rsDzMrFbEO@>5NrXX5BKR<ZA&mr5#e#6p#yKJ1un7^vL
zkWdK4hzq_P!<R0sm7S`_%TO3CukEObqE`g-3NZyBPyj~~apvI*S*`^f@HU@HrBJbv
z2h4UNyy(xF7iF{VI@_;5{NXnkKbqCol0h`0rEr<H>h~i&PA;E?V|oCz`fCcAxlg_6
zm3{~5mfo%^TZ>7_exhJ7bl0eQzqH(}<nODi+}F{bFQf$t{x;<1>)>Lvd=-*|aT{>U
zP=q~bvC=g+)L2KI#hfZgZtA3j{c6O0=@;NLxOO0xpH8LctdXI*FJwFY%}O_%{yMx+
z0p(AkMe!UABQ8R=w{^>DuRQG{1bT#u*ntKDZYleP0I640RrRdYfc^|~QA<^g7x%%#
zL53%HI;ilOS)?J{fn>MfWkw>;r}jneTQ{DLmI%U#sDJW_R3trk48XC&g0fm7AUOx4
z!srE~6Wb25(tnV*6MeHnM%F>3_bhn~q2RUi`8$n&5*o#&BhA{FaXl{R{kcalS)C!B
zZ~|#Td5GsglLb=()NMfJkT-q(@Hz>^yJ0Se`Q&pXIfi)mGaOc4oKR6VN5OTqf_+~p
zaVZ*!NMZ~{sjO$H=)Wy%vCx{ay#Ft@-aDM@J^ufvB$2I>Y;Qu@duFeYT{a;jWJ^N!
z%%0hMCCVmbB_ShwW^W>Uejl&%`TVZm_mA&&<vN{noz5w*_v<+x_xt^JzmluwtB@<1
zJ4}pKv*>wPZ7|ksaZLnUK3J<b`^y)ia%MuCqaT~xw<-rT27e}8PRcY#3+H)xUBUU3
z)OqowOZ%`Nb24*_JhD~V#)idP3@ugkbBFcQOci79yvWp&rI}X^{`J4#%k&W@SV(1R
z{joZv#ymBYV35LkWB?!P{`LKp{S#619r(yJ?3T$4w}FEQ9Q_R~81bz7Z`w?M0F(qy
z1H14=>5>lQhvON*$-s15iEnC<jcZ{R1O|}#)O2;bV9RP$uf5+?J_oK6!D&dv)71?f
zB*1<O=2&eIZp%KE%SX3?eF*YCaEWwQS#-dpvs2Dj|MaLD&Uom_dQ?DP6FvJQ8Ddq%
z#r1WejQ;6Ks7zlJ>(cJpgVJ5_ucpJI4+nPOvqY}z;RgKf<xgcv)}r;lUcHs4?&Ln2
zsZ!=T^4MeRcZ02?KyLf?pZ$Y|coO?B{Nvr5c23OW5U3OdyZr=#nu;`GXAW`TanQ)E
zzZheus!Z;WnCTru;w+cLm#Z`%wZ16FO-`Dcwd)%n57Ds^E7>wpdQ8x_O7w$*hq9@Z
z_?FckY4Bt2jP%Ub{yEw|TS9VYMm`ujbF?BX6ecP5eP%DERAX@>@bXn)c!xN4N?m_w
z<;sP?iE+5pc`d5NRc#XfF=)JwO{qlT5FauD_pD+v?`GM-kp=K-0zgVaPQc6wTm;@P
zZEat`Clqng8MpX}i|pZIUM)5>>^VEeDacEF%RqUaL6^bzvUY3WWs=kPXAo;c{Kt?8
zB;Eb?9M)w7QNX{7O7lafD!t7!l`AV16)SCSLMC)0_t!g#Vo4Q70ut<sqOIPNKf{54
zuSv>f1(Dn&IB>h+RHb^jy$ops{|qq}+_O`Z0&Qvt@5kZxqjS;jB~=Zft^$I?>{~aV
z<tlzOCGL&de%d<y;$U-3wxKc+)<yKDnTUx^nG!8omKtpmX^=4qG3a$t7yk-jXY`Y*
zGHbvBG07jfL7OR-`1&O|W&NEe%d`KK1MsjwBplE1XYo<ahZ))-c3n7c6!sP6eBw$S
zk(_3KYAgiIqNAgLXhx6nl}Q?f90z@0!}f+&vp=jGI2ewSM^se!w~VO>$E<n5_6rW4
zUy+=__&Jn%04akox!HJyrD6)dz1*V(0mr4k$upCZl`3J9WP0|}mCEfYU3m^eTz8@)
zt!6(9rJ1&GJ_yhd1P9+gKoi*m2}NC3Hx#b0CiR#h%paTASJU1XhS{&EajA6Zs#rNQ
z4w7NyV$XiFFjQeyE#P6S6x6Wav4|<LcsR8VR{q-!R(2x`8NNpRh|d|@KV-H1)AC^M
zA&1TPeU!O!Yo4v?1H&@aBR_1*N0h67IozB>93H;F0k(#C{%;UCVU(v@%%~5ZJI0U|
z+~D&%tz3mr8dfmbPx9N>3p?@h_a{3is+}6l+$3!CO@_d`z?dWV&*7k~pjU~+0uSO8
z0F7p_-B(=S(cT`Fn0S<0G<lwyTnk1EMAHAeRlkilHaO7NN1aR;2qv^<xV}MnLq;P-
z^MuRy0a%g2(+!?_DHi1=xCEQ^d^lvBZt~U6G-LF?=s_c4z82F<-nBucm|5Q6?2hjt
zuCDq(hbfIW^F3naK`ajIu8%-~LtqjRCIbiQE|Wp}o!ktG5=}6fNw}0w;H$lQ@+~`4
zJg}q_6Z;xX@3&TT+737ei<eZRk6Jd9n1fJ+^|-}?BxEc7_45HzqL}aOFD7f9Tr~Qv
zC!}ru85FhAK2*cLyYQSIC%3PmN!Ou|mgnye{oZU9#s#Skz>fhx>-Q>n4#1~%-7M{;
zr6srrGKaorYaGm|La@r1J@3zc#rzGSs59E<9;A*k!aJ7s{2%lko*5m6^}HYYKz7Uc
z)R2nAVT>$SP2l6*AUMi<i%~N#b;7`QJJzw&)pqFsLQWxI0dW1HjOzGFeisV^IlzHK
z*YpKmW5!Y@xh>{>c_KJ_gXo8t>k2U6fv42KeN*$TPayUI#W@=Kcb3li4zFX;m`1*M
zwu>*p)!WCh!23YE>2u?O_Sx*A*Gk;MstPP6+fA3E35K2mFiAq_KW~pOWH{euCv~lM
zN5}v9=LTjk?$io8g{!5vOQZu!YVV4x5FFs?P2!2l+$Ed*R{VJEJ8WGLt3xrl>6ISd
z!ln<FH%Vk)RlCi4j7!XLPVkTcd+htuw{o==chVO!<2lvT)sFikJO}5Gf|iXSH2NRP
z%e!~^USBsz&+vK#suhZ7bKoA4T@&|ijttYW`4)Qb)#zjM?5nv7!2&%P64n2L?(h{3
zYbY|P5Bjl4EQr1qPRsT@43IF*1M4<k^1Hew@(n%CM5~qi_ht%{CXhHY3~~5O?-R*K
zk2bjT!T6`uDx5?*3POZLR8)weH^TE9P+Kwi0M!BNIk<t%W?TGQ=V<sW2T)p~U!oCm
z1M2ZA3fm)ry)!NTSIf&6SsX=UyWc4lcs2HuROy~F8#$gY|HpHIn@Gd-49q70lXZoy
z;fTm)(<V{#hH1d}NEzNY{Xy67*l_m;;G$ncEP*IYd!y~UPlxfjSM2J@8Dp7Sd=qP>
z+j_<pr5>ze#sZ$`q5o>^I3dZ@bq0q0+tt3R%se@{z0@oom<FY(0d-1)Jl44kdf4Bn
zw9e2=v?lV8m2%abuYbJm3v(L*wk!x~Wd(m`tG*Ps|JE->5PNi08B5Zf?ir_I;_rD2
z3oB|Qee1{Kqf;USDvY*tKv(mE(Z3vpT(W^(v9{WUK5HhrsO_*C*nv}Br#mTJCpi}G
zs(>8gQtvU^69oq+Isz<qS6ioDt^;YQKaCeBFJTlb%SbW@c1aQIi*FWo6E@X5zr1FQ
zJF12FK}chs^(rTMFW!@t-p$};z^gkw+1eQK_{L$B$Ri*5vPfFfzcBE21e{=&3L_l2
zfL|GK|6&ir(CZ(MU|d?P3WH-(IFogAX!47-GS!GsWejoe_UJ&495`}MwI$De7ShFh
zXiK;)6Q?HrL+I~WG)=@k5^U?99#YKNz5!_=V-5rmq*HRY;bMh8Vr`vQ_31w|*SGq5
zWa@eP(n|Yp1cjJuX9MoN+5DgAaBTZSAnY6+z1Ci!9m0VDm_lwe{2eD3m)URqwoSvr
z!9OlMbXXZ`tNm*auU>}ZWDK=a6{P(UBcgA?rRl!Q;NakBicX1V916jHun>H?zG!!@
zoNbmyg5eF}KoCWMF>-g<-SO+)+NUm9u(Sc&Ll5s0`9m0aBg6t=S{U=lYCU}lV#Bw&
z_Rzp{8~~62+9ESA53_iPEY9JPtVE^?a@OavoI@$J)+foi4u_;9-F?_(&w5bDYS6Ur
zp|_dlS()%4+(dWm%`|Y^FvR~<>AuR&s|t`Z!&Xm}Rbadt#ojZh{%|uZl$XROWFhuO
zn1WD(U)$#b4IOJGA*S(5w%ZRAd(+qsThUnfbn5iShOBsus~wH5I~px9h(CV$Kv3^B
z>W<*v3cC@Cl5WR>|84DEAr=$^N=;v1QeiDD+r4G{K*it${TeYVN>mgG9j`{Kmo<R^
zaI$A9awRFVp4uE94CpE#Q9vjLyg;za5;hn_NMvUGkK4mdr2f+<<>?Nf0Kw^snlTb}
z!<XYO>hG~2{ODW1ZhmFNLh0SRnHg!ZU1O{@xP_~-=sNP#zK{gCT*v&~Xh(IgU&Pw$
z<UgI;J336b$sk-T_<TP&CUx7d2H06h#0$2tMw(tZ*!cTbof>?Ev*p3RhX@UzfVQ%7
zqrsvJ%EfI~y&nJ|2$$#a24mmOo?#k-V!PkP9)jcLK$*R~{I@4mi1F;}*$OVXpR^o<
zeAG`#d{IB;{8p`r7N&<C4;kQ-=x?3xk0~XALWLPie0PXeXUJ09Cr?2!IGd}05z{GX
z(=Ru2!^obUhAHUYbyo5k`#;U^4gby&f2F<wdhXelckg5iC7%y9b+9paJjvO+){%hT
znP8BcRp>2(V!9LAO=!`%ZjiErS55z?3y3X0A&kHHQh><0(l9E@4SV(Oly9id&Ygkh
z6QPWl$Q8wXb7p#)_5Ozd+w0f<vylI<J_J6og`<a{&;9z92cAGk<7;b=p&JwT--}jd
zuD_;I%r(DXL1)>D<twL+Ih7WBbd8AU;cn{$;Qd_c1BcA0>iqA|84+P&1laU}2#eq?
zsE<`XK{hFLZtgkoJ2;p+orRB-gC>Cg<1@0p2xgq)$Z`As^gEb7^moRL-T_sfLdXR&
zt)m8X%d;6ET7usL9z+o22N;GhX!T&`j)0s5^1GY0x99gKraOj)o5sd77yLRtJC2MX
zH#4K()yXSasYI51c;o$+EDJAK=~zq{>gd|kExGMU=Lg{CE)(10G!QPWkcA_ZS}~tP
zoY3c=aCsv^Ir&|4qGF0@45}n)?I%F0#YTnxu4B2SFy6XCL#U>9KPHhIvt&3-BC}<=
za^9sH7KM2Sp8nw>vD7Aaf{fcviMbepEmKQk1aflZ9&L`n&#@B9qb5}!FWN+-XylFI
zU<GN34d<|t_06~rZm>=(2ap4jI9sg{kTDS5fj9-E$lxR<V?s;n)Y*cWq2`k8*gA{G
zEIrd1eDB^mBpikOq(~%>zNRKB+Sg36!u1L084gNSLHXuhO<f*li~?j)UwHn@o$y$5
z!SVWmP{K{=SO~*_QyuPGwN|ZiCT*d~;KN65$uJ2gA4s4f`W+t=!}YP24h+cP(ga)L
zo^Y5f5-NjhtoG=i(YP)cO>In6BT%6T0L!E)y{y73JkX`pdiWFNVm$*amh8c%d!h6Z
zOts6AvBH#@>DsE%(KrRg$JphaikXf==x^nM3StH46jxClPwxMU4ew73Xil8$df)K*
zLKiJZg@A)ZDs!!A#AI|cy0q!*o`_q$&b`3?$dLZg^Pj&2;`r4Cqfv7!McL)qA;a<K
zf1&`aLOY%EUcq@m#mA`67ZohBYgknULnU8R)4g*ee1C}s#RXstJz;B<OG<=4I(US!
zFnxofL+s?F__;Bp#M1irrA<sk%+ni4FWEcdr2AI)V@dAd%l&CQ+kH&wb!HDj1u(bf
zA@;BYSh(n!CZJrnt>&g_zeJ=rWcWZ=bqbt~I8aE*lY71cVHtVFl0-e~;BZ26KOVf`
zphrXuSy4E(`w}M+ve|l_PRu|AdjVqoq-sJy40LjKrr<4h;|4+{c#RRmj&U#gQ^;Ea
zKN{SkD~q=TCa;W4Pb0w#_9R8bdD1k~E3|!<U^*aAWxC1tpQJvY{C<Yr<HQNZ(_IUN
zPqT(^c7IGx<PRTT!?kcC)1#y^`JNI=PeYZ>QE7Oku>U)q{M5Ql(Ypjc{;N8<?<5FR
z(6l70NndnW?gY|H$<s0_@cSA|P~Hi-dg!+I#7pVNChfvT+pAafeZz{nx;(h=b;U@~
z(Hl7Kh6>yXrN=L)zg}96TR-)y;4JBC-HR2<uR~f0>0)0_M&udfRe>ZXMlA+Ih|W%?
z9POBu4X6Gwfii6y*+7b>UfHGNr&;oAUITxc2`paa%{Ghx!{c6L4TQuH@faXA9RQjd
z$p4e>Jgkkx5_e~0xeOuM{r{3f;b6x>_WtPnf+jc`?uP;bNdW-?gxWktQlYv)UTy-E
zsoVb0(?Hbi>q1dC6Fg2D-M3Bjn)yM(7yc-3m8q+Dur<{M0Zx1&912$N;!mIAx6N|&
ze!=gcCBo~><YNCs7j-l9Ko|RNTk%71si5R@GCjGncdsw?TU9M&s5m7LwalUoSKRej
z7RGq^f`^GoP?3R0CL23jyj|P;Ead35$nDT;4F*r-V*mO}OUX;be#_dt=+sY1521cX
z)W>+sA{N_+?JNeS@q&UvH|Wjhu>9;WTljrwthdm5rqP;>u)LCS4IQtF>QWrkF@M0W
zMh8wKT>8#+Ua1%3V)^)pWlXe<kE!~14I$)vd|e5^W$uTpVq^L?MAJxxL}Ok-2U1-Y
z<Lm(zWHGv5&?)5l^?LQ86Ujxt9&Gky=nN5MSuYrI5#|SDx&VAFHu*MF&)U@lx~UZp
z9TfLj_#qQtFl^^L1Sf+W{U41NAvZyS254yg7Tl7Y-Y-l|%OKIN$2wB>Mve+!rlJOs
zQIYI5kj`GpAy!8GV&YDi>9Sd^TYW}7<NxPwzSFy$w)mf&F{NvMrwp-HD1C4mjOOWQ
zO+a{kWMpKCe6I{j_uF8&`k^wtG`Gh2I`{#uJEx(EYS6G4dY$8HYbOm3c}Ti!Wl^pR
z$x3FbL`Cv{`1DCoEUUO2jy%E79+G`56jW1p%E?=klON91xKUAky1Irvci?C7@}Igv
zRmAwX2(YM(p1na23HwU9`7-XxVS02&`r+U#{w1636MBCO_eFUakjX3dnr@6GJRe|`
z?=QalvOgxRSUQ)W%<T$y-ERxKCmGF~`D4W2eh*8umq$=zU15&H1Eb*Q1h~@kt7B3e
zKzi@KbFUVU4p0JW0hMziEK@oHw%j+ddjF|fA^!<l5Q>ACdfzIs3S%sW5AEhAW%mo9
zHWLNX`7z4-wM;4SMJm$Y7i5krN|^6}y&te5^fWZy2t@;;zf>;q<V=~)z<BGL`2W?_
z=+wtw4Ynht<V&<5@nLCUu~IHN)7c$#iw~{`aH4Mq*RDv;-9XUzU<ZJ^{LQX$b+DlW
z+J?WW@t?B6=^|NKaSg!vY5)WC8ua;W!B7BlAv^Qlo)g#?!adRYA0!~&7#OVs8)EDC
z)e7^?>Jap})Sbr$MT~h-RwN2M3YkKG`APQrtS97UmQv97`8X`eZQuKH^$N$h{WIsX
z(zvbQFQ%KE9<N2!-md?4Y+SK^sy8#3vWVHLpk&OSG2q9>TH9nVsaI(itmAaxe6bLk
zs_0%>+i65Yt!bE&Rhp7kDk_D{e@u}Y#J=|a0Hf-)S2vvLEN#^H+&wsi%n955UuE`x
zD4TeE7x?+S$x3NV{~Jy~fO%H|h#=+c%=3R`JY-$ug0PZ1=4t5Yd_iK|QWI66kR!sn
zLZo0_#Ty;Nf<mo)cCD!|KQG?*J%|-1gqHz=UmaJ|VC_PbK^W6PW};c-aIzJKMJzZ&
zncxB>#0zvEvMmR6HWBdMLw~PsI35TSd<2?PPY<2#0q^tnO+ZTtfkymLzs?EXo%nbJ
z0y)I3L5Px{%e!<XepI_9$lFwl<LVnxIPjLNaA_#PaK8M>qxqo`12aehs|t)Dv(-Y4
z|Ax^Wc+!8!@vehkuNksc=D$+tF0kB(Js*o$ZC00&WCf@dF-d1?#0af%fBCZf8%8FU
zJM|!RsOmO&?}d%Ydi=q;l9RvQNoDqYu%L^h{X7vEIE}|A52|bo-!)`cNACN}yp$lR
zS8_FeatWiEyGkfAo3+%#Cs)QjXyC^|#U<ORe3q89-lFaI`}ZA}Q(ZGuED8$uRkas$
zs(vXkIvrI!8?GqC@MUHG`3Su(W}Q;+W_eXrRiMC(1vf%`goh1`2#5lLp_Q)m6e99t
zj+|=A4@q`s9e9k{QLgptS9MbTtEyNP86L?8zlih+8u%0AogO45%uN?Z!rFA^aNNM8
zo`--#AdQ3otPm70rgONQnO%A>UrskY$kMT~B-XqWK|1dDqUM$kPu+ly`FbhIJb-(`
zp?(UyHnP%sCv$+gY$G+7+QZs#tG>B%p=uf}`<y?HcESZ=8zFf~cygySnpXijp9@(E
z`p5A%t<LS)ub7vQjRG(T<~?9=ZZu4n&N<Mv?{RrSo_COpk{>O|)f<(4ho&un(@9aO
zVQ}y9<8*1wc5_fuzfRvC*9n!E-_(C0TS)MuE0pe0Z(D(?42rO*NZ)#L@R#o88`4}_
zF}Tv;+_|$?UvzNkK#zS@A&p!x^3CIDF|&<J>!~gL&u%?JAOF?Dfk^M9HIRw1%werX
zL($%9ZB0Z&OMvNt>z~6zt>xIk&e#OcZ?(&5UEqbBnQs92&ec7+rZ^-7<DCZl4{+5%
zoa_z^bE(0{8lzJ5=EFT0>L{m+v12GdO<Y*O5Kbeo?ftuGAxsHZT5d9>bbCwqQv+TJ
zLM+qyHT3uI1Lg}{4O^cf0$AHo2cmTQ_94Ci_cyD`FR+EcQWdn5LLL<yV+h_T04fR~
zvdy3}1mA#g-a7XOfW`meC<V;ZTN9qV+K%H>Wg|@@G-xBW#P;&s?Nv<YMS45%*YrSb
z{U4XeB+a$NgK9k(1tZi*5IjM)7R?Z}gZSQvR+CJ^s5no9<2%7z<*Lu#=hpP1ZrqN`
zrAFPO<?j3*jB!>D4hhKYzu73K>V;$k@59@;`K*eI_eb6v&-!TSZBf6RE?rJ%i`_ZC
zqoko#8^rY<93m6zpIZ&aW_10u+{Gp_jKw-*7L$@ucyg0I;mSVxoA6|vPE2(sFd8rN
z{1XgI7ApCQ3SQZ9fot&Ir+Zz8%DvQd*~`Agjka`so0{af5Nd)8BqOdp7Bdg!lLzQc
z>c0lP7(Klb!^6?uG!Qv{&Fj^O8IVs|cv?ErwbbcbSXv78BIjkt6aX{)UtxHcSCs_H
z23R0#kx(ry!HW6eYhCF-cpxB$bFc6!bIVM2vyfo#0Fid5e&*a(jxrhy*I*OD8#lG%
zhFi3#=Wa}T*>TU5)1d2qEo^cNoZ+Z`1=V&J#O4Ft6TQGan%a(qOoKicNn>EnE|c5c
z-v7cbDrW##xhZef3VlOvqzJjP9-b{xUi>|M6!|chm<>e`FA-ZFA;`>58l5D15kQB@
zY;M|<TepTYHy2h>F*s*8$Z2wd%2QIJ7EyX4of{J&YMarR`Ko%at<9c$_?1lVK;M|E
zH;;`~)5#|RYFnRg-`ZHBL)D^H+V>x+H`Z4PMZ&!`CTWUGF}IxSTX?FA%SJ^^VuA6l
z6wY#LjQ_~J7l&zh2U{;QGi{0Cn-vyP9t)}S7v(esJO%SCXnuNlXROy}?a)#ix9e=c
z;WkD2&05PuzOQfW?wMg6Hb+?R2)a}KDn6gDNFd<WzMgp{Isb3I5OA4b_I5=0wP1FO
zNlKE3pacT1hgjV#5DH@>kfo?*B`dTBj=1QM%)JKaZ(M}C2kj$>TMf7sZc5xfGQagv
zt_5SNuumX3sqMpvAfG%s<w=C)LJT{~Xw7v=;9f&wRq|8j;2p64eFJic%i|4wb(g{O
zc?_=dmdAxzkuy`5Len1RxTPhY`vucVpj0C%SReuyXtD99e3KsDhd~X**vO*Y5LBH>
zPyM#4UPWquCKCyc(9XQcUSj!=p9Vp5jK8ik$Hi}?_*ZaybpaizTVOfONBQOR!)ZLx
zvl{gD?H}#D#6<tl(X&+}8X77fk)OzR%SX%tjj0BY*SKiz<dLJ}NUV2;7)h(_P4u#f
zt8b5;ab~Qo%r;1gf9ErBzEZwYtNrvKiQ0`FC?Vd|<cxLWEYFMhxv(qa#mt2$U2)!c
z5Mi5bcZ4&_JGo%8C-b15al=or0wrriY`}1o^?TLw^>$^!-am_#y%Tiv>wtaNjo{RY
zBCkTe!ANO{w6rt=^MNZ_R8&;+VdJ3)<(rjEN?NeFi9?e7?9ePhA0Zeaq--$pK$fea
z<Aa6YkBy%7eacGa)~LQ!C!}PeeC$ULh2GcI;I<$lKKba^3sJHNz$_rvx(3WCz^#UF
zFJb$%Ghm_cMgLMGM7*PsQqisQu*ZgAfXGf#{1U6YlSZMKEcm|T@`#^r%1J$)Yf!E>
z1?cO*C~;VgX|^l)rUd+%R3TR&Lh<hpss~nxVohcD50y53-?RKZ*7-D1NkB36?CQ;c
z3lXPS1@BPSx}YSkPuXDGx|4Q!KZ~8Jq0y_OSVORTiQLCq>#ZohsNpi9x~sGbqsH|w
zzJ8do!nN-4_tDgvdZK|p^@&-$M2!gh#<Pdn;ht$_Que{VEm?Tux-(1Bp}k0R(Nw*w
zx{3<>N-v9=rml^$6u;D05*>>11&u2Qypw6R-a_1^_nmZEh3c;)&htEbXhn8UH;C`<
z-PA`RkYL+a_;-tiwww}xS4gt*Jic`noP-cz9bPUsgQgW(ZX8dr8jE0mJ&<m@v227?
zo<K<#3UJpzZa?@%{t)1NVAhU_isD#!{;MOIklq#?T=w`+mzvc;4D|H8C{ye)gwmN8
zJ!$R3hpzoY?0>s=UeE-OWtzo)PSCZj^}lR9H#B&2oNF-F0L~alI0NfyJ2AEk>12U(
z+(W$@cB?}hNVDm^?)N`~YYM}w?!yy$YacY?j^rev``1eOy1Poh_L`?RhDc<hSm+d+
zk8n;sF4`8Zz=;)YrR-^B8b`5VM<I{BpO5~R7&)(%+tpivCSK;Y&A)ghSg(^+2Kf2C
ztzC2RvalI@JljYyc{x#!R5HQm5&<@ZQHp$kJlV~aW^lX19f8pqGxnsBg~CVeJ@1%8
zMma@kK5ptShtUm=RDIF8FruWSyAER?W)<B)NCJN*K)vX-@d8^1M@D{+kLy$OkznI8
z-!W-(ADG|CfcZ_DHzTL}zt_SRm4T(?_S`Tsf&?j8y1sl-?tXWC!I?#_@E<JUw-O(2
zC;2d#ULmOhTe<3nHXq2Hz%B9acgtovd$pf2p^DA?9fvEinU>e9Ax@t7{tm#^e$aJ*
zZ397hAlBA|F8H28fQb+b1K@+9Z!i;pCPz&5D$nAw3Clk`Mc2-$F&KW4`N2oi#_7?P
z^~<7`%^p#e(jG<iR$c)*SuZ(2$f=hM_ZgS29NO#H9FD&jU0yw;^;!`#kQXnM%G?BU
zoBr>H@5ES`@`_ttXrEB>gBm6GIXHqLw55Uf8zCrz`3d>X!fliok7~>bXA1xFXAv`o
zKT)NCH=P#MEfNc&XjQVXqqnI?9^nSz4AG2p_SFZB-2#(^E3_@J%)-ZH*99mKfB~{8
zv4PM|s~B`2>FaxxMp3<&WBnnS`Z!BE=iIl{m>rD8aFtU&v6`ZjnFQZ9L?A>SosRVe
z3@U4D--WYJE9XmhWT}7|$LK+N1BS5VgS+^VsAmH76)F6#w1|-iG*S*E1`L}id=jME
zy%*%9hDRa&3i@yJtQ~oOr~^A3v%p~?as~aq8U6NQ?Gu^0G%AA+U0>)eH>ORN<A!d<
z#tWeJS<TCLCBC1Uwx^~asXiBVO<|&lQ;3ks{%*^*e&}pjxg$qJ9TJ582qu>SKJeGs
ztG4^bO;jADkulc-@e<kNPA(ES?Vlz%KhcajiF0@$AuD^$)|Cq`^r<3MkR<;CS}p8Y
z@(^bP_+BoA;e$r>pFP8h_8X7JILD^EqtbCdgI601BW3Cr?ez}{D8h(*+?Y-|B%fe0
zxafd;>dPBFG_$^sMA9uRAg7)f`6vvXn5?3pKTARh$`wkvP0wj)vpk!;o_&%fz!2E7
zVQdlycp;=3Y`5#NTRU5VI38bsGjJZ_1)G(lf&?Hd^CsIo6Gpv!`Eu;2N9I%QnvUqP
zh2!A3CJq^cJ$7f#zkYWr$0u{IjxG*+sj5c5VuAk?l7P_gp<QD)TgISk0E7u-yFg;3
zOohbq%B$hp>czJn>Le;O*SxOUv@jpB6>2uxrgFC3BKkm9MMU)~tMTBTgTtM}2SYK`
zjB<)(fejvyprZ+1R^Oc;OkLDOKUlog#K(#P3C~4o3I71(=5~Yfm?71-^?e{k_pL=r
zOl8|>QlU?J(8v>gS|id>pvU&7^qpNf4^h!=0Csq9spo#N=qGJBFhfjO0fL3FV8B~`
zD4=3xVet*PxFMmknRkB}sfbx}drOFyb%p!+DZdn;w#I}phMBQCa~${#Ygs4ke$CM?
zwE!6i{I`8s+pKu*M!d{uf;Ve?@!-4(O1MU$2AGuJiq4er7ej{y{3KHNKG@ai>HPsH
z0hiK%%8emAPTCi?upl6Mz9CHHC9U$o5&+7#@$tYEDBgN5$BWkPCRDTE`g=sKwlkaB
z8*G`SI4>nldY*1h+O^{HlZO|i-*16F8H-o1%pqE`d&R|T{tsp={9;)J1!iggOBw>Z
zs8q8*9ZwgGKU=)s+-I(`eYveZinbRZrS>~-&Z!Q||Ly1pm%Y=k^78Wws&8avFXyHP
znLS+NqsxNqXHBC^MG|6@S?TxVsiJo;S<$H%FIgEDmmbSE&YnJFH3%cYrs5TnH$0lK
z4iaUH#*$|`$BDddCy=~SmhdkoUC&i2Gl+yt9|CWfzTz%*L2vUQEe8H0jLH{c)2Y|9
z2k-Sii^jUvP&3u@r7TI2VJwBRP>coZify$}(M+K)AWr~==;j7}iqWx08Wk(1pd5;M
z-xh(G6@ThgL$1IrbY)bbQ$=w1^qJ>n<d&wI8j)wyrI^RJm>5DD+v2CCaDw3IPU0#f
z_qjg5{{~L?RPlmV;9SXVXrM5YlV7d-P*9DZp~A#}8lSuIwjN7gleYBh9y9O_=6by@
z90z+f!4C+Z6lBC)*(jiQC0~W{2sXOD0u1FOCWmPOZR;81<xN*Bd;SR9xgLs25_zI}
z-@4)^Ve8E@NqK&wE%jm^C%DOnGd-7hX*vBEZl@a)<sW)xL^~7KsWQII5%W`%f7hN5
zzMR%m49z31He&v+UT2>Ay*7qDRWSAFw=&H|*w%IlHRA~j$=2EyL39}@EyvE^>9T$2
z<k7wTZ0n;r(JGtc2e-_q=&-O2-tL$ozz4WizuCA1obvy6VIkm7U<jB1_|oB_rm2YQ
zOryutAw6rF<jB~SgWGSb>L^PyvR@G=AXcWr;0V5bh-gPCjJ(@8B2@a%_el?LN;VNs
zjgD|)^t?*Jsi$yJf0mTAl2T8`37{EamlEM@l8TWt=xY4AwRZ=)hu~qr<wbR4?DJyI
z9XQ`TtF*cW&fEFOyk2l3!ZKfLVa|QLU+UGfn4te_`03%{#J*QX%5E!@Tvpq`<p!Pl
z50ltu$PK-E%H<y1FQCtjj(OP<fb#IWho`z+#x*%hR0FfLG_P5K=;)im$Aj)0V<VR@
zLqZ?ZF}YoVUW)Wm->TsjPm27Z5A0+mkY;jmXVSctUhdfO=-8^&*LwQs{=qgp;(uDg
zf^6gVCUQDXf}J?OB6}i@m-}TKqdaoZ{m^S({=|DbgKy|uKUNjEJAh9b=S5b&JQ-$?
z?l)x+qMYBpjj#4h<0qgr61gpjAUpd1fw7T78)Os0Vfz}1d_l$qjPTGe1Dum@rf9S5
zi(0X7=;{V<9_R9Ezu86wV{DYP-E;39#iOUS1DBE&-d$)^0G152q3zU&kg{h=KIyyH
zvV4;ueZci+rR~2QN|?i}1UA7CpY$f4)#jFk)XM`Hd%-r-5h=C%+F_uy)@G_M4mff&
z*KDr)iUXV-mS|%V_u(Gk6u~yqGB%fK_1I%@;<_9~>W{tcCx2#|E=V~Z&c+C9s7mOZ
zD9+6djMe_511~o~m%Vl&clWw)8N#F1@Sg?iGF4@USw+_(5_<#@QdwY;WDDX?R#x{C
zg)R>~+tZ{;<Eq0Bs%W{%Sa>w=$tfodmWtBT-%-*1M~_yCJ7e_Y*L};i)s>IhD<6{z
zZi-O(TpZj6eki8csM}sk%C2bEXz2zjn)JKAdH_<W+Rbm>P+K=%`s0VN|6bTuH+|Fw
z6QBY5O?qiWOnCR5XH@jg=pi$9pNGdErn|@m676rFB>sPWcz}Mj->e(~Hw6KPH%MJ-
zC0byGT)_(Qcri?bfgVm`!4`}mIL>}|Pxe+7*3`($Ht;iPFb9$Z0#gIX6`8<m;?Z$h
zaZjY4+N2~Z?^)>){Hotz{!BrmpdY+mV$Yw?y*qWV8<?N{(MCmBt-{E?atiTW&|1KF
zi(h~@72G1vW(zF!xuW7vWCM3{APET$3Xt5gM$2urE{y4sO_QqhOmNLcvRYubLicvr
z`J+?I(p9Nw6!uuSLbgeF%|DgmeH6p{T)UZM#OjYUxFBJXs|HWQV!OaPwQ(r%h8yG8
z_8~G@26HVWm0K;ikq#sn;z{;jR40o5JMm0-9n5ELBLAafwV-|VV}5aQo}qVdu>5>o
zyApw%z`kPi68V_+veECXQG9!1ipz=oM_hcMr>L>NV`Rj;cZE8HM(>x5gDlIny7GT~
zFiR-ZAi7P@$+?`NX4%>GD7E{en}+6FWs}wyqL*)3K##ry8mbfl2BHWyLTL7?4M54Y
zXtA(A=!<qM+<2K1<>D3ehvs&0WUu6pWpNcoRV(MIL)5N-w4YMxdUYAJlKdPK@@dZ4
zh~!9=NJR!LJUp<`lgS6JMRpkZ&_{(;+$3kQ?OwG%5<zb>dc{?Bo5GeuOj5EnBjqtv
zIN}AG{Gfk%B0+%hpUcch&L%%6r*CvLXvj)rmHe@?mAzxF-dC6<AU$!uwvy2(m_!8R
zs?5N7Qd;H(CT=?~*&%+!=9^z;>R8uXH(uAf<K{$JZE$lr&sFXQO_Q3N4W}d*6rT71
zpgk%&`ls%z^H2nvVYm#95g^xR^jknp*Y3L$J`(TswYBH)Sb&iQ9YFUVp+PRh4d4|u
zkngfAIF0|9a_xMpx8UpI#`w;YSOuQSA;afMqH6^mi7d5@B+MwO$)Q}?TYUa9p&1%9
z{*qTYA4^;Ur;`W7%4ifNF9tQ~9<_W{3f{-h#yDA{HU<M0^X{ft{T6eKiFPzf?{)jv
zWB%(a0B=Djh!`v#!s4#|2B;g(6136OeUsL70$j-?4FPywSg#6n(P9O!GUsB87m7h6
zjX*s?D-CzNX=IN04PEi(*Kb9)RkxM6`>dSbo^3zrl<QjIeUkURf2?mpVBKgrdT?+M
z9iJ3oKJ2|_q<@JQD3jg1>O>ndm(idId1`3QZG|IjS9Fh^gIeeW0&ZC8&jwxiBx3>$
z>hvVoP+5AnA)MmR6R$Jkrv`5Hm$mD^3#xG=6HQ)>A766GVxk_IZP2rLFvtgnt$^ds
zExVVR$xZn5u%Q{Iu^nKCZ-Y38+hE{hu+`%Q`a&>;s@y>UCY(ry2GFXUwv#mmr!yd*
zel%$K;BhL7qOrUwV*(Sg=kRWr{%l#V?4Q>1>zI0@ap>tU;ZJYOoqE7IS-B`T``38n
zLx%g{NA5O42Nxojo8KPZC<v4FdRJ3i=cvydr!zMnktQucA~`tp*7=*pEn$gcO7F?9
zi;N@+3ZWxFhUSFB37%7a4&b6QR<v&pt>P2hCP7(f7ThvU@n-+&+g+g$hbdl&GI}MA
zeeH&z5XY)Bq$u|vk7l^1jx7J<G#<b|Jr}^gU0v^=b$*$Z{aaZ^C%`&wu>IwZz?;(j
z!hQmRGbFP47L;7L^FtGsHeBT*L{BUt#LL0h01#vPS6_E9VU~qxNl0!4ob0Xf9|8Y>
zMEZfMr-fG!We?^ji${6TF;S=iim~|pDyRlU#y8ayPXz6S3Mmu}JoYs|eck;@Q>hAo
zNLyRm!Fh8qP<M9r82476S{8?db9H2PH#uPXr^o#^_<ci6;8cu>{msT$pa{csN>7Sg
zb#$Cadi9KFa%`*y;PRYC&+n0u0fyNKMtPDyML8oK1ORvT1q(7M<XTuwfN#-YruRRc
zmLfS_)`Ih5_HF_()No_aSMnI{uh-<{*aOoATF@$oD4Z{Y9(&bv`D0$&DJaWekX*q_
zF3b2HhAo0E)gjKsHy_or{+!V-zY$t|<ev}Jw0<xhvbyS%K}}%SKkzkB?3*+-L7Ro5
zO#Y_Oq*!(^9jQ~4Rcg!RwFh#bxdTT8;IlP)tQeKp;w5b}(+?9?(EkQV=`@JnWWE+G
zcq>Fwl-0lP)SY<ci^+hcyn+J22t2=yIfi}LP~1ssJrUFprdMql+G<WL*ycJ8dG}6h
zpd5-2kZvYeBXtpUDA-bGPNxsw)C@pV<K|b0+<gUmw)JQkvVXDGE=1GCfBdgf6r9`0
z0Sf_|Sa3VQLpzxGjR?_Lv!pk{AqTXJ7*>-`c_Bx{2@i26gnjO73q@&ABPaal=ioUF
z4^JHEE_N`tn0*=m`~f=uu!1DYf%`d;0_{KV@VVf`NPhV(cgsXJ-D|MrgF<e==WEL`
zv7Fvn9+%H&ThzfRxUOAkrHLQq%1@3QdLW@Do0~TUW9<L&EA>GyA5?OMe=w#8!-09)
z@jav!uySbqZk*TNA9s188~$gE8e}LAzY<HK<LutZR9LjFFNiTFc@{}IWjnVmNv^EQ
z;NHb#xgmIqp%S}??G>FtJ`D%c4G*ed>+Qa9ar-~xSD(Jmo=<tOy0S(a8|%$Qn)QGn
ztCJ$5f3t()WJa=m;+ZcA9?eeEo{>kUN<k2pS)Vames(rdr4E#yF_7*(SK6-s`hF~0
zGO)pCBSl@cct0n<H>=h%|BPCbK1p?@(r*J#LO=ZKp}GW`PnJ|DpInxf(ii3TQ+H5m
z7<xBdt{2>^{2-1qvD3DVZB(|x@oew4;G1L_%>uWjRZYf9YzQj7gWd~Rmr(HS2Dt@^
z$w4CaH5l%Y0$a#PUjGAa%SdDqS)ribcK<^II8Gr5)d|fwU4TSF`_{$Q6gFhF2rkss
z1Y-TRNrBksd2px%R6*-3=`eYE|I)&707VP1Nt#>yaop)|Qer{!*Y``@VIbVTfbol%
zJKT;k1IPX@V$Nya{vv7eIeN<6f7P4)vgq!{+kApoPpj)+eJ;bvZdQ;Pp7gAaO5_g^
z`1dOR<AMl;!nMJ%?lJu7JOzr(fuIR9bLvNr9u=jj1rpZ)bq@A4aCZXwCue5t7Q%sm
zTZwez#Typ+&UudZLmPv5RB+WWEi<#|_jOz8<mm9G${Pd)r880&E87%1!fzxwbxM*{
zekciwF6FexSPn+RkB?91u>&lfu9uzqaJ!uiZn9)~9%|JIE6-8ZP*NF7iG}*a)din@
zH<Usn#Kk^id+XOYt!(v+@q3CJ2gCbl#q9VorXAG!kkg4Icg;C>-T6lGzka80s?@WL
zOx0f;Z>v^Z8p^4W60no1V;xcC<h$N~$2xh)R#Ep_CPDz`-Nz08jmZmqtCx)}&pS<e
zKP4<yk=SEm#1YBIs<hn|duNv)YLrjm{PqfVC7EhwPS0lhN3F<@zX#TK2=`8JIE|??
zYXS!{&8g*fGra8pfU52qd5|Le=bdBl3^E=B$GO8rr`*skd?Fz4EC7Yoi}O&B@B{)`
z@ZPgP@B-=Wfvz`nLvV)jCYN+@Ko+&uaruko?>x`oiRN&6-&^2uf&)DSJ4FD>?gO>G
zHgaw#=<tM2MfkU*KR=xU2^i{wlOB1Ag1(Xh87=GaieLm{^cKnsG>Sty@!r#<sxta}
zySu;tkQz)+mv%^bb_MNTB|l1t>-*(Kf%7js>5^eC`(1n>P|MlRPJmJ#2l)eKq*xp3
z7;eiZOJ1}68OwBbxsmGXL_TzU@rbLu!E&gcUOV1>`&yY&rDZ0c(2Yf$8}t}*SFfO)
z*m?HI-rV1N{_WPi!)cbzA}zLw(_h`&5t^SPO}lmlA2}+gIli^t{x#VkB;=TWTD7bX
zQd|}z(m&Q}aE2_C18Tp=D(5{Ilxqp)*FI1z?F_1^o$;{B-d*}ii~XzVrlbsOE}N*>
z;HHt+5cBS?`95=J?hy9PAC;VDb1XNh(jpi`HX^VFPw1>)?WoS<%mzC-hw{d4=3B07
zsc2%yVoBiJzPg2#siJNmUr-Y=WwvNtR3vHgSSmdwT$Dc5uR_sb<Mx;FAg7C9u9~e4
zbs$pn;XM^xyhV9-k*5D;^=>xP%%O<47)}N)7EyMGe!p>UfX^@1ct;<Rh*>(eOzWA$
zjR(iPyprgO*`WlupI>GlU6o2sNu3c7CvxGYN$R$+kuMNacjS`ieNcECr!xG-o*)HC
zx=qiXUk$>bm6A|Z3<l`-)O^9`0W=C2_<;w(0Tyu>e1?T%e1y_ECqaEa2Walve$7UJ
zMcw7l!BbRPy3L=L?|2e&;A5{He;TKc%@I8fSkHcoy*vNzU2wiQ=7J*wa)AIsxsPW=
z|Kwy?QITwp^w>Q(76WgLqMr91e5eo#FjQRgQojC!E($m&=G+ETS)5K|YO>5%t93q%
z?3*L=qksEdXqzoQN>-M|48{_U662hREDu&hp->B-%@6N?g+njWcM0y{{ZnIp5<Ke!
zSQO{Np<+d}7lNBx?%Q^-I;u8qU&q7^H}jUEMgMu=@x-P_XD`@t!Qja287AKPvp)5_
zbj7J^D%viZH7lrWok(&n916L~`h~+HBQAxUnDU7qg^-8v+22+q)ifFE6(~^Z+9hvN
z<wD}{0C?%SuG{Z6c70H^I{SWEEJp`hbmQZB!faR@3d*gC9B3xPXlqTE__eiH`BxVl
z;T+F?|JToq&m3~vwSiOadapfFrJE^TAw7tbMIH4)^aDKDwcXlz2A3J~yxa&00x1`3
z_j^+4oi7-6vXos*O?l|Fg>;7sRFmW+aU8xy<nYn1y<dqQ_?zYPNDO!kKGbJf!6g)p
z@n{Fu_t2jb(2t8;<g~tH+gJh=%nN{ye$*Q~+)clVQ#$XFDy0e$93s5H)6{2B4heTn
z{?uQswhJehI88t5H(`@N^ipA3;#wf%14peUf2Jzo_Du@GijG5BaCN{@uNT=_kYFzC
z7~+*W67hOstiF9WuDf>NiqcS(7_^3OKVSW$8B4(Mx(^lID3M>y`C{@F|7D7k=;hgC
zpkQ;}e)zg3yV&k)e_GG2o0#AiKUZEGt9NCKc=$SYGKIXTSSvC`FxH~2cUmN!u9$GZ
zJY8wPZ@$iqpCK$!Za!ir>!?9P^Gr_bfP|B?JB%#q#~<2zc;-QKM0{OOdH*;C1k3nx
z+<GhC_Eh_gor4f{uA$2*o`P-22tL-cya<NXX!Yl%*ChO2e!zM<O!%pQPUQ>L2>v~^
zf={33_D9m@eDP;YjGCqLlpc9UwK^to3d9vzu}!%07Z&WPX&%$T__%=6?OOSX6HBWx
zo4d>T{b6l=Rr&gz=Thq1EUz)%`|)!5TV(r|W#26kx!Y-knzN$M`c13DLeW0c<Rm4j
z+S16rgrZCPzC{m&-3Zp#v1X50O@@jz^-nU*Oic;!0-+C2f4BrZmUz`(?rWa){zDgU
zpjHpwV*OtNlQ(x<#Lax0`?hDYrg)AY(^MPkRYCDGQbR5qOAlE3!s22f=AI+)^+lQ`
zef;>*m+~nTT7f}a0*0d_7qf?hYhBtbEIH4n6y!E*(_{yO6l<MszMP&2A=1Pu6lWfN
zti0tEmgoB*VDDB8LtYkNVqw8A*vV!AF+e=u5fR~j8hStq<-}kAo`qV^G^T>`MDC(B
zf{?sxKF^PSv3)RfTFgNjW<9ZsDOA<qOT(7lGBYK!yO1Q3w*|~GCiN#k@?lUWhe8rl
zy9<G<DkO0ck4m79<-ur0?XCQBrO$>Y-{RTPG_DyQPy7CQJkcRxtEsB;R$Rpt<!-JP
zYB6X+8tc26BcG$^%qxJeFWa(ueeho}Eg?tSCy~(Ci@6gu=i!fbzWHve>8?LNfYuPM
z(szaGyX?s<IXQUS>evlMMH^%LH~KBmZrwU9RsP0*);EnNPST%upGGH4Duu;QH@R%3
zf@1XovbUup?izkRmlJ<0PvC$iSNG{Krl@GL{7?Er{i;}SZGY0`90aH!fOZ}le65+U
z1Q3XeAKN>;p|}H2Yp|CA%+*Pt1E5xrhYoi<LCk2dHtyYng?DcMO+=01q!&&Tf0qq#
zzo7h)!`1eZB@UM1FqwJPRaY&*i+g%{rk6kgI62ZAhcp}`NTZAWg{Fd?gs9Ags174V
z3G=1-0s-F}r?e!O&+x<q>IqS}ZrARAH``+Be8Uj_WNH2hbN}i_Sn_M0(_*d9W?d4T
zT;&M%6=}Y8Y)j8(#0GkrWW3ph=jqH?nG4<e$jAAM!0qcR>W6>jP)N;jHw=Uy$4B-W
zIp0jy_I|Ju)E?}B(<!hW;u}tf#`Q!rZtTu4X|&rc1_2X7Uvyp3H8t%7A6VFq58ZC^
z5%b`2U<?|3Y|?*qeF%@CIrnH>txhv?<9e?H?#9Eb;$nuep=RGL&h8x$Olf0g$vwj=
zv!C}Gt(i69EdS2wvZ12P?@5NJbT5a8zL=LPa=-ceUeaTVLFa?3FJsodNaZ>I!2T0?
zg1$TkB0Ooqwb60?sLfAH2NHiSbXG)X`tR(B44VHS^nZ8XPoOiXzOj5~6EsQR(#F$h
zSt|FNfCmBpL6jWS>-vRPF2S&E4uG$#eM@J+=lll#^F%>ss}6qn=r2QB-V_2YP;Uu&
z>^6_XDOqrXz(bydY8|jc*#8n(CLcZ|!pQXHKV3fnoF`;*Qk2d0zT`*ndfG1>z)>Cn
znUSkjZ-PJ{lbn3d^=UA$Xd$O_gP4K*pcW!_$SwQ~=>R-lPG63?7V%~LnBwk2bUq$U
ze{4$|j?9;pLd^^bIb4;;*W8Zp?-#MW<|mNmUtD;|Yh#)FnW^dzwvU|cv^~YHK4PhG
zgAwKtWNc1Tje)ZUp=LTTAALK=FSFfz^ZjQBO$GMZ`72kuOUc8`B7`8jzJCbqu#0E^
zel3Fm-;{A)UbB4kyOmx=*3gGwne(IK!&#Oo|4Iv~2$P!%><;7aP~Bv~z40Xrp?A_H
zR7t)o*L-Medv?bqz1q93PKle_nugpdn`44~2_L2Ql|tjz<pt+Q|5kVMM_NC~U!s`n
z-Jde8W+_LHx(oPh;1YZ)xGMfl*bL)Fz7qXxMd1%twrL)rzpOKggYz=nq!t!qt<^Ku
zOZEO#oX%^VXG_%yTxKATttXFFPRKu5RA_$ZJJ(={cEtx3ebEt0$Q?+0sS#XNQ<l^{
zHE@1S{F@PbMiDd2`9pKJakXi*c7Z}Z*6^>jHSx)1=Eyy{iu?N~jWdMQmhULui%as8
zGAITeUi@Q4YdX~*;a@^%p-^Fr_l@|8Fu*@jye^I@q$hiUubnUtVms8yQk;)oKxY*+
zwbeks1^CCwp$``<4rSRrgR^4ALoQC5E8FAd;4`SzyQHhm_C`Q(fHba~S%zXWq{C0-
zjT5=~ElCJW!)h-(*e(RNW8GH`aY*M8!lDsA`sVww@YMTKXqk+xShrwO14rzdJ0U%b
zKyBc1+6rzALk=}|nXQL<^&wvDwocW?-^F@7Dfc)3;8}JL<aUu3cT<Z8v7oM%WY^3O
z3)LQGx}&{8)qv8ll)@YMp-AU@VFw+}XXR&MMNy<&Ys^kMT<asE{?s9Zp68VQBa`FO
zqx=&e&40Z^aViPM4+(0kZ!_dP5f>LDkYervxxcpXlYxJS=6h3i<9njvA7|$|UMzcK
z*Hbm&lH4^kvn*X;2%?Sd_apyHG05Wf$6ZZgJ6_k$wOdD4ljHqr*uMOYc)To}r$h56
zo)pt&$zo{IQ9FT{f171*-DIxd^sr){?_l_Br9_;2D(D_nSk&?<l`8WGhpYN-oOx!C
za7s;xLPh&~>ApRkj^Szl@%8<=!&9L*75mq&V%`LHuLuknf&O*zY~Y$s#R{Q&(ML=;
z3`@Nas$Ttj8ddr7@c|}%(H~b#cKTKOL0-C`E07z4-eoF{j(#KdzkqJqg|CA*aI~dp
z_y@ToA8I>z`p6gg!Qqj>xK|7vp?cNCCj4*CX!W|A7#)hC;snaf-h#{KoDylPZ)<C-
z8L46lk$`&{bX|sZy#_l7kj=eceyR<CaSeWU{||lFDe2HZwCbJt0S=f8JrG1aqnPZC
zip(&Z^D`Aadtw$*|7L}Grm|S6aUJ-hvv3sKC{NCYUNpGuAi_E_VUywXm&#N>`N=%W
zWI@rMT0Py~fIkhSMZ{iZLa0}5OW~-T{CMyIm#82yAD+u+^m6(bRTHoG22>MDcw}!e
zbK4E+0(}NOPH6;|^}Use1X%cjgDtf@i(Ge<?XQa0s^f6D?JDXFgF)h9d%sSYKxt6Q
zSW`Qv1;(8B%oDVU48od2YXQ?qC6muI*WX@ueoT3k=0woNQpPpRsQE>=@5SN6J9+ma
z#ecqf(oz0G=(U-375T=&v+j>h>46?*lmYnVT>t!>WWvkJU&~WazKT5`Dz+Es5+`9-
zA`NgJKJxV}{bWJMn<IJKqPn^SUOngyZ2ck%lY5<#aA0zZee=QHp=P@3!x$Nx{H}WF
z$q(Wt(x@=SL~4WlP+(+zar^>fuHcsea7*4~#0fI5au9Bd1<C^$1z^Kp@x6RBe<x05
zcYnkXq5sh-%s?*rQdJ%WhbzhAq3<Fwa{0eGAR7d6Rs=5dgDmR1%Wwv@2{*$*?dno9
zyNv>~`$3(hm0(3q1Pe`qyv?pYQrlF>RCqmZ+e+5G9tj*Fj5O@K@&SDfXfw1Zl|I1_
z^|no+;6D2TrLY>BW<ZkYPUE>JOf;W$zfX)u=-Fed6UOgKU-NuN(HtD|AvuSoaqUSb
zo|-Omt-TYT_6v$9HWR)0L*aPOU&`+0@N$^m`Y72E>AG4u8W6s!V7=)`PTJ*%%QHlX
z>r{DjK_ybmhW?X&vg+b9or~tSm<j!OAA`_>?S>z`WtAi-!rwL1i$Bo5KC-#?3QeVx
z>h<#k6U|#LTMoO!LT0apRhRSyBeTS5;gjN=bDn>(mC|abT_~k{Dr3EA@k$p46Q{9>
z1i?~BUnb0x<f8G)1#ra)u;#Wu4=HzaliV_ViRKtxC_DDC)n73dP4sPzcy@GZ>id2R
z=vg4I96W!$Um`>RRB<_!gOr*MR7jj}NnFgdvHf&71-vB^qB-^OWG8J~b>cKrn9&qI
z34vT4=1o$9L;kcZMsOc-IV{M9Ke~AR3o2M3<IiJTxB9|m`z+{Z$l}7CZU!EkLE}4i
zS95a7NS_%k_EaD4AE&q+e~KNP1tA5U>jim-=2QL7P`1WVlP_W@B4ZeXuI#`0C3Gmv
z=`XxHG#%Q?;`81ozW;3gz{}zA>Lql@*=-3dKMx+gTd0_sXfvp$eDN*j2OEFk1kW9e
zC}TQS)AhXN+Jyle{^Nz!w}z^{g626R*HlfaqWLfQ$&<C_n5LE6*0-W}UQ>5pOLcU$
z*10B@(HLT6f~%VF?_DrjbkN3H>g4!TbaaVpg6ZHYz1ki1CBE?0hBGlu&6M;~G>q;g
z?&xUu#_zLbEpxffv9W?lZg0u%TDtDQI+59Mu;Cm3&?z~g)mM5`=yRoHc0Z(?08|KV
z48_g^gM&!E8wgD7qy1Jr)bE;&?h{zhE0D4@yu$KHBVedU&n{U`v-UU%m%2fWQc!GU
zX5)&0CPcVUs*(V^bCTs@kfp@Q+eW&Oh<yzCXaead3-0k(?L@%bMbOIrh8Opa+9P$T
z3I4z(av5x|>xZO}IDlDm%_SpPJ;3bpJ>n6$tMW|WC#gPzf3#Rv5D^FYLVTpaw4XvA
z3}&nA!mVxwI!EEG(Zh7-lM0P0TURHhi_Hf_G1y6*=eI)+J)7aS(*jalJ4}#CIkLEd
zB{em9Z6||J^4;~;lrm#2D*Ju<=-oc=y=^cKBTl#G;DEH;<JHi?$~z#3D;a1g_Cjkr
zSV&;3P|x|8i<?`+zKg}HC6^=Gb#)tm{FKG*=R<g2K1Bm{_SaUqdRKP%OL)-r9R!VK
ziIpBSN^`IE-&ryeHAdB;-(7JS=*zo5d**QM7n|1ikP3J4dR;YzH4!nY$+6lU_VA5y
z=ZXC(GCjlZqLMMuVmYkwJ;#p4B^2**CtwnEwK?Oe{J_7RK)d$1r+)_>dv`hBpH;lL
zwM8{d$XqJDgZaaA<qad*pxI4L&EP>^aef7Ny2Mt^u#r`#A73V;j2!;t$;F#NfDfvo
zg0k>p1U`3(l=PGJONC)%dvaUUbKgA|_*#PgvG9dYnhM|8$LWkKoKd`Lq0iY#fAn<I
zFfkQ&@rd-bgt#V3M(5BC`)%NIr1oD#OiT;?d&YL-sJ(_h;i0w!G$1AT|FcsyH1yIC
z{Hdj>2_+cQr8n~=Gr^+-?O>EFS;!u@w8Sv&d1@0K-Muk&&Qz==s_49^V0zrgXJ8v1
zyvI#<kC*q*-IMIS_beUj^M#dTZoYa_9xLuU`h$gjs=!`>eDmiH%Iw_CxTxJh(Z}IQ
z7!R)Mez)tTI8@^=h&<*qP%MAe^*8DcMeHc%EuGpwU*8_w2AFOwTS0M2v!P~)$?xXV
zi&dg%IZ^>ajawbx<9=jLyPgiW7-ulbb>3KLIC16NuJKuLb1b8LblXGxc2?)RSfgvw
z43nRD2d<h{<4d6{IczTsQ@$eRq3vPw2r+NJ9V>>lU9?&8b)O{|R+Q7`b(J#?zIcOl
zF)N+JMt4?o`g)hIPhJd51%%f`%C!Z8j^-aRv#ehmfK#cRlFCIs-zOZ+DpWFZEM=8U
zLrxC?D2V-J^)o^(>eTM5z-A+{=$!DIqG*7G0h10q#Fc&C?xjIWzL%Ji63K7Jn%%$p
zdl)YSg>lUG_2ywqVa<2=Qn3lfgp2!Pay)Ot0xO#P<im>Mtqxs|CJ|8=ZoL?&MuPWp
zTNxc{*DG~)PVuLHtzO>u<XAX>&Cc;ZDM$(|iy)X&+;S)`EEHh27ta43{CgF}#<rc&
z0Y>(S4<F7EnegThrTmJ8ms%ySBSXH>OVKtwI^)XA{cNv}li3&bD6!Czj*;yDuymGD
zK{nslM(J*p?(PtfknWOhq`Q&sknV1fhKG=D>5}g566tRE55M<a3tWrE2ZVd>nK|d|
zeQigava+*D31Wl#r3HZ9eN(#tD&`xK7Aa}K2o0smx{E^N;{sc-=V@CG_)j}*NBI_%
zI!IJ8+7`*nZ|)?pY2JAwA96K()!_J$&x!+Uqj5p`GdXacwNN%<)`fNxZOrD-gMVxV
z$2CD)XK*Z=k)3uDPn)&9{S~HW88+Y}dAHui;xBw5j6vLtpwVv%)3wCP*R8M?FSj33
z#ZkK*ySZn+7W4?$EjoJEeZ5tG6;*OXUu>SHVYWGBrSbbB5U3lF<NIScHB%r}o2fao
zSCQY9Ae3jN<R=R#)xho02<Xy5>Nn7;yTl85!W1$LgLoAnL|tgKBMu-jWGn9DVDWTc
zfmRf*YDA|B8tG!c^<wmq4TFIy-S1LS=?*$Ww0(caq8Wum#FuK&6AX+us4aVSt*SA>
z*wePF{TbZLx+N0v=jPQKa8NJ2qehPr-;kOabz2e><ar|VrgDCQ4B&P>;@e<Pkd_1-
z!CG2R88pc$DWJGqHoNV@HOmwNu4lk}(_i>S_GcKU+OjY3h+b2Yd*%}aU&%!HV!6R^
z!yQeGDA~K4B%cVA4VD`Djvzsbku6FYV6fVKc{~}2MCN^#X<$V#MF8*Ht1haN3P-4W
zO4gr~EM3ngi~9FwBcld`u~5L15O5K`AWSdCBOdu1E3~j}-s_z6pO8n#LBe!3N?1}@
zUAgYkVRcca{BCq-WerixWF39<AcAGxzJqbf2bKDHyhh1<$Q2(IO_RB(p60ErG@aLD
z3j$v`^l&ae-)TKdTlavXlrNBm6}DLQW*=&YHN_04Nd8E79MXt$MdJ$>P?<J!m65(+
zGl@hDjvg4b*g%<75sPp)OcWItyY?;sG%8P4rOau~@4Qv=N%?4=Ea=+L6&ZKV3KIt-
zp?Q0;LzHp)iIODYpQ{i1%d%#?0y0Q^7&s9{LQqTwV@cmq*KG=xKas}NnQ18iN|#i8
zs3@5Oq57LlWE4HhiZde&e67wDPVIxfqxS8a0`OB&XWDn8M*;5x`fX4QXzDc;zZYSE
z2gSf%teUn0_es<CTYM}i%t5Bhxr%y){_LL++O^BiU4D>4eh13RnytU@W6Q9;#iY*F
zMQ7pCoS1vRc(AFjJ$^L(FY0X!@76|S?4637Uf4AA!jA;g)!Ugo$r^yq5jxDoAI9JM
zMO+nImJ0bpc20~Q^93lS>Ka^D#k4Clv2e0b!i9es2#o%hLU2{9RMZE0U+qjQo((r{
zktLJ;7%~)b8`0TA$AW$6i_5i$)GPnOo4Gs{so@*Yi^mE`twhNn;5DhlU+G-FjkG&4
zGzWeUqCYe|r9>hjI9Uup2x%AX_PJ4i#gci<;Xs;BB{Npv?;nU68ID7^fysJHoqsPP
z+b01Z#3F7Kq4gNxL$b8Z9RjJU3h)*nArz`ZK+x0_#Y5!%)io|Q)YSu&ah~YsJ2Ox1
zr;j!;plS=34kcORRH~(3!eupt0_t4C^MW2BzJdxAPM5YJMxyP0Y4$oW`zDR94QKX2
zhkrxLngN9;XuRDVda0@cedlS4<KWM);5oUtjPv(KLxFp$217DAMhFpzt@?jNnM_ch
zrx(g3E7tlle$a8F438fe(;aIXnLQ}a1xBVcCniy=`UKM%M`;6`s-rT}gP>^(jR))!
zy0n8ZYikX0f1XIMV4@rG9+FfVYup~lSGUmRlNbCHz4wS6kI@~^*B<}y0~oZFmaVe%
zPW*7|I8XaF7bK?t{LnxMF&O!KB8^hdF;!!0aU>8Rc$rSQ5FB;rP?_xCbCz`4*HK?L
zP~HG}IEU4Udc?0`X2T>?T6_!fdgBcjFW7a(Au4y<Zf+SDRpd>S`%Y@gsKI#4QT4_P
z{cCC26Fk(rAxkhWb~>+ITRWzKzU$Q#AL?G!@tsZb`enuVusskL8;jOhF4(aSR<VP&
zP<5K1V6X9%K1&Hy;Hp$!gNp!)1S&o`c7PCd8Ae~|Zm#BQktI1D0%J4|nj!5m02~sY
zyt=#vkn0PMBkOt!x7N*0e!a5$z!&X0R{%o36cfq+TycCv0;AuZP_~5_D)7#LI9oOl
zg*|(EnI%tM!;p|kK<u#T0(Mm3=Z-<J0PWD5Var4KH`lIKT__MW_<*JeyX)9@Q1jx3
z%jkf6{Yib7*|%I8wmwgRfz-GN?-4A~jeu?yHLj+`(}-9;3##M*(xcZcn}7eTfZZt3
z-DMLk<0F$oFA0HOa+)3s+b<I&)Mul2z8$BWZ`xSk3|jo9={q4SDTId0c|oRD<%NZv
zmd?CpxRK;5KGVDM&9M_au2b{XHiW2E>F%_F%?C@$pZ!`-NrkDGt;HMKFepC_SO-zK
zCdFZwt}5f@^5i3O=YIxwzug)F^g<M;K%T_ZT@@-^o}hNSu7a(Us_MDT5@e0^W@Kf3
zR*@)w0L4bhP4#A=x1S$Fh`IGj^w7ekHxnF2I7Y4I^ou=d{A|$C#SPx+BZv^4h-BCZ
zx1a`b#K6f2{`k3NmW{vl;v@^ke{_Llbl@{2gCi4HX2XkmhkfQowqUK*Z2-ONH`2ef
z^gP0U3?;nzQg}(sgaktlj_S`00U)9f$k?&O4jNrd!H!o=?%dJwW4=9V`6QhW!%@4j
z^0w*f)$Yk~@OU$X_~iB;_$a_n?Y%AvOqH23ttE^bGf@E4X+RolqAmp)faid2_12>R
ziXY9!6G%>uV+z*N(5HaK=YO#3>a{32#r^@8FQFu%1UV)W)Zq-3F5e0A6^8UT?Cgpx
zW>Gn+9^MI|DKZ$$d46EmAd>Mw?OTBj)MH`M$_l5D9;}h&_*djMP6vbfJSzk*U)9L!
zctvTw{(!SNXNu?hlzg>lwzbld+)vyg4ot;NpP`pCOG9}Wf3KQ|4*#>zt8J2SoTe=F
z?}8E%@Xs<?9YhwCX2G;UGP36a8nS-l=vDdyD(Yx))ZfwDEv-Fd^`mH^ag&_~x<)PW
zY7|bXSy9A^{zw68GW|pQN{wga-K1Qtu0A83Ld8GrtYnvFnlQz}ntx)9@l@s)ko>B^
zdfr&8@*P&t{#x8`xC(?-pzRM50JqP-yD2Rp){L4uRc#BF8=Ha)6HR!4xKXeEFIS5#
zJcQvOVKUDDaEkw%u0OJ`!$5$=?J^$e<uYBfiFRAS)sb*=x-^Je2D$2YfAeE#Xlc7Z
z6gy~D5c%9~GL8C}ji&cq><+hP-U9n+G=N5K<{AmyZ3MOf4hv8x0hw7B$VOC9oa}1-
zbqfuWUCgh}Wc-$X&L4sl;lk?b^O79`0@~>NRBhlw0aPaf!1M;qt*n);sC-qeufWyk
z;^Ly?YI*#20|HRpH<hFtACqm<Cd|`sOHMnlu&BeF;zD=39LViBNxzyJu>}da-qg>2
zP+7f4*1WH@R%8#gtWZ*9$9JExp7vtQt;4u=<*!Wnmo<l(<}g(sPhPpGK63A8D=#*9
z<8!S(eE@5z`EU0@;?eU(tdoKip}g9Sv0$O|D%+oRw}6%(#0HrxsVmfW;4nH5ZCP+u
zXg=G~@XQD|42Y^<?FUNU$Jj}da446nOoS?_@V;`Yaps+Pvtp-{Kvu?yOQN)H+}Drz
zypmYx6|0O3HyD1s?@X<6SJ!jw4+Je6`#90z$*Isv{u7-!kOHYIa?z{hdiQABoWG@M
zb_@m@P<aeB<7Y*iio)h%a4_lq16^%-Rgc9(Y8Azh!`4p_Z?kM_BJY4)E=fyiO9^ik
zfJOkIAwY@(!#dO2``q)giwj3UpoyBgd6dM{jaePyU!%c`3e{U*O=mIcqoN?16?mo`
ze^W1mPJfO0B-!uR7f-S{H~^NmY^2C|JHCKqC|UrR61e|1fqysN<_ZAe3l_pBFrJX-
zJ?04LB5yQY9;)aFV~M9w1k=J8&^GCH`i#fD$Jj_7)d(7v09DZwa?4=9{0+QiMn*<D
zE?;3m7xPUZ!eODLGw>rd{Wm}`EyUp=!2q7G#s7v?&AT|jIXl15u<Jas_x%DkThwwX
zG*C-8348eK3|uL7FI1w!A1UL;9)<eG+a&^{JqU!V2llApjw0tC1X0C2G39X>6WX3U
zOi4796CRvTWW_5yQCs2sUN3#7!6>cautZ+r%XY1Ch|GSkUKgK!h?x;^d|@>|!{y+@
z#zf(TpPP^M87@qvcCE_ch^7_(BQI2GRcNxxRx{pKzRU^^0`A62(qA^jWo7Xce+SW#
zcS6PEp$UTzZ7GDN65_KXf9KWCSsKooh!(;n=(T+eSr(H_i57|a`X5xO8YD*<=}N{8
zi6s<F*2E=@G>R+CN8RPQp9<rqoqhBAfBukL9I4#2U%;VA&>qh5!HWvUOST+w@ClUX
zU-$Hxv&RqJU7GxL<kii7LH0EF*i49i6}TK>2QUkCq+qxvVPjKcrS=ZIEct=o-qokp
zwTm9kKf#pXjjGHr9LmG5<%ywK6%xB1C2sUrt)~dgHGHumG(~8>A4Oa?7;Sd{C@Bjc
z-tD%mzW~jR1i*X;VKuE3-D$E#U+h9vRd<J|b9UYc7;i{zfUyE(+yvl_cvBJnPbipv
z=}-CYISN}on=cKdzc_S3e;}CDiH3=GcZ`r|lf&w3YBV>uun@|h>}{vc?AZ)ujF)O}
zT=~lk@be$Rk<S%z7R9x;aZsFNs^2BpuaMfaB^I&R{H%-APjP{0nvl&}nNg=svZ3#L
ztxzB<fLrm&pCdn+l@{lv-uabupVZRXIMa)1PKbQ*b$2<)iwLT{Q{4UY{XZ52lz3~l
z?OP-GFrPI~J9sgXaS1e0gb1eHu8{0az~<X{y4(=R@e$d~o%SRYiT@r+^k~Id?uiHW
zZhdcyXh;qXDxR4yt)F^*pxz17f?Ywvs^0Z8mC>1faF!!N0+pO$lP#RMqD&xOffl?H
zc+jhj8B0m{Lz%|<e`cXWYoaIXI}ELEiW8q_I{Vdc5_p>Yo}Q+qFuu!9Q#k%cQ!Zd`
zKXc^7vL@LLGA{==x~hCSI(oeYXt;#|c}lCXAG#g+lOr1fPYJ;$-zICQk_pot@6#6K
zvxA;Hi;4wa$6yFSl&Z<g)BOsVF3w<av7{wT<Wl}c{>k-k=+8)zhc7m8hr&h~ovwFu
z$QeioTFHpAr5U|8P~`>%Kn2Rn_9xobTl))QB`9{A$HHC3>Nu8fbz*s@(5p4QUhdz$
z2|NHng9>yS05d28h^TATofB?Q@QO1Xr6pX9goWP&_m2UHQ<adlJ-&Q)f4Z_~albGI
zbLSiK^nuB4Rt4L)qz|C!JHEXKj-B>0L<0C|H47o&dpbBcaEL(#?kzxZN#*x+NtwqM
z+uRHxqEeLXQ%Bzu*nI^Zr8FRO4*`UuTC;gy8v1AdwtzHaQ@MX70%heI!6jU=eC{|9
z#XD5h)srGtC8uA!oP5wrrxkv_gebrT2av!eBDUIx%ONFD>tnU_+lyyvN}e<!oisnf
zBfx%JFi^Fu7l%P<Nev<LNCtDW?91^V3IdPO0o~Ic&)($?8t$FH<L%CvRzuylSVk~|
zU2?W}HsQkHOXRsK@YQ0!JTfq7g`Jn;h*P8uu^rM%C26!iQ2$1q*-BID^+!k^+oRLs
zvZKmO9_5zf$@}QkA<pscAO7K6hnvbfQM$Qso8X;fxkFr?7d===#$HQqWRH;CvZ@@~
zGVp&h6JIo9ib+jLTV3tMt!fj%O*F5emWu7jve4wXMq}x<iBv;@$87*%y+v1c;n47H
z3HZMDNG?@F6^<|Vm~J#exMg@Ru-h0Hm;vv+f0zDW9IFUXvZJN?2uX^7+}WSC)T9I&
zjZ~rLHZI-Krg@VP=|m6c4_=B4IC3#*2?K0PwfJ@|2UKq-{9s&`G;4~k3oalTfVuUX
zDC^~>v7;KGK|thS0?~kF%9@p3;dG^1JZR;euf=UiZrg%^l`&8$04Jf3=X^9y^g${h
z-WlDVtV-<U@#38~+)M@JqucRnZ3E_JLSo_!Bhv-IRVXWIbqhLk=coSRknaNy+5eb-
zcOSdFrOGHNSAa7+UX`9Wuf`Bp&kpjs9$zY(2Vb$6dOpwWYd{?3r?H-N<=*20hdwTi
zXkwWM#uU<YLro{W$srF5_-jk&f$Bx0skAS4d@=kF9E<K|uJjkPmQhFyU;z;OWOsK9
zkMWxkV4DaKaAe2wf_%zD2sEg4y}N>eqPzf_c*k?8+_HkljAmnfHeW(6KjDnHdSqLo
zC5<7YoYzjUFZNerTirKv)F$e`6DxG~y{&$ZW|35CRO6!i+ThN+{(8o5$Lx_d>VB%6
z)P_=FtuK0vi}YVspj{!fVtyBxVka+dn?D?QN`LcVnTrxsRaE`)M`0a8RcPW+@_Drx
zb~W^#^T_ncRsz48u`}Kt12=8^BmYgK8`KAMVZsEbPi_FjNkK`a4A9&r4&`8!2s9d^
zWau1oP*+11x?vT_d24<pTxdwm9#2sLq_|@5@()tieO&=Ia2HepZ^ExPr;qMhD;P#|
z1O5eQrecAB%Wa_M*a1-$#|hulKpB?2+cZB#XtBabOZygW3>5WP^X`3+104Uef&rqp
z&wO0{!19)yt!-llNcFyT@cu%qSH*RbCQ(+Vq^T(d^eK(EM7~E3N9j8#*Jug)CaEmh
z2Y(3I0-+i1ZE5T4ok2wqpB^u$d2nm3@rXr-&_HSgk;+aImh(@?jXdObW0v^^NvMkS
zzR^rSn=f-^;5F3Z39UPh1)Z`RWv(XSI&~U3^JX6xaOxsHRt)@{zRqj{ICGkh-_cQ-
z-QwOJ^Zo2cx?xY|1stfjNuzy#x}SINIohAxV^Hr)FpDlbdr;4Bwe1Rjw}ewSs$DK+
zdvJboKNm|%#Y!o|Sg1z5Hv8dn+`C(PEN}bH4DPGvNaFXZ)o2K$^tfoUKiqPUv@+U5
zdn+*|_Q#v*)ZYf3#`$_m)kmqXFW3jYkHo(R)|T9FG19I3W*1?vqnF0mpv(xu4N%K?
zs!E;PtqtF0RgB~a<iHYX_<h=>7};CkH&<ZD{q>i_cn2jw*#uiXD<lXC-y<tKJRHGT
z^X;(#dmOP)zEDnlbiZ}}tq=QqtqeldxUegw?<dz{EEyaQx6uT0D{k9SUI3^C^aW?J
zi(|*DQh>ec>DA$#unfZW;#!EK!~umYbQz{eH}_sr(g~P3tyh{@nJ&Yqqb(elK{FPl
zU;MotJ$7u4mTs#6(as>hqN%aDq^gP<_$N*@<3TMaN)~5}DhgmK5jf0b^jZ_gc!yAs
zKf2+9=`j^mp;LwxKn-A;0N=`wW43a8(NmCYM>U#jB9?XeYj1~fJ;LmiGv1f~!w`m(
zj1)Z1)GJ@i%z92p8MY9b`Q!}ibCDv0?(f8<V5suBHC_rxa}E!%cgI4<^unE}o5d8=
zcv(~pG^W7jmfX#shF^<Vi4^7T(;Y)pvf_NryKDMa_Mh9qIdt7!E7izHc1KVa1{!o@
zJL~RGt7Q^ieIJK$=6V!TYng2-RZKINLM}sqo^G9M98yZ1&+!his_MvA;40rKpAmj3
zpf~=mMuh8|Ezw`mL3(79=RS){(wVr9v^AqGv8`Jd{Q#?XXqxrVn9O49>4aa+AMj}t
zOLnhv^lO50aNgucI83ssA}F#DlNC8VrD>&ek9Lp&_Cuc~wBK4RC(}RobDeP}iN$0p
zLr{0NZN~f1`n@nw?C(o=f3ygZOUnKrbFI8>Hh+NlerS~cyZc*|E5smh=AA!-Nj5;p
zYP7krqSe-bR8b9}W(FFah~YM9Aut&rca)O{X}`Y7%bSMV{ZSGsB&#Q|U$o8}+_uf5
zw85(h+%;TmJ|Mw$B2;VYz&oTl$5FOlrHI%UpIm%YB=Lxw0EI%a+jzq1W~aLC^(G?`
zfX{!<6@3|%NHY2N!8_c*{L3D0erp>w-1|Ar?IG`@n2*7GtY#+!<(%|yW}u(3t?FGn
zkfc&P2nfu8vhb}4qzTuK<H@U<oF4oE1AxJi@aEqc-|pZ4?Ca4?N3xy5p2`bu7El?P
zvX09op!|2avDDstm??(7-PuI~2jxT6H(SX^7ShT*QL+1*X`qh0t_lXisU~|yNO#>y
z#dEPS51kUvL_+aBYOu5hHE**@Mvv;!JL5>afbvN)$@is!)+0|n_EdUWgKa5hg1Usx
zuI++NoJEue>w15hD&$6TxN<<QD%O9`Sdm59n4%nbkl?TAhYI}z&Oob84$xwil$6jY
z&~=r7x~Bc~LbJCeDNvB+=;WfMj4nu+C>;-E;Teh^^aN@<6U+*Hd6*Bnd>b9U!At>_
zsSgDG_`dpp+Ye9gkK5zrfj6ZrxOSJ8lx%=G@&;GOJu+wqzt5L&{Q?Pk%DZ3}hBh4U
z{{LFC0U&Yf%I5cM0uiA@fBtM`I*lF7^MS_MaBW8_i$OQ5MKj?v%5fAv7g1atAlmVf
z-IryP46`w%(4R03*>lT+8VxLih{L8y^Td`G9zcp%+;tXHbh}PcmrAOQ4a&9)^!t||
zrUkSAjG&k(DMKt}xdf+EDP2aFoRCcw4{C&PV&C2a$L*B{l;sK5w`;kG)+tW1(XeHA
zg`Dy0Zi^ll(b9~l__{OWWgX=GzV0gt0gAF>L+ad~VQ@?fR{r@$mzC61oWR+8BJU&B
zm#5<YxDS!;{$(WXpm0|XY)1rVN;ys2!r<&&Na&IpbPXD9D&fs)uvV8$$A9m#)>_vV
z9Zv6~i2VCc@fRwQNUk-r|8e2M_(}N?7NdBqXe>6FKaGcXvFeG<k){XzFDK$W@!Yef
zE8BUqSu0N=EY@hEpfAjrxJksjICH}&W0R&AALK}@kcj(Y=u@0d0;J5pS0l@v++kI^
zc~YHz>qu|$ZIj&UD`qR@?0#~;bUW)B_(hc&u!%OWV)qO4tZ_qmwZx{n54d1}tiX?-
zJi~7V6;UQ}BDF%ajp+)s65vAGgL=LQieZT{;2?UmXJ`F<jm8V^(&szce*{%F?BC?Y
z=QkTM7<c7QA7}u~#anhBn02qL=)9>CK=VJEY2b9VwUK-pW24IVnI3!(NP*sheL+Om
zJ<vI9FX<ghw&H=vB7dOL(qU3xsU3)c8enLKe*X^Cg3hAJ8N<8bt&}@1t-w|9piXIF
zZQW~G-`{><0ATat`PJH7K_DjSYkNm}*vP-@6}&%_l00l|yzpRXadhK#WOVuYI1x*&
zVl8@j7e*Ddinf^6f<4D^7$8I9*tW4`7w>iZ69eC+`)Gwa?{Qz<^S2t2;FLD2<P78W
z{n#%{nB?Cj(a{VUQ0{5@q`+qU_p|QaEGC7Nj9!;J-^Jhmo_5F89rg~+t{eXw96HWM
zV3y*secI-iO;7CuFJdQxC)TosE^ouKe46kfYy{jVu8sd_`W*!&Y-PI8zN!Xz(uHyG
z!l`qjRoap$EeDYxlsGc@i{?zauLnU^uh#6D<qe$_;w$FSLHh2+U-1fCKPzBEgzb<0
zyU>I9F@IZ5eprjF<9S@4`J6FrKDr*{<(K=5e_+IJozK6qN^7V$ods~(fEIzMKb!AE
zV3*H?75sOa%sNc`yijAAUR=drhxI{_1`j=Uc(p%D#-rBPr_OPK0KBYPF163lU^Klx
zF^SkGSf2xfg5XBKH{h=JE(hTwM!mW75)&nI$bXFR-y>!lZh5SHvw>;1wKU<%gg^+b
z38;qOKK(RqgWL|)rQ?J0Xr7Z%WB_H9i|Z}7-g&tH<u%MGc?AUfNE;d&=6KEX3niQI
z5h<)NHo91yrELAPMg>mk-#~f9gcFq%WIk?70|pwHWs<`mBPg6>ax^NmV34IvXDz9x
zV_K7*AJuC+EU{@2fV$~hpI)0uE9)*2g-Jhc>Ln~W+<V5ulzdS#3cc?aLi^qUiIKQr
zc6rEuYo-T(zus~SXh&~vQ<gZUuJQ^L6uL8u1ZM?`Pd_rL#n)kBWsm2_wD;${eup+2
z`C*4sNy=NSoFr0={rPx?0Rz*S@A_)L{NX@(Lh_?HcHZ#6m97XX$T{|yp37YYjw;Qm
zA1ig7yynhumO=mUi6RKAuqSaTIRb>C&Ui&Ah|VzS<2dW1AqVB)C1Nu&Nd#YJDyysN
zPZRxU@|gehu@oF`{TD<&!*|D1?@yx8=1c7RFwJN@lP&M?fFZmjudXfA93mB1%zj#P
zzvB4{d9>J`@UsV&xbEIcR)$TIWrDVp3NP}nbr^{>R33u3R9EHv1O{K*LKI#U+I6##
zs^W|!erYM_p%`=IvueY8=<XPsf#epcGZw^FRn@-3QjwT<{Hv#!UFGqy))B3IIY3Be
z-i<e2FC1UcWF{M)w-Bc?wQe;5`sB%j$Ei`x;0_&4kp|2cMA)kXZW(LgdA*+?%LtDt
z5f2V@8U5_JM_^BV1*JLun?GEZh9m`)o;)s(f~*TiW+FSRthGO#-O6bW-N#tSUl3Vx
z=@9Uul7V_lmAFmv{xD{HrP_ZkO2ClU1S7p*Ey0UHGP6i(yGK$^!m>R#PO@!7wC1z}
zM@~F479YQ%+V(o3DYLzFV}K+a5A@`Qjbb{40BWgtoHn<CYHv$ga>8*E`d%`=6P8#t
zmp!u6a0p7Q@H{Q%t8YUrMV3233Bt=Ci~!_Mx@)!3siF3Qw1PFd#(yLkacNoS^*bjI
z9>VU7C`i(g;9!q>MfzBW8H`E@6WVJlWGQHB_tq(MX(+O}{#$mncDuxf@`VVL8<uKB
zE#&rwm!I|#pUL(gC3Zrex3((0CuhH8${2@?c|~-;fnFGpH90*|Ft<7QY{dNWdyVHn
zh-kizqe6h+Tz2GG_Ip^Y8{Qtp@A08OQ-X5^Lh#@*T{ti;D<x3AH$W<pCMU)x|KKEr
z7s?l7(**vCk4PaMI(-O9$fAE2kEtH9fy<vr;nmQl9rUvZk~p~~@Q6VjOBCVI2;M?K
z&hJWPHG1%VnXLI0ElyBXSO^WcUj*};_TL45#(<iLCVWaxYzxSm26kQIgib3{wCGrI
zm8+Lps53&zknk<d2IS3B<|(Bl#{3Rsv(7(=N48)Ai;8O4F^q`Z^^DIolQc_cqVb_P
z9_$vD9A05~3|qY?Du=fL=VwIQPEJ>zTnvQf#kx(gKevoL<~3n7mV@-%Ap<#X5uo_l
z%T9*<^M$E}BnS9Za(p%AXbS3*V4rZXlI%5+f#~S_b2KOWUP6%{$y8f|6^`jvtm2^J
zM>fgf7e?qAJ9_;g-<mYfc=!sOr?D|;&Iu}{r%N`7+r4%$L)<*CMji^j9d>g$apmKD
zmQlgwz#aN1f%?x;Uf&GYU+hp3`=hVWJ3GA>a#V$v$ks}|&Xzr58q3TdP1I3EsIodP
zLwvRmm){m^JwFsOuPH1nMzT`p5H7FxpGHtZRp{Nb$b4AspAu`V_So%l<7376P{(ss
ziYpm>Qt2cHZKu&+G)+)&92t&*f?;bzF*D_d@o#BJ6O9tdLesq5B?vN9dFJ2@I>5Z1
zEd5LTzW;=!9L*rV%Mp%Bm_EzL+sdh98~d%*h-1MIhHV4<7>@Ytrbx?;u68+BubAKj
z#s2WYRdMEv4goSqdNO&Funkqz*Czq_uC3@3a6$EkQ^4*x0inw!=ynk%vk3tc4j|&K
z>L3FO9xG=QVZ_Acb=)kC+)P~dtP^o<fEWE_iLk2kcvgxLz&EFH-@^boJf7!P?pX9(
zfZ*XWVrk2{!-_z;2)wKJT>=!Na-rz&XwIvLcG0Zl#Pw|Xy)1Pyid2ZC@QXg{wX^sB
zf~TWj#S{$%Ul#e!dzXO;EAg<BKZ@9QWh{ms|1-<XPc8};$M3QdQ|FV0!n?X+2?^u8
z?^K{~Pew&ovNB?BPF5c2$S5>;tK3anU}jRaYX}K<ZrBm$8r{gt2qGGfwVHDJVr<R&
zXGPGK<~$ZRqpyRl0=H0=Za47Z-XrlcW~jb0nI1K}>s)tP!;FvZOj-f(@k`7{^6U{i
zU+>S2D<1fu186+j92&5`5>zsa>F_z$8s2*OhHBEh+%>h&QIJms4INp$4n7Rd@H7s|
zPE;HV3TgFWtd!;_#AdQMxKz??jvbQxtuvp(m^7uzr(=_j2}6D#uogPL-=oj{bb%iw
z9^)ri2YV<75%4=z74KAjNuuYEr7J0s)efieAQ~unx4%@8cd^RYzDbMDHoBg_yqarh
z91l^P%Rc}GK0n6!+qU{%s$^E{i^sNrj?1D6$j@W59%Qj?I~ND-?%F^t7yiC;EV0f1
zm^;W=)7OSICqxMm6sM*=8!{!Lf8CZ&mXg3xP@x!)G|{K>T~o2KQIpgiAMUDgjaK;x
z&0fcBJULQIlQe9M&KA^ax=iNYF#TRZ*$(yJ;dfw9#xxA0BvN2JR1=W$Uft6hM;8k_
z$7JrclnZ4{_V|E&t=&SHlFk_q9FBg1+tb9(qy}=1@B3+4Nl%imt1$w<%8-x#XLKz&
zN%K_qdm3X<avCix;J=nyjn5lMfix}-<8&`1P$K4X7>oHBnzw4SM&rW+=JTWyDjWw=
zp;VCBCRryrEyV)jU$Ns6ZD_zu`HG`R?@MZ;Kd0#$OXkjd`fp#_c+>_c;E?cn5)*NY
z^$GbfM6_@g&Gf`)_DLO9IE2xefrm?kW~cwK!s-=$vbc!+-&HQrilx#!1@3S;>iXwD
zbdD1WCC&c8@J2Z$#gwNQ!^w`TD^C~S7i2y|{<lu_nZFg5G9Nx=IjW0<u$S!!I>1ld
z>Tk*9<LB<*G#>3=n4}+J^RigB<kBUyQs$OZLyXX0o_Mjbu+V^+t*k8kuq_&DfTG#G
zT@PdmKgijZl>y__wqDz+E%FPOPF9zG>>ETyo=GIAS~fhp_dIh*vS@=A<$MXz?#&At
zpP4xVd}(*f>o5JT>)!K|hCQdZ+vjdAeak=-Dk)=yNP9)J{$DX(#-|VYrLAtYlQgU(
z^COk~l|*Algr+h)J>oi@b=xoEwrlW&EwSMP3Wu$TrERwF_QbStDYY~|+8kXr<qZig
zIqxUD6c2wz*21FfKFK1kae92ra>#?+H<+^@tGZZd869oE?fbVO&;L20Klp?x2`GX^
zvFb$sr8{`lH4S^xreq?NNgwtnCAQyFJnH#`&W+NO@IptyBv<mqt{BeszZ_@b$NA9{
z9EN%e;tJX;n3MyH5r+!)KNsGiob*49x3)0Y7~?rn4l1NwTd5bJc0IPj8Mh?i@AsKf
zMORT^@0EFHZSZ7P7JhIDZoE+E?A2d;Hr>2d8Xon^f94(1?@j&W_p26qxRaDyOXes4
z*rKWG?9r0^;J!o@5s&T)v8o_+ARgt6ibC&V0NybL_N1X`MnW(rJM^S^u5y>CU`?8$
zu#ie&$PevAIQr_nrWT^5O#+1Ye!qZ7Ve4}>#V`y~Nk6|MYAggoMINu199pT8GLI2W
zP5w=L#_k*I370N-5TM-Y4@t|!6#c)4ZrorDv}-{64P5C&4;w^ia8O@WuS+yE&KqDr
zenOZ2uZ-Qd@XPKv`w#}4-t_OLu`)2tXg?sn5LjX&Yva3{?$-jL5k!=D4@k=dfdDeJ
zG&Fx*YJC8;2M!J{l;6~Gs7#g~8LJ>?Y1<3&f{}v*=KTJl(P`$;X2E)~BwY4l2Gikq
zL2%|!965-ay(09-H{YJ$5A770toZ{cGwoe`7ToR%D7goP<7aj&B1S!&I%AG+m2fLR
zF@zKb_vIBqS(#V)`hv9W+QHLdDeC=p)Q5NPBa)BIYv;^)^#&Hs)oU!CFPnbrgjqa&
zjqEWrvS3%9Kpm!5(GgQQk8_!(OzlS{UHYs4nv=5?Lj25kcDulxc2GSq;_mmmptujU
zCi3V8qtaF|BQ3yl2u6i+&UyJ1?&lx6mpQbTITodO<l(Ey>WhGMQ{$ABV2Sm2`u(3o
zBpK^AZBPv5qbYxK96KrB24~|=$81-)u64Psoh~S=kJDE@4PwtfW$(MpZJA>><2ZX{
z@^a<{zbElC|CI23i1sg{6CAes<Wv8=*TbggNXI`*jD)b#n5()DW$Z+KKdKnvyw&JS
z2=zL1PBKk7I3;W4{NPq?#Q;6T0Ku7kAvTv33QT7YK#t_ef*1SJ_NZX}-!9UYgqWC+
zxR_Xc0ZO~7X7aXeyI8)W*B4@*)t}hfC}tx7B;)#{z?>s|{Z!zu4!DD#-cAD|)2i($
zTS!+Rtg?>INNMp+o6A$9gKWGuP~HW?qMkJV*tzy#O_Oy{pL6BOayVVzb8KeG7+s}k
z1R?d&@>51h$L-lxSR)@<6U4q)s`SN#%$Z|8&Z$iD40M6bV&H!NTc^Xo=*CWh!d@??
zf-%T#1~YTcyJW+OkJZDp6r~3g3DJ5iTe<MiX*-G8+gZ@}YJY}f7;4K~Jg|#ags051
zq?X{F98MR*P1ia5WAFz)&FcgX@Ah6F)0Nj!8wwmY5%KEW2D#iboyKHXc<dqylcHvD
zwMpuAh3$OE94w{Y&!eG}N$%fD4j_qV*GEy{e<rql>bZwt&}&IZoY8p9kX(?s|4nQd
z81X)8+)MN%pNkC72r3>-6=$A~aaDZLE_;8%;UO;_Ed*O%-k>ox$_B`h)s8wM68<7J
zXFB(XSli7wXIhWUjpL~!MlH8{JecK&pvY#&6q;_1omsg=h=(dez+a;y_58m7$+Gn9
z>tlNMFjLyVx05?qb7#q5jk&WomA%tV-;;+V4D(URPm6uiw#S<Z+X~7|XFjP9*+IEc
zjK~jdNQw4Az8w#A!I1=G+}BujQ{y^;W#I%U&QfUS9(;F@@4CrCVF=yGH;&7Mr!b9U
zi0ccXD+-I<eo4!8#*CUCPVY&JiN)p9NJEK*eQ%lq1}qQnBd$pCe4ttZI%lA~{D>6X
z<YC&qX)oa@)drk?Af7jW^6u59(xtUsdk{!eqOl34cjmsiwXX%bK%by4B}i>$6-;G(
zYBC+gvzA^j>;dwdNMv?Sn9#tFtlzn<zOD89P3Si;u8zhGtJ!CG;j2X?0p9wX++3e!
zFxVM?q0N~bhzCe0e~Mz);bFoUxeCWo__w_?ohv`g7*SI=yT^0jr5{Sew)#mHiUHp<
z;Iy}ru&6aH%1w$*fFjseYYds)cgQ;aQEsbB{_m8^rT%;uj}u=%I%KKu9(lJXT`9x2
z?k3g)W3vzET@p!y;U1mmWQ)zk7gx18XCa5<B53;OQ>!24O08Efc+e?3{bYO;jvI+F
zY@8=9<{At1oKVoT?>-%biQ*Hu`7Q-J@7-zqb5~=VT*67NLb1QGz?o7qjM4Pe#TOI_
z!&KoutsY8^zf!5RGVQx;t=><S8e}7tz=Bfj)WsLAOaC>3hYGL<WD;aF&Z88Ilxkja
zJyEV4=UvYKO{9I|NNNguN$fXC8QK21uSb^12@%C*%GzI0xpB$pdAEAL%`JDjy*a)f
zsS6tzJ)-R!XkhNsXl04VAF8IhyZCr&s%e#YRc;OS&bR}0e+-$Mv&tV*nxyVPD${N8
zhb$A#*7e_?kB@|*8`%iydJmDAPF0<;OV78qIuDetdQQ;8>UC2yE3<!;0I#tMJ*5_-
zI3KC180G7vr86+8B;@48bm{B&v><cTbCAN3aZX0d*zU$j5Rn3d<z&9Zz%1`u=N2GZ
zx61em%ILs|+jwU%&cTLV8H`%z5BYbN{+qS*tiyvvB^m*!E1brA0@@b|TkoKOZK3!A
z+xGvWvE++u2ZCepxvabMsIHjGe9$O%sd8!P;&}Y|3|QR%>0^m?$<bG=QO$WZ`u{-e
z5K+qm!#xLJ4NL%hSztg0F=iB7x3z|gtKhOpL2CjhH6)fQTe`ECdJdacS4Y6Jn9nsc
zYb(l@`U~lwHA)#Kbbs;E-7OKZd&*O`z7Zp%Rm#>9u1w}x#Zt80u9_@nu%Un*PH=bN
ze-)7CN=L@)&e$iXb9v7`n4r(hiTdS^B+eZDAWgSc5Wr^XAF;CCPcUtpPWV)?v%OzF
zi`FIuMA(X(DHQ3iAt&;=qGnU#vnUV*TX>Ds$hB^gS)O{J@9)$9%0$DTcUiOMWA+-E
zN@8`KK7cynL@#cg7CW+w*6o=Q;*7tnXu@mLZLyWnLXQ%n*h;C+@#X^>$TAwJh9ojx
zqcB>#F9~BC!i3*Cvijs)InP(Dn4~+tpY>v1Hr;lGd^P<R`kLVDTGDHd84o(Ib=JBA
z&)<HJD#!4518cTMy9@GAO3oyC^}8UtL!Pa`S(y$pzC#ABImSZg?LQ0G2~aAUVl!}m
zC2-;#F5RDKN=DQ~zbht%6G`)U1g58mI?G_LsSZmDRJUGb52p^6sR|g>Bbm<I3jB=C
zm`ldc(hj$<p{2q@2C_+D7zAei*qog4v149Mz^Q%z9zLDIdXgf3uuC2RPe|rRQ2?>e
zoj(9BWeSp@&3jB26i@&w02t#s)YpJW0iTWz^~v3rPSaXom07p5s3H{!ej0b=#R3MM
zH;T`r_wVuj2v4D_$?^<(28N>xEzrV6j=GK{tNLbCgd&^QyyEZS_k#?9%tgtNm5&lf
z+i6nxzx+7j4y_-`7DB4nY*TE2Ho^ut!50?@(h)}RFg#gF=SFs>`(tQvk`Oki$W*A%
zs;cHC>yb9SZoQBQDH7D$=E!0Tr%{Y|!F3EZ<LMGhBkbm@O##Wytczr?dxlT=xB4GH
z$M!mz8GKx8&*<_;6GeYqv3T+s`@x{ym~OM&0HJMeyVe5;s4n*?0VJ_$&IsdQUO&%&
zd!(=IxN-H;Sqm5=T6P1X1h%nEiRby#sk<j%FgJ~n<YW)d(-EzWleEF~X9V{g<bEC(
zxC+HPANT#d?6}IV1C(h!Cp47a70bPy1>u^9-FVKS3Ju}VDoW8_Vkc#fWLwdMY*Bp~
z_?qbmh!wZ`ELVZ^UtX$yurJx&IhAt8m)Qp8+Kt)TCl9>HNsp7WUqlubg-tzEY*oc_
z(!-3l5zsbv)xYiC&VL(N3&vxZHri_M+M*LKd}NKJ5#;y_pR6)@vDXNM2Z5aAxC0>(
z4yS7vt)}r1Wq*Dt*Q9y4qd%%~{@N-u#EQxJH97*bIHV#+h8_1iAtN`AMS(EPvqx>p
zG-vks_7n2Q-WF#8`$ZEG_kX3-XOD(M5*{G-=W4-jc4Y-9>y8u-PP_}~79&mZT$Cn;
z9&GW&wJG8#BU0YTJe%Kn9{J{flYos%l0ujSEz}A{P*_-aW#6(|10)<itEuAhxv>C7
zF0jC&G@iaH5F{+dgD<hLu&y4T@(r4sbt;>v6To+g5~P;24Kxnc_Y1M9CY!2ua|a{?
zMB`)oNen136Vpai#tj+RCq8K{);Qw7<rwWcvXQt#0M!QtBcp#D`Gw})v39wR4>SHe
zzl8gup-v^8O1&Mfn!Lp4&DfBjI9*i*szPne^#%Uu;`&7?ut|#8w!{F*Z6N1OCzPw|
zSJ%^y()MjJFZ^2qj#-c3MA7)Q-WvE)3OzS62)QU;jm8J5%;*cI0fYcS@x3s<+oydj
z9302ZPOPUSO2Sj>s7ya5O7^+O<D{`QJE{2`)V$EkVU4avW7Yr&Pw8$B&H+gV-h9TB
zxw!}Nurf&=^ma<|i%}ESVVlk%jrWsWx3<D)q&AZ89YqkMVmd<1cGW20gOMlCJCBD{
z=0!`bB9-a|y5(+BwuA9s1aC@y*4^>t(gkVbSK~x=#->Xx%u1glqHg?WzO4D*FT;BT
zmk+1A51uE2GkseO0cwG+vz-4<e3G7heGvAGhpT1re_+6E-`P7XJHL<8Gu|qMY(6=h
z=HB0wGDfOpzj^Zdiq%GMWD__ySP_Yh$wIKlW|Ykm6gn-`R0z-+@Nb&`O$j;yudt~P
zCuTsjQBX{skYGd2&rg^?DN2L&M(HXtMU@&N$K~82!@#)sMdK2Tuq}yMGYQYn+~lIP
zsE(s-{`qSiHxUSX1!1?YWHrmj4mtlVT7StaNC)}3by~-)$|&|DnzmqA*x%ppld)XG
zuzmZuEpMw=bsIYhi~8a1Kr@bK)NaU4`u=hE#XDrC+t`JHkMGt`d?H?$iq<#)$v~Lf
zyjyW~@T8^Pc&G49BTP#RG+uG`3sNTc7<7MdNTodD<6#pr`BHm#$dH1wx8sqKwI?Yl
zj7E-B#HCoxhgc34mR6j4q#>m2NPw*}o{A{O>edub%_ro@np8zkq=(!te^iS6yiGH;
zI9imOBy2ErkU);dPP{D4913Gx0DXFabVlF?Wm64Yn}3Vyby;5^$_ra7_X23|)d;5h
z$vtz^$x`j-6vr<WOnr&Ga07Fnz(X}`U!ObfzMbY|7>Mcu+s-In+(xCN@NWHI#F`0I
zdXheD)4n1_Bto`OnZ06%O+H@S=v0Z#ZwfDnRqKI;Vnv@cBtXmDG8{EaN`wNf(Aa_>
zuYJ&jc~sDDu4ZS5u-w;^I38!smlZNl$askQ^HEil{j)%@!$IMt``;{ebh~E1cQ&HC
zpm9`j%242QzF$}QEt<lAl<cCDaOml|OYJ)?m7dp&d$#Yn*af*Bor=Ii07K2`BR@n}
zdlHAw86-H#ziaUJixMjP@P|5lz|pUB9xY?1KA=rc66(8%qR9M`#q&wD9nUy2u~V!0
zRGPOXfB_BK^0#|V$+FlCzILyeVsGwzKHV>;eR&vgr*U0pBxSWggS>!^OVtSNTEHzv
zfyq*7P9~bdkRrkPR#{R)f)_<L?5M+ze(b^v4j8}{x+UWy0AOyfFW+?P=_#eUjoCJ@
zJsv5wY2e=D;^G3BO&|Yxr2zNdV8u_;2JOQtZB_sjgA>-#78YbM5m+<2NtUfK8bDzX
ze*Jd<rASgp64&qDPVamL%_F41^SK~F#Jes%Z&EWci7P>$Sl&v8b<=)iYU<$o-)kP7
zF~f8`qk2OsWrQJG5h-aVvMxP83JajH+S^-Q=$AdZXb+}LU)V>$NJO=HhK~>O-VwzR
zm+e$nlzk3Ag_~DHE49cwFGZbfyXC(DM;pHnc!zt!(pAcmAo`@K9sVKK4tZagYOOt^
zjCX%hNoFprZ%#$eXFC3CLIr+1P3nsyr*HPp&Sp+1CT%aXp4_hG10EN~<pVK=H^j`7
zSAX_D2JezDGJY(MruyZGxU|d5-EK~R`En0os@l6>A+Cn!P+z`vj5?h9IA1Eunl<z$
zxxbm<82jkNSJZEP^0L4B7YQ#@PSxxBfD10K^DY9$u;wt1928>fu$@M(#cYO>BkxNq
zVjPdNdO&>R7r>6-ib_DNKIGw&Zb+b-dRSD_njctcp(ZlhT30AaNJ38-Y<ZcZy5c1K
zR`n9cUM#nnX7A2`X{SvaMeG%$r1rsy|Gg9>gKVoK3%UIGfqDKkrg+XLzjj|8k&+rB
zZ#|f06E1SmL!lu#RV-nXdZ>ovjddm2lJCCdJ;F91790n}Z_;3iD`IsU{OIlVS5Xh)
zHrV^@2088NEq@dSop{Mll)3Pi|Ge7|KC8eCXk0)ZE>7bz;k;-R$lt-k^H5(oKm|2j
zcphK|Y-yPSYkIU~_*;ZHP_K&+-+k+3m9Pc8I-n)HdV~eRhz<(-Kk`LvnNlJO3Qjb`
zcpHv8(LUYMr%|vD1ecX?TcKvTtg3Tc7@ln;*n37I;X4Rv(>WrJ&9P}|%Q(~}V?_0D
znP^p@s9pnS*QZ%kdUPmwPs4YnPCRk3A7nPqn2b<mII4F^fJYAv>K&LyBV5APo+gFF
z<@<n6ig`l9UdorA^DeRr=IkB^C+6Knd-ujmv8?2o;c?OPyYuHd<f`ImXRDXKjh`K4
z<W61#?Fnh#WaIp=pXPNvVN!C+FHU9ScId|=y<d*t-BRp|UaDQu@)VV@2~%DU6l8(w
zn$X|_afCBN=IsZ^8mK>W*uSn|VV4^|u>%-aVmJF@tt;xw4oq2sET7MbI#d?=%hfq0
z7He=s@wd^dcTRATOq9Zir>_Rsc?iXs=37g{Mrsb;Mv3ds-ZbDiF`H~e6s+ugwuNuW
z<Nzc=I2?7w$8q%uI0U@*&h6U*$I&Vq!u8{S_wa3JMHzTiy%Gu?y`{>gU%yWMi7#Fk
zw6Q)Qsn2AUl5I7#FK^6r`-|_m5&0b~uHUN56Z<B=M9%HQsgN0kL*O_C>t^Njwc%eF
zDeoGSb74?ql`sU+gj8cqup>UD9IXgZP$G95j*6m*1{jcQroqDrpQg2{S#iE6vn7C~
z1dz&K@tq*DHuaMgj(jnD<qk;c0jM}Tor?0C$UZRTQFmnjh$NwMn39%uFW`8H43>yQ
z;=Au0lE5T^5hcF;1;|cFnX9a(LILw@tu})I=Gt+tD^4v{)=6yMIG+56i22W7_GkhX
zVR5k}aH+Di;KO)V7U&ObJ11LEC9G&sBs4=ptJUZ?uT|=4zjeMauXSs2BRO?_oeB?*
zxB7JEBejk#g(8|;6ksnyj@$T*qw7LfX{WyZ;DTK<JS;^~ZE(!fkYdy6vZO-cq|PPN
z)beiq-?40K9-Kr}4FCFkjoJJ_9mlD`;IB)bcsaHj(~G0aZ;sFPW)4Xd7X}ADS7OZt
zde8J;R<5}!T=sKmX6&b2Db+@=FqN&F9>Uv*QuoKWgYQ+;1`G{x5Ad*{%eX%0qKQiN
z#v1}GM8FsvOa_dNf#2=ATZVI0qSO882PZ>grdiLMshVfcBY3i^XZpFey6Vq=W*hrL
zZ5B}x-Co`iJ0ok#@>Qf4Nvw<WI#YBJ8#z>+ZzH!|%kl&wv@rR_Q=ARz4vjPy;8bY#
zJlg&4ORH5dl#-!`W7+9tDAH9F-3#r}-l41*1Q+FnW<&h2luThr(iO`@p>Y2w-iCql
z+R;8yOJ8y6Jh*TStKM{MPbxBGWLbd|HHuQtRaIptxLVD?A&Sl0+wwV5DJ|I|6+WMR
z(tVqF8|#%{aRAfRH1JkWZQ666sHyRy_bG=RNSX|SdK^}WZ;){<jR!=*2%&9x7&XK^
zI(3&<R#KrM=@<EOS^w*#NROVNbSE+Xgs?|rVIc(!akp-fBybuGxZq<4CDlJ~(2c*I
zo8ZyDu6MA~h%X0rKN^|4u_E7m&YI4VF_GyW4{QdJnvg9eUBn2{Hdd1b6ov$<p(NoH
zuO3V{m!?0TnxX(9DsI`f6<I<IdTiX6!eETU+Nl^walWc1C3AK3XB+L^9R~lLl)}nU
z94PkHlTqH5*BO%red8dobwW@S%Wg&Uo^FB|<*mGMgfC0#ft4&7VKJ{sh^uO{rkIC)
z<LE`6=9cE78Z&qir*gzUUI!Q%bg^?uxEciKZCyKm_>~z-v2LuKisbv}^8TUUXUJ=&
zQ%fk4uP|`hDwafy0P(WEaklO`b&1mH+QyX++K~%t40@f@w|5hk&@emZ_w(MRBOR4Q
zK1<=^0iJepdkXVZWY@U`#Bel;iGA_fWWQ-5e!pf%FgJx>+Hoh<DXSiRer9&Z<)cqv
zd@b$laA%%;P@6Mrh~Gy(zpkxvC8Cfb8TRud<;QpG(jRdbOLas*tLFhal+uSY6Ja50
zDks;%JW0{6O{9cm%YwWb*Wq=;;ciTBHyH{DMEIl9rJy0>yqb%N0b-PBRr>!LSz`(?
zrA$rt{&#~lk(ryFB~;wFHrKE{4#HJXFJ>4f42Od?1im?l)W5A)GyamtB1Jo!oe>fK
zkg!|dq2XX2i_ECQF&ct&0O6I@^hxzElA1Lj<*;q5L~7m>9-O_&_m36mE%fR`!y9u<
zPZM0fJ`Y)OH<VLt@!UZciIThB*!HkFS*K873|a3avMUse<M(+kaR))MThatv4r8mV
zp23Y)dH-<T#d*Ix%zdAXPI#W*Rm;}A`PjS@tw2U_Q)99{oS5Vz!GUM^*x-5w^Zc|O
zH-MX(GybE3>f-QuC7vT5kbo|LCnSu^?iJ6kdVlYyxCxjZQ{Jy=+VCX2pm<B!d0Vq8
z8Dq<YXA=`GigO@zv@e7+{S`rj79SZRWgQrq{@~LOY$PJvFU)ANuLC#U15SP4LRjq9
zywsSrJ3CII(eXQ{nYq|sTRfoN1tU#WzdXKsx(+U|?cKW><h!t@hZlRi>sdFNOCS{*
zn0dtyBDWzn%XAR$2xHtpseKH=bMgK_zhbL##>r^s(^F>WqrcTVrtu#qFZQH$Cx<@T
zTLI{=z9Rfk&R&g$Bs9~H<7?#d4(`3YnOIfM{K7{H#^a6gmf7?l>du5pZ3~f%4F?t$
zUB@m1x~=Et=#$l)d#{Gzowl(#M%T7IA4}xZ3R+C~q@hcQ+4pIpBR#bs6H1FNOM<5z
z#m%0z+#XF%?in))8Ab~pcC{cTGt_wkj@t)Cnp;%g_wzQD?9P8C^tly@g76_{iATN4
z1TwOdltua$P6p|)SS}1+5NqD8V1UKIF7Em`QmTZpE{0z{h8JV9$NgSg+T7=sH*XfX
z$yWnWpyV$IZbWRcB^i<O*n53+o9j^ivnApBRkJ#BDg9cM>`Oe=Xo2&y<4Mya6Op(5
zy8%kdb3hIwleZQ&3U0|lQR~p_E^Ul57%ooY{-PWFIE+20cxRiIQ%oE>TlE9=uZoS-
zr(bp^kO2^gC$f~cn5bptY{zA!)=&1tFToIji1knBjl33)Uk3j1&pY1lVhAw0`whHq
zio`?d*rtUQt0-xblf#`g;$t))DoFjk*1fG5Wn_!#nCJ~K<0pYDL0E7amF)o6yzxP?
z{1ki9o48hAj-`^Y(7lOzi|}%##%Yk71tYD_@wIW=4_T@;1D(dUtk0a2^`^nfd{jnM
z`q#w89@m}E(kv<BjgzDY<U=n<TlNysI;^=hLVT9<*?zCJl!y?OA1Y>h72;mQs4+lo
zNl+Q`t$IsDfF!~fM7paWw<by}E6>-_myEaipt3SLj$DH1p;HeH;fJJ@)aNVz5dYVr
zPfegF8;QrB=XEDuUy#6}aeb%tsK?<+<L1EXcE*yP{&0)dyvkZ*t3KqH3UT7MNe)=D
z=JLNoN!iDG)$37xP2krq+Jm%>aKsiSWe<yT%vXQC7ll`rf0x{Cpn(v)!L%05#09CV
zrk<kuTfdh~(pudR{uAJ$;BlqC+lB#l&7b$}#BesulmxNv=b2(ipJ^j-U%7%J4Q`^h
z@o!rsC1WLJaA=ugOrq;S{pKRb(+pp_fME?})gU}2%Jl-JKQm##Xu9M7I69~By1Fh3
zH;vWUwi-KWd}6avW81dvq_NG$wi~ChZQJ?x_dm}$xyVH>vesUEt~tke$Ih^+t1=f^
z7FeQEspe)>FD*(K92>{z96N{^8zRZ91X5p)Blj<pOJVkG9Wjci-t@Q=Dob>SLoY{z
z=F?V@jIe(4>4%NUhZlxF_2Mr+LP^cu*<=Q}u0JS>L2KU;Z3TY!-bwx%%`ay73$&YV
z9;muf6T;w@4N=ov2K6H3MvfB5Q5Rn9@J=PKzZFh)6&!BXlL#)$BPLZ@<US2+COxd~
z2%d8H2H1}iN0C7p;4>r3Mr3KqCiU)$)#|u>)x%DYJ<U)B{g7)=^Nh_Yni?5$j0>)-
zWgcm%g<d3JPg{-Hu_sDeYY6z3I5d8--p;)pgtkLC#)AuTDr6Yg7(##we3$ci)*U}5
zHUmP5T{*vSd4SL_nLQ(#g`(CF`nDHSzoec)?Uf4m5Ojx*gogSDgKKm)`34<d&*e2z
zlH#<twbe~{oV=45VUP#Hu5KwVLB)P0K5^cypdI|F5m4cTRXznC5!G!$^l{?N#_*2H
zhT2w%-ciw{kIxP>io4nyn`CvS@B?&w5i*MefO;-}qnSG?+%EB!Cf}noRvBLAYeLD%
z8v;t0=_86JZ^a2mq!RmkFFaR)mA~Hd0|u#-KjT)3I-?&yZz-iQtM>qURe?cPkm-ur
z!G||FJkiSNVYBttVhzDmVtu!e=>p5gj+YvL_iqZi_d-f(HX`J2&U0=v5_T_=lydD2
z-&EDou6;$G7DqR~TpbB0;lx$xZ^$zL+&f^8y;{UWRj)tPyzp^jz4XPWW9s(kiiUJ8
zGGKN^l`(fu-TZ9yFQN;q9Tx|SFfnF1zsYAH9TN!c*OrVhRe)|44Pcqa%b?Mk@5wG=
zZ?Rl)xepNhp7m3d4TmX)c7Ur6xj)R`j5V>{b|vXcYe4)x7uYn$KnH7YNV?AGL|nG$
z?FK<<`Rokou^<~eWUXdHY82{+;FJxhlOIfSZd>^WzJ)4tX|3C8?a{?4tat%5puXVB
zM-7~tQ^EfxzGeye8fX}^_Ja^f&GK_c7MU!%ApQx(R(4d7c$%zL_2*Btn4r=kR6eLX
z>}h?$$cs2$8pr&2KUP7cQ;%+x1xQJG`MlPmy=myjFEu5Y-X4$G7AYF?(KV(&0f#)9
zK9GGB5=#XS!>e_znzB{#y|>dAD<}Xt8Mb-8S*Y@Ak<EpvpRp^#mfLMyF)_h!@0$7S
z4j*`sDm@y5ZW?8Q-9C_%OF<>wuljo#S=7J%Gkv`1P!q@3fuj5K{c^d@9zMtCioMA4
z*8N};Ns;SDjaIGfyYIEQibhdmUw`_d^dDnfdlh#{8VNyk{n5W)mebPZ9MJSecX`A9
zGFklz<IGK9<xi9SqzU}fS5`0cc0g(gU2DC0g^jdvqHk*s&e-`z2_#wYs=eJ&>8Qu`
zWTNq2PMo)kWcnH-zS0`8;UZJ`*JAClx&w%DDEyUQmrN>&i)_i(m-BVTip;N^JUo{r
z9CY&2=0JnG2UyG95&t8Hf9(T&o_#(PJqWTTA?1{VF=i~NR;A&s6`p?l6yT!Y(BRsb
zu-i?oL&)G5fb4K1zK?f4+b&?xX(mIt#p~1>&QV@cUUyR3`npr4<iG}_TmZP?4Z0U+
z9vW9q?}vUFec0KL$FIgqnTi(7v^4$pOWj{k=39x+<s3UtQkL5;Nv>Gh|FyaAtQf~+
zA#*fc5Pk%#Z73n1n3FX*7cnzIPQfQ+s(`pkv_TVIoN>|S`>NN6n3V{Xt0y0T619}x
zJXv*mAa{D8A&*H5C@%+^bHM8E05WjpHh6TPNkKoV@4q*O;PvV2N{YU(hpQE2?}W0_
zPz`UW_sUONMM(LJBfC;j692JX-|C|>N)+A&`2m<{1W1;s0+V~mOwYF9JW-y9%5J}T
z-cZN)d*3fx`_0-v+&o!)+doMn#Mb|^|I`_Nruqm?J5;GZh(`5k)cc{k)|PgEc_xyg
ze+?%9G*Jv*FH(c`Wu|8|Py39}TRs-l6mm_p;2X6x|4@bfcvaAZu07v)<9d7_oVfhZ
zp6cGb{py_QK4kB8_s}SV`@;Rjk^_p%Q3p}38IE=d4WyJn-oZoWXhY;VeTrunOr!fx
zVl=k#?3ea1xNB^G_vHA8Y&CYRIXOZgw3E8&i@yd;Xe(WfTA&duGYLa5_VLlpEG+xt
zqel!sH|5^eE&GFn%@-Y8^!n$mvD98Osw3WpSGm~u^1tN;CMX0|saiiy4<UpE3uf+k
z^NQDDo`_oS{m5$9R#pp#SMm8Zt0%K7d;d%8{qGAPqyU{GaE%5Uc>j&5t}g*A$-~dZ
z|1deK(yR_zvKpER@eyixbVW7HFk<8yk!mxp>b@RP&~K}LK?k`=qA&tLUc{3}?VoSK
zW^58%M`Af^oz9Xe8pF-Wq20Wg5MbU8JTH4r2}4tYsu%%?jZbvaX_?6*lUcm5EkFL4
zGkzepgH0Dw7~l#({5v8==!d_mUJ3E`OCFD}g;Xy1o$6$dg2sqHP(7&X<@}22at7--
zGk=djJALz*Q7=iy^?O(RGxRZ=mE};06F%GdYMn*kvNNu?fbmDq5>4~%L^=G^)aj+e
z#(wm7Z!1pCP7siqjdAQm)6npjU^!B({aYDIu^iifgQPo^@DNHI3^yMkT;C3=;vY(N
z@Afty0?<u;EW+EVUJJLeh4u&LIrUzz6J8(vQVh@C>?01}>-hzK_Ul&5?{Q+SJZ*~$
z9R5-iH>{0p=*@zUMpZ3c-_EsCCDRh9>G_w^8%`cj`A2_Oj53=kP!<+$C?0$UYv098
z{sBwY0tO@5Nk~2m_jTQw+dQaA4OnfC-k98(okz}inW=Y3?+<E|+up-sPVz0(lQ`8h
zWUxL6Sd_CHS9O@}#I++$c0dkMU|>uTotp7|%zks)k_|V1=EK@#m7?QEHreSjHWI$$
z-T~0Dm9;q+2opowtZ{A_IoDeNqQ}Su1ajWq-T<`s7z^M61i~DZfBlLE=ylbe7iYx1
z>F?}w3v){ADzZ#V^X31-G@}6daJe|zyh|LAjwSRJ2%g%$b-qkr!+P?r9Y9{68kwm6
zmzxN}{rXNe0S=7chobPKaJZvrWQr)TDQ!0pRlM&|%jLjz1OP@3fHvILX@LTPDUv0y
z^284raGD45s`5f8>J8AiM{!ZaQpDPtPT&=tRfJs)&f3c$sVX&jL;ln@=>KVxXQs)`
z`w)cfs)QlW7x!0QfUjo&r@7we(Re)b<;U0}1U3^zc=|oFKp}Ns^$t@xs^fi2Mh7)q
zr8b^miV(Ug2&KAZU<fZK#&DzKIqBRBzoIsCFRzwaF3Wglo@#bfBGK(&9+d;rSIFl>
zGN|7&l}l}E(?(+Fr{g#QgvX1d2`U<ei%&aIr>ZniLUZ`2$n9QmREf!&21GJ&66~gu
z0@c+HE_XujfmcGvP>qfXq{TdOT0malTElXgTZ+{gdod*psb)o%!XMX0f*Q_%ncSUQ
z4rDk_n9v_Vs~_Kj0nV+>TNhM*kow<}Uz77@Y=y;z@j%?YiyWqghDN6S5RN$e0j4~i
zbis_%+!O)b9u)Ip;i9KoxrjLUFnX&fDT;8OLic*Yd9l-v(W*{D`i<c2Yf>4>1R(I^
zzu}Tb3ZRwJ_PQQik5N{|s99W{K(+d8FD_15Nyj}owY2Br{l#TUo+adbZ==TGi<&hV
zu@UE|V=GcppZ`y5`q=8|exd18tG!e*NVry1#j@TtEmD?hJ9=cqJ_=EIe7?1QK6J=P
z2r=|O_61-iL|M@aHnn8_NY+x!)JZCpxi2=+=`@2CYmX5cE@8Fv;CWX5$3!*gb69>a
zo9UdMCjJ>ebh5+h{;-U-^rtJ__s49XZnd=0VeE6qOH87`CUBJdTI^;1n|NzE@{!|u
zz8p_=CaB=}A-R8oP19IoEKARF?$MyATe-%F3t2#jn}KoTz&6Ki!esm5_1Beel9kc6
zxJb2E57})eTjjs4AnVG0)pttBhWkge`v8D{8yuVNa_dViX4P%h{PA-Bk|?Bq-yNy(
ze!0V7l)}{`(}Urki9c)GR!BwyoePzQt{93E|Hb?CX&Q@bo*Gv8@I6mb7L;skl+#=g
zZ^5ggL3#2>d~(;aK0mimNrrwxUZXHA3P^2j_=5ZT{42F?jfPtTi1Xvwuw})@P0)_b
zxe@TW;sEm)gwT;f*KhK0aYFYXz_!bfvpzR>7x||S_`O{op=5U7lzrizNv-;aY3n=w
zIaXn}fC@P(AXI5-)`5<RI2rZ*hl>sYRxuv|<QW=~Edky^Lqjs)%m<9CI5mr7Q8<Z!
zcR06k-hWI(ni^d=rCrM@p-`lvK6i07ZhxuK(MBtD$RP3^;JRzoT?f5>Ufn@dQO8-#
zDec0eSe1ea>c$0^{u?q7Er8Si&_?%-+sc+&t7zWUt<Umf9gnensDB@`Kqj`f`^s&I
zTDHD#(2Izpeoh8FUr#5EY6m*S#{ZgNe0_6+UvsSXV}DX9)ludsveG@>@DkBT3gKp4
zYzIhR?!@|b#1Ch?!BLbGM_3!+^9d^E{!+6)3R6zy^yQE2@{U{Fh%u&<OVis*9-eKv
zzC_f1T@)inY0zwWGr;2n0*Y(e;1fT%RPOPBcgXFmmfXfuPxRF0G6=mV!6X;heeQ|M
zqdA!o6!SfOug!lPliT5I!JgvHRr>)>j1;==nh#ksZZ9o7px_PX=>$Ct4+P<*ctgSf
z5Is^tEX5qW{V$9n$adUxUr?gO0_94CD&`Gp&B8%_00#@eJcf(qgYsFRI=|&?hOV9i
zOa#TBKNs`T^AeqoM8R=YLs?h)0MTm8b_ibEczqU=53HJ+j0#T|2p?(e+!xUCH)Pbk
zTc2P7J?@JH6?8};WMrgxM3)xBkp6AM6eedL0&Z?@z`pPFG;Q0upJFpi6Y*dA^M9}k
zz}}sdoUEv$Gr3Tu1q-1G8!8Nw58A!4<$-Gi3(58Y998z{0`F|N6^POEF$)GFK=2K6
zZt?r4iDga#)@(G-S4Buyb;>#I&?LR{CNuCbN|Em$96m7GzF>8$;(9;1f%Z2FZFRnV
zP2^BQ>frO~>8bnPc3vSxO<xvy{YSgkSFqs7n(FP-K_Nn~@?`NG*Q?jfrDZMLz1MwU
zbu&uKTNAZDycjt*?8pFo2b)77Z@oDib7b`|F2jqp*8kk}p@bb7zuF^b%(j~F65TG*
zI15ZvNnqmiFrNEAms>ynLd+_$0Wb9Lx-IBg-uz@GKj!nyie~&sgvNTzkN4!m<2B^V
z$&N+PmhS8!rMPD4i<@*|<0!DHx2N}tY2g5k_uR3liwDmKh@kdUTx)%#%7)e?YoMpY
ztDMNQZtS_50Pjm1aya?mPH#kheyPK1uu_;<Kd4~4X_w;UB>m6w88Nwjow^;*-?(*!
z5s8MQnLP2x>RnsKcr#8h-&vnk!>rU9vmX{}YSicv70DEm0L)F`6nDq4^*w(rfwAN2
ztMBueF5oO8fB>}ak}@(zLs2;2wVEn-mjD<Kv*&{q;CyIzPUFW0?pm0UMVlaCHoG=T
zpWWUJJ`AxVmD;0t?1u*z?9m7XM0x??h|-tEfNU*=sOu9faUlvnI=_4!>j97_;a63G
zylwLNIoaljVMu8$Ld!*ePcdW9q*elg9kvt*HcZQ(UmKSGXx7^Y86X*z7QtG}ZCX%J
zWZ;a=#j6(&1%c<&GpuDi?!4%sln=)as*UW*clV^wW9;o)aP1ng{`{njZ_eR#SoM|#
zCP|^DALpPiav4SYs}v}-<(X^t!vt%9%=T^jMc@h`!!=UyIQ!VJtz<3z7Yhue)=Nr$
zts%Pbt-}!Y2V1Tsk9R-R(&$<kOX5~lnIC~6#YSxGcz+-o9hEcaD@D$S$?@6Uz4;kS
zRduwrY*7}>p`b$QJaKf}R{oWH9tO4?R5<FtCa3ugNwEZa`IzFwj;y%_mXo(<6B;1P
z+c$7Y;Bt2T28V#?L;=JII~IdhlLNqHs)D^>KFz?_Qr67bq(PIFCksb$E+Mm!ikmyw
z9<3Tm?=^)}F@s<aE)<h+G4C{f?VC(!Y)LXjguz<41agpwR3rfdx#Y{IP3te8=lzcB
zA-r`R0f5G#4g@Rb3>~qejc4=W0cS1{ungpk(0&0(t;7JGr_plJC7k3x&MO!=6h3CH
zP~}5~fb7kRJsW+qTP*A~RdazNmwQXlu^ktaS(HrVq>!qrQGQZwq-I(Ab^!wk>UI2Y
z&WPdzHI{lR6xdhTP(Dx}KPifUVv#3JASwd#Hz=59jwTv?7-s1!zfg~n;}T^oZ23{g
zDbmodVQSzLHNL?{&H1%j@n@KY154ea6=jQU-vMiiB$fP7YFfbSHPXn)NDmuJRD*P3
z9nW8B+g7&=b}U@jVp+DE{}eSBNWh6o=%Y?}{Ab9E|0i_s`qMC;`-!gneaoLlv{k?v
zzrM}m*kZ89X_J(FE4O%iy$JT<CXVLY(plEe!+Hc6lVh>BhbD7WD5mDi83;rPwyd$_
z_$Z6*>imq|18`R)@({MtFt(20&HL^rXvr(m6zT)b4Cx#aBX5)sS(pTJPKF6jed0kR
z54@$cceA0u6CIC0NuCH9y&Pavhb%imNkJDn-U>j4)8eB{$P;m*XQIrQhB&zD#xKM_
zgw-a|S?Ve8xE}nko(lkjnP!zBd4B#3E-Z}qDGNziI^k&5y7H|waee{wL449z!SUOJ
zN1|4#*-UOnHvq)e*5SfsshE?d2Vi3Xzfqmla@{uvKvad({W4#pUS|Xg&_(qZDm4gd
zrn33krxMME<BP9}=;`P-$me`m38PzwJjeSfWB~B8T9`2eT!0@GeQEA|x};oqkz+}*
z$?o+EHqTjy&0$5kFdHf{>NQ%-Q&`YDh?IFJ666J}be}#^uOEDOcf1RcvVj3<6+Jy@
zt#(ifHq`F(4}a5_Pp^1X2v7x$n1>_>o1_|fdt)LDS`~!LPX$2QoV%yLpc}$;$|$0M
zk(|Ch;q}?`?ZlNwqm`jY{uG=Vj(k~^MM>2qxzvn}*}<Xp8*vMs?Os_)_6bWgIDHe4
zksWiJKa)D<0I1DZT|>jf46BFC6A>~U0>YPBWn>6V1xq5|7c!(Q?VlZp>jK+CmSQ{?
zUD@X@Tok)2Fyymx{HTP<iT_Q+VM27!H4lDNIoV+2)6<j3;9>ECDumeZ;;l>yAy^Y8
zqRfC`G+FCU4iXJnw(c9q;ytgr1D&-3It{})gJum$eAc4HSMfM<P;`u0q3wOTgO-e9
z0szp#k(@;<vQ-Psjp#HHB}AM>7QHTwa%Yoxk{F6we4IPIf49*@48?KG;Pd2={>`wz
zpk)hbfVlz$7ybnJEXT7&<LT^?g2X*5jh3x9f9a4sSt9cBnd9F8!Pjq)O(?GkF|uIc
zX&=DYlFYJzP7otTJ%2vHf?z)Im`!6Q5N0|q!9a>*GUuWBCr8RCfD^hXzEQMD3hf1Y
z=il=~TD~MZvLe|rBRz2}2qDX*rM4l`Z$>IVF+BfyWD`98Hea*UWP&xN`w70l27Jg;
z(D}&ZCiMSy2&JOl&s~_AoNF03@Q}5v_92`T5=0mC_IBRQN()x1f9^ywUJy4u+&18b
zHDn3+G-MwqA|TMs#-~@-xrxRxcHLgBS<0>H1WRyn?AK3i^j&TDyC3B_fTI0MF_s^d
z!B1lO&?O>;qe?3&$ulTSW;A61yz<4Hs|iC{8u+O1E(6GWGl{kkL|6X(5tl5QnpTPE
zf&y^dD!zy*NNH{MxrC2@dvwvwh3nL$9ws%v<2a}_L5#=;jGA!oz50o(00sjfa!??{
z{BgfE0pJyq<fz*~y6G1^fJO$$7e8%Nv^uV(BU%aQ>2B?Yl8kY-P3Z?z=NN1RndOiQ
zzl$R`@IXig%GHP@_h$ZdIzj`ZKoxs<4TD;doR*$GC!JG}Ei8)vvlzW>)q8BWU3#-q
zdIK;+0<gyf-`rW%CF%0(Ey9~zhH_RUF9ZYHKVDA1wCp8FKLNSd%T<r6ytQStR_hq`
zYb(-F9sxtdsL8_QMHC8bbl}SQgo(dGYu|0#V`6P}BH!1R0r?d{?^5%EY`LCr#mrsW
z(iezmDE7J6{NhqtZ?l7F;)qg<O^Mtrx)sP=!$*zH3woiV#iiL=3Ea;K=GZxhNa%21
zz<0X-x9`8aum9L<{8_&0dmNSv-vL9+>0-_BwjGn(m7bEaavHZI<xg#UNWca6Uu9so
zB?z!8?6^e0v#zTo3VlWU&p9o8r!HaRCHBG&=FnEg;8%uYpjA{wRaNt6%(M^7sinlL
zbajCwq?x~2{%)P+WEOL||At`X5+Fc|M^C=K`b;OxC-+AbVA0gXaJiRx%%-t%cY4#{
zomjJnd*t~jkVEgCFsiDG!X$fo<Ft44D#)cP;!86D_*eO2eWm{D#aYAy0Hl~vgA4!Q
z<Mr|oc#N>V$p5&80Md0jhf=FBvAG9&wuI?hmo*a-$$`dL0vbgEny8gpy#BB%%V7*N
zKBpu4@r4RQwzqJsp@tPN^KvCN5*fTkpdS?2yMBWg;N6ypXj<GPe!zppCg0AzGi1Y=
zIWFYiB#Ov4m<GyiQn603z!|?35vl-e6|#Kl2RGYhf!k}Z6u*{O_sSo)0^&cuHv{>@
zw{N#ouI}e{M#zx&Oy&Xrivfsy!VK;A2O1whJ~()8X=xZBosai@+a>zXjQd;H=h-d<
zatna>>;%9w9R2zF8Tz^H`$Y5+s*9QJbt4I&H5+2CRDJCL{>QEp&oeLteBm3?FTtG5
z=F0$93(zk-jp=^OUcbOnW%dA()?;nXr!4@7^_3k*F$%*R;AkGd^K=8#F@OPDET6Mc
zbL$!K@7Sn61ToX=X4D>!6&<b?hy*?uPec33x%1y27*At;{YABe1~7z%N)-zv<mCA8
zdVBuMZ=<sHo?JS*1}F;^8TMLzQ8`b%UncqKeglD&NlAAM6?0gXFXmw3$}v<xu+Joo
zL=iW(iE&oN?t6}wmQ)W><S?Z7h>w87>ZW2h*7Bw3w-?2}ESo_<x0VAKrk6}A$fT7a
zRl_w*QI8P6VkRz8GF0sd5DN&A2{l-QuM!%1?u1hTv=iRava-C6j?Djp^CGp%_{t#k
zrUenHWSF-fXy@2R<~Ts+7BM^b&g-$jKhTO&K5a+@Nnoi+7hgDIKn)}+(_nzD;m5#E
zlY(u)Orj|xp+=TJA7#ejWKVDiPsuQATuZF7a=2NrJ<}ZDhv_ic2E<mPIpNyiXZ3gD
z(SGBRJHADV%VJLJ=*Xs@0Xk7vua+TKLs~^o?<~fzT?Njc-zXhtNv75(En;{*X>Gfn
zO`0Du8Fj{ifWJSh=b`u|HBSK15}V6z3x(bAgByUQfq=IwfTOm@a|A$m)DeAQD15G#
zT<9CX*u5oG{3XyQeig`7kO%T(fK>wC_L<y?|7Bs=ajn(3;W<H(zG`XB>Odh+tt34(
zAzkCwdox@9qz}UaQdNN4`eY*?eOrxTM7{*^78UBblX=h_j8CsP7wT>Qn8SGR%ExDy
za7uq|<>;SSi2-pY^!y?>DxaKKF=N_zg)lxMpP;kbp&he4!QT%4lZ+HD76vrXE%HI?
zXENcmrEuh$csRTs2vdAUB#h$XCT$^6Y_O3UMz0r4(m!7`I{K#SRQcb)FeD*F&p+Y;
zDCM~Xq4{Nl&wr6u!vwB&6YPslWr6Sw6tEU-f4r&A)=ovk%Z*IKet4PE9%ktaspfT6
zft_4_&PrH#;6_YL<t8d$b3od2LR@h`!}9cJIl@9*&2tRxgar7J((#2BBWMnQ@Fc15
zLr)920V0C+_n84qX)g1rs3fZcn`_>jvB+LM%DKqu^vZH-+Rm=cZ{1VUT;Cs$Kg<?q
z5Q5SBP=L<01QRl8U*0bZFcQCfYQBxt^78z7i`@<VJ+r8?8M7UoSSlER#gBvJ0O$wj
z7F}f{X3f~VZN%0Y9pE9p{`W}V-N^~90S>R7Yd0P#sFy%D2-4WbEel)2zIdwXJ2sn+
zLys2oPL7P|qbW>GM9usexkO6zgqdRqVG?;Qk591U4}Dwl6<@A1GW-XZxgKXa7%UK}
zYSB~qSm~Gyv4HIt|M&g%1M*{01Xvza76kGGEy=$ehLX&Ba?E<bPstfWIS%5+LAQ-g
z56E4muWPTS0s<G~hLdICXLLxlMnyRkbl~50wug_Ec+%zRXtB{6A@FN2*L5PHm>%zd
zi}7OG#U`PlWBWRRBqeZ6MZcZu%9Au3TS^&>dq@))kXgq?*X7`rl_A}p3a~MKhCq>n
z6-O=JPG^M!_ca_I2bdLmxyjV!MnTPZ)wfCHu428)>MEMBX6~>W?uX_Q=CBeHzZ&)+
ze4BRL0F<OQOsj0BiFx*xZk=V4?Rhc;%?3#qpfuY)@%STV_IACh{+>RHT4BtZK9f3*
zjW7z44;?!QAXV_c<;~p5nwQ*ihD|6c=7)Jlqrr8aP7}hX4R_Bm?>1J`1DSbvzY%a)
zg7`ci?vCI3DVu?IG$B@dM@I)4C1$jkBS>hxfJD@>p)P*w2-&`4c+R3R^gd(h+$F#v
z4!1EAhJ-Z8yeQmmsXwG~3OW1<Tg8q!ULs7DPUq6aM}|PhY%JyUy<LI_OgaCXXA_QP
zdi+2hDrBGo*J&55x)Ne)BBHv|JvQ36^}YK;34+WXPNJr((Vs<2b*jaggeJEOQbA2C
z#u_oBS`#0;FjmK63tf$|5$w?ooOFrCf_|-zZK$hL_IjAcyuGjisAG;oxkUrA|8zLr
zm6cMxcO_^S*%jOB{NJ@S)f-6$DsS-=@@ap6aQt@N{7A1<b}GbN;bDOmmF!8d0zSE(
z|MKKY%cYixtjW5OyAFuSWJIP%Sjgn3djDb9LwVDa2xsT4!}r2C7_vGT!ds}2pjVR3
zsVwdulFOzE7n~bJ<UE^JwzPNlteT0jXvWEykY^F9Kyu@f;@{-Xq$3Y*U`Yk)L`-x?
zX9ANyTvd4Qr%_|(2*7Z8-C01gVfWpL^%1gDquyJT9F^OEIeJmoHw*Z_hYfKRH&Dc?
zB%VpI&v^7PhOd459rhB?Z@tE4zXL*6aj8e?l#3-dS5UzrLC~?KFE5{6Sy@Yyr9<BR
z!(qTgZpK7~_s1CfPcbfY$&ulLDzrY%AM(=~-1dz&4qrH$s?jK1-zSZ>FI_3f$)_2m
z>WiT31WiB)LHDUX6^L{}#_UdvD}sT>K&$t6KahFF>FhZ#1mIN^mkmS{!<r$G2Fj1<
zJ?8Tu>rIw9@=!EB+;0pH|FY-*^5v~T5+tOuw(oE~<-5@<@QFkAAB-tNkV))}Q``KY
zDi&O&%JSgeeN2L;?j~c=gjDKl@~L4~|GK9NpikcX^hCU&V=1pRkegvW|Ab;T6T=K|
zJrH4-1-MY0mNOZR<cGsfNVn;AVP;=5**$^KwEeJv8Va!hXififwY+wcux1*+ZuTgk
zDjIenr=$RifUp-nP^Zl|%9X~NJ1roD1>W!ObBXu#sC4rD-FLEOXq^D&!Ui&8(NC%1
z!ozmo!jo>!wzJdOwIo={%-%H=*)_|EB{Ays`JI_OPE11h<@KT3Ij6BrnDwy3k;Ng~
z_4579R64n8K?^SUB8lQRX0W!jrY5SIC8>!rjzchJ^VlqX5xE~0QeNJ9Xl_#}<SUQ&
zlV>Zz{e3!M1<B0JpLE`G(%nW9wE_51&8yL?=NI!~x0``$KCvcp;h<Ssp$lookxj>d
zKR`m$-e_Xwul5wcHKd@eEn{tMU170se!YYB9%kC2-Ll5e6HJ^;I)4&>91ss3yafkG
z#ls%B)GBShR1YR9#+H3!5i)^bcmOWq;hZJs&MFm4*vlxCl==Sdz|l@4U{+{l>qj0%
z0mj&oQp<#zCipUEHo{bIH82<z2|HwbYiA^i(=PD6NAnUC=f|Pl`$i@9=YC$>!KVsp
zE4|{-{^N`e97RirKg=IhSDa6Wg$6si1h^^Lc4q{(>zIz&aMpC$?hes8A)J*Q9RI{C
zqyKZYvzIe1M%((3Xl^7IO|kGJjM5R2^^+wmpTIfkf<w>Ju6BEqyVCasLW0=GjG7Fy
zDE<d!LhjMUdc#~c^7ryKm+s$xDIf;TU?Pq+8}8o0J!vZ9P<-AY-DJVY_FJC7)F~Vq
zcA>V}Id)mucP;Bk+kEOtEMep2*%w~lZGI3k>eN7nz9%V+Fp@_2koFBL>2AgbzOK?%
zx=Q$pkx<7!V@P<j>~%9Mq!bM7yShl&&@;SxpZ{CILYc6=_AI2BnjgB-hLU@v_)yqe
z=zCDBXcT`(py&G8KNT~5L+SY=o8KA6mL$4sZTrq-B!AiJ;OTmI@8Cd5K|xSM0|zM4
zu@RtvVA3>ZLrNe8q~l81Ggc^E7=wu+CQ7^niNAkFck`eGRAzDdL|94rgC%o1&#)F9
zfB5i$I2xv?tjRM)nxL1ye&@H_w3~1(P4qe8BUgtCp-rKaE#F`}!rXqk&<{hsk}uc&
z!fAHa0tsT`xj)#~m-nkETMWLxZdB@xiHF+rb`T4LLb5A1GGr#xrMlWJ8GX7XH0zRr
z;SX6&-jq@VT03NEmC(&Oan5BpQQND+sR(`JeEFZa?0ElCdX0=-vfuV%sj=bWQM@WW
zf0)wAcg;yiwni=<egw#n?RLguDPeg>q5Ljp*_l=GA{0;+$9ukM%6ej#dc)*Z4V6(L
z;Dg{7PznyJ#Ie5<V2s(DK`|5NZSjx%itDN#T4U%sqjD~Yn-)dNj4NtDOoK}iS%AYh
z<Jz3XdF0xvHIW7may!|iH<=hJ_Oq{Vd_N>(`;L&f9Hl}lLYYXKI0^#?CtNWP+{F~i
zR3s>rtT;UNN^8pQ?pz0;mzS5%7o2#qsFVM08ly_+#<srj!Q5((p8LjYK~GzN)1XHV
z&H^2;Q6v8VCn8*!vHhFPL6Wz}h&lkR;M1K00A*tcc*S&d2!WgiAP`YmSve4hSG2O}
zvvJ+JZsD~HK#m)0q)zroDreFrM69hXGrI3aRyJggo)9hk<w~SfMJUPG{bj<2(ZhX9
zTU3H8<uCqR;6F3!$<uctMn747&@S9?G271VQyKq)#PJ4{lnY)d{{nW{NTIN0`FC=m
z{;)CSBTn}0>468`p_hD<2QQ~DQ(H#)^zZhokBR);5s^6rk@d?H5zr5cO`J^DZ_%ct
zTpG;&%)7sD<{V>{b$&$=qlCd=FsH99aWwVqLKczg<rPJ#Dg0a=kCByUvVRevVdzRh
z(s>J5<To?v=YZaRk9^(}P~1D0*>0a#BlOKfDRM#Hp!5%|cF%g2N2G96!dGgADANvD
z+$VeRFQQH`u*0Vt@F_%o-S+aD;E=1X+Syx?LKeaxrSg=+KSnc<#KrMfq7pxcg#u;X
zY&2Sg<%iXdN4O|xscOX$m&|T{ureyr#(_dfVgZ{e<BQi*`nd}K6>VFgk6B{91a^9`
zY+T;x$k0ElA!F<O1wFwxYqVNoVhM5y2(U)YXsIGnYU(i4Z1<3w?vHdpoy=mh#sv^V
z7fl0$rUouC5I+bVNj|Y!-@hS4Y-gU>(A!GrCak9Yvw7wDdvY8n1WagoKzHMkD*zN8
zh&u8&|5uEHhc|XR)!kz|h>aSKA1oXxj1wf4>?cQ*nz_y*q~(56qFv2RaRNh3tuE~b
zBEN>+MUGRj<%*HPnybRG%<A2{$&Z6O+EYqGnPDSb5}ST5V79J<2=V;u(PjAX3PMP+
z(57JNdNPCFhsL{VeYb{kp}l7b(aw}un1etK327`Rn+l?iNV>GuTMUInx2+M0gL{JW
z-Rcefl$<4C05yi9RnV#54(N9<2<Ydb#@I?8lyO3{+UzK0`)o^Q3Q^)u5K_jf{c(<k
zuY$5Fk(u3(XrdvnVI&r`pYx2bDD-O0PkCn5rKCS6Y$9yWguZ-DcV}&QyT692?p*Cb
zV`OtMGlYx8I&$BSq^Q)mW&IWzd3mu69X9^_s!%SU8XtPBXk0=nL4HK}O_bB#OwdhH
zCv?{g>_Oz2>-Mi*Iv@U9aX_GM3K(*B@nJ#*7IKDl&n}#{vb?^f-F8z8Y_#nuA}$5>
z5@nlbhYmbM8G4yc;O2o~Mv~CcbS<bvRL}lZqT^|0VfX8Mv|LA%p!Jlc<&b4#=F4)_
z@NCe;EJ#_Fz}VQ>YPG3q;&wcZHx_^oFxzhYKt)3fkBA`U=g$Uc1pxCGh*0<v2!(i}
zh_v?KE<hQbuxR{<UE}F%jiR<CVFT8^BK?=?k!)KHmF0?6lUf~5VvFWSMP+GWQ&WnV
z@~$n2`m046?hND39j`rC5=fjXF`k`hA7`LQ;V6F8quH=wwZn|vKQ>$m10u|=YGNdC
zb&<9WzFBwR=nlC?RWB?IOcA6&bM5(#EnNjNajMkgMa!q2Rj|r)lIJV(JfT_Dnu<G<
z`j4R{^??1=nSsV=BCL3`0YYh5G!OCejs42=eb1)UWbyTRZl8lh0y3^A$`hK&!W=4Q
z2r2<@_~s3sF|IqW?Y`qJtL*KxNJu8LF3D8KBjKslVS!&q`j1Y}1zZE9_7C}~p91O<
zS@_cPAOB<z-dQpBFk8~t)CQ~H<tW$x<wSo@ZXdkD0ndDm@XD{ZmS-hQ+1GSF%Y>G*
z6x<u>A7)B$&rj!~M|b+_vk|Q~oug-NyuWAp?kl}dsPpAPD~vcZ`$7si9~l5pISoIM
zg*zlJIPscyo$b8?{NEy8+;QNwW;zq5)^uwAa-9Wdj#pbkOJ1IlOcaT+40$cM2=5y5
z8>aKKe|Ief0c@_Ya1cn+7@92F<7>|H*ZeRUqOX2B3<WC-DNMlMFIOT{EmI5;cW%wz
zJRLNx->PNbt%vd%Lb?#I9}Dc?&MhxbOGvQzkxlUC(oYS8y5|7I@1$>S5tEXVhDAqH
zFf+#k2^}x@r^5gvNm5SEhN8LazcV5mzBN35iRbt2C$2A-1MhDk*8t)-hWvz$xD4tD
z?C2pEqxqZ5peG=s4)MRqB8TUy`LI$rLZeEcunOrdtwJtos#(5-P&gbUZBl7m0ca;t
zfj%Xn-{-DZBrGh9lG)rK=lz@`1FJ|WLWVMT0b*8$LHV6K9#1fNLbO9oQqJf*%-5Z=
z9pzuut;!Cpsw>p1c*OMyzo77CZII<?G~Y?ZV+kqPzDN0U(o<YUCP!%|^|<>I&h0z5
zoa@BADGX)D!kJY&6H7plJNO67f1~m=QL3o)QT~X{ByynNo-`_q(8T0tPDu7$9j^0y
zwVzk@hdLK(4!YXi{Hk0e;Leu<pQ4IZh_%$V>OTyx)7(8T1S0jnEwP}cwXeSuW?y~e
zTE6um0XG>=Z0}0PsHjlqI>eCZ&bZ{z{aeJ^b+FY&PUu$Yk721g;uPtA`%IPgoTIWw
zOEX$Psp!}@5aW6~vZ)@Zt}b`%JT@bPD?ES!h@TsMWhrPO`4b^E6kyVt`GQK8g9_Mk
z6b;300aB1Z%)EGdDZiD$sjnRA2(hyadf9Hi1R<KFQ}@=w;-L&s_QYExjpWPuilLHQ
z;EHl`OinmX|62dz$MPK+;{-$L`^ARuCIt&l!qzlL&SB~t48kDfNHWh*R5vtCl);VL
zS<5fXH5>S9WdW^^O(UE9>grUH(3qXaPqo_bfV)E*7#5Eu|J0FmbK_D}R3s-Sk4s1p
zHZh?D3JN1r(?@DJN1&)ckKnh3<ic`r1md|mH$Fve2!Pi~jxw*GHiIoY<po_Peeluk
z^MCDcV6S~s#ZXmQoSW9Gv=y(DN`p(z6+8IJWPD;YB#S4V$=8`&sR=lxf0KpLv;LU$
z@s|1u#|6|lYOB07UZ!?j-Yx6=!T}g9>v=G!IMpGVPBa>a4K~U1vKDc0WlF)M-@nQ`
zgGZz)l*goDHxOTOsv~^+`@o*5#I~T%48ehIT8s<3kVnJ|b03E=2d+#L$CJin$+Hg`
zyjMA9{E`FZQc78mn|1b?pZcDIwcP{_BBkCR31}Rk92?C}4kCtWsU%!@f5jH}r7m!a
z$l$$biN;AAUCP2_XuA`}q;E+Y&h|`U2~B%@y+JAbdf9>88)=&!C$-)FNSfwc2G*)6
z?6`hhDoTri%_=-dciHzSuskZ0sI0zYGSuns(=_#S$?Zso7di$K=He9b_YPL~PGd=a
zTK$z6ht<Y-t;jGJ%Q08;8&l*o1U+zKXuR!kokXTDKkM*wThiK{@rXS?6i`DKqq?65
zaLgnf-RrMAXHK6n!vK9TuBb}Me{s|*Ft;@%#%|mT2|p@Dsq7cjh&}S$T)_u<!TSY`
zE&Lm<nG2($NsX<@w`q7FgmO<xVMQ&p@px-MLf(^#czz|be#D6+NZ&-h^d;Xcz@B+S
zb_z?`6rdE{-2M3}6ql=Tq(JQ?xJZeiQ*(;2Q@`WF{$H|q#zgGDqN0{1K^q$s9oyGM
z5z_d41?p)F_MnguR2-a9U^=8F{f(KKd0=P==(73#Udi3O1aeRxG<ByPE<cD`o&9oi
ziN}Euv#Cp2`co?f+T>rT7l6pq9mtr4!5~$P<e3YKlas;gQ_2-S;r-PO!#<3PgDY8Q
zXG0E_%Oh$71RGf<?VlUzXxb|1UXs#Ei3ZLDi{bgV=XHWQN=lnrQ_=BS+)H<r?DkSf
z<mC(XEJ?x?I_keEixTHstFnES5ajC+NY6_v4K*Q-wV)H`+HPi2!;P@nLAKx^$UQM5
zgB6i~HQ-26UwX9%6aSe)_96-r7!e@_SQa}r9LQ}}g!@yzavLEQY<W^XZ?8U;_j1U@
z&td}ABT#h~Q-<fUry31g!YSQ1UoX19i#=aYwa_9UjKndQcBjko;wp@g)JTAk_15k+
z&ORHk!>4a>kVmBw$zXuWCX(}$U{LlE_vuBxUE^thx~t8b3Y_YvKI7O{MKWVzwhz*#
zjdp}=Qr<tv+aAOWZg-XbmnxTy)K9uy+ey8Z^FV-YFmgxC;N^g>Y)jO05evul=1p^v
zSoB}zSr;ThTB8+4%Zu@v_v1~Cw>MDkvF;veKF+c(5EMa4f*~tRtC)DW<+$`G1yhf1
zbWkZZaLQ)zH0Uk5anBZk&6+N-&`2ht$VwNyoW}Zf7nQvH+aNh#aQk0B((kB3q$DyF
zB9tghTrV!H6~D)ra8Fj^wB(5sY2rtd%-BjG*<r((xz6}QqFeIrU46QdVpk(ptq1ol
zY$!mBWjW5yvPmg~CX3bURZ#cz(-sZdZZpAAxa{f88y*$Oca!8jOH1l~eSIG2%UPD?
z|ExI3eviHWP+h@$+a95(q%6+LQJ25+EJMb_#pUttFxIpx=kjC9JH_{fx1xkz`P0SB
zrG}zjQd^6eBM+*GpP5^8omdO;fL4sBb&%u8`!_VL{nPs)aWcT7JyNd-p&ag7GsFJ(
z{1yW|n;_9kbzwBvpYJ446Ib8oL|7D!DM?3ou(<Ib+3O`RrFVLK*gz2WccCmhp+So7
zBO}#FaMWv>tGLf)yUO8Nzz9qQ-$t1)_>w=eqyux}kBpDU5wT4>mJlg&TG{RiQc2$Q
z2$#)@gvqrw=ESeRhKzinr`hoKgp9@R6AXn)TvwJXzc;i4WuR=3)}9|d3YD<E-Jw=>
zrYO{jmcraRr{~TLp7bc7W7}HZNcnty*TS}q&_)Z$u)DZ|`!|2HyeBv`RmmI_*y`x-
zjri(2jD({RlJE~rr8Dlho%69G{aEPPc!cAAv&P}{=0p2sq{m5=kZU|C5XyXf@NxFu
z5cjT&xm!_PV)Fb7)2q4H%cD{oUYft-CrI=@4MRW|ak|=Bt<;#Z1=bHk$b_JXZqGia
z59}RHCsZv_<|pr#N>VDHY6!43OBemsj6f4Js1twl0eM-|95epIsp$3wOjV;TkKINo
zi*tra1Jz~2BMc>6S~|rF;TJ2}EHyC^kyY7d5UFSxoEY$t_X<5s#<b0?GvY-XxV7IN
zhz7@ESaX5)@TF!SY^?k=Vbv+aE7|lPTYT7{N*oP?i6v*?NNEY;0<;G!$XjUw7;uB!
zB|MgvmVglb_;#axV+%>#2Iya?{Cxa4c=n7G;1Txn+6p|*e>KO_DgZB1^H(7mJmhcY
z2~vs66ONqFj2+w|;ZmO|*;6yMV{wwmrOf*`tf=eob>`AG(dFdZn+{S;xssJ}@RHOG
zb#%w?=^Ziv{--ZX@zsL8ZTtNz=TI+>L}0_Z&o?~&m}mN^-=T>D*671()_DvyY3XRi
zei9JVg@}|79naLl@)ghMdGSH9*;2a^^b-96S6R4ityi_%2%4$*>g_Y4_s~*e6W{Xw
zGz8&&I$_yn+*13VTOvcae4tAUg=eUCFA07<e0N9I(&6@>qS|qO5rk-L8_a_8S>G{O
zKt~jJ)W-i|vOfisOVg}kY9HQ2@F}tRW+nc=pz$l0_w+`>ENLq26@S|5196{Qp9$fH
z_iNtD)c+_g{wtv2BKSI391(AGu!p80OMdM*$J0)}-VzV#<_vx?Ml8Qdf>oQ~T~Ojl
z6k<QxQaFvMzlevDMkwfAyf^|iVfhHQN<4E=Y+A_X?vRe6%y|gWb-L`6x4*>SO|#y*
z>n{;xMM3iIQNKRjz;wm%fgMu{RY*F2KMpB!_iF!h4uyqgD-WkcRmu2twN#b?w$!ac
z3NAb<-Rl9Z4K`XVWMbj=u54^R3Xa`D$R8iluFWMKJtd(3%&3J6M~?oyKNRnfhSX{2
zhR1%9yR^!(@J#}df7wQx%g*iWoH7L(8j=-A#l-xs-BV{g#uEjRn2^xs#8?KH#Tgi?
zhkXw({RQw_2Zx60EElVFa%z;yCd*6~m(zd6XNVP$a8YBMIzEn0nA>mPzRZM_n^*Hb
zp3X;jST*sS;AMiu%BgGqWW5*K^eJ4DlWGSO1NZO9&C_1%a&erEWJ8iLAEKD_h%af$
z2fL-Tuy;hTsL1bUtIhx22I~PN3Y#R3go;Ha<gldI@svbkXY=RscIhsUD2uJFK*Z6l
zvga&>pUpIv0p+AHA^PlgBV2-DPGNH%?61OvQ~tD&kEDXo`J=)YZwjobU*o$qU15h8
z@EW8%&l$x6mr?j4Nj{7PA?6w`;`A&y<K9+WLNh#G{P9=l1PdWOhg2+YPIIk>HHp6K
zSd*+ZX)XIcWUFeFwQqxB4vUL+Gpwlpy>~owstX#f8RoY652D-yW4k%xvp-C`Hob88
zuceEl{;`s4jr!{*K8@W#>3rsfvm+6hY*GzsKTjIX36-e!pXfm*+MZ7>Rj_j1S;Mw(
zOby#OC^v6IpDcWi%rkb5U;KTsnXKhU4A=JOV2AHs7ZdJt+d&(iG5eldOOi7*^i?bx
zSJcLap}5b1`g@7{xy={!QD%S5<6I||_k{S;HZ?9!3tZ%NLKQ{-38N0RQ53^XpG8A<
zxJm}3VlgtBvh}e(Cuq$ogp8^~Jb-cpTU2`T=b;)_^`C-;#Vv0cv1l|VdzKZ97G)>d
z&d_`cOa=ipfu_Y6;@jI`jT<=wK0ogUD+G%OG}8XnOn;V+t*oqUPRt!Q)*H!aRdKQ5
z?)-&dk&-^!!-hs)J$t8)?eBNT>+5Sa&eitrQW%$da9Q1WJdcwqC<G`f#dvQmBaR&0
zEL6<$f%6z>2z*uJ^ATC}_Z9?pFc!M8VKud|qx(!k#(%Rz#4quoL5Zf<OqT($M$(1=
zz{A?6km(aU#!&QV$hpel45rHjPqzE4*y)_%K;Q#iIW*efe5Da2lPbDYIy%BeFqZgB
z3|zH>zh46nTb%WH!AGXcSg-<hTJy5-1f1gcxK`iIPn{m;sbCmXe^;O9___Z1HJ?}O
zJLxo0o$KFT&w-HLL{JmbCSw)cFiQS7kBAl&%^$}lwp+#+gp@IAWQoEydB3NTX_~*o
zA2dEroO!kTjWM<d1jm|Q51Q&;t+5IyHgE=K)Fj*ti8CeuJH}_t0f&DROC|?9NRxhh
zo~j^~S7eOcb>85+*}))9MeEr;Y@w{#D?bez%aBgi=tz+{{x6NmN!ME#Rk3(NyorCD
z>p^j|IbpT`rrO-O(H{OPb$p}Sj(=Ay6Ap_clGT1Qd-EY;H5E;CBt-%&jFClf$S4pr
z7j>Fz`;BZ>E8kFI|K2?*8~qNUB|{O~czD<wulXV*h>`e3FjK8Jy{@aOX81HIX%R4`
z;976SWf1#`(f6BNitZgSp-BzrXj!M?W|X;-5(pt{vV)mQ3Cs%D$E7DlUCD!emeC-(
z*>4v{{h+0zYuA4C-CKZs30QmKp)XT_$lM3gtu?KOdGnLz&>s#6PiEQ{Jn)1RH7y)h
z7r8v(=!KGa;Y+LPne6mNxNBS~K`8&7DWYXe9OW}7hJRGiQGU3w*(iHk8kx}1_gp$a
ztPw+OBe0;!pI^M@NuS1YG!jK@G2#1BOGqHX=MU_FP*6iycnDXk4f#kp<z>MS=6P$a
z_>up-B8zste|Xw-JY&*A$%!VpYOi663KR$OmaewIDc%*#jkVlljSe8dnDY%O9p=7>
zVEi7}?Ymjj8E}4tgh7S9IPr)gsxI!`HP#luQ`<C<TX;*<vRwu_PfG&V5IZgUe0g$X
zZS-MZIOM}Qni5XJ14;qh=pbe?RX{CJShhTTzDT9;k1f)D_mIrdjSIIn0Z6JLmVngp
z+#JYS40Tv#SJLqm5VRAp?#2(_(<+WZ0;S%Xm~nSeq*-28?=DWbbahx$X|V3L=sioI
zr#I=krYZdmqbNhj%<!|AKwhw2k#KZm#orYFH`7^~z#5*-h9@h0qG3rr!40igE&}t-
zreZ;r*0``ZsNT`_d%@6#|FGfkoI0q0naEIt!KN7lIgWUXwzNl8!T-5kmN+s0Bqz$m
zj;GxJm|EG;KKr{620^S!5v2@`2t&NW;;=!2TUA0rK!P&m#JYT_D`XbKRokjHAEQ8v
zwk&n{*%h;ODXu5uXcg<*|Jy+!_&8vYu3o~zzYiDZ=HlYxXG#|5wEjCn0OHYNNN#s%
z?w-u=gvpUA-_H*#t>yyuv&(NM(z2l9;P~#wyUZFzd6+MQ6vp4-<iyL8wjA!WwjHHG
zZbx=FaIGoD9R+(>Sp%j>psWB89KD*3fgW}lEf3hQmoHA{?~20|kTKlgq;Zx_{{&P-
z!YQt@Ax)7=d|ox*T&PfG7g0)CyYX+!t(P9N5ZGd#-*c7FSlt<-MTYdy_GF|Y3|4Xe
zwQ6mdb12^b!&({xPb{uC9cI3aZ-SWCwk&x8$B4va(0{IA+-Y+p2~deRx;Jopwglzm
zgkHjv(anp<u2X5dROLM1GVYyRyXw<h8vRA4859yNEyS%vlp|O2A2(99G+sD{s*#@@
zgbzW+#29@6FHp3Aw%?db1Y)YkQrT6p;lPiLXOJG>>ivW3oye*Fw%&TsFm|F5w<K#}
z?P7HszXW~h6&3&c^nA<paqENjD4;2SePE%JsnefqD{oVPZ!L6>%ZP=5KVEPj8rJnG
zC9`SW_e&|dK0mB(N=F2fP-J{>`KTVsRo(R7vy(07hm6<V5yu6`7s+s*@0ds?j($OV
z4v2~~f#DH^QPdGj)=;?7kl4}gsj?Jd`AFf!qR74O9oUE026_YmQeZv;Cr3t^Ar?C?
zrV5s>kFBZXIu%BaI)psloAc56r1RK#zn<Rs+SQv^BNh)q|Ah7^B_QT{X|1BYWo+_r
zamQADb-!o_B<>|ub7lcEIhpJ=*T%n&y+ko<K*bBhtEWyJd?RR|f&wNA!@Jz3@M)Vn
zRw()|E*zNhto&XQ!512s^H}V&zM7gj+Bqr25D+Jb`)r);;Snl|ipzm)=2Uj=RjIg<
z+)fIkcgOw9jqf<bf+hh|cq6T0r1_hnDg`1r+0h(TL@P<(jZW$>z2wu+#%1A5W!=fX
z^n#1&Ep_0YUhG0-ah9)N=WoWo3o;xeui9a#G{{w;vw0Ylj8nL6ji_1v(fy0pN=g^u
z4Fx}`94H7F6OISKEPS6ayB8xtly=wM!_$`?O`P?`7QFLBv>IN$MgC#ulfhNA6GJr|
zTMRW6Bw~FckC2)uI$mQS^RhJAeF5Z5l}JZdn6k36@n2jSS2q%~l$leNOSGUye6Oo%
zkxx(wyuri=L|urw`2+f&gGIECn~|x#a*GycU*g$+2velnAFaS9FT9S_#o=quOgA)_
zDEi71o!rfTM?CghU{Zb+bNAMJY<v_f01d*Q*A@nBD;xT>m+t0zUJJ)tmiBO+y>Q-q
zK=aZl%!bxd9)Ez38rxb0IX(UzxY-Rg7_d%eqIOV%CkuE5<<6k-*<+H33=zlY$kk}V
z%WpZZgoj)5e#aoDR~5IH95#0qLY_X!pE=2wl*ta7I?Nl@MkQ_!(LQ_d6V{+iB=hik
z^5Q?k5Jm6)#AmhbjMg@!E+&ICOJt1;1!dL?%QK*asf>;CI(_M6xXxVQK?5$mC#RlW
z+fA!qaR}(o@vi23X~~sfAL_$=J>aZca4ijo9}#QDMGXuVYk=&jiBAZMET98eFk=R2
z^o}uFY0%+}Sa1NX)7I9;eVG$PvQ%*Y%ri9276XI9@GP!q7UI2Vv`m-J-f^1A;TNE2
zl15gOW)JZ&tr?xzwVyU(;7;bD?Xf}f`X5W@7}oduzVU3^_+;C*-CAzTwykAj*{)?R
zFI&rAw(bA>`#b(U+Jm+_>fU`__jR4;>+H3z6mNSufv&bPnZ4|%Ni0+v6HVg=v(ptx
zK^IB`!{z3i87-l-Ox0Y~9|;kkDK#}-ajipcd)^@VrH5)_*oItNQ19j+!^xYyTye`E
zLm!n%tf^}-A&+GCr2@TnLw<7Ap>B^9l8jm)or)!1hIB!z)3~Nd?KUxL5SLj9yPnCC
zihKAPl&NJW0rv0<nbVsm)A#K#gxXg){e7w6shDK(m!ZTIORE0+HWo&*G4E9axD50}
zPKs<vn}|&OS#kOAT&1lDS=L5ZD|F?w5djr*R^y1Mirod<ty57U8_uZTvU`aA_2=Wg
z+WM0QpRD-{vYy*Y92Cq-`(?rL+6i9BHtx(rr|)5WbCA{KKd9_K?k}bP(nz5vmGAz+
z9Xxw24#ljhYTKENlr)3Ucr40JEZTkg<Dwf#2?ue~dt44%w#!)lr_-3@A;c>}nXvh^
zyUcx89yF9Avm6mQ(&Vie?p}bZEcu#6kg7<X0PL;8Q};Js7-dVG`}!K;5T`*DHp0pl
znA9fV(k8;OL%x5)$z)ZlzQmC51@mnBCTBvzLQIz+if65&+BusCo++=m+(Xq9Ky$~Z
zwclVgz{Z|mKj)AG<2O00>C+SLEO79G{t+e8g5KG^fy3i9Cw=mI@61X8_Xy`G6pZ%7
zpKnH!)tGR>qQ1U@si~>NaYaW{&-^(x)1yqhyy>N-as6(AfTacOTT$EE-lFz*X;3l-
zM%D28C~PIoOf<Q6COstGK>0-lvY#-I(m?}Q1{cn^=6NuXdPR0V88JpAO4VfCsOb)%
zGl?M*NzB=Y0qWTdWohe5?;{LJ&j@-^>a3bKy#mBe;7q}8`P;UMz8Tj@U$E7O8>*6x
z`;LgoUL-$v#z<u2OzFdAl4<~>)xR2Y_%k8r;A+wj*gTH9Az)F(X09VG@LE3P%+O3)
zrQ<xSP7-h~rSHKgYRR_Ovdq@`f-DOq?8}#(UjFCO$ZtAkjVXzr9OH*{*by$>DoJ`0
zF$Wn`-uz@iNO%RGIq3G>mVPo#RsDCeAMC_P3I2#FMDkGOO5KLCSbg{}SLnwr^s%1?
zC^0O4Qdh(Az;ak}qb+m{)^NW%J}Xi7+kp`b$4itel-Rd@0a9nN9vhuj4|w5E9!0zg
z)7}Pxy#jh>Uu(`vGHCqd!slyJSjY7B&JIrs%v!vW$;Qt<+#lgr=B;j54ng!BiRnFz
z{RW27$Kln>?!=I@D*bUrR?F86y^u2B7{+OQX8yV#nwvv?ulFvmJ~hY?EkU5>_Q$Hf
zE<%$MnVd}JBtV?0gxvfw97iI>jQZQ_>D@n5g(&}cSr}}ucl+osglU<a{H3O%EA>vZ
z{1_p`iG*KXDb<&=l_jq{TZ_7t6IDcS$|e<Pnc^SK8uGaeoaFRa1keYo509X{qrv0z
z%=I&Of!NsC>T0#mrKf&i#RM!Z0CjD4z{hhJ|EE5Uw?}9~0$OEdWxKB+JqW=@;&C|i
z$qzKdj+tn+?I&*E8>(R=B<WWD<BUTR-7a_TvZSp7BDn%Cxjy0G06}s#UJ^vb&Yo00
zq6whhSqWm(6{#r^s9t`F9sPaLsD%4|1D&Rtz4l7|8dq0alaU28bnViHo~9z1$Ay<6
z4A(zyv|Y_Z;q6zwgJma=gN`{ZleOICYVX&W>abX2aXdnPcITreHKOx!63Sheh=ZrV
zH1AhvK02tN^RbG^>!267mtw4fC3Uj(0iHKFv|Qj^qf0bGul>v4(0e>)3l%X97NjKM
zj~PeJBj45J))#c2;+C$C|MWQ$Axdd!d4-NkVX~-+OxU{SbyDJOY?9*pc3v?ZvKHN#
z5Anqubd&DbSDPWz-@$-R#d=q`r)5m)W&#rFz6ZxOHyR##S9n^x;VI{iVth4)sMI(I
zJ5DzKZ8oT=CFB~oL+qxgm_B`-jY$+A)M%%MCC4VY<wuvRVDSyOf5#6(0%hkSL%`-2
ziNs0}sCX&c?z6>K$caS0Uo5`5a>E6O{`*H69FmMD#GV}`kE`>}GN|ei>fP@Iw#UvV
z5r#Z`QKzA!6M1}P58PD{`7sezv1go-R<fz*r)^IBRD;lMBiQX)qzf)TlxZYNlK#%j
zL^l;L1ZvHDEW@Csl7tnM*Q3^4af<H*TXJg)oOQTij6k?a+5h<Q0}2`%9e<@B?BJ8<
zBVq4nYU+adjEPFYg7s_mdT>Zcy>7Ju3KKEAEu0MZ-kqg^gc^m~@pmj+7NJ8MBq|K_
z#J*rb9HZ<waq`~%8{>LS6Klr4d2QL`HmshlXfoM|n3!S!K?U%f=ozZYtE!-(?!>M`
z!_2;MrzN-@QpjR~H-GPzFttx0_#ydcqkqTqYk5lt8}E8d#7yJ$3>(3NZJ&)5Ob2DY
zKh&L$L_|6(rkmoDRU*fC29{#$g~PqIO#Gj3c#lHvG`SVeBMavu56D#D#vOM_<Jupq
z(Yy{h@sdt2el52Afqq6P?D)Sv-tM?M-{mlIvhqe0h1w(jAUArJfr~*<u%M#V0bMAe
zf!&2#;&%*F_VS8b4B)i9NOJj$_`X#W+tr2ty2TugP;EGm)ju(O3EumBqq^dsz>BqW
zK#AKO^!2zTsqwVIKpWAH>86UrcIccQ45>MMYXibmv{kg#*CM0{YfO&=hUPjAhyRoZ
zt-DMMr7M|(>^srkW7I5^7{*QdB0HZ!;<$M-b1G|AhOM}>r$w{r3Po&b`T0;u>ZNSo
z{y2gtzWmZRm_2{2>X21fa5)Q&EI$(ST*o0mqQM(<&FqvOLtXk-N)o>%p=pX00)tuz
zh#49h*cD-0=6*XU<mZq94;X6^&QW~J9gTz$>;aopTR#7kgoG4fm*t2k%~?z5`!SSh
z^J=QxxGrOgxjw$9_iLA~PHwnJ#1q$KJBq8<kM~y(Zy>Q;7{Db2z<FRiK_;(_r84;V
zbt{+ke`CGd#)b~1moG^=I56+)Ut^d8la9gbtzq)<E=^~&rnHfl&(kl0Ax03BvKj>^
zAf(xCxHMgBX@2r$79|rDj46<S1rXYFOiaK(^$o~pQ$31|A&}Pgq%Qc5KeBIayU71=
z;ScX)#@5~>I<|0h_xI>70sq%Q=<)g>Jri)n5~3bD`kO;s2HYSRkEit?(s<6$f`+D#
z)TUE`;bGnW;UZy%BDpGBLn^e~lE!xGjOh2Q-BZM@idX&qzY5GI&kQX8I_-op_K&rP
z3^oF<L-N41J-cxRD>7`A%knIYILM=bHd|%M5}|d8JSxG@KmX~X!TZ|lEqkQ}nBYi(
z;N}-$-ADUj=w@x88MzbnmL{YtQg?5k_^!UdyPI%a+~{J-1!bD=Ri~*sZH=c~)X*HJ
z$v0TQj%cAl4Q>9M@Tlz`FZ|9Uj=op3CiSUfr(vt>!CS<B=s44XV^xmYi-dgn5#crb
zednSZN#|%q$-(TqSg4Uud_r{T-zIllC6P->S1(KZn!Tr4l?*P5uy<I&<#YSuzukm4
zRkN~?T)!5ACT%4An8_tE7(>w&@#KuD{b$27U}Emwh?c$6sU0YS$yi-SSTT|@Xc-v+
zR&Z#T(3d(JA=zR{^E(>n31{brb81Rc#XJKC%@l%=f<v_|V1T@4a#}Y)o+t;Wf-t1I
zzLc0n;-WO1K|?rs<R(_F6+&F_WBr5nsXuA0P13$cMi&F3LZ)$Lovsa;RG27hIG7L@
zp}=RTAPfYQT;f?9wMg11-n#FFxzb2aSE_n0fk3=3o24oUWtdfy9su)W1KxWRP7-mn
z;?U62#6+&dx+_M`%n|nvrdV!-5`HL!@5&5q;MtsO$E2m_n9jGr^D}2T-szDVfsq=g
z`<=T;I@Wlr+b=XOUGiz!iZ<AXJ8?rzPi|pM#gPZbnh2gkqHXWE{s{C1i@zn|iwB9a
z7pB%1QCgD`hrX+}u##xK2s=Z<vY5cLPX^#keuX4dwYY}I+Lm4RfiB%R7+*gd&Mhw|
zX&s2R?#_}L9!n-}>Mgpz`1eosLau*ozeLHCRAOfPA7xp3>~vwd{*!xd>$ogAe8Nag
z=I>_<__p59P;RvWGCOk~VBp4)oyX!xwZ4<60V^_Z39P{;kRS{(G`xVX^jn=z+zQeg
zNK%f@=gKe>@bhA(!q^#Za}_9jQFwnxkd2fr<``&}AFa^4JK4uBUwG6!7{z$}9a{|@
ztP+0KDOg}Me8ZSLef)0N97|Rae7!sDc-i%+u4h9@ZUq8FZ7;<Rj9gMGb~%vY{ozZe
zeYW(}IpB72iE!$D5!5l3SJ1ZCF~-ErGN&U#iP3YXqGbzCy>GW_wAe%f?lHfATaJy7
zSz22D0hXjd(_FBP9~x$!KR4WD<8;JaNbx1*=i{59X)_cfoB*ixsu)d>nPsxsPv1Kd
zvGB%om<pB<r=bzn6+iVoe!V>ipzQ;0eWy14F6XpG>t;_u5+G|b4~5B&ymgAzc9|9I
zS30E8FZ=xZLih}EdB>RC(#(s64gJCpX(Uedcq#LNlV&n>N+d$=nDH{^!e75)fIw>V
z$;?5(ody#qjVY)9=GoWB0gocbcWSST1_h#MsF)Oxo|uT%OO2o*v|~KQby0>;$(vK&
z?akr5SPP#1ZevID<g`HlbHkHkau<he;lb84?C5c}&Ia;+Eug@xjP>@TH>R7t>kFr`
z+LAiDd*DR-adw2Bl9U>D7)!H$%hL^5{RTg3Waatc<lUt7`aai43P#PVDM5=gE@7U)
z*n&rHJ3O4@HAk7pi`nZ5x*w<@a+Mo}28=DSOi!{;yu`ChRofI6qOS};nd{ff!q7Ih
zRB;UQJX08pve|1^o2R_Z)jUDsFch~|JG?~Q`DAa)BUIj2Lyn%-gt+sVfCd^A^#@;0
zZLUvriHSoHh_~JwHspXhQHKY)sxmk8pQyY-X$t#k5P7jug!#V6!)}u&Yv&twOBbKy
zdL3FtjnBa*Mr>39A~hzb1rcJbJPNT0fny^YlzjA(hE_x5@26QxY9;aNV^5c5;^LAM
zS~{!9Rp+Z{!@?u}FV$G{1Bv29bP<N=h}1DH{4JlIgvmYNYIlvU$LfGPvvm`27ybA_
z#Os+*7%UF4Lr(=<{-I$dm;^sJx6SJ~fI04RN6(=#Msx`b{*9K#9k)$sxZ2jR8X**@
z6|)D&^(kG!+~g{uhDQ((bpmjJj_KN})+dQ1J>WqFR3>2JqlIm(GQ;lNYh3S2V0I7F
z+uLi9$!}q9UZ`GC$J?P|?_Zl2rp^I0Iyp&MdamCKNigp@$748sCc#WmM-KkpvQSb}
zhe5)k)B&p|L;vU0z_l>-@j+apzB_!L9cQV0&3k=50&I?yv8bHo@o3;d4x#$pZ5vaH
zJ$M0&^ZwWH(8j#%ZZ}gp%BA?-b3)5qIk{L$#NIIK_D+Io7|k=E^;tJh>9}RS^?n)e
zDa4|v7(D$?L6Nwl5AyRkuA^Jk4v7)kyxvjLMaPvLM6a_{T*nP|+{kvOdOl?=lMg2b
zu&<p$@W5kAoWf*QVRz*wkI20<CtRF?%IWENTKifV5+mbJ1cSP6fCUH4h@I-^+-Z0?
zOoaXP_FT8$p^`d9R6<7$PA<xua!DG8uN?iWFhk)-QC`IBDOdHd%(^3ZTsDT{zI#hg
zR)2~fOp7o;^iRGV{}*kswQ~dCN`{3fNg6E`k)n!GUz8(D?q|%&6CjeD_u&>;c<u(g
zn)=--<I{bZWjHu*Z5_lIK&iT=#im#Kn!<^#2EoU#lb)vp=+GixQadUt*Og57L@_i<
zn_M{f2sP>H<RW!j&f!vsPOMQd6``yPUeOE4;Goc@(Y_bI!2ZJ)N-sgayW|NhOB0!#
zU8fi^Wv5n7AGy0NH36XK%{I8<sH6pCmr!8NZ9iwO6#K;I;NcZysxN+<$(12T$es9*
zQ`hTO&Z7S%kCZMA*Vr01#)#A;<CTtYYxmPt2QunEN*gz$0X4B3Bt~TD#DwC_?X8cL
zy`ygXR@xp821f9p@o|%wK7A@XP(kG%-OhU+^yYC1BNb80zWLyb{zH_3jK#D3$@O>7
zPEwMRiZ6BC+-Phhkz#au+G3;Kt@Gn0%Tq8YQ&&|Lg0A8a9VhpPFl{dI955M*F>_!s
z9RU*)i!7fn;LH&O;t)ZOb(?)hw0^CllWKaAPLI-=w{c()*G~1CU%rq(K|_g+jm)+>
zecK|$izof&XD!%>(a$?;DNywqO8de_yezg+8t8}f=ZdOgqSHY&ybv7>YWYiJ*jc6*
zqk%KN%KITzHqW%!3n33y-a_2=Lg3nGI)la<uTO-3VzyDGXy9{vjI9eK{km547DE!>
zv1`uwf1Z&)bz)_CML*UN6jYMe0vVyV3ov4+MHXQ!szl8uz8s&u{(?I!far{!tk!5Q
z@kUl_Wh#8gh+p~e7RJZijUaS=k!FyED*d1eVaf9f7hrxO6wZskeCV1AL=>pWvg}XQ
ze_8cJ@i*vu2_Wsiyit9fmpQVCBY&&pv*6-}NoR=O$*+y{uE2etM?a!Q?QglHJh<fE
zX0C;f41IaQoL|Z#qveg<OR)--xjWTbtqtfQJ3&&OFn^?T2@-F>^Ip7d4^~XzaQ(+B
zi7R<v#u|hdv&rw=f?MY@tSl&uioT7m?+U1G2zlZFV*n6+I&y77!#Ym_BU*t(%_tZ>
zQ^zSTKBq<xsS{paz8NjYsPskh?{yagy--Yu$erSEckWPXD4-X#Jo$6D7)e~awPt4X
z6R;ClawcW0yvNR5#)?q3iIH*XsLnV=tP^KfvsCi{o(90Yz%1vodRNiue8nZ{@Oa*D
zjYu%U&k_l`<~6TCZ`_KYeTj^VGT%P)Qq1B;E}I)w5qTc~9A^E1F9$M$HbqQQ8kvew
zFganyb?>I7%WjZLD-0R_oU08!Sk(1Sm0tOR+WcU!TFCAd8RvtO6Fo;iYGJP4D3>-$
zJKBZqVkM%h6HW~DeR-z9_w)TxQc^M@Jw3FYE`lGz4xY`4g6(W`<m3BpIuT*tQ8}6W
zlG~=%wcabEDaMtAXJw6xF(iFFp4FR{%G+Nk6e5AX$=0nYy-jw4!8yt~`d5dR0_3l(
z?<#h4Y|mNNtf@MQBR{yOs1M``mA<$qh+6I(TlTH~lT46};57k>dTReOx3?DD2xWkS
z0H)ke4>Sx^9Y{!q=~#}M6)i>4n%_D2+5B679A)9O<QC!Q{_r2NWF&mNeP&u~^VwME
z#xYjkTlYLyN@pNMH-H$8HQ~FP#0g`OJHEO{hYCtmn3E;I?~Up?D=AnGHhVW@d{sev
zJY-P2KNVb!!qr4dg1T-xy?fM3ke!Joj&N7xjw||+-n|vdP)kIK!8i$YJ~wREZoG1I
z8j*4Mi)QV<s_wL}s4$ALr^@IGcRK1x8)7HrQ1XvoVF*g0g$V8_qwt^Jg@Ncyf>Z7L
zL2KdXJxnmb5j_CJveDAfZJ)Pp9USHbP_ta(aV-Rq2sBd%*VQS8A-5&8x93jVy0&FH
zwJV0s)NTNn;?S!-w3FzUMIvF~w7p<xgg3)51ie~*-O~b$NQ#O`Vq)hTnjf_@9rVYa
zuy>bRd4Rv{?&Ym<Vb~i|3~j3YV!lGd$<uE6xO4dw_nk9RT7Dpz2&3itJ~2Mx5;t04
zYRn5)Y5RWZv%kim!}H_EVf~8jy6YU%e*mJln{j^1zq0I&2OREiU5e><JTJ(<(?`n1
z&LfcXn<nH<ixH|@9(~f&m(ia#lo_GRwxXre($u3v&=b!IO{DU0Z|nWAx?Yj6w>m=_
zD^s3t4^5i2d0mgtfUU&Qz4t}Wr|=2Yf@HF&*C@aTqyc$%;<?uxE=5UCMWc$5TlMgv
zNul3fzhiaXB0WSIg8>E`Iq!4u;6tTvyNER9yvuAEUx{q<ul0n|Sh|8`jC^yajW@Ef
zs^8=imD~4_*jJs=UN?!ZqV+!x2DGXwe;#gqxHAV!ep`f;&^^^hla&LBj-|I~skXr2
z7Sdv%yTi2QM6K&vJbiczg77O4It`bf#YprF$G7jHPoMYN?Rfp1-we^$!i1g}?FI$6
z#}CL5QTyy3uWxr@bpvXzEb&!2aOs>Y!|b+;?rRfsbCpF-HBo$Z{%+gM2am*%)qFbh
zo75=6idwd)y<e?y`d>2?mYMKf`RZ^A_)1SSk)DI#AOKb7fQUDTQ~Y{_w<CWcZLntW
z(wySv=q0dvvXWQe-o9?aWf&YPpFK9k!r`Kb0&#tLjU;PX>#MFw;HM5sLTO;a5R*?w
zlPYCRSL?pTn{)*uAcUmr1u(?9-Y0Z%M0@}y;U7?%*1ZmMD5=6UzWN02QDWQpe+2q<
z7!}lgLmmnf?A&ZrVPnmLxKx5W_c`xN7Qbru<Gim=FRs!ogXZWJBR9}>*x%cmsWtLp
z|L7SY<#r|%_I=`OhHNTE>mbmWBg|$3W%D|LFe0HEdq~bJzGD>98ka;$Bc)RzbIK7o
zzOGwx>6R*IjR8yswF=G7&t4yZ0`#MG(>IzzCY~$`L=cJ6v!&1jj*E#Y01;XI>X0#a
zTvWO!W*t?tG}%O8M=3@=njU{a&g<iOdil7hlb(z<)N(>C`RCB}8-FL_?&jpvnHClT
zmB)q~E=%{5ad_>gfyV}bWDr7C`giMHUco2oe1j$b=&*BDcdZzQY%VQsS#?N>RyVDC
z%k?vO?p<j6>okSs6faa{XdQ$3E_3z4n$M&2`{5j1oIsZi^V*i^9I7{S&lv)V-?5iI
zPfk3i>^SPCuC){{&seg~arJi_GjQa~YKVWGBB+$~jds-yt{y^eZAxT+5)fCV*`x$c
z&?q57a4B1#y9WP>-bDh|4YjKC{GcvaNH@G5xU?<Z{!ww%HfVc6d-M#f7%46HrJsc)
zLJ7-2I0iw2_<1tv_6S|?(;Rmpvxvd(wDJ_m4L7<4)E<ec6Cek?*7$C3+jLQ>NKH@L
z>&Z}3Y_Aix@#$)I>9_l0jw;lv@W#kd)n5U>OEUyI4pKaE*H1JpAx|(U@Y{I3dg2kP
zlNtpz>O5r!l%ylMr1Ix^w}+I@$^eAf$3YGMVHa5_=v;G5SxUIzw4_2KI))Wl{Wm;}
zB<eyf*!c#D@X(~>wa_I7<7Q2h#)ZVufkxq_6||ptG1Qt$`?HONn4Bi!)X8iv2NNiy
zr0k|}wcRiDXpX1at@gx_Fi80g4M{gQIhrYURI0+Vl#GHQ33aZ(_;l5;Y_b%CQyfix
zl_yi?L)kc~{Ejv5BYSDvL@N_d*jGC(qa0}4S&b!q9A-Zi-o8_`0@!?KAd{H+ov0&N
zw_2Jx?a|Bn#x_w;RTWJF2DKp9ntl)z7um5w{+c25t4u#}IG^s_^Qk`kzjpF~nxpD#
z?ZI@w2S+#xvGIQ`+|^n1JP8-ODAB0t0mq^UCcJtlfZK|wh90B>qGG4*h32u1O=OG#
z)rp<(d&!tp6FE9mgC?k%(4X?NS%%ftFjk9td*Q3m;J!0JMyhpfuZKfHIhY+LDT$Le
zmMd)Vg+)(X0ZRIOwNdY*)O}1W3P=ujIYSR2PUG%jP8$KT8OBQ=>Uw%z?y3{MT3%U<
zn(9O)ZTE}i)6J9tFH;a)Az(i`!2a)0$^(azFPkSjp7ZI>reV!u$IgS!rC5!z@@t`5
zWyA=Q@kGPJeaN}PAxIW_$S`e_`u+I!iEhIVIER$+R;M#FzGMC;y=AeC-Q=uO$5Ct6
zdc*7I^vM+Gq~lE@$mT1s$!cNH9|uQ01`_ktY564SVPuJDzT2i(uk|(SVOz7@5UTeI
z)K9^qvc(w7_$ob_8Jb}vrHsa?g=iyOa;6yOA5|ixzx+}G%MOh9l*zP=ozI6qVvow+
z(U`MoukL&Zgwk=YJmi-EKjhmny9j>~f?~#>!}Wa{AvqVZZuPe7@mmLE`!{Q{J;x4E
zs6>%#yWnEM`phK_#xxxsg2UHEc_BSPcdkM*aWKLGsn{K=2$}ZLE$!lCM^N-}^Z(BO
zr0%v_rp&Wh?G)RWY+3_a*ocUKKus<!E{2L99z0p7YP<VOb>wO|CeP#Y^hdyU;|?wy
zrBg!Z*gP|f9-?Aq$XI+ZZk#01%I{JUBn#E2AueFB#N5j2JU_y`1Q1ZbC}iCICO#eB
zzK=4|(M1A#nK%-m)v8-)u_uEQdy6P}{{HMX7t8#g5Tk19LzIr6TNfs~Lja9<!gjss
ze-Is@6|IS-EdeGPi4@Z88PG_^j85VR@?x=?3Fz{aLoe%w1`cwOsRK|<>^heQkcB2;
zpyVn`!Mf^ukB4@8|COeUM0VKN*H&~~;z7VaDGsEidTe@Gv@Uj?x2(x3DD;!p7mCU`
zZL^q~PYvs4D_kc++Lm+H(=tKyvuvqfZ@hvV$<C_GJex!Yyu@)QN+1@C=@x!Ea~<&W
z7;QCYy(uklRwM01jo0qY;^q!|y+4nLuO|CNS{@p0`O79Kj*hc*4cM{huTt;Bsd_ET
z4vJ9}s+g`fw9utjn#6i$3m3}=<sY@s8S9x0Tetmm@^B#~>Fo?awzx|@ri_aqGciWO
z$Ozo^bjsRY2>F{xBMk{LdHT?zSNr+bOYnW&WrEiMX1eDY%Wd^Rz^OvN@0Seh)rCrJ
zLT>KVw@)PZt|c#(<Abltsx3W1BLXZ`2c%0FPW{ki$-$E1yN5lh?^go)d&ouWm;VBL
ze73lH`hR#0;siI!<io{^;*&_dy^W7{-i!4Csd(qeidm`^DV+0pWZb1;Cd1CO%=}^F
zW(745tdYk2Nrn%(Ig#_T@F^Fk>sqzY!n4tl-hga&rrHfqSg&ykDo|n^OlA##HSz<X
zQrPyb(LgZ@2HGG{vMw#1?r@M_ZKK_|$ujZ%)75wEEQpFV4q&IVczEAZ7y3=IXSqQA
zFGV}BLe^W$<_`u40zldRq-ebmM}v}%BN_!fu~YtzG*3eRf24qDrCz|)%$lJDq<KZ}
zkEi`7;?=C2I!sndX9e%*S9W#x(Q$%e<IGUF_V!_><IdRN)DtW&dHCgUrYKv2u(LD#
zO}GJ8q1Q>i$1`LHHTSS=T7(*inJbb(0d`cQzjPYCn`-o#4;PjUOJ*I&bQS+tBCW^t
zQ#4k*?+f^EHpC89BH*A1NKsnzu>}}N58NZJX`8&`L_Nv=cXSqLCYJr-5z*Fer*}HP
zyO&)M#wAmw_;zOwlla8!wh$xT=c!n~OYUvXNjC512trl-$&bdE32Uyt$GYSMq;D`2
zb~Xg3Zm*7dkc0(K0b6qGCOoho?@vs$>JS&li!Uu|+BfO4Z-$AbN_HZz!DML8+ootz
z1U-iFTf`BH`*0Hp(vG$C$;o_t>#u*_&-8r~gh<^ON0P><Cj5QDE`RxE0QXUtym|d@
z^@F76TbZ+afVSvzs*5Tr3LYoyB!NU9hX+}FJdg$yK0K!~f7Lsbx3&=>5aPAZ{l-lL
z_(ocuy99Yt(sj}jyk2|YNIgiH^GMsorvU7scC$0I3~InYt^o^K1ln38(-)Qe_<4*}
z66xcQ#xixn^1;(b=U!;s?0fC_VF}<P&7OokBW9erBj!t$mYR{nAM55TfVIcww`#hx
zyK9x8)tKdWmQcNo*HM8L?KFB8O5;KD{T`>fVhUwb7}1<emHGq;VBC(FHi&2vg1rTe
zA_G&hEHXGrX=!x;rF+Z<OgZ2&sq>dS@>CC|a>fDrZ3N-mrYmQ#w&WWgq4(jcGiZ1s
z|17~U2l3zIt19i?(*`qrw-2d>85{6$5nlN61$b(ZW>vomS@jIAx4G#2b|k<5OAic?
zKlf0JODEw3mmW!P#>QFx1G0uOrOW+|ek{b_>?&-YHnw<}xNSSBtn$3O-si2&Tc9s+
z@Bp?K+xvlMB38D%Cl%CjG`}QI(%6b`j4=qpO(tAao4QbDY1ofn9?t2c%1Z48Vn~!f
zbfrw%uzOSn%mtP7#|H4QB7-zD1%(lGJo9rc-jzr-Z;k>J{y4C1x3>Bz^4PQfMHBM$
zTW%pT&gM+%QJ6b6Iy^A?e4^R1UkUNo&c|s!-p8EJK3e88EKOiPjI`Y}yv8^_K1TYQ
zJ>9b8q6c63CJHGc<P5jbgbp>GHFKaZ<%<QcvMK#G$kBGcsONRK;X(H@oi;CgkG?rn
z6WiZ~Y@X@ADz<!7F%lwhftqY}FR7BFvPg{DcsJ!!!GXu?c?Bk4f)T45L`wQ<mPLo{
zavjl?Hz4#)n%^wEvOa6N+v*o4JwCUqc5CqkObB?6^3w6QU4U_K`TO}GOQ*+Q2vCr4
z>Sg}-r^k<d70TF{5>aQU*93mW18H|HhhkmEe!7QPXhThDV4%vNM2kJfJP3kCA^P@o
zwJpn!XZjitDYCfm216kexA(6%q)S+Ykue6??X6#Q6HAd|VoKQAZSn8Q$jHoD+7@r6
zKiEH7izy_aEv|l@)5xB%192-WIXX@Yesmhr?3=AE1Hw3j+W-(RZ-kyh7k2CTAWP3%
zuyPp%14C8wa7n8t!0bcE0wJV42`Zyp_(1lsprvYl(Yi6&{(jN^VIC~rz7%1<7LbHa
zL(q0I#^B}p?0lng@VChvx3K5^j6n^{%JWdhcT%g^IWamHF9a|ynsFl(wI&e0GVp(;
z)Oh<^?>TA=GpR_<*k-3YXYZ_*h8wXr?sE3a^Bao;v;J_;aP`jasd9-kHu0SljExw5
z?*pOpoJ@tD9y}4B-Iv&4Mfs;68tML<t|TOES)({q4n24D0Rf(T59AuMoqPO+)YD?b
zSx~{D4i_sw);66GHclT*I5WMD5(9vT-jwXUZA-U%QhO(Lcee%VnE$Bcrl(lAI7FoW
z(D_$Gr3y=n*MfJl#DBcHvV(psCL3PAl09Hz@_tDbYNE5*OP38d0b3S!hc{a8wSCFy
z-*B~xL4$u|#4CzF|1pl4dYz@zP#FmZOPsC1C?vp{PRr6*7%Xwgz}@8#{LuYr(Dh5t
z=98Ohg|K|V+I%9t_rF50>E~m`$#qj3@Q#?aCiNsL#CK*QAkrw)9+$i$b}}HpzO#~=
zPE2kuipAA-Pb|F1$jR<{G{X!lLMrHag_@QWD#F_qi^mqcI~?!92j0O@u1W98zrnZR
zDIl(?iKSI_pAGsM$7*>+)+DAYp1dmK%VrD$)<GmH)6m=~;qgfrHmyZGX^oME!CYs{
z4_H#rHnOr2I~|wZ{kGh<Lxc`Z=#jLk@_?QHKO|D?oO+Lxvorg2&y`?v%I+|189~Fo
zQzE6H4~-9pt7arhO(IS1J*3TsOE5ZLDOkPGJ?Dp2bVP<58?Y7~xEfokuIOCcZ6)bz
zIplqkV)isfY9DE-Fv)5NBA&W@dYqePGrdA1>DuK}Kc&fck!~q<0&pA<pD2G5p7MH<
z?hdvho?p2_^|=X+Y(<5c;H^lx<nMJwEpgkxi<Kh~<~QQ9m6^ieoexF}y*~PEbeb&D
zMLw<|J+|I0qMF%?jXrVjj)Nl96J#UxJgI^ugPS)8+b!0Xs<W)md|fBCP7v(MFMp>G
zi+D!^6-N5>;O4ra8ZL2La?8i;l(A#WxP~!PR&12Vnj><0Bi7uLjEah1AJ6bPsy(fz
z&%%ySXE`3*c+DmI$O=(_i0@WUF&4F;@1$_xg2ML>i`~H|V!161RM|wt?+T|DSkNCn
zQ(pZ&?Fw;tMWJ!I3*Tat0^&W=3|7E{$T}#9{;e>+L}6|E*DKSTzX*V}KUB2u`C(Wq
zQ=!>lI*JiTEF$gaC$!~zi~M!dlW$Bj$mGnNp=z0CLpIkl-MgNkcDb8sw^j8RJCr6|
zHD^v3lPU_N^jEqxkEd&#>mx#5?kOZ$PhK9uyDQgZn12gC7a1KL-A~!xxh)$o%nQeF
z{)Y_Q?hlV7*$_6sRDvixvdJ-6&;aBz)IOqc24*O~7ImGKeJ5*(r`6TEbJQrp>m9ZX
zfuU?0z#HWkVgZ5}IyU^3YloRy*ZXz`qXD!X>9?8e>j4ozfv93U$$u^?*t%k4QVmmO
zZ@M1DCZ>iOfy=qR2wS1hwBmj6gnSvH(KWsPWbv6YTQ*8LUe>YI4WDOx@JPHpyX4UT
zAnD&oJw@lucH<u9uOXJFk;<&mgfRtK_Bd%qc<GuHbU`aTum&_@U`hj2fk1QZf2AzZ
zb`D@nvo@l49<ugyWheIA`_xlu(l<0x1OXbR7<9Bx6MBOoJ-&nO$fwsJG=5*fJ_pT;
zu{zm83w^jhiP&a)H6l!z<@~E7us}-33W)rnK1<D_tf2cA<7dDXHBf`roz`+_=P=Rd
zi60Y?)1Wxi2!>vB*@>PYLAkHBlsiL+dV|z02E*mQAI;9fAuC*a#$&HHzLaCC!;^SE
z82BfMkNrL(^A{?@mINiE^Sct^x4wluA*PWdqnLbtyz}ZShsEQ?Q4Wn8ayx1-$Ep1~
zcWz7-VhG8Om5SKF+b~VgWcT{JXOFyXYilbBN<<@AbsB4KwY0YGJH5w1N0-%+k(8_h
zP@9{cyU0;dh!y4K|90a=4tA=T|KOS&!U?Q^e(eOBa{Sm~1GdV-^<5xNW`WG1F=`^E
z^CDpZEh0lgjWXr)yY@~)7GR6>At7xauq@02H{S|a_5Yhm;t6@X)-J-KqL$TNomGVA
zf`AQOW+uVkIe|;e6FLCtD(d!yt6v(G=CR|3JDv`jtH2n`jVnAd`tsRE&G38w`E_z4
ziKKt;aeD-9RJzh&N~(SDymp`_y~)R$*MHD)3u3yh;Gf1fqscV?nIabi%K%nPz1yoh
zr7kwGTDOXY()~9y?UU>L@k_Q$+O=VP$vxbD!#^}}P^+f>hMvT4ht3xhHy;TwY9pQS
zKzXUsVsG`REQoB9-NZ?8`q!h(o=Tuonmvf{w>VkXG`qNd;VV=ru3sO*{nQ<viN2L1
z#+Qf?h(ptZz>V)nD$%GZTV7C%Rh0j+C04Q}hH2QTq?I7A8rG~*A%9PB6`ii!Hl*N(
z&~(AdS>vewqGG(+!BezgJ?f^n!tAhDycK+&GB0d7<vAg8F51LxGAg31+CzT6h)OIB
zuJFMII5Xd#ru_zxQHnfeh;8x&gF#HW%OXZAl|-rKSe6&<q5CX7QxZJuQ}=&hN#7Nh
zxo%fG^WcM{6!x8b_bUE4N_Q!sK?R$~Npq1w1FFBBn)3cF+oFf#_}OWqSfIplaVNTN
zC~ds>PRPPhEt!_BZgv*~x=kolJZ06-@7mGM<y+SbKp!HSAdk;&izi&0Co$ZL$%sg`
znI(o4X_u1vBFi+|zq|Z!@zH1)F46QI>-6`<OWBk+Bb0j5?Ch+c@Z2vz`viddl}~ly
z;o$-Fe+&SOC65A0NlDqR|4u|E<gWAI@RnEdl7*%tPl5~f+YUvSLi;{|8dZAYIs5|7
zfh<djL9Kk&nRf+5KK$1s>qGLq^^PJ##E}9V^6iU`%Zr6);NBwQb<Cfpff^VXaD02Z
zW)4q#fRPA8A?M?Qm%1WZSF*FA0=WAooAGm2(j^GT*Q+vd-0ZfNw9n9!!0`VBd6<@E
zBX~hKTE64}=-v095A$S-j@!&sf$I_YRsrZ#a&|Ug*i<g4t4k0If!TI$Q$?MmJb93^
z^PZUsmAktt=*Z5(qQiS*j#9>+XVODutDGkxYZ=ZP;BgWjyDE1-tTMrr>o}O!ta(XU
zr4hD$f2UGW5hY%~wlJ9<F5{L4Dl>Ds;`Wf=-mjG)X8FlKZP${eu=Ow75<tub+jYH<
zES4tHPiS-|+G~(;I~mDt`E7kA<&$Y*wf`XQs4=><qQw0&Yac~l1aq|b!PkFDI(2je
z^~W*3x9_cIZ*HW$;|FMhKKfawNk5<qvN*9$A1LN+pYi<`|GD#MilIeh1>j3v3WiJ{
z?{q2f?67vs=J7;DoZ^s;togrFSyN?p;9f5)d~O@@Z1lSQdA<CUd~&-*r^L7$`E8gu
z!D0y6_7O+Sj&+?lAmT(AYgAiiwcw5h#dr$YqFF#e?f%sLhLcFo*AH^-^ewi*E+T_F
z;(#esm>x1Tlzg9ZBNFz-19n?8`C^h%QuR)|((-0}1735oWXKt07FV7ADQ8s!>H!Z8
z;>cz|Zv&Ji-$fI0QE_01DEJyABnja8T6q9)Az(fdla_|z+4AKmq;&?40oY3Q)_<|v
zv@QE&X(Mf>GhViD)&i4-@b3;WnM(5<rdJ8fuP@vVn-hQz`*ohSsP-zHruBHP>_3Jw
zAc6BK8RBcaz#&}olCLV8vE&5yAV@G0t$(pM29u~1o`6q^#3vPhUTxu4SEEcA{%&1`
znvmrF5d7wl=+Y2*Z9*Y7VeuGu>DZPDkBq!KN|Uz-^mwOy6*-g`@W23-jD{v0NP)KZ
zTfXeL6gKocrb>VdHEIpaza7qX8`fi7eV*0pcZ)LJbWC$}-bIm46HuuD<^2)(E?gPG
zOu5`n2BOYZ@zM!w0+we~cE-b#e*obMY!9>8U8JNwe@K3Y30$rS`d5GGMPeD=tA4gl
zCBP9$TUphomINSzV8oau;zY~IhF^E7Igz<{EMjO<RI$qF!MQuNeNo1^9fs!TN2na)
z{xCIfC+Eg#>Z9L3UC(y1lo7Xqhcae|x}B2y#=_WAc^&;-RgwF7DiM*>7+RT{_ut`B
z##7vz#C3alk>#Xs3ecS}Vd)&}v2Tk$4SL+tliESXb&96{0nw8>*<CaD7OXG*l<G2r
zG&*p#x&+?A+7og74+YROCng_|9gF8X`m5u?BH<7iY-GIv8^_f>q^41PUh6Td<+fa)
z;|-A%*V4j~2t(QqC-u+QpP<nBIU386R`)VGX<_gcOA4t${-<FJR?fwlG#n5D#+#!I
zqF7_dorXpU4*{M~g+)F~P0Vl*A+V_CSO0qd6NGwp8KMyL4*<iUNR>DXy>00ew)~Vz
zxQB2|dT9)4ES$DT26I=XlPn$w^VKG+uJ)QO!T?WaLOy3o<+5a8qsQv$_y|M$fy3n1
z+D*v=M@t0EmtIrWlai8X85m5Kf7y;L+1uTwD<+^*4QXij1@6rs3lZcWIdf@f{*Jys
zedTa<WTle&F8F@8wn3ldfeUzUv9Pfd)6$koMl0uzDVdmJGgo!@oX{mdj~lcieLd>d
zEW~3|vVK4<YR^yfShK}52M}F8d6k1Y{Nw$UVHc`|0c;a)$+w}d5Pl)|twX6NKY!Jc
z8726;X8_MqX@pVfFBh>iRd$l+u)|yd6CQp7y9E^qCFM(b6H0qx+*fZa6gs^uY3dI3
z;_sazn@%15EvJ>FsxdbzmJmFhikkd&GK|bik<v$)c_5$=Z}!xV=0cTHx`-qxXxEdC
zOK&k@1-uO$3K>t?WwTy1%K4B@ACbC1@$`*@VYYnc%?dug>xuod{hq}B=V(M@sCupA
zb?W08@-&kwsxr-Xn@@Rw4fMl14LIw?W<>K9)HN=n1UB~4MYcb=_1|F4PS2m^)pLh2
zN+74%d)`wUwu?<s|0%H>L<BiGW#gB-V*r_0!L3>Uu{TW_nQ`<ZL3xQ?Eq-Bb0svZX
zRUa}lF;M|dc?GlY4yt;33fkJ*d1kqQW2i_bo*Lko0V!4V^kV>49hH#V_S;7L{n<tb
zY~D01NjkfkeAy}BWoohC7z;raUZz=ESbCB`lqVzGOy{)10FKASJpoXe075gPn-DHg
znN+`i4ex=Bd~W-8cQh+GB#n{1C@h30gP>dn-`LiqXR~4pqn!Kn(_k&HpwJePib@Jl
z62xX_XA4tt!>vC74VSW$6C1V0aAmVY&pS@6GGKR766L&^KNkYE;JnqDbG6CD)dMes
zP48Db!QF$xs0;68pw@EP^z_;^2GTl@Hkz#Q9_7K84fc0WBcQ*dd2gqnWDQBR@~{p;
z%j&xdRear&00eilVP)i6t9ACgp_eJ1QUvqehsP6JZj|(LMCc@Vp7g;SwVfNgVC1;U
z;60=&22xdtcMjxm5cMuN02mBB=;Tmj`0}h>NV-y^sMDWBMfjfbzn`Uc>E7U1qu!<d
z>2}Rp@|SLgh~LkJq6C_t-UU^eYgm?<Iv<Iw2c%TZzCo+RH~q!s<EF?9acq2vw?2l^
z-}|JYD1<UrI((%5cj$;L+7Z)-5)s#R;rB%7?%%LZ`LXge<)cPO5+;GHsi_xVK(I14
zHbzpi*Ad-q$#evVjEo!_9$utLpTTa15HI{fE8ubQ$CkU%{ajc0^^60D@n}79|7f=8
z>HUM5u=A7UI-G_FE&>^l0nDG?QczITYcqB|RGc9d6cor(CTXQzb@u@UV7bkO2LG@X
z*EJL^NOwlVpuS`7R!VKal>T6(0ClC~RO$p-CY{5A8wjd;dpWHg7#vK@+v*6rY9t3}
ziGXkkg+vf<`8_9yPNTHW^jIA#HY&ZxKxu&Mw%wKB7zwcXu$5A?8l9vWEjitudnDy9
zc8k<)cnv?!W&7YsCc^WWCbIsz)d>J@{GnZ5s?Bt+mVT3L8ihZ&zxix1=KyysCbu!D
z-sNY4^L~!$=7Vb0@K4Dt{~}O%YSYM90T54#mh#yjG%z9=0UW7{1`RdJ;XpFg9v8o|
zfOy4fD*N93zz9p*zNhQy91_GJbDP&w2CsiC0sE%@;O-qcHsLCzAI%QvenJ!^VrX#u
z4p_jx3w?P64gvxcHd#gYzV~IlRP@D9OrDpEn+Nu!gD0_DKs7WJlkGcBuw>ua3NEk^
z|9m@?&~G@xF!b8THg2Hc9pHW#=T@Wmxht{|W{k@;|60{{`SIFLg#z#_q$@Nra25@*
zeVDJjyDZ!Uj*%tRifd|W`Zddx%S;~5R`i_)u?>FW{-@peubd02pEJBIC9DA%0^Y>r
zfDI4;^1SG`lcsy%Y#g4R+<OB>xW5!hy43b{8v`mxk}U^tdSolRWDNsm`>=MCv#nQx
zaMaF_N!_7Xp3R6A+Z|w<YQOR20nlv#K?c7TyNR=AgMnXTu{xcX7q~)MXQv>bj9zQ8
zlMtc|892PON*#H`0!-?7CRec5w(&wkx>?zF&6Dd1#0uW3hg}->8jxH)zKEid(rC#J
zr@nAC!`o($;m~B_z$!-|rXB1|20@Ho3_W?C|MWufiKy(gvzRzBi;Qd*re<Yv#tG8?
z<Tou~GcFY(ZViNDY%2|<H3nEVI!j)ws(HCeBQs9miGW>Z`N3WA>hBlz*vI`#ue(jy
zI@){RFPDe)hlZ3wLOF!P*)s1{TV&ooBsz3EpvZt7oM2pK1W9=e__$2=s7;@rPebf5
zq1M`Je;@I2c5`ECvE-Tc+CzbfAx^5^q<}-`IFNxfUJm@%`4@tU$6-fFvpi0+QkxR_
zoRTDCX^97fdPueA76Hq#l#~?VuW|%PFq{NRt=9fRL4(G<`_4HUepm7O4k4cy|Er+(
ztpci)7gW0H08JgIHEENZ)gvsLxjkZaRd<KFIi7h(RxB!}Qe!r2`cQbk@WVlw=#?mA
zzPBh|IBLUwH^*bs>Tz)9^d3-#I^XP#3U?jg0PhFD{2&J0oVA@d2=9%JPF{kcMm-7X
zJ<O*mj8ibc)-uM9Ow=}BILznn*>WdoMQd*0gq>piWsp_4y{kdt?zvq58NN`&QKI{(
zLe0*+=^ZEhYf7^+)>HNUd`2DV1aw~BzlpfhXv5RvpV5`!o25IsxD_w2gh8L5rvbDb
z=Q?j?=8bMxZM}4Pa(NNjYY|K9*XEJ}?qq*87L5(09KhH(m?dja!Nu|~M2uP+#~aQk
z$<I!61aGgL$KDXS>1@Pjj^K1Wx#B-we}MJIW<_rA*P?Z>qFy2eD@s3MH%9s$y?|{i
zK)G6TrNtAD4I2f7&n~y>pw%|x&lMQxx9{N)p%7;A*nNZB#lOr_s^rOH5qXX}t?kK8
zm_h4)IbmS#J_ALS(3F>^2wb)oDTplNXfxs{Qfsv8S$GF;F;M9Mb<xz+wDwCJ(|yZl
z;u>FJ$%Q*}#puzI<;m%3hwJSnGKhl0iI>Qa1X?MFKUE?eh0WF8CovFcabyq{QhjKd
zUs8$n@(Rfuu+`Lhfy@t@bY-1;*AoA;rCL&8u;q8rwE~eUKbXm7lORi3en$=<LWaX0
zy)A5X>oe-9N9l}xu$GQ=EHTveNJX?A_TQ7a6r%y1?mXNS=UpxEMxDw;xO&a_C<~G_
zbF<&wzkOP{_ZN=H$LB!vQXH;Oi0=(uLMvymP8N6|6ii<43sa`1HG^ya{pYnpg-F)&
zfp?EQ=)U@%I9ac6rcMjwPISu41w@AcT`p1})g@ewv_x4zo@4=~|8{DSYsGl<cC!Q8
zyT4=)>6`~4zSG}<kbqCvo<+`Em((9W^&|ChC6D^d1Ygc>i_6Mf<_2!rI-ktSLKLQ9
z?*DLN<n|Cwj)3a}Y8NbA+{S~`X*%yit4w8*lZ8y;0{>SQOHTfS3H)gpQh(7V5%ko2
zG3pUHoCdtZ93>GaUK_2qzP}|3R+g+czz+Ndc&6Si^?WqzO{?kZ%G=s9%I~+KDhpvU
zRrGH~uTPn6P{=^sQg>wHTm{5_A~-{)11UQI2I&0$*}IDbaM}0HJmdE8B#fE@&n`6s
zKX<~sTv0%iuAD6^smNRKz9wzRJsXTjW0;qG^LG-7WIfMrtp&(i9QyLrV4?bc!I}%u
zh5^xx*_r&fzw}yBs+Fg+9J(WA=nof%KV!N1l3$j(&pBU?5K0|**lTpAfWJ0qGEO?o
z<xIUg@W9pLTot_({}sLLi*tXVb`v{1pc^BYiZEa2W)W67JU-v8V$hAGHvN7m4lz7C
z*P?y097lZ8)uPc%@gu5S?hsSRk9>CS0340W&HfK0J2g039liiHPlmeuTOBLfAOB*L
zv;eU8JM`)}5ON2%yEjoFHCyae{Tw*Bg))3;?V`r#nT0;V&(ZzynuCxxZxp<>rLz4O
zG;v(!-9(EIVzS?(F6BNSx9&g9H-2cAZFjypn4j%Mc3w}d1-%q4Ni4+YsXq4)KM@_8
zI~-b<54xK2d}ZlKZf}PHN|7AB9Z$5nn0#=;5Z<LC40~qIsfW|`AnxtZsY9LL>qDct
zDUf)$zrSDXR&=nY(ZtJe??ya*>}t%N<+Gs+R%bp*00iZHgjcur2B5bYIQBvV(~|3K
zQ1KQ6S4Miete2NpUKw?5`w2bJeab%si-sEG5c1NW8T0h)#5>-^2fT#@2SWg_n0Y3t
zB?ll{H*&@HLZi<JNNhWt&JCeWPOjUd_UH7(!zCO$JGF<c4cy*m=`g58mr5L}UF4W5
z6_m0acS6dF;^r%wbIDv6-kho^T{+*41AK$n#8BX9WR?%w?%hUzIuv-+T5A35hA%N!
zu9ZpP@+aiQQ!|#2Z<kSV10{pGn~elct8f4^FW}Wa;&%v6t!ySs{Kn>bk(bHOj39<q
zcP=nn@XP^K>I6GY0*et;YT|Rv>2_X^$LGZybtQ{NY59PC^ADSc)pK2PbA(IP{(L>~
zD+!kTQD2qU-m!(8ipt@E)h(;wqfRXxv%0F|4^ZNz6y!;dVGxLppyx=2ISpu*()&De
zdv(`e=e;(DzDP>Zu-UCTZu%U$VaQ4_xn^Ue!C@HxFqQVPU=6({T1)LeTWQ2+^QGJh
z`1C8g{{Tw;owr{eCK}X<CosbDGaRm}s-mEzEY_o2nyRy2sI-s$eC`<tKyEWLH&4pU
z90MdAtEXK4wJ+L$;!`-Uc6tpNK-SjR*CP=mE6L5XJv3(g<3zsfd_}=d#TL9Cz&tel
zEK#K$nV6uYp*hSpN(R27xJ3Wc!<xfv$s^5sX-}cTxlGqwKaUj5PZW9cGcJ#R6SaSy
zwoe*sXre%+EK6*g6)44^G?rmDSNispMnpA1|3nr<<X_sih^Xr>xUC!B4A(p?pq=&~
z142%O+*Yi48^3cdNtdJBZd_dxS_}BEK6mIM{VbLa?xEE~{Y6%pYiLC6A=vE>jln9Y
zue87J{bZ+R{}*(0v%`F<--*TPqhFQL=yZ9Y93K*>VzL80uKn8)2s5~XkfJi{bSum(
zwO1_Gf(i#nq7@bpP#&8QC%NxfJyoxBJesn<4Ra^#jVQw3lxTNA5dm*Fz}zc%co#ep
zs%K95dFfKM>w)m?BA0JdPvNExCvR`n=7LP5HoY@j@b6LQV*@lG7N8p7_{$T!tysF_
z$rX*mWGwm#?)!E<9AqN^t%gNMNB3+{$lbc8<mPry+R&U23?ScMA2|X(-h?|VyN7{a
zlo*+}UbFR=+G$ioL_|qQKgNwTSxTT~P}kC0EIWl*_uP#Q%55UVskdIBcfNIQ1F~yh
z7<=+EGo!}$`OBJ4=2S$K<gE#ma1hxVag%=^!I);w@!Ta-3+Po&taG|iX5i|J-M(~j
zzPFdn-2+YP^;~m|hm8v6+CRA?^^Qv;3*qiOQW5VopNqEerwPuV(}wb;lF{r`KbK|f
zK{pRlSQicllhKQfA8jVugxR(M0swxIEE?Y7(9Vlm{|9zN%^#(jMsLDwd4(u{)77cN
zm(h7$w0F)0_uSy<Nffaf1j%rVQVG3(jjL8KW;|TuTd4DYp@N1W*Hp@+1Vq!-hYaRq
z>aUUp1s|48I&X&p%C$dD%7#C2q7oecyZyFl@~DB<P|uvX_##7PYE=X_NYpz+5WVQg
zy!p|US}I`_uH*kWI?JFcyEY0dqQHxklysMLHwe-xAR*n|-7Vc99dhXIF6r*>?(T+f
z`~A>SM`xU~&$FL9*1FcyllL5{m|swkYDtf~KD#jBMYdFCUkZ<U?_J729^PgfMd)AU
z+k^Zl)``#F>U*B3)r7GA@Z%qEWew3L88PSUcaqJ-B&9b&6W+UT4}=bZqq`(@r5?-=
z4G;*#H!3QMuB6QMUD>RphX<fEF9M+#7O(3SXAbMD*IHZ15(b@mA5hp&m3kF6ftmsI
zR&qb*xo`bSqf%2rUI#6m@~Pn$hk&~~XUnEzHt<U81KN%UcS7yZ{e7@Ja9c86cWmk(
z8QD1n@9vN@%8AmZ$ntemE~zZ@QZ@x08=J@O%OG4{^i3Fk9sa4-Ss66pFoM@1Xs<D<
zhF4qMcN7p1>08=#-8dv->Usac+f@?vH2+|J&uop$<x{ABg)y1!l|n%5Sw{w3t2H)E
zYtdTGyjcOgvB*`Zzd8d}X6Wp^XEwukf*3Jw`*~xZUfmCJAG7hfeST!Um+P87>OMW>
zaE<RHB@K`G8U;It^uAB}${DaZGEchcshX~_!U&$jBrv}%`BKYV&jbT(p+#N%5AR^c
z_9a$QAJdeSSz83O6dI5uMX(}l=XpzEO({t74*IrB;jJ(CtDtGd18iH?;ptzfpDa4Q
zsj|H2cnDsILDK0>FfQiMhzan&<%9F)rS|j6<m&Dzo{Ug_VclAFTd>(4v$9tjjS3tL
z;)wsb#fm^CN+sHG2G|0t8h`H7=GZQO(tlZE>gwtlUK9X~Q(S!H6uK~F>Ja&X>J@`p
zx%8<sk955)Y^f)bAd)iVXnyj(^wnHUOzaO}MU83*+jHUR=;-|T@#AX05!qU0eBT}n
zzOL^VkjtN9ByxC7k6u7{`PhMdDvwJ{IirGj%g!hzN#jbthq8L4;FtAWoKn#QKJUha
z)-FY*$%p#A+sU(bSt-)&n#kdFUPKSW+i+vyw#Y&Pev^_z;T3z7iE={62W*!S4Y9;O
zYZ(JHhGHag1#$j#e3AajC!(+ueuUl<5tj13s8Fif{Bbaz{Dph<bizoQlG@%T30sam
zdWd$ra<T_=lwZ4&)FhTewZ1!EDopXda;{8>02Kns;f+_cbH9WCN9<p87H`BzKi``7
z?0$s(2CZ#eAJ2~<t^Xq~J<`tXzF;T_6Yd<o%#`f%U|MU9(_wkphlwU+?APGk?4}Re
zeTf}??oB_^qBOEqJEb_RUXD)lE>*Ai?y7*(PlWV?4_8?4Y+PCZ?QU!gIjo6Y?y3DU
z?dH;j#t^%<OmAmsux}u2trKY#lEG0u{KI=iklvpmh%pRv)JS{iyO7*g2Rz-;rA{At
zEL>pcd6SSoP^;|z=(Xd(1x4KnK)%g_3UMffJ@PlT@{Mcw*_m~=yh%n8IT3OT_?y=*
z(z3|Vl~q+#G&Dz-eaJGmIp`P|jzz56;}BsG4S*z9O1fXE7R-6-OBZgfwss!so~%6R
z%|IJ!)qrDQj8-G-?%&i%^ws>dL^p=zh@}GI^Wr*XLh1K5J-moyTjXcsUL+Cr^=bl>
zti5$SS*%mH0W8w#OC$pf)NCDR>W^<zXyiz*ItnxzbMKNZ>LuU#9~Bo6zD@^Hxo^UK
zQF0f1j&NYv#p|B_9y+?+Wya4sATr5odssY+0QGE{H^h8~HiOD%i@neO^6TpGghKbo
z9;Cl1b@Zlz<G%A?!Cw+k3QFew(96tCl`5@BuF0t?9=v^Jm&W-xd}=FSbHFTA@tDG2
z*B{i7=@a;JE#|$pLl4;rzJX4l$^S_jxv3}1iJ-gdzh+je<9v++a1o^H_6YmzJl;%9
z7_t3ADk_wgdU)Lgtzw;}wKp0NO8Lh@r#)5y^_C++zLz}({|{vAf~ykytiI`kWtsy4
z=qZdzQWgi+9zGaE;#$-w8g!T+{MJ(+&e_c8fW<^AVWq+g?MXQrC)I6P8W|cW(7Y0+
z^g(N2S(g$J5Ku+1^bL52kTEbs1O#?%&+G)Otr@Veuz(;Te=@%oIL*h#zPG-<xY_T&
z6KgxCU;gBr8cbdnDSLUCn1a#0w0J67I3|C22lH9;F<v|*Xy${3S{ozuHNi|)&GBzC
zmLnAyZ&ESIE(CaPp3*+6O#>&!RhPmf8idXEY(^>WQyzU=EP<*X`+MAo&AhB#9TH1Y
zw=sE$?*j>=3ghvL;C2WSmFw-#3(Y4O2)p%UtOH6zKg%*nUH%YZT;rR4)7Yw@R2Ccq
zib*8!N#;XPKQrl5-VP;o#avM$POG`BTfc`nEWyi#`W7e)JB9Qf?&d-e`?glr#L+)D
zHZcG0#iOJ1F*@A^E0X7eV}BoOsn(hiydQgw5QHM+e0>km`=5?VNLE)}s;ON)rdpoR
z>z}(alF3V9!%43X_)!>j$N|<x%z#PI*N?&6q~i2H*oI^~L|rPLb`7WJw1Z^TnWrbz
zpI7E~Q+V0o(n16|+k?{?=YO^EzZM;*Q3;4zH!TBWV028(gppY-2ucVU8ymB0T*3IQ
zuSLz_h4eHVy$GsL@Fel%rMQDg#+sTMkJe3a_kq$-L4B#h=eU8Gn>!^Y=F^em<2=&I
z`^rivp=sR|2l9014Y&zrCX-5)V6cYi5}vI?3BQ6ySHjdn$F6tR{<OR5$PZcWj$69}
zM`ku7=3C`v*mGdVmH%`e`_&W$%5L3WV>E|*r|!&og{}2*gBnB27VgyZis({Me$0uH
zrqeU~O*Y7KKp@IA5$gR&Qnd;t64o3nu7Iz<5$DC^zBQa}G-Adpy3l=SZ@6W6=(_|R
z{B@vS47$L(CjW9ps6j~E-X58r=NbBT)r+7v5`UY3z`Z|WfxKBm9}TK%l}?m60cJ^(
z?R6^WcLHSy%hAGD&|x9tvHJV?(NR!R`c#MI@I0N_GEFeoA9qL=XuRMPu@Tf!$<H5~
z=`a55+5XJ0;diM|1&67LYAtWlz*i8LPjxBQx`7D&`-7bVGbjr=4!=;k-mbD7&5Ip3
zqD!TC!ui2aoIlw`#>zP6O}wrMM!|+PnSL&6(+rg&-yGpSJ(|2892kIwgCpXox6ATb
zfsm2StAUBXQi*DJ$1gl9>{sKvG7|O{%~7DLya&0&t}P<Kv7l=4H>tHO8kCFe+J6nX
z>po0HAmidnsjK5QG&Fd$vZcz%VxXhf<WekKvV$$)T00EEe?cOpZINR-o1-qf@n)5m
z(mHs`2ogIFMWtNQ=2#@KSS*FThtp3Fc$#LYv<=*k(H)lJli}2C6`qqKCyj@6e0A|r
zr1>slN!<<?q#wlWEm{d7lpll``1mt*lJF2=6e;ZirQs8r{R8=g;;=Naa&<)I{uf)n
zuglU`q0Y(JHYtlSLVy+es{rN6Lx^cJ%WuxW-gYtLba#-xE!%WZRcLiSO=wGisB1(M
z7dbn~^NZIVY+K&58RbLsRPp_Po$=G8dFj30J_*Fp&{L^g9yBIcl6SM6k<ro7?HP1U
z0gL|7h+Nnzo5zi4W6d`F!)8t}<ka>PgZa`D6wf_ve@3yTOiZXue`BYK_~}f_=5H~T
zHd(@DxIbZ?xbll%jkHx$UuC2R5dJ!y@#^-tU7gJ{6=_?2ZK}bTGiMtzyyOhuU8ppG
z2Xp@dg}j^f-_M@^PR5(MtT_f$iC3wnYM^&(lQfktQ9{MRd2AB40zE+<cmQ{HcEFto
zpPH1e-r~xtnic^TJ{`R>@IfLSk0LMB4<1h!?P^C$6=^^TetD0n^<7;tl&xl$Jv$c_
z#(0Di_Fp=R;8vWA%FJ=jh0iS45B=J|8j6t~R)}{`#yyDH3}S2Gr6t=0pAQ_JUm|xI
z4ZKR@C>W$Z`BxXd^|I5R{DeJI^DuJEXTe5z2-*2SsQ8|EXoRL-HHwEE0_qkyrLV40
z$?yBuc^G)2Qz|#3-kfF>uTSeK;u@D{5}+6#-7e51MiT7V9%DcoM1Ebhf`$FGl>5Py
zz1jllY=I`u<K=^NFX9-#8>7j7)k1VL@G?(bbvIvKn1$i<V%K%{ry%i!l@-{%`_NlK
zjJ={E-gkEHAD%e3%_^aY{fVwIx&A(3)4Hi*q4*!U!K|z`Ic9@Lsq7`%T;$s2K&mi`
zX{VCt>1<vCP2#=Ns)tiX>8kGE7q>YJMJ1(Acz7N%%<Fv5R|<4ZN0t25)cr|!Wu$fQ
z;W5A}tQSCR+*(8g1);!p#)Izz3?W!-UR+%8$+|%q*MJn|STFWTJ=kmtNeKzCYNuBf
zCK;c^bd+S7zzgCd04&0xt|=7|GSv$LjQghtOAV)@*5f=cRGad%sq2SD3THj-4n)YK
ztk;={DTYXo8z1HJJM%qu^h{r$vC<cA%#yv97PxH5w|x6c+N{uci?6Yrhko~RpD=+W
zlPY~Vo;0>!qWCWU;M^zMUcWcWdpBteL$icvh+0~6S(vao5@CEIVxx<nhc~nZhTO~3
zB6=Mg5mNc!zma4JJQZzW=wt{#7G%m$n4DQY8T|bP(b;X3S(Y9FK^|Qrh(n&Jq&_!q
zBnAGKFKH@D^as*!nB*JX^`!)b<IL}KiHn=?T&;DQFI0n$w!xwweTwe^U(@b!h1)5|
zrxCODYf7s4QL*HRYdGyJ7L&96SMyKkk%X{P$t=;+Mam=_c|v{dv^OPprhQ8^=F*Nz
z$Lj5!kvvkM(#|N=0)d96rU$1Js^8`0Y-Fg!13TNn$<120wedr}a8ur~e=nM*QLPRF
z4^A8)dEdH*=jT&`b=ux)+a_F3i?FdVC082Aa=x&$Mc)4i2t>tNZRtHdJ$!Y~;Fi?^
znq`o!aWPaiDj&-g#-(+d+R5z;y26SL5^^K*D)V_oo{K(`AVDu*!H-LiyG<_F{8r_M
zvC87=w(kxSM~=(Z;*Pww^L*k`C_nLeiWDVPGVz3L4O(`_IQcJx^UK?;QbUhoiS~6*
zMjcE!e<UwnMD(MCU`I`?>zkrbqT<E5;1#!f@754}{`9Fck#Tc>)$5IXl6OV>ugn$k
zwDw@|vqCI@k3|kzz)49Yz~V)8a-uSYBVuY7aFZ?GO3Jy`7%#0GYv@pxWbQSuiwR*h
z?vov@dU>N$D`(c9^~jX85o*Wave_~rG|g<9m}YaHQntSfaB!hTCfr=}Au(BMLx=V$
z%xEPv-y+3!wD?MZHu`5=86xkXiTWRcqIJKp_|^_<m0e`YD8E<Y_8`G_tz_BOwde}j
zjuty1H*5Fb#W|_t$qd5Tz!>XsR@j(yj~TQ~l&iKI*`?oj-H)eUf7`zW-c4q_bisgM
z^F4lea0x^uvgb`}Q5(&QX0{zCTyb8v_=NiDv3bUjErl^<I1FpD=1&3pKN8I5d8&fY
z9hhLC;NcDD%kk1<J!!4C#Vir7H93QP?|;IVTP`UXaq)FvV9_@)xZbxEM~0r5nCKfE
zB%!4(8J#5g@;f9f?4zx%Z6b$_Zbr%Ll!EN}C=3CVz*lA+HnqcIbv}k9FxOqb$#8S?
zTRqIN?S_#$Nf@Xsg6i6#2<_@RN5lAeb}w|&xXGs58ou2mt3~qCQPgx~V>Z`-FY53Y
zT?7l|+f??v1wJOU&!3mhu^c14rMmZ<jo~V6_=LtQ&dmrr-giQ1i$WG@noWb!-KBm%
z?w)XYR3u-`sfgNbA&@B{;ljNH^scR7Im+MiJox<N3M>c+RgCOv$g!O^4^MZ(DE$R>
zrncs=#BbjQ9W4}%i4*b=hXr+5$H}v5W&{>4NJQ+SM<rAxK_JAY7UWL?T<X7k>|Jdg
zeg=M+Fe3i{!CFC&ivsQ-+yQ^};Am*?gwQbksxB>$j|5)8<ap5P_8*;Hu9%p-sANx1
zGmjDyQgY)&b_yR7QJndfI-jU0H2DdP^RaJ8RqpqCOP=#gnqDklt%0<Cc$2_ejdZ^d
zC;AH*Q99d*u!ywzKjqUvPg`ob-W%jfr-cY+t^u$BnWhv;EK#5T%Ib-TI!{z`3|B4g
z!e1bMn%qTw6A~IKE+xg2SFK}2NlR;SY;a8bZ_!=acu@HI-*0_*=!&wG$`}6j-OK3I
z)FB}C9t7hN*O~yz5YY2QwEMxJ;<%kOH8HQ>KF*ixynBAQ2E2K_**iO*-c23wyN?8X
zPpNiSnq>*_boJh>W;1W1T!%B{ddZ33mhKby_0nJb^wbFabaB#gdi@<()TFSYMy3bj
z&(AuMHc^?yBrGLq#^t_X3`qieb5`@+#H7D;^0&K0ljGJOH-+*N{2u7RgljMpr7d-m
zb;z(&q1cXAUG~OCMN(S$m;xP_x2e~XX8duo$IJxpqIiv|#u+=gcw{o8{!9<#m#7A+
zpAa$;CB=#FX2wZG!9v*v|BbT73&f#uekR6m6C3W=`;o>Wl{FsJuiv3>(vhP;7#=PZ
z{rML$Cx(Fp&BU3udk^`*sXL-~5FB%GGE-USAqVQTSzC|0J^kG?DP1dyhsYy7+4yc}
zy%#mYqL=WOzWv!(V!=+PIk58=8V_DPCML1t3+_+Du}8xDG|+V}XTBgm*uPX8zLwiV
zED_qa8%z<e@csMW!we7DFJyeNX>rsiLRd3RnMtvFeo4rvLtYWeI>2Yfi8odJ9I&(0
zY3#st(ss(1?y~b!Uz78>g#;Fb*!2l_;XA8xi|1Qez6-QMWHN5YlfB85=5Ae`%bj7V
z48E4pz!<JHnVAx`Uf>^}J;ZpEH7*9KP+&G{lO#X5?eH=fMu4h(1SMW7xa+HD%>eEc
zDEo7Aay*=L@(82Fz>UujYSxxo_{0BzDjX1?z*9fcZ(#tyT|y#4m0(SwyV*<lo62Mf
zGe7puhaUc;Pyzao6zuV}-5syxmsXcLgbJ7Ef`15tk+rQsD+zH~g1>DU9$2@T7C&CE
zI6Y7IA96;wvo8W8QJ~+pt;$ZtH5iexy-8A%9SVbo!?NYNMzw8^vs}(U5`9Pe<_%G1
zny92@9YJjW@OmfAT%!ZEnd8yUZl#D48vB`s94~dqJKmrC@hoQ^Ht&ig!izbbeGzcj
zZTH5A+;8cKk80e4-FE08ul8X6Hu8<z^i5?DGPJ-~3>04)Cg?Y2I=2U<>w3BGlN)^k
z@Y-robb}#5IShdtw=dy3m$F?wVcJJ`ZUBWBB$Z1_X7K@71k1}ALjIf8uBlf3EJ+5%
zoZHLfst>*T`h6y1j*#%LxJ*l;*UKdl6Ekze^MKj;40dpelW<vZiB?eZ<tM>=(l(4D
ziZi^}!l^E;`mp-<%Gyqi&gS>Fr7btuAHs)r-l$O`M{Z!c-FV>I%_Ga;)2vyq5NUcG
zPxD1;%B1s%%gf7WpyEKQ!gq9bjuzA%gXNn}R}jjpV%LY)?yV0#Q(GbE)FUPzWx%2S
zzs530gMy$psJ}EtQH(9@{ZyGdM;@$N_kqFJKAN+c!_x$DN6|0u=yJ7QLyZSG#U{_a
zReIMiFU2)!H}!n6a91wrgH|_lpHiF>nHZ{m&+)A2$0+1FxJC@`Y%ij3b7-i78;W13
zk;Wp~!A!RQMYxT?!JG+vqE3&l?lNwKAw*+)B>*)_uJzc?b9OIhM*RKDDBY`L)4Smb
z4QXg&AE_)0G6MJ3suiB;Z%kjmw43CcItc9lH&9M#kM&M~xLr;mqJ?-Y=p?@+`ze&Y
z;O<6a3KB7{cS2mW`W}D@fo>y*ETwPs`EA3W?1loY2KA9(y^PJvv=!t0X?eN^%HTdR
zGA&OHK?{xDkkRt9k1_J}TN$tJQ9#6T(z+>gFylT?@>UL>SkX4#P^b!0pKhwQ==dI}
zTd-I{st-?L1UgczT7F5CZ2Yr=ODGL_&KuG|8q`Kn`5BUj`l*^P_fr6lLplt1z9A@=
zogqo;^T&W0{K;1T)ziG{>bR+?DbQ=YSCx->wYV!IuOs>v@XrPN@5(-81=0}^?GqPg
zKWfuVVO%jhFgp6G5f>|85C<$6u^AbwSu@^11yNb~a1KO@DEN%tjGM1ZUo0XcutcPm
zDE|S-jXbmyG*7S26m{?tvV}k8?R!f9J$013nO2j+n=1P~x0Eg<KQY36*ua<3S9Vy$
z>9{lyE6dk^C*Vir`T8D=vExBg6D2_k%Y=1~sXm|6e{MDItnFqtny_lxdzN8kv*W-U
zI=ZOcqlTGCih?n7kLHa5)YHwHFhNGj5`v3*T=J+d7zaN4Yw%H-CDm@8e^6-S)xAMK
z7w2_JM@G=<y=rWDHdchiwjpBw@YQrh|BK=4i8654idH7}JKL~f3&@&FeROnt_v_v#
zS{MaIg077PJ#@O0ef76aO<GF=9S=`vR~-DE*KwMG^AF|OfKz5>adMHR<zL8RP;fF)
z@n5bnioR*IanaV?S`=_wWR{NAiM;=!GDe6Z7Sz<VsDI?nKLHH|R{=L;r!}iy%}`|&
zdAwU(GwV46J_uoLZ9=DISLSZ5Hc6xBwMAj7ZKhHrTk_Vz;JC(@(O9+|GU5Y!4sKCo
z%sM|{6AlMLGT6wk%836hQXw;sXLK13i4|y%@W#%cU6)l?vtELU0HSMzp8%Th#N_1p
z^>sJ+0{qeYHhZd09vg1F_-~Q}B+S;wHM7{(hIs*1s!PxUYhdkXG@Q&zg5BHO8@REd
zTm7y+90^8LRFsC6HV{t(!9P44p|!P@l#C4F3-5h5rq<g2zObeyUptX93Pvk5N!E%C
zzK=kHuBoYLKT-zdx%V?iQH7sH4gw8=ZBK{sTDXZuUI^rL1{nu`g2X({RJqw>7jgfZ
zjBNI@S8E&iSC~#3F5hx7#Y7FF@7Z&u?rKI<46ogOzdDdPK<sir-y1~d7-@u-b|l*#
zEzY@GcQSdhaLU-QHHSI!8L4|~>^f2(+$Rkau@rHgKE?VGH<;>Mq-Jp4PR1VjB&OjB
zUt*&(@e^u`$pAGhmK*Ij<E`E)vM(WQ{*UnNoYKwj8=`%S4noW@UOKovzKlc*loApW
zpmooLJiTe<OH;SY!K5lcc)EAuZ1m*9zWUYT!GN!saMp!N-3V<tUxMa!iJ#{1?y+US
zTlj6nlzslZ{DjxHnc59?(_71)UMD&ty)q)*4U7C~>p|K&CXXI_e77gL|NQM^wwsJG
zA6x$<+Im2T*GLyHUa=Nws{Tq#TmGZ9sSQZ-nFR&G-rhd+i2>gLc6DWCg+w9?7+&J3
zOY5Ov0@rgQWGRel>IIZdnOIr>31AT1!cHch$M<??@LIs0KT|&KDeA-;4y0s*bjqn1
zsS+hSU?R4jlxEj~R2xlfJ=)kDKK?0Ew;ZZJJ49LJrhL4I@AA6&=%mOZH@4Is^Oa(Y
z;=X0?2Oe74Yt-C%=92wpIM3se9U6wx#=eKHPM<a<jp^p%wM%^?=Rf-~DlV>ngA?)$
zYVJpq)PQe~V@`zt(6iWQGS@rQV|Bmjtm%f6tEX;qX9?f!)GF8wpE3R^A*i%waHqKG
zkj=Yh_%Btu9+Gv&5KF@@UoY$*OXTR3js+-^+0yP@R;#mc!(-sGoH_(=ZFoDQR1M;&
z{w?F0w5{Ej?ib#&$?s{>l&DEUG<yD7kHzu6tbDo*;RxZ)cN?KXvi93~2=k<*2)sG4
z+Na1NfwSEjP?%_a%Yz9HaOxJX!zyp-&MNi7DtuqJ6>rtnvMtOqk7ljPD{tBd^Qa9h
zERLnG;$Up7Kk9*}<X^E$;Q92H+Q|-apjM7}=h~HExg!-e{djQkv`rfD-3Alr31$wD
zB2V&Z85odBvR=X)10`?AeWR;~0nNt!<$m`cJn2K~e8FZhCOb7XH3qFJ3uF(B&Y_^7
z`i6&DovCs6Ok)n#))=zmnZ9Lm^Crc{ep8qXPPu=)J?$MI4{m#TfR{a0fsil%N}BH{
z!B<dF>*%4)Y$44UD8X@kdD(qZ)rV5wnY{g-Dl;uG-iQ<w4!gONVyU}5@SDZ32BP3(
z&2f&(lDv+WEX&!P1XADqrBm20rUrg5-FqSF(GWb%Dwj>mH(8m@Mk5LQwbWJ4vk-{V
zS;q-`G+;+|zGbc-YQxU_`NwehLr8oX<Y>Rf9(P0lS$K#xRW``>5mI$&9CD|h+s}K;
zh@-0d>94)}Y->tsR`^JA`+VQe5B@s(24LQqSIXwMllv*;zs<S2M|6q*oYtuxn59!A
zi^h7VTi+yT)_eaSvY(8N@4WW*<>4}x$N`B1AEuXKiI;vOxEC<pD5ILJ)MU=ti`*vG
zdr`Nw#j{)9YZ)j`%*$p|9#qG@JiYf7>7A>XbxdP@g83!bKW7vA?*{1ZHc)pvcHlW%
zd$;7eSfU?2q%)8ILl;Iw;=SEzQb(DVMRs;$6d=#o3K?8^$SEm_7#Zyb-F7~ZaC76(
z)0d&((cYc+5>(XH@tYmhM(l!9^ak0een5udDir^Nj*bpQ#LDgWen9^8Nl;F1Jl|QS
zWBh9Cy!2(1|CL7}S1Kp#Td#lq_TBv`|2}7qrryHCCuDmn1aY@~*`@d1N@(}wMIm3!
z6bu_wZyVdd=hk7R%*_2IHN~niI4|8bB*L6mrwh6J<APctM_hUQ$VfZw+A<3(x<XXj
zd+>Gge7;uJeBniOGJ`*Xck1o6wKmF1j=&X~T?x@FGm;X67Ez*5@*0pHu1I2de=6*R
zVhs*d-5TKn@jXOl7X5f0fzD%!+7@RhJ>?=_8<E`BuQVWi`O&iEz27A^x<1npcntF<
zp`e0cR`Up*m?Kn;a+wIch(7+Z)<x6VHy+s@9VWR5sd%b9uv&3B)aVI^&&uRWn25O(
z;C1ri;0o^?*5ixhf8h`i5Loi)wLtS~dVroZY-7w-Kd|Vn<5Zk-x@qwMlqYnrS0Pas
zl+7O6?(7V|oe??|Az7C<%*;mrz7N0}d<QnOQH!CtaaKAV2yds9+0TwMv@SAUUwYS$
zHLhHFlai94VPJ67Suzie1pr^;<;COC4ly2y@6LM>Z0L)*79DAJ{p+PuIimk<pa9KG
zClZLtUtV6ec6P9v32^L_Seu%fA`2~MD)#$lW|S;j?+rmege4>=d*_c+!6^>s=2hPy
z+p}zk{acM~EGFf{*D8_T-K5_`)-}3?m;5rQ$0cZ<k9>CIGJC;u3snx#6As4CVcLU2
zhM6W-#5S*{s%o<7o(CdD$E36lcmPq_(<9OYE&KHtzfW`@y-S(R=36;)g7dtNZ46IA
z{;XV+ljNv?$77;T5p_6Ck2bR>lVSRc{q0nB1(rHhbz>Elz@BQg%nZsO9058}!zBkw
zm01Q38-)PpTl=rZ!#K^+wGO~jA)ydAP`VqcOHL$6DzV-b^dkx`tcf8?*h)iC&xQH$
z<TY(!%JAt*j}wq;z-xbN+x+0t`R{jY+jQ^HMHilzJH0RjgzXh>%RJ}hNBbX+cuKdm
zKPp-Jf)U==Y_Z>FELe%HNN%osK)=_B_<h|!X_K2<D<sv7XSLdJG*=NzCK-QmPC;Pz
zxLk*dk264Bq>O@v(*F&KmjyCAg9)r}z#tOX+mGiQAPIu%PEJlpzQ}_dWpYl=B+zZl
zdoy#_q@r$o_y;Y%SaCZIr!3i9U-wZe!uxIccFe$4{pU~4{D4250(1$eSXkm91_5)Z
z&D*N=DS(jt586=w$egz(fAgi|%UevHQ)G$xfHGH%)B#7<41*s`v&#X&Gd*aYRmq&O
z#P!<%q|jhXR`S!-H*xH+a8$5dH--a;B>d|{J5oUzPQ8Vk;|zU1cM5Q6^$pWlCwZZd
z8HCr=RVLlaOWLq8@2tb6OF7_A?rLh=^$@WPBLFMc5YMw57s3iw3oHG*q~gK4iGc;T
z?~(gI>aJk-zvlKY+lx9cG`1TMZ0+QJc5_l>uT9v=QbrmPl`A_D+FuJPtU`r{m;AEN
zt+0-IJOZhsGwkq1W^1YTt4BimBj+G2b#kXeZ<kw>bDgpI_Rtj%>GK!YmiWd6DUjLV
za<?9s#GnIpyW#>vcDT|jH{FLIF!H3S(wn*P5^A9eUzxx3#C(FUU}J-mDjX+8-rMVh
zAB}1yniXvW%0)(l0W`G#-p4{H&ZlR!u$D+wil$?J{}u+e{dQi`w+oAl0N##gGj#)w
zqyq4K&CLV6TCeTxMuHYuXVn3-<eeHoc-?$vO8V&K<pp;4qGYbjtgPLOi*8d8_B5H^
z$J4e^B>tzrHOg9|Vb=KgzWkeA#;U3Vlzpo_#WwE+ME2&)7}@Qzx0-5r6)g-b(%fAs
zGvJ$#>JJ};H9BslBvdQ8;m9jT?E~Z)^dKDYW@!ji{TXtqm36DPjfG6V3PbdpTUy5V
z9Vmxr#%gb64rdCg-Bab-Z(XK^I8`pZP<evN>;60@3Cqb2uMGFSh`-LsV!7Ak%1lQT
zR-!dX1^oKOY<s`P_A;GDyDXqs7Pr~I7jgC>B_5gqZ+F(AT)ix>gtTn+F&HA|X7bjc
zt&GIz`Z9kYQ~+936y}S*uziSV7SZf?(Na~`jCrS?s0UHD)ul(A9IBQqbI|V1h)$@i
z3fW(gE-ae$56-jfxe$cP<gNFumlc%AP^41Tv)$XQdfWnYPdjQPU&n>Gz>_CwLRa$3
zDyE_XXAZwdM2W`NGCo(o?tz8SJt`#YUOc3jl$1e|NS+Sv(^fs}(VyPHEig1R^zkIf
z{^)LGWJE<(711rMv5~9w`9{s}(J0+?1j~k*krCt`S#AQYFa9`(rlzL7z5RCu<~uv~
zZ$u0XQ4bHUeolwr4M*;%L?g?4k9K|-%b1|Xw0ZFPO))h06Kqz!HH?EpC$(wxU^rZc
zHENG7bI6Q`cVh*jv>7wEQri&lMkKPDVYEG6z)R2L`3K2S3{O%+lk_m7BR%!^KZF;D
zWsDuVoo0dRT;Jd+$j|Q`h%uR)e@{|v*7thFdT`TAgpc{lklpc2(-bR35<BtGva@CV
z1X?X+JUJzzu@qYljj_V1!yPuQvuPwMc+Z}=qy+sa;*q`}ur<3}o7<r#$=;FemTD-i
zkQ_R5u>MZJr>A8l)~ic;wN!8lk*<RcfqSP}jX)G?O8R=L$BNAASQ5?inXa%I*WG<o
z@8F8U+Ab1!a$!+X^+Ni4Mh255(^H4ZWP9Y}RC<)1UIY&a=J#qmj0EF+vEDYGAFZ^c
zBqkaUNZiUPb64~EVM}ud#`5K4(j~x2b<0_IOP_V;^e3>dIQ#YWiGjq!pLM2W$2lGu
z-=?eC6fT~76R9k)aB7Xm9{YPYH!TL^sG>n9^0u37`|jc4^5yXq$*lMVEKk52>k~+J
z{_?1jmX-z-OyPIN?V<!8LO>4+$YIQ5Lo!H4B{sHNOCGn&cXxMD$;n(tNFtfv*A5RQ
zLE0H2BI1YFPuMs(sL04)RaLQ>jSxp3ObB0Y+g>Z&=WVO;T#1u{!$*8dPP^>3;dd31
z6u<SaOEkk~`(Oh{0Sda^t@m_{$LMk@97<hGTzx#mivLa0-{t~Fb^G;S#h_=wDQ!b(
zQbn40!RA<|MAe68!iOIZ3A-R&P%Zk5)A~7Q0$Xk>Hog&mY;tBMLf%B$c+LS#20c$!
z<1Ampdq`kx_+AS&d)kSu^J{-kH7Y^UdaQFY-i?P;xTi3u$HjHdNvCsX-!`%G!wZm$
zmd$<=<4{eD4_Hu@Ftr=Mh-A;{Kx1YW9imP9p1h!~%k<%Q;o;M?b{5;-CwB1nrw+$h
zYarz~^{7=$eW?0O&~n*i^mx0MrC*nS$eLMV5AXL^C!iC@;^>?*U?lXtpPRe8`GM5v
zCX-ccPXKO26m+caseT2{3uQ#LmHE&@18XW7Bc6Qpf&PJ^j+vSGtLoF>q^CDM<nKfg
zj*n}yNxdSJrX@(3U0wKOJ|+!yM-FWOVy{8F@B1aES&inZ2alz)pDTx#GX-3f_b+<T
z;pu0=?2zvtM~CJ*)B$UMX|5&@TQBwvgo6L8>jBqE>!amNnbs&!4~NTh@+j=;^$#4l
zW*i*{zAWN=1iJ0Hg@uTGbXjl@S+!ha5O_URtdlz?bC`w4K5mvaoj^dJX$4A~IX(N7
zPog3s8(aE`JE^^p$^E%j5AJ_`=RkN}b+z><@9h~Vxi)B=kx50gNpWeP5kS*(m6CP$
zQo(OhXe>Zd$Vq4}%AoiO-2?N#?laGF>F{n+ijr+#_#L}L+PZSvZ3%29wIoz$lmuSh
zgm<es)^~O7THWly4%z=bjt^WxN46x_)|&oz@p5v$6PD=AJ=1&S#LAu!lXgu_D@~^I
zOJw7-8=Qz<vFvAMwPacU+yDSfOAG+6MlNX%_0<SRWGxptw0_UipK*KpM|=9YFY@}Y
zXu&~{pb$q@<Luvt3nsaW#sb1H3tp~4z@3G5LwC1wrCnwty#+NYb+O*y_r7IdzNq$9
z<hea9$Q7@Ye#vLzbgQLKC_H|oS-x=PUP~Dzgi=@cP|V1K)t9idhwcqU-uWE2|4qZ5
zn@jTMX%R8QSjuvfW0jEy6kE-^M?3sT)uXLHy3}&9B*4%~&&KBIFS_JD5gOFfBN&1E
z@E=K9D%=LkkbjmiyQN-Qy>mCsjeF8iE<d}xg<=;Fpo&XKY#ckSc0L~%B)Z)@HLMnE
z`Q_$@1odt6o_zTxoQYijAVFVf_QQP9ljXT^_K=b;EQ`>K8b}O){f{2-Q_HJlyr!n7
zQ3wb|0iaDJj_C*qxL*EU!dwmqK?~X*XYDZV;0N%--xZg{9POl{)&U*AprD|uxyAo0
zFkmI@>OnkRJO4U0J6q*+x}xJXe|x$*>M*M*>hkmb+eT~kvje;INz1S<>Ve+`_^<E|
zO#y5bN$<>i7e*p&P)ko85RDn^?OCEy%L8044Z#>h!_C|wX*di$D;kao_u2gC*^oNo
zbFx4OlIRECQjs6AGQ_NLZ=rmA-s&6euI=-p^1q@s@dZKB2QEl2E?$I+l=U$2LZ7!d
zc@+cS{90|56*YM)@*igch~3zg4R4<ilhKuihbdCaSGd-K9{;H(zS3K^cCZoBC@~6M
z;l=)>Cl`EtWQh9TFQ^>lH|euid{2uR_0uPdBG(bpga<aR`cyk|qPK2Wcxm~AX5TRt
zA#}xms>-1p1UMlgp?~(c3cV?rdInIDM)&6y-e0+_Lw*dv!PV+6shEX@Z{tc)ZdJ*?
z`n9$3iz4PQ3OluzFLX==ZQ~l!Cuq7-wLRb9y!A=gIN_`reT+}QBjvVxrv$-Um+DdB
zcyMtMZe)60$2xl2BTQOs;+n?{`8lP6{_mcTO-$@tJZ%j;G?-Oz(uPUfCX))P|IMh>
zS;p18=B^CjTz4klP&}p~tgIL|q}w>v3yxs>rceq-1w>^au{plJz8*zuC_St*5NUFL
zo)h9}4gT=&->)x^tFM)S&+=~M<jPtmhb(hY;_#rTYzMGNw}Hp_^Ed|xQvks$;rV_R
zUf?F#I6jsJ!+mDMq0d)HB6*Yl6zl(%M8(iJ<oi2UjTgM>Em~xHhbG<kNHThxg?NdF
zy$mv8JKvY_FD_qB6gVETvRcx!yI51bR-`N&wlS3WYGM|O$ve6}>%Ru+J81Iqmn{vE
z$qx7QEQeT}o_@>2cSh<LV<7*L+Q;`3Z{|h`4Gm4#@Weavw3+Xe9+pXciF{)XO+;=T
zQR2oT?|h8!D0iscumkM}D|$8NuCBRxn20|M2{)61#5rD;e$3`)&=hB7*TniM((1ER
zr;U}Bg0}{=52%B9uHG{AT}w&Mu4Kxf$t5DZK!kM+-@f7oS+2Ny*FKvVA103}O=Xr?
z9e9p^UgZ2^Z{O)E0&SSyy2r&$rFqLIBGU62M{R9yiW`qU)~6|jGm}W^?*6B|+<5zo
zU(MDQTh^>!5PDM5Pvi0LB7B-3m;cTRSa%~3)LQPFp2wxNz?rFO(a=P=Vjo;{*;cX3
zD`7|Cv_dmx?sC6l&=G(ghwq%f(d21x3w3*0QG*pU|I~0;+Vsx^S^wJV=5jd9juOpC
zv=NU2x0p@It)4op^6DXw(eXhWQY}(8shiEd4!~Oapd0`ffuUGI8`!7=^`^+MVjIx>
znT_(YISOsM-!41B`dTYJh~0E^0>Bk6r>(zuEO~TB20x@Q8_b3)D=QO$lQ}=`_`seE
zBx;;pUExlVTg%CzgksW?dus8l=pys^->4Ekbj}S0nQ1meJw11Kc{${p(J-dq%EKZy
zn10Wh1aCo7isJ33OTC8e_!Jk{?a3boQ_M01ld+}T7|dp5n0##TN$T2@lHA5c1anEG
zY0%hliqIcE0HDD@*Ph#lG)wscY^uIRK?4J({}k-D40rMm&5*CTj&uz-Sso`=E*1Jf
zHLnlJB6E}=xk%>jGdHHF$_yv3iGW-aK)wu%0-RbfrwW{(<n>gjB54J@K9e~~?mEkD
zrDo5Fhp;7taw5hdaRNbOm&G7AH*t;&QeNIO*Mo@4O(AuZ##mu@gq|drKq9(>L;W2a
zCsXM#k?+tXPJ*PFXZZZOqHA#wDouuzq$s%hN(39njeBo)COg*kjyhK=sUy>mN@_fP
zb$6E&Syir6pqs6O_?tMNJ?t;tkEnVl!gTBqg=rzz16QEsgVlvP=@=K*v?L|DiTKRZ
z(^S5ngZE?i#$xw3eXfF$VoxA}rx=iIS~Z`O>#R#wR1s(jXO%_1zZ|vOe#{8TFFAIL
zlq;LHp*$z~G0ZB3u`4HvK7a9zgJZtR@|g=f!1etWPFzfEY>q!v7v7MPl3vxLAz%V+
z;obRW!{bTQsA^NmCMQKVf;K2kz$oPsfQdi4eUw9UyXg@Dnk+0oY1vXB#954A4bUX}
zR2<$R@;N!Wpyu#%sizAcH$Ruy&4{3o9BHin02L|EhN1cKgKR=|-E<VF5bt+KPd?S=
zW#oQoiC}ov-=g>lYw#adg_F=G`uadmg5&qJ$u=aN-zpNIq;0gP((-y{ZGFL9+vc@j
z%!s&gwY6iHQ;YRUDu}s>K!iF`pWjVaXLpo%-#)YBKbN>}P>@~O61$w@NybebI`vI7
zv9!tgJ0{8-bX`Uh+&2O<sKNbVzx&Wcz}hJ{*U<fb9A>Hf$#G$k8@Wc+{s0kKxUutF
zN)QzobGnX|H5fk!hV7e!_(R`@%hJDtlMw*{G8gcw{q)9}g^jO%qmX=~*Ol3d^6!A=
z@Ga`IPZLA)sjHvLw@=(ZU7zKF-PLS~H&<H^^XpFZE77Dt;^*Z<H#0-M0pUo8`9Bt}
zE)>TI6m4$?P$%>2z8Hbnd7z9AQr2|&JyzZgYKxC1>5jGJ>UK4lYPCvHDYLIAe!k7L
zXc*=sAxXTKC&-I^Q4|yTWd_}`)Xoq4d5_ltJm~v<V3Oo`x-tw@qN4W3k9Dh_o1m-9
z`t#>6VK=i8)NXNocW<v97)2|ntMfp>t%QyaDu6_n%N?wzuSV=9CMHueGfW_V1eLf8
zAWKdfcJcq&c2nQW`gXy!gop(A?m}bIIop%tq^}4%SmL?Ljq2P?P+Ae1PNXHOrK<2u
z&L~OScBs<TYa`Yz*}}_~xhIEQVfXCkrT&<UAbW}-B&SdRx|IA*|CFO5TaB#N?tAO+
zOF9lP7komsv%@5&SZ3UM{%biQKdYc-2i>9>I6X(XM5n>D*PA?G;B1n7HqOcn(12Xr
zTm^%sxm;xt$<3~Xmj|+{(ki5ea)$A;Zf-cGC$SaP_QFN`U-M?Y^Lyv!z^B?8D@yPR
zPT5cD`yU1-;j-DNlopgEsemLc*mULPg;TrF{m|+|VK!9^?ZZpZm<@<-l6L>3NW)gy
z4c%$+@$CeKboAU`m3l^p5*hur?mC6cb`eyEA}K_rGS%h29v!K$S)Fhxn?%BAN*&d-
z?d%y13P+AYSZYF!368$yVa>UN-P{F-pr0ZcfyWgJz=v<-BxsVen4=&@=)th^=g5zA
zm^JtJnd-j!yhLuYOzqlG?xVWHwJYygv;mslFMWAJePk^3?uYBc2Pw|n+}w$|xxTCY
zNzoDx5&#cj)azkzJX+KA(h7p~fjo)&jSy<*t!UAY98HshoOQc1!*Ns!K_MX<%TBA?
z`*|7oHymIT0NTfxgapy=-=p3dImfN7X@i>`sILxxr!Uo65x|$Ji3$IFub1RswZ{n|
z5I@iS53yKw9nx!b{!HREHZ#`F!59GjjEG3#A=s78&A`f=>}h6ELdtngLf5Q~56+)?
zl;`>5HrBL1lEB;>dCyTuW_Hp&l5FqFVDeoV6460q?$(3>+#J_j%<r^t$_v@~*E5XS
zh#RiLB6(};^1R&K4^09p7T2!LGO|lI7Ef{Y@Tk8~s@~CStN(Qd1teV3VPs7x+3<A9
z)Yhz1u!bk^uwqFyyZs-_*|FgNaLjPPc&fY#o`<NAf$hLmgO9IDj-cv~84KQ)p_NeP
z_dgaV3wjE$Q1Lys#o_4ni8z~vmcB&|aEQ4g)h70FH3d{wholYFVI`-{L4<u#{f!eo
z-`e{*eV>-v0A43caZ!pjhhvj7oAJ#;mtpeuHP~Tly6%(x_uqe1L-eFV1oM(}P`Pf*
zkENggeQaZ8e(WsB&~Nz}!<NXS0f+f=T$JGaZZq<7LXsYZ>826&1}9RK+%J^QIxAPn
zL0;!@FQ0;T8^_${Zy;)xpaAk25wzNPblA6G|44YFYrv}jkUBTd3}9;i*Z8XnVB6OW
z6_k|`*u0y@<8}mus&;UD8vIF0!%D4+#`$}5yx0I{-5`62K#o55WNIDAuo#$ep5}Ab
zd3r&|z{t$J33j|&4ZG>R66Hif?C06SB;O29cooXe%QtrOUPSW7C#f8x2#>z9C?Rw1
zBTB_7RoDKAO1(qD)Ud}NjHlfM|CEHi!CUNEYO6Cp|6RFl#nuLT1&ea+#cfKHT%8#u
z8goDDL_PR_-vjX<+{ad2_S;0Aw%VbqjQm0=LHYy6+yDNWt&iOz+0K><W}0TTw50W?
z2L7_X8cM22LP2b;<#?FiSThRrE2E9SF{G42Gv=ycnPMNyHO*;m#{CtIgI$7kAcN<M
za^;GW^yYG>vC_iry=zMlAu0n?jE*6BUJWOLn;Unrxp}#hZO;!PQHqf2e1{*kPVzIk
zxy2>17c(-+tfHazLM`dVb?IG0b3tJIpF8UQAIWB>gET$OoQ%MVA)tH>L_hCKO^sk(
zL5eZ2(PF>((7YocuxfpHpeC11mjXKny>C6lW=urt{O<+G8C=exdo(`xX;~fRaum3W
z*&T_X30HDTRVgBXo}3ZDc6Pckl~HhA5oAU-A3fBMq$t!ihVNc_1zD0?6L?E%W3&AT
z{#aR&sHQS&#|u%L_F*6@&|%mPv(El=Z-ZrhaA;^}Z?Dl*h!|LZ0BMJ_vvb(qn4{B_
z<N7bmO3;448#%kOlL^K7`yNyMtBT6!vX+~LpdQd<3KmUA<WB)U#KZ*nN^dq8Wjy8?
zlYS-;3`iqBKuQwqL4W0pj6YC%@iapU(kN($CPGY_`1raeDK4qe+l@JFG+(Kf#AbmF
zia^7|_!9qp3O)LdZB=F9w08M9@XYEMpDso+o?;pz3<eX<&wDd;4URkS-j0Z+g~=$Q
zp1WzbPfz~>fu%f{D?Z)GxZ-cXynL(qmB8J@gNnXXKl!FZV7PZ~2-Z$bVZg%nJY`MV
z&W<@#Z&$~_AQ;%31(2f#p|@<`Dl0P&3@nTt2wl03nO;}dnTc~(Ce6%{e<>_1*R)10
z!NxmQ^=R`LjL5m`l{Fb16)FQ__*z(s-LuRVO9vb`r#2yH=g<E#9e5OMkU#L<&JfN-
zWr<}9&-Q@@Mc3sh|Ek%k5h$V6ZTrc(IEHllm*KHCjYm%Dd&X7Ro)GcJXsrW{YYVr5
zwqyNly|ekO10MR9dU(}f@GtcBP4l4OTBGOJ{~o31Lm=rSRI6j(V~0r%ZyWQmg1%Jv
zo8J@p3i{qXES8D#;w6FmSVxDb%4if{u3{0uPddOzR>souBp<ywm2PCdTA#g0sYLf+
zs$dC7shwRBd8a3&fleBX*>f5jv4MI695yBRQsq`upvbb*PeE+xXFq&{%pS~NO(2%K
zue%$rqIBLM-DIH+1)&+)ey>T3+ZwGusvP_WtWE@HSzBBCba6<p?r}YBzHkSlqstP}
zu{InSDZE^&vsuW|qw%S)!w3V}zHc+*lRhU=rgFG3BPG=e!dGDfbaF(xL^p)zklLC*
zgFRos;27ddj5v6som1C|?M72^Qbi_pdnjLL#vz|1(bW8FYfIl0r-PB{K%-pSoOE+!
z(eLj1c0$uc+}p$LrKeBq8#ryBNqT}G^!1iB%}~a}oW6oOLLM47QQgCRbGVpw;@P--
zU$3%_ZDT4cW*e>^UGlpSZGVB_IC3uHWF)>P@4mi1)Dx$1Va#(Nk@?rd-kd<axI0iB
z+^nb2IFZ0Y`D{Q}Cdd4&HOKn*Fv{{?qrE<#dZ7sO(v^xTIDk%0DsAI0eOr90J$)sE
z7j+Hmewfiglt02>3<@+~MggMsEC8%4_@QrT2s{Y9#5$Av_Qfg{zQDkkZrAZ)H>ytG
z3%KB{{|TOtszxJ>adYIw#l&ENe0|Tp({A=O5@b`x(`gL+qx>BlU#mL|E8e+A$Z%z)
zM3AH7q|f`h)iX0&9&`QoM*zV$y*m{1_7mIQ#mN(Rhu1$O7jY0D<*DO(&f3b+Uo4lc
zUfiL|A|oUJ?L^`qa=A>nUGy?zFrEVV%#+T+LDUwR(C4_!pB4_2$r-^?rECAbt=$Ql
zq^_Q%iaWxjm3|zaI&Hel1si-9-S&lDpH#cauQtX{{Ulb;WsUyR>2v(v(<6%c+2U}_
zbtUPUWJ|9{MP50DlV;Nj%tZEtd2<bOS@uj#)`YwiOY+HNrS#g4tXO6&+;8TMx=uq+
z73RSEI5;wrf|%IX;c(`BCwX?ym|30O73@KX0X+mKo?cBxU!N4XcS*S~DFy}+p^(uy
z0)8^5-dpHVq5pnX)>Bd<l~XB4;O{~FqRWc`hJI)<3^i=)J1JJgq@?;kx`}CN5x^sW
ziyNTC=)t4qc~AD`_rRJ)&nVi6i_N<`klfM<YGO%O*N32<^P3wG{}P)p+xG79`+SoV
z{bonc`SZgm)*va3ZK~LOVt4anE-^dya%5gfX&Qp8RXcl+UmuPyC(UZ-1$TUv@i;`Y
zV<tR08fDe<k(PbcmU$nSR8|UShFFy>UY;DIT)$rz?3*2LPNcVIQg#{il1VONuMD`c
za>(4q4;_9eEBi@BOqlG!oC>$3*ZR^dscTp}IBbKez+f{soP~`QbiEz_94D1-mPEz@
z^wPD8*_9a{=7u-`*xec|B#fKJg^nHm;g=xi7UZ)Y>R@`j^g?ZB&M|0Jqo{|$deWH1
zqPj*AVgGz=dUL4VhQ{r-i<yolmH1wc*{~%)Pl`qxoVJ08%hM{!tEi>`KKru$B;2?k
zWe6GuMy1E2qm;CC61NlGzX!quQ?;MWq3@Cl%a>4_YGG__?yIoydoT@J17AdP3bS`?
zGrxz@jyrnzC8(&)PMyL60^FG<y}I68HDf(AG%)>_|4H&^lOrt#21b^nIqW}F0>C!|
zPL>Eughb9pl2Q6P|Lgr|P@_Xef9j=)_#3b-v~0OnN_W2y_XPclP9#ZeKcM|m@bTe0
zIo+b5CjjHlzZup=#_p@%@1Y3s#)icIG)(f}9U^VA%|y>}>&`u#^l{-K2}w%hXz@Ms
zhH9$(mE2TDK}NQg_u>MAO|U2N&&VL4Rx18VR*gz5g7~mjCSgvY<{3ndq23P658hIS
zf^xyUhpp6W%`S8_KleI!O3*1<2Kewxl!V34)4gb#Dx;~w`XBcUXx{bca+{DF;(Pjq
zY;b)E886~)0B$)M=V9>D&|9jvQTKYj=JnD7cq4!f1+r)`Spx!-0Hq=W09*b>xA%sD
zi79J4BjU}%OlB~MWJr93o=En9M$RuA+}}oKQsHSal2h=2CeX5ykIWwXif~*l59!NP
zTpa2s!mI?NII!b<baw}%e((~5G&CGi0@R+Fvol9o^TU5Y`9SChxeU6oh|EzLB1-A}
zw+&iyTm;%Qjld~TBsu^a{oO$dZFTj{sqVyzQfKrxEgjkg)Ct*?+}QCiY|+$`>usa2
znBeNt-x}-vOanOHadBwAzP=*%xd__V2h(%&^A*<Xg71b;hBmc`EZ=}fxNCJa127T5
z?1SmZ=IH3?-*+1rJv!;=s3<A5&mrAM{N)4$jL=pZ)@2ZsG?CHV1Si|$B1|S7fxf7L
zoInZCNlRR7LMnZecnp{TeeGR3JQ}nQMY=N-0Re$!^STJ){w;ED=)U5~G6-smAp)}L
z73?G_Kq|*uN44zen@bH4VO@Py5$b|gE3F@jjUz!gTGaAW;<naTQEDVelL?n1|3=47
zZaC06HEsA^zA_MEwc0zkfM0ZGT--^Xe#PLVCV&CU1g4xxZ!=K;uB@bEF&n0?{aD}J
z^s5-R?i$7o7lHRR?~BIqZg3(T#tQt*Z20lI=BKkO!qFca9=)D=J%jDxnUck`OW<kn
zqJXuYHc+m(*#GSxc-xWyfGXYH-C)oLt*opJs1eQ`>pNih5(yMp6>g9CJ;u9;cOF<l
zP>iuW5odc@kr$v%05TPz7V-9eqpGGx_2tXPtrmaR?5iLTkL=Y4MW<S8j(cXQs~&%5
zm%d+W*mBaz8*g?qocPw)*MVIN&h9eP>%=eT&!0DPXrk&q^HWn@V2{!VG{MYYMkI~?
z+dZM?Ml>=q!goItz;`>UKw&2aQtlk^q+VQPCNOzj4zq*KgMyVYoYDrPRd5wU^%w!q
z+|>jI3@FdTKBx5rT<f9-8n`t)t~4d_>2b-)$$>jAHa(p$|JHcD<CpnjD?-nn*pDvo
zjY_+E5!P2IE8AHY#oy^A@apKM#pZs@GJ+9CiHSM<dD{l1t|8T6Q$V1jSHd~}t6U~8
zGuxP=wUrO}gf@5h-lL*QsxL!=BV4@Uq6f?6T))>DF>{{220|PN#u9Dcq#bnil>@Cs
zPVjlqt)!}|>WAr@ZRfDC;j#T{Sf=@?+a>RGC~P}BJ8T^I|FQJl@mRM1`#lXRQ5l&@
zW<$!}NoI(Q$|x1Gvqwg$jBMF^CxndbNMx4mJxVr_M5x5?xIVw{ANT8do}S$9`?}8S
zJm2r*eT>ezo?Q}Y))EhlJNx=R&|KHA-F5K%1#|OLU$%cdsHwYl^X4bS=fE?^2(e)}
z%2(%xj)%8w{6vUJiB{NgWu~>IE2!t|WhQOCW|G`qDGcm@f=%(#r8{+A`vQ-ON5RW4
zX>&yC1kcc*#ety8AQ``7=}TI?(g{LFhF-5$Vo3{~%ck1id}rt8w(QXz+)-Ro0xhfb
z{relfd*(2B<CKs{fHaWN)X9W%JFc00EL4H{E4<W=A&!A~&U9b`kqJ;ID!@V7$;l}u
z=D_#;tKg~4;Ab1<ey}PgbXZT_6z;8Xtbb6D{QKaivA+u2&kNm+rn;LnxUPkr8g6=U
zaHI+CAYnABb~dZpZ5=~EI$^7kM<=6TdL9~)(9A)5OUb~P>3F5zgKHW>0pycpkPUXo
z5WLWs6L~+DGA-<6Jma?iUGb_(=FrR(IV4&eRsGlePqETVZnX>PW=(Bv!B3vl>07Ph
z{4o6XG$`+w?&41L`PsP=vcF#}9opJtCaXEby{oR^2buJ<k8@ckj&mAMDo73uUmX~r
zki2`($cVysZ<@$tG5e#?$TR!NP7e(Y9g;g5M82n*hnXZG@g~a)<282#ifCQCw&qsj
z<3j=}w3)d%D+|kxTeoga?h-I@baI*wI9oG@Cn+PsU4l-RI*q2}`9}&3WsYOHTPe{8
z4K7{Uhtk=&>-i-SQPE$|Ww(hF2CB2;^S|!@u21WIDUz^yaz2=o)Bm+==`Np(JlVwz
z!atXXzb*gx@eVCmv*7_$C8Ef(WM*b&<6&)SY5AI0_SvBS)lHKJ%JGjk`em(l0ABlA
z(yu>}`jj~><L>PB#-{P_--AK6&d&Dy!lI_8+@x)MF-7Fzg*)Fk-L4;3*lL|d8%-Ba
z{+)N1`sr)WScjW-ZLeQAduLZcLBVa<&O+#K3oWGd&6{p6E``<}645tp=}*>&bG=BV
z4T-AwCVPh7e|O#cCQVqkSy+(0eLF+0eK{t+zpnqwbhtxSk`8}j`F95Ek<nm(AN~CF
ztaB93&IeI_*xCiZt2a_fHatnKbYqnBFnvivcK5OO{nqETgw@~9i5Go&;IrBOd50|X
zgVj#yDo-wjyldNRS~BmOn-`L$XiW7~nfI)Fv+UL0*xlLH=X2v#%3G_k7llpfoeozt
zsu=TLc+Sr=@bRgt_?4BG+Wi=lhM$=yt^-6xY%DCd@%^X6lzF~FAJ489rIaIb|L_vE
zxCr|fxtvS87=^b!D-Zbl`-`}5oPz<pWZDaOuA+UxzZ2~jfKpDWC2Nha^Xcg&QHr)C
z(-*&di4Ipkeng#n@&|}$h9)M$^G9>Y_U|{fuwWAqa2OL$-VF)t_SRnlSy5Opw-fr2
zPbvHeH8<!H?_k#~oMyXQ`ZnCYv9BEzldSmjuQx{bL<^IFlJS?ar)J#N##=J{hm6?X
z481)3@lxa>?(lZVz`y`eCdS6ncW0_)VmI~j+Fh)>_-G<7K7OTU`(FsH{{6?S#{*=3
zj%L-r+FxS%^&Ep7SG(jkHwOEX@=x~Z&`YV`D5g@EsK`vwKd8{f@OwN*;^$Aj@<~=_
zo?By&J*)TiMn0Weu;e^(;!vWh_^c!+RR&FxK7WkJ9M6kSH>4G31)F<W!cUhYVUSd?
zu?3qT9sNN#lbqjw8)LE;j<e$=x2LB<vbw)6EXdwm9Aj)O6^IT`{7ts}=2~d-3at}^
zxQY=c;;O$%uFvrt83a8*US7U6Q9K%^5_hf+15L2l`13m~RdLoaB26l;frOGq{G8)C
zW9v<Qp7NBOtKld7CnqOuCYukV9I&gS@3DFu598vqZ#P&u<it(Qcno)T7f|Oum002|
z3|7(MBMiR4O;JHwsMdNO9&|-DwI$(Raq5S^r)VjdMBb5|t-75um^irktsea8Yx(-0
zh@rW%GGnJU4oLXMK(I8su<%8tjPc;XgKsx}lD%BL8^O0Ru{%wFa!Gjo_T25po^MaT
z^rh)?vt1o%X9Kqi7}#IxQY)h9<uxP$pN8P@1P4FPq1_{WyTPBPe$n@Ry>y%OZy~#S
z>JRlh^-(xolPKIt)_Cq}Ldct0W&O5e>_<1AmG(XU*jJ((>Qygx{x4tj(2(k@iVyM1
zXP3FKk&nJvziq)dkh#2aftVRiQa;wtJnlZy{2?bb=Lu!~VL2<rKiwPt!AAz>EiSTy
zLr<!P;F{a5lFG=iaY?2?k9e<LOB$L^d)2C?x+{Fo9cOS(Ja+5hGRE~BFoAsS`0d*N
z_kdH0Id?~v#?9E+cysCRcBd*?MM72fy$o%YFiX<Z3C~N4Dp<)p0cR3b6*M#`LAHVg
zbl$CiYTO!Rv@TVxP&CV$XVd*my7hEG{-ygd<tT1r6tXavKH#csAmW>*XlGX>-4(jH
zxG3@C-L9(DE@ig)o(Dq9`BcJ>pjP`{wW5moLDFH`=<<pR@{^J-gLk8CK_+>2TKr<b
zfXM7jr-SLhh5^%Y`+s|rBv<VPt{R+F@cJiFIBp9^!iNAr8|&-6V6tFv?;ddkX93&n
zvHt}4oy|-k#$)+6b?B$5=$nL7H9dXo?r&-5C<FIVH}Z#S3*-ecjjU5th{kuAlfJz$
zyU_F6&05g9y4nwzP}0LcX4tO|Pq!X*4~UsCv(A^!v-;|P`W4+8-6#O@od=dqypsyy
z6%vx~$?CN5(LZEhWaeF1@}S+s(cN4lXYqLvtKa)e$%W1{0h4#F>xwV8-G9M%vudx@
z9d6Ex*FT0Y>#P4SMVFnu1J6Fyf8?3=?zaMuNhL+!a)~vt%c4>n8K#m8W#WxwW4iry
z+<RfDn(TW2t6hCZj~*qK+}fIxG2-EFuXI>FCPNq~inJ8%sLMRro?HJcWCc(9-)Bu{
zBYJ;7e}9A4nAA*xrx&HA|HDtS*=;Tv_rAP}v&$Bu6S~{RCZsb}Kp+H!g{i2i>%pTH
z9e>RXRW;l-c~PGv9s6=&Jz0P^E-lv}t+>$hv&Sx*V>7J{rws;wv>tg`^w(KPDoUx)
z%i$}F+WFt?yy1o<9F|S2{;XIoSZw@OBO+B*RV4q)(GASc&x?Tgz2Td>vA6nQ%e?H-
z1|!W2ocq}{H$8b8JIyvP3BQq3XTP)k=EUStZ5=&ci$0gunz5Z?;*LzJW-R=#=XP7<
zgsW>*JsnvH!Uh|(vHv$gk7^0yPziiX`jMCGNT0*7^@9S=Z(gGQY0bg+PA{)IWM*aU
z-4;)(A8?)Z`2yy+;za6$nAo^G#?#&&9SuGG#+ujTr61hnaa9kXSu2NT{(H63&pok^
z+S#2OZ&3ysJ~~S3#9m<gHy_=Iht>^Y0H`Z7?Ivm?`kY7YB~moCLXRt_=;ux&+;9r+
zDGR?<!G^IPd-osA($S6{Th%}2@NW(0mdxF|9Ks_uyI>-+bFb9g`sK6p017-~19*?U
z`h7@Bsz&|Wp{~n%dW^$m)?A#N#`RxX2>*}w?+0P+O~pkq60>pR>n-|<$9DphBa}F(
zI90|vQe}$E)|b3&7XEo`EW52X>S9<T<Ik+DdD?ILRBQlqym!UuyT4+@bhGZiYv-%&
zwChN2&dH<NF)%PdoaY4kElE{|U6O6>?IC*B6*Q+~kLo9w8gSE2ZtOj-a`${6!|ARN
zcLfleP0dezcOLokhe=oObop2v*@;u9SdV81wV!XFx_$9XYVEZVSNk3ICU3?j1<GFp
zpvl3~4!nQ(@vAx#kvIdU{iy1UjD}uoAIvnMd^gg4Og$fflV@C<z_@dbiqkYnaf#!G
z|8bQWR?dBe<zx>f4GiW?Ra?iGM^-y&TFV_-<yxlP3pcse-g?A9A_)r1>pP$BvQ&nU
zo;ah@9Kiu^c}D}9eg5}ur%&Y9Y>#hmEp5BjXO@@8pjf5E>5SY$A9hO{fhYE;@pAIt
zrfEef2>qi~b=0#cVH8}ceR^zcZ0y4Av5waAr~ay$6Uer^@8S})A%4=I72JnoU}8?x
zC=HC=;<oCzdSiTPNh<B3^=Nrz<@oe8j6>>Dj%=l*u=IJ9B{38xxceBBMHQV4sH@lD
zdFXyb{==4<eMErwbNgo|$q%Byn;=&n2yUpYeGI~dI{F9XD7ucYs5SzXQ!%?lf4s6e
zoH^|3eq%2(O<yC<KT$`*C>~zW{ZQuMkPx%~%!e;Nv9Y3WoR_fu?I&$2oLyy&)%ldW
z{r1_hhddYaX)DJ0)S|do@3@zfPftInQ4>pq+m`za)uUUrTZSi3pWfvY9kttav6uY%
zNNZJP<#}fsG2ac!4=Ox&)6S8>K0o7!+SM1?hyUxY*8b7T6!o@jhu*={rLR6WMLS!v
z%w-B_oiSJ0W6xwe(|cY2sMeiM8yj2OuPbNIXX@T+Jnj_U%JZT@bxKk96sojcl}F~j
zljXpjd2^FwMy#85bmz?EWIb9+nON>*Zi++}8+7I}`=<<!-+K6q1N1aBP=T)d9+X`k
zQ_Nxe?;!@)9#;>y6mI4;;2iJE)p<WuVljw&>e~dvOc|J3>YN{?jlN;Gk0=TD7+v9r
zqL{02%9T_!iH{4oUe79getEt`g`34wHfg(k1?Iv*+5?rm!ontqiE5s*bNW8w(v`K2
z@$zkGxHi7MKSxDUre=6rgp#d|Bf?LhZ?ec^iP6Ypt4ouvb3j{BQ}Zw;@Oz+3zwi3#
z0_V4Xe=N+kEWfC?G$l_zb1zTYQNuf8mo7z?|BKT#Omb~aq1)y%0<qG9v9-F)TFW1U
zqae#(JENknS4-*X^;W65$eS{DU$|o)?B_}5?d=^{$mHoeV6QmXRhwW-OHwp8C(8YI
z+??~KcyLkAskh}1c6n4)g^xe~nIvB{df)%Qh=`~kX!R&8&U@Y=c%mpm1sHn?LdFmH
zGW?2IwGd#yU{3*?55Gy9fa3LFtH<^>Hb{?f)M_ScVb6|!Hx;hRD@yc5f%N=7xKq^r
zostYU)YS=}azuzQ*=e~-fCx0=2ny=Iwc+hJ)-c20{ogB&ezeH1ZiG)Z3hW=g@u8)~
z#RY~<!AYLacj0M-8R~fEk_W4Xl!f9{%YG_RvZSN{`3wvQj?R|cJZzX9qsDoOP~jmA
zfl*~3IN2Gv7fy|8iQR87q~u~3+5I3faQTnf`^uqSKVAQpRK;fLr$=b}{fbL^Q_S;O
zMA&`V6!>DrCj6u;mQF|7RaJBU_*DoNMnapa<nKLa5M~>cXe-t6`Lpq}u<x<_CPf||
zeBH+92WM)ME!)Xi&NxaYzGRKl(=7;y4VuV(d$97L>{RKkY_)-wDVPE!=zs90I{V%&
zjIortPs>P4)21Mz&ND;cYAJ<zl}yoS`O}JL5eXtMLj$hmEOM~q<>f7WsW}G30G6Th
zHz+(LM%`?F{UZABy<F9##|^0Ej6y#iJ`a)1$jC^{`3HZp%Dm02t+{x3f>Di*j6Sv6
zd>}za%Ojhiv5aw2@(O9`-;0#Om3AY*P+5>&hG)jUeu9RUHasdy-qLa*<wM5s@Nle{
zBSVE*g{--u+sj@O&(Lg8XvL$~8Y#Bi?{divF%^l_!&9LZfmI4}1Hl<kenSund`iX!
zDV)92b>3uyKi-popqEN5Z~XHmjUcS@j}MxvzXtOUZVgW}uXDfMnmOnqQK9ng)98U)
z)?_0$<hZ$85d>4)(y~uaPmi0M+ozh2z%kO&#L_Y)I%aAPvRe)6)M)4>2FhpNRWW6M
zMN3{i(DFe$_@)JU(o0ulO+MDo&txz3PxG9j=8Enf6k0viDpnX~<n$V#vVo!D)6I=k
zyWHy;Wo5#tsj2Bh$L_T!NeT!E6qtTxZFMj-eUSufp^1r!_aHLJSMzD)_Y>nV3_2lX
zsq=063vi?2{{pKA2hVZ#nlNt9V=e~Y2ng*GN-X+|U_E{~WM*#8FFc&e&(Bjl_nxtF
zBce?FD}qF`f8KW(A6pj^ILh$Q?IB~-+O&$Bjf7|swLT_Znyi)`Q$2k4(<(#&ctAk<
z+qX$eZ~q1puN|WshshWpT|8H(x3}>KX+mPco1r0=v1#6_2YiY8&&$h$YJ_GAEC=&I
z<k<^B9-33%fB+)Gdts;~pr=O*0%KDvD`tmIH7un3x0W&)!xDpvJPQ22lEM~-dkpWj
zinNdVFnT8H9G+@mJDhZbi5?O}u5bPMGd_$~WAVao*-V_j7I=|Y#@Xtgw1kV!b)R1w
zsU4l2wK!r3Tjx`!{0s4rnoo8nqMj@K`eyq9X_PLJ!3TgCi)lWKjPU}rQ4B%G^?8;%
z%+1ZqSK7o~psCs_sUy*t><b_y2>^`WvCLh{yY>-fH+Fye)kYie&AKz&-@WXPI%oUy
z*~1ROBN-z<zsN~$J>#;_<7a@#$<E%s<-><@f^!sdw)D_*p&NfggbKYMY<^<2ep`z<
zYGAni?pk78*y{gN7Q+D+q`+qGRL$@29vV_IG-QL}p@5)ZXHU=65reyTy(1%O`uh4}
z;^NY@PN|=YgtjuN-|XH!Prt5!!ihh@<s|+iAC$&h+WyesT5B~LZ;bxgyI=ZUmv(SQ
zDAQ@fJv`Hm<#F+2;B;slPp`ar*(E-%s8sdCkXW|m_4LjFYWL+M28QHG-<gZ2v-Z)*
zUpsT1=SXOqbTE^s!L!%bo9r!%r^m-HYHJUiTomj(S_|ShP*)%fLyu-=4oG9ig;=~b
zLA0CYqU)$*e`=>GAr9S+oNKn)y4u*X%a*X}g8NaSLBsyfuHW(w2f=#VH#pdMrY%uh
zN9XIb(|By=1ZsH1pZ3{fJ{T^u|8XEX92)=F$x<e1PQ51?8Fxe8B`P5z=)eE|lUQlx
zSBVqxYspu;`|Zu&thQ|a<_$Tc36wRsH?GwbA$N-HMU(ziT0-pO7U}fSh>wU$jNvr|
zS95pek<qBADCWY`JUlPb(|1KG5$T>h(d&ChF<uUS*}d10N_=QYAgk9EBlG~)G=15%
zkOy(`IrL)HzAAkWc3<$Rh<)O_tl4pEHsJMZ{^=u81LER_FQ27T$?5ir#R=-Z9O?zF
z_H{<_;}1fDLl0l6eR}XDE9mUqtvxHhpO5j&=82>=w9y~jPcv5qw17m4fmpThn=rGq
z#HyVymSsZY>+I|d2NPQxn|B|~Hxj>+Dl03KA$$?7Y%NRO8p@{vw71|YZ1vWWgq8og
z$P>MS@e|@EYa_4gx1fPn5J<|%-~jRrR^x3etMeynbqa3(N5~)G1u12mw&#0Y%gyeU
zh66t@O@IjnGTc)*jsYlyg%R;FBGxSa0BhGqeDdJ->8YyIGj<IgZEREPDr@;_b0?kX
zDNYq8Dy7CmGwU>Hs^!(Uou{*33BB6tmquK80|OGFXEeK06@Ive98c>thwNLjY-EH9
z+xa<unjdS$(%D+9(H}!UPBl;RQEx9?QjN8ItePp4)1BHsr=HU*Ak?RET~FrnJq{em
z&ofPKmyF5lmbea;xcbBy@UH*NbXqb77-HIA+9l6_<bX$Q)IPo&C2!sT{pu$mFHb&h
zy1oCiB_|xU&;;_Dv?X-+(TgGc4Q*P|O2VZ}m(qvaweqgL_Sk;t?(Tj-<AR2!=KGt@
zqYZ9L)xuc@rS?ZJjRdn{aF2v>Tf8sA2qngQl5oo*+r<%>jFL80i{b{i9aL$d(a}wB
zmfi*wW-Yw-4g|&%uKFK+u6{KG#L`KULX3=zFohMp|06|O$)8k4U!VEl$o3Aa4TIBS
z;Twhwdq|aIotLz#xGG-%8omG0{wZw(O=wU?#vV)^vU(Hmy9O<!?Mlh0IFNTuFs)DF
z=HckW07Rf(L;s0{tanP*Pbuw-vpV-Otj<Co*O@LL_;td%zhHce>xyI6;T`|c%cmWd
zr%P8*qv2>xl8k@;Ty|%szJHy;{p+hQtUj}ZQyn`NQW(nX829q9ALAqOx6}bTRhYo!
z>Xw+x8XjfLlarTE>id@pFQT6-D{c$Zxp{dIbF^peOVH2fI)3~=tWM}94)A?OXiqc9
z)vB}X+tzYJ_TP2^Mg*ba*~h8P)owMmErWnGMGcKEsjH!yq#QzUv;(BL@_t>4l1H^s
zUu3923)Dcx^k*vPH-E^CjE<_EVD2;(sBdaAG%~7xekol3mwPaBhZ<MupL0IvRTn1(
zA*#a2?y>LbM!x0wa}?WAEsvLcjx=P;(YW39Snlao`#H^Mokn}c*Z-|see$I{TSEKE
zO1p-J_{RVBT0s+9P+Drt#4ECo`N8L=<{sbSn(AP|fEt<ZRMD?r#2YA_3PZigXp0{H
zb9J}+Bc+n~)Z^-{jYad~$P92F6W<Sa$FL*~gt}%;`kw63)4Fm^Ux+*T64o8!%>)H$
zxVX45jBp-GEBVd_$$bMCb%?`KtqwZh8)H~($nm&?eThW$^N%5m{6g1X=CEH>`yEvu
z>#ucYkn{=5k3o~<&}YxyVL_TaTjo@Wd4#LY!EyIWq%#h9Xzk+yc-}r^EBe<H(0idj
zgg2UvI;;h=+@8z=>FCp&pgDG!mtduO^o(%qATT<jJ}wX{iZ1wX){)guis|c9h3$I&
zI&Y38eWfuKYr07>brqgQPWgf1;qIOhugrCBPi{U(M;$ys^eO`>r_b!ZUH>C-JZM&T
z@=dqWd&%a}AdLIWgW?7Tv>CGHgnifec71&;g=k138bIcu<;|N%(Y<lPW6~EBi?lS=
zoB}iy>R16L6&}tscX8C=L6j+K5vL~-KO-UzK~s3>&Tx%~RJ+8=0UY<yUW;_>w%<s_
z#l;CvEpz~?1_tB4P2nG>WEB)NuU?gV_;4$QnOGm#*V=OjUn@p7bf4%8mDw+6w2bt}
zvGH-cF1u~3$5gu?-+bdl{$brN3j=d#E+`q93e!Bozf_LPzx7yEqu4qd*`my8Gy0A8
zE4|B4Nyfaa)EoNmM%PC^DW9$O(l871oM_HjE!L&^beRJitXsX|QRVAz;?s8uG8sK#
zGOW1NZu0Wp(b%Qzit9UkS<&K{{?cX0rtiGpaW`_>i!{GxO^o4_U#H0}U{J)agB=0;
z`|a-|6;P%e*nFoB3R>8+X9Sx7`1q3WPQl`Ly}iBgwEcjke@^&VlH711YC{{GvCCi$
zQc+Ryk1w}zu-l67!w<}4XC{qTetVT(;bL^XqobGY3~K4Xz(D4Mb&s!{iX_6&WYvN>
zFAYee2?7rVH<f&zDgI*WZG<*K)>35HL@_^qK(qS(!bTa-n@HD}BHY8>-6_RqWvdmZ
z*WBM$%v|Ryo3a1=PqSiNYUV4o>6e**%FVlC6;)JPrLO7mA66Y#6V+yzU)fQ3oy$a~
z<BU}!oA1aD6{8QY$PUL^)`!Mt2arCg^DQqINjRFAZ8-MX#j{rPKuT^^;8M-@*7J1>
zbO|R<`hl`}8#OBI(-c5`txc5ox#;{Rp{-4ozyed6>6FGQ_dJA-o`iSqh+HV5Z4Vzg
z(uhh;1Q$b)-InoD6SLa^AU{L~f#-7$q%srHfS5l?n&mz|$IoxreJs8l{hbcv*nrk$
z#8S?Lx6nyFl&Gz(#a5%Ktu6B8x(zEn(|M1r-(2#+J4q+?PEf6={n4Kja3%H_Lgeb=
zDo8XSWXIzDg8p_EKU3||c+ou3cem^(TGP}kCv2ULmKWKc>*>FXwb>d-&nBg6!>zzp
z7U~y&Q6R0f^oaB`@?nVzMrqEbk?!QQaRZ*Jjf)I4o)+N(hhW~a#%H3h`%5D^*%4*0
zLNL>vZ+&^-Gh;MKOe3>|)|n2V>B3b=pW&XpJ;Sf@_}lC(3n(G@;yBKH_<vE|N7*%q
zCn*`<;$)uxdA(<!L;r)TJkbH;2Mx8|4m{`_eLDZ{@h$-&A&PkrrvtxY3f<V%WjD|U
zD)o7lB#BsPWH3P>>8-w9(3&ij9N2mwYNWvHKp2KkmvaUjx|*_v1s85P$K)^l@h<hD
zc;&XpIz1vuPbSX);e>47b$k4>@Hp4q&LP>&Q*2-25q1ML{>6(=NZ+m;%FfGc(6+Mc
z`cCR8{puT~aD@t;lfrjH-gSx#IlUl}U4C8q^?B#7D?d6&pSiL}0;>JBnRqRS<Mio(
zGkT>RLqi|%9HMUIQ`~R$9Ms=J=OukmF>o(8pY6F*zBBV$4#8$pRaGVVwksN*i-;`y
zQ0e%splnHeW!YMRvP`;TlwksBCj0T@wJe6NuCA1Hbj|1>FbHG(u?5{1BDewvG(Ljy
zfW{h$84B+1n<+zm2acf9COmexHdoYgB|bs+$)P6^cunH>TNSr-|3r&}Mc*HPQI9#H
zUF7;7zjadmW#Q3gz}H|;``jyWlsLLr0u44%>oOWu84}k)R_Ok%j;(W)LD?^JFPa%V
zDXp-rpKx4yvxsI}`p|)>xZ;Mx7T#yh)~xd3*xcN7FSQ)J2!1UuFE4J>?+7L@=DpSW
zYM9nTx`5Hd*u(_?xRa<SjR=|-e4~QmVx!HCaN(~<xxterD2+r64oUm@1ZBl>A;sy|
z*!O@`nlLF>m6P+9Zd_eoZyFs<Bqrb**?+2&Q@!%yzn2Q4?pPS9=w|ur*Tm<s<=(~L
z<?^+GHtSkc(XGN*yF$}<-YMBdku_fiK$G<F33$U#c7&USo!u+Tk2bJ5e_4C}o86Ab
zZ@yQ4WSKasjL4Avwv%p`<moguZ+fC!jq3|nsQH(=XqwLPcW<PgN2>dT^A4D^KW+9^
zoZs`_7j&TAdcjSfYm>kYQP<XPhE4|~sz!RM%UQkV#PN3dGWl!cPkhb#{kQkL`pX@!
z!pVjxQI@(Fou=iew(0ShgXToHe1C>7tepJu_TQRqL+rprj3F0IdM)eTooE^xAX!FW
z)Gr+uW79j|AQC@k*2Ru;WU$177U>HljEwIvj{#XDVPS!rr}`&lm#AWzL@>$n<ljJq
zAg34!gVbpGxr!c2BEyi+b&=6-<KGNx75kr7R$8KVQfR161*5;B?a;U}eDThJt1vq>
ztm>)`&zHC;PTikf*@JJq!;+=A*5A{%JapsWkb0mr9Qt0ng{h#x1_bXXIQV_#bryZs
zLyrDi6j^#~CQ&ubyz`$Y9&1t*W{nLEQ-OsK%+1X1pvMCG2PEQ7N6+kqo#5IKjM(&a
z&zKlGPx_OaU$*}p6BHD5$5QM%KfFVcf<q?dO$B-p?y^xQ##`>o4Za@D$p1lSvGwoo
zAjA-`@0k;|k<_hoTCgW2B{eiNy97V!$B!TH-o2a7!S?5mA7dzmCz9O0f8F|fjD^>Q
zRJDA9%jXVf0$tEmO{IWRKWxx}13Iti4Hp%p3xz>!@k^X)4V+`eM7O2c^m(<RsY&Uo
z>zN>OmsT)FQuX!EzC4wKM}zc%Prg(jZ)!ybJ(xmhPoKQi^v>!{F*Cc^-R1kDFt}~#
zl$gcox!k;q`QIx$!cIqMYgdk$()(r%<FY@1^nJ&bYn34jt+$~6NYl(ri~SSMJUUC}
zUC6X;rXMINwL|=@1z*`z;a2Sz(Hl{UZzY0AneV@25z_D>asx1~1{-@H1qCxr?c$O0
zi9{7hyWl(qhd_+!tO`DK5P%DcMP!VM%vVpf?ZIipiYY91;8;H@uAfjJ{($>z(0vt<
zvtTO`^6oNrSSU@@X-W-k?d{)>j3mIEu480GMON0U_RJgHHtCCX(u6$)^MgtCwX63U
zudX)6vqW6%mo`V8d2RBX^Yjh0fmbZVI!(p0a$D2W-v>OO6x(z^vyai@eFPop{{4C)
zVSS3Wml!?w$;L4RbbKozvX)35+#BuD>JOX^)DxDcLn<hYE_N7IS5wxfH%ReS95$W~
z4&=3eH^N58Z%@k2eFN8SwZb<b%~xZP!wxl@wyw5DzpkLE?d$c@<E!o-PmKR`=nl&d
zP2YI<SMB`#+A9@L#`Dyn4VYVf!Vp5ND_V+GR()Ykl^C|E(+*GU;Q{xxxL5#=53v9V
zQ~roj_#}!u|Ad&c$gG<aAPqU+bVaaHjUW-(+Kf%$H$=b{Xzs}QjLYH`%O*Cnt@P40
zvPJIyU||UI0lit>UVL_Tb_^_&@u_J27bPV$wAHkqcXumMJspsN2dkPy;gg65Cw-eu
zY2zV_djH-+j3RgfCTiM2yatw8f~m**V3si#8#Fmxa^-se;L^(U)TXpq3v<tWoBHx_
zacNOw>fkQx)NQ5K#|vdU7#egbeF;Ofk%xa5%iUDoH}=s|QJsbugpNKoakVO0KR+X{
zByRczD+A+xQ_B+<^5*8ttBqR1UIn+;eCJe>%K5_Ey4d<7c2c#ONy<_(w|P)gap+5h
z*4_075iANS8GX4CML&zWugPKucC9*PXkeh4t@l(Z!(jdUC@g}&m;~d6MA;L;2E0&$
z5gbsvzl&vzMy(#ZG$w^qI4{T5V~C(rY^ompOY29o@<*EedvF*c+#ad{N2NG+X65y(
zrmCtG#E1ohG0b&5XVwsK>@x1hRgMNw2lo8=Z-1V0i{Gl-Ysjgf);KT_v$0X_#lMI2
zMs|AGc+?F{&7Kx^E{RmgkB?KzX}<P(Kx+PDt%!wvATDdKxR_Y+ByDlnt&WR2F5*o|
zPFXph>W7Cdw7f3o^g3lwD%@`*4;D*spp^<Nv}^kOwLa-l+KIGlWgXDY=~>X^ouMff
zitg;w4>~b__z)f2z&LB=9ZyLb>hQR*4@6<^lPsJf9TaLK(B<%>q`@Ri{B!t7!Fp*b
z>uaCYyb7Zw?uF~Vh(roj(lz>3TvCQEUBSp`()WvJstrKb^mI1tmFK6T^f@^>(epqF
zXn94i3__P9+}iKJOFF%8_)uv5z1`gURWSf9c`7C;G2i4LXZ6PUOXz^b98V1n4lWFr
zwcp;d_mtxdKTJ*S1%v>_Cb(BXV|Y(puO-SVKdz)P_yQ4n^0B5Rk4a*PilI`2#vO0Z
zJ{m;wHSKY`VM-H!qMQ1Pj{Bpqw42(xm0!n&LfhJGAhZnqxJP2-6Hx!jO_x`6^erb&
zS+UimcrPR<4Gq1l7<-aKz9p9Ok>nD!+^!6cH@k~YXR~&6-SD}1N6Ey53N|lVFFA*X
zUz%Cx$me|X*Sg!xOPgCjnP+1t5v6VDM`K4V>GsIHFuaG&4?PtdYnP>#g6w_j^Wh`Q
zv9mr9u*kL0F#S1$VGN(vnSaNqI{kD%oJ_kBs)nt+d7paK`j25^n6>fip!avvywudk
z`=~hSo|Cs<L9xfC5PSu5KgjdoU?rp|{2!{3G`WC+*RL6EJz6~2G<5B}fS5w1?+QaR
zfW(YW#g6XFzSnZ5P?thS1{smN?t(w2(YVqeB?RkIJ4?VH8CqyccKI=$jWx-$>T2Xu
z5t_0`Bk@$^-DH7ysL*-uqUgfnYzhkcowux&7Zw6rniaW(grb%wni$<>&a<(3!t#uh
zGN7cxgMRaNS6JGKqR3=zG>GdX_Q%YBb$+-(RZC5!!b^4LoXLUdz}lV45itkv-@n08
z8qQ}dj2&InOrdM<-o3J;X{kSMp9F++QaR_mSrdsmwOLxQ-Tv&z==5HTik~k}yTDw+
zO+rPD2024;(gQa!I5;@-(?3~iIaJnJFJBrU(LN?Vp7DA7qZ9rk07wDZ71+<Hwj6Sy
zQw$y68;Y784ciUZxr`ewQ;|rev~89udi#<Uk2A_YCW-scM&CH|-~A9F{p$%oJ6~)d
z^ot-eD=H~5^qzPX4<LJ2#t1cS-u3MjN+Xf4!BpQJ{Euq+WoY$9KGXkulrQ%18pUxD
zkzl#>eJPdl4O_cPBBHHW&%N^zwVy_ECc%D3lw$3N5Bn`FEOK*m<sJUBEoOVy%qA>-
z=*ovkIIJEz&l9*=PkGU=j*g?~d$+i!_F0ITos#<gPo|b$bH?d&84ju^72cxl=YMfq
zxuovmc?$?}zkl|%h>o;-b)%mWxuPU%KM8*s(Ok7VB}$bhI9s`a9E!BU!qB<y%=PE2
ze{<59_7n6A<UJcMeXb5GAg8)Ca^O*6A+OZd2AlnKD^dfkh>@RXu#M`q?_WkQ5!3-<
z=76~Ggec0}sM?J`#mT|&huHGK%ZC4hr-Cg}0R3snEI0f2jLdVGmjAHIGW!m-ou-+Q
zrylIP+S~B_YKFt2sE*5>nL{eJU!@l;*@#SYoI3DK0E(1_aLTi1VJp(xeWqG(0TmwU
znfpFJBPIS+MnFY8zBqAN+HRlH@}!#xpZ5VbYepvbd)tTk^%f-ZIvvcjTk;Vrn)E!m
zdoZ+gPu@Lo>*|#wu`cujV~<6-j2U|jxOyWr&YVrxzaHf07ly;sU(c$-8?1wFyT<tq
z(|g#GGC$>Lq<7kYH`rq?h%uVT9cH$}<(NOj6BUU`dr~*&$jr{La{9fPB@0=N{7)AP
zdLMdhXOd06gVRhzp^O80b=ARXai{@N-nilPLD4oE!6D<PPMz`%3=}ZEI|A2~SuN)@
zIZxe%dTqL)y1Sg(V={Zsd!?i$>YmEF_wspx8NaIow@%USS@S)U3kxGTE3cI@2zwo<
zu|bPzZg0;_Pfu6)fkkvqP*5&g3-pX98rcgR?!bBX?j`XX*)jQt$Kw($Ep4%#psBPK
z`}@{L>Xq;DiS$nTLRd@&-^_wu$jHDXL-4mF`&NYfWk_8k^QxO@B8>!?I0?H^@57Em
zFPUw>QHy6~gz4(+anyRka?W{;DN4U40wcoB2wIV&0ZJLH930+A!0Tqnla4;=;O;Jg
zG!26I^@S|u>)sKFi(TfkGvRigQ|o?WJ5SNgisVH>!84Gs?7-Yg=wUVyAuWE>zC`fJ
zp|g>>?9$BihSsF{#H)&mSfapfKmV60Pd*_0^Dec`!b9?$DJ}*KG#_?ix%g<w^$!kS
z`oB4kurP`kS1W`ASKJ8J$d=943QJCIPrB(=@Y4Q8b*d+t>Yk$vvWdR>nF`zO$#!g_
z0bkyFIUcl<&F=;M`q1P~zKR3hg;fewLzeT)^xwR(laP}KiD-+b6bne_cW?8*^<VR$
zm{(@VZp+DpPCRP<v80l?9L<}JL;^!pJHO@i{OHL6UkZU!=B7P;$El3!Rf6w;Y;?o^
zlVIjAHxh;P5}bYui;MdX9+b*U+ymg<HzZ_fP>r#5{b7NdO}w!6G)UkxXox1Cknx;b
z?b&ujPr3j3^XKO<KGb(x6vV=Ds;dd9cfp@|!GI+>Y}d<OodW}4&hbG)fvq?pF_GN(
zz+XZMyryTZsdLpYab%xKB3E$vaax}wOU1B7qaknJO-KXTk{CA)T{1dTG_pZ#B*w@X
zhdc{U@(j6pXu9;~&b!aGSeoxPZyi1xt8(Gl$7iRFOnb#v#UwGw$zP<DO1#$37MSs?
zVK#yxEu9PeR_n1Z=N<=>2)>L`mHpTJu!wX@uj1#QkFfxa5ExB+%`mrOBP^gC6Z}{y
zkMmAWGWI<5XW$fu9NbK-Y#b=bYt%P2HK{Nv2EPwzl+g2~KNogJ1G)uXL%=XPl@8gd
znOpg?lx6A$=*Vt3bjrEIj<EV|u1`VF%a<?5!NS?SXV2HAB@f-|O&oTBLqYJrV{9yM
zYMNE6VlT)*F17h%*RiVY|K2z))oEKj@ob}^ttzZ@x{|MV+I-;TX5*WsYVlLXEu$kg
z@5wDU*Uqy3;#YI6snt^6Iq9E0J2Is6cUhOG>c_<w_Ua+w9~E0D52iXVraUk9g4<D5
zmHf=Y7aI%}Ir#a*KYUOEhJ?dSWNM}_ICHq|G&sluM;!m{8%dRU3ilHpr~@N<9C{up
zw#BE{1B4;+Dx61bNrBjs9+;t-1N8+*J`~mf^!6oMnKB3X$a02b9RI$`WyQwM&H!2;
z9L?Q50usW14SD(a3=mwnFj5i@CK$8c@`>`7mu`!bQtLI-cAHVDeO}5<GG9$g0{1`U
z{&}wSj{<`>dIRz?SH4^c2?!wDk?25YX{pC_^7L8wJAmT;g<pQ4GKZzi`b+Q)9uu_p
z7}~ED@7F6!>_^H5fdQafCAk+J4rmphhj0gAzr%kntUQPnRGtZ}W23>MyH)F--AI1<
z7h^;KIu5i5g>LIsVqyo%HppS6D~-@G{N?vuU14Zj!eU}Xvh*E2Yf(iLDu?kf10n0r
zt&z$+nICd}?{Be6zfEN2ebdgF;HdR=aV{u1IazwT^H?O!Rg#<tuUBk)?k(PvY>-J@
zwLUGRm0PHAVYb(3)gi6Z6m8AysT1=H>?mD;p?m)3qo4&(6^{*U&9Gg4Vj14iw10%a
zzTtG?GWMACKA?B<bB2C~s9Yn66-zMp@2_?$WWRbPly%)`{a^z=GeA}_mTwmnJ`M2m
z+lK&9aF}Ufo_ax(pbHDMj&p~%#0Xn66NQdoiQpzOL|We>hgLoozEPx8!_71y9VeVh
z9L+R(>^eDU=_f1H<nP@hZzOq%uhX`p!*TjDPk6e}?MY*HI>WpI@x}2M-E**Z23&gv
zZd|;M^IB=?>4n9`5_v06(ofc-=*Gc(w`2d^3=KaJ-<?0Za1jfNSZKA4Q6l~h)ML~(
zgnAVZJK^3Auk{Zgb&v~{-r#|ZGA&2fx}BMbIDPu`X>H>%9<Y67;pDcoqz1YTb|@V7
z$E2jBJS*}rN4M*}dfgT;OxWuoVjn0rqpI014Xt~jqB5x@R`OC^?b1%L8z+3e^4zFQ
ze+SP;$hPKk>0P$p8Pcbh7_JaN=5oXmM9h%4?1RrP9X<VFdV0U~^a=WI(pRW~(Z}Dm
zwr&R-??6)NWoTfwHh+&`k^`N{Ym%dS<0rz(6IppGXIUR^E-N4+=2Wq6p7iOo-O}&c
z+w(Ke>R~?tBg90O|2^<6j74NHOPQOSgZ0xPIy&F7vNCB}a#S;L&aOv2-7)7tlz~Bv
z!WeFSaG42G-7d94y20YnMG`gTi~YYvA!nL5KQMe|^oWB0d=XgWCcuD6j=qsXR&r5M
z7+_um!5%+;y!_3ZWZpCqg`7}NPtWC*75<G8jHN`ug1(Q%_1yPfL}>jYHG%yh{PG<E
z7s5sWP*J>ele2?^5pYDwsGDF@3B-v1RxEt|+VKCYGD4G*(0Nk8OYc5>Nk*=z@I>>w
z{4_#!Z`on{H~rNsirZRUVJHI1-OANNb?+4v{+C-Q!`VDodT%%@ApTko!RSHPg<RYA
zhEK6J%e_IMBP}DC(yS}X!8{}+WCpV4X&fJsYXhqP;o=%he~NFy@@;{;h!Qvo5aJ2U
z_NID!?*Tt-5@TV+7Zbx$O<U(mII83NfXJHl>J_JyRB}QB(~X-q@$JPeBv%jItKP$+
z@L1)Urk-9vPR?oFhX2mpR?oe0<u==EL%{OHUG-typc4}lBkCK_a5XhGH#awJoSmf%
zU-G{(v$C4T_8t=xbBK{q{FFC0h8^M{KuzM}O@Dv0B($+X$;Ik7Y(@xJh*}lf90pqr
z2=_JYI97!n3_1(6r{NJ1UYVI(#Hwgb15k<Ui5X63SJy?D;}hj9>T{s~DE!;9a{fF%
z_uR}*_z6pjmP0HTrf2C#4qQJo7!=u-v^ZRv-aU6<ZS;^_C{{Kmy4kt8^_`uepu}OB
zw`HxeIeaR~$^z>wI56(ksdw1W+CUNbM0?A<w)c97>PHSgDp9v<&+G$1ZeRO8`Vo^k
zopPJwry}o=k?a8L%Qq+}18gCT+d7Aa#C~|H@`7<e@V@cQCcq?dbrtj2{zrK1m`u9=
zO%u1{$41d7sb5xO^t6;*=I@z-u?zOfL>JA*tekf(9K&^ByTmL5ZZ9}(o&vi>Inpk2
zr`uEj8RB8Fv0yD6!2E`UR!E)N1z08_UitlR{R_t(@dorzX7wLG2B1l@Z{dixA*>+o
zyeIKwIJ^sO7r$ZS0ni=>ft-S$^#1+(i9kI|%*|Y1p0qGG2m9CH@7f|^`!+S@9T4!5
zp2~$;4ZyXXbnp#<h4xFY#LbgnePMcqQR_lpfy{A!12iXuT%$RJRxT9KAh=IiSy}HI
z8-1Ww#Hwl^Xy0FX>PmQ67-msy|FfRDH22Gu*>(0fu4DgeNfujkJYoWd*gfzE70B$y
z^_&86b9U;Q^<Ge5uv=p}*dt))!^e*}%{I-X*oSGKu#C;l`U2A+{7-3V!*NZ}YC?R4
z>Edk*3pe?UGw9xU)niyq$=zyGIvCY&UL9R|a3!5DtGs15ecwRg-H+G)Cts3;D+eSw
zSQV(&b_dCOK7C4xcEF_mcX4<scJbEM=P4<-wer59*?>@*ij;!sHoCEmKWn27*9{y*
z?XUUrKZ=WEAaoBBl9FgqYX=8oaqkK48ZyN1Kha#rgXzbzmn-3_3p(3nSg5V85Go+l
z=jTABf1#SFq^lcuT)%Cfh`2bOS0>yL!iy8q4iYs-dP>Yb5fwmGA`m%YoJ&bbxdAdE
zRsr&_4+OpN@MzSOd+<QgJkS6AxPDi|?xKeGlL7P*z7-Mvza#wifTOJCE2kB}u|vy`
z1OGw%k>BqKe-~;{j(oF?eEpvL{xzkX$Bh0c4cRNJ++P%UGRaDGN0%O;I>T5Nm!<$-
zj_8);uvKH@Ou(4U%iB9~x$fGnTWWwCv6;1kG&->L%+n<)fTz+I^a%n!V!b0i=(>As
zaWM!NV1)3=k*Q92&2Z9A+$ZN%<^B>~;z4_ypMUo1)vK1Hm67N%joXtx;oJ+nmLr!s
z>pEPD!Up#Q{wCFpganDWu3h$w^z_TWXOdSie<Y6Aw_ATKc&b-5WU7mq1A~GvCL=Q5
zQG2h;+GbXMT)zSb9yd2PJV$_Opb-QRi)eOEUf#pv;%}0+EJ0Dubbp8%=q$bn4nxiB
zdI~ZRb_E4R3X}<@_nN!iyb#kxbH?PEViT_cNA&4}bHYtS9~j&i85b7rVdI~85pOl`
zHzLNn`8M|q#pFv3!cCnRZ2xvE(Y=hx6(%VVH>6)VVdLcV{iK#ycz1A<oqO^0%#5(P
zx(7~eVss=R5P_xQQvbxG=vP)eQCh(-Xx()r_F<~+%V(84H)YU92?+^dGlz^KmugEA
z0WZKYF<f_RQ){TNx0whM{t3{%v!mk?x~mM0JJ8U;Hm(^HIf2{?qOcipU-?8hRiN&3
z?^$cYs>W@Hl91PGq@4fzg~i*Z*4CLgBT*KE3RzfCFnd^xkujcs{1=cboSI^Z6mS#;
zK`;ic!GIFM&yzk=YRH{uWB#jNZ?Dkoh^)F%nLC?Wu6x2$X4kBl>fHQ%6EH|5mog$F
zd+C?;DZH@}<Cs-HK}{fO=C6Bkk`tbk->cX4ld!N3lg(cEcGyAA>Y&7r9eBO-P5O32
z&VOX9wytg`(bMBBM$@il>Pv^}0EZN`6(*SL7Z(>li-@SlEV~Ue8D(_2SS!YOSRI_4
zC`9eVqW~u`z+eDTp?m<NHYUT><fqQ9Evw%^Sp&7SHY{>BE9A-e`S~&WK%9<TdMEI_
z%Q#Q5E6SjxpPcl<o<q<RV`CGe_ULkkqbWVd$2aeHKX_?U@=%+qYL+fJW5vm)n6X(C
z<*{--2t;oaTk7!e1QZ2YT0Qg?T;g=N>WIW9C?NO(H8tB=au#VPe!_?IC#Vi9AaW42
z2YREC$9-&mk3(6@3<-{*&Rcg;sC`iA@mch7V{1`_(0_+=G*8Bh7d|ll48WLhxtT5G
zSyWUb!R`Yzi{_mP!D|A9pC0DBY)NX4j)Gvi!ydz*9BHfO_8M58Aclgl1BYqMg9pMN
zN-}nS`-Nv<UDn~#r%xxS_XFZ7EGnuS8v0YbH%UJIPWOw;L{BF}SvH_kX!O0+FyWj;
zKaJ*T4vL3xY8rC-H)rxR!&5Y9>eHmrWTB)jzXz)HEP3JdAXrRbvrbA1E-4Yj`NP;t
zRuUXc5q0)f8y3_6+A2`^NRE1>{AwN^j>lO-^;Q8tOA3(Z-0Y1ud5}Md#fMa!0gUE|
z|AXCl3^bW(JbvTEKan(+f_juI**&bZREQ7=0vGy7Y)m-uu(h(Yusi~$R?o5m-W|bx
z-^83{6BiwJ1r00{YYN!jFwVrd3IXOmI01E{gXhW6gTRpnqXJL|;J-G&cE8C#5j<7w
z8tH3sPfuGxB=<Fcsq_%<1%9m^Ftnt2=mhv?ZEu`+wJ7=BPd$^p>WSCYE(6Ee^9vM$
zV*kqvhWw}s*0cWF1Rntb78@)&eASlq(%jrYBJs!jVl8f*(U1KzR;s1UE^cnG9p<{I
zN~KV6v<+nqKLg~j1Kouox-xJ9fb~Cx1FhTI0;Z5lGlWtcEUOHh4(I}KZesKN3Qj5^
zsv?Pp(Ff7(A=zO9oHu_Ibk15H<)g0_QKEpMn&_DQp%y}LQ!}%<!*8r=K|a#f)59&G
z12RewawC=CBkGf&Dv|Wne;6BetHP4|#bPIBJ2rY_p%*dEUo1bJD-&$!>t;}p(reAV
z41w%-%EC>;uP>{`dbVt(?1cZq)y>*}2fsAEyqe?lZ%CE2=>^Nb%}q4nbiV@M13w{5
zAR&-Fe(d4K*OQm&ncpy9a<k%^S@<NL$a+ymhUmaMde3#gfA5K<O{5|HvRtjKsQ5ZP
z-S{oPCRjI*x$~jkt-Vj)Rj+?mhPMnVP$N8s?mt_&NEXSRH&<L-T``Khh>e#p&T@03
zqNBU7`-YV<&g!suUpJ`d-MG?h4xpW6X`K=i7YC;k``@J9?|o04H@8ny??<X1XZWuO
zQ}AtZMs{%IK4HN?8^D%2^<lZf%-QFEe^**#Ip44O8su5Rrld>-RAw>g)DWYXsl{vx
zu&%Bir7+>=n&G!X<TH-0{$;^5zSwE=U;h`ApmNkm`^m__tHx6Y!r6d&&5myK5(&Wd
zRlld>3BksQ-N!ST5;?XDuI#pU?6!X~Z5Ml0G0i}D>_T4VHq=xF-R}*j!Ml>{@se&r
z1j7eeC)Ek>5&qSH{c%|HJ|6>`>L6S_TbMjhVdxDYP(kprnUN8Ev4}JPi2c^*TbzWJ
zni3DhsyICvbHwnJA?SsIO)yOgAVmG`{O-h&sSQAD^XtFg>?!)IhW!~;8_`KW{57F2
z_;SwlyKE05&zwO3+fxdz?ty{(@{HObMk0(Goup*-fy9Ia`I|;c%E~%b_j$qAz<?<P
z0(bQXZ);yEoH=ub(Dl3K#>NinR6CoWX!}HCPKS*eP2ziqZ!Y0OhOE^6ocgF!Xdu`A
zkEk8sopT91sQjk(IKcn_lYyXJhRjPWE-VlcGWRhwj76_cQ0@>w@gqyj35%Y{yTEbh
z=2`@?%GaqWM|n~2Kq08xAe1gFTz(Xw;9R;rkfoB}pWbOoq(a)yv^BsO-fQ+%ja((3
z+4_1}6`OY|=iI#vJa+-)158qMyLP8%h?E9;&dSO-fXxu-qH51<mAAs)N6e*(yMwLq
zSmq@6)b0NC%;bl0cvbcrLbBilR_J^6<cZke;u)tS;egk$TPa+)u!C?n!b~N7D*+=G
z=y|Y&(@vlye3Fy%O;p{%?iAhkBt2)%PQQACGXsq7`k3{6nYFg6{&oa(^fUNCl=I)d
z5pW)8=2{G+Yfp9aj3IL-Z2JiTK+4})%JdNGio^!g^`Xz7vlF{B8v6~{Sj9+rY-OF#
zWZ6py<Q5iGaBPCDbsR+qs(m~!?4gVt!MZl|pEGt>p1-afbToeZv&5;1gT&fIu4fjQ
zKY)zT8y==vIpB>7(W?9_3C=<=>UWcnB!$gHo@3fhO6U^x$L0#6@lhf`ssDyOIWo2~
zD=J)ilCR?so|<X^j^(;GS!y+^bmz|3M}IF<$}|lPF&MH<s4quT%Y`}>?)gu#U2$nn
z%~=e6-^-V$2y@i`;{|=La`E!=N}wbxy9jMNah~2A5<m@w_DLCst^E$^L)tI~!?=L3
zH)Mm^Hu{kmRNNjt$$C7|6W_iCK*DnO?p=u6pG8J`!%YaS{*2|<mTdV$yP24n)T2Wr
z?4b1(iZgp2MPhEI-qZc+9{T$jNefhOLL@QE9Wz?``UFOR13gnh!;>eV8ml>We%>6P
zC|_Scp3>x4*9UtF;>*Gh;1ed>6@TV)h{lsJ@jIEF5Y}P@zrV5X-&Ikbz*)%1#Dw@@
zzy^$t84<15i8J}kU4{;6!PnwUQ$vq1m_?U$unML1T7aL7XjMLw?*;&&8hWxd$v>;v
zy!$=pfO_Ove0+d@eiPs$aJe<jTXVbThzEuU#vvFoP~+8Q4UAq&(8W>QbZGZuFdm59
zdQ{oT*jrE9C!x;9I0N`LXkHw`!r-C(4_x^5OY)3*ZN-x}PsR86aXi?HSMBMNC%Y%$
zJnD5sjApUeH15#h(2tWFe@V}YyPgM9fy(d@!rgT%Ph5!p>Ij`PFk+lMJ9q7}1=29p
zTZRECu?3=XT}Gj-RC;yh5O9!mY~`=fsSuJvLK}c*rU`9UAY%4Tx@^4?h}#7cB<jQ~
z$j1F#?S}I9-S9A@u(0sSyP~rA)Mn8o8Yv&2hf|2nU9fmA&r#Z)dT*&BIpFnaszz^K
zC(9E6Bp^$8j18*Ws-@><+bwNvMbuQdm6#^OTf+GRSty=!LV7?HUxYm-+%+T8O6(8J
zop@LC2=FuEu8R(zIQz=sy{D!u#S<higZ&UJ+TyaZ3B((fm95vzznilO*?A#4^t)rf
z{!{S9tgNi=ySV*&{zOtz5>E_fm>YrLW->IgPe9yJP;jVPKO{Pu7ArCHvSr!5;YP{z
z5l@!A1oEy?>=X>lr3OA1zfl>M11><C*$fZ^6Ih;P-s1uF9^PLV*!tl2AcJXp|NH(>
zU%mASwY#AWHejVg-*^QsB7g$c*4A*1Cl(gmhbXq9BO{4~=|XT=k{+z-pn(7Udb~P<
zj#)#0_7*Z1xwQ)(L1+{LD||mF2#BO0efMR#g++3Y6Zcap05lj_SbQwEop3!;iw%;n
zi*j~u>g~O%d;iav%0spP-+e|zMQP~h_*GPh;-g_<B=iLwLE}iUZSYXGKiNZuE}cm*
zK*Eoo^rYS2Xn5N;;k&7Uy=Zp%Dzh@|vGB0sU5Jq^s$yJ75izkO{=fEYK_hJfm4Bxr
zqoXzP<!|sbefmUx@L&i(>u41uC&Znav=hy_p8vfpr=-5(DZACS9r!Q80J6@bD%L46
zr-5u-itUCx`gsuH!B$H^L5nQ_uz%g);O|`3n@MEjPL@q8n0qAc*MWyww+2%eElMqk
z-;?2%!=*tm4+?g}Z_0g8!{LM9K#78bC|p6HBnteq)vJ^M6*Ap)B^|_*uV1~Ye(P2{
z)II1U8wUsJp{3$C;62K1l2cw%R;H<=GuS;iQdgHY!(UKXC~A1#6DICNh#8R>Qgrv@
zeT?~B9haVMth4yV%N|7KS%qz-3d@k-yP_2jg<iT_GEW~Z)0!+fT7U5A&^2SZz{-b$
zj4XiPICU}LwcH5sR-#qz?Nx`l8Cd?H^+`T)s%&ferGQleugY=Uf*B}QCt>h*5W!;j
z29%kHFO9IPrl2(^np@&*&QOm2iIW9RI1ei`9e0B52~~5_p7OVEnc3LV`E?iCv~0!o
zTOq+h3o`#pKk3rS;)}ezAm}E;k&qgR5hdY+2EBkyWhRF$3GuaRurL20GUKsA5WVP3
z(9lpBI#p)&o*gyluU72u??)#NIRsF|mzn#}0MD6GRq;!Y;4H!=A*%eI9$EC-Fu9O4
zFg7uHiv5Fr)UmpxBodLVzNj$h&z?Q24_gu{S8k=vH=@Ey9qjVnI0fJS{Voo`#s#q3
zkCl}PZ00k7X*pO}#vIg^b_ZWpzZgB>c=j`X3npHGGoOTps)r2d=;#3FdR$TQTU0Z2
zFbFcr>gq&H39zc%K0n2Zg0{<5za~2R`t|<D{MxOR(9+Hjmd=UJpKJU3qfy8_`-rwS
z(7%nN?Lb@Jt=IKghiGUT&_c)pf5aS^4<*M$(MO&MkaI-RH80pzRLw}-6mHtDkB$e&
z2PQtLP%fQ{L~XTN85<v;u63$i`zy{!tc0$<K6%_?s9`0`U{e9u9_l8@U{GcKSX(=9
z;kBR*?<*8E!rHHm$+23ATmj5ju2Ty7Jq+y%qm+38gtcGaEeO4r7qJl-H2A+Bs#BzH
zV16uejj3{v3<|3&C(iNmLMpXZ85<J=TLG_&sk0R=Q$Lfo&p%vVJbMO`eSi;n*M?VS
z3WcF$!>s-F>(~7rIlbmPi0f0op>2CU@uap44zZ7?^Q-ExJ{sVB`;JOYLfXM$buKBY
zUgr@Wu=g)ej}d$U$W5sj7(T!juL*~ROP|~xE*WY$0fx&VDXScOO=O|^`AaUqq?bgQ
zzMSC$)L8wQ4ZAF`_}?DVhg|)pmg`)rn&V<(5_)$!NubaIkLB}&^_vg3|2ZRRM+|mq
zyy#Zc)_d67SlMmE>3GplyF>gAu~Zyx@AvWv3WB%~6kBz@N0n^Uz_Drok>DV^0ku#`
z6f5Df3vV&1PLo9Ot?Ji%+swjZ0(HVy?6c_@5n#S#iz_{WdbKi>)Ak6fU%Xds$G2ab
zzxr<xEuQ6Ik@p_5BM1j`K8N10+c?VYg)OI+a*`QXafL7uMhc=b$cGj9yCBYm_B@d{
zkX1Y#>{Scq{Ehoxy}`Z-#l8%DU%S}!Fr;9Fhz|vM()W`}3CFQ!mXRBRk<9@Z*(st$
zCR%a;*#xa8tl&~0-ATJ}x~u4(egmo_Y#`q_EgC@Az<smwf8>O~Z{kj;HiQ+dkWB)P
z`w!4zeqcwRSX}&sy{a7i7T2rAN{VzliCu#pVj3cil^Elrs^F>Fw2R`_slz*O=j+UF
z-y7%jXT`BdsN!;O)i9%h9&ZT1Eczsno$U|Ra(<egxc8afnC`#*J<UkGu!r^EbUq4E
zy8+;%%<5llra!F@3Bz9$f>w|1zsCsN1i<7C$KI>NXU57+>`u<FkNw{}(SYy_C}IQ8
z_;1J&iAx5XV1l?rprd$>626~gh_JspQmlK1=**$qpTa8xqyRFW@<#|pv;jb$(0k9H
zy-gLXL&OjYCd`Rfux%})i`4+-8zc2{IP6s5)vmZQoodJ9M-0pG{#-<~OuW#&y5?qI
zWu6Kz+~;%FpR4#^**~hUA;Sf0(?;x`o0k<d))3?KV}=C@HlbtHq3=!nG!Bk9v@Glp
zs^iKN1T1I?v>}=#QfmM+cZDAG<0m2BW<RJbuq&4uD80vsUKvFqK@i7#VRCsFe#9o;
z1BsXa_jXE3tav*pUQlfZ6&BjIyFJ7g1UKKlGV|o|POh->O9_#L$0)=%Xub)E8|Sj5
z0WHK2T3XaN+)Zu>evaj~Lf4J-X+jMKSje^B64jjK6Ih6H%9&7_>>=KU3U5P6OWTD1
zuc)ZVA}M(kQy)OSuA>qX5~?|4i6_UeLB9ZpBj`vaiHIXCbHX?W8npVxMn1sqms;7|
zl!(jD1;PFd+?yrIobmT@GNa!<ge*xLn{$|)OA4bN&@A#zR<cD!51^m8s#e&riP(m^
zx{KfrxbE`+#DD`ZU5sm=pQbmK*){_PWSEv7M~o%tKS_IPFso-{W83`q&#k@<<uyu9
zJoPZgY=9p>%eaXm@$QIT09ccql|`J8kZ$T5^!4<3#mDQNJ$?*xeAolxqk(#;sF;wg
zIL^78592k>D_1&{sUgBXdG>53$`8B;f*bLsk_I#5<3zawN@i_W7bO~VNa@u!mcCPb
zv8!N02m<_22!{;JYH`S;)WYG5-5s`xfPPYOxVLY^e)9#cYIKaFgTrlebARv;5C#aO
zaE+4B!(;n(T8I3_x(<Al<GefmcUIcvmZKu?L@$`n;wVgcl-sUi^ZCWOv9S)e+@{aC
z5^d#m^!xn&-!At8!$@dxOVnCmUCuk#uN_#>mcH(LvMV1rr1m`Kav)GiCrAkpJeLXT
zT@UQBwH&bowT>V{z%&4icaJ&6AiIH}@SGyB?4wvwVHfZsZqUJVM=oCm&bkN#djz0G
z1;E^Ec{h0S1dHbZbKY@!c>Iap@oLp-;5~f64Flr9&<FxfU;<~aR<2%c4N(Rhs|Pxc
z3Ak<sIF+Ob%oL!K<K0W3*k_MSPhc8p0M5(;6Lijv4UNF4x@;@U*;y<H%xx-uj9jfv
zpyLdHhomt9r?7w%_Q$$JwSh?q;sSM0bt<%60Ov5M71#yKCmiv0dStRG=cW;GX@(E*
zR^pfQx_}|rI%V3F2^PIAZEe6h9oQfOhny_ygb5a`z@}Uw@N9X|wdKH54Eul`0bpqg
z8$()NT?L8>P_WNo0-g=g(b@SBSX!$97Xm`2%z!=gbl@lgRNbX{u*lf*oSN}NFsA?5
YAIq8f;N_HECJaE}>FVdQ&MBb@02Qto(EtDd

literal 0
HcmV?d00001

diff --git a/_images/a69b9f0428cf68a86d0aaa6480b11fd7994c4c30e4d29a235aaa4887c41d21a2.png b/_images/a69b9f0428cf68a86d0aaa6480b11fd7994c4c30e4d29a235aaa4887c41d21a2.png
new file mode 100644
index 0000000000000000000000000000000000000000..6be8b8ef7e2fc8784f2ddebe348807e018f90a72
GIT binary patch
literal 79302
zcmbrmc{rBs+CF@fOqoNb%u|vOk|{Guk|c>TB_Sb2=FDSAB~eI)q*8fI$vh=V=8!3b
z63IOD+pp(&-*4N#-+$ls+3wX^OS;|Hb)DyN?9*{Z85`-*({j<0NF@40`r0NW5?K-c
zQ%X&V@5Inh%j3Tec<PvY9>3(^>1E?_j&#Jv)6M0Qr^^Lf{;TIaE?>Chx=-qWl&mDb
zqo=3aWu?7)FaAG2Aa%*({9Xa0ExmXX8aMq@mq{c>8{$7?IR~>ZkjO}+L)sdq-f2JX
zd-<_mS#3DjcUqyh<H#>n^&n#{nj;#~LADx4qkD{wvDQWV+}VDh`P8gfw%4844<A_9
zXl`Q)R%am(HT~T8#P!#?fWU7KQipH0i2itV;8(Zv*@S`KlwUtSew<iS8O(l39n4?(
z@0WDAHRBSA<KHh8dLdUj;>(UfxBuVo)bqp^%ShuZ_5g>woi)BVE=!Np6aP|r+`2aI
zI=*Z^R7G-c!B@@Q5a#`q_zIVy`hUHVqeD$Ny>)@P_sUrE{Re|Zm-x&jyQJfyuiLoP
z;Gfno@w3tvT%Irzzx{rgmv&1HA35>s!-I5U*aZ|7Ih3#d;F!sjmR=ViexnWbkej0S
z<m2So#lA~fnVB}l5jFTQHpE{=nwR^?iyEaxo=^9`S{zaRzu%|sEx9bFwz+I~>((v0
zC1VbbdO6~{=maiLe5@O(i<zt4e)NC7-#^St!Y7DJJ{!QfUCc<^#N@LZV;C;7+8p;r
z>%;QgsQYw&(MW#LS1#g1#hxN=3<u?dz|CulJU51UDRCddbeJe)`a_8OWo<nx96R>^
z^^W1@|Np=BPfqRHQo}Eu+TwWeVwi5$b+f!MqwEl~yeq2}_;0*g971Y_gKCB=FI8-W
zKYc3E@4qyFn``~L7q0|;;o0B6gH0tKZ<eqB#dF60<C-~s-kO7rSOK5tgZV#w`4W9N
zSt>I(m*&WkBaW`FSAFE<<uhNu-Y&_WcUI%3zA#gi_N_=AUEOMHX?4-0>vgtO!)}!h
zuQeW<WWIa%?r3I*Q{l_Lp9uz!scC2?=cwuFb@cVAZSCxsnVHELBKGz3iEOEPS^ej-
z-LlrhHb>)Q$FBeW{hOCDPB-M`OX<+Cumdy=W11`+9E#S=1s3@|6@druNLkVH#!oD+
zQ3nT^<UXoh@F)=Zo1d4rC89>d&rgMA`*vRy@-17cYzrt?-DRX>mGJmD+L<V>hlf+L
zva<3YJjl1QvZCm_D0we6b$DVT;?bi=yyQ%Le2fL=hRxoTyIr^R1|B&Qmt>xN`*!Br
zw>)uiaS2WKccpE}Wo2chul=^i7r%^5V!@yP9%1Y*E-o&&@eiB^jlbvT+uGW$cXXH%
zKO-cxB}w#%rhx(N`o>0tpPy$;>TXY^oe~lf#^&bw{t97XVR#sK<u0%+tPnqc-~gwK
z!uCt`(mq)0Hm1i<o{aeM!)5B&$&(Yp_MDuY`bUpux3F-F*X(jFw|U)bY+^DZ$0;r;
z8EP)6Yi7ni-jW(|ZGK!}&z?AD<?v%$u|u<>S66++Wb*R!>u&8jo|8KJ?9^-i+XfN7
zcl~8Q*XHkkX0{u*JEv7qOe{O1=kb##vbGJ<4~gHdZTGs@ZKRgQ@9)Oa@^A#7@re^*
zv9WX?Qui~?PqgyQ*<L-6rO_|dU|T@kP`w*G8m_KVxHA4k{e;`M!?tc?=ij$)J4=*(
zaYU1}_N@2YV+Fd+k=!+rTKQ(9-Dd;qmIedkH`bOy8b)naevg?K*luN)G$&oU^lO-R
zB!e?<gwk{CxHv0qj;RC_1=;Ifx~w+pkSbEy07IrRb)r56UQ)?T(p=Mx_OcXIRPo;%
zPot#hQs7}NqioD=EDer+Z_Cm*FsP1Z+wJzVu-o>_n+rnqTXmTzB-ytaif+dX|HDNg
zwY|o*NO|L@n_|w=Q&S02P<%Y2xg`6-kVi=ec8}sl%a}*i#Jm6#HHsMi3}2teMhG`}
ztZ8h_RBKz%ex$`k;ds*z$`CTmOs212zhbdtS7<32QThl_ljGa@`T1Bt*Z`a}0t+;F
zEH&X4`SpRD^L&1bz2_BC{Kh||gxubJ(zY&|Eix`{=N*|-`DWi2e7<`s;ZK9w#)w`Q
zN)0A_qFbN-h#5X&DlnIHEVQ_F=Z@{~Z%tT3{M6(O5m^!ZXEyim%3+V$O5$gt7B3Lu
zvn}8_bLI^8HF<jLQqQw5u0>f`&>9*V8@hMDxG3awI^q7}PihMC<&~AH!9hMhwLzg#
z8;$@aB_(WrrHAeM9Dm7b5^M|1XXjfFj<z2?SQmeAGZHI&ee!5vb#{7ylKpFSkHy?J
zM{xlmK8M$wD!h#NohU9$v|-fL)NU-yCZ8xnI-PVbT-X&H5<)e0$5W99HA_{y+g_F^
zB}(@hM3ZP#c;h7|J2wPw8&J6{;POdsyGL#{k5%I{ZEkL&h8X9Xe*gYm{rK_iZ{NNh
znwX$Edv@^5!HTXfGb|JHe6z?pTWww4#gaSc<+$2<dWh8$Qx_Z=N!>X1o44<jB)goP
zoO)K9@l5;o?~V>}v$O&)w&r!d$C~8Z5zL>Eni_LdZH3}&;D-F$^74N>z{*6r9yagK
zhOX&_Tk;wftO}_ulTY|KIS<j?6U*m4TI29Kw=n-5e}3ysb-uB9MyHbo69xXUKvGjq
zL|O3uPpzRf!^WED3oY7ud!rT?uXc2HRy8zG;d*B0=Ezc8bkCm`o0^_xW@FnLr5$|d
z4*RX-WV`-i_i`h09tNs&Y+c>mOFn+7E#aR(o9I6_5f&B>!X2@fjq6FBbF_W5sa8sK
z*Nft}4g7vLiS?BG?q{Xl>RLJ}O6=Ok4<8==Y_P#EM@71EgTdef-t&>kE_+$d>gwu*
zJ9j8^O_dxjdEmygJfFcPyKkgN<L~dU8XX;tB_&=pKR>Uft{&9T{oY%J_nXH7ys&48
zh4JZA(3dY36ciNd`DQ}W(oAGzWTc>+9C56qH$_EDPHl&US>CTYIXZq{xJw&G?x)5l
zBO}vsnf!WX)<m7O2kJ}J=(n-4;rm`+s~)KON?-Uatg^X0T09)i?MNf_UCQC-PvUW7
z4PgPPdwVN>{``69=TB8za+C1w>@hlQo(znPRI>-0@1#+io;Z=2krA{?w}qTs<!h9>
zIP1fQ56MxZ^e$f9gU=hQD}>!_D#6C)GWzo;efgPR9%s1~T-2?scD`F4iQ#>bxc2nf
zvrx0Vt?8|L*4F%J9jZQRA;VemYSkf(YWiC_tc;Evp%-~SIXQ`1%k!$>-1+l%o9ip2
zAY#W3zVp|*>T<L?k~>5Xi+XuH_0qqvB`1e^x+}jX_jtB+z`A!lZ^N)#MtS+pix)4d
z)=ElAF<=cChJGdSD|35ayLK$NdmzmG)G3<#MiHMr8FR$xzU+0$=1&<Y^Rnyv=c2L1
z?GB}TXy-3p>~(0l7e+J%^KVDyKR-T<hpc`1@;*EolyY2Tt*wlcvom@h6DunPL&TP(
zCb{pIh5A^U#ymnpL)Bk&XFY$;Ajux{ib+q2ijlXrHfp=-tG!umkwHPEG-WS_xw$!i
zSG|D!r~h%e-s`g1SP-!VW%W7rW0NSauh*ymBNY7n{9az0cX)QTf>%vVjaNCm&Q{~_
z;cZxX7N<{Fjd?J$verg&9`W=NAP+Ljd#v4HFAGe7g&T}gKht0GY0|T?xw$5mb03M+
z5YMOQ<|b`)UukPn69p<eNzvmQwV;p?^Nt-<Bx(kRt4glw>Lh$4(<B%5h_?L9Q5v3-
z`0Ik~F}vE>W9p>2;vAiwx#dT6pP%vx-a^H|FCp>%@k=ri9wy#cTd*yMeSiJQ8fkGf
z`?>E~@q!W(v=IzDs~h+NW3j7LW-GVwGArP|1Lg>biBVOo|K29CdpF8ZVoFL>-ivo!
zL<`3f6mrobol1P@yUCT@9ENJ<=qQeA<~~$O*5jf8bb*KR%(8?93w;^ACwIfs%L@zT
zxU0TYatvR<GMSByjiTESiFkgyjz1a7jNsMO)1#6)^EMK=48`1Kpp;EEg%0b&`%jzR
zutZW+!)Rt!)|TC7&w}vWg;{8xzgu<UQSxlOKzDHC&vsG6yQECxNX~r@896zP7Y-gc
zaNzE~^9<U8%z}b~xGF})lEW<y`*^Q?V+M@U5KOdQ{WEFAzWdWycx-GeAVd9BXC6v}
zOwKP`fOqpkC$=*_lOl~{9_Xklf7j=+1bhCu$i2S4&cw@mgYn?{%Ld<ywHakg-=Bq~
zAmC~nYy$MU*~LX&U0q7x2uk@UiL_{MTOK}rO1sp5nGrben3-AlV89wZ5JJ^Wk;Biu
zt(vW+Gth)082RcGh4emkb%g`zNm{(2o*!?~^6-%L^Y_=&dDLYd&I)3+*W1_E?(5rY
ziavkD|M;lNanUpER0=(CdE6Q+iC8N^Qpr8oWa94A45*Xp{6TGwwRmdLL@n2g=hd;Z
z6Z(2>VrMM(eg>4kzM@MFRD6Cx#9GD;`~Krc?bmYOHJ<F`<Q@N98f19g8*A5aW4JnO
zoA-}`1|P$B|6J?~?>^&8fBs{d28x5(Gjol{2Tje)Y@2S16mPChyKk;v`_cQFc(b0j
z*Y+)JwxsSK{nnJU{JVKC@pt`hHT34M>}i0ENTh6|`_)g5q!PP_m7U!dx6ga7ZU@!I
z3ZI%E2k<q41kMC*Tv1v3@!I^I-vQhS_o<Fu{g+!+i`Qn#?vr1{B?PR`=@AQ!<OY%=
zsG^cKl`*$G8Xx~O`hcs3v~+P*$>oX2Lg#K4KehDYg|5?4+jdBK+gCWePRV)xT=WLt
zK_kDV0WWQ!HQ-7;l*afUfsbqo%p?8R7UQ1I@8gQoc6XPtk>m39-@rl^!@?u}77Zl0
zd5ndPjjgs~b78OT;*Z|Y76&0b4Q&!XN)Amhf25G!4JHyw#UUmNjkg<%eH5gTKa=gD
zRo47YPEL{7acK$7V-y-p+9yu1p-O10EOZ>#*3ck3W@4f#r=Y-sEmHgT+I(bbsgmZ4
zZsoXR+3n0INVPSL2MtjZAC{NjZ)|N9`_k8UzkYTs`K-yW$?xC!vEmEPxAF$_Q`@#b
zIZ|uoH8AG+4uwSw`x2KCg-#V*Gt2~FXw)ZZS)AZK5+w$5{O>)&roZB|@g&t%5LIn;
z{X<?}9u29s_x1Vv56)HusG>3J^!&U!Rr2VOu<ggR10913sd4B^wL8xGX{dSu9t(<#
zNBX3jN{Fbfe$P^iKg#Po_WpMHyRJcb85ZlVehy0$6O-WV2R^h1|E}*-aP5yo&B^{W
zRb^e&*Y^2yFeu5JH*YHY`nZROhwsXsd!Ny5#t|M56tD53TWIfIMuW#JQBhHmF)>?`
zo9oJ#zQ+9XkHY%u^oz)-sLZYksfOm}ZGwr^<kv}cb#+WJbsPr+R8WP<)?WzLcb+^O
zH#gdF{C>lB78Z3T3JVL1PoF=N=bA?2YDiX-<UrsDc>|Vhcof}8DJdz%lTT88p4qgd
z9Y|U|*jxF}qem3#$!jy~EAz`gUbp64jQneMJNNl>T|B%WSCv7t?k`?YNX;Du<F;Oy
z>Que4(!95VZhUm6EdVu-fH56|_5lJby<}EWO=Hc;$A9&eUfDfUJjy_T74tWa%&x`5
zlumm*pH)V3YrW{`?jG$upI(Psd;LhNLgv$_Q_;I46Ry)-xpHM_eubKmQP0WgX@gb^
zXZW4vW$)04h|$JGA+*NE_wUJL>NGt)<xu#HO-)17(s(}HSKh%DM+qpZkec5Ru<WOX
za;d&yWoD+EpDQ9PY}|Ue#8O*Zn_o_j6`)--Daznd@!Q{xTNqV>I`dAB0@hX&l$ogi
zFUl9WW-9&$6n#9B-99{1_NyL0^=Y)Qu~9$mU?4BHB<Q5-Z_&xp=X<^QUYS2TlP=_Z
zkGzr~IM5hUR@e3hu55EH8Dn4n(|&XrpmGlPa|Ac*hd^}}r$b9zRTOrY%I`)Yu$AB@
zd(C6Vn6Li)BJXH(S&_%l#RWZDEaCordK9M%?N4k_o%D^296~R~N(XNGJ^kB<Et4}b
z@$r5Puq)fOYuAcbr}A>0#O)&wa{Bl3p+|#xRG~)ZOi%|`*2U}?1`Gn+eDz8eg=|ru
zFETQ+Qgx|61Q*PXGB5o#@UMS%cNtYVa3uig@!OY0k3NVU8L_QxXjt-|UGX!#Cr5L&
zY$s@q>KU;tjpHUJY4!dqGLugLyb22oi>IFEr9C)mXjrSos2WNX|86TUs}~yLS)BDA
zb|exg&D)jn)aAax&2Y4@AzU9g@aK%B^Rg+%r%%UBO*y$K^3>MWTED-w%P=fb<~`P+
z`=I|)l~bYM?%gpyYP)xDOWl77z@rL(18~955+%N^*{M)7tF4&L<K4Mt_P6W5oAvee
z)zMFgiVBwV(p(a2Mo3(ox}~M1*n3V8oSd19D_W1wpS9caGCdY_rm2Mcx5h+XkwHT1
zSzcSyl1d)U&3>Q>2x69Rv6VzL1!=o_I+w3+IlcPbsZblEV`2yl@Z(G2Hf&U);1;+J
zD7{_$;!N=RFJHd6eg7n2cvqUN`OcmiVtJi<?J$h3S@-_-?z!m~6%1cQ4sg6fTSW(q
zd`fjej;r8ep8{w)C6I)pqhn>tzVmJy3*C&pcf%o?Z4N2&F!;?@QF*UUW;1hgMwR<6
zEpoMuOJTL6Haj{w5g!%;8Fh)}M{UI$?&GcLjDUCFzS(D!*Pl9d>XTC;R+-1E&8BG$
ziQ6V!%5#Iit^L`a1c2nX_4mgvOm{;y8U=-J06xex%OmqFk<WVgkUzN@q$={^LqUN2
zey>4)e72yXqWyOyPX$-}-S}m+<`3<!0Jq-M)YN*UHi{4pau_IqQ!3lC^yWH_AGJXR
z1yOZ(cPC0s&Qc(LglK?svo(xa1qIAt5qD+mDDUh&%RnOj2eA%`R_HyRa{i@bo1n|!
zyPbRA&IXIAtp==MAHEFO@R_>A5D|ji^XzmH!=62RKo=^nbX!GCJn(hZuis}Xz30+q
zCBZashqVAw&-gE#ungQ-2w~6s_|XW9J1ajw&Y<I*<qcKNxE6yWqT8S5<uPyHuH{@A
z58<rN79jY^=PlkUUo&1DDnAnsHRW!L0}96<eIbGQnOg?u;+4{B=uZVq0|cBj%?y3k
z(hGLv+)Z)PrROD?#O<fuzfWsjIbuok;a(qK0zN3w%<n3DNwM!eLu@HLXot%E%>OBE
zC|qeO*H}z)Sx;JBVf)<P&S_)EAq|DXfOTSi1yC0c&y=zJx*#-`Tem_1n?NWDg-SOo
zF+8zd&%r@dcHcg#jZIwJTY!@-EdPu)#Md-8H}BH)l&dZl`KylAvp#+HZ}n*W!5hTh
z!~WU0Gcrj?eH|U4(b2T%v$gg0gjQm>&ww(%68a7kb>+nTuEQVgWslKYP|4B=P3yn6
zmnC$-;^Mnc<qzDXVPwp{S^2{LzLJbgf!;mMK*JQ-Fo_P8dt$k<#Ty!mm&fVwxYXVh
z77nA8*Fuk>JeRwRl@^@?QlS9Y(6M93LR|ZsDu<$H1VNW=6jJe`67jH<+L4%;NRU9#
zHSkhtn`#PZu*@aAAI3bW<mdiS2qrrA-1vFuZrNuJy%*i1O=9V_YriVuFZTU2JlDX-
zXR2Bc-p#sWM~$^KG&^PhUPErqZ~+LF*IOr!uej@GF+;P^%yg@aJ6C5bbMxlSobepc
zPXHc=w+wbny8ZRi022-MaohsQ&Bx5m6|I*jNZ14T@EL&Tz$d0-G?d|);f7|SF$$@M
zqF5l2+JbH+mPI-@>THi$RdPceoEy<0st-TEwYG&jT}VjD;W!OC$}Q*e%V(>%^}IUQ
z98_jBz2E~y=OMIKY<;47BxQBs!9Z5GmQ6|HeKh?6(khq~KlRkGn_`Bk1R1HMq~t#>
z7eCZNsJ*QdTH>sl{7j(1CXCnBrJv@H{oevfj<}}n|D}*fh(9b7Iggtz&4IW3)Zb5c
z>Cz>LDW&qfU@wqMmRDCFK6yfE@c3rINIg?*ah!~YhsR6zQC*6yTM734^!0?4LMr{a
zbLVoNKGifg=U|tz)E5cdJO<qci&j;8`ga9QFe$!aT0j%Buxe<`Iuz=xsmrf=T@3z|
zZp*;qXmboT$@OG0B;A_5vg7Sc;Ni!gnNw`lOUa1plc*2u68!tO2Y~$Z?l~nMhW{ih
zLS*jte`PL79i|DqhdLh`9$xKQ1WAw4QFdZ<G~~@2IRaY113;e(s;D?<R~P5O;m$3@
zK}SgdQ14&mOO)sG6PXiqbaVirusNUWao@OM3Xs#`B##$pHC}Hl_MA90>M>kwX-w(F
zd^+C@&q`2O*j`=mo13B!n>qMvobKqKG;P7_5D+1<-~~__KEQS1!UcjmbPCIXdpZ@~
zdtXz^6Q!+r>dL_BBFh^Cu6kFl$V0Orz!@JOAE@AzugA%ZVoNDoTiXniT(rb(px-$;
zIW~X$IVc&0T<wCYt2O)m=38dx=echcKIwFFAFkf&D982a@nZoM6+gp|7Ka3m=bCm@
zSmd)?N+q)d1Mw{{FRKIW=d=d3IA{s8EO67=E2Qp9G?TauUJ#C(Z!US2MLES#!G6DM
zL=72ql8$Ss=&*f#eYukp);W23A%>zMsQ4h#HnJ%Y;PguN=?Jz3i86z>Lh-xBwgWoW
z!GjgMxrAzFD<k{F!}+P-g14BmeoH#4c7XqIu&2h&eS<(EH}sRctof;fORJJ>@#(8Z
z=W@9HOiWmC%fQ$pSzhhdz!H{9Ru=hruf@UO!)*f*FbHdD4v127bJszK!AdDzqDr^)
zk`4WKj%gTO5clZcK~GN)xa8?`<IOs59l<Q`-Q&VKfhHBgPc7k3Xb`OvW&W<{Gz5TF
z+nsMltcqjhUsv=(nT!6uvZ<l;Tc2y_DX^pB4P1AhS^+7t0l38)o?Td|6HE6CPQCOl
z#b*ODPd$_?V=JpTY>%lG{Lz24@8X-zc-;5m(HqKczrP(?U!QNqa+(SHI*8&59)<^C
zhbCxOz4ZdNSyvZjnC5k;ekjV=V49*y@WQ-5(4>^%Gh<^35ZvOUZGkcS1B-lJED}gO
z!NI}k#LPTADz@a2coOadQ@5o#*7iRCK~rlhU|{f`iIbD2z&sY30tytrl+?$3ljD0U
z)@2`fkI=aEzS?@}?VN6UpFa=<fgp|@KOPbqO7Ww=WIL#k4t@vZJtlVc@o%qAU|~Fa
zRtwtzx+YkB*K|O8dwatN;ROTh+I()HW?WhAfY%`X*|TS}yP?TSpL@@0fBw93)ak2N
z6@bNoS>x!r6-XrX)MLPP@B}`|er(S^Its!?xFWRMwlQ;Xd|&j1P9bGk9E3_m@N`&1
zS*s40P@}LTaECy7P*5TA+W`+^$=f;f`J*G<r-<jL#-fM%+tJZ6)L(KLk0{Jis=~I2
zCq>D&(Bl4sB8z<2fzT5YY;?N&Hp>s+xJBV(l`F!={;aP*7;OO+4yBTR*RH6iu3)yE
zS-ls$@OVN3*GKt`{3m^c_V3@}-2J@n#!lszek&e+n=2E9OhQXbi+Y64m|-l=gwHR#
z-~h6tDrq8mB758T@$dBybz<BmKa2e6DcBOY);H+$Rt-SiZ|!GM$DoLah;)h}3Vuvd
zG2|gFekR2$%L^0~8biMV|0+KSSiPVE;iRYZ%5;$HS3(j9+*H9@e`#G6%zS#bgKgka
zH3U_sLN3%j$YZ(|7F@XVx`pP9J78u2>)$HtLZ40wfB)V9QVzPgn_?Q-*ex=v=`fb4
z(BA>1ziYf@r;|1kZ&o&ZqtOa%K?O!<(vrCSu(Xs5C=&fvRa*y4r|a~kI--?=khP7e
z4f@R=kv#Q^0&?UQ(pxkwQ||i>yuNhsJ0N=+i?jM)-Ah#(8q56ptId-_!esnk2X~1p
zQy$lU3uanL2`9<zTO;#_2ddoL*d^7mP6`Jg0!d#UH;j*tFv+bg>^>7y^wnn@A<+rN
ztBm~fGNr`<050?8OQzBKxSEdK<9fGWCbsamrXP%l+&2Wb);O;dySWM#UgrEq9*E@X
z61Qcm#|1()1yEL{{Z~Cdr0k2JRg>YM`{XG1X?g)vz*U}WE2+ft2G$m;Lye={L+GM_
zlF<*IJ%4_6wdDX01Ns98UAP9@ktbVFmLENNQthIU1+P$#c^pNJk-+nK(5nO8O-W+D
zE=AsRwgh-n@3t3`l%xX|#cz3_9CeT>_S;!PYLjsv(I(LBa(Bh%*q<)|eptha*dows
z1eKM!fz2Bm8`XV%l{?8t;9T{*xscRQZwmRq`9(SVu3fv}Sh_GK=kC^bZt3p!GCk!?
zp`o5@`tYBB*s)Gv4H3)1$47~roZOMd&-(jLspP|tbx}zmU_8}~tQpQASFkM1o|~Ts
zPSApja=Z3^LV|jU$li+U=w^UOTb9qNzt;}}EOIrFJ$p<vX&4-p&}XnGM!N!7X?5Za
zHatprXv2b6`?|Y#z+A#_Hkw`;IDqFHKNrWn-_=@7Ue~5Jf5+9C{wVDCp+r4icb_vT
zds7{`w~BYF`mhoUD7je&SoPKG*YHcGrly|f44?N}{52SV+O=dWh+RFLreFUQIuu$E
z5*h>&>-FWiEYY`v*mCdQ@q%Ik3lo9>-o#$EH;3b|c?6KwbLm8VZJPUNWo?cW>8-!^
z$<F=GxHDt<;GG~7HBp>M9PZOk9-R<jiGrKCHKOMFp40yfRbJo1o30Wb5s~%m*|XL=
z@=Z-mM(K?6+$(&s#S7%U6F;KF9%OX2>4QkctNJbuVVU8#-&MIL8}$4}4P?#hAPP`Z
zp>(})q{Bug$Q?j_1pK{pBMr$7DAx(e$y5dADiY7+fwSA%G)`SW%LH<S9e%EByDsWK
z6<$zrfT7r9!rt%v(Rz>jCmcBqan=#2K3dMsyRYmem0C_V+}K(3+^Wo4A=Nk19|AW-
zowNte7cRKJ-%3%cbbD=iIisMUpj(|?ExmPJcQt6mbae<ySv@$m?+5V-Tm!Z<b9&(B
z0f*KHN37lu@d)2v<y67^;!9)JGAV||^B<K#f|+^ns9-s}mZQi@xEug<rlFw`TCKN5
z<AVKz{&Lq)6a^H7d>d*&jjCKYnI^mZ_?)*XjZ9LL_NmKR`BG2Hrv0!=V1#J7xJXh5
ztJ~WP!%HG`Fc4Ce#U8tIi-LXUKh|byMa&L`Fq*XPRCLSe=6?ffg9RDCd}vBPgt<tK
zkhNUP7tG#*UK_QZcW^-29{O1{SbzMes*dWxi(lm4{PWL9*{^ps+mEWqd>>VimnXV5
zuq>R0X_=(yZEyl#pKsNCY+?heRjTH81b0Z4`s2gsE46iXz)WeU^tgo*b`~CT{^+8h
z1()!OB9-%nTc)4*%r$tmUUZjPWqodKWo%B~s|O|mQ1~z_OCV8y=-02K`GNT$pU^G|
z)IhREU4SB0jZGVVuKCWtTj<Og-mkdHylXpR>SmXge%VZtS#7Uv4!c`39Q!ni!b*B%
zJa{5Kkk@zdhr5rFIIC@aEGHp&!_e1L-HWvg$pMX((Wg8gWsoR5Cr(<0!5k`6JwE;8
zhc@0HuA@xg<~s8!Mm#Uit5>1GM_U-CD_rC{o^h3~ec;~fzMrVm@Lq0lw_7EjgGd0p
z&~<U<+U4vmkavfMtN}c6JBobj3wm9&b#yWd3)#lT##Do?u|v}+#Ng%=%LXd>4Zt84
ztcD)Md_apL@b|oHj7WBzKYu=cA|^W8M<qEeP35Vwqc1JHjLC@0-ywW@yUwR42>oOh
zVs+U<mKZhp?c2A-_w3OD5P(mh_sE#|*u}*hXl|f`sOXcgJDbcKoC<CKZf=;DdQRr#
z3IcfM=nw6_5|=1-SXRkIoV8TM1NxxjrArkL?aB`SXBENn1d*u(K{RzX%{R+>^@>oI
z{V9WEuc}--@@cDGNgV0j$~ZUSV3l3{S&eHL@QDWwx3Lj`wk+e^^^EK>6&)MEGukzx
zH9D4-JWr0Mt2w!Tr~C71;M}2q76r<j%1RaBOAXAlkMF{ohOr8N0_hH6mZ;M+YO>7l
zAcmRcvEerhd3-+5Wm9|cuD~|FU+@aBh`gp%K|HgMrc*+>1h$GyJ-`{KOR&GpOfqy}
zsH1I>+<?*5|I5E~!?RE#z*Dt#{^9|_G^}!z)6DDC6ih6ZSA(2~4fS4!lZ~y8x}RyE
z$Mc5=IZ%rT<?(C4+QoI~Ij{;nr~M%)!-gQD3(yzzOqmGxPDf`eA$#!f#IDRw?0XkT
znVdkccPO!a(sO9eJ7ns%9)T?&Gvfm&-M?Yr@QV?~6Mi3*o*{UUL}Ec^;*VYsbCFG@
zYtbmydfn#6T4GXC2x0<7Ur(Mr8;?2@SG*t(iw2bg|E?1K0~<2jP?USdMkZFUG2jZy
zA7TI&`FEz2)K~=n>K{&OaR6%v;{};rT;mqreb2JglLl)N!XC%5JCo+&E4Lyzu(Q!Y
zA407L83vgDzNAW_k%4uDHgQ+s;+LT4md{Z&!-RlfaQLtQOO*7*FK@`Mh+A`<M$ypB
zG&UY9#B*Gu<B^4z=;HF|UbL>ZHpmCjCMDT{(9mT~?$^t6(ZgJ=uBnOWtZNya8yXwa
zc}yEwHxf{n+&m_T`gr2R31T_h+KxoVI`TTx{k`>_F|^mEexdtpJUj@Vg8}_}Y_JUp
zIRs|u_{aOof}wHz)NnpVW`}EvJttWpQU}4lk*!{&dV*lY!omU(m~wKGfXDH^x!Lzk
ziGaHz4-+*7n%^(^1f&Zx@M9Dj#NEWILEr)`F=)Uwd(G3bde}|etIR0-a-O#wk_K49
zP%GcRe}C7uQHx|(LeGqw4PAC80KePpkVaAeRjgJl4RQ@8quad^+d+-MG68~wMMMN-
zWj(Zu<HEN<jetrZn*u??XMOO0<p^X4z!)E!&}8JL??`Q-#4Dx_nml=G%M(lYZ@7iV
zfBBlyFGGNXyPhlY7yH{Z`^OCZ{zLdo=Q<a<u5Tehe<kzu|A-FgqQH%{;8PyZlh>1Q
z(XUZ```*1T0=nDbRiWw<Oajuiu&C&byWubGn05QZNf0>U#cKkz77Yem&YLcT3HYnx
zFGHe!D7;p>vh;VpMpmY#tPVgjKkOcI<I~3JZYi{&&uY`B*|7qo1~N(;^j%8-Tg&q@
zH>7Kjym@+01)pC#e!bg8p$1JM-%OcCgk-Q>y6u6n_@mXA^xaE@4AVV*|LG*&0Y)YI
z#M!ycCVMxel)zguGWY=?ZFcy{ehOVbGZ6L29)&hKS`#Y~&jAWvEj7=P*q>$X)Rp$K
zM85)x?kRLmKE2Nfesq7oB?Tp=psK2W&-ovS$eeF|5Z3F$JNLMpa@#I@iQ7;TxbP<s
zJMI^N|9^oSn6Wbg_FJNYUR&f7t5IJ+vhP6PfV2D=R}m*UE-0S36exn*06=6@Vp-m1
zHtrVAbGHnT<c+6FYWkLF2P+#YCm;y|C+}@pV(Mz{DIcQc!L6WpUNMIY1+Bo7&>eCN
zW!}#v(A@)Vgn?Hj67)7BBZHJAc64UndxKol5%?c^xaTmy!sP{D`3g9AsMu9mU<2IJ
zd18_aVFSFf%Hj1cceq=Gw4g1>xtL=rJJ)-HKdj0AVQ2~B63J3lFhqjk&O%B_)4n7p
z`Z*mS8yf@qTs^i5d@Zoz4-Wf^EuZUc+n2;<KpCvgPXvF?y!f^ML{QpYZ9Tm#NNPmc
zFfia^Zf3BHY75Nf%EUDg<}A_!HP^RL4M8a)lzHGJe_BhxEu(a`xLdbafez@~8_W3f
z<&&C1A($FF@5+K&o6$ZA@<+T(B@lVYO%2f0BnK1?GLVdu3$1?c6FFcN0#}J;7LqSq
z7G!pywrffy3keHTfV!RZ`}i$%;`b19Ugs3Efa<m1!t7EOq@*^#x-}1~MDxhcH(!y_
zSi-yJ_5C43$OzILbhu45Fe|hd9tp{$wg7`7)}?7=#PE;nKy=KGy?FD{l=Ba&c6#*>
zPqwerAdy0kr${t8=pu@q-<b;QMOkUrSQW7}-@a8bOjBfr=~$z%SYVqEx`Xa(66_$y
z1xAi4N^ST+<(lcXl(K}bGfS)CkVtp#+==z6cx8$;=sClus;Vk#T3W6SuOpNv0UVyv
z@n|rCT%BYcI9w{|?CfkKd(XW)Z;m={JH1cf%qP<ewZ8F|n!dheeIrjyCD39eKcpYz
zBTP}4+{a8!i9BC0f6nx?vX`CR-FCgN&J{z$pPkH3AAw0yPuNok#z<O~-uifay+(R<
z#zKfEn1A+@7NY=MQZb{n@5kl~_Fs2)b$znQ$Hk>&D8#qXb+6Ouu}3~2GNCdjHz(e?
z6JA+ad2H9`2fCpBu>LYLGfn?I(acmobchDgO=c!0^;1EDiEEmIkb14G=nKs0&{-i%
z;6_eyJ$?S1GQJ^8)D=9@B3_7^96>wEkn0{*<W_Yzm6es5+1V*cxMBgNi{DPXB?8Gr
z5(74fNo!qwJ*ra`RsnR`D{|#;-vXW#_%6A^<r)I#-9l2C|FBQde^u`4kDluyhwsp>
zDXp0YtrYs+y|3(L+xkGYv8Cnb<*qMQLl9mw%<@p}+ngK!7=IeDh>4BmIgyxvPx9&`
z;LGsXSQyaUhr2R0LQ+KqbZEH{Jz;j?@+nc&p*Im72N4G%xB&_Qd0}-RIX#^Zb>!Z?
zdpW{0P=wy^xpwVLGGZ>s0xWo;aN{l_IGRgYg#;6cNPiu@FT00`nVG-!mLZH>f-nH=
z6fb@Cb%)fUh0BEu>+t$mHKk{X#g07|+CM|;Y==vypVuH(MTB0kw`96!*kqMvtg}L4
zJTf5$PIyJk+}zV1rvWjFixr7X5+X6K`$ZPyfSBO4V&P}iTL@`YW0kdi{c7YNfM8Z&
zkD1Z~(0)yc+k(g>;lY4_W4W5<8zVZZmOhw$0)c~$iO`wfHx|jSXEgY9j3vB?_uTyi
zNtIvk)})9{M8I0)JgVT*k<`-Txi7sXtN|6?)?H8U{J78qw#<aK0O`M@t4p@-&I@=0
zDz!uy5-JJb!S&fKu-$roEy7+DmyoD_bSMdF=C(_$B0I6Qh#&;Q53sfBBa6DAB_lF%
z?Ce=a-uMXQ=CIjPCKc7UASeg%i_oc!vb7+_;fZt}OKqJ9X&#f^f7Y|aJlilOIQfhZ
z4T*@%v9hrZLw_TjL;?1gT$Mv!Q^)EX8nXUV1a2L^V>1-{qpVk4;D2N+1TcP>?Qq5R
zUtjlo&&J8h`b{?aCIjHR8)!BJ4na{-huW`?0P}!Po<4nw;>OIv5{wqg596Zt#<gdt
zbws)2k$R;=kN%$C>UE)IgPDkSA6r)u5Fmp}L_ZcStV~M^(ihhJm!GC7#}xe+aX^zI
zEZI}1IN_&7ikIx?vZ?(^3uU9~_gM4X``s^w5N!D6wFYGlijNJFtsPvcdEy2~N8J>S
zEiGe9OG}wggsyl1j1qSb`!mD&dH{q4!&lSNHE@C1WA6X{fXLsn-)7MEFAcP>9a=Q;
z+ZKvo;ysKzbcy;@yh(ODtRI2|B1&G-9>Bn(7zBrv{5wk}LIr4#xYebFGfhKuLary(
z5zj>8=la3FE3HI1S{*op@G>MQ@KL|`oW@KhMKl`JQpjvb9C&FjTC_VA5)KGbl+dyX
zax^qFbnwkNX_iUX!d@2zctfa`5}EfHlFuD~+?KUA-yy^6^IgE+!C~Za@|o(VC-VLc
zT|<K=e2JWkgltP}S8N%qi5k3PfpfQ%3c@DE2-vtU&)WDcbe>#Boy=JRClF9jU<VEb
zLj2(KTU~&I5=k`?!i#xkQ5X#`X2bPG`(z||T#ESa-Iq(Cl?bDE>*IDaGep!JuMt7O
zim<as5Mc_fvz_Y+P{l-n5VBp7z*7&1^o^-RryFAwJ03#8rNMX1D?9&$;ay;Z(`2=M
z_fReyFal--(Prj~3x8>m&wC&MIZOeTZ8RjU-%L?q+7~bW460v-56A>xBvhTB|7KEB
z6pBXc<O00s?U2DJG(4@gz-l7ma)fFI&3-#XjoJvlfS&1hsi~<^$geVAX({$SLMJAP
zBu^&G=Ym?oTSo@(+xYmRGZ{of;B6j=RS*rQy>y*rQ;7SDWLvzs8%hIY0WCwr4=<Dd
zl=2`}0bdCcGCy=Xs6X(4YE&h^;IseFw1JY-d+QWKQPYzrg+xW`^M~%wY|SXKl<KTo
zHGnIk<?Fk~_A^V_Ebq2Q_U{$H>_OxfE?qhL>8hA?%!ldA=Y50ujgKEk5;GLyA@gt@
z$9H)d9%<JmjoHn$U!#z^8n6IY*%b0RqXC{wq!heD>yAqqJUlJ(clf!V#{s}{FlA`*
z+Mu_uUcCx0kE01W|2;oXq4$8zOTitSoCmC{CK&;`%g-=MCHv~IIa5lwsGpRRKuexp
z*!ZVeK$(V6Ur`ree+oGTE17U^?y3|Yg?8$VD8XFI{y~0R+1Nh_jG_RNrML3ER8J(&
zhWBJ_9CV$l2Vsw`TelK+0Ax$u*q6OOuOfCkJX94zz$YX*36WK|r=H*b<i%W5+6-sa
zPDi=Y&i>2d&?ONOM4ZEQ|IYHXDr)X1pfi+>=^p#n$K!O{h2G!H^nx2lB61_JtmnQs
zzpz2xPpU|Snw)^VaG<c^sKyL9o>hV(fBW_gAy%Q?yYuvDUJeH>U%Fpe6Tz4TZxS)h
zYMAg1_G>(p=h3ghETD|%+@KRpx=^`YK?!2et+7X)PPvP!Gj1Z)x`M2<@SXZu6jAE2
z^<igg<eM>0c?Sw}xL@8LQuS}Tx8<I^tB$UjsVQOg?sNE1{IKx$b=oxS!~(kpP{1%?
zM*6aYY5desDfyw|LNFjk4q&T;PJbvi+q8xejE#x>W#zy5lu8!`#<Ipl)m{p6GEXI|
zcoUoQVH%t10J!}0AyuD#orkK##Ksne{usaTo;yz(kmfhioM>(%cuqgO`o_l{P^SnV
ziI;hYSN9OMtjFcc=o=V2>9E<sh=m5WO$6(S<k*cHn_A-<aa+-HKss;}P$iKY={@gQ
z+UBSYgb5d#VE2N8X$D8;yjAdV2|?VpfZ*MEorJ^LQ$2w6d}nW;wKPdReWO!F#AP6U
z4?2!!^9I|q#igZ)Dr@y~=R|<?b+v<<^g~xn`-fh)s@1&nUz<gq>yL97Vl5cGvHtw%
zkZB(G(NF1Hv(56{u^|D@8OvT?@zU@pu|zhH3E7a?mvJV97K{u7;epA^vq5<vgs9b`
zL_Agq+OR8@R(y}apUTV2a{U2#fK@nsIb910?g(wcOtc7<Jubrbef+O`f7}`404zgn
z52PkO&gNNF<mrRBeWR^`oBJ>?HX0Bji_1p<ISgpS!l`;e#0?S&0Hr!+iBOs%PV}Io
z5NrS#+ZGo9k=|N~F5UxyKOs;g!nhM=5rDJnqEOcQ$q#rD=o!-O!nHmBU`_m&jyJ7x
zNYs}by0TXZips6Zl$O8F2?oh86BC@1C_^#_2~SoCrThN<`-r6eSvIdHk3Ic)D;WCz
z0nhC-rPET9r~mmd_K&^&qxkrv@wDF`eDm0G4&;jX+}IK}KffMfq9CS_-~;2X*;EB@
z4WvFMbh#9tePQnkls^=IWN#=mj5peYp8GrkvcL;hjz19;b&@tvqad$h3;T3-7r@hw
zy=Oc<UcCNaQp@O+j>_Ou{xx?yCBn~D))`Z#Hz!mrx67Lhm8J{bukP9?h9Brt&TEp}
z@woXIz_pSRm%O|@IH}=<(q`-0maXwBzo`+!JMpuR4L&<)<Xts?rJo1&O@`pEh1b{X
z#_}C}H~5A^NuayymVpSMl;Sh`laoPoY$tO~F$;i7W)w`B5g|=OK@O^o!5rg}I`{$Y
zlg1Vn(Rc51Ag+ugftZ?ep@rCWVR*}v_({x!5Wcr)5^U_$uGEWgSAJaeWpp2duEpTU
zpMSI2>JCDJAkk<Qz?YExYzw@5N>9vst32fuCVdHu)8=P_sCE2++w&PQFgG~CL@7qD
z?Db|By>9>NP~WABI^+eTA!jW*Uq{w}$TDFE?tH~3SRx9O2g4r+B%|&_mBL>@g4cui
z1~=j0)cJUOw=KKuLFDlPNa7ka3=AOeGha<XX`xjCdySZ}?$Kbn^*u2-yL*}lj6(SU
zamBhrD|7M#q7r)NpSZg*#{ltz`$kmP)d>^T)6<i#X|C*~ctPLKj`^!){`zX&Gi0K=
zSp|d9s^ENtFo2zpJ@3dj=xFn2licwU%)eBHi`4|w3D_eDo`5T`0k+a&pL~p19NcUo
zT!3oO*f&P9>iPnukO+@I%_lTH!bO9Y_Si%ts|}$k4bddL1VlwCWmBFFa>`jH9P`u6
ze5n`2qQM0B^A=N4VPPiZQJ`yNop2FEz{kyPHbZPDoOxJ>M*FX29DYQVI-*HiJ60t$
zuyiQAao$@6P0Z$f$1Z8k2+==Q;_R8v9^HDy-z1^^Xsg%C`3psTbIBF!Thjwp5iQ!P
zsijo_Hy@d?fid|c*lZB#NB#?eR4)GPBmR!`kzCKnb}iU4aJQ7y6Hz5P7(S?a)&r$i
zijhw&aA@I5?)w7w%wcrQ>dK@hupeL%vX@Uny>h;cB_Pj4kWUOwn!}&XdEJFklg@Lc
z`T6vySXfUeW*GC~R1n}6e?)?`{?z~TSnx?W?zpwb*v|tUKQhVfn`nRyc<0Xew_ssv
za;`XsPd{(M2Fy1*%*OHEIo(pKsM%KjUc$Q#CvTm$(+TP)^J+_W1QPxoB>(%CiQl+*
zdYP}=BmU`)Soa(<PeOb4&?5!fQ|vAT(S(=;_~Vm?OeIPP9TCb`Tl=vOV+7PhfKgLZ
z^CgT+k`<XKJ~Kwuco-VSO7o1xwNYFUxxkc=g45KU&lp-uo`WGwIJlUQI9$=k&c+7g
zi(f?K9JOxOIg#=4aS*SsyS(jlR;!pPuA_Ysx!~$h8r~NRdON<w9nUmY$1C5g23jT5
z1O3B?x#exg8Irf1fdPOrB{Gg858!(1)5_Y~(zMCIOPei_(@_h6q>*Wc*2cudM9P@f
zh5DM~Xd6+Z5hb9(WSR&?^2pXFP^AFS2*Fk`@lVgh*aQXX%&~W~hj{L7hB&+~Y2fM`
z(-3`BIW|6Si-fl6r&GuaWBzAbnwo!U>&CCI<=hBed1FkFL;@peY-*|+{JZI8(BEi>
zSkcqQS9#MNm_&o%2D^a}y!Ungv4+vfjnHM!JAY+#ticyCK&i~gncv-i>1%@I$dsp&
zMEo8^;u@wsx1|lZHV}ITd-%hL56puqiSTJWJu@Ip!O%y|#Zca@+p1rlwd}s0)~TnX
z18FQ1Pk4&*Qc)ko3q)1FoF9Dq_;B(Fzy)DSU<p8wW?^9wpC0=CRub?LdBUk*;P=2H
zfD0yxwE+PED2oV%26sCBENC6pMee8cU6<7mY6v_Fgazjy))NUrKm|pw86JoWvmjwh
zC4T`$ZQCB|7`5&>^Ol2AZQ1&Tox9h@9$8ryGzSE=c;+gOm4d%jz+QIgFJ>l+2O=0&
zu6f<lNXbPWN)n|%<ckTN;K9JZJ5hA7Z)Pqlmr}rA8wD9gKY~p*RTNz9W~-12DokkP
zphuWh5l~gVZ=t-JRWs(XD-QxWLS4vszz-b7FNlnd#o9EDcimx<`=)hKG&%bnAOQl0
zj|U6T`QmzvW}lPm;o@*_*jkohHo?uqWNnH?IuU$~K7FaYu+?9jHJbM@C-x``uWnY`
z<bK`f6^Sj@R{0fxKyWpQGyuYAwTA5Bn19-A#=qJcrrCC>rvgp_>^79naN)?{59vt;
zkFk=cPd-!G<7U6)cJSaq=xXlTy2FWP79j8_M37gAuqMO<-A|SXjSNjsZ$n~6SWGMn
z0w-WEF~tHAjCtoyRi`as-@}Pmq7O0QLu^zcbAn%>1#61eZ&m~0HrtKW1>OU^aIeiJ
z5!?FVwb24&5|{;V1&MI2rc_Mt>wPB<@x6N+Q0V61;s2SwA-QMIRt+X%)7>nvdh1OH
z8yJ?jye7DCt5P2P63AKK&`?`bvpRAu5swtJk{OUj&=R55-#r)@P@%fW;R81cftSe2
zN_9Lb;z!=RVMRBGsLi!FQZK|T%lETQkFSmhmm(&`Ng_tyAePv|wf2ub?dIkd-z5+B
zMTpex`(zUq_SdU6MRJebcni~+$ZjO}N!&I7vmnOAv}~F2PYFMa=%p`xhYcuh@KX~!
z27Vr#X;a~^`ViDGCqRoUN8!M()baLSj(j7bCj|ch)tC4Vq+BQ&=)#00I6BASyj+nm
zqxs5`U4yCPQf$p|v5U<<q)&bfRt!#-AW&jW_`~ss?uhS8ZIOz3wQuH-ZvVdnefTA3
zy@Y$$_sPh(>vK6@_4FKqhDHcF8S@jALT<qC;7G`#U<&JFq?4dip#^RoQ3x?7NhI0P
z<T%{f$IPKWXh<d3U=9?t4!KR<$)~F3o`vt3z3AZmv+Xt;x_$DD2I{Zqk$a&46(cZ^
z8en!CU0lK;1_XxqySY?BMj~oC#stEM06T0CWd=UA*cb0sX|Z&US2S#o(k95Ckz8q+
z*y!jemFF2d@)1Tuw0#JKIy`EA#e)}N)kcCcBQDvlCWXm5+=O(f7rz@f(aGFl3JLDr
z8xQX0?|NREBN9AoJI0(~X<;l-^*RtMhMFSLZlh2w1(cMPBYgEk>ajxB7Jmv!vNyXi
z)?LK=9J90}hIgtRUNifYKft_3=$RLMHwU!{Re&{ynotFzb)X95_l>qY%GF}z=qLdG
zcFoKLJU)>JK2y802S2SYOh-L?CYimo^MFU_T}5|63}i?3^q7x8NAO&`i#LY&EEU*F
z(RQVrjg^&2;`aNW{$*NA&bE)L1tSkW-?wq+v@02j*iBMJgk_HLCm3*t%S15do{*HZ
z1v~OlcDAoe1u!?je~_W*bZ78B4m!xLkID6PHRF`P;xUg8{DlDsLMxM&b~8Qg1aiK%
z^s50bs9sziFj;14>6cv=pP_s@%Hfg`W2DQW=q1vV)33KxjiK(|Z5daqSy}Tf_g%@q
zj>n%9E$Vr?5LuqQP80bfR&6+O0VNz@>)H?Hsh{^aF09)O+(gWziclIcJ(S!B_AQYU
z>}mrA8Vq?W27^H4RZB0Olrlg>9Y<QgytG5-t&!rz+h!VPz#9dF&&|!H-nNZ<(OqVp
z5pW)}b?9t(GWbje-@Y$DfC)+^tZ47c6{S5Q7nSk)B0YGzgtuXK4`Zz=CkKcAn8Ie_
z!?O{AK5BFrw<cyFT2<x^E6!fUV0W?QOv3UrB+Zd_k-jozY7xLuz7PU63~NI}U%xSu
z=^r>DgeC)|0_lYgqEzJU?5qvn4y|7aL{M4=WCT>Uv&mXfpiB%iA`(q$GXXB7w9;$s
z8=S!75}z76;mon)b7mTgr>(ZfUD-^y(?^tM5)r6t{s|`vKDLb4jOCXBPehYohE}E>
zxa^q!plu*n8O{ZM0RKAi=1tjW<Om45Bb5zt&19_Z?)Qc^vQxPb|Eiq|P41+bOY(L#
z8p!sh#5%k&mwZ!{KY3=h$6mJW%xqBX1K~Xr?}&plAem!$`>%ABNT6bKJ{oze>Jkrj
z<d{bb;-<uG5NgnyGNDc<`7w#NZ+|QAL`WH{EDOmB^6S<;WnM){tzd`=<_=1%8nWjc
zHr%$vxFUEla@@9<*p!+UB)6LWgenX1tpU?J7|F;Du14erTpo*_P#Y1^LN=Zl*VjHj
ze-JDSFWk*g&EW*gllC@_9v9<{^p_sBIeMn}kVp{eL1Iv--rTtGXf|Sdksj|g3L;bj
zTw&#U^5jYQfS47guxPL=Fn7cJArf_TDF-dH+X=J_h=YoNEZUEk#fji4$Z)#j=nL4f
zwy2z1CLd#~QV^4}M&`#GhZ`J&fb{2&r{tNp#Ybg6PkNdv>B7ziqLZ>JrNEI68Pnl?
z$mxPWfHDg}x<^k2!UEyb@^-L#u5SYNeLP-4*|V+uA$4!sZ7FniycSl<zDPl?!;fyz
z4x0}#inyXQ5hEwFQ+Y2+`;nR@A^@0v$o7BY1yT&kxMV?>!q7OB2zrj)wO}5?Eursx
z<VCj~<}hnMyWGx<!LbxOF&QdG<dcwG_yJIe^b#NX?u$M`!$!#la>dyW*he8mTv|&u
zC)g$J{pcLJqW*~vKHAb31vFurPV}xh6gNIl@kB4|$4qlx=a&}=I5a1?X82Fe4O#XT
z4DD+$5mUazs1E>7Nk4||LZ<?C#NZt`Ubs*N7c$~oy{jBoB2Fa$azMQ?iIa{1+dl1#
z;0=--_Rk7!aP|bw-Wbf)R84L9H**Tb{LElh_q1>ERC#%MuEPWMlfU-eHoz$dw6NCz
zlM9PV-p=jX`G;MldSX7pa;Wip+swx7_aJ~8an@=_xkYYE7G7R>*BWIy2m03m?_g~-
z0CT>)GHsUJmuo5kdTWO;-Wyu%SYpx?9e!D$X}iFDKb(Evv_4}R%hRV*lM30lZ?7?T
zt}!IyjEhf{@l<KU9(FI8=Xde)(&O|NVGbg%5T#AzTal-QQ=*aIlsK04z4W7{jt*p0
ziO>LX*BSeuC}{T^-sIPVrqU;9F_oY%%p$jcf4kCy;c><SCt%|_gv&>ue_uUiTI9<_
zGf?LRYR!mx{<KQyK9CFmJ{Qbxm_+5YwD&iLkU~S=1!)S9E`@Q+1ekfHnfF@8pMPwF
zRuTy7KA0aAG{f}jZLjw&En8uH^V;9IYb@^RLroEUjMK9H-!XJTGejqVA%qzmV&NiP
z8*R-RQ^#A*-cPe6mPLE0d)EN-{YNLxNpnzkZ1vBue6ThyQLU_^!t?m?V|YPQr@zNK
z=nlScU?S!rVQUdHzE-aLO*Mp3yMXZPg12sStZ3R!aUBTgIzKhW?wZEtzB4I;aU+@m
zSBaQO)ncJH*nv8q-HtPNh*!SZaho1eT5Z&N1=9K$BS4u)*#ws&G==Tkw*aXS<S7f2
zhA?E4q**A)q>{HqX_KcIQX=V!E{5IW`|XM0V###ArvF*jYrOH@HMBT>$MjDDmI^S$
z$jAtPQWGgiLi(Apc*5Pg)KGn)KIfa^Z9e}hDL$V0sN%g)vYi~44cJSfe%kZ-Dl>8S
zFwAGelT}sC@O6vIyY~jW3y%g@3z_oCMU|SSyF2!y_?&-mjS^m<+W{>koy2$T%2bW4
z1#3Wk(i*?<3<VFM4nlZ;DW{Lg5FiF|d;lIJ@|(vxH}3IMqj})wfUh67h4**`)dqMS
z=SLigN>MIJK+DDhAUvz0b@oYH*%U(nCEyYq>Y@uD7=jp>^)4KqvSs5r3MtO~Ax8LM
zpwOx(EA9kwMnZLFL6s$nf-A1R={9lj$t5a;X4rloD*fBy@EZ7PD=Hh*7~G4AU(Z1$
z4mCANFKnm(zAF?t9)rVF!fr&4bN7q4!EoZRobA9rJ0=dj!U<XH^XY#>aXJiy_E`)~
zEh;AlOx*XHg*%2$&abMvlQ@C_L*(N=>zV=(b)g$K`<}vK1UN|mGk<CixtSR6$n16f
zyA=4B3UuU|Raw{A)y~dNY_>NMqi2iVY#RF$F}jKSs^Q=;9wc?<D77VwE<)mjZ;Vkz
z8|{v#KNvwUAi;uo;RTdnpn@zlp1I@RypEkXf}>=&zn@=@a}qx_>>dNpLsdd~%T!cU
zn6GU7dFV@5{^<ft=Yf`O1<j~|m5PCqcm#yWNkpQd-?RM)0)Awl3VBbOnPCco4C@Zl
zrg*FO<k)<$3@~0u!q)5Rg{2K`d)PDJo6jvAfuS!vb%ng+>sN-PHtN4+mnin$`ucI8
z>xr4?`si*5*Npo8h~XjH<_-^f6lU}E-0I-w;(lU26AqRdoTHbx%jicOn3(oA@@Qg>
zBTm^sr}Z9<+fRrgpco}TtUn^$1kxazVkz|kZ5tTgIBa`8mz_mF!k?R~-4!D^3g^l-
zEsP!!FasXNg)7?`9xLDcaPIKYqkN{Xt9LUOgVI_SyO9BT38^{OIu$-d=Lg#d1w!*i
z2_TrAwe?V><u9DC1F;mZTSJM}{SXPj<-bi#U|@`dmSfr&aF)1dgxj*ORb>k-T+9TI
zV7fR{@-_T`Y-&BgIb;b4IROF$f?$#H@m@;0NZoeo-;sRI!_H1bA9x$Y^3VKtic+F}
z$FzLSHq4iOx$<b<&Ammwd+46?^T`E7lxOR?FIfY{o5S2d+1Q+m4<rO#d?)K(+8LuI
zR(cX~)=a?aq}acssBkN-Zs=j|4CA-w%B^t4O7~qq$gk|YR$<Bb8+roKGH?n)RP#^b
zgs7w@pN-*bw4Zk#z%<{NfyDoEXPTy_x7rP_Wzd-p!GMOJh~o(&Cfl>ySFfERri}?a
z_u_>f8VYP3CS(<n#zF4QOFPE>EJO}GAehu7c!~fw=%E^@QnwFt;^Ye0>1Xn@a4y5r
zWcd10#ost+Vc8R)<(5YG042_W_Qf}ZAYz1tgIBHXT+YkI0RVX}JgOM>JrAFqC>ywe
z$?IXLf928KDG!Om<cwPvk{`D1L{oiCSv>Uxn$-VH$in2SO8-V}{~<cnEUymeGz>eo
zYpmrxW(@G2AaqZzs60}BRl!rXJB*(i)~kjjyO6y6LiEza^GY0i1jI@S76KzQ#Py|t
z7!(RnPh5J0I=?ztAragBX8wW|6&IuY=t8LN#0U%~L4orH1Ox~+?jCoh$!H5AAr=wb
z+pH>@Zqa^b5zP|Y*w|PzEONX3u<fkac9!evB!nZ7K$86m#*p>+@wpGDF4>v&|NFdm
z?V`bX9G6S1V4&liliVCBB@P2Gd&EIt7=b!X7uYR`xk0x=>JsGpU(!2uT=$>WT-0Zj
z6X>rpFa?3?;&Ql^@1s>dJr|2q185)IWNa;@Jc!vV=FtF=Y1w;*q6S0ZTS{X%6PgA*
zMc*Xpa6uCERymX2t&Cv-OwX~>*4?%6<>tQn_Z+kbV!D+$$HDSzC2Am0cw$<b;j}p-
zmHUNf8gYIEp*mns^X|C&j-|Zm8zOy%&F)k&h;+iJBI0T|Ac#1*2&N8kcnRV$f2FIh
z9>5qI_GArlbOI1C-ed%rPzOA|qL3znR`%>+@VQg37RC}Ta6AYy%>Dkr6-VuS`ug=o
zP*BjB)=Sd6xXLvwTsB0mHjjDaAlh}A-aA-kmn&c3I#OKgFKz2+llyLO?(a`FI=&7u
z8pBLk13Lk$h&cyhX!f7^63ZdnV7MP-06X~BIqheJ?FDUfl(1VJ9o2!KpO;Qa5CO<u
z`_3vT)|mMs*fAnMc;sZn=nQzmS~)WVn|*YhTfbWq`+)~Acqvgyh#c5Lnr>DVb`}n}
z>2?0uG_#9K*gm=*Gcp5eSG}fNZkx}q_+dN6<~|h>s@XBDfsVMjSX42LFmX(CYCaAb
z)Xc1e_HltbMmLMtXFq530ZGux5EU(<V_u|qRJjvO4=23n;saMS4Qr8UFhPZUs5v5r
zglj@Vf(>7{K1Mc(1IJ+Bq4}a4RaJ#hB_<>U_4M@EoShfk%J7}GJ)8SChdno^RPuD!
zd00KfRMpfk>|Y$8QVrD$81i2Odn9JBAkrs<f=i6WW2&FqwU`Wb1?v-YZFLyG$*p{_
zX(HDj)-VduXrXWZ2;y?YC`W2bmV{X0-ukp+|M`~vP$m7tyKf?A9QD+}Xa`yZflT}d
z2nr3#*0?by$?mNE<|CoMVk;nb2-1eze?ahAV_P`p5+SMPw!VfYg&;u<@50otUyRrF
zLvIB7$qP4ZkJiSF4sk|Jm9-n^Mg5z}$rByAG0$wu&?@~v2M9`#**)!!ST2B^4USk@
z#_R?THy~UIIj&=;PEDGIJ+5G-_Y#;F!OYyUUqJc<eC%OJif9SwLu5PcgsTO^%lO_>
z2^=;Yz$iSC$6D+E=qNXW<pW`w2&(U~!?`Jy7+Z4hJaMv3X`5jDzDr-<3PgFzrnZ2u
z6Z4hua&aQswiLthHj7&`50M10w4}RjpwkkmXJD;;7W^M#5g+dDPMPVX^0on%aW_S3
zIy!Aj%l?FuulSvHt|H7|Sa?N!tdMfssel+v>J?g`2v~GCH@$MTkKrl3k=f>mOS3GU
zpr_mdWGVx#Fu6M$pcJ|(#y7(seg16C(d!jVhNE;U0Dk^B|8o}kZ;z5R1w#5Do=tpw
z_6eX{?vD>tV_<^{Fe}JPd~Rrn@X+~u!ln2B5cVEGS*2U|CrJd!NKlew6bXU^0m&%Y
zgo=_8Oyne>C>aqENh&5lM8rfCiIPD;R6rz%<cvtpdDgl2tEu^B{#DaucXfMjb?f_{
z^E`X6z1DBD;@0?|L^1@2*9K22KBQjX1&s~q5;VAkzWHDIcS71G;e`*A?GuCB(3IXy
zzJBj!o)Gv=S0E%*f?d2o;u568k-4iYH;YW2)A>c9Rp3K}A@268yUg+T_Vs*+*cpc6
zy<zCzPh`Y$b04+#*V_Kjf#=$>hGcW({;Rb^YH?9;R5CM%Rq0mUF5L56FQo!jH$v?J
z%!pSU$VNF1Fdbp+PQ5f@n{=hHbfo0nTCBYbe9$_p6|MzlUzK%76k_|qT)C=5JVcd!
zqw=e#ac~zG-_jCOFr&6P+DZ6|G3zRtEUf=e(T4+ufQE?=@TTQfRcV=Y9fOVYO<Edv
zj1}4(m&JeQ(aZxqIsf=PeMlLEB_cEm3Kld1BDnfy^1y)yggA@0;P#2VRnYBSSLd(B
z{Q*Lu4T3)LbI_h#=SNR|y~{@~j<Xo-ELZ$%G3`HLpOEmPG*=drVffmJ--c5e{+>d;
zQS|VjD_$MPkzZXm+(S-_Zi}qZ#FZgFuuJp{fB`*Q8+%$moF8z@YC*|_Aj{eJX^4G!
z7R9&9F~3rh#>`2lGaAz(s05D{uh}K0?^fJ)Kc^Mn$N?e%C?q6BD&VBS)^qEB2@t!|
z(u%ctFsQmP(eVlCx}C&RbLRb7Yut0E&mD$$03Rw2H+)|G0|U`dpWcPzH1ej%<h%`e
zVY+-ak5JcH!F~U1omC3qYB_ByV2<Y*PhVUsCqf*!qA;Yoy5%rtYtTs)=7c|>({F1-
zA`eg@n48t%-Vq<b0Ygk*F+NV?`-R_&oZO>an<$u1`XC`9u3%C+9-6>*2x23q+TcMz
z@Rx4w;2pKNDGw(^k=N91M9o03Y8+p5E?E&K=o>&C@CgZR0~v$tl#x*q94?L=oSfh%
z5RC|&?&xSi)!e^$I)A@I*%k#rbd92vf|^4KEIUFlhtCPy`+HZO>iBn@#h3~}N`2%?
zyUj+UQ)O%29mJQSf9_h06huCRon8AGX9lb`AO^OEv@b3$^0{ljYq1kOQDuH|=0RC>
zbs|s)|M?0;L=Lugknn|1Nq}l{BfYf0NaT2eM+XlHkvi+5r4IBrNyEdV1+X6MhcJRe
z)yf#XeV7qW7zuRJcBk~@HTx3&b*JB!Ko9oe?0fws5p*P_rGANQn^&xU^@xLIGuc%%
zGorfnd+2)!3Tt>ga(x|f=o40NL&Fq956Xf2hY_|Q=rw3wNV)6LM50h9Oo)&q{kwfq
z$Wn2s{A-tDq$odUZ|wiRzvve0zcYJTlyjGsmQsW3FMR}E=0tHP`dv89|4RY*aCY3k
zMq!t=05OsL4}mTxZj3{8>D7t7!DwzLZsNMmH*+fG=iapoFf4^PQyzi`{#H-mf`xP7
zpZwJ#l!2I?=X~Fkgb4Qbw4QxPR7?!>9j%w71p>$f1)xT}aPx*D@eZ{5pcqD%PYBew
z@#*b81hM90#LuPVNefX0Vd~5LeA>GPm-fcip#X&s6s`f}E-2A{7F(#kD7<IP4=aps
z`w5E2v>`q*9^5ywONNG^WcVgq9N}kzO9}yyE4#_N?yVlqLnkzl`^U-sY8_f=V!Vw>
z+#@Lj{a|6|KX@=!?mZAlNq7Q?(r|4TymjR2hk8G{k<xAxT5ibO3V`Vo_QS;1UFwX4
zvV)`f(znO1M@9}t`MSXWfD;!6DRh_>{)M~;=YLq;oub^neW|@9IXURvIl@```NJe8
z<xo`+_cpR#y^z&Dv~ZBo8n2N1yKYwnL|y(v6P)+y+~keTUkh}g=&;=XWPbo{2c&`=
zE%VqO8@~}^M)mr&Fu0#5jlVjb4u1x}7Q*_312FDSOKU5v^37+>iLobU_d$QXCnN|#
zfPukFX=a@uKUK#tQ`Lx6TwdT`HY+0eJH?<0R8a8k(18-wt=&kB{hcWRSO7&gOrLE6
zy4jOd|7*HyV4|vB2(t}_XTq^{V|Wwy$v;9!^we95M%IV5|9PeWRe7^6o^(P-IX%bv
z@=|}%`?G0e(|AvA$qL6SxC;}MJG|ymHzefc<3wBWAnt23^FmFGw*ivQf750y*{}25
zcfH9J5)!GD(c1PP1nR=3>FHwmPDdekA&<On9llvX2*EJ;h}N~R!@WYZ5#Vm5jczl)
zXXgqU-X1*J2jIj~$wROR7XwJnl;Sox76@<Er{8b&QaD_qM=+G~uO2DiS{yI*-DO5^
z+h)G)<PGT#FTXIa&8e+vKv!NA6g+vC0WE|eoqT()(3~tQZ%+Lj2`=CstUj4UKYS=V
zI22Dw{vS^w4sPPd`xg8ay_+(Ho*;91TU%VA`k03z!PP*qif0EWK64pF2$7Q%00TQi
znEJoXJU(iH$l7#W8*k-<3=FY|goL0QplKpz_?ZsBrEda91Ru6rVb-?o+mrF+!MF}x
z0g^fXqo+kcJ28~y#svc<-|a3B&zt?(7{>}HGx5E5-lpneb&YlV-ITO#-+feJ@GR0F
zk6@w9-ZcZ)A0fpM$YV&gQ1B&XlL({ee;ojk81~^;Xoa~s0YW$bLW0pWp*-N32}H^O
z>1-m57Z>189zbgbbIz@!ULSuu5O9@`A7h#Fk_HL9F1X`=-JYSV$IPSSF8H>sAVV~D
z{L4WNiVD}MXBkr;^zFS{sjR)L3fpa{`uQ1W``O-<Y_dKjFNo49&K$^)>>~!T0ND|O
zpP!#!WTK`snf4CcRD?-V+rwN3h9T%KC>t@C!HK2k4QT{+kKsqtDDM8tHmOP}8gnCc
z1c40w1Wvm*3+YgZU_OfbxVm|Fs<ov>AwuE*kPAhIsrg?wd>&|=2vrS%CuH$)sm43`
zb_Ge+(l^*{yI-E3HA6nc2pDC|iB}5<p1cj7#iXFqcWojcj<@Hzvb$*a?%i94k0b&=
z4|Rz6g27@W`p4D7UyLnpg%Dsp04*pX2L4C0nCY*EuX(PvLj@-wn)=@ko(fMEmX=_r
z*aivk=$We7H{#C?T2<boNd?6z@elkUnB+x0s&d5b611J+0!R)yN33&!DnhYCkjy$~
zr{v}31!N9$t&g6dP~Etk2`l=S@VLg!$c)~`znPo4*YYQF{~U1cK5XJXUpxGoAR=%?
zz~@J#4`1BB4*9Mh1!6hmr(@^o5(33!^mjbP^@lnGjWyynhpcGs4(ja?i4AOPY9hW7
zOhfSC-~<!^8z22qPUp?^S2_{}Y?rdm?X|!BqT(#3Du8iob$xp1>3UFB{>5T(TXbS#
zBue_C&fJW^8jN4-+{Pm?iM9gC3Gekpvj&84MHIn-z&B?65)|g=|1SX0Z+%8RzGo;Z
zKn+GLiMC2ffH;7*vtw>xIrcgl=n!Vu=-u`?;4}jkiNF$x+wfMt-Trg87jIO`XZTM#
zE%J{YJ4OkJNt)%*sdf^z2W*j<+zjgL^;3xL?%TXMRqVa^<nrpL+ZjN--hq<B2d6A*
zLO=(}*$Ce=MjRd<o@5jOfb~R%7y_b1$Qck$p@YB|1F0~;Ok&R>k1-B2wCF_e2}%e~
z2#AB21x6(%5^^O5JIF1=>F0B<Mo+`DMYt;iW<D*`QSyMp^6|&ydjk<B<^Z_<cqGG<
z<YkCBht3<PyRmEsIUX=(&)w%V7T3o|M_;sP4qZJO8F77g;;qHqoAarv1)Z-kb|=1x
zv;pEOMAar|R17Z^ydx8hTd>EFaKy7&(7e`UoUj;iPS*-vYjvzj8Wue*_iNzzc<VK4
zK|{P%&y{`H@GpVD39n73e?>eE4Gn<es0Bzft{d?cxl;f0Tw^t~!iWMg7a_<J@H~9#
zI=Z^$vTbHT#7BoHW_w5)q3h%6A?)#lmI;v+;hJ)E6t3&bu5f1DyVIYCY7SCAKIfy!
zt~xt-7+68mGL!I9({01Y8VNr~Yr6TL5y4kJ_xX3{PPrU18{SJ#iH;d+zq7<MOgBHJ
zA2!+bu>Y)u#eGa57M|s`G&ZW4eqxl4@=uSthEE(-3w$g^%FV?f-jp#@@fK~0=0$!y
z(aXRS9uZU`7F@E<s5P(?^cXmBgW#^9^;|C2NY6qyW00uAjXH<t1Wza0yL-C3cay|L
z`1`a~_*L3@OUBdm<x{XEs77Mw?X5Ndj5?8FLnIy_3c)T6p<zcovJ-7eWp~I8UffrN
z{s-PZq31vh*VEH;L5u-LA=*ENZ`U|Df9o5hHb?9WfGxr)?pwA=TK>!z4B;rcZ!MYU
zEgttI7a8}t!QmzP2-OFEz;a~rMQwZXsZPR#BW79BnG*J)=?V(ftEMypZL6bS-QQy4
zfI6d7_{eQKPSl3BZQ^7#^~FDW_#8;n*(iG5ZFc_SEt`qvpH8|q-Q%HLHqiT5NdEw`
z<@*)rb|C6j?d}%g$Q#y8um=;o|L$|KJw>7FE-Bb7Lb5z%xRK6T#zviKJ#aMd-9AJz
zVF^HnJ{dDjoT&uh5!0)qK5g?!z;y@!paz{16aSq+ciqD&2BGnWj(9<RkajKay`&GL
zsw`;p@^<jVR-8q87T-g@2e)NHvW|%}9{&v6buRkUo*w$Kr(ELq6kX9<<GDXyI<A4w
z9D>DbA<~~1r{V>`?ZeX}-*~YP5;<CqYVo+#7Q5=2txfs-fRZSQ$CIs6?IcdDp}lVk
zc3xZD+Sm)*_~+qc>ZAG$>Wq8BkZ5%&=p>DsDtr!g8x<y=fnsgH^i2v0c%MtxSNAVV
z^-*1SI=CGDgL;%}&%X7kLMGljzR9&Pm%P369j6jJ;x4B>rg>;_5J2jL>PQbg^dxo@
z5Geqx3Ta=>iY6mi+im08*IHI4ql7-LW_RmYzlTN-eQ7O1XEGs~%HxbRZeKzRd+0u@
z3z@O>Q4)@0Xx)x%uTpnkD;>pi^b+qkz8u5EKluC!gEFW5{YO%Gw=f3|%{{UP849O#
zUfK`jqev)7dp^~dxy=a|>+~{6oLm0g>C>{^>4oIr@lNUq=YkWy3kScXrrNY%4FP67
zPKn!f5fMU)31)>(3lYxr*<MVkFj=T-7UAu^FKad9llb9|h;XHSAMG3Z#0r4Y!;q)#
z8M}rt3K)z;ZH{jp<$vm@o^G8$76q_u;BYsCwF{ZqihS3BD`Qbjmic~5^ldn~`J-#o
z1TX5F!nkR+FGv}_F)fU`gm8nm5c?zWt`kmB7+%r0_aY}2j0}0}cSx3dry8L2W!+e?
z6D{AI<*LT5+p<r)DK<ZL?hAGzMC%~Od(@yTX8+On{98x^5;vw9Wf;b9Fj5r$n~*z)
z!wj0Q<HRNK)G+i9#=Vv2I}M!@qzGP}JAqf+-kH`+Tf4eG<RvMZ|CE_L_2gjq_uES`
zzZvfzS6eIc$wbV^x8BSA7$gD+yrDP*3&f&ZpOr<2m38Y6t9drZ_$I5~a<<rE<SMke
z0yO4ev^FevgQr{f<C4Rh!I70z?|~>Hf%8piTu1B%!n2x*$<rD!W3Rb(2<T{o(6XON
zNs$CThnFR+@$=Hb$a`6;!Qh)6QHAXRa&hWrH~6(AR`A~~*IRA|;y&jgxxw<B@b7`t
zvHit<wKSiwta^7AaI$7#+G>vZNHmZ`ZU9o4r_0918XoPu(u)*R8NSXjw`X{!F#K;~
zu6}dsE!bv^Y{M2Z{c2ai)l}nkStEm7B;D(xmU}7dkI;=rROBaYTasEQErQuq4em#k
zc8;7~NuR`Ej+k%5vFaog@5!D|z+G^-ch_h07L^yf+ss|3`s^kCbSs+%gAvr*#MToG
zOwp97o9-!XqQo2+!DVRmgk=->W&+%4e6yMBN}$~D?4zm8C#kE83Cd_Td`F*zx*&GL
z!Keo0#OH+7_u{`f(FfuXJgq)d-{#ciTH5;S*SxnAe)3q#Pkf$uNyT@{{Ji1*$r;kx
zmoHyVGBL`$t1?VF(Tipn_z=tgyjv)BJKX-jZ4A!%v3d@=s~16_EWCCQ^sc?{-}v)N
zaa7nYwQdEr-!vFnu}V$1!vs2ds7P2id84bl-s@Tom=h@0Fi#`TcGC^8x3jAtH_f$L
zlI#h{JXg+~&z@fyNgL4fU0=%Rh!t2OL_i1Aqc4L`J021!O>o}vE<abi_V@0G{PMFr
zeQpI9mco>y{MF-{h_v+VU4d9A7LbP2cwdNr3KH}F=W^)E6SLR_;ca9AHRFZ|ue@7v
zu<Ri}Pktt~`TBgj$ANcbdc=6lAYQR0rRXGF&vu`Fp3?XVJu53K`d!rIRa7p3Q+FM+
zgq!U`T#IMdOW!=9^AfaG`@%UK@0TxJVXpFgI2B_dyAv8E^ILWc-<6B0j(C~i1cm4X
zQpADYJ*a)E=;S;7X9m9XB?#?r+8h?)6`PDOuITU0IwNm0w9q!N!fsiG+j5t+J1JBu
z%mWD^EbRUGvSG$%xU$E%BNu6C|C)g&9`)bFy;9}@VzwDFg@J_AhAQwywcFpxrye1Z
zk&#B17o)$vVa_99_9(;C>K%zpa9sV>x|4Pe4#60pIi6od_YbYmbB*%kDU%&83YqV7
zcsujklMiVKx))E|?@<?=tYDk&^BUhlq3pT+P`8D5|636xr3^Oq)-DPfr5@v+U&5%z
zwO%~W%FKjgvgF3Lj_y^K;FfFYXQ@p6LyKQp2a_vZJF~asbbxA?=btx@xuX(OpXcZS
zhTvn_K}?+RK6DH%5^Fq=-XVStx-y|vV_r|>K|vq_1N}ba0h0efkAX3{BJ<Q@X(-GW
znK>R-3^JmJziuHEg2{TTQwN-+mp(pWBNd8GALCGstDle;IfZz``<DC5I&CKfoN&07
zZY**lCfes#L_En~t!3d)dBl>Azy=&yFXjW4<Q&QV(dSHc2Yu1D43S&Q(I-8}M_X~y
zT|_4MGV_fiZ(XUnvRGrD#1aI^5;cFnt+gH^K@1mAhPOGKIsI_nPcY{nsc&3dyv)10
z+!rx&qfb3!@AKR@Gto&*a(k%Pr%Fh9sZ7YikM4jos~qEZf-(IPJO=n)h=ew@NuMs2
z{|N%aK0rvngrxzp1A&{y5r{!XRCM%zv?tt9$oZd698XDLmh1IndVp+WYaP|qV#F#t
zK2%K>{~Yx<D15DHhDW5uu~@RUEHgTR`G8&31UM%DrP7%s{=wM<I-iNtB}j6pVRNW2
zL+wM&y8X21KQOJxG1EZ2F4OBx(@LL(j6)ao_Y4J>$MKS%ZPO`|97yS(C_f9XW20em
zX``e1ymj0vJowFrcN$Jk=`|(fr+R;$GICuCv~MgKr(u-4ynn$iKy_1)zIx>LrS%I=
zsr{<eJB@ljSt&jcWhLTMk@qgYn!zA?;D^#w6+*Oxx(l%jae)COYe%oG$@kpcssBi<
z9K3&Mae?d>-lTBAd+wm$K~1fG;Q~J@5F(*GU-<g3uC)M!`d_P@@sqmQ{oBo3k1ttV
z^}vV*N8^>ZikhuYJw7?3jK+XAsJwS(z$XTe3E}4k*m%-y<8?|(^*-mSSX|*4{1(w(
z-XjJ#CX8%B7WHfRC8{6d%10ty?F!uq-<h2pJe{O1UZK`)oaGugCCWNUca9cZy_5Q?
zZ#B<S<Fo^9xAy>D<fAF(9U;rjiJQT{9<X%EI!kr*Y%m9Zr<e2pqm}fyZmIfNp~>@)
z3ufD=&5LNw3RJtd+DcDgniM^AkEOQ1Fr00}`TN7~mx{#FeGv3XoglSBCw=UX5*IzO
zFbpRl&O@TfeV&`D*{%Z#3W7n}WL;8bH~t>?y12c~WNQ$Y*yO)I_4VPN?6VK0@i4&I
zxFI)wdM``P`LiBV&+3OPT=y;lUe@c<KGRPl8R(d+QM|;<v8OYjYTZtUitWDX10D|7
z<2TQnnT@cADRaqc<%unLuSlS0{Nq$ax38`)-~Pv$6I<h|?R$4<9?<r0^Jux^Hm{<8
ziMZyb*!;Jd&}cAh?+PFHtU2Rq4!=I^GhUMvFv#M5mV(P0pE*J+_^KL39m*ODL<-E(
zO@%&E>Jwj}S|P)jhhbqy9ssW39$dbhS`#_7?`TLq0V+n`5|;E^PH+nY+j-QqUyfV0
zONY3!SXqZK049V8^jcf1BdX<>v$7N~GOOI0O1!eMq|)9o#+3i;2;bfuyOWpX%j}O)
zYIu3)-ehkSav`v2df=1y<m`^|6!*Mp|3bj5;r>cA-*oW|2hR8o#q3B{U@2w*8|}wB
zn*S1YzJQdVwh)tS)UI>;t1^CZT{x+CjhcZLwK%qXvzGUOak?&GE-=|;|NiT8Q1rs9
zNFL?8kWipAEfyG}ibC{MJgu?rcUWR#V$G7{fnAtjcRSlumAeq88Mr`*>F~^2nAs>^
z;mGHKw!?zUVhv=H^IwZr$jS^7Xx;9U?6Ko~JCaYjCEjz5m;I}9so6=CBN&Jf08cnj
z_DV<`t(?;C^{QFeI4c=#5l=m^BF)0WMxZPR`gi&jE`fmh@bQ@Zr+1*w6?JZ6j)bY|
zwXgeV0QS??-i|^Hj9GcXuE)C8&{JTIIZctCD#a1;;8~3A0o~5xCgsekW_=+@9cg#@
zjkBGfeIL%&ipP!ER~fn%VYNpB-yN}mMaXWI*c_3&gXPu!nr7Wt5(21OV0O$@7v5P>
z*fn6C>q9+qF5iVOM}#Ix^(0Bt1J~*EQVkQ`&c%Gzu9>G;f+J}olw0S{ImmrxZ@BGZ
zM%Llw^^kb!z|Qq7x@qhMl^(Jb?A)2Qb<C)K`{|3gx7J-G*X7bZ_qm8+g6`GjKP<9&
z{~36q7|Y84wb%EQOxO3k<q0>f$7qz%nea*IraOu0J+XF3*$e&ayIoU`d0nkGhECYf
zf>{HC6NIb<8x(HaG=A+u5m2cxag%ad_kMi)N`&@a=A;if^LMx1rxoKXit^#eZkOU-
zqW5xJ2-dJJy(&^!_l7ACpn}5A*HGMZ2kjs>0df;L757i%sBr+u+jJleL$M_zd3`Ki
zuS*PtV!&eHg<W%ZdAZ_9675GcAInTjY&WJMJ8|*gi(jv&+&O(8bMZBFZ(m^0ez7@u
zK%=tKwZYu0psQiWvgLapbSp?mgS2f!RLxkw<Feh~Z(~hqIo)*ZRByht^K#F1@{aCx
z3Rn|za;E+(nj>U|TNPz21PuHY@0H%gIMc@-Z96E)-u;CGED$@U{DTK(`wJod-8ORl
z|C51<bwdQ?@WuNy-6b+A)F`}Efuc|MGg6`KMyE(5BI<)9vCjmiYl6QmoXnK<(J7$z
zS$7V7^6PD9L{#8ATJx`(0OHSk=%FzLr%2rO|GJ9Uae=<nGr5*=&JFJG-aT8(*zUDd
zs$?jAV}RIh1&^Ob%OisQDg{a*iFrSS&Z}>4SD-17;lL)8#GWiQ-ZD6B;okmx_Ih#B
zrK)gKEOdfD6@i%NDtUa)93CH1F%W?_&gAYxq)K3a>5w1*zeEoDvFw-X>Lf%Cal;b$
zP;*xygCnfHHQE}U6J%5(f`!+bXKiMp>f-vYnH!e=$<F7hJu4ZwSDAXEXvu0xbu*wr
zWsR1w=AM|VhfPf#|7nP+Z|0bGgtQ}or?Nh+=|DD}aoo>;%CW7GtH|3;^z-m>&C83s
z*H;?+c%sS{Z^IFaGX(|4TgqHq^+<HW)`>wc3NGZ&9<&&lnCJ~1gu@4OB<L!zI~vvf
z#DPPs#6#{Ah=D|VvpDv)c*Ht<SBBW_CJNHie~f*JLtWmWy2VB8>;XSIjNlai$;)V?
zW;^fl6d|d^t4nt`(MMj$dVDruCl$r7!kAi9`Y=`H>#vRPT4ZQLZFef&@HF%4y7p@h
z#oXVA!i-dzUQ-rC1L$;Zo!5Pr*Hm`|jyf3sy31e&A$ApkVa2nyD2V^Rp8RNirF!dL
zWzT=-N+Xg($=ReTn!ge0$Mp$kKTYV8iGK*}BtmKVe?^y+P88J>-y^OEeTEba6`)uf
zBu-i|<Ps^5X;6%S%6#9mqZ^+Qu}W;;esV7QY5u@IjL)ieUzHF~GCg9RUfpo-J2}U*
z$_pWX$1RgKCMe1-^;M5pmH~9xGO~yf1_5A#$;8KeN#=>cGBziiggVD?w?WObUOG<R
zEcAEaaB5Frnqip!&=BHaoQ=zla-1mC!Kxz4OTw^aMvr0Qe_g&y1@y>4Wch9R0<DzO
z_KfoUR#Z-*si`TRPSBA2A@{>6L91&_eySbtG=eORRtZMK6E!%uPRAcDteJyF+y>Tv
zouXmBj%vf6CjW5NEpC8%f-JUQ&N}yCh|)j10}%)S6z>xYN{FNZQFHxtdqxP-IA(@;
zfpdo%-;3|12HCM=6Mv9M`e|#N(PmVx9A|^AAi!)B4=VO4^zi?!EWZ=^$iu5R;=V~t
z*{Go;G1SV)$S_SKIE*k3T1!1aPe*NUL(}1P>;CH+i=atw-^f>2U%da-qLm=;D@S)T
zI`R8R`Bdu=t}mhL#mfnvqCG9#IIIZ49A3p+l=JX>60t^Nr-$-2(bGP@p1YI2uuT{J
zBtMWjPlENNP(=F(a~Q%epz{$2C9q9au;3GFbw<V%tN8SP1N6vQlM!1m01GCD1c15`
zp|<VxTxEFl&?4xWt|U)Zw6<M7c6MI=i9t@BJm-Xc@?b|hj{e&i?iYw@srNh43+z6v
zVXSq@FRUM8ucoJGZcXF__0iAyLxY3)9=c@n+hPfmx2NY%ezjNo@BT<|CpQloobf*7
z+D}1ML=NU;C?1OYe!f9pLboWt2bdiyWR<i)zo{F(BfhHF*};6Mh$m2R&TpuQSfl&*
z+WQv0Gw-LS%ya_ub#%%mba$Wdn|oHj=dh|MONqP$;$O+F2Z)Q68wNl^nME0hCxn3h
z^1`WrH$SIvhy*cIg2&`O{0&3`8UmOBml&6V8wKiJp5m+m0S7^d(l{?*J7{Iw>)}`8
z0g%r$3Z6hLAqm*d<1(&1Ieg&f`Ltj}bDZ*uK9>+945)Lb?CS)=n8cj`9l%KWw3?PP
zDkeg<tx8Kt*@okVTr^BJ>Q=q2w27G_(vg_NP8{nlo<U&D-{p`?4YyZWQme+w7{isD
z(-+_PeLI@-FvvT7SE;!*>80M%p`yvpqyY@;)DBsUoKB_O2wjl)LjwZJFkiNLTOq~d
z;#P^D&AQf`QsvRv(0%5IX(}F^dtTR2Lr{NtGTyh?5vL6CvO+|20iwqSPlhJ{m0OU^
zqR@O0i-nL5!nCRq{A;|N>E{M1F{y`I|6lfD75h(a2^4<>Bn&~6KLc%a@hy6V8AS^r
zQ0ri4Fq7b<V;3;#ge0~d1HQNjbx`tQQZrSjCcl_dC|H-^o>1#|9hw{_cZIE0_k`b+
ztkCHza<%&{e)Bg?&ewPzeY-I(PeX=}nve|V#|{!;UyP6#_A-Cd?Y$tPHrLgsl6Nud
z_jKu+aAxq$4+VXce<@*!CayoMNh=3N5bBx+%q)(|Wt7DJT})-L#g$kENz6JB$-%5O
zsH4X!I6`YLOJMbdrn3_^Iqn!y5CSIF-Tr4H!47|`H?liOz;=!MP{vg1+<lfR!fsn)
z>UVYpo?A?|rkZSg0`YAlVToJLMd8m$#FuhjU@m|oF-J=pDSiAKoA{kjEWjwtb3B|_
zEQ9R9%yeto9V(g{<BZQ?w?i$Cj$BqPYaQDiJ>c!bH(maR@%of_{z$`8Z$w^q1)fmK
z&wEbwVo;gIXU8R@YP(b*-qyxR>h*z?iVSiy%#3CDwlKfRbm`MTrR$^>)-eQW9V9br
z41K}&)dr9cX14983;Okf>6R@iQjlM%R+j51K>Oq}*{MK8;E>LT>Z*k~1+iWZhvKKU
zC65McK|c3gk_=7*ZUrb$a_xjRZlxmUD)7^dv*|4f4%Cg?OYeyX{5zni&=qTHY6jMv
z?Cq1&p6VeGfkQ}qAlD?V*QI~}Cp|pzUU^w5XS-jh?V|0nSUs8K^4HEvC~|q<P469j
z&n?3F-df^4a2`jjt^53EF?Qs`xH8ypW8Cr_L+`*wO>c3|(yU|uJ(*yO*bvo-#QQ`d
z9F`R0!JpjpIB4NDB8--p;SfSO{>RBB#r#wMb;axmLC=U`drrP%#M4Kc@*J;iP{9zc
z%2mSrg1yHurfEWof$ui{CByZ@JkSNAA3V@1zKrcw#ES2S{ymoT0@UHvFSTl$Tl6}|
z5(sf3Qf0L^xn_Yvz@l??{{&o#j7SE|*x+r8<Lfde8;f~0K&h5m<UaN@g$UEkR7qND
z%1G`0QgN!c^y86R$4KXE=J*oicvR{~0`@3O?+_$8aDP1HbOO8Q<9ED%>-1L`5`x_t
z8g?Zn+_#UDtihI}k;M`T_I$ssr{rV(zm;>t2dP|ZxSyRgJ9kHEvXF-TM?B}Rc5O0*
zSl~P$64zL`CS_d_tP&foEaV`FR~ffGj-KT4U!<g@jCZx(D9#krERO9+Iw8|LIu3Lg
zFo=n(K4=9=)L1$2r`_cE$G0Coc!)~1TGHEiq0tssSLUJ*&EBzQ!h>g@s1?EgyZYob
z!y~5sg!}{}q=dLUGG0jVh7SR)d1d7#R%2@<y%6eqE;ik1Ip1SNO+%yU+qCW6uz^-%
zr*5X)Cyfn#`gw&F|6=_?+RJyX4qfA^m=~-~k7rQF#*UMG?fJSafm^#+8yR!cXU&Zp
z0<WOu@ti8h3<6ta{NaAdtM@|Eji5^s=H^z?<t68WD2sUAVwI4Q2+kvX?ap?U8D_Fb
zbmDc=zA13j7)B2a3oBvU#q$pv28`D3PYte{wEJ%rh<q{;_dc9Zb9cWs!uKC?9u&^R
zP99fuE2^~<BX`t04120?+vnN~HL!GoE2C^NHBmq~`p@g7L8J(MWd8`eZ(ufY%3Ip!
z1XB;8@2jf^#FjD03!MGW5s8u~?(7qjwAXs<*Et^Q$-Y?)o&48^IwK}d`*Oet=x+2N
zm{v``>?yx+?Uu;rMqY|eU+$Y3r8_!;M3NMuXe!!=Dh`;x@$Wa=O%c{KeZGLCB4^oG
zyk#4iU(TU#wIA)CCyazp@(n)miT~==Rd99Z8R>Vbh$=j%n2gmd)hu+Od_+SQy>GgD
z`)$ex9rKJ@q3WKM7v3zc-vj<@@%K*097YzFU_|QrVNpYd0owp~;58GkI0}+4VHcVt
zO_)6fHo+;jH!u?&O-@Qv3V@d<g%>o?*J<rpN<-O{G*?**zsi3@BjD@1d51ZViSvX;
zdS1cm%TW_&0URo~5Mw-%;(nMeep|xFj~|mj&)L%xu3x3S<M)EG!1{NQzBQOimRC+p
z>dmDn=9J8mK27|+O|$z5<1MipJ|FWRi=g6s-D+VeQt!1*)khL@KkqFBmh$rQ{&e~4
z284rA>gX$#f2^)rt3=+St>sWl^}K~NXW-zjb>CHwj4@Kp?@CjjgRm|I1r{;?>(Ti1
zzqMMz*@oI`8ysXPU5LF=V&^hR<h#8E2%H`aKUhXzmuw@ff2oPp3=!+MfmI%AUIHf+
zRoG{JrJt({35Z{CtGa6nRTHB@b0<yXS4h61w{w4ASfd7NRC4;$yX978IPG2LPf@oA
zmb`!VaobIA%ZFi^#(8|b-Jg1o+&;yB+401SiHYM)^Hn`bO0H~G7stuNw~_AsG<L$?
zi~E?w9ct~`a8ur5(VajBF~4O&qw?8w1dU_}R_#FbXEh3}n4V4A(>Ux>qMqIEK+$<?
z=Q*;GdH+8D58}i=#s8(v`XrKoTlfF=r2?2v)CU-CU;!tAQn2%bAArDk9q!J?Z^)>X
z)4ag>Ren>;hh{v;qAVW46U_yatv$q|7Gfh%<eoLXU0KBZev(D^7pF&BIHCry??e{S
zL)kZss?*5zcqP#Z3N8!=>LqzTY<%IB0k*3Y!G}wC&(=%@yJ#>Ax#d2h_xQZT%CYDA
zwvNhFwR0b+tmY0xOa&zxI66%viuDNL;B@(1JpIqz4=#-<<2%GE7w4tP5DZMP(Zel4
zbzVVP^KpT%%IO<rE=LVZkli4*3}j(_6oRc6mL|I(Z7lZ&G2H0d1mdg;Yhp7IjD<4O
z8^Uf;h6;dS9wLlEz|aA=K?E6SfNG3zGV$|BNnxk)k7OHmDhlG>tRq;|cq1I+!^Cv{
zU9I)`>T>>EP?xjcTS{GB^Od(Aa&g>yaVQX0>Bo=TN5=nywn}*9a-+~J#&&I|qL>C$
z5v)TtX(d*R{$Mlr7rJ3}mJcM8143-Gq4K<g84McIBIH(H)US$-B7Q_JC0UOjGwY%r
z-2L#1EA79dLIx|AE9o$4PKN}lIIp8cC4%9vZEbt$jz}eJtlFSl=sO;BVAP$)$3Ze7
zhO(}6-<7G+GHgqfdEt7U%*&p}a|FL@<r`T9e1+Izi(xIAJ_I(Xv5yNSv|TpXSBHIz
zW9ihevrfE~_4j_qoC1c>KNTFbwkgcU6|As*K@gkK{rT_!e>LIS%*tv?$=^*&DXLiC
z+<4JEnvIW}Oe;<w-9EEXs$u1I$2Hcpp_$4ds(c%|3JX74%n-{~Gkgvj42Oo5Gc8;F
zX+ANbOjY!wSXPGl-OaW~f8bBZ8vCL2cGkS>JeGN)Gzju~zr*?-b%6JV-r=o@%jRSv
z^dWtxkH_8ZNj&S%IT|kCeZ#)iFK4oq?H_%?a0fR&c|?u35r_%ml>y|MUBax)CQ|t}
zi0(h7`}j?FHWkPn4Gm{_k;g05)i1|ogZ&ct?vGr*UQiRMeD3J0d~-ws2;-8^o3Vu(
z2nR=QKOR*s=ux0F#%QQWb2!7ih>dz?W-r66LA$K+FkKI4oX57r&TQH?3qNjR5VZJ3
z_)V$Oy)WCn)K-Rk+fP5;^lGJ>8T^H7Z_Ip>38rGuGC?xI@)d%3uxF54+vk+=K6$oh
zbWMe<-o8ETcfup8)5sKXjXqzjW1D7jnGz?Vf^phsa6L2zG7Ws9aPp<T(aByVnnkQK
zPtQ*^w}fW}_5ni7amt6<Ah*P4zAbEwMc$t$PUPA5Nv~40o&Zv5U%#%vywhC%+pjT?
zoWTMNRbV7CsftJ!tbsEUzhRRdhq3je_mrXRH@*bA-Iv2Ds4QYa5C<B(^Px9nJ2?eu
zg<a5a8<&hzSJ?f?#qy4hu|*YyZVReTH_r8`&!oL`nI0={`1K9|kx`zpE%k(4w}Mw#
z^(D>u)QjGIH5r8z_t`0I)U%r90v{i!Z56u>&j-?}hutP84@7kY3PQU3wP>4P8W(3A
z`G5^>E&$QEEpIKb5>#N5a5bcfVEQ*56f}>HuvNcMSml_r?cu$nuAI@=onGY^5L{$%
zBL-?-AAGEpa%$nPbkQlw{-a&6R1*8Baa?_{DCWSh-8XS%KdLD_tkngJ!n|d3@wJzy
zZ=SH1*HDn);FDA#!T4WhEwcRdX;Odx$<f`T*~c{x3lzWqtLwcr5rF3S^QGgr@d{5&
z-3lo<ID*{?7aF>q`y@+uA1-izB?`}h%Y>}=Ot^FAtrd>WQ`>G@oFi+hVzJ|#vL7z<
zPNyv>-MWu;U?&atj=l16RG;;>bu2H5xdD|fOf!_e58%p_*>)lss@TGx^IwAz0f51v
z^#wXocs8pE76p@no8vbJIm?rlxrnKy{^b^wd-i=m;Tp<AppCd<UN9?uz1Vb-b#cVv
z7&fQ^p?KK$U%B+VYR4C6C^`eu7v!WL2TORR7L9EqT(9NUn#pYg5KX?+B;F)rQ!hh#
zMWC3%B};U=g5@0A35;cbYL6eeI)(T8uzaj!<>prIcU&lpDb<<}*ckMS$)0Z1yl7CS
zAvy3|k)g6q<Bo7j*+|C<W7VRiQ^dGr<u{Q%Wz4RJcy3tHeA}_@X<jLH>B4*7C$e>8
zX82Gk?AZsZB}*z6hvfSoiS~xOUu1mkb!7ZMSDyRMrwQvyXDz+B#f-g^J>xd*Xwv@=
zt5PhtR*gGhlk~<yYi!EV7AnF%B0OP~==PQYG(#KLH!>0my99hkbZ=b8)vym36_SMh
zp#lQbq^nzZ;K@Cid+8z?NmLgvreJ463fYCj*C)L4GDjKZ3;A_$($qKbW6xJs=V~%+
z-^eXpE1-*i#K}#k1!>B$To9Tw+HohxaVyf8Z@SY(6DE)M+gXdg4SqYytZ2tElUKSy
z=jStVCX>sYbv6zgN}-d_`E9WulHR8^RtKj_@LpMZhq{LaY6A)v?wsd(o@eLt`Aa0#
z(XuXi4b*v87zQ=w>Rn0vXUulryR6S^5E0byiH29_{@7gT7jl|By^86NDLeDGgnJhv
z)pGVV&1|+ENZ22=b^FY*5sZr3dNV9<1*N8+5BhZG%yPemLhwM5@Od-UJ<HA}L5t>z
z*kJQHv?z)mri^pO#v_7kcqs`R%rtB$18~qDfy)ChC~el~PH^)QRXhoN2mA{qs8)#O
zZ!ps3XzjteVc<W{i9J$ZkaTc%4z07TS{`kQqEhb3%Tl^wq$Kg{-w_xS;iP@TxV)(~
z`u|bG^Fl)`v9OBR3x-=O1bRBOfyK$LKbI$tzu3QT3z&wZ7y`pHN`$cEmcC4?3nj1&
zPU`mGy2Xa`?#<h`Sh&i=6fc95y#+*GVd2*eZ4fYFd>6NO!t#+vy`+VKr}2*l!m*}n
zo1l1-w{tTJSNne-Ir)eghg0R1z_%YLU-#=DU^Uk;ve}6Siil5;z=_Z}G^pt{Pg`~&
zV9!qalQ)>P26mQ3Qg65SKRA2!=AOaxvhW^V+n%1taMQVvQf2?J=CfNI@AlA>Qyw%(
zX*s}J%HZp8=;m1o|GmluH4F;+z1sz>wR2N;qE*l;SwHYg^^zvWnY7p0tt2wk%ZlYS
zAJ3PL->be5;5Tq#ePP^r=2y&kW^UmQOBQ2|#~re+Q3l-G2cFaB46_hhvdW<d{hj4X
zJG&n#6BxnpSNtxK%^>jznV_K{`yc0fO-*W>tda4jZK&SgZpGR=V4YU7SV28DNKd-Q
zj{uR7kJZLdBl~8bQ_>*QgzX7xyu0QNjrnQ)^V;WxW>z7?oV>=mwo@K@=l{cSedDvm
z`SW3LjN3q8^qwpjLC-<pMB^?T7ap3zDmzGsHP}*gACajfsN@awy9W=AWy<M}r)4zo
z1Evql1XR5ou~OOxOd^C31IU2HxFQEF<-6PQB9LmZ58=^dJJ3uQ=SQp{;9#WZR8WV7
zLi8lZ<UN>kb*N^lZ10G87QFsvqAa{7G7x0xM<L(Hkehq#-63fzvPbW3oU`M2(e1-1
z7ESWfHH^_vCm5r+eBbntN85NK#zXveb95?d=bocVOmXkKbxn9a6=h+M`inEv`i24>
zo14zl6@k6(6J&Q%BM=3?{kZyzMu4iyFZp#<pAl|u<7?>~JuFv`-umV9u|>?dpw9de
zo!l2j-lVt_F;Ns$>@iV{8g9*oJCbhp-4^ULi(%BG3JAXM<D5PCy4xr2_0p5M4XK1I
zTm9r{8SO`94JIa(R~uA(emwu(;QMFp#v3F4xTHc~0d*SpvDKEX{>Hzf-HY1%>Egou
zg%LV~>5?C``1z(^?+<0_96v+1clHu#`Yeh58S>+*bF@9Ht$7kRj-k>c)UMpzm(62X
zzAzhQ3`8wFnaBpmVzmM0FllF-o0`xRYQ8-kgFv*M-QRqAjm^fp-@bpp2;#*2!a~^3
z78S(glbiPHJ=Zl@{`p}iv9Jox`is9x3E#;G@HxZArK_yH9V7716hE?}75}<@dF;5~
zSDYU!T~od_xLOYN+hfg9s_^$7W<MLDhp0mE2gtRb4V(m$ii%*Y{rvh<5p`{k6fgWV
z&0{PPomI<aHAWVM!YCt1b^crXKxIW`7~PJGnfd;M{UPn!WhB@y9U&h+D0@go(WUT>
z=7IAE686@3cb?fVeEg2W<(8orhb{}zA9?-lVv>yF7k16)+M(cd3xnEsWZy2^H<gsK
zyI&;Fy>GGVyQP>duPWT%aUs3fjYiyar|kW3`(c(R`(CLmQ50tshhA@!lG*wlF=jv~
zWm)<?)&UN%6P=&yj<`HiZE%c;_<XiGm|uka?J4zd<atdC%{{RR36o*YNUy@JiP$Va
z2v3pA!^SE}MSl?85scG4c8tf97lu+=T3U?pzGC-L*u8s#*i;Ura7IHxsa6#04kDTY
zJMx_vv;N7yVz;kkKAzS-71lg92;kX>QqKxKs3NaFe7N`Rn*opSvNg7ywVs@+!6;if
z&Aqc7E8ZXLa@w$(9cL-|_6$N9><K*?%1j1Dr~FX{A})J)+Y15M^X_P<VQPxl?vgF(
z`xeos(skao-|ap!J&yj@{N<sj(a({b3l$3o>XZ4Y%!?mC&gj&cb?*@vGsajYfs@KY
zrH8eMW47^6(Q4zwA%h0z&B)e_t;ds=8<HK7i#Cq#+-Ad+!Ka+sd|Y*IgyMm{;!6)W
zL`YTQ&7fY5ILf!l&WxMIp`Wr{EP6JmkJZ-(T)S#TGUL^wwmx7<`h>;aT_pavN~rHv
zn6;Bqwc)en>Kf;R`wzzc`Nnr{{Hb|q;={Xt=bk|*0_@S~<jHbWKXCQoA3oZ(h$52w
zW#~Nq8SPURrtFX_wcuw%bc>J-K3=yiHuQVH27du(a?>HZ=w(~J*Sr|KX<K_7KaSOD
z3Gis#eV<-<_qfVRFyi3>2+4-S0~EPh7=3rPn02Oz5BcV|`{yrqW4?7&)2aD~8%S|n
zA6xGI@tShJGZce0N}!CMl>R5f5z$a5sFOl*NpMX@=FIC?*I1Zru+dlTCN1fVR4}Wg
z*Hx<AYeiy3vx?sy(os2G$Wl6B{L3c&&GtU>S4>IYRwh2K7cGe0Z|Aj5iZyynZE&1_
zaXine^!mY$<MeLV94HZ%930$QXVuM&nSS5O>|6bnX{Xf#_e;^M6%3=BUGL8|wEo=s
zsVWu!PWW#(XH-1r9`ELd>;2!oyf4fxbawoz9bZVJ_;F0==D1=E<-MDms|`k`ruwd~
zSv~ZUP{$CJj!H=Q0o@7fhS;%)lUHG7y<F>Ft}MdU=o}Eq)VjLFg85&aEpzonVYb_U
zMUVaJ_b^pLGCf}Vt0S~-jAG%<pNVAGeQn5g;k;7`%Qs75dCBRAomISiQsNp}tzhoo
zyxTyehkIQZAOC%JH%#8G2vgzUvR@QrMmwo`ayZKS$~rpx_&?!uk~OsQsuu4Ls=PxJ
zY1Ly?T8YWa;{>h73bO}u?kB$KsY{pBY4N1-Z|2&!Ge4@{`m;bvQOk7il8p0|+FCbH
zMY`FM<>8iE{@a(y^@1J<s(9}C@^i<H#5K+@J1=Mbl4F`%Fg=+N{&8Ek$F@J+>+C&$
z)~`D`+VwAd@l5{~Un9$)T=8tnJ2tO$LHr(NrB3}*7N9#(CZ@nA0b62ISC=6uYZxuO
zT(HsC*GHaAk3}{<DX^-U@7WLbdm?XbW%6Y$=jP@@H&i4g8|)j(l8&r6dGGIs$E@Cv
zA5UX}VVs-)Rb3~WeOcjWB;}gLDrN*@4{xo{kw^$J?uimLa;trp&{!xaz5DL@w|g(8
zFuQ)gLGg@R|JMHDuQzrG#45Ni-m7W3<Y-sZ@iT0=rzmPK>)w%zOfssWFIE(4lg|tk
zPFDCI@CXe0aq;&n)^+*Ym8qkC1DX`^q!ZiM8hvm2XD-xJ_hhqOHyF%pqm=w1GPHFo
z@rUI)leY1mu0NYv%b&(in)_{IF1Y9aOm60vYR~YDq5QOYxvqg4%T`0X#>E_#qVIsW
zy}L5`8C4@DP=xUriR3S~(ph*tPd@!wSabp@WxD<B)9jt^_8bi9w3-cR!t)05FviAz
ztxGfBzn|;4_uKrzR;@s!w{IS?UHQn0fV!BjwB>0%I1rJj%lOZ^rsReo&UBsI&SW-2
zgS=O}EH7a>)yKhBj7-(}`FO4W8RT1q-Me!2MZ=>%=b|WTPYz#v`K{j8_XP9ASpnCc
z5_b0^%CA3uYBw=+qAhnQKW!5B_7xY&bu$_Da5w6waY6i&&GwQCF03JYRJ3cE3!XQA
z(x*EAao5}!$Ew8^$z^SZLUZk=2}KRuFZ{V|Oi>;sN20_IKNxh3eA(?vJF$Q2#Vu!s
z;bz(NZVzgyTIbI(*@bes5+=vS>SBLwx1&0*vZwj2kjEaep`xA*iPH5U$qly#iD0GJ
z?3XVCF&#S@OxdY({P+l%4Bwu~H%wi7f)PS^wRBP&$2a!<50*Iv%q!XTbua)&HNUcj
z*5_ElVO>nuVB;p%W_G&Oi+?c9yN?_Nkuz6W?j<MwY_LDN|EnJm7{B3E&nVqo&3w7u
z)Egcm%alK|Am?@A!poj#J;zv@?{~t_sGZhFVx0RM72kC%fdGYo2oyt)(b1toQ2|cj
zN2_u&bdY6$Z`QDmfDQ5TZLFD{S1OiK^CW99A6V2*z=blEbAe@Dav)ZirvI_lK-Ld_
z=ih;qRu!jO{0p*qnxB~bGf$`c(%l^CG{WSO$VK*q_Tn+huiMhww!NaAI>aL!9leic
z_@d2P<~Vl21+opt6dqvLw^7>2@bgc5M_QQ_yNmt-bB+fOQ(L;Ws|4G=Xq`Ksv!gPr
z3v#x46+WbmJTNTr=H`@hva(U9FZEu#HhI3}zUfoL&rPj{zvA02q`w<6E?uDmeg4kg
znRmBuQ^K=%uE0$Q*k%~M?*;~vm0E6BOF5NvS`?;?86VZ6Bq=e=0VjL{dmpMlzk1_O
zhW&2%j~X-Gs4T^j5O{*YKzVEGha2W3Mc0w?Ea<z<Neml*=Q?u2ns)%>aDq-#`5}`g
zeAYP4q#A|&SNK=zu$t8M<jKt|)72GEsXFaB!#iK=e>3F2(<15>h_%uWMUHq15(`c-
z$4>AbZp*pm)%R<+%ijp9Rwf=5YTk#1o0^PK&-Xh#s2_s01Wg$19aw}B4%-3n<7Ai>
z7Z>gj4g~Yi=Ty-~7_uP(v2_H+;jxX-sePzB!+ho^rD~jL?+F{G4{k~D-mTLJdtiBV
za5gxXGKjt3<IT17!3SR{=TnAWD8>Dp5<aM|#=)b}7<f2v_;T{|xaz;Pf@dk-dABwm
z9#;HU95i3LK|LHKV%`wi9Oh;r$CS9A=Pdc&L-Dkq7gbh|(*qY!^KonH`sN4cl(SAX
ztHYiN?KjEkzJFgA=m@B^O&U)v6*<6L_WmL^$`ax)5o)@n;%)x;Fpz8nUJBj+OU8X_
z(7%A}KmgSS;0p%_!Gi~zB|~MvM?Z0*F`qsm`KmrWu_UC=#h{Sxk*VoVIw(*;)cWLp
z1aaHyz_M~xzsn))J%zz!x%gEj_YM?l0xCP<mx91-mG?*TdR<M<$4(E$cw_1pm}(br
zNH|&Oo@%}Bs9S!iCP}{k*Y3kxiq|N)Mrs?94)*@yaJjP3evLARQW>i%A@Ty%Qx3ja
z`PO>F)^z-oZ(Q@`hEFQ4iVZW#51=Arut^ky&>j$fI-71*H=?psAQf&=jZkOH11-_w
zy+33)UcMroS6I(D9>;GaJ(_b}NRH%*=)I_i;Z)}f?u@RfL>7BBUTit@%SP-y$w$`I
zR{uVi-M7g_NNQKdBKKv<ShLCOy_9;x&>*_zD6`*|_#vm#N99XPR?AkU`&Wh>!~@P>
zeUtvj-_4hv`R#*IrF5as`B51ir@7jTBF+7_II}EES%(abXXpI#cN9B2T^-)jq<1>8
zlzG84@x<xVgL(OtI_IO|cEUjwiK`G(`iV~tmtF$CG6K)$%SB2~h5{5}*B`zmYbys_
zXC*$k>R2PAzG!{VTt&OY@ulvxw(%o%;ky`Ka~DLU?Ed}hR~7agW$wG}CnZSgHW=N<
zIQAz<oQf>4`mWLCsw6KaYY#K7`>b<R$HS}M9_;_c>2hWMP|l4HHw1>u)xpt(-{&%7
z9G~ZZ>ZjMe`ssc)goHk|Mv<0^3On5%z%fHWA)a8wgjaQ+gv6qLY>R6&R#?r=bO-AX
z&9{rNvCrI|v9+QPIV=~`*q#!cZu-|Q@#pVx{-W6%1|s{ZAJm<XimmA>Su-zu_B3iQ
z*~uT@`LC$ctIxSb)!aAuo84%2!KvWsC}+B@OOLCEpWhyP&Hc*9OAXZQ$e7w3dA;k*
zS}zYqaqRl;+~Z50diMB|kstp}d!}~{mgNmStL!~Jv)7%RuJ-MzAF)<6|6W4Ao$zs?
z1)~Axw~xkhnGAjzYxHXaH+s5%ZWtLEq3<9PGuXdw+qvW+hLkHGRbXm-jB20LO26|R
zR(rSDKL&h!QfKtO1g@PgKo@2uR-cxa$4*it9aXoh7*@QnQvs*ns_}4!k?q@2z*X~Z
zo0fF;aZ?vXSB~!zKbv<eOPma?(Ua+K9CNi>IFv(aKq>Ggfd|2$-_T+4t{mQ&Z%(hX
z9ieL4S5^?($gN6CLnEM~k^pxn5U*uO6c8(GkBFFC?mPooo&H#={>4}CNY88Sl0LJG
zd8k&=ua8-QBXvtYF)ZfK2{epkG5u6JcLf{<^e9qe=Y0<frv`bZj2Ba}?SCD6CZXG5
zwta6P+tADBaY1fBK7=zH2?mgAnP=UtrQ6?_a43BB_*PYGt6|TSg^-MFSlV&bN=rKK
zH#`M2*RP9jl&&7^U|77MXr%uyC~tO-p}T+0*e~Fjsj2q_&9hP8VM()F3oYsGp%gBM
zhz}NdcnsfG=T&On*~IDyB4QY2UgRlt;6U%vH(k&<&|`p`_A=^^R;=D<bunhQ2H990
zoqw-lnn1E6(hjLb=NNCjlbWanOx8z89?M7pF_P9jvr5Cn_t0kNbDksjqj{tCqC+SJ
zXy}B?YF@YLg<?F<JDp^Dr)~7d`LGeHlg@{xBw9vYN9jgsg%Lx<AJ969jSB@bd_pnq
zGn$7dfBLNt>>>8R7{xxo;&u?M;iGWqDr_0}Le0Ri{R!>H4}noH9);3;5{2wcM%(DV
z+GPI2uh=(3ipJ6$%S1o%g;QyA@JKsZ4@NWYryKl5WlkbY9(G#qlAH8|+xC4uMSIF8
z%YL@sE_lh)6>W4#=|<)feSWrJ-X6*)EJr*Q)oILTtw`TeC(!BhKV;5wAZ4m&vwG{C
zvi7_5#OEv2juD3c+85m`GWPN3T-nX%w@U4J{BU?$S~%84i~LP*n3-GJs$0tIu60bC
zo?YPFeRDw5_=KgX`b#RU%yR{}OcmS)Yj;i6E|E>Vc)^R&EdsVSE3-qsMX63WyI(Y2
zSy#zWdaEVIJe%h`WFW|w6{C0ayz{wp@Q!s)wed*4W-UNJF2)vaocF3oAxUej=a6Q;
z*8Q{7rJtCYUX<}4auu$AX)tSe==aqu`j1q~Tgro8>T)6w-seYUc72j)SwSf1K9@p;
z<>oAVo7O36omcr?DNf#UEJfrs{*?G(ugR&CqT@epI+fa2Z46;jS5QYYDEde+fB0Rs
z^c~t9Ot;O3_%+8APCYmhZ2n3>;h%-h&=sxxnthsL8ewL)rIolZdMdsfm+Q^x$owUj
ztYjXtQl?8$OsaoI;L%^<Ut7ymSFdDhZ#Pnqr#YWL{@du=F`<bq<+@MmyVoZq{i>5%
zrI)`JUFq)DU2eT5xHZo?%J4{fInQhN@?0sEiF91z#yD%j`g(k)K=kzUn@Y!uxSt1V
zrww6%Y*P|9BO3Ybscbm6lIOkmVpYbl$~}EnbF6W<WR-Bz6D_v5nBc0X@-i~>*+ZUu
zo$^)BhJ+vLNtuf21a9~Q?s!yt;Lt|mDvv~TGIwhD@pn{O@2KWYs-EvXW5vc*wYjL2
zZj@Q))~&4gO;P3svprXbyM$3OQ@KZgsSaaVAFtS{5HpF(R#sN+J)P8wxw%ep`mEH4
zxXt!5?mJ0QsB=J??7VG$==>m4U$A3caz-+Zwhqb9DBjZe4x@|e$tJ;-CTpFZ5viXd
z(+6dS1yWuAM(jc;)}^s!mn^S%(-F@(x5u$@+IJ57FFp&`DY!x1)v!rt>Ui+4yz0@p
zDf3`w3&Woody)sXH&~0lFJoq_IQ~m=wsNiHOXb$Wfd<tzu4AE<vC&uAKRaL88U1Sq
zJ-sjj{@`v%ajxHI$7BGD?Ush)4n_w{2%R@by>9KW<Z$j>`$crKPDZV!*&)E;IY?Cw
z&Pm-?7cIAU&I;q#;^#c5<ibxCmk=3_x>m4U?^U_poh5OfQ}7;g7-)V_Z!6Vx6QT@%
z;-BIkP0y#5TJBNOSs}GL%y;fXyANgN676%ZlpV)T_c7^Yltet8Qk{6WJ4V-B;^dh_
z*?bZw<#*rMq+?jfN#0F;ir0ceC$ute*N@Cr70Z&{p+Ec!-jPn!Y|m<ywXq+=F&VMg
zrR=crHBN!6C%iC)Y-pV;CSjf9*!zfX)pc_By7Mwqlj?JQz7=<AvKHtssGQezKCf_G
zWr4<bae3$A^$6$b^(o(x?A{+;c|9AGUU-PcUtTjjx*r^_5JZkkV@<)ng2OV1>gR=n
z5y29sP9r1SG+3>AuwHxxWWL#Un@Fichel6|gR=|&O7@L~zt#~um;U|M1VRszaY^`U
ze|9JCn&Q<@=7YmqRynj`aaaBb4nNd+Ep%1SR@$~NskTCM_g@`@N1-ob_3y0w{mx!|
zG_%9(BAaH{E0c}u<Bc0z9C6q18uvYSI0;{wN!sE~sSlN5nrW3ut?EWfwYFxXD%UhQ
zxPoQ)f3dRPquq1V_oS4R4ts-jqpd%6{=19Te8FPRj@M?dkU)zZJ!YJ=wd9m7eL3q^
z4Lzmjgj+<!Nv6*SA~R*f!!~BwcX|6L-Hv2P`r}F!#ha+a>2sa?>Ef}3o3pyUiysqb
zrZpL6u(Nl7g@TbH0a5x$mZzMttm^mg-hKJugTtxS&}8+ur&qh&f}Ut=Trkl%NIkj6
zn>*wQm%wv|4BB#pl~xdyxcRj5vKuxN9Yq&->Qw(&YY}YP&{<)&9nH*{hjaziS5D#r
zdC%Z0z_%NspZVE1of15BgqLq$f7CNtYEPzNx`(xmk<9F|6qNZK(f6C~{i0K6Wc+rP
z>jwEpA@xyP##>v4Bj&FspK3+Whb}&+Y4LWAluvC6ZoX2{{oAMHU&R=OI`4%=2bqs?
zKj&MvjxzIVbMV|fEZsT8#$CsJI)smojz?DgC=aXp;Ht*UR(5Hn!*O|mhQW2>ql-M1
zO{quoMs^j(YpaPKiGFzd@9Xb}C}l@Id8#d%{Ph*o)RLRyMe;-UEHau+Z40U0Jh8-p
z%M?7j=CSqk%;eLeN9rB87^qiHRneu>UQlNgX7&4=d1p=fM`hf7a?H1OMX)cO;*um-
zn1B#%I=4@KX*v3}EdUJ|NLkrnOE45n{Qej^o?dhx7rN_UEmLcT<<!c?iG3WFefs{t
z7g895#LD=NmW$>en>ct0lv&m9`(e+e*cU~)?+)#qGRD0E9t#&TGF%^;KE7Q|D|wgu
zFYUQiN~Ro2{^XatxVSuuTQAi#WqfJM;OS>(y}j^MDer)B;62fAvAhF(rS24uxi~`w
zxhVOA!U_jCUQXsyV*Qm|ZqoGuO$XWU=j@(Bmnvd0(g<YauV7LvRF;y9IO@(+E;U#+
zo{=jHp$tHilMmLr28W#^>SoSq02_=##ab>hqhLZS=``g@b932yy<a+hElvEX$?)5-
zM=PR^C<b`5a&V>>k4!=JM410MnD(KYo4&_C{`8qFs2TrEkmFRB%Nc;=<X2L9hWjp#
zD2Z%Jwr6#8FO&JP7Vl@dE2YHiU74TI4vE2Ys{1=e%=GzUIa4=BlrT~weg?9D)Dr`&
z{e6JT+qpA*MyTa1e>CqMYir#qSN$J3*Dvya-ygSp^l7?VIHPS6ABEukcymQ1Ub2se
z?>!hv*mcUnn(NUyo5`{2-%a6~_9X9bc?TNUx2;e-;rlxE(KzGvSRvz6-{oX?YU#dO
z0rRZ##v|@gX_oh8#3<a|IaebY27Zl}-TYDE`hSsh)p1#+OIW25loSL7q?JZWBm@B|
zK@jPZ?(S4TI;0z<MWnl>M5F|yySqV@ymR*c;qUI<by>gjy=UH;XP&Trq_{4Qx_YP4
z(#-6@MEo>Mf(0n|h00IYU0ETiNUV4?MAWLus>##SGohD$r7Q(cLZ0Uk180qqmolrk
z*jjTWxkXnOh^JFP`1An&cJtcqEbPk10URxEIKT!HF5=KG08v_i43`*o$KkIEfOkao
zv=ce3-w?svJUGTKgLpHqqQXJevr7icIpmW}m~HeVO@zRLR3{q~Q`YCtm|)Wn%M;8R
z^(+nMI|IzTK?X*(x7qrcb{g!0h>}qwZVswws#?wex?6%{Rx-+?zqv*yM*Mz8_ZhoJ
zNixe={aI;^3=?Wz!C$X2Q3FZeSiZ{VQEYvdGtaShfGU4&kE!&1L2M|gh(~F59=#7<
zD`xy(`UkvkW%mlLV7gF>x<R5a4SG(B-4R$i^iy8$VSrDHgy*z<zhLJZ6|D|n-k^Vz
z_db0MJGs7Hual?!UQh4O7uT$Uc*<EpZ43~M7Wg$kwAm?cwK-Z0<FyTNxxvB>+)g2S
zHV&LAb{bE#!P^m3$ZvrWM0lX~G?jJzku~-d;DC}joJ4=CiKy_f2x<g&jSaOw3?35-
za@Nvfe8G&th(3(BXR$!N-eU0mEqmS9mI<RCZd|wvZ8vZ*?~sqB%!MESFlb{2>Ge-o
z``V|u?>xB%Wb<dLstG!0R^VOPe6nxHp9-flBC1(fOKazer&^nme)h@6rrQg*3rI-@
z#nNRPM2SCFR3v~uAQ;*CBWFLW&mD4fDLjt`-g-}hFC-GL<Eh^1GV+w7W|bHf$Yea3
zA`7>>3u|f;X5k;UdGV&T&DH#10q_OXbI7|eH%A2t9q$T6w7{JgBzy>|%>o2e0z+<8
zk&@sL*5-CkD-bpgH{Tf&*0qlPedA|+AQ``Ufzww&b`T)tl>Cr|C3Oll>)WKWaVG3I
zV9{{o);Rl^!P7P;SRr_>oBM@&a&eJPbQhP!R=?Mu#}uwh_&_Cs-wF&F<XObAY6VYQ
zQQFQF6|sVqm;VKefItfDhSEnL_!p3A20(y4!X{xI#M<84G5|S7bdv<QAZGLDhfYRn
zYijm@Lmt$$qlE5jz(!sKox~FC_dS3Qp8iX3>NI%fMsD?#-OWSnJNpuK-f#Y>pngf9
zxxMe69N&GY-RjC#QYB!BvwG=R=UvQQ!zF@C?`LmY4vD_y;2q)xFID}Dow2EQ!YAt3
zce1z2?C++GJkU9^52CxKqU}nD{A37|!GYZjEkF%OmjDd=W}@=Z-@kP^6G56epS?;J
z4DE(|ND|m`Hak`We~K?vF1?KGqR?{vCfJwwJCcz0yS31T@f;n?3tw;nCV?y;5FisS
zPQ-Q|DC=s?UKgJawfW><eUv%Z{o04Is8w7H-w&J`xI?k9vGpMRk3^6Vf|NF5Zt_I<
zVMR`YS}CyC=up+_8hpnBN57s!iUn53<eUf9pav6?uRgTizOY(>vH9dUu=`MM*7Zej
z^syK{yYS<P@X;&ouOYs9Uv;y4CKL?1u93X&GIaQY5hx=oR>l|c?ki4=6h~U9bPzS3
zhDLQkw2S!txS!}M@9UG#S--`xXw)pnY5au^n=BCg=QcE4z-SfN3~iuQV|Zx;z67vO
zwXKZYN81ULh0+@<eNkmvJ6p_ls1+P`(0an3cC7u^4Ze49J@-VM=OE=A8_^*lx)g+y
z2=6c)7!cOExw{8k6z1gxz+a~m?0zqw*@r0gI<X#<8xkHX=eAlQ9d_C`_U<j&{Yzl^
zE}-A(-U9am5EOvQjZodZbd;3*<nj(<aAZ-NP^mlC6j0~Hp3x6B4Bq7`exB{x%lAsU
zPk7H~+O{v4e^%jbf<wa0+#~eS4K44-q%B^hl+Bhi0<BFPBo|Fl_{-m}kt9Bh{Xx_A
zF{eF4Hnh3sl7*V6>tpD%5HV>@7p`@kMqJ;a@W%Sv_OLMy=9gV|#FRKJsqiv2;1hMh
z6y2<4TYRE8ZFf98<=T1w{BNglF1+cV?3DvWGjxwPhVKcue1um=iZDgJkp9UN*VbZ6
zT%+=Fw(Ue#Kh;_NQuf5-2@4(zo=I`?CRzH!rMsbiK%zpz8IYH*e;2Bw&{y|r(#=%n
z^PIb<V6>;zP6u5F1eg6gI<<|~kdXKuIQ|;&<mkRHQQgb>=<VB1Pv3jV$@tqR*UcKI
zx*n>dGW@jd+cHIScx$gJZ<!RC`&qS0+xxL)#Kqw7lW9)rt?#LE!io|LuO#X4D1!O<
z-hEzUY%Nmd5Nl<cift;!eojUpkik}4W&KXOHhk}PgyO|zCtu|%Cw_k|Sq}c&&sGzm
z0s=%Z1+d4DzL)U!>LtL^D5^6fExnG4^KXzTR=ODvJS#~Gz2n9$Bytr03688-4=l;x
zf`&j#D|PjXoSgiL>j5ng*dQxMK}o3{?uM21B}6`nP}~lFzm|8^KI~xgiUb1<P_dwY
z^S&7MMt&o(je5a<!WA5X!Iow}CR!8wZ&~N0MU_;1c*FTYH}WewNnhPm<}_2v2%`TU
z#k}(_Z@pJDIDCPNQPgVU-S!C6t6u>17oVk{jKP>2M&Gc{-2jc(6ZlHvvMc!0w$B%p
zruX+h@0>;ze4DtLEh0@KB_5W`zCg|DEYE|ccw_lG?d;`~;_cw?KF<p}HOJ@dxYG(-
z2J&)ON;@U1S``W@d}92pHAVjBzL9+H!$BeJyK>Q3#Q!9p=myFw<^<oIBOI!?-7CEa
zCyiB)ylkCCgGYe)Cnaj$fXORHBCm+zcir6J_IfU7MOey=vqqotMYza3^j+zQhN2=T
z^S#4fYcIlg^}9{U5YUhaomlFw=dSw{2uFY*fGl2->#OM?w%A2`XmF6Tr%t2Nj2H^e
zBc%Gt3+$tgkB=jjE56~o<=1}8ul_@?KbVSJ0Y?j{pAfn9{yj~%Iaq7OV542q^X5?n
zidylsNPTL*qRl4W@{{Sj{EM3Gsgx5Dc|_HlG4CgMC6F3%Vf6Q*rHSwpogt5DR-;-R
zmLgTNsfnC~8_PeG=2;tmWU$z`ihc||<g#uFYFVd}xWiW@@mbCn%ifU&){i~Ln<b7%
zHJ5X8^YPvJ95`hw{^pFeMjSwV&+GE>+O@5q-0931sf&?oeXcO=O><gZrT@^jvSQrs
zkfi3Yj$E@{S;OAzd7L!jQQ@GlncPL7>FmrqFwlf$6oKJGg_xT^iuF=)rIfd>fGppb
zpHx44JJ0L<2R<pGYY~m&qqc0ijY9K2{6$JqvPM!GTl3=Kbo%itPi<bSx^;Tw7o`fT
zkjIml&|w?5FYJYo+x7=6r+>Sl*H3$~KJ9EqD{w-+A-<<zj`nn(;A+aKW!)h%dPcIi
zL+Wp<!;yP<dUW=nJ8glc^d))<`l2h{RmMk~@XxGHSGY-qa2dC@wFU5g5f~*f9^(?h
zj^`%6yEAAXN;*Cmg<8w+m5hc_zSEp4m*-uHJ(;q?QSb4TMVYy>H-Tw`BfYR=VsPC}
zo->~*U+l(vwRJHI7STlBo2DOq)Pq9nMX3YLtaInvreQD=DN%iP%~kpy7C>=}kwZ8F
zXS_DpKlG@_-L@;I>^h9R8n#!Focj3g{ygcMtY}w}r*$u5=D=9DvNBdY<j%{ZKVjIs
z86W)oeoanpj@CAIB(aLAtCI~6zY#K(**JEKkzUT8(xWkz;ZK!oX4w2Tmi;8rwIi_h
zU)fA|+$1Js;y_M0`0Pv2@rvNRdPIcDb5?@-uB$bjmdiprFZERr&O;pgB;3uGmAKGB
z^1k|0|6|?9DVr@$UWYr8-I15&q@9!Xugojk27gZ{T5<-VN<I75fmU;)Ch%nqW07Iy
zB*?<r`?|iHjYN=kM&-9^6`I`m?%d2J7hkz<ZD;P7AQ_7*|KiS;6Em)5LiZ-ruDAKt
zj%rcQ2M-Nx2T-k<X)X3OZ!EBS&7e>6Ge(X-{A@M96ma(K;V0FE=Tj)vi(E<T?(^I|
z#K+gfrakW$<jnu~*bb6)6h^0T6p<JasgE~W3`DpkWG$#sN5{vpo>_dg4zuY*sZ@U{
zCgwNGD^>mBaoS5k7M5Oyx0vuZp}U-2bj_qI>wPtNWR#;_H6`&*jQZ~5ot1DFzF~R;
z{LA|H>hNgtr|3QjydQm9ST(Oz-X9s=XCmR|%rny5Afw}+7xL8sJ$>jm9RU`sc@3Xk
z6H!nA{WX{wTUEof3xZ*2YU`5per8ieKS+5UONuR}d#!8_Q{}|MS-@PiYR<L8BUMpu
zgtsZMcV~7%Elig|df|%AF1fAe`!^Hju<ZmUO#`DM(;La2q>1?1w4Y6|=F#jG406K8
z807F!ncsw&%*=-Tlf|`OUO9-Sya+t0Cx4~geEr4}z-R_@%g&k@U+1Wz(%oWw2wA4w
zI^LWgCFYspf91oauevxV@z`~rJ>>Ggm>6y1S#iI6y9LW<&XkGnyF@NxBd2IfS=LVd
zl4Iq51i52_eLwBs5t>`$C1-7zU#WV`3o$WB?S0p-i!L0MELQ@MNGqKky2Tyj9WytR
zd@R5Ek#+P|Sf98adbBxBBOU>kB;DuY=9`8xw?|It!RGk=_3MmnG+@rm04p?b0EGGn
zQ*Bxr#p&4@jGtqv;1l8m53*916IVr?l9corF-b_zXFB#r3woPBFJ|%IO2#%-2jg`I
zTRJC5MLxVBV1<@m<HhZjU^nT>v)aWL>rAhWoWsV;zS?^z@k@kFF04Om)qb?TaE`^i
zh4DSgj%#<jV`Ok%%72~pN2c1&+z#7JuX*F~QS)E)T*BpRe%g)UKl&|o2Qt*HraicY
zJ^z@xt>nCQ`*+{Y-rg0WagfEZdLu=U(oeW2J)$}fV&^6%Ccx4JI#c;A`fwPGu7kMa
zLa4ZYH>H{PxI5dGV$t?297A8t%7@D3)K1$>_Ng6t!9Z$#9K$a?{iP!Pwg-Hvd@tkd
zm4{uc(-%dVWU^iyW~J+&A72gFRp~8t8SH55v7V#@ghC&U{}qRtnI{yeXpm$DhPt{y
z?}SB?AM7TzJ&)fQ85#|a4?rd<kjHeZ)D<=zDk>_qEn2z^ezb~W2I7#<<V+kEht$Xh
z4fJ@eg&a-%ZkpDl%y2x7`^u?Z!Qb=sW=hSgl0xHe#E%QUws}<D%A3I?AQclmA*q9n
z5PqlIB&H5$1W;5^v*|<sp*gF6T|0^WbfHTbem!jS5cgxo>CcybY{?N~kCt&?lg#4E
z8K2DxWfXqBv1AwJePNj`f_>-y*ZGlxs)He8?~p%-;yCAXuGxzDd3Ro94aiFF+A{k<
zQY$d){b84{Ah!nWw=jw4nwlxIt9P>UAEnIxGA5`E;@-^(UWO|Z{8bIREos4a&(%=|
z2v8VcVp`Ei5-rEuUdNeM{iVV!{!I?=0#|rsu2B0$9tA1YgGcC&n)i@CC^wfAk|iN%
z5wZh@{6f?U%*}wonvmjT!13tDoB1D^t&uNkIMD+%)aPL~7ZTi4Z-4M0O!ozy&soXv
zTY9P78pcaLvMpbA6&`)V|Co;G{p(A(j@%M{_*E7Z%RWKJSB}D|BUb4n3%}NWSqX<)
zbv}rgd__PewuMri)swzmdnFg0nAF_d(fxo!U@wR5@IJGj_qGvg^apVavl_>4?(?JC
zS-ta(<D<(pG#hNt*&B>i(n||v;io_zCD0v!M2vNlKJ>%Rjur5W0kbV1C*C|(aeh~-
z6iAO<%HvS&$bDZgBHm8>WNL<)_hiO1aZ2KuiwmDwrQ7dj>xqh>MLN2YRaC*s$|9Xx
zFJC+J_tT-&O?itvB7PJb46Go?k4D%PV4K++nA{5N#aeLRI^PMtd+#3Y+ke!9I|&KQ
z<0ilOx5WbIgti=1Rf#_zoHaDcG0CA4WMlJ7NItS%3se0<#tzGFq1Pded9%kD&Jr~5
zlth1J3i#Yv!sBAYaQ#|<CLPQCj_qM<q-uR*oai{e+b@qA%C;88_zq^w9}8JQjaT$U
zYHic*D_<l|FZa;HMOY|hKCS&BcU{w%U1Do=WEN2BE>zLkq^`nfdUqOjyR_2Tc9F!Y
z;d7iNCuz`JQc@C3!YL)sYT4E{HV(Lg9S9=_Oi~<JQlDyXv4#E2!0V<addy0H=lXk>
zI~iis`wkOLdml5E3$P&KSEbXUlzsaL%Yz5=)PkiMNaPBTO<+$K3t3GFSlOH-a$7Lx
zln@04MNIrum^G7ltG(;|3a|1>4{di$O1b$3`gId~Rms?g>o)2(NzA}`=1}3%<<|%)
z+@4zX5~)x47J~{*naq@QUp?iGz#yuZw^Rh|;+PZMI`{6JKsS|dDRFkGEz3|K5U2CZ
ziHt+1A?;hmJjVSNv*#BhP8F2f82PBKb^<}d=lsQ-KiUSBn#?fi4mZsItsgdb{5|dm
zrs9jUc`ul$T_6+Z!lhG_RN4j%E1qQyl-Mo*R4^A|xS8B5VQtL@i|Xr|oY1=kr%|Y|
z=-TYHE9ra_e+Dug@KcUVIyV3x5qKzjXU=1gd~L%AE4(wIzwX*6jmIYqa(P3GPFvgC
z;yH?14hc4t!MVN_6BRVoaE^fY-ViP&Bcl(vl~;91J9Tvn6v@@U&2%9W+3gWld1zR8
zY`EFo>%xZEEoNC=W8w|!@~hx~R+-;xD2Q9xbIr6Q>eB~T)ZTt4Iv>BVLhM~sX$y5_
zREbyCc9F?*4tfF#@Bdr~s*+C%j(E;RJ!zkEAilm&a<fD|X=45CVsorsOF3&}rk}9X
z>ftqCGVZ4*Z)^^SN9_P83O&*G9Wu$>?cja(Xy4*e?-`J-6BE0DO$pA2e>9?pBEe2e
z&ctMmec82|n0Nfdq<T`kd<uqT><_KGBOf(VJ7xp0sxcdy3-6Wgln$*QnS^~&der}z
zg9z5XkY4idxQ?&`o&yB7K&JDSV<?#EeDH(bZLif(7&?Va>|58*HD-qwOQNW59@T$X
zZjT*Lcyu#~s21xM#>jW4p4j7rpPR5?v^P+=jsRSxJQZn_Yc`oFk8dvfXsS?4N}v15
zc?A^udN6TCS94h&?Fjp?_<Hi4{-$`ZZ#bZsDO`Qs^>@emwolvpmBvPsnepqAAN@Xj
zJX#D8(7#W1KjhZ19k}ct!g9y14VTx(-2JJy+u|<Yu|%5dX>}$hj<5Oa{KCQ<2*Lri
zy5gHR%Os`CkavFr_>&}tx?uKCKu8!A5|XU+{5Kfo0Pu3*#m-F@1_jFxAjIZ+`tF}U
zp(}d8%{^Rv2&SS4vf;%BsV0#B>y=*J+?);y^gAr-TpNNrTU$gdw*<6hW$f%pa>LO}
znVCyhxRZOu{9jP<@prPYE#qp*-Q=Wgmqb}V&ia5>v=pI~7`4bV+of&8-(T(Xu((ap
zv4}WS$&S@mYz|hXfIUT(+6Z0jzeVls7Kw~s9|%stnHWa-y-D0NX`fU*^EYDk1lVW{
zTR-1q#oZX=cVBnk$Nl=UD9z@<=vSK4o5>$j%CBviv7iN*)o$DKzS7q20}#FkG4+DY
zl)UgI3MBldzWup<>8D(f0}1MRLtRPS=HQe8slR81$=^PZl9GPYWe=^3>^3OFiVmQ{
zJUTim@%U%gtU(M#1AO7n8c&j`Fh38QL5p$GWE9e|AT_bi0DkDwIfJ{0b(55?XXk9u
z$s~WJt@Kn?_0;?zC<_+8_Z*jh5T57J&ZF}8b(FMIRTJye#$rM<ho;Y;hf1B`U*ThG
ztn>tpHuzc0VL4V(`t!=^Z{K%4eecJ4HGdr*84mc9g|c=Mzt<O)gGAdP6gX6!*J5M-
zqS+!e-d$*UgwuUAI8B%Dy9LRpXy&_$vwrZ+@_!fllrd*>zgo)~1)M(8R&tQ28VD0y
z1cOVD;{u&!_+L=*p1o`sv#NfrqazP~!C=)%&C5Glp8vNX`I{t!QP2nqdJcZsp?RyT
zd+ixf{1=Uv9kUSL1yCGEvacK}BvKNceC^N!dvtgL5a-IF^*J>)HF_g$TON)ELMBbh
zpv_%g+0osU2Q3$vrVg#s>U|5G*W*3To~tU6w!E}tnB8EvU&NH6`{Q-|gf~kjYrj>Q
z{awKC8;_#`XnnF>zK+-hB@){WXLt1~j)tyWcqT|Q35*Imt#DP#pjn+Q4sF?ndR;3!
zDOkT6N={%RzxIl#=fTcq^{sNM?F+Lz_lp**HihLOFzpI5jsz{jLCjuiHO&u|0Yrod
z;RpN?q9Y?k3=Ee1FacZ#H*eY3uL)t-1rkWN_AqH2A97OCPu10<yVDKRa5Yg2dFipP
zmVzIIcq!?WownY`M(tvfj@a#+ST7xBN`KS<dl{s(rxz21E&ng9U;u*L<wF4p9K1HE
z9_QmiOW<Y9d9{0WAsl5%V0O+^aI^5%V;PhS?=KDvv0~)gT<Q6wBiQJqaz=BH%x>Ry
z%vtY$8jnf9e?U?_RkXVDNvxHY)1mcmdmm~Z;cGRzq>~f9LTf>t8wB{GM`6iWYNdg<
zZ-jYpFeYa4Pm5bZ3d}c~HChyJ+b-h=@5ijCr1qj}+rE#Vp{qI6gil)kMGRd$K!`%=
z2!v}9a9+QcD)-{~a}*>@E?<cNLIXE6A4)@Y6~~~j-e{7@g1p<u?CcP3d2N4xAAWxd
z5WkAW=Hz`KH#ayK8v=(|g1N7=+SwcHo)TJ(W{}#0U5L`7*x6O65+Gn4`1+DV=z00L
zK<@DL__*tn3<EA`4-rpVW8>A&OLvHfmZbWRjrUX^#S)N`t~uM?#Kip6)Rgvn4-fxG
zZ~Ji>Uo%}SjwRY__YW~O(*b<@^8q9|tBVdkvi_WG(Vx(sFs?4+eZ03iwDN`U9yH87
zu>qjAO-LIuYqKfA**<eG1(wZ%%Qf4`_Nki0IXZhmj<QGf@161z!-7p_%2QOzolRia
zI1hgzBolW}zE%I^LBu^TzLMixuWaCn347CMX=%Y$Zg$@^3?L$ezT|qiGB7;c0gnVi
zO43-bNiY9fIEPSf7saZ!wzi<aKq^?>!x}4W^Y=EJ&*u8N2sk~fs`BlOp56da*nkO<
z_`VpJB0BJk+unzOCvfl(PXunr@7+5YRG68O$z29y_A}iayll__!<iid&ojhtLO({D
z4hCFsJw3tTXJo`gcoReF@Z}YZko<F$v!RPcrFtMi_N>_cT+L!ez2)A`U_-EK@c{21
z3cYBCcD#yTvBRH#^oo)3apVL=^RURE(0r%m4VZa{kcTNL+fDh33-c3VCE6W37*|(A
zYZ9BycjhxbI)qPf9q|{Ec0XG8UQcK3Afq}MDZrX+n0Ov&HCA`V$T#tAJH0uwrA0)3
zsB8ZjeKe#+Zbb$YqCzO`ZqO`bo*~9uK0ZF@nYzMiJ|Kex_o6sZ`3$r>ffpLwRD>Ok
z02WADSbSwny#}5pwY8UQi}>A$&KH&t&CyVe!Jn@<DN-UU62`fHd+&VUgW*!ab`>&U
zL8-#EFbmT^cnD>F)DROxl7n}19bs3S*!2)|WCcIuBLg-@QFauO+DG}Nl|tfBF}%RA
zpn2Hp&Akvl#Ya+45SfNvm!`o@d*H8!38*i}J5rXL)=1oy*<wsgt4h1>K)L;*`lO}+
zeMj@2{1dk1z<%Pap5wHYsRefXu`er5;sV0w)Anm8_nnVRZ(>pJKh>dUzgXxW9U1P<
z%)*_z{E!Uji~vw^y<Cf7`3xa>utpLvJpwAU7hO~rp5~i3#Nc#I6lq`+%UMxT5jbdn
zOH=W!Uf_#*tpGh$KeDiuO#jc9knBZIOWVF1K;+y~TW#?hRL%gNiJLZa;X@(r?&`|O
z{a%k^{dI(oP#m7b^mNlYVK@e4V4$L*;m>3|kN<SAIkl4=RfZo0)IdUW`+#oF`V!($
zDm;9OKCp-AxyjaGGeELnu5(5P{RH!5MdXCQRUH|QkM9tVAQQ@)^G=T@_A$lT;6J{e
zr1CN8g!xV#JwEY$Gz<0}G*N>le^=MDJcJA1>Aj)ey%7wAj{40y{O(&8_XU~xM}FMr
zo$>3?n`hGb_cMETQAwW~m6x3ziM)p0Po|{E`|f3+po`f`CG{GCN)t4ZCudW7^wDq^
zBbDZ713U;YeE1+bAIk+s<UhLZjz`-)WVh_v7QXryG0LGAnJk?H@eC8YZgvRV3rZha
zDeJ5W>+-r^8|>wOH5G%XFvlj`HGSHa9pMVW>$xNE<|S#vuHw1Fe+ik+&ON$+0A8;J
z!<vNnNa@1#Q5>6J{69Qfx;%8ZB;4z;x82==SKuB<B0^=*t4Cd=CjTsRH&3L+On<LX
z{+Fl2yVb+PfAhD!o()YARk+fOTB%LeJ>;8#4?Z0Va<m!u-Q!V>6uZ!XIdF7?_(Y%_
z1V3_^gyau5w>rk;nOE<Py`T3S+$bMs{y9Y!CK1DVO{dPhzRR*scOq(1HBJNc0~Z&U
z`O##-z+Z@%NfwTl1|qKOrp^^L_oLs%OY{)t(KxLcPt^O3a^{;&-HIj?DVF53yPtIp
zZ8;!src6FHl&u|v9<Bz9=$D38q6-0{n;D<EO-UX6qc3J`h1@o`52dK(7~ZOUrS<4m
zU*cFi%hYB}f1}S^GRpt$xlD+Q#H@qDpX|z<Xdl9tQ?^4az&G7#IFxH{sFuOf!30PQ
zEV^K5$sD1ByeR;Z)EZn$84qt0yZqsWWwv<YWU4H+gvV>JNng-T3tFNNr__srU`%kH
z!3r^SsC`t*3`Ttt01b}zp%RLFYTY-@_#)M>Px(7jSV>~`s!9ATOWyW8l2U(gz3bQ0
zNHq&Y0RtZTr~!nqjROm0dNGS@Ao!E;@oWD+Q;Knh8PMXlGCf@(cuKT;e!Od;Ry{Ku
zAj8T4tl@|K!Xm%5(#c6mp}XJk-p$_ZWYgWfdrgGu;7=i~_pX<as7&$D&*>J(8+9?a
z$3UZF)qBlIH03mD>E#{~PiE!wx?mXcoV0&uW`p-um_!>S4T?L`aC32eOi5u@CwVtB
zqpg4mv19|YvuwdkZ-BqLz+a)Ni5u3D;7%VkSy3?sN>BwxA|zHuy`BI}zW^;VD*tzZ
zN`#O9Kw7~B+<Fs(x-duRX&3hv-ObTxo{MU0Q-Dp&`9-Wsg0Od!&S(P|x?FBXzW8zb
z<72mC^jY2A`(kHZ*N^HW9*o_m!bH?$lUB{COcWPnZ`4X9pMSSz(P2y%ci;<(nA%o2
zBYD?M_Vllj33~eL@B87k7@!adkx8xv%L<^rt^xrgaj8Dpi?r7ViSL2S8JeEpiKKRD
zp#}#<6(X<7{jS4`6Fx&`jS^(rW8J!SCnpPvH$6Z9#O|RPtRJGJt`$dFSZUJpQo^*+
z)z=3*Ln9@-n>aYM5EBgdgfnG1048+#v{2LMK2eF1pK=(4YCm0sVy%P+#$5juY9NqQ
zuX4kMi~v$_4gb5K^*a6i(5iO%P8B(S<jZ#+%rCc#Xe0HF{po@vX+*Kc)!P~DP<V@3
zS4d9X(vuSEY$HAH;MLipMOJHjDg^nUF?e%U9hgX>qcmO|rJJmTYgp4!Q~MNx_UBBn
zmq=6623%X=+bsh@q(a%X03<FGHgW?+AOwD(?oP}xoeI?{5WmwtzRaaNW@~ph52mNB
zEsJIy@63d_C3MzN1Ixk_F8{qf8+aa!OUkcbFP>yaL6AfwEapGZRvN1M`0G{z4*w+Y
zh9d7*;?VYoc$Ad=Kx}CRPLR;X6nxLnMuC1}mNyz<IDobCL_X^T$>~Zz3F>uFRB`R@
zb|_BsF-wWv$)aAE!1XI)eMUgFn()aO#r7+XlI^cAe@wmHo0FP^8-tcpJnp==)1z#N
zo)gb1P&#^IDWKvQYTd7W!#S7m?%l3f747w*V<XNf)N0tmLWlxb&qS_$s3HsVha58=
zt0~5x=iu1_e+@-)^`sU}<WqgU2CSt+I;hn-gLvQMb$x?CbE6KRcSe2uNOk(&R3M>h
zDGqEWz*A<F!|EiX*<2GYEWz6uP`E%?3u*%fan@A}t?m+K_ObhE>gAHL!7%tlfY9LI
zmL9m+LR!V(@bK~p##YnW&LR|0!#8G}`jrbrTTVCu@)@q)Y=8P@-rgTXiCPG(u|jF-
zUcucApF^GDJvsRB2{l}UTeZ=oux6?JC+XkrW~~FY8naowCObmTSm%?N+T5VAp>4j$
zH$m`CO+(Wb;C!|I4sylKDxn#b1Ox`Y{><+a-~rwB;|E?L?kgY)%+JqfTIA~86bM=7
zR|2>|V92a83BKRr9BM$KGKuQt(TC!uu(7efGh@Ki`FnKq>|(;Mb}CwFLEa8Uh3e`{
zLD9mpwP$ziea2_1CXAyxyBmZ&iM>=09=r$FV}<h>h>bxAV-2spaWn=y_HX31_*wOH
zR8Zcx33@2gXDoznl#6G3fes*5SY1Y1+2+_>s8K4lnUaWMyvN97f}E0z7l~^px1Uz&
z0d-E~&9_Bnx?PEKJ2l%pK+#Bi>dXq=KFA6=peq|NYsf`ON=`=fX<*Ps%fq8w;q=6+
zMoS6wL0;+PniwhYXEN$dqWgKShb?e&bQGw#WKpRuE<?XhcYOs$%S^*|ki7jNZ-iF_
zu~kl#%?ek@R{}+MO5eVinTId(TI(N-8>iFJ(D)`>)dkJ$P(bHVsN4<CB%@O4c8iOP
zU{|1BF3S*%Y;%())Z>nDRR~K@3hugWdrnY{`=9nk^gCnWp~n0x5Ar@|qCG!BL1jyN
zykfLpR2u+&d@C&pQw^yM)0)fqU0K67*M1P{OP#N``B~Sgif)P~Jlat6$n||{RUZaw
zJcKX<=q!+Mvfx#13%KoG$Kstd=fICV0?0On?CYqcBz~hi%LZVo0KPJGOiVHr2C>lI
zhDv0aaLVg-OrnbH;pH_$s47&tKkn5wCsR!yC&5?i+-tiFu4xTe3W5&<4gXUD0QtbE
z5!@M@b!J)GmaSnBCj{jdWPQstckhDG4E`uuTG74c4Wytww76O#<XP!^{)@b%%3<*A
zjMwDqPw_8LyI;dGM^h4amDmIPD21M#J2!{g^)aW*e{;M=6U(F0d5t%P{;?<9MfA+-
zrT>r#C_a9LF-e|x@d}K8oB?FBJL*7gr(xR(;A4L*6d<9LIBl!LVh53fGNzy8fMvxz
zqzN4T`J<?$#MPsY7d;1=?~wSJNh@130IdmR`IuOmv=g~hsWNA(TIoHEt~usz?6s_(
zeB!wA+tBWi7&=-I${`V;#rjjWyxt(o#ns$-&VebpRXZJ}^zceZboF*xr^{9a(|*Up
zcVeP@KgDS;&+!*1{!s^y&kXs$XcO+8Hu&MAN`Mz$`{jN3uAuMyv;577>(|>o53Mqr
zT~g(JdUJ<{ne*2c`X;RygoV=q{L<zEMr%35Q3By)tl3)_-keOA8@U7^sexd~5Lm)M
z2-{P=xMWgPh@u5UdOb*9$i%x{6SMyG=~Hn>sqgLWfn}G#=~6&VYgy(eqLJ#*WrxGi
z7^eYt0<a3sdvo`itiBxz3`%$rejp1J5Rbf+0KXTYJC1ETDXi>lZxb8tJl(1B1?P7=
zM}^W&5;=w+*?xCOqK*oz3C}7uFl7@{x;q&8T%M19U(Hca)j4OlRoS<^kP`p$r!@tQ
z$=fvR!<4TEQg3cM&v;>g4erUK2_VYCj@=OGG!@m=<q*+y*R%r`ETH}AgVrrk*jotH
z)5l3Q{~yH5%3%4#DJIo!la-$zgxDgOu1CL5pu46QPZIdH_Ft5&9eguTl5(}C+}sLR
zZXg?~!9m4h{dPObpUZaevBV<(V&me{@$n_V_OBEpf^f&n1@Ka@^s~|COKwWfBm8pX
zUTW(d&DLUdnS-HOy3@2xtiZ#5e<M?i)y3V*P{J1x`^UxJ(>YvrtCj7ZXW9n%O~jjI
zGEA!K)19f+vj8`|@Bgq3P#F<1F``}swj2<pVi;fAUf>3_i2y1EVoJzDhHh3$N@~CB
z{uY}L1k*yWRL~&%Z(Kmc_4Tt%l#{iKjcsgR#TX@9y*K7qump?F=q_66yYJYt*Nc)<
ztP)0+s$BN<Abon%5zz*UWev>PgcfI&vw@^8-FD|WI0=AvIgIXJ$%m7(mpqF3F}ofo
z^(KWzLPbJt@!o&=BCEAL6|(w+L`$B&YA%m1N{8D6G0Q5mx39f)Zl*f_`9`R78>h3s
ztfDIY>28fLGVHsT$95UO>s=0M^T5yq_oz>0WrIUsjQD{IF*r5V6Mp}xiM6#cOytn6
zT1+XbMAPws&eGA58<AqxOie+KBs3qQG0GfsKOeo6l*FUMmymtG3WpQocf=pEAxo3U
z#3=UOE*7YyFhBxV?ePYwbMKG2xlgmj>7ZJ2cCKdRAU&D7>{CX8kY@2h<*Z@tsT;-u
zHIN|qQQ8pEnMsQJDolG2KkWC2c%Fz)i;5b_b`rrASy&!llzx6YsoFUuWd6z94v!h#
zcN)?5QgNqM<D}tfMrv(T&NH?cOe#ewG3uhA3j%o*MBD@e^BEXha-buH9K=@p)0@yA
z0FlsXXG#jbQm~plR!t#%sgusw0`ehv2H(MYO3d*E40vQ@WIy`*N$A99;Q>udJd)Po
z!yBa=pPpv<IR#XLO7-nyb}**`qSO*J$>2ChUi0<ia(BEvYzct8$Fq?DT$a<*({r!P
z*ZE4Y@rP04B5i)j=>ZUd{%RSsLh>jqJK%O>$mXtfJv0&;Z<@}bCm<GSuk7$EQVU(u
zBnUubm}I%oEC|g}EIv`R+rCfJWi0jFH>mc?2(DMfphUoCo9;#Z96FUaYF!(to!^s+
zt6URkUtu#m0-?Ebv34)uK*z_&TVtiZkZupcD)CKbL4p)H2EdZROa`p@<zT}Ho16y^
zA9h)nhVTFJ1?UWv&Y;K;cYNVf(8tNjDn~R*Uh|`q#c$5K1}&|l<^?>&rY0fa-_D)X
zVqjoEYppF41K+o=CTqGA+7z4t+)tlB2R6E&9Duknf}ftA-v7@Zr)C`u>PVNVfJ?8n
z9L0xVxkVB0(;Nw$C`i_YXMHmMrowSkS?KQ?jSYV!AVT}KxPD(%*=1k0hoOv!1QRJR
zV`1hQ_|fO<&r|<nepX8r4<06g%;yc_HPeIgQA#bIEe{)XO^j&WhA0^gUF*}}^ha}>
zkI2@bw3+}~1rR&o{rh2E2AMfIAAbInMkw>LvN+)H4K&6xtuQ2~YjRRXMTKN~dK#Fu
z;7Oob?^MW`Xv;3-W3N#Lw=&_IZJ?9`bE_2?@Z$9n5SaisV`f7{KAy`RnwH$+;s^wS
zJTU+(lCN6z%1X{hVjSCD2zwa9rOEP!o@`)o!_xq-d1NEz6-`J$AVx?FZg1ITWl>-N
zd+Mld<9Mn3C>AWO|81H5n_G<d=#Pr;*^i6LlD1gMHxd2~V@112`MaXg(EQ$j7rB(s
z&Dzk<lT`$DwjF^df8V@jxFSyK3lqU=cuPi+_j{M=t!qFe*sewc9XBKjhn)yY9gOu+
z$;lzw#d!q<A@Ic@X`>KP3`%&#d~naDg5=p8MJZj~xzGLKfJkgRLCJtH4lus|4|3IK
zC&dH>D0GC74UKpA?h`t#aL)%d5K{?R1FF?lsf?v*84!0)%gz0!!v706cfn~HAbK;!
z+LcJZH#IuSyCPx>4=9s@pWfG0-U`WHvfz2Gtu6E=#L{G{ceY5111(5jU;l~if}eb2
z)c2b~Vy%elAX;&gN2w37bSOIE`@}B&FJ9MT#<(nAiIwud>JZu-<B$(fmcP1c49h=i
z@KAnccaP)t)J~<}H~()k{ya^@Nm44GJ~XZt<xF~pwpty=;7@)4w>W5^LcsQ9%c(vf
z20$ISRUoPY&<~K!eh}pdMFr=h0O0sSnCvY>>6|ENrQtq8su!5RO+<YsZ@`~|cMOu-
zjX<xMS>bmV8;C<t=}d0)T!SneSm^~tZOtpw;nUDB1ExyoQUzW?w{E$;B!bXwWb|c7
z_ZZwAJ;BHotVKgbMRFMbY>hvDR2y{Hneg>TJ}Rnr@aDp>BfhVem!17eK|#dZyIKCk
zaJ4V>t7aovue*C-)7dFU=gn{KE812!rI!-k_>Rl8k?EVFU9dHN7;+Fg<hB?xqqd&d
z3R-scRWCV=DviYu9c0IrbApTWLn99Yj}+A`U@H*OeMhO)+_BZV^#PKSEO<b54}y8{
zBtYI2nCgM80!<+Ry>_)8(qGH=b!mNuOt_HE9h}@?uYMS~!1EYfjGE0G>L4e}#MJaH
zGzpnKv$L}i03Q2MOi4ND(H_9(&s2KUST`XL2M-*gdKXfea~-R)$$^t>4D5OBPS9Ee
zDn_F(eDMMb>cHS2we(1~CM$!W;Iy&rI&$i=UwxW&zvtdOkvAGMdF;T~qe;SbAhF7o
zxPBI`A=Hg3$1wOyccIDgwt}<fB4KImz!v*qR7My%ihix2faL^UGB1>5=zn2tOD`le
z^LiDGhF*Z$7f^Iala+m{XRmK^XBjeepLqOb2QPasnX!F;Q2fKF`&qCRsx~0$cq|Gz
z5Pkmpw~_*ON(Yh4AG(<;aO_8#Izy>9iyfg4s-XnBz3hqz3WC+uGa|!VaIWEv7Z_L4
zqk8-p+@&bw<#S8-z~|8Sny<Cj)*-j{W5+T+suazCd!MRm4^livTI@gk^?7IamQ`w!
zg3hF+oq3pW*Sn`LLip|C_b_Jl3KMn0$viYTnGnA4YiP(9B3Rz=4&nmT1mlESjZFrl
z-nTis%^)=*t4ei{JSRjhqcyp-<k~mj8e!J5sFk6DrUHKJi~H~g^HI#tE-voh9VL1F
z5q2I?5D7k-xtRe%XW&XFLi$JgcQ93rTl*my8X&J{YH_&E?dy~3o$Ox2!iZ0&n4(OM
zQrz?cB<}}5j330~A9rj9g73uJ@sEq|foA*lRXq_OSXDsECAeZ5irQ=W??NsmxZ)$m
zLn(53jMJ$8qIjrssr=#|9u1#gzDZ6_js(b5E32}S7!nSosY4TP^n)V=j622l^^2DA
zU6xTcozo4q^Z~isA=f#ErQwQO-`F7N;6znf90epG-SFp^FJGQLGThtU{nrq5zwFDp
zt!m8(h4gB4f7aR3$IaV5&z>Q4h=1sBvkab}-stsqDpzEfFRI_sg9l9U;R;IiD-{)n
z4WlzP2{4lafd?!n<H3hlVRE?!B0PfC3)5bO<rbGrZi5*c{O)@Sn*KX!_Im1;dRPL^
z&d!A3Q_tP!y7BuVOlDuk-SRnTe&EgpGZoE2uGazo_m@_B9_z3aUx!{@e1(aY)(`IP
zfv+DSe+8&v`JX?Ny0f#AShs*VzF9H{1?99l1$N8M-0dr`kPeZ^9vQjAie{{OGu$9y
zufT6hLFOCzvokHyS)qu>75JpP%f$dngET|X_<-@T*gp%Q0!X!m|A#a@;2J1cBw2da
zQac?9fer+{_pyqqp1>uMsb=Zx>kGwjfYXJo^4lR~mrB~&?pK6Wx8P7$_j~Tx!w}PL
zzQxGTPZrSjKsx>%G<`(a9~iCVZKT4$s6EJutgo-nNLTmU>T!HroR3)RH>TYMF869i
z%lm>37faqIF3Xlkv?Ybx+;!1Ky}+|SjbhVP#8Thdo38m#ee&8QR93qo*zWY!C_!UO
zwRqHiZ?5I;0|$X=2({n?f;udek&pHJ_xyH9J9SOQj$|p1l}$%0n6-&VAKXxJ6#>U0
z#^mN<Geda$V%(Q(_}13f@7nJGQWuYW0I%jIVGjKtEP(1k(GvQ%6s^z+_x`|CfK_!K
zsoB|F84mDzO^W2f8An<94ge@Z))H42ZIlbYHwGH&joX`V$}xa#*WkYIYH3y7$VC@J
z`mc<;bMK9-@VUGfE>clNo?WbTel2_Wf{urGD%ld?arcuQVsYc6a=_4gGM)#3l_^Xd
zVXplbQZ}#W!%^d}*()i<Fe+-y)dj#^lxY}K*B#Z)7_qjy%fQb5%X}P6fk+_q1kwJ(
zt-)Y~Q~SQ#&HZHBxiK97@lIS+l&HIVJ>%U(7#!d;K^Oa-LO=xcJz$I`3C3~qi{3|B
zlo?8lzr0Frn@{e!o9(I$U3ABjo}anvI@h#^FLP$@)TUMI>ArnM`{6oabRYrh_2W&-
zvWdF_^rf{AqPvhpNeF&e0sA5@9v<!RwlKoR#zu(4iiZOWvaiQ0E9>&ey^td0nS}82
zrX#`p5nPNED%q2hl7QNQ|55?;Im^`M6FT4<c(1%+4kT&D!1l?k*xhF^BC6GL->z&p
znQ_<FXM(*h;1deJC*M3G23c|DnyL>|sR5|T2hA?CT3Bq<A<57_&le&nZu~k4;Kjdp
z3!b_6rx;{J&&eG>ru+Epne+`QVb6q;1<~JpF5_c;Bt8T`K8Ec&JjA@=Tin!XCiS_$
zeZ?OP?VuBAZ54&n^Tc88SH-LS^c{Go5$asli-@Sy)Lu~Dc*d0;VzeN$E`^}9oLu-C
zxe;u}po7fh`hyy;QJkMIRbhvfD%S}^4<oYefKF2X`-7{)^eb8Sc-kIzI}M=7`B2#$
ztqmx2!cBvB|2~UZaRs;!H234Oj=q(a4(=BpB@}@n(1!}i1snPc-Z4eBr)Cx`_dj3#
z!)okr7QITJ5i6Pawhr?sGVm@$P|#AXdu-T*wf(4Hp=csX@sVE8m=dw!zx#L6Ta_k+
zl(!UD94<FVi-1I@61bxj^b;T72ao{LWyoR24q9v=U6487Gvh>E1+d9!3yB)fykqWL
zu&b$|k^EU%15VWoS4kX5@QO}IU<`IF7%(YOFVr4J{8%BSt6A3S(qEJHKMTqKwq3R`
zCTFUtfD8or{_4DayB)_yM(EYm-YGqzV`GZ|bL{l;o3jwX4p<Lz7>BwZseII=79pdM
zo^oyyTPjqENZ=})<^Q2pAI=t#jrZ;Z_cii~x|`L=NuNB_v!{X92#D{c0I-0u6Q9T5
zJwqldOlaMp8CwCw2*m2$gykuW^rANKz)z1%A*T<ia9TMz&})PHsRGea%dr={BJ>W=
z_RwwxJpY|$57-PXEv-xC1Y~nd0gwXGE16$g(i0Sx(3?7@VIqJz7gh^@FHXTbB2C*=
zj|!A_(DEx3Rs-}7tq~MHq2^rp4}dz*h9BA|RF)n((@7fC-rj@LI`5>q66_n*7-2gb
zcqwwHSLZzDzM20PNSgUf^~i$(8v%R)U^}DHA}u6$vQqtm^F-E9BNn`g?gMBE8s>hm
zEV(GV8xcPTlqk6BGD}Kc9mO0Vr0CPrA6<zqQPFIp?1{3O9c^`Wbr7<KmqQ4dG62-n
zH!W(<^+lx=+1WnlSo~oLQO&=HhZQt5o^Fsrfz#ByXKC5=&?1xs#7i)J1SzX<!(|4K
z2l;6|Y>|=(rx%7vA>%uc617<2=#U~qR{MVJs_v%R+8Bc_#-6c0`P~EEA|=hO9puyL
zxP>@olzQxk=okR+*o(x+QNz}J<f{lU3H3W~!FMJmg_BfdW3659v<<OX@1cV!0sOPM
z;Pgz|25JgmTnO`NKrC_^Y$3rD1p?DG6=JSh9KD$yJ%XJae%NQIDBz_=@<A2GYiOwT
zzeFL#BuywFP~1rqY?tobx$_<7aTnmMHH6DZNkLxT%NSJ|uv3%HQREsm23i)>7|0QQ
ziHeVpZ(wX3p>}Qo#6?`(<#g+d=yywh?WJhCJCD(ZZr;-7tg!n)o%G@0@UDSRo5(EX
zWlP<j%RrzdBLJlk2B-%$3{todwHVMyJ>-fKgW#ftuLf+8yP?NIHcK!G!q`6`H>-~i
z9nT`TC_xI0&hP%oFes`7cka+9J-z)2GW`Hil92FcJls5X1KT69a_q^82}wD*KVL@5
zK!*iK8QDpHZJC9Sh>j#$?Lk7V3tbUt_~Z{?ct59(gv=a~=g)mjg0Nw{&#0^%Hf~uA
z0#X8bz7qeVAfdCZazDQhdN9h(mW8)d3bHes8VHy;tN$%1^?m9S{Ubi0CUCohmoZp2
zi2#l!%pkB-=>#uQ;A80nfeW-K9$%(nZw2_m+y|cz9xWCqfi-PAh=JQ4Le1;=K!S$P
zx8)mLazA={h+-|K)^>Ivdh+@2gtWH#Pq3?k1e^hWMP44BD5Rn+uiNl>*hw`V{A8MP
z+bkSXk2PR4qOH}k@8x!Ib_N#&&J9vnFDWWUnG|(ZRB+*-1BQW;*+WT2CJn;d*x1<2
zp4&xBQQ#If^y`;Rq&p{E>o365F+1ZyyXQ%_*i0E(7cJ$6U45EL*!?NO6xnl(PR3xl
zL_0lu<Z-2>^gzf60$vIV3L=_s<iN4Bv+I{L;i99!-A~af2c%Ru$#6(Qs`kVEZ({X<
z2zqZ$1XiS7-Q9#2rvQw=O~eVSi(=0%`Vgq<2Aqi|%CYsUDXP;q>+0*VaBz+${&X5}
zBKAJEtEtYxW#}C2j~V~o00zYV2R4uQ$l?t_?D$!MrvoVHN?+>c$?N2L72wkNGKOKc
z#QHbG`9fCJo4mvn6g#%^(3mJd&LV_^`%vLk@TIS@dCugGB^5J1zO8rumnve~g8>R)
z2eFFmlTzFdaM6L90?r^%S%5=vPsk$yJa@ogRZ>!tikaC$9pe|64a2<!C1YrIRvwBV
zM6Q7=%Acs>$(J@~C%edq28{UN1J8R{$O-}~AbcMKMKJM!i8uH|KdU(T4ZBwplg}oz
z(N$GE@WUI5t|0drag73C{J#%P!@~Ox!6jg;GHtH-u6{(UN81#(r<pkk7-(o5<|EAM
zXb}w9)$VqnvuD;Ry&=L%gOGC1_ENp*cv_6|PX0C1><)p%8pe|}WvTn{`XU4<XnCV!
zV>>{V4W|^To5(sAGT}_|(}DB@`T)Q*p$RjDe+mc~0jx6-1FI&FCjdyrr;JV6q!k3j
zNYaj3R6VRUQc;Ot+mU<+y)pubF$s~NzK2d`Ah;EL$&stQjusJ&+rt+rmu&o#q(`#*
zKjaIbeW$Il7SPpmFOUMH3+EFI95RmtAyN7PD{DCXjQ_sZf7c;`1C-VnaO5(%SHNV}
zW7}M3kwN$$mTN&=R-+T~b*xJkQR1&WZfR%a9j4<`7aeS6Z`;t}@WUt52e>v9dpVp0
ztXtt5fHi|am;r=rA>ldjVgdjOT({L1kfB^hQ9m92A9$0cT(G{o+X*{F7<i40=%M&!
z7Qf8|dzO3r4uMcU%F4^3|G|R}jaj=vwIXcLtkMo<7ceGaFr&}y(90+)3I|DS@E>hB
z&v3tGI+8$kFJQy11xl*k-og+O{{SS|6^!P1Hy_7M8F1c3yb{1m;pgWi^rDIj@Gj9W
zRTUe*2Ar8*1o`XjC8qmD1{+N$Cmv)+S(E5>HaUAx*x7_D_x>t{b-tOx)o+$GsbsM^
zA$rIx>twuHF(s{STIZY^k&i>8f_S1ucQHPE2xspdT*J*;LprdVg^T>-$B%P^4FWG%
zVG9b=I}W;UUSeTAMjSXpWV~{@yubMv&IG8q!Fc`;sIg!gT|0JzAtnI0m#@KBJ?(&W
z!X;za40$53ZKXiF94=6SIYdMO%j(fo<TbeMVFMg|C+?bxc^dTF18#lrw<2Sg8<mfN
zuXMCl)koW-YKIbUZU>1zYsaSwn~qaW8&EP8mOKGChqVU*_uNxB>~PPn0a2Cdx`Cmg
z!t7We7qj13@$Aox6vns*Hu|q_6eoKSs!-gN3yDpeZR+t?v#(j*sb>o=g;~HA6WH{T
z$;nSGwIJ!<5BLag_vIk~ru0jNIt$cD3cIp#3!uS(t1SRGV`mf9)|7KUl^~%K_-pX}
z0CD(`5UMEn^*@T0t~g~b{RMnCh${gtD%3jnnfj;b40l>8D=K~s4~v77@aO)>7Tr(K
z>;A5AffowCbb#>i4ZTjv`QzTKIZ5?#N%|!w-SOXCDg`A!m@6oNGsKKSXJvIY;_OVU
zqWRz_%Iv@Z5;a}B5X>Yd6K!c_l?#+{Tyh@SQzB=uYf&!L4x4iT_fOV=6E6z2&rHe8
zqSUJz8HpCvN2Rm;wIdvI<sZ`Wbc~)WUk0}G5P=~hwCM!+_$|<;8_U*}^40`(1B6vQ
zDR^fhh>$_G&fy`nY%tzMd?3NYv&oMaFvawF28jgVLPSJF6k2BssQ)brfk5e;1M(JJ
z92}dqUk|Wv-V`5lazNP1@Br_yX){l71210|HVn`{5gJ|+g2)b-p_Lu4;3vU$EDzd?
zBlivKo-scHo7C*))8XQS0O9kN%^G0z%M%K5K<<#FjZMktC^a}w@H3%{W8m(GROrs1
z!v!Mrbf+>pRDUv_3bdnt!rwYCE{!#h1@{{IG@)%SwYAIRbWds?8$(Md`A}_Psd$wq
zilGQXFQBYKO9LegQREZcURYQ_96|wU2A2SNv{G=$0J{$pD=S!*b8EBQ@ILW<4E`<P
z2L?dK0Pj2iDj>TMV=-Ra+|-9*nTx|Tq(k(@i_U~ff5dtYF*-H6SK5NZz-v=W-=Fei
z(X^M70Fh#?spG(>08|Go+X&z6xqy|5lCrX#<m1;_19$`kt==;ix4}4$_HwHkQ>)sc
zozT9#ttUB`bq7oCfdv2M%TZIVp^Jj}v4qF{4A9fVRs@O*!TtNaGmY-zn{HlrF9QZl
zmcG450iFryuL1)}>*Ld#G5f5l?ZFTMERn>_@ixH!{uB78Bdkrc)hR^?Gf>N<!{+AY
zC4`9f%7^*m7Awo~Ix9dMOoFmR{y1$4KwKo${(Hp?>?Ywu6TaL>o)#c4#Yyp(H4?BS
z2magQ45re60_5(rRu?hs2i(T{IH%=tT=TL`AvviSH7}F2Q-6UgVeN8R#-c~#TjR;p
z;~jpUe5Id|FP8Aw_!d|?;ukjlGW>fROau|E7c`8@h3eczxUOZW445~704PQuT?z)S
z1B;cg9frfHFnI_aq#hTUxXheQh;c+L%^q|L_=JRy^_Qwx+d~<6-xYgqn?p5a(oXh(
z*A;*xhV79<fA}8ZD2Y4fFR!jbYA(IOho6Lc3R=zhK~vSt^;Ze*q&5>ZPx(wk{kd8B
zjwI^RP6^2mN$hq7PfBdTM35xS$iSdPuLB#{Brvn#_fj{72DPm_fPkX|q+DIF?uBob
zFc?GLe-0+(yQHML2;SWtjC<?W;ICgug0gsh+|W9#F%&Dd%x#9RNz+DgbX$7?o!cIA
zNaZI{i%a+NsjA`nk4jJPM{-|^7vVID+uN6$komyn4N$qln>Rq^nETT5h>;N%ly;iR
zYhk<|6z<M!fQ~L5nxoDYe|OT$esA%{<)rrM5qe$qMG(^pv24=V6yOROH8rFGZ7n;~
z^$5=S+arEn*o2D=i9P|cEesxs6=2JT2!EyEU4;c<=IFmC_mIR+=v((UekL<Rjx|22
z2p8CW<3X28UcRcSrgj&Ofi~fB?o%P+CG@>8YY$(<2u+(9F~Nq=9-?742r$ZOY@9A2
zexg=04eejr(Z858NU<fLxD&p!=u0YpTBKsy+9mUyN12IQjez|iej;Od=;Bb=uEVEe
z%6YfZ>j4ihOpd@OHQt%3O%ZT~F*8a&_S?R!FFeq?x}=M<6GBQ#c}TSb;s%?2M8F&r
zcDSISZ2cvgO=kY`Mf0Uw=NGJG9Di)~5W~B5&mZeYt|BHr2(&+7aFu%_oy@L&JvSMq
zR|8laXm=VK8$*{&m9+I5Few=LGO;Pz+NYuc5}=9%AjMmE_fW96xzlu+?Yol|mbAei
zw7W64!orJm&Lf%buq-zL(FtPdy+*&;GxdVm4dkx10JV`-!#4h!m3d)fV=C<3*kOEZ
zwr*|0OX)ILSR2SfTxO)PuQ1TjO)M<3p-og8H3o7m_6O15CraQ^Z)B7^x-|tWTSS{m
z;kNc*V1$GC@9&Svq8Ug$^eXUP5BXWaY6$w(0e({yu(AiOJCl0nwS)wBPCx@jb=+}V
zEOJ&8n-?nnT3vrLj@w|kv2gj3h|_>oil$y&X0-q6TP#|)7)@11&9C66whQgcs#8SY
z=4}Fv3d2yXQCEv1LO^=N%d1ksUBkikR8iJBTjSk$;Sx1E?1tbf)u)d-hdc}zx__Bp
zOv--C^Pjp#;jt$I3uQzECUKtzs1ZOGEh>`Z!q?1E?1E_>5L~=U$Dd+l4Awve+^Ji<
zWwAYdbhY1WTe$oAWt(@8pa(Z?ENx@zPWsh*rg)-*oU<Lm)Uhd2vkoZR&_{|mIv!UL
z=w4Pl!$XB5Dj0XLF<b!uwZ51iUSVQ3fQLf{75?4359_GP$o~To#fgEOX(p%!=N!IU
zZ7}GL4l+*njI;JWo6IcK|FV})T@9@s;@6bsw(+od5voXJmjU#{!Bug9#e)kebhnvW
zD4IJ`;7rbXvV^>^M*T@2N|%@?oKHeG-7pHxgh)-6-v`QCjXQAb)a?oZbdlF!83rqa
zl9G=Aq(OT)4y`RNF7A+MrFZUgJX8QA#>$Ov!>G2jyj<#aar!W#8HcV0*3Gx>^NRtc
z_Vc!(zuuRr$elf(1m$FRHnNax9RP^oHXEyREMVMBkoNcj*m-Fu#bROg%t76_3@ril
ztH{;UTZRoDzzhrlu-FAKCdf#BWOz8^72~VsV=Vv0ER8yn)*0R(<`EaX&|^;h{lHcN
z!6z~k5iC&kfia3$4#CVmR%_1yB9zBf<7+wJVXp_mN91CG<{IdQYYLsUM6VvjB7|Px
zJ$zLz_-y+3`MlGM6`)CP0Cp=*OhUr2F^_b}fc_L~5dav~e0f}qD8Y>_POn~hZ2Vw>
zy$@JMM<Vnx?amy?K&+lz-#UtTwkHXV8)W+inLY54X?P+im<m<EwssY!|BsT{M~#2c
z<Lcr#Iw#%G*G|VnEYwSra%AEl>%0qq1-6X^K_pTKyzdk>HDw`(7(OH%y?~vaoo?Dy
znyHC2WN!hl4pUK$5Bv){2Yo1TZjkPUkkD6_o?OL$PYhv{^`$(ZqI%{)=K-jojLc1d
z4)C|hK-f@KRmD+Q1xcJJu#1JxmU%)wmmr<r4#fpN8)AjtND!~|=vY-*ueJ<YN?=yx
zG&I~pc;ehs;6u&|ji=^*H6X-rzkGZ6>u@r@^f)~2n*Qca*4ZjsndvfF(|HaXoC&u(
zteTSGZwr530&dsuD$rcOPDgM=0{T%19LUYjU$>LBLamvOfZw6FJJSe*GhhxX5FW<M
zQo-75^ccP~m}5iX1Oghp$jc&ajg%YMbi-I3WJXsv{06T4hCi>NZbE*Gtn85+E~xNc
z%L^hNXn*qYSOVl9A_21zOvMdR#%ZqKH){Yal>ep4400DjLc%uaTE#C!0X_m;={wAs
z|3QANuoN2A@g&ac674U(3VrTfS{Gbc0IZdZ_b&@Z4r1B76JZ1It{Dk14?Xb1fZHce
z&LRm^a@Z_DYMUNxeSu`X2P*_n4GKNb>XRo2zXOE4F;yG=zs}A)D#Uhe`-aRzWsJ;8
z##Dw96-A~9d6JYgAyFZrq9i3v2uUhJNk~E^&6GJr8A>Hn(m+zF^!=`9zu($xee3<}
zd)M=>y|;(l!*!p-aUADyl2$}bgaY;fwMEnt+o2GA`#N?Z16e&dDj#0m?Qg#|!@B(!
zG+Qnk<`KIp^qz(Et4&Bi!Snog`?LEi0xF*UPQ#uTsJv=ic~mx|A+13}Bx#o&Aqy|8
z`1$iEIy9Ef9=vrz5Q_Bw0KXdx+pU^07kmN6rF>iBdlnGPLfP@!rAtK<>x`y`C93>O
z>3o;myfz^q&b8?goQ7#X%SVqNTm5Zm5(M#y6Y<5N2A#NFkZo{iz9D9XGRPTfv{s<5
z5iuY8&XJ-L`*$*sL*?k`csMll5zRRrV%YTaofUUBQ4{+3`=^fGJy*|TicC+z95&T`
z@f|k5pt7E-^ZLf;qn1y)Km_2(0Ll;A;WwfyTeAG^_tu5xf17b~;(AA|#Q1BRGO^o0
z(ycLjd2Uya41O$Vwe+;&L=qR?`35E?6aRF4`TY4D^1p52)uF4DTByQ4`Kz|gDZRY%
zLwcP&9{7%J9|AWk8t1i|HFZZCQupUVO;yz=06i#c)|P9@?`!*!wRt*X5pBLCpdn_!
zsaL7XL;LLXW5qpFp{1-`8c<vh=1xU*CN}m_(BUJePAy{E;_Jdbedi(Qjb0jNfwX3=
zd}K?p<kR&D@kpP=Ojc#YXRi@mhp0KUgBaa3DI_Jmn7*oPM;>3dq-v2vM*%q8o*z9p
zV$-&FIO+qlXb_6muE|6uyKKdZEY8xnZ(d>_yTqJzf_&K^_s>87KxjU^y`wVcLQ10b
zqXC+K8ZG;+wqYja^_{fW)aTg%UX<NbD=7Trm6RM*>~*Gg^-$Vet~%Hs(w=^Mwzjs%
zM#XXQ51uepke{#ff8{hU%q8~5^qs4_Kjq0{WHaK=D=OMOE^PG0#HN(;fM(S2veC#t
zXD<^!fzANCC%@gdNJ@gHY=NWWja9+tM|5Qv^3<d?w`%tfZ<&4Urpb8MOAmULqFJ_h
ze`hzgjp_fs^6(GOL|ao}5pN`x+|ZUO$ji^WQR!Z(F;r{s5Udz61k9~JV47$*v{`b9
z*n(9)3WBaUs@_?H!f?umsTT_?HRg)xALLP-BoGF)F)g|;FkQknLie1xgTrBR0H`xa
zas6RO#x`&0SKb1qK6VU8qj3`_j%H@=OW~jWrQ^qsr?X#&w_N1#95O55Q~j?={d$mL
z5$|s!cJ12p^lxj8TivU;y~oLsTZ<b)-1Rk*$&>LcR}oQa@nYE>MTD9zlEa4Ndqzy8
zSrZJX?DWl2#Tqt=@7^FU1qcEEaxjT2=6`^9fK=#@{mbMvKL@7nx?{x({Vv}^+Qq(F
zg#QwMJ3=)4^@NN0g%#A_`xad|rBt@WtB9<{V&j{}{w(`A_Z&+gSOmmD$Rg+SZVMY9
zI__T^_k}mcG;)Gt#fxszf33P+y>i8$4FO`N^|_?E$B1kA?jc%7MAqFSgTjxE-*v_h
z5j`1QTi0H4R&6^;&BikuE0b3?z6_Gh*pgVRyKI@18(x8_0W<fuBt?%k*5gr%-=F51
z{55*hx##!!Oo3VJk|!->tdN_!Y?8d~#lCs~MzJ6TeF~v9{I}uV1=s^p_)DH;Fw0L@
zjuBdhI$84J-O4)Fy!3&_kIx-pXb(dzbWH<%J2C(HeSTaa_)k~h*~77+8~1y7tpB)Y
zhj&Nfh{Bbp%F-U&hi?o<)hF*A7vnI$0~2t|XpF#%Q*WPTe)ex*MC<nrqVIiIn`u=W
zG9r=5HxRS=Ha0P<63^i<3S<gbz3AoUalZGm=ukpb?ZdxTFLc<^QEbwgV0d}Nm>icb
zc5Zz_WntY#V-9*pDr}6ocrM=f3U~6$xmBspw!T3rlLEERGRHXb$bwl6YF5lr95F|V
zExPo_P@jsyfeVf?YRJSlrU8DVub-8Y$gDd(31AeRO8VoO!-QpuU~7pJzE@?t8GH%2
z@n*BgF~s}B$Bs??rk3zVR1o?a_5Bh{_NMTTjy38XmQ9*_e5ShkuI8%5)PUHlSECXV
zf|%D|u6iWKQNP2~Y124<nbf88tK8%}$0wUl52cMn)|IgFd8G0}rzm<!=Yvnn9FQ;L
z=+!sSF{O0$zm`ZWT-H9@xKb)zl|CDN0)vPXO>eI}_GR-#j|Af@0+p<-tsVC~#xX_i
zTx8_jyt}jZ{F#am5IBMJ9y8(gD2!SamYzO&V)c{185_Kc_=fI3d}sl}D~`y^t<`(Y
z1(aoFb?|l+SL?Aj`)XQRINyiavF?hn+RDG~qAMoKZr7|2Z8~uB;R<)mkEO84jYQAH
za|7O(=hF7REAe+Ls8HbgPb)WnH~19ra^uwRCFv17hqxa)OjjXNYiurQdkXL?|JGS?
znr7HBjSj^8UB8~sZ(^-)<;_}yF+s|1e_aU*b8Grf=f8pE+t}Lntyj0BpMkW=gfQ{)
znFwgJZ}Bi&s)EaA>BDXsKj9lf1Te75IapbP2qO?l(y<tNKG0*}p+(=%^>=<(<%Ea5
zHkRB(*RVbo`4x`%60)OV#Q6Ab9vMQLO<Q)-M_DW-TFrOJ7}|g>8u{%b1~L1Q>(039
zTDR66v;(B6fPew1p|@~N#4eO4v)<&;-yk6Z1Gd6MQEGptk~Od!oIE$}1@s9l#+r%^
zindyNyHiP`eS=&MJ$zV-zF^NKv$`&dqt#N1pCYM3(!*uDF8bC=q~X1dkdxDSsV19r
zsKj4a4z1PN+*bt!KiQN1Gqj{-eNL`jZq|mJNfkNxukI99o&?0yaEGD?^0BMp2BZeQ
z;v`p8SFb0)8hp64EjB#y=1noatbgW5XDkg#;Z(W^5uU5=TkM~AXw9~bo5d0{1Kmvn
zvnHi&PJBmvH~;kTxWR|+!26WM!gMs%`Q}B#$hd{0iDZaUi33eU=*e%Lqk3o>oRH0^
zN-S9lUM;qur3Ul>)rV{%{P|p+qXtRI;uo}wcaJfjv|u!pJF8}nJo;3=Lg|NUk>T$8
z2~XO!o2IaE?wpk-aD2Ik65ebM-mDR<JVPz)>0;4|?))9Y{?wS2OGC65qf@5w<bjzu
zHf*rAmS@6;GT(V<LycQoDE!6`v;`(F>-7e@e!kDLvD&O2lg0m2L{{(EOl=7f0DbYi
z@CNb!m$QaI*w^+jQN9HMk3e_{pf3gUNtMK}3uqt&_>7yUVXRmg2|MgFe*K<7e-Di4
zN;M{Q15945zO{J}H2UrH1zck}JbOE&bLU=dnr9!}QQ*e^gRKl7(%jsPHrAZuv$mMw
z6!x6%_GAy=x1-YshA-k`dznnynnrh2_e@99Kg49kvSqWOW^ku_ISnD?G9#k}KtmTN
z?efZb4N|Ug(~0Yx&4M2%Q!^<@UDn75DGG~5Mew2pd(>-w^b98b-Xz*bD4aD1o(O(v
z+;L$1P)%1EFu6nhCm{FipK98>bmTKg!a(C~<&)925^})mo}PTM8lFiIRPe|8FQ+Y0
zaQ$pyX9wvnth_#lY)E1~Q)<AZ$&;fI`HC6CY75jvWw1AqcmL=v9wsfZ4}lyQ+-mkY
zeKlKTM&_liB`J(z6%%M6$83sb*S|K0l4D+Nq79<r8-e76)2r|MqW8|Bp)-r!E>3t+
zQY@i(r&^SxOO_y%$g{5t5OQIB9@w|yU)ZpG)v8>2fY*TdeC7T3nC5qiSoo-y&>;xp
zYS+p&C4=+F14?CMsDW_p&u!Z0`z+ZeVWZ|se^NPV!U}ZQALB(`rLP}Ya&_i%x-3Y#
z*GXIDFuWF$myTU}n<x%F*_mie8s2r=%53+i<LHK$_OK9zx0-`{X=$l+!l--Sx(LC@
z-WD|~2>$&a>!tP-@#m70cRwEGI7ez1^ZjDMhnB(J&JpHBnQaRV4NnyAwRd>0vD(03
ziu~0S9)OrSf(mNsv-9V)VlA3@#wWLaf33`Mi#{-umRkjegbsWGA_cK0hf{a))wji|
zH}ZxcKM~?v1QQ54MO6<)9p$fRZf_qK{U9b$eY$ejYT^>fK7Gx8IrCZ7_uYi8am?tW
zXB!{imM<1#H*`?0bQ}b-oXXcE2=yVo#j_C($!SV`V=OV=DCIo^t+N)*!{$}T#}@I+
z3=DKAV{t#?wH!HoSjlp<=laMs+t#gfXVVxf)_ej36(&!%e>-jF7TQnp2%U=9Cz@~D
z@+opNzXStL;viHgOwHXT^eIyZKRH=_p9T$X@DWhWn(CzT-p>oC71xFU`-+#_QYPtE
z`ZC5~?QphMWQwY4$&#T7MlXgt_@+E%!N>RS-?ygkRq6B=yazUfgGcq$BtL1OOgF>W
z<IKu&Jln&@kH%2tt&#LO^Qgn2K#Vwr5F!W;e6LpP*Dp;8H(MGV#G!izNAvU3qg+#k
z8LK^H1IH$7m8QKHE8$uuvZPd$Px#IM_6z(+Un2NHuYopK5QoxthwuJ8D9*BYi%Qg`
z+TD>`X0)801<D~jWr<{rur2kS8`OgkE#xccJ|G`}IzT^0j32+rc<<ThnaLIP&S-48
z9MA}Nk_*&k)F<Of1A62J4$rkqOmJ=b*=@~|zVbp~z^D$NSHM^G8>Q;cs>nG^xB@JH
z+VOpjed;}=W%`VN@bN{)ZBhTAk{qT(gkq@0m7I)3zo7CpwHoZ35$@2(jJlU^x%gFo
z;Uo~?D_81^BFM=LpD2uBJU056_St1PxGr6^=;1L()7t*|M?|HJ(F~fXDQap9EG$L=
zw$TLXJ?hvY>8@Mg(3xIvNxpXFySj<Op){jCag4N^dHyO}o&W85766hTC}1jC3_c21
zX1LPOuePCAll1I#Y8e1JAxy_DZz~i_o?1EHnl{bgdV4|&&m#-ppgT^+0~SvJ0SiJY
z0H3<V&aV1K@vjVPpA^+ffK+5D+&DZa0n=$=p{D8mCsrzApCwHhSON7rCvqvPf^Te}
zV@AgR7Yu*;bc}*Ru6;ywoWz%c7^v{eM)4MlKBNLgh;dQJGiex8Bghf^>hk}%jGwL;
z^iB#7ZP*z>vgK(uUoMO%<zhP0_;FNi7w!}&%5lezcqC>RZ72?wyVdo&VeBUY63czA
z?fUV-=Ext70gu<$U0Y%TEqhQ=UETR%-{p$^le>8^@OlC4hF%N30`pnnF4BVst5>ON
z^M()`z!?(DU0y9eJvL{Q8XpDq1v(&uD1#Z{%kHB@(@*<-Gj2JEihS|C=qX%kCx?_0
z&6ZjnF(bU=^2{W}M{mdZ%ujx2%!uK24vu;Ct(X-JiIkr7id5^2PDWV|v75>*l3g@p
z?_`&aAWeXu5?G_|-kU{SL|Ix>({RU(-ii>#GbdK)yY$#H7SA0zcx~JShP4g#FD<&c
znI}W#y7WQWU7C3oRRBii=#Af=A{XKIw@LZHIL#isd%4o4FA-l@na*0^&3cg+skd+5
zJPzeB&fpgd1uW@4spQTq8yf}U$`?#5A?k1tkQjw4$28h?^}vhc_vRL8Q7qFr2ZZNv
zx7OB>L-Xu<dv^?5>dn7yL7ImF7q+@1l$DRrq}u#bP&PsImUx8Y$|2gxMGKm=g`Ex{
zExi;KSNQcBXS6;}DPidFcip@kwp0Pjzh3kl@PutAe;YQgELBPNZ#PFO3I9K6_?Aku
zw!sGNOP`(9q5nEDakYxP<nfd+ucgrxdm-3ij;qT3EO0cK78o!{)>%~u%{wN%p=ubU
z+Z(HMs>qe&Un#u^eVp@IavL5kq~({JZf<x&pUS|(>T}HsYHGW3>>LO9-Ybt09VV2H
z!JoB75?^lhxoJE}T(*jDVto7&QZ)5w?w!v-Lb7Xjm31QhGY4&OJ*^_((Z}iCY3P|M
zmo8~~y0bAyHLYyN<&<GtD8ea>mOS{w;1u2ayx3RQE$$s!{Ml@$+7L9~c^fC#O*NW$
z!rTgzXvA{dCB4_Rh#qdy%f{;7k$iuDiIfCb-ui^5$l<{0-`hTIYf{PztC;IF(#zNu
zbC)EmL2-m^HkGu$M&TlDS!{9UKl8uME46k4xQN6CRyKCx#M4LXpGe?TFj>u^RM<$Y
zFG<_Oz~tS^*FFX3mh=PSK{j`0MGPM(4d=I`Im>7;STHb8G1y?)GNp4@)a+@GWqNu^
zcgt;Uqx*Hw$e0ac%iMs^+z%s%g)RLuE(4d;|MZks3?=4_7%^hq+$_g7MaD1L{jT5Z
zNH3NymXTDkCNt?{yJako1vZKvmETMVU-a=NM}-F^be;t7I7^1a#*H0YDqGUnS?n{P
zYg(w6ZM{vlqu8L~*4E(0^$p#gZMS8M*jJ@l$bINoZYH%7)%faB)}6W@^l1Tv$R}E)
z<Hze`;y>hcr1u@E9-WV8O1K+x92$vr=wZ;*A_<!H@ynQm5Sf8>UBqdoUnFvHnrn|1
zC{SQRg;Uq?c)HJ#np-(WsUL@#f@fFtK2^{_f7SN~xj$k@-iDtkpL;Q6&=YJ**f;V4
z3L#;R>qY9T3gJGNX?6ai^v<IX;0nZL_SrMjzVWir*1nmJG28LHHNJuh+S%C1wp9JR
zfSwS2Q@74qeZ%6`qkVPVMw68Z1_28Vg)N$R8Xq478H{S3mhTYqEf=NiC&~a>p5&(s
z!D|O^cip>JlZK0etkLuzw;PuiAT63Rr#<q1fdgW_R9G1>kUOPg3<o|C%qJDKQ%dX6
zs}(9y!|{p+q~VaEpJzWsM;i3tW3P)kz2z!sh9xIRO2?W8$O32cD&vOsDjGXsLb+H^
z9+&$2t+j=0r{D)qx)9jvSSb)TfB2qb#Dq9Ytc}C~*T$(U=r|Im`5mtoQc*rZA0MCm
z$k<zYV=Q4cdDw@D;bQO-S2MN+9KBkpqNu?ov3P(f8UFCoqU7zXMY$5ZQ1tyXwlNhw
zW7E)3BZ)$gSX0xXAaj;EPiZTXf8@wEy>CcUjapf{VNh`K(ee!8JU=CGR`!qbTmk8;
z8^#qfm@F!(%I!S@o-2i`Pv5z!iYiBhm(S|a9Z*-(tjwF&sr0%XpuX1eZqk-z3DqZt
z3>k7hGO`1*7BG;IkdXXQIXn%ah!zH0EMe69B<*&4?5j=Fz~X*YG;d0Hll1LUEMs$}
z5p6ABKB<KcG#Qh)6{=3a?6j(sw|OTOmLz&mWiB40r_y)QvjL0U>{T4p!~O#!%>(#C
zW{i$#?KkTs<1}MGM*TYt9+{HzE<elW_MJ8!oY*u<eM%i)*Oc->(j&jJULX&YIuQ>K
zrv31@7w-J9Xj7}+N-j|qR{-=ZrhOT!Zxk+XpF38K2@z*4rSPTI@%emK^8<&;j~{<X
zc!xtoq!cd&RRd8F9*7YUZ6V`kwO$r(Uq3H43P3xEY1=8z-i+t4&6#`@?vU&IK<f0H
z&Ffjm33ZP)w@5j+jeQj#K|nOA(;|)zm^o!AUrz^A{#L^4t1h(USIn*ROo3z0CdirX
zpU<R^zDbUx+srO=pyyNDGJSx<JvAf-Htc(4#PH6YJNm6QzY?_VbhO@qpnoRrT+v)Z
zrhgEmP(i10?V7_1?^qwH(<#<V@sy&nvrH2~5qj?c7^6GiY`3`j1W%&-96=bcyW+iT
z-I80##y>Zb4q*M5@~k=;^XG5DA;!DJ*a8py#AGwgPb#LCnN}*O66UR0BP)tyYwO)x
zDyIbfuu)L`cjQ|R@eno4;fM%*5a0`I3zTTF7_0eQ;r}^s?uj2#r?bmS=~l>VNQrX&
zLeZoEnXdSERTyyZju*DAmr0jPI*1(r0v4sc8A;byX_Of0W@a{Aun+(2TRTzO3OtIY
zAu`f~K0;sp!MvVH<toS}@7}wo?DBgvm1Xq2JI~A-Z(y|@eU40r#te}Q+zBvy^@_=r
zqkwxI=&2}Lj2H_u3tH_uQf=oX-mnGIG)u4U)c@p3ArQI)fUtK><%afRzN(QAEjQFY
z?Lp@LF1g2w`$(7@ZT)&c^7qP%%?-bQZ-YOe7-f7n;=~(6x_qRKRPJJ#3NM%~yL!Ht
zZ$J2uKNmY|$oj>5_Gq9n5a$I!hRueUWI;H@7(|N(nGu9OpPqg6FLl)@z0GX35FHVx
zMQb+Y@9vOIoa%*H6^`2qO<72^`T^}vj$cf&X`glkhG8C|4{uHDyni2U53_}<Z#z~T
z`=uNz#sT1SA=cK#8v#KJCrRUbb~(QK9g~^jfK9itv&&hZK+v4S<_`Hd1KD04BN(zQ
z+gjtZWqH6{Mh8Grmf~{6^$wac6=cio&x>HRhUT2Hh!D>SZuAsQ?Fpf_aj641md!Qk
zTI;2witWCL_ddE0@12tq@?!61_xa_^*ym<sH1^Vf&sO{-o&>-tc75~EZqYk{>pWGn
zwTn6$+B^lVmVj7M41ql@T(sy^LBu{5(fl%>Kn-wx|MO)Y6aLl690mRc$EnI69KP#A
zH=&#$3XEQq`y;P|Vo+$rnZn99gn9zmo!@V5EpIpTK!m{xMvyHv24P>hivQ39&WD~v
zySUn3d?g+f$O9VTix)52q&uBlE#_FjTiGYXd@pr{2nTGRyCSJ$_p82sxuKyhO5gbx
zoyP<E&Y&uxlwhWi_QZA6Ev(7{BL4o01~NQcR8%z1s3N*AX(aG#Rh96M*!=!Z$d?GW
zy^o(jFc;+C5~nZtyF?MZ5xAX*xW+fW9_=x?xdYrF{zVLK^KAkgBU=@1&A@@GTQ>bs
zyz8i-3WuAK;U2A%{J=^O-JrIJ8ltWJerp5r0Jk!XDm^W2Iv}}Nr^|B}e1^Gs*~!XX
ztSf1HxGF8{Y1mAWfcjnemGATD<L3?hCPBamDGCqQ2m0S~GhER*EZl+yxW-JkhDj3O
zBWfdM!_%_#%(Sw3UW^Zr`zVO_0sYzh^G<c>|I3A~$eY8;ET^}_`ssSSGw#910w5VY
zQL{3j?&hsq*9lE98Z*|1WRSv>St!1{@=Bt}GEuwkMQBp|Ntaev{01EL!m8!bz}D6*
zYLK42*WEkRKiF{!Sm<ZUh$#;brAV<JRmYL0+tb_I<)GrIQ6G*T{p~nXl~N&jKAJR7
zFE8h6b|!xGoAEkH+4S<XjG$R~0#y6N`~NdWkc3{nWE&&enuenzdb;>}wZ1H8YJq^B
zR+;UYHaV^F!!_?6)FC@#djai&uqoQCsyb^}1O~&$7P>VwOqLG=$8ivOz_K}t!F^?A
z7Zata?Z}wpH1tfmZ`-aOMjwK{1|KKD55f?w$1v^C2lMLqK#)WAVLD~boJ{#AQ9B6F
z>N_6xjg)aVn=h9HD}H@zxvto~C^mR4zWGakC>MB8D5?eDIXU%LpTzghl_x9y_V%_k
zT2-}p%e3SxNz8By|KKY{E`9gWI|1j>D(C6i#~U%$UUxX`wWq@L<X-YB4S{&8f|R|-
zZAC~c^K&MtFBgYt!UUp5+Q))ZE*jMxs%V4!8uuh0F2&VjF_Tm!e}5+m#mD5#OIoS)
za-+)e%K9u;I}1vMFVQlpIc5K|p+kqlP8=1F!KCV5<J8q#2a;SLuTSv)T4cpX2v}Kv
zIBd~{QEF<8=O|Zrc6Sr3Rk+@}v$lnsZZ5d+!uP&9J6jFvlJ~_%qj-FC<61$+r;)6P
zycm5a_uYodF-hE)IK0F5Hk$L09`F}!=txZOUYprvxI?+W>Q8`Thnm!efEjD0BpArS
z?<$&nT2w4?HzWGVp*lt!bk03rH$AjHyKnw&Yc71*aK3H$q`Dmwx1pT&z30KY^%j%H
zw(62@4ARbSN1K^_f8yxT9}VVN=_tQ6rcSn`eF|<#J*78BC})wI0bACOt4zLe<Csub
zbQ$h?IHKjFg2A<idBf<>`;`e^9R1wyq_KPE0I{J-30bM7=9YyJ{rC6PKx@zpy}>D`
zjG9(7oH9x?sJHm5aUZ3FY1&#cfgUD)DrU1#PJeG2Uuh@NxpTmRQ=Fmfy;@;CF1B_f
znDCK+O7L&Mos}kSs)Cp$E{;K*4-eM(YmaCeWL51x@}xdu!+E69x5bZ0zhq>Q;=>+6
zdUwteoZ$*E54~fPpB<Bu5{jEOV>v9vBI}v_%&&9Y_wMI)G}dAyQAT&2owdx)<?*4v
ziX^^{xtjOzZ05jU4GqYl_pOanKs)mI@nf4Gcj_A&gshdh-#vEQj13KQgyKUkaMrdr
z{l}?@hm##<^;5t?WSNraLVm(_Qu@)LAo#@hH(odXXB`aCK0|fnWCa*@<IU>%gYqx*
zTQ>&qe8p-uyxLFZv<NZY+oCCntE{Qc0sa2`I)x-90j?vhF0966>9CLv<lDvW^hFM|
zJU>}V`V-PULqVIAEci*<M&Wa^<!->x-d$jO7zmOYHf$+gus13Ps)jj)6y<n5-zbm?
z945$NNJvx9Ur^Qo_Zv5Paznojxj8w1e%)rwGZ38axbP|$2Bf3neyUIqnW_jIR#Z6K
z3C?vaRBi4zlVJl0^T=152-3-Urm4{#5LE!)ffAz%k=N34Grl`FiV*egD=lt#bupq2
zgl0=(|I7rJ0kZ%}0G*5|{QdLM<hs)Rl0SpfTMi(`TK@5$wO+Ep532e^GSAOnIt5;i
zuQ<Kwr3y2a6!9^vou_^$<>+ND+T;CZa}=^nDl9;AO7iBF8w>*m^5-px4qOd-G&w5k
zmX?;qYddTo$<Y$EHku@$s^(vBpyJ~8)=${WU|j9fnKjEyOlEbOklIs~3zyfW<`ZxV
zhgGbB(sYY?_wL=e2@~W1#X)y%23EePtPj8XmN0@eUtf0Bw+nZzx6PD{&KG?Zt((B~
zs7Cel9#f6Z6C+pW&wJ8@Q#Y6A?|f3>`16YW9$!pl{Ux<p4g<%LlC68*v)&deu>K;)
z{3Ym*f0lU<|FhX2p5otHcF?q;s*AC;pj(2RrU<57Qr_}GA-Dsnynpl-d;5m2USGa^
z2?7SM>b=o!@<O^bIHFPV^7o<(S6?v{t&kWt$Lm5EdCXl~VeRL+IKoNQpPKLy9!@)`
zAqg=&-)mUm0KVTx-{*W}MFVZ7=iE`r7Y#oNFI);KO*2&{<lRs#F*g_SPpl!>UUhyY
z2p0o!wCMz!Z0dl#!qem7z)@S@1Hh(FC=b%tJbU?a&nt#5F~LrQ40^(H!=^F18V!bs
zavWHQ&hfO<-SsLVYP)Jjz}*OVc!PyN|B>m4H@?4%<kCa0?^MliNBGJ9Hnv!cklyw#
zrQyuQr*)F0X3{2}odzUN+WB#l(uL0b4VFm6FN%^ol|wzIvZ?lkVbJuYr!Lt<J4H6x
z1P!*-JNM(1h3vaQ(=1Zud@pY7u&c-Ye`edIWOPXRuK4K9qvqypht7JD?mbdmc4<!8
z(E0H8-)~G^)0@-2Xw)>N&(VrH{5mgnqE}|tfgYJ#hfwr+lGljQ91EDkpOxu@{B`#h
zXL4s837s)P^)r?(UHa5Lw=nGVX)(06`R$EvXr06i5XO7MQz90O&SJR<x`qR^0dF5)
z>LpqC<Hx?hKuMl0iUn`xko{y;d&56YZ;A;sTI%95Q~WXo|1K97h_hjunwry_!zc9X
zj`}MzFVBAV&Wa?L2F1^L5rK>k5;MO0D6G`Dr19+sZ=9@o`D?=PB_IFvmh)52!Qf<2
zyD>oz_STl*|1Z<-1RC+SiIh-PIHk>)IWvK>FGt3bhDUF7pLl{&&)X-&=#}2Y0SV}V
zloH+))wCi@n(6X;;-kF04ebAV7N|9ZVqyYtsjyf__G}6HIo&Kl-eE|t@G4UaNN^gb
z^Kj$T>jV*}iWl-Hm>aVzzI_j9@#Z7v(MaslT7Rz*ze+#a<wgx1XGluQ%y-aaOi$>W
zJSu-Hmm|}oS1)Uhk=uvdKH~?UXbCWy=w&o92Oy$J{+P3GK!7f}i7vd|tdko5z^&46
zkDNHMCmnw~cOEodezVVd-PUib(uHv<bD2|^yOL24yK2_#&*LVBIXF1D>y6Q|wXHm3
zE3;|Tk*?H7qF)lyUDlJGp1HF(T`%=*`*Q}FP7ALXmQ%>8@gR`4m(|n+qD7@keB&6X
zjjuOf1FeNF=9cOD6Ry>)pBr`If;nb9yC?%DUcaBkE&bfp&#q*vqvKsVJ|TCYiFtfd
zxg%nujH-8uO(lp3253oy1P6OF_{>_Fb;OpIJZqIfIf26inKx0mwBg11g^i?ej5EAR
z){$vxX=cs!CLf3P?|*=fwv2NFPO881(Xwq04zs~O#1d1Q!pt{s25~F*pFY)vvq@j4
z9B+z)T0>3Ad>#!vEC(HFf)f2MD8<`fcL)70UNn=uKWx~rlSmZOb&_IZdx%aNoXLmt
zN~f~=^3}gL=C>1pwsy|z1UwX1U+(Rqn;<_tvas?9_aLqZ)UlBbzVTovXixe9xZM-#
zc_tt&F#&nD>86m8K~=k%qvN5azDEZk&Aset{=NGAuz>PfYVpn}|L;O#)+R)>UM^|A
zv~qk=($<cwB%)P;SsxH%b1_734Dah@K|v&bCVThpJ-p~bZCzbu;Z65jdSeshQ9saN
zVe9w&_3MNDq)}6+_CvhnwEcni+PGY7U)e1Zz>GK$=P#EM@ctGOnCH23a+ndQTNQ?C
zUeci1)Ing$KG?S#BFNCUZ}mH~-7c_>n@a#h=L@3S>)9@4+o$fKD%Ra+qCK+oiw71P
z)5quJiWn=)96xhX%YZ9Fxf7`M_hfQX(zT&8oqB$qg^1rm3<W}2A3t`?=%Z_f!;6hm
zFH^;R`uzDi5B-q%Pt5+JR>XAvrT)6Ri{=-AEF%y|@j(iB_Df#G24Es{2F|X&?*SHC
zU6P*1N8A=~pVs8HW9LrEjctharf6wt-9lGpuBBg;q7ljUi`OMLefj`Ur7rEjTZBUu
zKQMz-edOfHuBDj@7r0sBC10xc^uq*czroYG^Imb0nI#NHAo14Gt+yIyKhMl;kEb~g
zK51)t=a1WF2&yur;$HIY+oQ&e>CC@k5Ryd1YTdDuCx3~azxcw6UAuR`x$E&lJ4<H2
z@fAD{y!mI*1&`=x1y+=eS$cY7u<Gop;x(aDZC<!L+j3q}^JdYw@dkSfoy+S8x0>Gv
zXAM5^ZYKeX&chR%xH^S&+P-TzBTqEC=H8YHiChMTIgfF4%7(@Wg)w6+h*&LmgU%{h
z=Jcea>PzRD4aB)$*kqSvAJh2K7e~{rO+T&q7DnM^e6@r4e87k491gIZ4e=;9$cZpl
z327`_Y-VPbGH7tZG>p73J!SHj+bmV<&8I1&wRaYO>G$6qTytb#LLHiaZ)yDVM*uh-
zofV<|gwBFXhk)?H#mu>DY?YhKOZMj_o4ns(HgMp;P~)8in=TjcxX~Y&pcM$viZlN>
zJA1!4JpzcXPN`AB6r=4ul4Y58x18(0X*LfB5oo^-(0uSuV^rJk()P^UzIChl8Z?=;
z%Paw0Qg;0qmEus=!Pd@hSmb!`K%hpToXeCmrgwH7!Gd<xcY@hvtQJ5mmCrrjSk-6u
zt?3hOriX?YUs=zueTS(Q$2E)r;Nm;GgU0pi9_n1xIhM-ZG}ZZd7(gFJ*gbc(iJ9%m
zlPBN8Y=E_PUT3muD)n9Z4IcckovXcU!1VjWo_Y3}X}D~eJ97XiLCaX=?auD-^ai#_
z0EG%^I?qpO>xa3Sr#%ZQ963EaT>KOnUGpSi%$hX|PJ(|*X@!rc7_Hf^-OaKm%rVRp
ztlMmEmK^KeMZ<-c1XP#=@>}dsE~z}&9}H$T4kI{KDVb+^wy*y>BLHEG>@|o(LAPaq
zDSKTrwy^1E=d|>~3Ud&EB-bXD-b2*fVF}t-#T8aAH!<-;O$#qQf*IYbUgL**D|?Ym
z)0As$o-x@DD#MjEKC7#(mHC+=d({Db;IoZW_k?e+8Bsa(7aCfJn%&fvA{DC5oGC|3
zk@4juNxJr}ZQQ<cH38I<kaP?t4pQl7*C9hD8$w<Tt&N;CsTae*W$w8}EK=CYp;F2L
zuqmtwReF2QyJK9mLVn*}8vbo`>t)}+Kej*7wcTPbS<9X%Q~3y6q6}mCv6*qjZ)PUJ
zF>sj@&nGnVNIDZj=J3cYEG?z`^ietU#a1PxmPNc}tX7>u!FPaq;C1UK1-bqQLfr|r
zs8BmXE#fCT89HF*nN}CcfAGoxBr1rq8!+RTbC+;FXSA-6;?xW2+ILSXTaM`C^GD)+
zb_qtTTGty2Bg9iF>2bw7y~Z>+D5!7S>r|I>+LG7bGl<PsxZKoK<KoB#?T8t<*R3D1
zyTy+ZrIdjs*~m=~9L_lOmC2EzGTo1$QkL&mMUzgaeZvQ5L;JY6xcT(N<YV1m(W?^P
z^b9E9t7J0lZ@6;j`Sa(isi|dTW}eO4RHdPj4gd!+)lTyLWPV$YOxw-Ob?s_L=nWru
ze$<is<G=LYa^Qhg7F-JOWqV0UNxjo*TQhVH^Sx7fWdOn{fH(AkGW7EGee|rKo>#8}
zp|fAHV2S5LS`?^`0M|<`X#hTup+%X%TFfVtFIa8yQ`VGl>0(&Z4)G5p<lSTA3`#$K
zyz9NTMhe<c%4e>Jy5xErk{x*X*h!NPEEui5dGmMoF)QoEBjGb;5=SV4XSKD|=`5QR
z-?_VLdrLo&O@*KoG|`Lnmi6e7ZALC)NF91L+I*2=DWd|vzRwDhdiZlq!HX%YKXPH~
z{K{gY!?kD6&T#iO;{<E|`6?%>S!(jv*R6Zh7f5(zZIR%^%mIURsCql?PTSvR0rGVj
zveZu*wZ^&g=OtLw!0|%-9CcWBMEAtZil$~N#r;d8b+CkF*uTrGlvDx`F>wF#bGl^-
zd79_mpPIcq$zRG(nGUFo85qyRL{-h!Uj}+%>N}R@;%YV<%o64k*d4t^L5-|>fMY+q
zj@dFgOu2zTGCh5OwFqEwlHY2soITr~sex>;?^@c>PNb^~4YM;gE_3sgnYO8)D4L<y
zTCj$hjj+V<s>zH}mo$I!8l53NAiBs5M5wMVnn6$OQJysNQn=q#-ZgPgluzJLB4#jw
zhwG)J+H19dY;Y-6y^~7qLC8hK0vDUqefqw0;qSVl`#+#s;@X#*bpNnR62n}tL&efg
zb%LDdPQ1A2%*##|HZQlkOl3m=`?rvlW<Gx|jpi3`^1;78o`Q&?vFpsw&LK@S-h1j(
z%d>I-XxIhLM1ZMff=^Cf-uhXgE@R*bc{_AJ(1C$$wtIR<M@Ju+aLc}*ot9p7{@L5N
z2Xhk+J9Y?Eyrs3ZOKYMLF^ppP15>6fVC>6F(TQv5s*`<G&ID@(#B#n&=s?a%K>H^#
zS9T`gQ$>Xj3Jp<HK6ub=)m4)@%oM>~ZT@3ddRJY>l4?1Vd7L9*VZG31@DeOI`}<F|
z@79iLQ+&fp)(`v9IEf2QZ)>d?_gZ&EchwFXHf*@OCb2gU?4;%%b#Rv-FBVTed*g=V
zvfS<4x3hY32#A2xkRg76L82~a(uG($;A;45*?{t8t5^H*oS53oc=Dtdw4g5D8m_Lc
zo%?S>#fWj{P@+J_R?&&ZGeD)8cwv-Wj{~x03rF_>Cm%%RMzxrIejzg=N3d`EGiPWX
z_eMX)dC1|5M5%u`C}_WED$>%1A>Gf)bANp)Jf;PHM6?4`17q|~y5rSI>~nfnc+%#k
zv9Q?!f}G74hsb#==CvHpHI0L$Ty(w^-4DEU@nQzctc61+lNW<IusYa+_8n?~T>k3S
z-hA!PDjaJY8s<~Ob0@lY4-Jv4I86{Af4n<|LrWLNJV$_n&-(FX>a@YVG}~IX<6I`3
zycp=4fa+`FvT4%YyQ}^*;u>Gy**yjCzXM>){Ta;}F4ez({oGtDKejy8^%`#36Z=U{
zo5$Qy(%(JO<wh1U1lyM8v||Svv37hFwZDJw{UE7CjUcA@uqd+RRz&>{8NF{^+uHl3
z%ae}moq#GG=?^pY(o|mUaGcELiH0{OX$1F0-UM?dO^3x_MUCjuL;b8*sO~ug>S7BF
zJ!)BHr7w3xj`lSvEqV6LU7QVafhuE4UYsX^b$a}HH{!&+GTqLXZ`~R&+_knnwV*fC
z|BT6IS}d0NPZI#Oa5g!4Q19No`Flhk@cZ|z=Htse``Gy@Gpq$tuERgEud;G;yTGUL
zp%7#T>^{wG69Y}XV4Agl0N$=^{Zo%l@!I`(pKILR9BQQ;fR<~vg^KXWACNL+ES{V?
zwX}I-s|-nlfmGEq<X6{@pj5WO0}s91o;0XuXLx7^2XxLZYuAoCh7}lP<>i*~U$SMg
znby9B+l&C=!CrRZb0Q@xYkQ<T=*Ye-|5?h+h%lRMiTILJj%IoqajKh}o13pj=YQ)P
z*X*|i1)bxKdfMCDQ$}ZkWhqwA*q~pwUP<OzL4h#TWad=+!ivmSua4I&ba8ezcI<PQ
z6$gx*|6mf1bsocr>Wx+QZobHv__2d#j4e8N@8py9z=H!KTz_^`G)Z!Y5w(O&Iyueu
z#JvsLgL`%!d;FnhFMIvh^%CKeyuv1Vuc=Wo7=N5n%iY(vM_U=!;j+N_5g(^`b+8yc
z7!WZBY1sAY_^Pi1rhfEUmULt!wC{mDt+pXJ-gtX^cM+8ZQ3l+7<nCDk<!ObFWM(=|
z{BLPjR%TwGk#O9B3`tq{-^vcA-Ne+?d)8z3E~z(&j}|oBtm4JCez5qFVk~!zkCg8j
z2RWTfDJimo2?v^GoY5O66RecV?+rBb3=MsESi?@gyg1)sr=uf4Zq}POA(At3mrS~S
zJL}b}9j~hws}_~z$dJJH8^#_mzVg|uF9Qkb15&lx^|Wr3_18tq)m|`vv?U^@`}y@0
zjG&CFUD06;#X%usi|$_o<;>+k+XDx~ns<QT8HHTSgMiU{u}+(V{e^^tzSLi28AU}!
zDc^g<=mSO*Kc_o6Io;Y=+iPBuat?gs+5Cz#&o?$MiG8IV`^rN(M=S2V`Sc;FMmaKg
zyfd)sLjlw$ARs_=72v{xhD)8QV#Ry?2L(tMagDtGvvlW_1vtEPLQ(kr+WX=Z1sUfq
z+IfZQVZHs7{RU0x%y){xWDBjUlGAr1@hkk)mg&yFHma$s|J``5HOax!5B^^KvvKNA
z+1#zvl^~*CYvXDX=r%j<x~98PU#X$@rhx;4%}rYmD0|Vq@@2Kn0Tjb6h54I<ymDyS
z7sc-$T;mlPT2BuZpaFpD5Dn*ke7<7GEBKkPCZjluEhy+aK6U^3hK3=zKiXSO4{h4x
zqW$#w^COZc!ZX;#v&YNo$@=XPN|nl+UXJ}M10q+_qtH7&as5VyUzk<tB)VGMN(68+
zaP6-4LRkZu_WkGeUKS-hp(m`42G^gDt{+9nJ~A;gsdCe%^=B%B*m&K^Cy>9C#jEsu
z>y%^~uYGHp%%PwgWO{Rqe)!{tT4!&gn)eY`8XRaj7<t)GXopkl&ZUT35p{>qvG8hd
zI{8>hoO6(y9*cNc@;2V;wTaJRqO*9?m*2+9PFxc*X@-ngcy-_aGQT8RHAU0gp7eVl
zv%`hE$$|wk(!OSWn`f8le#cr?>~-4u<HJ0J+Kd*Me|s6TV9_G&6)XBg=||WNH2+Un
zShjMdM2KGJ5Irya5G=u+T5L7()AAdx_5Q7OpP&1A2&R`}VnjMewFa&R;FRHQN+#v@
z{D{q=q5c~lm9gT*3w1TQb_C>#WCHP5^I7=bKQ`aOq*J&aiL+5rok5P0las~ANcux)
zqJ){d<{I2t{^^)!n6)HkW#q++UAem!LsL_K+)eeuXAL4E%pz~q21T@ZX8FCA@2)y(
z0VguiuK0s&wfGwc4$RKa?@I%GQpvmnvW%ulNE3|)|0wIJnj-_ggPh>0J^e`1?z%Bh
zZc2Mw8Z|SA4<9Z$d2-yyD?W$Iw99mL#e8{D+8zj~B2iS9l&)H}Dw|{v@b3D09{oOh
ziT?im%V3^+aB%Rvth}RT1>3U=!D2;XiHYe(g|a70@4||aN=n!C54Zh_))HXIEDeo_
z#wIC?Sibgyxm$<8Y&3gn1B0Ur2XyLs)3_H+2iZ;YJB8Os5<zu!Z&g)QPIgjq@}3%7
zE@Q88`u_bLk=+Z|aG*uMVH&5>bCyuJ(N~*I`{bQwN8^Bf5~uvzw=B`!)znCm6v)O6
z-L4~ONIAJt=ir6qNzy-oIRhkv-j_u#8_Rry+tkBq0kY4^`H6py%&90Z&+cMd^MtL1
zpT|6vve?qk&a<a<K>3+ho5bOs9@@NFLnAr-$*WiWM;$q+eMqXuSqC{!sZnZEbAzR{
z50)-VlGg4jJ*2y;cGr;}I%T?DN6vK^Thw)=XV=~bWJh{RW&Y1^=f_HEOL%Ab|8IZj
zz7lCKGtRBmmLg{M=st7CABWWFL_HbrWaHU2;M~m~BdpG&rx{6s&EOUcSZ@Z}sPZt%
zwhh)jSo+Mgeb+&qA$x0o{qh9GwXlf1`Do<a+Kom>51Wq|;5%}F?^ZN4Slq2i8KNx_
znB{-iy!7kWgHR10P|SiH(v5aT|LG3Kye4I;wuFzDe78Zm&Z)zo8k3x=28;I)m;QIK
zKrLDCb;We>NDt1?!T#1(R;4XXbqLvSI*s$}+P&A}J{I#33xa1BDDLM0EEbmr7z9<5
zMUO@#?!wFFn^}hxQB+MgAIbgu&<1t3h?l|nE}K$@wAg8XCgUIL(1mvZ6u#!Pn`auf
q{ojZ0`1F5$j{jc|U;LrJ!@qs5l`Bc~32w*#Eu6P>?p5t|9{&fi(}Lpw

literal 0
HcmV?d00001

diff --git a/_images/ace7ec2080ea1ef80d8c33acf36c84185c26d2dad26c4715686b2dcc9c400165.png b/_images/ace7ec2080ea1ef80d8c33acf36c84185c26d2dad26c4715686b2dcc9c400165.png
new file mode 100644
index 0000000000000000000000000000000000000000..7db2920ba205e891f1ee6c447564a1761bf2c4ee
GIT binary patch
literal 68580
zcmb@t1yEdD7cPhd*8~d=A%WoTP67lE?h@SH-3d-`hae%iH}39E<K7Tx+zIv$_x|<f
z&Hv`r)KpCsgwUKmefHjKuf0B5;a}w?F;Iz6VPIe|q`rJsf`Ne>1HOxp5rJ2HDD2yS
zAH2@u8qUggrp|8P98F;4zB$`l+c{fX7*e>JI67I_*|Ib7GO;mGm^(Y$JMl3y+x*W9
znCu+Qm?`Dq7lE6g*niP<f`P&M_VNw;Te!#q1{MZJ>a(bdd*<P)n|p%ledn27{PC)o
z1+A{g&#$5+A1S1XMR1c8xqb`7iY8L>&{4GhZah=f=l*D`68iP4@h5tUub~w0h-tlM
zR_n%iI)vpDxJW0Hr~B@7z)p~%TE}eMC4QQlrdSDN%CETMiZ5S<DoY2p{&^oGUcP3X
z>CDys{X=5uSJB%4ysQ&~nvVDH<q$fR$+CYh{;2*l(DdI|#hXy^IOzYm#m8aQ-?^Iq
z+*(|*qWfnv@z)eh27LJ(q3EI_8lvc5%^CUsz8{w|n1YHbC^wg)ZfW{HL3PrbG)u@Q
zJuWWpz&7;XPj<wkk<X;y;c1+Gq%&`i5fBuFz58@}eqORW|DR_NFDxp;dGp3Fa#=b*
za2Gn59={2J6#nPA5{V8ii|Z^Ya{u4P;h0{Uh7Ff66uf9%ar|pmi!Tck2?<GcUg2dN
ziBJiIvAK`T%(3id<8fJ8x~p=<S1T(k<_lGn^78U?tN%{e0R<k1I!<I?_f)>*)V}j8
z1cc3<odQp3dJ$w%Jv}l4CY_BxQ~4ZL^M?^3L;ubuofvTA_sq;#k$qxcz98G$+Rm+J
zYK_g!;YmtL#*p$$0PkaBVwzih|IaiZyq)`?KBiJ>4*7bL|Id)X2@xFsemd@dFHE71
z>3C*1Fy+(<Lm)<Wb{ycAhK7cRF><o9pYx~ecLrZ~_w-DebC`1wy$oixnX}exqGD_Q
z-(^&ZLQPL{oPu5%o0``6+`BG=Fo?OZ-@g5#r1XZDmlt$|f`Sqp8aiEPp$zj&A!j^|
z-E5)O3@cXP9GOZo#`x|WqUwwFZ$P{(N1@I;Dk=+L!otJDK{miYmj`o^{n5m=CL{PQ
zN1knK*DEtK37wrH=^Pf_z2P`#7Z*lX2Xm^6-v5j|5miyt34`*Lv5D%$yU%w^C19x3
zmoHU<3SYiZP*aEg`D4E98q_7Cq!h0^X>C%iq0wkhNlQy>$@b=-w_75p7Bz(qjw52l
z9(Wv$%G$dz-=BH5WuxFw8?dFZyhT4;X-WWY5+y+eEb%LYi`}uE-Q6XGF&r9s<Ad2^
z;1@%-v{T@jdcVI;^5Oq?TuJg*9P|);9Gp*TYWT|_8>6033=X?B5<fq`y!?C{k1=4F
z92V2TlapVUJscby4wvd9U7+(*6}tRue$PJd-n}b1lmB=1h9#~zz}U97H3JRJdMyIL
zpO7&zsVOM~5)*NOd%+^3qP~0oK3Fb;>qlIi$liF?(RitThtTWSuRnkOTxHM&r`2F9
z2RuS}L_|rM_P?92iAiNr=aV@HMCQkDTVSxgy`Pnol)gts*4muR7UPVhFq=W=%LT4x
zl?$`U-@NJW41iA)@L-ckW+;xJ{!b93N>6;H`&<dGb=a10Jz6q>S|EOpi7}lo)7*hT
zl6a7-s?N3tE})eiOG%Z={|u!#9LNtU-}Nd73|O#VzZMk{@wf4EcIF@?Bm_-6tG~g+
z6K}9xP35v#y0WeKCx(YP7553HLxRJ?sHA_Z65!*jZC&r|?7XS0HSCKRwoU)%BI&}?
z`RrZpb?*fJ<3@M|1qC7wbCHv^HeUOUPSpwRDg#(Xt-8*>zL5EH?ON+aww6aR<X>_b
z62Ou;xVRKrfh$P(oCl9nfl*(a_F!#8AR)1_Sh2!SJZa(*TSsec8D7UtNCX4~Vq#*c
ztVaFy>vjL;3?-<F)#StdNe8>>=v$EWV)wyZDJxO5Gju+>tgK9FVzJHwCkP2^_iTXN
z3|N=T<JF9{HZNc&ku9?VZ`tU<5;oo)O?&_0!{+hvxX;b18F$|W@ZzZO^Ft4CFU@9W
zS}3@3FPtX3>IfKDk#>V^a7akC(E#R}#~!Jk@12Rz^TP%7!t_50k26^!@lw~5v&nuF
z4ugne<7VBjNV!P<0~x#hhDc3KjYhL`v5ofq^-&WfSv!^2iCPRfFfh>lxM|P*>2449
zi;N5v1%<y|`(3DL5Ms66x=>zT-U7&m*k&1oV4U6wk0sDKlt6=min>)hA!Ib1NSi6>
zHP2<WS|F96(dy26e{;e-^H@++w0(3Wr=>-tr>Ez7@95~r<9YcpnwY!4udi_BB*{>r
zEeF^nbCSq|BMF7dkxXICk0X7p$~@+z_OpB&xlWymX1d^^Bfk5-p{}Q<Ao)l&G%dzI
z&I|LAOpw*0slmej*WJF=8q#{q6YXze@bClr7zn<B7UmgE1Nv0VJB9*>K3YdEe$2^`
zyNjGM)aHh0vSc76KkRi|cNy2jS+T_%4S$%(l+5n?67zu|h&MyFW)OeT*rJBzyR0Ll
z=1#nn&kc;wqrGWT>#BML7`0T9cg(`V0_OJaF3EFrcPzu>deQ6%wCc9*!=Tst)<0h|
z*75pKv)T2?a`^-pc#G@NLaPUR5F&;lkSlI)Zx`T9{VQ}^^5!h1q@~|+aV3vsaL*Jg
z)3jJ*pR}9^t@+;D0Gsdh>WXn5w6db(=;UNGF*7qWa)bD?tkSRNE6Tg8C+4#C_uob$
z)YKS@Sozd3X=+~ISAdMo2n5n)VFLf^yw5c5=9J_ief*GNIIl8%pUZAFsVS{r2j`5B
zfeEq+$uaU`XgxOIM{E(NDT5M`Fm!`fr;d5PdCe|fhl|A`Kr!J+7?U5Y29IL!(PHkv
z_B9&Tdpvj+GMii$Ba>sa{sN>sd?L2Au^!FSH-ye{N3YW4;~>bI@^MEnh%_ubgCD@K
zj?Qr@etOxMQG6_xU5Op3^#=3)eXzkscYbT*61RyZDCr|5{jbLGBSV1XI$3Qbsa0>O
zdf;F-kzHRp4}*=3-MLt6W^-S@T;VJWOyA)(KM&8w-kzD8>~?>2q;5}hWkK%U829>4
zlDb~gK^q-VlW^dp6%_SAM%48ko#@G`lJ-)eE~^LLN9WnfI35YoMlsXr#zanur|)9P
zjDKvw#a;)<jX`+jm`5bFMG9#(8nm4YJ1R73SfG}FGL%$NSKB3U7p;$2E5il%@V?^M
z<pYmv)F1V2B3saUrLnp>L+M)rjRFXY0PIGZ_wNgcv<p5CNB3KY&dyH5ugRoHuVu%-
zgEtd*psCfM(7ByTnWfKuc7y-J`elGsm_0^<R4`dcWTxX-B3CrGD-hJ{5`f4~#6VPK
z&X`(vK9z@;S`U{$9yK-feTWq+A^&xLkW>Z#TUK5oR{m6$m;Y#h<x*WF7(&PxF(pR%
zaKy~|^Vk>he<n?oFNgF8PNu)+V;3_@h7z%hS&5o6<PP~U$bjuk=y0VX(%-78y{nAc
z%1W3kmjDJe5L1uQkA{iazEvF%5Rl35Hg3Dz<g|y3j$U`vU`ww<bGy>ywBk6z2r?Sa
z5w>%~NEqscjHDb@C{IIieWUX-v$7mqUE2-sfof&=9kT*rjmiEUV{5@Ly=7=~Q$UXX
zkW8EB1{AHL;#|W@=r<?LrS!yz<LFhRgw!$v{-Snv0zBfUvk&|&mo|%w2r^T9rWf^X
zH|okfNDcO$mL9wbpWY4}25xpkpLALeIGOezc(<ohFKnZmb_mB!a{7&LLuw26g&*GB
zl1HUmdvk80S3ctuh1o&uMigb!bw+m#sj+aHQa?Y%ci7_24+zL6>zp$<W=zG)Wb+cB
z9VqLX%%pRg1Lp!hlCxM?|CYZzPc9y&xx?p39HM9{t#WvxXiP~;`?^$nT!~Cs51w=<
zdk)B!!LYd5usD@*Wy2({KzgKa#>UR~#Ua>)e9VL({DdG0TQIV$28*U_Dg(9Fnx~UX
zhhQIYLNEjytTa0G4h$rurfM*d=DjE7b2d0ys+Ub==>pjRm5lSBNmzfN;K6zOc5tcQ
z%0|@D)00n1N(y9=#qaz_#L|+E-}P|gdf5)iV71vrg8?77$c*0<$iHu+B}hm~Z7OjH
z2{jEZfx=i?3O)23sXc{xBy-wo6Qb&Qs=c%YMH3&GLZu8EsjCb8z+8FDs_v;bZ}WlF
zh%Jev6(7^RwpIqqUuH?q{Et+*W1$@!2a&yNvam3>B$XUV%!~$A(8gC8wyt0Kul7hk
zuyCh&HknoY)#9yaF94&_jC8Or!bT6FpwpC!8nHpc5+LL;i+!XYZ_}DksAQOAjXe(T
zVd`9=5@jbc-cH|e2QFOoFWLwa$bVQ2#*TA1=8FtoX|17^R{JOP!O}!hjpNf~hOjf?
z6X<Z*Hkz+GOf_#GZp1|9BQeQmH}ZLH9UMewWN?#JWV<&uZbG&~Q%d>uDs0_bhWZ9p
zF%$^6S4dXv9qdI*X;nTmaudXmhZzk}@M<!JfE9Au|AH0e<*|uSH#Z$o&}#LuP~)lC
ztcoo$(g&gldw}zPF#dzg>E&e|1jozEYdd{C>CEr>#*f2t_B&8q;KV6217-5Xam&g1
zMi3U8+p!MFZrzq1p=ioHmE{{;W!p8;SUP9E!*>6}p71l}$B*BE!ybOJ#zf}0<Jngt
zhGb|ojU6ZtqDc9Zf#dZxF7B(&ILc4%kR)~YhqHk+9*1{c*N2-ySV9|*H|v#KZc>Vg
z2h_nNhblidzy`l>p_UvQ+scz8+VdOW0VEPqla|`rBlxxMk)NLmPimR=_YFAI=J|_N
z5E)I09EOE##NN;F?0wwi9eU;TW>wYGg#C2mW3&|Y%JEclw(V(X!XN@HChtZ(;<&{|
zP0^$$k$ZNqb_Zh4_W2e;#u--F9Y55zOgEP3r>Kf4T@d2r4$_e7=u}=`-<E%*eXrbh
zRB1n<TNeE>A7NB8Z`0=SVL(_ZKbbACE*{&vyCE4FShh^rjl4}G+Z9zjmZVcEu9{du
zqKJJ%_Yp|F12IFnx0X6OsBoKkunz7#uMmeTKOg)CmO}XckR9d)i-7zdufXV}e7OGG
z1F`vxm++0yik4fTluF}sp<`~peFsdo(b-m?YY>vY`zCNM*0^tl(|nPWg8(aJ+82T6
zS~%!?yNT2vLn@QPq&sO@e|fZ=f+hSg30hxX&QL8?V+E=<+m1)q190U;oyE+dB`<x1
zQcI#)mG%@w3r;et!mzC!6SHQZsm}kp8-d6Bb{Mv@%-sHngJ_W~tAe7h%eo!J5s>~l
zpSDd!(*iP#YDeF!UsStp+U7e2W+)~l`qnk!9uwLmX^}|p6&B=(N(O%(vrSR)5HvQ|
zY(LMN$<7qbyGu5zI3XhMIlG-0hGn)Q_{9xm;3_+?6BnwP5<0Z`mO5-Tm2`TNuV8C4
zPR(4ONK8BC8RiOWG3<~CJ01Fr^_i+um1iRY-j;}Fg>$^oD(lSNzGtipk6Th5*a{9#
z*Kv`NNVXMgjZL1LyVPD5GN|UOq-dZfp2pmn`N{0*va&#t#)7r2ceF(xfFo3p0uw6?
z5yR3vy1hg(|9}I`=~69!0R(P%WF*yx4+uy|cWLwhVAR*w=W{*$VrZCmv;csIOHaWt
zEb?E#M3eBlqQj`GtEY3>4Bwt@6S5k9F03mBwdY9pselc*X^H|{^`KkZ@M~)bktqc3
zp2ILWRdbbc3Mm2B5}`U1gC8{_lK<BHqWHZ&j*yuJS$A@~2^{E#nk>2%+Qi^}3|IXo
z*4Y=y7RT#Zw*drlru7Kr(41&GS^@9KfC{v^C8kb<e45Dp$L^kddQrm4?)xuuyFW~a
zs2ORZ>sC0<M?KWdWfv`8xkCcoFx~ftr;Q}NMa{bgU~I;_cd<1?%P3659Ba(&`(AUC
z*bkt%m802enGud^!E4dDtz?$LmKQOmy0~3*jjd`Qw}_pTC5#uJdzo3qM@3D;Z|xZ0
z*&SF42%y4k#0PHwy|Nq3ZB(1LP_q<j(^D`trCx5ZEAqL&hOu6#3IO12e0==i&`>o(
z`G3LX!5>sZ<Kw1Xfe29~yzvszL{n{EH<m5rg~s!GpA+^EV)0hZxCnNJ@iE?`fnyl?
zPU&d&mYkF#uU~0-DWE-<S7}5rQ{!X`qM21>ztI{%Zv8^z@5Heo0Ea<)yOgY>W6Wgp
zQ>2a!P7|7+q1_c0r$xn?)JlaUb??S(F@PEGdZ0f&PD*t(O*=h3{^QqBEkZYF05OgT
z)nXMD1WEQ>H{DQr3Pe|`j7K^tbm<{BYaNSm-?KO!2W=!+^zw5`GKIhyLh}{myP74l
z8SsB>Z+A74@tJbV!Bb3c4IqF?eC;xIPYsF8!M{nX84bg22xTrj$10B=TVEIaN+!c5
z=cg9F(~pi-7;5XCm(*V;X8TydP=5rDQyTkUc!FGBR@NVSZJyP(t9$_TGL&hkzUI*O
z@bp}wi<Qmf`9a8TTIG3V`48=aU}&^?vmS|5=h7B7L-Y!~qqEu_(3Wr1l^+!3?d(YB
zUdJ>(ju6yU7R$s`vlLQF59*xnL&zjSsPM3GH_qx2ydXIyG;<i?3A1X}$($MAjQ7MW
znswqS%>0y+qHL)h5{Z`Hy?Qdwbep#<t)-)DwL|WZzxYMVHod%o3kbZ~%-KL2LV_<X
z_JMUHW?y7FM6|9=rq9{F)Eg)K8lxJMic@a9S)%bPrcj_!Xw_{!bG>GApKabUa_r<+
z4{}RJIk^;QRmO1FAML%@AzCwI+H~4_x3-8ca3Mlp6L2`K-#a9QIcqtKtn~`73<<A{
zrUf$P<KTC#PnSw~;}4=pMY~4dZEDHR_fzpB^587F#Q<}P4OTWwqkT_EFv04cyS+<V
zlOe&UeqN^qN28`&Aw&JM4mNhx+B-A>av(VP6}4RYt3fgdfu1{T?V_xh7#u4r>sxe0
zAcEftdAnC%Fyf<~ot+gF6fBH2{#Gd`<=;rrANJFm@}p0BZ2)yfxT^_q5-G1#cSl^9
zPA=KqpfEzW`g*WSJ;PQO85`?;dHPX*qNJsz)ik7kTH~1|hhP2N@!GoU@7)FDq~_)n
z2HLAgOIu?$YABkJK-IENKaFs*<9yZGTnDqV+SaSDM;$rDw7|&vhw(w9+c&5<lZuD*
zBIS*HD(UHb^TyGi@P<gNwd||2Ys}8&F)VU|oUJaFardIVEgxRuoX9ly?53#WQBB^j
z&{^6$cTclL$u!G)?6+SHv8@}9_tdxU(~O3{jdfVvIzwNnk!UJzZScEEx|s@bBuLu&
z7LeF!kt*>(e%Vv#@bECnNRjwGPdi2Qbnh_Z6)yeGec_gp{bEZ#nf`iMR#y8zF-ya=
z%-nWsvbMGrx(XKn$@Ox|H8nM*%2Gc(JkT)~Y0`ES%0Tit0gO(+oLfzgFf>o52wevP
zxx!^qLuzz)xYEIj)ZOIhXZ>}rmX~gMS6NERs5q$K<mv!#hf$yQcX`dYBIORarVybc
zB;{f+5**Y*#LP^Htew&+a=#Zsz|DQ{#E74!kPxrrEhWe3;kDUkoqSXeBG(+?Tus|5
zMjOAoYYk~=vi#!Y7T46u6nF6cixbO_^72+c*<+7BWqj*cp6%`3um*Mb)<>ePRSMjb
z+<x~kjvoG2gf(A`Gso+0(TwM!dGo{@3k>gA?VydIYgh-52%G!6B(hi9V0gIUto8Wh
zg#MaOBj4A_Cx9P=Y^ICX`y7050&qN8l%<T$wkv5To_^{LUdbVG!Y$LD;jyIj+7s#q
z2KzyWVxLBC1~iHt0hW505g`7`${0X4%M#Mkr~uv`SYOWpNW4%CVhMS9%>N?afGQ&q
z;P$Wy2nGNaHvIed-~Iee)r?y2$;;s<>4K)*k7%*9Y($#_>IuNBx`<8L*$AQ)m3E@E
zTz-B{uU?7tgr27o-A4PtMvBL%F<8agd&n5v-X@aW;$ub;b9_uKE_heB6!<!Bb2F9E
zblPb~=5S1IOp0->C&MMYu56?LQV^e>A)ij0z#y}4LD7fOnc9K7XIVEf#JE4ThkD;?
z-#sP#6)|^nbFz-M&Ky=zak3!1)$Zf1hZg+0PtmudZn3uRyXA=-=6iK^TU&$xJBu#+
zuV2r)m%tl3yS&LH8e$Jm?(<JA`1ysm_e-E}+VX`tTh9F!Bz2grYj-Z$9Z-*Z&yM;Z
zeeXJGX&H-dZyk7Zx1>3U?$CbMU4~CiTHQbYQsKw@hlK<SrFGS}x_SWIA~p%hODX`k
z)X$QV@YuMxp8=jagUjX}z)g;4@h@koclf?Ancu&EHvkT^I@{HBU_k(uPgS!aFLA2L
zsme?Nq7R;`&Xt@e+VJ$i^Ulz#%qGdSDgU6;co6JTTu;bvTI)lhqh(jciOpmOZmzUj
z^b98E_&qC9QYGL-c4Ft7qr2yt^cL4_S9Oh<l>mvLHLFcVUf=$@TYEdgO^Zp0VERlb
zBjP4)#672-fqdfEmJcPV<V^i8CS=H9|JGrlwaK8i{wZ6HKFA=y`mn1?-VK6_0`<i6
zIlt$I=x^Qh;dBUR%h7Nx7V2@F*@$`C@)6WBZ{@n=I&F`a@ztREoBEF3R-eSyVOV;t
zE^E+^n%->|)@5#O4^%!eMyqL`!j=HVRUG!6OR|z#F^~)<%`L$VZ2w2f6-4+}=FR^`
zxQ3KzD0*jPXp3%WX^D6h_KlQAjJT>I)N0~?Vv>nH4MBq_R8**+9JF=Ki!`PS%VmxU
z$UGxFF1mYftH!#_^De{bwB$C}Z)i_HiN(rm4X~w{&?n{RAFf)hXdrUV4}@Ysm{&$p
zHrM@3CY{d<9z66KDH@83QiQlcoL?)Dt*Y&_<Uzums)$Y|gdF?ZPGhyjD3rI*6@8G%
z-N}XD@=*uXA525--mUGeo`U*>FB5V_0bcMAI*-<{7pK~x7os;<r}ibkGP~nbWzWqt
zwEhAKPW`!Gq9`H2PD+)gyN8me5%VctdH55;m~_aWE6@HY!k{Vhx+@NNAhg(B4>iuu
z&kxVjWY~Nk+yT<4@A_!jVi}ZtsW$ui><j@~uGKZ3RbN%0E}kZP9dMfD8O*H5pifaY
zwSd&EK8$5MnLGagE6<nqIp@xYC(D6|*^HUmCG)etq)4%7W$h<IuVp1=6YN%D!kA+^
zvbXw-c3(;vksZrmtLp>(gFc;+Y+(=^9P2ds?kg>>!`Ph!W^eez5O#Wc40SFKNwp_q
z7w)-fryN>)=vZ3bohPHwKg`Jy(kG?1wJjtz#oqRG)VMzz#{43y*Of1tdQD0uXC0~G
z+3-g$&J4TqeS7yGlYH34d~deL_j|SD+rSj=Vfn~EXZ%$!I|9EjEA54a3YmN^S9W$~
z<ayE~w3w*P0lu&4@P0nIe8kHGLxGdH&U`8m25RnUJem39$2WR8w-1VniZ490#muj2
z>%|)As_}=MDdbW$JOOgv8q9|*79x}3Pny6y>C)*BVMYI<`1aRQu>0xBWn--F29l%C
z=DBDN6w7sG>+yX-_$h6>wx*_M*<0PQCMYC9fv9j>og#!BS{-l`V@blxGew&@emla4
zwPqtvq62-91B*AJqDeQL26}6ANRr81antD?DcMXZ4?}s<38g{xaun?d4{uQR&|FYk
zQaM-L7GoC<S;(d(l$gsYNfbVO*r)N_dFZS;?11@xiVT^Ae1dUCh4yAH@CLhwsf>Fm
zmUT7VDGSh~tY~{5%+5Wp^YM@5HUgV26r-}KNUy27m=LxyznO>1K(26YqUQe5ZIHPT
zV^ALa_o}p<w{T>n7Av@NmP#jE?^B#$;=IVMbXylJ?D<%+QGmVXPTECkl_6Y?%`>|H
z0)Dmk^1Ze|7Fts4@X!xfxy`jrU<T5Dj;`w?ay&iN49w1{K6%ShFFJW0>vS13mtyqR
zOz-bZTv@_8*rfmIGH<mMkB^$YV5mK$S>sGIX-^rnXShAxF!CouqI4y9=7&2LuaR*@
z5;+vP1!HB(Zls~5tcaQg?4z)pDX2RO`I^X3(JtK|ZM_@W*0qS(t4XAHcA$O1XerP7
z^eUy*@p#$V?Wdkn%fq$Lo}}8!fZB_Ui2ggCJT3k8SH;9PnlfVnQAnj62IFIlf~Sl`
zZ;J{NPnP(yWIY<S?CeGSWq*DZlrQAV@JRN(xIY^R7oN=h*6hp2yms+!DTkmtm6dG|
z{5R~#vaJ3&LcYoTaohbY?_ozxEyT=+R%c_m>!(5WlQpw$e5A{))#ldv2f<`WDv|5B
z$AEyZMVwgcv-muR^alm)Q+AYLm%N+4zrA|D6)rzukwoL4vUJJa&A1Rn8*p71eW9b`
z)9c=#I31db+kM}-gDI!9F_80fl@<oxI4fST9a1=#Tz;cpnna#n#(sgDT|K~88(U9y
z9)eb7qdkW9E@{~5W>poRBP9vYq9KU2_TRcZPu7y`yD~Ft=CFm_DjqyCF)<PT$qexD
zCQ>o!lOrl4HoQ$C?HBiseA^sr<7*F-dq`x?%_z1_c&;Z*&j=yESKh7Ef8!f~GAv5|
z((P>s78dJN`jg{x5sBTRfBkXYfe)*k2P2c|j8B5G)t>pGGRXVb#$QF9(D`|t>DHXr
zJ;~`Q<4qE0YMlmM1EQ&o$)msKC47-fTY(LpAc(C}b+M9|P;*r{-0(#;=f;L|@2e>Y
zX$}W0E}B3wgxutJ)sw^WjTSwF%Hb<iD0ECrpLsJ_NBZN;#;JydBl=d`^A>OStGqo#
zD{JJ{uk}ph$h{vPAz?X)7^w5*ef8zg<6{JH>ynXXO!21y)W{G)-hpt1WifB9H!Y5+
zk2Hw3ZWdx?;H+NHHK~#0=t<{kovY?OSqpTY3s@+IBcC;mb3s%3*>p2o?Gp>)jRlrZ
z#n~EgzWwB*FU`d-bh*x7A{o^^0jpXv0Q&wgM!~7O3=K^qqsMFSreE#`nLiZU(fE0j
z7=?LQzV7ms2%~dK>q*dU6T}$ovfgoiK7_!uKOUlI8!ZtCFDzM=O%3Mk&;2s3P*-?t
zrSE*lV9ndqr$%)AW%%{7P`QLmQI$L>g5c-cPxVG62ap{OdXd8{pJCnGp`KA)O1HC5
zIpoMUD3v=ciiypl2xAeB@YUmR$fsX3aLf@enIB7)2~uiqkiEQ0JAZQxj)y+pn-qq(
zc>!sQ=i)^F(#kDU?q}}n(*wTL)-#e2B_opqnH(W|Xu182oTF)LXD6|v|ISq+F!7t_
zaA)`1nvMo2X6zG7*Syfo{rNg#0LJdWUJUwc3n7o92;R6L&0)8_<B7u0XEd0%tdoUu
zMAK&d!j-)%|0vCR;1`y+LV=E`$=hS;Sex@LLtGw3z|;9GcVR{up}Rh*3+DcM5za_E
z?%|}vRln2@CA1xWqb?<r>+e9}xIk6W*Ed!@p*6qVT3qMsakxWATV<2Uwd8>U&zJv_
zc)tl@UtVuqPhj?e5;%_?{dyn49BE%-Xv0`LqBl!*^%p^ej1t|gJ-0t6u$<A4+~sb5
ze&mMxXZ^Nr){h3{S3T{sbqEEu)INW;BoF$TyVv;j#9?Y<LH_YCFd5zs{8491-(RyU
zY92E@u|=AuT)>+mA*FI*P%Egl4S~D*4kI5NHwd<F25SEfS~`v)kgLE6!tLWNMgqz7
z4>8nXTK8TyZeS*6#?4nBl(S~r;A3Cf<$b+j=HBA2e_;ivDI$+tDv89s%pJI8>v)M#
zwqEfh-qQ_sSDezc8QonDn`_(j2m@CKLn;y7GAg(pSKjWPcQd0)tZ4p1UYi+xn(n)h
z9B?(2_kFo+*H^l+v$}22!w$v(x4~-!3q?7fj5o{gk{6Pz>#%HN)s#Jg^ueUM1D!cY
zj;#0Zh&Yg6k;#*J|LrUiaJ-;0pKXweP%;GoMIy03_O-HE$HIe|W(Xah)-R)voIzbM
zNSL^<`a)*tq(=mqNk}Bc@yfW(zaCDq6Po?uzPIJdS`C%xw1OI(BTo9u4%}_PzvWXY
zgs8w#zVc!|{NUSxp7<<qQMCG`4R2SEv12utt6GRuDTchZ`oM$(maRkh11H)darClO
z99PQZ5x9k||6~e(cqHROo>Hcib7gi*jm_H^NV6|EP>3+#>-*uFWF}WMEpTNF2|RsM
zq%j^xd67cU4Ig&yc71|H?)zIvM3*YEs_JT1O*^*61=TVRkNFt0Z5bZ`;HY?M9%<<M
zY?%mN1PeAfjuW_g5xyvrS=%mNHsZx2z-K3p{9jC9*n`f%=%}o>kI()>HPwrC!w3fl
z2QY<@2zjS6={DORF0jJr=;~T5)zJbBt{LEtm~$ZJ&g?GSwRL<XNa<)OosB9nz=(;&
z9OQQ_u<ml0%HEE+lpu=se%dsOlDkLA$F$|cirf?HHQ5pAm=FrmYpdAjvNM*b{n5Mg
zS-UTCh7bWKoM%6?v0<nU$PE}PkvC83pr91YH~iemZ3H(<AkK5^UMwG93O<3q%^mG|
zvnDUtP`nbHkd`*|QbMll&D*b5eS-%SFhGR=k&qA+8Hon-A3BahnA`F1<^Br?cX()x
z&!Eu>5OWr@zhAGmxK)Dgn-m#7&Td|M|MBL5aXx0CN%~r$D<9*d6~g(YUCI6ss_i)8
zAR+=Okknw<8NdHgloGRfvAdre)PBDKbvJ%GPf+OAwi|K`kZv-Dm{gw+O26!x%MB$Z
zCncMEfh+-!s=J_G(Dy>G&u#))f~94;9VE9QlK6sR5_+OpSH6mmw+}xj&Rnj_Yg|7{
z>;AWm=D+AMF<IFtn-;ywhAim*zLdcexZ}mW0#w;$dTm+=V_;2BKI>JjQ-OI7{R(sv
z4MB{Ou`*z*WpAIq8VK=<p{M6z8cOHPOuJ_A$$v6+a?<p>yQ*igpfXSA4qL3<%=W67
zumUTl)G${ABX}7IFdj!)UXTyQ3h@G+9)Q~k&5-u!Y%&%NcazrjH|MS@mq1N?jpt|Z
z<m`vZ-z=+g@>JfuAWX4A52TWy4DGuoSLl@|0EJRHEZ$IfCBAU{qo(Y@+VuAJ8nC?m
zA}wurd%D>--k`zoBCW;82PVwarzk5`SdXO#x>q#qVy{WM4i{S+8I?AC<J6SLBoWZ?
z7FpZuQOAlwL+S_f^DtQsV5V|}%OTBA+QDR=y&?}9)j!TYgi)sMo-KCVB7&627i1Zn
zJ@xgT#F{-;U!{gDf-0*OjDXO?>>{1CaG9I#$NhvF<V)6D;-|g{TAe@T+P%(_sr4Ky
zDU^#)Qh&jFfUzhx0$kofotCz7tarVA<td0mE!%0#_KoH3LX#8C)YKFp;sJInlup1}
zFf=w+54Fe!q@Wku1~)eWU^~mn$r-k&fRjnaEsL!XCTD`tZ5b{><8EGA39O6gZW~ZX
zjq&l0C{kH*P9XWLt}EynhBac~z9t~lLE4YmC*;>8rM)0Tyi`}5eLeT?p6Rewwe_PG
z_;%Mn!z6d*U2+DzZN)X&O2_z9Uy!iSU~!Z($OeaB-niM<vvAf;4Yx1*#q1Rs9!^P5
z9|;&ie#FO%0ltQ_n;RNFzVvTBp}@BJWN7$KE}estgJafJPe+I3Qy3-$$P~SOeXO3B
z=Kq?R4umKVq3l?$jiSozKx|FHdW2yGE$W=}&TllDPdK<B4v1$7qE)t|=J?51u&`Dj
zc{{YM%$<<mdKRLQF}GoE4~*CmBpL=|Tl2S#shw?g7Q%ykh&Wd898=0Ao5Jl9EUk;%
zcw6>Zyoc<g@Oh1XbYuuS-H#OlKz(k7O}x0}#qreGG(@(3;CXZoa1wxZFcqLSUwlt7
z$y7B#fq}><DBos&$-RI7ezK|dk@@8B6%+@sDSiI@3Jsqj7qDm5*(@jj{{4Hn8L#lW
zZVLscYK3G?4x*WBP(Ib=v2JvEbBv?Y(F|Rg=y_70k=;qWR}3*%8E=<^;{N{W`g6C}
ziKrTWk>Jnu?QHAoArY#L=z5l^diwON+FYqIluJw0{Kdh)M$mA8{MveqJo2<8t&efG
zm<|Ds&dZ2HaR9Dzg6epHi<ALjIfcKY&c-Wu5#Aeo&wtQVY!{0Q@l*nwa6hLKnZ@&(
z_krDmg9E6@luS(Hpf(_$81&mS%e5QMXO$I_JbeMK1|A91_<U!Gfi_b(SEZy-25p|)
zDGiHPq`{W$8N^i!tO(Lh(gz-<B`2MPpzS<Ir*FHm?nj)B?yvpjZa}#wSwopFqn!gV
z!sVA6PblO)&yV^?O_g+UHlwC<KU9HTvj>Lnh>uS&T;AK<>4G04t5R+KT|6V51JD!T
zljie@5I-3ENuJXwcyiW*YsI;2y1ajjkrz}85cud4`BU>V=-8yBV+++rLjZ6aF=HA6
zR3(eK61*2N1qerQ%Mf=#jvteT-z*Ua_!o-Y`MES%oZFwT`(4#3>O+D9qN4TO-#Ici
z2gtuIaeR?aUQXvWo6j|k!s+-nD_ZJ=opT2Bn!Y_g2n$aMofbGo=rJoh4cHd0=iEx|
zO5LXlr3iFLEUz~PgY!`?Z;O#M`x!(qKR?(E+SOg!X^t@}ClZGN8w3?N_y9s&tIk|h
z<frf?u&a%YjTfY6bfr{OZ~@WYXsOPEfnMM~REd^JFL<>D;)(l=o%t7whj(r?oB<UH
z$g;5`Z%7D^cq_($coFN2z+<sc>cXo1_Q^5FFVvyP>>}iv8|LpLbQoN{zA@E;??cfn
z5Ab+~LjfOvnWkaoeVx!}yiBl5YC58D{C2u}iB2yu3_I}o{X-a-yVZ7?t8VNoKv~xg
z%Pi9lN6WtuEibmZ;Ey0d28OcUqoMh=>UU}Y(X=S1d|s}jStay^o&1&k^Wz+US_mf(
z6CcINBqd9lw9vrFh!6{?g4<HXEpR*j{fDmJ@YDN~^QH#w)>F75Vvi}eky>jMj=a~W
zrfNufxAwg0#P0F&z_Gl9c>W<vx@H+%B1#YBP;EH7VpR)t#QcC%JEH|pX?!iWd0zI0
zbsc~j(JenxN+f<kbA>Tlb%V{+?z0|x06N%#42d-U@oxnx!0hY~HzeSzjmF=P_uqyS
z1Icr1*`tV&Vg>uj?S#ZTMu>Tdk%c_8c0pcY_nt!9ZAayZV#uzUi{DCrw%&B>wLFpr
z@-KKMQaxCjg=CW!xlP`+j2G<vf}hOuMf3GLbR%-tc`k0m6Q@mkc?wLn3`oOYnDV=f
z(@c1_+k?egNBuz}5(3gVxB897g6!>$4PxMsJeZ|*hv3~F(BHw&T5eVk7%Xx0M&ONl
z9$;qA?+refY)))dhjZAtZ>wapYRX#kfVzN8_W3W$vJg@^d={}ANVV1cj|XJ7D*ZSb
z!;ZyeRpr&Wc1yKe6r|^ve7;1_QM@?vr3Q4FOlCx2m&G*B*74YYC9F~lo-$u|vOW?N
za<2j^sZEMI39Oh%X{msQ^-wIKIQG|p5B3-R#2XtT$CHwT(E1;Xx{!*e=;pJzXU5*1
z;&jtbC1Sur%sp2CPta)GXuQ0)`$yvD`!P^~K)QCZ0Af$s2c!Hwa81R!o5@VL984om
zW0mpbn`X`<HDDLuBK-4MN}|QQUD&JMEXttSsQ+24laci))8*w+y#I_apl-<0IY8c%
zVK>}Km}?~I4rMe418&AJ<&!qC^#y_WK+(uhZvGC@l~o+5bF7i2JY5Ir1CZ~#wHV=Y
zv#kU@KVMUT#2Ie5nh4Y-!Ist*5NUwdYv5hA-hayoZP<z3^xJ@Hjf{MvlP1jrtlq^z
z_zZEe4ONl-yFD8Rs91t351r-O-|igmvyJkrcOvmIfofogj)#f7mazR^J~@`(L&-KW
zBEHKhmaNK$zs_caoVI138+Y6@urh($32C&lRxrklZ5*g--jm2xjX5G=Z{Zn^D75om
z+LF|{Kqr#115@7UZPjB`E>5%duds&3Hv6d*36s!D+o&}7-hYhfE>^bR`L5GYXew}<
zi|&cmVh_vb5|3kwyL+q$)Qsl8QDZ7YT;wkZ^b^Uyiui7%3XziesQfY&cox|5J7K@z
z>YDk~RS-0fp@k#NlKsn9uC)Fx>F5;F10*kPdE07)C>X^jMc|hP&en3E`XH!bI_-?b
zs(QS16;T_w_2`@sm~9QlYK+Kx;q>XHNtM5zYq3mfS=w%NZXu25FvIWmM{gDv9eTyo
zFVR__VHj*nXbRaTjH>p5)zt>yvLou~7+hJt<&0R_mL$Bu_V&mSu<n$Dzb)BQZ{(lL
z+ZU6e3^o8S>h_+b1e|AIcpY9hSj~>l=dZNtU07P0%xU_X^F9(>HWcOnlzMmQH)7;-
z^pf3V+6X10f1an-{-?L~h$~TK{>Cmf5-dKaS&TOcH)giSuLB}?s>NE#Yli2)rQXK}
zs5sP}Xw3exSUT<K3PLFBz9X~>fB1*P3lKfbIknaf&#4{U`sNPw)N1=i$!VUdu0E2>
z@S860<+@N%3-qg<<^5342O?;0h!b)?I&5}peQyS``J{!hnX$IM@!P4aA9yB5&KLN{
z_nw<zzB~a6pUSN6c^Mbr^i48m@C~sRBRY{veRS(<5@9B%<c@p!UnYN?Pj9zRr)3=b
z#V8Hd1l<2x@c3m%|D3e@O}tmPc-wr-*08>!mC=#;ucWBa>c{$0*rP2HSl{cA>NE*&
z`2xWG{Od)SZKJ5|J@awV&B_`{qccn#If<ztN91M$X5~L~h5yfU8TTMUd4v?PIZ_hS
z&$eUFt7Qlphn@GNd3BoKBVGDDIEYrbueYE6g<=!Z=Hv*V<V*HccD(bS@O;J6ek3mY
zE&~XoTK7rA^jofCkoNEImn+UdYKDZRB&4NSEbl?LtbjAH+~UPnRbgM)EQQ>)$1h~I
za_#^Uje$LeE%P@1U<0?T;snJNr=<s055nfOE4#I|^+igmt4s9hVrX=<7Yt4T`W50+
zQ_cCgSXp1U=}m0*gzZlkq5&?TN>knchKMfn@gL5sNu`1vbTFS<o_+6wg8j*T<Dgi=
zI`tT3rGNo83j(AyXHB-K)YQOp2N-;`(M*&CYEcP9UM9?_wAu8^1(dvN2y@PefLW<~
z_4RtaD;_hE2Unh3<k}0OQr0LU<~!O@y8aOQ%$BK-`Cz#G3k!U4;h%HnbXEGY=t_G3
z4HVl2VTie`DOgzI3JTr>mS%eg2UrR~=K}ou>0C+qPenkR!~emzk<;AIcTrQG(xlFu
zCaJv;Lu$X_PvVbHtPPCDDoTPkXq~>YGmYI*JA;c&qy3~k(30x@rsw<X(*bgr%!u}A
zA)hE~xy5j`d`LNy-Pwcg1o-v=LZXbR|8)03_~<VDMV(S@{a!|3K|BcN`pu{nO(ffV
z{D&`;fuy^s%n4+pe3CXi!pfXKb5K%k0_^(Wmx4Y#Dyje|-rrMGF9q%b4j#{|gT7`L
z=t7MN8ldfiUfM2PD}W9W02;&m-~ANvJz<-d7Lx|F$mufalf6qLE2RYP9;&+V&^MGj
z-$!Vbjcu&_Pwjz1@vT5(?%ywZWTUCDmF;xk)zw87pI48JPP{3OnEC|zyH^<lZE`2&
zAZ=Q-guY%kKc4}aaApU##{wI#<y;VG+Me-ITg?c~DjCrFX5RcdyC%0=1~u_FUl^^E
z?-ObcDK7$sEt8kJ9$As)$U)V~iC+Is7x3Bus$>GS9Gr3NIT~}T|DyFvw?t|xP@lmA
z^)NcQp0|HwpCP4?P&Uv)k(rrE2j#ML?|7sp=dVgLkRS5DZNERnV$1jjNIn%x>~z$W
zqRFw#AUUB*ee$OZ^0%C*nOSHtGScyFBVNW9oKug!Ld5Go&b0Nrj9DF=I>&mkqAI8E
zM#PW-Ak1#EihHfUf+bR=&NAWR9@EZv|7MF+X^gSV15=N0a3crlVsBB{W?5_2u4^kG
zGQ5mjGa5KeAzJ@pM<$`0&#FVCi5HrQNqUuL-N7h;ApjT#zuWP9K0c!SsX+i{!M@nd
z0k43o;Q!W>qRcy%WZquyv<R$HOM?$KQcYd|V(rGBx<Ia4g*BKdEw<IM(EIopb3%|N
zrCabiEsgE_(+2#VMWe5e<I|14gxCA?tK?@GmeXGW-isF_L|Gk~_8b9HRy5TBg9HO8
ze5n9UB(cs)M1YiHX{$R%6}$n})n~U|<f)NE5Ttm_`+KH3QF-coUDiJj>?^_-5=mQD
z7F|<Q(|Q>c4a|Q!w_Qv}hcHkvqZ4yQWoD89sKsKs0OjY;pP&mMlf30~{%AIy380u5
zpm_?wV~WvkN^Zs`5cRkoS-<nWNhVs(9<2<IPMEK44<;8U9c;)TH4+E=xVGWvJFHi)
z7RXy13s+Kv|0GG0ZSIshT<WsNmxndv&6#_&K$iu;n@vO+9S?hH!fCCpY^5<}aGhgQ
z(PqoSBNuLhu?>-KoDCJG(yRq6mir&^4|NTe)iNCCfU1!AUpc%csO0~Lrktj4<+}8d
z>?=LwuN)9Jw}W=q-g(pjwrDB@a*u)oV$J1DVP+?Qey*E8OW-Wm_rZ(sU1)KCo$Z6)
z{;Vg2g%*^?zBoCZ<%@O<@t*g1S(Rls+vqWUA?JPUXQ^APi>DvTmHd{Zgf90Vf4Qbh
z`%8AJj<-9M3xl!&MyWge5(n@h>p)p6*9Dq6_LW{Du(0M|wR$+^o#HBB?*j-vz}^E`
zB+QoAfZl~<X8m!XoyOy!xJX)17-&BVfJb8UI5$q#fELi=;gd6yBfWzMgih<T>>Yi-
zq@2<2p3RDu5>P<Blmuey4cWs@2SSc<i%Y^)ie1atlLn=6%<b)&{bt}ptbnh8;a_K=
z)f-Zr_6&m&eLVqt)@UDM^~Xn@zWt~f*=HZV+ULw@&D5#fZ(pF4vS0;Zx6RLunRBr{
z-t4!wZ@RS5y#v5VRtP-)n_V2W=yG5`c>)cKN|b=?4)pIBa1hxDj==yC_hQ9uZ53$o
z-i?nU7tU5I*Qy5E*_J>yUTqmVW+;?Ub}QDI*c?cIJT*tP+SpsR0&gl|J6sQs)4M$u
zpJsG_SlbTWdA(yLvDnSC?bBK1D(f`wwGzD1Y`O6xo41e4=Iv`&oG?LJ7>2H~i=0e;
zynS)qQNpIDqSHukWf5V>tgk65-F$WB8XfQ?naDRc#jz5c>4t3YtF%MU_JeXtGVR2R
z^MO6{pQfqFJaIHQREUd&q-4VXuJeu(xqpOQ->k>Q!?Bjp_+MyvKThIHMQ?72YqaZB
zl$H=)GvM<UUd<M>`4Jlb?Soc+>hMK?Y@?Dt?-#Ln)EtJpI>ztGXATZ!UR>Ta<1EYD
zeJY(|%ZH+8ADvo94_l0JnO-PPOSWDOXcz1jz}c%0>bA~77>`j}iad$cdr&A-YrQb@
zQ=+NanQ_V`BE>a;cAj&^n^^a)YZ}Yh2`$CM;TM`x3}`KUErz>H_TSxHOBe%MmgDK^
zKaZA?NFql&K?bm?vVaJa>p1v<(qN8`@ZorcwgKT)=LmDpb}WG(7VPzLlF1I2UGfCK
zYcO-We=?({pS9piX$fJTfO5xH$Th1i9_d6+S?>Tz>0<b#(jL(IV9JT=wxY-FPJtRr
zrOFM@g4aUeYFYWAZjT1WnTXW%8}%UjcOZ7Ag&KW08vqp*DhCKkN+V+#NPM!FCO=o~
z3un>iMi^|CsYeFNwP|v^JcpM?aHtan8Y!3+b~!qpnn`f~Y*Nl}WqZH*IdwWTAM0TX
zVF!8wmR{9S`Wkpg59x!D(a>&~j4iuWF!kbbs)Iek&PtwCL+i-$On=b_0Vn#|X<nF=
zyqrW3Vn8Ru=!^XQ;CnGAA|>7=`qDvbS)GWx&_>)G=PyjadUv-SCrp(;HkI%A*ECu}
z&9CtXDc^guGwnEiqR}Cg{-^)|N+cvE8ef>c<$d#XCn@CjhcYeu^&2rj7b^1gim-F_
zf$!W<3rbsc;<Al_Fi1INl?m0P4_VRFZjWNZJgh#XEm_dz+meUW23@F*tI6WyR95<B
z?L&)<UgHBrtIgdy&XSx#e;d2~Y|?3TaNb9k_!rQOuid0%N~l4@F?Dr94@D+0EoUwR
zf6A9oUFjy;8YSfIJc(r9Df>=@A@KKO>v=>OwNiW(I-!BzL$!Cp<Kt$2tZ}qebSRDm
z%^&s-tYrl|$<nFw@wSsw*?Tj~&*?oN<>gc$XIsTqAawQ&1vR#8x&L}(w~UWwla`m;
z{UIKE3JBUTcVwo!CR+y^!-v_mgwvj1{#nwJUoX(G51;83Qq-mBy#72o1KZDVY=mM$
zZbO^hIu7?eQupV_K#v1*Z|pU9c-!`-%Zp^@Fq)i1JT@3IFZ4AZf`d8usuBGPDNc_Y
z{gsJX7iG;xg<l7N9PxJ5mE%P~e>#4eTWMZ0ItJW@T6_^eWv%1Plp2x-D0V=#4FrM!
zH<HfgdJHgI$uF~&%$8wd4GyWF-Dcwzf^Bp@F!r0Q(5<q|$&_zV$g#9As~;TtL5pkG
z3Y)?-WOKAUBCwNpqWFz~sgr#I*LxBfE5+o`IZecCvC}gk;#}uyfrzt3X$`pzI19cH
z)(0;)r6=suc<`Q?yd)+3Z=yk=&sG<Ht#2+ON(gi?37ZI`bcK>np8jI`i^PhIn`R^A
z0@{P`p9}c*iuSq1&*F+DKmK{nrFLEU92>bY`?m{N&f<tJnn4|8f}Qt>sc?(d$;u%L
z8ETU<D|sO#z2H*y{j1_~!E+qyK??2CB<M`hG9uz`s-wH(euDQsxB&*;LNJ)w(_69p
zZUhhy&gT0YZq1>RJLyiae*no4%-11NidbG!u3JAfudGd2V~;GU6q76ZsY<=dCb{F;
z`7ai;ct-)E9NjPmKxjoM$vmE;@x)6qIP!^vQHm?EkM0I~?>6gkenRFQ8Z3~iGK*cA
z|NUcB)Az7?%VRBsl%HCewG4u#-4F_h7~}jlVY77)kg`^Wrv`}M=mJL&ux2pFC~aX4
z&Fy`<l$M}@a~AE<*7`F>J!x;0S{9rQGXEjN7yhO-vn>^eKaA{$U`b0F(3S@C0?xE7
zpS&AW=5FJqn<YQB9=9()`S*V2g&7AEG`m$MbE$=oWtcQIVi4~*k&|nBd93i*yD&Zq
z)DjBaeO4PE9FC`DnE55Dlc^iMyPn`z^c?u4GuSR72=*L35zZNp=1=img?^mK95@s<
zV+Rht%n?2$kqm#X)<uZiacpCU1iDz693Wt9{J53W0Ma51KnFy3Ogu(U8SYR&XJ~NP
zzaE2fR_?0NMJOr%lT&`On{AwayH$7!rcQ@_jGWLhlN<X3I9-BW#@c<@HgsDxgxnkg
zigJ?M#@f|~_#gMkc>|=Bo;U_?R;cK$K1(cN0<kwWAM5T4sZ9-O(z-}t?CxF>bh=aM
z_Pga4AJ<ywZ9u6!&^P&7Dr(NTRH`FNd$89g%zh630h}jWyBq!G7<Tol!*A_pVA>Dw
zJ^)JW+={fgq9q^<(MvPd86xl`d}2<9+2C#cVj0>+A!8-7Dl^98p)|g9a|L#kwkpRD
z#Yk8V465`7Y_udKx4RjR@oy9qQd!}%-Mf!Jg>{*446SF^VIX@oUiEmdZC}t$=;Mo3
zZJnZ0S7wds?>)g$bPD=gOwGJ?SVqotmRDWMZl+*oPC%ijK81`k!!|Z`jim;M3(G$Q
z0BG!}!tO#RY)_@KE$?IB?_-qz$ENxS*^(crsoy2?Hvx1A@U8h%=9A_ejZIBc%`R4^
z6WO|lf5nj7Z@19+od5Wzq!5sik*zq-$h}k}Jz-e-C(EUryAxryW!)LhOwEXZu5yjU
zpo_Y{kNpNte1^-i6fo_D5aepI-=515vfLaqI;EOTw0m~8S|nsjc>i?<UOS}qD$Vhp
zW-<`^;Tq`G-X8X{!?Pp?yjIt??-x!=1q{}_4cS@O`(H?+Q*cwqspIt)=c5&g$6w_9
zlegt?yQm8eo=6R2&C$$mzTt=%LAFG_fJ$`OR+aMC_Db{dkL8Pj6psbKV((rU0D!v(
zP`@$IWeju<|F4+YdKu@<8)OWOLco*;Bby_X1$b_&fM#eikDb>q?NR5D5t{)t%C~IB
z$O^)b99ROUFr{kchCnB`_Z=jqv9a-V$*NLyHG1AaB0uxd!@$=vbhC@Tz*OMD{>-O7
zx{JaqD1$4BGsVf#n6K}b95y)?qqg4NLlpX3el=hBg$67lj<_5?d}b!DMHxfKcMX2N
z{QTpGFQlTHU~_~SpURPchu`?~r<10(CTMBP%cdFUGs`|X6?hhUWLD;r>sl=iwrEeH
zuR%s*e@Yb%W9GO2b50p35cm==yC+!_A9_A4A=aA=;P96)s_QByE{PVJeT2LrB$NVr
z&81{z3xMtq|3k&&xl#h4z20afnGr;`_fPvw+mQ~?QVItT51R^ze?W7%!AoD@1bG3M
z-I~Dec-9Een)YY0w&<u8U>uej>|(L=B93cJmm6Q#c_4b8qrr$ypw|g+oSSG$!CAUl
zh7P@2_okX*lFy1?)@n#D#={c$>Ur1L?RzhG{XR#4HV2EG3EoavxTPmzmwBDYo&F4d
zyR@$Vta{d{HSzY%`r{QT91!Cs3yeMPw0}Q{wSFooBXt=ozEl<f-LftpeizKR=?x5F
zetLlO-)unNOF$Ct>gxiGWW^t)8FK@7)5X3A5{{IlXJ{|N#d-gK>>=3LQ8~rC07Bri
zv2lTJr%vkMVHK^KSIxB~3T(WPw-Wi7ZcF5+7ZWx7e|Ix}sxp?%(FY$Q_@0R`bm-fn
zVT7pbCy~QN%;zx;-CeNw3XEpa=WtuRqoLhb@}6%$7}sx)a|z()YV9go76$sjkwn&$
zeLTu9tm=NR=SeSpRcBo62p;hB$dn0{Y2<BYZQ3^WUATY;n79E&=->dB_vqlVM9Dg1
zL|$Sz&?*seXnp$o*N>&NG!P2OuvjIS{ag1dS!x`_pnxoXw>PAu(NpFxP5v;}YprQO
zcXvznZa5ANo6CU;(C5vXCJS_xv;Gg(-a0DFwrlsjX#^>ekVX`gloF8=5Kt)vkq&8T
z=?(!=KtSn65m4#w2I){*x<$Gh*1UY5cfa3S<6CR2J@)?N89qaXH}@6idCoYF-_&oy
z9X$h3z$NuBu4r|B7f3D2dqhP=6N>gIC+f)Ay`8pM_ymVupxy<Z)hF}Hhz@?&S=e1R
zIxOSRoZEKY)oZ`({O6`R?W~!f_j+w~;gNO?yRveU$Fo6mM>aZ4dPO0HWEYR&m&Q1E
z--Vnz9&^o(zRUf<z{(`xyI)$><0Wt!9b9!0byr}mGhTaQu3OqkXWnA|QNg<r;mR#_
z<JB0fRwdg;t1I7w%yq9ZarsIoy+f+VAfVCh;!wGqcKZqBR#s3oGBh&Ew;a6<9aYnb
zD#5d}Geo>=F?<W^We?!xe;CdTRFGfYK|w(Vzk5F>2->|aE4w2dN+*B+eiNClIrv$T
zgiI=keDgcCwbr_3=4J?;e?;HN&Xg)DPX4A6|LicgdahckPrYyEM}M*+x6-U^3wgGe
zcH#AF+da`9%#EosMy%hzscgB#-?purS}l!sc7~M>8Ns6dp46Yp0Ta*KLr@{f3YYNA
z$Jxdf8<6K_d%c6=E9y#rHRLiCx0k-Tisb&tDXgTdvblB4)oy(=X?cT&Py^>X2R+U`
zP@#3M3nZgLz5iIGf4Wf|25$hKfWXMCrgpA2As{y}ad5(c!U3iONH0;qc_9HYH^3$y
zJa~{|XL2mgzq>rda`oz~H*au3QF0G<0njmXfLIp=@Rwj{$POpYuCIqeK?L{>Wv{8T
zgglQ4=;j2*+7`Z)TzF>?i0LPGdW}9c)o4CAj#E%w;RcUM$jbG>CB3-^<=M|03$z<8
zUK5G=eN~<pxZT~&Lv&QWxWarh|B}SU^Pd62rGLs<yL4}BcAgyUhswz&NZXq6pt?@t
zHZ>N9ep3u64rtU!lRuyK<)FXyV)YsbfcbVz|Gx8Cw1sL8_dUa0A;PX2-?gN1Xg=2l
zJb@Ns7s7j&u66U$fIJ9mVq!p;fd@d7lGVh!4*Gz4u^6w2%t&(m*1s(&AwhY^h5-!p
z#%-6>&7C)<>Mvg5@w+Y?)tjlByX;9+{G-Zc!`{>Ed(9w*saBb)(wkr5aW6NoR-N5-
zKe{>BCai;f(R)ZI{Q7*m*}fGeH+qR>cu#8T{I%<8T8(;qNQtIq@>B#BI(CAaEVd(<
z6QUX;xIuM+QO(unCRdKzdy&QY%aa5mR9m*49TzK&V(_L|>qj~Zkv&b*W{kIh1y;u5
zrY;?eApaFr991L;@zosqWUYHy>g&sY(r}Z`7;aE(Xe#pF19S=a=&y5e^>8MaUjva-
z2DnNsCTkMG=D=gx%RtVd(Uc<Y8w2E&{c$IHG&D4DM+UoWFMMR{K;_+K7ov8wZl4qP
z#9+|3ecvApU12#V1%=*RUH+oHiv<N>12)16+OaRswli@)wlp0rSs7{r88R5bJ6NeF
zCbr^2#dOTxR?og@d7DVlk!*5yKjX)yRjHFp#dzNkKdt`k<~unJ-nQF)386tm;dd4E
zwJKk#=<Jv09IZ}SU)1CYh8G{q($lBM6D?5m!trtsgSxW3dpt2TmJnUYS~>)W9bZ$_
zzY<sLgx2e&z}m#bygY~f-xnZ&t-?n|0OF9@Ag-DzAio%c!U*owD_>uv+`nGEKe1br
zO~t`YQlS|&^V&y}FID|qbA>2x(Ae`g<HqLKnL%y;A2(PSVnu1YlOjj0s>vo?@z<(L
zwFWeY^Tg9_)RbMo$~POzc;idI@}&^wTT_c@Dp9pn$75DHTE|ywX+O~0Kt6h9(n^@i
z-W^SMC{u1TJK`<Gef|Sn8=EDeXr`pSudQ9Z8l$~DUySbEE5w1YU8Z^ws^SQwitG{{
zosRzaTwY$@rBW6amT2chGPY;KB12}y!BqT#Pat)DB((fNDhQ96Z{)JDxA89tpY&#>
zupX^&C0=%Nb#&|Y%X!_uhd;lS>!Q4s;!c_iaEi|lH%3ghT=W>+w=V1~DgU`Cfh+pp
z$a_&$Bvd`7JbT&__z%A;=DE(}x45{j*EA7Tdfj8_ePJJ5W{KJNDT8EA-Su&9L=QC5
zU`xv57@v>b>)F^zRNQ`W!c?Mj8vRLEUt@<ak}c=PqcqrwKlP(a)Wu0Hxd$hR=hqKk
z{d#42sN;fgRrP!mJ%9bL;sW=v5ZWylUu;|N$=3Hg{-1?C53!^}Ib-Gwn{WkXQ>>Rn
z-awm|B}%kDVVtMu_(wdw(V%2uj_lc1d8b`f$r(SK2>w6xG4-b8F<ey6S-bv3GRbI`
zUuDEhwm9~K%Tmk{j7IIFYL-q3k`$8c558f5R(587r5P0bJ8xE=jCaAI5%RCEdb}sz
z5~2H&G1{Yu!C1@u7$XY<b-c@_DKfjf)FWmTy76aVt2_Xwsk!Zv?R>VB=NgUhX;H!+
z6~k2t1tr@^_d|oPEpOoE?=BSj@xs2!Y0@pY(oQRFkt<{V^XA%ulZ*AXo8gs0)NfGf
zTHAa2j`}|0bjWzxd6=~gO2@INtu1&5kj~{v)xHUHRsxdGL3Z?po-$YT%Z)%=?Z26k
z4`^eQc%Qiv=)KbXIK{;xlYS2+y!C*;h;#BiQ^88S1G%V-jNr|-h?@n`<-&g6*0qs7
zj*kM_rS?y@p%*yiI-fN2>97O;hzlBz>H7Om17V#dTOCIrVF(0`s5J|F7HdbBa7gQP
z=PlBzp3&*F83fVKYJp4Kp}Wd%T}aq-c~-c1<>shd2zb5gqD5+vzCH6>rORpEnS+M8
zaIW;F$`Aq02l5Nx(!e#jZ?&-$S&Uo)H#Qh&55X3{vPb<+8i-s9pmKse`Xex-nzxL3
zd3X?j!Sm<O%PJ~thqRsYyEF<|Cwo6i0s+ji17HMRUHe%#$TpYvzmBy$Lb0C)el}*;
z#D4LDnC4>QT@{bn?nK{wgO5`9S8kc}@#MOmdmc>rZsByEpW%;J)aO0t(W}{gHe8`X
zNL3|K$L=@frFqs;JvrF{V&O5+%sC3@rz&9>Lknm~s5bpjrpv`@z)p)t>yy+eIXg{W
z7)Pk}6EwT)9Y~ip(4_1<;8-x)Ate69T7R_F5?-kKaox!-=pF??QdYZv7G3VK_|01#
z>UQ5W+~Nug3QYUb2_Tuu=pn=2R`UROk6e;)ED!`<0WQiH1W`P;a}N+1>kr9=T=~Si
zk%D#$8_g8DNU`-<j@Cm93wAKI%?xT<W9fm2b!DV5V7>M{DJ6vg!aB*J9PN=xC$4u?
z`~}q$aI1QTbiFLy)>c-u+Sa{4X=!Uv@r@T^nrsa>%I_pPhM%Ghe!Jp}6K$<GUi?Tg
zz-cm4HcC!@>g;&BOJF)mv)xN1{2}%TG%hGF@^k^`#?ZR3G15!Lh`P{aW{Blr+WJuE
zL^uB2V8NG{jl)YFw;qIIu?1Fm$DC^z48v?Os`@(9=f6(q2{m@pw2emHo^wf(6He#a
zd7<6f3(4;+bHb($v1V8prR1dMRG!Qh-9GA4rU$CuSE^61QTN^5Psl=-dO!L)0}g7n
zMC5p-@DrSHC5ym!yG##txp8ifqa6}}DC7}Kya840$G)YepJ}qIA?2$jqfHSvl`VSc
z-B!4Nz<G{0_Ry!Oh!5>eQBjfp@kMOkVUW!NPHkw1D)4FaWDgd;pISSHgtzm+CfRXf
zG#CE#+%-(xd~?+Sz8fquZ-_*RKY4l_RxmUrI^pG8X*cJVn@1B{j*@FB=2Fb`e&k7v
zOZdQUmFSW=W#qR;mUy7ofzzO$|Fnuj3UnF7t2L%9&R6O?aBE9Xo4n2s;5RQ%)E39p
z>F2-cDe+*|(y=3{3jQLNT63^lmka;!jlf_nBOjMJCKuD%!3p6@;az730o5lFcc&h0
zYCJFg=5`I#n9)~#6F|~DQsKZRok}7j)1nkQQudMw#T<U2aKydYAPebT^`@ZJ)YRCo
zjl~Y>xV?kEs&>8ybmvMImj>IYFV9o4pL6@iw#IfVOsHJrH<*?XOx4MJX0z>(R8_C<
zL+=$KQa^a<Rabl?wRLNOHQ5!z=x`=;fu0z~jK;mq_aZ}$uOpXSmqT(4>RzG2B59cH
zO2#^+AO?-dz;?U-Vr-(Ej!<l*jG;zwd@6NMiC5I(x+|SE#rh)`g60WWalr>hn6iYe
z>JpXwtKS8xYwE|_62S#?saA~6o1`>kDiuexq4{GR4&aq+4ZeP2IQw=(QgM5(EnG@Z
zFJ-vKqcTs8T_13AR~Z=Yp=NfL`Xq1}v5Dx|0TtF%?~CI<VnGgB`=y+moQAfxHpfIl
z+PiPSdHWKiQO|i|n_x5HD$>Y?1fhI2CfW1oA-j6P{gsJoO%U-0MR8~b!lIOnkxN$^
z-Tx`ebs=T=lWSaVZN-siT$hCK(oPyNgX7CWweo^iG;Zz!lf5p1TwNx1a>ghQ(ogd7
zV9a|>;2*;;i<_E1GbAr}`IF1`EAzcow)<!2vzY>IS0_eyl6tE@kyZtlc?_=3sQt+g
zEKLiOj3#_5E=E+a%Pu76L~P(m&D3p}@HJwY?YgF&;XBiV$=9!<NfdJLzTLlF&C*F;
zIPCO1*>v+I{^(v$sh7^UJaU}fG*`6C#)~T~ENsqu-stD+>)X3zfAz+V2UQyl_~^vI
zxFVCleR+1`0&9co<A9mJLIx@Lk|}^5Mh+Oql4X$1tJ(kQe~6OE=zELY1mTm7#!nD%
zrPb`cXOh8W0I;6&A8z0)UghBEDoMEW5&)4ZpL1%GM@#YZ6OR2*n^$v3TfVe};(z?n
z>dh;7c*MtW^DDzG9LB0@f9F{O#)1M?&#wNbj8F^{Md=oO>C7;hH+maDA!>ndMjzxQ
zXSisjS|xI*kdaKTcy{#JCT2~qaxctZvT0g2AouXsqa|DU@~c)V2^_1Rnp-%Ux_O2C
zi6z*7RX%X8nr3vq^5gfow0_51j)74%sV9Fv7hrc4n|-?mhfmGXAGU(R!iNe93!vSE
zBG~NG(p$)IP>><QNfiS|ZP15&KRZ3%+}KEgEU{#n&+=Eqq}O>O7z`8=?mU-Wzu_+T
z1Qf;}Jx`BlO1jOSp_`bPR8>{2kV}=5XL?mUP#r|&r9SjJ-n4=AsIl8^%_r|s()3y#
zn)-IRwveD#X(6xhegZq2fD2DqxynjK5QSt%RKXxm-IphMPPqwql@~uKhc6wd$ao$c
z<3JaPe&U=_cmL=p4*Mi+;q%taFNzmO&y|hWV%|c4;A2dbXV<TQl*Z*x<DMP-YLBF?
zvJb1QsS0wsUG01C7Km9_ob_?Csf!kxi@AQ9c+&H1^SmVtGKR{KDaBY$MSRwcc7m*D
zSY6LTLP8*COzm5W5pv=r64@dCbyWpJOH0cXj0Vi%Z~gHpe!^y|KlIYcDFgHx(1Xph
zoo~Msnt#`2>l$!vKEYo`dWsbzaG}keohCz`krE?g<C)*TA>|Gp&xgJ(Ks-Ze1SOoE
z%d+j0<KwB}$TQws8EMYp@|%J{Jq4<Y&Mq#~)6@0x0^?2ah;k2n(sJ5QMCoukPujBW
zsg(^Iu+0a8+q1gdkBTlDT30+=kToy9Wq*T4829{?ON%k%Jg_^-|LoMr#(m);pE<Md
zW-PA}o!ylzp^A`_<WeILgB?^J7Ve!7^5keYv#@hh5_BFIV9Se|HpEj;HtF&7GL~V~
z5}hVazCQWR;ZyqbcSZXE^b=1PEvyn9*q};R*E0|bjf_rrQ)UQG*Tn1>yWUx&Z-8P;
zecQ_%cLVp!!ZWr&+s4cfp6f~=y?q14mq7Rr?_SmZgquFl7iWgKW8?3<_<3#fcWUUb
z5HV2U9Go4mH^ZJK1#D2rOj7{jNh%XcS4@kLNAqo_C0+suHQ)2p6};*uKgwPjfc9Nq
z2w@8$iR}!$pk&BaXZfp$1aMxYE-o%5jv@eLM7V!5KoZagMA1yis1+&vNeT<ssHV0;
zO~l~*>=d0iUckD<QnSP&7GR#p2H?2QYx#?hgo=vQkN7G(yByR<wV^^HO(SS~ziM|-
z6P*~Ug@v@%`D#c?=?68G7*UT3P<|BNaa@T({&a>)aFao($TPD_v*lx#>x(`3`GGlb
z!1|OnrOEm`o}HG;S=!iN-V<WIab4<7Tev^;8y>{}9#MWH;+C^oK^{b0Xo5dI%ar@I
zuWhJ})9tQ*vp&hXm8+_$?hia2>7vuBRelxuTXFAZwpWvbQk;A(UQh~n*oLbWcs)#e
zHvagL<IUp_zlCyhSF6`gEKOeWtbT?l0i?BW^7b3yTpiPKA{9G5Rpu{!_9TK@JiGOU
z!h;7lUQQ+O-*H{ZZ@F)8U$lAvsGC4dt8ys_Me(?}xRBj4-|O77(wv!@IS|eVJXrWo
za&<(Irx*yL_7PfMsF42n{E!rgy4Rq9+6;)!`(|d}EWI2ZOMVY#$8YTKQ@|=iZYp?r
zentssKXc$VC6|cWbt~+xD+H#Ac<>coX^51SK>0sh;`FD#ZLjbmK0Yagc{Sq>z~5-%
z?GZL`JL^*vyKoQAtIthC)k^o2<0pH5cAg(3-1<m{-o&9Jv*M%>cg?rgoIU8qMQp|i
z7a3gL$ya*i1~QDdEy_xk@fc;lFYRItRiEzJMmKk~cU*$dEFVivl7cAP=Bq$Z^VNm*
zSgts){xQdDxM5ADl{I9{c1sxUk?r9&eBzk36c*HahkM^k{YUi4C2%*P|6pmf5a-$Z
zbVanXGEOrSymOzPMI?Y#Lmc<XpEJOCeqVEew`K&meq^~<Kt&HgvRvm*Z!`?bTYC4t
z9)t8wz1()5EceNhpZChjHxGF>fl}K@{J!N~xD&Tvt)RewgS=O_;=AB)h)GF(>-89J
z-h2xJJ_?~p{d{72dPS)B0O`17RqS+!^!@wyI}ji@4Q2lx+9)0<?;-!#*zjyE#UWSX
zaF1M8-0XWJk?IN7)>eun&Tz4;XlURE((s+%Px7~3K4T`WIv16TXO?X*uV~23Z8+Fe
zO@!TUuHR69vAJM*g%iP5cugJ$mmA3WpV4L=0+Vo1PQN9V7S->R+0*ZqzGXPd^3w5f
zIJvepn8cz<br)chxJt~oZT>yf!|Su<V@;@NAvI0Wk-ZBjqT6m^f*uP~AZ@OG2O;py
zPtOKk<n$F3)~Cj$dv|qWI_>k&=L{{!LT&^Bo^O2}KrP;egnT#ULqv`!sLTVdg%c6V
zP5iIG7D{e?Kg)C2T0mx3<dzM%%VFDO4|n%FE?aZOV=uCw^N253Z=+&*P~StjitJ{k
z@4Q5>s+#&3z<PEyh@!)Lq(uh1JX93#?l^xD)o?i}otKs<y8S9%p>aJK_DGcBYOVQ|
zgYA2or}N1;Cvq8iTZ$w#tNpi;HrB6HbF>Yct*Jx8o^6W&lTG_Q_Wj+6Eg|>ATSQ#0
zG1(a<=o<&wq1&~`=K%rXI2pVOeO}^Tw-bjk>tug$adWs*X~<{OSf$>0M4REsd-H$G
zFh*FWEGz-gy#Oq;gsJJ5)hejw0tgt95t<I=(8B6LAjGQf**BHb^UQ}h5$3M3@xpFR
zF_ppb&%!Y#PaFoFq2y63wxT}Jr<LZeG-rP~A-WSx&4P2REn8=CtM2ndn-*Fgy}e!k
z+}hVFneAk^@EM(*`YP??``$r)evHH(M<{9d$(r|JT{FgxZf~-X$z&VcftNo8xogIq
zLxes2qV;u@(Co;FB{pEelsgP&TZj~s(NoZq@95TnBw*8KOAqQ~V`qn}7I*V6SesaT
z(w?w!wNz!H1HasieV|WE`QNS~+yB)y#G8lpKUa7cyB!w?a&?oTybG=;H9!x;VVe#%
zmHSdsXuVnLyo5A&^qdgA8^k_*roB^CR(X4Zr#~c$aBue|xt98q8OqKrG`zyHJ=IX+
z-CGav!&Ij=m}@mRw~#;=-o#YPjK4^UqW8o_o6mGad^Sy7Ob0J|6j2wejcz219H^HY
zdkDpPeo(!nI}MT-19D?N(}UXE=PjWBBwZub$=SO>79AJfju?obGmG~7^59#+d^_At
zLUG)BmQm5^*vKBef*8|*6f)=tz1^tX!Z8KN`JZ&8rIUJ7HSoRzvN<p_1NlipODn<B
zEkhwut;Sst$i(wsGm=<$Pr|~8u?cBfAz^^PULjV<c|-5@#VZZazsgZNTbCv-%4gs=
zSQ(ZO0zE~<Wz%8ez=#93X!XLmSxF-C2M?Na-p4`xSdW8t_zMYCeIq`EdtR4O4!I=6
z6;<1P>hC+~b3VQ=29m>yP7n<cM7x;JYPuKgGJ)L?wG+J3ww$P&q2l{&-YQh-C3UFv
z9Oyu7*jFi`^|5rcB)4*hB=MO{33oh8v}oIYWi1X;#j+IX0njdg;y*qfI1R9&PYXP2
zL1Md=;e5bZkIeH%8=f3&7MTqMu8x-W!O@LPK-C1{IVGPdF;uh{YL3?sb~0qk+;AS*
z55-w)$|g)W1`2K8M$hv;tD4B|RWLXE9>z$fm;s)^Wrk5U_q=lW0KHC1b*~ZEM1e_6
z>vdaQv#wfmN?6*EpZC>Oqe02&hTUE1XFBBc%pR?yURClMR#d2czllao?a7&(u*&vv
z^0XO5kOO@T)uGxzDK*oXQ9t_Q6Vv#xIn(whN1f}9(9M8)B9i>~6nQPYrk={Y@o4q0
z6bpoX(5QksHSy!$<_D0b@$m4x2@bCMbN|-=1Q7YZs_Rbw77`=%(_^9~5wFJ@;eGL9
zV>$Qld%VySUETDKS`yw7q5Yi~ltSb)v-8`n4@Uaj_s8e0UK79Czg^pcZ>|Hje`HAq
zVRK#`W`hbARhKjZJpiGR-EC#;H36J4q(k)?WGQ5CRPs}A%D7xRBN_FsL3Awc{ijS-
z3G-QBK*OoO(NM2-TkAXI#xAD|AFbWzi3X4-49$v2ybDA`T=`mhYHDh4N5jLzWvjXa
z$=Fts%!@Suwb%URNh)hvV)6T-_Cr*s0fS>C2?fUo!7dKX29DCFCs?A#a-tzr*X`mu
z8uWd*Y9p2?U%V)=AN&09mJwcAgvjFXH`BANf7E+A{9Yqh**nioM3sl+=K*AZqB`bV
zP&v)KXeFXXa5WQK?Cg|D@pSL<Qu&gzpd0sgeJuQhGK@ZWV(fq!{*4qv8E|#T3Dq9F
zal%r51q}6nDR8jc1npl9F2(1iJZJP6xs%h|Eoe743nyz;$X2pf!(jH*Z(PU<Rud!x
zz&YJ?|L~++$Y|Ymd63LZ;>XE6(b~Cp#xGHa=85Nwm~5e0hFibdR_<2fdt<K=#0<Wm
zVzQ=x3tYo~yU1lG5rITNPTVpnJ#iZ0{>)@|)R|9ECf6gsnBN?l4^$hJ^u+BCP_b6a
z@kvDPFtkL;(y#^hCb90LQ<nu?j!t=HW|^VT#!AMp9n03PVVt8YR;D3!DU}2yR63sO
zdp4Ej^~<>(mmJ7CGdSaFPwdW<%UM>E*pdq8=g66}W1H4n3@?ZRuxDm1&_Lq&f*DGk
zf5g@nA1P~@{&`YF#nE?H-r!Nj%{!*^$q^nDdnB+?U_=v6eYTsKU8CpS+B47k3AlEp
zF2tb3|7LdPRsY3GzUgwi`K<S}LhV{}fe&QaC?7Z%qj?KC*1aLYD#UVJX2w{<t0^IV
z<s?ws(Zo-hkBjegyCNJ!fjZn?F6;i)a_R!jgUU-;cE&4-2C?@0*PyqU`&h`zPy#oY
zoJla922$m%9|@W(hmm{pF}8QYU%p0q<scbap#2Vx^b`YAnbBqTU!`wa$i<|Mb(rgQ
z>XA~X5cRnFJEt7@x`Kbdu9Pj0d^gK;=?;mbtpPuYV^)J-D}r{0^TF{}tR7Q3j<>6J
zE>-O(bsFq#`<|Z?(YbtXxXGyQq8@zU;FoQ@j<A>7e3K)N_)h_Y@bAt(NWVbW33fo8
z5SQ|23k`UT?U#e2gu?iv*Qo}T+#`+tA0k6*;7#M8*ssg!TZ8o0XvCy+ja8o8rc<5<
z18S<5)7F%bZUZresJ6FQ*n^9U7jE3J$cJRwsHYz7Xg_zj+5ZM5>R>MXI!>MWQ2W@t
z*Lh?Q4p9`^HoqLZ9pC(o>cw5-{qk|uF5Q|KkM~F^98Mrcq$8gk<>4%UP6hJ+sN-Ue
z23vU_v$sCxSm-Lt)%|=5cUiP(w1A)5A%nA+DK^yB@;lEIJcE|Uf;ycwtyBKK>f7s7
zD5Py`?cmW7mGcp9C&iaZ(?BK37%$eC-fLGSLIyDKTw^Pp0*=V!WDjPE4i@QSqfdUP
z?j0*BO&u;yXXegrPw8FJ6We+0uhVY99S&}t=J#Ys?d+={tc>gyq5T?3+4HC@v62bS
zFLE6Z4VLQD00<UHQ@BDvuuV9-)>{c~l36HqtFo(c$WECRQL^pnXq%7`JPoqq8sZNW
zcKRu(qLKDqtmot*wCC?cIbIZy5%}A3)FAj4VGdIk`mZ4}vbd>M5_HA2I=>L9o#~P3
z!%=^4s1hy@eTaL$YDCA=WQG3WbNTu8rH-XJW0Npaf^w$`1%-^t)`6UBi_zDy#D9~$
z>icxu*`T#D&vk{9`y_h0xg>f)?H6~*sYlk#zNQ~G0Vg3R89q<0jg||Bs!X;);y1=q
z2$o#7N?F>t=ZU8&>OY|cnbJPa{|3nQzvm>Z@z%sbl!+c~V)+}fP_d+1gFfa53fM$M
zNZLzLYlG%_rk*2q_}Owh&DV>hkR^nsa%X|omRRrlkCgg>dNK+b3Qb~IKg^>MUC>rS
z6n{2O_KRRjfAMGZGC2Eeu~Ll$2gR2kXS^Et6J^pp8%x%+v9za%=KSSQ(w+WTM3hr>
zVDuI;f#m@r{llQFNetlS;cx87d`y*JeA_Nr^s*d*nu4wufr|?Skv7MxC0(+$i4q~C
ze4P%TMprRx9Bnf<hE74^(`}Nt_;oT#f3n#Fh7dTP*X&=hYoXN4WA&RVm8{)_;*X%`
z(j64iI9A$`y;$pTC**F+rTE-_b|iYX_7uCFJQj>i06}ACzk>2W6AwH(7v$0Xaok`K
zm2rCB<m0Sgetvec>f&PCZXPzk#tNqgggma(Ja*U^L5f+g(r>XA5pnIF)--hCsCgLj
zV|dX$c%*;_7ONBCDU&rqj^7Ov&hAW*@XUmgdZ8d`Y5W`#PB~;nV--Snaw|p432c6O
z&<8C~nCzNdJTvY&6oH!xB+-QcQLzoZZJbO*n0P}4iiVHMI}-%MAy@~YhK)_wxjPRp
z@8<4q8pJNwG)&%MKoR@DVmx9xpE$sn3=nN0sx%TN>0xbM+<M6J4*z849xNt%K|vU%
zQv4`3R|ST-41fV6$IVqpwii;-274nr`e$QJww$uGE<|%l>M_`_Y2^py>TqN}KRBqX
z^C{^X5p!>Be=PVo$El|*uv8m&Vq}Lfd`RK@RrVtD{t!fl-I_^)@=89Arx>bk{pl-<
zCWve0Ub%@xa=NOMc(pl7<*?bV)Rs+h-kb2S5`bP~l=BG`k@8Z`(XXETnK+k$m*gk(
z@orN5A27W2%~FGt@-Q-nk1qle74%ykNA@5}d+6wR8_fTDbFJ?Y4*1%5B?b?Q8Wd_l
z6kH3?B$|Vk4-25a`!W<s>FImSbF04tD_ogl-$P{HU5s9J&X4&nZIO9&ZKDRiL2n9P
zPn`)h>R{LaYl&7O&vjae@|R@U_vm=)35}1kP>n@aXXm-h-s{jZ2TXdg4eoBjZW?*P
zcJM`Uo9xqIqJwa6wp6sc==X~fZ;h|661WOR39Psw+tG03LEs)pn=3A<T$?^dW5X*T
zP^K=5Jtk)``JI(k5-Khs{~vr`n!UpRCm|Z%>S)07$J(~W_t$qmIV_)CYF}E)GkhzY
z{z-*bA;}LMAj_%JWESVMMC3yBSSdqY7_5Bv)+QsomPASgypqqUWwM#*9nZs_l!nfL
zgGFa@<1TM$Pf?^hHE2O~25KJxA(+jP{*gbhQZ@k_5Qx=!Q}E_>x^+n2+3(bRt(Q0Z
zW($wmoz*nwre9cLz6uUhGP?HC|IPx^`}z4H$nHG<+d@WA^p(Q@AVk8$Esy`BJX1@|
z@(fEZtO~UHJkt@weK<Nh%gBOrm1z}wJ+gyBw>4oQhSF61mf)MERH6fZrJVhmw3A(X
zRa*7tlw_Qdt!N4e-Il!vs}c@))~!6F*$v21U|fzCsHhSLgBzK7tr9b+ZA{yL=zm50
zAL5TseA5+DQ=#u!Qa4<|w`K8E;5_suh!YSr%H@%ff-E(M*8j`G#DB+;U9pWLq7!}q
zvbu3|`IuWiFm3~5YIe2}hPvd=E11*tDQ>^Kmu~Fc*@Rlj=*oG(V8GX&a%H8x^X1kx
zFAL44v>O|CJ0;XvPW%$M#wXmquq59=!a+Zl1WDw<d>z+L+-MNw<tQYINBY^E@)Z%a
z<LzWf4Sm17Hi)3R(DU(4)?TJC@STogwSZ&0X{5e9P!kDxjzMU0vlM)Kz;Z{X&Hz~S
zKO>W_+_s>E5-Oyg@GwawBqc2un*lFk|NC)wf}kWYN1%~X^QW!`Y7Mu57l}x3sI9AB
zR$FJAt&aFM`c%)&G;!^G7WX~rkvHjXy_qepAgx4Fd&ZheN{q_S#~L;1HhgJ^j}rOh
z8toD{3nKm3TvxhZRpX<aPX=3F0INE&cDZwtPhFI=K<65mb`nK7j=#`#m>U+v+;Lvg
z%kK{)U1E78JfXhWDNkTkAe(DS+Z%_yMwX1O4KtVWGa!R*=#t+%cs67nEeS}G`uch(
zsf9rv4KgB>xVX5VpI_dKK4z%6{nq+CBYAqX3nW?w(28N<llOvJ7;H(h0FyvLF?kl|
zF*z<C93O*LOwkwHVI$NFR8zJU;UNM<`(2X&ypzi`ouu2sc@h=x0Eb1WFFzJD3(n>t
zJNaVEbhYLVXJ1-~mZ-!^m73<+7P6rn%`P9>E=Hr^ooiy_&fOU12#plPRmDr_xvR^5
zXTt4yuH{VhCjf^TKGynzQ?6cZ{HI#=vQ&9@zxBv}R~Zm*D^N(ho9}*TTVgfduI#^z
zPJt-l;Cug_BejK7ML;JU!zlSW&#>(h^hh1X*FS1p@QD#1BCwSp^}ay5wXd$s%c>E7
z*vqI^D18=BC0L+$d~&!lsB>+E0yI8LgGHk%T*X@(kFdFD<lw0E%<)9TYMrz^SS>@%
z(G=@0@420V>j!=m>swa)%*EJ3*G@NoY<63HQC4`Ou`N~2ObW~e{aJ2sEDqfNe+3@p
zfax^)KR!uaq~e1*I*Z+;$36*6uYti#F#^_f6@gLOnQtA}rR_Etu(b{%>Fx-MZ!f^5
z+ftb)5(1uaxHvmJ7Szpt0UZvEQ>me9V-ljPa6M!!WH;k#S5{ZLj2exg05H4o`#bMy
z^7LV4k}8_k1wZ112Vzgc+!E+%=*yf@g|{e#bbMbM@5YfWixBQ#Pz9?gRIG>*9n*iP
zpx)l7(Y=2q_7-VNIoDWO1Fgm@xS`ho#q`(Gsm~{>T--OCDcoV&0w~)sQhz+KvALyP
zVLuIOt;&f~6$hY<MQx&DoiB|udQ}!jAJ!b#P1c?ab+x_kGxj}2)qTD;T$6ZR(G2yn
zxjz_GE~ppfFOV>5riA4{amNdH2bbMz^iK+`sJ(<qW%lZ;90J)*v!`08fsqbDTcHi(
zU-#TQK7-aK74iusM(9IbACxD=$7g%#2Ex&|L+bhZ{^NGp&pIGAr&KA+vC(G2?2N~`
z{IH9-p~g&Fid~JtgybTD|H;u1%6*5VrRup!$~|xjfxYXI@M-Hjlkm>0<VtPPq}6fQ
zpkxdkZ(_P9S!aIEJbOdK`wp3d<C96p`px$dOmLh4*w^SZs@XNvSJ=0o;USzT8jq0Z
za=>xTk4dKWdt_Sc)UFSXHwbSdhSt^||46V}M%A$--H4Ie=)4jmmVEtiK4~2sBcO~A
zN<7-0NOrORkvbP+XE9nKW54*0)7nOMii6Btk;8t(rd&<ERAg~K%#yu4#8oo%b+Z{=
z>6b}#mPF;ZEy#?u;&3FH{x-kQ!!^%X@RCJXxVFx}I9l*_iN3GI`4RqYYit}Gb^b=P
zLH1j*YGd8h57?sO-X})O*J7Qjc{-O{j#?5}&sJNlBgk28BR*<Do27fO0>YQB51~7~
zwD|~SvazvyQFeuUSC1=I8Qw|5M)lPJNjy~^;%bT(^7GH;w}geipTp@RQ|M|<R(mb#
z!QfS4yS1e^$j({b;97eT<tjzKqu(<k67aq@<XX!$w`dP7_k)>_T)(LYO1nRk;4<Ec
zcF0ki*sKXUZslE!bXF)+bcXMMTZ?P|>n<Oq3jE5O6o|h=<yQ^u2N*JxXe5l93mwud
z#sg3eHbIK{(3Y+M6UIX4$EjC`o@ZCOljciJ={rCFWKJOfTPTLj)m6;U?_y>`_NMV4
zJJ$p&pW(cQ7GX8T9(jjIO_;~Wrdg3h;h=fiQnOw>&_S?Tl_TYVJ~(Wid{gqY-pbvn
z^QNYwJ4|dC><<?AHFTA7Io<G0pkd*;q_2-x;<ZD93fd*`d0N>YynnmH?3%{AsN(a|
zsF)3j#Q_@$+>i`fu4mf^Q)#|xerdy-@KZoS2hP(4xC9Ku(mBA4!TBR3QGOaJ@%73!
zCGMOPtBJA1873Fmqb}l44E(cgEc2h4QKKdGQ5=Sqf&~qXSLF5zQD>k>ySKnKH0LeI
zB+xi$cLK+!C7P|PmFwG<A-imu_`2JU)hz(}P|cFfM&^X6rXrR$R?U*Sx1@$M^>}MI
zQzIrm%|VPp)K{-gg$S`aj@O={Q$(L&F1a68cbe0!zNwFR5aUE?iT(>^!?{hv!aL_(
z`lNIyc*_%#ex{o;a1r$KA{sNBAsR9oN2TmhZZyA1zPN_M#HWZy8GnBpd{EGm6ep)?
zac@4;hN~y%RwEI`&ZX#p;?A)Y@u_9Dp`PT@v{&pkjid_gI>zR=4r@8iF${k-qzZ^>
z>;w*tr>)4AqzwNGs#-juyT~m0wnYGf9`^k^1)iT-m($_8o?iL;a^$JaH8EZOY<yqJ
zXRkp}ty+Ul85Fa!(H8Z06h&0>PPcm)xrmgHg%0O`GS`XnBc?l45j=1coW-qLt1I)d
z+jnd>k(a;kN(OBI1NACV4r~!lV-@1&f650ctt_9y-WgGVj5U4gFCRbEf0M_4B8$ff
zW6NO7W!vzc$6_Ls?+<g2y9C1G@k_^_h5dTY_sca|KxE>bY=%xFw5Ka2*RiK;_l!RD
zeLzEE2H7&x!wZae!d=qU);DYLk8f!NUr*|5Dt(wgF`Hf^Z|<;52rtLqDvA;(SYfV#
z!yWwaG+UX%FjsSCd0Dn4gceLAMYQqYAkxWQ+?Z~(U;60}X&TzppFfX4!*@l@Q<zCQ
zIIpsX_!Y!*+XJe)n>}LZdiiSLFHMEPhQZVVA<(p7tsHt3IZ0jBI~Ff&*t3=zimsje
z{Fg<Ll!6xe9tMhn<5gb<<E^k}@g*BPSH5*0-)Co4e|uz9e4s+T|4_B&lZC-;fL3xu
zxdC47Ytw9XLUrK3mXxAN&(`GMVX#k0;Zgk;`%jVeB%L=X$Nn=J6g)gA7~y)))bs{O
z53%(AcX&k{!#ZKZR$_84olX!aw8Df%#mA3{fw931%mzeN1-;F5jkV*rn68rki_3n@
zyMKHZM<nwcG85KZr|PzJoyPCpvB#~d(%YDNwR(twYW~8a=Kk9a-i+Dfaa+xxBaR%k
zCla{gwq~~QG$f;mA~gm%3Umx1ihI2NnEw_s+x6=%?1T}rhKASR8m@73{~+gMf#?$&
z(qMdVfz$I%TP~@^>Wh-Cot<m9ywWQWUx&f>i_da(Eb-$OyW(45f|`1P;RO-5y`n@4
zDym0di6W7B`a}C!!8_{d6?L9OclB@<7S5&d_*cI=_b2et(B^A%VCAHSz6uD?nk*+h
zJHP-NTcs{b2xme_rZ3xgTzf>=PJ%t5uIR-&14}$sOCVNJ$gw0QyCM5STWiOS&9vpp
zfeiV3)Rm}mILgZIRz#hP!n=Jrjr_5=ojju-yU;V*v9WfQVsVh`hlN3lEgUtHdeVT;
zrFT0X2B*TzRP4XwQZIpKlFPB?zko9EzR{oT^eNt#mi~p+=|AvmqWz>lSn4V{)0Ss)
zECa(Hl@hN)a#Y%%I#2An6CLBDeUr^JF+_SBpDlB^EhZ+z0C?&C)zmkdWGy|%p3H*$
z<xSDhsw0`FH$viNhV4*{F$}Zy9!a?UPgw6^b@59%I*MCASLygaCOy2h`*t9?K*qA}
z@+rdbm#@khAL8SK+6)_ddU`lB4yWpUkuP062;Q0)5x3hY#9brovZb+B^e0x%meqU;
zCsnS?#@;W!ptOFvaSKCsePX_LZDoXKb#|@tqY7L3>WtLErcAl06-|&+DB6lLZ_UUq
z0Rzr7t)f`Bm%#Z@3D+=NncCV*$WveT3r5v?z>XZK)PhtU{{PQtwz74J7JI^1pM^S%
zB>J3OrLfyF=iUFKaz-S}OzOVruf?ThY_(^h{xH>2Go;wGwOd8#hglKA1V&wy#sCB)
z#?*8?z44h?0nW+Uo8v<O%pQ~<sT|yfo&9oJjxxL_$gC*$%;n+^Mo2)Wrt}~y0i+Kj
zFh{&W_zHtihherUz&JtXII>ptzX2uQK*jN!e+M$eN;lvlkr5owG}CG%c$Ru{K|1R0
zUcKK+zK3zbh3_4!pr$^|Jsh>R*}B%BOXP9fZV6X%^i_*qAmloZ7ur-(uiKaPXY}5=
zP9E>D1ih`tXlH*PILM&rst=za*27OQTG}+T677*F2%H~0ZBg<WdkWPa;8G%FS|2ae
zf7~boocyU@{?nzj90m1aCwxh@0>g*pqsmONa(On4sKTFk-wbwab(u_7GIezc(b>5m
z(3@_o7xdDHR_0XGg^m3H9}IQCH|ZtEZ8j$tINj|O3hs-|5OiK*fSMv~qfgFmBL{Ok
z0gQ<LJJsN})mSSG0=4)Te4;asKL{jjY}j2Wu#PN(ZrBJm2o#c2fXa;<{3D1`8%8RF
zjPeAON}cfnM2R_3@-Xs<R;%KENVHfj(`0HGu}wm<7z*aQ#!hL`f#RA?wSD(VDqe{u
z4oY+rGrBVtO4M}TI`6AdtstO=T>=g9*OH$w$xb;~4{8s{A~U@sc>dvI(81D&<P^=n
zJx%JrgG`_m-2GnVvVAale%4Z8)bSf^9iaKRNH3ZIcNDJAS$qBK&w14@wZ%~iJ5T2R
z-ZOP#daixd&t~5jlRF-<?T_Qg$F*8kIyJ7>cDVK^indt?cs8<k7F{rvghCYxp)hnd
zT&#n%=Xt%(6~6t@KVAd^pu`6<Bw=J<*3$>h&dzTg!W$bJ9*rd>Bxubz0JHG<zE<V{
zk6Hf>X|gq`>~{cF;-%lH?E^bMDHWGb7W<Wrg`slJ!Z9td$(HLlqo!KuJ6a%?y%W>y
z#f}Y~05s82=8OTtE!-K2JuE`4yD3V%fA>t9r;3H2w1~_H?>)kE*+o}3ufhqN<v5L^
z_|~O0p#}VTBlYqrJ?9Pa^3|>RSC42E#pI#4OcpSYLt-vk2vWhGLND}Qfp57S{Ijsq
zRFDykU>rnz^z*K*ie1CxgGBf|6qP0c_*jRnWDmRY2vIbGmuR+XuN`g4-lCj}(gaA}
z;7KL6Z`-{uPB%(1C(!E}s__9Hh!P$>Q;&>;=EkQRWGP5AW&tAOs`-6I!aPe)L9?WU
zu(`d_kFD1@Rf|oCEQT4jqq0dGV!9lS7J5zbz8T-&E9n~EZ!1wmnNCf32Ui8Z>JNVK
z&*vFIa~M7^Q&m!fYN3vSJTbaBjGxN1hC_@$^=fgfN!N$aYFF{cVOqKsmp_Dm)DfW+
zrUdyu7mlHavANl6DYXZ8BQfvwEQnZEckauKg+>>u`dj^-mu__*sf)KqCCBC0s(9T$
z^UBY87n(9sfK{YH$@j&5sH4+wy(WCw9|xt;(fN)NEhh(58E>Ja1mrYZ#hA|2v(;W}
zn9+c8UdvguC`5hhzX*Gl)J=LMN;GP3gMb(9U`_&rMzURA5p3EO_w@7*a|E3@KW9kZ
z$5b;>KUt(#t9*t%ohpMdti%g6!8&m^yCku(Ek+bn5GcE(|9wk8Bey_~O;th~`|35n
z5x1=C^O&ndfVjJ{j=IM<#jDO40yqe9p34!j%j47%k|Ywt^Sm9(Sk#KGzXpl!3+u^t
zm2u68{_}D3|N6M?1vHxiNv~kz!%4R91~?UsIQ0W$`UV|N)s~}EJ!13rBa#8_mS4YO
zEm6&WN88vxtQCxNy$o}00JDf)SCP8h$~}+Ta1U6t6yNs#f`&Z%Kqb+?w-mUFT(%4o
zis`TF?DcKVP<2Tn^_dAGRf9Zs7}%|7UMT2<jEwYtBb!rvUSoKE2?Zbdx-wh{wQlV~
zj{@C`{asoxxvGA>^7li<|9)tJdwIet7kjXiXDum;mKmm>vF%3-@H1VPTHuweN8Jm;
z5`BMtF3V^EMNY4FaX7>H8Z!&Jjdi%2B?juBm;GPE;;Dh+1kygv5)mN4y_1$SGc$|L
zA*G}1K0n*9ePpRw+^*R5pwbIP!PTa>r?YyOhARn6Oss6ZW=k7pBpa^pb_r0(l~=n9
z(g>p0)RZusIRAQiCcMo8=~h6T7-ro9X?z=xG1>+g^85Xmkt?u$ha|F*jBK)l^4L*s
zghiHgv+>Ds+%^n%1S3yfB_Np)-hEmhF-qTVMk#!Dr>ukTA_z3bKRV5>uMyQ%#!q6^
zjsKu^VsQd~S7><mTe_})Ul9UOTQ-K7#A9|nA|O<R!?6Lhf%4CyR!)Q8zMTeGt?+gy
zFX(PZR~(85t!vwaXPM=lO;#;YWgogc)Pv^Ew$hDH&V*JbiRkFC7U}MQ(Y+0Ix3-h!
zvSJrX?R4GjuN$|=%?o>~CVhW;bw>Nl?O!w0Atv%Cew9^~Wv1>&48mWT5SnQ?95SpY
zYd}RG59Y#rn8yx7FY)U@Tms@!V+gVlt1V<0PhF|MJq5bMcTtRy-RKikudnXQ&Njad
z8yKy*rQM@py!KwEu1`5fv!iqOH`+VMtw(HPfjxnfq8g-wS`jV`M|{Ev4M=<-IR5Ft
z-=+8UM!+8{@2lWY*>vtp)zA^LvrW&Qkx=K*uDDD@bi5bWWjuNmZ(Y-d3^s@O3uQW(
zb%oyZfDsI`?qJ3N12niuVC?F(ysB`Iei#N{ka1<0N)#0&W#u{MLO6#m`TFu_)rjVi
z!n_-`0Y{K78@S$e-+rgn!^MlUF<L))3!fL1A#$XX%%~HmJ})#I2b;7SbB{gkv5bFh
z<MUMiSQvXu1}A#mfdMDH)yjlA*&WhF?iqZU`Vw7SpJx4O=w5;jwBXUGn>L3ws|mWr
zV6fu3DaJh!&Y#U?5^G%6X5UqHecCW-@7|+!5ve(SrjRjSkd~lwOZVZ|D;-3z0frP>
zN|64u=!c-H$nOU>jM#AA%+=zKj`8tCP=-}nvM44MWt$iqBS%(}=h2e>;_KJ1qiWyt
zs{_-3@>ZCxScFLXsk(Q!{wqyu|1Vz(bUQ3w|I;s|_qaBM9~sL_Nsx7i9b<cf!xbZM
zy+KsTRtXi;>xtfz>#9>Cqtf*lIn~WSy;`7>Nc|BZB=w285-d94!LiP-tGET;#>$8g
zjhiCcQ9c+S)@km&mb<?2q>G5*h8Nd%Aeqfc8T*qVF|l6lVmv}xbZcwpohPFo&Cj$Y
z;dFxp39vF)Hy(7^K<EzeQ`xTHS4Orq)|8N_-OAaFA;nf3K?XvK#|@=;L=yN>G62G>
zx0VbHt#`YSk@o#xm9?sz^Qko52*7@5YxmJec46%W*1bD2<+3M?ZhklftdqN0H@O;L
z`ve7PmG1EnQ8Q=0nA3!KivjrI12Uc>2W%)n_~zM6O595`Ms~tSMi9i<YLB^ZcOmf-
zjj(f=+gf>mrge2BG%sP^uAvaJ7_PCf^cB5OJ~=(j%r72d@RA_KzBm<cZ8UY)kAA+S
zJMrU_)B@e*VQ#e&xtvg{>-0qQQ6eK$1i@Dfg!(PGw>!iIjY^?12HGl4LtT{KSmNwI
zJC4%Zr>?J+tR~em?_4G!B{fj3Sql+b(;N7vlBR>q{Y2ik$nmOg;c<9us_0>dbtpo4
z9AaU)v#A!?4&2Ym6Z$`!tC|kVSsl-jmaqEYq&)uCkxm+47UMwzxJ2M=;dna<v|W&=
zDGot2trPfe|K5=<4fKIQuh{Sc<vZBn*%a?HVvaR%ej3K<?(WS{9LbH0#)08X4(74t
zopS0AF;ZH+ADNp;hqlszYQ|(z>ewi@Vw8HqN^>1@wMYMYcOLzXDZVs(y)xN4AQQuc
za8EJz+s!uh?|9Ks-S$g56lt9FV8NlfZB4j8VJ`F(_eoa&*wRj4LR$oBQ*ezz(Z4_F
zFKg*dNA&aJgl`%<^mTs*QkpyUJU<+7FRMhyLVw~7$<*%~$~;-TDA=}sy*mHq*1bLr
z&B2#YqtxuPLRFO>iXdn%Smjy&1ZE$Q@*V3{Q5}VQKhp_>3Yprv{3$P8n7MdxB(c9{
zR6BTf8WwW{WA;7Md`YqS^GQ*44ya|W5SFGJ+nfLDdX{c;rlZbQA+JYWc?wE`A)9dI
z%=o1CuaEuvPU!h``hkFDxK<1~Ff@2g+FR&EfMJYmj|8-MIy#O46!Km0aNa}X2ZfZo
zEztgb&F!h*Ol~}K(XP7T_6iOAqFxA{)~#Lu$(3w9?SgTT%7$=w)}_i!tEyYaN;qVr
zK@oAWht~^%5`w$|<(@Z>fdXk0B07RX=FAs|r~e$wZ@(31xIk-Y=l2g^NW{Qy4UOoU
zKZ40%F6PiIX&M-aY;Ao2Vnm_JQ|Z+AOMMy0yN>utzy!(mEGtilnTg34^vJ~I<gYU`
z*__55D8S5BC?t(r4>OQWhw~W0xn;llD-v8G+S?**4seXvRxFQN&3;nEWKnF8WN!|-
zc;EEKn1|CyF28jWyY^5Sw|)3wTL}-$V8VI--Z6k{q!!Z~s$t(JwFgViUWR7j)6Ua3
z!``@R{LjW1nW^Es0Ja~1qBpW6yDO#7B4eMK6_YwUxN1Aa&QBWIa;sqal)=HkFE$)G
z@MNkN8gKrPq0e_(*GY2UdZ=$;0IK$k)fkW?AY)!@&d=P=&W^1?dMrJZb3QrY5g?;7
z??vOK=*qyjbB}@2mGlLxJl18YI0n;u;^I&5iA#+qvsG3Eed+j>$3=db_$m9n8>}j5
zBwv5JaWUFIc!2)G&dV#IQ|>jUQcT#Mi%5^K-CC?>_gG@r_U=aYWZzq8sVs^@8H$<S
zeFF`-```rm1m!uz_Xm%}bq)K$kGTh3zel5!J$dA1%wDh7<BZe&>WG>}tNSR~_42|6
z@R+8rf6d@o^?YF_z0$0<mpG17H)ZUr!Vm4iYqe_rn0j3ag4=<|@LawhjZU5|4DLg~
zp$=9PJ1f;}je#SuK#c7zjaQZq)OvY!6tJ^Fk!oviuLO88%O#3I<Q!REXWPk9M(R=H
zR;Aybe$}rABT08pPoj{?;qkHNr020^NUgGkMHZG?etv$eXeIC$ivi%V+~AKdD4MJ_
z!C#r&5~3az9c|=ev^r`s?ig<rIa?Izm%B7tCAhe#Q8`F6yKJt`q7YM~D8}zmY_9oC
zBW`ppgH%y-BG*|n`1>z6<6QXlyU9l9`IPUBs4WYh(W_f>Q*}56=Q`{)s1tcSCn0%1
zvkD$dX{kTrbpY2zM@Jt!0w0HZwJSe#fK|s#z-xp0oSyz6D$23hV{d)32l{Nk`@e>7
zZ$r+BOan~zI&*2>gm!Rw_2-yaZj2SjvL$AvM)LxFtT8BUynj{QMqqQgD<~EXH~)Ce
z_fe$Wqu21i(~Z1cYUf4EEI+gO;+|SbWZM>_4$M*?Dt=S_NGG;_Th@jRc@|CEflqs(
zmS@5&7gGmsSRQ*&vH1`Wa9%(_bI0LNgk3TWeb0B>w_0%&!l&Rw=BhL`#rV?$_W%wa
zg4~)TR<IRa=iqn;g{du2%-r1<bX=iC0piqZh=_o|!80lnt_i}(8FzmnR>sS`&|mzd
znyV9g6wR*ws>^s5e!JjZMM%tnp^zlg617f)AGfpG@l7TDPXZHv<MKzXe&djL{?>Aw
zJc`24C!#t1IW$wA-gKUOFBfn}nU`t@oq_xM`@{?<^o_@T0TFRf)%g$#S9P-0!PS>0
zOQBI}^)5G;3o4a{daeYTxjX9RVAM>8i~X4*jsXrBFf?F>3U9sHw)2J#yPi5ZoNA3w
z&><2%@W!EYuCq+8qU1Nb46jl55ST-9|F|o)HZ|217^QohpSqv&_fIjDZVEYCY}8>0
ziVa2FOt+Pu{hot^BX&?%MMQ&Z)KRhO$vBU`y%&R{K`Xw!xGdVzfIih7=Txve_sqT8
zeQ6}cM5p#6)UvgtA$!Kaz&M1j4%P8F=&RD)wTB<z!tMV0wC(AoFHgT-0`)R<*KIbY
z#2r_L#i4jyY&Kw<lmW2_yLLsy!GSX&z37VEy3LAm+9NVl2))>v<0({Ogv2@mL7Z>Y
z9`VvG(y$|%YY}YU*Ma)Hv0(#&+6#C@C_vX>;1JQxjhG}i8y7w=9Kmxg5(FCP!;hwY
z*k=7x$LlY1P%-`AM4sj*6>h6VvGE%W-^v@Ani7vOVl~jxFecRdQ6qIN{n{lR=7a^6
zIE;;E*X=qzc==*VhcNq{25XeRUIF*OVG0P_2*FDHG*^e#+S(eiPwcOa^LAar!Nh!=
zt--IPtQ;%qaaY96ILQMtT|R)1%!4eeGg)l1ToF_PUzO7Ef@q7KeL(63Xj3V0v2V=_
zsYgjk*h=_Rv3G18>?787r%4Y1aCIY-Pe6|CgiHw`Swfoz75o>S>bnNtgBh8bzsFK3
ze-TvTy~-qLi>Z)YLRt3|g-+igWw|il@qGDN`0LGH$#m-z=WsTU7TVq~Ptql6GEa8R
zdhz4Cq?ODrX)0P_P5CU-+oT)cza7{)>I4|y_iU`a&GIv|v(UH*wQ~bg95NOi7+}h&
z(gdKymI6CiA^A4c%hX^e$kr&Hfonth8F0+q8p*$dnP)b@`YAQ_1*8)Q%9T!ps&c#=
zc+XQ~CTAyyYEe>fOu}aqo$q^{%fNziz9tgdZ(PU?ZhsxORsKJN*|KnxTmUV00Uy7E
zCwhqVlJcbsRMZh%i`@z*Uz`_hI|ccj*0f%|8f%G<idwJ;1vn9yRC(b8Q1GuiaOmCd
zLB$Sf!pwI>w~UU)Pfbm+bx%-G{rJH=j8%5-X)IMwU@_xb^1))ealPi)){|2vwj77v
zFO0a%22J#QY{%${F=toO_Z98*vjQf5gRSpv!yG~=?PdG<-AP?lv)6ClJP>8=O>u!e
z-+pEINBJon0BE<M*ari-?*m3TfRNVKGbt+SyU==7BiNJvk@01z<s*clMNtYaow>AV
z9sS7~4`2}?61{Y}Sc#E~f}dceB1jV^nUKdd?k*4(Hv+FEBsVwLE*TtgJ}?*uaczKe
ztZY6?6I2a4>EEcYt3XHU$~x}ZPk0=GXc(Q1Hq-)EhRBNp>VfVaj*bSa(n4_SQQfw1
zmTz$zpfNX^w8ej#`JF<yj1DC{P$Bd@dX7PN@Ga?v!BM+U2pOvOl)O8^=MC=f36VZV
z7`-y}bmnF|R>bTeRVn($NJS3{my5Lf(`gVY%@~&WTn0KpoRIx*o92FR@Clb&3Rn#H
zTE72~1+AteaM@_TOor&^DpT%B&+zT|cfk6+W!xFVwzhaP&0Us6jP)!|i!IZ9@fpx)
zU?&dI1bT-|!Yb?ruL)_}A%jm`8m8hmoAV6A>dH@fXn5`6!@L*1i6b$8C_eTqT;(^I
zx&PpyPrTKuC=Pkg!oLSd{iskMV@QAS+HS?{@~Z434Ls@)OVm`2^!``m>9z7dP7yCG
z8@4FX%6M?um_wsT52CGD^yOgKQ^%C<;$=$)K;5Sc!)<@O<!72rW^u%y`=sXhjGtwO
z5)xai0^nG+gm(s3*{n3~MZbDqURr&1@<PWr986k>%q<T?_`o@pwClFD*6t*4ChhUB
z`xJfkkRj!=r`P%MB*-VQphu_&1Ue+yg+NM>9ureJ!)2tv2>4t=%N7)m-~vXie7~t2
z{$W!!`<`UHFR7sH2;i~PV|l^y8V~to1MYA%j1>1nxd021^2lnF{Yz7%_ZEL8q8&{B
zI!AlV|An=KFz%8w>|NouKJ#09r=SA8rimAKU3bi;kpS6pwJRN8E@zkita7nC+s*YN
zAtzrLLr_XIcWk_W6`KpmVv{3ZW9OcePQTPz<J|S3LnlrpUK*nXY(l<B-VhpYwu=%`
zM5tG6{IlH}PD;OW`Cjbt4bo}j$Hbcay=X1!M?GO$m3%{E(?4l;<E<**f^bS}PZ+T~
zL#-x>F3Dtdk|<L({(83CzVW_Q8OO9q`=t&NO^0v$WgI4pg6@<Ho!pi!7~aY5=r3OM
z)`;-E_%Q$cifk8J=Y(MV<w|v)vkB~d9?w<hfBim;xEJK*mt@SO0|<$!+IN=jnDgf5
z?0R2Fx0~7Skyo$_AOsYIRuyh?EFPudX5O{B>EXt#AoYOgt{}QySJXy5>-PVk>@B0B
zY`^f)p$$SsQQANh0qK$!6(tp<TVzP-Zb1PBL8J!+d}&ZXM>-V|1qP6i?(U8u&wjw)
zf1R_|IUml4ce&QPn3*T;d*6Fs`?{{(Vwk29rRnzcD(bz3lgiP4Z&Sejiqd_D;qm&e
z6}?K0DmW0oXgUcC?>MzW?=ou0W$@eYh*M0In|%@EMxkV=-j_uwD${ZhIDDA!)Z9`0
zhsV49yji-|nEl4wbEjDa+TwwVS7Cu@kBm`e-uRM4deXkP*ww~F3Lc(QbSEm@<9Hq5
zi;_Igcz)Tp>6BOHqnXo^QqewRD2IC{@tM|u%V2U6PNa7}XZeG5L$3&ohKeRXxl6<8
zN7j~u=J?po9M2gzX(xu-no1d(BxBdW81@Y^GkI_{$TaB-H@qW~M<w9v7eBdE`PvhV
zZ?R8sNgbYWov;1S;SKl&(bdGtQ%dcDfz!Xvpl(R4OEoop_7LLGerh2`Mf+r%0ozC=
zaqJvB+O12u%;z#rF6F^EYx_+D`i3tF<Kqjt4nl)A0_InMPI3Bli6C6!Q<F(0>{L(~
zRi6h}G)YIa*U4%X>y&1P&ha_1&{~C3=a;j&{wcD0d|feYd}MLJZ(`PNdf9%`_jsgG
zQddY=43#*2=Hd1&NKV#bVGpg|XcGP4=_Y6s@au5|=CoS2WSYYl*U^_J(cM<I;;60Z
zjJKE*MSX<0cvCOUdXkCxII?2Di6V`13aNYpZshb+u(*e>Zan!P1hJq=HZz*v^;ffK
ztGx2#(ycDj8niA{aG6eS4U-8w{A}cg^O)sY89FhKyP+H;HfL1MKoC?~y}_El4_+m3
zk%tw+SdVH8hke$wUc&~OrFDUho2aD4Mvm2HN0Y4vk%WFHF_iGrpsecU8Y<ge;m0|o
zAcOC&;Y~+(Sqc8VlXpo%gvqz^&CZwUEmqHR&&NofJ4UAh-^eEW4C;puR$5Jog>6^%
z=~3x!RLS0Z3<<`g_qJA*BdEn)^QRr)+pS`c|H8gSD;sY#b^F4u{B+KS;9-5y*)rut
z(xWB#iOnopmmUOi6|JU*eA>_ohoI~**)%>S2EtH8n9s!6tA_oka1!&;%|%2&Sb@VN
z$h=$JbkeSocXNS4Eju=?SmP7#)ky|5{x3_D;gTY8uJ2$86&L*cgyQJ3jJ~{Rt4HSD
zmD^4Z356f>vQjv840oJWWkkHvDuWGT+e4<;hNsUHevzyLGsq5(f_YC=3r|B|9`oZ|
z&u$rrq5ZQ?b)CI2pRN_2i9dTXR!Zw|X_ClDW5?p*Sa*P+b>;%-gIt9XQ&MPoq8z7M
zo`YNC${e=&3AQ_b+%@g3=R~YY<&O1r)qt-*Sggg-+v&VR_U!s)@wd*6jDC<NG8-Hi
z;}K=zDF0668*O58Ltt})*@p1c5OsBU@fB3xqgBeIkYcQrH^|<ZV4?--A<eG>d3^MW
zYfC8<y$kT|NY+xhyCScYDE2$(^c5r}|2M@EvC9B1B}|?P^H}R~i@s~|b0Ez71Jh&>
zYlyhfJXg%?Iq%TrQALj~Zfxdn(<EuR6JM<<ga%x@Wr`B}>IbkM$Cr*LJIpuvYK;*m
z>$!@0_w8Rng}=G7y3cqQBDwNe{_|&EvArUGLviD+WnI|ojIRbtC#cFA-;2g1U))?y
zPfHW&1zt*;&%r)u?9cc@;jr?JjJc)K%j0Jlvoch0%NrZ4FmUgNTDI=G%TmxAdZW&p
z$By|fu)2us^F?5mIjNSaQHyiU%acj@ZhXX~-)pGi4ZFh!Jzr{}ZPU<wTC+-WJ5lK7
zY4L<gTRPtzx`8@sNy!g~FP`wfWUZA{`27%<#>{k`0*iA*q~s_=2>Mn%Uti@_?f2kI
zOtiY@ouPPChI24)+STC)EP_w;#AGs79B($72!<@T`4&qU5^7Fg+?*vFuaEm0k|K+%
z@!ixbsa#FVq7BWa^&ap}P!KzQ9oZ_W$=A(pvdH11FMB`se6A;2Bo}iNtfQRzw!vv*
z#Hy~Yjt`j02(+tE_c!y=l}-Ofo9HNW=?Dh{g$#}dR%xfp2;)!FVQ?Z!NzNn#H34y(
zAtn>MyEi?i{v8q&^!>AOS_@jDrUbSQT{wk73C4#VhpYU*<dV1f-Bu+^;ny2s-rP6D
zY>?zHEgp|ANpn1#S+(!ywF9*uUt7on-1T4>I{wLv(!TPVqF*YD*&jmdQn2?AlT=Wg
z_#l(#nt4UaS|f!qN?v2)e&6ZPYYb$`$~6*VWkXu!&jt<yD%-{E#7p>*MV|vvfR7LZ
zEF?{b5vY8Ye>v`jTo~>{>?}<hqECar03=l>Y`+$xgFso;ns(_HCjWgE!4d`4%1CfG
zgH2JH3LkjSh@qxnvmAIwB-)WQwTEn1pj>CEA~3_F<2CrPRbQ=^)Z1AnO18D(z!{<a
z|B*tdLcQZhZ}l^qb~=mJ+(5bJWbpXc(YKs_z19sA48iAX62%{;lLPHGK@3JkSxPia
z5P<tb)0eU8Gbne#spCTmb!LwWNcfx^QHSA6<!xl*r4m7yMZ&QIIj66QR@40dOID%3
z@JS1NJ7Z}la`g!A?|R<&7TeS4G!y%3l-<6O7o4(0n#q`BAHSiud7=I(*LCXX2piq5
z?^Mn3WK{Z*baC60A7lZ=F^_^}*$x+%uX(!G4>;+?H)B=odJ9jNn-Z~YEfH;+#)Ojp
z`NQ2X#=>WHAvOK`!M<r>lKYL`pq<wC5Igodf}v-ttRkGWzM>ZW|8_=dvX-1+86$K!
zzP73I-RFwfJgFxvLlQv#dxF8hlfc{@<}0)m^W3@nE&K|)WNz)Q%FW5!|4uMDoL5l?
z@v`C#A)|@VIA0Y$Na{{t{LpOO>Yw~-0u}Wp$`(n>-bdzD5-4<pygjx0$0RKsbMD}x
zLtM!vnd-rV*D(fw*B@s){+LVkJ&l@<Eg(LW38JWKaf$__n$HwR3yk<Izx?kBfXcet
zJ`xu{A*qz5JSEHRFg2Vh;o>H__q3JohMJ#*mth;LW+Az!r>^wcxu*&^*a4pTGeoFz
zD}7gE^^4^xe;FThsKEr2hj5i*QqtH+U0PK>2J^G982F}eBy!7PK2IGe>#~FV$>Oz4
z>Np%02OfUvIY*_4&EWBvw5pE6EU%*-_DIjsb2~ua2)WmjBsdlOz2!iyky|Xp3+2@B
zB0jguH+w1iczP<lUNM>PKe;*?Pqr68&cjZ4E1IG?y^*21{t7#CNPQtNDVZ<r4N`t>
z+8hVqbzZ05;koiM2%cXFLqVL!IxqIe>ZGx#L%@aXCHA7W)CYofqV{p3E&<vFjYQAS
z-;`RN0RR8O7?)Hue4Nq1#^7fjeb~#F6!gy}o}>EoSDg>fjI)F%FlkTa<o%g__@BvI
z{A|xcc{UJrEl-q8=GuCyobkk`nN!iDn__}_9imM{*o}qdaEd+L$9->&&kDB*9xZj@
z>t@mKrZ)$NyLhf^P%ab`jf~`@<E7Ruw~2C3IBH=e7?s}p&2)Uw5sKv_qhxw<;#{&p
zl@(Xj{FvZIVt;T|k>vYX$B8F1cMFsHD5W|}^^idv1A;aS&s-PPeAM8yFL6gM(>@iw
zwm{+S&F#Qi7<|54+H3zmk|_50g$8>_9=Ar*RS;ONj#=nr>eHHVjGgJc=<$`4Bf(Xb
z)!#p+Ul?H~Jc_>Dk6JiN1c4y~%7LgXpWpAULRJIiZ%oQ6ytkzRk3}~}E0K4Y897|>
zQ)z0x2CK4_r_0ft`JN)K9yP{c-~N6AZTiqSiLzLD%B4H=A%wa>75S@-x_FtzPo!)D
zb+j@Skd=vbWJ?e;S7EcRVtn$%aQO+cP<#$tUXDuQf0S>|kQf=|YE5`7zC;WFcah*N
zUP?nR=-$34ZLiH6A8JE5l-uKSw69M=euYQFVc6$B`-zy86x>FekiIdDt3ol}avTDh
zniyE_!M#{@iwRFY3MEn8UgOC+*Ovagzv)Czev<aqPW<C>j@r5!4THFid?VWp4u!ZU
zg$@tVl(rIMow@f!Z^Yy_cE(r!wC*Ozd|Y}4#c1jL_^_<FG@{x<bgJeH2Y?(W$9kY1
zb`vv$Fn$RC<W+3Y8F=HbLSOPJMEH;kJbwSkj2OXZ^=~i9xb803iM!9U!$e71J_XT+
zc5<`cjT3b~JDdrUR8F%Pt(naM{~veET8XX8IAvvu`2|KJ3eXd!+O`7T-K)X0+9~Yf
zFRw#H@5J~`+`bH0Wb$We68rhBN6V2L?C*1oA?1{R_;$y&t+h2_9<b0>K(s-AcU%f)
zr{ahFsmul|#Sw#DPyC9jhX*wSgF@5|wcKsdu`ZjcxV!gnXasD`8`V*27KJ`8$1_o9
zf~CGmXaPqjk*`c3W<E?(uvg?d9~lyWq8T&^rJ6~_A7C?<J3m*UrXJ@|M+hmYA3Y_A
zm;W*e;<wWPn$?0?4yp@0{tydD%eoV8vE7aUGXV@_-jzQrz?jzt$-(q!yiHlWs`^zc
z!KwCX-nv{ZqS?;)mk&uP{0zLGd+jK6m+tR5IO3CB4ivJ*qh{F+l;5v7ZCN+Cr1q#1
zWYRr8_wex7jZ)!gzdo+>8XgOY^L*b80QH<^+U;gV?Z<+!jG!+BPfoY(=?p$bohxKi
z4dcOMPh-t#&VH~l;8Wej3854U6k6y{8@)Ds`g@uAczF24rQ1->f{#p^y)zY;B5uoU
zT^98sn$qN3C5dk~f~cImcLH<rcswq8_Ux<gAHi)7rgCwr8om#Qsna@gvXwete~A@q
zq@C!qKM4}fosIA@RZMr*CW>_**V>JpcrMLtGVVO*OL9`-g}A3{=uID<^~+Urf+7tS
zbZg(OyS2O=1yGDvZt*^w<&VJpIV$^JzR5PdU%9n2cz`%BAZaX&2`~g`6Jf+bLq~WM
zginS?@Pxxmd)6*<q_K3w&H|r6G@M~*w|@D{6Ox*|<jwtKzipQ<^FKTBNvB2@9T3YT
z-niyS$uUqA`y!G!J0?phIGc0Jt+SaW<0{c9eO3l;$m34X!75a7g?Q&_S3@C`?>Mc3
zG^jrn4afn76yI63e^*m8)*%V7Bio^B0*lUE#WXoQ!*$lH(vKs}H|H(0%~B_Ye8R0(
z^8NiTvakdjb2g~OyLEA^iW{#y#lElMbr{kn$=BG^hiyEdv(AJ%N65Z3``m!wC|au{
zAVoaCxk~gNZ29Uh9FrS}>l%o>Zh9mFu^0>N4P`1W%ab%xRveFW&=&PD(<I^6-6yst
zG)YxNzD@7B9Om9#&3DLnmA$hW_=;MwV&dK#h3*oD`^Z5SlhxdpBhAIpFcMY+!<BoT
zig+CA6pnuS3C2A7-8TrU2YakkBH{wZ=?0Rmtp~l!%m>Adp8)_MBlm4hgLCT2y|K)H
zM_IV7-@l^_@yXOxs5mBdr~4S{)*Z*AC3`6?S?hIG@Oh)Z9BrW?{L|;Av*?%;dDQsI
zD?Yfba)gRIH>%kI{v9jH?7S%G#y}+=IeJN0g|D=8HZ-q@Yg9diDEXt0Ry3n7>A%np
zRc-BHxf|<4N~%EhPYTtZ!-TIoX1~;z9_Nmu(Nd!GStdzMza1|)aY+h*v2Xs0rS~W`
zqiY)(S(g^n2EmwCq?p*ZaQK<lc`PMYd<+dg96oG6Ad)Xn-p2)nILhO;O00aU@6<Po
zMbz4XNlCY9`rZ#}bO1iaK*14tf2dw1YvaZ4iY<?wwh|@NeX*4chu>@3;}!(zW4hz5
zQLAg~aLTY8u$kR7q-9QsC@-7yQc!r&JwYIL`O5H?oo4YVUyaQY^<{a3UoHJyRnYHy
zSXuu2r87rde*t@Y?)%Zt0HxpRn7Q-T;FL|CE4{B_l_C7fwdBKU=DU)#0|5ZJBo}#j
zKKsh5hzT#Gj8@))Wx&D`t6eYD|Fpibd!9w0EKczidN}IDxyJggIAJD~=h$i0|Ex#u
zVBf<@|JLYSHE9J(HIH^^!b0e<jg=bo@OKH}$o#w_Y%LMH5n@!DT-5jI8aeV2fE0ly
z3zm|8!0Cj)n6H#^=R{w=qNrU9>BO$SG0KXYd3`#f_7xQaH-S)f%ZH^7jZ^2z)@N(p
zyG*!x1{zagH>R|$x~3lGk<mX9JQc%0Ce^><gwSIdFW)+Pvu{;fbbX-<NjOBFaCNah
znsc^1N$L1;ZkJqh*?X9TF#*f!-gqCYx!FF>1{H@SFEow7bo=p{_U9gryuBe8j8^`0
zFxyayplcN@=lmf3K}_^O3q|NfsO8{DarEH+lY$5LrQ7Q9C+(>EDE5eV?^If9*uH?Z
zFJCja|M6HZU2c3Gr*<`a9_p=g-TRMvnj(9e#S5kKq4G+CYJAmVsA99zb6o`AzH!?c
z=KgdxxA<8uzKSYln`4b;)D8gHZh*pLawY)+i2XdgeB$zo3M}RJ*v!+97=os3+W7dj
zIyr;PrS$kO!qyWCVCj{u{*p;t7f<g`8doh6_&+RcN~`LcsPg>STrC#Wp7SuwBry6Y
zKL~mVYrhS@3bQTJ`-`|f>Qi`ZNM)&nbhkH@^agXG?dGl}#ctLy2i64Yu`$6ewKyiZ
zxF7e}<Hj3yfpqJarR0eM7f?PnK7W~YsE!_b=EHSzwnV@+*$MvUkO}n-C72Ytua8Wc
z<lcQy>Rd5aJl|{d`%Fa9E)1=$I*99oa~M}*KMeImNtwb@f4Q84X$SdH_@ICU&J{`E
z<}GR19_0OJ_f^K{-MdEFj-2>$Y`-u%&STBjeq6T%2RM38gMmWDFRn7h^*8zy?siLk
z(n_p}#0nOqQaiIf|67gj0cRyYf6leHgM&)ClKL7zia!_aqJru9r{0a8p*C81+U7lS
zTs3i_PefH5c=!$iFKTyaBHq4}DgZl;k3H{BOUAcT0ytUtz7HMnSD2T|KnY3P{UF8m
zMmGzd;|7`vj54k|5ZK$>ULHT&IdZL8!sEAHTY8*tnL4McMXtGOo1~{}Zhhl(%X8Im
zrO?fbEiq<ADc+9H7es$LECXI&NHe{^9Kj=Sh3E8t|Do<rbtJ`JSbdbGf_AbJ0?7J<
zj8QjlSLr#q7(sTziQ5?QH{E3lUK8+bryV2$VqG1Ex5sCRjxtIMBo5hca5N^_^n{0V
zTSjY*r8+;GNVFR7gHC{as7_H6hv&$osoxltB>x_jB>AOFC3N4jr_>Ve3rh$29GlOx
zZ0=<rAg!*Os9E4EBTz#yPqxEv<+Y?qO_hpZWfi|tVL?hI@r#VPG@9+8v+AZu6HkNZ
zpcmTN{VxaheFGd&a=0n|JkiR5%H8~VG8CP<Mdo4TxhyA*J<Bz%1{P5KR0nCzw{)mB
zOxG<|!(-0(c{&6bgZF;Cjl#~WYYK59W&L9ULKcxZ4LZ@|jRp%H$>&XPCJfv58KGu0
z0IzvL`f_4^2hQ>P&s+R`RXh_Up4~9<J&vh57>JB7TfQf#o2hJ(jnA~!%kSo8*zC|i
zJD1oQWBZ(&6Vnf}GVH})%x4s0CmWe|EB2;!%lK?|mq}6jf?Sk8nEqAgXQ4=b9hQ0h
zzT!(XuJJYtyovoi{H{Z%wKeVe=y5rm>&Wq~4IN<z(#w~Vb&C3^E{O}IsD4r+-XU9^
zkG3Jm)Tm^#47+hyaA&qEV9zo`y|}UPGKyXC=DjL!g@(5#;4w)Xir;hTD#S&$O$`pN
zzZhB?*81rAt|BCDqUqXu)4^^p-v_wE@kn|u@kgsAIR|4t0By(B$>vGmQTYCzJj-?p
zh%<Rr80V*{meD1u*OYeDLH>iKJwy2XIc=x|V4aIp@q*uezG3xs4*uwXKrw$A^!zF4
z#b?%sYC6&h11aeLOs4$HAk^GWV3d<26v25dQzMTF8Y@>>E4JoS!X)Zfn<W?j5WF7y
z6++AEQ(_{I6@C!V4vk#hGLhCOg4N`qFi8xQ4Y>#<IQHsS2lEXj)%cQUt~$5<Z{saS
zHBjw0G=d9wEI%8m9wwxxqcW25NT0i|E)e)YkFp=LnfgF4F;2)Pv5xfGJ7cI&;FQ3P
z>y<S|u2gIS=9k;A?=4cpLwyai;wUso9(CiJg6jHZE|ZCBao9j2;d&V^1hl|D|C%B9
zFiPyb4zgj@6YVkQIW((x@vB+-6{R{pko1eVE+xy7vc5B}3#)l|HJy?6_+ph!&t{*D
zc9vn`Gro8UiH8|V+dR&qpb|mq+gAS8Rs|&oXbLiYFA1L9ny<D&t$iGfX#VRJfYi*_
z&M5t>>grd{@?T?NDaLV&0xy=-$LAo2De``<LXx!~&;SEwIuuD@uqTmbNvkJuOSxNs
zF%00^+W|m40{dvNk#sT*QlsWFAJ&dUxly?{SvntX8dz-+`qEtzII5+|$JoS2fi^In
zlUHeP-D@QXtPq4K#3<^#)-`m;{zo|GPf?!Rg{3XK%!dTGT%6O{h{~642N*L@p(yEy
z9VV)?R3E00_Bkjg2E2u+Bf=T?>>6&(x&MR{K`~$oN5Ar7+&mqR6B-;tD2C7;23F%L
zXt?s7X4SzEp$5#_ho^a7>kj-$ftjS{gDy$z<|4djJiX#XI}2tjHq(VD8NcJdy}dN?
zP15&T62AyTiQ{4Fjwj)kUj4C7{aFX?zB5OnS}1dfTin%2M1v3azB`gEa~Ad8ZcY>j
zu~@Rp;=o6Pszm7EdANsMjuG-I)k;oPq|ekmZJGu9QN;c1nKO-OGqZp%Fd;KG;Y}zb
zto*H6E`WaPm>SwndG{Z%FaKVCd@}c5LpCRVE)P1sCn=5f8gD@|(U#e)=KToC-|oBR
zwlM(9TJiv|jBvfY_wl9(9G<QI36tZ%p;HL$e|Ln^hC^SuapOj>vBdtCF?6Bt8ya4O
z$p|j;)C3@3GJ<|%d#+wQXyT!+#bo^_tF2APRkh12VELB?NFHz(tKex<3c6irS_sDD
z=AD2LF*&pITVP1DCDq0tR-Arh6ldZ6toK$<6M@*;L-#9JYl(3~`sjskWQuaKOaM&X
z$F_F4T3s<zCm=pLH_6=Onln{1C;^jB27J8zla5gHd1ZKZzzre?6NG^Ztj~Q5Fc(Dn
z@u1#JKtRTh9F0{#^Hp<oMcmh>2&(0|Dt-WG7QegNj2O%#!39tb6R;xYSN1tG_eN;I
z5WWE!YyciSSm$|dWT+a*v|OQDeBW8NvrrZ%Z1<mo4wVQEuWV>FvyU$ht-=>T!MC@!
z<B$8fwVbQ>9^Z&Hl~D+ZbFajsv0P(#f@*#bI;?XOp+bw;vj%=3Nui!ZJoy)e$RG*@
zQZYAy+f5A+^~}1zTt#jWXy}i#-j#KKy{T8)k|rO+un1(Dv(R3bgRnu6sg^@y`S;^6
zT&^uCPBmR&IO$;b8bmOXp;y-u4Z%^Ne6>jw_<rYnVeU!`)>Ii938aW13Ak#U;Dha4
zmRMEglUo&`D--(ifprPV?%ua$t`mDZ5eejg!7BRrs0Pqh(>{>g&dh2{z*vOZ{N+%V
z(L7i2n)>*)W6M+@_MGO;B|nR!KBUP2L{)JVvR{dDS${#}=n$$9%yYoQg9nqq$=tGq
z`pBEZKo@^NOiWz7PC`oh1-OPl`pPYC2BOOQUZ5P9ERWRA^+0WgfCNAoYCc=drS;_n
z<e#cl-d>4t2r0p&J7xp<mHKeZY1-qGyM}~A6SxmXGTuA5)LTS-?v~s8WzOG5YSC!-
zAt?=#H{=JUZ*|}_vtBP9o*&2c#1^31*=$bS9(3>jbd*Jqt|YXPKLitGeYf#*$c9|3
zI%onP3b(OvSuue^g<CEQ2-9A($eJ<Q<TES=Ag&=Jso=!0U*NOu6Lwx4c++ofI{f`5
z?1-9@cA;vJ+1{`6-ZMKIUI4Z$2|$f#9b8skhZY(T*k0ELpI?QkTu8lK>NtH{Tf4`k
zE+#Va4w!)U%CG$X=AUn$#x8JW&)_se6!(A^1evP+r~z9Jbn7SjkNVG||KzGuxUbi@
zo#JSCGC_%bZJ4)R5!AzU_jUhnoz4@v%g}AQyy|F;Z1$%gbHHcw#%!Ev;%9`l2uM%;
zOmC4*ViS=js2IveB%oONdnHWl34Uu!b6{XV9V+&92!5KrPIFy6K!ltHKVEf+P@Lc(
z-O$_Ho2`+TxIPx4tPLZWnpQn`=8M!}yxu39s=dEJL5)}k-Lw|;`ig*6<JfJv*k9I3
zh+rXl&PfP^g68e?IePl|viM8g9<!Vcgbgz--@a_j^F52lefcki6MoOfM<b@+T1)-O
ze<o4vrne@W3O>f$2+nuvH>{p2Ozg4%!sDWvB>TdXgbwc~9>IS!&kbZ6!v7TPLDwdP
zEw`Mff%fI@Dfp2TS59R<T$%Iy$l$@g5L{#m><%j!DFw|se*nM`lW?k+t8uUvSH@!u
z-o?iL0_mc#;}qn9$nY^$HgWR;l{7i<n+*qXFE|i)e>NrqcbWEVwFbAugPp1ahbBQG
z^VS!EOzuIZNnX(aw&`#506p%%C$+DEVm0|?2MI)7U7C}#pg2$5Ss7_MB*TE@!hFzM
z^u^21E?g{E<8m<qxTpNEoa-C(To@y{Y|xm!-J#{WRWV|qL}X~cKelr6$#{4as{N)-
z{mr91YwK5=zb_0n8%mG2ezLVRyf)hz2J;M+!)9MYl?G@3EfkQ6Qam;nT-{3Q4&ZG)
z&QV8(#3M?`r>V0^zp1II`Q{hr=il^y9<Zl@X4`k5IOl1qHxCXPoD<A_xwm74qgz_>
z8>sjoL)Mm*s6U!{oowj`^)v+lVKM>L&@$=S+m;@$cVh~`w(IWcHx7y>rSel}T}#8b
z9A(oIkRL4em8@pV;Y464MH#MdVX!I*G~ftP%A!5<8~Bg}g@!sy=oW*iF{r&2f%+@#
zvB3fTMr5QT1mSMCP$1($M@$im#=+mBfvyehNBv*<0rp``;;z7!%6gPS`i5Qz4J0*$
z)CMm~v~IngJrC&m%&_RcgH^X1_*EeX2iVwG&Mb0j{Dzk0=PP$)YeE^(cJJ1{yrj)0
z#w5GdkVYKLjS`8wS5N(!sL63fE&bo}$4$eb#^<O=it7zON9h$iLISc8?x%|G7@OI~
zooe!Y2oATL=cf9+7fL2khtt_u6)&^020*qaBB?AdKl<KfzzE#)x3;%iKO4(})>8V;
zofi&CKyhAy`5d2Z1|?wR&{R(WJ4EvjAf0LQlGt66(f7uiAUtgt-XN{1c>%s{++bQc
z#LdG43l>KR(Hod$;88FNF?IxYUx$Ld(a<r>&PHvC--9rwQ)d7YXOOfm_4EJWXs)Zq
z>%JKf$A=@l_N+&$A=-`U``mjhjPe=?Xlebh>pkUyvWWUrYf!g85=~e1P(auvcn_e>
z`@<&KkK_$QdeVTncNbWmha)9bx5OUESPcsv6OFWC6#3V|NB;^7%L`cTFnv%J-~uLK
z%#=FeFkOHCr2o)WAir~0x;b%o$^U@^>FR#}q}?eR^xro9{OU+d@GBm-7Amo~lSX|4
z<2Pv*bbiIZA4pYOSO1#ybcS#6lsgfi|06XwnR!PhPBU$N2iV|Ul09ACxNADT-(~Qs
zuy9v*C3FPd*#N=CrH??TFcwv;D{?>Y^Inr^uAXez&&E5~Sfu<(ZD%68tK`m2MQpae
zayZ|--1~eGg*`E}dNPshVi#AeVx7<td~l)Ou0;&Efu<fU$<lZpn(#Rj5VZp_ID}YI
zlH=sxPked<11<T_Nxa&aQ4E6Q65GEzHdY}-c@OOIWo<mBQ?s}ON#=V3N8A^IZpSAu
z(+sln*B`{95>_`hCJ>MFZ74k66cuf%QOU8$i@JRO`DWsIWz&13ZO67GeF5VJ8tnCp
zQlmes!G(4Lck041p*|G5x^EsAIitH;%`Z&>W5qSPk%&=(e4X^|*GB-fBqS1CF{JM!
zBVP=vH4eSf4L6R)=awm;Jom-gGYRH<2y$ON^*z{;)HRvdUMG@$8TIRaL}Iw?gRBR;
zUnb92r=rUXMmSN>i+|Gao0C-_CH&~J<8{@VVGI=&3Oa=f;B^LSiAhs)b8{qF1R1)k
z^NY)rgI=ZsSFY%(@iBR}v|Ii>r%JRo>v)1`=aN?nbDu+)x#W7g8pUwuUe%c-24w_v
zAh-ODSb_yzr~g(M(OaDMlk){hpk9XnJg3y9-)b$pFl37mosN%Cmavnrg?SQJpgFG0
zFkW#-%zRdTb!FAR*V^IJn2;d~HQ5w*UaI!>5TDaKEt>qhC$XpGRL=A{Qh&8@Qme5A
zm<5WLXV(f(11ZIqV$~3YFUZTt&?Uj`Y%Y=|1KR=4Zhx2sGTxAUhu2QwipzqPTwPkK
zR9pJ=?}nw(uw1>JyFGdZae?H|JN5bIa{&3#aYoN4kidy9q)~p{7rJ&pO#%rK>=mBq
zjD!hDvJ?rhx}wqJCop{J=u}D6vA6qS7f~UVPCRq{Cr#>OI~0M4*I;6*DJRaQ4mNko
zFGgQ%1-3~1Ck{Xqt?%sZT%u&XH_k_CN;(A6&FQv4IJ&N=9v~9Hz0KLAjM|z)D;{~1
zogEo0dTD3T5G!*2+UH(eo#AWa$6FG61l57e0nHM8^PrMg)&RKr&nJB$%37w8wU=!u
zSC2UUt4C?I0j!%CP92bY=<%()fG-Mg5cJlQ@ALr_I@d}9kk>pVW3sywN<B~TIiFM!
z`VY59p=HvbkI>bb0E)8gONXE_AAzdH0!~uFA|R=VxmWpFryncq(^}m`zlp7_Ee`nx
z{Py;l^XFYU{Lk3cOIzIgsfHS~<|b%u9r~*?d|s6<RKlxKrANc4E{kza0!uGxBZ=_Q
zur8SDa(7zl;-Z{Cp%y0D|63vTsx4p@O<n2GxNpJ@CpnN!9g%PD$tQ4L4Ddw-1=*^#
z{K_ZaXl5<AV55??K0Apvu10D2dPN;F9})cG2Wzdp*sw6FQor)3CI7k%R=TY#@R&gg
zA_QmWI1Gp+GlaYpNpxU{5ET<+a-?mj)`WGxVfurxWDl3?IyAncb(eVlI8tSEpVx8Z
zf1FL6q4cdbxTRd=>obpznxGz9lHv^XmMcDgbxrAre0$cx4P(CWCxr~S^^hk7f^g>@
zXc-cLLY!~*=Q6Zn$A>S;y^7)isrwEB6p2;{@`1fbZoh1lBJ?6!E^e)<wgHKLwPi>x
zC^Q)Dv}S=I##Ll|h0UmB?feIIX6KKXTq8Fj2|@u1kOIE)i44I(Wlpn(gA&)(PWbs>
zy4BOjZR&cg<Fkr0=Z1>MA|ds~&X30fDdW_Xw%5yMjD%NWdS4WM>zz<s!<$u$5g$9%
zy)`4(jbKs3F&S}aUtpl|fOumc7y-6$450S6XSsk#E-om{HVmN{4pMTyvIehB5qa27
zv0WDoUnp-k+D|qO-9PQVYZr0SD+*|I<rO2(P(YGF-uh81<iXpFWH(4(+H*9*kZi4J
zz&+SudiH!XY*UyV>1OY#q5=VVs-vM`%pf3}Rz5nmfA{{#qdYD})6U$bUYntL3S}|7
zjv8T?WrnJSgAVc(X|Bpai=U6LW}Y}gxZhn?mR<$TaUG0+>8kJ$BA`XDlseC6-@=X1
z=4jM>^FMX=>E+QbP1P8DVQ)g2@ZZjoFlM$0&mPZ8H|+FW$I0(CdF~gg=JsDAnDGsP
z|Lmvh8G^)7zExpy^XiB6qIZ|zC&0Gj!YxO$^nHttY&&qk2Y@8VAsV0Pp*u|jR80Nc
zq`Aea_)R0vCv;TeV>kFV*V>q9@BM5KanZmOlvXS~0bmTZW}bS8D!#j@ERBV#Ejl=M
zuBRYaF6sts)6^H(UOj0CxbHUQ^!JwpMu(*DD+SDUH-6#}n!X?*k-pzYArxDyn5zQv
z0g&R{P4*C&s_l$dl+qW;<V8KJ>AiJc2vXkg5l*;X@y$M@2!#@#pc;*}n`*hV53=&M
zj4<@T*o{xR$7MsM;&@M;k6{89h2O9vkhz+)CKAPsW*)bB&t&D?1Re40zQHTy&<to;
z(>=DT9^msJIJQPfeDO>8;VBh)7NX6d+ax3C6|!_oc+cO|O$J3LROEqRj-v0g=cF9=
zNRF<~B0}7w6rI4=jwS`GiR+4DR6Mng{5F(3n=&Q#tZ!<F7;;b>5ZIS3>x_+zYJTo_
z?Hz4mxp!h6=9I^e8$nHmC@?@fdm3h|fQAcEI%U*dyZWYoq26er>oh5q;5-?V?SlO<
zArP6uRw+z`p#%TDHEp7%j)~9deV+4$==TV1tOYBrocR8L19eVbZS3jDgTt^H$?c}!
zM+~+S)-Y|*dbwTmjv?MY=+$#z?@*>c0og^9p2BM^pr^%~`mU>rt8a%Ql--|R08jl9
z*Y9@qTQMI%&~7DJ!sshy5P|uSjR;k)%7^+-AVMIZAf5snM9@Xp)_VE-`I+?<^MF#I
zbcR6g_~`vQ_(~1Ty#O-Qw@6G`T*p^K@#reaLe-2$vduoC)2Eqe1Fi_9==57F3<%Sn
zJn1X*87&aCL)SkUK8s{?f8LHJBY6|TF@$n_2~JvlyFn0)L5}$i+bq!lI$x&_|Hw0!
zIdKI+zi~n^cooRVn`LMx&Xa%h0-M`R<DSv_&t@d9{NhH6P@ptrVV08y4~V2*R-XV?
zq4putb@d_K&EC$YX?JA;Oy6386yk<ibb?MHc__0G)#^N-)7$Bu4y%mb&qVd9?>{iN
zDae{#XJLV?hn1{{$T^|s8vygms~e-C7?-6X$5lh4WSfh+|3XA$#tf~9T?1#)5+u*#
zozrQ;aH#z3wW*O}rT%sI$ra4^zLE+5(^te)(3C()acM92&wT$VRm&X3@JjR_`Guw4
zp{3k)`3cZMl>qq5(kl}L9)~G_Cr!<ui*lQYGZo{#&qko4ilk-M?Z+sY1)VTuE-t;#
zw!?DCQ2u58Cp<PWfuvk)4_pKia!`U(wHcO@B*|7%TBx4KHYta@_RMwIS76Q{i7-z=
zS%rM9EBtp|HJuzv((%zS$&IxOX)Kywezb?@X#N>9MD@9Vut3=5Rj@yeUDcx`y&t`P
zOFeOwgDGLRAHJ0hIL&w-H#61ImH+3HwGh&wk}^+f{kQtFA;;Wl_Svr~TdZsVZfk-U
zLbipw8wJFV3XG^WyHIH_kgRBC-2KARyY`U9Dwj{F;tV4y4CnUW)TgdXn}WdNLTPK*
z;8tWB9u#B{o?>LCIBJ5W*0(9FB2pHB!T8n(ojUb?{QRkp1fd5H?4VZ>SX1I~iiUK)
zw`^VzU&YfGoMrJR^O5_$eUbIUoanlMcW|VobTAV<{8>eAsKWPM=DWBvCxTSmf(&O6
z;xYJX^Qj(u)WS}AKcLLMU+BGe4pc4mQATa7ZJX6ZL-X@}wO^9=D!G=gMs*abZ{d=R
zC6*q>iTEPvJVYJ>tmDQ^N)EyGaZB|JM|_>%Q8~4W43HrF09{TKSPmfqUKG1V?pT=Q
zK3LQzZSG!Ab9H!JUp&ba%Uk=E%PrpqSI^H>BtdksP|hnzi)4Kk=8Re&m~3(Z%fwvs
z^QAJS#mfjg(0IA-=tPfvTB6;@k^(s-GPWIfq!V-OI)xm-1WJ>`J!ram&41K@vpyy;
zl|@xN#ay+hpGJI>?_lUuMrJi<CA;FJs&ZT!R-DDy;-?4uAkoENLP1-RuJ8sv9jzb^
z<=}YX1UZAsVn7xW>BA#Af@$IyCbHF_L~rY?@=3=uaH_|Xp?p%VY%*`3_VXVe4ipy*
zNo{BG?%q2I4|+h)eE-VluLkBLsv}W{b?f(WcgzBaArZqN;EtRDQ#J6CgTfA>EhWGN
zJ?4PxwHOd6ER-pBi};c;JNAw@mhSbL2oXFhK&>)cfQ0dQg7{bwQI(wpUd-s55t2>;
z@QtdY4*l1oo3>Z8Uw~<PAiE6!mGAcEBElIaKpcr9SQVc@UWLf3>}jLLX-Yn(vIM>6
zomWX~Z1V>G|LN1#W%IkelV87$xIlnSO-pa9F`-~QjQMSGnA20#zd&a2HFp35-2yRp
zabyi?+n?hPgNZYel9C$>{qkmJX6elfrL#9dL>j?%pv58&9K&<+*=qjd4T^(T3*sIq
zr8j-yLJ7-=SVfzl(`GwXySV3$B0g(U$)-yM0nALlwC;CUFR-{w(?YsdzPHgEM~L<X
z_Vv<4ybW6GwGxXw^lpIDCTLB}%v?MuE~U6*L>e`BO&E+gBP1H;z5x#+Cq=`7WB-E5
zZo|;xsPb(&LR7{X#T!9K->f0+00K0CFe>K|?<#SShLz1oKR9kXOxVbaEo(Y)0nB$^
zp0F;ftuSXo?FLUoUZtFA=i$RKA+l)oqIf=mE7iRmgZ<gs?1x9w{RO`Xc&GM5)z2He
zD?vq8AH(HSVEpc#;ec3BSRkE%E)_~&B|h$1@AV>cwk%iGK=E{&AIHL?<A^j`5Yo%!
z2y5D&9MP$6;ntMSGmsnn$ENW|7QhSqq~yT^@RCh$hOtFRqKwtm*I}Usn5wtXb}2dQ
z#h;YG9f>6G6V-CsZN7RBOZmy^#{L-12^aW-WOih7URKlgg53i<6hb{ejO0NVO1w`k
z0UnwPX1d5?go+YGu>ev|0%FJvh_Qm*$0=5Okyo#{uX)j0)%p0YFHk&xp6hkyOujNE
z<h)^x^)@Lb2m!+=YoR+Uixb^)U9UrJx$T4}M1Mr~&uP1QwHDn9cc=Z`Rb>QAfy4Qw
zi53cIMGNJtN)p>sSH9O2SYV!xP9|Nt^er-aXI`ky#k?bAv9gB!X0(5MvcNPuD)hqe
z@(1WjxZ3>*_SGU;Qs|*QM7d5Qg(M349%C^E-oud2gEoxb_m<Pl^%yOC1n+Bz=JvV;
z;Oh;ur~KYxsGV0sw<wLAN~v|+^=y?z-1o2N{HI}5b1y~ijj+cu2g>wjBEex}>hjGJ
zN(>{w-*wQOn*06v{)1D@RKVixv19d#C1XO_*mO!*c7BJ3)v&CpAfcg04;I{m(2EHa
zQnNFk@J}kTNajb!Wq>B9-l1)$*F7udt%z(BjF?V<6pJW)Q$4ODo1`H+t`c-g5<Dgo
zf7?Rrf7q8QC{FcsjLQ6u#Vohor2a*QCnY$H{&)I->t)#hb!29^*1a-sFS9@2*YPC|
zOTd?V{Nr){F<0;69fhxCKlDSKqGQTF&%6PazxmB1N6Mo&T?~Yz&L;dS@Qr*`(FNk5
zEQrSyG)J<*Lf^@Jz_{^FicL;ZplehHZ_><_+NEj+p;prBfB<C^f4tEq*BN`bUw*vt
zLzg%MD*@Y3U|9pg?Zt0odPzFbs|3{!v90#O*%HJ6N_t*LNXzrBm1t?|!%guk?JR#o
z!6<Z})H$gy7MUCOP*xpK_7+8q>Aj}!B9<yRaII|AJ<5^!2IjMiMm5W|w)Z?&+<*cN
zY17m6WUbscU7A=&K`F<tZdGdp)oWT4@72XU^H<p!%|({n!>GppMME|J>@QQ*mk~;}
zrsiP@AI<>^9!q1O4Qw0C_vAmL-`bJ_7<P5EP7#N`*yoM%wP6<<k6xH#3v~<u5hAZw
zd`bG@?T*PI*FAh6m#K~`cUgcwaEU~c@M#s5pd8I$`-IVp0-38;RAE##*4=Rh4m7Bu
z&hqy)c7X&z%AsV3Vx&7?;L2A9!Su)Qx%pzR=>P&qq<zasBDCGty@5IyeURuT(QLV>
z`xkNwhG5Biv<JMq=T^_71g$hR`_4L3pEkMjZ|Q6U>0&?lwO`~}h>T;$B5zV`_Kj|P
zej^mNMX_HGvd9W7mO>2@OWc!^k|4hdECI{@T+b?8qxT_E<<6HBxR4}BO`qId9Vjb0
zp1|13j8eG4Oj_N!Hu<yZ+=|Kd&}4kBw#(<mk8$ft_aC5!_J5whAi5dL#Dh(n@DQb>
zfV=6pNy?l-<&i}Tm1<f6L6VFI!PeW1E$feyfnP@3DV-AsUggE)@fjWxQG>=_pfOi{
za0$n=vRDO1=d?0)X%~uX*5Tau@25O{dh6{^UTc$J4OKe+rQL@Je%M~>&s-R%h9dGJ
zI_l8<ih_5yyWa0IA%6W=`R1%?J?{B$heU1y)J`0qZ=6Z42A5C3NTX?Pf0SMZ?&Idm
z$dgBuQ23y@%u4g`2%t!(R~QGnF>_b1<3DQI&Rux%V(1)wgHbm1T`t!0Df|Zpai2)F
zKj`TN)$>Y5Mg)dNK=pgm&Y{t^dj1^5-zPGBxOYD3%0gM^1uSo?oN51bQfOdmTWpU&
zN-l~wUQGH%rL|o_2B<6PegAgo@EPxr1EUM1a!*r!H86p$<T7yEuS$w!qqnv(oBMlq
zH<ybXGU8qqc3)%-2;N#12~#cP06MVub!e9@IF({y1S0BYx<2tyB<hBpiys9epVIcP
zE{lSTv^nThF7)kKHa?*@-U<Jm*&LVIrSss4HrR~k4?oLJQf5MS^g)pfc;kVPMU>7~
ze@Rwj&s44RbRH&Dz&z~%@7)OkDc?^0)!m06^OJoo{t{6Pm`*aF2t6C?*$(0L%OW3+
zzM#e$?bMHsLr5=4>^d~9t(r!b4F+F-)REnm5todF)E?ERy2vERG<Zx3_Auzz0OPa2
zCyjN5zCB=L>0Vp;4^$R<JJ(Bq7vKIEC6V9A;Sfxd$Sj9!`FY;p4B{=~x9Bv2qwU%U
zy!gb;(J<DlSH$|P2Hi5W+KCPK+%*g8iCdSKe?;fjJ8q-6(IK$pK=smeEh)p|p&HGc
z4gdf}lF3?V2(-UNNN^)=@H|hVhffvJ*(Z5E8EA+m8S>dMN_~=T+2<59890)Ou~V+_
z&~$NRMEy4Z?d$h{KByH)1=NFB75faOIJ!o04@~pO$k1$_;?9~mhk?OB6*n>DAi5n>
zVzvMF{W*CJmfA!@fFz^UbPk(DckC75{{I3~Wiwk1=aHwMd-ZFE(#sdb$Bq*WJ)FHC
zs!9TdrkG@;z#q$?S79GQd}tB&sBcmX^S?V_ggekepxx1t#<CQP0Fx3GzL8Oa3r=h1
zlSbeVfd7CHP}`@!L*zg;bx-Wjvzs9exCB@)i4H@)Zoirv8i;>J-G~cB5vYIk#l_=h
zd_gI*iu3dtLZb)?lO4^Qsp=kC<f88@zH3!@B?6fQ*f)szNFygzAt+EM;TLYG@h*Dp
zlt#BWN5;tyO3>hev9wJ;-wVrCRB7H25W_8Z{Fj-j8z>N99wp@W7eE@?Y?q2o5Vss)
z%%TNMj!H7t`N`$Sxs8LJ#e|(g1F+rE^W0RZ0nmS_Gie={%I<G}`7dTf`=OUZymk!d
zwN(kPh|pSe3d)-jDI}O}Gf)wOz&#{M;nUN23XI_Tt}R0rEpP@WZqJaI`T$G%Xx*2n
zCrhs)uATt$85tQtrU66Uzlcvjt(OjCrin>ORiLMhjPovPR#j2Cz=tLWBNSE`dkEeX
zyf7c8$g8!r6-ltNw6LttpFc;)78(X#=Rl~t18{5A{yG;hHspYmf!MJE<C_UTQ2Q=L
z&;h?PQQ_l5eY$skX*wgFOM=PMvzXg9c2rBsVnU{)D0Y>nse2q69Rx$hhs>m)F}>%c
zI1pnZ%10=Ogk^WaU^o%LY&`C3X2{41#6SqzmvMZip$<tg`tGlwpp2xF+<gl@dmgJU
z?uCj?{l9qzi+z*-xD%dhe`NpHXa!P31pIAFNi%|41D;V0VCVO2wVdm~$cJ{^#7J#$
zVi`g0t1D&_4nNC9Rro*)UE%SqInsT!awqod#YVR-@aw^U_+Mzl^7arnhmK><@dpEx
zq2Ki}q%DW!7no7NAXxxTow~h{=^oJbbp^R;f)}tr#Gt8&OqoW(Xr*PSj3dBRMHJBV
z3@Ui8hYSgrMMO<USAX8XGkjbk+5{B!KY{<%JlL923hk`hGBR=e=4YV2*zm{Y_5Z!g
z6*21ZXl!nPVtpnqo7P#h&-KbjEn^ArutYcUH=r}pzA^hew3O1>SQKK;Nc9a1GYxDT
zpS{`G%NI5*L^(NHkb7{^5_EF20UuZAYLUjr{RZ=L^;CNd5N?khJ7zn3lAQc0bgp4k
zxvm|v>_ZCHE&Xy=9=JI|LuipA=oXMeQ2CJI!`SzGKuSocgV`r7*=p>N>Nc~7a^1Yy
zG_Q6U7^VLHxH9AJxhb>QXK1en^8PfO`PxOp)dZajiIlOU??yDsZFo=~O$!9oy%Q8>
z(Ma@M$pzOGctz;%FOGlIDWYunqFLt5NzJNo@#@u=FfUqUlUB%@q0D9RCs<X$h;Q(R
zkcL6&t72T0TbJQ!rAYgeBF#?lDL}?Q9jrzAL92z}6dm1+^B(l7Cr!0zMV&b=UAoky
z0Tb0TY@~<Bj$w?AaaIn4mFOK1{^!rxFl~=!WdP6-Fghscz6M(sDQMX?&dz9LE;d?1
z8|ElE8`A?T8>qHT5Jtu9-%p5phiP*nIfL*i6c^X3+JMi27h+Qa<|WWdGKLZt@hxm>
zCO{}qmHXS4mG}vI1ieNYs=YQ<I2gK`XW^N0@6BaF!N2%ho?A<5@AK|=eI^oo#yfo;
z_5PN0)Qz_o3qQ1PDhp7ww%3i@uXld1shq|S3umLhp0ts*QsFS9;WyV$6Deru+}I_7
zEGG5Nbrop`*t3X22$&a$V*@mFA=F93q>!lA^X>m1hC3zoA$x-ddr1z3C1BPew$>tp
zsGC9<MQM;i6lJ@+Wmh!IEa}~c*HQ;JKJXO^>CNc^I;5z|6X3!%#SzJdmC^{&@)8pg
z!WnM0y(Lv(k;r&-^lcyaom%~aa_w$Z7W-nCYRZN5ZLZ3}17-Y2B^VeOP>2_N1KXqw
z$3g^<;s3)kXT#AuIyN@e+y|U>=A2iXx1bhE1#Fr_zq||Y2J?gvKQBOG@msjp7wi03
zj~|D2CivVHBC@ZH)L5;lYl#;HX&7o{=>%4GAA+jrJE&J5AJ6`d3}8OY-GfYBw|GAG
zy@D+ST$HAH02Q%DHKb71D!-u<K<tvhx28$E5q8EC*e}RzS*&R@FYt2;t-42|)jtCX
z=KtN`CIjrG%HhSgXFl>r_+Bug9{#BV{TPAjZx|OGUcS*|2}H9P0P<JBCyAPd#<_Ne
z>1xy8Px;T{b9nDHCr(UPihCG-Bkc4B<N1!9)dBY0TpnXF$%IVCM<~ajsp_wsZ3%lv
zX+@42oC`pXo9_CY;;>UPnMh;^MY;lp{}l{tqGY@^wkrnSRxSf>fw1xZ4K6@zM_`FG
zdEL}6|AnyED!q1&ojCCy3?)#A<9!LI%&kp4^rjI19k-R=*APJhoH^u-w<3M^W(}IW
z^j(KZz;5XR%vysIeiYDZWK>Pu4Tngx&~|cWW@>&2yAnH%<)U&e;_GLJFrK6Ug*8(i
zW)^K6@4Ytsw0`ymP@I&<Hp0@d?>M3Oeqtn3v(vng1Evl;FYx!CyCJ0zay&6dBd{$)
z@qj|8I)I{!Gk#U;+lg}*E4p6QA@dyn8hmAiCcD(2loCsVt#{#0R)0I2K^^w|StP;z
zp!wH4`u5XRG&Q%Vea+5>0M*{!R?6{M#?vcp%D}6$sVbpV<Z>N()YKj_d#jkF5tqZS
zQOyC@qoD`}18+tNq~dYN`N1FpgJd68iivGqL>+7e&bItX5tn3;%_>R#%EHIdSbTIq
zCqjm3-~2@v-w1z<W&LVyj7~b(syTOGaw9e?li;I)P3i8g?nyHD`cPHTE;|b{XcAgU
zeC{Sc9pU8YV@!fW9>hA7LkrKk3~xMzBn2AZ#Py+C=my>-aXbsEE-b#@0rg48!&?~Z
z9DC?3a)ouEV8s}F19x-@Opw~zH-}?}T?4-Q_y8`$rmDNs=Rl?F!Z@T4TIeD%xNM7n
zycn(fcMtLO5p&4lU7%y8N%PgrDBH|)l_EiM5$M_5=98B|hduC2uo#bSro1-cNe;tk
zi4AwM=Fyt)iVv@L<P!4fzX-7hgh_il@k4IAuGnW<VCM!lT&S!p+rN=8RO?GO3hUBD
znrspk%^>3QqkHh99N&z3<}Ci?YdCLTfvV5Gj;Fz@C_Zb{d(W`rM#SV?tO*m(_wGcA
zey1tEW>;@vfWzuZBb{bDIgq;9^_?I3cL`K$C}3t787)wuqB&0zkqW!GU9D;DPNc*f
zo<2T2sIuk-=N-sc|IcUCa)w$iZMKK-nd(xJ5|T5Kr^$;7F`guizWMC0#B!>e#{?ie
z3h(Wmgc&@#x(E5cW*y-JDezjFpg#!A*ntYrJ`}tDDQI3AZkiaVKx_DlF0Mh+mV;71
znLFXRMaAEMtf54xQ|y0QyC~zP{?vR_839MuwT|rZKF{U5owB1p-JFFXJKz1fa}5Qw
zdD|VZ*?_AI%7D5s0l%so6zVKK2TX+B4f?sB@t(=7j6O>I`1#d^aT6MfwbZL*(Whe0
z%8si<iJbNLg<L4x`i=H~NB$2;l|>@#q$5_whZoB90KuW-_l1Kz{yf+1+kWPqxWKh1
zkQ9T;@o3fHm87vxxi~4jcmEWCA)M_t|DC%f+q{u+L|b!wow6yi9?rtf4GSCsF?QWn
zN4U!v6$$QLh2*|(EcrL{gMDyIM30~0F2PYr&N=@QT`cbL+HrRlwhYT1pTeg^Zm{9L
zb@?~#)8DrF_i+$!15f|zcy1Y`c9C<E9FtfVanm%%Ny-cjUv{0pF!kmNB*7HyLO-m#
z-|qqYP~77Z1gvn!6PWS(n~FFvb&nNlK6lPv2XOlJS;ZmpQ*l&wA0gw5aQ*qo;Balf
zGXRt$ic{~zHKpRholO@XRK9$Sg7Ws>yiM*#*XKmWrY2R<Zf^@w2|;Gc+LCPa5hAq`
z0a(zNkb<~)!IuCXD`0D`!V^^g$h}xuncfm`O@s+$rI~dJC^@E8hwaDv-oO)ziNTy`
z%P1=(Bj+w@4DAapb^737S|l?va*^%#*LZ=|-M4T*VA5f|cLY92;?J(3QcnRaDC|^U
z04|Yk$6Abj9K+f_AhjtUwy46Vn+8&YLM2L8ov@hG%wA@SqCHP@5PKfX*-rnK;=|dy
z0T^}5`9(+0@Yn+^WWMBdk<)LRC0z<c9hc^8C+0BzFYm%DzW+Hxct_xHMdBf<J>|Sg
zf^M{ZX0VMKN|t^Ihx(=H@z+^0Q1P-rWazhcnbl}Pmha&oKLbD62>n)EGZmdsfJuXH
zQrLy?>9==-b%FmOE}BrBDonFzKwcfbDx0teP6Uq-wo1^LD7@SP*qzX;7aA-sTr8)i
z<NxLOE10Xa2coBGAfHXM7|h|xqS1Xb_VuZ06*>+QnK5n9SH)euR?`@lJ1^lil#{31
z3tFXdqj<r%O<&Z~=H?vo2*KyWdQZCra>+ZnB=9@k-(T7;B$x-jkh1#dM$rDzoQA&y
zxKQc08LK}P!4mx69(yuke0Yf;q-z`b2H^fKCjx}U3s$TeqP%BV6>Oh{T_6}3h@<=+
z8@jx|1B(NUk%Hu3r|3$F0BGU3aRfKzo`dprVdQSCKtn<Qm#ZIjOnaU`=XSM?4uq4%
zt*ATMNT!+ccR1$J&%p}qz$36t8|wZA8V>G;ZGy*nlsW1p5*}Md*L4KjE}5I>&b<jb
z)=XIkt6bhR>AvvrTvg@D`q9B|2~b0ELoDV`nULqsCreQf4h~hy|2#pLm=AKk&_qeO
zWaW$JRk(zA4%;u6J0U9CmDm!Xo1LGLkzyPvxY-HyeY~Or-_VX)z!_v32-tq6X7+zN
zRfm{BNi@{LVCgF5S#B<5J(t+)2~JZeXg+QZ87{3Xan+yZPb#tf+3n&rK5MS|yXI9J
z^4K)sl+)$CY1W#{IM-#=Gdzrb9>Fo!OBSm3i3=;AI4@QZ0pg(1H$vbn(d3Qeg_7!5
z0X*uE7sL>E!PjZN0RoHbhL*-ozl*pi3ot*U{BM-4A65C5utYCN9$4992(*g=+*TEO
zo2i(**1iOCYCj#QsQ6$%-mnmT4FC{WdZq@T@c4J@34UlEIK>`+n$aFu91i?&`y~g}
z13AARcc8`k3tJ;X;}deYlhVNAFm!G1C9;0(A<vHuJeX(_cxGdxS<$oJt*WfIksl^u
zUr-miKKFKFE&;X>Sb+6yAN>l6G<?9f`;qoSdi=#(JzskZ{OPTW=Zt6_V#}OX=idJ3
ze2<{G1ASEQpFK;0BWz1A>G}OTcjH&MhFIhB$03t1LMwBgt!^~)e7{>kS@G`y-IspU
zqT5<q8@JsEvd?eZ>*<V$@fTc-6JT5lJJ5L({omQt?fb=gZ&OJ9aFc=&lEVWb(@;z2
z5+z0rmfc3ap-~4gl2W=|wShT&-=I4d*+IC2DRNBSJ&64VOW;}l7{@{HS&PL%n*lFR
zU<K#7LNPBbDaj{2&vv+BX0M?De{$K76;wfZC#TtjPhjM~I7}Mud$!$FC2h(e%Q`gu
z(%;D6a_t;j!wGpf-<PN2xGKmNtx~xVUVOOnQ!j!J^EVo2-(gHi>AWtv+IWtNUc9Gc
ze~1V+$>-!(MYsaO4@ZBRjQnXO{$~f^F_ztDw7(XQ7)7wgxd0*}wAp7n7u{dt==`&t
z{IEX~?w6iil6uR7hK5UU{_QD^gTa00+8U0NN=btA`P|Kv=KX)1?j(i%>}=@#WN>);
zpXDdPUF~R$dmF9)e&qHx;pOoLnIs7fF{=SF4ak|rM3LZE6;_4Kdz5yMKew+7dmegJ
zr+;5XKBi$%(i57oo#;*H>4hDT>>oT>urQ6-POuDBaX1P^C+Okt{$!~ls37AhLs+Rs
zUHMj2{e`&lm>VXP%aI_g`V4j)<u~yUZXCi{-$4%hfZu_&Yd+m;`9HVCj)sqft|Zr#
zOL=cCl(%7JFa<SYsMyc#x;3vUj#l4GKfj50Qw>~vn-xp93j<9WjrOOmP=%6dSlqiU
z=Z953Or%vb!TQKtDZy7QN1+$Zw@5)hVHWjH3(b3hiz`#V-$CXU>;y@wgX6w0$LGSV
zKB}RR8q)S5EWh2Ylq`C(+)ba|E4?*y&YgbGon~B}?>jg*efxg7<yuR3#$n@&4SY9Z
z_^DZoZOF)Eo^J4!LTZN6_v*mPfcg|9=u>k?7|>Z(STZ0G1B7$4^8c#tyQ8AY)-MYc
zwK32rrWT<^5lo<BLQ*TBC<-=hi-1sK09rDIWD45^qN1Q=1X=}JMWTd~C=x`VKoJlr
zBv+|W<Q!+8D*FB2dh?rEvu6I9x87RzDyr^1_uO;7^M$?lCmlgi&9xNv;O^2JrwbRQ
zaPBix%o`=aI%}QD#y{!782pchv2(0a+A}`&y}ruMw$#_#^irDSHgHT#WE(9A-TC*Y
z%S8cvujRTI=A*5@q9MIIOa73BNq0Tx*>O$@Pml_Qo^TI%4M{FLcC5gAWE{a@e7>63
zzFWWe@gdIFO6f?4)JB(Ln%WU<Eq1Jts=%4_P9~jS=`?wa#TC4-8tK7~s7oDUYhF1#
zbs6s6Ua`pa-G|v)H;?%g)|RF^r1KZ<Hr>k8x~C0xwMtCC{S{@*WQ+HCF~_i9NvH;F
z2s3AVbwdJw>Krh2bC86MP>$zbrZ|r@i>(=}F^nIAB8s)9V<|K4VM@5wyns+5z?!d#
z1p>dSt6o_7{49>x+l<pgThpDbH9LIc*FluXcz3N%BK`W<Y3itJg%Po51#0B-OQm1g
zOm|QfR0c-u`i&XM^NO!--u33j=4I=WllbmRGlVQM6m2O`C$&nyC|La*^Rdg~^kysJ
z)$BSGg(Kxgp%ugf&|Qf=*`+e|$zy!5mgfG|TO@v{RL;#@DKEY%^OK`}Sp61$_3X(u
zkjGgblc~>*7&};WH(%jPaT(lhn|I|d@8Z@#$m#ZI89()YJ>&|z#j--&`=*_h>bRwE
zZJzI4uLlDfW7gT#DR1mgl-p{RSMorfy56`sbBAmrr(*%M09w_k?(eI`Rli^bi+hGI
z^U}*0tWG!{xgj9Txr-c2lHxE4d&isS>5WIY{k&~kvDd!jeOXyi+G{En{lSb^ICaXo
zKI@?e|70a3e!J95o5NMOpXvSOViFhic}|3vo8u|{_*p!@t;ohU=&I>WPbNHXNL>5z
zSwO2Ar_3%D6t{{+-*_h6u&qWf;eaxK(fk#QNexw~suq{upyy>;W=8MaE_`QRaITZe
z;Xe-ZpI*ZkPjAjO(A3-pP(qYW<mojz7C|n;LhtO7?ua3={Ap`uiX8GK99eW0mh>mW
zZt%V{Kdaqn+tjCQH|xWPsymrZ!>oI{A9RB=E#eKSpz-sqgT?`*T)}TZqh)a<B|(+;
z_VIZ)6pZw1@Qp>QiAWyuXQU}SOGW2D$#(D1G>SC@3?}e-7hD%fsIVA15U<_gp;A_5
zahMY{+Hb_wqn20ywaR*bOyQh_B6NDkHn?OcxDBJ_?*q-ArhPVyAoLFe%5s&G^ENb;
zVLDFtwie5ykA}+h1kL)@w+$d<lp|rS&9HALd2EVY_P`S4{o0WmjYVz`>d299-Pu8e
zUxpkXr6x{a%^>u->l-xm%K-U|F-;%dw3wun&+TZN9R%vpQmUfo<k0FTF`<s7fg6e?
zSI|cbv)tU&M*AXG2SR*1-+ri}QS)~K&wgSqQyIn33X+8oyj1bH4iX*ceDNXOhDrgF
zvJlxAXSgll`}@H)7$KkpfR_cFTW(69dTB1woz=e>0~L${eaD(J3B@%n0HFS8%*i(N
zgtXb;_&6e$`sYf857kqhDW}(5)Q>;$b?zdiJ?oKP-=Cs}kTPTKz+C=LT`#fhX*l~o
z<<!4fs8FpV!E`cnVYaoMkI{bk4ml(FXd$BCdm`?XAFxIwiSCEY7<Z(lrG;f&`{2TB
zc6p4^Gtrmke$U?^`&CWv*jlm30u;?h6^Hmft52NdvYk#)zDHw$MC*oqfY)K@1a%MY
z4*Ed1v&>i-b_8Mo?HrJzL$;rryM6n1{RnxqBPMWMNI9iXA<uq~2&5yExg9SQO2zr$
z;l}UH`Ik1jo9l&pooI0PL%6`yQ2J?!h@_V^*(rga4fUf<d4iqZqEfp{ljAy_N<ASp
ziR3@pH71mH(VFuGZ-A_bX@___vbb{>uFNB;eO!6|qDAe<n<`C>v;y=q4}#Sg`nQiy
zmy&cRaGq}+m{68#<#39_Z*O)z-wdovJK@|SrHAr{VyOo(C7MT$*jpDD7K(_AYg<}w
zfqZyL-JOh|mTk%lk&k&8Xj+rU6qJ)&N(++f&IxX+el_J;n*v>Pjw9aLr@@c1<-D>0
zI-L+Q%KCce7n<ce=lw4jUW)w>Hvj%i9i6~Y{vbV0z$^YyR8;-NmXigF&OJW^GTM?P
z7T5G1`E<%qXC1B1<DcYeN9bW~N5Qg79qfH@AnJD=p6q!OvAU+KDzjmhDL-r$Ro2*K
z?%0DwG|CbvtrET&fQG)cQv1*T@(Ts3@9TE$3LtGIkg7b&0jX3nV6$EfVA^%YG{B@N
z5Z|a?*Z8`XKC!*Saq*%x-!GaSt;#R}jr83|C(m<y=ju`PFVD^XcigI)vtK~i!MlqA
zk1AZ*EszN8UnpIUM0clBF$ystRmDKc7y`!fDENS3Etl1Er9PGGs7NF+k)0eF$!NR*
z1JMT<N+oo!H=Xz!hh~^FIu0?=2q&ZY#sP!g=GXJkJjsN$_wAdNdI-Pi^rr4^hKZ5E
zuE&my&pQ`ceP=8nDU;K)1%KL^V3Zk%g2le{NVhHp%G||bZ_zr_8||JT%EYXIaFsLX
zq0=V@O&XHz5bO4Xg#jtAnZ-e|C~M$@R%d<sU64?K*CtdW8N;-=`qUL@Qx6NVQpwpi
z#tsUONdVG=*Q<=g=X_ydG(1%yzl_Khh+uat@SJvw7uGr~aA*?@QN(Iy??`Lh-mLr=
z2{x@c{8L9Vwo+;SDY5pQNm)@ads$Pj{z#w-mxsErvzAVU=C#tqojMFv9hA$TIe(o+
zjx@cer&Q+4jJ`>l>r>8VTwcZZdkVd-m?Grw?<z49tANY_<m#<GW)7HuE9@m*!;MB<
zv&cb~3#a>`j;?{fVdLZ-K5D~f1Kd=Wd_~6RZxtr4>L;JBdUt`;Rv#VNPx~R=CB;Q}
zVcDRoOi+M-U_Q%;)-cAuqXtgxC0o`4vwCcNs9xFWOZ2=T$gy_R%y@+F;CGzSQRQCr
zoMLd8ZfKYRiqg!n1VynWmSYacTeUOZt%AC$P-totP8x5~OK`~&KMgGOF-TQ%VqV(b
z;jJRUtyuwl7;OdNOKzm#3x9X#&{C-$)ih4FL!iPV%WM3@<}DnK1KAVF&l?gV$sH?M
z33jUdgV+xT@wLyHwOLe?n}et8X{N%U(Ol}t%$@Om-sA6cd~OP4HoP1k=w-Q>af92_
zj2<6d6sq?}7k@#C{)lO+ytg)f$V<YtE9+Oq$E-97^FBTr_Q@$Ys<S4?p2H>l^Fy>U
zjS2GdNNc6UKQE#1Iv%+w`RDELUxw|(4LBr>Y-cT&TgszPh-`!ia?rN!Y|cfF*~Ox(
z$HaM%Qg6}Kc--LhM#t3p)c!Js*88pc8BTxw+q*-?O$xOzmxL1~G){P~8SyKa+>5WP
zp^JH)?=k4+;nF{Ysupf)n-FD}ibUB;+cz`S>m*2%&RMnZV>P{fSw*<K)Yj{aO!lim
z9y?9lhXgQhKc})A8YQx_@lY4$1=)4AC~zE4*#`6H{1al-1M8*3R{T<*7NKbK(N`v&
zD{yRPP2R;bw-l~0;_9dlmMLs4efOZk-SZs(jr78wzBclGbH8=U{)Sf(3LNToPrLP9
z-n7gk-!?%h=7YR6@zFP`WAJDr95&ozTk)_TA~#-PDtxfrMr102C=2A{6#MRaI(KF9
z_mlqttlAzHE#9#xnWlFRN{*HaNrj9x20+FU<h!mVTu6a5n?2ppT5et8DUN0K_4Kbd
z_zgBB3j?pP&&tX!hA>5@){2UU!?<Bi?eHM01QC(C&?>?5LKeh0hRh;e*x}HpNSvs&
z=Qtu8F!RJ%*k`SoV*Op*MSzBV4Oir3SP5J1JI=p#9B$2q8i8B3YlI>PDs+(RRd%w+
zWBMI{W50d(AO6oLYYZb4%-rpj`kgAAto641?zj4l^*|Z_{u^=sPr=*c9YL{C;7lm@
zA5PK@uNQ8N5<Es+nGtM&+iR4}zbFTkE)4lie$1$`g2tc5C-547n<spw!TPhX%GVHD
z%#-MCZpD@y$I-k#{=_ZWj}Z)xw8jr**x};IS4+LMd}-FtdD*)MqC%m!o`Q&lbY~NX
z6GA)4^|r6)=QMbKTbsE?)_5m(`Bo*Gc4=~OlE)2NX1J$<wNPfs%!?$Bv)c6N-RH{m
zEHmb)UKv&Fj_P+7JtKr4fRy|d#aIc1Bv}ysY>WW&BfPt}vg$gqdK#B8vtJ8-=okO#
zJA=k#sZ`a;c2Hrf$SZw>@Yb{@Ua)ir*KZw`X|~x=^5DmloFTPi5<G==?*}p%e+Y^1
zrl*`L!f7>3ee3$kuz}&So8-m%%*Vu*-B`p{{y7iZD5?DSU5{^5S6KrI$kCQ1x0r)l
z9Q619S*q|QGO1+>I_txm?ymFPn=bKcKYtK?<QqHK+jN4PLTJo}UA0!@f5iy9unTy@
z_r~zgf8Gg;Cs_RqYX@oCE0b6F=1|HXe{5qZ^oxr$hx8Xp7t4EgyK{#AWdt5*V(>Q^
ztCD39QOk2qCprl{J^760c06T&ghCRmrltrsQ*g$(^~zmB7i(|KQ+|1hS|oVviu+ab
z-(LinY4hT?0*r5iyL*%B^q<OZO0=8@FGWqeYz50F<GW`pb`r`NfppaYMUtfB9x_xi
zxcnGvQ)J^Q6m+zHReTiA)y;|KuXHJh%9a!)Z^>zxctIPVIylVtDvuze;$Jd$u0!Ec
z^8=dOr#o+iY<H3g5Coy<JV5#DDy3&OLknseM|0{X?xZxtnn>`C!cA01Se?o#L1<Ti
zLp$qR$t<xu<N=$JUu2biRw%7o4Atx3FY&(aEn~iX&u@FQFQvKFbl(g*rb-4YqM_d6
zAlW>p<8FeJwQAM(kbka#B3L-PE40IM+-;mc*!2&Q8hwXUD##7|3qJYn#Cl4Bba6^s
z(-O{5zg47M#%tW(TXcs|sNiKmw-skh1e$;?2JCf#vpRV$<Qq%{nmUeA73-a9a}0S)
zL2{MMjwK`*OR?~!jbC?^6KyibB2yQV5G>E{_M%GzJw>ojR{8a!J>I;(tiWGt!%!|u
zhY&0OB0<L;PC)vyaM&=%$$I*6gX+voUcV2kY7Hsgg4lxDO&#r8nH`^(&0GdIkYc5W
z<z7mwr`8(tucLqb+KGIq$ClL5N7I59Sd$=9@_H~ifkF8S&$3-Yk&u(HW^@J468GcH
z^@;yyND=M;3U7!pSRhVawB8mCc=FoUg_e<OG8`l^00`DKW+uKJp`5AzZpGgP_NxSc
zl9F1#z7oyPAO+JZ##N<HI0Hdlh?ubM)g_>V`h;*nGp1N=z8DD+Bk5xsNmoj==Q#H%
z(S(H<5yCcK7!?TG;N;omESEh!KW}ol5r`ouB3*#U4xv_())okeKV&-D2z&JBn@qgw
zWe#m#W4tksJifQ6H3>(qh|huC$~ksf$iR0<8IHfSst<&0M=wNz6viXayov~oLQq72
zFyf(z5?dc<7pdYgA2=GwU+PCVp`uTu)<N?*hp79`ooK{@=yJG+h2A|B@bj)B{w95;
zK0q!-%p(^4ejxoqzK2q~!alZvLWr&ZI~%>ZfXN)|D=k6a3Y-#4q+@#x{Cp6;{I{?j
zkEj0?Atu#XQUIp$MKlM9cpEDLfi%G$s7_B*-KRdyD<dY<`uFUBSp*5_w^>HlPZve|
zkZmTj0BeEhY)!mTDHKUS&}#-~j_E<r3IJv#)pNI;&bYTq-t@<%OYgTUJbv_OuTz&8
z@Gka42x}IC6G3zW(`-QUApC;P5e(M*)-9UbvXf{hQBlV~G~Na*dm05C0W}7p_e<-B
zpQu!->riJ2T0;r+^zERw<F&;CsK3*^l7dS@wfr^ILs}*#bgAyWf<~_#)^6F-`K)*k
znpI-n!V`LWdY-G8(KR)-NiiB2ldOzvHdjzdl001g3jmCO!E(n9*KgPWx`F^85ZHKg
zUcY{Q;@OEGE(1j(vTT_KBn;3d>O97c);qrfPI8p<ulTH3oYs+m_DpE)4b}?t#q>yT
z>xrkj?a8gH|GkUWlosbIL}NQG8&3@$<Xe^Vk2Mc!{Wnda*8gWysG%~42#EOVGVCv4
zRj_LslP_oi8KaM`n<+MUIizXUZmZ9y9Zye9O(7sD;{Luedy-Sn918Y5CuF;x>}-vz
zI{S^4R8%6+7;JC)Fj}u+p~+Blly+VGcm@lA^pCOF-VIhK^optwa55v5OEc_RKP6vS
za9>)-G2$EoMtrF%PG25K7L@CDI%YmZf1%gh&-f3bF$}!|cXyVJnx^LbyDDQc70Sb6
z$WO##;VKP&{0$tO4aEWSLeIfhwRluZ0T!D1*=hNVg~~-YAY@RqFvSn+$uB7oVn6@k
z$>D;60$Y$kIUMl)iK0*^i?I}I0!kNe!7#zTwB;ERW7ls|L)`j9Xb%QT8>04&A>!W+
zk%~cP>TFNbYkglX2#1BGrMFZ(#_mDv2Gcg$I6cK-$Wea@?4tTyf4bw-KLvbs`>4u~
zf5`d@oqNdEzOR@xa`~`gNQ2F8<?q8XO(MK_B>b#?tbV-j1^q3`8KRWcyI)mz1eS}C
zi3ZMD>p`yXl*Y3Fp<i0x&D5Oy)qFya+)K*6dnt_{(P%Q^^zCPNg)9JI76OCII?oV`
z??a-Af}E6b%_CZ~qKvP*@|-Y{5<v}Zse(@z;y>Pg&pot)1sx@P_h<6mbi-V<Bq^G_
z(=FHZo@c1GVg#4({~&!B`1L5$x=?2~mlgbJ_F0Z!<b`==eY2d-oXlM?voy%baVDR-
zG@LuNXFzVo+#Q2+!MN5ohbi@Nc9d%f^tVZzRWh5ny7Qi^*rri)xb3sV$ZTl7kA|P&
z=G30a9C}<Xv32GOMz}%}-nR5oomt1F{`TQT2I_r0kJfHd-Hd+(YVsasH_wBOJ{Qi7
zwV}VF93nHR`w~+W1O3~#qw6Rq7RK>2t$xp=aI?_VbAc(7mK|pQJVPXWrSCQirrDO$
zlYzM_n)sJh!DT;UHYqayIE9jWhvCl-jQ`n~lt@`wV}DBE?m>*;$yfNu3zd8Om-04E
zd}1t_%C>8`s`+>cmojHuu(hMrFpux}fQGO_-q6?PweOnCUZF}SW<C}tA73?HWS`cU
zIi5XhwHKKiJ48~!b+(qXDbemn`0*3Ty{}m3Rk3D6`H|U8U*--k@8LNDK8V^1-=Y~f
zbLg7e2GN;kfDcgk*5}P;RJDhs^Y%ntJ_IESNnLm1w`og<L%dEXuOYQtcINHN5vLFV
za!+rcz?r`6`wN_Tj#l9<o&CbUD7D7#bMou67kc{i>Bz`e&y#qiB03+A(zZXoOdyv9
z{iyPiCqIv-Ddb;G#Gn7)e&8<TN+}Eh(W;=Za9Iy;MXcZKySH2<-3ZBbcZaD77fSw{
zHw&D37SdjdQxOR@!M5bc`nb;gizV{NaK3+h=!eCNi%e76#|K+lT9C=%0E!G7yP+{b
z@4?qE=Z_6bS-g@9igmlct0AbgD!U}KtF+yy!|j~@a&oyXTNcVCl$yy}#3)F(xVZe9
z?K)^dZ`g6+-Ph^ML4Wan6!$IXbVS#&8V9PZ&hQ3uF{iEF<pHL_YX*Lf`p<Vj+uqXM
zU6DIIX@gAQ0#}*qzPw*1$Bf&%yxOB*<-t&D2qRZCHp$-O`Xedfs;^(o^AfOmZ}3X_
zB7T<ekjb0>_YY*x5}`e;EC7F_kgAI_&K~m_pN3<Ev-UF4+1vR?KG4kWcMiH*wX<`8
z8HCt4dq`;h{EQoqvmKFiKL|l2_&sk-Q*dYoaJOp(Zutw^TO;G+NQSS0BG-fN)~p(P
zH)`M(egAKJ-~jD~PFw1#o?Sa|UXzSJ>H7#yK4$4G40N5i9&4J})}Hg=L9RR$vp6?a
zTiePWcpr0YH62IxX7S%xo^tob$8~k-azSIrvfqMh1_w)zm5?}LiaoZr(PMZGIZa4w
z`cY)W%|E}~NI>5Jedu@Po-Gs-cWx2@WZ+le$8{2nv%gk9UtySL$tYS^L1kpiojJM6
zhd7Lj#g&{F9dhR)qx)ZOXf9CCIF1kE$f`>;nGNlXwxnY5b7)vNs`SBPbNX;0QCqUk
z4FiLYQ#F4<(T8ZQRVwa#LHs=rX#ilVrwe2YDU<~oht>C=u&p(6g3Om~-MJ(AjUidA
z6*8+l%^-Hh1PPG}G4W!6HW}c4eydB7MvAuFe%ims?N3%CzLy(x8>Npov61w5i}tW=
z3nzuDZHoLQTR{&^gM;10($>;S$<NP^LyFv#;d%c2lWGVTrsu#_)d%{wyw=Xx0uPI9
z>r41d@$bJ13Fn0>(Adj{iELFI9K6iIL2iBRcd&I;eB;ivx8+Pgmt^^whwvprZ$C}k
zYu9p3@Dv=j>`oP__U@wx6&P|-gWb0;=$}OCCJvQ^^P~EQC$jgR{)X_fv2?Vb^8zzx
zfCj5CKd0N+DEF7i2Q{Q`n>5{7by^+rmnkSb5bw0Jzpw8R*3JaTQu^ZkaEo7Yg)2e-
zF72X<wzua{ka(swT&hK~K7#8x8MI!ic@J$D-28)ZRv7RWMo~Tza@{*ByL<QY%W%u7
zj*<Q&VI?IVfBFwQZ2;00!i|{qU(gaDnH9T!%GlnX8g+isn8YRN)(tx*mnZ86)8%1O
zy)g{Gz`%p%=6@S{nwx*U(7%Z^k$gUR>roafXl$^fA5QBIG}1vO#;3tL7Tg3e1^YIG
zg^c5wESn9ovc7m)(aOJtj4`xP2-pRq-)B{<j<k|eIGoNN)FPG*RQ3@qKdj)F7PY=u
zu2ae50oQWnSG5o1Jb02TAGXJ4gN)34Pft(yZbc|@`~k-;a6Iryqn34-*5R>i0+P<1
z8oPxT%{HIT9|-GZu=PYYp0WD;(r!Fq614CSi6&|)lLNmQdkj|35(^PM2}#XZ`s5gs
zi$5l#JJlDDVI!1lbT6+fRV7gss)T^~XGMAG{@unO1%6?M@&I`EeVAS1^##frxz<sV
zp1dvh*tjt_2tUIMtw^+O&PV6d$5+^rM2`*?2pWNjPhlgYQ)|GMyQqX6i64^l>9eQG
zws&-BL9`!DK6U5|lQbDD8w_FxXe!GwWwEI5Fh0$FKzbj7GEQWlzE?k|+BN$3I2Enk
zGu*CQINE(XGExE^76hUo9t8US4bt?MC=XQSNPQdj4;#0C+A`**4;@8m?eHjAC1%dc
zmpfs!iVjJ5sO#!30mj_ASTv^b_6K>N`3Nlx(kx4m?tkb3?-q)Q)ZK@k0Yh#*J{w_9
zkB`Fd8pn*gN~1xN`IO}%4|`djV6uD_)?e#Jv_Oz?%w1KQO!^@}<**I!Hrlj2v`+lD
zC3JZghFs95!=7d+bbwo|Pd~W?#)}rsA0Gql_{jBe3ELd&tlop5tP@9lhhW+9w{-d1
ziT7$HDOj`maP(_Xvxvho(^tE(FbT1h1;VVd<SnJHU;pxo1C``GV;a)2CPY{f>WFEn
z9^;N3@OaZP)fQG?vKUc02XfwWJzUxY^y0814Iwv_3PWRt_gev@o(SrV!Ex%^#&A{7
zF9x~v>{LM07bL<On7u$Wy$_<kq#bn2Eja^W<$-&&X^5!k<Gm(Nbx%)Ke9rO69PBNY
zFvPUhpkOTYeRJC_)|VhexwSq%KFN@+w89|jT%kj;1=5Zd(7X^FT-H~(6itt>U%Pe+
zXGhZ6vuDE-3JTOYDpI}OM~$(>M-}_Y4Pk0h(E!W_>$=3Xw{XSQuyWI_rxNp$<NQb6
zlHyp6LH>PiCGVoE<%Rlf4(_Lk^f!A+7$DL~M6XWhIp)+EFzloIQxGv2BF=EApC0ed
zO~;xtL*YgrMEEqc`--(tYOz?iXZQm4Bhy1oP3;95*cy0F4(bWq-Z!mqB-&`qo^=<J
zjRxHM^a_Wg&<EUtb%W^8pa$nl!e~anp>=oZYMU&R>Ug7iGNs@P*j)Nr3Cvb4b%ANm
zsLXS>Ss9aakF*erk1;!$B2=k?s0D8v5X(&N%4l6|cE(&^s(<*bJ|kC7s(si$K<g?y
ze<CbNKk$N4ri&Fh$o(E2QXq(MNy$0@Bgw!1i+G^x|ML&Tkyd|=REb{Yn;%7bSCU_A
zupmxEjzrSZ<_xBxw(~P|6CObuFl4M2M-JM_#MkWwQzwi#m&jyABGG^;?sIp?N>JMS
z6FT`prU~f!v(T|42^Q>1iLi2L`?eyYr{F@@K_DVEPoxE~jD94#rsDMwd?b<mTfcQr
zPbEp>z@B>sMdzK6y2Kf}6s>k3%68b@U5SEK((HFgd@VRKF4^$aW`|VClMo&i-5-!s
zf(cPSc+ehZhr>Z?hm;xd(RK9G#X<MAHbDX|T18{n21$Q40<`tHNsI;}Y0`ZU@|0>&
zMQCnrMp*BQLiR&;c^Hx7#XrRWD%`w%+d+}u*H$tzI*Ntv*;67NNoi_tFC-i@?4uAR
zmmRRhn^Dc2MZq?0&mR8r7<XrO08;E(x>Gi@K^w!wIlB<c`2suwQdI=C;uSX?b{KTM
zV2EI#qJ9A_ZYPFwr^{nAr6m0ok5v39vT*~(4<6BDBpUGl!n*1Aha}#UeyshG(|gBB
zXF>S2L?{ttl-W_pmt>8y!>l=F!4hlmmMs#pixN%VjKCUr!D@m41%6<9htWj{Vpx93
z3IV$Xle{<&d_N7)yfABv_B1#wJ#(c4<R1|+v4weR!pa3OjxN9&By<%4V}IF{%pU_=
zht&K<L`B=&cOgZyEhTd?nmm^|bUxC!l>y`S_sJJOA-O^rMByqPp@{CqsGjJ&e9g;C
zaklAYr1gGHv(!(sY3%Am*kL=ji~`fzj_t%4iwDeDLmtbr@HAe%vg<$-=zebp^l_d(
z<YHZ9dN?A1g9<kjHsm!<Pi=7S^mE)5NHPN1nFj!XJZ>Er9K2MYR%Zzf&%4HI>gy9o
zd?UJ!PNzSKj%Ey|n!mq-k~lC`f8Nz$PIo4NcZM)Pu{-N(P|&DX3FLWI>N|{{fkP>#
z;vS5nPSGqZ-KxF_PKh~AW8dO+lDuwnlDfCydXvW1i^cXr20S*go=emva2}v>x^N;i
zilGrw3Y~N!^&7vkrv?I4NXik(O_-%(gc#w%^G&mi@vKnjWFyz6A7kb4{o_se(UoYa
zM95+UAoE68^(ZEg(Oa}ynJ$dIcoj~*-`O@B&+*kTzB?~|^hOqo2x-9u#JX11gcK;W
zIv?R(qQRp-q3@X8OZkBGDoN$RT)l>Ms=%35{we8P!_Xh-B821qF_D9YXnfVxYiB-e
z!D*%e*DeF)cZgaoh2(4t<bL``hF6G`$no=}*Lb0eNes3>F;M?q$nihLAph4N6iv_m
YR6(0{Q7>?qg8v=X&{mH>aOTSY0Ke1U<p2Nx

literal 0
HcmV?d00001

diff --git a/_images/b448f3d2303d934bebe309d90fcd989c0ba0e8371af7409e179d1568060e1846.png b/_images/b448f3d2303d934bebe309d90fcd989c0ba0e8371af7409e179d1568060e1846.png
deleted file mode 100644
index b8e023d236e0060bd8a3eae232610a09999e3d6c..0000000000000000000000000000000000000000
GIT binary patch
literal 0
HcmV?d00001

literal 63319
zcmb^ZcQ}{r{|Ams6e$@QA(5G6C8H3sla(S#qU^m_85zlnl0+m46_SLIO(i5ddxxw<
zB>W!N{r()^<M{piJ-!|8)vcH7I<ND5J|F9Oh3jak?%Bn%i-d$^kGh(Y9tp{|BK-B9
zVh4UFf|BAm{vqwAZ0L5*(ZbF1s>^kfvsc}m>>S<ftj#z)uDiHeJ31T_k`@vZ<gjvc
zb8<Z)ENuV(e1njqi={B9*7hEJ2&I$SMOPA%y;q69wq>2lv?d{0sa01}(DzFI`PkEs
zb$PAfRHp3Fiv#BdjyeDA&VOuwPrkeKIvK^`4EaxcHJC%*ST}}>CGF!+kCZrYS4@$@
zc|?#;Yb4(5v+t*04{~JZ|Ae(3k5-j=c5k+CefeAC1Go3{2H&RS{>Thk(r~NCnf~|7
zQ2uq9?6w{M{qn52&AJ`GYJzUjN)o>lO1_iJVK?!Midv<QnfS%X7FjGRf?tAC%+BV-
zM;JPZjMP`+*XtqE+NePMx>{BB|Mx+AUDs!eZgEhQt&T*bvk#WI@=*jWe0zltlOR6q
zYk)jQ<r(4f;HoMGN9~Zn;j#eY$Fmq#+>{Nvb!)MjO4!R+VE67x^8db@B&n%>spV8m
z(cn$i0|yQaq)_96!-zlesCeR$?cJ1==*-lc-+RwpH8oryE=`_GxcoPr+}ap@dwctT
zpG3t%+>O<>rboxSUtitM?)y`e_`z2dY8F?>n3<a;P5c&>pJirpiHf%V_c^ac9$;mf
z1Wn4AStT86FFBTv&t_u{42d;ZAZ?NT!<MX-S(I5-`P!6IEsncfmh%6WwA%3hg9ZG5
z@gyF_i-~+8iKq)oNnzi;ckk)UHif({{5|UL75p==tHz<IX3DL4%FV1LMb^s3ruwpH
zKe<HG9>xfAeB~SN4p$=0*4NmOUEc}_AW`F{bF6UR5$e5-*bkQSaoj#WK3~6nB`Gx8
zQ)m>Go13dEiGKzLZlfV{)>5F0sH52xa{sonib}PWxS~)39=_CLt?pS5t3so<MMc{D
z_fI^grViV#m%WdZlhfQGEiH|Ll2SoabN8V`hbk=!$~SbyM7$WDr?S>~e_B`&nVy+R
z)61^!3k?gSWn>I}{ra_Twe!2XWMpKTmz3-zSUqOHhhPWoGZymvoX4e3ck9-z`^70o
z-{n@=+uNHK^xTe!IIXBy{qT~!JPAe6!?}jKN|AZ&)~gDq<G4?pIH6-?bSEy3?*9Gz
zPhP#+efjcb9sYf4nwo4}B+kyxG~r6@i7lFS_9xaIt*!U-bh^8{>tyTy`1v!~SV+~#
zh(+w!v3$2Fy=xX0hd4O{^MC*EkO=bQgPlfdDK$Q7XlQ&L9E`bte;@HZ$BxnO-@ji?
zODi-r_2BH%(%a&*p(c5%H*Uy&ZfwkMd0tk=hFik7v`^kkObmbajQh2rX4(Fle<8Gz
zq26aNU1HruMU{Q&(xqO0&c-iaYU6m$$XJA*WpcdJ>xCu8CXam2%r7h)rp8_Uz0fu`
zAt9`+Oy=41=VE3JB6-AJo3suL$Z32rx^yWvK3@58utBadWw!qGthLrhWBQ`S*FAPp
z-oLn)_aBt=^NQ@wc=k*Le=_qb{-l<9QLppZM_Rv)<*wC<B*(Aq?ZIEZXpW7KbDlco
z-yG4?^JS;=N!FJg#B%-|tT?EwtelmX7iK6}k4tf`B4;wKyTd>eQ8$pnyZx+FNuPJV
zO5<(Tnq+e;D~eP97Pf!b{A>I3dm)vv5L3dHo6@<(BfE^9s>l}>7Z+FdS$^@`Cuzzp
zqMF_+|FR>9TisBQ@u4O!bCik{8#M(PDMg4PzMP~qLt7P9g%Y@=q`b6L2gFo4Ym%Q7
z6wqI}xyD0$KAV&iNqBg8@yMMcuWh@8u31_h6A}>~rF&OdDSun(sV?8~h&n}{0@f%M
z8nSH%4<1y@(8I?HH$STCzspUT-g+BnibP&b?RJ8txF~9pS5#UW=fBBQTUC>({?WH~
z?loJU?kJvq@p2)d;vc!FsOUfndyO_OQKP#)LWF^W?Cz&)Br1I$PoF;h)uzzO!C^;g
zOPFF>0Jejd4151M%LS5Lst5QXWIJ{=Uu5FJnR{ziXtcQTXK=KjMXm;wF9Lh1&!zF`
z>d%6fiQngk)*_oMwg((mPIi%ETU}eLYH5j~tJ~bXnbl!~v&+A4*XrNDV!4gp(KCj4
zy13@#io4w5PoEz0`#Y7n+EuYhj{CIhE2bq%S=_yQ<+8G&hsFAr86=X<Qa*07sHv<Z
z`TO_p*UruziJCi3ojUdLnppj~%-+OCTYDiC!3Aa<xz*oo+W9xuJ*>o8`kZR^tp1(J
z%QvgL<Gna)>U0nfR6#+3V%M&q9y=9(|5G>|U%!9f<?rv0QykDT>FfJwHx<Q1TzJ)N
zvWz!flBA=Gp&_%!&+b6ggE#g)e*C!mojvP?T;op^z24FC9P&6W-@bi&qQh@0k)(U^
zB4xaWva-2We6M500fQ?y3MYAIIOR51%|DL+qD;lH-KIdpK|wk-HTAZMii9{n`IDoT
zGeKw@MW*?N3u}|9T#}MZ-rn9QT>L^p^|4&4PQCU;qPnhB_h);HP7B0WI~1LZnOgR7
zDlx`(kNV!}{>{$LuJ#VYk*^&cA-8W+)YjEqT^y;qtHy0*Z(ldnmYLRSr82wZcYS`K
zoS&cHsqup*FMX|<C<_Y<Z-4W0|37RQ&&J|`Am=k;U+$p!m95W}dZATv-uv|WdLyIV
z_qXA9Qp^pz$0jFHu}8-~-TT<oL{7qX!i}P;stQ*b+G7_g&p|>$9JJWj*xON2<RoM}
zcb;1xUi6~avq#y<N#w23QIzT@7hVoePKG^s!eMi8k~R1E8PA2$m{W?``iF#s9KOwB
z*P+pJ?%Q=W->^^YousLtWa$1@+?6W3H<?BT9XUDq>exMPolBP@aEURr@0M=Y)+z-D
z2S0iJ`mWEb*RN>|F1s^4O;0Cqif+v0<m9<6da`Xf7pR8(9o`@G|3`boAXn+a1;(4}
zy@O9*zN9*T{ych4kXB|*XU-+gght}x@UzB}g}!ulUNCm9V^~;T4lxu|v9S?AZ9i^9
zJ$U2K0X%OG8j8C~NfDnvf7V@>@>><TkY}<dP3JaNzt3~<h6wZS_9e8hy|TY)s;jFx
z7$aiu-8(kD<Wyeq@uS*pr9;N9O~-%C&!^6*?!lFH<G8Y8Q{HVH_nIr2G%e~~T&UT5
zI!%W|MuzR+jo+;gyEgw+Y}LgZm{5{rWo60Vyeaog@35br-(A$@dwkl>R$8tMfD+G@
z&z+;6`>^g%TU+}iH<#LX<!9CA#=7%j9n&#g$H~KMYir#V{-@miw>CFEHa6Cv6lOP^
z<)yz95pmd=buTIkwk$*H&A*4K*=24wH*1w`tn?bbwW95|lSuIzq4ZlF4)glc@9Dg{
za1~%|=w;rAM{W*(27HAD8L5ar(w3<`nvr0_($@5EIP74(ZC-gOJ)af_2M39Pu`_x6
z=GX4-+Y!Pan7b}}9?*JxBILkHkD-O(n(jB(sh0m9z4UJAM{D|O!>P@{bD3JhmZ#SD
z3w>BMYwzmXPJ&BxZaCm++W6ooT8b)GU~?htl;-?txm!2ZR}^wCj1E=Z@<KOQ#Ni+P
z)hHa6mnTg8AzbcgZt0w&s_M>Vmdv(r$BGR`VwaGZj@Cy}?A@Dr!b;}vkMyM%X3h6G
z_A@`1S5_wXZaXU(E5jbsSM1E?{r9)EqqemP3g4&4Cq3gXyzJ;bmng=2FZ@+*F7H|1
zw&IqGt<CjkhJw8I60FiPGMXrTZ!$B({*6Qke>`s6c^4QL8<(5pO<`d?{=E-RfHHuM
zjSc_Ked_NIE;^E)uV3Y7aiN1ew}OJQ)&WJva4fVQJa`ay{P^)}SFRk~&(5x8;@)wd
zzWD}@_Smr&nPYRVxzhhe4{kkSpP8TM3sK}OF>j!b<5vF_eR7V&fBEH=D4+hc(_w0i
z5z3D=d5Ir>t)K@zW-`kjn_X3IrP~}=Fm_h5U&+L0DkD9mVmOplEm2cqxGX6tNuA`{
z#fv>z4U+cXl?387z70F+#PIO)#=SJidp_4Y>!Byec+Y=peK5NrnoU{}AX6{zo<_!4
z!$E(U;nm!H-oJJ&?wVi7AD*!fRnN}Ot}5&@iAYXn`#A2>-q|@qbdRUX5oNN+L!}i>
zOxSnt*shf<6?i&~TK7OjSMKFAIi(DYjE8u6cc7fm&#7|L>CQM;s#)_HBxa(=xw*R!
zKaCKo9;u5!jruw;5REd>ZTF6{{~lKHAh9z{$3Mq=p{F=cw`Ys?3SRk;{CBXU^4;_2
zJ1TFl&tY{#l@6sjuu9kkv`s0wx*pR?mD>|m6Np-(+e`H2sHi9sm7AxfrKRbkr7t%-
zoZ7c<UvOOn)44yF*FthzsF|JBO>VA@x6izD=)ZGi^H&1F5(v0%lS@U3qgbC&UVflr
zwNCgo5Ls|&=+o?MO8?EJRN4avW@ocSzle^EjL@*NM{lhEF~?~%EcG}_!XYlckCv8}
zUqGOmIJE#Nn(tE!`pw7`B99ocQSZdQFf8*DEjAX4RN>MW=*V&xVXF8yF5C+611i9f
zshz5V;x=$|efDsLWVuO9>D+s&@$vEYoTpDomzS4OmqSeQb|y7F|2tITfSu*F)FhcH
z)9l7P@5(YSn%Sn_zlC0zy(~fEHIZnkbN+ltqfqJY^_AJv8XBLaFPAOt!JVnJ0z!td
z`%nP7=x?^3oG+`nUvKvC{=a{IFSdFU50lt-zN-2&=pQrM5TpHmz(eSo*nUMtMIB>f
zO<9#V?iVj!42_O%&o_*G|NexyghaKSM2wHUk`ftFxBS+|6TB9xb}nwN&&T*|etD9B
zc9f+r@WQ3}TgDmP%a@~yi;G1i*<->YBX<MH{Qmtr(tChm&!gmI8Jhvim?>)@^w#g+
z?@$SsIkk^cQc`*i1@3%p*}`t@J6kxqBkhYNKmrK~^X?roTmP1@Aj;RT^I!)D38T>5
zPr4m=_0X@SC8ECFPe?fTfR*Ic<x)ofwZ<!^g+`V<4kS)n8-GUYn6A_|KR&68Hgsj{
zZx^r=TKe$tFi|OSQMkje-@cIodk+4akVMHm__ePu^4m8(v`2r<Peqd{zSJlPS+8Ez
z&K3<)19=E|uN75n9KCbrPL}E2zkhxHq1tDVYS7Wqy>=c|>GSBdUqwZ0#iw9RM?;uQ
zD$!(in${kF@B7E0?C<nTK-&g9h+F-oo-NY_52?2{=Kb?;Zuq=lfA;BG^@F3AvMef8
zquHv$>G>Fq56h_ZHM=Hj@yV?YZ3kEwuGrcT{_uDD$j^at0`3o_u++#LI(6zG?>$P;
z4nU=+>{qZq-A)_;nPX-5TTtlpnaSyXYfb+^_zHEl{vF%gl2D(NhEWAH^5e%DK&ay5
z<C$4ls>}ZjM2wAHGxl4oQ&Ur`Ox^l7sk?py?Z_GH$OQtz618K{Z)s0Q701z|dv;Q@
z1!!bcPj|e;sSnId@!17F);>ejNMa3$jS>6s;cavs7Cx=yC!I{LuCByR8EujrB-jV>
zoMjek=?ne}KCi(>to-=M7zodybXJ0!n|lbrSX!uLj810#XTjU1aO#H^8Iz)X+9|cf
zRnE=*w~)ni?`Ix<Gi<8_CpF8j#Fs-+%zJ6JXx**Sn-;RNvLY-|=<?wHI}~UD*oK^>
z@C9bqzLm=w({M|kW5H<Iy`U#@V!}d6Rkh{iHJe*i0V^vWU<gV|N|jw*p6!dXpG#TU
z*plDwdmw3LZLQ$uCJr27asKAZyu7_Q<3E1<V0Ld6WpJq2Ab9G}z7p3ju1muYO$F{J
zhyDKZXLPaQV8h_%ilof%ucy6!x2k5gH;?&&g@A(mSoXo*e%LgjE18hBjf?6Zn5d$&
zOE{eZ4FDxBerVAPm(8J0r<F<1d(T?Y`K?h7{tKwsPwpUTplSPAZaRfSvGRh9EfK~w
z!2STy=>EVgN-8Rff{ZbxvqM81@87@2r+|L1`pE&Ysh*$3XV?_7+_-V$b?+>Yr;b28
z$Q7uo5+1<!@87@n_C|dC_|g0PE(h=~HEnHGUES75lT#uh0bN)8Zx~g3{P@ag?DC1{
zwV`0~&o_-0;&a9Uv_(r4=-3sT%X!3Y#sY8w7d$T5*P_@k>|_e2=2M>Xe*f+rxN8ui
zST!=}1!+1I_$o1$(=c51+k8t_XHjq!9R-(??D9=eJ?^zp&gd>XwA4tI(X6%i!OaX0
zgzkNs&`kdd)c~5nxskU1{yp&;A<7YqQS08thq%Z|w^0ODe*H@GC@HCG*eOdx3cD6t
z;dXTN4m@(B92IZ?2C@11`Mo8^)Q}&hr)|i{$(z<lvKJPd1StI^`f-x!?%usClGAnV
z`t>vrYm$2IvKBsO=abq}&Ld=V<$p|mudIxu$H-MP04WWWaLjs~gvgNAVS_JGadEQ8
zT04aj&M5aC-nZ*>+`}UeXcTCMme%k^|3Kno@3;1u<*!!aU#Hwe5;dU{07-(|5r1zS
zH=!-V<_5W`92`7I@<d+%AE#8((ySs7AN^jKh60Mf-g1+@pi^<&t!-_$?%t*OT*%D8
z5OU|vE^I$=HWIEwC<~M*RBsCl)84$Hv$nQ&I`P=`muKa$Q<=vwu8FBuS(wX#iVd56
zaAVHX3&)$lu%oT22Ok?aB=(q!B@)WRhYxbVjq;gox}-qc+4N5v1s=A5+{UVj=lb^8
z6zZAfcG#eP?@Dhap5m1&S60{8YjE9k;kD_hx7wzHt4x{CizISTtgfy`CZ&5waH}h3
zwpH0laLLFd`#3^4l9Q8b_dv5W%V);!pp#@e6ialf`{X@cU10#v(&jy4#d}ry7)8RU
z4^&SyCDEd>|N8aIx|DB%)$-0o><plhF&F878ym67$z`U&cJCLwWI%xriHO|w`C?OO
zhK&bxQs-p{N;p|UV@PUhYC~;vNA-l=AFhPP1NV|VR%U>1mC48X<25wC7$4`5PHxQ<
z!}F8%lps^kxm<Y?QV+T-wg>Jn)w7{qF_gB5{C2C=vsZ<KTbqB1fhfxvttZt{rGc%U
zv|4?|rYtwn4(|bM8k(FeTDVj7o)Uc!q8J`6ho~qms;*HEBTis?t&oTa&F1E2n+?ab
z0}ijAp5Bn#2~ioDNED)lwSS^QjZ@XbPBaV*<XGXiZ{M0aIo-`4VWf#HJ}N?eP%g45
zNs<d6k&%&sWAl6Ee&3xYi_@N-lJ4gDh7{D)DjFKQusZuilQ?sIf^XiudB1xPHTBcd
zQdXd*`!iq9Ph0ca#tO|$+eLh~C^-AKoR&->Bq>7a(8DGRKsN<}c)h%W-r01ePYmJG
z41foE=gvV1ihl7zfT)qs4Dv@Nq;WAcz&Y&x|D4M}F{ql23Je9Y==cJ43ey)**3qGH
zadmAN6A~@n34Nf1&)nR+wY!@FEAg^p*S$|l88QoAWrq)1f}LPHK<fMO;RA_EXDd#Y
zYKdlMP-EQKqSug12{SwU^V%=NPL-x2nzpIfJgu#*?T^M#=<aLqnAbI#Gdo`*0U#Ky
zXLSr#OfwYeeAMrtiUs-J+lwQ!9jge4cSu(DMs+g(j+QF3{4BPUfK%gxQ*I}qb7)*^
zzTS$KpH@<msFD9;YAUd8>e*91!0f7Vm+XMp++3mCb!H1|eh?>j@7a@9QIYy$Q-Owz
zbo+L&U-CeC`3zFr$$lP-#&H+uD4*|~6Nont(qo?38Cl$9t`=AO&b~K`|08kqmcAQ7
zcq}h3M;i$+$_drsSMu_bViY#{Lh+p~sLm{~VH96g=x-JUx{Qw-AC0<{j2gA?3L*6<
zJz!J#$mKwNL&Lc_<(C~NY<y9D!Gm$?uVT-mLEyV)XJ@S(9d|BNj6Mg$#8NA!(V%JR
z=XSa+{`sSdX0~JJ&Q{=`$68_Nl+v+`)gpU-*dCB9>H%P&4DcHcVN#LZ>@c_zOQQBz
zOVvdxS$7YKy34aE4w5$|CEo3$8X0kZBjJ295`zGLzuwQ}azUW_w0$SFmmS*)Q0r^%
z?#D|2e15IZSMX`4%AKXArjFCfZ0kMedXg&tVm4K2zZMvei<Q-Ff@SU5vE90$$3pg|
zt?iM+bd+i&Z~K%EZR^nQu#>pg(b0i|JT5)x4|-SvtfiNxbC)zQz!*r*d!#m8{YruV
z)=e=ku3OkB*X-;B*HF-6&z?Oy1|+3cXe4XXi>_hgUsF><{7!v&tFv8Gm_<h9xW^9C
zKoUal2cQtLIa?W`bVvc%9Ey+gXq2R03=`<hp+lr0AtA-!*xMqDFF*xt>8Y@J&UWf1
zn`EEUcBo&vCMMB1;4zV->K{|%9I;=B0uA+q@B~neE}l-x#P-4$v3J<04RbEM7))&Z
zmh{Q<q+Uo}WJNiB@R(OiZeU0ICFkA;4!@U|ImN{2@E{57?oOYfC;j4gLIjrim2n9j
z)PYr?DOwtu07z`2ld;FF9USVfCtMCKo&Ug^>c1(yYuB!Y#w(k2{u?t_@~v7A0UMzB
zM5?<=-6Oi?VyEW2jWx2R!^u^DmuFhPehpwU@!BR_@$c8e$)%;G#qoqIdVg$fY@n18
z_%DX8sJdDa_2{B|?}5E>+>4o~HYl~_*0@t{tX#C~fA2m}qVej&5duA6JC*iFXJzpV
zUVJlFrY?BuAO}Uzi<gIKC;+{HMDU4+W0S(yWu#NWGOT|yO<hN!+Pjx165w`(TEBn4
z^t5c*?{8<YCz(6wXN{w76gdt?|M+25w({MUMCI>?19E=M2XC%&5~vtx4fkfV;VfgE
zdaTB9qARhr2CGbP20|D^c@Ujg1L0}!=tzT%MDiND<dsq3E+%8AZG@;dyD~o*Gv1g`
zT4=O_Dw13FOQUSL^Agmz%F}yg#q)xjti(rtPqlRySndUux|^IF86otZLS0=w^7T<u
z<3N5G66jmNXee4cZUt&grwBvoeD>@aAn6m3SjZ1Pb2E7r1mC;4Qjp4ta*ZBs{^)5+
zQ){{^u>W7(82j$m+fc(nPOe_P`eSa6y@2|Y$nlAmo><=8k_i@UqS2|$RQ9F5&+$j9
zMi==xj|d9Z5=uQ(C3I?WNy+Ub)NE2BGxd>{DABim{<NbZ3w-lNY;0oUz5QT{N@iQy
z+qe5r*hG?=3=3@-pn^rg6Y=J0-d#`=e~^zcVi;5p0tCa0cRh9{XX#R@W!U#(??F{l
zwzoeDQIO;bh;i>b`_q1YGB;O;clNoq$QI9kSYP<Wm#SGT9HnyXxsg8#{cj)HFBZrA
zZrtFc3x|rx*VmAJE)#Z%M!&$3BmKYRm`EdKPf`;HPN;Z@lt9Mm>`dWGhVSh56K4*B
z&TwVmb}z6oK)Batb-VU4G6FKAw3VFgBW#-_#}E52y|b&r&zE#0yXxdb1ICO+Q$h6v
zJg~T|8+7$5R-a?vuByo;2$ZJcEQhHapYk`B1UJ5*+Z6&KQBh5e0v-F!n>P#pmRh!x
zh>3~mT)Y?#-PXMA`PpOaN1*4yw4s0ZN?k*P#a-*+OzMHhA|n#i1Z580!@AII9-}*B
zB?JnZ4>3po{Q0VDVppfWWss<xpq_`giVcBn0a2ph(RTGXujLMdMF{UBxAw|0Gt`PD
z>}O_{$FdTLL0^F2fAzB;MTCT6=_$y7s{sx1oM<S>mK4YK?II^5-3A4i2B&>&Y)rR>
zkB@Kk)Ye){aNb^Ycu&tiSq<+?OF3iJvUv7n>+ed`3~g?1cHVvw8g0RZ#I`S)V%xx(
z4}EKEYv5Lb(mJ}=e|7tZ)e$P3gF8n0CIuFI27Kpbp?;MJTi)rhtAFe{5Dv9t6p!KK
zmoLd3zG=6Hhp)mVdQw!xl%JnZ{O0+C0-;Mg4ZM%arD~5iUKC`cAPbWAA7Knvf=#8O
zqOt?d)YU?x?7<Hj89{p4$qR*z3BnDzmrGS-SD@+WF?|t&-l}u?vaIDvla})nE3u=>
zXnm1Utdb)+MFT9$tB}bnCzlpidL0QGmC4@H+^nLly?1kcaBC#Lfjw!l7&NBK*mVy|
zfL4l(^b6UK#<kbP(%!vegvon9qy8Voev6=&jt62I();4=B$9T?WM}{JGp*CC2axdk
z^@%Uvrb9qxb?DaWxUhdXAPoUtyynaQWX%%(uA7I)h@<~HE6LDY>3luG*$Hj?KcUER
zQ10JS>Q*hGDd?_a^DZncv6_!><BIodHpzo{w`8$aeGl7(k}yZ$NQh302FeHY^%)a_
z6)c1HQB?Mlk`jJF!Q@4sOWxknLZv^&jJ<|Kx<A}lPiCY9Dgv>2@PH9A*H93Zkm-xt
zBE{qhJd<?NK-;lu0ln`cWlMZXW7Xv2w<if;pAovl;zzESA#mhddfBzCj%9&ZOub&<
zxU`&{sP_jC9EiekrQR#EKr-OBbT&9FY!utE^3icy5M!0uQ_!>kmd)!A2nTQ<K5T8`
z`PGAoO!`XoeMTvw`9Zu`>>b=>jFJ2MBl)r;Xa#&I6>MVcP~cYHpVUnvj7d$QmrFf{
zznu|&EO}rz>HwG+A*97q2?3!%FhQ|)l43&>j4|Q`@YSFFoG2nL9$a6q5*!k8mYG6q
zaB)Rcl!3X?o_b;4e~UFq!oHeVdjMTu-xKuTy1G=4M}28-PDzN@Wu7<)yoe$Nv-Z}f
zYe6-`PXtR#ylDCFeYy+v0Y43p8Xw#A$y>;c*?CDUx4Pk^$InW1x4GG=$cRtZ6ai3(
zs($}|@WY49^_ea5Ct;)lfr6euQ@QYxK{3rqYsX_?K5iZ!g$%tahoaNj`eLN2$6V*L
zq_n}MTV$4YL&vlK*;BCd$c0x6EBEUG;UV-XjrY8|R1{4)W4RzeP>G#b4b(=QN;1-_
z<kBHJ3Nkef4Mi|g;&9W`AImHC_#%nRBn4C>m~=jzMmDs%!-o$Kq<murSkt|5p}v@7
z|8q^8196r;9iMr{#9XR5(gy}ipf;T2d8KrSwz{T9)qW5H6joO^Z)tH+K~a&EA}BzI
zp9~ZjtE82AONT$%b<H{V4)2~ld*Dmoj)_UV_h3RXc<sJ*y-nfB^CSnwvuF1}<f5Ua
z9iBZL1qwo#6hKq>R#iX0f61kXEFSuTAU=V13cCj@*5BWckAkq)S{!%`y$}GDE}V=^
zK_1R)h92kf<L>&=Surs!S){d=R9#-V8eo!{(HE)1ZUqOEi61{soLi`XnqiJCFq~EJ
zU~?-reF**dYuf423v3I#Lbg$LW>=BG_|MwCKf%qd4rB~Qc}~)xWBu6t$;VpI7UH<G
zw=PRxf}sKfuN{9vS4c8YUSwioI;d%KY4ZN{5rY0~+qO-gq8!HrVgVo&4IQ1B#rngC
z4|V^fKYglm;X)`xLfxyYf{ZiCx*54GQ8mL~E*^=lGvkzyU_5&CXx7V@r_Ia`aXGPv
z(n>x;tu6*MA=K7#-#-X1`1)$>i!792G+6e@xe$Tc`9l2unOgLlZo3s`+PKE?`xN;-
zKXt2>X~=M&Sm)P%Yc8*e-<fnffvR~pP@H);s8i-#ubqTIYY&eHAS!@{O9`7;;+G>r
z!kKN9x2i;543Q|%U@-!#OdtM|Q;TCe<_{?U>z4~o7#wKgK&`T)G{ZqWKVEB5puoSc
zInf-HTuE6ut+0>*4GvnL>5Ek_8kIh)%4=f7FJ9&bndCL3$ofv`n>@VmQrX)2Fv=^?
zf^6o53X|oo#2E=0ncYDg{H;XE<KaJcbkFsI9+JrR-N_CqNj1aF=A4h3ETE7){qTXE
zF(TxJGJis&HN8y2ai5iSXYw1GA<@y)AV|6cq>wSd#sm^e;j^QG<19RCKg8N{C+Wxq
zXkd_~tZZ%51*KGmWVUlTu-Ds3j6Sl>4OB_5LOD2QX?%lQ{b@<be(-|-i)tj7R4;R*
z?E>LL&}8AcCde2;7t-Br2smaVYn6+T2oMPeU3k5WY8*EXBQQ;9Xs8Nh3jBpyEun;(
zh6YP5p1Ypz?pIAs3A;Z%S|LPHVPoEB5PE&6R_4jc`5$&ino$C<km2+9I4B?<RoN7Z
zkxnY$+`>F0C+sqO?#f($1RS<>V6HO>Ld(-J5F?&KOoHVNL-w&pcG_BKotXl7DULDR
zR{n@DJlF7a&GNmpl2<M69PvS%B-&`yg)#*X0YV3E2;dpsH4PhE<j~O2#RMCdi=jd<
z+e4ZxPG;V=5obYRg>)Ku<hu|7!=a#{{DGlXLC5^O<SNC6O^Rxzn6{8SyjqZ><053-
z>8Y>3uifUjz5qkPj>&Df0~!>(Q|mn~ga$}>uwse3VZ+wK*)9`sLT?~49)y>fkWj>t
z$E+R~Y?7C$m5iH$ghi+gI1>2Z6NPur?gSGKe@K<ysuq3&r37`UFiJ7);fm$xn>eV`
zJSVu-&Ahyr5&fe7pq1YG1kfCLjeDIu_O`aC&GhKLSh{^!;U-O^aW5=vqmzQ)W0~T;
zBlX70ek_>c>C?`@_M_o^Da^~>?~T?$w6Wz;M25FE=eM5dWutBd@}>H@XeJ#EO{}_|
zv=iNmP{E1dj*gCejyWY6X&xn;dYqM=of2ADTwELtD{JW!tp#i#-01x$iJH8GkOblf
zA2X?7dA=-Ajaw0%8J_jkf*!08Rg}sti2U1`r*<5`LqVMFa9-E{q=Wr{ekh4h9`SSU
z8$7{2g=~wGLZV_E3)F&u2lT-E9Su;eEeeL6qzJctW`+vcsDe+y0hb(hbk!8H*!TDU
z*!W2WDtPuxAB;a9yWV$uQvH5W0^vLV8dJ9$DBF)GMEGa{`PH2$`HjLAY@Yq@Oq;(m
zPo=?QCoCsgI=Y}etP)<+M^hw4MkXvEL2TbE696xI<YO$Cc^}^ZjTE{z!Z$zMPJmpx
z7zsTtiR^dC6ub*D5?~bZ04`VssF<2>e(nQwB60#&R{Uyl&xB}fY;1J&^hp1g$%wRm
z=_2v}$P*eP(J?WZeQ_6Neq0cP%F#~Vl~_EXNJEB9!{7DwZ2Mvbg(218(#8JL7{p49
z;h7S8GD+k!iGMIfGKH9%86`-7hfZS27vXl@;#L<pFtXfr#j>_(k4VK$$tA#ys}0cy
zV8cE7%5yri5?PCVOiZV_={SXj9ks~mzU)K!g)HLc=B8t-3A_b1b6Ka8zaK&-5-Eti
zpfAO{%zAiwp5~x|rWDX*ajRxHa$S1ojvZQFUsC&jOCCLH|E&befWt+?od0?91e$!M
z?|k`A;4^eCeSLkx7bpDe1_lWdDWBi`oq1RGnvNC3gojtXIRA11VZ;D#^$Eiip2*^o
zSfD2g;j#r%g01nYFWdc~DTZ`U<X6x}(dn1|Hke_1wYCQ0x}lZ>rI|yAhdR9U_eRro
zZaT{Uvm=3+z;h8~BH<cdfdif$ze<k}=Ldz3y?<Y+<op)w`4KGJL4)pq*y9byE{)*(
zi9902);mwHMb9SI+)heb1-@SN-}>WEWV4Wjl*{Py(il>UQ$jug5BKha2NSIyg|&}C
zl6?N07Yivb5PwKOU>A5QRW<2jZLExdbU&hjX8D9zywSn?W}=yCbFIaH1d+=IrYnAd
z?d|%6A}3j~wg+PET-j3d;nI(nnW#{xp%79~Q7w(VWfI5Y1Y#TXxwV}ok|WRiLwfs3
zC!M66rrQs@d3q9yknR#PL4~saKlu{TQh6}G3pqx|Ghe(<&cibmN}$3Qnqx#ADN4_I
zt;CnIoia@|drw6Yks!$dFD?=ePR?y;e1xIu40Im3{%B~()Xg(yPG|taEiz5S65$)L
z(eJ4wi)rrWawtF&ZU>PqGw~j0FvbBp_C2hWtQjS}xR@CQ!?r8;vFEJyPmhyOhT#3}
zM!A9l0=??!N4Jm=B2%fuA1u!i&|#DDtH?_xrJ?k?FN;A(e72c5OZJ}`BXjy)A@_2b
zgsyyGEA^OVS?-QGwRsz&1o{l(Hq-*~yV$5LO-!Eou&VS~R3TVJgxvn)-w4-O7UuQr
zN``p|HGvcPmH7DMd7X*?8%9P(D1~6b*bl*oUV7hfkx7+mvvDmE3=0d(W_dXGm)+j-
zqI62-@z9qqKI!*|6VZ=NY@0*e++?Uxz;j-Zz!oB|{0sU%0nT;W(voj;rKn;X31I=_
zL7wy)i&Z85KPjx|8jw<LKa?W~w=(8tW=Q&x$)%pM7UHOpy1V-ruv+X)XAW21hrc!m
zDHPjRKpN>Q^%V9-E&Dd*rZsh(5a;%u`X~P&KEA|VD5ZYNEe;~)7~sgqpdeDcoD14(
zvMmNsno3+JwZ7RD`uGZ*tG^}|3lISJ^wBR{fcNaSsgID!zFiY*n)XGOlZRZ9lQQ5z
zk~}~6c>xA#DJeB0!3T$%oV~mr_94td#5H!2k&5y1hWh<mY)~z~3I0C@X+^c%0dD^_
zAD<JSMi)PV9sGjl!%{F01^7)_nV;5yW5=X<e}r;;a^-$464`j;Pk$IRvV9B;P4E3$
zd!V1QNxP7_l>AF(?85_#K5#M=GOsJ+{l`ZTqr;KcH!!FHA~}4R5<!9`v$=x*v%iX=
zd`+I!iA3fNf*49)=HuP-Hhae0PH@stSd{Tj3REcX%>8u<ty(3WmgwiXi{aH9{oByY
ztgQok?AXuww_W-&@$d;%{ZZ-d1O8h#;OR2KybA6O+4JyygkE~<5Q1T9>gv*#(^bX<
z*1`J0kOCHz*Vk_^b4e4^+>3KW9d<fA88Wmy$3u_2Ld2oIr{BD+XeZ915H}WF{#)j-
zUFFsZN<vrzmekeNovaHPvRmBbsgxN7WM6G^ym^brour>2D`icnEHV0)Y;RgrRP<je
z?c>LXOx4fZrkwt*I%Ca{KHNLgm8S~bmdkE(Tdu`Zpj}X8a4?_po0@6kB@}RPfYZo+
z{v1rp3~35^*)z4Uu<(%LOz7g(T6>na@7|3-f36{NOo*<=#7M?g7QTD;6mg24o*q}Z
zz1Svc2<n2!LRKLXAP{XQqs~NE-6$s2Ha_YJ|KhjL##=7>sZcm5hhhmgnNI3`a1(h<
z!)aq<HsB<HMH#sPzcAXO!#KCj9p?>(QC?HsuZ_7$T^a(>MW`^mudh$~@s{GIzU1pC
zPe{Pzpw+6KIg?bd>AmAGq|j-OW{ZNfu9>UiER$}DImgJGt;7+mXcMp#0!)XA@#xW`
z=Y13_ejyiKlMWHR9r-bWu77XvpftXEmGi{OlSD*Py8l*_sR)rh=Djyn_JgTG<e0Iy
z3;KY|`CTE^(zYG2U;vBI)4_qiW5Ey=#XYjHvcf8p;Um?YI22iYHn8Q?7TZbBIVErJ
zlCGOxa7$q=fNSLB<N)6%xkh{*+uvW##l;0jw^4t>Qi=~c%Jd_95$4L##R<)>p9T3n
zcKW*JkSipTX5+m>LqZT5Pyde;#;q()ZjT&G-Ht}-J6E!kKrS5-cN|b7b>XO?yqSZ`
z(eFs~qK6mBr5gPtKc5yo8mna<9Ch_`apx#*9Tv~^15G^5#^wkunRgET2nGp5+6W*G
z4dBU*e`_SJD~V+A@mU>;w^jV@$jg#D>(<uO6At`M1T<lKk%;h}@F_KYRT$Dj#BH&Y
z(Ki3*lWQ3sO^2wpv9Tet(SH0Akb{hjU;7HY%A5=7F!`|@V6kY;uo{edAK6~$^Qz*)
z@1TbY6e|B=Tl15{9wSume8VsIvrkghyCek@ksGL|Slcp#`uV9Tg^L&WBiSKg(?4x&
zP3m@4gjq*lpO8Et=ZSQFC%py?<299$z>&~M%gRaxfhS($c-r}lwkZI9Ldig&8^&gq
z{tMkEjpP3j2B?O3j=Lq2q5$&+o?Oel=uEGy{KilaN(CM`I9uMArmimH?g4R=+qOv$
z1W41Ltwa|KZ;@Nyef|1%<O|-$<aO9MBXIsKBO_{hZLFI0K>6il>l|ezB@RBmFxo=$
z&rq(TQ#XEEA}N4_16BrZr3gZToKU@;zejV%%hKP7+rwnco)#zEr36^F{6IyBTSp7f
z{CqP4hHGPM3r}-*p#0F{Xy5rXGAYmE3fpp>ysmRkH6;OyvvP8j(OQ7Etq%I<Rwu{S
z!++cF+2_2IkoaSGZM4BO8X&Y{F{G@|?{K6@?y#x*bdL`Q33<(1g!2+DdC>X9W3U{2
zfee7_pflq+zU&}n&NneWe*$ZQFT@}S`K3e$=>q=4hpX;s%c;vEwGG~4D#HBy?cT0+
zk8(cjXXHiz25eYS1u1KLI_4>Z<e|E}DJZa}y1_&d3<UtL=GXhx8`4N=pE<J#`E9g4
z``nM|>1sqXLx{lT_fT$inT_9VgvX9>K)%bk1_9v-qSHK%3}M}oyfRX-2%a+!hLA5(
z@$gv5vNxV_L^-~zk)dgumHLpi;;D3S+f=Q6QGX~DJz7LCWM@Z{&|PGG_F?6~eNRrV
zxb5o0GeCwC8N0iwsi!PYzmp9Il-0^iubugl^m06+k=)aQUK<28h$CyPH#Bqy$&=s~
z*r;atI*LfhW=%ZF-MTE9z%XtNH3V{CR-p+KF&d%R*4ny_Jw`P=v9a9iogw1)l$T@R
zTw{^dlqG8KYW=a-q}uM5C3Y|j4kqNC`!yR!8L1$rJ2f6H8tS~{cwp%tXh~$zfDaW>
z0SGJ)cxP4<x+g0)H)Wx;FW-D8k<5ei&c(;K)3I!EhlE{s08}|q>0F_g?=v#UkxHB#
zcU-bV2qS{{986num-|Z2nnN97JL$0-lmp*#?&g65q+N(0BfnK!Uw;UbI5SlL++aIF
zU?j`AaAu=pW*M|g|KPDec@pGLLKH<c?(*6!j|e1}*>t=R<>QFsR$W#;xg-IQu;D1q
zf`*GDiTDGS75_469OP$Uzy!^{@4`=m-G}`su1J2dqq}MJ;hmvi+h_CAvA8o%pLi0m
zsQ=w~;ihsN_kh>v9wO;Pg!@TI{MUO2X^>(-JXLRxR?7s)Oaq~|L*3j?@(wN+A<z=m
z7CW-UqP^>DYYHzrp62B20UDdEb958K65PUxCqA*e(3WYo{2urm4g!o0B(X$ix3`@m
zg}U*->6iZtG&cLBy3zuY!vEB$g*dT$M-4wMC17{f?cz>5W1bhhBX+H`KYlz>>N;+K
zTnyIb<+2$l9ryxd#TXa&9=mt0Mmx|Q@CA(yv6c4G+^(M46<ybY9=r5+OA?StRpzdC
zJxYSW*fvFmX$XK9P<3!2ZF@fKN}SSk)tKlb4nheF<}tD=vh`;9ui<-OAG=jAqQek9
z0U7nB4^@Y`98Q4~zxH0T=tGj&5dOsMr~w=nD{(V)jAI`@yBAgV%zA)SV4REuIoD84
z-lWA36NfAc_Ctn5yynO3EO|m>MldJ%yI7)K^TpGZx8)Jwh`IBm5Tpqqg5VO!PCIUG
z!`>l=45+C?^-stqu%p>qSnv{P4Z;x#7t={V(t8hXw&5eErxl@mK8#Rek3qnPQ1vvv
zpgUnTlLh!Bd)>968Q-cR!4y=K%61ZS(wZP7geRNp$LZMTj~5me(nli_0CzL|-8%`j
zjBiWdWk22S)h5hFT(Ak{x+9biOzL#Lx_E5nR_kR_OR+>GF^Lji2qE}38%rE_TH6%=
zOH?#SjF?nm{`Bb+>cmoKe9gEE^6-*2H@;jG(;c~d=@NR#ZO|G}cVyEwrw-WwcoU8X
z0a|pKwrgeHqw7TO4TA|UDiyG&fo{yq%wV@<yNkmFJikP-d$$sPzhm%h&V^eIqervk
zZy!4<_5PeY#C{?*fZ%3#cel5%W(%WApNL+_7_^wmx&BgXPgQEf%~1$HHaB}*axCuI
z^&k8_cq$s#gErGN^W7bV84dUT6G)RVrR5PtJbBVr%gAC*5qt;S5?B)1G(5u)sC_W&
zkzPY6gJ9&k?lpTP!83_d0ki;_1;w;|#d0EV8<%=t?$aJiIu;g<lDCkgh9Sa#|E|H~
z+|ba_GBf(q4jQ<j;PYRbBu`39ef9q;L3|@Du^Z)$JboU&NksB$=gw4Dzj{0u*70b9
z-Q@c$+ZZ)SBx*|C{3iv#*gqGSm|clyIgA?wfJPwjcUk%LG3MR(l{MqIk*~}5S~SBw
zB`3&^!R1GjgtAN;$1N%)MS(((9PR!1cuqmV-9QvbxR`%fy5vxDy*js%P#fnmGcq2#
z3Xv&r2nyOY7uh~Kn#=8&P-qOnDm?MXuhkUax&40%g%X?;6t=|^IU!vgod87flU?op
zyJo_LK+N{*T(p}M8)iLJbad`EJc`m%CFuP5^9;}h?>>Gko7s8l`5ol5RMHjBoS`Db
zZxp28zuh2rHD8KdAtd`W9ei={@Q@>>1Sm*|8c^^6PSK$!`Y2mT4lp$RXce^xfd2RG
zWB{$FJshmU32(sF|IEda(a~)E08mcd5-04un&Vx@r^CCDWzV;6;{`3|Jb4n$Y;gzT
zTMV+^Ld|a4T0A*cY0f4QNk%#KXvyJu6`PM%)N&9a3~aJ6{}ji=F1x6uOxy^560Z5R
zMH5R=iRu)hpHI*sAjv}>1v)W&?=}_WA^o1-faWYFK>(JCO>jOH>$~{=<J$T<be^Z5
z{gNLnl93L-?G=9v;ROi2eIw^m5h;m;{r6x{Z)R{%5rE~Jh~{IbnRUE4kACwf%ls|&
z9GYMI27xspX?aa&XCm=M43Hwv8*?e&>d+xnGSC3TVab_jJcKA*gyJ7$CK8r4$pX^I
zUr#vr`ksUljv2e1X*z0+4^gv__YE`_I>_UMg8^WMl(J#I8M*zE^G?KR2(ucI7o0ns
zP^iB$nK|MHDZQB8n09Y{7zwHi-4jz4MD|WE`~HigQ+x2BRUWUlkgLb(i-hU$vlXUH
ze&$K$@7wzF>(U&objV65?car;`C=rqzds5BO;L{RqoxVU%N?#EOPwyg7<~AEu#0+)
zjclM+=4lLC0Kcltgqz7wMRTiT=n-e|Dsua-D;%<{h_63-!~%^5$v!qh3lSHNy!sd8
zW5nDd8nb?vB|?JKVWSMX(UFnK?}q*xiK7Us*@jxl7~$S*6q^#nK><LH3qvr*Xr^Na
z8QBw{Z<Z*Fs)_9A2JgcTD6WL(e@<Igc_v{NvJgZA#CEkC3x|Z7_Z36F#Cb!kmQXNF
zg8wFI@*<3m%mC2=umzJ09!&TtanNvpI>5#P!a+Pq-}`lm-gehR#zEk7fRad7Af8g*
zsQ`Qh=>>zRK}{BIjNM8!WO%F?Cq<l3QuyY~oau1wfYvPniu@NdZ#&_DY&u{!N`&=+
zKbr9CiMTZmJm%>z(BRj6@F%Vxunw`30O<ahqd@7|e>I)fV0j-<CY}av9dTgXgQK>+
zo-wH^4H+B?r9-g>%8CDrfmw-vd$h$Hs|HGdF$%5ThXWI3^u!3QW$F#a`LZSIoH+*k
z7e;|_z`T#AHcYt@xfNu40rU}nOg?v@yrmXKURv6=Q=6+?sNw`5#h8h9>9-xX)^UE2
zJJzo*g+JJ8mE2Zd3!Mf14VU!AqM&PX`aQqvakq?!*RMrDDqnd0QJgHJFCwT;!ex)1
ztdG3f=He_cC__<7@;Y0PY(t<0F=oRO7anMI<IAC$qY81{V1N0Z^Cl1yIgT8mf|eS9
zS<i?GG0o434Y!YoC}L_36UGo{USvuoNV!Ix6=XbjAyaa4>J9JZS^pnFjpK(<KB4Or
z+}v`V@)M<X?X{k>Afk|tAJ#%UIp_=?ZX`0WltB*BZ~GX3#6XYg`+$wt30j|WcAPD)
zqgs0BFc3VkEd6-CScXj{-8u3|cZW_p6wGU4@NyKn>6*gTzAgr-8rwPnADHEL+nU@z
z)-?z&YQN+}o{)U`==Jx6?D~*?a7igyas-nSm_wtL`L|H>_JRrq`9d(H_U3w{73-26
z>J`oo5aVkAOkG>MfuBEatgx}NvSK2EDnl<E1W@|mYo`x{H<i#x1QbcySvq^bU$C2Y
zQ&Z!1wYpcrsPQNY>n)0UuNL)YPlCmCc+US6-*$pioel)mDCfb27%fv%j`Jng-dBhk
zklBE!jJd2O=dQR8B+C->tK#C~I-la*5QHIM*7e2*-pjjGGxX9jGj{?$u}k(1_L5G%
z=>%27#+7?6&3o&QbH_0^%D!vF5VoBJ{tg2AT{{3jP9n)(&)I#sdHYaDfIuAgRf#0)
ztz@Xq#Qe_w(!ZC<8z#jjLyAF*{>^z-)DQ&g((;}JRuMtLFE2A*0cya^BGyAaovNJE
z33@JaMHq2`VcNh+K?)8D@R9uO1g&};2BwwZkE5^BGBK$(lAEA*Vgtpdq}*&4+KwZI
znSkJmic{z}vT{Y?P?HHiM@x&^e$5fmk>sG?u@76D>j(^&7|$iY>o!hiV$dLFJZ1j$
zxq@_N%nl(qM})$W<0-c&+_QHtAzdN<{_vO2pi;bMUsIy3Ez(+TLZ0GR5``Hw`a+I8
z{A?<s<1Qx~GNWj{_G|oHZg5`LjPt^f0wEkj%VSUKy#|SIWW)^c3e(%)B<3)=g}{5{
zUb)qPccN3*s#MRwB$ZiiKeq~_Lp$kpNnb4HOifM(0ujN$;KGQdQJ|m@Rr5LB`$D!k
zaB|@DpiNCiy>2=_aO2Nq>?#EmGw>x$?iiQmzj(2Wa2_E=$kUL4azu&t$}D|3#zA4$
zZjVqB(N3^N&Jf$c%p;AqT$qm0N|<tQ9XWC&!sy=04l)H(^jIQ81<+?dx``pi20|)9
zUH@MH>>jzW12GYmro-=qcvh<zyLz0I`}BQ-{#bM@40r@!svX1fZ?DWB4usXnfApv_
z))a}~*ar{li#f|{0jOWQ&s-qLF#cy9F#&S5CX}+P9bFb}Z2<##TJJmK9zD7Pd3D+Y
zLp_MEA@PSfR&&^dVS5jH*hY70hBPT-o1@ASck<n}#TY}@f<|vCFlzAhs4NGhaw49y
zusRykCdS?`Xywd`$(Dm#tEy#iVcse$S&OqEv%mq*=fPtAD5@i1Ch@TIFSYg)c-sj-
z7*!aPL=W;i%f1lW2h3)AVzL-PYVb4aShZk)1E;>(grk>24NSbr;VFzh+s4dB9X5T1
z5#4#(mocJ_sCfuW!{ZrZJY)T?dV-jb1I+-8Ebe-di|DjGW;ZhQS|uh3up{fcGSr=K
z{x(XTiOQ(Y#DBw`*h;WYM30W*80lZQaEON|q_aB9@*B(r6#1V&e_p(#JV#fI?oT9&
z^s?Pd7_3aP&^*zbO*j57x0~ZELs4yjDPUPR56Vcyo^cg;8HEzw1CTX|t%e>Hd-rYt
zc8zF@_D)YqR*?}FH}}WF!oq(v;@;R2d5^DC7M%tT?}3a*19!3;-tFuSVvt10farbN
zr#8gxug=1|M~4CSdK>8}0Z^3n;)SAz$GhHN78XaGAm2;5j8S0o5%g5}=_|$)08prJ
z=65`Il9MZ>w|?=eAks^CX8A}86Z%L~Q<Gu2&+<e1;|esl!^0IkJR|^^fU2Zt@9dx3
zC&2`jAExZ-D^~`y>eJm0-TQ=md<dXoEAQ(|MGkd~qYb(kVQchq%Qvl?74~1FqNAq=
z-coJ!LP1C51q$Pm2Ho2#(@HRB0<jlOhBqk<89y#ZMj4B12l+rOUWHLA!PtfJzsx2^
zo-lw|iTK)+4x7am|4rAvStyYCK%u}rqj-4w13e`R!LLi4$h)A3H);H^Jguik2df+P
z?&#>+-@hY7iVVYU^2Bv<7%V|0A)YjDIO-k!G-khP+1cmf|AwKe)z#G@68q<2hty-4
z|MO;<cZYiS^!V}?#{rTYJHPS?&M|^7lug{~daX`8JUoy&pf1~Rj=o=9^PA4&>%0Ss
zRb^4o+TSlby$Ets#5?hx^bv1C5G+J+%v(TAY%*RnSo?d7^()U_m%w7gS&&y(r$pT2
ztZ$w?NG^~evHSS>Z$EhQawoeN3DSSWG#o}7WaQWn2&y@+L(BmrajIi5_$roi<o4K?
z<GW8t-}o!O>i41Hmf`b5PAJ59r2{kr5cwuFG?(-DfpGB!C9xW^6>tusD_r`ytPyoj
zgI_^AhG>Z-?Elg|NL3=>X;F|Uu!lTSzXdWRuJivUX4JR~-dl|>dLfUf1WuF-V~K=|
z_8mNUj44N)l;b7glD>vPhhlJSzJAc}LnxT&H1{i`n4FZtUYEdoticr!1FbL(zV}Z-
zQ6uKOE?+)yw8|P7zIgUs?*d%r;Wq74%d1{)uZL=z9EwH}Agjk<@98tan9GHXrJ|=7
zXAq<Yy#ulp-aWze_18^4dMQk4L)Io{s?R(Syh!7qhGaA`S3^y$XJ&!Xu6PYJeImqN
zTr7o3hJ3ZF$#rO2m~G+`5U|l3_C$JsJPR@~Mr~m4W1g0VOjP41h7B?=D-xWZ$TT3s
z3R)M1LbM&*8?|Z&2{D6*drLPy50?nAvwaJ1Lm=MofoMCtjDXl^R>JB7p~LP>x%t-`
z*`vc5!>GA<Ndy#RLR5oolCEd{1IG>A34;&{h)K-0wxCmBteF_3N8PrXy1a_WA;A=h
zpd++BS-F(Vi%ugeM05}42jRFL9R*=Vl$S$5;Ld}^=Gy-yVIr7>pBFk$dXZX+FgxM(
zAjmlqAG~DLjs1Xy#Fvk+FBCXnZsIKj+`PQiVDh86hYSYAp^zh(Q<C&pi;u^H;7I8D
z(AbeVCPsuHG`#5gevNpc1T=&?PzG{9allecO(yLUv$nNmb<clxff!v>==Ud*xzjK6
z%x1qAB8^E#0%STw1mG|YM@mWxoFYK12GS4bZVrOAqpUW>98^V^8>poGkX_|R&$}3b
z#49{tng(~~2X1vZzRJltu-xMdg~X5;X8kYxi_`DpC!<~P<g;TecQ|HZ|4kcIROk6`
z*v7=b<whzc0BaAo-`B6K0675A-qTuI(FV1(=U<!=WIX+{gUF%~0RgRUNPgJ0JXW}K
zBA$(RHb826&dqqPj()tz*sKqf4hAEZNaM%9fB(w9vw1$pTRrYSctAjB432nQJxLE!
z1|vp!#e5jLSefk&gU0mj&5D7pZXk@AbWC?>iqHC)D_nFa^_&k?Nl!CAlJXpyJPf8z
z#uGxud<DqV=Y@ykJxplkurtWQm4bj~y?N{|yo?ukYb(w|%glTmEgTUk??SzQZnP9+
zx9{9hMC52(rNc@b+WR(<IJQ^%0+Z)WwGk&l3JP!cxPuwgJTxM`Pw6jTHXfN%hfWKe
z3><<F_wp+vq;kYzD<L0<&ZqND4)XMKm#s}C6(hQ9?cCa9Cjr`*XDA@#Iffc#<*u3%
zRb@)lH0;f6Aqv-iT8K%&;|Q$;L1*0tDH)N*2A%}tAk=*fPBtI8dXm*3<Sw?09YXm?
zZ-um4)e=MA*rZt<)6!i>eP!U$eTBn>2L?|@H1@IEh>Ny_q@-`g<~4*Zv2U$e*Q<6O
ztVK*@vQY2ZoLSZFOQ<P`w=cfDvSIUWHs!{|#aCB~*atBH{_5r!S}00dn~}B?6OlAC
z7W!kv;5y`A#f6jw5|y#45l2h6BR`8LM$~N87<R&y1d9Z*!h1w+lP4N${WpV@Z`UJc
z?AEGG$akQmL<|jL$>GWPRsdPM+_5d7HO=gV<V>UniCieAS*?UycxWh)eu}^_q|r@e
zk-hO^r7Fy}dB((yt20IxZy?N352gB4c4{%U0CCdq?1~w_b0k;ZMNe$=Z&w9W7)@J2
zcyNe_<P{I22trnv?XXh1_bHgDfc*Rv&;d9osz>|DEOx=DwzaJpDEHMhFu>pu1#!Wc
zmS23frcbp;E;VL#)$7%j3ib%bql(bzZvI<TMMw31rm>~DU)YNqTNu@}3QfMXt822b
z1kExK!QXf9I**voxScQ}OW~lf>v=<tw@0ibuN`O!Cg*fO92IdkQDnn59ly;E_{<!2
zx+pVtLRg9Mmq@!+<>QJndfH)Hug$ed2z62!i*QMY=jXN8Pav^@-W39%3*v*HM1&sC
zMO_ynqGM2PiC1(?Pfrs=A?`Dsuq7?3#s|*sMDFqHR~=%?1a>A$XBF-hf#5NB&+%)z
zv7iXV_<8ifQ`F@q^YLrmZL*&r3^OqyQKZ~BKmFj6g95~Jq(Wun9%LHQjI2O6BCstg
zGQ9&4#Q8Jmdytcwr<-i2OZCBsPval!l!unp7u)Y?a|w#?u2^ewgdr(5d=oec84!zh
z4U2bPy$A3P3uN*E3HaW!O$JpiV>}tbCH^Bvh_pC4lW_nxk~hOo#hqxs#E1x5RuBT{
zc$)%3zWqlAd-SU}5RS$03c+o@f3HrCiiz0^XjMLv5_#tia>b|p{VN(8;?%f_L8*NE
zUI}cV!xQDjD0pypMxkFO{vKP#lzsIzF-|sTjD67Sanqm4|K=?k)TG<J*?a}tFpRLd
zARU;mv>`u|sHsxgA;Huaiz7k=eqfP3v(+D<10fB=RS+&1N;Bc-o0*$4jrlw(1#$p|
z{Mgc>iZmh-Pct-BoB7-6_NyBqb)-LW@<)!h$fFJ7?F_SX>OeWDQh0Moo7e!}Xcj_5
z7EIj9TSC2s9YAg5&CN%jsrRCn`TJ~WQz%N2)vnITuye`_#@=Cwj-Z`4j-20IlEn+X
zVp9`h<}0??fm<Ak(zCO}Jzh2qI}L$lsGU8#{OIHxWE_#?0pL1!hxgezLdyh60!JW$
zSPx)GgPEeq!gc5OXv46mksYVTRw0ItaY|(zIL}HdB*FWJYT{EqV0+*h3`vYx<m6Zz
z6Yr3zs5oep(>ZF+!^cP1Xt3JC8ybF*Et&KYwi4bs;r@*+1*$5G{jB|Mj#1vedh(<p
zj-cD8qc;=<RfGhn4Mu=-lx;KwkUaMXx%|q`*#lb}%Y%zCYH%lpQsJy!yLL^U_uknx
zcQ?$>WY*xdB}CO`IC2561+X^>`{m0D!vc7Qcm)^6Sh|ZGQyZ!mERDQt&qrWra6d*f
z*b{q8;9J~|jC^+46b3r9HS2-_B2k36qJLsSAkUIfACmIKo18$uT))j?W^%_B4-&uI
z*;@e=LGm=T(HYT&A8U<vOH4oMnpymOByR|B+^K@#Y?pb8rz}x>XCzrZL8K)lJXAhS
zr_dE2%Q+sR7)bOi-oHZP!HS&FIig{!BY5|1_ClZC85{KsJqTx*`1bo8XgXJa-ZyS;
zC=NG*T&)qQZEpFBk<A|852AT>_LI$ziPus1`1}p-1zIr0%bF-WzI>U6c=17rB=^dV
zW8D%$S{piHgR(0pgF`}x(F&A&eb;weo+6|Vz&=%m*bKzfU~On&F*!v=o$J?~iz**m
z=Nv@@4293EvqJ{iZjdT$<jhx6p0DakUS7C{=_({uiOdY%8*s73_I>fM7Hn~=LOUY(
zUtMjLKLCH*p?G+QA8Hx<!N&eCw$6BmLJM9_QLkRKh8ONs@k&ut|Fk(JR3bx}`QZX*
zqVXMu<_KET$jVa3&HWgcD;|GvNk>;#^yNlO7&1ua=ILFp-hKY8VVKjY?pt)0!IRP$
za`g2aysf09T=YndA$~Nmn0T*CvXnC^-qUn!bF=R<nKY8}IGTiWGTRzad7I%l#yl{n
z@Vx<6<3o?=In8dovxf)@HupT+3V&EM(h1yxm{*_QQWL!c-m)j>wY8n>F6R)<vAseR
zTDt<obt2zyKTAR)$En1YPtkaQiK{c8;-sfv6nZt$OcD8a?meHZk)bFrA7IdDkKT^R
zl{`>XufR}?%8+qRh=72=YqUsc2DcyZM(^grQA1jRcykD(W|iU9l&m>z8ZuNqcsAv9
zrq$yvAjtBUmT8zUtd2-F)V<|ZLqfIG<gLM*Q|1@*`#zO16#3)zJ|O+$&!n%QUs%~V
zC{pY{{xbiY&{?Ik3S2)Qv>Jr61>I6R#4f!;l}{nfFRc>|Ldjw8%p!-!b1_F3sskcS
zp!wG?xTaF(UR%TqY>;CuaUVQJOHe=rjZf!XAObT>AB@)g>N}*9xYdCLoIcOUrPy6U
zl8kttAO^(0#%=eIz+=>pIr+Z9{{P3=TZUD+ZsETZn82hvq#Hy^P$Z=hBt%psrIeCx
zk?v5CkX9rVk&y0gq(KxUB%}lcq($M3ckOe|bw2z*oPBxi?X~t=E}ipzpJ$A5-}i6W
z+U|P)mQ^4}K5F<kiN(b(Ij$7f`oYtIe9t_yE8vX`4do0Iwqlv(`%S|kehvF&!#yg;
z4i0?`566r3-VWU&1urc*$EE{4KF*ikTUB30WMpKvTp%0@P@G>cDR0B@CHNyyO}-s#
z-k1kPhm=_g4Qey+lrrygS6H<}BsB&;WPt5K2{(VdyF}$^1VhM;k_J)``rx<*C8#^;
z&;Ulq5RgJ94Zw$5HIB&5WzD$D|2Cm;U5K~as-l2NL8`D3{%;(Vpvv28jx&+Sz_(gn
z%1cDJOABV1VD$ob#J|vKPysfNdq~lf9oAJ3lFEf>ne!Vi=Sd#X@WUHL9;B~WqAVnY
z9v$rABs-@y&o)2aate@Mz9bFsG3XN@xp`suDN-<lmgX&E;LDHw73}a3YG#AvCS2$b
z*4?jXLC61}YXP{S3~*WLmp>!`*Mdm)F-(TxIG%?qJ5M|5&aAbQlQ7t|ks$+;7KUbY
z$v?tfoZ)#)3{G6n-p#EZI9;LpQZHnzV+4D~TV3`3RM2(d%IJcT8!OzPLMw0o_l5oa
zjd&4wXI6k%7uIGYk4X|^i7=y3s}mu8DW_>)r4<_bf*sdDU*Q3<oD$!h_m&on3C+RI
zDB<^KKks94K>-3V*&>*Re-C_V|1p`!F<@zXi2W7(#&Dg2&(&fyM`f>kfoHby?9WCm
zqJe@851)w{7(AheKL%7p&#eDc`6KV;m-n5)9jcwm=w0Hcs;rD)8i8(e15(=Ww_p4s
z{Z{hB&Z(9ct|?bnQOFn+C+F%GDE|j-2<hpmhsST_-sc~U(v~nR1*_EG%-ad3zGt{U
zm;xdr)2`V(8^GYk3@Y~brJau9hLZ0pGw4YOsaDG3o}VmgfRGIHLlU@MzNZ$N-2eU#
zAQKnjB<}zlYU{Sw5ASEZ&Y)W&_%RqBC4EXW&CI;@e;$s>*587QVWRN964)X^)n!vp
z@HBU0e|Zy3vp;B#9zt^k2OJcHwv2aR;)+Z{S`&~G1)q#1&(Fc--GH=9AxykrZVJSj
z1cI7TyQ*Vo_Q=i1UQOs<+_1P^@sT3W?eMk^Q!o*Cd?3@Q3K(aik6v}wdu+UjZ>C1-
z4P>kz`4Q^gZzj&}b(}p*nnBXuJ8Xzdn31vZa;Ev@CVXy8q&=x-8PE&El@zyqM}XE6
zgh`~sZ41E%;F4BDX&u7zgSextPXZeTzBJH!g1(fVz}p8(*b^B;G4S;w_H`JHFO9m)
zbb)|_lmw9dUdR(_0Ans8l(}uGPY!%vM-n}<qW?*lVci(FYepduN*>=^zRHPHIBHPP
z1`wZTYwvB4+qw-JQE07ZrB)D+JVLxPG-MF`)w>I3F}UDE^$Np)?v~ghPDVk9bSi=H
z7hqryoqCffS;|v{b>?}L2Y&^|rGm*xME51-rChfVdo#idWnt}MhR^pDtm)41xM|l9
zT4(v=;YySLC5Yy_6;?}gbHBze``#_NF&BQs($9fe|H1#mOqR)xHk~13XSU}10>q|a
zrk!%5n>h{)f#8N1c;A@Z01b!|G-TlBG8av2oFj8=hI*e&JVTbpwFKM&?Pe5S+Z7;7
zz_1W}48U5=H%^+H*F55y?VANF4g??H3A(~(4E_4JuJs-iATWRm`s(vjE8+>aBe-Os
za%_b>zWBO0I8HI{1HY7CmGTgJ;AdD>#T9UH|LEQAhxT45+ADdXD#bKJR5!}>?;;(G
zS1|%z$sP5sdZ`VDI0U>0C^ndlcsH?T@<Nyd2G(~~2pVQdBRUqUk9wAN5w0L~|F<on
zP&WfPg5~=vbb3NZ_n>tGyp`2q_>4TbYC*+I&zRltlca;<7$suqwWEoo?hT6%kEJZ3
z5kzcR5X<#(XYvyHcvA*(aYG<`Do?!;T2w(ORZ&(#j+6luiU~No9gp{Eh)jIdvA^A%
z*x86`B^0G+wrP*ObsmL;8&V$lTtxJ+B7=(VV(cFu{(z-%<Ej^e=zu!*1<+&b?t`=j
znzw?jZGq9JfG7Vmw!n-F>@A?bf}n(Cw#74gxc0XpRN1N)n*`o@pjHC&6n>)25v0iz
z0*)WO!2wY1E#QFb{qzY&&f<vI3NBJ47lT4joQTl^$yx-)2gXBl`|}*cQ7{dGyBFFi
z$D60<?zm`bm`lR69=Wv2^fem_nU77;mM|}X*_eai3n(^$Fbr=$1%p(B$9VzFn!!&G
zluj8I@)cLD2LOj;VYaRwxa5)%t??T<mxZTUWmX5KUvm}3D)w9?(Nx-}wp`wsRBPg6
z`QGB|{Ns9?3N<B#ZCnJNgGBi%-*3-l1^&c^*ue}0T3xI13_)*>uY+AmY{PF54gE75
z%Ury?aV~Cy9zlR&K_+o<7JwJ|{SQ5e(1CgkHebZrL@5O4I+P0FR9J*x3k^T*vdBh{
zcx-@k35Ivj4T6RV2@J3jz!SssZ_Wt{MFeJ4kpDUu+#q0e_uQV-G9j+6s(OC20Ms;?
z2fz8%0>NKogjMFbWe8DxZQHCw6_w~N3jw2QVwglAuI#3J)F`lzDDos`H#fijVkZZq
zHIUcB^a@{HdDLf;xt_jXS!?oS`6UvQ1Z&rddz));Ca*thVjmiEILOTiMK6OFOn|XX
z>x2~t%OZKKUZeb$vV@e@hwR>yjw}tS8L&oFYEbRQ6@Pzz+89!~ME;mAlY=GGM|RR!
zsHE;EKf*#4i{;}|r-WAyj+!?mW9y)IBk3IIHV~Odrxs?5fRMumHP9nSEKL(yc*HEW
zu@M5<E&x3v&;s~|U)~&+l!K4&|4A}`P5?J4jIlvz<saCPx((7f0t&vl^dzAm{Imva
z=JoXq00syGf00W#ClZT&{~iPCOa6oslsH&W4ZYP!854aCqbQhDL!mG~`Z^qrT9Aa0
z*bM?Xh<h$(v@)1J4e@Uz;s;@Sf*MKpHF8ZWs=t>jaNSWl%AeSX;&bXID~j!hxDIl>
zGhcJvZe(OGl`h7dw3u@4w|$p?kscjzzAA?yCFue*+kcA5Woc<?$g4Fj3UR1YLd|}6
zbh=M_#NBhBg$#aM$Uq4a#)uyPtTM<b8s^|g=Ly^><g|{9i!%xf|IeF&=tq*07ZCn|
z3Y`fWhH{Ab1k)%4I;f<CBlvP**h=b&J<Ld9iY~@qy-5lW8jPx8%5!6*7D`f3bMpiR
zfmhZ6#$>yyZ@EjL0~vcxJ#xEl=Q<ZT4WzsXu!{PQQS~CwyvsMR3Es^K{;|)g;2hC=
z7e1(Y3;TUQk}x%e=zG%YXQwhSN3y&spPGt(phJF4L4j%frxz->E3J0Fq&0rgQa>{}
z916~h_qRNyUcHCf2bs~&5W<NL-?tLX5t6!(!doHc2kZtIN%#ZL4uL`--qU-9dh9|%
zLzk`!0Z<GM0#{d8#Mg<So4{U(kU#*>4d<0@T8}1W<()fsU`*Xe%asIUAn^7X=KcjU
zF<WAv%@!>SC8eSUTR-Rp;Ou1lK7QqX>b1q{06>s{P&MYze6oG*#WaqU2QG7y0Fxl^
znl$|#p=hOl@wAhgOQxfwIdnexwB<x!p7~^M<OhDQy3e_omcQ_Hom;1>W(jH6oz*bV
z8;h@}A_l06sYK7aJJj%7MB>TX+C!Db%I*Y^3{nKo6pR9iz^DU5PNXx3I^p1bp>;hN
zPmq8aIC%gvi<8pdwa^i9`|jNzx8pNxmnmS5Ra7JZZjX<j{ga?!hj&W0%&6dQ4&2(}
z3S<!YG&RlY5&QvdHGGJpb3Kky0|4-_xq<}2LF@^gMi5DLRTrcbWAw^NeOzt6;U}pH
z$(t2n3v%x#r7Xa?XiW9|Co3b*%sU*d`9JuIKwkT`XJ3Z-P4t!h_f-CTz|!!jQ_T|K
zrmu2czmBAhx@(moXa)5oVzx2;Sf(#<cXu{Tp!})sJh&v_%7all3WOH;O~Ka>B((r-
z-127#Uj`}@q53rrhyx?fJlxRE4KGEf6AZzs52H0iLx4Yy(W*F&ak7vJtq=<G(_lFr
z6MqLcjvCkR+BF2<1xZM#{Px!*D$E~5P6y%Omp<%EP`|_izp5|fhkBcwFMK;bkO*gW
zNvdGH_k+Nu*HgdG?W2bBqp)0~3H)(#*~j!QmtKw>F=iJqo<}%x7O!!Ceo-<Yxk`{c
z@60whsBpaPAM-|fJ8<?p>&M35gq^w<9qZS5;7~!K;39&Amv!c(G$WJ-xN>qW1}biK
zM)MH%LOd1VtAP*P9I8UN5QCLP_tNv`f_s)A<46Nq5%TrI92*X#h2*QOUK7##FavgV
zEx&IkM;N9EUaC9mWbUm18-qmD<E{iyQ4Ea}!E^vaPMGSYUEEWgfdMw?s9r-`NIM9A
z7qSsM{4zi}&bXb=zTl14iLzj7ui-PN$%!utP2LPiWHORv^D&S}x4zBwq&}}GPH7_U
zfa>~31xB?OFCIS9ev*Zb!M$xqsJQ(-cm)3!zOW?0`D7W+Sx`_d==I>Y0xpAc!__eu
zwS#Pim`8o=y$BGiJ6zYHkdK6cjX883m7xw#8DNM8a{%CMBR1jh&3+Y9Q*{j(SGc~x
zj#bRD#Bu#P3lbV(V#;&SgwqRh=-)bJz(ou13yW9S%JTB<i=1xpxZI9H@DB(z?kN6;
z>ntf&g>lE(p9NEw1rIv2)*B&-e4XZpUJ_xsYit>293=BQlNeLVXDdtlMKw`Bu+hAK
za?f=7VKP*1$bM5D?`e1&k?$j}U~wl!khm4=Ip_q0=%5XRxen_+kM{9e!}Zz<&t-e`
z(7L<gTipfdeRlxP_29u=u)vrAv>|{}1f2odGf-LS{!K5F_rqy}og7@zqrYAQ>I#Z%
z<vUce6A>uTYr(Ykx}u=4!P)PYkkj*g#5w(;u+a9Y>G-3e7$ay=;I%=r{7ZiDY@6?`
z3?gmpAN)VyGk(VV+MlURGXA~wy?IP?#AOqltw7p?tt#giuUp!qKM~&W@;eU|(vg)!
zH@T4~WNsS7bsZc<eE0aen68zfGx9AseZ>ly+Gm@a15t&{s_EQq!SzOcgJFjzdT3&*
z0c2h1Jml@{er9SbzY+wKE8wjV2onfufMAkaKA^u<T^z5*^}y{GeBv<d=&*m6uZAO^
zRY*>MGGskYV(|g097||V-8^R<hGM4gewluUlQ9UX3GvsyztyRk1r<#LSiz=pKL0JF
zMB$zT_a_%LzQOl5&m=-=%SoklHz@Y5BTpl5)Td2FMty8{<%@le7lakqLPPsiOe!fU
zhGlSDvP|P1#Nc|(J>m6zD2f=E_IlO3mt*$<RI-jShRO@z*$C|r9<(QKnPY0eGY5%&
z6__<c`~rsjSJtgnZpeu{)$zX7y$Goo+hR%el)@2&fG0>hVeF|j^u#5jM8mZn_{xYl
z2*Sr@7XKgS2y6L3t||5rouEp@8<wug7!H1sw+=UhF0L*b3+aIO+uTFG@d`7#N0w&n
z%W<#s-D_xR_290hcIz(JP`NWc?CnY7!jHnx%Hc+GQ6dVkW6Wmxlzo!)Sfcs<9g14;
zdm~CFGF;HmFdF&t4Q!47O~3TZuwgDuLqoHqSCU^ix|a4!{Z_-s5YPWm7nL5wZ~E`8
zwS&DByznfy*sMDpXyE|$))VS0K$ryM>+{>&aWMWvc<O*9GXZIT5@MazGCPm?bh+Ml
zy1=0z(Ki=|S56u7aJv@%L>w}L^xX<nc+%nBe*Tz$r4l6M!h`fjC+my-D{Qy<6yqJ;
zPg#Pyg1vV+La#fsD*if`bEaC{g<ei^VLR?%<7;lS|Dst+fsUyu85F>V(LLH+h<O(N
z3{ZA<{a)^;prKjbts6k>>R(Dsh#&?II@Gfd&Wc|64)^0%5UDG%0S6nqb=lSSv7ick
zL%7gg+~q&;mTQ1vK<<YR(O*!n3Pkg}kdz(7f5C9Fw<ZCe3Q*22jQ>j?UbO`7nKw|7
zZyVer08dWb^)pP$-%SqUzJ}YuI1&SAhxx5Zs`PyY%QPz15w{p>a}=Z{bXhSLGj|v+
z-QZVw-WQpzUZRUTdK*)3Db~&!K%J0jPfbnB!G4(nsxPtM1>j)?YcD%kf2w;2DsX{2
zvD6tw1u94@#8cDo-djT}f*_1wvIgHr>YrvrtOtVzL^&=0bU&els1N#a{TsJg5){b5
zGAyN3<m4zg`Cy747b`}!QdxWN?p<Iw4lik4Ifc~E_IAL~7FgCx!K95uM%OmBJ77e;
z^SR;{yZ;mFpHuldp|gA|e<KaciJS5m4tKHdVA%NG77xS$M>_a3lurx?{rJ$7j7UDV
z6TfGu{2Na&BRT3E-l$&dtl+;nM7Jk&;y`Ccgly0!`jUF?72E}-GOvlTLSr6^YVfn8
zpyL74Cb%$1rQ%Ld5giDM56be}`udUZrF{z{L4j-oj8>gHca#bbXhDpESj)GYu3)kR
zzwVg$YnUYnj=l%oRz+PMB#<;AH^UjoX8|c~efQEinC@*&CmKEx$etZ9N%;N{0WEk3
z2#4lN%-4cw9F=gRonIW|Jt|VNVSjvClN8L-=<buC4(r@PtG``y=EUtQSCksP{|@1g
zbE`|Z>VCX>A^$+CS{eJhhB({eRQ`h3KaUZ5VnqL9Pwd|v5F6HH@Xh(UG5Y08_>YH2
z=nhRfNRI&i76N9_ZW^(EJi#cCgZ2xB7zEDA39aXv{Ka8xhd6f(BjSfwq0vYc-vIs$
zR5DrclM;^_*q#C@Lm@Ez^bTbDVDD*4xHUP5!vt&|d<@-C501=yBL;o{+IJruNk-Ap
zi#DAu)Ndm9Wb+IJJ}197tIp`2y~SGJx=7R-r#obKUC5P7mwF@O@_6`>01MgmLOr&>
zec#!g_jpqMe0M-RP!xD+0e1zYW*$>~`TUuUgQNXYSD1Q&GPKE1ashG;M#7D3Qa&xv
zfq}*!47)bKg9!rX_4Pv_WVOIGjt2Y{jI=F*?+f^P_;`Ss3C%UAaENOMn)2ND?<1@E
z53P}uIK<Tv<6*E&U_5%`@bJ(D=dldds}lA4FSDStUFdhHA7OW-Dy|t!f=4+tJk(-o
zkP+EE0n>mSjqxzpGO*B$e@=FxFlD}Hslnw1p{C?>tnvs#&2>u;rPNGxJISc8Ot5^p
zTBvTv<}4c&A-f4zLLHk}*^g$4Jne}Qhv+dsHL~c5Mo(5kA`<LV;6EAi8AyZ2E(B~i
zVCrVlE%;ox<vP>#|M527br^!Nz9#)o6UcXFIMx#&5k{DLI79oq1YZuzID;*W@R6-2
zFt9`RAR+cbh?7Dw`ey5401pU$U`+=LQnteYgc<?KW<+fXBS?5kZ5jgKSk4N9r5;+C
zyB%|N?U^*!;BA4oA}(fne*TTo*RV6NlPXQig&tCpJP0@;LGI%qtRU~hG;5%X#LT}i
z^F?;I0K_Z2-?5gyquGzIOM%HEAV%~zx%&{-PA<o+XbL);Jj7GlXGWhrlMRD`$bs)F
zGv?`L4Y^={`|Dur&dzQNaFimE5SSS?EzbP}i3Q|p=#k!k#&J3dal?m^q7+abw2?Us
z7*-I12aHg!L%rxy6M$eB;A~lfmP-}p!u~M*w1i*Jd-avqdk3(~!2>1Kw6FVts$MZ$
z9->%9dK=Gt&_lGrY%dZLut6cuIDoWf@s}hZDuDd#&?W}2G>h;zCg@$EL6KZd&#YL~
zgQgqq=(w6kE?$hsez>RXUVkhpTuaCN30z&+bL{)xOWuvk>9_%w<%@Y-`SW|jEr^zS
z`1km~<p$OP=fsPyIjG>))}fE1hXdQAM<35yo$D!wF6im%b5ZAhl4z=`UT-BLRBnAP
zcjJfHEk*wYseQXD$Q0DVYK9$v!p~YR#YO<T2U;&MXm!^rtyZ)e{2%R^J$?uW@`eK$
z3M__is-0l77C@<>ZbRM!<XQ#JA+VtE;Vgu=3fgqrsyD{qstFoi9j`xB^`ho{wFCwN
zViK(urBCi@F(rMHNXjmcH$)wbLhwsHEKj?3O_mDWXbEG9FA_O7yddJE*h{Y7$w_kQ
zMax53pPS+2R<SC5am(KO@jWo23p>~lf~$ttd84>yQQn;0|ES?RyQB=$J1XAMy{~a2
ze<rDPT290(<$i^|ZDRgGZLEq8q>iV*ry623H~p~mt?uyy9|A}3pX!<RPD&2e_>Rpd
zR>%B*VcEmqwk07UFp3~kEgl{)7TU}>tQ59_x(^PqXHQHMmo;s#q!ZM5g`Iu}8}ol}
z3Rt6Hs7L_J`Bw1hU_)*MT)5z22fp>#(#BP5C2}-)(S{5Zx?Vwt1{f=a{P9uI2T*Y#
zPMjwJB}B5fT59U}9DiL5SipjzdfCH1%D7la;KSS<u$N28|6scbG0bC{F;IlG>IWqG
z-+Ru-LBNK^yWUEUCn7Qvf@8|s7T|S8r#%+c8Ypk<JsO6rD}enkWxxWYre%>oI+8Qn
zY1nR~BxKjr4i>pc(4L2O?oJEf$|9o;v?7u{*aOs8`6JgxOHsDPz8-T44+f>DM+?Bt
z>|{MVzA@tio0-P5&VC%~iGm{@v@F6fY(V-a4)5{?NrQtHt}sye#w5QN4!)9LignqW
zL}-bXl~=&4nga%LXz)Vd>Vu~EHf$z?=GS@V?nP^U=<ai2I0bb}1?he|U_|gilZBaA
zC0gO+_!uAu9k6XpfcB}o!2K&ldW9a-PaI_s;|C&WvP_?ArdBMz(=9-D8^pyf{Ar)P
z7rhQ0%6tVbxpX&+vV|$TvMbh~^z)RyVUEcimDWglDJ*>32wFe-wXL=iW;uAX<nU3Y
zPh>h(ZY+H$EP?fBJ;;bb??G(ym?#Q$O@clr=^-YOl07mCuWf<t9-r#-K8Yp1zV&iV
zfuL`8DiITe!GqykoXm^++#=V+&EK1`B9U<4<K3Rx<D8gM7=9?L)?1sDL7Ee~yIL@Z
zz2myOr!^0yH{78;MWf))y)~IQe6MFm6JqEf?C=g)#zaL0!G{Gs^ZVE%nCBze&U^P>
z_6T1Y4((WgKq8RE(r8_9RIgV+o7maY^VC-We7R6+0%kofhEZf}V{E*Q1&on4Ha4)9
z1l><^QuoWualnEJu>*-H9NBs;{5q&!wCvh(`4juJoH+8HS*aUFe6RDw+&&mbj)NZb
zEK%ksJM7f+mtK;uKFqZ>Ljie`1vZsD$`lY(@ik`pRl7ur?AM~;pm4`0Roq+Mvhmw@
zu{ryFJwg4A;<!r2W8V8eLvsIAe0oZO4s|KRG;e5!%Ki~i)=07V`fFB4^#&(+MZmOF
z!7vW+G|;v{rR=M;yFbKB$NgW<b>%&+3RKPDm(_3fJ*oX@0RR1dD<eG}S@ooCC{Ul9
zivv#%*uk<{+$Q|(ot%!mtye2<^S^{ADEDT_lLQc>40Gw1T_qi6>(=QnNl7ulTLj@8
z7>Y{`sP}6D3!<W8d}&b}0w_OwWQ=ZVC(A4Tc`o4nO2w>*)rTRU#c`93d4$67*s3JR
zeo)Op>l6&Z2P7gB*WP@nCIyue8--D^5E$%5L=1SHN59Mku|=VAkLHMoQix!75UL(U
z-rW<l9K_eH#=_dnM9R;jE;$cdDCbug=buh-(_i<-yp143NDwgjKqw14&>{L7TGr3R
zLn2!2gNbC8K<)oO9RW2D(B&Q|zIVSp{>ToVaM<{SNQ1jz<0NYB-QJk8&g$~`Y7zmn
zlPluli}5#D5W6iR4BOd5{sZabA^s^RmsK6=4cRvk9-+E%tIwEiOS}E-HK_%TDmuR+
z@pX4Epx}@{yLtkPba$Px5FBqn@>$XR_eJueBV7MbFk&$D0b8F;VBP}=nLfeOF(mZ7
ztpaQJ{I0X92E~rwiF?7ID5o|?U_Ntx*aMJ2F1L$ZX&P9l>NBj=jSX|%t8Xgb;X!}~
zjWYK7cK}X_R+t&Xm=<fIPj@Xk78{M#EK1p)^e{4kvW<w$OC#!|aRJ%QeINaNGc1>f
z*L93tF8rV?3HdeYQn@`Hha@78{{H#u{bL~l*(Y$TuNbW7T6LV(gv>}H9j<ox0h7Cz
zZlCAoNC7VsrR=Kx^_b+^Odz;IkT489RIqNM2U5fZZ{n+~t8Zsbfw2flP0k}bSGY+5
zR07U(&U;RfNJ6ABAW)+rp^Esl*K%TZ01WGIOf)%h4&xn|c}=`x9nJ%+KbQxB+L)Y7
z6bJhf5I0Y!7Ej{st{mBab6|y6Lm+lXYv~psg28kI84$)jzs$UnS6gtGADCa>`x-Td
z#Q=+NJT33<@5e&v_9CCKUeMU9dw1rtX#LD~ap$#5OR!PKa=5krk}p<Pfc7=%<71{b
z!D)Hox+y5o35gLD5GKH#OqYQNL)By;l5Nl7Y?aKK5uoL8-*G9XCSit%b5sdXF)9|m
zpT(L+tdiwX26GI@MGpv+p5TTb{^|hwP_*@HKiUjfR|iV%&(H&qs+ECX3eAw!?9Cns
zuv8hsM@|AZ27nzDdjJ6v0!W{l0EvJLg!`!1clpDNg(4uTV`es=T9pdPVPr?wQmo{I
z{&?sqkPTu>C1nI*?eUhD(J&hTQ1}9fClJBN7K{L6Bt6In&|9*QggYZPYsi!setEt|
z%nxcE*z%$Fsf?U9HrI~H;2r%BwBYDg0gro7&x+C-{nIzmKd>YH!g7Pvhq}lwqx{`J
zCkb8(W`i0ETaFL28$Ws++oNFPI}piOp&gdE{D{rLGq6iBFbe^Vz($|Z4<Bxr8c3o7
z8L2V1KSdHHvQm+Jp}wBM*Nkc%$Q30JXG|D)3qyp!x@Hz7+*8DS*m!hyTDv)>0Y9(4
z?AQZR2Z*3Gb#jnOfg2W}FW?Y>M-Jg<f<z5tevroCf$%7=oU%vQ3Lp*x^B*FMz^mg9
z2Qv}aD6YUf0qklJAQayU<h^zGD5ZZHw(cl`mJDH<+45nxg=mY-U%%d|%z&T`yGV9+
zN{zlQ_H@wP6@^_M8ah$>0*BshD*%pzWijKqmYNZJdNag$Ax2~$V2OtsTLxQdCt1kP
z1@#d1A*)pSU<ubhU5Pk##^fj;CeNLYjy4c&1?0%`I<Pd17&Q+_MkWeIj0^}QUa?Ku
zLrti_lZY&Bbz2h&KcvHEB86)q=}`{}G1F1g+i2zYmoHqNegX7OHchoa5q2y+54y_J
z!=(+U=C*6FAo7uc0kSa>hTnuB4SoA&2)biK)xw%48Zy6NbVHJ(kX8n555$6uFB6wx
zQ%#gI{78y45}-x?2B^d#ZGdEUG&Kj3+IMBAs(C;&Iz8G($W9I(N|4KkR#;Vonp1)N
z?oL>K7s;{d8+_(}q}-HIJzavAFUOb7428jFAtc^BdU@Zc$;hol`(9@F2zwe^s&der
zEjm$OP0T)zpz%WGAA;50>}tcFJQTUTIC^xHT=@nLoe3s?0#8Fj3_ctBqI=m5%`9x{
zH#fl*hc{tD|NagZ7eRF#8BHojWE{THmBsX%G|{_FUz$8lytCOcjmuV(!Y$Mt_+$&6
z3mgxv9<ht_;C*a5WB@$}F*|*^9JEf52_ha8^<Z>DQttJUzhDz3_zY>0GUC^-a8Qw8
zdjarIcu1Zfxyy-zEgl>`Fx~TM?8%9N`w{|p00{A}%xECGuR<mTM|tH{jhC<i5^mQu
zdZ23{-QQM&6rG#y47hj6nYUi6zM_J3@~o!^BtT(nMj&6_vr}LBBJ7_Zc4KB@BS;NV
zsqwWcJI6LPucdv{yOwm5DTNxSwG#<e-dUyIJ%B%U+u<EG;f(&U?OTssz9s0c#j-FG
zXhuZ_ieAI_zowe|<qf_}>Ge<X{n@p@344X>$?J1_M)bVN0bqH&SM2~E;SMMNJ;s`k
z&oea;-zsneKxhHTra~Q^Y*67ZbEvh!6YmV5YdCNbxtc<^p5ZwU7Z+lVbUgCaMCf;#
zJg}LhX4;jLR|$mTva->oB^0OP&!6TuZs<hi3)X;V8V;;)0$XmESAWmIRRLP~3`33_
z%dfvK;I8kmt5AHlYjQQ{GU5Ie?WSk(EQY1tzRuL+!fQ-JtGSkhi=N^F+2lE&sgF(E
zXxdr*=;H&tX@hFM<BgUJ*r@Y@5#FrEux)ww&CUU?ml=7K6_GZW0S?xd*3Q<b)?#To
zeg*k5Am^?>i_nvG+)~KFNca&#Xp@agm-WA8k;A2jE6SQl_z0Q<I(#?*AwG@J2`WRo
zsn9`?_kgi5!lo!Kb-qjUR7%>0C`=LD8$izQ%U#MOn607*@}BK_^gJQ|<+N_6fMxAY
zi^~I6dwG8J)-f9v&x9WD8xKhK7X#stOI=&vuZ_93-C}k*85S7gq0~e?M~(QX<cr9&
zYixhEarqF3&@stuiTGj5)5pbm_HP;)mvU1^j;F|HUe`@)FPUh+`yEyBfkmmx!+Fi4
z_dzu=6oW5zyhXl#$^K};wH*u7x$HuVoAv_wGDnzJyENfwP1R7DzigTw{KQ+c5wJ9t
zF<`El`Thfc$urnI+OSnCIUTG4+ri2#dm!^AV^^#NyZI2vB{**(M#zC!0$>M%xVakz
z71e*dm&Xb|!B7o>y}ARCe;%(qWZ(}B0cHmUZXmoNj^$U2Ph?nXjZ2JV^_D0Y7(PW#
zD+Bbo?fdud4*w>)0V@fTRPCT^VL<^_+#voiJN;g!Q!SahAKs+q9Vh8r>-AQGSN`%^
zs1zdFK*x;JLILL=u4*Zd6zT;YcRm*tiA?%@*H@>M4zGcED2rd+`H774zRwydYuipx
z2r7d_!Jb&TkJF-ugfu;#s5`4erBXidmd{mA1$w9}xw+fNMx(O*PIo7UUQM2SKeu?|
zC<ODhaPV0gv{<LKGQ(a~#B2~73u{L|+)r!*vm0zjfN2Ma0Wjf$<+JJ;rC6K}ci}G~
zLBJA4=po=C2Q|-I=4j&oy%k`RA&8q{5~QJ;JDR(F36ew<HBr!&{I1m)vnUJfU#{Qc
zF9pgTM>0CpZBzZ$=B425fS(T5P`yxeyugn$o%I)Of8zVz!7@aBh6HSm;o+^y31%jK
z+#DYpnZ&iOX&xMi6#O(VaYCKkkrNWiAi1G&3GXLk;JH6Z_1&8W9_^v%(yluV7K8C>
zw{5SqIwv<ova*D?PCEwui|!Y3pC^xHx!9ht?+(4t(!tjU9iV7mFFg9`EWsDkHv4NB
z+3dj=e~?#bD+5!#hYyjMzb!?LST4P+pd;$NV#m$5V@n8h_gn0xY@M~;GJ2N`v{dJy
zy?Ddb^nBnO88bS~sHvAJVmjtO`~9?{U*KY%*B+^VB+B9K>ppTfM)>cuR+`{0Y~d^D
z#u4(~FC|#(&aK}@B{@7j4n$!41s4I#6B7x#;cSbE!$D&`@TR}FpT>GY(j5Qyl`{J8
z#M+IHeY*!?-zV<JqO+)(RV){<kfpI0V#0Q+IJsCz>Ue!?<Ao*<EG-D#77lk1!mse&
z^r-tX3Ev~K#2HMuh~=(QpW(mV1^4dZR!k8GnHBZ4&yHN^LO|C<{19`htfE=mJ3)#e
zb^KH}EN&<rScXrXkI2fa-qQF!Gp$nCycFufuxQm8857J%FR}F`bT6Ow;yNi0m2U7L
zp6LaGlRqAqx+6#BrsEsv^Y0(oTWn+}7tEbsk3O2p{uO-KgYDjQLTVUr#8of%m%igh
zT-){ImaCsoq;$~#+`XgkZ5<Q(;$sUceprU!Jj1b-ZM_rll=xAf@ezY;CG9rEz5#_@
z3Z_&HumW$}pKQ*@!-gyPa)DT#RQ+qBwO8FhC}sT1?et%Y9qza<M{MgxFMlyMbjxsC
ze5Y4vTQ)Ou(GfC*RM8o|_c0x<?gH1S<jLoI^Gyjaz34dT^_lk8yrD)wir+q|fBeAp
zvSNT6Ym)F8g@V^C0UWQB3JR^acqzv0!s<RS{F6QlJG4FzJd|q;JQMcfxSb#I$t+WM
z>yubd(#k{5&9d(tYxi41nLUwx*+Fq}^vG=g@#BrWk6*!Q@IRAM(G@2zs#HFHQ4o1S
zPy~Ey<xs>gKGl#mREERP$6v)%03-3zQif!9ab;bI2t07`53(>@ei)E+$?X?h7ji+|
zK%}<jAv7I7*aY$jw0{TO_Z4%|aP3SWn02FS!)7zDxcu<w?}T&;8~MQU;3V#+#Xa_$
z+QEyT`Y8^3Ln3|8jxc|_wss7vC^yBlza5_Wuf<Zcr=dxG4=>cu&4$A%Vt(&d(@Qc~
zMySD6dO^^8mq5<=X&S6=djxI_MR;dGS(I403W-hl55mz;m5QFDtnF+62T^S(%Az4$
zMNFzK%kNbUE@+?@rU2}9col#)Ba7)=m|*eIg}oCnVOBETaBt+b8g!t98&9U$20G7~
zWIW&kSXf$&PTq|Z|J=Y5_CgRli+o<{yT^MLi7=k>3o@9t2$V0T^>kf0gZ>|lz8UsY
zJiUz2LA)5YH*Vh7YuQ5kL;BV`-(+-K#3+;J3x-QLTn-#9_KW-?4s*OkP*B32IFql0
ztIlsYwI!&%uaYviz@AK0ZvGj|dP9et&S?7(H$!VatjEE7N!YOQ{0aW=y|3*(H)4@B
z#>kW$AVPV7j|*+1bg$`8yUCIPM<VhLf-4*(BOjTEEc6%g0N_75J-spdnVC-LD;G0~
z=DL0swrVUl5PvfUS4J@|fv=CKVGs<?B*QWBp{`6S$f~dI)_eS_oB>ha&hGIDY-Iw(
z0JMQ{$=p6a#r>l|-X2_hBW`H!-DO7_mKc024RlE&er!ktJ8`RRqN3MduF31V&c42_
zhw;JOlv?RWD;-u!+s=Wp_fjG+@I>EwDQ0xaMG&@DGu2veBis1_kKWD>l}Mo7#1fv!
zJ;Ex7WtNv7!*`J1O8qvW+*iGUd8J%;#;*Zwe;A2UQE}ewX2st5976ba*-7bm{OSL8
zkq8?7>f((1OKV_Y0MVv@dBG|vty;Va((rV{O9z!={@Z+7K>zRUb%3q1cu^JK-M|rM
zd+@`mVrprT2evI$8OnY;X!ZE@W#iz*;G6zP=`^>+m0#&`OR!&HHa!$!k<rqImsWgw
z1SmDc?|J;YP#7?B(C~m1*MoVp5#W)}@baD&@%~}Xc1%kgOK2CikpSLw559ffChsUC
z#dWBpLvN4L|31L6tqIw2wkVc+_4ujGbtxusHMe2At-U)nIF?$1W;Gq(rU)M2r>lH=
z7(Bnrrl}bS<56@RQAXP{#uA1N5}o7n-N}E1GR`SXSpfwd{oBMAfOUI%_%{$5XL3`J
zBJ;LPWCWeZi)A2aNd8|?4l&AWDD%ET%7~=utJj^-KHl|vK^ig+;2X7*t9OmK;KGP6
zC2$QkjA=Z=y)Tro@rDC~3{~L=h!SAvLl$?yH3i1sIH3C)`wdQDFc=i<$oL;|AIYPF
z@dO?g$N`v@=F`=$=+PI^N(6jz;efD~tS7!9bmO7&sMx!N)y8<$ns`IEuzQow_P_Sv
zGqGO81evMw%CnL(zM}Q%6b$aU(SPCb(~>XO8{e=U7a0=x8A$rbolxJB%ab1^;3SMo
zHLox<FDeS&b>}{)kMkl{n%$D0BV_N)8NFYOjYZ@&BhWGUHO$Ou%FuTw<@@6Ftk%vh
z1*fbm70g7K+!lVfeDzVCw=&d4_7*`41}@R;^fVvJI^$Sijv4;s99!l`t2W;cX_KGU
zcW)H_4+II*Ygrygu!VBOM<#dfL)G0mI6i9;6yIqKSM%~&=GqN82z?<-aCH^&NF#_C
z1w^DZOQm~C9_>EyJ^sT_PCg%3S;-9&ZXirkp?!wu4>HpLvvC2z3t{txgmCKh>Ufb6
zTZwIoPpg$orNIhT4K7Z-Hy?eK(QnTy@CsTe`}k7clVyZ3^n9iow^owKic_jzAjqnz
ztYQ~PipXc#$C<~^c-|T1Dt5>!zK|j7lUY<6$Q87eMZEB;g*2!GOHY7mam<6mIEh!)
zkTC9#e?4A`;=*|NxqoN(ZaJp$&#Hp&$*elx%LUMf+L2r<EX9gV3u(Z06tCidvlSY8
zq$!Q5MJD2QRY2o?+89-E>02BryNS(-b!%@Jdql^s_gD*J4~SnW5XtWxw5q7PI%z2b
z4E#Y?>HFoikN>g78WYQ%o_`TwD(%3#R8-oE*WY`tM`S-sOYF`#Vq$=Ue|lw8U^<fR
zo7VA!NeismV4V=q;YbG3TC1EmDo6nfhA4=`+prj@Nia<Ty%mh-5hcaUs)-lGGhTiW
zQiQt$y6vlc{y!+(shPWWc1F&Xb)+mP>I-AJP?7oqd=fM2Uyn9lz3Mgm-BLv;l+qgg
zNU=ztr*nyn&rDSEw)@z#CVcnf9&Ma&Qp^(W1EC#VJTiYG{Esh9);@fNp<9k3r+yU`
zy2FVI+$6?2JMqUb7!`Rh$qJtRd2$JgAksSHAcQjj^pB1APii&hXKte<!N&s)e#C^`
z!LbzB(zD@VV|RoQB;dIl-xAL1ahO<+vO7{ng+goJeGue5=IRzEIBr{~6?(}&BV?49
zO}q_@kqINBZp*)V>)JDnXQPv7`t)=e@rhhi4vlySu3iXD`k{YiE)i)giDx_BB}tCR
zC56%{Gq<|=f9{t5ZIy%9nY7|UHL0wxipBdQx}27`k2W`+$bb^%{IHy&<~_Wk1J<2V
zG97}SC<%t2{61QB&UTwLf6bNlWpp;IvY+?*C_$J&k&$3~{RBtj4qBwhZGQeTRr73a
zPfPQcT&LEcmVmb%L$j^<S>a2o83C>JFS&$1QCU7oMwQ)`Y5eEQ_WDUL+4S`<i_ed$
z5NL$+SCf`@95VYZR-n(=6#<~V;lrs07bU<I0IB&@rnno7<3ch}ZwjSs91<!mDIBFU
znp|YE7tf&We@;<T;ha|fy6DB$AB%PJ8n>{cdQux9D=!Z%ax@p=W&05AUQA2WHJJ`J
zxAv1nKM4zF@f<=QIm)paCW(C?2@*X010M<ZKk=ukoN5^)*g<BUkH)=JSFvb`HnSX|
zJ`$mq|9Mba>D8*9;4H;_H|OyES2eCByx!U~I&g#9B(Uam*n~dn4g3*WU`l+VHdXsq
zkwB<LCwS{4%I_a3HOp0t?RYhtD<%>TL<19C=fi67cF(t7d3k3{Or5vHy^Cm!_|ddT
z(ZlJ&B<&KuC8B7Aopih1##DS6pE+r)MoR<#t^Da2wgXO5jo`>NYAL=e*=S7E7P`mN
zLYifFZn|91D4|$TcJ(MCzLbi0cf^gWe|WXty{qie?2U5w=3&3Ar^nu6lTG9JUpEii
zUUQiKU6W?_-ppqE`&}-7R}TN(4hZZ^b*uhS8zrZr2s~SjE8!7QW<}4JNiibZNXF-j
z^L5pL9$M`qeDL4_)J%7Ezj0F%3|L87Pgcs*+@neMg}4dA5wf(i`@~KxCME_`zINaw
zfVlRv)(N)aAZ{<X9w20+B5dX3!yuaWtm4W&Grbw~p;oG;P>SngGL7ic-#V|o0_lj;
zyG(5f>9M$8C<aemGGnJu$iXPg-@9+T?-e-_Z5BgAn;f?J*sJxaD!yKRh*o~c;Mu`G
zvHkdXh3UotU3B_V8)h=?!i%&E`ZrX~Ea=G<SHhIVjy8itg~|M22j0d3F5ZAoXx1xS
z%KpuWyL@OXcY%k^8s{0|;TV^_D*xWON(#d!O24bS$L}BFwZNgPRZQ!<6GeJ1`2mN0
zDH6uK8uw2Ye{!&XW_sSXdyC|FBIx3O`^}&$3YnSlMV$2ze$=3p5Lzh%qm6~V{VtB{
z{os@ox~fYah6{=f);8i9l4LcaSxrZ_@*4vVZ?_|mjrK^g5BK|bFia!rzlv;kPFFFk
zOn{FQpedeAAF_bH2=_5$M)wpEhz%6NCJCij6|>iC{W(D`x9bW^kv^^tPz%#P@d@Q%
zFG^m%UuS@;hw&Bq_f3q0BG~Uys+B_pRiiKtJG#@}(>u62&49g<h~sqX+~J#Tk6&+Q
z@(nQAr>3W4KNbnRN^f?7F+<DVoSr-x7ZVhS<=7M;E<4j7qu~9X{5By)4u^6ihK^lP
zC{)HcG}4)!;|B*{dl-g<R*^0B+-r0#hk}n$-aU{0XpSQE={Drd(I!o_jVH0R0ls%)
zniVcR_$Np5z()%wo_sQW<N3zX@nYe%(}i4J*}3ytN-&Q{#%Q#|Ht-r10;c;RsvuXw
zDqU^C7#CmP%sY&pHeo~;!m&C;?*7q$g#`SbD5*s&*5V3XWC0|y`EswhCdqj}r%Mp*
zyx<c7j+RHH5j=^=nk*zi0gK#W5sIsCOKq+9XiRBGxxi|B$0Mwz6JtlqlfPQkzXxxy
zJ!~~hImap!)x*&4c2f|cMap8F{JPZMR>U#7MmeuDVfurw(zpF|hlxgzl@(t0Y4h(o
z>-XbrqT-}?oP-sF={1MRQ{@U{t}zh&!7pB8tyE+~g(~8Oa!a&urpcp1(Sy+@?mvol
zOq#A?f7`t^vL+pZsUxRY;OOlL)lXq-yVcAXo#lItI+XnLwF^6P_@9r5d3}<y#OFU>
zz|p70kW!oVt6nse5<mpm2M>gTgB6|UTd`2im>J_*aL7PL3w8wy#>87GqKolHE0rVO
zty;;+nUaX->8?ko;|Q$J7r^rcPtq|E%*f2XD4ot7HRD5+187IcngQ_g0V)mPZ^H?6
zN*dla&o9+w>QBq%J)`P;P9e%xz1)(G>CO3LK!{a3|Er@7gNEf`@@pG72J$GL#=M>B
zbh+*8;fJ2jn)mVV`jW@wdBd53J&{C0mAL1`{}TR3;7^3++OI0}hXc{;7if9JL`urd
zjUOo~RS<Acgfy8FbdY7)wM|a?l6BtV36$A%bJC#@>RhpR@?Gb@(5@J2vn9Gz)nYd?
z=BVJ1OK`YBlZ*?Zl;d;_nQIs}5@kZMiMdsG=|id%78*-tyb+{~n%~-jebd8rwd!1y
z{3Oq@>J{btlk;VHVFQzgVpo@bd95E%r^6@g!rIK7_sd`}0219qp`gozfWG5K-6&>U
z;7hVtmlm7x)IA<7EOd%#M4-7@uE$G)K$F(we?@~mPY)H<ILyh};pJ#PuBmu1ET!zM
z+0}|Y|CH=$?pY==^DON%zT(ueQW1K6_k;4a%`$mDG#VSP=y|K>oQ5C;jzW;)vs=Dr
z*|Y>$g$|zWt+047GXJ#?AxvAkU<0irjkt8B_=Q{3nYPn8Cz&?$0&z$Gj=s0N5wM3P
z9N<7d&+!jXU(^H641gcRtcT3(><FQZ2gs2U>_kA=0T8@J2se<WH=yz{NXG3D$$S9(
z+AmYI+SDaiw$k+IDqvF?d{{UH6~7I+f?fpa2!u{PebRUF0ro{MU12q0&cBCQroa4$
z<Of8^1M6Cowb%k{YOY~8!@BAli|&`9BXtJm1oVWN3h|rIOwGv&=p2KT<=;${>u62A
zNw*lCaa8trMPSmTNBrFIvZQUuoc#P2i3l+pC6?YLwln+Ta>GG@)A<Jh*Np-NCL6Ht
z%V~d)fNcvvx7s_ZAGC72a=y%<h=Gcn#)!B>=gB|)<hO^Jn;y+q=BO^cg$Em1(A&5z
zxNPx)U8C_K=qznYWU`?J1s5Tsfo#l0S!Gn8EszDY-tzxV1%CMjWU)`m?^0ACEQLdI
z^`yctU;rIq?SZ7t%!Xgf#x4~uL#^Tk0NLTkH_PrO`%W2w8613dnp#>5uy@nTHvl|)
z2*VAswa)?fX=4xrGcF_wyhztlTlC$O7y>X7PY(qkJ2sd`A`Q?u@I)gP<DFGVN^~O2
zcNC3V7IoH50{)7g{Y$h=WvKTq{Gj1t=*-makcMeK9Q){3Uqj}Jk6t*+Rq8LVp#DYt
zGPmcU{K=E88e)en`lnkYS6)S`<Sj0~{&_N&Z1*X=?;>qt)~n%yclJ73<@9$be2-28
z+Lylj(JOT%(z##6v66-TdXm@~TVmUq7_}z)USBl12-*iH$nf+;I3_eue=!WK+6b}}
zdcM|o;9v(ko|BUkNNB(&&ZrQ10tYL24JpcdAHH7B8MSd<8Mt5!0k+I<Sb<=q79kD+
z7qXk<1{fu}fom-3WCJ84WHUOD-CgbQQA4j~i2?%7xvk5E!;oE$pA!y+y2?AZ!1jhL
zels`EUOI)zF%oEjq+^Q59G<Vg>ij_Lzg5eRqf2Aq%z(HGHy5(g01T~}NGq`zdf?L>
zai^+T#W%Cd0>U$9)b#9E(#-0gaXS4G_;==d<c7y1%J{B&+G5bEREl{&F%de5;~sXJ
zJW4#O#EL$4szh<V9tZl2QpKxXip6E-*=v#iHtofg#ZH@UJX6&dP@J^KJMKrrWyi*I
z^Vvb4h5f(_4k5!uKJFJMgd>v{s(txBzOG||<#(jkNYIMxY?SJNy$SvZjO1h32t*R4
zEGm3yY|bwqww}O!4r!Vn4~=7G_kS%fcbz<aWln$Nh@1fszx>r0c3{$GPM3e39rM;c
zJWIIpdi>_)G)+3qAb6-^Ua!^&xByTa9-xe`sa4=?8Xq5zO$b_+=RElGiZpMlPpp$*
zDx%2YQQAA=P_~%Jj%iHL2m#~evZ<AcdJ`S|YhodzITj*%M1M@5GK+^`rQXTnq{Ke|
zw?}Z}lN?IF_@Tl_B92jer-3)}`tNw+sqNZpSc%iMPEumtV5oAu?5H1YJ1M!Zg)NhZ
zlDoSbIsd&Q8yjHPT9)YZ{;B{vc#6!(-kuUMwEdmOm#dxUKmY3<aB2Y7@nv`8*fujD
z1}!%dNQyKNxXhCFlWv8IFtA_*r9F*|mx?-DVW6>tEvT-gg$yv^Nb6gqWo2!dCjwSU
z%_5yP7p05;$VF<xf-il>KTjr`)Uavw&DpO#<|L0yKF6Y{;7FyrU6^O-utPIox?%5-
zZvH@!LAvH~-@vn6{ft*>L0TX2>+~Dgvz^7CCY931J@0^wxtY<M=^z?Kks#4X><~6m
z!pv)3@>f<L2gMCH4mvMxpNGnO(31H(_@DArJtDU=q0UiyjD^BcqGb}kHh-)xdtGS4
z(!L!p9IKOq{YNz4jOS_9@orpzZ=Y0V|3sOKB$@Vq=;^GR9oW{S=S@to(<#~vXFoLQ
zo!PhzFHr9EX6AN~H3tCGY|iO%E}Toa;*&6SY2UUnTWGaz>f`U?(jwSwJ7pI1+4>}o
zoyUUS<IhwH2hVu>T#`2aCHh_#fApvCP3Q_$9KC#;$5$RmXyc>M*ch}Th8_<^^kTS#
zNq9FM)7WUmD2$KSO3oBo+Nm5mv%kEzGJ2v=I^cL@5ytc?UrQu|fGc76{0zIAm08IM
z%p#X|T?$zILMk5Q=nKd@JJW;T>gHcqex>?}L#hH5BRsNla~?FCD)actuIJ%`rz{GW
z{;K!8<zA);>uz1|n%7%gSzX1im>O7rPkPFl+^t#DKXC!7W9(F#nwL3QqOI4C+bv9z
zC(Xi7Dn=#WNty;+*X`jiHA}zUF?0FZ-1gZuTABBh7%=ghC#$ty-#;f8q_!{=2w$r>
zu9>h18#U{E=D*_R^zu<#xqyDQv!`RGpKj}uxtEp?V+Xt*uuE<%Kc9aga=blLw)nLt
z_6k3t-letzJDkdKft%N_&M%3|!q5fwv-f*1ZHv9=!*=<1AYBH@Lr^FMr@D2e<DA)@
zE7N&!Di*D>S~WXpNnFGjo_`*Kb*hY4U2@B|N9iS+=x1)u04qjJti!;i@E@7R5@C0L
zKM|E%!)n$IkbF_C!Cf9`-q3;A@}Tv-GVv@wS*f(xbvBxxI;0sR*q1EBqpr5wH|&(D
zK&g%$0_tAy&W=rJXn3p5l^no(16z5w9>l<bfweccAB$YQN|4co9n!UEb1ZYUBs^(1
zxR)m=^<_J&KSqT(Z>OEQ`?3Io{N`{#{btm6!wecMMRt0#uKa|eDdIb~$o2(`&Csnh
z*9NVgMyn7v`u&A1mBetQ^S$KnQR#8jchnHHCd`DTD2B!F5^iG#UT?d+iYFLoKDUiV
zFe8*gd6(OJNVn_ikaQ26@9XQfL!E=K(>gu&bmo8O%5N^dYvZ!-{JE32;&Wd-n?^6_
zq~e0TYG%uz7;y;d9HlvZCDMR3iuvm*=ann_!AAP}sY{O`q4$LKn^BAFCB(Iesu;&^
zRJs0wTsX4GLTw&bE|i0M^hGO?u6LVgm&N@Nx{=2jcSxPjSmf!64W0%LGmHpDL=DTd
zij>h?YRJTJ>s`|H`zPY=-a7Jy^p2@qYdJY43`3O2dGRvE_v7wsh+9{xB>gcg+Yu2d
zwRbVH{itS5kf~b`s?1>!uO>{Zh=J`NFE4q3YNd#wVSht&hF%NzfPQ$pP7no+$M9_J
ziYv*Zkl<i)ChFj!0@a=)Uq4?8N+xU-efl5KJ5O@lo7KV~2Mjzn#cXmIMW<$Fb^^h+
z?uUn6B?Fq1=|XQrs#>eQ+_a8x`A3F#nlErorHCJ~R@$ZMC@?Tr{kV!%QK26pXr-)?
zmqK%`y<CKh)Q`uCS;WIDL?6CB?B3;t$+KnQC7|T-Lt^#mD7g+8M}{&b0pGaK%~~&A
zNKh_@E&<pT*e&ihl7hYit45Z6hrz`Pw4AOt=GGRXX%ZjbRw(tmEp<6y**xRRpD-}y
zfBC?5J{z>^x_7G2;^N>Nq6Q79znR~puNB$tmPtDyZ()?_Fq_2EtdQc^y%95YtwyE5
zxVjdr^-W(WeH3+7{Ry2+D7n7sOXLffoWoMO!5i6!79j=<<Za)Hdw?Qgh510u+TJwS
z%pj5v&OE^azs!n;(~rvYR#sLb*RRI{x0mLl<z-;Y!0O4{eV_8Sv_=VO#wc~4ZiotX
zJttpG?O(T>(Vjtm*SB3!trQh4pM#z%D~H}8J-aXJ$p!vOo^Iz8Y5(qlP!_Ccjg}`}
z&(M_JjI?iE4IY<^nTean3^-NK8(t-_yn#==RgtZ#_Yt2S4>m#b%~X@r%(xOYA69)7
zJPqj*AqJ2X%(v@oh9e5guJ+T^!k`;+Cob0sT4Ui2p*%yQnjYM`H)G>4QrS7kQoN`;
z13sv#KcD&+k{7!@^mX}P3QhML5E6Gt*t@*avZAY5PLcotQORkv4ewIu!18y>57)0I
zRGZ9I>~f!pkdO%53c8iqU9s6%>m+H27TNzHY?hXejXFO5!y$Z$2-#}{)RblwF9CgG
zgs=gGK-j4IsOg%}Y8jRWodhJfAn3FCt*U?haUDI(7FEP*l7U)~Z8$eSa5T}y7OJzS
zwsql+add{?_6mISU;t*G@-|j*tK|?hf~>}9nqR>qYQSuxP|WWZ;@<Sn1r%w7&8MO;
z+=`O}bY$Cq5>dnl!p-<^VE|KB@%V72sEXtZ0S(>-ymyVo$BQK<NFId6dmgK^t4r|D
z<&<b0K4r)r0)LB~me%t&S>$7Lc({Ws4QQ>0U#ozfaAJ=UQaF&H=0AjcBwv<dRZ+tk
z`4G7-G(_|+8x+CDBp?RRjx|v`@;VZREe88r45{+J^vSG^>H=j}k^Xr%cT7f8Sq14g
zm8fa>%HLfOQ(OvpW8dOk5W*U4_R2BB!3wV(S5c;D6l3W%yjf@PSbBhy6NQRb4)%zO
zs{L~)?F_r8z(ir@rcDZ_q~!g^<QNE6C@Z7Es0>K%FGS)vhV53?m$AQ2O~KZApHZG!
zV-az2ge$?nAf5aO_EyQ3h|E3|mAu|?#opy#rs|CwzyW{nVO)p&uE7jO52j_l$Cr&u
z&IZy(sCD7U1z0h+X&o#tVppVyN*nFEMNPkvuI#P5!`&rFUQu<c`xncx)uZ4leY2li
z8M4<NJ4Ar{nGKB%+g!@Z_?nL%%)sCYtZ37XJ-}X9fK8-ep_SiKN(9g<H1aS&9p0n1
zCCYfEL68Yz4M5?6ai{$#vC{H;uZ@VTED5x}Dr$nXF}dqkzK#rh%8Tbhu!-Qq(smG_
zt)Z#`=p@*%ob5t9^>twhSs4uk<3KO_n0;W;*EbdVfwL;6`P{pP&|E!bZiag&Sb3gg
zaF^1iU%P#BnrPDAEL2e$;z3nTtY;f7XGHf+JSMoMuOM-8Aj4~2PFCZJ-9cDw@Ccgl
z*n84aN)%2+L!t@nq!K@QY~?XQx&_91_$kX~PQ0p1i{SZa?eCAVd;bFOiv9Cv&vZ7P
zxk=9G&Zu4|y5-V!b8IEW^6}3KWlRYH2BTkHtR<P@{CA1cES`pP$s}>|_sbJ&!BFx6
z`4IJI3WBMDsv?)C+201B%(Js6-L|TbD4GjknuOMMknMIrM1fsPcga4`5aJ>zIS9ZY
zsz0z+AHh>l(t7XyeQ9w4!&$XWO>OO9az!m2+rv+JX;?QaegvwH+dh~P!Xk00h#<7R
za_ikXH^h>1^7E|?S{fiSNMGcWY8IMQ_jh7e|0`FpC5{>8#$`vAHtOzdiUPAr;NGbr
z3u`WY^q~i)Z1>7w#{HRGVK~yjhpDEm{f=Sy7C^5$JJGPd<ON`lbj>T4mY2gI$^d;m
zYzA5c%1+*OrgA78z@_|o6Lwz12dYz{a%aZI$I;x}Jo6j<g$r#^@=8>d=^M)l9mqh^
z5Ta=V>oe@|RNf#I`s)4ksS<qQX}Q$&^q7#g(xTNWz+0gL@jhtG4Xf?b^EADuzZ3-T
zC65C+b30z=s>)Ks_W)ub{ze$)cJC%EA;eGER`xS#r2=MfFggA_baM;tCi!ALKsFOX
zuzSQV<=Xm88Y}<>(;o-0pJ5R+Shhb~QDawF>q3M!)2jHj)2(8?I}N38*13Nk_}E>I
z0@IWmJ2MN*ifl~`tcW52E=rZ*pg}LPg#;=tsaLUka@DZGQ9l`$ODz2rG5#M!13*K-
z+R*qj3!Fk_6=elk(I98vx!awZ&r&-j-ihE9tA*JX(h_&DiE&c#R1n;fJ)j1xs05i8
z94<(11Uv+Lg}0;+#j1h32fc4Lq_h#{C6HjiRcxF<AucW+4gw+qJ^%wfSeGk;^67Hn
z`h_dyGuq78mkH8WcX`ML#EG)9zogvB9Yx^!ZbkzAiXXqaHRHq6T&txR1*sB%ih|R2
zLFS5jZUnc;^!q8u6Ei#ycQa~TRp;){K907qQKq8j?XcnWkl>UFr}Ac9)xpi;qG&#x
zzrQ;qy^Z|44oD7=c-8#!vPyBH5}dGb78P)<WoF5=ix2~4Ej}wN4z4i-@smI9(o8B1
zGACF;B-~brAr}MWg4J3z0IW#EX$(;i$)kA;JA%`J>~_BA3Y?CLRXQ{9A{xHqDsD~y
zW-M`s^DplD@wANTD8>#ENH(^E+Me%e6U8XPDD<OVWcETe3_VDmdk`K-;8NOlYMGvj
zf{7y%0)mxZ)k}~9lXYy|RqgRkgrzA!r5l=lI|ciyVAszL$l~XF3caMc02(}Gp`aYd
z&dWmsionbuxuS|(5su*hdnGrthNkmZ$Ea)L<0-)RZg+oGpdSYC&%TAL?==q2r6j6y
z+JMO+wZ5GOR-7azCPqdZ`U@LaFM67*qu{-Q&j=sMSPt0(qQY+V8svZI84P{%V_$wV
zbkyxbkf-2Vgf~fmf0Kur5HSUej^4I2xr}TXht-f=+}v#d-d>MuNp%l^;MM;y$vI&4
zh5AoTQ&ZX4ICDJQs9YcheuM6wo{F#;2o?|kRk>yDduU<Q-0H^y*w6&Sy3dsAn^P^X
zQ(vmzQL`P;-`Lzlc6U@+hV(CZzGg%ryt1aIS9ciUk^0<z^Z%;tO}u(s->~nHBvWWW
ziOkYq*b-$b37LyTLgpw9q`?%?RutJunzj-uB59T;6;c^O=_?J06oq8=elGj>tmpj)
zp1mw<uf6L#-1l{#!*L$xaj={LJKOxkoV%~`yG;x0k~ccF)@Kw3kg2ba9-nCvoF)z>
zvqz%G{Jo9Qj}w4X{%8`j$cGzA%YBmpXV}}GLuqt5t9V1+ix)#m!t}j`L=^@D0Ne$T
zRx&U6c8i~!N@XE$cwuOORN}!}r?k+gUxyWsl{#%W$4COodORSYR_WPnsR^wT6l5J<
z-&3D&$E5^v(|9SxbHM8Ey|=BQ1AG|ov4jgUX=|A;F*Vi>ib4#@c8)W;BkaQZk!&Xx
zueGxG)a5Lp+5qE+a{Sx(@AvQBqt+6O>}V(rLS&E^1tRg2KR0>10oe>YIW|S<M;IQm
z&m~q_Sa~qrv(4#c4uaQ0H*)ac1GW`8uV0Ty>Nmw>Z0BP4bab>elG(VZuQ=!8=&USR
zDoOn;fyX>e_RJtXFh`z8C{X5OZ{+6XoiW#l`8$MZ4r)DPCQb4|h_0lmU840)mRF!4
z<0zR`Tj;#Bz9*i5=)VpeJh;QK6Sviu1N^a=$mDm&-JTa?Vmw*NgyV~j5=RI1Z`p0z
z-Yfd{RBr!-t%Ml!IpcfVGbnS<+;clPt7!e!tzG#H=8Hcz4b=~SotD<cew01#5kS(R
zOWs$0FWa27Tx0**1)u(PERS6{f=z#ab`&(!_aoLz0btg9!s^eBP3TvQDk-UrjXsIK
zi>vFGjw*@yHps2++BYgbHFtBpbC;UAo)6z_7kY1d_Dp$n%nVs~vciQSR#MwN){{cG
zlNzP)5Y2)YJORGLio?Nn?a0)Z!7ETIM=vWqBV%F`i}Ta8j3YJ_tb-YdhE&r2I+_M{
z!D2g>Kw}LK4o3KJ)#I;9)#<}-U2`bttEw(d;1Qb>r$=O8ZR|KNE-m>ySNX6?Q{v<S
z10sel=whky?p0b^bSk7s2-D7Lr_YYmb5V~zZa#>I5D6Bo`$n2dgE`>%WtcZspjU#Q
zn>;IPCx2vwYj1T~s^P%pVjsgVc<(h5pAerKJ6hpXQ{YJaJU6U=pfDlcjvW^C&}}#V
z?VF>O-|bYlc`n<xQ}&!o#R)CXHfeE){4{;vG0=(_M)@uJ{MYI}GDzX{QBhg(;MCcq
zL0er;j)IaPj6j6bz<KqugXj$!(~>2PzA${_`Uj_0SFtdJ7XPIoo5rMGN<|9uOiavS
zGZmr?cM=Q|z;r|A$bM!8O$c5<yRw}ZLVsCZS9gGiPUCZ<tDBpUG-d(RH{D^`7K)IV
z_8Su`#Crc^)y{YA3piwDB@Ug{%}XmA!)6<7z9Yo319fdobL{f%(0;pcY2}Yy2`^E0
zMsn#wSVqTAoy__N^ixonQS7m{kBl%cU?1b@P32SF7R;PEGcq=|At1bNIRgh@MLk1V
zoHD1&p3(ieOPk<JRCx8{$gPsQce}#xAKx?L)G5JiNm|$I&w%9-%kS9YnyHxP^WLn)
z<IPqpiHq!e+I)lpTD@hud$G@inUt?IIz)C|!ZM=x%;Ixl99#y_zV=VItSoQToLSA8
z8l$WG>h-GGy;<OftQMO&%EZKk(EIARW$?9t*@O_)6ULH`DT*n?W}<@jD9hC&?<u6v
zTE<!)VPv{??OL!Jbd1s877lmMJbKGYBSeB@;&kj?u1B=w>PDD$mXw#DirRDR@raXY
z!c;<2^GHKQw|NO?!UAX4T`$Iofe59Xl27{7-Bxvk5_NtP+(P|xa?VG2n60$WD`{L)
zKKtO)S>6WQV!eolEApb3N_rlicDqYuuI3O2+oXOQOG1T7OVY)hG;GXJlv^C8VUM%@
zj*sk%pe>}%1q__?a?|z_MM5tqul*7ksnmqjcK;5t=b(tz?Huf(q@xkQ#Gd1|AWJ`Z
z@Zg?Aa(8pe4_`shq6lQ6E;2d!q;j(9Xp3r=c>nBfpF4-AO~KH&o9*n3iKj_3x~xuK
zXz<rx|C|o8ZR@pp-TJGVrp6L3r_i)$cv!9D?Q!Xq0pInm+hV*6rXl#1G@}PMjg6_H
zM!iq<H=HDHnc8TT#WK^DnAhVb>BEx_U3=ijk%xJ2YLA25&Lc;U=2TXypxCW#$(DCM
zTh@Hy3l&4W7HTP+4-1UBzbSik*LvkHSYOyH2S`h-Btk^&on&Ik!-_wElW=X|t*J{1
z>1K-k&_@uuCMav!J_`v$Z~&JO!g>diY?*J7MQ<JhVKl<ZJVT+e&D+(*ZpeTE3!)Xn
z!ww(r42ouJGmc~-=A)w?zDsg!8k)ZL+>q*50%7jKsEO<6WIG(-LnF|~R%vi?`?nO0
zpITcNJ-f#H)HF3^HdZ(lt$){d1->=Hkk`4s1Q+Itp&`lo<B)D<f`mNmpvjZN8fLst
zBdUO-m`zQ5gP0l`OG!r-dMq8L<<Yx$@6esD3Ck}bK~^_8C7P3kJ_LHwIWhg8*3;y+
zXWzQ)dOsBSZas)(NXNz>N52zov0_M<q5i1M*)VT{`&57>4x42cF6M`+dkK$60xAc5
zhu5IZ^FM`WoP-UFh?-yGus2=M@ElF`wp+J<@x{6Q>g}k)#UZoE?v|RC+HM*HLNplk
zlBR!`6o=>QO_?%3Kb(6{{aAnWLg{c?BGPGSkh4@!iO(k}mAL$%r6vppZH;W7^`v)0
zIdtu&O=wNOyS_RxTFZgG7^2&<6#M??T}sZgN(Pt&88gbJl;v|O`=UE%cT_E94_o;B
zUiP-?YOiC@?ge`^bp{``#qlhc`s6XSAU_`ys5S2Hr%%t5Lb59t<=_DKsoH`0X9ZVi
z>$7x4%6opxd2XP!DGga9cJJ_mGhCX|H)-|N`jgr0?F*P+T~J)uA<=ps#&4~LE!o-A
zY&-0xXp0F=2|Rf+5@`)Hm7@HnKQRk(S!i4EKSeLijSjjvMkVFA6M?a2NpI6lX&bCu
zb33{$ft*C1Urlr+!sT)!Vp^-V4~48mBEa}dfqhgquak>hE><t6h!)d7o3(3WcKk}=
zq(~p1HKW+K{p&+RHdo*dEClRz?28~^uPyZJ4{PCNS@))enEH&CRYxbzys=$k$H%0f
zqVT=RR-DA1y?WJtYJTC=<=WsugRWo+MXv(AK@ydj%Ak{0kT-A76)>DL=T79?<EaX%
zJS?bwHbiZwoX5e8`<m2Qip#`FGgle+P}Y;}<9+Kbw?4gg*i2tshHg@HLHGdVru9F4
z#t^U|GkX$c7etY=%n9E&o#uH0y_@)QjKxzoEEq-WBW$z4Auv!FGjZaZf0EKVP;B#X
z3yEQlzsoyG+QpMgtz;#n4xY>l-h(|W9G=}}Fr#!r26;r*yvj=2STYQh--K)mKR^5D
zw$x=ykEY(&+Zokg<A|@Xa3Xrt^#&{bRMCrzR$m*8`WIRZNPQ|+x@<7L1b*>nWdV1N
z7_;*Wmn<><Y4sqOzJf=)mP%-#*Xp)+&rCl&R>}=-zcHe*$;V-cx-=12bk~z2;yI@%
z3Yc$vc)z*Vv#-~?EgM>!O!rHt8mhn3&rJXG!kV%&h4U_rRMyA>^<Y`=&)s<|dg}!f
zSN)BSFwbY?xpNyTlr^kA`6%FYhVw%F^$&AstXUmU;EI&ZF$(p(ze((fP5JtwH)S%Q
zT^DSLa0mA{Q+saN{>kIVGEw(uk=~_fhk209d(X!1=iK@8J^S~cmmgldA*xsV9c>?V
zR|ozb@>6p3?Y*<p2L5Zky8nOy{#8}hu^Xo#t!c7t+hx<mwdjDSHcG3<hYYMdu}U;!
z#8FiB|Gj=)m8-7(=7ihC#*N8%J_*4R-UOe&1dQnBFV42maNsBYBbunSE>tSIDx9D2
zj9pSm#U;!MUXAqg_cziAbW&@dRQkOV3H9?XOLJr8CrG7!xHGDSQLdA{w~Nmn3PlR-
zqy+u!t<E(<YdJZ2apGnZs<)|A2XL}YZGDXsGqPAR)kU=&WB7hN)kp{zm<-tMRZuW<
z?%cVl=C2!zWdJ^ewm({m(+3^@mw7)TkuMF(Qmj19;vR{IjKno}N9fW1-z#*B6Lq1r
zP&?T6&iAZ1cGgO}-ay(Nj~e>Lj3zggD?T@y(%;7C;gd3k`AtlJk{p1p-J}$xPPcFW
ztM!*RDpSG<`?EoPE$T3=1OJ<l;JBzFGQQu6!N+F_Qxp8@dx<-T3kr+IaJY=nC0)H~
z)8BX8VrZ$#%llA|I(&M)NGShP2ne+o$X*Q2kx|uK<sB9+7m9lh0fZ*XaD4wNKVFIT
zNOomoT;c~X4-yozmg#h~>()twC5Bc`!dWUl<K3i^ri;>TfzLjQ4wffcNb*P!1PQI^
zd3Xjq-fTMYr28tYOX|6O7{cpKj5xK0h}Vh!n){f;Og^SO)O6XhK0?q_5Jt!<%9B-`
zyxq2fhrp8N9{7!`pw&eh`wS8pbe+OAhwg<gNT@*{o^kbJ+(zI0{d8Uwu7LLZP0i0<
z^#}zy7XO$cl)db)-q_y4+S-qGS>z@)zwEL+nIAlEqtI}r1yjDb{qy7(O-)BZ9Bp-*
zhKi3z8(dIOz}Ro%wzTndTL}34V0HZ!NRs9FT9|y>useKZE|D4tHb&ATL!SRoaBZ89
zXapt*mngKehMV`hs6B&SGg?SN%s{}zO1{>i(;EE&ht`NUXX)<j`SW<1PV^#%%ZZHD
zrz@h|NZ~er_#m!3&5d+>&%7cWFlF*aj}9p&Gx*_rdtk;O$Lqssb>;uGaNBG{Uf86C
zX7@Ct2kXI^n-`*+w(cj3z*u>(2pna**U70D2$gN0?Krgo&4o@a{mrfp9&BA64f^u(
zO6*NLwm?%`3RDoH)ys71)}@Q{Uuw}wZ-%ouB1v<eHD^ww(xl^aqD4YI9TJk@TtB}d
zq(|OpeBEw}NVjt3QDkWgop+k7Ss@!^-q768h?u+gGQ?X8vowoJ^e^|8I|z{j8_I~`
zUQ896yc%t+=2X+X)7l~(_Im7sM6@hKfG@aP{)Qw$XPY!`BsUk(0#Rcp`?vUh+7Aej
zUV1-RMM}63ddc$~I@+2b`VO$iV;uT4*c9Bn&!IEA(UtQllGsju=o1&@LoGpXNd<#u
zPtMiG*q+J0Y**2Z(5?9p4?s}VCr|DVl<lYR1&vDKD}@T5Sd*q@^~nv6Uw39)DncVj
zl|=pf@4l!1y!}W^Ib9_4s~ryH?BkIBK{}yYx2KXTIkAK8#7}MV9p8{d9tT0h`P<05
zyQ94j;2@-eNQ73l-;mkIV*5Mg!!v|E9yT6D-!xHe7GI5yPN00w&L3kHlauaPd9n{?
zL=h$@CubGVxAU&5jIr1a0l=8s?fm2F9NJL5#A8;#7No9Z4jR@3Ov;bG8hf+bmmiX&
zTac1QFgd1Vny;_#0p>APGIy-4p541weO1jDWh+ECfN@~YM&3|wxv1*lZ2$fFy(PIa
zcjb=UUY85?E9Pm^GEF3To$ua?B5zOvNh5!wm$JSzz^dE*gG+|n<LfaUG4x53Cg~;R
zjqci7<qxDPv{zV^-tcff0&(UVfkn9|XyAn32ls*&otdFg@s?MP-Ep9#Di9={{+U`U
z9TQ&MsS0Exk8-WfV6CGzH&(V=x0eP#wovk6|JnE~Bgjm@#OBfA5b)L;%?EX=FQrt~
zN|thBcx<tonV7PEI7{tduc8Ut+CK4cPkLtU&I?K=uQeN?fZSC^l&;TX*+Jni*S@bP
zN0*GTppkZvS;XtfJGDML44LQIZo_wX7Z(>BEDXvFR19SiHi=R22?`8EvS!ij<&H9O
z^CeQ%e){jSk@lbX`<{TUc>%2}c#DdFNC(^+S4BO*%wbWt1={}@3_3nb=-!@O??~Ai
ztE_BbnrB@;g|eOZ*0(j<yx>#v!$*%^1~?2ET{&T#=mRZVzI@SR*dJK?1@k(gm}>tl
zaGiGCVo5w+H>`1+TUa>Tj{+MIac710Pz?Cijdh%q`OOAXTN@{*fH|%o7F!<wJmdsj
zDMAlxY;5*_Y;D$rjOc%2_yT@dORpj%Ih&%Cw&u~$npsfy&~a^ue996QeQimRH|My@
zt-im+tv)RDspBx-{CZ}lBObFgs0@Wx%At0!aKzcukva-;Sjis3j;djI*LuHmHDe9Z
zfFnuvjMs$B8RS=>+?uVE4NQ&j0-;XM$;lCJ+vXZ8oA+FkE(xreC53y7G0FPTkbb~z
zwCO{Kd_~ZOD+{C+<h-K9W{HoAl=v*J-<wh<PCb!u{`JGEWovD0=;d0&Ph@X(9cy49
zx&O7YLNm!viz`!^Y-dC|14DRr)#&$fAu0i@66%uBmtLPK)33b{-$<-z3~)F*Gb-oS
zEm_eeKIKTF#If_~vMAFQ<iBfyx2+T{16-C~N>x-+LXN49nR<<6>DH|mqe=&8vAOp6
z@+yC%rGthnLGqRkLqGGKeOkw-v>hWfHE#lK3OV2dIn`x5TCCJ)SlCQAnff4FVWjg&
z2eduGNN?S~?ReX5Ayt`>E%^ILe<C?ILnHAG1XDE8_v^n)J-{_s_sAz?;fR}dDbHpO
z{cGg$S@Qk+9|cn{u`3>mY$Gl>Wlil9ODF2+^gwcYev!m#bA3;cOVliS^FM{#4_k*;
zOM_A#Q`}SS14!i1P@Q~q(yxo>!?&$^h-i?Ks{<l`Q)bgfHq1NIsZ%HQ<FhVY>-3{=
z>MzgGP}SHZkCN4oe1O?ci_Nr&0}gb!n;b)}5!o;XY6dZs5}7?6v&1dK;Ue(((Hj>q
zhVfA=veZffKcL&bLT$^UHiTcFwpzWL8xm{CHNv5StSRdC$P$$j1u>b6jn%;TZ?WBu
z^@Y~$6YQU*`-V?+TAxC~KvXNL*RX5eLo8I{mP>@uCX#GI8Y{GtLh=BERN_*7@+$!o
zkZ^%m%#yZ{)nur%vB6#bxpAzvyRn9X9L|#}1Vf0)0H*bsdc(&}oOqZ~rs(OeT)DS7
zBxannpZtD`2$%yrUh%H;iq>r3uHc>-o^CRZu+QBBhbXa2N=XsE#b54N+{jJS+L#!d
ze{@YB0~B|^<PG>WE#De^K<FHd4Zcv0kWjcEK9E6=JfhE^7m^F<>F&2xdIrrq#;yYw
z2$O*Wa2cz7oqN$O;cAsfvQ@1*9T5>>W_Qv2Px`#SiBX*C4yl;_8Bb20K0T*3)L(u-
zQYxbLzVmTUE9RNPv+J9A$BkEF{~(Nvj3VRX{hU{jKV-XiKUXEuV+ckXfD*X<@Xr6B
zrmn<@bLY+(|5m&7?w50BDy<<{L+~B1tqTsUw-lZPJOPgBDarCM6KZPKaJvT~n`Eo!
zpiS%^=!JiSU+lA%7DpOC4VR-c2Ma6RT|eKhs+TA!Uvziu0;^LT;bITd*|Yy7(qd<V
zEqefBgtH{W1r-AB;Qi;%vo7ojxyD{dW-5`AZ4bdnHYOK7k8tYA7={SS);A(nz1hVK
zb=}e>!Q2ypbH6mlc-y-MDa%5WpOoXBgG`@BRV`wU2T(#-^3eY6uBDk!N02SwAtdrK
z4sc$<!z#MKx228wkK$G54L)(3OY2K_XF6Zo;iW+`+8}uCiDr|&<O{aC7j~YqoCne*
zqM5imOg2S7EY9ksjmt0oPrF{7T*N4{?C}I;j|5lFcB@Ux?c1{{S8Z>PgD^Z6%7W*T
zC6&6${_-gpEKwEK2~Xtu<UWUx{~n8=V9b*U<C!xJwS%0OT4nZOAb`QT9|9j8b%sgS
z+#8WM8mkZ!P!vXF_xQ4$TL7`<LEaVJ+-+=f$F!SFfh7E7i7YFf_H?weu4cywt1VH7
zQmzJF?745SbA@7lErE}@5H7SelE)Q^8y!D4T1wbV53Q_~^QWzX!*s)w1-&+NU7dr5
z?ZCzwHg3z_`rgFi&~VR+svvSc=tJ4{UhQ_uC#MkzD6YhlC29fqB83C?3jO_t+0)<c
z%WO`e9mPy@CWhgnK^0my#^WTuokLfaU%!5xvtKuMferHr)XIpB%r4H_u83YN@ECM`
z%^QCT3-qv^RfoAP8lO}5sjCG{wHq5Od@@OwwP@MZN~*}9qWF%BPxrYKSY`#h?7&x|
z19P5|_r^xv5F5t*g0+IEIRXfmyzJD$JTwCTrxQalSzB96kvPXL@7gj=A)DO{LA<9;
z!YQ9(nhwCZHLF)+?ybNV1e$i~GJS<CG6W!TVo(HX4$+p9URcCwYq)^J&<Y`!gtfX%
zL-N$0pUlLxNX%nB$N?1Q#NKN~cQiviJ#J(Kd75kFcj#fT4?6mBpHzlt>O@jX`m*PZ
z948vXnYa`3jI4ATS~R*V38=@(^=xCy@b|)n)yY(F@s?*6vc0IM`-2vS*%YN4+OX}J
z>co9MvPK&-V!R-zub4B@PTxGKwL%_j=W}W4yPVzVkm|WK_CX{Gc+hIt*6gi%2wg0E
zKcMs7$INRc*|u)~{XOfqFT%x3w6^Z+bXY}7u(fB+nuQ_bVC=3KQBUC;vV6X{?Oz&B
z;Rr8aT9m$G?ex3mWdqL=)p{Mixqfp+Q4Vkh^|wGPn1`Ze#pUcyBj+u3$jd9Wv8!#2
zydj1TV)#WvK$9nk;LKi-zb}jGGRhdYc8x%Y*wZuu)6L5pYi=<wZ+LsfWEO4G1=pv1
zRk57$3-+j!z3&!-ITCcD#8QF*?ryF~o=!|rrkSF2p4H{tVN94o%VCK7G8PW<8lI7n
z0fg@(;tySL#GY>>Da0?FJ*M9UO?!^`e{#TU7=TAbMd4(DHSmG|guH;Ssh6JJc{?Vg
zSj094fIv)Czo6+L_PB*vJjySCEYJnO9Fq#6^G>!i`8KubNyK_fK~PXv&l$Q%XecvV
z)>vyNRSj3y#MM>r#;0hVMG1vN)tp~#IDh_pCjq&L!HZu7+gq6TPG7X>xT$U{BLkr4
zhML<SPna}XoI)*-qRYXuTR`GKFE|nUUKkfs&<qA%1L+qHHsWIe9k-=zw5Nl_1Vq?H
zFg_J3T$Dtvr{h04gnHsTXl&e3#OMzn80@?X%ek*48YBjPLMQm!7E!DtHbg8NJZaKt
zXAkZ)*n?|B%y|b&H)nhQEe7)?`zqpxau|h1cT9QQ<;&inQZxsO9?o1YQK<+R;^1(d
zK*b8=nJIE!)YoUM+cd<2=8_}eeT5i0cfkV2aCwjws;a8~>zz;UJTWKwWA5xOhgFKM
ziXm6OqaW=*zh_=aGGYL%H{+4^l{hVl>qx3wt~&~&EYV5aY-;5^AKE5?hk6y21n5ti
zB$7*RuAyzW08vszUAk0kcjD;D{U$z@Y0mXm))y(!51Nhq{8#W?@u-ln(cIBX**S%$
ziit}O%@`f}t(Z%o#ciKHp)u5%BVLv}GM)u&M2HOI9$62Z>*6>F?In5s>|4`kbk`1W
zKe1Fcl$BNYBW5^;jtU^YaFuAEn@6bYN02%~r|j+rP*1|^629Ysf*x|MKx%ZscZQC)
z<ER7U<_Ub|NYWZhC2B9%FE!p4b{UsGw#;(uuuu5<fh>J_ba{_)zBN582_}KG736h@
zejND*Uu<=9pjq@*F^yRpa_UsJfJ+n=4<0#kWXXwBHFIUv1r`xf++CejCGb_=PJf`1
zZ_el=gWYVjZp@Ur_vDE;u$j2|>gqKCk;X>V%TDh2X8_FRv=^aC>FH1JKMa%sL@5yQ
zjS8sbbC0L4jpyHVn);=k5ZGk3Wl@4MV-X~{cMtIk1E>+UgLi|+g?=)#vh{Rf%Inhf
z^dJQ)G_llmYGH9}`V`c-F*F@aEyF>Ul42B&9YG#(g@dtWarv^7#snrru$Y!3hJUk2
zu5(cD%%;E4ty(=g^&<3@U8-}U1C}4|sV*&)2X1@}d+&PWN;@@8d%B1`*ibDQ&wu*)
zOg^;c7@#kQT@Va(OH;C#T=8ropsCktlqD${3{X{`<~*Dt7vK8n(QU&^8?v|RMqRzy
z3&5Lp!0N#)MeUC9(4=@8MQ&KSZmROh^{@=~fi2q_njxt{Bjw-O<Y~(?Zdk;R7sJ2c
z`PvO}<$P;!dD?F=snYmdVlqO3vg`T%gL!=~UW-0C`K=b29?8g?uU}s<dz_!>9vmKC
zfKD)AR?y^%kS?Afp`kzxgK-YK8o9Y{)EO*qS!CMcH&-?X>yehQ_q#SO32fGs@mETL
z^&+qcaV^G&K+B|E(5}46NE@DxH=mEf=hEwh&_^tl6tAl*I4Y)JF#V>E_c$79t|6Ey
z6heb^bha5+9Us@RWcBDjPP+>h?5tQlAIt>(NZ(;)4moEqsKr+lsP!M8$){bfQI(A=
zH8_Bsqo%D)@Hif6F@Z8NI#49D0o@BBnTmeGso-GC$7>z#OHbqr>$@~gW8sd1#!A;R
z)O!lS211u$6(JEwsr2rjkD420LxDDzEKwxzkN1DGOI96aSV6N4Y@D@Pw{j<2Y_7G3
zhl>$)`PsvTzLm^u@TZ?peSYfCk>f+?7jSZ4`Jl{pV{a-9nq$BxEz5Ojjqe8Z>GOKi
z7c2bA!M>|}KROH>HjLRtdkC>8Zk<;i0=-yPopIX%_^3;lo-CSlkI|uxt*wvk)WR%0
z`iM`dzkhv?sSxk0f)zmh)WTK2zgciJ%@PWk`~phTEGv4;SmYk+rXoi39Ao3X)tir8
z>gk&=2LDdZ&L|`lcsQ#0@GZH)gtg<RPW?^Fa(<<*X;BR}Gn$SDlrCuf#eQ97m`Ds_
zk7~JA6o`&kMicMaR{rhwcy)W4s=Um$D&GOWn!U@m(ya&>gwOA6=^C)6584biu%#E}
z&i7CYK`j_H(EirKcjJA&n=I2s(NZqIG;`6Sp3oQd+I&uGI6!Db62)ZCo*PBq9D4nM
zDbuXx?@0fGI}a7de)QlMCC(1vt)-f8_Fho^`aVhI!oM5FO_@^lvId9wBaD|xEvv4|
zlrA|iv)<j2e)+=1i(Waa|J@K#n0B}IF>JUiYYV%_)=%_ROr`Ar28RhyxX9zRT;t%w
zn+^>g->+Nvo^P8CKHeRtwsO^*w9-ZcPJ-I*Pm6xE?fpGr{QGQc51!!{51P*cD+vuT
zlwUiVN=w%4Pk!e6@xzB)fcmeAsY`B=Kz3}iQ`a6Y8g~jj;cdrgyS24qOrNfLsC_(g
z7$WuKLr@ksTj_ISg;DXjQO)I_S9F1?d;IiipXWbbO%MtM7b=?Iw$aHj>$2+iJe((!
zoGM!H*I!?E&vg-Lgkvmr^%g8Z6?A9ZqH&{g6i=k4!AJcUr)H>RxRCA$z7SSwcqyH3
z4YFvATSPmHX|mJtmPaZxNohrPW8bwDGxNg@W<QD_wag6s+T{k8?S(>7<I<+%^0lv*
zq>##j_B1ciP~;Ih78cgcH^0^;cSGTZ#4`jb>TlX2K118zBRhl-5nk<Feo=n{`$OA%
zW`9Ux<!L%+POj)q+c(Z3pWH`Twsn7y{C=I?Z%qI8^^MXUlOK3-qT^sMVZ62?d20@u
z=_bYTSYNTn$BV?=4bD&?JaSj1rM5o5@vO<qPT1wqOyWv5gLqFZV9|O}Z-Knf)TfJ}
z_+~09M<$~*acsS+?ZZhX)X`cW<0^}`CVnIBBATdWCU35{Re7Yozw!NERn@!45pEk3
zHk3#jX;26=)!CjM%zIA;Z5L0GMA9{B`MlzHh7=b1H>~ZCPtc;w0Tpt1w8SC@U$ph>
z*JEMw(zKJ+KK29wm%w@Dh-VZE%okFV*p9E=khC0t8KQI3gG4JZY|3v&^NSVx&{c2S
z`@PcjbH&CdURT;}S;!Cp4ndE}pX7xlW9+t1Ky`FNNP<6I|FRvtPf>L8K#E``25OJ5
z3eFSdw8+@<hN8yeQT`AdsBp!j6wi*%1%-t|Ta`-bvRn^$fPZ9)nZ(K=hcGd0n8U=z
zj&);$y9(UI_IvQgaB8~3$!!uN&W5G)n%VlFUj)=g><zcQ)Ja_$q|EQYy3_UB82f_*
znJ-;x18-2fN04?$Y<Rf^V2})2giO4iUb$AUzS{Y=a;6R2CkdDw3M%gt6B84sk+$(n
zTk@!3?v*5w>0}7b`-Sj%z^kG|5;(WLz4rKw_zlJ2Ng-ArGT-m+!2vVZw^8}CF)ZFx
z93h*JfSH_mj>rt!VsU6L7Fv>oftCK{oRW40+tJ+oA5)nEZJC|Q6AWd!8u!666B5SE
zm@z|7TXkt~amH|i-LT<R$A~c&vZ0_~w@(a@nfEw3@o~VcS69#F7l&K%+6TmCh_(Cf
z?O$-_gUy4Vk8H<_h8eI81Br|2we!KHe*N0Rd!uKs4y@1M$X<DpvxV5w0z)z(B4U+5
z|9I@!F)2D_3mv=LqC7^Um6D9vf@SlRzdDwz8!ONQ(hHCB%ey6p*Kzc9ZO-ZRWNxq9
zR*%Vs(>P*+`y+UfB)WfXGsxMrffN!iw)VE1(?4YXc_Z?g=$S)8GBi9&dK!vQ4|dqK
zM-NdL<2Zvjg#DQH<zY9W6v0jHDw;lxKyY<q@CXID{Md}tb{l?wW)v;F_qZQm3_5Om
z`?W8;stI!Wa@L5bzA|Byg5;m(kmo;Sgd*7ZjCZ-Gl_yBKzDuhY&H?S<h?$SeYTW%2
z{w@ICn@<a$I>}wrQtASkcg*C;M@6qVIr|>V4s^{7ujxC*P{{C%_>+~DWm@8ArDab6
zOB>ave}6$W7s9Ss$iRe2DRsZD@L6*Pj}Wh8obsb~arLV`H+D9b<2LZ(TA_7Ud=3u~
z16WeYuq~M#)>+5?lvbZADlwYm81LbhCxzDo?O539)mH;b27Ad1@R805%jjc8FXvmH
z7{!(=mqolalhYx+4ja8TG%|{D(_p_)zWvdeb@G3a)WH!8o!h)7S__qo*x3DIY`m@N
z`im!lqdebo!dI+Np*A)CnOg%oks~Txm@qsivB}RmT1%!xLE#S3wadlP@NdCBNwV|5
z&0JJJI=c*HlnMtsMsMoCl+7_Ox&r@GO{l8eAgj~!aaRy_mJXg<5M1u4W$z^qn~Rwz
zM4wWRJ#++4X}gvj3ehRx(=+Po$<AtIy9*^sdf$V;k<l*feB5`yfI@K#YkhSV+l_l|
z-(0KfE%MQy7R-CNXK7-L_%4z6l}p|!P8>h}AjBH6iv_!4d!^>hmt&tK@)F)NquNPP
zT>syu(Mv#*(xt(*8<fW;Eyp+IKTd2nTy&_zy}f5X92ebD{bq}GmU->1#SSO4K@h}5
zLd;jLo~d_YF%IRhYA#sIsV)y*X8Tqmw4)-2n;i%o?#G_#KLHtOhqd(&1jG%yH8ZLw
z(2<O~w40k-+}H#52_S*v#yNYgmN%3~^eWZO!y^w`KH4#8Hu+Y~IH|$KqH9Ehpm1K?
zqe+i9C|^x8Y<&Ozy`!?ab3(;d=%IyNHBJf_Se&Mq?7l~53O5!W9jr+mo~A1mP5u3K
zfxs|L%*;-hs1Cm<Z7nIuQwuj>_g>ubXM3>pMX-$VXvxr_&JNF>J-=~AEVJq8l*Xv|
zWUN&-$hh}k7YZkYuAFX<VX3_S_jwwDY{yOiKP@0bBDUEnv<&$#^6iD-K#0-xxx*e_
zzig+g;$?WIZp_agKj<xAH;<TXd8@>`;NWAYjwLn;f>nXejr#$a>W>aD$TTbb)eO^@
zxjL@cCuB`T6LB<gV`=(XU9<-}5(MZ|>LaIIzgF-VEQ~=ImVJe{jwPvnmU8eMQDI#A
zYjQ}jjG-*u+YkM5<LYFc$9C=DIZeuQnuF)GlAl?#hAjVhxs`&52Rz2>R*;4R6eK1+
zuvB42M61bcuvB_t?V*LTdJAOx-NjiJQq~eBFZul}8>_LQD9nd0WG!kOd6U2nL#A+O
zZz-!W{&w_Y>}UyRYF)dh*J90XZLVuryzdbhmLQk1)pEhwTx+Q)t3g|ce|S5a{)#W1
z+@{)HRc{|(5tjC`^xZpeCe9BIlg=CM+LZJ}OsNHSshtpkwgWq)RPZ^rN!qScExPq%
z<Za~WI0m>2=g@l(ALcD6epMs=ef#_1;J(0x^s$~#^IyFj=H4MO_i=f-EPQV)3DRej
zgTgkSi1;DBE$gSQ&Q|B@{H8(Z35$_ruK32(p$k)V<YiUo&5!#te7+u$;l4k4nWk{X
z13VFMt=akcEo(Qqh6)x3kRGonrWgQNU%q`?ysGe}bUY!0sWA&zA*M1(^U-~Hykc8E
z0Q_O<;)c)9`cBbw>l^O&s_&0C3-;n9e982i!f8lDlXl24^6?uYZPBIjYkA&GLM~-o
zeQB+By8$P!8;Dd$SAv8F7x_i6Mfwp34gZ18NUdJTrX*&w({|7Ek{7ZRpeTCVUmq(B
z^th<NicyE6tEsO}ZxQe@N@GPZ5CMb;t^{Uzgy%U$DLs?Z1TxN`VXAM2^!3!0sw7MT
zp@0CPDB8+8jk&9siiHw08D{F)>(6A1T8xrpI$G_IW_O4qSSqoHb+h28N(*3nEt9~V
zxBD^0=MEvskg)r^OT)?@3|wu*0va&As`15l*QTfS<M%c|LE`}J7)7CujFk9|gk@Kt
zEd&ML44v$uL?U&VZ4&*c{rf^~%!d8&TklPR9YNGwdG!$MA;b#7n99ibzJHwF&gpRD
z=x_yL0*HiBi6`i<g^q9GJTeBM!-R4hI8S_}6h+<D$wT`WU4_J9h?=%(FDTxM|3{9X
z`e0M9=J3j1f1X4t3^i~f%SFByqsO)#DW<rjSR<cYuIpN|65mw8ccP5I#);YLtNYL9
zDRp?CR&0aVK94F^*<d1r$Blc~6r#5iZFk0D7=`e*PPb=lqv+fcpC$tm@&!@WH;*Is
zTIBgw_8RC_4R^<o6op+)%-v2aM!4M!UuP4MG1KFpg2jT<K(zq?d;Hk3eSj|hwpAGl
zkJD2VG<_*2;Nh@n(upe0ey{ZmS@EOp?(VO`64GoU+a}y-=|)7a!NtUW@0e;^V$L9<
zw6U@Atl6`3RJL8ud86`;0*;!Vo@uqE5&>eRqRpA5ag^LgAP!RX4jwb+e$&B<ii=BV
z6ksvQQU(%A1olAvvRAF>swN}Gf6X<7V?dX&=QhhpAZz)EK2<dPOgAPb){ShgP3{WN
zFJ?FIch&2=HYOD6B_uG6W<&=XN?pGeKqqdPKC(`#R6Njb#6WoK*2dGFFJBzbTkHL*
z!c3aZLR4vrd$;k6RPa=q;2}+s>O1<i-wC?0tES7UY_Z8e<$r$ajp4bzm18IJF{rfB
zU-;2s)t6l5&~N2nXmmYPeH1latS!?=dC3E$iT+LM%ATL@U?k~31Aol1G_BPo-!kqa
zp|fc-P+fh^qrcpeO=ilfgArwIUFT)$`S!o!EZn_eq!=mA_pn;vt(>CR%ot1Y_xs;J
zr&6O2($Xp(>7N$b-p)`KzM8;RM5J2zvoe~i4&uZl<^b#>S{fmlpD-vz=_V-=%V0(5
z5~6~3a{3VK9#0uYByaxw+4@1Su5$Yc<Hj8jy$E2R9+FQ!1GZ`9_*Tk&&FQgcpFl^!
z0avyBI2-7qCaQcMNZ?Q^x3tKldj-(gDYIzhSeg-UFn8{e!m!(Jv8hz50Q%5F8M6*T
zqMvrbJRm;wFgv3>QMtLfG^3d>nqz>EY?Eq>R{a_ak8jGi*Mt4tv+nKVo9ABDyz%YP
z<w&v_n+-+XyG)9Ue#{h~d?d`dh`vke+p&TJTl5T)?NCBRr9ErbvhnqYgYq8UEGB1W
zWj$Zy5zK+7$PD^qX*IIsTce&4xh0jJ5f`|lV5`mDjt8~Vv7Zl)w-%}t{GBhQdw(Uq
z=#iZ0VQibUoK&I?@Hlbe#JC6F)xD;{aNzA|;PHv!9pk2~doxn#GT#Ro1<Dt-6LMql
z>EZ@0dLghV;1LrO?}w3UqZCtres8P8ux1p6cTz*-=y&aTV;~n9mNG@ljkMz><Gr`i
zZ1-<P<sMla;9pT$H+}t&+aF2m#r_agKV8#`z>YO>mJ$XG1ju_}yW}%q2K6aZ_AFVj
z9^(|jS_C=(6n$SNbBkfFP(Py3DP06-uB^=b{H2YTa(qL2i^`FtAk2h+ASaXA7!v&U
z-7n3e$b^KR<R*A#&Xs%q@jbZSlCDq;#^^F&@F5r{)_!7J=39h_Faml_1`y9S-61U#
zJA2C&-)1Rr+Qh8v@C*@Sho32nmXlO&%R2h~ebxX@oRPJ4_`@fOC#&;|Z!>$2M8d}3
z;Dao-w0rM=zpuJt?Sj7?3+KNr%11toZ%<*vLyh#5n8FyIaoFN-KmP9!_Kv9V2yRf$
zaz=L*OlD=}`Y{`)iabaeVR&X5fX(@uvV1uSes7Kf{1X-Y_$O9*74DDauBSRq!$w`;
z&O&h&+QajXQ+MVY=(0mjcwiv4h8z(W8FkwR)b$XVi)qiW;lssx1nfe#YoP6>2A;}@
zOMTPoe#Fnu2L1qm8Q==xjX!X(oZ_B13@tC(0EEKfm~LmAPxgoVDE4tpbuzseV4wKd
zda<LcW8L2z%WB_MKL%N&dgQiksYUmG<H^$8P8f$E85T<>OKeC_AFp>mJfpT*bTTWg
zXEbWp&Xi?;)<yQ|r%!(|i&WkJsw50;9ZWOk&Fe;X1sXQYtjWojj*pM;E{4W?K1B_v
zVOcLaeb|CS$`iVOB^m!gMhS9*ITH0sy{~mv7d%}O0*hr3G$#3{X-pkJ>Bv$^d3N!J
zaiVcywAe>)_V<e=OKJ<QYC<L^_QTcg9KBd*L(Bg{-`xMht5Orpy^@oa=w?Vq+WJwG
zS5=F(K+x!2Z5hw=MNt)W@wQn_{?WA}5=gc`oG0KEGFG*2?`!AJofD5l@Z3Y8p`lAG
zgRUvas$+L6S~{rH^rd`5iaZ#k{cV)x<+Ed6-;<y4XNjIqbLRf0fBE~7Et5Fa(ns1K
z;>PUQJMxOAFK9Q7{y=?w6_gL+tpkjz$>{>H+4V8x`Az>lp9Wj#6xCJdA8kKiS93d&
z>{ay~q;@{voe~#RhndK~TuQ(~`hN3`WoaGAi|8YS%hHW_S9g?_*88>Nr2NDc63YC%
z!HLhgH1(Z>f4WirxnB&rArFy_TBf7AG>s~(IOo;?RXQOt;m#G>UBe@GJ$O{qGRxI5
z>ZV9Xmv_A!<tHDVF-<lHDn&mW$%Bf7x$6Czn4&ebAmtSu7icO$n`Uu&OI6d4_bas}
zNy{AB1o&@O=2vO>dqVJBVs-a+iM|!fdtXhvqWQLu=4k?|K-D6WN}@?;;%KPt`LgE6
zr}I;Hv^p6mSxZLP^jH)gv97i|UkpPD$Qriu+#Q490Wo5+TDpnl=!GM;%Z5!Gh?t4r
z-X<HC{u^C)cUB+h1^r*%P}P4+!ZNAV)2FYTW&R}gSeQR~z|Kx<*~xsscu9QrkH(6`
z)P~r&=B90XLwXoHb=9%|Ct-Ln{cD!!v#T3k-aQ~M=J|py-&T84R$W@j_htKpkWp5D
zx<3jSVG1_r_$_sJmv;Zm8uC&4i1MZUF;7;Ql9e!sSmCxsid7g-fm(h+n6PlT|H6IB
z6O@}VHnt(|yMDTF(gH%A`b=iS=stpOOCNCLNLM0i+OvKZquwo+tDep9>I}=bbV8&9
z`}#}mvWa5;!t*pJ>&H-W$t-j>&bu<nUCFHvb!ay5lZdK>O%Ygk#Kp}8Edsy8R#YBV
zi4hebc%Mb_K=be<PXJRGVxR=#DHD{5NA<T#Xr}yt6Z)X$DI*RauU}kU;g)SbmsMNg
z!$sC!1AmY~L%j6^185~|M8v1o$`O$M1$|;^#4mB6nwrIQ+3Czt1c?-kl_!oaF)i#$
zPs3(XZ?EUy9;Y-@gn!JPNyG8R24KR0wknr7KE`<AW*Gtcy@5v#9g-21Qu!6n9!s=)
zPti;p+o(Q^a+IYkKoAR^&C|J`YyBr5qI2kC;-{L!y|v0bJHC^Sz5TxV=kv5uB!cs+
zI??H--P9{y@}zFT3nNM*?{Q#7__ow>*Hg86fVk3T@IM8;1~}7Me?hTd#nu9`E)8f=
zhwj@<8=J_uplicw@&cUukiLwN;$v|0A3dC-)Cp)9RhZ`;!*FS6HX7a4dHSV03-*39
zWAk47Df2lUVb@B9Ee!bJXgd`=bese?9k5RvexWNvjug~&clW1{OzT<}GT8s0%MJrU
z!Si1~>}(h*Z&!=&su>jBY^PWZ*&6iJUuqzujpKIuZJ)94o%Ht2McXf40TV?mW3CE|
zegbRMvN%C=;~>0D{Fa5*s>vC97E@TRS-5=pr1y^WG_VD(52=J}D-2!td`^rwLt+$?
zepQ(sVXbAMKFc&+j+Abuwg6=37s16F9@lMfUD|^Q+5gD6j1yfN%WFQ@xv&-E@NCBu
z!Gs1Vf9IngX=OY0>c{`JUJ-2`@5&D6N6V`j%Br*LCM`8mOKW9wJ<|bcshA5F9CqpG
z==c-%_OUS96B%<^^_#0l%d=H%jfwjD%P-Mc?sWY2x)(f3!!(PuzdLRM5}XG+XI}RK
zQ|1!lP38_e5f}6#nRS;BRUYqq!pdxjPGza-D0uP-+`*3_dN`J~%!Z*_K5ftUMo>ka
z5Vb$d!AoCSv{MH3G@Jzq*zMQXdW)?^X597&wj7w~HS=;g>&8MUCVo+HN3zME-Pkn&
zHlM_)NDIc336mG8YI+yHuJJFO;Dgk?xP3yXa0<2pf)qO66E^WeV&>0qqCXK?u+ZRV
z@4q~_M=8>Ly5xsy01UC;L=_>51h^v>I!yuchRuj2$#L38S?_LLB7F4bZ=Sh3?dRY1
zADU}F_Z@UxR@}ZS*Sc<yhHL;ag@grtj%wRTZEY8?feXS74)eKT60c!J!tZ?$BAV*z
z?I<fpEia`x7Fdy}sl-;Es;brfy88nm3UOr1(|3%b7GOT%!$X;(yix55`+5R#h%)gP
zR9Hb70ra2}dNxJn2?JW8>LjdW1tiS}j(e!)G3I+uDKQ~SF_LXcfi*nIu76x#Yso7I
zIKXRMUHf=<@1IMBbbx!q_(PCWI!PhqdIltlR*#|_$=mi)3Q9^Py;A~R?VLOJ=uyZd
zEdj$)0Io^bjdl(nGDMnYFrOo^MmNNfi3ZsXZbZ8KW&`{E1UwKQv0Wl6CJHQGkM)>O
zv3>Hy(j&bWr$aCU%CEa6KD4v4pW1#OJTq1HGCtaqFz2r-ioN;Bana6t4#7~0VlR0^
zs;kaYi><BaQzqR87-LYN4mL7FBakgvs6?G7x;Fo7_9XkN=2tR}DH!xEU!5DN8YMNa
z#&TvM2AOv6KWPRt*4yRf<*^>!OKdJhq=D=$wy-b}r<s^*On4-$4RvPuW>8SkZQ_zK
zNW_v#=eEJW?lwJ0{XI0mcQ%8)`R6-Gi3J2msa#88R0r(YPVg~>o&|lt79NQ6ZuTyH
z4&{g@dl$32FA=}L4iMWm$a`&%?WWChRnGR4pwS7T3JOL+WPS6-lg<Cu53YKL)?136
zlY7Dqp?MMX1To@d*kqxz?LJ_K0cq`zGcpxr`@O$DM#S{^8kRAj#j4*8h3atv!AN_l
zB#e%kb~<g%&7$dY_}ThI|D6SlC1L(c2&UTJxho4n$gJ<r-m4xSZgmAb1arq4bfd%y
zWb^0BZKCxKEw61)iWBq@l#<1c7Y_|L8Jq*A^84gxmaZqgsYgkC44<W>*db!CbY-B~
zb9l&(;(?^Sf=vOLCiLlw#yx*AT7W#~mi4x-F0akA<CiOE`?J1w<M+?^C*Ugg0>|PO
z&SG=y>wW({GuR5L+apZl+D*HG@Mr1wpJ-c!NevV}V)a|rTb?xd{o^B=JKkc3yM0bW
z!YCv^Xix(P7fvi7EMB^FCJW+|)BnkSm=~}#E|4U2{LY;@AKvf%9ReNY7?t~y?`lKW
z=@w7LCrVs22*Zbbit`(J+8m{`J5K25anE+&wyY$d7+BFjg+5>{5CQhGZjwsI+Df}d
zibo_4(W7p_Q%EY1J5!owCa4-D{8UnxrkJG3VFr5$Sp}BGSnd=)$qg^HROkjp1BrG<
zevwYr5m@7Sk4$SV+h0$;<ivj6yR6@P1gtF((JPc4B;<VZwf8-Cbp&67<i@hCeT3Sc
zi3YPJgb%>h(RzBaC)f9c0>lTQ&$;w1%ZzL$q{>hutOI9Ofo5lwIV5~&u5U;u3eSjN
zpN50IJkJqd4lctJwVuwy1>Z~*HQaHyXMd=P12r}8-j}f(pKv<==z2>ovgnBbN~l!W
zA)CfG0|Z!VEcg2*r`EORpmKBFfZu(@of5-*GEJJhr9lxTT8~I3fV5--fIONZsrSUT
zCW&nFSEEWCofwb+TrXY=hSoqxck>n$JsM_DfCBQMH#oRB29P-JSNl2};K(|0UTGCc
zT;pMe{<(bZuBW>7@shv(ts%~p2T+(w8=z9HR+ArAN+SiSPtX?WW*B!6snwa8K-sV#
zrTR|W9<3d|IEW;72oepIO!w&@y^hs=C2d^)QtK;tC(YR%dQ>ZCeaVlVGU`R}LB3El
z0s7Aus;q2*gVGrhtH8LRn|(p1_|T^iKA01YM}-OdaI|*M<~K^_NnZI>Ff*g)R7au$
z$~(_DZ6|$1x_fY_5Wn?!m(~eXLOkGNiOWLgaN+Fc+E+OwDKWtFpZZJBKC^YHIQdpf
zj1xset*5&sqg)WHU<eAvI0HK|s=GRR<w#~KckkZit{O$%7k?vB+&dAIKw^+v=uVd@
zTwlSu6qQL06-C~|1yhSXwy4SI*l!W6FM|)a1~bgPDd;}vi9LyW@K%TCKKsRsvunp;
z9d%{-rRKIa@df|4@CRm3@iu>g%ko-uOaBafPWAjV@NunTb!>~_-B(VqOvUR08(zNt
zLGJw}w-Frto=|UDTfEVFX`8q+I+>q((dO1RtWQIv^ppEfgZJyfSHK`>4eqae_T<Tv
zmdh#Z3V4-Tigr2QhP@}R`RAQwgMV&8`3Yy>;JL5lud>FCI*I=+TdVGzX#q4cxE=6^
zF?6Hl=(bejO{ct742C~CTps|{K=AIkiHb;mT9OaNQpruO$Wbnsg^s@lj936*hS(pM
zM^o*+-k$Deg9wF8*nA{RyGs54sEwc`;*Z=xzsvP|O0|7HZ<+nyh-ORD^7>~qk#*uj
zM%{n?<;kz{MOXR3?mbUpNZhU4jvuQA9ly8N@tHhPLI6D&^bQfroNUB8Js#v=xVw6C
z%J?~GABjtKCNk1y-XV=3pW+P})2v?Y*?mK=qNDA|@`EkAJZYYk|Bm^&Wx<^M`u$X?
zHCQP_(Y^_zN42=b&0v7F<guP$_)W<AI*+=h7GOUoe6q*mvael&<PBNh=Z~tI0A)lq
z0GWZ=4)ZXEOJ^3QZpb@mb+4?<>kqOE5A@Fo;vH&?j&14s>*2M6ij18)qF${J+gU5N
zupl8VTC(J2!+JOAu6fgj^jax@M|yN=m)^el*RM=G%$#1Z*hwPBG(J$FnqNoxf5=Ui
zshPUS0Khy~v?I_<VfTv#ZLtUm-?yP5x}{mu2ach^=km3T=MOUE0N4}-QZWi6iODql
zh0~$0@1eZ^mkk8KJ_e=2%FUa-Ukjb1-W#U_SPHn74A1^VUnmuVZ45Q*HLsr9$6Dg5
zEhyPy4S-Hv49O|={zT4u_m0H{736i0g6fuoOS}KsvqMy;?CQe=E6b5JVw}hC({woY
z1`A3X!Mfs?%ICihQK5;-4&94XC}m{D8s6vPB0@q-V#H6uGx+j$)o&jQYqyU7vm<DI
z;40}VK1Y$DI0~a|cEssI#BQgE-l&W5O*S4~t&{C{^k_Z|n`X?OyD@$(z#2MxW7`K!
zSsi-=-(mC(q5&lUgDd+nzWM`@)7`Gj{7bDzG}otxL9-ORRBr%Z;fDaQmltSZecQKR
z=}_RDjknQltl63My+7M_5IqiLdbA0okI7nc)QL_#N}Z6IpfF`t!@|v2cs^**8~|id
zW(XW_tyZexsXQTkeQ(};)sI?bI2eT%H$Ete$_5}buXNAnaTGzR?rsKgU0HM!zGeV2
zUkG(a*bV_3s5v^J3T3tQxS+zsJKWoi`E(d{Tvc6>R2ZZ573&HRCPXcys_)WOvnbvD
zuz~$t4#kbH#oGo!M-rh$JUhrI$crKgGpzcCmn|0;bC(?Z0n3W1Ky$?JADzV7Kb$F+
zU=9JZiey3}+R@s}O(GQZ1-CwrikSH~X3@TMKh*;K0FnM$VQVnz(0i@hc_T>$bZXk7
ztq8@aLx6+;mWPGYH-up>$qtEKuL<*@p@>EQ>tA1mxROz*vHbB1>9Okj(<e;u8u@sx
zeXggrEEKtUTV|`0P)LK`Dgoq6t@G1&V29{(@X<Y&4y&k3L%q~<Z5~*)=er$R;gUVy
zn^GaHpn{OU(cpsvk=;NW<Jg|tZhRdkY+V3?B*4{z?uM4-Qh&9~M5UWY<@ZA#`ay49
z$o3>??4Nx?!r=^5*G+!!c9V4CJX*;WT^0Kh;?wM9=*}KRDkd8VJKtMd?QVTU7LB)#
zG;1+;Ok93RkdWb#3h6I8q3Y9H;&b}%lz48roT&u)H{N<sX}<%?6Vy@|_rjfRFXED*
zodSnH%h)LZ{c_?7<>$)Gn~HU_YtP-^)QosQE#BH<=L2rDBh^x^*w*K~b|wv3=p5hJ
zEzeiQzw!ZuGWm3dZtVT7L9d_oMA*<+L|des&KKhaB+e+h#k!CKLnCNle_n?U9U5(6
zX>^^V3P;0I5rP$vhcrTlqFJZt61}Eqq~OcZ%f%TsE<KTo7Z$xyB#SfRCGpT<D^K<E
z*Q6)bzFuC^7CI*gIO5d;1xU`LBHFK!BXbBPMvV-c#lqbT6O)XUy5ai1l`JJPCJ_UU
zt5?T*pJK6blC%~&Wo;#{OFMENT&3aq!sax#wCu}VRE+7UC$?5ycdODu(<gd=y>{)n
z#W4$4tng*5R(OdK4}d;x*f_X9hoQbw^?tA^NYvojE*y;GID^uiTO~vnuoOe2vc!fP
zJEH`=LSFFDoniCMB(mxtH6|V&8Fi1L{1bclCUm=N!kg<~yckG1{cwCs^S%8%=;II2
zB7nz>H4Tna;i2abA9jE$DpcHVvLm>I_Q?=_@Bb7_6k43mF>ew(Bq)snFo}jJE^bTs
zsm*`&1HUWo{Q==TT3DLrP5GtX-i0egOe$Wh8v=uD+yVufM)8}_P*^?S>{F0?mmANR
zA?(2*S@FPeB!Oo$s<&`J_yM*_WTo3v<B9vqiZtm_y67r(EZY>Ppk-4w!lPCC;m)K4
zhU~|ickvMbOk=r6)V?-0wFc_+#m{1AU8|{a)a8yeTghZvzn4FeRtv!zm|90;mT8#X
za0NM?k^dk8(tS;s2YYo688`ca<#9S$3Zr+Vy5~b&(bRvxq3uQEg#U^t>$9$|p~$`%
zh=0^NMbs5B#L263Y_2W%fA}v(hoNd3e7a}ESm+>b_l9S(sR<TZTfY;z)>U<oh0Z?j
zjh6(rAQ}r1kI{alxE7EkvxNVC>W8_MnwlKDA3_k5XMxqIc<b&x{0sBEhq}3r0H^uC
zm`|GfM801S@kJFVnq28w$?n?*Qp{GSY%7HG4(-1B&+87^wJgBfTMVrs(9dB0D3)#o
zlqlvL@6z9Di-cYnMPl$SJSg0zg<=T}s#T_fnwtOq9;P3fQ;)Iv%JsI;IpAGbS8dwP
z)pf+bi(?#$v{I_WJ>E?R8Ddf=h$yRmHdv(o`u28ZrUAb!f|HsYwIr}_-B+~Rsley~
zf$W4j@LIU(1arP%PDENuGyk}%{s`vo_7ML`+~)tc|I+fiU2)9*fopwqXG`(VY~%Se
K;tf~t|Nj7vOVDWm

diff --git a/_images/b47913cfb18924af59911ed9c327e0a3bd0d0ccc723231acb212046dd7ea4c7b.png b/_images/b47913cfb18924af59911ed9c327e0a3bd0d0ccc723231acb212046dd7ea4c7b.png
new file mode 100644
index 0000000000000000000000000000000000000000..3ba1d81ed9fc505f67e7a03f8e45b6e8ef7a776b
GIT binary patch
literal 118552
zcmc$`2{e}P`!D($l8mpC%u^~!LQ2RiQ%QqLk<2Nx%yZ@jA(cdiq=`bNkR&pslFB@V
zgv^DMq5Zl0{r5h5t$o&B`>b=;I^WfIGQ98e-p_qs*Jrw(3kUY=url#7Q79BvJzcFs
z6bel}g+j;4$bhf3Qo0`EUkdJfjNK1A+q!#MxY<w)EZkijoZTJHSPFaExSc!W?6h4<
zK}uFq*v{SE<(%TSZI1ur2c(?cPHz+0PuGqYS>>X8{2YbCZbAO0d7yg#426b5(bG~l
z@=hMR?d5Isx~I0{^n#P`<n=JQL&9ppG#XTTE$ZtmakGmT*YcUoTJHI>mSc}3<3*+@
zx7Q5os0U7ni_Cn`Sp9L~p7YN3F{h%p3px{m`FC^qo+i-`{oK8v_AOcA^!}xk#NTTp
zs2XbN2gEs<GU<|EI8nki@IOmyC9ZNZ;XmDJ*6NXeA1DpJDE9ALC)M^`B|maaDos?6
z{GR^0195l%{XX*p-9vbt@Q*8u#5R*(AEA}FdW}Z!>{$u!2=%jP&sOw&8`nR0kb^s-
z^4q(lh0@KO7x$!#>g6e_F3qgL7q18?DN0_7j$TnEz02*ZZlulf^0Mx}eFfTUj#tVJ
zuB0T%J2T*0UK9Lf(V2S_cpuje{p8^0jv7i05|mARD^Y79B`+wS+Nk5=BK__C?Mopc
zA!hBh_3@kX+($kJ`mu>$o16MmN^`A3$g1Wt4JCP(EA6iyzilQ`2@S5Z-;Ydr@4lOv
zDY9Wh_{pOuPF(!>@zC28Wj>0uQ`au>>-voJw3iBGL`7*$ik)^ym^`&!<>2TzUBl;m
zv+(ikXlqqV3l~#3Z6uq(tJA3g5zOnPzEodWQ{Mj7Z1DF`YHbw9`m`oHm%djk{AZhw
z%`g4xbsc=O*4xjo_hXS^%I*tZy#ecf4mCz*WLQng-PFjVVhNAdc6RcqtE&rWi7G1#
zgi#j<g#HfazMU#oH&@_i(-Mt)-7(zPcV0)(r~1JdUNJH&%Rcf)lI!24UscV`YbjG-
z;|(q6#@gFn1Sq{vRtSw-uQPWd$uB<7s<wZ5VR9u!(m0nAx{|%-XQOJ&R+A$0`l}lP
zx)hmS`+n#<s-G%t`<C0<+FI?Q(Nmi<XU;@jy!h(#!^5uMKW`qM_06zhsS@72d6nAG
z&&Yw=nA%toO_%YG9e3~ERTGVSSzEhO$bU*baw*~Zb&GFr6La(O&X<)bnfZ=vc+h;d
zLBK_+=86C_rLM72Ug9s7heJq+J<s^<MOPo6k|xDN4>_5+B!hEuwuNbkJb(V&rBV4;
z+JgsmcI5#Ja~5N5dF178-xj!MkQDLu?OVZOpI2e4D8a8@y>e<*@}HM3JEfze({-*<
zx$eyy%Y<zwOF46%|6rmBi;G7IwCpJO`|>;;_jX$regOdsd;3edxzf*<|BNa-$%ngT
zeMk|@G$h|Fa_YYL>As=W;`}tFBTQOGhU3D83w90;)y-MQIM%GGl453OkGyngZ*ixi
zo!!f8n-9D62K?$fzf$n!wu;4&Rx>}=rlzKwiXIXatY7~Xr3p1Xy;Uhe%Rac}R--MC
zclpof?uls+R;MN>C$~L)mn3gh8M1;~#*+T%6VnTi9!dEBsNbZ!cdw?lHiMF+f_;mm
zwXJP`$xw=>xw-J8tSr|rFKMn_yCy6xO{L^|j2?ZPB+nkd$*|_pk*p6NKZamK<_m3%
zn0;F*JluWzFK)8s_s<U*+1P46X6{Wll9+BkohpLcw@%7b4KFxRHmPD-5h(EYcVp1h
zbgfXnvV*+5Jb6caM|<BsmK$457}5_!J%3J4NMg4cQ)a6$r@l~ZVxk@;cCaB~jRs?r
zom_QIO@u@H({QRrRAl7J<Hb$_B4N}L)BVp(rH(&y5i$8&7q_0CqTu$G(d0&Q@;*xJ
z<cozXTMuV7SAY5x|Mu37OIuCKJh#%Q1^yY?RJ1SsKrH@Z>vS+QGUC+RzkkBL9e13O
z;x;#Sya;8nM}(rge?Qy9hYv;e?Ai0R)45`UW!}waB_$l;8tRN9cMA)zKPxMX7txHM
zW*(|<>CHdQPNUWnxZtS4D8kChN>4dn?(2~-RQT}Wg<Xn@ytlV#FvjU;R##T0YyOVr
zem`2=8@LxmOLxzn6~A%1^sr7A+!4wzUcJ(w4R+`#xbT>7-8!AF?ry!4Ck0GAM?P+N
z)#p;zRdTNVDK^O(%H7=D4|csmL5ngpYIvPe$MxZs2E#5}G7Y1mqJl47VpeMP#xJ2_
zw)pOlk%=2uzkC0_=KW83KjXTwG416}i&Gh;Q3uyIye;?p^{S!a((Q9}lnYuRn^L^*
z9J?~EjUE5x+qa09FV%Mc8O~r_wW{((z=Cj`E`>7m{<fxv$Bq=AZ#)@3EoVO66WP6+
zzvAz*5=BjtOH-ICyko~&tikPxQ5=TYdTa0D^vDAyCJoEDRjXI8RxIS5xU3@-!0F`V
zG&MI@Q*h=}+5z!gn+7fxA(iK!X18qF;yT^G=WVL0(EIoA9el7uHX7Ut!&UaUr$+Sr
z2>QElDkI&KDRUdj`v^+Ax}~M4(yyC0ZZLRxd4+|AQKY%_sw(b9-Nhjvy<zdPzP?`9
z=;EbI9IID<v?$Nb%{5WH_hf#y^%U9X4xL4;8QRer_(0W`c?bPUJA%Buca@onb6Pe(
zI?`6`EVO&~Zc?TFrz%&*>SvDqDJdzTbbO<BcXeG33|juZ2?xgD>`&~FXu6ebU#9x1
zp85Zlm5`8_Y7AP=Z<sApiinD0{M^!l#^zquh}uQf)6?@_oUZLdeQnP_J#arY@J@){
z$l>8+vCKwNA3P^}qPHA-lKV4`VfC6d({Hxqq&<JmziEGRaB;DGNNA{Ysex2N=NSc&
zyR99LQUf*7Rzp4a3{$TR58J&>+`e+CF?D66Rgc&AOWR&VjeNRqg&Q_M5TiQPV&ZHu
z_~tswgLDL&z#FDFEsst5Mn>AxRbozetQQgxh`z99)2-$rlRc7L18sR$=#z|rf0w+*
zdMkuFi=Au3R;`&rJM{E%+|0RG!|&=fm5lNV>k}t<?Ms*_)6>&brf^*YgV%V==o{S<
zG&D4*!IQ$t3JMD4MKMou3kzQ>O+F93v~F8JKC)%!r{?8zZf<RZ3=FKiVF{-KdB|!$
zF)P2=(sI;)rb%Z^mg3^&Rf|riw8)};sNBG-Hum;y)?>$xwY9ZT)FK7_{dV!QO*|W5
z%RZjZ(E8+L)!(JwzkRp^8`;+!7B6RAtEZnT<3H~br6syJRmCp8ZJYdef;d?CcCw&M
zhH9ispLx)1G*LP#Wn^UZ1(#saaN@*?spey+W;;|$t<cw|W@lfc>`@ACuf*nZXv?jv
zW3}mh5rFFd3LCd==OZJD3`bU8IYv)UPls~AfvTP!!O8Mpf^xhDkpZorKO29&i8e!B
zw=NQ0kbBR^65m;g<;9<dT^_9`9TL?goi9H-eCkxMMVYIsE5&@rFMg&$ZE}zssf_fb
zWM2_dWkYqGpZCrfM4ND6e<;7lt?yO%{Nm3>8LtV`WYr)+Gc&WcQjab6x>jfA{Z-7o
z`&K;v@n%a~MUd*feTgAQvW{Ay{-d7NXtFC;mj=@_F!X08n9)*5S@!C3T`B1Og+@zT
zJEV5NqV|fwgGY}n*K@RYc3Lg{nVla}{d>WpD#8N2-sRjmO>`QvCB!yt=tE~Ou5*2C
zR?d6){{Gj)O&QZ|Rxx=}!fb48#-;9?%ToFjD}Z5cD*NrkRgn#9({Q5?`|9RSM_yW5
z+5;y~MsIsDPy6D<i*nzk&7Aqe_CHU&=}p?O_Xd?BCL@zq^|Uu|A(|qLrPa!6=G{8_
zW`&r9#G@)t06ZPMz~whM)%BNow&MniJbCiuYxp`d;e}t5#Zk<<r=?h<qoYx9EA9NS
zcQ<K9vTe{vkKLuD6t8gZTkO-Pve?FsTYcu*PwU~p=jG*z;JU>`L@Mj9XD<Ct-0dUl
z>f$0S8W+XFD;I@gl$xyM_2koBan8!%MJ#>ylh#CLMv*Z7-QKZS430eGePiR}^)n-%
z>I>~#6+fSP;je%rA;QlV>9JD5eVB^&>KBFc%fU!r-PxJ6d**}Y*FUqP-9_OVd15Rg
z0d`IQkg~pN#CyH}73uze1epKdyiAZu+&%*Xz-OHC@zzecT=$Vf(k!1wJImMpu}bpg
zvlqzNF!$5znaU0SZ_Do&1ttUz^Tdk&{$!|n-hvyzDx>OYTbr>oOXzx?EAGbMCMRR6
ztF`Rq@=SI*_pn4*w595bg<yR)8m3$}R9)gUFfa({*1B=y2AAZ?(rYimO8XK|r_e-J
zsRsm<AM^<bP{!E@gfo)3-t;sigch&cdMc><mcjVd?lQ0S3JN?E6BDtzVg#1ZvF{FE
zTKM(L<CAYVUuwx*1zJdNK=*EaRa>=-UvJ7-Q79;`(h>;`gU@g}y>|<K{P^+mjq5jV
z+$kuy_E_mZ82vJz{Cmadi7;$p3seu|ia_NQzX=7(OHyW0dQD&Wx7&5g_xi8V&;0n^
z(c#RQ%CgB9oey>AjwJozBcwp&Zk4jvkFR<zyZG(oc(I?}+a+3@tXgVI82VAgu3C+q
z{8F0bhUD>(7}aI&eA{;#PEJyR=oBhv;xnappBoR#KixPnYCEemoWHd0`3omCLo`tB
z0|ySQjN4~uxKf1v?|iMQqU82PNAJz9yZCV|M&+I{-`jutVqaBce$ck#Pw6Asg=)IJ
zdZT%^+X`>l!fctxO?f#m{c^w~sAR@h`GkqdV^7n21tXJc3o%6~<oSaHonN?c{?J3z
z;Z1F`ETe9__&u#Na^7bi&3gS~utDa`N3lh~Y=Ijn%qHaqH@?=KexhU~v6h~eW>+#z
zd&08~<Z9{WzQ^!vXW-%C(LSa0zd`)xc>W(E{_iF#Pgbqj_~mhNkA|zO%!|Lvenrpo
z6=)+Ya_yS_)qRkQkOSh@k+p9c8m5OcVqR5M(P^Yp4<0-?KiBE3G-jB2$YSJUCiiY{
zX)RF>!U+JkMO0OVfc#MM=qS$@Cd$U9J_FsBImGv6D%pJyW(?OLRTLm%(#46Ej?VR0
zx7Pqxh+Dx;3@?HvJ&jdPbWc%PoYEBAxbfBN*DJ8rs0j0e38xgZPw&!E@|vgyvuQim
z)GpnRwUxH4X2cysxnVpN_&Zb2ar)P<$kfzRktw9bUcGuX_U6sDk*5zHhyzj54ln;X
z@pQbfurRh^aO|AxdhGVGzpRaK=f*py|BU8TefqR!=gytj+YI`9_bPo>4)`O7UO>BY
z<w{+#)nc1AdF^5k9{KesGo@s%b`Id6|DAkqSWFDN*y>eZ-Aazver)%6Hr>Isb}bIC
zL(lUP&84}<1e(L|W73xhp<bT+yUdQlO}(J?Y~YGgY(he-h3b97)S8oC-77Y2+Jp`*
zym2E#s{fBwWzVw|>L)Ay3KE2H>9vceXU$l9zLM!eSC=VpIde)%3SNaYT70<)zc^jZ
zPG3hEY}i&IMggeTX?u$M8w*?-@^x^KgYp&kVeIL%XS-H&a8xb_e65RPn~jf;zku2?
z{qyJgZO^A@fA?S7RtL1gNO|ftY35muA|mTOWiGn<LS0tQ3;mWSC-?Rb4Cw9Kw=dGs
zv*y18|MvX}2{&%6rhEl|J>AgbGbG?PFi5K=Dk>V4l*H$QJ6vDtF{%sFM4)_YYr_2R
z-*Ko0aUewTI8Ri{S1hFMsD0rHw^{)&D#aQ-^DDaKCV)AyH5>N{<CcrPd-u*7eU+Y4
z0(qbw2#oyQ{<GtF61rM#Q9yU8hxJ5P2|XoI;oQ9@U!W*4Ny*FJ-rljOZ@2xIe-Bx=
z<ywSUaJ$WZZ+2=F5(%6C^XKa66rYHH-+Om!hc%Xjo&scP7<rD9k8dw_bR7<AeMh0a
z9>j|{U9r1GMK?}P;%i!xTx)`Yf}Xk!>Ob}W?bhGdS84VsY5IdEJ4gBfT^wR?tilrp
z*wO7pj(oqdu`cB2Z*Ll%4Wnv&A01s)CH-~eeyZ)Lmq)<XZqM8Mb*e38F2uxa^6>EJ
zeq!%!dnY3UtITpd-<I|FuZq9qg?MnxaQ-b?mC+Q@46SE|o4#hmsE86W1Arq!dp<Z>
zCE(V{#?O9*#VIAAmsfAy;>|d<V0G#8Wig;6Yw{U^W3|!`-1L{cXBPS2Nz+43C7M{T
z9-rE=pH_B%Kcs8w`TOtw4d`2sEpq`F0i8##qc$~YSr5f&6(ghY<ny0w$5F_Au&nhs
zzU>~0WkScYjn%m$MA%j4h5v0NRPnv0Cr=WNcE-+5IIN)i7laei#Iud_Lj0FzTfgG0
zZ&<H=Sr`?g+bm=GP4L?Kw{Q2+21}lLkqpABogsq5Xx(sQE7lEsq7M5A*r9IF?bV=L
z{i|^1_CF^th*5svW%6v!7T)sq^}UKU%d@d>eX@a4hjv(f1ELqm)5k5MdW;0ASPy?l
zAL~6?t_8IQ?<FS@G?rHzm5`9obm<yZ!?rQSfS;egEuozdO-k$z`xf`MioS5O!-qfh
zRgOP0Shvj#hYQ=)si3D~d3GCZFu#ib&8^H>6G|O4oVKUmzn>N5WU9w0>>5!xW4N$R
zRwS&TsOTyvZ!FFu_jNj9+$o&MJevfmlcJP5C{r~z-X$x<qlg_cHGO;IWSM8QONnW`
zmK*josCnSxE|IX<nHhK5V9s^x;_=xyC}SQS|EP1|eBa8Vz+<hgypBN&<Hf5emR44p
zXk7ZF(8K`azNqqzI9*d)8;M0LS_FT<J8nw#*I+zT=B1&jS^u>@zI`Dow#c4~lT!<P
zvHC`$Z_ZrH_SW{CrMwj@SMqh6eB;0Lu(gsuPHuLQyF-YBL;dsF9c4Y_MJTa2p;V0y
zmCK<aA-Za6lr0Y9G0iWde_26L>~kym`WKgR`MYU}TR3#QqTTD)hf;)9|1O@3wBmcf
z($?1khWG5*v)pshSc(vhbn_wa4tCefe~g>w-71gp$B(xP`h4Y>b3U&YjEZ(AEiHI!
zXPMVF(rlop<=d>jKySEvS}TV?DP7>6ammI_o7T(9UR_F}hMWpoS_`oV%^k&l%=yRH
zdZHACGq0miDwh9j!NxqEkv=z5z34aDQ%(tfeQ6!v^@_zG4V2*CpugP@cFW4HwyM2i
z^VbvL-PrhMQ^^EVmFZTBoSa-*ULFVeR?K7NHJkQVr>TdwRajYCnmao;PUzhK)CUmq
z5`406a<cKsIu4HWAUC}QTh(-|o)#3y&Ck!j?Cli-hebiRovh`H_AIT!%|n&UbL`y7
zBB00_v^c%8$9sUay0+E|B@2}4d+stM42#pJYnKCvkO<YGd>LC&3phtGaNgo`b93IW
zRE_kPU?t~qY3ezxNgm`b7CUt-^6zqaIoz7!^Ya@|x5+)hz0RhQd@@6e+{U@)G&s%+
z#eKhJyS4#fh)YUV1C!OU&GHRTB>o*Q?oDeQoqkEj&Rs~_VtRUdw*2|fP&&#Nd_uLo
zd-uj%DXWk%KW)qNPfGBMzn7U=+1)K5A|gWR(E5P_zS6vBZ+&ZPan-y2uV1aL9Z#5=
zUMBL<Xn1&d_eYt+`z0mqb}A3HKoh>a{N&-o^ZPbd9Xk~ep7Y|*qfd$qR+kqS{lmh;
zXFKQv08s#3{a9IW#$PoxalC&0T6=K()J6tKbss)_aQPH4-k!g5%hBwYxRcS}G8O$k
zI2Wa&074}Wi-_<v-iB@v@EcTEMDq(!r&w5ok4l7vwC{`^)H4eZLkN4JfDQM@zh5e%
zdkMxD7Afe<=vKl{+B13#xjp+*RRoUZnC*~dD04jpu~kfr9;FMi#@*nZl_M8xYP11R
z<0qSYe7|X5;ctK3_ddEY{$cH%qgj4~iUqaFr`vHjF2%>Mq2&JB8yKh(T(r>4?{@B-
zI^)R9JSDhsh|W$a2t>c;)((3xZ&h>Pe}YBGAvmhGl9%qN*!i7Jo#lS=PfSZfu$|Tm
z)qxEV)(Vzh3pDg)d_4NgmoG_9@ePBXC-yUr6ngev25Xbsxzm%H^xp1oGjs5cqrP9`
zbV~hmv1^^m<GRhyZY#Jy^k;s0fV@{tG+!j4mmtSqe*SJNIJ2h6v9rZ~L1raeWN1@{
z&HzeAwvw*jzjyXW(Xn%Me2uOtbMD)|_#*r9g(fih_>Bgy?&`(A9Qv6DfeL+z7i!W*
z=PDO=2o=0&Mz^0>LFX+kRip&?<@D$tYy9-?%4>eQJ5N&BZ|`p%dGSs`^+xF_Kx<eK
z5YQC6BT)+${>G^MVT2@KOT;XKp1sk4^3a8o6+M^$tBOBgd13zYlGulx)nFkJ>rVN{
zo#cX!4I$w3XQP&@S;dTuj4z=Csx!)z_CZDQwON35up(HH^%F$O%J=Wt6mPTPRF8Rf
ztA{f5ftG%-lN(F;5`A;~7%!DdDL0D&{L<3W${jp%<OoDMyq>g=N%!<<PKAcpYI632
zftefR9Xmc}j6?ELm*mPXkC?l8&Y<=(PbksKA-Ftv@?_^zZi9XMs`;FspNB%H@zCg&
z+#`#3MP4<KVaSph9X-l>z4zHR4aOfoezdJCvhZ%}>3PxV_aWJ@`D3H$v76`6!B=Wd
z?%x>CbG>)hN6YuWW!6?ro0j`FXFIY13x`qZSFEs@`cf%>QWZ)nlyC2!@8n%Uqd>bM
zOt2c~S?-DH>^a8Lrl6NLF2Z#|YrZd1=zy7-)8}~bUGAL@+(1|>!!?@hw{4(28+}rC
z;NU@vuWpdCKMux5DWLIjHzaJ+IdFgqH^Is?Kq}!9nr|QA)@!V=l4Q=qhZcWTp^`(y
zds_8zT*lu=Uu-o+Kxp{Aw0~6g$+DIQ{(vNuU`U~f?kw`54TB*T+!@;@@7xg`>nh2w
z1>5(L^_=LsaP{iyqTOI!sEm>IoibfkSw|m-Xo<>v_qoikuzI&(jK`+$j~AwocJ@GK
zpP8B2pD^B8%&t}|@(yD5d%G8lkf_vcY&M`VGNp~vd3;DypU3fP>gwvUD2w>FrdJzH
zz5cVNetv$>N=y5pw`dQZ@}CZG>iw21beIRrfijirIo`q6=<Zei4%~*_RB9dGz$tQ;
zQDp2vu&Gq!(X1UO1O)_G*&;vLPbjw7s{ImMK}(~3nfpB0nWi|WsESIDoey+Zl|RGl
zDdoQo(FUU<^`lhQqQJW@FZy`<_z;$yop$pLwms499v{5~>w&EHN;ZBqG+A6i^FSH}
z)IjA5zd}e@7`>$FGiqF1+=HB)TD+Xg)ED)g{vCKh!lf*x`(N)m_l<>^JK-AV0So&f
z2vjQn>Y~dtzFb$Q>(Ki`0AGy&K#gGG`8blS?cgAZdKZZ*%p{x0f`dzbzsR9IBysy`
z(G43ib!yM8|8&ow3PnoV<_+g=h=kbDH2`N+AT5zYaSsXeBQhG^^b#O8!->aSsR465
zckbNT*YgeBM1;y1o04*6dZ3o?-7Gc*ObTMBUAc0_wsF<*N8?+!ZiUBK{or5*c?0kT
z^^NfskYjfN3)#L;zL2gN$=mD-MudWuYhFofbmWM|ct;^o+kpyc3Rsnc056HvgSR9<
zfVNAtV4W-c=gZ5LAr!N|oFOn-;hfBn@!JwMoZDSJL4N~wFV7EftN8DN>lrcHn&Z`0
z@o=a%d4OPDBE*3`5q}P)vF`nQZChL01fip$46Ls%uHBMrUB8-h?b?6NT7JH!g@uUc
zSlfB9FWSF<S}R=Urz|8-6fhE@K^m0GuJD9Icj@)Di!>LGIG)-1^6G}YjFhV&suu0e
z6-(L_s*;k@o#wOAH#`PuSFc^$Y@zh?+q?B3HQF}leAYFWd0;hCp&a~p#k?(+h%|Nl
zCxxk0LqkJZ2n+D3Qn?db`G()@`2tsI++7IO>MQ<hLttQFSmV$d{2bw0vAD-?><G{M
z0n;=#Elt?7d||R8_3O}3{%G=UpR2$iYtE~gTi@w9o+QW1O2}OM_;2txh>f|+p$t$H
z>!9Z<7APqwBocb;Gr{7IIwK}0cMV*BwV>esosJ#WEecFP$oL4`C6s(;#Ql<?FIuAp
z-FC`X(vA@{pb(N)UiB0zc?v}svgmkjc238WCc8Rxqk4cTJ?wi9rf_`dSls)os4sja
zYq(Pq|1J)xTEil(?(V)F_1aR_u|sZs@k%<NnXfMvCe}+yNok35UJVYW`~Z%Lg_z0n
z`1JSk4n9;+r(+RTqi;MaKU>MnDi#zJ#MTP>UEZ~87g_p$KmGmt_x;_E_bI5JEUeh#
z6_2hEs~5kK1K%bf+tSkVa@WPuQm??J*<-S>Wyu#E92|6^ivCkaVS@p-Lt^^@?c^%D
z2}hi+R`TuJdiwfI3fKbohdhK|QZ4sfLa~)K*E2BKgKq>b|31C`7>oWdh<62_EcD;J
zG*@f<kFIH{_rF^Ciktq+?uSSEf0P6Wc)R%fXQea?+3OiUZYz1siRWxWC_tIK_7Wvd
zHw>zG;<df;8tKOD$Q$UZn)g><n3|cXesg^b2?sD`3cv-w7D!2Gc<nb?9@(g}z+z)#
z6VT1i6#hf?->Zb->+8_sy@zgl{UN_H7(~(te>hOJU%|ADy?(v9)c`RC5>}YmLhuG4
zvK2A9yRjCu!CpU)h;v@t;RC440sSA&(+elOdU50&d1q~RcR4hiP_Vm#oFt9(#c}vq
z=`)(d4lOt9ZGD$^V0rF?(Q&*K$x4j>|DX!TOC1*H3Z{kt-k^`81kql<etj&bw3PSp
z<HsM)7Lq@9a`-1G3H$>FxJpb=n81;ye*2SudhbTE0Y)i7`b$23e)u;t_Odzmy&U!=
zjgs-Shfl??2_86p{KDP@sr2mZx4IP85Fp+3COgoOUiA-fKt)zxFrMBXm2Q?(JJDU%
zH!u*2>P6Ks7HK|Pc;KNCD)xl%bHH1F6(LAT+6yv^{s93Te0<E?w&lD~apZgx9Ey0!
zN7gVZF?q0Uv@6hufTdsc_Ev;47X58+Yr9#f8m%1)0Mq}ZY=SnmQU2i-m_w_-^X)0P
zdzT*YXKHFn&ENldQzKaaoZ9AVPUN01vTHCxQ&eKKgnI~8F}iw#loT7>it?U_l&HI#
z<#z1o>wkSoyY@QTpO@D!wpSwq1DfIS8o!0G_kv6qMe6G6UZyDfksg9jM_N%47Y7H2
z_8oHdCMG6X1@(tS+j*cEWxJR?bD@E;r*rfu7bqVx4KW8ZwEN(o*FfiZXm@D22zzt!
zF&2clc4)2P%6@Zd=r(VzZRVDD;@=YWjV*3&V+&{fd*o@JxsR-VpQ;*@p%c?jpk7AC
zdeRmk_^#iuVTEX1-S_c32mUZ2Vbhrc?y(3(tgX;~9r3NebIt$Ej1Yu<H9lU1lWC#!
zf@HwftMVWRt~0|2$2tm`%e*GF;ad|apZJd*1!th6j*f0TB+eCnQEad%lo~QN=J4+)
zJ;z_+M`Rq@q~G3@p##y?fht!apfctx+AgTUD0S+^Tc&RS1JY+di_e9w-@Uu*?$1Z9
zqfH$hXT!OA&9J>(c6~1F?!c$-+KEJoIY0-wRNNOC*M6;kFM7`)w7A&olzgMupM2dO
z;<-bZ3x!QE@TD@82#*lniCepd;Q5v_j*ffK^=5p_J^1|iUiP_AIXUUit9@uS_-&%T
z=c;U4T*KfzemXRoPhJ#Yj<iCe7+avgz;J-Ckk6xwiw8(So$iAGQ`M;Ymmm}ZZ`hS*
zsP-%NF{;BzLnC@#UVbL0js^SxjxksU$ab%@j)s#CDi8yI7&Tep9K)%A*|kN^y;r8D
zT;{?Za4cHim2F^nq+6sTm0;Cb<k<Gib-kOLo3!7Y19=C$=^jurymH@{FCSXp@w<RC
zk+TavOE=fU9rYpC{TfZEe&#Fip()6BcXD&7=f1tI1d5SyAO7&di8oVVZf?%|`@{QF
zpAQ>?QZjq@g|8zNbADmL3Vw4p@51NLpVOW^VbjlCO+hH&%jl@RwX3PIaa3t(Dcb@}
zv0NLr2dU=Vw#_5%Mq-Z{VZ~P5$29<mu6VKdV=wf~FQ7fO_<VmpAF1MG6giO9jLkb%
z5s`W{E8HvxdPf))Ss(z6&#kR=l=msh%u)%=5f*SrK%n8#KucU$!xTPNvE(toRbGDG
z>G#Q%AWG-IeY2%%956DX&pfn>ojr!_r#-ABh!hbZUfdDqjU-+}ujN>~)~4VIAQZ50
zTgAfY^skLUkyc|d*hVuZB+mpBub(ggL_sc)=1f%XKkph|QLjBmrem#Y;R#l}KK_Y6
z8jSP)fh#T6TzdV*WtX<7E+b8q^n<LdP~=p&BV<+|L}|fA5piSTlbxJ7Hv`-U{6V0k
zI})ZB(nfre<=c!Ql5$CzM%_>GWs<ngv|_~yED0&BC@v5OzCfD|oT7)4)y&SqLaOao
zHwBb}b~m<2O~1pOS;)?PoFoMW7%Uc~kwh#K6BB_YM?UT3p+C4WKCc3o0W{Or*_q#O
zjg6FETs!Dy&=Z58#N0$TGnC+XEw%ffJccu2YoiQf<u#=eG#?)&0W^Txu}0ok?HwH#
z!CXn3bKt3x&K5D$)n!BmA}&6j4mAs6w5N2D>`alfLzc)}!I;`md^~@D|371z!ESz<
zlM?zB#9DDKpXDNq2%;gE>f#igsi|pp4;vN=(!=_La*TJ>t?^3`04RCJ4zqKGkqv_y
zqH*r_^;t#|?N*58s3SeHvd`VcB{(!xGiUDoS$q5RPa{|)3#0b~(`iN$Xd7Q9C)u5y
zozc2Pm6Z5!{cy`{GyYt=eqCLd%FSb~uxl5>A**Q5Q_dFh4h|01y?ZzQ(eNDbocG}M
zV^CvWGMzbhZaWq~_S&^D5O2?J`~xvG;ceU4QI)+%9~ZkIvIa>KYL2Lg2n`_zXjy*a
zyAS@6M~x4-g6#%SJq35=3s|W(z|`X6Vs=rG1|#%yk?Z;gj~ofVcW)y!)Aj1^?(Y1#
zeQnUt@n^TPa=Ywx{nvpM&`wdjA@&4X3mQ@I{rj7MzaGmLyc?MQGBiYz3FI?w-@XQm
z^2MzL{7DB=UtC!fxX?mS)yh}bw;cO`6Z_EP9I)A~q$JmgE``gyJD4agi}S9y_I?Ni
z<n$FPqj@YYEm=4_$AFJ@1^nuEuzNvxEUG$F_^Vf^!#<{>^^I)D<~y2W7LDe?O*E3<
zKZiJYc+Ol8fcar`>{$LQMv9=IAR}^Y`T0MC*J>T+fW<R2GbWrI5fi@s^m__r%S~8T
zw(O@-FhUvzpANMKAI%yssFmPkLh2H~$j-^hiFn(q=H}UZ7IfhnA~^D&&wAW%s6sGl
za4;Nq;;7i+!-riF;3KJ<T^`>#Yhr{NZ`{ZI*}9du|MT!G+6UN}m^AeDFCHHXmYquP
zdCr-Yap)n*p{?Jwi@P>PsJ1e6B?ND_OU!o<J=8+s|M=-so^!8?wT+EBLO}3RZpzv)
zMX>VO%6<Ojr75<$62VDqkt*c!NPr6G2|sFqOo*<bp$>k3G{tp0^hg*?uEQThiY`+_
zzJ2@Vv^AcOj}KkzA~5^|BMC^!D?nvVYLB4Zj34r5#jg4SLOIq8YF7ybD=s<t?Tszh
z^@-%PdGlthT^RgU&^fh}^?!Q+lV6`5c2@-VT1z|(#0~Qh)Z3RR``S{|H;jskuOV@r
z{E<qiYH#NOFp9czrRc<;tn-Xj(k`y9=MfP@Px#Q)#q!YT;*TG0<bqK29SlDsqt;;m
z%zN6B#Qv%x*=w=5O&>lW8}{nNBQ7qkkj9~^*4A~Dwy-9!AEbK1p{3rsb*oLVA|YWN
zJR_VJbh7lLSqG0Et>HEBAbh~ge|ir}Icf@ev@qOx-e?BCoemTViKRV0N>B&#xZWVU
z(-1TU9^OxRh1HO;ct!vAwo-8w|CYhI2<@(P<8YF(LUu)C?_TB`+fH49v{`3qQ4inx
zAX2sc{g!wKf;T^X%0FE3e7Qy~>e(kOIsl(;<{@lMO-Zix!on1=$J;5rXv_Rr$8sVL
zh*#tOQu+8Ac&!J&epM5u=BmUbY&$g}H(!E}ghm52k=}e3d;^UdSr#NcfI~lx|Hjuf
z?d-(&BV-#9!9e88y0>qwR~+9M-&g*t2g2tf!Xo}fW&lHMLMoR@=#vC&pl@KyQ3V77
zvhFuIV9A)6nK?K)XNm>Jhe^;`@}j9!Eu5FjkbkUx{}}ZCGje~cs8JXdJtY0vGw!u(
z*Sfg7Yk^Cm%dfm<|5A-wKZoT7z)i!qA$Iii^gz)=5O8l~kB#&5ud}|&hzUXzV>^BN
zG<1l>G0TCWp-A{Byol-n5zfOhrBI-a&;MxHHvL{{QW&8=K6$6Hf<SxwEdcf;LSO|4
zOZn{I$7*|?I&<%GW`7erfHka!jdTS`SF(k`?8{%UqmD!B;^gAe$Y^@m*vJmi=ybre
z_>J(|fl8PLxYKa0#W!!Rgxp$*m^CM-_0x*`50Q%iF34@UN7@z(i`-^gXKbBAhYz=>
z+&%9)P(uzGk#JIw;glL>rl%#*oD;>%??^@RKt)=f%?awO6$+~U-kddEy~c3n&vPpj
zaIEgZLx*TVc*7ziK|vZMYXkHrEm7lOW(gy84OSyAF0SV3xf8XIgP*@Et5q9kAEM&}
zbQ&`=L9{18oX&BTLx&DcjpaAub72!FZZ$-v>du}^A38eToXDAgaId;NzaHjWG>Qs9
zE+D2ATp4K3hjRp0X8zTDY_cGO=DD&;+8d-W`i<8_*Qy8$atc*aV_<+b+5LtIj(v9V
z;>F8v=;-LCk=Z+5@Qx^Epo>gQOfJ8F*zErOHNJdfEVjev&tDLmCWs$i76gcBtWx*P
z3cWl*NP5tb3G&C60aBuIk_SLWK8(1R+ira$&4M-s5VYdDemI=Uy1^e(t%iDfh<Rw~
z>PE#)8@Rd2;!GPK<Df)cz8t0{T1mDeh!^P^BmnSY`H%hL&(y#4A8g&-(M^cXJAOYs
zod)U_-3Kn7VaRs3ml1-?NnUx;CSAEc@QSY3D@5r?aQqdtIJ-pPu?TjdD=6fM!Y6Gt
zG%yHHO%=lJmI+$+r#P~^!z<ai@1}X2=bJ&de}Oi5&}cf{S^bQZ+1c4=p5wf@=|FHe
zx}8H!PU7;lsC5X99+0?>=%EfaF5-NsMShM?+CH1vn46p5rxl=5Kcw$Q?FX!GHu&Yp
z_-f+Yx0dl~79QEVntlu)O@H_Dbi|Jh?MvRpfwE~_;%0Ndf%T^(!_%iv)6h9)J{fv3
z7H{BWlJT7xHgg`po#sGt66s~K{|%LAjdE65A3nThf2v9}LenJpfd;9erA5ECjwZrb
zQX6my6$M#X^kE_%d>Vmx|7}jfj~R+Bc(ZQiN2k_-X>XVo+7-*IAEbU%HWFJ<AQ~-V
zg(?eU+W}xaj8m>&4M|Ss_pBR2p(LqMvQ%PMN&7$)&#zemKGZ5)4(CMqFSF-!9rn9i
zzEF@<@w4e<I8}s2hs;DiBmSa$)gS+H2TPS2nj1V1mZ~)TDx}Mk3{2ANG;`1p*ZBDO
zh)YRL>=2niRO<^k_@hUU_Mbc^PA4RBl`i;y5=s;$_v-71s0o{|kU<O>_c<yiMh8JV
zoIx6jPK@AqbL<HqbzmJiaF&0&`RCj1<^8|fP^PgH`4!z6VO^l*A$63#ak7|)pKT@F
zQ9vKzFg1YDhemT3jXhhk3hwTC1Op0r6)>k#(;=i8p1JhVE|mGsK6>4uIdbxWE*tge
z;}hYCT_Wk!@W50w&b&H`BU@Kc*_RU)X=O|;#4l0ow}S@`1S4N#wuZ!1QVKbDyAQ`6
z{Lz^L;nH>Kj|YrL3iJgexGK>K&ln|l@`H(>o#T=<?tfCpMP(kEz33W~er#l7;tFmG
z%Ji(pC8b)lNtm`LBgPQu*Ri%1TVQ5oEi^U}FK523ASjGL85@b!1Fsuf@zdcWlVJ+k
z?c0%|Cxn<{K5*#!tS`yyh>3L_;&WFNFbi7p@c%uSK+?-HHgB$(bO?U<#%~5Y67Px|
zN^AsRz~bj8-@HVcvl6hKH#)+=Z0qU^!c<15GZR-VxB>SxVCJZQ3h?*$4N&<I+f@o1
z`qPXP?0nwuEC+^<@ToojySxx}=@K!F5Bi`6AI&yC@7P&n0Xm(%w)>gu0LjRnr@mrq
zn7anVPL%VyhK4FId8LB%O~AvZkSidT%gD$~{rGXGh9&46%h4Q$JWRDf`z*2fB?y@a
z?h^sh`k7B#mv+*Sxei!L8HeeLdEB3QP{^S|Qu7P)gF7S)_w5Tqmj+v~{VE2Gs*6@W
zQ1N$Zaw}^g(3R!q2M0-E6OHvP7ew56m**Ha>Ra5^tF*xX60w{V$8y#4Y7}$;NK%kx
zX5Ub=b;UFwaWaZzul05o1%>VJ|0uG9`@_!Ln5DTKSZ<T8l_zN=wvrn?Z*<B9@exw`
zKqVc_cBeV+uQ||jIBqwN6hax&P-}@qf}Z?5yrp<nFb1kSyh<2UB5?5;Xwux7s-%&9
z0$AFEqJ)F*+<xeK?SP1!94E3I#2NRH=WuqO+~1Ic{4=yLo+VT+UyokS1~t0m!;0b5
z5F$|Sy&+kN%qU{NT_znVW;r@&O;1i$T>0|F9QN`-*RinkTwl8Qoi?b+i&Wb^L5#HL
zN1Y~4pT5364lNxts6f@L>U7D!Sl#zu{YZnhKnNJg?z0IfR@<JN+>DJ5(HWASuD<?v
zszQ{kG#Rx()nx@vM1IpBfmv<^H|zVOPF>G95Voz2H&j^#Dva|0?)R#uhGD~o4G$ha
zwy9!!V=W7eifsuq2w3`QXVX8$F1y0UP^AFW6=DZFq<?T9==3<)5afC-M>@sn)<Lmd
zj|w9V(+x8{NJ_G)sHiCS99`(Kf=vgh?abu#PK$-PapULSGCLjGf<abb#Bt#`5sHO-
zuaphb{30B=N~HaOO6)L61KyA9L1bH-T|vRj#G<*Eu9&E`%^=A!6crU^t2g2YWb8hq
zu_@1E0<0gV(+&w{W@b&)o`i*Y$Q7g;r$2bW2$*DCcy=ubj$h(ufBh7yLGIVDU(G+>
z)#Fz3ltgbFHDOw6dGYJ!&6|v;PY;<nY|hLfAt=J{S1@x?DCC-v&k#VsdF%4hWRREf
z-$<cA^GN1Bq8upFFu~3P%oY?pnCc!9jAAVG*BHz0I{NmcQFuqk38*l1cIO&Fl5~(y
zL0^Is^M$P{5sAiK-c!O0UKnEAWSCM-ynir1GG|i*tw$QhHaVA?5iEIc&mWXz!1!J8
z&Z-c&?Uu-gd!xNLoe8{GP{4^4%boICPslG=eXy0e){YLQax=)Cj3U??4&QD-zC*M}
znuU%nk`4zePPckFOv56Tl@$xw4~^9rBWxx$eJ;|_-~jQH3RtUL`KmXH8U<U(1jsky
zJ5bfaz&psY0cU9oUDz$ij()q*aTFV>66C5a`8sUb+VgZPr?B)^pj=#MRA0Mct%cXG
zrz4~jc4JI&k8f5jtsY|~1e*h>gGkqSDvo)UX)vmz30uqZ;IJvJ)k=HU-zMzFkZ#3&
zuS%hH#63F}9}e<Hey34ZGv&iWmyV7O634);=Gw0H@bTmD{r9))%da3Twwq18=zexK
z3v>dcxNg{4#z<FN47%*fK0s_>N2db-+ek2SEBne}zN&ss%UKK_Akq&zCH~9!Ju{-2
zW=xT|8g!0GOPdeh`%>6yR%M@4-ZC&wlE8@Y!!LlaR`$56eq`2HPF`MfV?4aVbVPJO
zWGNlVE#qTj!d#d7zJ9H~c;{hx1?0rB?y_~b<tI-R_q1(s{QDOh1{vf;$4lU2AcTFx
z!;B^-oq-lN4<Ts(=g*&{_oK5bSgLYW${5o3>FU0OH_E}q74hbcKCwB;#zm%qNlB@U
ztrLSTw*%F>Bo8xY25Id1;k*wCRI=M8O^R3$u+)et{)F)t&>2lM)vjl*#kWU8v@_J9
zRKaW#j;}ZFRSc!9pr<!}{;Ne0TO`l8YcSb$!OYRhDkILNqqDOLYmLM{k%gNI-8?*2
zBs7eFkvnzdh{q=pJx$@Cpc6$2Eke^je$Yl%Rg!b*Ic7YUu??BhRjZKPV|)qQBn(bh
zc8rOBo}7``-+N@@^6<TVl>h?Hdcs*4V*@Our>7T|m3`W~a4QixSWx`U_yes7Gf>Q!
zLPNA5ul)70Z#GNSOCTRYfD_esp_GZl*Tb`pJ~#Bf64Q>@mmuJB#|!>1UjH^(VU3!}
z<Q&v@;{v;b39|$c!&I=GpXysWd$Vv0Vt#6j<jOgCdEd<O3J3_uz$`;v&f`QQ*r|>X
z_1f~Pwe=MuB$fl~ajL^UM?_MR1+%7Ox{6^q9-JhgjlqPepFi{WSv{r~p_fg(ytW2v
z5j6Oh0A=_dU4Leez<Bs4m&cq;EAY`Iwrpun*9<jRR8;g_;K==-SUgZ-p6B=pG7;9{
zfq?1M^t45Mc+QDJre6P_tjmD%;Js=YO_bn0=ahRS(7d5fzB3>WA2PXVB_%wtOUX1y
z`<Zf*p1}wAo_@Wq{V5o^u~?tN>mLW=7L!~tgbEd61qm==NHP*36WFh-k?Y*ZoVovg
z6~_6Xc<o5*R$>%Eli1_qqkyZnzr324mkHg;go#m=iV4h0gwdoCvqs?X4%{XTZK9sh
zCp3gZ`hvUDhhD8NO{PEz146(n!boC|sVV>5WN+j9*VnII<9-)}z9>jJaQLtlXK3Mz
z7lLX@_7OXzJyh|zaMYl_lE}xQL#qKEajZ!62K9^#Wl$6Ysn4fgF_Uo_NT^|GA^#|4
z$+;l{dXA4h6TcA}k-5M}rg|?6sS4(l&+*!)uoWDi82t9_me@7ubf+6rAYs>H$(`#H
zp5{PV6W_XZ59kaOe<EuR4z5_YE<r`!VT9dc1d;*{4e`KG4uSu%Wzms(#s5T?xN{wS
z4F8FP!y<rdU)uH#=DXlfAc(GGZ8E@^l{iEw8dY$*W8lluP@sRsU|<h<?ZoaHVme?N
zA)a+3Cf9_z+@xuEZ#;2M6a6hO0yPxK9Q&4|$9MEGTY~||8z{r%M!}o|?&CYK9P=Ns
z0oDK(ACwAwJna7c(-n$WmW8j5H;uSI$j;WnCxVKJ5wZ(uX=(fY667<o5}u1l-rgWn
z9SC=B>esJH*@N@Zv_9*hSP&`=JlPz6@uGFFTBONehHD84RxnM-EZp?BBxldkD<X$|
zk7?!rgWz_DrKa`<%YMLHiEr6rwPu0=M|s1B!6MItBL-kkWE+f*Ucz-FOgaE-9ry~v
z9uYY?lUswV(IUOtvqlYAG@w^AA&HgVEx$%L?cMk0*za3KMf;0{uHHWo_k8@I#Pw&$
zVUr;Sgn93nxQ^<J<M@+!5o!a@qk|gbT~sz0Dqt{hyV}<&zGLe>2Otaf9F8&tGDZY#
zKvzu+V%(Q8T;PjH8&>Ol5EUKG>Zf{BG&aH!sg2xU$Bd1QQ`wsiOEL#ob=6Qca$Wi~
zfJVtonV4(YLGe{0L_h>PWMCI`7}?k>3mSxcAw=nLNa&Cg`@VhKDI6A%hItJt2Gb!V
zlHCtHh`^&3R45SPKh0CK(cErEvMf+cD^F}q5{(@%=Acr8K@Sk>5W$pk&#7V=BQa+y
zqTUkw58KI>$CNwl2jb6^U<6rPbki%)J<puk{4_rw>I|qzE=}Be7vZXZq5-ZV0@+~G
zGEY`m6hz@g*swz7*SO!ch>CZKLjx|mU^%G6r<^_i{9U@JPtp(UPpkH)HbCXZF@okm
zd^@dgLYZ=w&uImxlekV?G<;Zq9u%dK)@{R`tRR_veKZiZu}9Y9+u)yMu$An<a<1{n
z9zR)@MqC<71ONoaPOG3=$|vcJY{E@tt;cX4w71L7FMcxsHf%2ow6a<c77K-XRk@jS
zkx*tK?3pSc1`M8(6bn5A!^hw0DhSmR2n&4|VMt<;BC<y1;c1^#DPTDl8_|<tG2CpL
zSCE&djwpC%s9==T!D|!b6CONu3d1e7UohiU70Rw+=NS;X*51zUK@-(JXtjRkp$jNB
z88CO@z;VmjQFqjh=s@d&ms16C468`AYvSs1akaD>(0wS3gZmr|i@p8aqyMNG4wH#J
zmx|ZT<S*>h$ZGD#dDg<*GLizecq<`mU}B|hs|wy7jEIQnN30QfzVbH9pTc284aCF`
zLuz9!ZZBS6`;`6?C$uJPTtfcgncv@kJLG8Ao>Qf^UK?UX;~0T*U~MQfT|cdxapb^(
z5BF<zMgoRA2Y2?L`uk@c`b%6&iql*!M072H0_bH*OZ^pzLYbN5D0xqdLXm;0(<8E$
zBl9l;<b=px!ywhYdkjz%w9iy!bL^wot$`Z53jX~5t%aR@Kik^d6K7duSVF;LtWTfL
z$j)|nSu1;QamCvD&M<Nl5p5*NOr>|OtpeC6&=1aI;va(<rE&$s%;{obX{eIOvxY;h
zg$(jxa%o!p_5e02dL=Mwi78v2G10lB>KMgMt{t_HG#1tNJn9)qVPH_z*I-ndIeVpv
z13?gU9g<YT4<9?$+T)~{$(|<a!$-_C1bPJh=El@rTyl?ltP&v~6fPvPGfsaF<=%td
zq;Fd4z6wwca>sq!xndfqDWY+~4TE<wGgoA0W*#UKml-JUb79>%Iq+oDXD&I5*3lsh
zMR%ULCKM`U1CbJZ4@N57O%mBcE@%KK8a1{W|Jx>Kq1JhB2BNGv$~|r_q>)NQ0WSat
zICbVD8=Z|XD(W-<!93JS*b;SSDret7r*#WHeC${x4xkXaB@NWew@*?N5+Xq&5OPX#
z$TdHcE;qm149XR<V7hvG>3tPW+vojX9NfRZ)m+J2d)J&}#xmqe^kjmkp)x|d0@OfA
zh>TM8Bb+pPU<iBuC8XqwL~0QiXG9oFVgh+W+)FPWTG#&_P1_o9lXFdagc4mc#v|D<
zLh*8Y<8CX@lek$ZS<pRh3P`sfs@aXU4PlWSSt_Crh<zSBUmy#spFFVuR|FF7f-H?x
z>$|sat1%6X`pAd@FcNYcMFNQv5ogHRNSu-RK7w))Y;-=k5w{RYC#ZU${L&uZjnD$f
zLpz)!af^-dw16J}p9bVv4`jXJbVVTwK|*0CC#;b7G{#d0xFn5(fy7CLghmB2_jm()
zwB<&~2GUBNV=tGN7N#-ob!$9#E1m*^R3u{Y1+~hRJzQ@PRU?2E#v^necke=W=@}<7
zazqFkZsScPMq#QdovgtAfz3kX;<9ox!tf9sBmo!H3g<5M($Lxgb<sGCj=I}VpRJSJ
z4!%|N7PtT?c^78BczJmhKf_{r4TCQFJBkiD^&=xA<$l7~OhPVxrDUQk5tUG7Y349!
zdg77d!osygpu?mPpo-H&f$|O4FwR3H6_AR!n>W4p`Y>-+uI=i1hv$yu`p%w(dRx|M
zUjr}l+cyR%V=Aet=9hB-l`)=)tuo^qaDNo%oic3hIu59SPmYI6sF8u*EXV}${>8Ob
zRiWL2nL%W`{=j-$U?k|~_S096&jK6S)9?uj_H1!1Ig&0ZC8h1_tB5BPK=9q0@ok3V
z##r}P$Uk5ph>h!@Wqm$7`*>&TSx5@_tO&#19H&EY%fiZv7!u5dS1ivAciK^YU|PQq
z_()D6U&jxE8}a4Pqs^ipwy#P5JUaW#ZIB6Hj*E>|%ilaBbK`qAcA`0Ae<W%F>y`XG
zTrNR{@n0(#E}4QEXFkoyx@d8;<k6!y54x!HU62$|4797jah|}DJ=u~zBlN&yltQ`y
zn2Q{dar1@lfwBQVSm64(E*!GD(u^lFY<YiMX(d#73>xgTY3il9y&wMvnSKR=26!X<
zxxGIUjx0s(_;DV1QP{(L0@`A$XGi6XPRd{tQ-bv~HQ+<SXO2xux&-2<;*>bT&Emsy
zT(e^hvMk6<LS>Ee_ze?=>=D>0XON=-WXeFh0D*_{jNx-svRY&mjgPHHSRA1ei>5n!
zj_#Iy1Gh!tCBcs5*#wvrOFWVT+5gxR(@Ml#B_(w4F_Ln&|F+@^$ZeMelssR)HB4j@
zp$9I8F@;ru+oXNxL6aS79d-!*z}ZDG!z?G#RB9y!4WG^~f9?q4AX&}AVVEW0yKoOs
z3gb+eckphwai`^bHwl)7Yh;MDc7)tB>kRaoaaTptf&>|=ok8>Ao1zCEAc0ZuD%=K)
z0Ej}qto-)bA9g*)3f?iL!4@ZRCp?W{4Yalu6iKt^+_<|{kauMuE)pdPBmvKf8IIP>
zoLP<IOeM26Z2Y@|AyMZ?Z17MNkd>9C^75X&E-u`?DpMr56d4K_s!o^sj-a(A?yI?Y
zXWz!q6OT#i1m}kEO#q*xZ7i-DN=lyp37a7?P&qtso*IG&9vpRGCFu-&`V3Gl@Ds!p
zvh8kdNyevzhz1=7)Bt&I4M`3wv<_d#1$j+L8CBl*;3bzAV^8@EuBE(u?(;L(=cn!S
zKi{*k$lm=IHi3(iNA2JV4yhiGEx8$h!@=z#h6O`A7yQ2?P==aPbKAK!GN#!W;TTc@
zat&2}SC5%}B?1eC1UO8`o5eRGaD!M}_5mm&1aXitYlNv*W~;5%KyZTc(1-~o9PJmq
zooCfGWHe$T3Rp#bT2Fc<HdnQrEzDNqTi#L702T{!?c(NEI-&q~Pl@EU@sOLV<K2re
zS`bc-K!^s9TVfUx63R9$S*_NY`x_TRp?GzBtRv}3NW?Fpa{rsvv1BsDTnlV3yR&C4
z{o+t8v6DBxcG?h@Tke9Ujx<V*<qqStTNm*#qx(&s`yi`g&9RyC{U%Z4K+<ety7^hE
znlayJyRhT1FWa~t8<lJ8i7*+f8gqokY?}e=)YR3_H?LSNJ#mnYN0z`28&-b?UUaA(
zJ9c1k@%V%g>}6axd4$TuM9+|B4YVyVD{UXX9lWe4>&ShOM;-mg?<7nfn*HsI^Y47+
zp`B{~I*5cCc|gbV5+Wo0K(bnJ<KR=!6uiq(0YxQG(jXyq;Chk?Oa8sEkR*8`Lc~5!
zm;Snbvq)0p4r%Tmkh#w{4kgXXd>tFR40jqumpk)L#>^=@LpRD4?7S~<*)?o!?;Y2a
z0jNTz213KA-01m2@&FUC9fGcjE7sUyA@$E|#B-7u5n2Gza>#kx-rg=MB%nO5*TaJP
z@aK<j(Jy3kFb{Sf3=}gc$1{)hnkb9>CnN=l@PgLIOIzjGQQ5HDGp2m+q37ZeKdTTr
z!bwdkRPBf_P$}5d-gxk#k@rYu0*PoODIbdi9>aZO^P63P>VbqVNn#>9hZeZ7r~lgo
z;nrALd<FIhac@DEJ&#5$(??dF&&nd>afGLllXc@pKay-H#-OD-m_Mip`hB+W1QZ4s
zCF&VXXh?I%RSu>fV2swLyRL83lDj3fF%qZx&6_tUJi1FE3kt-C1Lz2axYVvr2kLv!
z*tl&|RW^xYfnT(Xv|tiLr9tNmsdT{gXi9jF6A4;;85!~EEU!kH1D6wBzn()-kPQa}
zb=(xs;DES|12mD)I#d%@FLC{%!I|cDPh^T^$G-RXhakHEx8ra{T_D@q`oMjlGCh8i
z%H)A2w&f34Te8W_LwR}m3X`@Sa3`|ku2`@=%~>PwwFl2gfHq7{qpGSZl!~6Q<Yc<F
zP~+f<;7L&#F!>1gaP6l@FQa1JT3pgLlpGYM84#-v*l-PoBj^A?yDe)O_~fZmr(ozK
zj#Jp^TXii-GiRUbH{d=s@^~J@6o;ebF9dB-w83E~-K7dtSJ?nA;_XSv0Ia{vEz|FO
z+qD{lNkBKCa%!+H5Sysq*gw$_6Y-w@BgT#7^sjcUD_>4wD}zFaq(;W0N8fK)i653+
zi4U%ixfcv>UxJUFw1d5+wJJNJEqDL^{jjIU3dRGrUPBZS)(_5bctwTk#{J1{lSBR4
z7u1B+V7y@-ANjN@-XIX_<I06cyl7Vy%+>)o0$^;p){-JWF_OEbN*eT&D0ZN@bH&SQ
zqm5l=@mq^Ihzboo8UugkZnu}E-}>U=Y6x2pEZ3QEJ@dyw&&bM0Q_#bZg$9IH$Joi*
zIw>f^Pyk5w1)>k!l`wRUo!>8KmL#h2N=I>u-2K${s3mPFH%ozy4m~%wxLC)=CUb>}
zPRUw3!>2-5fzl0<c8aWDUp3}yDplMVaU50zO4@k<gZLNs9=B)U6BCjODMH5f?ajdL
zLW)#U8Gy=g&x0{uOCE&-HD|Q2PWtwWHN$#o6hH^SFUIg!PJTAUy!+C&uv9%^P~CqR
zqxnQY2j^B-ZTlmFeJ%ptwULbL<sUl!u=y->OO)7j!-(VdXV2o;UVsFcG+1VPCjGOW
z9Dz$9hBDT5RDcL}WBDsDYLKgg=tnXhXiy}tH9S0Q@?%JH^JaBp?_EYm$7n8ATYj}Z
z{j2l<Z$#i)rWN$G=j$8OjU^*+U?9p-NeaX9PM0FCg$Kds+9xN=TwuoLe}~HU3dKhv
z@3=E2z`r18fN0asi}RKeH&(yFVKIH~%>g0zrnE&!^Ux<J9XuckK^a&=c&gNElZhiO
zcob8n(JRNMCF=aMUvBnFA5WM?-)am}cXWJwT+|2B8evl;YmFU;*_X<i;uXPw&m{b!
z?Ljil7*p{o>-HFJvA_sEDn1$4K|PL5PIhRKIVj1D-AYVd^85+t3Aaq|XJ&@)Xvy1&
z%oD_3C{)`pZsPm=b`PgMfB+ImC=elYf?LCkC2N48+RQTXECVvbG+>tbvR2@g@T8fO
z%_On{fW4PUtP|5Kr|ypuoi%Bvqvg;c=ef#f0Slf4#voLsrlCPg3|sPu547oti5q{-
z({3{0s;YtKT=0amMa;z8HaDQV;*9{TBtJiWFB0|z<&o^#ix*1=$7dt{wRYqJbMx~v
z%5|8nhL4n%l#o0-iJO3MWd{nK2z_|?{!<^BG7Y$U=V>^ZUK^;sZOJ|!ioo{Mhk4||
zE+`xRkck}>x9azj_{%ChYH*?VZw<^3+Z%Mnrcye1EZ^~;3FUj#)oK1qJFx$mR%|(Y
z!p!UnZ2I+h3LPHMb%*xM26+7><AVOeuNue?C=<|qS49Ld10)F<nVGB5)4=kH+BZ@P
z^<-Dj@@~|Dx*MzLX^Bva<kj{DjT@H7alTS>{eC$CYz@F#lFu@OT7_F8c}ursJN%-!
z>(|4PuAeOpN+?l=K7gP?Y-(x@9>D~LG<()hTt3o*n?-OpH{2qUIlyI;=L2>meLP!u
z^lZ9KA_9Z(+*F8y2x%~<Vp$QOJ`xxj)9z3Hc}t_x38Q!dPIk5=qI!pz#{y}`_2$-)
z`UW2SUb5i>MlPW487o&I2n|CPJ*)U;dhA1GeT>oJDKL024JV>xnY8V!{|7AiM10Yi
zXKaumb|E8PENbWS^O*p7EECGcdGgROco`5kDzVAqZrwWD5=n`yqQR3cj~uza!ep<^
zN{OpW!6<?Qh#C=0x$lYQKf4V>a+V&wk1!boix7e26Yi?=YY4F=cL#eN5_15TnuV~r
z^lBfB(2(a-Vm{6i6YOMW!+i-q2?=ZfkH4FgrFb3dG<s+R(LF*tgCx<LFrAtHr1III
zXSD1Zetrlt#|UeDXynPQ0;op(BH@S#ss~{I?G*Wov+1Jk?DK$(GN<43=XY&_d5lz*
z!)*2A2#Xf%`V$+(&mGg)3>J>_O-2|%F^k6=ii+)=#a8q1Twvwf3BBeEc;UGF632RN
zbDV6fkY~dC#cs#L!c_9}<jEz7?FlC|wEK>)AGygZZk~pSV+3v$ne5AH^%^!{qNl~E
z88Js365#;goe>?ThuANrYA)Uq{$6iR28j?dpjs;Mr<6m3@xR<#GlRGGZvwZ2Q&6eq
zM}pq+4T;kT!$k!3$Ii|_p~N7;u>Rk$nho+W7~#_L^(}o}R1Y6@%^Et4J7I<zZ>*Wq
zN_=#PhIaIK3%e9UK73k&nYe!2wwR?dX!)464+HrDg`LI*wZu_{ucZZX+bm%A2p*kh
zjt4n9JbO+YN`Q>lh_+EEWQ-fcLK+WJBk>aSm2i#pmmw>d&EciP2L^FAp5?jk9(K`M
z=qDT!5j@WlQ@R^lHv|1ZIyW~@8{};vPy>Vxoj><`;Q5Mwa&vZERQlzQ$|rd)AoeG$
zq||w*)0&&X!omVEdUCE%voT<4eBRx|BV1Qf``u8*%mV>sbuq4_r8q<&6p)$C4cdmH
zN0D~!*_{o;2cgXxsG?v!WPY6RJM7!j`PV?75Ha8j@AZQha`5osP)ud;K`_I>2O015
z+wbV$05xv!Q2PS6#MJ;iu!9uz+`uK@_))3`IsCD))U0of+gb9j2r8F0y7hwm5E~_o
z3aC4)$0x2__3j-jRBGWc?(Sj)9P8@ePf*L64*@730Fi(AaI}!>3zOo@2nc30*hIK^
zfH055x;cPUJ2d{#hFb{t`oB^29^hQ}ZTP>vSIZ__kx>bevZYc|$t)|$3fUAgOIB%0
zSw$Hsvrx85iLzydN=8OTh~N2s?%(nIAOGjLkK;Lx`+lA~zTeO1{l2dAI?va|g1kbH
z?DT^AWqg(|&VCX^&vz(E@#C-xOqvd^t`QF(KBP6bKeTM!{va%QjP<{=6D2RD=KeQt
z^>!QnY}%h8oqoUX>*GTbwj10^ii?rRCT<^_(ciz%Cj<{!;=Q_z7ccv9+qc=j&@C~}
zmk6>`QC1GN=EhM(oO#tU8J@KN_Ka#Nx_*s<oAPUppfwI>9FRFGM~<4BG9pTiqF3Eq
zu6^n{E8+z=6wGf0b5P+fL&NvhZU;tF<lIv?A5MAv`0*+IgKfzPZ(&N4d1Vl)4vAU>
zM>>?}|CDA+m2PuhG-nXzixN+(_pIco3k93yD!yccQQ6C@$V@Kj^KSG7dSuLl784Ro
z`a7@01LCCOfIpbI_yac@5S*lhu<%aaX}L3hBF1w`#l2uRK78VY{@*BF10TdABMtnO
z`6Z-gFc?KYaG2HBQ`;f<IOl1icfwBrxGU&N)p+fOojxZgFi^mL%!TqCHb8NBCGO+t
zf4(LML;>gw=;<3D+mv-F_AuLF`~n+quwn>$P5tY+YKacqt2ocle;SV&Ai#%ajKC}c
zKR^$Hs;h9&VrvEJguUNz;?$wI{BVzN>$YuSWo2b2(#O!MT;}jNSk)K+*#w11q_)VY
zf}(TKCUW>=_JWjfDn^<(`aoRFDScU1R&XUuM<k&o+AO`r3Wn1=%I+c%RZw_JXF*|v
zmVwrk43hrSBk=m8Ps4O&K~`thUKdelab3B|t5=y&(kA{}M#EVPGfET+&5Xy7`#h7B
znCt?&GZP)poeP0{(?;FQ=kJC4)%b!I*eC<jzId-CA`fk3pdm%9rDd||pw!k1dM$@|
z_3ZR7qhwY^I1F$LD7|a~eCG<B#O5CzbbuJa_la_2hqSc*`2-Y|up*G`t!nvw2v?+)
z+JxZ=<9}KLBx^X~2sHzaN{Ay8^nvnG!@y0!G2n%q1lt$<Z=v{A{=a$sctK~8C1b{a
zY8ZxNLhG*p1k&<9vu(em%dQV`Xfw<WGSHJleE-m$c}Rlb4K=m2jvhZ=`(WQyuN1X+
zd#%=1|22=zDSeb`et@43Z)En8By8{~dG5I|cJh(o24pi_#uZOY{+x)r&OtghJgn$m
zm~ar20~TgSROvFWgW!{4vccpAMFz=!puz!ort&|B5*pk5dkmf(q2=q)qhSb18u-Q$
zGc_R^G@|(C%yNtG{e)P7iAIdB?aVZJY5yl+Fqg!B=0TktOgPJM^4Ncz-o(XK;I5Dx
zf`g2hCvbLWvxo0eP#6FSiP*R3Z~V=}+`>_Tm;9u-8DN})ONvy|(vx}O@*lV&!opIZ
zJ>%IRO$Jm(e1h9tr_RKx^P-0)lw`uWvCj>+?kvIojw+;5>OwlE9zq-`MMZ6P2@2d(
zV9c15dL=fcwC5V@<{H~V;3<W%&>)YPN1#ixxo$@BTMvgHv8VL8N`N4O%$k)~kT#rY
zcwR`{Z@jkPR<S=~WN`G7tOjX;Ah{p9r@)AZ_@ZpQ63lxXf`YNgG{bF&kohKJf|{9~
zm9aU|y&*&a{@<?M2au>8a~We3jH8#m?R27s8;V4(u~WMjq$f>uss^cT^vw@4ZX&)M
z4rL7E4THR6IFO;0ic*sj{TpsJS_*hCPok@<!ly`bCtp4IZXOVaD;t-*UE3)!VH(2!
zDJZxQXZzVKO;7*-KSh;CFu}YcvUdYMOyUB-4fTHqsc=^O-$Cj#{+e6{v1WUP<HwHG
zn7z5GEfW2}9JNoo+?VDg1@4ok=}PC`{(=7NIAf7xvW+gT!S>U-I)B52!X0IZQleZp
zxWou+6P`*NFn4rEh&zEhBHFs<p|-)?31Brik-iB_PFA!3bcq9Y*GqA^gRn}lA#jte
zDi3~CI#PXLm6blaZFipOjFuL)?5T1FoI98dqnTl2a4%mMVQs?P34bHzJEAz}afz0A
zCI@H<)l}D{zOZ?}Ey3j4{c&gGEq;3hAy9+R*rrQ^aR6SjL#slFzoFel*JSJ<@CeT4
zTn1qp<V6)5m0sY5v5@U>=sfnUV`v~m%k9EussQ?ZovMq%4$We%?RKf<;~UAH6mvR=
zn(M4&`QPtJ#DZeb_s}d?7vet>*k_wkdv`!-#_g(sAnCI^!~IVUe|f54N(_qv$u}6Y
zQ#)*h4g;$>!V?K-vr#%J8kWCo@X3ZMP#1h+>&>aVd+DjT;*w65>X?l^HGI8Hj|>*C
z&R>L>AT3_rFZQcB32txkOUn~V_z*~_1Vs;G;X7t}PC&kbLw6dX2u(cmsCG%TLZ!BN
zm(`tsi<llw!>@uXi4d|uX81j0fm0|QKq$7CW;`mA=X7K(U%^L2M+BQ;f-A>hPWN;Y
zF$$XPa`gSna<);KU+}A1+IEFY!k4ukQ)si_)x2{1ls}`z-p#nZ(Q>~WT?H5wRx!J_
zuh+sjU<%{GwNv4!-}7bnd;F{UVSsLHYeP7|B912GP0ff0@qt0uO@-G69_?L?@)=4r
zFVv{G*rU`g%B+qZh+^G)4JW?9Edl&r;Y8gAc|RP+ANYj^FqRC%QPANB(T;RggpR5V
zI0Bk@5{vcnD`%-0DEPFuhE!D6HFPA=1l8DiZ&MRFMc`sRd^q;*+1nn{c#1{vDAYqw
zHkjPHPE+XS0oB@S2xQ3IFy6m^SvB{hc@k?<up!GO*R6qPn?gG!8PL>esatVC=X-Ad
z@!sJvxaS~Ki71!OPME=T>qH)c^F92S5$9J(Lqvw@db0S)Fk-ZE_=T%rItGl+nPX=1
zr%TAV95)rqSKk%lYQ^-G2#0XI!cD`2Q;>9%!NnYxiCc=axL}|O?cFPg2D}=nf5^E{
z4ln31kg{>=S<pY`o%SDyG=}-8DpEOC7+xl~54tHsJ4O4v|CylDqkydaW(i=VSp$M0
z@vI**on}<aSEQ)xU_Kq3Tt^)->igGh<F5F|s{`DsOf0wQm#0i<_WV)MeBe(ln{FiJ
zbdHbno0}i;Y1`XNn3o`4%g>hCpz$o=GQz!ZS|LX6^!%;lV+J^{2<shZVnSkK?PH%M
zRT68)cb<_UhPqf(R5blyV`I+=A<F!OI9JXuMX()GbpDvZhX75BR1;-~eSMW7ua<r2
zFf}n@fOLtcYu-XtSy>3OP!In@z%5}kP#i1WQc~YPB-6~Em6fHAKa;oyZ(#iQneChh
z(F2kXGb_b4%^oq<mkSZ)sB)d+NcRXyXWnx?(|RiH(Nu-c-o@A^a^pnQY9nk%s4vcP
zpYKI%H8nLwIT&72Qlhi)CD{-GRq(D-F)P6{AJlV=8B!ogyCAfJd40Qe=WlP${R48F
z>nFczK;%1x{2Ac|y^SwEdkC>OAr8+w3-eP`KR-9u8%|D4xQM;)ZKDM33y?(o<nnX*
zTS^dGmVS;R{F<OzcTUvqWY!{A%y|P})5OMxB)31wdr4K+yv5BoSv6*-h3q(;Ug+So
zP%K->&^7mFhEjt0B%UrrBRaBt&gr96hmZ_6$+?^Vyd)A~al(rhj=2_s2dndguaWq~
zb3m?r@^<1MS5C;q(?JwFn(~*Aa5#wFjOaEMFZO8#o;rrg3l~uxPVheI<;<`AQrC^E
zzor_8Ym)r4Xrw<*Y&33OyIY?+<Y^wfuxq?#=v8m=0W&5qFLD0K17Wk{`V1y(y!Nl>
z`J3!4>tGY^>>FX0E4T6p2+)Kag6}$aef3B6fYfcUuEFU6S2A$|^)xAGX2L2*7}_Br
zA!LidxpSlannEFO0=ZSk3}gX^AzA`_xYulW0{s2c(C^kT==l6qVI4u^j#4UTOVahB
z3s|dwoc`_IkvcDF@g`8>Cx?=KkN*R|!<f!197N&kY$MHjRX024=DnhdRi{Zx$v=FX
z&!OC(%|cH#%C^TyaN2LrwHe0xM+}mS7ngSM|JIMteOm(`0#n5QtQ;g<a-+wU2~i<<
z&$jPKFX6=bPxAhdr#d%UP`50!Tn9H8UYPV*&obr=N)!c{+44@ooCWO;%ra^`)8OmI
zw=6*+C4romy8zoVG&1^p=5-S&GbB0-m!I=_BiY+SxO|m9PTxf?2fqk>A0wP`i8f5Q
z;VMzK!0UegmXN1n>k<lykcJI4EnD-ys06VVc~7h!h!UK+-<Z#%M)P6qyNa#yyn}?w
z#(2)D-sFLm0d1O`piP2n_o%1it%xVo+kqb=Q$ilT5tllq$U%%)K==H*G58Tl3`~=W
z;T=*BwTk;riX8J2HhfD^_4dQ?3+&M=%QaY8bn!An{05!#IrymQBmYIxa5E#XK|pB`
zB|1}29&9!{N&Beq!?!o>ubw6qKf1`_k>V0H2Qx_n+~nx~8|(v)uF6qBT&ETc7~f9h
zM-o4RjPx9+BD^-d5bkVBFu#Y1#hb!mnZXa&^>dp#COG~!lb4)K_Arfr09DX44@x5m
zmeR8ejt_P{zC+C_VMPnVk&AI+GDb#dDtSg`sUbu?t8SA?>q#|!GgVgB>wVC4UExQM
z&e)~Ke8~r6Q9D&^H}8&U4F5RA(8&@P{P;1YfnHPk=zuAqqb{yQ%W-Vv2tEzIu9le4
zG3ZdbDE=U3e#i^RMsyTbbz4BSAh~E^B=-iB95w>Jhv@knHy1GhfX+m`8IS~3VlD>2
zCP+M^q&p;r7qUzM<rSebnrLmLAj|-HWZ9r{k+3oDa@ZO%%ky~ln0TIvrtx=jv%gD{
zl9m{!j}xDpEyoP1b!v6`weQgWtyfq6QUsHPH6$O<pm#7yG(UhVrhNw|1<`9@<=wM9
zUI0H3iGRWS8uW!-4=BKkOP&RpZd=qszuzdNLXEr#qYjCv+-R4Rmd5WT3mZ`93s{@2
z5r>N6pMf=INTqeFlyca&&qLfR)h}dYyeZWE2b2^zEh5%l1%(W{3DM9uh7T^L>|!s<
zNEh`Ah{7D<+F1PNJ<KC@V-%4g!9YC5skIM=H;*VXU>lDVj*kHThees_!0*H6f_@FB
z)tP-}OImvmP=6o3K|>N77z$CLAKV?RICc;tsyz!|FD!x*+iU%gY)L@Zii5<uQ8$J+
z9Kl24v7wm4)Qfa0s4E0iYaOGqoqX>uh?zIU{1sz`JP3eFanCDsyu2}wPp(%eiR<m&
zgwZD9Kft*4-mn~KGZb%%JNGZo`hYI>zrgPM_b+^VRwq&Yho5tFtR{}_&704ABsWEv
zv5E{2fBjo-X!*~plP26tIzH^D@S96Kiuy;#4V}0fIK49F9#b)LFUS@Z?RdM^QASFY
z_Mka&s(&j4r03mJmXnu<zD?K4YQSKjBZ))P4aNkVp0%~L+!c#UQkzF|Kf_D%|9A@U
zy2Gbe_NVCJkt5`(i+PWE!v~f8M!OxD0g58wkKGYyS#Wr6$j5txe-FvJ6NDx@if30M
z-vF|!6U{*d%i9%gn-<U0bg;@Q^T(R{Z9Y%C_u={W*D#V|6h@Sq8(-cX^`}d|Q7BIY
z=9!rtT^gq$Vmc0b1M=0`?XMw}KWeC#epFLdI^4x=;lhLWFGL)YhVunB)!ou@pNM~Q
ze#aA+iNTjD)qgkpRIWvz9GHGD%ApsTl2yt*T@#5-AOlw<AN(vl1$`0CV~(pn+Ftlk
z{2?R0_##Ak>u|vt#{aktDz)?#cY{uy9OL`Chiu-#wI)cm9U(932ByrRWR*=}97KJ@
zSq>eesMFmmV(Z>(6)_s6IWOgo(a*E|PQ-O*R&2dd>iVtks9WskL|AtZbuZX=?+8h(
z>UuPL%1-N|AO%%V%9Lw~%%=*bymW!E(6!qV4C*uuY$v_GM`uvt*f0oGE?-sST76i-
zl4-iNxrgDo`;e}@g)DAAcMMMEJ7Lv^MB6;{Z!Qdq1R37KY1OMc#}lR5WezHlQXDD8
zN%e=OpCI0V;TeF(7SQ}~!!6nv&7j-5^hNk{9}>p*k|U>$ajigvGiKc4y6B)F`OqHB
zVm{tDo87n+xi9D#N!;+dL*E5f>>qyt{$$mMHBMQdLMz{~21ZVb)@@-b5Q=3!6KO_$
zx42NfF2m>0JHNbGw^u<_D{p)^2|n9HrSH7u>cIo@9>=NBfxZ6woev`n)3!8BYB7Z-
zIU~ForK3yK`dch5EvrU6j-EK<{M>KnS~*{boUAO|D=xP$#X}B5?WKc}ZLp$K6FNb%
zx(W00&n;i?PX=<!gy3rse$P?^zvDfxy-)U=VPwErZ;=3V-MGBuJQRLvt5?@vd})qn
zPpX`}*s0*b)4J<KeC=w{sf`_M9e)gdPW-lus0qQRzvuL_<jTG^uKV_nf`3>Mw8fs8
zPkIB;nTr;0AQz4TS|G6Jm2C>cBaC)|WJ(A^5RM4#ul^MAsreVSEMfMJURV?V!H*8d
z070?97;4VR&;KD}e}M$dHAKA{?cL5|>#cp?93sm-@wd3AsW<5}e{O9J!x>u;a9!!@
zFg&N$PGgL+B|{mn4~U1pc*Lei*&Cga_EV)&o<nb~jW6a~r|>LigqcCek8c#2rW@QE
zR_KqKpJYzf6Sa$By`wzJMl5#^_x9SzrNTT&x^i%v?fLGqY)r+Ray#i}|I4Q`6IU4A
za&Qz<P~5?)i3ICUD96a&f+5hct8sUe;JFC;?epc+bQC0zK{ij3Mhq?j5}U>G$&O!I
z-fzavTa~583V#xsK@9_gn6}ssE5k3Q2c!>Lee`?xAj%F&cf5--ol;Erl|67Kp^)Ld
z7~&K8KNHq(`E4e~#*_gKO}T5lXLKkit^_SiZv0sHl7q%S#HmNI_E$Z_Ks7^rddUj4
z?jQeab1d~mPcQfmd}%Q$3}UL^D?rJ2QW$O->Qoa3u;7uOP3f3_@@149ewY(g*FR2w
zzJY>&w+Bu7dfn%f8<cDe(4PT3^Ze-XLlaxo76(EJ)^Zwjevt3jaJtpPNohKCA09sB
z%wLR2N=Voc@KL@sHOgl)(FAAn##{o(^~AeE##$)3hMqSFYT<3d29-YRy&Xs<;&F#_
zH?8eEW6!d@8MR>C*^P=#pO-(6dP<xQAg%~sU&A2*W-UwgZBZ|^awFub=Oua}C^@*C
zsOoDf`JysYZ^XcFQF+5tU@ej3@~!I@o!8c+Puq$$u)XxBHM4$|s(vKF;<in5JmcFr
zWr|8VZ$X=Dej@x=;=)s>j_;CPIUZbYYjo&=hom|;ncgD68g%|$>l@r?fqUOHTDRj!
z*|S*b+}hSY_~-5ylVa!HPy;##Lm!v)Y5|e-<Tx&S`~@md*dd8A`A@(??S&EUKgpUB
zw=5#4VMLygJ_Umwj7zPft1u3!CK^C4L(`qyq;a**hE!h?n~%UX4w(QJmM9E2ZjALZ
zL6C=ZqLSS7&G<9+mI!zh)xQodjyrQ~;S9Hjz)t&X;z{!*5mz&4M_JR8adGodSp8@Y
z->-O6Yj~t%!rPqBG1cX|7XROqJ4Os+WnSbqN7Dr7tFU^^6bvew+8l2h+`*kV9HOBw
z=<w9|+f2|wx4}%RaR5$5o^#B5vvnff53s3YJE#GyV@cg@@?#iCw-|O%sCiN-XFYiq
zUh+`xmfS@yI1?VXys8jRgg1rcYM}h!#Tg$ThfRk8p)RN=WaM$lj}-6!`7fk1fOsI%
z4H_=^A_+9-inhnBK)?F=v$Lps$%BD`6B*0@v9>)RAHoM!fHJOOEP*|JYZXm*&Cqm?
zO-gH@Z-Yfbh6x)^w_)5dz5^ljhfcjI`1=+G|K*xN4H5UT{MV<RX<ax*`!%B8yUg;$
z8Ab|q?xow!OCH+FSr}@#sD=N8^>RV$=4+1P-Ve;(FQXF*<yo%8vFcj;;{h>>`r3Nn
zP}#C<u>2i`bL;UE*?vB#jFdED!pRY5sJlPkn)v#11B>zivvZ2=pJu1Ff!#erxjudM
zSo}b?{-vv^ZF-M87KRNCshicnSd%l}$LIGBo0!3oEu7In`>=Cyae3c`=^uGLB!lBY
zZi3E<@gKMN$RyjrM`a#9K9TS#k@y2_LB_p!?=W0J%6;A}z%^pO7&5lS?=;`xLvcLn
zG+90j$DU0U=TY2PQRqIQh$Xpn`KPlFLddXk8lz>)9J+lbI*r#q`TJuv{WE76eJ7j7
z12d?7^J&>fwA)-NP6<C-fAr`E_tH83;G`gdo&0oF`hpCHXVfpmFx_4?zs9_8(>K_4
z!wk2DRphFXteR(68OAFF@&FHhX2pKk%5*--UZxQFsqF7ywuyq`$L?cR`_9ogzU~Xp
zmXrnWX#kzQu2$4{hDQ)b@PlF87Y!!?bmY-nwhv}}_rMZWgXjl&sK5e&&zN|}0G7yg
ziV>gH;Ppqg_`x`b$D}>9KunTEM1E0rc6zQJ{gSk0W82&JD~xD#C8CE>x|05a76U@u
zRr^7IMG<ptJtuJ>5N+-00st5<Qdd>L2f?ladN5Y-E^8r*w)gMwh64YWbVC9du#J3G
z9cfRAQ04rFGLS%@AbjYLZO~NlT8lR}uIfvjjeM+siY+(<9dD0|^rJ@{Y)ei8r(?NK
zXtNqTQw{PIE7XWSa88_G<indb=U(mo{(D%W=a1Bn&s|{<_)Y6~ga6CqYi2YS_!-X9
zH`V}CgGr`WSJ@JNJT$nMjk8ijRoq;hh53h>BhOtKhzfHHn!i-K*H2DCJFdAZl&mG=
z-u%hnnjeEO-oiQzbx=N#AeFX`&YYv68wFr^+&k<T0OO|tQW?Ijbc|<?rL#MU9fENp
z0y{MzNCh14udf&Ip5M#4Hm4m$g7avez5#$la1}TRCd+3JqtQv9BhhKhU*;DOe(@~p
zW#79<@$k~pRuZJfq@V_;JN_#Y)W$~NhL0a(cz>I4;59{&Q<KBOV_@Kt$2}3_4ew=Y
zOL293-i0xfm*p&)XMNnlErVWes9<~gbcRjDR5xd5`6idKh|AsE<nKRd_-m)ka(RQA
z+uA*vJw8@U*SU16o3z4+?kTh$p(9%)8&J9tFvboye++nT$(geW(hSVHR8EyP7i}3>
z>hx5sq(XY)$d$;BB<9M&?TZc{Bd4afuQH4t*m6Q@6Nv-E7gk$WXT7+l`NwoU_5<L9
zB)1-F9m2Xf{`8G5LymC#|CXe|E}l)toli#uO8B0LYWx2Qlmg$W#Md(tY}mt!ii@{<
z#KK6k`af7UMipcm3+bAm%1)t!PvZ9@9u|l=sQpVkuO;TCikuV1VerAj>h}kShJima
z&qtLvGg5rKdLXJ?Md|1El)PLjfDv@AuS-32-Y=oG@g4^k=M{;DnNvNFbF&$6#SL~{
zyfHoSs)d6|88?;h;$Rn9^o4)tE0)C-I3D1-(xBd@z)M?6;XM?o!R@^5au~<kpd-|$
zKWNn^zlQ8a5!txie_ijEM09LKLdKv3z3L%Bjh`|^s|U^j=yrtG(w;nd_mql}0-jnt
zWQYeAEWXY$SbnLg^(vcBPns-~fK}S&ZM-mY==vr439!y#-bR3s#UHAwC`mZNXY#)3
z>~$D@Q6p{t;kLzIUFWkVs*8K$n;8oqy?;5~_$B^b>dtflO$Lat9HqXVChdY}&TK{H
zNB3{;^ZZcM(WfOVff*<Lc0ykiJ6iGk+DA9;pG7o|Hw6Pq{D#(Ufs@%w_Mx(Mc3;Kp
zk!;fR{)fIRXE{(nIgCD}l9NAyn<C^3^#)bvvXMZ=jb{toI(ppiymX|QJf+COFBrPG
zZdx~_hxOYHB#>Z*B6fDXM!yyJ=7<9#O!&^Y%m~5_QmCncP)PA91LR@A4$674&&g)W
z8k21@Ac5#>ml!mQub_URKPV1cP{=k`vM~+@zXaKmvkdC}rulzSpcZI<1|I1x*R9WG
z5aT(%U&ZwFm;CuN^3nS)ILgRASmW&|Sd0FAeM466$B6RhG-fgDHGeb(+@)(RGJ;%H
zwXUe5bYksn;W6v*LF3cnhKASK&3zi9>Tg=sMa8bS@wm$Rz(SrTB;>X4-|0Oc?%OaY
z8^=H{0xq4r0(hMqj1{z~cbS<dX?U7-9ucH{aKruCvHqtT|8A*~`(UxQm_7PV0M*pb
zxUFvU1yvpW&I(tfe*uk1M}-dd#evDHNnGa$<mVh)ijlKEI0RG;03nwI9%V_Q@8-~)
z`mpoU0Ps+YsDWZ`?E@u>$T?8Lh;b+o#yarQ_2Pawd}Q=Itn>MW;g~UV%Z7yVmNSEB
z=p)c_KpRDp{HXZ_M#my1hqG>?YNgbyw-0Ol9H$Gp!AH~NvhQ`p25vU`UrUZt7gyg`
zPd2Vgzn9hGNSiJY6e3`^BxO?l{cw7#$Zy|Geak*Q@h5dGx9v&Zv3*-u^cC9*L(A;C
zTN576ou8wSOc;EU$$6QQdgjfL1TX8jkxCO!<3e&+@u^tV(|qT|d|gAwr}057+Kz}@
zte$7Yh5?)%;I1JKMTG^Cax+JHBTQ;)Y5+zggjqa_^KUa>NMeMICNMQE&8BjAM1eNK
zdg@p9GaJIzLdGZXV%fv*5DO`qzsI(A@xL6@%0{N;ryAiD!YWo^^TjBk5L^@)ZMaqS
zXN|%*$b1CnIk6W269vmD;rC&YDAvyM<vs&KXLZGoXg~-=5z{ZP)YWFA>-1?~LN^&k
zP`?h{;Q8KuDvEhH=mFiQM%umBHHH$;1Lce)PYN|R(syON73q=NYtHPFE$DN^@rKot
zZR@S~289=0@EIArc{X`^=F8#zYENoUn)6MMP1+X*EhNgBvM;Mf)T}nqOsQF>9NW^e
z*l!yZB*f4}DIm%{UAO0J#Wq33Ce8cZ_c8d}z`>+LzJKYgi(3<wnl#pHf*gs0spZkZ
zYvN>b510t9klYvh4#M+B0_~)oha@NeuD#OArMoTC164H6T!Q+;BTVU#<gxqWk^(L(
z2je530SiX8jFXiTeigeNclFiYK^`1v(c4@H1r-bQ%5eD5Df0(&$n(qkk}#T>b7DL`
zX2fPV5xWpOb?NU2+j1{K?=B9p6K5-w-K-AB7Bi#p?(;s>6yvAeYuZ)<6CZD;?r&fX
zl;fIGTU(g*pzU~<ck<NZL+4lnBVyHMGie_$>fJlo$GCOn-(T)MQS9OGX_;<Hf93a3
z$!Qprzay`EnbB4(>+e39*UK*%$CMfkP10zOmZZ4{sqij52(xqGE<Nlm#LK#V^O%ZX
zky&b0QN<(QrFUfrV2A5OKWKPyrqK|I$uZ&a52-sv1)xE~3QYPt<Y?`AuJ<y*po#fe
zx#{ZwrtlGJbHsJX5D}k21ZgACn2ZOeK}E(81SJ7kP(rq20#jIpDc1DogK{Jx6?NsW
z^hP@<*JOz?Ax>eeSjTm`7I;krajrs*FQ02SCmUsf-g7cG^ny(X4g^>R=U-*73%{D7
z1LF-1fTY>kV+I{4^TNSi)fUmv(o)mZ%oLVe@KLT83$FQ*Ui6&ufT;k}f%n*I7K!tA
z2tbl^*&jwOYxLB<fI%4sI>=ds{YX$uWJhP&Lo{wA8AuE;cx0643=ECi(!;HTy>+Qr
z9@0OE+_~82%HjJmU*!F)Cv8Vny&dJ8;ZH0(W6-~L#$Qf+^hD`C9jvS~Y~!HhDx;e6
z>($e7zc4a5l9`;pxK*#%=kJ%G9?jVzi}$qDR3WVFyY-|vE|%=0xgHzWa7C`bTF$L9
z@yP`azEYlovoq5l**&7PHPKl;{FrFX@t)Y=e#qGkywv$*gNmTyl3?&;?;cF%zkU0L
z)FcnFCDaYx2i6hR8KWnK2YvXdF)!x0Qj4ng-M5JyxV#Mf6<LYFj=~L2PTrg6y9*g1
zT1Ki1k=e%o<x0Q=X^qLKKsDd@;o<yS&nd{cf~~hi1q{YU9J1peXzdd0aA2NrXdd$K
zgT<$E!~-{T?!53HpUZex@D+j4N6(jEs!DPfzrHc$>PF+vq+xYTy6q{rolQh(=t0)u
z+{?xKbTQ?WpF>qO#8|>YPBphGsGEvv>6>mvy+I^Hc(`BX>b<wF{K-fIVB`2Wfgq4@
zDr$3aOp0m2swL4o1Zw|h7nzw6%D$yxdbH=LdiYAQU}jv>(cd?Ik5c6&Pv5^SSG(oO
zHoCJWzk4Efo!ENR{PX2${k5cy1fA+Hqfg(>VQ<iZ>oi;S*9X4RjLv<dFj(+x%+Tm?
zifj8o+*(;!&F0f}&88Yr4+U5x`xULvZE>mpySCA4wtivY$1Td!3xR=isq{wI#Y{>|
znSA=y2rjO!uOfi5P`nXlVOl-0dhDpWnwYqeL{TgJWe>T}qM<|Velx5Y4n@`{(Y&E>
z={qj=@83UYyDr}2?ei$Li5lm8!r67)xMn3qHyv!hajWpjA3r*TyAS*HY)AYKR>=q~
zu=9HL;7Lf+Zhki6LNqni*ZE9^+n?fblOC0e$mqzon8y+JZpwiUMJ{<ffvOE`V;<om
zZs89&Uin{+?-%0XrM$iSSm%iLv&g(u#_n!ihcUb6_O~gyPGOk7bU&qQZBrsxsC{cI
zJ4uT}7CR4kP-<2Vxe=fZ5-#Mx!>|aVDFKlaO$>NCO!3p6r?FjqvBqjTx_VE^x>geh
zy3k@jM_$ldxBYwvgk3+Y+jY!33nm}+cs&uW;+n|qU#)TR0!0MP_;^e4R|`LrmBbCF
z{6DX2_}t@vd*7sU#ABVvf}R=o@5_6_uFcg(>Cp}Tnp}VA5D#b^a@tElpInDh112~&
zi`M>&I|(lO{Bs^fyy^KX6*m`u?t3F_+i~QMU;o9dZE{L4Vk<U%m=3*m?OHAFTs*-a
zcWfEkinj((!h8A^!bmk0XpiaQ*at_vF5n#+E&qzXVZl>Jthwn}YVMpV*ZLtYLl5=M
zD)tNj)vWggEQPbrhXtQ!HgMX&Ez5p?GVLb^mCG?v-==y$Ngg)(JzVrt7W@>Rfum7X
zA%<JR?56h(m|C*C<g(l|Gfm1eR!VtPOleS82j4~YplBqS4#<BkrZ;}(vix)t;JaQv
zdSDR3*aVg<>6l2?bLO+7!tKJ39ljO&XxDo0MijQ4<LH_l<ac21P*+u^?X2$V=WJS4
zbek!e@Z3LZpJ<t*_g08<&sX30lF|^$kle-g^=ms=LWi{(uWt}vv<qi554ts!&RUd}
zLpAf|X}r%NCN_HC$><*gKm1wt<V`nE4rox_@A?s0_q%nV@%Jz$fIIR!6sslN<WId?
zbIoaO6LC5%1*tto<lCQ(7pQ4bsgT*3oZKfVk#h_`3BuTA_-<ci{O+31++i)BMHpAa
z-#*rqvH0I7N!I$zL}$Uf&=h;v!P$W(PV%yDHq}Y7(Rtz4>=Qy}GNo*mKjOz(0wUOV
zwP^hwqq}nc$LdY(?9gHjw$U=aK`x1ietE99(&j?h4k0-?v<4?+2wDS%<eq#HYByhg
z4gpFAp@G?+9d4yB2?@BSCS9iO%O;+T4m%+lm$6m$=Qk*1L%iKsUxeQXN(xr_+f)7S
z6J6lZA6f=pv@zW4x;Q6uj}9^i=+kmPUa&B;uq^c*-6~nWm?0Yb(8#*?G4IL?^O*Q}
z!_MyIZ?U6|VA4-b{|Th0S^C#@kn@W2qRmbEdP)7M<{L&^8l$Iby4h2LY`6CXuJGi{
zc-P!KUrh81$dziYr;mt^0&4LMaFGA9p2y-A&NBgWgysi;p>HDR@>2dJ&WoIjxp-Il
zdWpx8qpygrCx6y8CG|CBU)81fU2iLgqEp(Wsy2B()X{k6I(Eg)`Ov3g3W|9ac7u$7
z?A;L!wEZ6$Rl=Dx7+3e-IlHo6B1~PpL;Y0OW!)$1V>ZdeA2b(wc04WBBBcH*CnS?<
zq%@J0)H!itld=UJ%fhq1EvIYGo~Fw6ka;iHp8oBCT9lxWe<(Av)sRTo!4v@ts<n<~
zmi+Kz!7`4s!%>G^$DSxi1r9pc-j#QNxc${(dwtBjo@E8w@|VoP<4fC*w<!z_$%VwV
zD_Jes@$FeF6|I-N+I9OU_0DnmZDvuRv!^;xURt$h_H{k%EB@ED{NfY~Q#8|bT+mAB
z$4!oGCF>nyaRoLs(8KJ*$)%t2ajBpp_39&e76UU|?pC3<?fWa8^PbtcyFaHj|FeL4
zf?QVGMn>25$BHkusix)R@b7uet&+=oKPiLv^OK$xjH`C)tl#t2eb#zw#R1le7n_P*
z1xh~2v(&OtMG4SMG5CxJQXkmsYa}>nu`Yz}3H$KP0}95)DbLerU(9eSoRCg+a#=p`
z-HjrGvJ{rj*S!ZrD6X3A+F0a>7m>bYOyf_4BE^{EE|H0A>o0uwQ_oh8xE@GLM?bsn
zX9Im)$Fkf3Jw4(3YU`)kFYvkd)12P6oJALTB<uM?3RT&>G>72(hUg>8)=d|^<M#vE
zvOeW|w~$!B`PG8kyi+yOzf;b2vjk2}AIMqyvo<vrdzuV1Nnk*tBvr}g`O@;TDB=kO
zCAS#e2fM$NoNH*v{aq0nACslWxAL<!<TQJt4FlOE@&A2XPoM7C&3^~6=+GO~vZpJk
z1dqU2=yhz`HsJdD+3Jd}oq-D1lcF>7Qe{N1#AN%4IIDkn9)9Z!)0>3DQ(6sz%)&G>
zthsourh1r1xp}LrnjM6%9^AEMOG{dYMd(t*n}~aV%>J>?g><V3un8XfmY`=jJ@}*R
z?aMyJ*4h!OOMQF7BAMisO@f=P_G(^UWMJj2?2n{J`zv?Uv|w}TePiXWTQ=icwzI8_
z$1TwbyzVuQR_ebkDtRO{^VF02?BDI*-ubcl`ahtiT3J*sQliN2X#3W`))9>DGa^=D
ze5Wq1vX-0v<(yn=_?MNPyL0O~kMp$BJ{}%a;8q=y*m>ZmGb3EUsu?$4(9n_AT*5T5
zpQ)X{dzaodH8nNUHG>1cHF5PKOmm|q_}z#{XLpx+Un_&`5t^b`j21^1jQyRD7=2x?
z$)!lS`A^Q}cEBfXqm&I=H4`e-L}PO2tgbg@IB|p1=ZHu3!6Q7;PmG@EnLgqaA2Hi_
z`<$U!-~3wjdRC@`3R#Jcsb4Nwo&O#DYKgA+!D0H1Hyw{2e_EFc+m>UMZr9*+FvY&T
zBAT?^{2%o88zx0X&`l2x)lp|Ad7i>;JXZWWOIg)@`q^2vshORV%6`V-4W|-CN(`fS
z@$pU#a<SgoUPmXlXEG{CZRj%34e==6ld(toI-`~{?@hOlogX5&uB4<Mg8-I_yB|ZX
zxiP#j(-8yru+_1st+vtZLij)TeXx@`dM#Y4PJEz&j|BDNl&{jhB7n`6ltODpG;>dc
zHf+$yJ{BT9zB)2@^2p~s>k7{J#{W9MDm1#urH89)ZX1`#X~~d?fZ1jr$8b8wM{ExS
z1wP$0`JmyDPmx-cT%z$za?7(9b#?36+H*Ii6@J)McLpDmlc7nDhW<;=7>^;jOSznH
z<yuox_J{8Cm0xd|8my7B@0o!*J!7~3!?g`ZkNC*)ZhGyOKe}gx3p>$yx9ZNn6KYlZ
zIW<r3)tUct-J8vZ18<f$M)7Z}j6R~0CcC`WrTTmE@zaI4AXnWRO`g9iB(v3-Y2R;5
zeDtlF_Aq~7FY{li%U4Sc`Aaux|GV^0YBgVok13H##*pbuVdCUXMFIV81=Sx5dIruv
z4|I#U43?jMR=&k2SyE}C@6*L5zoywRQN>(-^Vdu4X5k*?vrW7?Ce!}U60Wpw@p;6h
z@09+q1W#7(1IBt|!3QsUQ~uRiBn-PL+n*Utz0>3+d7ae7#3hHqkvl9WH<uL#7`VG?
zFj-~k5yW^Ao6^R%>$@MpmvKWIekZN$FPA^sXgxX_QsW-3n@(}NW0_hf`#8lmPHrse
zWZ!L-qS4R3K5f*OA^+vSv3tXg6RA5i#LgH9T%H(nS?%PGuB+_oV)eeS_~GFXij?dh
zvQ8bTzs?^ie4%T*SeA1j=IQ~~r(>(5{>D!kuI6RAzdX*$W**V>i7#MpC@WvN`{1~S
zvK#L@p1#2=y5a7Fqg9H$^cQ?=hYEbkr$^1?`1eZGeLTqLHhPsQZf}1uSHDB8?Livl
zyZy0Xs)u}}!$}s?ar!i^Vq|C%m#o55S?gT?c+_u-SHkQHx{!GsJ0>PAElr<zh~j7I
zZIf-c^ciVC7)Z$TBb&r|m#)Bb)Cj`I%f=bZh;0`pd#U%Xx(&bD@D8}RRD5`#Drv$7
zLqQOJ01~`?_YQV>inZUBcOmzprb!Zy4;~eH@>|flz_i(+&FZ;w^QeNAyFb^yWHUz2
zI4AFTDrT0#$H&(emksXLjh^P>F>eToJ)>EY_aa?@etESh-B2~O!DYg|BAuG~`BCqv
zm|uN-ZH|m#tY*jCJ);~(`fbdP=IT~G@@{SQ9zG~EQ1zv8^S*!nlt%i@t;r8`4#%>H
zXiji&^$z;|YS@=vU3%x9L~yA|Fz0hl=E-OE&u>TtPU$c+P^M|}V8;NfnG6BF<Ny}9
zw(w&u70Ge+hSn6o{jys_k^8{r%w2y~1Q_-RKI`yH#i$LyoN!I+e;LdEi-7?EkIkEJ
zacSvwl)bfHp8{kTHlom`p9wu7>b1qK_lg~ivP8&)h7!7;JZjj5RExgS{aY;~tRHRp
zf!H8qUt;~MMz3G3_FH~x+c}j3yVp_u5x*4X85Vwzky*YfuC~8Tn?kYV&Cvd}#Ef68
zxv$a%T=zZGjA<9NIQ+@>;l(QZoeWb$LX~l$jJ9R{y4_E8^lz#@eZ-sNmk|1tS84dc
zxrQef4ipwsx$L-Hz?G<cI*X>p({u2bySu%x%H`<J{i+`x{0fuYTv#)G!^8Qjn1=qD
zhQDMhc5qPG4qSzxr#@(-S^ty!jZHxp$SM)~YwZZ)<#o7L!k4#YqlcK)9)4>}a|-nc
zV++IKwCB%T>=IUB4WELD!F^S~0ntc=4oj!&`6xYWh4!qi%r5>8T4M%1j67oKQ!D6x
zuhYzTY?C5N1DP%1?Zm>Hmf!t7*F`Xl+jeWyFSCJH8}w6Zl0JZgB>k+MDy7CY5Weh`
zHb;`LL0T6JAw(r5=`lV@>1sHc-8SH{Jjv7+=fYjTo10VJ^P+#0_Swtv-qd_7o)S^F
zUzgo%`}AZZi*<<n#m47{zgRPuJnVg?Qccwu=1q4wdMDqYaBP;`@uBD9d6w-?3N%I4
zK~&e~1+NcQ9^I`SW47PiOZnzA?Nz^#{+`u>hnG~Cqvzrb^GpkP&5J!V%8)6@zpDO=
z$MNXBShomf+kY>U{%uX?MP3NmYGElUCPey^l+M><4D1e_0`@zy1h5Vpk;7q!XT`Xh
zMDue?`mUnC7mWLh$l@S@#{we4x=Ed2_~8k{x{4$<30$Y6cQS64y6VheYb0VZ+gp3!
zu|lk-9w0473PM#%JaFcXnm*FQKXkH<o~ZQw+Pw|#jr^D113j}<Ke|FX8jsWNy-iJz
z1!q<dG8-tVIh%i63gqNti)FLgP<Bb}xJei_m4L~szSA2`c-gQcqRM7Ewf)X!v5b}}
z3XZH@?GsE!Pw+Pj)ryCH^i1pP(@mN<+<zAptS;4-`qVgj&2_`jC(DT}r)J)n`U|UU
zLS!{ISjW?F{Zdnq_}x;o?Q;`^_7wf{k=#M3QR@tI^5L@_4(1GAKAy#?a`00+Et=;V
z4}lNf;M0FG60sz*ae+*JurxtZi@lZnU3l;KRlPqno44_3GVEPlv?XX2VgjXbhOmR>
z82A(Sxq;QfBfk5$^G;zJ$D&t_{3r28ZO6LBSOGVW9Zlcopze@VOwrrvNIn*xs{-T3
z-?3Z|d9G?G&DgGb84u?=E?En8OvdnQ2m`YT04a$Fkde#sA}$!;p%^7X(eWGFnrO`g
zWCybG=(w%Uc1#<2!q!2IUqjn#BpzfW77B6ElM@0iu+QWFip*q)dPvq%k|{r8Dr7zg
zfF=XY+OW~#0|%<{8^q!tr!{UTtH7|kis+GW&qa*D`KW_&E0)4`xb(pAK#(R(;g&Sd
z!T5!@ran0R7GgYCF%Hr4lUIXuDe>_~1?NjywRgxJp{pW`b|4>ubV1*oP$U9PiG&bf
z!3R^Q@7d4=IDYQPQ({at=~V{l3VPO1<B`|ZdJl6WITNyS_E7yeIyA7$-Tu?^h@kG5
zyP^!M<Fp0iX4S0K;+A|KMKTqx9k;wVWBShyycE4q^+(iKGXKm*?rPne%cG}Cvfqf+
zA7MW;`1Ya3{;NCtZ{(cg4Zl~voqO|aMc48@t?aLSl1!U*JbpSJZ*w%X>{-WSej;1f
zE0^=k3CH6dyprk^D)nZJtE2X3xGSp!^M7o2ILT4isQSu0G*oMve4!Y#YXe|GwyY{9
z#XyHir++4n1Be|-dWX5~?+`sEDjKq4APf=I%?&JpQ*Pp%lPLq!w<YKP3j}>}GKGR*
zh#*z5YwuO0xrgwQ5%LMX+iS%Oz|3qv?_zGQ$NB~Qn)EruWl6Xd;D<sp8KhxiE^Q9i
zq{KD^cx39_R{y}uz;kL3-BpM~5aVS$a-2fOjKo4>Wjhe5=h>sLMzFu&LjZT>^mAzk
z*Tv?;r-!a%CL!=ez0k~|&}>Va)Rv7>Za1a26sf5$G8NIy%zJM!V5<2`&&t5C|Kajh
zZW;LVkE?7d-8P$f_9r)MXISsqu<Y1$kaZfXM(*^dS~r}FjCEVuR_x3qwMio;U$nX?
z&1}|ZhHBUQ>{gDVR@*j5)v!3Zo!X8sxPw1hr?jpAsq(1tLOy-9W@+h&u3p9wPi@aq
zft8D0Sx>$UEU)dKp5tVE>R1%v+K!Ka0Gk%!k`un&IE|e}wn&QrYeKf7<5OpVvQ8QF
zrU`Wy+_YHic}Kx}F9&EhIP{>NVlNHr-y?JHXmgV7QY2M+teB9;f-wR{*J{`(W9bEb
zDe#I+&ISB@<K*Mwb2jv~_N~3TgTMZnqEd^XM38>or@%X7X70ULfN>_wmrxtmI~H{h
z=u;6F1h(w30V?!tdVh)*zX8wY=F_caxorHL^h{~AHTmkE6-SKiJNY?^{tmH&Kho?I
z&oaB<tEZ=;JgakEUL}8j|MKV$YpI+6#-@LC6=|kU_G}OdQx|DVO?#!asPg@w_ll+Q
z6J4E~bZHVYD(rjQlm*yjitbUwlS~z8$l~I+IRvY#3a@zYkMdGDw7~G^_r00J+2WmE
zh7k>?uUq{H@y@>!yH&hu)!EmdBkD}5NrnHeOKbmp__1dgFKNW~YS<O?yPU~+_f2yv
z2#Z70uY5(@LCmw*@P!_qA&Z(J;SS;%Cm!#wKowwmjq6qS&C!b&FUGA)TN;7uRJZLi
zct6`6TeB{8WwtnMo3BnkE>)IM3fw8?M1|xG>?qogMI}HS@P<2PW@e@%1}T3cW8a;7
z|1|sCGTI!fMmjapk6!-xT_f{X?@pW9MIlGlC|&CMYbAOzDk2uknsV2dw(@>YvzH#o
z8efih;WOdud-dMZ?W(X(F5yNKR7Jd5*(ZJUtxuk66TaM5#9P?7c2qrLltUwz^QWwL
zO(Qk;&7Z+P8D!IHRKM??`T8s0<sg#?_0px?Po5s-E7!FS<#hJeOOk%*uH%1Clv8el
zrqr6AP|5lJJ{L}|i=Nq!!e@TbzbXQe^~v#W?Q1SEhciO~`2>0j7Gj{!to9q9K7Kq5
z9t<3BsXZ6T9xecQ;fCPW2K!S)QZlo@;^brdzdORQ_r}L>zOJ@5B|pDeq+zqGMTrOx
zFK@R?l-K_KZ-XV7lT^-L`DkC$QngMcnbX@@)nOMC5tx_nnB>a6&2c(;dBSGtNatY%
zH>;)jsXuoEk5BL_m)`wNo7LsvR&+5__<~yzbyAIbXY=yQ>&1?$63b(fD<^$cEKi(_
z<2q$sqx3}3=1Ob6T4e9`q{o>H8#O78_$b<>k8^Bj8D!Lr@DZbCVE$g+ls6WwZS5sv
zwn?LxKbJb@agEc8M*&U1j<soC>cFnf1#=;hno^SmeP;VU<It!mxAN!T4V-(IRCjpW
zrIhECHw>9+ZE+F5jw>XL11(WR`z0Ntq-Yj3$%j9$Y?3w}z$#*GU=)$GAiH&mMH7bh
z5X?-p0OkkhgAI2J8FIZ@os+|7TD9fHE=5I7vd_!)<p?K|DP-j|*^~!949hWfc<S9z
z`SHzfmo$xfv|fwc)rg<*PPyla=b0xIN`TlTb@P3OOLDSh%JD6OcE4$2bZOX<04MZG
zu$xt-+24^z(Np)QGSWCLgg*Os)x}~bJ+8+&`ivbEv((bZ$G!2{O8TBPVY#p7TY5aF
zdivPRn+B@3HQ$g;0#(~xUgVuhIovVGxL5Xu#=tLovFp4t6fy%7?{p7^3D}6Jz8LVd
zs~Hp#31i;dU;bSFWF&9vE=e!bQ>OpoI!xq#P4O~P3cl*#8C#v84PoYkJ=?zjMCgZf
z58RKoZBN@4Cpy*!KTY&ZKYSQ8dcmmdQMeJXzWx0{>J9R=Fhp%HdUE@^1z>RlvlH$b
z2~J)Cf2RJ<+j|KpBGruL8wj2YU`-Q}xM7&lTA{x~c4F@m!!}OlXik|O2PB&B!Y7;F
zeNV39&wA_y5WM*3C`M5vM@-_U<%V~b(_HnBT(@CS%Qgm+?aQ!5VqP9qRFb%x&xJ_c
zW3+6M>@PLHj_uvnw@>68n~?)Y#A}_np?2Zxxvc*VZhHLvZB^S0WwpBaNi8$E$iiZQ
z>u;iW9t@vwcruwKxAnZy!0hi$iz~~q^bAS83Aaz=3itYRhH(c($;iaqxz5QjAI2#f
zC%@wwvmSjTZFuSKlj@JBE?aD+xGhtEdil)aFFnS2!KDT#&rR}+(>wQlRqm}aJSw)c
zOu$EGgXXq&8#GA1!wGs*5b4MjUW;sUXxZee#*BFxaS}Fz=qsUfyQimT`H-_9KmWC~
zv}(!`*ETLD7)BMgayNYanu{7SdGL2}u_AmD>F&mW1mj=CkNK?MGez$RYi?jw>73eg
zM!f?rNM{1D2@k<sg>aoSTz?^bPgN{pfLp7Tv4M+BBi*>Ns)eWfl!qmifbDhlecIO@
z2CD!3yHRjopwi96!D;-WbK*}1JDK-yXbsuUS*nV8c@(xuZ~t|=WN_Kfl*2gsTHHr#
ziq8q|k85fMg6lr>NHvaCdeSs|`aka6ouBI1VN-7xa7e#MZ@9l|$I(Fxiznx6|0E_v
zF*?hSS=?cc>!H&tYg`<RGbw*Lzt6#8rNOEE++(%Aza>iF($=Ow7nxly+2>k+k3FeM
zz7l|o%eW%6_4G&^Pd2Sh6Y|`dQ1LJlNJjcrkw-FdznFx9H6t6FpkcK;h@3zYV4L_{
zT4V8+W!gKZ)n7q5=-<9Eu@AF;+7IjWm3)*63!~O;To0HW8y+0X&AqwF4PqZPG+QOE
zh}Fmsl&WYLNo!ruF^{D0)Mu#MCGb!&;cL7Z+fQzKyUuMt6;$?5-mdJeV^;YcEAI_+
zBfb^~1%VAmxfQR~yS!v`E~VXFweu^_WYu9ecJDCr{0(2V?pIzI9tdq^*>-;jZK~(4
z7i~qkyfH>&kIo;<zEb6s=(JW1E1|IC5|6jVK=RE8CjPgXEokd|uT;~qPF^|`CE74z
zbwL@WISFu)?K{{d>YBan&U^JRFb#0*!{0DhcJTtPM#X7YPnBfrrLdyyC(D<j4`+@Q
zB`rDPLBOhQW3uoq^T@*9gi~?kiAduVdnxWoGwJqM;8DJR$j1_TZaT9kekb}LX;bS(
zP%CmfM6tbU_jcf|3knizR=Aq#x>4&`KUJ=F#Ql#a;|u;?wGQHp9Ce#26gZVqkj@O9
z02C}{utw1Pk*qr0{<!DeJiTjy<X~OC;Jd9faxA=g9X=X5VNbV$vAMw^o?l_iI+hK7
zw6VKNjg;DQX04b;PB;cG6wvgqh=phAGb_?txlv&?FU9KbOw-b>6@`t7>=d0r83NIp
zvqQC?YH8YtAQR^Xc2KCg+2vKHM;O2vXBTzV9N)%izH2Q<(46u1>yjGI2N_r!;&kmf
zD6eSP3(|Bt<d7=}-u)m0yy~Y{nT6aos6TR~zdgo~e1I}px7YUFwum~qhIc&oIM0=g
zQ3m5XuI>=q&R}hOW8<rlXK8aWn}y1a=6%AVS5sIj?L%7Dxpg`#cd1tQ^$G&}a!18W
zYO-{QjTpM|Z4n|Y_LvAI9B7uh!5bb?@N!!zoob4uq|W<tZQqYAm1?z&<caw+JhyE9
zT~JtkH9T*~n5uzyOIwp+*8QrIo%=kV?{wT%6?;)&-BbD(-BmU`Pa}j!zZ)_z-%EH{
zLSG_#hnlld+2yvbR{r-I`<&k9mWrhoJw7+kiOns9=I%%*B5n?tG*V}Zes3E`Jdml&
zKEv|s8a}MMZj|43lIOWD)ZOvF-X3~2V-uiON~U7eR8;vTew!`6-cN0LUp3-Q)9zp<
zo_}F%FI5}|Rct!*@e!~1<X3j%jEV|cqU*If{7*1$Rb-~1p02R*b)TR-A_qCm7K^Fw
zD4iEX&(DfS1J)yCnyCpo1y%6$21&PVlJr2g(AKP2K8miXtm~(IVBIvu@UMrD#rtwV
zl<576iK={V1~bp8cCqTZgL{H^{$&qIS96;R<t;238))7t6j@_j)%BY4V{Yoy!j_*M
z&l{ysCGaJ!@i+~a=5L=1QNC6xPBSm-UFxA7b^g>}=3|*nI$pLrE|;tLGdqU!Zo8Dj
z*0q}{e>Z^=BQ<YgfKN*_5v?ce{ECf|Uq64Q!lEG83gLs9(ZHkHdl}4gRWvwePqt_4
zyeOG9K6&!&ji`~ab$G$lf9v1-%(@XStJEyEK)t=bdjw5_GDB{3oY3f%2siu8Qgoap
zrjS-je`o7Ai7az*A>Lg=G~GwIc>O}0IhhZ$u}#HZBlvh2bHh|8OKYZ5nxGbuEw$LF
z#g5$-b?^mDK|#=JkQbPh`lBQgP1&GDamiDtboGH%*R0U$5C><DK=k775UV+(M>G_6
z<r1auH0c9n=V&AYG}9%NFPVk#+=$7%?OVo~c8dS}t^H5iXm|p;r`qDy^Y4*Tn&G9^
z4X|0MSQmBw+u1*Aq7uuMs#Stmha`?md8;qeRd=y6wuL>y+D_SQ`ax%H)<xGDbM03{
zjvcr-4UG`%Z)Gy1WB;}FSNNgR|LO^3DSAX^g4LXEg2GbG_+R0R?9*6P)Ow>(guH%m
zO5noBj?m>pY5d&Wokzt_<%Yn1-1KmnmLl}tHJLT%TAPr%{K}F1!EfU%&$9ND?eI9p
zl=^%{Ats&Om<wESJa#fcdfG%1|FG1A&d+=Q<ffB8nWNq}`h~0<uavhc+a1a!NSF6e
zvh=m!z>;6^*cfH(Z9eX%eM+J&j>7NWUbaa4bxep--M)h+porN-h0QZ31f<ieZV~Cy
zT#<3_%AzvjdT8&zDyIpPx4P3;k@%Tu*Xw`!m(K?!q&zV_JH=aMX4RTzc+HZZ@^{u`
z&`vn5W^X1euEvJm+2^z4l9Nd=z2GTYPG(TxW5`+!7pZuE{|!Lc!Bz#cmQ#V|E0A0}
zI&4=Kr*#{5-;Z67)n^QVZirmgV%YwnVO-WJK^y>95Pc$6D%!DYfH0Gu9On%)!lFA&
zys>5>+DG>0ftJ2L*dq_XCPIa)4-BA)cMTQ5P;!5jAEPU5>>*ZL{5b@Qg$+ueVpd_(
zH;4o66R%;6UwpH+yw4f?!vH=338a})NSprW>N@7)><!~KT9tDPVJ4MY!z-f<_jy?J
zO8B_*&fTV{u@B`MxKeNQrT$+l|L#_2TK?m%4nxsPeW}mpO<6RJ%Ab!JZfGwbw=Qhz
zeL_XUV%DuWFlo_u=Jd_0LbkvAPubq$cb?yOD!oE=^U&{@%D3j4)>t&bhtIyMvrKeq
zJeqI%o#aDOHxlt{V0c(z3)PcM$<!P;lE7c`(Meh*dpapB4@hrkp+;O4?jd+6t3_N!
zY3r^(ICtcy+HR+ST(ygmoYCP}TrDeTkBSs1eS`X-XISTMM)|LXY)nVQy24eOgCYOy
zZ$TnSJq(;-gtm9BoonO9ff%K}N{D9!1qL3~OC!c)<Ao!B%Wnqh{A+}zex8qO-e9qh
z-7WBI)r;lKXoFf09jOLZ?~B8c6KvkWO4{O&V~VKM%Pe>D-xTCrr%w@eXFPghEl;Cj
zKlSEkL9&(+!c*=QG}Z^p6ZW6ldTg-lbjITRS;l+jD&@K<T0*-|xi%{lTfMvG$*{82
z#Ac^#e~aVn>Xyg@kE<T21&~$ncoMqpSYF8GaS{?0z<;1=G)eR(`2VrY?Pc8s)-zPw
z_ruqYUj!!X3ThT0>CA_HD+ufuYi&$=ZLzQ&qS3FJWHjEd=3dWP<`#2HR|ukP692&1
z2Nb>rpqp5qCPy|K19}$!ZbYEPGkJ$w!C$ug3k#PEB9+F!mRDX_2un`lD$ScLUFqU;
zdvJ@T<K?-E;uAW<Cbf&9A%CCjn4l^b?mlMc@wVbx2aVoMy@x$_4=mQkZqMtzJ7MAx
z`8;xR%v+F4ic6^atmKaQ;%|)~*Ym$uoaZfK;XC|AS3~|RRq3g`EVI?Uhu2CretBpx
zUf_~z7FqMqvi6EWos|j8rL_s4Z9pAhYdDdP!5BSs=tD}!;1}jI$ks6kBlj`BL(#$D
zzb!{LHlKbZ*4dbDyQ=}fJ8~tt5BNhksGgf#18UHuLIxxv<C~nkg|=8)X~u|W3w{aj
zGFOxkB;poU?N2Dh90E9&>B2QbUOc_WCd?8Wk(?ws{<T77Z{CB5`?<Z=KL%O74EhDl
zsYj=TDtH8cUGeJ^lM|tkG1_!bx_e+<x6c)+yOtZio)NY$YT=6&+(Q%NS+lmI`&E>k
zQ{(Ra86{TjYKPx8$tuq9QmV@<vF0gdhEA-+b^Hv}k~+NlV@rLn0Oi?-4?g8)<Ou|o
z$49?nM$zS|4ds=eUnO=3B%?d~l#WZ40Aa@WSh`ar!S5^@-$Jw8k6~TLeh%j5su4Un
zmKnVAZ^}&|2n)ph?`+mSe?k1T@1VGY0*&irLbF47bLYCZ|3ueu{R}mElkm?m?#CqS
znG^j_x)_4ZMD&Dg&lm5XvDKvD41IqrM&gQ{^c%rFMa<)^v4-v+4+b`GV4T&;_i@?#
z>(?$fpEK4yt~{^1w^a=ed2BQFpg4D~ApXWN03N7cpXc~`LsF}BjXk)In^BCSRQArb
z;?S4Mf4X!&1nqp;Gk=x6P1ts1Yu2#Yhr4Q-q64Gn|JcSuR*UG4!xm7U){-UoJqZ$b
z`}US*TIZPRk7|VF1q*7Dc1Uqa36{5YWi$b1Tdd!$nj*^4fW~Wh;+$Q!7tj3{109qQ
zJP88RJ2^X>`TqTt`1nHZzCQitt(!R9`8j?%FLiddO<kl)eVRqRUAX$0S*AKi<BF{4
zEj9KPx1i(q6=ZmdZslt7y%Eftd2sO1-GeLR6#2Wief@WbV^y@#ZNXNP|Km;K<&0CC
zR|ZB?g(k$hN?4gHPv3S>(O<-D;bB<uN8iaUjUntEJ@#or>Fam>xEJGcax8x>lxk)E
z4`WvMuEn8+eXlm{|Ho}-V#1AIITZPz`zl_T$o#c^O^tKl8(^SN85>~gBp{irtSyNB
z48lB*_Q1F#wW2}*qM2e+G@^MZ2CZ+L!wS+``(4T(U9ulPj_@uqBbAH@s7cT|$Gk1U
z&$D~M_Uuzt%Z7XN#>bTo4!%88bGPS>e#`tN4I!yrtwk4^O>Q2JRX1Ksqx5sP&Qk8R
zn+coZjFc*UM<;uo_a-No_lcpBvmPnNqi*Ag{Oh+?3HW@ajENu&GlDh;;24}SR!-|?
z4+%cAaDKs|&l-g^-_}&Wj+8d-YzX1{9%*?#IsEXKmjA=rn@3~4zhC3GA(SymAwnvZ
zgo?;K4=GeakyKKKRLGDrlUX!z8dNkW8A8TLr9v``kff5K6e+^9ug>{CYyJLs)_T@&
zJ)dQrb3TRpzTfZH`}Ml6z4x`Z-U`g#{+J3+m~5O6XL6m}W<t%s2UbKjgGZqeBh1Y?
zIy%O64xLL!nU66Yi~wCw_b;kvX*{QGZE48{mmwYbBhE_%=C~@})B9><BLXheEBzX5
zTYsvsZ4z3DnuK6ASghB>jCj8-hQhbqv2@B?xnYBcN5%uird0Dx{ebJg^<o2gw(xVY
z>^Fj-`M{mii<r0;PxWueiQ^33BxPWdcChoNL-?T$t4@?RjD2-|bh~6eyShwySby=i
zPpg)j`=`$aN-r(_kQJ`aC|sJICUKX@bKw>9a=sWg)544IHmFpt-LE3$w^_5(eo$UP
zMo?AEhQmCY)!@+z?fMFv6Mh|9O$&_V4iBp$z+=glwEG9eVBCmN6a&0xvJ*;7+<Sq4
z&p|THg{c4*i4;b2QCxJg`L$`I_+JVYuZ!Tr8<rUmJ3Gxw7>qmKy8DU4k+_SIMF2?W
zLm+OrdHCeR00np2`XHNxov65m#-r+@(NPbE=FSwp*v(z`3l#+(uWWjr#NqzsieZk=
zi8dc^Eo+O$Px;)sv)Q;1-q7*BDm17k%gp!fgNAL!ZmR^|T5^0yKhAzI$!1sE_Rz)W
z#VU4ijxQPi#P8I{O3Hc<8&M2{(R|-f8DKbCA5hn_3+_o>@rkeLo`ZL^342x7Y*UTl
zFFCv#3VcC38;*=-XuJ3;vL6Z+JmosW31bkY_E$|l@d%dzBSK391O=t{z>5-kT;c8N
z{k*Wj1sxvtq#v`nSR^VCH~NXL$;~$toIk$;qc)BeCOGBb=#X=|^-%Ry(XG`{{q@Tu
zukJ;M1bQ$5E=%N>1xc`iO&Ls87+f}K&3qg|Js$=+eQd)G^*JUqR<w61Eu1q?*Mj|O
zm^9y$Z`}2n>5p?h1uhl|T4k*rUApS+4gV*nju+-{_^BRPl6`mn@1500ymrn?x_3zK
zE>HHGg2TJ7{4m`(Z^43a432vH`d!s(iU`v=C1F3U_U&RB-}+P25kJ@Jxi6fm8)+J=
zjlZ;#)v&5$yTAUz>tA2T=`vwO!0H>6Kb_qqzlJp{`7~k&LT!j7k<!f}=d1fLsfE1(
zUo^dpD@C5{<TmX6Pud)%-7%Pf)YA*?>8lfL%gNZjW>-E(yL>@O8zO~oFF3d#i(_u7
zp<N6(BKTFmUODtx*wbsa?p9ajL;F{58aY06+z%T?{JzUf$Q2o_x80hVC~>AQq*3Mc
z@1f{Ot*0|TweGzRs{ZQ7wSCYm^z%eNV^2Uv!!s-of#LglT{ADuE_Jhp)dtjNjiAm!
zz7V%#2b;$~-Ix%i>}>Ce-CJ~y_N;rWza_+E&@iG-KXs&7l;gx2RvC8n_M@_z500#g
zunC5ix(6oIgNJ4qYx@DCQNl5DhY$^ffi`?{ion~sQv?kg*x{I?M;#9w5P5bJ?)&e)
ze3^rB1#kyEp95XFQ)M7KMMS}sH)%2mBGrMDKc=`{8|?P(y<V%j?^tz|dBOvAY$Jx)
zM!<HAyS2jD9-h$rjCb!BMYMm}wQar0yC-A8YtP46=Kc1O9-7i&iV=KyCONiWxYXUe
zBXV*msKTjc%gT3hD#EoIL;8Iy=1MLbn^Nq4<{T1RuPr_v{v@@s(N*T`bnp87gXLKZ
z(Pa0&gIi}rgk0mbOuW%+Nc1{wbXt1DDJIY2necDyy92ua*=ROV8P4bbV|m*vp7`Nf
zrl?x|pY_*a#jbt6*Gi#zQKcLkuSFcR=(>`SqXR;LBPluXfF7o}QebM9wpv@WZkQ=5
zDFNJhm45Im5{$|nb79HvIF`>LfwoWac5~a6?+z53i7kGQUWT;CriRGR!N>RIWNOKx
zW(wZb1>k%30WEO`^FiDB!t)RP8sF$$wOB@d@psNNf480b?G<c%H5a-|tH;KJE)_6#
z#5Semv*?H)Eo0ttMBvreTTebN4Idd>&F=nPBklFd0D|FF?(slbD>&DX0mBS(cC+)F
zTJOF=Mp|T`-rGfEaF^P<vx=NKy|dzntMxDwlr$%_c~;JHOfW)J{|;8)C=OU>dFnDx
z{{9W!aOHdE+g1E~laLznZyNdoiNc`O7=hF@G>kAU(%5NZ<8n?~TQZ>>_GTZtOCTx2
z9Y#Z|fV&=nfCEH!7jbu81m?kj-zFOmkDYyXp;^=R>*=Pa8CBDLZ}wTaY+%*bJXv-)
zp^53?4QCzZjz6*rVSCEA#8y4^&wG8x)8B2)%7piER|=4~YS6--c1x`_2=1E#3+C%U
zK>*VUg$}l@;2|mZ(SVQFichqYv%X%<>3KW1oXj8R-$${@c}<!L*X--dcetuezHmI@
zdmDc&IbThIc=%N*4{p}!I7fZpaL8_xxvviI3RvlS#NIfIdS7p0SpSh-N0CJOn*D1Q
z-mEgarrnOyHW%-7H)=A<<)!Altls{5#pGsjf4fzB%o(TV`n~GkD}LDW>ZsLt*A1Ig
zy^5d4E=6DY$_mFAJSR`Vv43|tMy+Lr*Z*XVdiofJ355?!NiAb=vEXfIeL8w%<gw3*
z?=O~j4j)(JxN&)U4h0qAfRckcAcZ4>>|FtBzo|KvH@0ijG2Jt<2JLL9Qqq?veE9Jj
z?%!eC8s?TPai1MhQnYBj!mK}&%G|7se;zw%t`nA)Jv(0LnvltD7cKf$=*K6y@7h!4
zoFf%)G*-o&QxY)A9`8KXCg-|5e`a#smse3VxtnuFf#P%#hY?nCEx#PDw)ju0Qpfd@
zm5;Ocz2L`*3&hp4cxp^4-nVAHF)UFrJcc>mXO0yrng->Y;fNQP)+<9h=gyre)+^q#
z1r^Tbyk+=5Z<;lrt!-h%PGc>Oz>J+6np_>WH8oY7t_~~DJazH-plV6Qkt2GOZ&vxc
zWd!gnE%K7eni#)&%y`SQvz6M0p+g(an+KYXi#;wV5H0WDZKBo0W#`+!^z#E1n3zaP
zNwMNi+ULGetk%809ImU7`u^%ae+8}`8XmU?Ge7wX0I!*|RDu<j*kpqIb@sz#)XdP+
zq%7UCU`{A;rbg|>z)&DcTzN(Zv)Y!+l$C`by!fK%eE=r5W*PhA3zT5>#bs~hB)eLB
ze+F~5+f<5FtsECFxp>_pmxiAUJf^-L&Ep&k-fZygx2a!tZ=PzC?dNa8)h5-c7Pr5_
z;@m5HHCW`dH2=7ZHvDMJ$>b7c2cD%)w_|FYH^jDv<iLFcelRc({KvG|IxzOkQ3(DO
zGg6$YGcAz@0|%PKS=P%E>#vH6K#Tg4;#rZ{1DI?mXBZ>3Y>WpFk^(AwD&H(+<a~G7
zb?BhM-JLU4yZ*V(pPK0$a_7$1&yAc#mbzJsDwIYnUa#2hq?Qz(e0KLWx7y<jrVTPY
zc8G2YZf)CXrU$OD9q=u`bvj?}Z8Xz+P)L!%g=x%@$Fo+(&%91CYiVk_3hRGVU<C)~
z9=N)<J$%!$T<h{!m>h52npmrwQ&!e>H=od+zCOKRFBb+p43XPO!LX15d0KxO7~ni`
zV8J>iPmh?QVm(buyXdG|*9iCQaM6rYhihU}<?Tm)Ic+>rR_D4iLU>H~^h5O$qy3?L
zG2Mp^p5}P+`Tu6$wm*-uqIJ2sY04YpV4HGcs{14%*Md>YI%T7xG;o?)IG8ZpzW4b}
z<5@YYI%m_9M#Ju?XHsHym_=<%$g^tOwj|Rc^*|nTXf^VU0?bZ*e=WAri;F(p#U1`?
zI(iLkZ#^1KX(YE`09{DTxsR(}_djqSj|j7r&@uH<wn;jqJGNF&G^#T2*gocc%VjS-
z@Gr9r%64g$t@fNV|Hj3e=2Kr5-17Oo)(~CKk}96X{-bj}Y*r(A=FNSZlep1Pu_!K1
zVO6o)1Y;}`9Ku}NJa91Zm9{k|UP<kuuHNN%dHVq}s@k@4u9%yRu&#+2{to%8DG!$N
zp9a>$fXhwd_?zs#>~2N<%U0Rw)ze$2K_@sq=xyD)^}Hu!S4t0TmZExdpUWCt+mm|l
zZr1hc=F*uLDYgy<TDFb$7U!Ka^JkgM7(9d!+t%8AyrA_LkMN@jja#d}$esM-9r0y=
za_4XurFVNViO&1H*TKQPzhP;Le$kiNh=RwVLxvp!0=lzu*ufaXciU;hmVAK~YOp}V
zbEOS8rZ}b@=hD%eNhUl`KPF%6^BbNh+PL<6GS@#X0+`1Hvp@_qhM3pesbN%HV_{h6
z$8-nm&JPQ*R*ud-Z?iAL)AREV<y8!KuC=Ar+vjl09=x$|`%;6k$QWGaV|1AlMHdsO
z<srNpR(CQsOm;JjJ9qC6?lq}iA{d1^;#p{r$ih4=?deBFE_T=gBP56$_B;5)H#gjW
zG{Z1;;hj5eIi`yjUvaCBwHDTnc+;D(@%Zo)cr9YO*h#Ni+86s=#4Juhj}@h?9yRAj
zk?FLxcPS&_=7B}+&MVC<TIaU$H`OU8%J8snUglA_vigw3gd&U3z@u{30!^n3k@)1~
zIp+Rq2%nxFyMJmdV@iE!Z#HF1BFTg4e4Ik~tG)5)8&TC(5FiKmeXU3s3k)o2NE)6a
za<HCHneR3njf4Yp^SKzMbP+VlXzVA?&-nPRV~cmrnQD8eeDEtQdZv#rm55w@Rr27H
zk9Ak#VEL+*_9c1t0n9}^x!w!amI%9fTosPQ4?Zu7d@>XvqIo_;+-+UcdTz6GLUB|5
z0>*~CmqDNJaM2y8*eYGNjTIg@+jdy?z$8O(OxTZrYUJH0rtmk|#&5=q7iFZ-fY+^C
z&p%e^>Tqjwz!AWGV)P(}?AqlPGzf;K+)u|QLO*oxtkv#rdDT7Dg%_})FJpg)o^7zJ
zR0Lwcf}H&V@Mm^?f|C^fThW+=J#Jlqu`&ji?%1b_K9%xjHRguLxeuEfVmGu-8?-8i
zRt5Ba2x_T`-Nz<s*L&rbw}+_kqb@ejG(H$gYnp7Ghg(f4N{!0V=$X*_Bd$RoN7wd_
zFRTBy*RWX8NA}s~E9$OW>%62>>z&+z9Fl)7Y?N)&7qnSOceJ;YuP55f_H{wI_!O}8
z)bW!2h$%c8B}6RI&ia+c2e3L20O~t<lpB%I2)X$(u<@gXuix_2(mMj7>&M(b9qXz1
zx_c={*wZkRw@welUKos3U-9&gxp=durl1PKMX+;G*fE8^>mjfJeiO4X7~9?5xC_-B
zqKTq$5?j?qt=*rD5m-`5!GH(^p?JcD-3N|sSdw5EfA;JwD0fFkN5$4YLMJ?1g3LVN
z&h-vp$XUfAot0;=6&4EN%_|<fkK%4<Xvi_GwDEXe!|lcS;KsNwYMfF>#9-0<;GJ%T
zLiZXDNeei5`#e1^)m!Evm}a5uU|ak3=vmGTv*O89POqxj%rjCm50&3AN_^eW#)|3t
zDlxyi)#}KdBMe~Gs)5$=fi>_jg?Q9*#G&>gJM_X-9#OXqi8|WwV19pR6R66tR_M*+
z8KtODRlBdf?^@6~oZ*)~`%>)3fK60Gg9Sv8KYvfH4pkqzbUQ7ZLjv66Roi=t7$M`n
zh$a`f->WNMg^xhhcAwc^{Llv8%u7q&zFi_-niOZUdMM(!(!J{K8QZS*)yOBEm|=RU
z=+8P*xGRK}?OmP5G_T4%K~y&WmO|(?G(nIR?7i6nb0vEuuwY>Dj9#(rWTLd@Vl&hs
zVbEv-Lw}NfId64>aT)~^A+wP3dXd$W$g=P5(xi!|KqxWuZC2M(R2)#Z{Qh+djuqQ*
z&Y6R8LP~eHu3!1G8GD}u`dFp6?ksfG?{Z?<z%x!b<P+mhXP=F2<exjftjZ%juLh<A
zwK)2vv-1Xa?3y0+Y#RD4s@o7kBi8r$XG3XP8yPZ>gVp`mv0R^%+hM8>S0$^v9iCS&
zdSKWYE(|=_=Lq(vIFyxVS@NBw;W%J!W)=Wfj&h9eA)6IHymoTKIl-3|UmRztlo;Z1
z&*hKi4FR4G^6<i0OIdK6c&EXp>FH+Efsr?2th4O33M6MUl)6j!EDp{Wm@~Vi<b6dz
zXnStq!zRhf4TpQT+1sQs*B*#X9i8Mg%m2MMf^)N^lpG&0jBtz8@>4UDyK@!1J(ejd
zw!H4!Z-U*7-j#)g!qr}@mCcJ%YW3lxmcHpC^TkbJaHJy(&O>>=nm@S(VYZ24s;%HK
zQEd2*Agm}R(}sc@X6F#slV<UzBn6J>?@1UO6O(71f+h+Myz4WZ!O#Y8o?6I?C-nj%
z!rsF@mpHwadypbCg4uek-G>(S^vq{Ja+2rhK$_vtqs*MF-`nRj4gOgpd+NJNh~G)}
z8?{#O&};8#H?y>KOpsXwrU_0-<$cxZ+xfEvCfr)Fm!I77tw3Ma5{_5MvXDep6yO$$
ze97EZsNnL%0*wyd8vOwlEuy0Xpm>eyv(F1L%YX2I%UEd@gWS`hI#T>$htN;N3e_Y>
zStC*z{nw+Yysa*?=NpOiqM3)t_4t4(LKDO{Y~aXSuPh!?-hE0Y$yEEFjmLQ)z;W}L
zH2>MlX87ugwv#&_F&uC;`t!YdO;*9z-IrT0BW)E)SjtepuJ(OfhL52M6)y4+APKE)
zZ*70^QcYEroc*GO*Uy2`R2vkz$dpprS0$5Xv4Ya2AbNuRsURG8A7dA|E6K((*SK(3
zEW8ZSthbk><l)!{TY=Xpuug#mqKl#kv@OfNCW6+)Y<cd_R4cZQvK;e&1Akz``3<(Q
zUe*OCejhCvZ7_*9Tv`6{TlxEMW+UBevJDy|gywDKdp{J2aI5zB*Sy!miidI)kvoez
zZEtga<}yi1W;ou0?Sqlo8Kcg?{5u~j<Y>+V?rW4nhv)Y_+(Lj4ad2^k+`oU{bfv+l
zuAkpV*c($uW`ZHL%~<g#W0aFkz*h&v&Y6#bY;dh17Xw0J3X6bo_YcWe3@U?Am$yC0
zF~T*(E?blQEc;;NG8&k-d=S|%kE^h2Ycv=01k>c!o0}12SK)LCAVg^?i$_S{<_zYP
zr}|dj3u!nVntDhHSYl(R>K^aq!LCd;RETzTwG%UfWhN4T0OY}Lchh~|qzc*NX>rka
zGct65U{IzCYHP%u!FecoOm167b6erD<x~$QzSM@7y<il=knx2YZVvVZm?cQa$-VyQ
zxtNJU+7V6d|6jWVK>+mAxz^0b)Bqfjp>nj)T9=;=OA=qWzbj|TWp;mcMI#RD4Ozl1
zHx}?l?oX9eHhg<(W(uwVRg~AWzZ0o4G324jtNM*WZChpVFiiEyox;K4TJ4~Wv@{GE
zbPgT5Q`_Ej-AvjYhOfY?Mx{>%ua4h=Xm<*YOf`!D9LNW&bPjwGLWLX(4D0=r<|sW4
zKo>KO!EnRC7r-1{Nv6N?i6r2MRTI13!u!tzQYo+*?tHj@>`NVfz}c1<BTUTJwyVNT
zAChZIZ1}ED)|asUfIYkmDmyhTy`%BZU%q^du@Cc|JDtC?(DA!`^FQUVQFRr3i=8PO
zHWGN8+fS5meEwFHo0}`|_V%Id?{(qHns(e0tmx+0v>InJnh(K|tfF@W2_O~t>Txf3
z$i9ja4O9)l38d=c5u~rP#<=a!2nWCWGUMsxC3Z&0%6A@_=>4PW!w=|HSm3MSsWr9#
zC^tI3V1XwYx$?D?N}aEUsdpU4$@VtfFtW^#ZxHp^bTpo9`{2b(Zcm9-!icZ}uoZzs
z7#QeTzj@39><=1tL=oyidHCWZ?_TWg^h{%5j7)vGn)$<uG?_(v&r@EkZF2}8`s3hV
z{Tcv@LilvT79$!4vC3rE8Ipu?<yWuV4Cgo;A6=*a2AL{Y+<TgCnFmY8Lxuyh7&zG|
z&NIAvUFM(b*RNa8*MJ&-4%kI<i>g;JK5Uk-ND8Jw=-H#;srYPP0@AlY*1*p!{~-TI
zh~kLiPEU6<JJdFdjSWhG9^67o17L9Z1P;yymV|2yIrXK7nU)zufWeF`@tIV($_~z@
z3<`k*WfpA7n+>E8`or`<?GQc!4}f6Yo&1?{xQt#|)x|D4Q}31`k0kXQWbJ~Po#aJ9
zVhFdze`!ncUp%|eM;yR`)Y7FrFg;_dd)5NUsLsts%HLuj{%q|a>vvzhHA$CFZQPlD
zY9LxW6$!me`mu`+HvYbV?H&;Zj{DmRy+<UmWn|;Ntg_MX=TzBplyBtwchba-^xwRa
zT*8Y}4m1=F1_!<BB7QzT27EQJd%L|pB<t(ztBu$wK8Hl#^8(fAt@nT4EOxg$me0Yv
zeyzb>nF{#l(;SN>>sP4fgP=rfboP(ObNO6#YP6BOrfOfx&4Uj*_B}`^SJ||j1@n6q
z>l(pKimnTO9pF-c=Nq&EXfH0L-r2a{i869ffJ#6S3|vTY_1m`>QSBfTh+MlBU3W<F
zBlrD6pBmN=B~y}c@t%{=QvqB`1v&)KG*i+@a!DNKF3=8=`D%)<Cn`cz8oIbZ0&_xZ
z+e=jpm!osXD-ewhtkuPl{pkt(n_R_6%6@X=PU>=y_=ZE8Ja1Ci20VE96%HJFg$%VQ
z;3<1PJWsHE5KB(?;S73|DchWeM90yUBGQ`@q2{k1h<x<uk!i85U!(&!npMo-;AWWH
z*r+(!mM0BMgj~IGgB53mp|P>T_iHYzp(Fc8%})@plHym#dob|ThOu8%lhZmVTk38t
zP}W5VIjhw}cL}UtNK_AgSBJv}J_S{XwVW&+cRKRGRY9&o%T;!FSv1HuyC1X8gmdCS
zg6bqp`3(NjHa|Pf4AQFWXhqYFSOQ{oKN2jlX;ZYdmNpD#SyF1#=WB#<&?m!rNz-O<
zRH*$P0q#PJ19V5){CfkDWgTN!mzD!w>pjIt=ZEbMvrY&u_OER^u_zPU3x*H4u$QB@
zD}6QlL8#f6>(&O*3->g-Su(;VbBfQ0Tow<ppPCr6DmzhF+c;`o6dw73uLm|!dT1@Z
zhT8XkSBH!lPZP{N6f!be_z|;8UJn4F^1OH4EIiE&K7p(k+d4XWai)T55zGsB5XNg_
z^h0q%ZQ^mVw(^C}yP%^`t)T{BkJ>-6*9+V$9`<KT;#3{<2Bbe~>K%=Ehb9V(+2LvA
zd`C|ajQIyw^+E$v6WQXq1vd>5obZfY?Nu}F*nl__!_AxNnL+D=O?7kC3RhMMRumc7
zy|wYjXA%=@zt}xEXC}B{fsSNCn`-iW2E5bAffTz?;&}a`JgaPnS$OCV{s>}Dx{T)~
zgj7qodLy7wE|l<A%28c(<cK^%gm9_n#8v6Q&=vR7C4q4*Fg<ziLN*K?Ez~%vN-ZwX
zn_OoLi<;{wb*kbP8{py*@P*{rll#N7ADFc?H}`z+tA-jW+vo9dsA}P-2!%?Drz~u?
z765Nmh07K#Wm(*CN~nX}xq^a9TiTM*LqfN)`b+)ANC@~5W{2b;rK|5N&(%Erg7ObE
zRdC%WVn~4DU$sjM#fnBA3)o>Cx>cxc+5cgBX`#L1tT81HAx+#PWumSf*;`OZ)!t=(
zfk{V7YJ&P`?~m-Q#$T~DJG_O-6?why*zLc+<s_On^l>5rbt}Zh8PI-Wq`3dQl5@<y
zKFI#j;yl9x4=-QCQe#d@#9ZQ9z(L0W85Rp+iv9F^4bL_*oCG36maadJ7+&pti|zg5
zKaLi4Gy!?wzyTX89}aCSfeOc58q^~<EgJ0g(ZIQns-9*!B3s4~sKdp|%mf7OV9SL&
zc^N+VtA##i;j`^=$55lb-vjTm62rSVapnCdMrHe|WwcI(LO#}m3IxR-5S8qQw&`Y8
zR!-9St}9U@(u6~o&nHpgdKFeI0ahY4V91w^^u^qtQMmtbu&!-vW)kfUg!&>7_N@>o
zo3>Y3_GPO0ouz0V<b462JGkKPX+CZ8b*21`8#kW3@7jBO)Ib`o-c^g+a&U##x}7Y+
zf7%TBj|ddV{kao%{V>FlKR&!`m9@SQ$Aiz``Ih2PIrgze%gE@o^<Fi&t&t%5!NEos
zn?B7gC{B46t4HI9ArSoeu+zRdxT)WRY(P-=;t{0afR?s|JoEou{H05nuQZY3@4+d9
znP9X)0C}^lw+gcv9}Z2~xE1N4j~{Czb)pixk>k()dZ%^IYidx6g;>Aw#4e0`6^O!q
zq48<+Fu|t8Mb~h2?;)-K<WNCv`x-#o0CC`49CTJ@Koo<i&|~pH_4>8`x@b+%3+x#H
z7%nIuTZXC|!*Ls(W*3AjOms^l6&ORF^cM)bgGMmmpjaA&vT$CNLm{OFl8fAsLA2J$
zhE2EZJiKROw11m;xE$WWV*vpHd*IR!;iGM>bOlu;1|MP4$yRG}=hm%q+!=WwW7qGl
z3SJT4nabOW$O$rECxWlPU)f2|jlD5ZD&#6mdT?!#OF~f_fPrgont2#(5hIuwcHOa0
zp6H@+=8ANMIuW7X<RiLBRMfQVJ^&vw@AUaD#XoP}Jtv9%;&@Wt%UI{I0_5D8?;`K~
zsAAZwxq~_aT&s%aX3yud_Z=8DKaFjP>R)f~4N%*;oE&D;kwWkv-~uxn8w4~4!UJ0;
z?ups^L#ZwY4-)1FFz|3b`+*frht?~sU5hZN{rTMEU4Cmo=_$Il?-T8n77WBTeG`v4
z9iK<uhgk1F#vwuYAQ)Y?ytl8gj}lfzk_+s#B4?Q22tk|-r4-dw*rNcpB05@rmCX_H
zHVdhz4)QQ(B`6d(5)}@DkKGLotiFU=oKnLmmAIs&!|Oq1zn?PT2nf2#^<DhxvRc%?
zR#`mB?3?7dSDvX1p!fmcC$LYwWzCzF`g&-NhbkX{32YhiE=6ZKBy4q`AY}!n1O!sp
z9KX9>5AuH0CGZhPFu3d*rr_qMF0#NUh<ZT2{nZ=)G&Xj-SwiuLq%^G6-p=FQdDlV(
zOyo99xeMgd#2saHAULBJqwMQ^G!UXmv)VNm*W$*tU)42%=QymJ2;KmmgKqD^#T|-#
zKs=$rB~&CnJ^-m?czv>o#G(Zf35+20{Q1_ao(EEb(5b<x58(-*!2wXAxTeh8!-v00
z%++${amZeXUkdY2ZMa$ETxRd{wa92Dw2fk2_zf9kB~K>`rm?K5Hbm;BUj86QLZu7q
zodw~ZzrRKGZpENisV|pB_ZZTn+MQ>orAC8v$JMD2Nv!SzRTY9airpV!v~26nDVc2{
z_Y27cH~^z?n1x78EG#AO3dl$l<IM5|u%pvz=<!wX^o>~m`LNOe?55?s2CW9WA1wwF
znnl+RP0qrR$DC{4;V60j>Xq2{&P=sg{hxz<@GQOS?>{(i=iONntgf!E<lpqS%>q(N
z$^pC&?rZ%YKCmLq<ILxaE6@BJ@QLqaGZ%<@3Q!4WhQfodLqpuy(@jneX{F*}!$V{n
z<iVyRErQYxsWp@;dw0ch)B`X&zks~zu2VDqt85IjrEv7k1ztfXN-(c_1eVi_yZ+TL
zUqX`_4M|SMa<k!8k$DilnsK!L6ZD{x30ag<HmEc(h=FGiWfBffe5s1neN&2h%8ai{
zxz{)rV5+UH9n>>}To-&9r!{;lu*{eh^)v`t5ae7XNb~j$cTW?3jsb0?<K6BMU$Apd
zn#FB$Seu+*I{`ZHJ#tAY#wcvp2e~wWygYw*3;e;)jE*s!vS4#i@Lg*zdb{b;M>0C2
zc7MZ$HgS&Dl_7k=pIWUykIu9n!jL2KYO$a(o(<dY;HM6OwT>dQ4;={XJ6hN}>eJZo
zf&ERA5@rzqZ?|^K8*OQzKRLO%s9oZ~VdcJ>LXD5Ea|6N+7~lykv*R2@@qTp3LWS@>
zB-A_laO3(?%opZhs2v$$zgzf290)c!uG4OfRHU|930A?W=gzrhL30haBmp2mWOR&a
zO7-#VbTfW!iZ}RoQ0>Lwq}%%^r)lZ~RtIWP?RwejmB(0TR1VZ8uSd;CE4{WouChmb
z>C#z%cyJ~Q=H1pf&5Zp>ZvRUGOcVmdPuV^ea&(AdXYhaEze7XTQh}^8yB`*=#ZLf)
zLxCh;ym1n@UlVdws!7aKr1P=a$vx@n`kQ!{yxy7miQMt#n?<?X^5O&cH6V}-KS!~O
zs0M)_*w0Oou1ut~L0k<89_g2Mq~wR0eMu~dLn6aq_7m8A*yEj3;uLh!dV{HLg4n^5
zu%oH|{*Y)@<gsF%aE$e2QE~ASgeAg$9Y*OQ@uKGp*H_8W(@nE}@E}3(&uazCR-u1K
zPtZgl;8Y51-lW<hd!y8(7yIbAKu$!><@_7<PH<hd_%pD3M%&o<Wx(K7E-@^4c@%o2
z%vJyOjwN>-k;Yme(@-j1wal1oE=xO>%{FV61afwO(mb!O4mM5`{wBXdXE7?sk`h(C
zJZ11;GiOmxUm5~PkqkC)o=+Kzj$<$pV$eM>_Lw?!MPVJfmgt@zzr);GA(hJ=-vXaq
z<gDA-U4C;pCGX7H;=;l`2oj`~fRYBOice!rg?zCwE>iUd;41ttIGo#-%`S-s2?Er>
zx=%~MPY&kSfm>DTK9T5^YsZ2U@gt(K-*wMSE0GcHPj4~kA+X~SeTZ@+aXi;+Jul|_
z0Q*r`Ii8!Qj1snbzc`TfRBsy_M{a*|<B_%x4pAtNsfcvka{kW!`&B3rM%tb46EW>*
zvq|U>24h+oA$*klg+>-wS-_jI84Ow+`S5%$p&B3`O5L0Xj_$yY@~_sP?#&5*|9f2@
z?T@N$VuFn|GU;VdP|^dEczW#PCf?hbna?ndEsqtOn>+vZwv`A_5rt7VMe1et``m5i
zY)UL)gUvH0M%3`QjKHxzxzqCtI4T_5?{VxvVK#WAxZ)Q3K|HQlPSnVjyqu0rwP0IN
zI_?cB49W_LrAwbWUOcdAOd6qk35fW{4=1k%a-s@TXlx|Eu;1L$v|D19P@)gbPdPdE
z`cHaMj+o=uuke+o@I=IlV!>5URLESYkt2SG(zmGN!wn+=Y+j&(9PmsO5Fn3H4|_mI
z)v-%=g8wB1P55bhH1p6N!VTk!|4$)oHi51k`4`VNo>h2In14pq?h}ZDo|);dGjhj1
z{<Vn*y6QNz7zWP}b%H0~i~S%>JhDRI`K!;Rkg^z)NEdK5LLq~rqN=aH(d`#SSR=fo
z=@fuWFIY16(&@-Z=GW%iZysxPHZkF(dJ8rD$-a4AfWb+PfOD!_vc51Wl|>X6`Zq)l
z-(cF&i~4=)PP-kl0We65;!4Qal{;V4E(Sy5=(JF~AQ%aflQ!q~LsK?FiHO)FI2aWc
z+4I8VGh=y+5@^*VaDOPWfptt3?FQNsME(#IadT#=$zA)^`{hz4ePX@?y4_QESq-R!
z_aoJN=)4K17Y~8_#nBK29modAX8{jxlv@1kqrzJ~3y=)x?WB=84|No(`dV3ImsRLh
zkDvm>#s}*TjCiK_bKz=WMZAUch~v%EH@J8|U-+>8B|5EeNc{*ehME_*7r^qZ&3iJ0
zlcp-_>*qp)MQ0>l6e(+Q`1HBCeCBLn`hTfk{1Go`kri9h#g&zPp3jkbeI#aJ)%{V+
zJvWvErlwpt63<c56cn12${3TnzlVrW<OFuO6?0=OZN1MUu+0D_(8~l{OqFUNwER6f
z1}9uWjOP-bz0yprjZ0|@DjPsK%-~JKV3&+NE?iIE6(a3@`vBzi?-+}xv2)l{Yi{2B
zD(j(=^b|y-yDBk~D*?&~#}wcd0=y>Q-Ygaug}(=4m1yvM@Xy)&XArf3e+@H}eu8p^
z>Q?kPlIzwbIjU!i<G{wzfQ!o>SGBfgk0?*07$m<({=<l3wCqG{8bu!c`OaDP>pkbn
z_*SNEQumMGCX8H}`NIyJXd`NFoIpup1w$($*F!IaDvvsJ?7{Kl0{^D*VppK%49g2`
zIRFj{f4+9RE>npF0yZ|0kPktfB>|BTc#BHyMS-!HdjPvpRRyDnnyiwWw_1mZ0i?n1
zKZp*ZMl=6Kk`~0~cFW1x-5V*Il;=tI1=YS=(|tfJQz$Ssl>n#mO!K9I9HV{JfsPeN
zCLce4P<eT|L~EL|K=IDzL+imxQ2I1@INVTrdmmKdbVC0d1wg@471HOw|D!U1H1Zyz
z;d6|X#-ClC&Nb`Sa-U1zUhD8`!44UP=#xMe_V|DPaj`n^MfEv451O1o$O~Q`3EX0e
zVj=LD){kBoh)xrQGa(7&qob)wS&Kcx!|E<&QLDv6C<6-WVyH?3@%?D!=JN5$?R(O(
z4T&5pS85~690*Jg41as`OMQ|EVa9wBc`KO*mc(AY{K4}X(5$~HOK`M-2gc_e*BH0A
z9a<PA1jyjc+4k@`DC^KS;RXJ`=>E_~?)2ri>z)3k37nog3E;`c$KYUPPHA_*sm%=~
zia1#CGiMyWd)&%Udr4`7=vyh?FXq4%|CX1QTf_LVNOW2<ZKJqF6veSVp^=?37680|
z1O+M(d7NQf1E>F>sKkIT$`X9xi3q=Wb2*mE-)Xi#*8+z0P>hR|9pAfm3Hnv8Zoh|q
zt)Ojyj=<UE>BA$vHJ3Fq78rwZAvq4Yj$7Wf+OyPoh0fWYer7YaCmHw4A|XSoNm1g}
zm>S*sh<_F$)`|K?2ejeDFF7Dc_+j2vR?hxb(8oi}+0zpU1EmLfd0Nr}q=LmaLh<yM
z`6wv?RT6gZ6PJg#C9WO1SCnCZI7neWHU`(BhAfc-gQrn;e)#zDF$M}?NaT3Fm|3OB
z&cxVQ?r@i?>d&^l+r;m0r3ItSQGtof!za+}6GMp-X2Sn2a<_LqbWd#!i0Fxg>I*#)
z&KLA8xNbc#GeLwY;2LmHHrqC=?l<}ZL6IQ5RM4(KCORMJFOj5ZuHxe2-lR2$so?ff
zvN5WuXi2NuG&~LzU`dofL6@(ym0xqx^x6}<Pp@D>MnlQe&klmK0Ec8DHx#r~`tB-h
z!@)56K_@i}vI7JXo-8fo)x&rflt>{Ez4B>aHIwEFT7pL#Q*CJ$v!Rs=c2e265qKGW
zA>n?k$Cx7!0r#*B0(S50oS`LvA{opAmlq6pXp-fG`b_ePcLN?O|7e^NL#2T<J<-?O
z(x7tb4HI!I$F?1gX4~eq@k{q$-!lRyVD?QANjBoBv5H0~H=sE|3xqjE$o$@}|CBl!
zvP)L!dmCD5ygRs~RXAkR>s|91>&DiEB)dHev#ew=S4z+=HctC&D;T3-29jnWzkPXx
zZlKLY5mjq~6(<&b>`k6!umPbG6{jIpmJL0Z(98l!A^<TAnX6qvmKI@4wn?pEs2u7c
zk{fvl<v3C&{TJogxL%N?)G~=Hsa45<&Vw)5u6Dzo`!|h?CxoxkU`+&o9yX@^*;cS7
zTpKaa>`?vbNBG!=e$9h!ZqI-|lK2I%BG;{y35cXFKs`cF7RZPOdfiocT{cSpql`_e
zw<#LzYcKLB5g7%4J_#U605K|8p88_1AdonlYdcOZI$%Mp-`ch|-tEJ^odpj44QZ4m
zN+Fy(Ut7F%|2W}4b;F}4!9Xk!4KT_jb-F#kF>M|_6ND)`I9oL9WHC?PC+H~4GE0pk
z_tQH@%U0gwPDcXM{H~UM535{9?w0$z;}GdH8*RaZt7%C+JY!NTY|%EBqw1v5Qur<U
zX!dTzet>j$N(Q*S;~;ZW;^3uMUDr>Z{HhuB1h+E_%2|w>vIz+ZVFvHP)x0F<K<6c_
z2@d9Xe1L&b%ZJ(plbhGNs~obeu-`sQTCw$YTU!Loq)3w%)MAmj0A~)Fjo~16c$u_<
zHsyHDbLY=5L7|V$h#HFdhQ<YiJ%P?4*qDQdhYi^Rpg(Ev$GJ)g2CzDet^Wyo5w=P>
zvO0@C_XscqzE!c%7Ua@kXYm5G-xOPoo{4Q#4gMv>@uTJ=ZVObz;0}4Gmtz<?qR8U-
zOP6BsKyA9L>Z942!GKDK<g9xjje;6r%cFUFM!ilkYdSgIlJG73aiFuvlO^Yh!$#CM
zd<W{U=|TO{R^qc3Kpcs);o3v&6FfaDkur#(xV;f>@C?*N-@_xSvd`lm*i`<-2=WVe
z$*Rx%IR^G^4+NaQFdRGbd`aBsWbx-xW3b(5La+@wK%DcyV}6<eT{qnCtT%&9acW<F
ze@r<{fh&KxjeM6k0kO>;Q@5#GwH+40xI0sxNw!3Y!aiIC3C43cjTYI$Vn~+}kIGi$
zT+CvP%T#TL)P0&)xN9?qgs$xQd17$}FpmsB*>M!N=Y3C)7W}C;Z(F(jQQUQdjOH__
z&2mtrABDCqYS9lH2v8DGP}`1w(z(6u3`A{-plcKHP1l+av7gv<)>w~z9QhqDfHAP2
zC@CA>q76uHwghyd^#L8%xWpb5dvf#wZNaWZ>AuEkIn@)WWvM>Fp{Z$5`vfiE+mn++
z9NgSbQOPoSBu&8$$<go3B_m|GQZzisb@U`vpG^xjJj619(U4jOmFd9+gPyUNCIh`e
zH6-#{6S57iE;&Dd_3MrX3hZ-E>-*mHhSn*gLPfNWAz)nS;iVjPZ1PyfJ@DUq3Sy3{
zgKpOAykx8iygSrMd$4T7`jDZj4G1sb$DOdy(7)4p9IR->E3lf_JXEjly{mu)4VF<4
z4)j#oMn=y0>`}zDI7Q(EARAB_<<nD>=D^F*8#$oW5bU=r1u{%$B9f}G%26ZoytTi8
zg;x&7#)WU&6hz5?1Udk3MdTtw8-uK%yIE)-#O(zJzmQyu7;>Ipwjm~t<_un^>JXq2
zz*BcW*O2E))L=AD6LRpPVjTPYQ|z5?bG3f_{HYI}9Z+9$08v<-_{~ADg^XL*VW1r^
zf}4Tv9FM#%zKawHCtT1Wk%J9(?}xx`N0558v*e}G?(yY}l3(wmFubTV0R*PynwQz#
z=l0{{7B!zz!^I@gxQFm*qc72B#Nz`h0Jr-NR~>$B4)mqVRK?;z!OjH*{~hCm)^B6+
zAOXMRQ$W75g^kUj?A}9pHuw)?uy%Uj3O4CVCOnN*Ybw0_j4Y0oQBb^rRlthXtMi^e
zynY#4It5$`eqmu_a@fl5P1gQ2nHX!tbL!S|WuyYeLEg>6pfMs$m|;u9n>N7b3y6*U
zj@Fv+9_ZX<J{oyB0-+~_4de{fjcdw&J(jdv8ub)+e<4z6XVa7V;ln#fMu{8DN>*qy
zl;S6f9;YJ8fu~rYm`QL<cqxzV6_IpkOPBCrAdKoZ{A$6hb`O>AD@i@PmzWhoC?*-y
zaxA4ZqihVoi9|7^xX5+Vo-I@zAT*bPKC7y#vhZ+;VpqQ{QC=mCamwDPHD%?l1)X8^
z!;hwZij>Vv`$a`hg5XDgwq)Hp0TP8GWC=AMF!x!3nsV;FD-`umzd$B~Y6_Zdu#Wjo
zX%|olQTR56&!IP$!{HYtTD);nsRp7wAhe13=?Sjox%aB4Y+U)PO!|dFwY8|b#X-AJ
zl8++-4HWueiJ9r~M@D{r#e0eupZpcb5XaE$h5BijJV-L0BiF{o;r_OjOF^(N*}Qr4
zK1>%04yi8*;k&p=A0qn~2wgP7d&LryKy2nUS1!d?o8uXqZ!STN0{h@7m+rDlA3l8&
zu`ND_yxcP}B1-(&NOD}>C`g_)UhVtmvRvOZ7q%Nl(Fqsut86^AoyOT4kb_l87GZdj
zsc&J4y;CX-tO*Y%hyx}Dw(z-&7M(C{x?f^>wBXLRm6*f9?3Vz8tG@Z%bPTZm5p)_o
z=$8q?AmAWM?22~k-ZKJGYn@wU=!^y#K&>D#i}ljmv6?ZwyXRxgMS6bVTJUqYGYZ?<
zIwhsXh&HVtz90fC`ug^K?J6aB5SfOwUciW$2TFy!!-M~Kxd;iJh9$ttc!3N}HKWMw
z{e#<2!mbPiPp<Js6vI&dkzZtKDdKjtQ5>!tEUE7KY((!LVsNxLz=(kIVEfH(e|Q8|
zHV7x1OX@o^FGXU@{<B`v0s*M*RyDrKh>k-eTBpjAV7PC@i_jx1dSFIN&|3bdj-wR`
z!36q<r~)6g>kz158zX@XP=#Cf?&+arrjwcm@b$#;XkI=!agcgR$kxE1-DEb(R%uGS
z(H2clK;O%=)C$;n_spUKO7P0tP9fk3U~+)Xp%JJ+?+ikP>gwR&;O2Hw4xKlIe}uy(
z2)qS)6SR|LmIsU>L;ny`${oP=Bj%QuHp08M#e(PqES=-D`?=;DMb^H6_z4#^8lv03
z!-u2w2KTyFuS|Tw#rq583!Wko)<#stT$NUN{#%8NC5<=&tz;DcDQIc2M1<|aR~?#>
zM^b`7l;Q@50v4Qyw$&Rei6jCU`9`U`xaS+aysF7jf%TgWMfdZ*qa`@2p{C5%Tb48)
zioODK{pc%Tc?dR`oA)HD6`eQP74}(r7T4>+-qnjo1F!gxs6jNP=`(MX#FWhWF0a)N
z7lDP!Pq2Z!7Z(V<9GgY2hch>Of3;u<#E+y@BM%kjV;|cF18+6<LyNnQ4~ps8|GR&I
z?hO9mZybMu8k;QvA{yyp_>}+Z&Ey4mf8t_?hliWm?Hc_#*q+C^%JQxz&@7<U!IQ(q
zye^6z%Z9c}cWUXKQIG<f*Y@zplCG1Ju2jdMG{V7>cbhwe4>yl$K5=0*X_^N1W(P(*
zFpC@MZDk^b&x3k0`ia?<k99a&zLkQif-T6tWA}$3gYri7(~+LXv&cCYfXfCl`f$B!
zRumj5wcilh#cx1<dtoF3yl(9`@I3a=hy}Maw^;8Q6+><S{>Kc1Q?#1MIQiyXa<XG1
zUjj0aZ*N0j68#el)5^16bNx!gT}-o;n!8XvzXu>+4&dM$Brxwo7ua20!M;Lg&dM`M
z5~l&$Q10mAM^l0jaFG`12;6%Et9rTf584*3z=oKLHV0pp8PH&Qt6tVxxAD|yHH;n6
z)4~L_QZDQf*id@zQJDwTItKGGYjc2XgD1ZhV{E8j0|Etnh45jjRmbnut5?Adu5U%~
zClp~!zM0sWdH@tY`%$OCyL)$cg<_0$KQr!nd^*(a8q>d)kh&6L&UXl9uEcdw-?#Xd
z&AohsxdVR+Z0;#$ILrZ2biR5$f7fMQ?_04wvqQB{AiD4u6tVz3VsBpdor48@W&2Gg
zb7_`PTx2UK`KSwZY0F}Q%;I6+xt-ronA!tB4{ot_nyum&`Bywgq#MLPVV5pls%Tu4
z3Dw^|N5}W1KBGeeh%70zzy-EsO?OJS@{X=d<Ko0c!DbkYNexn*fv|jX>3G*^Y{z$Z
z7G#>NxYiR?mT|VS2LVgM=~fU9>MR&^*F_bKg+={@?eWe~6zZh>rJ)tb7H?}>gmI4=
zr*UnBuwevC<9bn%Fp$5exSa$u=|u_d0Ywb*F4*<G=V@?Wko0Dwej?-$_uQ)3Yc<d(
z`pG3KD!y5!H_U3na1q)b_l~$%i5|B{dLJ=X7);5+;R1Q!`}_{KN-WHXXV0EhDE>%J
z2mDL7!L4{m5r6IQCTBmX5dhF)4+w`1)Lui@o#xV0p|M65nJXaahqnX%1`5JJP!)j8
zm^cMx%7bQclHjgw+0U2u2j2E`{v9ph`ZSKZV&VEjNj-mJ!S=Ly&HeYmJ8Fv2r(lp=
zgzm8OEYie)o1lzU0Ja4*Qm$rOUwc-W2^fJBN1+7_(;f#O#1wS6$e)@%L68ipoM2bU
zP>1!m3@tK62!O@ACCMc$mqC*tC|#CjY5=}+oj$l!M^6glG<Xj|(a~Ip1fK_K%#V+?
zm3Z593}!4>x@i^$o!W}lr6_X%+_QcCjOOy&j~_aC>g%iO>gv+HxWf!dC<InS|4LDj
z3MNg2Lx6OStdl%@)K**XjJB3R?PHq6T(hQ5TmW(^Z2RjuK4MA+h#nUl3^HPht+!&&
z!YMN(837gm7ka&~GA@t+RKly<)k75)rAiv5j%tF@MHLalng%^RKuy#&&p-#`aOZ+P
z3JPJe?uG=8MflUATZV_$2_w#qG~Sp(LZ&^Tlr&NY5CmC7o~t6(4RD7xU}9&5z*=aC
zsZ>PVB1r^rP6aPKtt%<V1=jp<u+x`W4}Q$}pEyDC%^vrn6L`*vd9coP6gpb?g&uXh
zX}rQ({)$&Khn<`l60CT4VO}gOEb>qQN-bZ$7n(m0)dX#MmX&7&B16$z`bS={dtURR
z<4*Wf2O-v9hvp9dDFDV~8o6YvbSn$JDUs`S&FybY2LJTGs{G)-p;E<EG*n?1T?lN?
z#=NgD0P(=)=Nk}-n}|PC)5NvLzmvqS{?GTACEURG&Pij(YQVok8~*-c{8&E|-Ut2o
zC<Y$?uYOG!1K=EO+(1+z5vIeL>W7UR{jyB2n`Jsr?AE@dooW@0CsQlUVh>gk2V{#t
z+fb(mq^GCT23MGwnwBG-q@@p|QW#xPv*qhMVV|OtYNn!9ymLj8*0UEcW}|MTX!9iF
zzW@FPA4_Q8zbcXtIMorpg$CGrta--~Ohf<u#lxwc_XJ+@0WGHK9MV4jYi}JzJ3Po7
zQI|&Pqyey{_@+MEcFX)H5q~A$mTo59y81!!S#6<fC}u!Ca_0*Py!7P0#H^jlr2vHW
zAuzlV6dn#J*)Y=l43PleKql|$c^n$-Di(UwR_E{AL%l)-1!34ACGezi%$f5TI>8`R
z6rNeNbcH@&_@Db!g}eLz>n8j^x|jclUy~B~0X-*T?to~lyAgN$6VPu)rJSI~u;#)@
zMeF3$QBjOV&Ot#QC3Z~OU&ELkU?^xs^3-+ND!l_IWfxEzE$40oHGoWIM^fsknekJ$
zEis680*keFZEkfDl;l8*kJww<1em5M2JTr{84g`G9$Xwc&qxdmi<b(;dQE7@@Y}dE
zIA-z!rk_4f;(hA-`Dqy{sX>2dXJ=BU!1kp3dzf_u@`P;qdKSSixp(Z2nY2uo*nWHW
zO`YzjAQ%Bu2b|mKCNFay^G*P6v5p{1kVpGjSp=0iO6i`=;$db6Sp8Wjs4-Z3E~ndt
zs-mncITXW0CIgJCQ~kk3cpLUf$devt4H3{>^8Mv1#e!@olQMSPXJb(GhEu2gn{`QG
z6Dwgp6@BiWRW>u$vsK~IK5=V3`EYO_2wD_|$_%?(lYL4sT45BEC=x1j@G;(_8YqY~
ziv<&mPW;6AzTn?3i|)`jY*=P;_Njc~er%Tz#`j>?)31gqfJd9d4Nal!08|>BGN=fy
z)GfYM%krKm6A;+kGrOS|<q=bj@cHp^4~E1c_vMG~j)}2|=Vskv1K_imI2!c3=+KxK
z8yCkrTsm%deg8nqy<k`vobQ{`Tb2kquU@k18khfQsY$-1xOn+pXPS)R;o-4-;PhFc
zEqPDNg%22@AruR5v@!=r6N#DV9h{!G97RWTi#%5_lu(S$xW#BP=A((EqZbo1Y|wOI
z4CNj2M+X{CLXPBC_S<oTippaMpNM%#GEOV(F66|9T}7ZU`nf-&ja$O{I%7ofD*<Ts
z0_)I+vkqiFUSGSo86aLNQ1o$N7!Q>qy$ygEUmGq%jV*GxBoGA&sz;m?J<#asf$l-;
z2W|Q+1|(T|sUrF_iXE3sAwhw-f0?ADB({5EV(|p$RTs_%Tvg)pgQ7AinI3{26pkcR
zH&xlP_{29RGM)$R0YUK+Fm8{~q@N!e{p18uG}^y)|8P$Ee5t{(B}riL9)M811CgTe
z;#}Eh*XaH)@;p<@rMM_Weu8}zvKt(Q^4|f26PN%A0YQre$)X*x$A8P--jC6qsKB=1
z@C!q4h=B<zT~iS{>?Cq*_<UF9TAE*8eCm%pI0{U1^niJX&kCycv@L$cl>(D^x<i12
zGBL!w-!WCL@A|!{54<`~M$l2@)d9Q&Pe@FA!;Bl@#tmsEJ(y(yd_~Uqpo;W6hC2#)
zG3F5jnGVr@^X3KP8Z~E4f9XC*kT<w*rt(`GllX#Ozc!QE^)RdB$7=ZZxxC3ad8s&~
zt_SElX%*niztCm-%ClB^hvozG!l6P82=r68t4lMttsFts{<ylD6ScEdmOT@yx#C@u
z*vj=F@LC|^E3C9Q+WA4TywTPxd6a994@-mPG#!F0U{I?j=ZAbNT@o-?1a3=Srux;Z
zXIPNrvj`*yJ$;vxEhfgmPx-33p%0?^HDQUtdoVea=YSyL{pgaavtoA1R-q-y0uL&)
zyKK>_9htfSFla{TSebU*Ta2kQ0!sbHe-;iw!%Oe^{i}^%pM-IX(9*$3490F8W~Qg0
zR99AXX$t_YP8bZq!rYU9zNluy=AjP>n);t_I#gSS9sAVR7Yam*nc-f&y1*V-N?Xo;
zPPfvr7O^28V7Y%I4={B_+ydoPAMf(1dR^Oj5%29CRk1Lh{)RK|F^*VVFG9j6{&a~b
zx{wMx+p$)d`e&&BiDpJ?d0)0eOwCtdi|PpLaM6Hl2~a823|0@E=7J>S>VSOp9VjDB
z^tZGft9~nI!42D9(A$;&4y3UGwrT2I4a9t&WbMjmcECC!ZzvK7p!cH$qzub@IaV03
zno=BoG;@-G6ZG=lA1@xD=`7lIVRquQbL;T=GAvzu*h(N?5!f%NQK5OPlheNs)Ld2*
zL8i*??zA<NXa%$IDH!F@KpcAb>?Woxul7zSLvMiLbjy1-p?S`&+A@NB0mC6<d#Irc
zt~Y_`^bzs3@nLW5#w-lFRl3h&fE8pynF7!LCy-~+6?4E2X{%eXmfi#|BBR{C8@o6T
zMA{drXNFQye-ap#sKxCjDPHq?me+9}eQvaFOG!?42VdcUVIsP<biAN(lCjES(B425
zHwHZffGn(4pZL6lG86QxPSLHz2J)AYEAkvbHU*T`Z`Fss#8edN-+$J0U<f}DOr0FG
z?DT81ktqe0&`ZNdn}RM7Ce6Y44#ogbD+JU}>gyB0_*~@Eh9rsiHy*;-5+Ts&KX%N0
zK?4hI8f(`kGQ`pPh3$tfik0yjugzVJ#MP0pv881BE;EVOn9cZ(qpdD$)3U?_j48`j
z4aWY9^MR`yJR%aPsflrU*IzSmj(OgElY_A*+v)>a0{!a6zMm!DfBIw~EFuzft{Y^I
zt~g&jh+=IH3DO-gY2x_oPV>LC*#N|Z6#rbtzUDjIZSxD;)6p+62dMt}R;k}niq@Z%
zq3r$b>K<!DLk=cQ^d=5gEw5i|VvF|yw^6LN{8IfXcD0pfBhhG_!B!%&nq3p@>2vUz
zT-B)FO&IaG)=gQ1xH8L5s9zy-gmbnf-U;AXWIvUz!A4=|>s!<_1AzuE0&aVei{Dsb
z^OZ&@6pz30dU0kc{<!tg^nR=K#{TE%XHR1wXzpp<koe*ILzf31PAJK&S+m?lF@@+|
z{YgOq0Y2FHJb2qQ`7~)j1|TLwTw~@>Zv6zMIu!poG}^6mil-*~E4a(fX?2xLv3LX$
zP&<nZO5Nyf=j7yElIvLerC}Nemy<^{rq@FWlbW8vIE!cYk3&V1moCGE$L)S4Xc*=I
zYV!4~7syy?0&<EO9Ojww_Z~AiW%{MA2V)5bAJB^Bh<YjsNwa=6ZG+4KAP(kfPx~w*
zotAz_r~i1TZRXTclXJk~<7E|j&N?T>XO3swu4~7NIs+NGY?b1IT-6uQQqUWDCJX?O
z^WrAQ2s<#e*LsEq(Y!+RV_S5us1ib-&qLT+c|brJ96We?&l~jNP*8+JsZ*O(Q&GW$
ziujiD?$j+CH=RCex@C*Oi4!F~Ga-CrS4sg&5>Gx4L9qD-C_9vbEDZW{$gzIm`ZxDI
zoI3ps*MB+VUE!z8Yi%-l=R9n$#(+Z=E+zNOI3&!NJgP4oo;_u?`t?Y<bb=wVftAMx
zY6xz{*v79J!19>Tac~0H<$%xe5U3s6MVB^A3-X}g9BveJ{?@iPZtS7k@9%wKkH$J*
zfJ2@f|GL<{_|%^fc655=7k=Hj3KDRDg0|P5nHKKeRQL)6mJ-w(HOcF%Z*^j$+n}uM
zDRR$kPI_DGJP7w_N(cg`7@&{Arr^>M)m)C#B|6L_AoEcN-hO>k6Dv&d8Sb8*vlxGV
zf4XA(bBGtE7LiRT{ambCFwRDJ%4NS{`F{1y_+zvz(drobd$dO_uBwuSSJnPO9d^|)
z+$YlOP1&JNVrNu-O*^$rb*yQt{-nl_nzd6CW##W|ukYCVDi=-q{O0CnaIyOyJyNpQ
ze;3>J4HcTOY!ga0sCo$t)(kg13Dpn7p3h{fu7aFgR<+TQW5+6qF`Ky$vn_xQ=Z65A
z)cl@P+R)O%22r_s0haLEiARu}Tgg0Y-F+$sBhEz~{+PyKFwhH;tjOw{DQqeb3fQCc
zx))QwAmiw<T>VwX&=)A-CgI?Ac)@h}4y-2dKPJ%QxYl@cEPf-V;qZ-rUy@6yXm#Pl
z@#ad0Y(6nDw+AvRD#DsoRxO$<WM$bTZgd=DDwlrGFE?~jzE5S9tSp9X`$v*ncjta|
zi1aUg!^$u@C)0mK<g_j`N`%Up`(-Vo10Y{%e2dHokdL-n?BuUKRMG>PV8dx^`PQq$
z)joSdY5O0*NL3Kak(dbuJBg*x;f3u<DTCIX&=<d5i~0CoFKx&J<$@MT;fc(ynCbBb
zjd?1MZZNa>S@N{3_g(){)ft(Q`w3s8rv-Sr+ru8Vw|E@G77A^ZpEObf+DwNF^f6&0
zhH4nyenLkfc{bpHh9uZlOtus7a<T1Zm09{$DS#;qrOwDYG>TqQTgeD3XvCpgP?b{r
zqlw?y{?3B-?qiogZ^HA%9^5A3xtMCfAv1y!$73U(dfTIeTR!PzH2-{9*Ze3WucPsL
zV?WM15OK{zKE)~*1JhpJL!=GB>I8$Pi<iZo`OEW7j*d5=r0(u*;yYFsj`EYRqnesc
zf8c)JR_dojxh<qV^&1}^Ix^Gsa3HhzFZzl){TT^|NUi`VDzDAN?|ADq3=LpJj?RT4
zbubx@1$)1EZnSFs+<f83T{su&KqW~y3--~y=t<}k*qxg4ye>ab_W8UavuL0Y@NRwC
z6R4eVI#5{)c^mm3eH1H$-=?-ZNNqmt=#y>OIHMNr*7%yKVe3D^p>WT#W1vIgFG~pF
zF-5g?oEJM*WUHgCP1DYxOYulmen;^J89DaD3n%V&wH0};`gKAbI~9vq+ySd;T*J`;
zZ=gJXM;Ul7Wj{H5XM9;EkMzU#T*X;nQo&RPk8?0U&ap9c_Px_=M|dA_A+T}!u3W5J
zGjlO6OiKYs28*xOXI?eiUf-`(PoJjMA^aS8D%353LTerWDggjy(x5N&24WrkL+TzN
z1F$WQpjqt2_MinnBJ<Y~>tX*vp-d39MBBMGYRntGoP2qBc$Jb;fo!YH>#-uyyUwGB
zYJ6Il128}^T=HY{f6+}3F}Fsdw!Ii(T()JkeDVD~5HQ1p>=(8rkU)Ds7=8CvMGee`
z!BORX3KxxR@1-AYG*wE)JiXIPEx__|vIWYd;HAb19un?#YU3A5HBxGyUDJ!gV0Vk#
z^&IfJJzoJ1K~`J;dUdDJ)XsA!)wdmA@U{8#Zr#i>t+B%?EHO@vm5#X;a?$l7j_@S_
z-rVxFw-%)zx+tJ`X?uP{X^Bewa$qti3@Qk<g?2~38WN?p`@Npir5qA8?n;Fe$W4YQ
z?=r=d&ig;<SqA8g#=EFGMN#63v}D^hY~i%AL$E|dj%_{$$(Grkn$pu?AN!&R6(CNJ
zKx95LFeYOAbKu09i!Ynat4>6CF&M9WjC8fO-C}Ur9Xh=Axo?hn9iHHDj9$OTFb``=
z?XY6<+cR&EREbhEiUO{2|D|2BL`%PxU$BTlsQz`=qIn~@{pdrkyS*+dDw3W1G1xQ4
zE=IYoJ;N2fmk!KBI3yhP+){>&+F@(<_Tdpsh%#fClTg<QY}(YOu-dnK-?**%{rM95
z&=e^_%5-3}1U=MTwl8*WmBmP-Hu$HqGBI{uu_rh|2t1FDjy}0%mu-QYC}h@{od`nl
z&WaKfnR5C-K%r|m{Lmb32q*ub9`qhA{6sP!2s22Sk5<O}{psad?mgPn>Z+@YJ(`|a
z1(2Rd2TY-%DDyga9B8Li&c4}Y(-Y2kgfIfN1QT?WOj)bc?UKZFP`u{S#sved_p3;`
z0h;1^YAO>gF0_HB!p>h}n=^J$xXcArABD@_?`K2dRaufgEtb2MSL2TyatOmQ*0K=$
z$WxrDTw+(1(NU8L6SjCQjJsk73&p$Qyk9nPC)LD4oR1ons+(6%&I#K?1A+k9FRaU4
zfd7JI?=KIA#r79^*tqdJG7SM)&4e2)_7_-F@-4_(G3Dr`w3|2gf&d`%ws;8NMcf`T
z0VxN`^$WCq7TBEYn#v~pbLTSQU^@Y#i@Xo<kYO~5yq*bzq+|qCp6H%<#W9Zxx*Kzg
zA#i7f-Ibf=PRvtO;IqhKvJxB4Ra_2e3Uux5?eEt~Pvs8XzIpjESdn55qE~=B1X7$Q
ze&uze5iXXVvdQ5}u<{xtg`{an8yn$&)o3HA<arUHRRJgnNo>+Ic7Wdtd;SWv!bi}4
zA$ugPTK+5beehQK%L&2Gm1gaBpBR~i+Zx0CoozsPhzDIZdHq0SkZ|rCIX3Sq@|aB$
zd?aYXAn!mU_s|x@L1bcZFcdILD?0#*7cX-FsMmSWN<GNDxk9`%wBKt%@-B08EpQr|
z5T8asnd$@Tjl1Vd`evs3Q>fx2pa;8%IkPvgafd;X?a%&$bDkrj^o^?sAodRk9FW36
z5mMd94}pdP9`f%vctl)VySg@Ghcv?8!`0D=V;dsICt0-+;gI2LHuM&A0*7BM%d;`H
zyl>~a!49e|YXD>B(gOM&p&=phsBgToH>#<1I!)+qAqj!h%9W8okoZMJOelIc_mw%i
z5$l|Nr|WYt1SC>+0ArEALA4dDIqu%2HY+4P_QxM+2<D<a0%h?69j6xRAK!nN8#)C7
zQEKyH#1E@Mn@;@q@7`%b=Jy;ORD@;5`gThx{se4{a{-3E|M*cK53fE9OS(S^@Tu)A
za9awXMG_t=)ZU@YI|GFD3<QWm`SPEr(peG`k8&#+6vI61!|w+NH$k@d++<CuE(Uyy
zA2eRPoE~uDP&XbfBdFhJhgbF=jYW&DLwh2r!EkVreCznzBkaoV?=<fZ&HG+gYG-Mw
z&mr*vJla0M+)ui@uRw1-7tmvl_lUz$DBUa7J56C6yzay9nTZ83g^=W`^q5RhLw|wR
z2~#J&YCA6V_p3KGHY!Wq*xTM*{I$#ktDhsTY6(J2rIeK~Vlz(0{#WUBwD2FQR-aT>
z1_Sv!1F9<#ra^8u&kc1JpT};(53vPAOgczoy(!@t<8>f+MO{0d?8v`am)v@~y783h
z`&soO^N)hL1gpy@LNF~zB8U*}o-9KV%sv4XSbuB#`Y@3PmkEO(Wx@O^l_KbRg$0?7
z`WLqzPj~tIqnN*<QyKW(M!+B6fV1)D8wso;8Y|VT<{f4M9wLbD9VXaeioMS;Y2um{
zugbFjp=9L$@3<7Ui#W%i4+cB>%IP<bxryz2lR%#E{N*PCFc**BVg2pQ<)PZyqM(A3
zB+5}_LctvcsOLbIDM+46#PM)3K~qcU3xNwL?Sox;LbZR3{QWIG0KF@2nO{f#@tq1q
zeCR*WFwEJ{F#?H;17Hsz!43BCH8LaCNXUY47y{t&1haMEDl#X(`$t>oDBd9t%rVes
z)zCNZ8aLa5?{<JFfEtquEJlUD6bi9uNfOV2qo9If>)@KxR}_Bk<+cCFr{(`$pZ|w+
z)c=9P_}{G7>Y`1lR!rI)xQXy0B;38JxmidZ?k3>gU~qyjl<@c`8c&*i1*pLdDFxhO
zWY2Trpa0p$`1w_W<NP)<J|2!iJ%EMfay9m+T<7#92h+!!(1Q5qKgMtgQxhjXa0qnS
zQBfufNPx$7rA{g0iX9h}5!mKqVSq_9UYM(l2RDgN0D976t{vJyye9Uu>t3T*Ab3Gw
zFF&TugZ<m3llHLVrll?Tn~L!iU`LEP(W8-(+5l=7%pLr51mi9lYH+$G@*q9MjT8X~
z7o%C1YT6Oy1i}-tNdkb;p<a&zj69~fBFT=H&L7zR;1EKHFU}e$nf2c*;DEq(z4L9@
zbi|Dn7-N$Jz4F;_zMvrB_~IycHda=%o*QP<pwat^LivKg=-Pu+CL0tCFOVJ>Rr8X1
znpXoT?BbA^r<=18f)K997vbQ5-n17;GWsQQ@`pLMJhc1pS4@svhTlfN5=#*T(L9Lu
za9Xj$-iQ!c@YD-g>)*;+m^hdu4Dw)X2#b`g&o)3_M8!A`T$)n=lt3zbz}>EH3qlpF
zu+nz@fYO-y5};V+U8R0>Y+`rW3yhDFh~uh6T;_3e<-;TW--%gb?m?7ahsu{8gg?K3
zkk0{>q1^eW1tPbDcP;#g5fU)Zq$@;t*yhbV5UT`Je>MH*H(WrU#1E-2Iwbi98PPyN
z4)E2Kl&Av!6}H=e$sSXc`+(&UH_0ZrdndNjz^B)?cDRzRXniFlBv}yppt-(^@d%nH
zAOaq*4%IAgzRxoGB)#v4u%F{R<Dmu-_=JJIy*Nn&NV<au^oth_S3=+i)UiX@j~m8K
zs65y<ZY-`)>?;Z)`Nxv8#($@ax=;MzmbEPk0U|4k`ezlX9ogB#D-`Qo!V(R=^p_>}
zVB<&Sr|}KnB7q7oPW3y7;2JxZ2<BxWS95ZZbt{Z!v}u(B3;G;9SzxaqyWo9uIo=r|
z6<D(p<V^Dm(DDd`p#O`l{{ZK@|NDn=tJ1O?WRsN?mF$(Bj1(oKQW_*%Hj$MPDkGx^
z$x0GJ2q94_iO5JHGkfO$c%9$h{Xc&9aopE&b{*Gso|Vt%{eF$-^Rb@1$jF;ia<R8(
zwV7UDYqzbj1)wAea$5jEr;h=t7`wQc{0I`m2?ZCv^AT=_EidD1=-`jQUk_m<-FItC
zDV5Kk3<9^}Xd=ETQb!XB4e5V?$K%h+f6FkCA*y~PIc|X{aVJ(KIlnCt69onNTT+T!
zKa14lNANE*qO>TgfKI`Ls?JysBoMi-e?D0`IlXXx{gFYrr}=5y)hx|Uq%7a%(Zlo=
zN!zYqTsoT|;JWcAE0Z)hTmGEbYWUyqSFGHf|Jr=u;sIPl%kw|q1FCNDI26P?j@|=G
z0;E5|Gl5L4!Rf7B=ph$epSV<R+p&X`#-!MTwgEOI*zwRUL`Lex{w)G#T~byCjBVqV
z8YLkXV%O8u)ZE|s717t|BLmmy+a|7S<poVhv0!zwK8Ho7AFu5#3S|45t%rLR*B0r~
zMv7nH+`ja9fP{SgH59prSPjT#@DDuQO}|_iB~drPy1~cD9{>{v#Jbh>^&7U-><oe2
zh*;<e3ow?|b`@WNGjap|!S6ppJnJB40xt~vR})VZghWKBgw!D=<d*?cM(zy?px)oV
zNv&A3S?|V;lGcBqJ;_-Mm>we6txcGxJewgT>4(+XK<3rwfGkBve*<O|q7)<V{pm4x
zWeC6n_3%MZszC3*rGKEm|5M#}%fb$UV&<JY3H!?n$2vbF!6eI1U=TJ^{Gh+YDub^S
zxEwMq+9nHb*+Do-MngdNwqMk8=UavboHZf1?@>)v;~8TqnBB~s`7zh_^3Uf{dl=Pa
zW%;<d&wezg5o(v5d78R~6|)*9iJKSg=ncf8lLj2g^fkX-z!RgG;WNMuV15DCJ(!x#
zLOJ5NEQ5ZwuebN3HGe+*GoCx5Gy_0ih`ka1FC$L$PZ9>$VrUo<{$7?2s_`=w+W>zv
zWIvc)Yk+$T?qgV!V0`Mi1LycFHqg`Rl&7iuC{RYh*h1zFLy3+<{#bJ6#+h#C(yMJE
zqGqpHusrajbs`N-gxWFpK-fP5inlY@D{f7^UZx|_%835~+jgOF4pKpk68~RV1dPZ?
zp$VsHMGDBb49mjeVgm7?=HJ?clAv!LNg)9x=m*~sN@~=wP=Rbl-uDBiYZ&4V7e+OR
zTZnB)7z*+pF@~TOC}v#T&a`1(IJy9@?xO{`MM83<UzK89!Q?!O*HB=F90*hmya=ZJ
zvW?A)s^YXQu28J3-wMqr08cIwLJdLdEnFhRy)AIf`afyU&HzRV5^jO<maeYz=k^3=
zyaC-gGV)zbYIfgd96^9Fb?_Pr%MQrP%M)GZpfP4C41cx!_4fws2k>;!BVGxKk%(I9
zxYVhH#f^JE{rHvV*ODrWmAD~(P;a8ZT|$8?la&UUwZyJTV1FX%{kOVI=5frr{Bn?n
z^b`Mp`oPPkz*P>4_=lDGXZ^tcNgHrns{fcJHc?oq0b8&IwB5C}LS>7(oygS)EKTWj
zV~n5;ug=OM4;KMEq*Vug3<8c!2nE#CEx?W9MSj!1TN3(sJT`%_xu9D>g(reVavrP|
z@z1o?hA>dU8^NHC!U8X6VQGn1Sh&&ZSAHPhmYS-X8fr3NPE(VJsqmRepo_jf1>h9_
zvw!3Z#!0_VJVAs-MTe~hYLxf{qn_fB>~$!GwvUG5Nc9kguw!c}b2Gpt*Vg+NLmHsH
zsRHAOz8HEaY`MUP!kg+o;o*G?@LHbh>$sGn_J6oS@GNKc?v00N_T<TJut9U<1)!h?
zeq}rO%Rq-5c({zoAcg<GUk^JE8!8guD^{7abS3IwK?INzI1p_bX}KY}IB>(uSWsq1
zh$^mW^naI2QL+KE!#8{g>*cp^v=~H-N()~VqJxhIU7@>Hi#~r6$5Aqd_O9T*x&i(5
zUtE1>)Sl4tkf?8<*0^`Ue}{s&#m)3Ni*oy0&>ci~y=fDYR+Mo$;46@D2mEI~<ox65
zuAe}Y^ovlwSTZn~hea#F=eLu?0~(@=mt!~-aSj011-$~FLPL(QBui-N$IK0NSBb-k
zU>tzh@m7dM^mg$hNU;&}fy*7o48A@|JP0hk!7}ou&yGYZLr{aW4x09U@CxJ=0giWj
zotcG09X9nUp#G5QkSz(q=!)^4x~q66r`WNzc9`FwByv=ulKcs_sc50Z5{m*K7@;C0
z;0paF!m=aXxB27gZblcz2!{hCevl@lq7JIAu7>2Hc<6c!sCy2Mt@u))pveluSvoVH
zd5XO=L^0qrVkr<h2ZA%~{&hHlw$wa?!WGMe{OItngeioE2p>_s>Bx~IBrV}|+i$EG
zB${l5W<knzoE?kYN*v00B?LnOxFE<0YBr=ll8}xiUv?GTu!vYD&NGZop~Ce;Brl*9
z0q>o9I>~^fO}Js86T#~cGc6&W-6+ckDv-=Wk8<(gAQJ_#VIeu2f+OA!|Eg_F0~qmp
zBkeWBYt<ruf@r~8F&XS)61+BVBRFou`o_9f(P@a`=FOX7_hbK?Y)FOUsW>zV!f3)D
z=NA7!FJ(l8rZ{SfzWsfGkxwwB!7{GG&2SdQErtS&t`)le_<QZkAeT?d%Ylk{9rno4
z3T^=&o-mc+hfY*i9^GP6zp^N<?f1MULrJT{!w?tCEt~$)Z>$kx-wJ;2z1|UBl)k*$
zr}^z~w9Qd1rHS@E`TVXuWy{Gn-Gj-4;EO_jQR>PARwJMa!~naYxyWt{ZM|G;TO8SO
z$kgZ}phg%CP8b{iw3Cuk_!qh-53bGG@8IAfghG!PeYf9sj%(Z-qfcuwz-)PCW6r%4
zP8!uImP=52KruHBX&haN&)@z!ui9sbBrNQBf2iH`^QC3Tdr)JbHurfyxB%FXFmu=_
zB&P#nk=eM@k?s}AxVw+*>np+ch)0G(X#R1m|K?tft3?SUuJw2pW?k;wvL1OR6-<SX
zq)r=ML`WV)TDeBD15)S(OvNUq2ZNGhJzg;|G#X+_zXK~)1)tF|Gc&WwRba9iNa7ot
z>Hu?aDbapCp@8_JQEXj6!ER}yrJmpJ2o>RUOv*|Cc-M<Mxf(HzB$^D0HkDkXLbS*V
zS=5xedNj%~#xX+B!A(0f>mH`gr<>`h)1qjS{pk#iGPkfW49Xea!=jY0x$tNX_6jO4
z5~tu#2+RHyUk8MOUay$jw(~^@)+Fj}EkvgvgNcIB^*9V8I}!m|)?xPw@7Y7HgO$Y(
zKAbUfhqBwW;dLW8X`kIQKre`ko~qc#Jb#3^lUpyt`Jv3B2K;z`ypARBed^Qqy1TnA
z_mB96AP77SX+9tK55+-8{Oo#<!h8yr?4peV<=gwdn#lstWrVhyd!XKqR`?DfJ31bh
z+XEQgDm{`@2r(>_3q+lVb4TmgvF5mt0qDOQ0e+NXw$tfKZ?BZ!#e8+P#g1^@5s(+3
zLF#AN0jR=_9*VTg<4tG-V#E0WwH^6<51K8Rx_&+vv9z?rS4_*zy|%?lZa>Ill9nP7
zzrHIaCguoIU6%EXjP8H<&2-jgV-9<Y00u?|L*?c8{aUeo-8SQyj$%9nlH`MeM?7AK
z1P}Y-iIU>{^RQ}KD_W*5gJ$H`+QG{VYsE?s*ymu_;#^M*`X_t);Z{P=fb$d$7s(Dy
zQ@HN?8Pqo7O7=@WXzngINk0y3MZL&nP{b4wt=(#$W1^$qddh!n>*_o?(5uR_NsU{7
z@Zj!AL)q{fLyv+G*JV;EvKtHSH$d2*0E2&r9cZ!3R3V=noEN77OSf%D)TfS)#(bYu
zYpj1{9AB!G4hzW36C=v(Zre*Zv>;TYxykC?3;i7El{2EbMtj)8t-cJ)ql`mQe;l-9
z;{~?q@?*Y;P=QH~{S@0mGNWB_vO2u2@jWZQ50ikNKZRcCZBg?QXAWf2-QNe_$0L>N
z0FbWXC#JbLVu{))s773XYS>8zFM{Nt;*2M#9u9YEDprc2f`2$85%}D2L1M;zHLm0=
zG7w>T3r-!1pyE1;76%;Ys)@hy2M3rQMy4<2+`LD%K$eshu^+C!Hia+)TEj=}BV;9Y
zeZQxj?y;<?MjU}w5bK)SRj-5m=sxng4c@=5ckhC*2?ZlWVs}t5Dlz&}Q1jAKT`lTN
zvbeH;r#eR#Ogx}Ictu5F?ui!HW7g8qVYgd`O!Zr(k57uCdYZjXK1bDI+Wu4bDrqMx
zR9Mu=w<n@~bcWJmWuwmxl0FPO;Smyi9XAI*sxIybYK-E6r*WUu+RAjL>#$fJ)gZch
z^D=%lgV91GMCfRYVb;X8bc|laBS-tL=cf1evO*;VpWrhA)`wh}i~~jDeJG8dd#^4T
z99A9w^M_oCW!)_h!(jjIOp9MH6)(3uT1W^Q+(Q|<N$+qnAr#qhJ^L~YF3)VcW&X`%
zDxQ;wM=8MzOcWLf)GGL~&aoVbNyOeklpfGoywZ8MQ5RXO!j7ct($PC|p<@Js5)u)i
zo_^dOf<zqwW;p8nT+UD~@vW!*xEbpQ*PMRhA?y36jExUJb(ChOE6B;wSpiQ}i*q2v
zrOYeLYH_vhYEdXAkA&dk>CK%8902OLZQG_>#6xl$<VOEVW3%0XK|!}6gQkvH!`P3#
zuaRti-oPO0TWc$ik&#g-3<%7a%BL2tzMIN>Ij!|cElBD4F466`PnnvEBGG=!Vkwa!
zoHsE^KrnM1{7b>Gc(6|$a0g#i2jKyRCx-&!W@^tflYLIVEF}=5CFi;D?6O3>x^ptc
z53KU_c8Gm^3u~bi{vtQXUo=iG<rdFMAuLlV{3N}!SywJRXBUA6$>BFBMas(W-hB(i
za|HSw=PFD0vdtK)2-|^^lM~6ZGWQXP=o0NYTq`DA?9lN}03MzZ-FptrYk-|_*&x&Y
z<A<b0oHF(u7h{Ry3JgaRD2PTFhRDEpfMu(BhWh$d;5JFCy4V`&T??e78F)T1DwF){
z)-LMtuQ5lI_^B!6{np{$y$EiVNaxZ_QnGS$FM>q_*n?Cv=2ISz2YGA?PT`0gS2W7r
zmiakEC^R@VxZBp%)z&^;i1wzhDlbZF^aEW!ki=^_ZhiIXKdGSD>xJ|4bFjU!C+QM$
zOQzSpf@=zJI@s<l>!~j#Id3nk)IRr?rAKjLo@4(354UTIQ31)$AHZt^mLoIfQesuF
zTWk`mm^qFsmMF%$zvBuZKpF(Gv%$YP85(1boINH%fv1PjTVdG5$v!JTx%jqg8n6&+
zE)G-x)0e6ak524K6-sR%L7eH%ErFEl7~Odz%y<WxWRw|}ynfRK)$Dz!n;8Q&*u3=K
z?VGE7->|Z?>wrVSNu#h?^~$wtb*N=`>}bE_VQR{bs*f`X)9e6dBUkLsz6>c|Q|D8=
znKq&YA;uc`U)ru-gtw9iG{y^<LITiP!NopD`Jo72c0|Z$D13)cy#?@ef72P-UTP}d
zMe0jfVTm5&rCkn9d&w_8g~(<rOZ+XM)8V{Mop6?x#?!Api~8r$=i#Bz(Z_{_%tKlx
z^tfhojhGo3`?jm;<yHdJBV8c$zEV%hW>vFa%vWY-XM;TP^$^2(jUY<oR_of?O$sx{
zeS)?HO%Ff~&f8Bb8EC4L3P+gUwY2EwTWoq^GUod;Xk<H6?-xGqXvMRj0p5ae2eQ-!
z@TO~j|1?&k%Xn9adfGX}5oFGobZVl`B_7kSUjtEq41O)8ftR;=5MpM)EtoIy@zBp7
zM%PfdbM<Z6x^=glTp~^iv=Ztwg`qesMDEQUO}KvbDzAcqcY~$bt@j9m2Z>{D@!bM9
z5aMT$2GlUWbZcMLB+8f#?;sFug7B&d@@!cVKO0+H_&?=gqDLaH>$|}OH<Xd8$X9B+
ziuZ@YG7gPCW`T5l?ay-0zsU{#t2VL~JRTeckRpqPfv({>RJ0%!;nNmGA8*+TQ_A~9
z=@=wombLRI=?bFMxdiX1Kj%Eo=IDF(>Y&2Z6+S$2mc);R@?yD}SCR;}$f4c5RaqKJ
z{64;LEyZjWEAb_|IUFZWGD+?CoKy`SKYxx3g9)cDTF21q0waQ|2CA8#OK%zEw=-|s
zriQW?-d6d&oPUnAo{=(B%pM=N1!;<GN~ryV(RUS}#mPs%$YckhgFX67;si#~UW1cB
z%hmNTP$Y`p=S^Y=+H33<^@Nm>41FLHQ`CCMboABpkdN42)*WGzD}dt&se3@>2LB$d
z2Cj?(N}iCn9^Zj{jKyROQhFZ6S2;WSy*Lt=Xe=<@NOFEnO*w4Zv<c#8zj~EnJ1H_*
z0Vgp^v)&iSCK%MBfDgiNicsir=S+-H#Vw_AlHs2dTFPMPyNS{~$7l~Et2o~A_n?->
zlZ#1A)PbT(v6_5bXixf}R>n(|fMAt;K=YvNtgPX}e~Y-yDL<m)$y{%Z1^h84p^sj!
zBBI+i6Vs~Gk88mtk5+F0E%PN{;E8U(<7-~CblKHxg??)qdOG{+bvwv7Ir73ubDh$C
zhJvea{{4Fj!El5PhoXug5{9lz%ea+magBy@aB$Ql*IbYYK`1Tb;cK1zY~ku$&0mV+
zbOioF<k62uwbvVme?MTCI>39aeRheXSxHQFH0*Ri-@3X)$9pO*R<LYp0V$ctISd3}
zmVBV${KGH058G4EUEGhkpu+}|qmkGbKDc{sL-3Fadpv3+zVUAbH5L056)gw}z8psW
zbKOQ}fnYF#aH^bt7*};gn_F*cg9@-si2Gn+jV8z7>RfDWtf9HN!eccQD@YUI25XD~
zIY~x~k*PwE$EgF~Fv-0S=l~JtSoDhN<3CUA5$Ls(0?hUJ)vE*?h+t(K8ya?ge8nD7
zJ+)$bao98DM)_QJx2@ozL(U)7`zrP}_&G2lh4eBqKV)UUPn3rG$>CV8>RzITt|J*o
zpTn<v#ttwwZjpN1ChWDp-P+iA2VgdE;E6_*GIT-yXxUwBx*@3siq9T=YK8&zIanCf
z-#B6*tS1Qz=((Wdg7QUUH5#y%Ht_JB%{S~!Rjw4701RFIEuW~QqW2{`yX}mv?fCqU
z-CW$<(LEk0Jroxk^-jICVMUMJbEjW2P9Gp8>FU(g*W=*JyrtA>BN@RduZ@R+5Yts9
zdZ!>RY4iqg0YzcQ{`vC<*}Fo>T^GQF8!X%;ru!56C84QDB8~Zhj;t>ChA6#iiMo4t
z;NL3FPKDhLdejRMRm?v<!h}Lio!d^LRt2p;7FCiYbT?Iq#F-#(;{)IUPx)U4Xlvo3
zPc1J`#HJ>_7pTlDJfoSLCE`guE0#DOY#&w_oIp|c?y0G(zZL%VT7l6xQd^l}Xnfp7
zW3LDAor({TJ*eaM2jj(u|CwB#l^4MGw<Ml>#EZNi?=D+@v5So^Rv*gHVhU9464-w!
z@9lH2Q9)t=XN+q4g^uOtiy_7vGJLco0~w&u$F8pTeKkQ@IXQp=gAk2rxKucC&EVC)
ziDsD;RbCPtiGN8m#Z@_oGuh)^XOT6IWDghunu1?fK`=TVeFmG!Qocg`2#Xp{Feolj
zID-2?UV%(H*T<g2=upMP$fyY%7Q({9NDjD(;|S|cuOmh6di%0w*CeV2Ja~i`1>(38
z6}1t~+|kRzgYSp*c<luge$7x6e98apC+OtjLLM;wemj{Y^Ff29+emjKxg9tY5!K5L
zp!J!86B8qiA1FsO71Bs|23>{F=bI?-4ae1*iq;Q5=QPVRzFsGRg9@*pc%6L0oCBrq
zG2GJfh@wxrE%qvyoPXqJj{Gz;$RXpcOmi}$^%HaiU?(IYt58s0f-K6<H_?zbL{-Jg
zN&sIC7}#@AWVm4(u}(S+sn^qg8Xg}P06j2rs14f?qW16ZbSq-sm9*t9K9SG9kD0m;
zr;~+<!k`{M%k2)@fN^K7q0?#a-@Qvkx>u6!;lKlPbboJfG?Uo1*d~H!VO{$LeG(2e
z6%&+|eSj^91bH&e(4{OXCO$zvP6=EC`l$8(=Ty_D@Dxzw;<F`xS>C*VjwV^GhwtB9
zaU}+PH=qZsaFNB=!tJk)E$4fErRJBx5*uI$h#!GsKwzA0u`87#Q%pNO8hSvawI2l}
ztDaV%_kF()3$rh$-@$ktT;E%EW_8QP3G(yTW>4JVriEvlq^g*ibziY)lB#kgi{}j<
zXf1qD)mW@(EB^jD6;x9VpCs(IyAL0B{it+1h6fu6twjwQEI`C(p@q-%R517TgJ(-Q
zza6U<9|<TV)>)~WbX=HKW%H3-0|S%eU-Nza_Cy|MQ7ay4d+?ACNDPwXNFFu{Ck_tz
zuZHw?OtirR^S%fdvR|ETpGKt<6CXd^R)C)e4iGCHeQ=Ee%Zl(_ftV1C%=(O;8MP(#
zxw#%{z%Oa7-1oG_*}@TBb6z50ajb?pq-n;>r!hmD@A^LragbZoMvL~p4A{1;2Ry?T
z{&qEq#22~^L}`E*f-~<PO5_BzA2ZVC$T*6R*8;Q)Iqq)o3yNe@L$`l2+sGak1A3`^
zNL3ToRt6P`V%|$8h(>CW;5wPPx#0j628mSxQmStwKlg};pk3PyqWq`tI*ZNedj|jZ
zR{P^^0Ilg)TFjq-Ke${^ucbt1t1$DCAnA9Cv^SN2jJQ`IVHSB4{V1(|g0?@8yjw`(
zVu`p1fCu^=bqt?O`3XSuijB<$G!JB4k*QOw8X+G{;Q=7Ef>w;cEbAIv9EDi)SY@kj
z4=CmM8A==z9J`&{#XaV1{^2`#c;y&nr|0B^LFD9aw!g!;S`Nz;A^Bv85e~#gC_AaB
zhA$<1&7H<Ig{4Y938d#+WnPw)#HFl`ULpcMS}G!VsT3#V(M@i&E=S<kgM+spc|=el
z8%kcp@MU7)>aclhRY*W|$F`HkBrF4G1&KUo3lD@r!L9121wi{2xoI7-(g8Blq!fmu
zcqp#nu+&MhhrGemwcDA@Qt-PNV0ahE!dp*_xPTBPg1ixPK^s?R=K|yyWay<RoIh%p
zbL-RPgHu3WkWGd>4*RMKcP6{jI`}(wpgFY!Ru0=%;_u(TDeHHIt3&YU2HYla#qAh2
zJu=#&Q4hJe%n8TPNw7etAFh5xLt_Kf%NGG}j(h!Itwm(_YcJUyrgoIbML;J>@yv5^
zO5rDJ*2?AX3BupR!yIw_x<FO%#^8Y~+Bl*Ba~@h-YOlmbn*4JryX_se8UY}Lg|D2L
z-nr+IjkPraV9+oWVo-hlyP<VEWy_1=P-Hj5uk&V~&temgj}@*d)Yaf997<PS6eQqO
z!Qu(3QN~z_6faCTxm?sq8Tt8Y5hOX}+6EiwQdZHkfVIpM(^vw3mzO&|r8-JwJww2e
zGO!|jxb8i@D?h?fCTX1Z8>AZI@lBU+Jx4V{qP~)nnt}6DpLEn^GRkhVzTIdDkK}2X
z!SG_p-YYnzE^AiVXA+8r)qD_lygCyGsG=-Q8N*Zi1)*X;BDUl&HqEUY;+Z@svvqO8
zXRV2-6C-6kW-_3U$AiGWuAga=W_pBb9kSs&FleC3-ZhkA7yZ9haHdI_<K6kG04&)l
z%tV|5TmscaNZVDcV;fbiWkKrLbzPW7*m%L=I@i-@Zm8z*5wN$eUKPRnK?dP_d2dL@
z(JaLzB!pt<f<TOcnOQUBYQ|XOtM+HeM(K7>K*IAo;MFxiX2xa{%&?>h8fEgLLGa|&
z@(}kTlU&FyHxzd0czeGtyVy!k362&E+(y!};1n)EsU%$(>2Q2dKSa9<-dUB`-Z%(b
zDAQ@z(`u=S@@Zerqd8BXhTgr)g6D{IWyQt=(_3z-RO1l{3kmh!+$;uF0J&Ar6QH7I
zpNxY>r4W-mY|H<u<7ETa@dQLo^s>G^tK+U-qAo+H3s<@)yz4<PczWwm$_a8uXR_kY
zUI6;H^2fMx>Q6~T1RWTV2KZGyMKqIX)2q)CsScE-cCg(gOO6;O^M>+T6|%yNb?K5I
zP-8FER;xlDTBOV~VG1Xn7XwYAt{@J3CA}|vGpfrbqT3Pkm@0&OZaLTrC)ocw-AI|^
z2W4bBuZhoE<(yG&ydZH``yyAYwPCvb`xZqOzKWJ(hr4T`2W)|2CmwUYU~1&WPqS49
zF4u$trN4Ru7Y(r&!pfZj-9{Mc<iPC(p>^YgpX^~~VM~Zw4+vIN>zQi$pXozzAgFsH
z;KviU2*$y9{JIaI3^HeQi@#z;xQ}d1&-QgkaSQjvig}6gF#%=-P3;YZ_6Ffzz<D79
zf>;HY(%5!M<D`#%<J~x|pxh?dvBEz3RH5@lCf(;pmMr)0e1ZV)v-^<~in&a#w=;_0
z3_p*9S>XeI_m-KG+Mwrg>X@@>cg7NB*povdKUOOH#bwv*@PFo4Zh(&!p=EmsDvJI~
zKri_{PQPK7W9?tQ%$z=I0Y@uwL=xR4@nNFE@q`@^H^;};R%KPy+PEKv6g`X#jh_QB
zX(F%mH(RpXZ`S;tKNu_k#hO>>{pAF|07%7SkRXLaEgs`_uk5*luA{Zp4-t82%iBkY
zuoD;njt`_If)(6l80&Jq$?@UqTP|hYdp}~MAg=M%;5IHUJ!~K--fO&ni`~8gt1(t*
z5bh!e&D)JviyUxI%vX+}coY$V(jpGj47L2BTM$R9pj{|9C5psdZdxi(w!p8okG>1c
z?G_15{l3W<&f5zTu6vDcsq~#Zh%<A>x6LKc68$|IC?*3I@ts?|ykCQA`E&SR^ii=s
z{2DIAMIH_a5g`-HZu+Kqa}=4|DWl|$!9c&8FgTSfzxGwg<fWzgBf1-zoCEVuT7RfW
z!#D%`#{k`=bT?``q~;)@l!UGgJ2CCpq2b~piDFx@`=V$}<5KA)y7T`v#l%~p%FBb|
z7}HMyldNa4kF9fp#v71EJTeV%fb9Bm{_5q+XJI8BUsGHfN|VDcw76xr08d3&to|{^
zTABu`8jbEiS2tq$z|mvJW>38^6|;sMtHWlzy}5>~M0;d-)_uUC)Og<!JS02_4Al9Y
zxy{ViaEJ1i8E5HVi^!!b#qd`+ndY7@-@@!xut#X$wtSndvcSLuUj!9k@?U#Ce|r{s
z9(+H$(Qo2J+L+yDn=L9K@kwwWhnVXKiYmp7H%NWOLF0O+5``2bd8G9W3Hf{b<iw^f
z(rMm%7Ox|K%?u$`_}lqe^9?mP&5BHx@3v3Fy`T=l31<$pH}1|A1q&-wH#DlE<?6&A
zG~>zp^o0l}Pri~rfj$@m>c-||SfMvV0|$CI4Ny4}^9)n%r}g8St<Y8CuK^W<xzXCT
zwt4MlJi0^_gsp<ux&v@w1EWOp80r{$bfY-80Y+r5)U?|c<HJNXUVyT7)MZ&~L=dGk
z8h8Aa`Cq+p5TI#=l9LfEd&6dhI^4CwErlNxjzYQBu11Y;`>dx=WrS^wcHr!SRIYpM
z{N8>06tApeN@C_`LT4e71pN{z`9Y3PbRW@Spn+8g-a|5kAlIk~8aon-jeIeb(8<w?
zDa^YB9yD9I9?g!4VmrWAYz?v!cMWcq4e$0P_oFUk$-p**H{KU&x~A+6MSBvQAvp^O
zOipas<X-WE<MB@uf4PqE2OCIlgM&>*Mg}gwzMR6AsaJx7!=YG$;^I;8PRzK=Bb}P0
z7b6}3o{N!tvL9m;h3<ST)|zT$(gskDgtE&A-G8}k`>(x%P8#V+3Rk|``SxvGxuAQF
z69zVLgl`}etB@JLP<9$vD<;-*+3lS<!K7Vbu7}72EPZ@23Ah5doa&>{6BCHc)>aH8
zFq9@GyX;fm#|HY*e7bc!YxFb!;)PSIe9mQLq_a^rb`+cQ)?XB_fmdb<0V*R?C*abq
z&UStlGiK%776=UoQhu&im8RG{LR$i|4T<wd@p1uy%l~TcUkOopgx?SeqyZ{}u4)T3
zQr_3E9lEQe5~-GPJPTK<?W39bSAR9T^H5~oy;}=-2nNDM<;sUi?>sBFpLwm(1(zGa
zamOW$lI=uFPSb<x2aSd;dPE_|vn|p=$kgB#;Y=}=i*Tm8No))a$`H<wCID<Jgkz_0
z*@EA|600=zk@9ouV-hxCS^i=)D_GH;_k({6Hg(y9gBzp{Z9Em7$&DvNT!FY_+`SS{
zh{#{D{fhkvbsG|c=7+9zrfg3)$|jIL{+Q!i)=P;JBabqv0dT;y{(#)XTng`z2LP@x
zp}qC1KO9w`^W&;CH?2dTj$TDO-9a<k=5ZZOV9hTV=U?{j+VI2?G=xluedDr;3Dou-
z<W2eaplLKOdj9;BC;&WiUB&cUUAuDS5sGxw3?BE&ep^3!(P2Xhs<&^|!Pu*!p}g|o
zt^ITGQD;#c;G8Bg1`y)ISTprxO4|DB)rOYlYMYsqbx%G$5#A%r;rPg@)Vr*#49*Bn
zA9_T%W3ND^d?!9$I>T|(es?Nfw@^}i<Bq7ot0|Ys1F(X|y7G&ad=wy5kT5miv6r`9
zo1?MVco9lV2)mGZ`W%X)%KS_(E&v0-p#W9lGGQw^*?|cg9hZ5he{VKOU;5_?<$(4t
zz7$kte~L6Q7V-asJX;F0&(%UXLNa#${f+b?Cn2sk5+VV@^|eP%_1Rtk;=h2?KEhps
z;Bn%)z^_2@(sl|<a58%0gdQYz5xA-9>vx8$yFQDk#2G`NWS|y+gw#Eg3s|(_Uqc^^
zxCz=*kqXcQ9DroG_+)%sTm$k>)NM{aJ)X9a&F9bW&9BkI5Z@s&HIR}O^EIAh3^0~B
zTI;a`M(M}NY&P%NYzvYkG?m7+8jMT-0nD9oU@c0sb-VG0v61|sQH=p2^22N1>>oOZ
z=%}b_wH;<o61E4bC}^l$b$Lknf$qH&?GdiQ7ccGtLZaMkv5f1q0~;OWE6iaLOP-dD
z?@0rVO9Ll2rhNtA&hS-QqK!R?v7YAv+Cc;XdSm*6UX!34tU3fngZvU0jU1q~aP_o4
zRBhvjjRa!;f)*-7L>lo&{lB}lFb`8@WlB^v(u8Y5q`=D9bsy44qpez+{z|olJZnZ(
zg8}k7;70f>;#ZcPeH-*s{?~o=p}4>y4In{sak>5x>Ov?mI$*NI-vgF<U$6NrGdf0M
z2T4wD0W^K(@@1(GLpDP|+QeM?ng29z6ruAVtXJq2M`W}WND}O*`Il&*=UFS!QelxE
z!Ep~r5Hn06<BFHK7;4P;{6Dl^kC9B>1R_?77735?@nbxqgDH~7Icfc?m2gf%%)>Rk
zB6j^2Kn;L*Sgz**|7SYy%KN-cnSscRpwoW*?AaX{JtH}1P*Kqr?&3iCBE=rzJ(BnT
zbY?*3QPj<7X-V6!5Mc`Zb-2O65wyt9o06LDKTStbgPsQ2T9a5g4(Q$8wy|~sK0bQ%
zc8{!QaH=LGDY#7)HnU8f5E^rl#kb9P`SL#UJY%rFQ{E3QSCKmq!7W$-Sb)!wl&4&e
zA(GRDDXRqKq*3mLb!uiPF)!r^1Z(*7oX2U*u5k7kLkJBr_~VCOjC8d^j{w3Y5OF3`
z1jEM%!N5^%L&KPqOS{hQ#|PX*B0EqvRdcN^XhcRbszt#Kb%2Z<88kX+WOQEgL1R<X
z^ssXvvvyi*1Kt{T70RWQ7gU=vsq?C0AoaeD6)%nuPm&|;=s4~BGhCeynG_@x#eaJ*
z=V+o;VLUV)DAHhls=It}PWJ0bp<bsa5-8cjPl${On&S5L_m)IMK<YdUiHX+<PW^VN
zyzxRmY<`1)Lk7_<UI3g#aC$&qcd<lS{j2x)4sNenBlmSLaV=FYHeWB-PJzhp&Ds46
z753KG4`(ZeO3(}3C6z<R^IK1z2%%Z_F_E*;6Zk=sOhHa_7$pNN{!PXD3ry2H>!OVV
zn-dZib^&d?le2Sa<cOJ8{bv<QLFWH;cxdV>JRW==zJS0JqJ*llB<(l!(g?gp>j+98
zSV)mad9xK{!n0?Z5K)Dfed5HIhx_(Zt{mlFH^BcH4Jvr-Lyt#BRKaRtnSz)IyJBgs
zmv;ukD?zJUOpEL3&{KW`Jb~wktcT@moSA#@ut@|%#kG>Em;$NH|KV$3;0eo!>fT-^
z3B(EtpQRg0?+@j!=Jjn>cTaj?`zi#4aw3B5#4ok5BX&Xy#4vHnQN)_Lu%afCLk26w
z|HJdtGV75YNKPwq?vo_T8J5HF%M3!<ubyiZbN~KZ@X2oI)Z75!goKBu<HUlVqSCvb
zdIoK)U_6fOWEd!jI4m+U3;mW=VN`PRcv;9+C74&BvH((DX};q%^E-4)Upe^uJGY;`
z9Jomit<~(X^g3lS7$-#a4UDZgY1JO-m#mXOEWkbWW4J}aFLUxKryF^!M!OED$Kq6f
zLqaKWRb#FOab9_?!2six^9DbE5-Z0M3<}W=9RO}m=32Q%@K?dN)`aZkw*)akZK-wi
z=uc=R2LVZ_GtfZ#2k>uePGQOgYz-zX_5b7^$h+m_;tS=)9J7l+@4d%T1|14v=v#X{
z`}%fBh`q+Kx3#s2ccp1|vO<D{tDHOZd`i!E%-DISt-ai4JG;%LjHAdzKK1Jf($u3}
zq8|VL;)-GAwOCV!jpWxyL&;B9i{?6@tpBhlzg%Ky7Mk)W2-_AD8~12mSa#yYqm3d_
z-le83>vov-{uKwi2C4@RL{F*0*E24K5syc^PJL`^s{;Vt*xanfQfHXT^=tTzCY9dX
zsYG<l-M-(i7D1XtI*bAxG&Ne)f2;Sih2yrYeAyP=^b5;p)TOL`Up$Zi055<M&_F6A
zpYyGzEl*BVCDFfm<x|@EqHl1}<KeHo(gonH38A)@eW6O^wh{LR3{v{{_(jLmIyBvd
z9Un(#(M&*@K-i#<hSHk(?U7n%o<`9mhqXzYQN@Fs!2t*LAG~|jXNO`gPv}7&qnr8p
z`rgWim%NM~>0{=EoC019@c&h-iyL;v`R;a$#&f}HeBFoq*U5#Qz||2h3?1O#zV}Q0
z5J3qGgH&67Tyol@J#dWUvE%byhdum3bAtMZxkWb<jO01V2e?FWwV-_gL>N@lx1G*7
z0ulkId65%YCjf^dU>XpCAg1d4ObIFW6Es5DX%Kzcnwf=#9$<Wwg5yRuHA#iVN>&#y
z;;-}L^xLM^+Rfk5lc#E2Ojp<uW-2!S;1Fa-ts}EI7$PU6Wn>ai#O2o>s``ckFs2sU
z@;!*3k+x1v@Mvgfy>s&nF}YPJG)=@@;kc^71t=LVA55UMu1S8Xa;5k?hDKy$WrcuY
zM56`XZLcl<(75^=k$X=+_;>yf^B}ty5uuR2?R|p1hWZUUSXfXn=K;cE9VArX8iPQL
zP9)*S`ef9BB>r`N4RU+~GBk*2%to#sNt#ym8$C90|G0Wu6eLWQ#+nYNodF(RzaoT~
zq;8(t&(R^9Zjmf7yxejTW7e~y47Ey8N|m7I;KUk4Qs7}okssC9uK+8w#I5bUnNW_N
z5M!fHYt7E%w<MYWXgF|}&<~r7?c0}GUcT~pQ+neCm?!=xKu}9-#Q;)0bZ0<#ICps3
zg$$5(IOk}$jbvH(3xqGHwQ9mGhkFAwc*={;BL9t#J8Uul&LPw9gvd7COlJRTUsEwf
zVMpiONOU|)#~xpk+@+q@nr;2ZNe0R+2+{f>5*q)o&)0|cRJ5QUk`4NtWTXM}$tjS$
z*izH+_LW*R2N3E6^HORY#a#={!hiI5XkFuTA+wVw&={kS;+2qy2Iv4-NC%ngAM*1d
z@41N~n4~KPV~iRJ_?;%SFzAY*eONq36Zo844;cysVK>j$5V^Nh!HtnDcvD#QD*`fD
zn92;0hj8{>2RDxmwST9lTp0y5Af%WoNY#k3v)troc3z%Kd+W>wjIzR1^Zn2?RF=I#
zLkcyWB4!TofIdpI1P6ov4ip9rCOR@GKE!c8=l>aBqH1?X=G{-i!=RV&S@Xu00AZ#;
zzc8iFZ3Y!O&P2kQ<~J{Gj{V+#`5+9DE6*iGXvqZ2?6yAzny;vC;K%)+kEW#v7?r5a
zO2KN#E4)3s|KpDzEhs^jY%I{C0g5G*hb1SkIfiAQIu+M5&4`W``Y~{&nHC4W_e~b*
z%dpc$aLB$zGeT5!=q-VA8cGBmOKSy3QG?qORQmve&+f*?9>Abopds~g^)CEW!$^!S
zYZpT1$I6o1y9*MJk7pT=1f-EW#Q&w-sx(?~fJoG1J-SqsQ8NbsQy~%XCelCMJ#_#R
zV;Ol-Z2<%$HJIqgkmO6z(ZO5-aqNa;E_3T~%Ha0GSeBXWZNj0v;6DW=BphlFUGe&l
zUqed_00o>Y_&k_bJWO8vjMn5Q0DfGYCiI$U{(j>V15H7ssD!}$em1{=<cFAfx!rXp
zTRVMf_|h)Gmn}_Br(^PZMSN&qKp`d;3)n<{JF$Z52srwvQ?3B=Uj=(;U4lq0d2d=A
zE2IP#w^UCVgF-?km6lhxKP}_9$*UB?weDJ*+R-BSbIT9xI>!9noYD>fz>X>f_qVsV
zLvQpJv*y%i@30?zG&(f&@W~U}vTj{~1}J4SZ%HKwbJK!KfXV=cvNTR_pjW%vKDdd}
zNXQCqDC9b0mG$N7JME+0D#9_1u%7|TsVsfJZPPmJt)Dxnlo?>p<9y+BkpP}ria@53
zD-ds78ihhnGyRi-t)2mk+dst*d^_$v@lV@$T!Sy_omOLIz{^i&n2ixKaQ8%N8gD6r
z-O%Ihl6#$8cOJnc_u;5_bH1KdXCvu2*{h5yTS9<mF>RYRs1wlmz*#O_ytr7g<zYSp
zjUUi?&}Ugso}7iVYh2~;j~_jk*D<+Ytx7m1aNc{_dO+}t-|V`V83HChJRcyQRN<sI
z4h--x_p}c^IkX7;4;s%%ESGo;=71ObAhr^#oej<`;!{Dpk`8u7F!{z!kgu&37HFzK
zj}>BMII&t}w-K>5_?oRIFBCC84%cO5!s!h=WvO_FHIT)j2SN%B*8TeW5}Cw#@9!iK
zYn#R%iiWVH>Vm+%0g(^12Lev3>c-tlFTD5i6UPhAAJqtMZ9tJrrdg8UOL3dUd~9bd
z;FZn?1}tiXLkAoir~WD8gpjO^jF6}(j+SRc1a~n7IFmLIQ-H?=n*$;S>|Xw*NWBWT
z2VdmvBk}!f2l;m7v8!jd$(((ho$dPjPg{08Vx>V3@?-2Elt?yJMUKXbEl0&l0|;Kb
zI=A_z5;{d=Gv{pt!v*^Yxnz=K3k+{T^z?C?IdG<Z9)1jp65^TgMz0M!lMVOv_j<gC
zkN+*OEcusrA>KkzQTDAx66hTxbca^rM5zAz-*l-CzhBMosY%sJT;>xnb2-d9Xc{4-
z;J^3G%RBdzm2uo7v3S9^9b6ZYcL2qhdcaO8c6bC6jNYzv{kZ##S*`V&88j1K*VjEi
z41XdKZlgj)nfzN!MS;a~@14v|c~sQY-Ie>6?1}zpWh%CkAIA(%0zyp@vK;2(4ea}(
zH1R5Jph*}w%vxnlULFBS(7q4+T>uKCYA|YerDoV^>POiGkG*#ArVpt_X<OX%rIa_a
zu13UaUJSUTyL;q~b;I&(PsoFpJI#vYEC0>rYhH99Tq%yY-<&;|&#TJIYTr5%byo5L
z6o(X$u+5(S#jF?bsm~4r;u{b!dK$CN$|^q7Q$iJi*N8)ioPGeW=uC`fmod7$Y^pWn
zkeOM<0R&b3`61cqo#-puT{nB$)y0Ks%jwf_z7(FT31qZ5;5)yvKbb0%0-kyNaR)Ht
z9-d)F*<<YjL`r$^pyb&)9h)zz2{Lrd3brCQ_s>KgXJu3C@7f%<QdZU|HMr>}lf)tl
z>&AxnBu)eL&iiX>O9%F+qltko5j)PyJ?T-vCmYGaYu_bt@j+Up_$^{H>PWl=+6waz
zcneEv$Gub5F}-d&Cs&~RN5A5L2D2s~?ai_o<O~cTW0nL|c)9B)2b<*np6shZjS{x-
zin1ICr8f!Fy#%9&`AH<xwk?5b;*M#EqCGw!aY!=TFIeZpXDynnyOZyQ!`52c>T{b4
zhYy+%b1%6tB7Ii);LzYqxqc9h9h{hC=B!2D;XC>+V4vNlt#Hwuf~Si9byqBYGDQDG
zb%$_jjG0*Hxwh`pEtN+@hL?Y|gAze23#-Lm!j(fI#o<tXLgXT7X~^Ke?wj7sz@Syx
zmz!M#U7dgRM?s+~ERk{930`~c$TE{i?)HF3A-hiRd(AmA<teZ>ZtLyc7C!pJf&hvQ
z?1v)&y^(B-)M<BZU>3j#yoLLIrxxquka~`XirWq+{@Zz8cV|)P{~$l|2O2=MCfBZw
z(W`Lxm9fA5@%1s5_A8h^Rv`5GMIIWaws5v-nj^snxiqY8&eS(_ahWJV;sf(|czxab
zNA;m$5fS5t>N%0wha7mDIqEn|O@fXH#EQ!bCOL>Fms|8Gcg>^^9g`$EBabCYJ#w##
zf|STiPrvxl&eZ~Bof<eg5cH14y)qn*TwWoNtX#S@znJ)X0#`F?`NEDaO1alV^&92=
z&O`er4@lz|ieP@eG#}GyCCD%05H__wtyQYudc$O*ujY~;{{KL9QTa6IxQ$1A)|M>>
z#Ei2|Ar<EKOdQPnTHO%-`RogsC&T;GwuJNBx47xN8Woeczn1(kz#ho=euX`^@ibj4
zt6RB4d2t0>VJi#PRRE#ZLdXLOVbI^nU&9|f67<=J5k2>`>u?f7IoE#Yry|-#Og|<V
zGyE7JIa5FU+mly<n+=x>A`B+q?a9ZS&VHAQC8{%q%=bHGQq~HR&Tgeso!}i1gI-yH
zv`gk5V}~HOD*2sYy)^r?eC*}-uAfly13-mCd3Lz|w1Gh%r{h>rJIVZ<f=>=cmTt2P
zIyEdtL{<O;0iM9y?~&3~w6p_SOMXaDexEHOi)IA#QxsNLD872X-d-)t$158DvSrgi
z!v356>OF(@+UIF+%`Pc?rwO?`8KxC*N$1Ve>zTPug1JG(j%bG+mlgjht6vo%MSrEV
zy9(+P7`Fg2(J9^t1NH)vB?;OwSlf=dxh)E}M}FE>-rTbX+_rJ$(l$hBaVsvhMv~!z
zr7&Coq_jx!jRIQr01t>H$AP>AMur!FU?s(j*&}IbX$DzsFUl9^;*uPtPF$V6Q$R_*
zjb~m>u?4y}I$vBHnIC2?FqbH=q(78r&=sAXdqn{A*$XsF_|iy#<MbF67c1$dihSGN
z)@ERC-U8oJ_jf>j9@?oqJbPA6|0KAi={E7t<{Z^HbokbZ-rt3v-NwJ0bcWCI)OYH*
zhxU|gxN?DJ?yC_44U2=c&q56s8N)f&I*Trg5OWzB5hV&Eng!p-2v-CB#sT12^GBPq
zK1P1Jb$FGZk~jvS8-ObIk}v1sv)bC5kkCxR7OX4(5?&Y-xF?R&@oUIou_R~&BEfxe
zU$^6uBH_MeW;uDNrjjBKv`AU1cFX9F3J#}&U&F5Ei7YxL`pxF0_?3@cWiBIU(UyWX
zLJ#h3Uk70frdtJ$Zuzu4y^J+NR4Hh1|1NfU57CHfaizhO18NJn<;+5ypK0#ea?hG?
zvPo`rf>c<>_WtAYdV;KB_N{C(VK2|EV|rLP#m&pRvE6L5?uI1}+14GSB!%;5DO^=y
zFAgHCxW?Pr%HuN(-gW1B<mJ7-IL@y(U;$35B63dxa|#vcU&nxrc~LSo?_RbT*wphK
z2-V?kC&QF$C=&*O&r`amo`Ne9tfv)DaTMIdcMQ?60^zW5NMR-`!CWl`IB~Gmgx(hl
z#aaBQ^|EK@c+;&DA{cRXqix>)U`eW}e8pEHsK6xJ{C1BnU9qYL+8nK=IJoCQcF0BC
z#QjgL-t2{jQix`oh}%we!(FsYH)90C+`XC4A7Z~UCra@!*Jj6`M4Joe9yRdt21`wt
z9v}a=!QS{Er?ZRX$@&O!$FHK0V-VTz2Dy6Nv!GHZJ@~I6ISi55_~DnTcqxCJ_$_^M
zr`EsZJ@YOP|K=TxByt9V=|kXN2$wbyiX!?qNGKG4APB8FG$CFt7S!UW=+gGtZ;VyU
z|CMF=VO9qZacZoVibnNQI}E|?d-fcM_Ac~1m$f>J+UtKk?c6FC7Nk1ML^g(MDQB>E
zciy4U32xQ@+9f}F%CKy^rQ=o}$K~x#+aDi47$d;6mbpi(bb2BnrEp88b{&Qn`f}fk
z2Bw}Y@6k1n6{T*{In-`Y@u;Zi9%%`|EAeD6B}S-78^QFYJH60k@$U_)m|D;}WCs(Q
zNC%Q0(GaO*osd9C2_hgRa&9~20Mz_8=2H24e<%Jo3yW*TK^Z_9k?|1SJ={G?6~=)+
zO8iIYV@R-z>4-S-sP$%}_W?mxA6rkV*-Z`A{Eex(7p#<IyHGqm$5$5h<j`dSy5xl(
zOEa;F0<ruhYP_DO)>q@?FVO)`z&;8A_+6>~0zVFuHvv3jtg+3vznL-m5&S;;6ck?f
zEc{PNu%X!>(TV&Js&K@!Zr`qs#s!9!Z(}uO!}Xzl4m-U<j+U(Oyt~N_iDAW(95wGS
z7s@xwazvH1w0K*eC+QpyH4dJ9$6)i)RwY_}Uvx)-^4;Q{e+T4Cr@!$WG!*2!!SIYn
zGySr_Z^pHHJnj*?H?b-Ha-v~S-Fi=#^*}uQ7LhO-@;-V<h6Ob0k?6lZGm?DJ>!?t?
z-h#6y)go>beAt}qY*-`-bv6GIC!}l0L7!BR;3m1=1>^3q;nN!ctL#yx3x4cF8~m6a
zkP&!Rw`*F-LeXfARe6LA_PiOEEaKICY#F^I&hzzvadvv)w%d8@j+y7Rx8J!H#B4t<
zy)xvt3{Sz6d)iO3axeZ^Sp+5FjRRr%JsThg(m)|?$b;j8!z<eK;zbXV{RTP2Ph@;p
zqWClQ7%M_1>D@|rxG4ZE5^{*p0wB)`x2gzYj#bfH4*T3SMT3C`QaxP=(;$cOF0(LJ
z3U9kQ+cdjUDkjYoC5mBmz~AkRDDlXTAe92))f3a}6<A;w%FE01wyhppC#%FlyHzWr
zNk2$NgfYa%iP1HRO`4HSTH{R61Z~gBGgQZg|7_$dHXjTMENHUg`S(=ujzha5t)i>6
zZc&1<x!bzZ<659XpU8+L2G{hVdkuyZnbKogIr5gm^>I1ZrP`1MLm@ST+CICI>?b#_
z3Y$R`Oq3oZAQN*U!!i5Rd(i{<)A(Nu_34G!&<cW0Vp>Er=`@&?5=Z{@<HDHO)0=u*
z>^#{2l|FhO;_*hDaZ!)EEd*0;Zf>~77q2BfbEQjDM74#6ys|4rM*s?<8!Lr+Iy(Fy
zd>P7rT2cvfE7YDb&K?PW=Bin2o}XFXPfNw5;vbWBz2mlkm#Aqj+tW^+Z|pTbJhIl>
z`WLNuS^G@RKh{xydc5&=vpl`^=^Hy4n_?MXV^(?k#i7kF4bOPSt=qhVH|E_!^L6iL
z(2i26rgA$_-!}Z3Qtr+HX=S=}+v3yL&UY<lvWxSTDQOSSo>AQ6o%8vKszI%dB!Xcv
z-4fF8)X&39xrJV^!@!eBP)~$cLt%t42uu`J%)aqIZI46MNGVgh2Vo6SCa*X3M+QF;
zv2ph3!4m*L4A-1ENTbNeT_ny2@Mlfmq}yG<81`kRtM+?`+)mHUn25!WfJ^Ud%36K6
z5zCzQ_QND%@seMRQhvHK?5$C%<p<8$u1|bz?AJIHW^1k#p1=HryZ>g?;04_i8|=T>
zyt$z=kjx$Ru(3%kCiZqkA#+Vjx6`#fWZc@%qQgJ9rNyJro!5_S@NKqo9L%8mZB_B-
zY4*_Nk*biG+Hdi9?{8z=#!)l9cDkAC-(--2Wxa|Js47TSPzQeM?mmV<Kp>6aU&&lq
zlU$d<U)R9k{!d`grP7H!Ec1LpGz9<`fV(4U%>098PMI69a&UmCe91&7Rq3!~7G^2N
zwANr9fn5f4X@Ye$?tC$gD@+f+$lj<w6Sbw6zyL?!QEb}h{daR@J^c&LQgHbEH(4@=
zh8jDRRGA-0{3+cXDE!T&Lwr=q|K+AuTa6^yDU|`{Lu{cz!f!?KidGWS1NNHT%o?R#
zx;gfRL*(~+wcB^J(n%{jaL?HMZ^NscCr`LXZ#?{{MCuZxjSFHFIg2c;(d&2{ZmN__
zJ<Yx`Q8C|Dx63r_gwS`WY>)+=-A3XO@nrxk`~L_U>3d?7jVT$sMMU0Je6TG>WdPn_
zD?EF^Tfq@7@I08Aduu$F2l5}_!hbdd(}}OS|A`P9tL1bmJ{72@8yOmz{3*}}AXlmW
z#l1|7<g+i?sgu)z4=p0Bf#w=7ljDw*U{W<wMzeT_Bo6@(GPp&*GC6;jA)O^$CG@5B
zf-}dF8iU8xJPmr9O7krDxX+bqH*dI>yv~)DX=6ec`@vG_Z?a|kM?2NpUs3_`I`+eJ
z`C2p+6UlklP$brDb%3xpkW5gUM1haI*Pf^9x9Nh!dA?~OQLm(0w;fFK_LM~r6no)_
zgkK`DCg`@7wzdP;NVtANvlRhtp#KGv4b!B}mqU6NC0HTBLYU$CgKThmT)^8WA}HrS
zUw90yJv-<>T|Bm(g=J=s^kH`F#kgYvpYE@$KUv%0U0+_^)v7uhSPY_R_7pi|QiY~4
zA9xazABafp|ALz)<DjA?slHe%M*&chc@8j{SymEBHSs%=kQA^tkOb5dvKWF^4M)dy
z6L3G$znbGb>x61U11A(BJ~YmsPu2LTX28CG)v|srDVR4P@bSkhPc%4^!nj$xJ2h3F
zL>u{UEpuF$)%3Dl_tZX~PfYoKn$c&Q!d6Kt*L$L(cPB3%-6-p^F@x_HIevU5?|gr?
zQn$~WjQ0LoFCq(w5Y(5yiLsviEDK1u;9wn{HP&B67LP)-cDr0vxXH~kHrm4wov1c;
zpI%Gr*w0cQ#io>hGlKJfYc{3}g+c&k4^R&a>GVsRc)fQCR}Qj~gbJX&#3YAN7iTf#
zS$@__Z{hS}+BpXh8TfhR!h$-&-K$)Lm+sj6$qE*|^*6aEK^RYywE3SZQy?&K-x6Iq
zINr)FH+}%O0fg3o27-ir;vGH$fe9i*)nH~wHWp|t#>b*R!%blKWuEP!qTi4am%*u1
zQWv&<W^Ntvcx5+3*9ikk#;e~uC36C3c0W8UnHs{e>d!B(qjjWxa-1)-IW((ud)vZ$
zMhojyf#4%=`#$Rgs@&21IB<b^etD1P;$V_$q7UbJyZuBh>X04{nHXqw<OU!O%KhV;
zVXT)fj}H|M`V89>Z#LV$`Pi-VE;Xgp!(r1+r4uct&wad^L+{Y$z5dO1U-a~+K{<c5
z3an7XO%O%}&5Y&Ozf4}QRUhdSE&!PwME_UjGWG_f$vkq{%))jZjzASvxqav44l?<b
zkiqai5)l_dded4jlevx?*cD+mAXX^v#U=|nlV4ZhhXhwm`riE@lHm%K0xe2P=8~xh
zZd!svAgYzI=Zx<oob8cFN`^SZ>*2#BRG<{{%Cc84@(UQsJ`HYlR@tCQd-CIupQg)U
zjw4Po`r%xsi|IDr$^NQu!<M8ur@oy{d*OK@DR65orZrISwtnlXb%Tu-yeFAi0!WXV
za~a#^ykvaAIi3R-H{NsJ74j}VTp(kOEnh~$Z!~4?UT{u4fICKr|4*Ne_gD*2$!Z_z
z!0d0x|8bssj4JQk1GMUN`3-UW8-P4$q*g`lP(T}nWMar4J-zq(KsGEaDmwa;iX-n%
zxge2IfJL`&+#L&qpFpU@xL#o%`@W$88Glx_)3o~!q8?^MQNcN=p`w?a$jmif!S#+Q
zgoUC0Lbm|V2`$UPN!}}$b5v7X!*0k+9LrLnx$4O<!>!5xq_A+K#p^BXx~VP6wWT`}
z>&Ym~<7qgE-gkFUxr@$TN^#pBBE%;n_aGuqBr!E9pu=BdO#7Gir`VN*J9pV3|B-fc
z8-MJvpes}iJpdLIQa&ycxy;v~+1)T2;iDrL`VIa=$IELEdT5y3a}od?5fn0ZWO1`G
z&myyjKHW*pAIu_q_P8N2icn)P&GaW&=k=k1g@*RWUu}M7CZ?r<H|uwvA*XlwHZ5Q}
z`<|s0@0n;QaHbd<iTHThYiD5|t3A!emTGNbWo==T)k$U9j5&1{EiGDVr{>9k6Y0^G
z+Y2==PN;{TYqz~{PWgS=zd`=Y^iL)H5y9)2ha`qzKJ@wXa`cDKn%9=@^){z8BT|m!
zx(K$$d{E*%_^fSM!KcPxrYJo?OorLb=^(w_0(VD8kJ{4Py1LTMl#u2uq|f*2<5I?%
zCo8;K8^QG&PO^>u)ppv(!fZHh-B0>@N<j;c2@bt}8#sv+cm=Yvfv4Gd{pqphQ-5Ue
z8u$8Dad3$<MahX%^wRq*P@{MSW|agcP{)Y1v%<pvs0$4xu->PWr%v>V3)P(04^&Ir
z5~;?>u5i{@umA5u4!uy?IN29MnFBXG=>?;6^p6kLd~|Caeq3h9)p~TQf%&{pjMKw}
zg!c<sjo+NQUwC`n`Tb$O0F!JauXTiR(?T|4zo;R_z8!!#otJlze?l%-s?Jfqss7sx
zV=kQvEBiED#?-}P3y}#9(rPD)^W#}FcZW2F9SVM9&Nb$wqdUI@K~k`Thz7<k2=egw
zfdl=Vv2W0>WK(0AsJ8K^HT_!y@^I|?m6yNXN)0jCBKB4J(__0Bw0f8rw79_U54FC!
zD->D|Ei-7i5|5c<DGEtQ4(E$)T0|bpd$^}A&EJ3n1d+YfkmYDW*o1m;C?WFP<(whw
z)0>!Bco?6&u`~#*p9{WpYD<Bz;pI_@6sd4;DGnFWq-!*hZ<w?UgoH=u%*?c`&EzA*
zs2Mj4?5}2R*?y(MBSlUwIN&H+u)@+I`V*g5)Oa|~9Ho3F?d~Aiq~MwOq<pbf$23?%
z^i|K|8M^B=sn!C2>3x*%Xfm*DI`6%D^b7Oz%N}dg3KnJeOTL|gK56_Vw_b*Ra>;sd
zc+gVg#8Ngq@2L!}Jc^oCnqH^6lbYU;{;UiLDuRG3+uTTRG~B?98{^w0t#$7G3?K(8
zp7S#!S_L&6_5d|@9<&vFM;*{Zt>82rB#ALVJTfv~(y0p4Qr%Py)e+&*OtUxM7?138
zybl4AWC;O*SIfnNY}l4tk)5=S7%I`B>5du9IBPH@$x}UjR}r5ouOVH2ZqL);l8KxT
zKYg0~-ERhoChg^xF{q8y;oo*sDa=$ism=BN<G*$rnZlz75_Nc!L_~Hct-hsY^80vY
zI6(Jkea3-LOU=p&?c;S%$7-(>e{!(fvv-3eb3($=_jf&2qMtL+PzKcnxJ<0kCd+QP
z=x{v6as7vc#*PD*q8QlT&bFJ?!_%#E<;rke?6c`WznjpVkuknFTcZ#q=eA8#k_~ru
zN11EBajD1eh>X4s;gtWENd!i;{~|t6elBl|*84y95O;GcGmhhs{h^K_^$9!ss94W@
zY~>1>Y(etWCvRJ<+=O54Kcyn_I`X@7A$N(>$uJn~Uq7U$#P6j9&4)yMPLIl(5{mcK
z<5{T2A;b3_;y*X%Mthu9^2mnmUK@VrNs45TJOK+>6S$RRQd7`ICr8j~-y;1D5zRvL
z2V$>p?cc=O(h0@k(a`~tw%KQgpe3a{UzCl#Sj`UYwxwLh@L1yRBLmv0<X+~Z*Endo
zBSVy#*hdQvML*U*ZznZ0b?)3{!z;q)fX#EO8txq`*mT6=C}$o|-=Jg2S_k{ghO3ts
zQ}4{}-A&=tHs`th-LswNGY2dWu-bKsswNhf_qg$1ln~R^=}Qlkd2E<z=d?_B;_9I?
zmvN`e)sldzM8}qM6R%bB&baLbBR3G|vwpu*0y0G}0cRZTEV>OuqLM$c>6ZgkG5}uv
zGk%spM6Qm)yP|Jz%7>;~+PQN>WgQQQa1II-0>|ON_%G;4Wh&a-dLDETCVX_St|1}+
zF8Kwuo~wK}CQnSGl=?5L2^ki5AYCP)DMUF1nWtRKy)alvMed<$U7h2dIRc520^%g2
zN=ix;EE1|QJe5yIgsrT39KSJf|7JB!)ye|82kRav2c7JRXnR<5b*Sp;L=}+f^unaT
zw_bq7V$r>24pJz8GJJSiga^J9a7tvP1AzDiSQQ!(I2dk{n~|P=3xRrf;N8Vwk1j*O
z7r9&cnK~60zj%2mKT_i42$vJv?xwTldEDgzaq$Mr)Trdi$zujWS+kF}4Zk?`?8{ds
zpK6KciGA!*bQb47+~TGU&^^ZIbd@cuJ@Lr*CI5rouXcId<~(|7bI}<^nk*LFF{!!N
zTT&=iBt-64te4;BvP(SH{HFVglu3_QN_^oZ#~SDM(z;1B;Yd#07NXK@sJD6>RmSvB
zuC*Im6xV&2;zmjqq;`*<JZZRY+YXfoVkLvNHU1|MJ6e&~-MI_x;t7#isi)t*cjk)a
zRm_<X<c2=(ywiD}MO@R7U$^<pq;dU)&iKg($#(nX?J}{N{E(60fZmC78k7@P@31@n
zOz;Jj6TC}w)Kte+6B`auYnY-&c+6<;pWzp*D=2BX!{~^Hg?L->=kB(^ys4e23xL2!
zAThO9*7`*5@l=E=UOq_jJFpS$AhF|(X}p0dhg43$7Mxzb_?X*9MK$wM>7MpLfq28u
z{yQ2P%sxNd*bnTqOVH8u?4^=0=AaIWc_w^?|916?-V@GNw}C#kejmx$l9U!@pJy-Y
zUv+uzWT&&)yZ1}?JjI_7w}4+MAtHNjH!4@xHvB68veM0_Klz?j$nf|_g*9G1`PF@7
zMjhI1<TLmFSmqiCY5&*sBmc)>f6BkRZ<m$~)_KgleE?%zxf~hBXOulF^3dindND_M
zoFa1`LDj+-a({D7Blzf<(tDy&n$W*+p1HxN#z5nGCq9$r>uxXTD!hCTN96*|QVrBd
zvz}1J5Ne&!{crBe-Bi8FE5)v6x8S>cQeq>XSKLa^qfbQ~J3ez-fBDp=>v)Fa;Nh|d
zV+a?j;EwX;=4Mm_rVPFldX@u_*kI{Gu4aY7*2v@g-1a2B?6rnx+Wo}l;uLS~Sxl1r
z@@Il(res$5c7!@7bNGb->09^TX<vB6hNu&Uv5x{_c}g$I0@d2>q%D%wE}C|2m4{8C
zBP6ZPH|sHr;ooxu1qG%aYhE^2uh%%dq1M^XaZ5E#<@^b#Zgf37Hf-zERf!g`tGVu7
z>mMPhEos9qFJGajmKfE4?GZ((sV+?R@IrVqY8n3$sxVi)Y#&tcrcJu0y(FNuop)o;
z#^;$dyr%y>A5`A{_4KI-y5X(i8yX!_W#HGm`})icdL!+E&Lqt@{j{4$tiwZfH>iDB
z<1$cOWBpUk&dwn-%E3{;HiU^fme$s3>1j!b`EcF5kA{+;iN-)x1a}NOT(4Uoy&0F(
z$KxLw`Q!2RFr~ZK;%;T-220DR`a15&h+)RhahER`v}&^W7n?noJebPLr9oAFaHD#y
zxTjTP&B59=Cpvq@`0zgcy<4s4KF(fa9X@xCf89FA`INOVo27#)EvJIzo@T1&cn^x@
z9C99zo0GN4b&pV3*w}rn{>IOapn`R);j(#)2O?pyUs%~pXv^DIX9A;)K50SCh9n7G
zEewpUJxPl9QCC8Zg)4uMcR2T9*xetz!;#i*d!ofA^nD9<;|Q#JP~;aeN5^ykqrHb1
zXf__NYhc^up%Q#Nv|7T>?soH&4XPIy`x^N8qUeuvo3f}S3K&M(xxDZZ%oyYN*4ZiU
z<n%B<2g!HOkja2!`gNiDaMq@@6CzPawP&ZprTI01P4v(q`TmX(%Ksl*?;XzN|A&7!
zWRy*ky;2e(D;b$ll8Eeth9omHgv!WPRFaI6?2xjRk;=|qSs@|W`#!JF_xHQ+f9~VZ
zanz?zyx-URx?Zp6>-jv-$H_-UF=4nB5;{fK@MN5WJ2dQ5d#}ouPn7gkTr3AHFD_=m
z*G(&S{PCZ<w9ev?=Y5Rz?NdGD?Gxs6OfpioYR5#wBku2M^7<I|rJ8}FZZa)1eLrVy
zqRk~G@t&2xqZiNfADk;39s76ElD9e`d$iGK^B8epEPc^>{d9fZs3Y!C;+*$UeFp+;
zo4dLchTJk7KJsr2lHR6xr@$iO87F9HD);U{z&2$DEKuOJjytGsz9?L^#|ev$He&Th
z)T6{g%0DshSUvq7q<k(}*yDHiLbBr9=9ii*Zhd;gjGin*n?qwNg?Qk8gblY}Kk>Rj
zYkZ31#H~=rb?z~bZO4m?MK7{V8T!a7o}?p@SqfBnZev;eo{_!&O%%`hs{7oLp&L6j
z_tIA#xgtDcwR<FGGv>ikVQazKp_<PJm}&Mdg#^*mUVhK5S9kt^n%Hn@xwhjRE3@D;
z_l<0+;SX!Vx5_PcZQZ;zNQ}r5P!yv3^L_Yuh^kOK)^7L|8eki_v-uJ!u}k0ld-igT
z(MY{1w7Jh)y+A)9faU^Hmp%s^TOA~7>82k)MjVcdz@TfO!c0cZL9#s|*edXJu($S^
zcYB!4_~f`v(yB(BxmaU0zI@nZhc>*bt8XJ-aOuN=8#Ch-{q13;$vdyj@YnB@JEB78
zWXpO!*qpj#L1MJ_VI?n}wn{+K=}@J3#vm~PdOZu3@Vhnlc+^knTO3uSta%Vksv*T4
zt@Gu@Bfqm9XPbksRZx;Q{cVuUPnhOkT;E@{d7bp@2N8bx0>1||?{&BS@%OK<v3G7Q
zN=+B7T-}^qDtBu5H##mOLs(81S1t82WO;aYz`cgSPis@xKG>vM`=(e0%cX=b!vM~q
z`Y4>#r^uz0ZWxZd^KFq-BGNcgZ3pdcSj-$^e3Af?<}2eWBz*F>3%@?FFLd$c;-aG9
zurHUo_cg`2i_B*a6UlaKdy$r(=8pt6PS|e~FJB~0GCT8iW}l_?bX9lD{eq8s&O}o`
z)DOt4zst4wVP2-Yr~E{dfQ2powl}D3oH^<9is@d3G!oUD%x@nZx=<JSCT!0eTpHC2
z<bGE6f_#<ky_r2WfgiKjziZuc^JGfW9og`Sc_}27v@xTV&pE|)r=Mg<_{G^zjbn5&
zcCrU9mRA*r%Lh*d3w~IGE^V^m1U}x%8|+14(*`bc5Cx#3EDub9ozEh7`E1F0fxg>e
zGbnE?XD?HH;S?j@zGPhHIo_X@w5oJarK%jRwkYHZ)=JquU>L=6{~nXSZG{)gqadZ@
zu+EoKJpQU?s#0-T<fT>!m$S#}-8I$Jz@l$(qjUc|xAG?Lwwwjtr)tk!VRG?|va+*u
zuDFYNvrALKIlt>$4Lr0~I*(=t<#s${3_6@vyLy3Nl_#8>$Ba@*aK0e8Xm`4HK%GV$
zeXz=5`^jf3&XYGYJhP(g2Hq$artj!m<b9))9JDpT_PX4MH(+y}p0jlIFm-&G=S(>?
zG#k{gX7wJRI9IiAD$9gt!p6k?A=AU^vB&1?R|efDN!bN355x%MD(iAFySelFPZdWD
zR(hd9#2WhH{&#Z`<TX`-sJO<r%MMyU)JeKXZNI7GYzOiADIROFr}on9>IZZ(Tm+NG
z|62bH)8sLCrCzUQh^J;w6#S>6^h&3QEqPC!tMl!|Cr>2Dy%l+A=~%Q1>(x5<GcbR-
zJRxG7`+hv!IL6e#C~PaU?Xvans`j_8;d`g3zu&ffGTEbe_~g;;j}KXy%x3%Kdap_S
zcp7*9fa*)l5EY-C2jBN!R!<pt8ml<y=<Q-GsZe@*$7r#!`{)A;&4Nre&wqPvBwRZ8
zJ^ZS<Y<tx~8+p|Ta>5QyOqC$(65gCuEdlCl+G*u2rxp14mw33*;N5-S!XPpuEp5M^
z==SjyVGTa|@ZGyZ@}E?sg<wPwE&hbiO+ZhSIj{($Q{Jt<qVow`&Ld<8qd*~rf|hXj
z!E`}Zf#wa6Q`b;TKyP{BEk|NED7YA;n^Ew&2}cPpp@giQ&fyN$;?o(}K-A)0C)&uW
z31$cHUqOdRD3~0a?H081D6IcB(Uh2<4^w1bpE7)_^HM8FDPAnc_&n~R+s>A@6ICs}
z!wm)Roh__?f70#=N!FmzqPwr6W&tmR!hlkM7FpN}&*-ltUsHC3uUqYN7#6Qeu@2PG
zWr%N|o1t*BaI;@CWIkbA@-KGhBfE~o4STXcu5)1{!&}}V<BTg~3R`uiu6@;nm}iN_
z3?2itCjV(Dd_gq(yhmwmd1|s^+6C&T`;2sTm0et@ug;DCGbu%+IRGj$7K!r##cjql
zr}?%MUMn;A(Z}*VTKeHXbbUFWt6#l#Ejl8i0v*p@o{wmwcw?{+-5V(}#WcJYKiXdg
zpImnK;Kb+JQI4oDDbmjuU%WcTsWzrTVo&{V*S`3$?Z!5t>oUo*L7$IjTo;VAxH>{Z
zs(4tDj@^$(=HAa<-&*M+p?faUIm0RiN67kxxUM*o+ZOPL#Jl7?{1N-x`cTKx$osDH
zVh6pzkSF324o?+B686@uCmcBM^(H#guHDjRTp)Su2IU4e(&*w%cPYYTM-WiF_#>L~
zybpke^Hg&>#pe=$wGW(kLgEAW)f4H>F_JXPJ2Lz3-qPJuy_d7)|8r78uz_#~!g@sz
zQZbu6_OlbRdtaha1t#cr5#$9R5!_d?HasSmQR9`)@vC}?Wi)su(fz9nWtDQA%q-j?
z$27dPF|aj=h7kc(#%n@n1Q_Rk(312|&h^}s9QjwtFlhRrU9xwQEh&&|S-3)xhulB-
zVtDcG5Ec6EwTFy_9#WI}-5hUJ^1IubDip8ClEP<@S$T_rBL0QeaPcma#lL(OEuK5_
z*jx^p*6Yi#)H{nmJ6-~L!inyQTZNa~d(z}mQp-|OO`qhQqiKBMvnR?-$$hD>WThr<
z8~W7^2X{;iU3l0+sZ&eK^2bo1HkwGIt|d?u1b`J?1~&}33_)in+BmBfN{xFKv%MDt
zi8z(huPo5I#u@rJ*b>o?9*I}%T^*WwmSQ4I13^h3XNEcs7@?3kxR#gx&!vX&Zc=j$
zbP#SzXB-7AW9KEK^tSFf{iD%b(RJGCdT$taGwKW&MC%0I<r4Y1^4M`d66Qyl4c_fe
zJXNCRB>Y$>$S6&Pn_9Rx%S$<Q|DFp;lm~fspZ7!h2EQ(kw1=6W)ee;!fuN8*zSbg>
zC1uS;N#s}k+2h;4mmSUjvsJXqD}C>*+n)f<_GqzHuvegRtpn0z=Sdx%sB@ei^g$#K
ztA}FAK$L^I>T+I}M~lyMt-_OQ%5TV$me^zm3Bw%v^dlH>)ZQrg2Mb0VL~Z|C&Kz|>
z`uIHS7F3q=D_hV7HsZ8jh1;e6O022mp9PP7$7kfOoo9scX~WSZUTf@$VH9%4+{-2J
z5J(IBT6^+*%XyegAd0w8AbLVZA7O|FV)Z2Ic!H#d#19a|@f1SA#@1W}RS%--g>Vd`
zJkj2kOPH;eR%Lj(c~94e^Hcw9H(DIq>`|+GnmEX-u-rCWxl{StscrUox7)vD5ARy~
zwa(VRa@=|6UNep(6(xJ_?vZ6JgYWj}(Vuc~!7r^yysUlYfw>VZFE~R$w&2?RP~qPp
zvZUhTIPjRmYm74WiAgImgTm{6<hk4sVJ2eG;X}M#-bs1ijBuwxU?p27+;lCY?MAhg
zST0_zx1WKYp2XGrjDYKX$MW8B&3J@s?+0)4buLv$7{GA0%X1i3gX;l)aWap$`WTFW
z?O%aG90KL)0vnD-*F912@lNn|+}R8{4o+F=TML{o+<rNH4cDiavJ?=FZe(k|9WWea
z?QkKVMIfVfsVB8>O`$t{Z=`cieR5fY`(WgkUA_|Rw!HGErb?Hh|3*Kp+OYa7@jNK(
z5dZOHw{zZBRUNbU4y6VUbUJ;^9x1=jJ9o)@KGuPpzR5asJpXF<Z_V+1rjU5AOtGLp
zZc)WH@jBb?pY~HZY%cl1WC{p}1~e)gK+yUMSsPR_K#7XM3?06kD&!uK#fApJ@}0Ae
z@Q>on!L|<w6k$+BGJ&i8bA?r7Y87x?YbCA#V`wkU2AmYw?f`XQdIEw7CZhA>vW0yv
ztSFKQ!^gBI=WcLzny>$vn}hQT1}l(0e$24pDN|0=c5_zvOvlJLa*LAvC)wesrn&dv
z)$-%=Lhd$mk3gjolTNg{z9mal`P%QAqAV0n(>~<Ua*~bu4>j4<=>2)s!EJ+aw<U{p
zs|3V;t_ZmtRI_v~pJw8%JRJOm<no0vG2_f9-(PdH3dE6|5aatSX}n01TJM{A)<^bh
zf!*wm$LB|a$r4_!CvaXac)Ie_S6S}yyp^1<OsSo2Rt)Xq42zZ)=67SNbkVQ*kLYV$
zi@wj!DWUz>OpaYhpCqw%ZyX*_;&LLxl29#!^R$NuTO^2fXbTf&0D_J^a0w;O3B-|v
zstq@HuUtnX0umkAbpg{g-TI+tQqiGGN}7x(c>m;T&y~#h<(WhRNlwh^JM*ohYgN@e
zeDq7l0QGVFc&8#EE}QqU&zp5~g*FsXgo+fFyWSYSliuF)uo+g}C<wbQNAFS99KEo;
z<7mO>K^6W;U#@wQre*TfP6l@wT0fQFTDHtW)E+91;^cT0b4`<1NGnfANUtlKF{-ll
z#h9%`nGS3i_vqfM$U3$tr+#>XPOLau*u#<On3&ihIUOa<*Ux61lr_HYc1`uVSDU^%
zaz^RgORc&X$^P>6kSL){uDj#+a@=;QvsGPhL2$6oKaBo$;BmcuyTCKl9%@|pi@-6h
zF*yXDEW~CUhT??1BVlo3ClQ?eN(Tqv)gJ-2pj1fi1|f)ZG%<i<D9)~oK+DO;CHLLp
z%-aX<T1$3Sye2=djEsk7gHO?{Ka&RhI*6W0kV(gq1iruP+b`;W^H=YGYa7Wq5%G;t
zokW1TXWWyD`hhNEBsGs2+C0)<cWe`;q$W!XZkA(y#m(I*^S~@yj9k($lD9kFpl3nO
zJ*+;yRyAkO8Qp8=D2nyvw9aHF1T;l&a?4cvI_Z6CyLYvU^QdWuu6yc%POXOdpsM<*
zUqi+Z!esDJ6lbb=rMC&a_?D%`YjcY+yU#grIdFb>#|jY&%9dmNK(Od`#(kaC*3gf)
zWoY5`f&+}F=D#5>_HY6b0HNldd4n(iA5Is587ELp=deGB+Qis()XQc58>N7vYjWui
z;@e;6=R5!JV(hJ(pP%2ZoY4vhLi~|G)(ue?4j)iwKtJpxw;mU{4x9c!P)gS?l}u)7
z`U^bKyd2^3Y_{7@#(q{DKlG4CU0FG|U@1ilrO$w&kC5rD*f*WGR6H7^*;b~UoNq7g
zeh_im<3>g|S#F4G#Qhr{Dk3YzV$NSv)E_wvs*h|aBwsCloT1@fGB@3^^F_;LSDkkS
zp|&&ax<v)`wi2hscRyDX^jW)39UxWsZ$@x2^0;tx@s|71t&L>{`K>!b_4P1@Q<u@6
z_6bU9yP?Xc8m{uL=f}|8O2{u62u~RZRDtem&C95LP)BVgV%bMR$2NO#zCjnQ@~4p}
zuK>jR10cTc5cZ;*<7#{rvzHB?Q)HjxW(E!RK5&DK$sNB=dA*onP%wy`KY)j;GpS7&
zR_fd*LL}+_+bdIf(h56+nkfH7MW!j!vQt0jXV9VPI7^z`dh6hi&n|jNtwG6W2GT2?
z&RwHDW6F*u#p33?==0ZQ39q=;8g~Byu#!hMDO;VxmG#>vk9*qj^r2z`JM@MeL^T6X
zCjFhhcuA1?IIl!}(U5RRyrlSLxdh8o%16_4Giz@!ss@_K-_I9pR7-l~wETO_eg0bU
z-4_yHif2|2a+YjyBxJ3GY<U&j>iklf%XAve1&gE^Cwj<T#Gc;#5@SMetS;OL7L=b~
zxnqLgWt#^4UyKzhD584&KbYV}r8WX%rErG`3o^=F$K{-HdO^7R;h6U9oOEAHl8=e8
zx?4sfug8gKm?;OLuYdoFI8Vi^sHyM-@@PGr`RcU)2(=C`sdsv;jR(&>o2h9sQ=M>t
zzj+WNg?XVtnN7f})<JuT>$mJ``}@Oi!CD1ds%J^-r#B;aW}I0R*6i=@SL^;RTXgW=
z!ro6+<SB1+gBEwbi5(B3VmW8!#z!WVPs_+Zlgm;*bwz?yV883!{d@H+W4G$s^qeWv
z8}4z@NegZr0R^NE8lL~QHmu3h4hnU-^rxfie#}`62E6`;c!ADOzi?=R!ZPfwOM3cw
z&>JI8RZ8<__7ypfo`wV+OR{_U?e>0&gzdz5d|}0N*mex4YbFbeJC}0D1JsH66QXB`
zL4PO}4b7>JL|(K*=<JuZ`4*VSD!=;rjFhU<)11)>(mF`(zdhg#Nw~3Zrm3m=^ya}L
zz3>*7p)sz<ex16?CJ0DuyN-rHUe}$H9nG^+<HL3>K(bNkB;hz3&(hY~{rdy$TYBCJ
zo$F5uhIVMaTaCQK$I&X(nU-JZw7Bb=``BXP_FjF<&OZ(*>z65h|Cq^OXdX-%jJFjp
zSrAeuG4q~104F&y=OWmJJ{yylj?Zb%=y=sA9kQ{p!R|c!P3H2oYpJIMj^LUkAC{hW
zmYMkd8|e(+$IixXG%xNcvE%CN?35m24*p*k?`NpGnu=Oeb0Y5nq5UeUjeVKiUwut4
z2}kBHIU38@zW3hI*~;~?H1)XS#ft+EzW8mUr|>(}($=PW<Bn`3Y}3Dm3EZNqt7Tq~
z1J?(JJkvMFEYGK^6?@7SJv;DCiL_9SWvb6AFxie#j#;bNzrpmB^=4AUxwfG7-yP*c
z{!;ylj3m#K)c*zNsV`Tr%hz^xQ(cgqr+DCB02Tt&*Mx}**jjVcX~|y|Swpphlhh$v
z`}onH@h!V0x>J`jSOJCSBA4H%{@1KTEx2`pt>vs24>~l2oOwIpl7m7!ITupEaU+>0
zY@&3j<0|us>MTd7#dlB4YH9PhI7wl?sP9FluT18rsW!Gs<!sv>QmP!#>Skedk8yiM
zlP<||N#QUIZV0NbG#f!p0;meMKPb!9NB_xt(eL_5X?Q{W*|M~iX!Dok<jC48b9BfT
zGF_k8Hy+hiagXiIdhC2`Kys0W>`Zi6%<VPnm3QQxsdRkwF6uW797Z1>DV@^)n#^nM
zHM0}#DxP0{6JPv1j^s6bI*i7)0Cn>H`+N5NgI^lC20xj;<eH}_A@L6$Y;Vse@IEKB
zC)^%9I!Lcdcb;*>LIbky>~?0<a!=$u-_u;1|NLJkoAnH2K2hEO{O_sW8+7ibt#21y
zX*t2}a+8!D?_A%XI=zhD)AeA(`d0Ggz8fs*f^_kvJodY`lTa-FVzSZ^NK{m;;y)M-
z(=N{6)##DbA~MRL*o7b(=NA+-cfNU*m=**<=}ZIfW1jHfr23mY!y)(CzG*552a00n
zAuTy-t$r>)A+4y*Gm^20LQVc=&yjQX-R#cO8825JDitm2Em&Wp7qb&iy!JxTx3$t;
z_qBGSE!R+qQ<~tBl)-vCjgO8L3wE}zX5)86ke96f6I@@eRp4*}AS#o%F+hw3VZ+<~
zOB?}Ed)RoGbOF=f<+C3uir=(G4rMZv9nl~xteg=~o{Z<JgZn;PzL-rBN?s|@tw>V*
zk@cg;UlE7%j1C4Nwbj|lwJgp-m#?wvE1z(gqd5M6o`PP{Pb-!8fTZ7>pC*J%4<}V3
zMI9y);6aFBtXV)>bWBV%VJjcqyEntII0nRyw8oECk#uiruJDA1Dsr&<%ks0hYl^qz
zh>!%`i}_2=&v!8IpoDv8<4LBy_qn1kzqLMaQ|-a2gt$F%KT}jiBL7e(Ug(}~%N0Ii
z6x(JHSo-Zpp84*V`V1fEZ~BcjIFKFN%Utw@hRV`Ko4nZf@90?5{KUR-nl|%{>mVY5
zP7(|;_tTR_f7OU3f`Bc{$@Lv{Iv$C09`?j_dIzY?OB~OJF?M`QFYnDnzfXZD#wQSJ
zL$VJ?G|nCQ1maS@Q0N=K3y>58OV^$y`CQWG(rjzt(g)QATLY^2z_5P(=(}8zT#w<f
z)Z?pBi;NNr1s8;1slXlDH{~vA+g*joZ6ad~6m~+CNr)<Hx=ti9o}`7~J^A!GWsX)}
zKe3JhIy&;tcYG(0Fuk^x{Z1CGuFY3td1UEN^^i)~Y3C5v2c8F_w2F83HS9KOpH5Ey
zYrvU){&A$n^-UgehPl<g)UJt<jrUC63=H4s@*<~~-AJA?TI%gVj5HCc417hxo|HXs
zV_Jz3`b5BWC+5VQh4YPU6L{FmATJLw>}yH<d##Du?N)AZ5_1lp*Z<ufa5^4eSiSs^
z^WedQOU^-sT||acdYj|OaOx^Gy~l6OuUB+%Jp-SLynsXzf_lQ$bR3yWtFnARkm8Jb
zrT&=&!6_r!i+Elx7j%7`dT-oS=z0{G<13BkX^d^l4w#aK8~fMZ7ZG#pd|j)2-ll+7
zFgBT%B!gq*j=-_n=G!mrRkD8ZMp1j;io46@C;dI~R}HmMxlCDm=at_Y$G6)DlQhPi
z=}bCyo{xGXM?iA_@gIHl)zlx>?#I&d(YN3EM?sJrF70Zm)>eXQ2HHr7f7dc2vknEL
zd|1h-{2SEqPx8wZ@s5A7dnsN#v;wMLEm;(kFhUT(B`eE@Z~;rp;T)dh2zPHVbfH#@
zj>PFw8+H+7f5D7Lz=?6njtvR%HH|<!kVrfw!k3ak7zc{{JCjXgtme9KtoCaP#l25e
zwB3%7{umK9sL5>-aK6CUa%b6iD0`*#iO)(g8#M}ejok<IVg~&qFAN`>=+577qkHh{
zvVC@z-ce@SyL_TgWGb8N%3G&T7M4E$Rj}4HlRa%I@l~(#O>*@3TLmQu4SDvk%Imae
zwa)g=9i1H?*sLL}GANb;PQQ{7*fC)tl89bzVqTt86}zpPlBZ|5>P-0J>79FbER7bd
z7c5SM8W#c_@%Z#;?7{#iv8`<P<N9Elg*U1kMzv?paQc=Pk@2`pC{(j;R=^`$M(L^n
zJN2nBw!~Mjc13r!Tq4&~JoI@ukUU&<Ka;<hY|+?E(;>chGZ~ukJWrn1CBFHs$o}|l
zt5ub?2-kw*w-lN5`&Q>v#f~wM_-5^tsB#mCO4_!Up53s4{5Kz}`;UqKG1-f)MGaRZ
zIDE#XRbk@|ihmcFlOH5)t502en<k!Bl71nYlg3?Wc#z(x-;E))`fH^>*+)V?KRpdN
zZi2Y4vqKVrW*{iEXc=q_g*gv87I>^iWTUg~Ai5nbsp;!O0=z;*7{a<vhF6N>iOn3x
z|JH?5ZVV+rn}DQAMVLO5!{w8Zq?_D)Z<vJp(P0Uw=g7~=3*)3eUH;0kv8*K2lxawr
zk^JuAq}q+EZIX$LzUu8pLMewHH<f!`QAlB-`ud0uYd@V+*is+;S3dS5d8zOE-6{JT
zc*V1Y{#=vTtseO0sp_ARW9LtK?Hl3Jdm9v2#5`4aiJ@qmas+8t4M%0zoHI838mQuM
zk8c*<Vn>T=7$6WLidm8N3sCbDUdtv*A7QwKLlA-|ZzOBJAiD$kDZ+sMUB82O($#hR
zNqw1Mk^|4-$Isrq)5*REu2}gl@?Cx|T0(?85&|QT=9ujV&^P-ADdpE+p>b(4E|dYS
z4TSRf`_*H55({rWB~gSX{A5yme1`n7a_sWId-}@fD$ZSqc+PZ69OALeG>Y5poeI6B
z6#d(^$3|KVbM`h5I>+9gdo=X=bc{`uy?jAr@(GuvT$U@(v@H%MXk3_<wR-Ctw_c-J
zmpW>{eJa6Qt9Rz;OkQJuv*Mg!wq;rxH$VRaL{++0Kf}z*b+b3ErBn{U(bBBZaHU_R
z@Ct$P>2~Bhp<A!#=NAj$y3@0b<t3|J^)FL|yLn(aO^qhn%<%Fv0VV*rwEOBrDw(OP
z7mS;3KtmlzisCkS5=Wq}WOiQ13ANs5a}NElAqu?jnHU9-7I#cW%JX4?uy|uq_qfCC
z)I_3=%E3byF27++6fgMwr2Nm0*Kbo-oy~Y&wi#<s>b7*-D(~m;U%1!rU|D_s;nV9M
zpOdGBP}6kVr_DJwZ_L<GzM{IP$tHih%G&8=k9W$o%-NGv117hux{|6Hr#q>%=+0{H
zc4&>Ijge1Fz4VJ#ee`tHFH`k})k2Y&n8dmXhiF!sy{+rNj05#q%QvR%+=oM@dTT$l
zb2&LV^_6m7`~Jj1XW%yqr2mr#_32jOS_<c=Hn`Lwu!CfGO#6{@U-;`KXQ<ZslhDcz
zhMkx;|Nmvcm(RjzH$+%z;XFbJVJ>Wh4adjWkbt))ltz%ziK+31Cs;Zqr{gJ9-mk_)
zw=%7hLC?wqe#*}2Z(lSI-m@Q4SEJ>Y;R)b<6`&E!Y<k(@ob{h~5wzXIFZ50wu*l3>
zsJpGHb@1`kV+?X8M|EDm=AvkM*<&a_BJJdLqTs0Q%khq_p>h9&mkJlo;2TTz+w<b(
zZ~?Uyq@ra%B>m}FDz#vQFi%Y*m$U<$?Tpvm&*m?uq9w#jm&N?*8&<Q+IkdS<ZHRCM
zLi>$`DgeX$t1V{7pIP3owz!O3AxQh+RHsA@N#wnOA_%ZC>hH!eb8!{`bN(3%zgBRE
zJKx~{Ux2;^$lxqi#-~6?M52a-zG{40u`3QF9Rhpa?=dL^0&h>|WT<+3M+aGN=Kt;|
zJgngBnpb!sE%-@F9|@gbU5l^LUd7R7NAcYPmHt2U+0U??5aPSHNa9FxFyyn&rSR52
zagJ^Qnthrrlz)a~=@famuYYCimgG=#o}bz^k>73IbLUA^+`!1s$6JbP1E%Kh9MCV|
zm3jW7qvIIxNyy#!I1+V<i!KGAj%mG0H$_@?xyg&tRBAVH*|O@5VSuZ(kX#C)W<L@v
z0Wj==Gcklb7kLUVrx$ZyCnox07BgfojnYsff$X)y{dYhZfz{%AY<6Z3%-%4)Hps8t
zT#^JAt>x93t}?IUQ)3`^!89x{?4H_MH{-o@f-vkM!D_r;I5_E|O#%d^OKw!scb5ng
z2%+c#)R6MQrT_)@A?Kd?H%(kaDu=%S`7S<5$@gGY-Xm-9!vTS9l|jQ56ICX+zaQ*4
zEa`Gg>y_HXAj_G*&$~K}ipOQNsqTKv3hmw}r9B^)ns#Sgmoi`y%<rUmdkP>xASKIc
zoCWt9Dv3ug%?~8?X|-;Kn$>sw&<`JX=IXwgfwMJ~Z)+uOG_k+Xc1N}`HK5)pu<v2s
zRHVyOL&WDGAWH*?Ev&N^4bPA7bXocvpba`G$VFNnKckM?XXd>aZwYz$&`C;{BaFz1
zf`KB20AIYvgM>i<#u-5L3D#G&N@xI(3p5O2kG_6q+YALU@WKC$6ETd)LqI%?=QS?0
zA8eXa&FL<Rtoy;1Zo|cWB!*Y0#(RwQj8U;I`KQ^R?4qPk`AM9r&%<J5>76NA9Iqc2
z%2x1Tqh|VYtzc_wL~V`sR*gPOfByprkkm=6=miKk1i}x#N7SBDQ;Py!bjEw_gnqVn
zWXwifP=oPZ9_c$@hM!ZPpgJL+Jo;1r(doS?d%!m=JOBR0FGct~;4g>01td9)6$rf%
z7G-#i!roqpgG~hY3;Y{0Cr+T9bq&~w&+p4vCTr>s>L6o6Q}eq3Ly36I2fvqU&v;jw
zlxb#BH@`zWeW}qJJTXE93kXbhIG2ZwYSC_0l6JoT<XvAdJcNpO<}QywY@KK~)tmd~
zMIlu8NDn&XmpnJTM#-5YW~4%wZ>mqP<mu<?$53<mt@Q7_Np`Wt4<-Q&8aBENt5YX(
zU7gKs-utU?{SRDlwewDEKVown7hCe&xBQo^Z6;G3I`*Xqtt`A87BaQHurZ^jnMp-J
ze8Hz&^wbVb(I&=qc!Ht8(glX4Ir$WEoJSMu|75Tk7<5L227v&N9s+7}XBh&|i2!Bf
zBzy%LzvS?-F~LN%+g^jtv%bDAdVC;FO+|%7C+!j9BIJAGo;`bzX)zCt`#<8!Aj5Xv
zeWDwPQXrJQcy6*&lflt1h)<3Z5_XPyTU@a1f-SXpgaSUO{8K>+G44tw;~!dYn6+Zd
z!UA(BPt!0uHm{7WUb$5ub8P?l!_<;2<Qi<@w|aaWjE<<^i8x|<^Y^c>og{pB=k9rF
z#Ze9W`opnUp<}p<o`U6ZaQXUxP%rW~c#F(X3!?+GK5@=xXmgDtW#bD+lH(Y|^QLmg
z$Sg;NHr9Sc=kAXX7od+`yc)j$$^mwu0I`H%%m(ahGzw*04G5|+1jFmRQBV{vLS!?;
ziU~76w6xgk0Yv{&SGQl!>GCD=E8tZ@lKNRcR>l<4GU$KfVQF`Q*mLIxe|t31j*mMK
zvDHMF3L#L>yITJ{Z^pHJ&6Kl4umXp)6~g@mtKr0KFNz&c{8A>OM=%1B{#oWeH#Vz3
zTU^zpbA3XXTf$-c=&J<!ls^>xq6Ta`Ii&R2tR?@=S<59(R%#f^O-7CGz0QA@?U(vY
z+IxeXAfDqlr~=N)Wm%=ar`T9zA9tNr5|2aUgJ1|CEJ;I)qf`Q^&7a}OVV07Qwygb~
z*0ajprBGhSKJh!h=gmObgZ3d?G&@~p`cIhu{cI5PjDe)mR<Q{4DL7t>1Z#nb2DlDa
z4rx?@IXO9^Gby4mN?p)Q;-K>8TmS83P6v+%9UZef{+osNVnF<#{TF^3!sbt8x`3>w
zpJA}Q0)taE(47e?MpItD8@B#`0OWvhJ8f1>NllHQq9?$PCTSfqLMT0WnFo#@Z5&>i
zg4h|+X8X+gbhphAmT!muY<o)&m*bG?oStBOmfu}kmDMqAcV3s~!-kXa=Q(m_pJ^Ze
zuD;7RMdZLj)l2e+HEtiO4)O@>I6-Clooe^hj`mDvFXOwTouY+pZfjmkP;G5_X=bN2
zU&n`za%8gspH@(s=|h(RDZcMUVXyM;f6X?l?#;S_yf+NjY$|SZ`TVeWTxaFQ5d&Hr
zLfxVwB7U}pv0HLKLgW~BA&hx{>KT6MhrAZ!J^{%YmgZRiIduSXooY4+NFKYgfK!bG
zwED!6m54|^8&`uPe6K14V0)_>hVt-?8D#2vZ_Xtw9UmZsAmHc7jW3j>bzwA%bRjB(
zD0!rC$-~_TbQ&|<<6!b!PVhpSvD%-7-#6d6Bx&EX&v@@!)x@0eFy)YvdwS#_1FD61
zrcXMK6IfOc##3h)2~C!DReZjfQBk&dCL=zcSYg1<yrY>>Q%U$_pm#TM=^8Cr{W^Jl
zX`SZouOup{qiJOA6)>{wxm)|<yT$0HMZS`ukr9GMSlh;sIC9$1Fs-)080j!L*MrJP
z7aKVD+9kdIDso6LkRyUVev}rWRFU6OaQXA3WA3nkfCCwYyArlCkY;?@G&l(jBoDct
zr|CbH$nPL@zS3#6o#s&|SGBv&C4ML}nD^9^f-g&zC$?RwSNn%aQ(}pKQ@)82wQcol
zTct>m)tJ*->7mmbYt43o6^<D!eDu_fFFq5~4V=<y%ojiNMyfwS>JFAhc+?*U2cORO
zEK`Dz6!IZBd&p#`1GplD)eb*G4-$6mT(H5;yVjsLigW{<MX-VYG;jRI9!45hFL`t1
zufd=#oo|H)hy)<dJgM|^#n#%IdN%nXwNf>?Oz{o!JsOE46=tpyY?qw!+thJju`dYu
zdC!4d?08L7)cN?<?l-Td$`iEb!i%qaO|oZ56cB67YPZoQI&e|Xp8am?`FEW#7fVUS
zV#Kf~RIM7T3VP4G$*qo-)F*>`PGo?@$4_;bv*R%|IO07~wOuZ0)LEwX&RMrNlkS%6
zWGXERSe$Dq`J=X7d+tu^VMsQpk}PFSL3KK5NL@g2H$~#%fs6gQovL94abLpPxFYK)
zG`@av%juk)lg^Z!FJ5f=TUGw%(gL~Zz%6Co=vfTahMlER<0qW3y8t3%CVl8bgk#|I
z{|e|wJuz+?_a6^96d^3T_w@e@=msoj#m;X&FprDen?Wcxz3o!z;nMm@%KzaU2wVml
zhX<Tpmm29z(EU^Ml)B;J=kbU7m}K0SW*H#{i*?=ZN%g!)id?ylU}h<*GkSa9w@ZeH
z6-Y|9EH>B5=@0kJm?L8r&#5@aIa>k(vlg<C#21uHnDuJc<sTrZNd$gPaARPn-Wj&S
z{a@4SU4A|zm|MhYorj|oR}kao@`bbcJyY^jFJxwo0G$|a%r7oJL7P8(5DT~^1if&M
zTm|@kV=>;LW<MsdA>-%wRE`(D4I)2#ZE3nxGjQQt?%X>jUTeC;kHjc0?~jf=^oZGI
zhQqm}^@eJ>jTBY5g6hWGQxo0#CnHQ6aMBNM9W=*2s?2YY`ua5(mdNItt)8L`R!THS
zd4~)&olBPnu3b9GRc?7GF(W%W6)~USi-f!l$~)wdFbR1J=H%Ws98=CR!1H()7zHql
z^d}%8j}8@*?@M+CTJqjmQ9mximFjA)VuzfOr^h_0Pr0_!bJsMrpVxByWb)p2Irz-c
zvTgS-RQ&#H`_CY?PRpk7aR#$Q086}zl~%G-2M0m-XqwDy?`{h8UUQj0;mT{231>OB
zJ&URCf}QVovrs}WudmNUaHOC}@Sb|j!NNl19>FF<gQ!LL6Yid*t~gmKi{}e>t{6aD
zblJ*ZM;%ENU&6A2)hyg+5u;sk7Gz-<WVX|p_83FX4K#3E{e$|ea}x#dB>oS$`rTig
z1tEhNIUy%aIF^VeM#%K~>c&bUl*9`55IfDmaWGq0zL7al<`k3gS-JRP<mi*r{;z_~
z&mK8NjZ}gwe8-H=T1VUIDsBsAEq)rs{3)^K7Ej(-lYSAyT=VHiX#&psrcx(+c4QP3
za7EH)G~3U-)gyK~-m(|pM!VsF$}W77P2{@57|edcg#bFE_rpy4W&60$qpU^&q(XFx
z-Bjj&d|E?G>vdLELpmcxtO1C(<w1Vc7K%KP%hi3q5A%qcFlKViKeB#w`V~PU_%F_A
zrI#S#95rzpyiY`fp|`n^{w^1M{mqp|A0B0Da^|yBZypUYa>!`9T+O<q@-D~h+~zX*
zrwd|L%g!U*bopgl++ht`g>BOK(A%?2CmrY)wUJDN^c({J%gtRmV`GfQKE_OWfXM?$
zwR6XDa-2+nI9?ii1Zd!ICsH!9Xao%9-u~q*Lj?Vy#P;?~6#F0k3bT{d15pS|V@6=H
zn%dU8pwh^1qj(%pHgvwXWwk3^h-n;SLSCjfH;P>X2nM?Tzn+23_l;$^AsATb)l$ns
zMR=@dGPn-QKJ+^~`SHrMCdr*kncvJE>{Gf<hP{pM=wGLi1RC+xz3bw=TjR;ZrLgp_
zhq4^0@`SM7GujLTU5p0)hbkk2%~VwGT^h5OAtHr<FaxFm?l(NOV*CZjz)Pz={~R_Q
zI7ijg9t@ZPg!?uyIQYL=UI)EuBuZe#p666mgi{ku8!w|kUZe=_a9yt=I-Ka{wA&SH
z@(({B{nk`x6v+QV(sbAP%Z6-+d#SVz)(w_<MN7PI*DW4Z-dy{7>^n=sUEP7N=X_Rm
zoo#IaaavK~N<26uj(Y_MO(=QKWr@<3c5sc=#}Q#Y$SxI^lw7r?PTh&ADS-w<Dj7)Y
z8|@!HN@3@D_f8C3)CPY9T1#k65pZcoxr^E7?TkXakoiYQh{~Sn++{$ilt9o=3GY4`
zrR*|nyP5%|k42K~r85JiBh(+U9g;f@!Dp(U^i3wCGcMYzgO-oHmYHo2oVeb8BPci+
zwBN(>tK+=oC8`Kke5s$l5koJg9YGY*PvpI12(TxSM-~}7fOKJkUx|~67|!^v!YK+Y
zQVHsSz#_^%yObVBiEX_ShF+oi=?8>`8-@$?A69=tsYARvFWJ0p!dOoaUj6<=5m1ph
zDZA;y86fOcgrk#BoywtAJ7Y`%wlL$(E|J%1Ts1K=H{Rc=sJu9n;xf0^S!}e@)#$Bu
z@!~;<uXv@TI<k+4V0l9z60l5umF9mZ3LXSooYmAE0XBk&oW)CAZF?v8809UN`T(2_
z!I%8*J+W((@w9(s1vt7-#I2()@k$E{3gXDP)FXiqw2PJ6cv<|QlY$Dg23U^=$`b`{
z@=q^?JD|mFF!ZLjZBetR<};Ex9TfKcvTG$1&kr#k3EoRGE(Y~zbZAYGh3hOf59i1J
z;X5GUi?af4di8gd|KnNyPhY&y>T!@tFDGt42??TskznZXBE=m(k;sIE@UELzAyh#v
zzG@|$dN^zKJy6v+t|`h<Y|>&|h3lSANGS8t%ebSc2a-xl`|NB+Nd31bH;?P>e*CSC
zMSbHhCmQR#=t6Q6JVR|tBJsSNUFaS|=x6I{0hyeh#EiG?rgXKeAwmT|Zh9y9XZI20
z3H$M$4<k`$#()1NE*uerxDf{35kS4?q4-N$V-*0@$KVK4f<bQo2)vD_p&&g8W;2E{
zxG%nE-@bZ|6t^gD*Y~&jPUA1oGh>!aYVA;RpC3Pegz4MMh1*`LxJiJ~^-iZsZ@Uo`
z7Pk1o-1ks0PAmLBZ!8=mUN>mvX!PHQMt7mdwOMr^H_qHm8WFT=Hl7rsbRYk8E(#sz
zC^GTPsPP-tA7;ppo#v4^9trR%^TX=zYcu5vH<#`a>8{4clZ7d^(q?~fhk`R$^J7XT
zN@;u6-6X7E*j5`cW>~*rxCZQ!@cWxxN=VKCJQS$Y#^G)IFCkXV`6n<28~RhE9>HWF
zaD-|+dzk7rc|*?aFPE*YEfI(rkhj~Om|^fDh5{1W0Azd2_v~Y0s(I%W(|p*LOG`89
zRq3NAU)bK?T;|lce42;U;bU-8U~bnHiGB@Sa0lk@4~V7ivkAqjlUwUV33d$+&!?FM
zJxq7h&zxaBRycWGaDqrjN=P_&^Cp2;8ARYFw72IQCodpL&mLnp;>F|dpylE{?YrM5
zQP%L5{&+4AzSBB=4yjyLJ4Tb)U%zGo(SR3OYnNHPV;+`B1t(lvszXsCcfYkwR9w&3
zy`a+&GE(-cf=&NeW_4|5&6d2PXP0n`4naqtV#<4plelY@+!9QCy~0O*qT=EnR$B~$
zwVEu`Xz=)1^yyb4qob&sd5VgQQG?mxyt3f_RO}LJ6#RA+L(10>AOTa1ICZI^U)3V-
z|GO;^);Z9Zfm=K{csIWFx=TGCQ8W!p9jCHzQ$(yf(9>3NdVDWV0O6e<2Oqd=y|b9G
z^qbsdOM8FwS(-8(hrb$N8Bw8ew>A}CbQ*+~r9EhmnsR<LqwL&?8+d&_RbdqD0t|4&
zyJTJebSi>R6@Bm=N1l_1lCg1Iad(}12J5AE3tNZ`kS>JND{LIZ^`Cop1!ujZWy^k$
z1N(e$u+8g&VevIGfFSjRdZDIQNAN#5dvAJ8ed)ybH~~~f^2NZ6{s<;S7!P0VFLC$&
z_yX`&i26AJRro7?JrzD+w8hcvL(<dM;<W6c-^Us`my20*SV^{je3t%^k@h%agxYyp
zzx1wVgJS+XhbT>*^On6<9d!~xqPMPSIy*9-y=oCArX^k{Q!Ek9esO)`B^Qt42yMg}
z>f^5xKNcTf^Y->Jm>=>@Ogy(-^0r9n-ptb4;JEja)18Fc&tLXN1-&_7ZSms83uJY=
zncK8fSMS;?8BJ)u(nD%Tl60|q8%>AEBh#ZboquV6NnK6cv`e`BvW&!6$;Zmd3MJPt
zHb_z`^`8w^&rpShgt7P-mIU?o_R?~2grV0R5*j*jJ0o|WpsSP9XArq_0LFs9h3nWc
zB+>6>I&t;5v^3Vf-N@yFDSIcTOP|414y9K*W_>;^G&C_MhZgb@ewr`M&F7JM!i7h|
zs^gJ5Urugrv)~`1?HQ@AvfY}LG3sg#l5P-LKIEG~&=w#35bLy*|L`-ZY(aLLuvp`k
zLdt=lzdv-(UAA&#23;FXWq80%kVSas&K>?fpXMhRG5;JK^u>$Dsa1g8@@=0ie1s*X
zrIF8{hk%O=)eL%cLth^YA~;2CB`(-AG%PGBEsf%0mWd*`dcb0%z=(MMoYKzDF1cSu
zB>v@(>*DC2`lY6()=4>#-o-xhsiVWS`$U}PDFhksfI)cG6ffD2NnDEI_bmzk+3jlx
zNjqX%G@sRo>~WG^q>0I;3^!i;#ZSp*Xqbhf>9z+BX*VSMiujaSOImTTv#X+Nfa_Ot
zm1jq<`|S6|##)pMbZ8zo?PGMZbCr-khGLJw%gf8&(b4ZD*Ij%)eE87p=z~?4La`cP
z|F|R7xgym?#KlRZq@>(DJwGGG#A@xRmUvs%#TsT{%|*q;{Ge^#9~!C^0K?K_!Ha)^
z{I0016kjV03kg9EiE%cCH0mkbK_^e03Q%lsIIx-+As$U&J<*lmmfx6fU6YS}`ZQ>3
zy>Y9GFdQI+L~Cj2yom{=r>7?p_nu{F>4tY`^2L6O#9|T=5ux$9v3I-sQ6zHW5me`+
zN9E)zN_y?uHR%&4KI0w*Fb>M`%@p6iIT5(b%=`EIUN{U5{e4Y-e@*_K&``(5?jzZ;
zT~<!6o<3yh*=cP_aq*Y<v{3h6eVS_>=CA}r32x8JNEp_Yzq&Nt2THKC`@a-ALEdQM
z)x#)#v%h3NdNjJ;zT=aVpJ5Hifu=sXPx-a>A%c8{4taF=zU^C5iI(^#OPQ(G)_BP^
z%z%eD`$}$J3RT+)x$a*#*}p4y@CDPV-?vdBwE?qhr9@ifG9c0eUjV@!e!N=}fs_^O
zTiK8Ssb*FD%X#_d_irU2i4aO<8`Ivr>?8nriPb|gXu|Qd{9Z7@qTwGNPJ^*g4$u$0
z7u7lLz5gl}4K~r|Z{PL+{>}Ts<9C_>d!GHE5*8xPLc4*@uF^5e`?bS_R2+qKC7!jj
zn-=&%!BF!jrlgRdJ@aEK#(ZKsMeqJ{JROy$rfngjkf)d~hboA(P%&E;?e)HCYby!~
z{D<P=Nxw&pW0qLgnDz(Kh&c@Z3R3JE7zihBVi-V=Y_DTh#sC-+cB^-HN$wIFg#?95
z+3X75>$9hDtMLj5)CE3{48Y}PK;sM{yu@r-ms$gVz^V$O^%G~hUkK_$<e>5qrnoCK
zClnME@M=sD(VVWIxntWynlE+GjS<(_t%R)qLlyuREiHcN;rb7lSx_&L9@vH=nh5j0
z+Czi7!_vyCDuv-bvn8HkCB!P2HTD3{aT)S@{kfX!l1UNb$;4gTS?qcgjkwpcyZSmh
z_5ss1J~7d3b9v-xPC<bxayD@8a28_K-9t_N0Ewf}k#FOI5b*a7$1E0_uR-M}bcMGh
zBTa-)p};{e8MI|n0HlB1C@>TJ1A_+<B7l!48F!jOz^(0~ys*Wh6SbEhtft<<JxK-X
zy2E6<5U;+A!lg@>aG_BIe7fl=jQvzOz0FUQ)D;J|A17bee*Uc75q~plfZbAaN$p%h
zj@Ug^VB8`i+S&U{2zoEED6Sey9owyOtOw*$h(%6NQc`NJJi+C~Z(gRR)&@TAJBn#0
zRtVaM)%>Nxe|;<?P<JU}nv!K!`nIPn-r)V_rngC{$6hSO<TNx=6E*b=LDd%X3k%!;
zi>7o;O-%S|^0%fh^y0IhDc|D2d_>aXiq+vmeD#Qvx<ZWg&=op1Y6*8<05tdr%&bYt
zl;H>uz+oSq4dhY8{V7_~Y9TmNU@M;2*1n6!KDteDzN4=%6ys2gH731XUw40S=Rwpk
zHVnWApE$p3sM1hc?R^Hg?SMHRLBu7BTHGdnu22P{;%1@hQ_j>s_usq4WrY@{74NpO
zwzf8<FDts<f{L124WA~Or|=wGy%#qBXC5Mo^H&l+AP}xx3z9V1ABBiQf4>tOB>&9S
zsXu>^JkpWAH%&jC`0l!bElS$zMt1?m^8Y;e(`ReR2OnT&rV!qQ!`!d4(RP$K-`?s-
zD6UsN#7Nkyh+JLFFt2Wq*0rPM__CzL#5Fuc`%uY@jplx$;mFL)EV5#;fwcj59bCk%
zHc?GDcwDx$R6gNtK)zdJkGZ9#KN0JN{z`kgDj(zSN@itLE_CU|18#*js;c*!i%e5J
zI7eU|1;~mpALGPem^YSOpmT`vgU13f`oo67;c@PzfS=<XNgL#cY7`r8AAb=`;}I>g
zzlIs9jUo66T_fM-Bgv8@@@bKGy8}*id+=HXI6sd%<^ooXGI*j*&xTxHUjFa=d==gl
zWq(`RjMDbS#YH0X{Lj=BmU3VeuQqvn`GKATHqZWrwdLbAl&76s^4_-Hz=<5O3_DDw
ze_XoS7=I!FbPZylAJ|6cg=-oJ=@Zcp>&&|rZr1kzKj!DG+x1(wBrR^!FzwyD>!~J|
zSyKOary{`#tgJl3!qmRLz6di_#?~6D`;6R@5}X9$&*tV_7-Y`>HWSw;Hi47;(NFJ4
z3T}fatFphJqrbmjR~~5`<`~4|vCpoPV&sa(o94o#(eJ|HYJ?rUzJuf=BomWBj)By*
zP=me=H(3r99y)-vsl<G*zdlnBy(pp{dAPZ^LwWGQW$IbKrw;uFK=Da0Uv9&HBDTis
z*T?hq14Ny*T|g5pE92ma{4%nqOz`n(taB)Al(G|uA0~o=2t=R#xiU#d@o9e=o6AMm
z3`UXXvU4TQojV6=40FD!lpgrJ2JrD=f4-K#lEd9$u`oZcVr0a!d`Di`wCG-YyZ#M5
z7G_II%>6Ld@GUKsL$ly&$&N>fevbC`v}k`KHq7g1i%(5^Q`5GK7cZ7ds_P$OBxD<a
zINJTo)%|DB7{&Apy2}U2$-HHot2U)!524I+a>_F_(kd$}Bd4HHynJ~u-zcxfAfvaT
zff~%)Qy@ekYb8z38sH&ITnHBYiH?&q9EM%ioAF&wNzr{#0s0EnmZm&4Mej-%*7kGm
zPwO0r;Ta;?Uzda(6J^Ic$G`W-Xk}<)X`mKOwnyPkm=0i5$2Y_$Fajji&p&@cKz=N(
zxe!_!7Z4lUVVe0B+>9bUt7rK}LeJvj941;0VB<xKPhX+eQ*KSELj^`ckdF-FAL8up
z-yyLVP}8FN_o+8<Nw9Ls6EvCD5dA$W+}6I5w|WBsJY<u<V~{<JJC%#+;n^}1cKd6x
zB9f9!hzm!_qbpN$p~v*>O+D=1Ly#PdBO*q)Q@|o55!EbGCX_5KlPis}Nyop;$jG>d
z_kQzchM`M6_7h)&BSf^!yv#Jh8?da_5|mS3J+-TTlBVyqafIv4xx5p5`~u4)L?HM^
zykKgbE&5jZ0ktq5CJSt8<dl@p=O@1xaHe1zGB#$#wYh9(7akZ$URo0ta`u(ZAh62I
zwLa^o9(Ep1PfaDmqQcC|s_f<_eNQRTtWf;>kI#~~Uc7<G3>N~?yuSYa{&l}uQ}xrK
zB=N`2TdLoIql+4vGiVOpHV&furX-}X=P`V4Xum-}ax!}ux@2?wP@L6x^%m`^si_H_
z3R-IXw$0C+K3fULKCGxX3FF)6o*q`HBCi_T_e6zmVG$4hIW-ju?KcT2=`(RI-?V~5
zo*o|Brlz5=raU>owf$vL5evSZhuwosBKt&0D0D}Q-}y5we#l!S9yPof54jaJH8sQ?
z;T&M~US9|7QT*f_$I-9F`lh1SPRf5-cHY1};pXPXB`wW7jZ;|9Nc(dkjT&YTPtWEb
zKkmJF!GXE><=LTX{_^`niu^X`7nhcj@zf%(nw*?m<czJHoE(u7bK}Ng$Zi!zhvBs%
z(!=1A<%Jq7aBtMpml65)h#WYAyRK|&)3Y?}m}}vr8<mt@zY0d4CMG6Fgt-o~Bs}hH
zY1x5#7Zixk$QBw=IN@|J#VGTE!4Wm2#lqi)6M?fFeauMzOEzZa3KVkS<0QK7Y0$>m
z0tez8__9lF+@K-5Y-95ff)M6ZX$x9Bq*=fzVQ(hZ9kZTaA~p64zxAXMqjtME9_2tH
z)*8az^5#v>m%Go^GxZV1%#J}mGduhJgal6F81gJrn&CC22KEZ98~KHWpDQc3!~OGj
zZZ2<pf6TDr@y#W4>L1{K$ZK;NuA!o&p|Qkn=CL48?2T|oyvfXzFy8Y-lj?rT-eqK=
zK1B7rKHqxIqx7z!QlX&z*e*h_iH5U&Yi1R5@lh3&=J+zfhuzL@^F6{U<g&T>HW+s4
zgGS1vw*UHV(S8xd6D~C^BcoN!fw7vig>ibx&0GQkL<PT$`BSI?w<yWn{Aaq-^=a4g
z&+o2$vj@qjWVVJ?SN;}uDuW_t0fY>}!FeO5D@rGg(IS@_yZ8sMHA!rUn(c?<C}1(f
z!uO%5$YP@974(}ARCp>;<yVY44vvoQ@;$i?g<0P1Yv;f?Ry%i&28mzjI3Vi?e|sP6
zhnt6oQ5B_;7uwyuWnQev<-Trb7odGe{M!IpAW9I_KyLH);>jHq7=#lWG1?{_($#eS
zNiivpiJh3hnW9!Mo&GF#t#Go`GGf>?8yAzNPpK{n=fC--rAZ?!gO>KLt^w)kg1C{e
z<jE%ImOOpWS6fp9lQqt7q9P)9`}@s0dwM2~D$%wQU!l}fo|u`b#XE8KIj37HSH=9g
zr``kQ2n5LpsojGjU)<t;mG&XN%rEH0ge7>dQeeGd8kmyl;)|cHljVsd$CJXJR&Bs+
z$;`o_hT=6vM*v?B0s<<BXMYY2CG9zT>eQ*fE9(OH`!6W#ywV|3xZK<f_66fY<2(}<
z7FINgr}-25dl3Wg4d)jZlX7zYmTAcRBL9lgj(B(^B=oY4wGd?ZzhiR<+IF3Rd+C*v
zBJz3gritC{1w7U3i-qNFlbv{oiGA|Gf$H%+hqii;0N=0Qr}km>rn(K)j~ff7i3g(V
zM8w2)Wa{r>Wo7-}i3`VqzFHIEefWY<95ofPuW(zWO>ZGh9nTwH>9i$IX;`9=w)?rO
zYb8tj{mAsd#C01RWmp~nKj)CHtA3;i6D>l?Ph@swaC$Fumu)N>!>MA}`~9-m@!cAN
z7(3mCb<p~Dv01q{I}UU>nur<2_FS-=!%d}zbQ&zS!n9WfYo26{N{NowY+XujzAH*v
z!;BNv>gwvxi3tkfSiJ1G;vKgwD!RM6>VGH1VMWK;33C)=`)xHnPSvD)gm-|?36Q8$
zCMM6#6xJ{SAZ+ANs)5EUe%h-_8XsvBQm=gR5pyZvsHN|3lv#sVE|Puw_Mv2EUf-oZ
zu*MY-5CBv!IT;xl?g-;PK6=ZX{3{dRF=!{wfQTWX4N|dpc3$tY4B7vG>R)`Uu=}^K
zxfen_hWs8TgrY<$PV&@Ti|1W->fPK}<BqQT3m*LV?dPa}Q5@lE!4^zq)auN%8{bR?
zp*QHKV0y98y>RclnX<C-m-_l$D6AYE|2^74FS3qPg#^xdJdr2)=qLK(y~dlkDXFL~
zW5`OH8T5n{E6cmW!dhUAiS#`jqsG1dEbF*F=oYf#M+w-~rN~ELi7f_=X<T(l^|Mtn
zw_RO_(XaVCJL{{?*HSED8}gFv62b9QoXM@ie)VUdob#a8^KA)@QtEP5`M7u&An`Qw
zm^dH{{RJ|uJlKnIcvewWMbbDkFE8)0x1VYMEB4T%VZ;dm-5p|MwzZU~#j1-F8>F02
z4U=NsZsnjBvC>9=<R$(o{#TEI_t>OoK|vWD*qj>Rq7S-yflQPWx6gaL9lX)OrbJ~A
zPF7mlZ9YCeSZ%>?IXk)f!0ch$zyK!{NRUXMgcb?;iXn{}M-os<;7_Oz&_5(mP$=J@
z&`PVArjv#&Eb>Hc>C9Kd@|(++At50@p+)M;&pLNxC$8Y|+)B}{j(`6gOT#Z=eMGT{
z0&?Nj$Ne_Bu%TTfK3KFOP`LQ1@Q8MP3>t;x>4WnGJvJbm8GhoL<v2C+9olb+KJKoB
z##0!x^>+vh3Vw#}|5RT_-nRQGj~Rkg2zgHqqM}M`=RTMSqlGIfE`ATUvH<6`KYg<J
zsklE-QQ2>--oByNpfsFWi(wdg+xX=7AJBZw`UqQRRZ|l!{^dfMDRLwCpm$b-s9SV~
zUS6xNYH1SU%G+j1iQVl!c25_V_x)>IP^%2$(>8d2bN?MLFV5A1*ZtEsZr-FE9UWz6
zV^aZkfn<kobGEgX(;yRWa6dSTE4sRfBwGHDxn>DH%80qeuz(8Gg2_^&NL*l))9V`>
z4v-ESdT~ygC<@gX-o-Hw!#oDHQ>SLZiJ0iS{d;8O9!P~)5E2UuU0bq`)p|$Z41_0A
z#m((QmfrC`(F+!4c#E(kTcT#ekLEXazxr0_D^_hpGxEyIo6X#{3K_h#wQvdACx`WA
zhuvQc{gfPI?CtF<aQH(d;+uRb{I^#L%3rKW_=p2HQ4-19HBdz#XQRdr9uX5mig4I7
zvBHVz>EBW$BA()dBkF#o#FKazSbyr2N5=f#m6vlO{{z~E2eGlS{bO55G;vt`WB6R&
z%P3pIH0Vm4=|kBD2YmBojA$RAHba0qNx1C4K(ksh5)!y_i1Q4Vx0bU>BG*o8iTA&~
ziKP-NTyI|=aVms`zv8AuWB@B0TNMt)%{@ItvQ*x^VHF^HNbRp(j1Mx+-nnxpyh<lk
zRI2jZ85+KR{e+a~`xzNW{J%FGi1DxCyOs#zH&b@$A`5Eu)B+n%JYqP00<MtKbK@J)
z7Q|acNDxH!=%?;O<&!tmw{~-XG#lEXm;zT>h@yc)$HH=B{{F&(s6$B9=RvH7oQMi)
z^(gBty1fV9MQOwVz3^Hz<h^j_dl0U*2c*j2hY&71>w<io?1%=8NDVC$)7A6ak2in$
zLXP4ZWz^-!qcyAV79%bkV#Hyd=;NY+jBa<<((9_%Er_Xu>>3>@BE}5>ZjS^@oGh@X
zyTO&eV8$P1K*kdN{1q`-U0zukOiO*?hqLFJ8xD4T(~PgX{T*dcWQIf2jJpucDiX}%
z0SImN+{+_&>_!0#j*`%bf5NK)Jp#P?Yq{vut*~+qxQ|{w5u%Cj^<VbXJtc0W6e;sw
zP(QN0fbUwaukZFi6&@n(UfS*N&qv{L(xi~PfirhKrf(oMxv-GvaiJbmg}9Qa2fJT(
z_hw`sApRfN-0+U1rKO49`(epe4o-g)kU^x`8uDFe2ua80n9n8|ZYurRUanSU2G^^i
zSV*A4AjP{zYo8!#`z$^oJKKUGydqj<kW8j6tv-JJYkE2iQ?iphkw4KEBCaJ4>iFEO
zM;Ue^WEn?&guw4{lYKGGp>OkHDiOCXrsFs$mD^DM>#vigar*s3fZ$y)MmTM|KXPOr
zCJqW)D~)bLK?i?MPCi72s7ATVJHrfE)ON&vQ-yB`NsrZqjQ{KEbJLPHwYK_$^NO;f
zqPCU{^)9LD>dmbE%*-cIj)ST}j05mV;Ot<aD!s$ig9TYTSlNA%^xIc{PI7WVG0Wtm
zA7-oDeZYPv?vy`KK~K-SPO=ftFkwi8a<U3b(#+cWg<Eq7G9V_N7M7NS!^4(;qNr|M
zzfO)i9L0t|PT08aKgY(dIha0+>Fj%pJ|?{1sButgqj$t3E$#MoP1YzF13Wmac@7`G
z(X#8C&#fyj&>YLSRL%iQR3&nwLQF(+Nq$5<=f&?y(J2GAh7sjK;KPTlUbo&ZDUy<q
zn4?{b)w>$YtCF&E=IdR9Sik^~C7yJY$mkbfuJs^0`zUTA@SLwp3_KJNscAxM5B=M~
zY76P($I)P<MFW6|p<lO}SsD5YY(uyi$?WWAG|Cq*3w=dVON7WEF`ecR*BI>$jRsM)
zt7?3AlHsW4k3+Jx5F;8LZ&)9KMf9=%M1k>c^m8yk!uQ9+<L2(J$VFSx+S+<^Ao{p*
z6mEQo2_w|`iuQ(LX{W;;iAg|oyTu{=4LTW!l)<X1TgLvopXmzfHXM{^8&1spgpO0x
zv8^gfTfIS%jD~}dZajd-{bhExozb3M5P6{tRYvW~M{l?gx{m4!D-(VSzKF9C^j`m+
zQhe*$_wCZ;j6zLXG*gUc1!vNtnVxRr4pd4w8QzPJXNSZ!acLuOSaIUluLo!2BnR=M
zD__WYhFlQJz0lr8!gY*LyIMLsGh)}NBJ{$U_jjO)gapI;NIk`Io;c9n!ae`y|LN?^
z!)ngkKYog|tBK*1C2`1OiG)O=BXKZE9>%0Bos>OEvQ5%r87DP0mPiXTV@YU;77}fY
zNJEPyQYw)a4YK8VeP-smet-O~=l93YbuKgNEZ_6}e!idkelPcZm$nfyQP3)Rr(dS;
z_t>yO3NGTxh~yQ$N{AY^wg7>ZsYAUhoo-GW5S<9J=Q&_^A-C`Zg2buSvA!c9b%g+h
zO2AM4eB7v$cK3}K&mzhw^13hlIVkq%@%}bbEc2Vi>7rkVJ;p7b`s??n$+zjmI$@nW
zG}UF$UW@=_1ojITn$ooumWGelBc&8%)W|XV_oI3mIGp&m4i7G4Vxk#|cUpS7xP~`x
zPH##s8RE{ZEP(mC`ad$g&b~<c?KdN4gp?!HiSG4DtLH@5pL={U*VB=klM$^FP%^XT
zs^BnTsScN>vny9Vf4-A-1(S$g<n;1zX8(iMKD~+0Pn((y@}-oxSghH!X%keDBuuUb
zI&oh**2ZRAQC&z;T@Gy7@nNS`mWX(arQ|`vRWJAD+}ie@`R#sA5a24iuGPCnH;crZ
zIpYKo1|N8@OZo%5cZ<Q7W&_axBPF0|L5I1DQ~Ieg?asZ%hIY{GTuIxgaSnZp&ll0`
zB^U<>U!JVoqcqidfYs>H>%ZN-ijM&m(EAD?!sm5A_%5)pW-ZlY**t32GS^KYb_y5J
zhamTXFk$jU-D{gClrB$2=~Rm^x-uAh?%{97#w~Y(c*@Jma~{~0C2!^0xd}tEV2YS#
zzk_m$TS0S-Rydd`B#-Xv`aqwK+5C10ZfvVpt$g*0p?%qeyIqk-SW@HeexRbqYL1IH
zWa+CcE0nf|Fwp*LSn-6u<DT}o$Av9+Pfivnyic<GmYrEx5UiogP=|3xSHA#ZEMkZT
z@uZJPn8iu?I!sn<v%W#P;QKdokTun@D8#(oC{?EUzwAc*2FZsa%p|!^D2W|HA>{O5
zikCVw$DNf{;WWys-m#s2Tz@6VG?Ha$WU3ABU%Ij}>$B{g@SUOLwP55)IC)YBx#m!5
zdEXs5SE&RRU>u)`Th<n12*~)m$<sXMeg6D;;NZa_01?8Z_xY9!bCdFbD83K`^nx=e
zzqIk3c=J83QP1qSt@yVU+p;f{Q;fr#uw#oHff9jxCu7x@E9@TSmR7fYzHAjE8*OW=
z64iWkPaES`tJk+*KmB<_WAwcWx;l6`|APm(M*y_M&9SfieAC?oEo@_BeEIU_v@P#P
zbn4Vek5>%lziZyVUIHu@za&wx(z(v|hrdSfAY9+Bk<YdvW4J*(FtJ1<(OIi^gyy!1
zK`h38q%vaSFm0UIl$9}tY^x?`LUbP~yK;rX2Sc5(*;%LAy)4|)f)K6+L<AIBeXtX4
z-Uzwb019v<0$@z3*B#Hs;-w?m@*RoI+)XK7w+<TnpHUa1n%LF0@qE;JzX!UDZ5!Te
zOW@cu?%(WUYPzNQs_KRLualHf-Bu&pI}h56cq+qGT3k{R#^xl{p;4p07W1|dzE-bS
zIyrR~$@KfzHJP{3I78qMFP~oJ?Y)E4mUyPa=$dTWZ2f?Ra>mEa#y)d&I;s=uaO^JP
zHRt`mj=7heErHQN0I^~kn=h^}`Zc%qfS{E!{VldQz4zNsJuhzk(*7~dnx;lp85Wji
zjzda$RflYgg;}4ni<pXODLIvpF!7y_XkUS2MO9RHE+xe>U&`*TR25XGkb16vkjiR`
zp)M{386@Ukdw*XR?;Y!SbTQf2kbeC_;C+ps#h%;da>Dc2%=oz02?k;EtL$#`81a>q
zl%zBX_sXxs72SZ<(F-DFh_!V<e%;6PI&-B;qhrUjOnND7bIsjyJhLR&X6)E&#l>Io
zKHKGqX-%yx1>mYZCo5>&<^lWm?IW9sn@DCv`zP+{w^I_GpI1c14(#7wgH-~8&SM;I
z<ECS_y}A?(qKBr%f=fHmMP39Su7+Gdut2CrEAfg<nNoS%^|Uz22>A4a|8(b8!Lb*0
zaq*t(p)VKFL=o>qN2fSjZT5B6;Zu6TIHD#st{|HFyC<=NwDk4EcI?pPmh%4+$m)eR
zy|ux;gmg%VgKV+vNGznd;`c%0lzV}!2!A_(XT%iO`STM?mV0km?J*vblz;umVWrGd
z0h~^`rvBciB8fsGM3SI$=d510wtgj*j%f|HOszAQT*5$<F|pUy!gZ?n1D(Tu4tx09
z5?zwBHOv`bS$<Y+|FDIQSe~3>$EZm}%M4yk#hkdg1enb}yzfbFWUONF+P*{tG37UJ
z_RR4@xo0HOy*}G&>+5&nzagR=Nla9;v9TdHksKZOlh>$xDIX%T70xEV?#l^>J+!jB
z$W}tR6-5_2S*<3bQ;dGr%^OAIC#Y32dwe33VBI75S|O$Os_TzFUv}7v4@fCbjI_)z
zPo95KD%lqwUj(kbFT_HteCY}wA8*^<5$rb1R<2EfU%Fc9Pg&QwpdiUU?DSBedg~X2
zJLd2|<*-!WVKsSKUk^ARTH$6A-B4e@n1$Ma>4R$f8-1$x2!6Vppzs}whW=Kg%QqhL
zsA`SQmnEB~%95Rtv0%(461dprckc?A-s!wx!5+?mBw+nd@7}!06I|slF3ZmDdj`R<
z?D(lu4k*Exb6Qx<CO^-ioi#1!LV<=_9o3;J1Rxv{Qz)6!#V`7Xr@(cnJES1YU*>t9
zk%yIn6>qE3r4~lOUub9$=|Q!VaT&XcW_o;n-px>#veX^Sh*zif#FkGI2`Q0&3y>*b
z=;6Hw5B`AdN}V)57|`1IWVVY-bHRl6S=Ltzq@*IkP+UdiD8QE$A%?EE-HmVejPx~~
zKYza1e92Wgxd?$F6Z>R~cmajlTD41Y!*c|gKk$R`)mj*bJ5~JaS9B1r)+Ew@r+B;Y
zDZMx5E~*QRJYhEhaT1eE<JeMALZ9m7+>V76KlP7}zFE_deDSddLACJy{TQ1uW2liD
z{+3+oEE-Kk+4r>4(vxhaR;+1kd+x3-dXk6fe#aCqdiCt-$&Td-OWHuS?(n7WjFqZz
zmFg_S%s!?^U?)2;Z-|#`a%n=@@Qe3LD^N>g_yPBz*njr!-~Z&z#T8m6;oHCGy$g$r
ze|+^QJsLIJ<j+shF~7H3_30C&me#cRWSuO=#x--V^bw+a3N`wikE*toYOA<8n}xLo
zc!B!XLBg(W)>X$luYK>iC9mf43o?D=QMI7e>r)fAPC-W%UT*sBhS907A2yVPI`hzc
z*{-WB=+5khLJ34i7aC#6ZI{EOWi*6Tu|&juh5M+xg`1$RK79PR%<)vr-(Uj5htXkb
zq^-~!Q)kXB;L_-uM5-*sxI_qw{3DZhJJSnDO`!^QjmkYf;KCr>_1oEOj=D`D<wf$q
z(6Sv}Qvj!?CLjOg=_^($u%Zes9u$Ml6>{au1b(YR$zxV8fh7Scq#(jnwAWFs?Io8i
zR~Yp>RDM#mb7!`QB#^k$Ph;80#OHr_^HNwC|8c8Pmx4WlG1r~0)VlrZasn}MmWzv+
z;>;5kVW$zpKUursMv>@6<#;XNw+xMpf^iw?O!ZiIFN(2Vvu16>gWT8Jy1NLAB25Z;
z@@RZ<Wn~|zCwy4LZEf{%c5q|y0CG!TWmqk~G4uwD2@4bt@&yqs)VE0j0|OlopRj>e
z%h_R24Rt8?KFSVuQbc#uJtA_~K-sPvFkerxMmWHqi1ZModi8n55qQju?rm9Fb|ATW
z^}Cp<dUh^2UKT%Sx(>3~&n_n#>yXKX8?2&e)qq33Gs9d?h~B5+?;dY95S^Aq_eR92
z9&ZkYKH4phI-sG{qq-fT-XK3eznOZA#h8{mr6+!>!>U7R0hDe66rM0Rbr0nGRa{Wk
zE^3TqH0JYHuSztIIv)KWv(`5w@-YL8a&}{~JP=I>@ufgi-xc;S9&yoms?oVWmX2&g
z4{S00(qby`j?iqC%&i%)*`7=Tr`FxDV0og5BtkH$s!|uOF^UgP^`5<5rqqLY1}|dv
z5|1068Mi_-)YVuYGhXK}xfIu0SER%VfDI#?gi$1%*?cKknfWt&&gkUGn>7pq9=4`3
zTMbtDDSh+A^en}SMXJRl`M}4FJ8+F1*LZu}$!%t3jGVSXI#`D4jB?VXlhd-Kog6IT
zV-~{KQ!w}Ixerlknz6_pLF>d+pLg0l6BzQ1YX>s}xtU@JWpz0Prdw4|_+6plv=(gr
z?9a&T2P@rIb;((BDbL?04a!Xd--tV+vh_WG-#r~L!0d)Jgj3*Vu|uAi&EykmIGS`n
zwsiZ=GAHoln|6e`F|?k*7}!Gl+e(_g9_z2UYjR?wteXNlhSk)@AsP1Usba`$HKcyW
zhytsCW$*lFch=WO>6ygi7nf~0PlF1o>*an`%1=)k8X7<{e?yverd&dCa|7`Nd{OGD
zEJ>;XAnuYq3w=J(wmHFhV74>_NYl89OwFr)bRY#J+rE4_^W~ZV=|BR}VMI`XaJK2w
z`#rPk8kKv59&**>xj9TF)x^D2353n%gbjJCfiyV7#G}iExhMX;>D7U2HEZeB7VvGe
zQ@3mT#%?$Naq3?|g4QC}K$I;_j4|54fO6HQ9)@OClg$*Tf(hza!J8SJV`gry`Q^`<
zUqaa~7E#gU_0nQw=&qrY^QBY^;{_HLz`{e;Gt2%sKNr|U$}k4VBf`b`^CRi<+k>@#
z?!}WHG2@<}`Dva8(h~D`Dhba7z98h*_L_z58f1Bb8)<y_!*y3xKq}1mH3o(R><**o
z<Fsz639Zk`uQf@y@|Yx~jUYgYdnH=F*kv?iDJFmJpLWU#vd#{UAHB93CpgVm94Ahc
zU;z*ItGjKV=zJhE*G7@(EM8Vl&IFyq1sBbk#0zL0<hXR{@$~632Om!D@|F#@VkT-X
zfnwI|*&&3nhDYgLNM1M4XQPGUQ^@VIM@w!m2gtNhDc{^y9g$N}(Myb7#!Ub>>f2H^
zS-i#hoj2x&&gdSli25$fayt<Xqi`kVUjv5?D}W1YDOW~3WtQ?J+;{2Iw+!?<lh*1d
zRSJ^x^A=ql9pMnJD6$?fAb)x0PVJ3`I*JiVn9X9xZ|>%OJJuezD_=y+xnKF<yf!(e
zmwRxd{SZr8$?{R8e!gUdd|pCwvcBLK&M)i2-mis+&Ts!z=7dj;vJs?e_hAc&Or4km
zuDf?yn5Zun&m^xMT6Mu_y0!vw0C+17dQ3oLPnPysx)|HOEmsn!tUpxMhR)OBu*{KY
z(R=D$r;xigzkTb-kR^8m%)im4OZG(as$9TY(<Z7n`i>ak(p?4O7};-cp`vS4Xyxs=
zFfb%ET#1HYtXbq1!vP?IL^CxtJsO^AY$Y>Rl8mMeGtA7$fL{(QI~0OR^D2UBLYaB4
z$*igLCVKjGF$%(yuLt7ZpmVOMz+iY=XV4;tA-ufsnj&j8sf%4Ul_Y}A7|yDLXbRBK
z;DBKSI3+|F0-x=0!(}Bs<h@n$D8uo{Mp)B&LakBn(~02ZzxdwWyB*NWA*$V%?$Lan
z`{mv1*Xj`kVC+}l8zj%&P2sUeMTUPys#}360x-iX_=rn`JDRs|MLw1)IlMdWWkp2>
z=q=EZlaOP=&5e#|>L}!Ta7XPccZO@m*uA{4r+RIAh9t{6)I6}Ere;ahtsk{xbO*|`
zEmK-jUCl2TncMZgca1{0)E7%$Xr;{MWE#q^%a%G>n}r&V(B|E=%sh?$`6(|m3yo9|
zH27(BLZpo64zM><Xqko12<CgrwPHGk$^Oq5dZ@uEon>^OR+u1mh|7X)1wGeVgh$$}
z`Y``^7rCC-e*wTTnIq-3BOeUfZD@rdV2!_j9yTaUc^-{xwamIW2Mjjzs(t=k3uJ--
zW1<sw?NJQ}$Z_Tt;<5Fu%GHjw-Drf>ncgAS9{OAf$N1>C-|>3vl#1lgd0Ozh*erw>
zwyr3C3Wc6o?`wMq<?^p%BQhK6rZODI?b3#?$cJhz!Xj;UXHZb(42g|l+A_d6v~bxv
zT`e=O|DJ#gswDkpKWab4Q6aFH8SPs0?D|)@BoQdD!X%7a-;m9*t!jL&6?1p#jK9xn
jxZ?kR%K!JZs`}EwVfj!qd0}Cegg=VOP7bH#i-P|H!ZGV(

literal 0
HcmV?d00001

diff --git a/_images/b6defe5e809f9734a8da258d94dbfa7f901f2c86f9586f7763369d6ee64556df.png b/_images/b6defe5e809f9734a8da258d94dbfa7f901f2c86f9586f7763369d6ee64556df.png
deleted file mode 100644
index fed803e4ff6da0c9c028e059bcf3b7c15c5b0d23..0000000000000000000000000000000000000000
GIT binary patch
literal 0
HcmV?d00001

literal 80049
zcmb?@WmuJK)FuX?BA_B&A_CGSAPpiQEg=npbf<JFDhAz1cXxLw-Q7rcchB0MGxJ^7
z%=gVTGuQk$N8D`pe&6R=&sz7o?|Z%9UQ3Ij-yyhzgoK1H_Ufe^64DJ_B&2J*w@~1f
zPp{Bx;SWw*VP#u+3w>LAZEHOwDQ#OzQwv*Dqj!(&^sH@+EX-LMI2l;z9vRx&TH0_i
zGMfF5H!xUO8!(bd-x!4txo!DM#RdrpQycN$wKV=zBcy9cNMbJq6&#}0C+!`A-<)pm
zY)Lx3;9B|Q-*Y|wbIiS;wt0_k$*reV=6p2k)pP%@rGh;C@tvc}`}f#4g<lHaeEeJB
z7X3ZrwDeCmuZ!JU(ObOG=@9zzX~5|A(NcwVfa78Z=Ta-vf?F5ok*ra%D*cOFWS{QA
z|0Jc&HZlJF`B%31b(Vi#{=|fJyXEg2KHY1OeDVnE-}kcycu4;H?v9uL_ixtUTL^ob
zAea71OpMuH3Gw-b{)i9!MQ_&mlWoF&+SPV*0zX9j_t*R6#`L8+%@_(aZ?gHF57&EX
z$K!=i6=<*%Mg4M$bFR*p_}g?aiJl|X^(9NlrYjI}*}lrnQq254IY}HME^KXGFy%@?
zK`}Bq%4{-}MHy2K-(^$CZjTCII#ID%d*!Cz5&j`MI(qbUyOk>T9w}+J$F&<})(hg*
z3rn4m&G46f-}kEn=^~uY&dwzk)6$BHI5jmjPDk15<qzN`adGir9a&jfr1i1lAKTlO
z3&%Ti&8_Y2jbmd!M@E!CdU}SO9d1p_sHjBjD#N1E`+57{Ci}!hNJ~q*zOez9tiRSc
z{MNm5FjHx?#EkIr^70^*l*{(%(WHIsl+1XEnMp7qi|#G6u_A3)8>i;(SpM#=Xzqw-
zMuAg1mltO`78cz(8kPIL%}q_SD=V#OvWdnMO7GPWyJA@WcgwWdi?hkjHcF@Q;B%#=
zrJr+ivl{h1@g?QYIVvL;_1*3f!o2_B!N=-qUbr=$-4=3mf|&|gEv-k!@8|e1ay2SN
zgoTBp_27CVSoH2>DrWa_U&6=DZf<s!S<UVHj*pG8Xw@OT)6qFVT*ia@_v`)1gp8}Z
zJ3D<yc%7bQTtVE>dEL}S{LzHC+a$3d!~PU>iBP&32!+L8->_Z^3$GxX_4f8Yp`h5=
zZp7T1@gil>X}YVJtJw*^?lmqJ*_dm@<oEvZ1MTqe(3^-;PUVJTq)MTFzQr^jtVk-6
zTCp+q(S!{qJ3BjDo2amGKtMpeeNKLU{!0;&2l)8ul5cNLjulK++GE|n-@EJ~2NAsB
z&-VACUI+?a+gt3M>lG!{`~4leZ3mUq#UGY+H`o0_g7dPp_QGc=)?IUJ#}gG(f3YJ1
zvD@)NUIbO{B_$=2(Oe<lu&DY<%+#c#p4Zo2U08g<Aa2{7tUMTUeN(<sGQNFqurO{>
zyO12F`IwnG;M1p@q4a7Za&mG$yMx04@0WW%WM$C>1_t86PP?8R3TG=8Iv<%+N=LQ8
z=eBfqhOB&lajUnXm4XdI2#1V|>t|IJkA7EF>q2{22q}aT3Od2B!;SHf0t^g{wk?Qw
z^%|FmdQa3FmfL>>6ZaWeSOSYphGA#@ESI9~cm3SYJ$aoE<K)tn^RxuB{qhS6-kt8R
zxImD2Fhq!IY5kG9(bUrNYQVU-fSrz=9fy#R5alkOKqR}_@?d5di&_5aTSQ_=&<nbc
zNEJ9U9TBV^<_hWT3=9lyTb!JnbedJ+5Yjd)eH7K!O1YYBnp74&>GD*Y6>AJb*=nMC
zdK8L^ifnBiKiPg@@*R6LdSMnC57NMCwCaCCX>M-*>GS6mWR01b8F3^6*gN~!>}>iQ
zs2I=sMiIvc`EOcMzUd=!V|gfGGMtj6ZtV0_bZCF2f3(_}V{fTDRVJ3N$fzI1N2C#s
zWQda_1rw8hK>^DhG_-?{O*Eb;=m|Q_zC3#!tWT(@hARz}6%-!Ex}8!xIy$zU=F>pz
zxa|DK4Gs${G#O?%Jy`RquCA`{7K4~sc_lyz>F}}b`pA7G3yZBt^R&DEk&*3iTPjr!
z%xJg_3cgA{c@e5|at|O<;UX4O^bni1mRl=bYCgH#pDGi504Hh(GS2qdR;|r)57}aO
zZ0-auKE9Zh6?5(7DXo~87=+c}>r`0Xe>1Q4{U#qmF9`pu)8Se?PHSBsx=*8{qYjRa
z)cw~jI#P}=&$bAQ-QR2|*&lCfyIr0bP)dfsHb`j{C3RI$K~sv&VAI~JIb&E@Sa2fO
zCFZiN>+beTmIzx7!G_?n7W?O}%F4<Rnb7j;;;6sW;w>UQhK1o885y0QuI1jvXZZvn
zH#a-mkf+_KTwzNMA9nNR%{;w!oWP)<$N_Un$-B(V%pMHOG<0<H2g7eswMO!^?-H`#
z^>E&*#zjR%eN0Zib9jh2@mb3G*F{A|r<~TZxyEnZx$~|!K^T2i=In6e_T9Tr7#Msp
zh`9zvvbZ32N!^aGK{<e=Lf}|}NFqM}=8`Ox!tJA@rR>tFSx87JMMc3L9!QA82bm%(
z7?BWcmbw-a{rFyF4zk#-E4x926VyuxnU0tE{QiNvM(ljD5O&RBAw((I!*qAPHA}rb
z5Xw*3`MFC~RaH1-yWFbXJJDS4jhj@4A7W$wE}eGE<ls`&Yw;&Lhb;B!%NIzxMm=_)
z@4X0*5jR;Ueg;4NEsX=>hh+azFR6dPtE$m$ZQ=!mg==*EDN>PKtmJoKcT*l+i@5jV
zt0EOIZ}gu(f4JJKcH3ytrHkNKFYtc+y-!u*w{PDjBqpxWVLf>8E@2As`5aVYy#G;|
z)4l%v*6?qC{{`YV+LR9vrRMK1BL2qg-wV@!jQGC4m-v72X5{gF9aNf-@5J18%C^y=
zuaf2R4SOHk*b9B-`Wra#bx)>UkBH$dr0(bWO|I3>M<Vbh$Yumb#TL^skWJ)m^EE~N
zNETw8H_4tpy#>|t`t|F0tonChd*jP1^#g{oR2p56CPkOJqM<N)<1r@;StBDOBNoJ)
zl%E6>6B8=`TelOv#Id&a_PL#A(&qMdG%6}85nrNK$aazL4;qsGMJY^yX=zW9>^8=d
z?Roh5W8ti8o0&<Onr2P8uB@yirKZyQ5wn}({r>$MqO;>!bdLVf=H&j?bSz||y%8P1
ze3uhz64!m%0b{oIP<mEJch!$Fd?%kEMSQEP6PTEsv{2pLU1+a5UCn$#N!eFvza>(d
z*lQU6%;*6W$l3JNn0G6E$?6rh-|mx(SVGBIjQYsLY+_?CfLQv3;@zVos^`zkL<Def
zalI5X^~Q>f*fujOG_d{C2aTc9O7+hWR_!zqmQ_>~xL>(VOib)=R@$xvs+{Vs)LfpL
zz|y_W9Nb^-ol99bKR<8j==e1}90nPZNvqC7q`1&-L)C6;s`F^ty_@%F;zk{0Mz|g{
zL^#9s84o$$>JRvvyI<TQ|Ni~^Y)`z<LtI?iW+>vf(a>}nKHXj)EkyMZNwkj@PksmC
zF0ipyE#i$Q=tsi)+-mkF;D%qly#a9CLK!qv6E7g;vO4bSMny$!!|@(9h)pgkDiU<%
zx8Eev*4AeG$PB5{qIw+SBQ?h9dkC#kU$Kc2+~>-0E-7RTHj>DIfO>L2o{xThn09t{
zkp3b4z8!d~q^jCRn_KlFRXRGau#g;*IIgBcyvUV=goNYasKL(eZo}wk1ou`|5L^Mr
zG7&mG6Vtuoip$&)_>|+*Q}*&`sC=_?bB)2&^1(WqnwpZae9^Ft>Gj?DO#Jx&oKdC(
zh!(`M9&S!%W>J0j@u7gU12LPUS>2Ye(~PKk)^80BpT@+*ydR2$Y!5{R0fr!#8*Gdf
zR~^s(*k2zFx{XDN^jclL15ns22??F4D#zoqvpvXzg=XU=C<nYxpMEVXd+tljt+-?;
z6T*La?8#;_#AGqWv%bE5d_3oe&+o<q2~eKIeP>n}1(PJ}rX^hQ`Qf+)6j(3FN->U$
z_yQahTV32+y2CjdJeS9FwrfK^0Ec&{oVTn__l<^f-{uybEhqZzc5+NJnGDfE#zi2@
zAWA9Y9?p;Er&>Y)0CfxuhW|MEtiZPKZ;Y3UY;#!t5m3xhu3za-T^TJ*jc}qO5T^Z`
zJiHg-UR4Fo#!PadWymh6s#0H@pHI42&CD%Q%~o8Sn@hZauS5JC85^5hTu{)*cQ~Tc
zHdksfor7F7UTUG_i%!a?j%IjuRC`6;EG{8Y3^;QvT|SkjdCL9Dl|JrbvvMm~=kw>!
zW71Ic(hAwtN=$oIRaA_!v$Bfr-@iWwdoEb%xTkNXqN3tc;DOUa^4wB@GxX=rjN;PL
z;VDQOZTXxwi-s5H=S5+RZ-<=Ez42L#a&mIU5)vL~D`pP5T^tOn!qrcf+oWoi%kW<)
zpc(4u=)fzAk^cU1$VKjF<J0?X0I?;|4Bt8~gm87|J58^hoou;Zsaa?Y!nGNBVUlWE
zlwX`3aa6cL(%FD$m76=xt-Z`ZE&^m^{8HvKXX~whlI#8VYeVQVGBSE*BQuR&)O2(T
z1y4l)h7uCCPhTE#%+AiHWo0Q0`3)vZMY1D0o;EWzH8m6rqE~Wqf!3yTO+LpbC)6h1
zNJPZMj^{hgjx(QeSIu-f!kK^l{=KspX;A>H0iS}X!4M%Xa1<sSm!h2($R9sm9?p%m
zu7u1x@qSq2e7BuZK~XV5G4livbvU0Z7u>RiuJJ^fRhDM;Pr$P*x-Iu=t}dM`-mi%m
z8m4KMkDFJbdq7ZN;p4Xg<hT~jVG*PG79uYKB{%WAudn&*^1Qq}ln~a>Z~>~KYZ*g?
zim{Jr=_3CvJt9eR>0iCQAuR&>5;8TVo0^)kT^+dHgRI*g#)$fwg@OIaBa`7AC>G*d
z;gyx#qP|43=BX(ueGn1^3l)&G|6F3?F?qlm$|@>0!2+H@u6Nw3J}O&^aenpcRh;wD
zruZm;{$U4~Fb0jMG&GO7xe1F^r8G53Xce=x0KylSD233?!>NJGm|a+SV^BUYpa97n
z3Yh6Gr!NU_MZF&VXHQR|?6qHrChknQ{cj<L>>Pl=X6=l%mix=HdKbzekOlyr$%u%c
zRN8GcOi#!9`};es6%`a@9F!?$vMJYQ78V!l)p=aI3)jq`QL&9^UoMWO_aJdSEA!2m
zr+{XT6i}{KwqC|ipV2b{r^EHu%B>nTlk&Q{I+2+APCY$6wzR0s%*@|6x!$M{SSY;j
zn4X><(0CyA<lkx?@MhW%khr3l`n8_ixBQSVMxY|YI_S;*`i5e{0htAAT>PN%fk-Rj
z5M?=?9c^L0CV!M>c9jWPYHoQs&D)lfn_C`^&{mp4voA5H%P~`;h))J{gObMU*Y^l~
zz5rNS@%hfSNCfAIKmpq03r0-d{nwsrY$<%Mr+GF@($5HdG~f9_ai3jYeg#Y4F~Z%8
z7kH?NC~6HYr$<|U&_&WJ<vbxL7qa-&(beT!<9fCWZI!ID@<`mucXT$Z*_RCJWp!i4
zCLubo&>YbW4v7$K!(6k9#pY{GMjx!KtcZ9VUYAG5#B{+y{RQ_4{YgVx+jj_$T>y5L
zaO(sI`UVEHwE*&?y}j>V?!{g~sZdv!)Yc~R2$bFR#N_Lt-2*@j6+y7{OBNYFoG25^
z=r6$$5v{F3RMd=&O1_ge-Ms2m4gnBm)XfZUYdR3clGuJin|bt+@P+QDzZ6G9OGe7s
z#zZ+5H#c|nFWk7ul4HodNa$+(L$CdK5Ah(Pmp-79JmTXc;pgW^ln^+vg!{+kHcN5}
z3cn`pr=_55!2YgJRYyXyhlGnt;&!ZEz02#guLY;j$!O~u4x?sPu;W^G=}3($H?$_R
z`OPGWu($K`^N0q{?drnb+S(ea?CSFD1XAVk+S{u(X!r1;T?`2ciQ;h#1Yqym8OhOK
z>+TMXTqDH&36zs^rvpSMV>($8QfSc4e!QjI!lnz=wr$D;I){fiIJ*GqZ!npTFnvKM
zObOPgap8piN4?DQng_rv;Zc6G&53eAAlLJ>>aW+FuF?X?hmvt44y^@>QwQut2Q;XL
z<0bR}`k3KToZKyXuZMHACL$2#uWar5kI1S5g!uR>b2YHaM%S_n3kypU5?*Z8L?%~b
zqM>EVcEeVsq2IaF$BoG5)q7ps#lF72V<l$e#!#e<HUKCS1Rq`k?(XM<{&lRU=d~Fm
z+al<@5yip?uwrJl!%l*xion@?kc@Hd$s(Z{yjTq7e{6euTXnn)etQTl%>W7tim{og
zX%V9M$R>&yDP<|gE9GQmNmlB%J}^^O4j=03l3v@~%-MhhYPU1{dn{8amuBJnj~~Ur
z4fH!XIT=SsMHSgkSb4GY@>bUyZK1D(C~1}(jhz#oJ$U%gw!fgYwN<<vxP!bVW~e%y
zt*yOX5v-zXD=X>mZEXiIpbAz3n461DVtN{)Xp$5X`xl7MhQ`aKJM6Yng?I<N`1&Q_
zFDLQ8h43mkf7^_gg<`7L$$pB6{O2Sc^$(PUUc)lWnd@C$U1<t5Huj>o$jtFovqK^K
z&TMV@snQSQX9jgsLPzb_<iai{p#KP$LH!XEQ_sXC^dxGEPEK5aZdmO(=)SwKLo?yX
zHeV=qo#lp=ogIp;yDctmm<TTbf+%{m5+-P`OifL_dwC1}_l!AJ=Quw^DM|E2*|c?c
zQ!z2Ub|l3aW?L$}J%6Pt(MQlN(Urbn=(999VPo835Oh-)MUD*{N?WqnwTQ$-a-b2i
z7x|f69E+c1??ef7Wl}Kz;%p7B`uTHj^yaR6HiePT62;Phby3qE%K#_hqA17F{(tp4
z(8~Rvc2TlY(C|V)paO3P3yi>C_E$ofyr0CA`_2H&RcS^<MG@(D$M`_s4y*<O#eMvE
zy_y9|p7wH2{K)t?79L&;ke4R=3qS=>J$v>L`XWSqfXa*RRs-?TA@P@CP59Z+@WSb6
zvlH5R+kTe0W<M%cR{4_?z=j8#vAoXg&3>d*zzm@ivfsnPYMk@q&zXpgjqQf?dHc?t
z$9#M-aE2m<f8gZ5`+X<51K6nuP8&*_#f}+BNs=)<5s(&b)<>8dV~gPM7Um;J(z3yY
z#YO9x2IRuSc-ZBlqGv!F`uh0zsGPlfWvwZ-G&}o3ODj%xwZs;SQc??=hWDZQg@uj7
z!=*!K53sOCi;S?K45hkXT_U+0&v;2jJr8idI-3SiTnHR%TU#68X2!hYVhTDsZ(zj$
z$Z1em0{Fv++cUU4KS8QG95Z<-Dq0BL7~jRd{Ee7=rr`B;Q>e1Kp(Sc_XVFnXGmx@o
zHa5(5?Sv<x`D+*`@D)51D+?9g9hG-ES#YPOW#q8WMN;02E_c=<verD{4pwPhv<Y!)
zZkoP&Qp$fW=~JLndDb)9JZkAvD!^^GUN=5YXm4+CUb(@p>3;E^hnM%-*B?I`J3FOr
zHzA4mk@%=)>u*g}PXO$MkY$GSX=-K`!U82mr!|mbesK|)QE7E`BIvxLG%MldOy<u8
z6@7hj0DVKoPfkueHYKziv8D_%Ncw}DRc~hFyqR@UC{G{8G@@CFdXKZw^^#^#5ygZC
zxIzmh_a7pO%*xSHy#&)+^HFz2v*lRLPM<j)E*teYnK)}0X^h9CN8X_c5gca;S**EY
zTeO0{Ut3&HIPcv}!?s>!?msTs;i;$TNaLp@)Sr5vk7krvN=YnX9t=M>n=Xs_5xv#N
zZC6|twIB6(>gQN{utw2S#Ok*NQ{O~Iwb`8Dygcc4XVGrB31}~`px`krZDtd;p^1qJ
z4-ZdETif+Vw6s6|{L!jr;p5|LbKTtB)Ya3YZq5ix&q!pqs5znhfy<a<<pNFgb1p9S
z6_;y3WJI1T+pI<%uuifL%NY-fY)NQ~3Phq~qZo_Ir`M<Ec^IIy4b${qPs&bR7k_3<
z+o<91L8z&uN^ci}95qq-P2NrZ?wD^n+rdR{T3TAY-a@p{E%}O{7(cDWw=R6ij;=^|
zc6N~VZ(~x4%?an)ncE()U9@<LB$5He0?qrt>QG^kLRY3XWhIeLo&=4};sjb<TL>*R
zHFf>;?@&)hzg}AIgP=(T!=g^}LW)RcoiDr2-7&l?gPFJhA9Vpbc@wa;dGmTAqv0(3
zWGpN#Ar3JdG=MHfwywa5LCCTKb%w*CCs}>PuS~2ev5<!=iy56u#Ietbjg5UDsHA+I
z2&B6tJmKb(6>ODLO?`&Xbai#_-MiPbeDt|$*4i$%@`cLhFM{<X$K_*$>0v(oQ8p}J
zvd$kIQZBqROMYCCh`Q<PQyXsFWy9rq`V44pB-@o)Q3$)Pt}iEDvg2zR)<>wH%-ut}
zv|W4dy0typ2$!>&rp?fQ`s@=R_3*yfe*Mc*X6f5api-QioxR<2CzL-v{2fqaV{!Us
zJ%xsm(Ewr>&TRf~*OiPPQA#(=oNr*bw;SZTqtrp$BMuC1wtVgYP0!TWjxstK8Cj9p
zcqjl37UO}ZF0QU7S>zdMX^*I=L{;n;*VfvBa64#In9RxT=p4%VU~U!}9j)Or2W)-k
zX>H#`bEJ9$%}4>#<Cq5H`RiH6&|QDE=`$|wh~`!jE9%Qu<AA_10^+Q2)$Dsp4dc1P
zG7s7iF@=jI;pMdJh2fUbX?I*?{;#9$y>j7mvjst41C6<ZR^ITbS}PN?PDg2=dS1SK
zX$jn@bSz&dmJCn*>R_fUzNL8l)SB_}-fP*fgG0i~oMnPnUg$%<)NBXU3Cw=XR|_a)
z<`j<UaV6SkAA;KAA)>#G>_2cqDf>x*hjl&VPSLPuZboKFF|sa=f+5A@ew)j4#~k(Y
zkFl|&NYJ{@FDy{wY9Ilg`6802-4iD$9uXdnSIve3Qituv7&hdY<PM;Y55}OgqI~?g
zVI*~+Ao}>Wo700+zFRtPIaW_YuxS;yfkU{_lOjb3Z#4+j%A#(gc}91>g4dnH*^v};
zndSVrFX1Dz#9-HCz}Dr1`hl8jRe6WEV143?5(+L+Rgr*t9m>)8k(o)0gy88&UA8}1
z5ms;L;T_|SY|{~)OqH1xYyC|ej_H5Ke3RxMA_3W^U45E&q02t!JaL{;dJhP_HFW1U
z$hyVInl#u&hn87!aUPJiA3S(~^h#Qql8o#Fl!!Zb?u7HZ^MP7NMnUm8TdmZ3Si`;-
zxPPc<sLLW^O@5@^I)1!O&=`F6@mWAHWli4rP!et+*b2y`5v&FnP|OUV8K+Y#k+i6o
z>6hW}1R&@D+QoCn-6ubA=x6Ib+~7G-XpcPAVKH#?Dz<rKdS~J?M%FVQL4g6GvTz83
zjWqPLy<@CJVZ)?z<E}<keC4QDF+*smYK=Km#+~bCSq?VhjG>Ynt(d5+4ptihI5zPa
z@~P4;2ZKs&8_@l10can0K+jNMx};xbMRPkxiwdrOXhIG>SxRu^olQXytFHao+UkxO
zaQWU&OYsOxKZ*Z^BAaXS(0vwcL)8{szZ5RZKS&^BeDd<Tu{~kaeV>G+tKl;mbTqRq
z0py6D-FBt#GjJD(uFh_ABAw%n<w9Es5X*>D1QO6I1%==#5*^?&Oh*eo&(G_E7}31f
z&EE~5a&SoV!`oYTFyjr7=^v-6oe{JjfDjoV=_HSu4aEw48-AX}^&6I*$unu8{3g^W
zxBl$BS?&cwhyX4RbWf9p8~9_Zu0~m${#~`3o2{;%o_D$QHWaP5JPxZ|Wf+I3)c>sU
zrXTRvy+E)DRoe|{9_CyJAZmD5YIv%m+q)o5ntN@Le)K+eBDKy$K-X|NO_~Kw-j=Q|
z6k8J+cGB*IA2NhoPQ~6v3<=nB>4ZFbve|OIV>V6*g10MkGLpk0rxXLoUBztGHwF=!
z)lT`)hjO(`MzZ_Bc^@2)LBhyILFEWPq)^7UH|qjqBW;|qiRPfI`$Qs)fz8<Yi|xD%
z37R`!SC-&L#8AtDOhQWK=}pV0^nSzaQI9&NL)-*67dPcR5q#?UWMvqFcLSN`Z=VjL
z3_-3Stx5PUKHV1T?dcZ+{By;F*AYBUN^qEnbaIe2>+|Q~zdB6z(RP`1Qh(9QBqyA{
z{B?T0Ae4nobmCo?nWt~*2Olfen<>f3`R0>c0;R2+K<K2F#zs-J)6>m;v%u)<9F9=h
zTsGg_EF!py8u6Lhm^dD9b129S8M;D3(=s#bgj5vrM39ifd>&|55%U2>j*qV9kyhhI
z9}tj6L3}s<dD!0PVbm0E+hqYK>HC5O{;J{fI)P5FLWQ-z<>=KXV^w%`v}E|X08Hu!
zNd~W4N+@l>(9uciy09L$iwjT&S$dt}@gu64Cx&)!Y1o*K#yu4je%jk?f7u0j@?<Gi
z$vjuRyzkh@t_t0{i&`c1voE4dh-(rc8RV*WXDkx;#C+_#Gv*9h0uY>Hyb6YDuBw>5
zvr*$YXB-Y?vXLOtiYp5DP#73dhhDh-)G#PGvDANieS)ZCGFq{@`FG4hVZ&%_VEcHa
zOhhF&I=juHq#pVV$Fz&iIsQH3FROeufhB~c(KsRicqJ)h?Aew_PSyyKxg3`JbS2<R
zGw+M>dZ=QcX={p&*O%fJ?XVcL0x5?OlaLV76rhmA5`(8|Sd6>%C51fvCA6~9<3B68
zvxolNleuK(3%<e)`eh-?+Bq4Ga{JaTt@)M!q$pnJP@u~2O9fFmZY{fCJpPV^SaDlx
z`TDUB<YFqre&r4~?mfL0!9*4E^Ghz75cFDly~gj~ZgTlPbCRES+4I>w10ZOye|UFB
z&h2)$yL))=WR>GP2T>dQ)In!kLnbWe)7^$Ka@~3CNVsdci!1Act2vQ=t0zx3kfhp2
zYC9kP-Q(T9x@=xCu~wv!u`xNrg^!t@=s6foowq1oMw=_+DIO6N48`in7BS)a3C&O>
z=8|S+WzB=Aj9k~$lp?HK3tDZ*Tj!f<v}_jB{lJCwjT1(SC(m|LR~zbBbWYcDd#4~*
zX-h}2AUiv2utWhBv23Pn@sNx>{s|@vmiM?c8bTOK2@Lx_l+D}PTH!$ll#+MVgNU4`
z9l5ebTPAPSC_jxxjiU@5-g`ch)(IpG;t(M*0igp3*=H<<%%zaShhN&Da6U$}jJw!d
z(m(qH+yrFY$g(6_m-~^Xo0|jegM%T!)?;}9iid*kGp<#6skKHoij#@(l*qSACI6a=
zgic4G6jeo4I^d>m!#P3ZfY2<nwpd_^P|v-@)XH4G5R=38Q4zEDdx4C&ySZ<%B6!ny
z$t#^;c}t_nqQ`c({W0h!UB36@=0cnuu&fjb(-PhyxwB-42hoKvtVjxGey)1P5b_qY
z2EdP4J9XfJPQ&$QEa_e^bsOY@!vt2%VTEaFXlA`g-H_^j|NaasJ(;$_rX-yF#bEf!
zpSgF<S5m9`o0}5_nna}H&X}Sx8bJaopY;rc2sq56SXL|DE}U{SSgr5jvpncKdI7Z7
zxDgp*pC5j=iC-sJ8P4gRwjdq&fads{<pm|IFr25rJ|Sh_qUUK(dtJ*}6A%o{$wwz>
zA|S3ujpq2LtbECr_8g9;_@0lc4qqW@KRjetta7&?mDbbH86E0h+?0++luzJzkpS$R
z0|C@zmN#b>N9{GBJXg~H0wDrY&!-?+QdUZG&aZCxiO^DSeMUB%Z|b4f@~J3$^TZ65
z%3}LAt1;^!M@RAg`uAp*-4m@f{1~FqZ#5f}aBkEz{g9MmNCqQh?4ro|*qSFM)8!AY
z#zm%|j1`iXp@^TJ@gwv=>hp5c(U~Hi1^?{IbwNtHm*fR>8E<IBR>|m^%griQzSGR<
zVOF`Eu+&~062^@e8Xa5Cne$B&>4j{ck0sjf*=SFtbuDiC9`|FBbM<le_$<|MOKKZ^
zF0Zta2T;{E<y3oh$sG|PG9e+A+*fT!k&mji=s`zG`GtG4?1sC$J7AZ!;oMrI(b~&{
zT<FXZIz#mw7!x{TcnNWFaY0WD2bh73e7Yy=N5t6xJ#c<$Dex5jpokBpUHz}UxYhR;
z%kwE8qtTkXqLnb-a5-uxE6yzGPkdf}F_3$Bzd-c{<Hd;7tv%|NFIkBqGWJ(M{mIJ4
zpFQ9ORI_lP{jEedO{|-Kw%XZQM@O&xqH0iCE#1+=iIib6Y`eb1W^uDiDqVp_FIY0M
zH_z$7c#a*9<pD$N$4vYtvs7fJwantYJbx(hdqAcRs%$osy6Zwu0<dYg%mPjW5x-m1
z^0Fbj>4*SO5`O%bW!CO)ZhXKAQ@}YsK6aRLJ2S(fSN-)Jn>LsQ<Vu8%1wls$d0{Yv
za7QT<(*Z))UHgLBq0q29=7LYCQjsbi7An!0Zrc}zVM=McafmtR4jP->)H4nd4|KZK
z?q4KyWYKafk-cAz-ILEI-y<7Wfrpvrlk^l~>&gVZN~C#sGtk~PC0p0@OjMVbuj0S-
zi7{i=y&2ah#ar_`;vn+Rr`uQ#AkCDYZB|;SQj(K<0&iLX)PSk!K1Vl@E4l#q5#q*O
zf@fbrqT@T?76M05_BuA=P5<%-w?MB11lbYE;RkhBDcxYSKo9idn3KJwerOvsoj2G{
z4>#IDt@W{)ogE5_{N6<GKcFx<@Y~=2Ue}WN3ruY?^H;0!8SEFC`T~^Xx(zSjAZ#&N
z9<r%o0hI`B6oy9(uXA6f5@TZVAQ6F2XqY>npc=P>i(y`QCAs-*Z+yM&u5sh4jiQ3;
z^1BHz4k7$dNEjqM2m_DzaCjo>@ln8gUFBl}7BHlMHqd>3vUeLTvs{Y<KAeMt1DNw%
zB0}&=85jQqcAZ8K2-z>$8wcq3n|%nIf%pa&(3>`I5?<BZO{=*kYKw*!&(t(&hO>Cm
zv$AgLVzOv!XI#(YC(mA$FECdZr8L_5EZk$9n@h@?uqt0d=eU)>g^`368``{o58ZAE
z=VEX(R9`1~@u0FINHgu-V2!Pf{ZdNC)mx6%qTfjyuiJkvsC^S&dZAIEdwXbT2$nW?
z=&Z1yVEb@rdc9|Ci~!(TK|w(<%Nw+Zna9V+PmjtgD}zEpl8G`kQ!;$Vf<r^)R8=!3
zy1Khj<A6EZ-Q7irA#2mgxEfb&al8=Atmk6%LF;M^77`Q`G%c6=b-c-kvvU-%l%dDG
z@0k8fHS5FfF3aom1CbWsOb$d_i&USfX4hY(baJK+9iD$jY2ia2X7P#Hbb}_LZ3}vB
zCSx_J5ZCNrcQZ*{@iPACjsA{FVp+fKL-UuXh7L<dtdi^49=Vwd+2pa1AG`U^=zs==
zBADl}^RBuZ*>lx_aNP-)fdsjBs>vu3Id8;+4k$Cd_E0Mz;O8!=48H(Q34#`O_<0Su
zU5JPy*;nrq6HiW<t0bviRIRsL<0+{$9X5)!<xiLhs~4vKv0fEpH<x^-h)cMk=$@lW
zAQY|iCnRwn*=_uoRy8Dq#TiKp+G{7)yDSW8<#Guus<VkHQS!2~0r#CA)2a5^<rRF6
zdzHu*5FXyrn<#n>@0sB}SS%5fOwOs}gPV%R*o?kw4Ke&6rQO~%%$>1~$Idl>-ql=q
z1~rcj)I$U>1@bT^qT3B17hRqle^oE{M<CB?KuRsxqhoh{qC5!jb8n5S^MW$?vAX%M
zc(!V<_<#lh-P{`C+-iQKpx_@A<e8gmE?u6R%ZSUUIY2A_zOshp&C#$vko!E~w`<z~
zUHbZs8~EIIbimvCa1HP7T0?2aXVsVVd2dZ05f$c3LyzGr6tHp7J5eKBn!j;Vl7#IO
z(^b=jJ2Q%7jw+5&Y}jfG+bhr8bIqP1=s*?8ZvqsKnxZUo&*J{FD1IM{3d7W{a*%B)
z3h0ZkYAxkvJ#I`R1QugQ2&8@P2GSrwcJ$)N`$d*DEQakv-s)}3g6ykn4UeCzHeN|B
zw-rv4>W#Pln7~<;zw(q^2d#VoawL*1`EL=lmaL6OhF>??h!4E2#tg5~u|KK=p~XaF
z_&u1Q_CU<LQE~AABKWJHU+P=_N$fA6<;V9L!iM<EEnZ!2T|EUgiElnJF>z(Am=*{y
z@d)U8cRN_SpPC7aih|qFs{a!77HtCqrMWU6AE}_)M{G;^q3faixh561IbQO)eq74s
zr`JzzI#((WOfQB)xZrt4hZS!o)-{dY$uip?@(0y!r5H+1;zgmEj$s>Tanq9GKzsp_
z+&k@&JrT1MCjoY|v1f@TgAXYdLaK@`pL%}eElYjNO~F=ch);R2ucz^Xk};RR>(3I8
zRZ($P?mYClh~E1JR2%(Hf+>eNbaH7mqT98MUv?kl<yTQhrDzR>#De|i$&)7_cp?c{
zTeIB0eLE>Rd1hrr3>wURH=z5$*_aGs0usW60M6IH&KdAyf{Vm)H9a*PsI$Pw?%?YI
zOv_@>MFjM5*H1PR<r33~spX;ns;wW8r@V^%s`!)<JF1G)Q94XpHd#*Ac<V!CA|T>j
zVL4@_!B|pc_mrAk+H^05jp|k>%9m33JFhiw)suS<{em(UylxGq+#-|VE<-c6!RGPq
zzyPHVLi?klmSo}tb1<O{Qyu-W7Nl-3iD9<4HwMd!{`{*+g3hF*Cy=xatC~J~3F=WN
zZLw(*;&f$Q8~tzt^%f>36%P-Q2Pn|KVD!adP#^ijrI@2G2J#-LsP90AMR-^@m={-9
z+rZulgh<NUS~s4n^F2ECvey>51)w8CiwoK`?eb(L2dtXj#pwY!cp5FKXw5as)BljX
zlnXRRR{`TK{t5O?u`j~f)WIHEmvldj-yhsOc@ZvXeRrgs;C;2&fi4M1x*V$9Qt$an
zzsl$YI=Cp`imn<DujEen_K_#r!CIH9W+X(iO|N}CD(h5Xay9q1=N`rlQJG1TGaS94
zon9~{4UEjCFu-AF^L2D^$TJ?y;36G{3I`m7ia`W4-YWCKH+%2QC(A9)%Sd-A3WV+Q
zv88@JjFHyg48O-=Sa%CQjo_e${!=|gvw#<wmR?jY6Icr(a?<3|5i-4ZpR^6#sO=pk
zRKiR4grM@u$3Itgw8^rj!kQv$DR!?mx87dekTe9EnP=x07FZN^0Wjr*5;y1Flrh+&
zy-ZK+->Q%O0#D8S4yUTYg8r*lw~Um&gDk7;n{l7T*w??csiz?!7<(m!4H+}D))b4F
z&m|m|<pz_>u_aidyoVI!f2A(&w$Gq-kd9+haks15KOyLzYWj{#^{L?GSa`Ne12%u(
z!O4l{gh)<aK7`lJ=dnY$IhS>7c0>}$Tx8zq2@iJ}{bg-kvz5={FmxBfT2gu%te+AJ
znOs&mUfePC@ri#^z+A+XxL^HR1*N{xXXq1!jM9K%QB}#z&B+V(@UiaQq2g~T<%OmE
zuGc3WE{3rbR7W09uJ+?(QdKaQ`QMMr{#5jQu2{Ps(Hn&4#Gn>MRlB&(sp4)SA&ohU
z3jlW38S+n8Kr{(doG4LMb(N8_8M%BKve}BP?^hKPi~1F6iOL0DIFT?;PZ84=KiM^;
z2lNYniJrsVJ(>CA2(n-Id}~mMWC<{T8ua}m=)cHss$VxBHTr=d{3Oe%k%+k6r8srx
zQX(%OfZ-qy@048kJrJ6(*x|Cfq!sB>B5gEyq@=k|v?>sG=EK9BrTZ!J>WZy_)6y&@
zm6-R5c{?YGwY4rjPLwB>@>^K&32Ub>m}>t4i#YJ&*IHUyw7_52Wb`Vz&&P%8LObe|
zJ_^_cJb6u;w5+fE&aQJi;#7>L*@MT=r++$|-9j7qdY>f(yz(~G<#%u~@ZVpA!@{1M
z8ax<9PCmCuuo6N2d{X_qhW6z5g3D<$r;WX^Uuz0I3Z~}|(fFQ%p}vTZe?Q)wrVPcB
zof_W*vZH@uermNBxp9Q~V>;o)K&P}G@mXhW4C?#}S#@$`-N95^RW&tMy|#z2rVnxV
zB#!6(Y<Tc`KVX<q2w9jQs8vxfl)}f9-@L2d!J1kD8~M(}1g#Ei12TGg$yNjzPG+eS
zPW?E*12%+P%lA|uQ>(Fqh!PY^j*kNdB3n7kpaaRTYk@j-#k^&xgvqA>^#VgfQR<d^
z6L<EDqKrOVO}X6RHes_7ea{Y)5dpl+30Mpm>~xd1eG?k8pu{6|7$iVmtCQjxE9l4`
z2B~V+#1a3l<Y#s>YQ|xTgIl+6lhLPs6#$bog^_}s-_Jz-7vV3hy=8~}-o)l8yM7NX
zr_f(4JpAJrL)?$7gc^BD`bf2i-EQdI)fCrFysR!@&k+!OgKp$YRLme~%eA%2({;oC
zZI-*~LqCx;G(3Bp?v+J`wfNc}J<M0=t5x5mNwKQi@eC>wl!dajoJvRl@>PWk&o+38
zA~^G^ApuCv$GCm4-8FBlEscWPdkBIg_u*kh@z&Z<HtTHB?-|PlI`vK_=?fgh1d4a^
zKEcB!f2WPp!HE*L55aE?;fRDL`?Bd4OQ{4qNQSEq{tUzr@{zlM?EFeb2GzD7dvbEp
zr%zgkSiF7V=+_S()(Td3#odq%MJSv*6X6WMqPq0oTKkq)-tZ_aWCfKA^$$p|P3<Mh
z2L!dhMOx<v=|APqr(CyOefQ0}WvZXl<B+7_shYBXh6zfsxBujGUfIv$eN$-t5~nxD
z?5^SRCo0qe<F{ZhA-=fN720omXx<oIeWPO%Tl?Kyqs#3*`<dxT8I_J_JFB@qtGW1|
z*1I=jV=Cww%*hZZkIoTT7BV&^&Lq1X!Q_v2n;46$A@|s*O<GoER^t_0`E(oZ2I|<#
zM|j7b+6ot|nlbld&vj{N50AD3x%I>Jx+|Jo<{Q{FrNiX;dp3&&aAS2~VEIs7%mx+>
zZ=9!J?haQkTEuq~KqxSUPAKHrJ(^iZUU;2fjatKSI5Msrk+1V&A`Zw0UGxa1{HkXy
zQtYY~XINCyU|GdSLNp;^VPUdkMt8Fn+qu=Gds*v3th8$&IGBR&Yg8}e&UbOE(dh(t
zz@!IQDz5p5hBko_*QfvWHd9NtN7R$K0gJy3rn0p>g57f86vVlAukN!+NKx3`9}Tn5
zDASwi-}lNXf1Jk?KqgM`maC?aR+_NlioB6tj=0CEuf=7>X$lpx1>{S)h@@>}kIK|r
z^!xCBT*1dA;->WJ>j=IfAIj7WQ62Q|9&6NF6!Bhp&wa#K;|sph7SG}Y65VjCuIp`l
zI;eCd#|gb|Vo@*Nn?#)(TxG0PKTbr~J~;~8?mx+pSDW(T6HZ1pz3vE#1vTz%Zyf*8
zN&$gdHJW_H@Cu%UIgQdA^R`alW8`ul-k+zw&HL%IEc=%neE&hoRWd>$G^{@3+%10n
zn_%Au*o4Fcrb<A@h>$ep3jLk$?Q+RilIiVx8|jiShc=ZFXB&#s0WLcWDJf|}f^Fg;
zl}yYNX6D}K=*XC!!O@nD!u3Ocj{<_OQecr-4;H%oAgE5y5Jvr@VRs_$OV(x*2~APp
zv1WMN0;?rG)<;pi<WunC$ev6-NTF3UE~>(E{TUxU&hqqE|HR~doCKLT!o<px?WwI)
z>fC4U9`6E;evmcBFMl_`s#o(s+@sKp-c!cMoLi?&-?}s_ihi@`$tuS*Ws||6hc*i}
z_j?nuF-&&xgTY!!gzHkoD3RHXFRFf20vQp8kcE}QmzwPm*{67CsdEy$diZ<q^#Z#a
z^=%k(cKE4oXbA13Y1^Rf3=8*8h|rLEg`^6UHo7i!qph{B0%aS5#Csw^1!(7u^*KKE
znOz+n3hbpDy@{wA6}HR{gg&zAy}L6dh2EQsQd<HXg@?k*G3IUzlIt_g&D>pb+KaLU
zadD48AwjK!Foa!Tb|Gg!?8&KxTl=ctB6aN%-^zFEw1!qRTxXLBBD2l`YBKYLUNK(D
zLFT=$-@eWGa&Oj6Pm{v10epys>LJYk&;ne96#sV1!3%@<b-IERzeV*ysAdE>pqXr!
zUxSAk<`s0oT+Ox$ZNt`WboAd-Q!&676j;rP2t~bXj~jepoYh-Ed%52))3z1Lq+zwU
zLl;<p<_IVav0`bpKI^ZXq?v1pn6Fe>f+W?}?<G59mLU%XAVQmYKE<P&R<t|mnwEuy
zOw5qj1E5}#jMsyI4-p4o<KTex+=B0PIgzXV0ti2ZY1`fXN_EQ}G^|!wJ-0<LNKJ(O
zzZgNH(vmB!aqcj@@QN2nuW^bq+w_pk9Ng_aEWEoiFXrHEk68X3CU+%sw1dUDjisJ&
z$IY_V>jkswWws5^57h1<lFpY2-J;F<Csb>PkI<kj@s@@k7Pv_&Cy3~(3{V^xPQr{z
z9cVC`OFt99$OjkO4oW<T+3CgJkfOn=)#ew}e}KjUp2DQ8EN{k|<BxfHOrWjTS2+R~
zI%yxm0{x=S`SDIiEPpI$={w+4?uE&fP{z0BWkJQd)RmX&{Om1%-YhLG?E!0s)RV6x
z>U6NGx6MwV)0}SV`?e*lmsvKKO4M$)Bl&tsR11p<{|h0Zm8oj(xJm~w3>qDajG-gZ
zs!cvsp*29vN%qn#q{x|WNf;SXTe@NbDPq335q7V*kCZHvwmsoahnwEe#4`eP2pWDc
zrBl(-t*0!&m<v6Ei5e@l=!U5k2jH~wONLz6oBq3jBv(e8gu|Q&M&iggIB-E02D^pB
zX8F?oDiMdddbIpgaJ+{c5%(aIAc4UE29r2W)iV+P5%#b*)_0E&Qsm4qQA}%rYypR|
zyh^%6g)L+;=z_HKP6;Jo-)2f!_ix)KyT?fcT@5X|<ai5rrKf0Kn&CZM@A4Y&vQ)#B
zDKz)7gnwi;`|Ea*Dm@UWR8OC_)OCljDPFpgQGaQx@x#lT`eL+cGZ^0dPi#I3+OXrL
zRknO}t2qZp0+_T2g8VP*ig;w1-GLMmc_k(K;DP6$X9YzTIJh5PUZ@D_5tsvAeSI2o
zE$C_iAFc5=H8+cvcTY}6!yMd#@&SvA3P&x=CBo+Huro{0TxvS{F;S;~+WoJ0WQ4NU
z7~kHQaD^lwim9QZ946VG)}9?7hrc(Q8qKt1>ipUKg7yUFfqrVlw#L$8`P=jjcWeG`
zZdI&0+n}r{kJus}ZC^WWT6pWSgADEz_G24t)kP^UwDFPswJ*l8Z&C&aY-ng`j4f3V
z5nS|LuBH1?=jth;m)F~SV?4TT33-w}>Ow<pVg7^E|AQo|=gO5-A{_-G4;Q?N=L?MP
zGho2~)z!6`;%AbBaEcU1$HvM)a|fI((DTW?2O(i$Sj5Dg&?TF5vGqT-?$QqO7u{|-
zTj??K*3Rr|m1Xxlgz2W0)YzdjehXtvSA3Z?8R|U);b$gAji%ip_ggs!%|9x(=U_W?
zzD`;^QMrLW(fFm`xY%X89yKW`$@2Wz3b@E7n0&Z<s-7M=u2sEiK#8$@YijbYqJ_}2
zqw<WO@jdqtP{go2-6QnZkKt7GQRh=ZlAEO=NhA%|*&c6Hizgc&i1Dr#fcY0(S1(~Y
zAw&n9o`}A-3i2I?)D@3m&m&kanC6X#rWU~+!SF&g%bQYHSJx1C6CjM-&A_j0jD8Hr
z@aF+VdbyuP(VnwFaue6{J9j5G5rd2AFN3IL*o{5ZV;ff-f5lWbc(FDfq~x-D{j-4?
zE9n8zj^}F*7}2#&by}D=4zsLMBqJKYL@gmKj0|?4379YY;+n(t(qjxIa?klu9ghib
z<f%H_B6Hw?&@G|%L5khy;Zd1Heb3L{8Duv#k4~vqKbTz%_K-Z1nH1wS-?(1@oPR7N
zbs#(9&Vg5Fb-#3Bx0rJ2Z>D(iBu+6C#@0|CJ%0T0KeunJe*4G1amzqoTkc(bF2@Lm
zn?f!hA-m~ow^$y>g8DTJ?}hR12Yo}|zVTjkjA8cfLJ<>EA~guL;5Qj^L#XR*Td=yU
zE;mYi@AY8HsU5lLLTUUIzwpE}g!oJ*8nq5Q&@Tu%xEwTvve~C+)yT|q0>pS#9bYQG
zeqA?OI9xjqvy4Ih{vL45z*61Z-!GqA<>P}6SrlP4>7iI3skCQAOzyzQ49ua#xE`v2
zotTee1UMNSI0-PN$cY$bA>y|42I_MMXfo;pgrIzvlrPGD%F#<Kh%z6v2@Im=abX0t
zZ~Bbi<Ks9>vpEccr>TvL-oU`%3nr;KWY$%MA+`h=b=?)->b$^il-^gy#owXKwe)9V
zJ$JgK;T<pknM?}SWCsTaAQ&5Ami8$<J=?jVzSq;QSGk+j_1<EV-eRD&G8G{Th+q__
zGe*ybVQi?9h<_F-R%iyZ81Fzfe|qzOFf%>bsA!m&1~Uzx(VeQIqlv-1tAD&bgP0_0
zBDC0EFYI1Lmitd_6o>(f5Ei(aEY)IQXB2y&q=H$d9U#C;Z=#pB%t+t-llo$`d%DNy
z@%CF&Qqs~GaqY@RX+|HVc6NLVZ<cXd+B<lRo<3478FxPEukR1=>v%4%54t`KIwL)0
zV4$R=Y})p*#k(%7^yn;UX07DjzdI|xxZGT9f{L^}kd8&IbSGj&C?)9@+F*DR$v{-o
z$QZ&RA-m)-SCJ2HnN_`=%Kyb4!B)nY4e(;~vEW(#L6})mtox<P$px4~IUFv~Lt^BA
zF?uoPZ69uqD7O|{^*#gI*d2c=0C~+fFjzz2s}f=1{v7z(=b;3n*vfyTl8!PQLAj3l
zVN8|7+I;pGNy_7`>o4$Bfr3$w<+?}I7vMedj_VcV`Sf5m-2*=$CNk8Vpmq2Vtnp_Y
zjcDR7P(Yarsj+U?ZLgZa#ADHON;sD}N&S3$oXJ%n4zWaDm5n#HZ3`A^^QraMgbsQa
z!Lf>WnGl^FWKOIizNR5c2@vs1Qm=sdoh7u~?%2a^w3ms(DRg(*--w3({)srNbUzwe
zic~dT_+fmB&2d;Apw=@(&<i`;OfvcvCKL-<Q?Upyh*eR@H}M2V@cESSKmNKk*WXG@
z!zw`<6&;Pw{O%?a%mEVdxr}W4+(hs7i7D;tCPk$CB$J5ODs3z6!>p;C4y!|`uiBio
zcL*SfApaaXaePWAXntotmP1_N5GF*P)?yMF)>KCht;?h)RRyAwbA@MPCcH1Vu)Ie=
zpEVJwU&5yldtLpaSf7bFA&!ZVA(q``5=Q`<+q)~>!AD;G8D=QUvp=eRlB#fVvLK{0
zLL-a&GJ_jB<m|4|7+M?;Tn-NVq2n>t{W;)x3DWabQ;Maig}aN!0;?dN$T+*5<ZaA9
zu)NS5uey8OSD-jVx)}ahe-q<+2zJsy^=3(OAhhp7ZDJ@2>zpC!L^MSQk6IeV<fhQt
z2h);BDheL>-A;VvgFGFB@|Hg|I=T~V!Pl0DvI*VX7R3sRpx<KI{T_jZZ5nzgyms(P
zfhjB}q+q56xv+>74-W=$ZpF1Lz~G+t2+I1HfWX_y;6=q(h`Xcaz*j%#wBow$0mD22
zvaiLwN)V_oPlV#&xG+tOi_)Bvy3(6P1EegUwktgweV}%f9(W4zEZ^6P;Z1zGHu$?a
zVn(Ct*wmn4RG&$K)G?>#T4g<KRJCYP1MNqB^p<z;-j&Vya>MwqD9o9H+P+W&x`U?6
zjxe~VzXb(hfhC(~yY7a1Ssdxf()>J=^P#D_y1J!}jSghFhYuevhj3cY-vap)0oTD6
z`ge|zaoYWgH$EO=%<eBVkYP8UFbuZA$yS$U!S4E?UT%$C7PG6#0<mbfcfWv;e<X7#
zOza(|wq<#`CEMiFYbpoS3W)gt$o5~42h=f=7j_I4zN(DjW=|&yd2$9sbjKtS6&Ag9
zHA|6Ap|``k^EvF#_me{nR-8f<U6?W3-<*u}<2y}ja)r?tn1b;Sd+QbfGg<|}GQhOM
z?`Zp}bS3luS?=|oYWfMTVsB#ZQ0RVO*3l8hoK=bp1Ex@-|4XIU+kQ9UeVY`e%tp?{
zT?~xg<f<bmhRS(_L;iyy19PVYEb_LJ6LQ`~Zdpl5pJ2A+#vd?QmmKKCZizoG%f>4G
z>=c>o+IuSe-dF;v7~gb=Zs?)Vix;<U^-!>kSG+gzxfZBzGVL@R5W)5+l1ckII7YcZ
zt+DqxQ`gXdYN-!{Do~a}pix8EyWz6MB>MFN#Qsas*E<Owx)BK0wVLBuw1$QTz)dKK
zhc*Cj{ANt`KTP8YEn-;H*#}Z)0eo=(IoZp#fS``g54aan3<R8?sUmo!?ECUKgOG&1
zDcEpaoIDb>`+F^>YoZa(6Aq1DP?qE1#DUQ&(pPWil|o(?6^=-vTzWVbcE{GYuvcyD
zmP`Y6hnXoi!$LzJ5EGlh0f?%vmC2m&%Mv#8usT?M0~{<E{*k~SKC`$ea&>tT!U9v8
zBJgMj`z_7Qnlp32_jv54;RV{n%j|h-Ahed3mzPymV&UR8!(dYC@DSqJ8Y!=*(qO6`
zyyFXYZZ!;<nvRZ~0RK6hm9sP2I1a5sH$%B|XL(G;cb}`N#uF9T9C=Fgbaf6TTw#<>
z*bFw{pI6b)<Xxj_YwrmSTa%KfqowUPNi8VY?Veju)-E&E{6|ooDv;BO-+S(<WOBP7
z`-(8~;}1`C`7@O8WLK-TvO+(8369wLA0xV&u@n9C8!|tieY-lkx+INr-WX(G?xPb7
zu-r$TM1J{Zt-P%F-SvXNzz2wP2x#IPj6EO$$aipF!@Ph2$GMpqK}E$-Im+kC{E-2E
zety=mF#iW{Xv<&K%UDh8jI^j}o&Ej8glM`z56#zCO5%^!HtlVkSw&99;RIa~BsI)v
zd0z?*h6a)Bg}N@YqE9~(O51D(Rq<A<*4uJfU@TONAGce<KRi5b!XBQhu)vG^r$rB2
z>vu|LWIk(yfRKDwdRkh`Hu3$Gkl6HbPr8=8er%Wmec%rQ9kYH1p6Af?y%VS)qp?jw
zLR>8(Jq^o<`r&Sg%6BqH*X_6Ry)ww`0+S^U6qG;n^DklG3@~0C487(h_HB@BA9?wQ
z-Pt6*tCSm2{MG&oq@)y?SYN1#K{9-xHXy+RH$F_Ise(1*!-o%WVimXAC4``x`?nFu
z%g<-FRq9++<YpZFc3^oYFjv#B>bw&3$&<>caVp`T@u}$cnY>E$(e>S#OoYCIS8lGo
zb`f!sXs9rvj0?P-g1L#G{?1?oxi>y{D7)R4vs*@8oNqc`-=kOl$w0xofqtgx2#U7e
z?MC37tw7T|`MPR<)=!-|u<c=blU{PZrhenZuvw*MGPY@2#FoWq9PzXjLJnV;-?BQ{
z)q~vA2+v`-J1lTkU*Rr4_v8_4a)uTi8(RpdqASSUfHh(0T`boHU^&=rpc|mkW6-Qh
zQ%YI2bJfe(%=H0i2D4dgzT+b!&rZ<fY)DL6%_H{OWNtVsVZ;u(MjXKW_`7uMdb17H
zj+1GY?l-jBd3y!D)nO`XDj$5%hlYmv3Bc^8NyzR#WngAz7F=rto65#lS{gO*eEZfl
zgV@t{_7?{$-#I9eS&@B2+S{s)ytih&{C*(rud&dF*nWT4U?Jw&B}*2$B4td14G{T=
z1dHT$x<b{6qU%fYXHd%iermU5<DiK?PBo^=8zwuTLlI+m;B-6K^!xht5hJ4?m}(YA
zz}Vem_zdhRuc)!GuoCTs>0ky2nl2at$q62<c%P{`2~O{qFY)YFKN&7q2d3Mi%jGoL
zt&ao*(|*3$N}}7)$EL5d%>TpqNvao9QqglyKi?0Rny(f|-02P{^biI&ftUWR<2a=y
zsE<Fkw9x7|r%M23m<Ldtdeq7N;y|g9<KDyg%CG(3!`U9uK7INKY}jDRMuJ&Au~)Ai
z(bM}t5CV}v0;nA^<^YC~Cor-Boi=1SBt)?XB76xZ4t1t$Tz@q+?GDJxFvF8~&Mz*m
zg+pHe-7LZ<1aB$?p%|3S6pqPl=t=d#no|YydWi8u7%Q^+Q+F-KX_Y$YO6nzAXk-Ih
zWJz16zrU~UJPsBe$REk_D@z5r-0icmwcta$oBSM;frR7uG{2)m5+v7K0`TP_TgWN<
zwPgw~T%%V==QZ86$?m4v#}QVKmG8o<L8X)MgdG&jAt`zucmM$?mtV}{T%V|O-asDx
zl0EF*LEumP+|mQI*@ni(YY6HDBwIu~0Am%~V3<Z2^P%K;!cf#M;_*7kzVH-+2LuFd
zFsvW`-0Cq<B~H%X<?y_Pf1YN7crpRP69Fd2f$>Z_cpku;Ohv@-6k-Sq##dEp-FRV!
zlWCGvsK|x0Rh_Pqk6;o1-X{?>LFlL@Qj@B|92JpNjf)amgWE&ka+MFG-qf{9Z&8hC
z@Ew1fN>#Oh+j{@-5d6KHghancQwzna<qUUAGHVy%IVBv8ikk0tD6<c|{~K#>0uAK8
zzmJllLP<pkX&{8msSFV^W)?z1<{@J#Ly1NbNoJX6G7q7Wxy<uiGE<pL)P3H)&%M9@
z@Vob}b=N)X?6vkf`|Nn%_d9$(&*vF}!(FNSV1>2Z&OMTv{W~2!(?8?drsbKg$I)kI
zhtJ!?Jpy#;tl`yrsoJufUoC<z_sffY{W`r{jAl@0i-5^ABft6UnG&!m)im5?m{^Ax
z1<3kKt|u&(i*3nsSWEtFY4d65bMTDO%ev@_&6{IA=XJiRjK%IP4=<PpgJ}^Wa<a0X
zFAz<blr$O++=1>$s(WbJMke50d{5AhwyR&0NcC0Cbd;**XHd>EvW7)87~ji1u6@MJ
zyICgFOZaasrKvWPjM6D~Ds~=K(bL!7swZMu7TNY~@kvSHAe?<J4N<G>t2fMSS}D&n
z`Gk<>Kik=M01QXv?<0XAFKKERS+y7aUY<@kT8Hw28zx8oc888@xbvrk67FF#^$O&p
zZ%erwU(r(VoxX9pL2JLsF9MA6(Ad4B;U4L8dYRgDLt)%xFn7={k~sizp2^xdYaf-m
zypqdmwVuAm!tbBV>GQo?&&@R%R!y(mpN(EdF8T4}$9=C&@0&1ff8>*SM9t$<?n(q9
z4?G}kFL0?ZPgFf@aTuIdC36v%pcT{jV`|+&!bj8OwSQa-j(OP4dxS-39JTeeZ_|%P
z<`j+{{t(hE(ai2(@L=Y2f$P;9^n8_lrt4o>x{Pmi8HbR!Noa_ElJJZ*nH46S*G}Gx
zGAqcQS5Q!)hy!0E@iJ$;FS=hI>FS;!Hc-6Sl4|cnQ~tciP|%;w=M9`1^)y4lxAmi#
z?nxdC`+cmdB9~@u_pUELeq|g~Z4tC8M+u^{TDSo<3Da|?_;>wo<aI?^?Ej88@IZd6
z5{+R!L4nMrLAuHm7yEpb3rIvW*=(?ob^Pn^u_ey?zdaWxGWh&G)bt>8?0P%;&evwn
z#M;*QyFyJ}O(6deb$LS}jf${9XC#RzMWx8X@o;EPu(wE{mAH;mv|2k`1HEe2HA#Vg
zpYUiNcg{r>tJxlw06N%l@Kh6{0M(gSzjfv6&*y9FOeHfh-1y7ytg8EwkJDoF71gy}
zwod~>Z`aVic&C_kb#-)g!|CUiQa^KcyYh9L)=>;CWu<FL4U=c-REK%)S!OrxtXE(c
z`@7!M(2&7=i1WKF<tuCD{@;>oY#|Sng?efd)O6wuD6dL&k>%k~CEnl0jg!9ZJE;XJ
zibSo-r8_M={z?_-Ut;neP6U;Un$e3{Z>!exw|-lzyKTs^*V``Zc1US9w^7zKve`T(
zIcS^t!|lcMwfJq8TExUxvA`|u`W15uQcr3fa|MMR2F3Q<2=66G>JMaoTemFKuj~tH
z?ENP3v!pjN(~ylZ-j3-E`|9#|WJMZ#MI01AqId7Q%yRw(nG50?D&0~CzFfP6$o0YZ
z0AbHN8!BwM(h}a(`06SL>)ipx##?RDLRarmDcs_tI%X%jb(zej+OT9DvWero-G&EI
zir-Zj@!g#~etklNG@ra->SeAno|I!nanG#~XXWl>#Uzbno)=+Z-1N#+?;9EWsV(=<
z)}v;QFU^kH#(l<(xouu{0vw=guZ7u+1Ps*+j&d=E5)|#WgZf$Dl%C(gnAtet>dcC%
z&1%Y?(TTS~fp#kW*)-I`CwqNIi&RltU2As>s0=(|x7$*=e4+5wzmFlNlw?5BY%wKb
zI0vU1g)qwLsjk|O%zNYaXr=4R*V`-4s0$AtI${>DmmTF7-$ZUGncQU^%6AI{MGzzV
zuekQ4#1-77mKO*gmZT~CIJ=(?Pr_f}eW;4L>5H{`X+uA=nA1@=x3XtH0+>V@MK(Qu
zZ$DnKGfeeBwyGeGkOvcuVs*j>4xpN(G@BW7hwc$*%S-KS%++17G7^@n@6^VYv-IyA
zD*Nkvhm2Zh973fFitQ?FgkK+kCGw1N38r1faV2kptu_b3Gga6ku3A@-a0%&qosKfe
z6N!$Bf^FAP5(Wl_gW?{Yj-kb~yR9SXB<<AEGDpld>IpPuQy72qDyzvrW1_z=wCtQs
zeLC+SrsbU}B`b+FcP{SEb?3hnI-%@d<>7t0y8OoH?-N(r-TW+1I9S}0^Yh5}FfLOV
z$odl@WLYH3MDb&{!@@&x;=_qGDjnjB78L8LD(Ek!-Wr4ld!Neq-2An5d%Rf%{ionE
zgW}a{pO1xJbHMFr+m}j;z2h4C_r;5SW2UKp`0;k2`DJ0fNN9Z3yhJxn=WQR_u18s^
z22}*jr)QB=mSRy};sF`8H5A^uw+`B6ed^(3V^m5?Hc=3F`CByFB5q>;D?BJH-Qc&$
zArQ(weE2{@vv1#dc%f10xO)OTsq1KXp+0mQYmep=|C`7361;AiA|_5x(ekz>DbbU_
z$w<ZCKKnD51M7}$dO?v_OHQjO6EAJ7QH;dx*fr9!LQ&nU0oubI`(>3nS`%5)!4P^_
ze|~S$_qNReuiSU(gD}g034@PS$55D#R^GSPo5`y-_p=IbC(-iw7KTPxZEpEB-MZ~j
zlX6&et~J5IK7jSnrQf++;h)j*;p>phgNYI+x~yo*TY=Mb!4%uJJ$qrSDi3jleuO{!
z3h_oSPyc?)vpou%e0<_lWatQpyB4_~vwJ<i9KI<#t{gV~DBce%Gsq@s|AyO%4l_F)
zZ~XU@NMr&<!8{jUWpO6AMVjM|qmq)Wtx0b#mR>%JwZ1Lg^WI#okFwvBpoiBK2TWVr
z_)GqbH^W{MHZ7mxTzkwv{c%~RDD7x47+#WXY9H=+Rv#FXIqXpOl?7H-y6qzleR(x+
zr@vF2i@>cl7?B-yM0Y-IaM^}cS}#dX;KZXBDR*q@m4)^y7wDMF2DxtCLcx&P2%Q;F
z5;Cdt=eP3m`Zo<;3WGe@EvEEi1(}(Pa)I*NuI*;VPP-KPwxJd!fsGqX*LF(j>odZq
zN#OGM9bea5&-PC;WUKB40QF#^UQFKOS+r9}O|keP20B?vmk?ny;gl1N+rusWDJjlr
znzZ`ZVvN`LJvl1-r{~7a{$4%7w6It#!S_M6e!srVT&Z@aXpYQQF;y|3I=I!6ZOrHM
zj1U_x5X<y-8#TvgA$>jcAM{JNjau6H<vgxnIKzH^uh7Xu8H{Wp1#9sN?W;b~lsA}o
zDX*^Zxnlkze5t}Ut<&<?AF0#s%d25e%HnJCieG>E_JgFmHa6wWVl9vAlWI%Sa0_|I
zW!u;PFnZ$CoLm^_#x%22?0M|QWE>4RI<3Qdj_JRQJi1bHJ<z*rd$=tXPsCAAz5;A(
zZeJ~3Bcp6Ho2BLDL;wrqX~h!d%|`4?)(@3+_wfub|G9IS_qaLck0Av;3G%x)He3=K
zAw7>vO#E<ie+EH#NI#Ly^8}wv=oy!MnBMit1xk`rr%nYK_Q`cWeMqMWZ2Xy(P#M+Z
zJN`;juYoBXOKS%rlA9->9H$%WO3~8MP)=O|oIOz-RGRWCO3=|Rxwi^+&}nmp3IrR%
zECp_8pSgA)+&Ve-D(}6cYs7<pf7;|heGWcaRd%x0QfG@`=SOCnFD=6vOZi>2_1GBa
z7OjpqbePKs(l{rU^BvE+f?0O*GWE$mFAM1d9nULCQP+OxigyYruqd#4JWnBWlkM`^
zYuK-Z>?YzusB<8#yf+t@i|*CCXWYIxoeRghexZOH=S27ZpjU|%qS|%mGoDq-)BmJc
z7Q7VNwb$dN^=2<bTbx;~CrdB-DD>}r-}`ND>|&BmlYauea{DkI`uSr9a_ahxb)QhX
z$AeG*IT>ae#qxx~)hHr;=VNwhACFd{uo*Q2o6RSs{|z}@k9@HSN0moVOM#i+b0!7@
z3Cz(U=6(lS3#6H9YH_jp>yT?wF`p*v89?dKD|4|5SceGZ7DmNTj-*($#Mlm&w9%wk
zvfvy@q39K3N-V?BIv0K)QpLPAu=6>z(rq#Hj_R=V*#&p!lM1(_4@4H{i_4rTHpl;p
zWq|HxeWk<jB>_u@hm-e5_17BFKgZqpfk!$+HZ=0Q^}Cfh{Z%_xT_xWEFaz}uh3f0c
zbO$A}WQomt0*C;cYyw_~>G^};HrIoJU`@Rh-V>id%q8%)YJX}Ry+6Pb;9kQpTo8sG
zckkW>t9cT$(ra*Egosp{lW2_yx5_9n=Tk0IG#JZWgE8X4Gu?~HV<hAwH0u~^>;CbM
zur9kQXT*P9LHA{QaWwH&w33(Y<ZoN^a)wc=v>UDT*t)nBeCD!$#dIFpz4Lo}buP<j
zJB5zv_2iRT8E)=ybPn2AAMa;vtMRm(DM;nz$vZHHjmALlce1&FfWXT$?!0(?=tt$g
zSAO_#9{jxz7O|eSap!y=z^)F~GiEC@T>y6@X$$^8N<nJ1g0h;FZQgFyeSGa@i^6iw
zt`k6kP4McylcBGNJROVjuMM$vJPBrSmCV~%a_n-smBDcLw)4LD9sSR*k>-BC9O#t!
zw)ruQ1q1V59xdMx53NsnLfUmFp2{VB1`~uZu)y@Gt3>j@)p$68yg-0`aMFYW2E-iz
zS&k{afR*TDU}9K(1i9YB^(m8Rb~ESmq@*N>D!7U>1ZYs2X&Mdx-1b}hsa2zChGx=S
zE#vXES&C1YlrBe#wT-_VJb3WH*&B|&zk53g1^ot%cg*Xd+qs%Hk(;9YLNemIFU~hN
zxMcb)h~K{C{^RUL>hG;n_k;t)bG$a!KhMp5gkfGU;5Yn8k63Y)i2-`1xWne6{oh2Z
zQoCtBd1f;%ogz-&Eh+7fN#;&P?eqx?qi3kmIlm2qp*HC>%hv7TP8)Q)>R+7Dy9+8B
zFxrfjKfoK_R8*`4>iv%>;HgVFPyXLgz`&K*K@}l)MfJ5OT?P3ISCr=Vj9$o}*>XWe
zMO%)k+;z4VC=8>aylD$(AxSW=fnYOtYyeXS(@;#>0hjeKzaVD;>XECbVr@Px3RktY
zC0V%&O}v5K86iP0fd~yAPAO=wRBV>X6XtH06wICpOzve!tW1{B1q@Hk%Z<xfr8QaT
zv7&`{a7*mgIOj>;L?h0xcOD!PTvL9)Zf&XYR5IVg(xHtl51<er5`qNBBQXB!?l#J0
zxvs^fC4wRZ#bil|&>topV7S19;82%b+xf9Jcimddg|QJL*2v59u3aIiAEU(b)mKDT
zqKt-u9uzMfi;3Z<;w~H)U-S3KKJhRr#L7xYzq_J1<ngYUkI|Q$m#cVH#B!FGT`)(d
zn7T_ZQz3atdqdID?eLvXnK`8`+FewB{zQ4pZmAg|dnao*sDWEfyBtl>fcj6CGTB;9
z<7xUW`>s8C(P!KV*#{^pIR^=KDKx>8I1xFH9oq&2QcV97*Ge8e+6gPFA1hs1;)HA%
zSgnV7x_uAey+8f1**3AzT}sb|#v#9QLwI&!e^O95iFk6nNGp9SCM$-&JVBFJnK3YJ
zPRo?8&Z*;dx>)7bJJ1Iiw4n7jXS;`Aqm(TaN8E0gp7E=3U->Ycyug$tI`M|ELLMx2
zChbMz&sVkKlrWH?t+w@`!Q+7BeRC0iD>Bnsv`tx#z!DX!GWbMZV@_4Q;q5J?3OD)m
zbLFzx%K6pGwFkZbZXOhKx(9G<ybd;Q(1&r`L>xYRxW1|Bh=hdE&B6Z#%qy-v^uL06
zzyAUA&L8+KL_I6LMeD`6Q7PQ?xJx0rBbo0nOh9voyPnrOs+m0{_X($``FH-dvLR-c
zw}rtwy)M4F<o)^D&K*0{lR0Z^Yn|r%g{!p=p4wgz8nnmQTaS_r3oRh2YgEhQne)w_
z-F+TK)otB7jp=XYyDB}nmiA)xkIu+_m@Y`|DEcpWkFXi^Se|;d20ue6b@&X+-L|>R
z9{%rb78D<Cz%tv!#-@ol-@P_Y!4};FdO42{YQk=dIAx*Et%es6=0|%db{!mrMnvG(
zNTOc*noq!ypQ}O_Twx&g{P~o?U?7ud^HELt9_F(b-6iRzJtIqU<sQ%-{*Xcad45Q_
zh(k}is0PaguIctK6)U9Q4HwGJ|1;bT2#vi{SoEZNGUt1j`plHfgRl_UY|cIL=d{wv
zv)IPyF5L14m<SYa$L`$}qotEEN6wy&@}r~|Df#~ivKwrOkcPX)6orm|c#O8^olS7m
zsWmJNv*|+fg%^UK1U@vVeg1>w&#CB7<9FNFDMd9`me*iQ#IKxWEnL9V8^1+BPlo;c
zku=^|@<S8%css&z%-s}Wxp$*+oxkm_uu$540rNH&L%~8!352W_ufbt3z?6lB1q6fi
z<~m$l!0p_-^{)K~w|nRL`jmc_z08!?Zq(lCE2e;QK&NHM9FFXBT;8&uk=lJVt(3Hc
zCaZ0}V&kT3^$su9lD9|H->pc-F~F4dPH5<UaB_r`Ek%_^5A|-cSqhbre0m>Vcpu+t
z@Om9H=q#9CS<hv~cUkL|II?+pd7+j(>9K5yDnCJ&orB|kU%mx=o$p3QGQkt-71mhJ
zN2taQptZ#SU@JL!9(*boJ%9ag3`gJC97|@cu#1|n^33I>1xWB<6LX;&Wj}%P>gUz6
zuUOXX2|pPXb@X@{)jS1?B52O8!-Rzd-*;hoS?EHAtDg69-&fHU08KcjzjTj&Gi$2P
z9?raY@=t**7$xR*^H`2z-osK%r;Ay)Ch4;MPBfVj6!@Pfrrp2cM%W1JwYMN2G(snf
z*~V4a>opEu_raq%g9-)mSYNIQ8D5EprUcGpLa+u!-G{omCGaKk;b&ZtcI5wYURtAJ
zD4~)a%5luwzLK#$jZ*h<)AZMQ+liPRZBzj&GbVX~59zY38`a85$<wmey-b0&iCl<w
zZ2)TTt;p*RsHLQ4u#3Y7T;^b>(%e7qKWS|i+UBa~`FO?UwP%^wkpjg2uTm(xG^7ZV
zBOJk#aE||yUH&Z|R_YtDBprkKN8<(kt5*-h3-3#Qi-akhWgtIVfX8PZ2s-A~^#Hdu
zV4g{DeEZy`OK@5Kcm+(nH_+KC8vNfACWEVdElskcK1=tlwB;7vVJ3wFq`;O-+ZSqy
z=ZP$|!4JtVj8Ga4y?yuTP?z@Kylanq=6a6M=jQ7OCYN8_^z*Zn1sSxqq5F~XF5{CP
z268*<ZKGWt-fLfDNR~K~-z#hehdlU0O^Yi4Fd;;}pdo?Gc@DNkn3lqS*_cxhs}e??
zus<9JIf)%c;3n1nCN{S`M}h!v5(*(FXXoqg?i{?ls(ks{+TlzoYC5n9R<xR4sR`7M
ztOBiWHi_T<LHc5VXH=3+)}*=TFCmMiH=zR}G4r`ysSD0UR<9@f^<%lka{Tk<{F3u%
zRc?x5|1>V(xT<jD;^uO()74@u*qn&cw7KPF5V}NhsP$xmDez#0DX945VaalCCabCC
zKA)pOs%Z1-i(=#FG__x^*wnoICb8l4bqk^2ur`2`<9m1{!-AF=9l;>iBsg)~u6xb{
zGkg|=%&@7k{h0EPg|;fLahT{1hJ}Xu6&Du|ZvxN)#y=IhW7n>1b@{IUcxrX^soD+S
zUQ&Ts<mIuSC^8&fTx{z(yVb;<wQSlWnwyHgFz$Wid@6W4{oom6Gg*T$#Uk5bv)UL2
zIUA4c^pK_Wkslj2Uz6FL&Bo*)XM8>u9v<#tW39wRlKD{b28~MkXZeN*CsmX@<lpa~
z^l7(ooZd>c{`g$FlA_{aVd4F)=5a2Ljwdfvh}!X$`<OEP+ORv%kx+ExUQ!t}KhRw|
z3SdBCAVFyTAi*ML7y^QVnCB<rTYkzZ86xQ|-tx%lZCk>x6^3Uu<Yq7IK?L<kum*Pl
z2MpoQe)%%vS}b8G2q`-x-KNjVi$t|;&hlyNA3W&i*`VuMtj#q?cB}Pu7WZC`RRQPk
z5!u2Lx`!sa4(Nn`ADyGWQ2ualLvyoEAi6X`7*mY9owM4;_iaQjR^qer+_X(l(W{%2
zTEa5tF1>u>TV|CzPnFMBke0&z$LUlE^e>Qy8e;0C{|cv(qigPGi~*ihQjB0yO3+D3
z4B54-w_>0XcgCBf?11;<Clinff9%m+J4e_xLvr?f3<}vq*y<>T<CL2g&yJ733;)0I
z1!5}tCbeqdM%Vm0EU=83;3i5?A`ce7er>f#pEz;0JGd}?sZsnsFc{l-`(>e{NAD%R
z*(tZ;Vzqy=H$5i9`s*7;DZ6df`*lP_JT%{A^ru}-(caV>Y&`DW0okz4ZF>X1rQdIx
zxAnX6UvSl){`T%CX*dp#$!dlt^WS_c0z%aXXy0q}>1TwuR)-nyvRGVuZ5UA2GZQdd
z54fslLvhIW-RrDx74`4Q1Rkq=WIcHBNls4A@c!3O_reuh2}sa?{H*ps2=<(?lx7T&
zQ+UO&XU{oh<tM|8zW8SF?tN5VUam1wD|-)>lHwWZ<GiuSZ&c1?@1GX%bep5)0{S!C
z3WQE;UWQ#k{JeNGYpeNb!M7|@_`@1<r)FjptGqU09b-r<m~)-CJm`#vlAG*xn{o)~
zti)swN_cmr&O<Xv#>dA;Lgca3#Lk9B$|kj|7@V!D`sK<Hu1A&!hecRYfu2O-^6)J2
zcS=e!Ng4|f<o<x)=@KyugtafrjZsp}IK$806d)NYb0sL`XW?5tH&FZ($t}bvlL$Yk
zs`{ql^4|+sU8-@_L|~}500y1o;#UR2UIBc>8&JL~Z*uH;!TWok*i2EQN{$;Ffk9+R
zk%{_O#+bL6iSOlkrjr5BP|KIoj|c}FjAcm>X+q1*Jr=0Hi37wwP~^O;y#cWpU!P-(
zxgj>N;C%ObK2Lg=wRyrCXtuAttM1%QeM{;n!6Fp85+-~E*CEQaL#UK60VRRQz8Ef8
z;;tv*d-G!p9F@l5p=<${Vo;xQtvcA}=5rjHiKH6<7!1PJ`@kJI%EhJV@RVOyR~K_R
zX>bFePaQ)OKnzhmZiULq$>kxV11{m`;C`rA?nW@gQ{d>&zOM9uZfwy?<5BiS?ZP$t
zr&)y&hc0pmx+!j#Q4{7m6cX@CHrgpTZtBsyRaU_jml|9SSEP4K+Gd_`JN%4>9qKIp
zv=mmRz{_zOrh{vnGdc4!Ilr!1iIOyCpIhau?zA|1%}_?<>W2rXQz~HQVdS}@jla4g
zUo8CiaRu&Iu0<XHqjHrWX*p$QPT1QeZF3ZkHr36x_?qdsBQC*^DYLUSQkUnRf{>f3
z<-@x3hFE=@Ojll}`6W};@4`exqWI+*^RjpvAKrm4Vda{=VNo*Y<u4`_Y6?q}m${k|
zt;Z7g%J+=lx6f3u-lhsV{^7#c_NO$|uH#fB<rj_Bca8TKB;^+a;>+?;%*tfTsC4{Y
z`}mqRDFJhxjvk?iiKY&=E-NU|DoyRrHar7Si*j&K<gf7`+ulUaA2?v!XO-u7G8A4b
z+Z~-p!;aKO7xlt0__W*H_P3zs!AIQIE6L67?HT2@7&AgL8viQqB3bVE6#)_uemRaA
zbI;bDpKTpYWI0Xy^x<g+$4wlm2f;S?`L?r+U$8>kx?saYC<G+crjHbCe_+&If}^{N
z`BUN>4b8t~5wEPbBKP9WaGxD@clO^E^;?w3(2`KQ{@NF+T4{E<d;aFW!GFu1IY=61
zxm$Y^SuUJsw~x=H$qO_bAxjNc7Bjr=(7qqmR!;H`RqK?L*C`3{YpLw`-053=sq<Q~
zMV7g)W_QTgejnX8NmK<yYwF)9Ash2)WyRF!4iHUfjtUq7)@df6h{!gG_bUw|=~qm!
z-EO$q6v4l7`{$NBEW03O5VSrcT_7~H5j8zE{((=fx#*PB*9+s$6SX{P5t&@2YI3)S
z#y=8tM8=s#t9GS>p^>|W&jp*P7qCz(&ydFHG(4A8zmGGsi28=Rjhi+~EAtVFq5h}P
zmq0x%>ZGmn>T|KF-e6nPNNUGnKg)-pbh)qYA`nl-#(*&CN-$m&S69$ZBGV(%IL(41
z*FAq~^Pf=}8&?w>$HNawJ)&HlCFHGbN&wn*;`<r%%7Q(#hWHf3Kd3}Yl8}0y8``LN
z4>riF%ll5QPF<QSZGyUMa@8o<Q2jyw;PAlH_j!tcPTBb!O54?CJgd$0UQ~&)_mDpE
zP=`5o2<@K}3(GiIW<AM+$;Yg^9kt$y&s_2mGxph+mg?yu_w4Wderk6*LKbLs*{_DO
zD{R&sZ5h;to>6@+Cz|jvyt9~W`>&2l4b{Z!OLUyLLjb@ZVwrZzaU_yLyQ^w_M<2g<
z_n3ddTBH7JeTg>+;)=d?;gP{5BgTD~g?_H{BYcRUd<UJj(KJdkS$cSaefb9wSJY`D
zebLxU^7^y(ontBnPaZvb-`!2;gDaw1t3O-v`PX-$`Tl7wZ;2($#v3bbI;nUy0>{0v
z)R{#kuA|lQma^Fw_3q8i)>~88lLVNp&=jUc(3<&BJx0+2OZP2^xgY_ZGs1B4)0|2p
zTTW`!L-Awf@ieaCy&X?6V)?+xKY)V&2w2@DkU|6n2e)r1lC6_+J&rCS=2q0tJR@vY
zdwTYl{3@XM=jUmyvr<6x40D_06Oa0%M|QKYjdm9GY0vk*mie_=G+=Mz=IPpZ<3xzm
zZi@FC0rbl|+881Dl#%D-5MdGiR#1a>iK_}&f5or;{pELcQ)}#Lc!-~L{ntMFMojkH
zjOK|SWT*vowRT65^~D*?@M}~KV3V%!nRHb}G3Y1BHN6<qQ=a<F(Xrnz^*)j}a7-2*
zY>Cf&e`EGF6-&?^S%-iA(3LjJ(M1MT!?acE&I)lhyJ+H17EeF6;zRx<sDV)c)DGJE
zvsZukd<1|RUTH@4Thoc4IoxBZl(Ug}&~1jVgBSfksqAWj2x12w`1+E?G4Y7jTd0mo
zmAGtC%n`2QC4=_&!TQ(O`-_KHQ!aaxhLshigoL3x?oPaJQ-73Yudo>lxk~A|EqRbR
zIj?5gFKhyyMOm6TxkqJfpiOzhaNb<dl8rI7JeKlYOyGu_P=}=*P$EwHtL+^f3W|!>
zUP<%hQxcN`yF~uaA7>Uzer5KV3klq1OX8hEL8)+6PfLyYSlR5OyiH$EmfhaPi}lhO
zpNmhg>1um!zT{8gw#J0@%!`^En8uy=<?NulcsVgXZ<~sN?ZE!I%O{+e^%Az^0YWyq
zIliCp^u=lV0PdU>9xGqoQLqy3i9l8vGh(G*UR+fu=-xGVCduG!f2oZqyk~dRpP$v>
znHTRAgll15s<2s#>U2?32?+M%`3+Ic-+Sz~+nEo|r7L4}dPScX^k{+CDLDS)`7yvh
z1_a2nK}^o3dXzL=KdY(8^3H5M<Gvtf5PM<ivKLm6V2TmOE-h!5sB$V0m4l!F_|p9S
zUG=vb2o>Pq`unk#hP=m|KD~+-U>WUrB}iiE34M9i1$h6FFjBtEzqHaP1Q{X;9EA8{
zRVG~i_?&AWs$StU2FVV7rw0<7`)$ug_!Z|fdk&N{Wl^)~C&Z9uL$Z*&@NyxUXV-y~
zBpe(=i$S<QnCzMRer?i;ey=<i_BvTLx^d+1A9unvG%|8Pr3tslYui47;hU4pgd;Fx
z`cvtbJxP1bo*Rxhe0;}o;0!m<JgokDIoYT(+n}iI&W}uAw_S(9^Y(wkoeIBcAB$CC
z5Ar5m6r{@YA~=H>Gm-#+%PlT;aEmU4e;{PC4OpY8$IgY&1Rx^tWp76q>u$p<3(=oq
zlP@ENj43`ozW2>dK^y~75}pLpP9&$@=g*HiTBtjpUh!S-puroCmhfa`Vv6)=l0AQ(
z1_dfCqVvzN-;-^%JoI~CUABwPF71+SUmOBty?k_abVR0CFsus%h67R&oG2JySxm4^
zc5N5=ruOP?Ff9qDB#sycAzvq0@~QTMT|%v@w))r&=T3K3kmD4CE+x(6b4p59HJ4#g
zY!&$8`j>ne7fNzO_Kl-QVkvc%4vff%_|nC5)~@{+lROh578EQqA~iPmSriu*Bt}$I
z!%PvZK`ULGk$XlKw+P@VLEhW3%l=Xw6YZNFZHF(b_%2Fcy=WYJB-(WBag~f8!x`-m
zos46k@!_^+mmJ2gw!FNoQ<!VmoUvz1%H3qzKL^7vfm6&FKn|y7^Md%sr9CXC`a-)-
z4If;I4$;qIKXvK=2)W~zx-3FcQY?J?gId^+G(MoP@OE5q!0*1ZUWB>oK}rY@nXmYh
zZhx9Ay&G{%(2Qer-IPkI7YZZfA3arn3UBT|UAS#+SJ_%-%$iURFPZg^#sTEpzz+Wd
z24<nL;Quq^J4nAANjgs=Qkz0T)A@?bYMcK0P5rmGv#ita@*@`LAQBTcj~OPksi~<E
z8FSW8qzlZPi~=0Hbi(omE67MNiO|y0x?*aoId(M)td;CQkpeqYi<d=dzoQ_uBs}W{
z1w(*;&u;$x*8BPhsI??Sx(TRjjTRwdW*>~J7XOi^?5HPZBOnRq&t_II8%l{}-_M!j
z;5@%Kt&0mEXS~=n{KSEt(mxbJ=fFpV%l!n1evMvcpDJk>TEDNSR{B{wN&zJn!Ik|E
zkNFe85hpkI5p-)9$E)mUy?y)klRjNG<?rn~xa^|ELPANU94FO+h4r^Yo!~eGP+jZp
zYyZG~gBS3yIy(Lp6`mQCm(kj#_U_~o{xRthoxb~QsG_zh_0#@jDkcL1-|YFc?@{>3
zaPhxOdsK&LyI`0)K_s4mgE{e#BL*K%vqMX|mhHg$<@^jFjfcezi)${x9o5avpK?9p
zjPdqK=f~m4aidtifcEUCll#sclR1n@URW6z+c(0OxAexs;fD_&x}dJV8A`tF8&V~0
zE_O+;_Txix@8G8g`0o<F@yOu>@<L1!VI7A%coDggND;V*<OKfTT=%986_2(|tWy-p
zm#dQe)Kimqn(oS9J9tWaaOd(GTgKBgJ_Rim?Kjsw2`(dO(4=un<ZQ7j*BpOQJvS7*
z;4iDGqI)(fq4v`||8s1h6+M`My+B}CK6B(#V<CMe@{8WAt*l&%qhA&#ddv^0loePb
z`qHj=s8)%u;sfRo;i3*KDEvRe>cszBEX{-~=d<VWvu$Akx)lATXReHF*tt<<3uir}
zy{5s_n9es3urJSl<L`?WcEN^IB&lz6F6L(lXiK>X$=BGuGU~ll81u}T?IS@kQ+8*K
z-^<6q^E>+;nLw3MTv1V~)#CsU4laCoSPsGzOb{CxmV!huhoZebF9u4YQ(GL^K4#|~
z<c(!#%U2fD>Sgy)W9{=+-mavflMHdfO1HscpV=;kh0*;xS3ena!deeJLkbcEbW$B?
z-PpHYs8FhLLFe_OwpYV)X~qu>J^@=woTLlUvyECOXppw$g<vx17n@q`1J`FqeyUIA
zyPjVTxZsF(9Y77}ACr9EzbKLS^}glegz;k?E{+{sO+SzDGqtLOm&IK-f0-lroYCRP
z`Bx5vr};s#U_8U=wQ~h#AlDM+?;y~FF>4Cj&TRf_qlp8D%O9q<uoKpuzib8WKe^$X
zST5;2L52NC0tINJr5?Zc#gDaeS;x{fJGuvVvMtNHEq?$Qm>^c$XH*OIB9OcVqWvCk
z+z<AkDhv!Gb*-c%FAUke+{Gy6D_;-yp@-mu77w{G5vEGWJ6gQMp<k@TLDGBs<bI!K
zLzz;IOt#LR(ro#M?1U*l{!ozix=M(MOHhd+En(8OP*mIrZ*qt!OwG;xAR|Wt+1X!T
zLoo8FRWo!5g4hSZ)O4Fn@y!WrVrcqRhLhh05gu3w%eub2yC$n+WzWO1<P-M4RxG|%
z{N4rHHxlV!>Ckyx@al){T3n&SEdkSyI@;Tbz&8Yzfagw-WHr^>N_dVD4{`s#J#*`i
z&(*jQIvXFm&Yq+SGHKK5*zbMu&H2;}Itl~sghC{wd}!`}^x3fANvQ6IrVn*hU?!_s
z?A_q9wbw$S<bTJ3(p`FebsPTt6MA`DVQWbQLug(UufeGVm`miEq~FO3rH9W4N}bcB
z+-p({AJ_}NS2GUJv$TW`Pz+7~F?M#jQfZ?a6yL_iBazu`>6w|C&g<_XZEUEoAH^@Y
zfi+8nk^(Z%cb(Pojgc|L{{_BYHU0gIbgVBzL(xtP#oYK>NiLb3nEK$3?-5)q3en>%
zx90fq8bf2@y1})kt)nA=P+3sQdlA41>uhf#nF2vtx{O_akyZ-4lKd?cwy05(U)<a(
zw4aClRo(bqja|u;ZPnERayR@ec|c)<8{uJaWYlLw6|e3taQv*cG%MgkPGN>!L0CE#
z4|_ZY%fSgk1jw}>p}q&smV}8{W0x_TzTe}z1|8#zVMDciTPc{hw+tPNe8sjOa0htn
zF*m;KU{{Iw06|rn``>^B1=y<|1LVB1vDAWNj~RemdwaXReigK{K<h9hB$V(A_>Bc2
zZ^nU_5cc{z@Sb=S_(W<4E$w@pIV*BDXbNLJR~eve62*5yaB(;x!7P;&6%8XsD&yk_
znIa>GB1D=}98*>Xqk^J>g1W>dWC&tSon3B~ArSrQj*bwhd@BB2L=*>pYL$Zbfd3`r
zi4s<Y;^p^6e)7AkL^e3{{Ru(o*rS(i{WW8zu4a6lF#+K#j!^7ZBKZcpwHlV1KPM&s
zHo)s3GjoT{c0`pWu_8zqIWL+`r%1Y2M~B`BbwXE&FepTPF3AsCW9W65EAD<d+P?$s
z4|wg=GYV|QZ#EoXS)1$A45tQg<SpdQtT)hnW!9E|wm#x)(bU(ka5SgDNQ>BINLIXh
zHJ<G^`@NfnXPd(}W^E1#+23(laJA=;d_V_(f)iubzTUL?I~leAT$8LZ4~Ufc1J%|Z
zMn*-1*p-6wLF9l~N3-i1s;loIQh_nj7(?vbja#C(uUG14P2jF$N4@y-#t_p2a=&hl
z-l4d$KAj>4A;917e>Wv7Hx`wM{aaB7vB^t>*g1c#-$P7|LFB>6fpqjgF~dZZ9&vRc
z52%$O4a`%JlM|UzB#uy#Vm0eQMh0C&LSCK*Up?{`X^Ak_r^rNBA$%O3U_LsyZ1Miy
z4(g4jslQd(HjVM$0@rOI3_J!fAPHF5iA%XY0Q|=*G1$OvO)Hk~g}$J^rDgKxLUPJs
z+%|ig9#B*be;RJ$z^;2t?`o9~UlHqqwy!*OeC@>*Om-(sXW7{Fsp%=0PM2H$5^p<|
zPm6g7PIC$uda2#45`!OiX1%R?TC>%R+N-X^Qs^L54=BfSJ%78wcMllR(L;xP(2NqX
zTMVwv#Wd{N`Xr?db4v562OA65OmmH!^d#MQ%Y6nU2hA7VL_Y?^%S%=F-17YMYjV&%
z*1l{IZ=Q&b^4?gWI3o9?WZD#Qn?#<}G{TcZ)(<eIGf`s=n~c7_L*)E=Z;Y{?{W<DO
zf=%-S?i&m5Dfy;UUfr5{b^j$IW=M#<TKwbPy~Pf!P?2yzkphTveXU1jXa>H!S#}0`
zdYrny2zCf<C=m$!_s?1t<P6k4MA!nVx}IOfy$~zp(Hq(UmCm;^@?7Z6)XPU(L8P%k
z&;A3e#|a-0RA~w+ocsaQkri*=Jpaw8n9z3o&Pr#RW?#8`&TWx!4Y{)}S*5G_uL)z!
zad%U3W51;Rb7yabPs+RB%?Jx<_ope&i(%34=9qLWEIFu4QEj|JaCYGse<Uta939*6
zo1FtI_p39gTk|Ju9Hl0p?E~`)CkAnSt_|OMiis~AM(WmCPn=hBR&bXUUw0&ri(GwS
zWL+my`AKQkR*|`)Ki9-w%eT>5h!Jtb7*tAU*$>AL1{zTto4VsM@W?4|-ocE_8NQZ_
z0APC<?qR3`|JfY&wb$02Dc1X@aB_niH52dv2QPx8rQsWzH|@4Ukc`o*d~QEBwETo4
z=EhxE$2vjpRU63Mgu>|IlP9)XRm90n#5p6;j+B%X898CZDdhU?9nQ+mR1wDXX3u)Y
zlNSgBY3?c<0eg{bCKte118-ic^-}efzO7|FX>1aakl@~c()8g|B8n&kwnNV_sO4Vc
z(=T{{?B|e}m_UR!6Bu%U=<t<)qAw8X8-$oI-S33XPx8;g?(tPDR3iGSugY5zL54{C
z2qVHCzw;A9T;Qz&C`E`v6|FFw#y_yfMxNVm<UhF2_vmseOHkKJze8ZOMIL8H>&f&;
z(Ym#$lZs5zgN+^~HhPhnpjRqk+zRouuD1i>?t@rTJ0m~R%_}{((1l*!h}6{;6h3w6
z79N5DUzzY2y5@Z^mx})BD{Z|!A*sLfhF;sa^IBP|Gte>HW-*@CNNTgJZ_)ky<xBgV
zPbR;_-wnbj<i}doAGy>nYeXNJ{#qOt{ggR1I@+2UkeiX5yN!Z^tjyJxFjs)pp>SjW
zzyNpE$V-2NBn{4`UJm7#Qr6a7Fgra8rU^#=3&=2A#C1^qZgc1E-6=2|AT9?}P=^SE
zXJhZp!sa@HQ}*+V@euY7F_vN+q%cj}snZ-Iu7oOXVP(Y}tqVvww2mlBL`sH<*e6ml
zaw1=X$jO_^(zHqcPm~mqU^)BuA(%b65XwqRV_L&IQL#2m{JbdfTRIHmWH;a=baU=?
z-SdIw=AIGB|BTHs*q(rU=Qt)~L|%MJX({Ksx&K5;5t%=Pvm46Js|0iK?2T4|?i%xh
zotpz6@38>gfPn@Hh!3U(S!_iIt1du1eD~}@tM$Z7Y#%<A44i8rp)ZOmv3%}x;=~Cm
z_~4-D=qq*RU<^pUIik1a&+YH0F?}1cdZ{X+?n{<e1*a7s-u#A7$$M`vx5*P_p8s?>
z&4kPJR@q%%&vhoYjCNJ-4fAQG6Oz6*jgR#cphg|RaRKLJ<y$1CKO<hh?E-|R{o~p!
ziDPQ}u3b9GXOM~-22L1qOH!_N&5w`QAg8XL_zQ16T+-Vsi!>aI+s8=b85acG#|h(H
z@cN-ch(M&{=>egh=QXwIiUG!<!4mKc5goqai%Nylh6JIgfe^*Q0QBs+55|8M=@*w~
zRSgDvTau9-+gZA5k6DvPF=5n5EUrLUljHh$K864{QEFaY*p2GxF%Z5r03NUoo&^QH
z1!Xd0tJ#0e^jUof@iUNCI3P8nV(A}U;*WSjHafM#{u5J@I0AXY!^<j|?^7{ceZFG4
zKa{a3=FJDPJ+%z#bkb8#cCJhSq2SC)MP-_6poCS87BPKJ9$)RkrAwDOxLp>=EWC$0
zZ3HRI0(NnyD2K;??8&hQg$Os_+e6W`@8@_~I1=8glv>RW-GKz?GPC)yl2^99xpxK!
zFQbl<`NukzK$j5EVjtuNHW^Z+4s&uoMBNmQ+9n_VvBa}yX1cJ_L45ZWiD9hRKST^I
zu5N<fVB|5KL|&Zl_*t5eY+~g%f#OPVJ21z~D6~bGB?vUIl?aNCRylX>j?)Nki&Nfz
z&i(~%HKRPCUXcxD!O$|tp}21u&yj78!am6D&lXSsh`)pX%hAzR>q2C(aCIn>E;>1%
za$7#hp*of9i6rnx!28YTdvF%sm@n)BdlvLKKjK%XV7cLg{)V$d0^3jtb`+(s$00H{
ziGCd?;HZQ5Zzh0pD>3eNc%|W$y}hw2&?FE!=(@T+j5drT@Q6aE0oD`2$n9?GXZV*M
z`h4^tkrWw)AC7mJ^f4g(1jGf1dWvdmPWcDsueB78dlE>BDC^A9iuA6^eM4n0_=h}a
z_)grj%;O(=bNocc(QkwM6FQAI#pBm+$%kxPE`0ETC7_aO1qG2HOeJxaKlfYs{$^=c
zPUX6Fg{I9t%RL49B{!ao_4UZJD@G3#rcOWNd53S-j7@J7{o)kNM^S?};{1*nQtj$z
zg$MvZ8F5=8g0+>28i(3JNTWx)bdAjsi`LuQO9Qbb_{sgFZip$+0|J1vouDBBzSPOd
z_I&LqCFK)*;VU>S6NuDQYu_w~;U#_y!h3ZqT$O6`@WF``%5k@@)X!KI#^(Bi*q<dH
zE9n~7eou`2tP{L=yx8L7OVYQ9jD8<4`xwO9aqyK17GnzR^U?TW;ic1$B3t;iNi{jq
z6aap71XT!Z1Jp7l4U<j?Tp*H8LvD-MVbQ|HT1`vq9`It!vpw{LCqG5X<9sCskNCty
zwTG^g$gPtKD@n9&v<*!^$^kt)s^XrApP&|{G$(QpL|Ow5tpFA<cYDNwJp{F%rY&5`
zqMLnkLx_w;zT=)pMn+{yD`eFXoh|FOrz0Ldea!r7I8anFg)Un-CM-&`N!?X~d2oKa
zi~E(1*UJ9)N|@e6v&r}$|7YBw9@|l<{(D81`S-5<Nyo}QKJJ3Ell8|jM&=-K7{eh%
zlpuNmh^v9k&rg7MH9&k;{#@`^)6;9fOZo|)Eo?!emb%a4@gU5|L&4$QFX9b)|5;*1
z4|)JOqp`Oacc6>WnL#yef>cl<R~Ux_v5%pbwd|PiSiIwZBAc%G!3L$8Q)q8~4_U5K
zx6u>Za}0C_chPK(C$CW-Jf+4Letu<y)nkf{#bfG~$Lx2ciDKJ*otzZ4w8I)7J0NO5
zsPa9Br&P9U*ph^=V!2&KzVkFz$k+l=4G<I9tZ_l`!^Lm8g~&f*9D@x@=Qdwm!MLwn
zKc|u@V@_Sai~74j-!7o?VmN=~Z|q8+$hijk0|!#W5<g$V5=AX}M6EE8ze=y83x;zx
z!7c2q=D!s$To^?}zy?|;6SPst3DOPs`h~<MPV-wUGk!Siy?-?s-&p!28nFHby;fu)
zc_Ao)>cJgCvS7Lo+kp-Jgtyt;SngQZpWC}4t#Kmze2bTJb1Pc(ey>)b-|JZa=$pNM
z#maNh7)_hDe<Lt|Vr5QS=3FzC-s798adKJp9Nq@{OHB=p_qbD<VVcpODLihM6Uv{M
z85Aw))hvA9t?-4_jI*|9M%cR0bjWu<dZSVB2Z-$Y#zsZJ$seJ~jMUJM2L1XyN9^tQ
zy2hTepnwr%PHe4Oh*fVcO_1igOlwH|93>+*6f#h5q6%cdj)en|8r>KH%wSz(fQF>p
zNn%41<N-`dq^jw39~;!m4mo`{9&>$2d-t@<s8d=fM5%INNJR&lf@_rmrQmD5-x`w?
zQR(Lfg2D#{Th7Xun7nF}jFbv9&$rf}!f!Y|SSpBP^Os7B{4Vgoz`Q~kI|T!E)Y6TW
z2HNTNx>;w+^}@@7W3bDl_zryhCr300wY3Q6XNCWZLoLUb7BJJRe~NVT`#R+*p-rwE
z`uY*UX+pSl%fFRnG`J3Zgn-Ryb<U*u=b!Vgi*KgI3SF`m-h7SH51g4C4^@Ag*|OG=
zt$P&y%v8hOVB-_qcX)BYo22mOY?ade_{}w1e^+bYqGB)dfe8uSl`Mzs>~o}jARDTU
zU6PU_LEn#)_X%QzIQ#O_w;YopAQ1N<SNah4>D5z2U@l6Gto9fG#pTl&{y>DGe;ymF
z1`-nvBNL#nw*3VU;oZmmo6Pfn&dL<Eyk1!1cloSbk_waRH6xNkxu(abr9>q`!oTi!
z|9%KwJk0j+?lP>H96oH5(>C47q~2wr39Ts!k#w&h5ow*!X1ScabNDzL8!7BAp2T4=
z^27V@nm4Q`xLKERwh<0tsJ8wIqeIlU#d8mQ{f7@8lvtg?rBxXCwhw*{vrWbUbr#2b
z<hP6PQja{Z5JAeDx)-a&?Gp9MIQuiM+bqu5_`9su)~>H#xas_t{YCn}$CrtzX?0wn
z(T!7mdGpKr$?x6h`Wq+5h<{BWkA<Gzy<?@H`sx^|(W^@qEO-Cx?lww%NbtEk;(X>%
zjb^NrfZqyFNHjcK%DB`0H(H6*GZ?886Cf0?M5Z5(x1^8nE+U1Fn_J1DEgzy|(C-d|
zJ%|&WhMxX@WMm}m6H*jtjD`B20CxQoIZ{^Q@o!=$7i-`by6e+hOGUhVcn>*KPt_l@
z5oSIcDKRAfz#q<b{HC*9_9EYskbe^RQtvH|9$s%(HyNwv@*eBLvc6aq=o*QNxfK1E
zvb6LT03+}fUxe|PBitpvOitE~H--J0N_Yw<Y&DT(lz^td+6l@J7_NlVBm5u<9OQXR
z2>98r5lVqlsroTrWj)sWKX&<(^MqYK+CD_axf7@(y1@yg;Gukozv+ESCRK5&O}Q(j
z2qD97`c}Hw*FVV0`Foh!*p=~!-zy2#OVdVecdcpR1oDckf2?Oz>B9Alm0Hn9JH^NA
z+QqrHIG+<@Vtu`vsa-^4Mran`WD0l{hYEqLKuAO#cfvN?rp*}+E>5y}k1#L8V|tj+
z7+m%|BEuVHKTmnqp#P?x1@qWo;jHe<LKf!jE3R@GX^EFLt*%dMW5lMDA&ZXOSeYrq
zIzUZZJj*Xiw>s?)Rc?WIx2`xzMrok(V>+sJ(X8*pSO={FECP<5nE;$aI`rEC7?zmF
za_YHNwlj{SKEtcL+L|P+w||@?f?-u-&NkqjtHE0asn`rOC&XK5Dpc88Sk%Fiks!0<
z76zuhMEJm|9CLAXg~1&U(Jm~{_B;g?L=+bldJO+@fx{*E5Vv0}(R!}T_C$K`&U++K
ze|C%bH!C-7ZN2u)tgHZm3ZWx8FZYK3+Hk%1S>y=4bf*I*1(i=FFE)-#L)|Z6IfU)3
z+x?8;XvfuZFUOw-$GNu{EM2}Wx^az_e3`Jj2mK0>07=S6Zez#6%4+f*g$=8Y(0<bs
zQTADQo9)O#**_TL8DYn9Hq?}XQS^PIv&{*i;^#|wMMbrk`hn^O$TdQ{2bvwKPVT0|
zliHHM^Jr~_7_&ETUQhFQw2Eaiv&}LzR4qB}sASd6za!Sp`OcVJB$SlAB&-Z87ykB@
zFO?k6*t|0q8*Vb<zGvG9>gW6RxYr0(l!W&1_VMr(+UWc#SSjjLX=*Ife-UBFZZ&LM
zp5@=apSxq9u=-%l{*znxknZX85C65v&o7WieexvP?U9@?K9d;1Nihqb@X6m%&XxD!
z_%2d|(NDU{7md&8|I=1};lvb<c%&ObV9&%XqX{|0eJ2;M3G=d$s#qn+*8|ME05G2f
z@6kc4{aM6@(_yAijd!1hK1tdsZdcELW$2lkufDkS(Do1iiNtRloxX^l$G*RcwUU^e
z92^s)ikV_H_Z-c()6{0ncjJ=v+%MCIY{^6QI6`!;>=k<7`tt9Cq*+~-Q%f-Sh@D8y
z8Hzh!7IIc%C{IK!oUpA#jJQdD+oSK8y^u}O%j%vukgaB9qzVi<nlgnuP`fUQGG*ZX
zmKM5>oX7I&ES<Tc+Eskd!Kc?fIKb~Vs`BJ}PD`b!-6j_&=Vzq<l$4YlpzZ4nQ%xDe
z0)@4^2$#XL!e?ILs_K`v%F6n$<uvx~8X6pY((GKCx%~_iz-sE>o*Al!p7;aafmZyv
z`aY9aOBgPBC}T3VT6XbIT4+XwJ=?0t^y7P1sx=oyf=c1v-WHC$>5+!L?($7lx|D4%
zPQi#THQybH+i~74aIayC^X5x?Dc*C)OZ;8!xxd5LK9OP!Rfi^+ko^t14cK9S>^3&u
z97@J!#Qk3DP_<c0lob$UTq?GY)??JgZ1$LTp<<GNvIP=C-l2}ft<yl`LqP8qEiBhs
zy1zdYyz%1-&J=Jy4s$7bi+)EVA(zo50E29q@G?5xkyK7P)#8b5F+9n}VJq%7-V*7t
z&HaUSDwpLH&Ieh9N?cN^!jZ7kZ%dMfo`v;VgeA9%ri~?Y_l0$B*7ZXd7A!nNedD<%
ze=P-x8F!SeCu(u2AKxeE?M}c)^Zi{xotzvTbu?-s<9J8zpGgWRDF$k{eGN@v6s}o+
z{Y8NK%*DwcEib=a%Q4ulUaW57^(JrOfUZ(!$?2DC9%+lWYJtfy(Fdj3zN->7n-i63
zVysQP*a1(Z*O-|Aoz+ZM#&fe`ihv0e^q?FVM*$ajfE*3NO*emNng~v~gky-ndVpl(
zExsTUg^(-9-0JNp3FhgW#YS$TPX^K}h>^>dEnBFV(pRV2eDOU55F&=LUK6nIa3~{*
z;sVf}kJt4=*eMBGG=D`?c6*_Q{)BPmpygKOf<5$4)oj1Zzl&`m^SoQ0pusgYthx%?
z$YmZfyDpWH{JT*sa<M7|@73l-OR~uK_oUmW2BxgJXg!XHD*96~v`?+u7tAWdz)s(O
zhmEeg3ERECA=-)i`Uzvjnqt>-ZUN5o4?mbZcS|p2m*>iNJG!fjjCl_pY$p=Bh_Vt$
z-+AmGkVX&>)tYjV6_fFg!zBb51>MyWQF@qJSnP!vJOQdeCr4!-0|65F9JOS-&q~1`
z3v$&lV(<`ARtR@L!WkM!2o;lzuIji$;}`2Txyxr2<x1~=HeecQMq=E%cRJcj&i5?$
zKRJ@upDeB4@wElN4v~5WRJaaxbR+JD$c_9o74CBKFx9tj?=xz{RDc)sTk<$iw$ZUg
zCb-IZoqnd0TfEos_NPcSsqH2aQhXd`#m=8o_VzuQ?W!bB7+4G9I3mFN=g;@yfVy<7
z!MI}U`S&qvuTHTZ6#v+z9MW|r?Y>4DK?L{bysOfHiW`>=$TNA2O~?1`1bT6dKrk4a
zZrr@dAaW=BA?M=^S*9S*Cr83AQ;pD-xg;9<{NmepZyMK9Em#x{O-<GKPx~jUAlR+|
zraOgglmEtD<g$2eMW)GvIdaUzM3i30sz3fH6W1~Gon7=j77F!|92I`2w2tYY<L5<8
z9Tpw5XXX7Yt?)hTbQLC%VR<}sV$%Q?n5R&D`gk$-F}n*LUb3l4^}Z(H!qPTX)TKMC
zr^R;O)UcdNSFkU}iJ>)TPkG!A_OnvFKOzY630G)(|2;|>e=0UX!Te$OR!vP!jI>br
zfVt!7>Us=hWXPw9(TcP1&{425;QGwi9*Ucs+E4l%L`eBX38#_fd$m4@?NlM<yCW`^
zh2~rr^|Ug&PIy^K@V9M(g29ey2C<D0LoXAK=Z82MzE<0bVH=Wj0T#bIPH71cb*JC^
zA30wv%oW|FP0rD;&eB)?7O{7Dm24#Gc6Ny?TvzeHF;F0KQw`p4)N`H~Q>)#d-{U!U
zI!|ul+fKJ^I)i_tY5Vh@Zuv2GX9-!_EdKf_!9JM`aPV6|2vk1CD+!dhNU+5>Hf<`K
zvf3=Ihjz~beLI5KI(RfL&Sc~`L1qL%;U~sbAN%k3gR2aNd4K@D{$tn{5)pfI;k5=2
zJC{A^_wT>H+<K1X&!phoNL4H`=)h{iz{>Kt^S|!fsBB0vPZ}qf9)to2GPn$l5v*mn
zx*x?)1Yi3=Fy9Vt*Uvs)3+3t8DVMo(e!)=ilBt1qO$!I_7u%GpQV+uVX6d9~W;+BS
zEWBvr_QusAzga81ZU3Wc0Y>u4TGCRin<^ZX1P6B~fqM5l3CNTAcw1~TkH*jj38w)l
zCfpVY6*=aLm&)C;+7_7PLkLnB#(#wK9fa@bR{{1LnQj8WhtjMAwgG=I^U1@}2x?(H
z+{4-|h5VfeL?1VP&AWGZusR9!F2QAHr{7)73Y>w!kHJk3mLR>kCcd9<7#XnueXZ%~
zp$Du)NOb{S_{=7p1Nwk_ol%5&b$R*xE47pGDZ?wd57|tc{}M?EyUG`M7TdMj*gV4Z
zw1@#l2lt!%3ggHH`PI@R={TEsiJ-fKaR+VrQBKZ=AI=A$0)q&W4MYz7R)lCI=JsNP
z_1gEv)zw-Y>6p4>+HSEwTuGKkU{%zk><fP1zA9tyHewodban$L#-|_ODtr6t%>!v(
zm?dZk9PSK@RW<7|EQ!I4m%51rCAl)ngfT9v2lpr&0_=5VE{)9Vvz-|KvWGWgqjhRo
zla9IHH94d>q))R@Bn&F-XQ83yPB)`fEnXDT!N(MugqE+1#Kam*2EdX8M)jlD^eMl?
z@EiRB4J|E#|DspnAv`=hjO4fQ+Y(6{4M5r&0VAqvXwZ_8Q(XZlNhB)6-k1iS<FKxw
zQt&jo@p)UdGw2)j=pTt3M#4BW{In|<Fj1UM{BXb~ZhYuN;IRF9c^a`e^txi+@G!?D
zLKqzxn6;x56aJXPqemp_DcoQ0a`!m8xryMOBS2~4RitJ`6%-UOKE;>JzqxcR#5i`Q
zvq(YU^2n*OB4ICJ+V7e&W-MzUfW~G03R<C!k-wX<CL;<aevg*e)~L3g9ZI#P-Mg1s
zR3_r;X7BiWjo_Ba{8L56#M<s0;W6>L9eevuCik(Q<&h456<e$BV@t6{t0JiLOet<%
zMk76`qjUPCeqnEuZi<HF=t?E)WL$S~If`~CmrnYD&e#`qRr<>#2H78Y9{kwFBl=2S
zM~4n*{tJ7#X!K@8nia`rJunvCpD@mXckuau7WIrSLQDsSrO;HAiOG6f3yvlX)!w2m
zx``4pT*6S&E(Z*ZH$ckH!a`e)v=55!68t-)#7spGybe67IVLTMDJgpy7!;s;A#9*E
z3nz8bwEW+GXlZFV{vceyd?!{X|5h^sfP-4Gu#yf8Ie|paoWO(x(|JBQ>Y1I*+*b?W
zxfyeFf&s>&-x&8=6OA!()ne{Y{o^I(4H!O{Pqn_n<xb!|gd1Q~R20>~i<jx~f3Y%5
zTMsqa&h)W^IR4kctnoJv%_5$0+SANWsDwA=0%+o=2M34fQF-%m_6>?3s(<4;ayy^x
z*T}zBk@k~6#=X0T>Vzt<uc+nteC+Nfd}tG_B%}*=G74Wl+Za<Y%XG)0@26ntwu`#U
zYil{WH=P56!nuH)<K|k#D%}EdUo}BD#rw9VmWDP88EK#0tGMNEbFJUP027=V0;{Al
zM->Q`=Dz*=KY#tY^@@us`e(3~>YKYSRs$0h!J;G%RCG3AduV;H2)*_xLKg0;V7tV@
z>o?P|`~?7k&UI%(T-PIJt+OO%e~>NXc$!W|Da;Jprd{4(irXb2iX)b&yAT(HKf(OQ
zU|n6EWlkM3NI?_11ow{$vb;xDfs1{e9|UmMRNQj6(-ICP%bS{-sx3-?6noKZ@1ChU
zIT@ZqettA6&D9NosfR9lowonulex&)DVK9(X*;<*-=@Bv&8~V9WYl^u0BT%_{kxIU
zKg}Usa6ydYoMvM(nKuZNocFH!iGSufHSXz|Ol@7L4-YW77z>^VvfBlh2mm-tB32Ze
zHC1SRaH?hU=L5JgO}JZ!SvwgGE$x=6p4U8=OM<F4=N+^gb%r~B)UK%DvJ6r)1K^50
zzt>O$K_ztnA|ObA`5E`8D}g+SnB7c+;y}E}Ko)U=BWU9pcr)chL`;(r>ysfF)OL~>
z(iA3`;`ktvw21(27$kP-S)d(AkWe#5l_T+cPVkqlH5dJ^Df$Z0FXHiV5=L4BNh?g9
z5~@6%k8}6rZGJs=jrzN7w}&51fV0wW$rlddvJdr5yDJPmZ{MEk%jY1LCqCdlIy$Tk
zjkUcQ32IX*Jo<+^uHqA5PdcqHTcK7)$5PwZccZ%Ikzbi~!SV3>B)!r4Tcz&vikFZC
zo4nouRcJm;J~6UTgj}udHCST{m<KPk$^;DDE;<dcfjAmzX{GV(B)F!q$o#SmncOEw
z&}IXH5cFJk!HXqg4b!RXu|R!h<Xyg1{q+K~Ne+{Aj6~T_p3Lob*1y^qub*}8+vZyE
zGq*q-+S?o)zH<?tCd6z6PIwqb)h0^)MPXOqF!JM*jQe~)c+o1;sKH}9Q@IGOX!R<E
z3jgUMKH;#8r13#ocA{`$Pk6uab8TYp(U=O`)#(p_>|oPRg*aKvT^YnZT&lTeTj_%(
zDkb=;!aL6#%J{BD%cg%XQ|5Bv%9yntDG4vB;SYD`w{^0~Z-hc&QvqNf^o(nv&vGGm
z!>j#B8#F#K5gZyS3*1mX@E~Ce02Dk7UTN_f)8E^9FzYaIs0hW@{#G)!>$&1Firp;u
z@JEQgg+1B=T23gC_pq?2A{Pbs1tfN!6Yr6gv~MR7&;a@t3vPgF<_b>D<R8SC8?bU7
z0$WbE4D@n7h8g=;{PaKa<cQZLXyFMY>4ez%_sHJ~jHu+ZbkH-D+)ub4-1o-n2xCBP
z(AnCiCQ4Le#EXTU`@47V-oWS|=CciIx;4+cVS#f1|5QeeFgsiV-{+-Juucf#ybs*E
z^()ejwukp!=u!aAInY|GdsOxWZMys)l)ZU4mu<T?OrwfYDN{&;L=+jK3^!33%AA=p
zW-RlNp+ZWi%ySWuF;kg~3=xufCS{JwP?5a*+4HRRu5GRN``+)nx6L2!=YD>!-*sK*
zc^=0;9s6ROY!>Z~D^hW{wm17q9zEkJ9^Zf9FVIUdK4`?W>;C$A-!IwH|7<uRI4JJ7
zu(gis=vDf}_PSGb-8(K;z4#m-_i1g}9rQeW2xPE$dJq{8x$rBa7it@yQ|mhou5;gs
z6Oo|Ih>;GHH<7bS%f{CHZw2e~f`Wq(8A1Iu_-PI{2^{aIFqe=VRZs^Yi?p;Smqpa!
z*nu4cDvT7ej%M$#KvoR)JY)|&*Rt^@&j??<>#K*1cRsqNV&~bduOP}OvXiMuGs9b|
z<JEQ{DdViL?l6RKm)`hq2jO`Y3kXAE6|v9)>(%sw7eVcWgopcKas<i^!m0<#eOm=?
z))A?BS|BKK-{Uj;RR@F}5rKcl3f+WR_(F~p)g1cmdz&rKR6Y+VHBJ$n+Qn57q2?KU
z<vzuV*<Qxw$GtCW+SRww$hjkbwV6P5C_xC`^7Z@o%UIr+)ft5Q6j>4|CBT!pJ9leH
z=<p?%@rRibFA9gK19)C<llZMP@*F}22ECUT|G1HX&yjpdO-m;oCw*j-_*|{~5Cp|=
zJY`g-v_07~yNj7-h~$^xC;K^%u(%h(crYQTqUSpfc7-_60xem0RI%yXHe~DF<YrtF
zl)?lJGaC2e(9lqZo)2lNhg9r0w@mJRQ(M#{s`!ghUExcH((|C_d;l?i;Rb!qOWVZB
zyXXB;ryu4&{WD~fE<wpgfp3x3qUvMou&BarW}n4pTYANPaua)WXWcQ0jv2YnpQ@##
zR`jMkZ{7h91^v=KF|jyks#G;JOf{L5Y;C^0E-3T7>vVjB@q&JoJLI=`fK90FTp^*M
zrav%veU1icI>()teazil#~$T-vu!h7Gc@s8@kYHONy}_#Xcz&aU;_9HRd?-&M!r;D
zhD=Laet8fq51Ugs66+K?21RV%=zYOq$ar%GGJ(9{%PZISF#}<eF453y<@CuZy}_=3
zqC4&9#2cBsPCY(34PD*7pMq7C50=_~G^P$vb|VM&HHsNfz@f^E&%wPjC+F@;tgicT
zAz=BlkEg)i0|I+|rI2P~?gTs)&*>I4(mR=$dfu5`R1#^pY)#+LA<Ae4K@84MI)~yZ
zO0E3@@P%3*j$r8PW<FH1LGjOaDFMEXI=iGxmU6zlNiN>f8RGhsXR$r_zTik;t=mT9
z3JieXCjQeftoEeCxS?hj&*^}NuKqi8j@sRw_i~wGDH$F%mfslcXYv##NvxtGyU&|1
zi2r($9HX*viux_01<JXC-<qk8h@{#p>oyc3uF^O8^R$R_)Pu+6rkNM1F6r-=UO6k*
zJR+yu*nNY!GJ{g<_F2xN#Dsq^?2YAqcW>{-lg+CTRsCG5XMSvcgMZsYeNT_UeQ__u
zAKyN*nciCK^WZ91>(0#i3k2a)XANmishK;nG?(~fJL7Ig(YWD#ZyOskm6=N}nvG5D
zX=7q};Uj3EA;5lmC6IbfCaL}TN~r6Zx7bN;1P5=Us90HyxfJ|<!<Fm=nn!h~41-dl
zp5RfSYIdDSj-Xy10I~p66`^kY0|N!!*ZP{Ph_V>79uS#Y@>GiW(%V{+bo+D90iT0W
zCuFLYH15Af&Ho8+u?t<C^w@{<6<uXF$f)S*fF;NMcsT^EL@x1G#MY(cWgq`%;QYVt
z$d`T=3^n{5v9lY$qy55&X~_!KWpI8p+3&iUPu<Kmi?H5+jgcI)(8Zy}N6TOj(zLa}
z@*<!y0P)JI`O5w&_JTX_+I88TUac9L{#d!oU1Fc8oS#ffO`Fl_F1d|$xUf6q!a4`s
zI)f)1L_N>F9o>C=*7|^tInxWDU(dgMI+(9LH_&r@Hov-jX*##@$pE(jx;!8QLnwSl
zpwdCX@BwO@8tY09pJe07oo-elPYjGc9L%7<NGFG&S!?}F)!nbTZr7C~#SL4}0l250
zw5~AT@9zP4dPsxMS<>l9o_E0d<a^Y_2p4W>9LY9obF%8S#P>VY-vxBa!UlC<L2rV@
zl$o>`cSCeum26jKn|eGzsf9Ci>(;HH1>YSL;5;1==6at$Y|GfHF8##zJ${)1Vz`r&
zE{U|6VOv#eUS%9(T?-qBeZz(7^Y(#u$4xZz5h>@j`e)QU>UCkL{E6PQ@xiz0GnG<Q
z0RhzWulifU4ODnBR{=a2ndL+L;5fz{0=vCMA06GiAgC+P8=2`*koF@~29w%h&};(Y
z{0n>GVP0OFyH1;0PUUX>c6)T`_REfv<J(#K4?e!Vi&#rg7MkxI4Tscr7XTVNyIic6
zfM~BV+db@g9Th>y-*{^l5~Z%t-BK{yIwZ=g`;zRMlq)H-qXS=m<F%lk8od>#Sa$S^
z5AAM4w8Et&+1;HFKph?f{!4+Q8kt?zE+$|0zkmEHDb<yqr(?O_65~I~><UzdkocX3
z0)|n@ih-y`Vc|EwE3~=Afq&bB>))2HIs{2?jLI^n1YQMb1*7AXK6gPiQTOiMoBlG-
zsU<A)|117v*QzK?*|E!*7b-<aD26_@ZVzUyqLDTz=nr+V|F*A&`bz*T1M%_kM9hV2
zVhF=BHJNNngUW4qc=$CoR%mPmxQIIf1>v=;SNGyf2e>Hw>?k}7P!k+iHD(=(j@x!Z
z@Os|o6kUmM=gfO66R!6lw?bvQU)n<?_L}c>`a#poPOGW9J$<iAxZ`Ea8s9%FZa=vf
zm<j{h`#sPWuuDiJpngOdT0+VQXgGW6tmzW3(0#59bJ!6yu9{t3T%`JGNPbrG+;~eL
zYB(1V$KB-~C+T?^5Eh%42NPjM4aGl6Ep5>Qi~k>>DpV5XG?oqZ^^wrU<;`YyRi)3o
z^=HT5A8JnqQWyy$I}qBb?K^i?CChiVGF*rg4MXMo@cw<t>(@{9zOWsGa_88dqllpg
zpn~G>;lqbS#ZL5(kPpzzG+++GVYq%$>J&Hz)9jNb&Fj6bmeb_T9qX3(*pa4LvYd$e
zeost@$WHh1HTyE1eW>S`i^*grfPmYXnHx|DyaFgz4+`nZ%;KgNhury1VxHojjNbQi
z^sx!<Gxo{Q!eGSj)$|5r=nI)J2m~iEXz)aIzS9?N7)yaMt;LglgTXJb%`r{=`2L-!
zUw{|PK^_x^>FtD=AoD9^?LA6vL5LBLsJM?qLy}`naU@d#BRKp<{(nGM6eEWN($dlh
z-%EkGE>y%MkO%0yi@Uq3wzfsvAG9Oap!O9SFA%II5CX{AiCqIpHT=TowMtilDvo~|
z-A>3zD5psX40^y54rf<|9RWCc{{D7GBU`@_WH4DcU>1ZRtSDk1(nmr)1ZJdygIM35
z_!(ZU-IfC!dc%*;Ky%<fGVS?#^2DrQzOtj5F5Th3(EsHiQ%3M?G4Wse&Br*VJblg2
zmFi9386SULNH=$02Ws=Z5Fbj8tmR)>Hkivem*p(kfsBF;G)!+u>?9n(#Gi@T57z-E
zoq_;Ku|<|WT6XlG`mn9B#TjgR*S1h6Cq3P--{iF0Mzi-jl=(Y$@0P_Fb>tmx1Ea3I
zpaqhQi|g{YkJZG*hxhB_nAuYQwSR$Ha%ep<+0*-vqB~Ti<PV?^x`$H08yu*{xrlNA
zi!-Hj=dq=~fn<=tSx|FOknxb<7@q@yB2(xwF3zm$Np3DAVda08EGZy9!8T$H`7Ss}
z#z0vkx=$u%W_cLl`R7}(S6f#CZan<v7QdlSI?<{h$t=6qGA1{bqDm54GDc#t!t_EA
z4w4e<+pDT>0mEaACrL)3a><u0jDVGc)v0ZoSsLsGivd9a`_ZG#`9gz+ZK=xSF%*}#
z7L5;l^<hO84%QiiH$Dom#=CX_0d1BF2sC;4MLA9fILJq`ojgDKs3Y=d$YT%@=qA1Y
z92YuSGEA9})xZ-wXC1Flwh%8dGBwoz^CJ;f!Xt{sr=qKSFC@gOhEqH8owTv}sg}p9
zMm#?@Ken}GV&Ue#85@!k);^)6$L(XuyU-K-Ok2GFb<_NhTQD&YtcZfh$Nx|8mmkHW
za!ld@I@az@xmFV^gV<F-m~KQy;(tP4rC%$z_>E!C;Vo=I%-$&e!_aHzAhQ;qEAQqe
ziXzc(?-KyN?eWk>4}VU+aA0I?>^A-x?!xdw%{)^Y<dAL{!rsBo$(h>Gc^MuJzsCFN
zBje+m%K^&1hkxzd^*h((_=CLFf8Zb?Ss3i>uW7waO-$4`J+!v6LYIL%(V)a};J}+y
z5^OUZ`P6LXxa}@_`UbO*FbIsF4sQr3ddkg_(0nNSY-8OqgS-xIA9GgJfG)>}4=k(9
zG4v%5PpR3`0X;>>P5Be3)z99+Kc<DnF>*j6(6gd7Ae%3-jF251{ZtYtAS`+np&>e+
zGo$}()hNF9(0cH}K;{+c@z{`@Nz;(KT$C5><9^&QV1E>RP6o0sGNKQ=EYG6~b8ytF
z=kd~I{^Jjp4@jBK)t%hDwA`{cFfpSJyH(%-Aw~ZMhcWU_awoKQcQXnL3s?2Oz_Gj&
zo8_OCWgM25K0G<M5FalH5)n4>3+MyUMjArjL|UkhmS;mlLvC?Nrh>uu)fu0wz4Crs
zbq+!rgu-F3y$`K)2sX<$%lr?0kXf8VRd8KM>jBQSLY{-n+Yae0t&2WtT}Yew%V*=u
z;VFw|V1%aI>h!%<93@v-+ql;9zkgbufB_pQDosE=Twh)JaUBRL%BC~o^QRk>wEbtk
zUnyi&ryLrdkSPjro~q9oZ`EVl6D676dJQ;vQxh*|BcGIMBHl(AQ8rOg9XplMIswzT
z+2{H&K~oI}1Yxyxti!mujmPf2N8JZ4N2SGJKFgl0Y{j(52>pK^D>3Z2O9EE&^9A7H
zISqvlu@{nYhrkRtUT}l1#fk%!a0Wq+pj}Kbn5;nje?Zs0hV>LtYp&WkrC6TyLfBC~
zb~`db1vuQh7~ySRUMToa;~G&hAn})t0^|W0LUXm0eTUD=L@l8<m}(8B>;@-aR8(@5
zE4jet&0e3>K$SGZHwhE73Csp_qN7VpqVr3|oi$neu@<-15nC7G0r7LfX_^5P3(=av
zb7wc#n9?6eU->b2>to5<!qDp!H>KUL$)r8HXvxH$XV35YWOL?j#eXPY7Tw5oUHlFq
zpBWCEBYMT5!1R)g2v<T}R*!G9@-Mp<X!Ag|yB9v@y0a@ikvQ#ea7&@3WmbQIOi8S0
zGl(KjpE)y!=`iZd_ti6Ep2ey?sRT3C4E-lmO@>HiTDM_ChuitN3tCnTnHrX7&+`8#
z>CgY}^D4?uIQ*&ioOrJ^YOuOQZ&A=gJN^f~G#Cvb^WuH4h`<T8&ZoS$a_Ac7fP<`k
zkKqS|ekm+Ix;ymhycFd&YFph6XW4yBz(&`4h5Q-1ZnOP{{%F+Y8EEtsh5O$CTmd~w
z0qm%{z1?cgJNh&hC(*S+FENMX?<#3VAc{#bkDyiL-hao=m!+0>;*7AasNct_sha_1
z3&{s<Gck<}tg8`3Sn9Hsa8+TD)p2>r@R%5RPy<+SBuA8Ry4b@oBhFtgnT=f!f@b&=
zxdGCX$VEWyWR>D_TwsD!5N!s>jV62_*bw;q@c9@mxpdMKuoY?+{K_cdc?z5+WFZtw
zj>hOz53qUuWJhV7K35tTmm3Kw3)t$3u~o^WmWQ#|DbxyOEwd4ZK&mTZx4^R+DTvTN
z;5M&0T~&hofGR9pX<1pnOJ8&#xhFIi=JyaP5m?%B=Na9Z;wj!L^Kr7jV&5hjf+(~2
zVKh!;dMsX({MR0!8bg~oxO4F>s~T^nL}sO`z4~f{Nq+v}R_4NNR-u~<la1|Xht8X(
z3j?8o6YEjC1p?nP>_$3!+LkBt_`2nMa+ny;#df+RwS1;fnryjqBlAk}<t<R;)k3n6
z9v9AlT?(Bj^_4beBWzRN;&UqSF5{y}Fb7~2qndl{7_v(QSpX4?EG^}sWre1@;_Vpm
z+aS~sgy6^V@v{yN0w{Z23rq+eaQ1*5JQT#aDqZXaStA}{H!Nh2zbIY-PI(>GmEY|C
zWg3e4?xWl(4)IXd13ITzdUC+*eB7so=8ljAcSa-=V7F`r1BO9D!fko~TZN#+6$UM0
zE@lB$A&Af!X<3yZy76=?Yin;mjd!az&(2+1YWDhL)N#Z!@mjQ9@yDZwc(*fty7Sby
zdRL;1y?suy*P)}H;+OvXRXDDlpOwkv-Me;0AO^r*Q_j{Tu&Td73JCUD@2;FQK}5ma
z(&eZ<wOdcu`MqzP1d5sZtqUjay&dP&{s$I@@J<RG0-=ry)q9ScQsV}ueRFY4`^mj1
zyVeCBKUe%%S~UbVCrEgSBe^BJ@H$QeLbnbKly?ZlRAIp_yf%Eht4?go7n?O<JV4Aq
z+^<>k)L7SqruNOsnEhtC`b`VjuABW4{Y-*mGskcyz8Fr_OK(?EQhJ|SZZ5z?>Z)H>
z2v^*7KP=4h*B6Ja+v*);VAFkYsr*R4-NPLP8#e09l^Vp@-x?oPn)RMWNlHw<m;(-y
zmXg>js1Tcsoft%a^>iRzWk%L#Nl&Jjt&{XOmwy&YPmQ-1?{M?qjjgRYM;6&BgVv*Y
z7Z1oDYm(HmROW82@bZGC6AtXnAW8BpJ9#M(ZG2&@X>?2c!w=s%kMNj1nU>%<oqlXz
zTku8UIKv;^4fm)7n+F|na!+6&D=KyzQnx|)m=?Y5R$9<6Tdmt4OvsC-1c_!Gt=%xK
z0k|f<NBj>0GR(fmvhS@>{I-L_sodzt)oH8Hd2`$TE#fj$^o)#e0hwX7K4(ugcS^C6
z)~LAIh;rn#cud9{#6_d0TsQChj5%c2f^6@3(~*(O7n&FO#nk;f9>pYVp`6)jC0}IR
z;l?fd77-5+#qnGAk7~?r&jk}31_+T^NND|6Oilxb_Ch)O9D9a_?2cqEGnKgo$|$4d
z8Hai2ssY&)!A%Wvii!meJD;idJ19<VsU1SFC{88rmM6=>aWCKaD;b17oYD8!z=?Tm
z-@9Pz!`+fDai0};q39uI0Lj&OwZXD~VpPk{)M4;FOrjQHwOh7qp-GGN&9R_gv@e`r
zlF@nKes!vcR@+}T&AmRcK!3x<dv$$3Bd-eyRv=b{_Y-}H-8ZiNQY5V@^R53(`4fHK
zkGf5QdF|Z~J073|E<rQ`G5B`nnQaq|+X^BV@0KfZlb*PC8Q>AsT+77X{ddH?bO&Ed
z<QkpXw?^zpCkK1RKV>PQhcoQ_r{Q}I!*_brIzde@F*7sM=g_KXn(nSse=u~j{|p(m
zk@@z1mU!1QI<KIIQD@M3l$S64xJyLZJ!KM^GB_|$pOWXiVH@i`*tZFi!y+0=`f&K<
z@`R6p9CV*4+W4>Rk_k-SBZHgwbWS)BLkLJw)TMRU-b4sM%7X3#fb%XaNwl7SDHq6t
zwzBLK6=mAEaU&TfkZXLWdwE|5-fcQP)2ec6ir+oXlAou~sa>rSN-W@LSLEJVxhG@T
zxgk^t@0vibSxBlDWRZxN?7WE!Ys=8$eUWUubJz5pl90^qNjfRb_<%B+wNj<;ih~sX
z1=CSv=@wPuFnXu)q6qhR?(5efoUdbmFRz1*CO_cvzoMqqC`nK<`t<oTA3PVZ>2#x)
zBMjWchh!Hw{R$U-gvy{&7{WP%Jxc7v$&=`08SqL{n-DJu{99z`95!r{C-lWp6^SmW
zsBp?*{L?p*z6h%>AwTjK&uHF|*y%QX;^I0<$sYrdhJWa;?S7bPL8qg$;(HE$R$rZc
z+9AccM}(aH;pyF=G*!J~mf&Fuy&68-zSsK2c3N6*smDWTDvpc(!RMll^!snn4PR&A
zD`F>xS8f>Xd$xXASN;{%vZc$L6r*N50lVgzT-qt68L_>8rORWHzuIJ!`7P0<4_jKs
z7n<9tY|GSWz-;6uKN@CEZf+xVYowVuAu1}QHG&{k1xO(XJ%38$x$@!h*+^cU!h29Q
z##eyRr6BYvWa;0qFI_|LeeK_^I^p*q`rr5pKz$<`RD$hOQBfJfC>t6U_6;vDiI{b9
zIRULpDSRe@Jx|m$AKyE$IW+zg-Na6})Zfx~sJ;tWZpax;QAzvy_3JUKo|#Xd)Mo!+
zk`%<ioQDsm*;izRpI%bmW@4h0b?f1doR-HL1_>QHKpGrE(n~YwGPSMeHI3Rk4&m#e
zl!O7QvZf}b{yFNGE#7c2)9&2aI^LWDToE+zYoZ7Lv-qMyT?9g1XAPJT0fPWZBq=oe
z0P~<aWKOBYJ01ql2$*E0^!7gFA&}|2er4TUHtWD3N8`v&Ko2|@?DcysFv+Shl6^(w
z5U$wgUt-Dsns2=j1zr2{k6Ga<0ZDtyXWmu@7QCJH0)2gYDcqY|m;$L5Oj=S#rp4X6
zt$MZlUItmgh-8}9*{86zj%05Vxja@K_%hPRLtZ$Cn<=O@B4pL|3gi&Mv`BA;-e+j_
z&+KX>h8t4go9su6jQ5r~eq?5*2_Omzm`})BMkvO1T&VQ14a7bLx)WZ9VNj7o`A4+3
zJil3Sx}vw{!0}^#I!g+)Cp6}Mv)n=g>gnyW^!zEQoCbqqS|=^1BPN4A_LO`y{P`!>
z{+NeoaeI1TN7qqoA86kY8Ef@^&QX*FWhLBj`Qt<LvLCYDIFHI)`?8~W4YN|uRg9Ab
zTT6Z0-rk<Zz<}rQn0C|#na95t9n#V-$YI2@HwAi*Kvo0DONmK}0@6^^Usg=8^WgAI
z|Mn9#-o0`!6uu~92{e9>NwD5ZcufQhqJZuRrA^@i{|{EKAv&s3_!enq3{=yp$Q~ak
z?#^u4`&RyEQO{1+y%RIO=7GgaMeko%J;32$x}}cz=dN9Q40jze2(aa5e0O{G$=eF8
z2GPg-%>}?OVQ{zRxGhX_l+0aUoYsO!ON^NBNK7eN53H`Awu4fS6!#E?d5+L%P2;ZU
zPmk{b7FpTc{PVU2!tEm>B9x=*_uGa|y{oT(CbZWbZw_kLOJTJyth#T8gs9$Hin)LP
z{UdVACnBVtUb<f6>3J$K!OFzQGN2=UrwRS}oGYz&+&ay8R-R#BjC3sXGe6lEpfVA$
z$a*Jk_1uFpwu;~1w-|UV?4m$9k<jA1V5_zHp&i{Rw~#`u9yFbp^@)8_O{5T87$_uh
zV6H#$-XdPWHpEK^UVM$3XX@!!kxspD-<nsr#~2Fg`ti=8driVfljTz7<UT&uSb29$
z{Z9oi;uUURTJ{5_`AChc(P?fnVkiBbnNhuioY_Y$OVdoZW<EFg@HD(icZF%7F$Ri~
zx$J8urdwihC=rVZ63}od<dh1D@9Yw9A9Ll{XpCwECDg#z6|4ggvbry?-a!4@k?qTY
zK_JBG0Ptnkd)sI?#A6J2t$JWM?ZAOCf%a0@xqITATQ+Y-#RZe?2H_V={bj1@?VyLh
zMpXQ+&S6az%qjLXVXNXOx|eWaT=kjL<|*Hfjv%e)FNVy`+-Qv)SNLyrbRD|y*?#+D
za9P(LvF4nAR$dE-0=Rh?9=>7x>D}5lZy4(12b{ti=s(=K!+0s&Ub<@80Z}gG>ElLv
zkN&b+L&njNp!3vJf1INs_wRdy{4y+OzJd3mVBl)TdDXrn>soCktq05dzZO(fRCITg
zeh#lpvtsshL$0lAvDRdMO^n6pd#2@s9u^`@y+_B^tRI_GyZ*b;^!K}bu4k9IM2KaY
zh>0f`e)}z^iCZo!Zmq)t0+N5s4dSK3bNheeZ<G1oNwuKgUSlu~&G_InC2=F*pr;`N
zZO<l%dr+Hjb#$n49zA+USh(}+b<+K-mT{G5bK37m{`B;h^z)sd^sT?HS22pWY|Kb8
zpx>4#{rZo>%4OvrkFKs+(|6V0DRtyddtS6>l(OaY&a)K?my_7io);*;rdfEV#+5W{
z{ipAA*<t<GrNy+;(mnL_5nPS}3;km_#~;FHbpHHS(jz(#xE{jZl(xfPP}qLph|ki-
zdRUHyu8Tpjk|bHqC%(LL>e;8Ar>@tU_w8Z+;eJTiLVN3kYQv>0&wgF)rrPY4HI&2m
z*!Eb37Z$;k&@roD=GJcRohB6cMYWoGy=vs1`(WVk`d*^*0XzPc#C}a*7nAOXe%<K%
z+bMpB@%LP+Y6Kg)n)7EP-HshMD=H);R^~(4DKL-L5M{!<croVp+f+x##zI0vPphfX
zQ9wL&9GV-%B{S8N2qLLW4QBnX@K&SrPmjY`wbXkDa`WSLRShT~)unIoxb<m_d)-wJ
zHvTwIrpuovJhd|m<&-mbJ*nKdVy0TXyaM4Ix!2#DIVhkA12jXDWr)xd8_|Baz+icd
z`XXznXkt;UOr>a_mm}Uhh*W_`t1AdJ6Y5<*7SvjFdcEt%FCAZ%%bDK>Mu$r;wb=<2
z8n6}?Qd563t)0+?Ovxf#h=!5>&DA6uoEr-^2GYxF31g9`UV8!@f$(y8X2#~HGq68e
zT3W;TND(o_j7$%d#Sp|3hvXb&!KC&9s<3vvvw@^d|4+?7v35OTQ)d2GzkV4mF*un*
zU^llz4S|Y>Vw~Q*7upc}Q3WE*LcafN*jCfu_0#j{%I;X^*6XEv>6d?ZrPk-z7HP?p
zZTS{k>OwdBwoh*%??aVC=;)HwGZ?W1Gy0!h-=8DpD7*$Nsg1xx=aIly=tJg!!Z5}G
zKD~iogdLrk4&dd^X$Fw#!6dNnV%!Hi;+42+pK6ShOCE;pla?LxKLA|7f6C@fAY9Qe
zy($W<?CG&?<weAlN}LY3``<puAKi}BB%no+qK?lVzawZ55PKI?`iRFd11CcQM`T;M
zJF^X%VQC?u)HvKAPD0}Jr4y**n;^A{JZ`oXs5eXnIfk#-oO2zFP7P?$J5>{Wd%>OY
zSHY}zVEPNh7^x}!X7r9aCY7S*tzpT+-VOOMCtgL=SmabP-LwY5D<U3C`NPY=sUO6~
z-a{WdFfecgq#$tf59J>2(CWCrX-AMP7-77>1-?QB!&acJ_a*QZw8i|m|3q*}5*l#-
zX%7FUWCe9$Q~t}8xZ+6&6OyI6U)UzJ&pgoL6WuU+-Z|lna+KeL+|@{0>q>tm3H@%D
z*f)71eLFg`W)4M?Q8Ng#qWp@o5b%+6WU{_JpUB?4P@=iQPeBbKoCpkppR^i&0D*o*
zNrH&vd7*C0aER&f9PQ>fzrm(mYu{(-*v9s=P<=Ho_L%oE*P7%r*}h(b-{|={l5LK?
zgQ+|_l7|m(133ZC$DVi%n+4fSa0AE#!#PgN%4*{hBx18}D^z_KBvwL6Q41Mt5cFE4
zp4IxoYD~;Ug`rkGMcu7QW$Ayrj%?oYCWm<kV{}@GBS&epVSZK}15z(-VqE5|_1oX=
zrEgU@b>0B;vOX5y-JUCPXurmJ;fxaYB^Az`=)(buM3JPvq#Jd3s^y*Ieq^e@^?M*}
zd9mmy%pk{g$||1dejJ@C*C=wnPh0sLEZTl4k6#B5_F66b(Xfcp`AXe5|1__jGBRcG
zi42wH{qh*qYMani*CdI~qL2ggw28TH2N#qy6;-xfV!3<wF3BUJc>MUW`iBMKHa1t8
z*e2dkBp2uN0rNkRp!2Rf*3vYs8DtLjL&~dPhhDpxNLp>(asN)og{QaX+`F7)CG=XF
z23UPB9MS@eVB#leytF#0EzR*QGSv#3o*zw2Bhs*!-|kV9TQ6O_6q$LR-DiQhubTN}
z*uyV}jz(oR-TlD<pj7jMDG!2>GY#~)==2Z#d2d3oro?x|&=vr|=vxYo(^E<bg2o*o
zi~5?kQ?w-tN7@eVTPt?e_S1lolz({j+a^EHxKrKNxN5B&p)~LNT2P><6Y8yy?>SLI
zdG=Ixh5OWwwh;dyRw&f7D`+=ho^QINkHQr(Ofz*PEC#hfjOB`Ek!(X#tH^2R5QiU9
z`7$m2*Uz1@kNRLY_oO2GdS2>x_i(}c+$t?gaf6LAnTK2tF4<-mIfwhOO7)E+96F3%
z`Qi(|jKU}MiPq5iPY+~Pd~3%df>-68%Is^2EF~qC^A64=pjU^kzw!3v0>3Bur}Ek^
z{#v<$9S(g@6kd0@5OC4%T``U;7t6Zx0^lnDC|ht~A@!lj_MC^-bw0aJAWj3w?)oe<
z{^Pe<p7IWl8cNS@Rjhdag0^yL-fGq_I3P~zDG#VWI&UbVG4b56(2ZGs4S!4VuCdq2
zBfsy*(s&0~cuJ3#|HB$?9YNbsb4<##GE@e7kTA6YS~u_$rs>YLX?y$}=U&6f&xLy-
zmwfY*o=4ZU`s;VZxGK)5d(P$xxJK;E?EN)J`SX{<c8YR6x0bTFEd#uZ;Z|X^9Su+N
ze_()XR(fn^#>W|ZBfY~KA=kwXI)XQ~)W|r`eLgEo8L>saQN`f%4^GSae56sE_czUs
zMps51cU?-awX0Ct;J8?LHOVJOYT?|ZGGB?Z?Avvnv-~GTMRzbVUI`c7+5G8I%OnE_
zDaKn9OC|=_dY-h7zY+j-!powGJgeEhqE-v>TJlQiEU|9=EW%XIGe6A>+@rnd5{*{o
zIk7(q4{Q%67**aRiVS)AwT3XvcJ)Lb5?fhR6>(U+#__)4?U98|?Aja>!U((8>-PL`
ziZTju)K~=+nBQ`3rcWfVtyhyQ2Kgk}hzD<KBz~~j&wZ`zIOI>suD{zRl2#)%T+mn@
zap!Mr8b2Jn)X0_n`dFuf4B(u_kO+nW($cXTx;Ps+#TFYEwq(@Ls(0iDVRmDSn+dCw
zvi`e{5MPR)w`D(+#c_)h$oZMgS$BhrD%<WiK9*@+XM80h;OGAAu4C%ws9FkfTiKT_
z4j($YJ33jM%%(d(=Bye-vwVDkd9y{Y?_0o*7RH(k8`|R9*5bC*&>!E`>dj;c-2p(L
z@18t96pw(%PFsgsNnDAy3V>fiGFgR^jCP*?;B5ardds9l_Q7mdU;dmt67H<MAUDZw
zS+`EN#3_(yRT1=t)JoSy=RQyV+vWen!(<tmEY5zqVbn1FvZ0x6Va(x`GN|y;OjBU=
zZzx7;;O;SyyLaxXw6o{7O@}s9Ty=7+?GTQ<!ERTp?r+h4DDCz)!)Ws)xc&lUlM-$i
zW=-6+2n>I7Tm(0R>XNaGFxz5$L-OfNK6#H_vs$8YK|ldxlACJCDmw2vri878T}EQ?
zrHA>t{@?xI91*20rIxObhrb6yQCY3ERWsO5-j8oC;HRlFS><CteGrTOFi+=qcZ)2o
z$-F{GV{(0mJ+@JlG)1g^G&lQJ@-5ac&%HBs7JAYe-(J2k!e^{A?!BO2iTS->DTMRd
z4*8g~z%KVVE~c!z<H6st&L=8jB;@q!xLds38|4?-b|z{(G*NE5h4f<d*Az$=D|VQ;
z9PZ{ETl^-+rkpeEZt<2a>^;<wA2|r)-QaKbG{%8+fRmHT8!Y4_jr2wpTWNf<_CdWK
zUQdzq;F>*gvCl0#Wp=nxDKl3^^Qk^``>mz&@ww0xdLSh8t$#mwC98Ba=kfQfuxp$n
zo2w4?m(eCN;me+Q;21W2a|gB|XdGdpLBZ3gV)pmL6VkOf?at?ZOBH{7W_f12!<8|=
zg!Eg!%p5+uER|HY-Kpz&hQpe%oR#0$Uu&`ttykRn3XRiL>^9im=zZ7Z1wO<+@$7fJ
z=_Ya)$NIKX6edp||HiqdlFXNIymA&FQrnY}qKW<7cx(S}-LK9OF=kT!&q`yzygdA>
z-)dqu^9oDUI^)EJbNx+hCRw_rDHYmBu#7i}`J}2!KXf~Lx<f-<w-n|pq&N=Bc0PsC
z?~6mwy`W9(7J?Zu+fH6E5Ne<f#NmawvNhv_tw%(rq_Mn~VtZd-FsrA?vA_DN+~Xp4
zzC>P{ZiZqlCXNh6uv>uj)<1&wtgBbp^W=m41{vc|^vCnlOD}F=w-Cw?*e2qe99yc{
zHC}9GWks^f$vkUVScHq4{4nb`pZDS)?^1iK6R{g5mu<=>`kHPz+3>HI_1Est>9x<?
zZ|t=@Y<q5D+Tj%LnNuOR<kAei-<i@%wIv!Hx&XL*`jmCNqj3j6nTg#}{JY3=x>KSv
zcz7_x{B764)BR)%&{5fzjFI%M(FgXPjFV1~+@{N7)u@s{o9Jklquz3~OBKTrGPEbR
zevt2fshd%ua^xFLh~Orv$V9yQm_s0xVkeYKO50-bOpP-iqZ+8cU~IH6ts`?!`)#o?
zyThI4Q@pyjNn;{DdnD=#xsYe$P1a+zp_UlHD>Bl@ckdrk!*QgZQQ3z3*2u-nYYGK3
z1!&BVBdtFfscQMR)N!lep8fr1*5()4Hp@4N{HzU=?S#T!79b=A8Lf)Qh`_8ocCt;M
z(dW9$J$6UJZ5Ktw%!AXuKi|?Zuq!BMKVc1%zgq~S+NJ_+n#gOb&s#-K^gQ#2`cU3O
z%D*G?;znnD`*-3<>}>xIJQwSKi97_>F{ei|uNU*}DB8Z*JjB9}lv7T~|KSyM|H{Dw
zmX^d!We{To%C+fu#01+%-?%{Chg9s7DJonHZQZ?Alv*+=GRHiFEzf_SIiwxj#uCfx
z@KG-9kB&?&Rboj4gjx!ARZO`(A#MUX={{jlN@{3lU79UwpeEIWzZ*kG`)vr`=)%H;
zi?ixyO~^*dAj(o~-`nk?An~KK|0&A=i}ZN=>;6ibor%7wwN#7`7t0ktOgQ)j5S$$Q
zY4^D3wkKn%i5>h;0?2KQv@ySE3yo~W(^0|VEQEeAbX3g@l=bfWJ6=}%c3&Q6mg&Q*
zauTOT2L$hq+mxq%(kQ20c$6x%x8z&ZxhrQUTdwo$437Yfig(;FHY$V9DX!@?HZJI#
znDioO6TggqoRT^z?CunGsV7nD@v(ak@vx98nI_w*Wk443aG#Ta==zf%7Nk3?J%`DW
zgtC>7C+$qNxbcn$1qZ{Pepl1CZ(*p2Yr1rno-NdFPJv2!8;bVFde?tuhGp!BiZp-g
zSfTxq!Jtb1l^2WuZ2v1PT~bz)kkSzRvXT%if2t!T(tV|?eTU%2)t8mDs4IQUz1j6V
zPK0Yo&J^UzcA8B5-Iv2JJe78LI{EF)!c^^Vsmk$=w6!c^aYy=&v1>E<=Jo_Wwmd({
zzFkY_^33*JF*ExXb4ThBw1l)Y$MQkdvK)vn>KiWxyJ`EgFT^`zD}l%X7m<$CuNGiF
z>9WubfQ+UEJqzA7FdlcV30)0=ikq8*L2};xZa0!~1WNOye?{UFg)bEKz0_hmOdkLn
zxwcgzu6<R(dX4+>(iqY#{-NVA(aNZsWZ!RWedgLVJ_Hg`>_x`kh31-B#=<#;tt_YZ
zZ2JC??1D>{vomMS49uM3ul&xJp{J*J`!PfF3atyWzATcaGJ<#SyuX4`goLX0qff6K
z36^Lgx<C>NM$*EFFm>?HqHxtU_+xO@1iJ?wKzLu`09(IhH$#2wN#`J-lE)C;4Yr(Q
z9KHnb`D<|XPp8$&&cLfnhvW*lJmotnlx7CyN%2N2h{`#-EeQeS7LhsmYd3CXurZFd
zT<OYcjbQ9(ujTwnk1NN!Uwh<^*wB)D%t0Z4o9&cZ&_Saw{*07afnsiFL|+r3CcxOD
z&*3`Yj4wAv3r_bG1mO5yn`6?jn>a3!uONkn8(~;`2%t-1*-T89M4pnEL3Va_BH~~b
zb2~;@d{}V?kQ)~;f3Yoi=G}$qcS=gnD0PrSaI=cBO{?Pom9i~IHhVe)dx(EVX6jFc
z^>Z0)4dvQW_0{R5kZ9qQF8+Dnt;k>E`&}%9gAnTqOm#DnxsVE&$qZb4uAV!af%Sr%
z93UE^Xsa@UD`egJ^$#K=iP-Nf=DVRJCy=cYFd{xcJuy)1p;A4EOkib}T`+V9mMZ@T
zIKE}`{8R)26OfvtzmonJA1^VTh$yB~pX3$V!?W(y3mvvZ(HB+c(=2o63TqNB{>8;6
z8)P3#>SW2LYaqvnIv7AObDVs7OK@nY;Lu7IN8p62<?=7>{q`G;cUg)XlVZk*dS*IM
z<uTi}iaf886bX4rjQ|*EVo4y&Nry;G+JmAB={2&!FL2>G7v+#?qkK%`TIokkYZHho
z5rkRO((=5%$iV%J;BH=B&ClNuvpn>vEyutg6x;@}<{m+lir<^J@@eYStTz32y)jN7
zl+AG))4&9~MY!|-<H8jL%XQ`JzZu0AmEJ*iU)2cQa>tfpL=C76s{oA1KFiaJdH+a!
z*Dk?7O{u9-=bsv(ail;RNVJLc_~7}^w4<|kVIoYL+98#%H*>ylesZYE_No2LJTJqf
z$w{PTiHnOP;7wq8LyHCr^1-~~&#-xf0!G7}gCqTW_QNeQf*AqFt{Z@e16hUPmoJOj
zZEwjJXe$CkCXr^y$P;u{<w+4)N>=EqP9AZJt!ufEmP-?4y!hsl&r*rd+h30y|CDMQ
zB}gu*8wk}}O>EySH~#1w@$$3&n42Sm)BI+G^*M(Et4bL8jTwX;k2U+1<Cy?FY!LvC
zLS3;9i{*5(ir_PGl>b@BBN%ti*anSmV()p0z3u00xy1Vkhd}L+XG)x;qJUdWxBPk(
z5VM%)VFh`U-bauQiO~6_#V?jF3b0MViVqg*Ep{yl5MDr!gqaSOV1&V+KTE=HUS3|P
znJv|9Wp>xpo7lX2=YrvU&{95QVOa~!SnWXhWSp3ePVWYTy@I1f9T|t0lf~waGhYa$
z82UIN{nSQ`YIeN)NWdGNk>+&4#Z6BPI8-^64~L~%SqBab(rxx_ah?A2TiYawe|f6s
zzIZ`RLZ%?(sC?J0gM3)gl+@K7HBCk5Di!%UCriBa#TROHB|=Mn*JUI(ET#1f3^dM(
zo3x)3BZ0c0ks!1a`i(hiY}g_MuUlg<FW?qqm-C=^f#v(TK0>m<C{mxmW--?TjfdUZ
zG}4I=!m1=uuKGx$_)>GJi~LIZ;%`Somb~Ak$$QD(UY4)nWoMET^4nktxSC|RtXsG4
zkrL-mFc#FcSbSvM494G7!a4x%C`B=*28h<ZNw|-9!T~Toh^TVgB>w--QJ)Jd{Eg5u
zSk$P&TZ7DLKhpZ#)&X$^Rh_0tlwRbQTTe~(&B8%XimFApZYNNV)5ifH{ARt#r(PnW
z=_olmIav>lmhpTubc$fVY>Fp1V3ChPO7w+O-_{ZC1-FuLht#a6x~_s+<M6{6dpiiD
zNr*8Hsnu^l)u2_{Q^hhwL|u7i&ELVlkjw-U!boDkS-pN=lXo&```otrew@zgm;Fj4
zZ_d#qxBT>xb5j0HQKfwO;`=O{el0XkK<EMk_g9SXQxhQ#03;pAb`=K$IR<q(I~<?@
z12qmW1G;<=6?Nt359B~F2O-u5{HQe80$gnApQWi%q?bdWUaw?|Gp5huM?WTbhv1Dr
zhCqChIgfKII%P!g*bl1inY@UJ_SY;IH!^n9NeRR!#oZOZ!8$D-qvJd*O3iTW)z@Da
zMWU2d^Ck}mq_|9FzWA5YNJU$_9t5TfI4PQ1b*^1lAY_|G6+41)?U2p<wE&p_Z6Vo)
zP+^}SBh8_9Ch}=`3^fzwD^C}Ptd9H$kozwGs-|Oi_KY(1<Pm3GU-J`;>}$z6Lzu$F
z$dVHGus8dmg(4AJ#F$P;XYA6~-rjyp@Q*AR_m`1z54ko}a8_cxAYR_lM&ZFv(EL*v
zf^sD;4pash2yfsSg-wVoQdFh3L0KJXu>JySr9=kk-H3}L14bY`@0ju0yAN(1HIJv2
zqBxcsAUw50^=~W*O~T>NA3sW=P(I=EbuYZAk6*s*x|f-u6|kiaI!M#`GKey8D4s8H
z=I2JJSEop$5s*Vj(_igTq-*>~@7~P2qt`utGEwO3?Jp8JMe80@!y`nWsF*GwrQteh
z+rFKDWi`{$C!-vyh?`Q6Qy+f&fpcG&oVAeeDMa!60utTB%)C--^B>afrY0p%9B(A>
z9ODdNQUOgYAjhh%obsKno;k{1ez!LQF8XuW=b_7DDyx3gE#FyJu3hhKxGli?;@;j%
z`FjYN_hE&JcDm_qLff8S`-54(Fuw@0!kyl8%7qqGJZ#3yeNUH8Wmm5^mZG?7vr$g*
z@V7$?^qW7k>?3VsV6xI0^`}P$7+loXS?&m$ICKBso`0Jp>Jp^XQ;~R$hK2yNro=l6
z@slg+49XQJZWIl&j_Lyst6N+1YIwA`3a!$Die4C}?fDJLN5GAy7d&SuXVLY`M`O+l
zK6@q`^5xjSIHEMqv;xB<rRS!tw)e~jUtV}xzi9=Kam$c+yP5oMjK^wl_<n}}Zr0Nh
z=jomVWUCzM<7C%9p&H`Gz-rsej<HvxSYD@}wtfTW%gB;`Dz_b6DY#x2lx~Fjf7bZk
zl6SQ4;d-J+_RBUyx(g6N=JxVck8Ae_ZXE3M?0qHM-pY{6BHO?YMla*B!D{25xHay~
zHNnAFYGU}VCWr#`_N1{UYz&VU`YE2^^S4LeaFmOvP<fk4QmwfA4v*|(zPGuBb3u{x
z0ePakUTgl_!5;UTaQ={x9YQM8`}gmeUg+E?#+|vM#}w%$AC70r@;*3d0gp!6o$z3b
zDWliSDkRfi(uV!VJ$ma&Gx1Tr&(=)&nU#{@Wfm=*;ol%Q#|Q|ppO7B5J_0=}q7i4J
z>~CShCaoU%cH7~lqN4gCPFc)^rZrU>e8Osd{6IQY4ZJngP$4V!JmnA(VN6!JlaTPI
z%mS#J75Gl`z<+RN1F?2-b7QL4w382qdN1U`14>D>pUh?KNG+AJ+uXp=Cj*=XBbSDF
z2k1gW?N7DNKS-NYv!bP0QqIEO8JXl-K$^r;hrFJgPXE{`KtmzKzGA!*Njs`^g+}Yk
zIWewWH-U>)(HD`~d1+SO`(G4^0)+Y&1<@yGUf#lM_8e+Rh!?=h0uEG$JZF5T(-Ej&
za9km4Q>z0U4k^mTe)Jhp6{aXe-9)|h-*c*phe<{WwyU}i$?{~B!_o4e`*30zLDtdu
zT@*YtQ#tF2oNubsJDc@uG?E_~<QP}&l8Q7q{pjS@Lb)Byx;74aVYb%=&n&s)O$<m<
z{Pn;mkEvc@XlPn?EZ$?2<)@};DXRH^s%MPs>4#%3Tk1){uqTcoFL&;>WlOt&nD<AL
zBov{>#>Png+(5<xfXb65Ebl6`JL|`v(s+`w2-oKtVWA;2!pZTHBvylC3;y^mL_WgB
zb(cg1Li+XU{&!YGB5}uP3gTFTq@2WUAd}-Hj=B_6R~D{~#-m+cN4~u?Sz6~dWPYgo
zsxR%RnQc;{K@R;Lvqt9og0&l3a{UzYk96`T{Ty*FKbbN}Uzu!4msHuy3}i`4;J(zA
z524j}#q_nOLaQOwX^Z|)k>#+8M<O^8WPzoF__i~dCM0YK;;yNT^uxsa)4=oMeq?0V
z_;&tGjanQ+MP^DlQQC)mXw_*Zr>mDM;*)igs%6{1UV92T0%{D|t5>h)^{orp&fk(7
zdtUNJkmA$%i5bTm9*phM=!Gur<~X$Qesxf^icfhMeb^YbOJk609GM~Mjc=#ZKkZ6m
z?9;-3$R6E9-oo&3`+2F6jt51>#Si1+8j;!i4zXY6DIM(u@Xd|=&34<~`Yl)6V<oO{
zU-<5`>s>$6&&95NXX>1og^qN}Bgf$Tn~cJ4&H2flvS&nHQT{sK)cgUhlv=j)nQgJt
zYNk<z=0QKiLz>&I%yuL`7qAdG^x|v#<8+Fb>lci5D{Kh$@toFF`Ec4s-EH+2Oza`-
z{Fk1+IUWHc=d0Hme=jsBQ|?^Fd41D!(=D-|<TUd4Oq3|6ZMh?nmXMV?eae4RS&z<3
zWvTpqn|&|U@6)X~>0%@)%Y4E8=;WF7_UB`|ytj<8Lnks)<9^Pj6{QOH6mQYlL^j9=
zxlz-XcWvZf@G>kfvoX~a1`XoVt)?x#p>u66bBHE`kYBiqLgbL9Ddokx?F3p%)I#^7
z2(nPxOZT~hssaZn0!9bXw%ZlM6=&|YP|my-W0d&GF>P(U6hJ#_??J=Zc1lWv&q!Ie
z&gZaGLfO5tz=w5vx5*33P_=A8%Mb)LU`b<6P)5;N0H=QMZguH5e2N*dpa_lIcw8Sq
z{3ZRc4+GMTlv>qPT9*B{6(T$Fj@;S27|Lue<!^c^N##RD$Wzd&k^SG;>W-@BiYc!3
zzAzheCmeiPWW?KZVh7T19}AQv_wk6Kl9}yd@~E=L0RLYISlj2rErYo)Ej#K9hFIG|
zuHCYEXr(6=8M7utwl3??f_aM5o!wL8zTCPzha-Sg`I`#93=poipxL-u_X6L2A7xaI
zXM{@5(G#`8hvvI??TXt-;QZ*D_^UtXzL{D^nLj39IVtllIIeJ;yR?Zko3>r8ZGW9o
z{iGtoTS2p8L_$d|Ywz$q@x5~sg0XNIYLf>k%fYdrR9Ex9Qoy}w^n-Ah^kM)?GH!(2
zc%Rpw7K^Z)NQpc>!0y}5-M=crd_Gk98Rd&d$7;6DVAiUy`DQ|+iKN~B<F%>wv^7jx
z?yB~T41bZtMq5dL`g2!Yc`i%vgNtx%5WnH^=dk!mJF$|FKKg%l+l10)hE}%a|Jb#B
z|J+#)3#WbQ-suNFLuHWbpz1?w{ob4Q=-qavt!A35p1|NYO*wty-drF0+eI6E<8sO{
zqIjAs19v2b6|;ZwP}JJJ%kK#*@Tur8Vi5sxa_3Gzx}6-e&&T|h4IX?*+%p*k!Uk#{
zjoZ3#qxt77o`b+p4`1k=7LTj>A$WcQn|wc*vtDk*wl7;3ooSM|zQ>(60%a+GwJz1A
z?S)(im0u$ZY*Py-{Z>Qwg>B-i_Qi?M8VoNlJLQ9<GH+B+oP4}$@L?bzdK|}Ne1nOh
z8F|BVVkzTFf3E2AGI6iI!g-^~(?6VDcUa?Vg9r^Lodc_Y-|O6>R9eN_Pfu8}<F(Da
zOP1m_;5PCm&6DQ)S4{)DJUnAArZ?b0<|g;?gT>*KUqupFcx95-M%)+g6U^OKe|O#n
z(G$n<AmZN`C32KBk0v7PkonV<i4-dKo}2-e{^xnhxwZ9AdE_KHGE|p%r{#~%bzfR>
zkXdHk|0{-&Iam5~_#E`ki8(y{so!QeTcqpec(t~Bpyq?(cB%YJTMN0cQ|J7Mb^JSc
zHAn9ATZ8-h6nDJLbDldJzvnTU_&9ZW!gN#1lKOEer;)ZdQ_RxB26?9&E@?`T*cMt1
zLnVLDTjrMWrbqE6i!%vER}Fsc9#)~)Q%o~FD_#6|Q=t@oQkH$Ce&4w8?eP2`iJ}ul
zGRC_?&q{4$_fcn{{ivw_AX>HCH{3=p5Y<h`*tF2Jps(M=-I=m8*K}qV$s1+uednB*
zWI~tpM?U2^z}U*1d$}}$g!_D6pjmt+o0c=_Xv|-vqZ#*ca8=qODEt<E!3me2*QO#{
zpuE*8){@Hi#CkYJ7v`^^W<+kn&ywL8bF2XYm?3XLZR2qK9`fFS`9og{L$PMDh$+f3
zeON(L)iP}dB@dlsc5`$v!~b=Lh0bbXR1K`_B|W(<%5i<~%x*VO<ZLO4I=Qr7i!8nE
z_*1DTIEEuro8s*w82gjrl4Dv9IEb>KoIn)3PVr%Nyh@196Y=^}I&AwQIYeAg0$NP`
zo6KD6K)$_i0&IVn5wT&eEm<IT^UPKbCfBbkd5t|cTIK88Gif<2yQxKk;Hv#+BiFo_
z)7W<H)|Ow@vCTX-1)IdUZt{V6ij9rUn5;Yx$AYFNM#%;I`wt;G><m1F-QC?3$mb~z
zze~OO+vqKW=7&y2{^!M;!fnp)!rx4{`|{#Pw`XzeJhy19sL%Hw71T8vCStalQu!8}
zM=A<LJMRn1C!Lo6?*7a(P<Hiv=Fz<v)#PXRuD7@MLt~m0{wn4_-nw;5U2k02Z$8ac
zL{xMQ=2ZkHBp9Semov1#-RUbOk=(<ymVatVk=DAm+UUd>tH}Z-UftXA`=dn95=pGp
zWRai3hPpR_P6>_4un7<f+U9PzdIqCCY<gGaeauC7RSb3%%H}@r+haA+JrLNhQOpKb
zsnQ~JwcJl$=Bu=vh#d1t8%D2^X)%t|_RlW%xceShpjDq1bB?0SbSS>O-ZDCc)2FCl
zba3_t`@nR;2ZaD2O=XKcmPGM`S@FMr|0bFxWVgwh{2!s?di0TG#02j5*SWcow5Rcj
zrKNqT@6gGO_r5r~xVVUf)-XtcgdBgIHu;<!I=kvq@HRQMV2D99G%Cqmt5{tsp9hrd
zjVERFvUZ#0MeHY-)}GWEbP#9v!Rn}HbFBtPMcx`<42zI!^8+AonjIhr7b;fR-5@nK
z<(z}OXbvdsSG0N&#5RH9B41xrtTbNLO=>xY3j~(bRbWYv^m;xhpG{B}`thT{Gs3(t
zm^dGT=_QksNahnkA_OhHdh<slh92?kv#Id(KjqT(L?b3yo+{mRGE~Oc$ox{q$EG=N
zjhCJo1pvuOv;tS&nP{&660NW=L#=vzMV~vi(7c_po7BN@h`?(E?dVP14w7Ds@IDG8
z<gr7+M$%$+Y>IplL53MIRrpF>h?%EAPQWlkyvQs(1R&rxA{xHIQimwBStX4WgY<b+
zXJl9%Dr^|eHlmdO9CUJK2+HkT&B5O2n+AiI&S;AqjwtAQG4(E^>v`8%{%!2h7io~Q
zDlDj+7W#y>vTMM;Xr24X;n^9(i4=bel;vbF@3Bi#VMhOo{@m&8{KKtXYx_F&-}e6x
zsh|HNb>WjwM8p;0BgEZ^(IarKWbwV<!*|)IWhz^V(*<Uad-ak0@)?<5?Fy6JPtvEy
z7Ir0Oxn%1Wtug#*0(9)(V6=1;rnMtW2PpKqd0R<<T8VlkQ%O89J;4U$4IrASUM(vr
zQ9*_!@y_S?DjqWlwm%}Gqdm@RoVSG<vq}k+EFD;oMBVfpo2HI+@p8vr+-n%DB8kZW
znWITYB>sLz43nRpd9bDCAk-3lwFqzt3`*gG=af7xl6Rcpks2tMj2r<rX67mRz50*>
zqX3T*b1!_`T;%kH2@)nFINA%sW1u^Sc-Ifz<q^I;$4$aDb&g|46Enjekyk$0!vq~a
zdC@R<$KvHOq9FeRt2XH^utYRr_+y37h8Z7Ss-O4N)6vl>>FQdYU8}A2zY+G$6doGU
zOQtDloP$05J&`@xxp8bt`p-tvjV#o*HYxn>H7?zwuCeU)pD6XDeDd0SZ2_+ioom-1
zat2#+yjW9}Q&KgHPlp-#*By&<)_1b#(nTJqzmo8CLYZ<}5CXbi@LUiP6?SdHsz4vs
zboDykb+T9pMsn&D0z-L%#TFT0V;n))+GpI5SVR+|%T?E@c=19Q*_IR})d0hD12O%I
zh#EmW7@bY{1Ahrg2n87;iwO&Wg2!MPjbQgz;iS8ckPGBpJs?9SAw9hT?2>3BDep%_
z)Iv8%+A?2XUx(?g2Sl+3xnJ;qrsh%r^2gQv4Pl^w_PL4YMc-fY2%nMjq9T5i11yL@
z-@hlU{;n-O`a1#8Kb2DU?{&xoJo<>uHzP14BxJatLb>|LbEHIk$kIEBcCm`|GnjEf
z^7`S_j(hv%3J+!+%)Om)z;5;Jd7@Pg569jZaB6_EhGEvsb5N!5sC;l&BBvhS!4E^B
zFOi!aXdSNpEYkoYzHtxBpVRlFKiXXleCf;T<ch%%X^c8u$1=Z-wKFZR`*2iM#>DiJ
zfoGVW*Pj*j_{p7YY_|D_6t$x6B0<xt*r_tZ+Wc$+6mIW&HYj^7w|;*=VZOk)+g43C
zW%ylkrKyB1y#f86FA9VECvoKm5IOe#y%O>HleZ3GpBF7<%P>O){+4$LF8YQXRAf<p
znnOIqUx{PIiWAJi495&9PC88+B7*@V2yP-s3Qw*I+07KMwj3=rbeTbl1&mFbki0BP
z3_}>TPK4!bY;2>=3C)PBAt@1HFUb4w@#C{iOfW+If<fp`U?7YT>%jtJEHoURBM;87
zVyqGkiDh^{TU3BV2HZ0hBQJtK%FCyJbAj=b=$(Hp@I76a>LgKbL$kAgCj%q&hNkne
zVB?M$Btyd0eUP93!#?Z6Cx7DRDVNIIbZZ8T#bOLz_<Iv035NBMj9*NLH+Shn8VC}5
zVdxK(eM=nNFLlUg!u}FCnO;|^S%eu(j7RbBf3D4Hf_9!D3Dkr10EQVDuoY1w?R8-?
z0aLaiqa_o{Fukv1s;J}L6Hk^wZ)>|v=|6Cx3k-}6`<(*|CiBz(<H=?(sd)Tgp))=1
z`P+qp(0bCQy~LVQ##V0U!mL-ap5N1$J}<U}&*NF-<Gn}5ezfUc*ZZ>RyM>OsLtK$s
zU8b$@YT(D8w{Krl-PqdcjwHHkP$N?ubDGv9{x6b(jRby+>p_6!Amco^Z(rg+*3?_J
ztexL~iiE@tSNfh>p3YN95C`b>r0jo2m#*}rlUz|`5%A*@kvDbc-n}OV6`mA=L0xHT
zTvgw9qp(V{e1nWXGIdp2auJV%mX1zs$`Ub?DcWZ~S{7?qSs*T*9icfOA4p0E84m-#
zgQS}o_8fU$m{L}<A6)P+F~JLK_*H?qv3mZzRKBvPgNi}+>{<VoZ#V<tP5T8sHL|YO
z?*&jlKkoov1obOSmO;kUgG-&)-Vfezw6`ZtT0ef_pgM3T43nurWo2b8SDn}Y7yhTv
z^Rum9<>P$2t;ScbQOz{o@?sgd?Dzh^&_6xiQa8Rgi|Xm=(cG4kmk+cNIvln+R4%OB
zpc9pw;2$fUXpc14`Polb+J#%ArLed@vay;zn2Y|u1)MtH>eYNeo%+%FBQBfByfJ2*
zu^!f0)KQ#VT>SSY)x@8|(Uz5!1^#C(NwXnFX1Gql<0(W7+(Cd*Te=>6-HBeSe}G}Z
z+p`fId;{tTi<N$wzY(X=^3_!PiSx~Tuv`qO2Okk&1j$u=j7g^Q>iPI-`GPD*W0Z8r
z1inqAzTlWyQPxQd%+AapV|G7;*M!f&Fv&GXj~)e)MnZ-dPq`e!oP{+c<>%iF4T&hq
z&CMkaV?_G}u|L9qr`wvCjEWBxSp8Wm@e=_6Bsz~6v8$H`IDS9h7JPGOX;dm3%N+An
zX6Ho={6#-mWpj3N_@muQVs=grEru3P$tXiCMJaiu$nTTHcULE?$mEz0(|f+CEik3!
z`ux9TLa2Frz;j1Y)i{qBYwYCa`GU&pH{PC#60t3Pov6e~y-5bSre^>IBT{!CmMS@d
zP&$%vCn3GNz+j&~y$(kg8S;%vqQkY!tWkA0H!~7&D4t$ONI|GBN8=7l1g3recw0IO
za+eWfGnU8q9rF`6fU;th3_E!O?!ZgPD)jc0L(0PeA)#=X|M7bjEGU+o=_+aPyO=@k
z0=|m@z6Ek5Aq>)(lay?@HWCA*ReoIr3OHl%ZFsCHZ<o8m^%OPVRqOId#2z{G`QzI@
zM(5$nw(S)UrSffrt*G@}eWtN(%gTgpKJcZCV(4tmuKN0d`G}R;jPsb9gzrPloNr*p
zVTnQAj^V{xVFDAQaPE^#Vh{y>j&lE*e_A5+%*MdLfLs@<OIRgFQNF`^l^$sgCjQx;
z5=bV<%v}6K;<8@7>apFR17MO_{Yj1OpuWVe=1{H6)_BkK&GSVcw$3qrXh$j`WyYz!
z={B=5%pxaF5cZAyv}tmjIPtRS03gkK7%aPX!6wQ4(Qk)Xm7SV}C3KlvuP<Hr#8y@E
zw;8xr5PY98OpQ~)EqHh4;B1;J(hA301`1{>6Sb;qYeP^7;3ZGL=Tlu%vxA=AEZln<
z8hrv(gX9Anhk-hbBzzg1m!GlZmfc5&I&^Fga&r0u++K^6ArNaKcAu!SOTXVeH%124
z!Epc-6-iBUNVyWj5Sl_O(0`EjAV;+(m@POdDQQ^D8hM6fpbV)`;Qh>MniF!WzYNqI
z24J*6xL-uRj7g4|H{Jg}1%<0V#054uPAQ~+-R0TL)iJlUygY()2J45o%19){z`(#B
zQ3rqEtFgp%nBozQs+ebTbnIr#EgFcSv=k*f5*OKbX4V!M41AQk6E67HBGf79UFqsS
zrJ0;7skGJ~P|J6+-e;sqxg$gjl^(ZFJy(8v(6<0)KqG{9w4ay17Z^x}hT;#Uwu~W5
zRsgl{Q;0gqS%ClI7RicKX}%?1Vt}uYhT}1I8)^*gf?YIS|8)?cedr95FsziCO?*$7
zTs7PR`qtfdLw}JpAkaDl(D%a_`5B}pK>Skq<Xi|-pRFoME3K<LOH#;DO)_E-0q!%&
zI#=R2c(6KWkoOgAw*cq`tUh@V^9wBWU=z2E8w8;Cf`&~RNf4_T*oKnfGb;9DZOVM|
z3dt&j94FNbcx_Vw+$<HYUGr0)s>=nYw9c5e?>9~i<2o!E_InfCfiUGK8-7q4xw>3u
zlYb#c_4pC%e&bxed<tOX<@u*(n0Kf+Uuv1=GKd{C2T3QJ)E8C}&u8R!>B?DaQOqUG
ze()XSYTN&+?MtAsT-&xE%_>DnA__%`OktCdsR5ZYl_5jMq{xsdAru*+kl``Q6rs$b
zBx#VTL<k9$Aqpkmakcy3VSn%YfA9CN_3yP>YbPGhbKm!MUFUh6$56I8wXE#r%a^NZ
z{S#n7LH<O(5r%g<3LRtnS=bps8QsaprHH0d^yB{YHk+M0cGNt5N|!b{r+S6;jZw$*
zt%8DK=tzs7osIi-dwU*Vj*>}CK9*7(9Cs+%;eyrK!{;7RUq%<4aoDsniq3oCk-XFR
z?a<i{xgzV8X^&}QG^w(?CiLQ5-fMEqD%#Y&m6p>hM+q+f^)mt(fYsE>&ACht7{mmu
z*Vi50-L)Dp(o<!vBg6SmW_}#pv@vhw^k)g*j8pk;=V>?;M9Mg_4jiY6$%{&#eg#9L
zyWQtlAt{AV37KTn2_Zm>9N9QhVD$bwo?%nFn|8xree$v^0{%x5frYb6nYY?g`84ep
zJPmaK-D<b}lV_;S@cR|3hTEFiU{G3Zc<9%p=Z@x<Stgg`(hi^6Gs?Dz57Ly)J(fGo
zks}Wf^Hft|X3}&XM>$$9@U7dpFC+AoILs0QFwlQ65bX(zh^U2eW=NyzU+wF}J4G_l
zHv%$1CLY3S-oZS02u5<mj3hu9ulWuf3QGvMFl+XKXPXd4{Ez^>bc)Z<@XRXhV(hgP
z%}VjlR7M~L`u09lKScm_m%e_J8TjGDv#M4pW$~q9qUOmG!%mEL9^nIb=0cL#%GV4S
zYb~4@K1$2M+ZEQDa;Ee9NThqwvp}>tj<7At>m-YZR51HW5E(_Xo3X86QcXgEN$xVH
zl<}|}qZub@o+!-72?kGWy}uj4!A_W1GoLvljI4=tj?;!XRX`9J#CE=jgrk#66%Jo4
zOkWK<-=Z@1yW2f~#gCp}7b6jmsHx?W@z37Hbt=np$A*Ymh`hD%9-sWGNja6^A;WM1
zN{Var@5&^_0>pOn+BWbK(lxX=2#BD-e9G0;mDyM5#Yw6bZxpf9fW9gI!2<=DQl5IX
zi*|~3Ez!{<?*WdBXb>hJtXE@>x5cDgNo$9LHg;TV>#V--$hnf0X)7%8yk?_0adRXg
z&MnOkjJ2STAKH`3_|r<H+oq-Bk6ePR%}(1+mG@Mbc2R+77*NC9qnD3l$U|IM!Y8OG
zzmUhbvoM8q%zoFP$~l_*Mn`l)#Y@zt-4ejFcKhHo;3a;w-+J&zZ2J8wGc}_`k=HMC
z*U4$8tFwIidh9z(Vf$W-0%_D{t}t08(sjC+UQ|4*<8B|lT~KfzgZG>qKKYn1`u--r
zU*hF2Q&ZdEIySC1D7?X0d#Jd>$P5*>4toz;)FVf91pZKQ?$6v>^K<jkBu?0M$Gv1Z
zR{T)ABcl^xspvP<z#N2spK9x^`f^8iN87EQHq!Vzypc$w0>$d+{ExYx$MrQeBz)*>
z#eOtWs$*qduykgid5e4kz&lp)b<jeeR)h^R8|%Kog?m}@ZJru_^wHW^8H5?_r9V~v
z({x_HOo9RztLIkQxmW@)#se_3n#Rl%urEaYGf#|v`sU{5HWzrpnsC4~rktD3)~P&B
z%ii;rD%?(oo+mzf_z-c|m$>ar>j2;88C3>nXJ<dmFpjxAl{Fi6?OHEfF+gP+oj(8e
zMfEOa!^o0V#h3Q>Kf0tV(f&$Wr%7GVANOH+*y-5Mk;K$_jU%=CbZg@0#@pAoka6IH
zkdg4ORigPEB8rNF(b3WMAoSTWenjF(WPH56c2z~iO;GHB5&shC!gTB1_p(Oq&H1SL
zJ&V8dzV7T48{y0<8{$bbrh4<_GdWM_=zAKk2fQsumCe#-`LxA?pEtc)=l7F?;kz8w
zYW%#CS&wb3;R3w?rcB3d<5<5K+-RKhTCb3;<<VPR)bZnfwO9Mq&~Bmc`entDO~G<{
z@vIT<t?^&0>~H;To{t_{Oj7#qZdg)ZzdV;oX|vh%$LS<$6U4?L?aWx-gdCHRkwI-D
z958Jcz?T=78+v7j`K}Y?DO?E)*e7Ht5x8s==Yz=gJjc@8MW1U`4`PIx$|y;<oi)+y
zNz559>5TiI(!(o$_8Rkd^KmFRlX@CXoO-Rtw|}biJ&I=-Vts&_V7=1(fjDTAse<wZ
z0SNt}dkLNcp3i}lW|;OU0&FrpuJL#KsDB|xt%11!oJNUN7Lm4KgzpP4R901SVmmpD
zh(Y}_r=3U@?IpV?iVP&Y-+gTy$;x){`GM?<UWFV^*|+WAh(XK;>qAU9E~cfYliJ+-
zE-3r&_VMj}S~xtmed~JFMiF}vuSSoAZUbLAi@G{BnXA?1(@!fm%Bc&jEqHl%W!(<_
zVlMMs5q2~D76m0GFi>f0;8eZe+<Y5KyshwTK_v7zDk&021t%bf8E`*$%d_F*@&E%N
z#Xq)AlpK~tk3fXlOORFINiemafR$4uAq{`h5i@U~CxL^A?L&m-5@HnqqbWA=ZYQlT
zmCT~AuE$<RcrOQ;69fxtfINgGYOsv8CCCo~ICON$@9F#;yfyP(A|fiG*g~Ot3EaP!
z>|t(NXzxWtTE@Sbs_uV}unUsAd*sLwSGTr(x9l31O~H?dbYfv)^ngZC!vkj-_tmJ4
zVfB{YumHTfd)vHSkfggLL+|Gr=~c_kF;&~c<}75Y-!u98km&Nlq9RuJy<a|WK1B{1
z8*?eSWpmb-aY|*KqtmxlJuh?OL7+j$qnN^T&#;x@5iDvKMx$>D`<LSA7?@{7@)#N`
zb@phT9p3oSBI*#W!ZcwrquNC!*$=oUpxFTNNaY3{+((UMbmK{ph9d{F6l82!f*wY=
zcEH~SZCZES`IaV$^r&`eJx$nWf+b@Kjti2O+Vra?mrdc^h6Bw6;xdI{2#n>iyaq%(
zL~;|pHyIYd9!wBshQPp)uvuZMZT#?gMr}w-&YLnX%pCWLb|l+}fx2K`*l&ElF8#`E
z^|hqiE|$%!R-G=nex4$ym&@87Mk5*;HZ1VK&{~1pM(1eW_F0cA6<xdizi~~HC9<Ad
zg^-ez9yx4QH2{(c@Q~!Qq2E2>;GpL2?jAA?oj(e8cuK|3Ld4z(>JFClRuEkjQkt0?
zJz;e?_36z<&?O~ZJ~!bKg=l8)Vq8hwS|Pj)g@Y&9Jb?EepOz93xQZ-mSkPTgNs-GB
zZ=q2BSa(Qazcv>H>}H^d`%GMW2pm%>bTh3_Mg|Xh59FBKKGiK*QCS)Cb!0J_!2qRn
zxM*ak#fP{L(lJ2$6Qf;qV(}dDa0JFjJX#TBgStle$7bT`30ZVtP!JVU0hOD7goAY+
zL8^npo*QHmgT4884lA9-rW47vNq5KYme%9<f*RTitk#t!OLeWuv(zb!6>*a+>vmr&
zq7?I0X`A0|dc|oj^Q3Cb<(vW-7?zs&pN|c;JUvyr;c%<Lp${~$pU7|b?28SCYlCU(
z1IB-oXLR6?%fZ3K)ea_o^>5ykH@<Z**5HjIMz397-#@`eNXVpya_-}+`$g6*dT3dZ
zgaP-pdO^i+NCOj;a={VHr(fs?*M@l5IF0vST#H`eB5WkUmKwsS#O`gyCcuy+@&LY#
zQD2rXTQ-R@4|bW#K%oHL{UIrN;^fIkTvw%Pu^X)B0$cSp0i3}A|I-Ne<x88lb^?-;
zu}|Z~<9^KTc@V<-qC-2qY-c!9xnRoS2g9l_XyA}0^?=*X`bkTE<VKs2(2L#!BAItA
zl-82%?43fF{F32Dx7iL&?a!ZF$J)H9nvJbY966nI)?<C{vgyrMJNWrUKPso#Jv_8e
z;S(qoeJ0tdCuQfqiQ3wu?0_=;wv)&Rs)0vfSuOr>0Bp;D1Mv<03GwOv1>*A|hR0-B
zgtyAN)Eq`my{K-NP1)v?*gO(92z#PKYHB3RkW`m1@POJp&(+LYeF40*L=Acoi$+Gw
zqRdt_NY4(e#~8-OlOOh)=GPdem0$@_T+JM!-Mwr|T+(xH57_P{%}zwiLG<wes&G#|
z5IIF)ESTOM@hv<I<>14%`vE=A2T{8iT&*p-=u|et<?wNL|2t7Ot}R{>8kLKF9cjlI
z8+q^0JE(Yi@7royZawy<3~FMG=}odDbk;^2+|f?_lAfAM3}y*xNWsv0=D%C1vhHd(
zIC`a)P0BS4!RCdacFAMZEss)0QBm;^2?-kJcw(mtD6Fo^3p`_PfH&wLVCYhZ{uO)k
z!OG5m=ctO<6F92Y-Bfw)BaL(CuR%gP&f20ODLvh{2#9Ri67#6cYb!Y~O1(}zRr&x_
z4%#m-ZAxeQ;?<J|i`mltaQXCnWawnuycCDuhD=F|=C<j%gbT#q^3kIM#+phEo!c<6
z)^ulg`8sMfoUZ3Tr@~rv?N3}RB*GPy7+iexOV3z@#K6XljWw!h5Vw^A6$53CRT4AM
z0SE8zhEatZ#NCrdEXy#byd5)%BzEY6&0w>OvV?5dINr6k2PxVU?p$CXv91P!bQ&2i
zu)owBJ<BI*QBXqnVHYu+0l*@R!!AW7Pn2wi7;RWO*eY+_F!1=m-sjY|5p@F-rRx|$
z=RET$_Sr3_-!&;O^ib09bD~hBtQwE9xbh0qV1o#EAIB4G5h5Y6uQLgieyLOOwM-M(
zoUbEZe%SU%!oXjGeAdRySNtu<=fo@NWC)XpMGj`EN^PG;N1p(~ih;!tHVmohR;{*W
z<{0f!lnyEKc6l$%6ZRr{b)~E9swO6%?zr*^Srp(b0x4a&IEDd{^M8-;Nw4R-5w)F%
zr=`mC{GGdZ(=M<4I*^;oBN3-{P*<j-EYZXgH}THS$I{B>7kAB$pWalRY7;o~=Az1q
zyU!Sl<N|G4BU%@qTG0>&C1mD_FRcx-v<(IXOZpd?JjbDgKwE)n&L4oJkf=t2qp=$`
z-!A<DOHtySMZ0q4I}CME!xEM}airLlUvc848xx<NEWB1wWL%4mUbkh78Vb2v{H&Wd
zUy-8{i#7yzz^Km3RVEH8WB=B1ba)tmG>iqV0EmW0NxTS7g;zR^&WE6p>%L7hPb`M7
zUKO{KT|0;E>f=Y^m;o|2$yz4y*TXNj*Uj>#7r~|c5t`6VzVC3v1dwc0<midtlF8Ko
zoAa>$&wbC<(Zr}wHom8}IDY<gi1C`0tBo>kC{6dQ`{0uXCQ-Sftt+>SfBt$*OP1TV
zp)(yTUh=zS|FGRjP<_^;bohtN9dJA`S7`n4g<z7z$|qY_AOSchG4r9yUs|0tL<0;~
z{(l2z;q{o;1(B2*Sh28#mX?>}yZ~ur6?}AUPFJfI!;J)M!>!MM;|@MP^O^BJ)Qy`|
z-Ow8K;mD<M+sh_~h1GyYOr{neUKOOk%F4)V)&dr;%vdGp;P)AOOe_V(-#GGHX_}++
z?d`2SPfxdGl|Eh(BY0Va)hOc<Z^$85<$Ic^>R6R~I2s;BaYaLCpUgfYB-b7+9>653
zeE10$??I(U2Ep(JqSl*XzZdKrsF>^^Zu9uW&h0%2wuuxwoG%E|K72u|e_~_=BMp(9
zc=zAVpsJ^yU~C2%gjew(9(s7S@PeU{E>?XXg9Y1H-&KD(eEJ|xy_vDD(O!JeS#<EE
zwotLw4Q}377eT4yKXVG2;*g`UE;Lskbj*xti1uV$TQ4!;l`!*t2U*=3#?v<nGqrb^
zH=bbC(ldA#l(PsrM}s2ZRlkQk^*GO=UNTio_T5Lw9<z!TPrZJ<YD$aaxz|fPiU*}C
zN|!wPdVJQaEken{a-E#sK~WIcPU=@U`l-C<E8)NNY$&CTB+xYDt`I9<jNT#8H2@SA
ztgv+WTON_VHwd<f%ZV=sNi${hu`g<zj3;A?sD76p9)3GN<GIK))>|l*zIOEpGe<dO
zhiS>ea_#Ng(gum?#75)m(5aiIA#sAgdx>e<qRPz^js-kB`7yC-K6A6PGAQrl(Jy_b
z^V$!?zezQI)Qh==6c8N<dUb+>kM7>N?<y#)Os`W8tl)@^#cJezRmT~$&zvsCDy(bO
zkh+KC+M#?aw;zwzbsl(ITmMIkxFt*-Q*LQQg91Y_$PJy3cp<-{xlwWH`3Mi`#4{l!
zpKC3*(ZpnmJ6qH4%<sN()l<TIzJfX4LHC^foIvO~;a*;a%SW$<P`7{bd~=3-h-K;a
z!C&&fTX+f0oc7b4qc+|CPti(hILJJ&_P<~>+cobjbn<Z5>+$YyPLtmXo$mP2hv+1R
zP&c$?WHRNpT$u8Jo92qC+k~^2{21QfX4#s1z85LtYF2Kmn5H+o89Le2uIVMU+`)5Z
zi_-L%HE41iP5Y@i2V~R3JR3U0=7+uvH@~Gjc|L}g!_TU6vz<;?>;2=Pja7b~r+@U~
zrrPZD`@(Nu>D0?4xP@FAOECHM0%@^OMYp`weO8!xjiFF%P}ZH)?GG^<48Vnyk?DD<
zYJD4(GCE3hwrInw`jUO6P;#{oo4-?9bXVqnvmO812iFBZ<hSV0H_DKT!cSi(zVJhD
zua9QdLZ%?3vyiANQdyq8XFMd^Uc3D_<ApjB(u#>&SWHY1bTXAAIV*g5e}dACE(f#k
zvm_3wH1<>kkP|d|rNilQl+l&K8(~a{j1r=oee$GeJ3AU=P6#MroY_A-{1_GmaB9D*
z5d-7`C~+|2!qH`*%WL`I$<m7|36|UaFs_7jkFZ4ys|~U<P1J-ZFF)qpVO??-b<#-D
zw?_h}XWdsybnLmZP_$wpE}(F}I@{vQNe+WJn{(%n?qCeCzN~a;-?c&kC&O@qOz-@$
zU7MH;i%=nuxhhGpA?mMC6uEt4W5)eMWlAagvvVazyU@+R0eS$l$%?s=Y=Sj{(C#%i
z%yZ`}Rg5=kC6sn{b~z3P_P<*=%(1v-GB8-lIaV4$ydH5vG-Ja7j&#pyID*;)lP(GO
zsU4^Yeh=H(U3+QjCIIf?TM*#K4V@n;+hJ-Ijx52LV((nl9vKH|U<D4pKCDf##r&Hk
zb}<jz*3qT3Z=g<%J+4ahs%dYZLv{jvh&HT!k~)1<F36?xl`stD@s6J@&Pd5f0Uwqn
z6QBnHCvdq58I5daPCx3KQ&AkeL#hi3eG)c^tqxd7hu&{;3gM<y!^@L67{U>Nm_F@c
z388ku3Q7$q103T>&H-t+5RP8w=r4C4leg0OuWuZY^tNZuHON6Xg$}_?71II_Pfs{g
zrW)Qog#f^1f(eB;Vq+WO4^A`wmnd6txJW8}O8htd+>e`>trJH|bd)M^3B_s34JQH2
zZdUjp@$m~(7lqiZNboKc4X()Gn1y7Hj^-OYM|bYp)ep%9@gOh%Tz2^YyPF?aWp@tE
zy*4O1do~H79Lt{>|M^(iOtnqAP3@c6?Do(=$?KRO=qE>b#_HcFe~wt$%&T)JV71MP
z26M9yVqDX=d>dq4Vm37Udcs2zMym`gERE<$>Yzl`9-@o-JClUmdn7_}C#q#>PolYp
zFQ5`3xc#P){3XhRROBf`P;&oDAixMp2+14l9^?DZoIOi(12R2gON+S^c`niTuHCXF
zk#}hA>eT}v04^hx0GN?R!{HK~BUloVU|Myty?f&jXE+HD(v<q2nCSH*QL?`poVl1E
zoqH7U82`&4kH!%8eJp93);BtDK=TX)6SNeOYiPe$gY-BsD7x_e5&t3W+dSXnaQFmB
zoccA=1eGNc2pTXVbUtD@iElgIiH(B5_ml6iO1sCS`<waidL31m;V<|x*?kfO5rZ-}
zxj=5MZ!4ez7RlKd9zr#gDOOT8;80mJiA^>~OP^ujrrpmkb56_m@<d(+*!q9vc8D&a
zOd|zn*@pvp{}fB>DM>-Q^B$1@dlVw?f3?gGC<Taa(Z}mk8`kVo@Lb635du`;Xe_>A
zgs*k}RMcS$z3joE|0$Ovvu%Xs>Rw5)rym?qV3DMH^iyEcCO{A<Pl=6+(%F8n<R9Vk
zF!~hX-*EXg){ml)9hkTDsWdK%9r9QgrbA+U#xWEa2a!<(sXXw2v%D9np14<@UmxS_
z>@BR%Wu#p0Y%jjKcfqj9c<em<%JjHhkaYg()@x>#ypsle0s@dNt_D<dZRNJDwu_IL
zA6LxPq2Kxas*b?Www$uk+2`MD^66hZN=?T7B$1c6V@xlMiwMDtXZP;B_N@<|JqyJ}
z5x*C-f$Q{!jx|WWGzaFR#C3utBmhQJsLoHHdAa;X)brtwAFlw|BkW-!(S&>5*RdWo
zP=Zh=l9=;pn+`00NNi;=GAHac>_5U_D;nfGV&XLFyyomCq=e$&f~tEQ37Kc$L01S4
zi`ZFJn?o4gYS=p6tZtVYf@?zrVT9`6v2+9gNkc9VNvn~b`@n@#_cixk2LNxlg8*e)
zleyHFM|{;7ud8;=JV}$dSySZ8CCvoA+czGrN+{8b^P_)yaAJt>T>R(fOSZU2ed9!q
z(-s^<1M`m2KeD%P-Zx?y4KGj|oN7-suL~y556@;YO1dw*F*MXQGUL>-{6O>{`9Z(}
zi52G7-nm>ajAH&djrP<7b{VhDHG*<ldU_4O!Df-1ax^Um{O7(=*8Gc*RdY}q{#Dai
zNASHf<^QJb{3{2nlrH_uIfQd`<Pnr`|HWm^$dAAqyCLqt4z6K<Y_S}k8O-A`G+0a+
zUBud=QQN~<LrGhpsb>Sv-VIs0qRtz|7SlHT)INHYY)>R`Q7T=Vm(0a6&eCbT9v#iX
zzmk8)4$9QV4aIb}x+l@hdsI$2?)J#CF&TYorX5J9<$g<VTzO~yr<VmE=ZmHG%zt+O
zmLd1>3(K5`EjWC?XnY`hSrxyc#M&$8Ek9Xvt%lE?t|fnep!ZiMisX;kvB<=yE<Z!A
zFG9|zL1kh`r&m?`fb84`-(xjzm7;IzK6&<dAe>hjm;67A^=LRqfqtGKTu@BfYj;;w
zRe|OekA`GD%-yxr_UYKm9xXU^>x^djN*r%8=rl>NJ=kaKnVI!QCHO@xCX@_v+fRQ2
z_tgZ<IG~7}yu2%Y5W27l+Eq|C=qzwldQ*>P(_J|Ar%+M&c)=Pm-t9=3lem7pMQX@4
z`c4rA(NO3p>$*BuV%7I!4y)5x4LUha(c6vv0NsUFm&c9Z%d1yuPJECpFIy!}tysq<
zw6OD?V7LDG%hkRf-64gnqS|tDzMBkAdK#Ej|MDiV;C*g;o!O-S!ik|bN>_VEj@KG5
z6P^Fwq88^wH=+e*!TKU4$^hJl-f?Pa8Q%Keb=wS4hrRE(ff3&2KAH>j3*yiS*Iq&c
zCY;VFT_d4kDKce%7!XNOXsOT>XMl3p77Z4b5>=hVyaIMX1+eGJS2YNX3D`>Fb(}}r
z+uYvPAJJC<&<4dQh-}bR0x?ILaSU)o)=mW4)Z6A))&ntqhTTFBF3$vJ1V@ML5unb5
zg@>E!eQ!@Wu$ExD*j`+LJHrtOqn7J9=bs3&NCKz>0jdGR1`-hY3rV;xFa#F3jkb4Z
zaD(hxG2^l>zM%-8oC_d;KEl|<bf)TWQ^3<_vwK=YVY)Lu)1E8koORK3@lj<|wC{`^
z3rNHv-*ndBW`r+qMO-MV_bRTJzA%+-%APxU(ArBHg7N`$m6p;S&H!lg7%Xr{;0|Hx
zHTrq<z>oU+o*V0<8UAG?2<Rt1KPCVFrRIiXh%b7tC*1%nA578<`o4o^vv?f5SmySL
zwA9qogTc~I%MPc#!vjg|V{plPKYdcgiigf}IiQsQccOLu5B*A0DjOA^vR9_9qFOwS
zEIP2LP-b>!CP_2vR=llYx0E4{C}4HjQm1Tf4aY7A0kMDoES`X{hHZ*w{s9%-{QGS`
z{^^Lq@}#5VZs#VN_o+v-U&GS=;#@0>cS*a#&e@v=Ie+i|4|^KVj-pZ##1SJoI)(zg
z@+;Rrq=Go3*4%W;NoL{47b*PVzH9N<oZL=ZiL-{~=W;oiTWyL#Hzx)ZPV1}AykXnC
zdFFkb!$?lYU#CTMwyvxhcJ<;iF^oTX;1mFe<I1_H4x8d10Gh#cd*#c&UTy`4AN_km
z*#@8V37R)p4uz)0aV^=(Wv)c5!9h7YQtdTQXvWxz`eD@&kaPLhPbCiqU%9dk^O8S9
zWeGuq=Af+Qz?k>K-s`)MpCEEx3yWq9`3UC38zk*VkDpU`5*Zt7Gt9k014Cx<8+%=L
zqjE2H68ZIyP~G|DaQykE<W{T-_fa8luU26iZI*&ES9MP`poCwq!p2*o8y3=_XnS<x
zJO7)YJp%gj+~g%RmPZ}-2jc+;zmL~?bN^a*G3yqaVmMoBXlkA)s@75F#`GR8eJF<u
z@7$RfABV%Be%T@WV8|-TFXJBn_HDV~5{q_d<u#Dj21=RE(%=with{g(2lSk6_5f*z
ze5>FEIcgGCKMaSl*Yd;V1tJ$PwnRK;#*d10tIV}lfE;UK-X!<?2Qu;AESxvyVHAlr
z1<o)zpXI8lscOl&w-X*`|N8B4?5Kw}^!LSJg6NWbTKrWnFo#1VGB{)krZ^+>$6y<S
zvI6}^u8nlTRQ8}%i07hVUFDZIq;)FB8UxaGMBm?`9dOCrZXGfoAzi!~7Upn~_LPp>
zwpAn&1D!=6NL%$q<957pf~!4L)coD6vpEx0<yM&Lr+bL)bULHl%vWT<51*WxwzlH8
z-w)%N!w)sgei?E+d)79YNla!~_enG1!RJS(3VFgb>{z9H6sW}6omOoud;ZPuH}`8&
zfrmecly=%|nDOMkzkW~nA6|&+84+GE64U?R-u-Z7R-)>eT^hfx#tIHT1tO~Zb#ZRf
z(>CPzpw7V<b`cs!Kn?nbstrPaxu6$s%PmmL-EaG&w5VQs|LDi-Q(3rJ^ES_<4{1Wx
z_xl9^l>NT^|L2**U;pwee&3T?+|4_Sh!a%2q;u{4`xnrUl3*rf@hlA^j|oNMOj8X`
zp|W_k5$Wme?{*XA1m=V!Qs~1ybRJk3sKZGLJ3#KI80PS`ymHUXHU>JFIe7<;(>WF_
zw#fwA1*Y3SG7_AaxCLb^C&+l2DwvC$ecyEd%^OyXaKJ(?b)87|H?U*TniIv`m{%qr
zb}S8Y{9;d$tatzrH65!x@~>`SLdF_;_d%kLttdvh7!g5OP9EMad>e)Z_cNOS$OeXn
z*5eZaIEm)dKS6D8=Z6;qNRXhN_=16ayvzx(s!>u-PE+PF<&pI@|1cYOb=5ZHMv69O
z?7ag6emx6!U4}F?jt%$JRBw&rTeNafFf-GBMum$hi+L|^?R~tX`5vocf9Aah+kKU}
zSwbAU>djm4@w`*&;@-bb)R!|P&?m{~oo}tFBaO-ug|BIe-_{zByn5-g!(dPK(AgvL
z^4(=R)5msCY2E#P)OqL`%<>gfRiA#Ro1)t>Ijvz>5o&dLwxoDq8+%yLM{L{hg%KFX
zXt5u?H$Jxy6fX%<Zk*?=9MV9R1YK@JG>lp<vuWM|K#zM$gHAZC+!IrmS5S;$q91}P
z#md^6T=fkbHjGKUd~bd0IHkA0pR2_M#f9fp1~FqG{5Y~N0nWK8<IN7M7GxbFiy}+?
zBp}Zj=x7`#2Mz&@?gQM<ywANTP(%EabLUbDhSb-F^V_{9tZZz8!Hnp|77Ojd1AtC_
zm_h@mpiytCvdP98#Tb(|H7%_Vwl4b-6@_k*%T8eT?f{r(BcMDK<+drRWW7pvQ49@t
zooJ;iKmToas^(4rLKpEmePC^p44(-!ohzLgb5$woIy(Lsije@mGj}`M+us3|kkirG
zfC;8A93<YMnA9t_X*(ZU<i<EZm&tE*py;8;8=Euhgf!@w1%2>&d2;Y$n%M5GU^~F6
zG<}YwO`SP?nttyUro}#R!try?(mq^YUtfg4PihY01X|nLh5@&6D$H0K*>7YB$HP54
zHy6B4P1$X7fR-i+ngUMuX7O9MZaLwCQ862JSwR7TICz8QoyyMLoSc{h8r(Zgb=_Y~
z@9F6|2Wrb372{$ZOz<&eQqa-SQBWv4J9Ok_M@L3u<6-JEl8aYguarX{XOBB-j`X&i
zU1#EmSWQ>=uF))js6+btF&O#y6`~~908`Su^L1xY+Gt9NJ6rS7FS*PTK{6ccHOO^2
zUcL;uu~Zd66yV80^sqsw@UF|kPftW+EoEY2BH1Qz+Ip}i>mhu(I0XdM(tDhoorTaa
z`;UoJ!VYfx&{ZmeL8u`3?NXj|+Rzsb;vG<Yps-p*!RrT%jM&8d903N_)YQaytJ=t3
zHy*4ZW@hG^XV2C^!6S<|%iLEP4x|EstE*8spaQfJ@oZy)Arc~xnZazveO*cc$+s3v
zFdG{ixqUEs!h?f!5cM4OIPwdH7qslDs`<eoA^zAoF>vz}#`j=|y()20k(mAL+zP9`
z9SrvTJ;5=NuCm<82y9tZTwE+H5J539H}}JgAUxUqJj|6IVE;S)xl01pd8?qNBV3sT
z8SmZatoW1j96AlEX#~=Du>%wXmxP!ip#~B3m^t0r-X6@>X&Zhxjg-;gLo7jkLJ^o#
zR#nY?Te%^))p!z11DhVnN}}JiDF_ULULZb%j;(lQYPze!ZGC5Fr@F50C1f1nF?)eS
zO{`hh{weNuQd*inpb`!qp5=HbYD@5DOY<)}zcDCBQ4a$bHcXM38W}59CwH8P>l~TZ
zh%Y(K)*L-)Z`*K4YO5LlDNKz>P9G#?i*ZqI?mN#!M$wM%{9aKD5MwMz1Kx`tE}Qhv
z88hgnSOBEr&YrmR)qv~(z`Su|R6eR3Xv=>Bvx5oD5K{+-tB)gjNa)K7T3RgLfP>*x
z?5wP;+jw}mq@~%hrC-28IMq|de@<_KhtIgG;_XEfqvNpF+|>#&O#uxsn(Sr>-H`9I
zL1Ej8RU@{i;wZi73&$rW?t@N2M0??!4zJ>hf(pK6@ejUf4~x`(JNo*@>cxu}V_=r|
zw#5MLqN$x7pQbiHp5nFb?d=EE)Hd$D#-!094%U|-oPZm@eEHIR*TEQfSDcTJ&&0&U
z2Nw<8(LlB%DIii`g#@r4B341@XB$I8La-|QQA)+Qlrj!3<WSE&CfE=~;O*?)q9Tti
zeU%KNqM~~G`ZN?!rNWUS0y5GG7}c%p)(tj!9I>4=)hW*SMSh8Nt5@T<QEY8(0m3C?
zyMh+{BA7WK#Sgw0po|q)$G%C2&a<w&n+=cnG<!QW)86JvL4jjs#`@sq^!HYy9S4HF
z*qYma-N+xbF@deEt>8Ka0xhSi@J1maXAx*zoJ#G5;EtkM<M@)C($MtuDY+yq4iITU
z1md7Izl^eWi}VA0PDAG&1_tt(!Sp&-;mYv-{d?gz7~NBE-QsOAwzjrzc>LJ9ZN5#r
zd;kty%Y2S@8&4ig(*$0@YiGQ3oxHsK6o|IXgM;5QjJTr?(@>(Kq9_y|9-d=mPP8~6
z<l@1EsjIJFHa9mnRwcAxe6|y978ml(?>9FyfL5%2G`e!N<^wU&hmRlAiaWf$<|f&P
z`l}i0qN$O#(c_|hxkb~XT#A*UR@t*(b&>~CnLHI%*p`4$99~u?$p&sTo+wr5k~sJ6
z+ZU6;u`_nNa&(viCl#1%a8M8jo&sS(!6Y8Fgg~su^FMz`K=X$}c^yp>s+Ca43wHpj
z4Gctb6PV8Kj4UjNk-NMVN)%yn@eCBP;am>K%s#o}2bV5cqK@lmVQKjiV~h{rm!-lQ
zQ(aNf{}ol7XcAMivz6Bc`2jWdPs_<s$s~L&OG`^9xB`MefOWuwjdPvQNV;fS9v-<l
z^fWsV@dU7IClGu*A`K58Dh@QT-bM5qaK2=GgfhqeW&FlfH<5<216X<><DL9Yl1|$R
zvOM`9aF_+~8wQkE-@ssH{&K8hh_e)+dZS{ILSe{kZDaEiJTiq)qbjue5m8Ya++1B>
zU}j?RGk;`<0X{mK1fY>Ypx4M_!>P6XfqNDdn3<j)KxXV{xj^3>M%!s_Wpxm{Grh!Q
z{m!|6u0e_y0m$PK5fQ<ZG6lXqPzv9C#ZeiBLLf3Ih!%804H(v0V_95FNZ5T&?<q0u
zq>S(bqgR-E7ha66eH$<!O<i3cm@fd+STFve<Aq*1@m$0kSWQQFNJl3M6~GbH5_Z#%
z)r`(l)Ya9))H6WEMdzxF=PNZU>kvd|5v40^Lt<@okum|pF?B%qhmIeQ&&kQz0p$ZO
z1ox?4)tQfXo@Ziul$xHd6c7+F(AUSYO`7xJ$Lx|1kU|Z7{=EB#rzZ%21Gs@$Dc7>D
zBcc}70=KiXGqJ+7e|39*YG51_BV%jtLfaF@EL8=8syqdwIDm)#Bv)z=4ged7;5IQc
zzd+<@W?7j*MUrtOr}38JhogZdHyjL=k7#n*Shx%c*E5@45vqT+z~HfV6Zt><HOOzd
z`JewM#J!F^?AO<X>Teu$mHqRZnaw!+X#Rt5)>{>EaGScOrksXGvmx6_=x1kOOklW;
z8_t}irp?KUs_kbT9q)tO{NwXt_s4Lrg)40IH}@m>HSf;H-%J6&4203*4{j1;x6{Xc
zt_Vq>Ql!KFfNf`m1)e`rU12`2(p|P+59Qj;`1tU+xK+oGce}9nBiR?+B#OPg{fFUU
zDwLbh2+Z%5aZsKGycCw0col_oQNsjE_duwi#P!Fr^Q&shoJYs8qcBMbm|ZDmQdolJ
zi{Sc>Hzg={@G^aXOvXO`Kv#v2b?Yv$)#^KEtMa0sNj$ypc1hG9*X=Q)aj>k{f#JW>
z0{k06F)<}f2O!Pxn}h`DMoi58moL|$WWYZFP=C2M!~qZsIio>h@c~&GY$Fp;USU4s
zmN8_12rBbBuz9FCUBUwLIBdbqF^`<a$}q9E4#Fu})Zn(sET@=UW_5LX#OoHEe9lgl
z5)oMs(cVK)LQHLJ=8l-%fb%3a28(Fo+p1SxR#s-DucOn(8ed*8Zy-6eXZa9YJ0tEj
z_oa{!Iu#X_t>Fj#go6|oVI#T`7l&M-Bk3rQkI&2w?z{{;W1oZscEq8Z*xIhb1x7~A
zR&jCNSJfpYOoZAoH8lkW9S_WV85LTsJgVovvf{bE1azjRv2i7sw)Mc63P5e59_cQ6
z1Zr8$ix>0=tMdV0Ql&NmB@5&nI5wKWIzmufulK_D#HLcLZ6Q3@R<^cv4Gk->#oULG
zXuF*NKmS9ZJ=EM>y7lWLJ7S|JAj*38?%`!-m@KH2;#QF2-1|rWmKUw9e!02)Xz9We
z64pR>O&Sgmb?~3?cO7l*tx{6Qn8QAGm9B^I%_ksW8HzSSABmZRQm+P8eC(A-p?XHu
zyQjK|IRdOkx8gD@_~CPzAk+s1O6_PRE?>#1Zr+dAV`EoB!teu9P>K)czOWj2;*mUs
zXHQIG{eCU2^{Ci|l~D>)C|Iz#eYM!E`bI`p($Ud@QM78-2F$Y$pgyCNrBHA*k#>b#
z5T}t=TAVi#Zv6$+d80P<XQkc?(#TFvqEasq3w)rD(_cNuduedVm*Y@^JpcnB@P@|5
zbtN6GttRM=<<=NO7YI9(k?wOfcy0sm+=|xV)Q29a)*UQzXkU9rMtDI$yN=q)h&k-B
z7Cc;t0*wg!0FV0Jytx^lf5jV;M~52K1kdn2k6B@0C-m#qy|l8!r$coi587GEGzrcd
zdd7Be+d7PB7)dZ8_IfTmEXjQ!8~K51)sF!@A;J>AIT|<`3XUH^#Bzd2yB3oO!rez<
zMaH6i%oi?PfS0r!vP@B~afBZ{jkZXszszH{P_Wm%4Xqs+LF2F^dT2rwwtSutg4z~_
zzzhn0INLjHPvR_SM&=ooD1p!jwigy19RQT<J`TY2pRlzgL4>F>#8`ODuI%K5(i`<z
zFG9p|=>G7*$%fh4#`N^`Kinp_;rtK52)_?NDxPW{3I)%%QpS;Zzm5e^&SIP?c(=F2
z?H5#0a&86*@d4T`zu_oU>);*M5wK@&%9?b=Xnk>v96Wfi26e0>3^_{k7X-$5u2$US
ziaHF=msMs~76PK#%U#CmQG=U*&CbgUK%<RNczQOr5Gc9&LfXpkSR<wz{S2^s4%iT&
z=sGjDzrUi6Me&MIDfR=XfDN>dA6Lacq$VfJsU=8JG1!Q~6BHP@0}dY)^>gRM7#I|x
zE1>Z5@onQwPD<LkNEQROT1S_UuTWVl)t2E<weKuCq?ezU$E~HMH90+PFIa-ou?3DZ
zE{kMQ_rl%i0KSlcCW;!0!rK`x6*yS^Ne38SQX<xdrdCmLDJc)2#xf7xXI8&D_76u+
z28LWXY*bWKn3u@7j{8v5AzI$&{qrWa{13RkwO^q})`V-JHOS9&^??6-BK`dpE6-4-
z+H{R+M+*uHmiQ3n2K6Ia;8ZG=<4zA|0Xw&D^$860njPFY@`Ac}!^Vx`u0O9`V_bw*
zPoJ*c^oo#TbYh~~vSrIsQ8+;vd}b8-psR%IYwC%LaSuF3IXMlmNiSWtETXDPy1Vr3
zCG^h+wX`Df6tYTXU=o^j>lWtx(M@NNILOJ_*wnO*GKI^bYl+842Jth=q*t~BV3eAl
zuZF`*?lpj)gMT*0EM02sZW2VCp{=crH-13wH8A@96u+Jh9668c>jP3Xv(z&R3nNId
zGgvhW3Z%}08w3+s)FA5US8jfWrL3fw>bTV`Hv#k-Ty4@1KoPEIXjq3G7UKFFAcf*6
z!tQQjYDyy_a%b7ql&maTWo2d4?gtN+;9;PlNS*(>8iPY{^^$HM$1MUC*ukkY8MmD5
zoUyUNI9LeN4;Dvtu<{ASx}iNg0FXQ>D{JS+Az)M3bERCzDfo=o_3A**Fb_SBlbSHA
zDVmy^=r(EX?LWB-;Ugp=?GJ#0@B|*Mg8SB7&JcUyl;dzQge$yXV#t*%6bcYWVGE!_
zuqs!=hAFE+upWOGw@Y-a0RUU-YHJt4UV}7gh&nX)S__1D`S`mQ<$7k@%ixY&K{MWu
z6QXvi6rd>CsnAt07**pT+Vzoue^{`KTqmqw5i{tna+kI1g0Oa$X6EJ9!}XnI-xzom
z6Zzir%IP_uiz|-c=SM%CbZ}UUzRPqT;0eLIaNpI%tX^zIa{?6L@xZ0)-y#nfJp+Ss
z4N8gt?3gPo&>0Ck<Ku_n@Ieg|GZ`Gb5?7!XZx6=akFe|b*<((45jY@jc9Zl?7d<nS
zTzZR9JemNxLiK<FS#4X}1`5f-bQ*1^gQSIse&C<e`N2_JN5`Ta;<MO_10S7%&ff=`
zfqUbR_B~+rCg04=Or;F<_N=%|-tU_>VQQ>n8HX}J{Uj)?zzxhQ=T%iy@ZNqZIkGY{
zCjrR#Tyovp*m>=NaNVQVKN68!Y%B}dT#G5#aj@$;V?zhC#0-K_0*C>^Ov=bu-utkU
zfns81HKQ~kQh$R}T|?tSaN}j=N_0#dTelJurweE~@d~#ASAiV0YI?M)Z~!puJ<soA
zB!wE=n;d62em^}Pyz6dfmDyoOfd*I9U}$jvQ8SDDe&?^Yd_#M{dtU<TJ;+pfcXLZ;
zFMe5LyShidUXKfP3XTOl;^yz4mfySAi)XY33|wQ|@fLc#6k)b(dw`FEOrzY_k3eJE
z=(BO{>&(cA2w(JDru%m9UV}d5LwhbOoWGZ%<i;cnb<1JPVSI_wizDCxdTf;ETUxVI
z($bb<@nqh*)%d^|=4vSFMOkc7Xky;;O^J4rU}iHQ0KEXLKvltF0;Yvr=Jlt#?p*-a
z89lGYs{~XE*h7IoRZP!rGE-qd1z3Z!1ouu6uVi9jp)*Ev2#erFM+cc9T}EXqXK2WZ
zDwG^8*O&K*8X6h`nQIs*!XbbqCoZw7UuW`6D2g3+Dc7xE!g8-~d9}2n;lj7Eo&#WW
zj1J1;LVOq*sYM|LXr)#fz|)zrl=nC#>J|&vvyd7VcrBNNg#L`*YFD9LV%Coj>7Grq
ziGuMpJ*${q4Pf=t-##BFGPlP9(Frj90oCj>-T@puP%y4R>F$q@-*oLVx_QW47bCo<
z9uNBjaAGqI-_%i3godtxdiS>L#0g>yjY906*SsV^{ZMo}izo!^LFoj=4g=mL=+?5(
z!DCz&ibDluASQjA08Br?bc}3Ea9t6d)$7A9bHApB0^bma>GH)!QjU{@kGe^wBPwZm
zsDjaMI(~S;ft4Dwgq@9zPCy|4uCzFg`CxR@q)Nc<de3Ey9U_yRB4HGxCRwEZ?mvC{
zw&2W2OU7E>UAu5}b3`s@CAM||zG4Pd-+IIWmE5yuPcJw_s1Cp-dI#C#BM1gZR4>>C
zSKI^xk`}lN23hc0Cpw<#bOXeQZo-K(K0U37Svk6JJhde1vG04A^umv`ImXrOxO}8Y
z0F6XLPfu@b)Zve@+x2LK3Y6}Zm#1LsL=3MmEyhP1o+rv|WWTx~hOvS#Xmd5spR3(a
z61Hj0RQfgn*4?pVL<O}9Z-LmS!TebkbS)_Rx3wZ4T^4Nl-gobOQGl8aG=yU@7vJ{8
zPDCtCF!EiCrwbK+FOE?`aq;EjC)_Q;^0BeC?He3iia{=-Bv$~ss7<m3G)~Y-r7O%d
zXq+(rWX1vwsqZ0}TB7vv&wIk&lbh)7Ue<IyX$0*QD3A|P)|%Sdl2DL-9DE<T%f)>*
zo?TFjm-NT+Sk+dF6%h`C5i5L2>M>~`KrdijMy!rp-RJn^cyw!h2wc2-_imKYHj_Vv
zC`8+dCdND(1)11hBUM#Zu=QY*M)CgsriYaDq@071g4Nf8fx*ov)1eU|ClSbNH8Kmc
zYBBktS(p0=2qz*^hj&HZAgcT%)Jv|{7EpW%V#GsWLhR`;+S^fu-EG=uiw#@rT4vfQ
zOVcaGya2-G5$)dfXsl$Jo0}W?TzSUTp*XLqn}vwG0A@loC{aB>dBT3#9{?Ek(&}aj
z^wm2Pq8lXg<$0rO+uNDo+);<3mge+ZQ`LU824=HlG>-MqETROzDJ~s=GZ(3$%{iXf
z{tGZ}5|>8FD)g{roy36zBuT(zV(quj-F28w5yKZi<|knMCCBz`Z_dsiw42QAwQU#t
zNVBiyw3c0}20eHfwj)krVhu=&f(clGyxGcs1OyTa@g{!31OFKc@c;D9v)*qzPdw58
Sanyl={|+f0LF%}P?|%W30uWsQ

diff --git a/_images/bfeac18c4a6d69a1a4c8c3c25fd91fcb3deb8d4e8421c5bc775a06d94f7d76e4.png b/_images/bfeac18c4a6d69a1a4c8c3c25fd91fcb3deb8d4e8421c5bc775a06d94f7d76e4.png
new file mode 100644
index 0000000000000000000000000000000000000000..0f3e9daec77a7891f43760ddf00395c730d88bd1
GIT binary patch
literal 24559
zcmeIa2{e{(yElAGh9X0SGDj*yrUsHZR4N(_A%qNNOfriymZX77N+OkzDO2WzGE14K
zNRwHaGJU_Z|MTo=J<q%M+H1e>_kL@Adp&#A|Bm~<uj@L`<M>U-dHJx`-c>6(S5hdH
zRr~j;9i>pHyeO1qx9Dl{%1r4q5B#yqMg6$TF-I#GH#28T${{lsCp$+MyVK_Uu9nW{
zPCGhm6W=8+Eyi!-;^K5pPC~-|Uw%N`(b-yJgBEog-eiT-K7(@<3bPscf2wCnPft@Q
zrYH8Rspz=hAMWxvp)=4&J7&Eu$c#?KOxcXW=EfqUcCPx()=cTtftydPIPV>}=b6$e
zk`pbYFPde0Mm#a{OKQ2YSo)h)<qINLuE>-cA8Ditnx3X}t2=*+i)Gy>pQ4BLv)^`o
zeQ>V(&NlgT?)6bWp9iokQ&ZDPXgi)y{#;x)rKYy}Wa}E%{eEWJY8$D76j*O8|JN5w
zn%mi~8#p+KiyOaM&cVU)Oh?34KR85W{f6Zuoq5!zrlzf}YkfxQ(sJSs+z~IWudi?a
z$RDRU(pMh(OgBmIhUK~`z0ZAp%lJo?^Ip9&%-gA6U00`Z@F1grpx~oMn`Gk$D+O)y
zsXRJNqS_zaxIv|)q$G6U%ImZofnzOUNlCT|^j>@S?#+GmN^!iHV!6NBm3kt(P&&Kg
zro%~-SRsL%l(LwReajfV1O!${4qXn}SdzB+f9OT-+t)+huDp5c*4eLhJfYS3xw)|p
zU9S?l`S6L)E(vYkEGR3R>$ii66140%RqutOtf$%!#n1O{!?zGQu44U*ib5MpQ}F1u
z<@QR$`HMf<3+j%NuPK^AleWCXiDIzRw=d0YnX1HBb3O4fA-^q@U6wET1OzfxA8T0R
zrN26IBlOk|=f+-<w9lJQw$2tvJ4TdVaF=0Xy%D)wK;m1a8?_uWt(Mo9txCfy<Q10R
zZP@DQqr8476c6!~&;r%xWv#7S9J_5S7Dp>IJO=3^N{d><j=eka%H^HN+z!q#ir=qa
zF3&!mN%~OAdCFdf-?2k9u1i1FgoffSC{Yu7bFRlZJk-oI>i%xJuk}j7wOO`rQ%rcK
zO}$w)e0^<Ou7qfQm!@z%qlBndw<-r#t0(8I%|9#RKV*0E4SlSueXiIE`lmZ=do!Fi
z6tus**s*)`bIRs8O=})*GwRr$@dA(YFJ_Auu6+&sWhg5@RkUs@QblL&*uWh>mc#4A
z4qIA(T@YQ)-IC(p@$z)@iw&%iuXkN7y|XSTJSQ>DLWsp%!O^48w&Yr5No9x5%<3{H
zUJG6?)1eBF_X&@;sF<=G>+RuDxMwV<7I|fx-@A}Y+bC>750_TcDd~So%UOk6{#snW
z_W<MGwYMp`p#{;~4}@D!X}>x@NQpLQx)rvHyJ)G%{Kp<O%g?%$kJqW$x=YMIRP6V@
zKBqX9P<X8^ujvTa=5bnfK{^r2$3>%}U+z{*kMq5ENenG{1uI{)vpaci*s%QL<q+P`
zTesHu8B^k@o>3@Ysl4f#DZEQt*?u;NF85RF?UOG0Fn6j|>3c!p#ZGgFx~f`rhshso
z$M^(1?Nn4$TC)bXb>_QC^t|HSac1odC&!%;?;n<t&BaP%i*xFC-qn^baF{0F{mpVD
zihkuv5vRP=RL8uba35SqEdR+FC*=eYr>w(?*V~GfB<fZlx#4bQx?XH{RCh+AI3O+k
z-C$XLEsgWJ8~A4j-<e0}2luLJ%Ln;b#x_!_Z&Mw6+IQ_c*UKGedKVca#;(SMh`mlr
zJ-CeetXrq7ZOf$)kquLA|EyyC!!q)J_Qi`L98=@t<KI3ead`XqJUW_~W?9XiIVlqP
zyySH0B^u2rKR-Y3!LM}>Y_lH-?!6XkobQ^JlN0>#A>Wt!ho-Exf&wCuc#G+gu01w3
zTW*UP9PR!6^5yo-)8$v#4kzk-YkC@PkY|u-6&1;~&FX4~xS$~QjT<)_1}FC&Jox4k
z4TGdb1*4czcJhf14K*FZ?B*BB27}#&yI;ADntbzopk=*tsf<}E_SjP`JUMBjk-om0
zsmbr!vutlfMh3Ep>Xp>hF@<sNP(6BdHM{tU5LQ7A`3r&}AyvmC8Rl;0de2H<`2Brz
zvSF4;&#Sz1U(Kh6+Qz1*_bx3iNL`qBZ*Bjwkh^;I>V_g8uhzCU;emYD;VT|LzkK>q
z8~sc##qi?Xwsnk>>lmxNH8f}`{JVE^wY9aee{8eaZrE9rajHEvYsztJMmE>=oZ)7N
zoCJfz?=y}DFFe;x>h0^h#9`{)Xg6!*SQuzkd#|*tj5^<KwBkeJu^YE<2L&>4ETg<{
zYGPft&Sr|!(b3V;*vw4Hx{kZ%{;q936L;^fla-UZt$wSj>r+{9iZM;n^{g(x0{c|P
z;kufdm$}Iw%!<v+S2C`Xq)bgsSygX7csF)lY2(J_uCA``{b4eacqf~z_M@YYKRzT{
zb=19m>xbusF7oNek28%s@xccQmnzM+bDo_UGYbd`Qcck_N?>Z{|I=I?hFv+DeNM0(
z8}$=<ylM{5`xCx(Yns`fbjz}`vKzN<`TzV{A8%6V+3?*3cR0gfeUtYQI?bey>@#L)
zQ?ZRUV$XB3e7}D<ll5`%<f^~jpEG~mAKeiL?gI;hrc0_nztpmFavIvTJ$}5gwY9aR
zx|)H)!peGaX2v~pF{8Eh_=hC@)CO^G0Rh|R&St*TBgPwrgf<8Zub?=MbnYU5-?2ki
z_|}aZ7Y{}6G@BXwG;8wk`gK2TrG>S@%zPS}nk$=M7>ADcS6cLzT-3ZiJ=(*E+p}(`
z-MVXhO4n9#?L65Sr*37uT}@5<rbtWJx!w{gmmeSYN6FBP^_KdlI}d15N@RMxsW&V)
z@fe8oPHj1pHS;Cfk*wEsjI_&XY0c+n#;sIFzI+M7^HNh+e}t9u%%o7R+jq&Q+jYO1
zb~5$_&u-TMmbkalf*M!1Y`+`5!!}64YieyizA4L4dsdRp`Hce4ZFFC71&4%8So~9D
z@qe}?{6}2#f5oT!2;ICD?H}KAO<=Q3WxMW%IL#n4)BQuTIn)~-2FG@Mad7{VZ$0)k
zK`F&pNZ`2|x@1YKX+_-6A9b=m3)?BZL&KRf9ooKSUim$l&b1-WGETPYFXIY#TuxaR
z$V#~`>P$shx-;Rcm$ZgeSNz{%q}1iVcZ|?c4kvxET2kcrb^qfJHMK~FvZB>9FFT&L
zj{jg<?nO&YIg|gfq9TS%DyddXwB>4u2!oNWzMoi=aN3${SLH6{TAa1%ZKP!Hly^}(
zwQG}xkh!fz=%$a+$MZSWbXKI}>HiIv>Exw_hllS?H7V>J9At>p4BTpzeK&<q`V_s6
zNMzfG6eF2TX&Hyk5<e>H-XA|!y1BVAa_wYv8|~g9dhYXE)|a*|OsEKBKYy0Z&;G2=
zKdq*gpf~V(vAfWVe$}e-n?eUxZf(MwJWfauZu&hrSli5u8d4d~x7W^2?85x`-Zzz%
z7H>jWtA1a-%BZHHp_<wvC?&<pz%EvDb^W$9yS5BxTMpL7{%6h{HYjJ;M!NDj3^bBH
zsy=OE%N_ar?pABIJ=fG|PdNKlLkeYaw%#{xZ#eHvrP3l5&~LJFKD&W|!SQr+nxUbg
zhG$0vv5U<<y$-bETZvtG1>5EJ%))ffr-6aMGasLS`u_A`1s$I^MO#~&qO7XAth1{t
zGM3KII>v)`=gyt2X!s`XpJ+C2+!*UKH<gx|d92E1xSb7krK~nu=17WR*0O0^$#o|s
z*G0_Yawy8Kt~)a_Gq*m^M}<1;RekAnadUfd*4uUm<?d{w{I1(pD*LN7Ii|W^oi7WO
zC<-YlQNFL>#qPT_*V9<&<%Z8uPSF!oP~b5!F|kTb&&mo64yHpbrJ{WQ{+*tYal2^$
z@Ni19sMyfgnkfIMZPs6mc-O3<-n+Ll!^R|UxA#n1R?<nfzsh0cqpql^DE2#%;zOnv
zW-SMn4&B?XvTq;#nU)t}J-$mk4|cnWxA<s3kYii3>EPin+oYv?zkUsV`*t7Dz2VDM
zO>|o7+c?8yy=Np<_w0G3my~jp&i1b!k>i@rFla6wlIT{l`hDO+{H05m4i|c!zrX7o
zE#5Rp>uFh}sD4e==g*&eE5f*{RQ_WTS55l(#puP~%6RJkqKx0a`MchC(SNWdwXCv|
z?oa79%5m5rC3QqN)1s2;^Or9I^71Ey*YNQ<Hk-0@afNyUv9$;8Q9E@=SA1x+yD$`m
z9}9qrQuknYF#i7d$&)@TsJq)wuST0DO-4{$oT<=jTH}G-`Gzc8eTuR_?WzVW--5;8
zgRMD^e2eoxwXgCja7q-<O9Q-6Q5NQ=gC9KL30lP!)L$8HQ5Ll7_)D7`1{|wc8*e?X
z3S78IO~=B{9+Z|QNht|fv4;G8y2qFAOcv+fYuu&h>J@@}dry)bg#}dk!Z^R?l|E@A
z*eUVnzSezfjHiq7{2`p_^{uP3lV!~sf4oSlzWdy8&iLZo=+Eo}0-ol&d5Uw_cy_DO
zANls%)OR7P)!yCR{UlbE`t21fR+QpxHBTs^t37kJ2A_-|9O-`#EBm)q?0<^s{eS8`
z|4}vFGKd-=<uP$;`|0<~wY0RxCMV02Qj4yDkw@7J^7B(fBCG7~?RI-%5cOYzyEh$;
zt*kaN@ydrxcY86@G4sB`iV6o_{gn4Lrdr>%IoV*}fdj{$NLf^D8I+cmW?8>}MWIRf
zn>T7=$I~d=tZGU!EUT-s>`|#LZHHGzWMK=$drgnfyf}C6+#Wl-<hG3RP>y)$1N#mg
z3M?)z&gd*Jr;&T`qGb4=*3)%T=4x#_f<m5M#T}4H?8tH4lW?@OtE<aywlnXXl-HEq
z%-meO@6zHrr3><Q_CGJ2z{0fYDN;aLj+g-AD=+Z)>Gbo<A)O?>loFryjI=;JmWqJx
z$|loCU0t))CqavaPMbtY4YwH1<**xcta{twYMayXUTn*0gT%7MQh&O;@*dJaPHd=H
zBGo;fgIl-THZ$__^0pRw$vn||a0Mhm>_jdL<$6raHI&*+dk-%!(ZQ7rbGy!cIr*g~
zYW8;Jn>Qtmjp@nvbYC#>DcTK-91lz$ru}U1WohGPW%Z=oGGW!+(2(8yu%oX(%d&^Q
zi+OFYR;<~yWr=ykii;=%-R}LXYNEE$8Kz`^n7c1`{&`#WzZTL==IFS`PoLiLTnaC<
z+1@wysSF)55I?HPldSSbI_YX37Ehkb<$uymbztB6sVA|;PM?;!4z(V!YX}Ms7TmlU
zZ2#fjLeI(ArteO(6PB6MPiEtoBJ`5Bj+Lp#H!8<B9@lZRU3#Ag<)G#7%0bFUhXa|h
zk1dlryJX9yXndTVrL!G-n6$O)%}sAbL@ejx;&S)!prQx}2(bL4$~jWAhy@~h?#oqa
z-@jlmp%#jYitgVN?l_J0s?5*yhf8vXY378WJK=d=2PQ@hjl+s`I(t?HZL}hsFC2wX
zM5Vjf*B69i4a#I0diU9(Rw*&Vm-G+4Cob!@A5_!1kA_Ug#I5{P>p_IaF}_*AVyt3D
zyRKJkl!lk5k7c$jOm#SZYfTq?X}Gm$_6t|dT`6i>f2xZYFJfU87?|cqM{}8*o3pU7
z1%gq<qXD=tElhiK2(c=pKR?mxHq^?h8lu|5k;O#0_aBk*n@K@|4BGF%ArYN=^FJn3
z{ddaONu&21>%ufnSzF)PYy9|DWF!stZ*sDjy!%*5Tnid$#JQA}R@*tvY;8mD-{+>^
zko<3(F<<SnFb(P~!-duk-4zT*f&t2&o^lY!CR=wW$miwd<+_gx%+JrCw6JL7Gth`n
zzi+E6xnX%mM#f2NYr05H%SgH7{(n||epZL^;k5kx{5?;b29mVFNIN?_o#v+OvBB8$
zj6>^(4ylX|4A4LVOk}#?A;lS%>${}5Y}qog#m{wBRU%&v*+#G}LEdxP7gN;#TH^PH
zvw@oyB?6RD#9o}pTSgfh9~Yi<-MZ2%zVX@e!lzHI6Wuhv9JKxpSjiq-nBYql5!~5%
zLfCiQ@{bah(l!!Y#!KPm=B7~eU!1sj=Z=12zKfV9(=oon_;`y%S5*`?>#FX`JQKsX
zCN<YC7FOMYjJGD;p8M4{UR>SdX|Vd;yLY+gzFsRIFg|hOaE?Qlb22OIjr&zwhi=`v
z#mdcnqOawFqEGwti>c5iJbqfqFU|i9yuBWf7<ZB2<Kr)D309DlWC>>CQEhs1sQPh?
znwroNhb~#6UGWm3Eo`UWUf-Y|<f`)i{rd(WIf}=Il%t8)BO*@eS%Cu{&vUkH)0rri
za~%pf+g}m+eP^}5UQ#);()`KcGb~3|MB2(|Sw3$1er0R_moIu$J2nW2>^^E7JB)ST
zjj~qovu^j;*q9%X6)<v56;$5@uTA(i6u=8wKzLw*Wp9@_%ChY{#y%X=MjhsfiHUKa
zYO_8IoFknwhrNgEWCWN8<z+@oIP6d+=esCBG(3Fc?p>Ryd*8m<0Qz%awNU&(k6+q%
zu#1a}LqoZ{)BavtKgT71e^wqI`|PmWTaAdsLGc5<q?Gh5PRS4%;CvJ7jr051rYLD=
zK8nch+GPgtbyvw(5xPVmnD?^kk&YZ@N}A7{D|o@DxzS>Yv`&-^Nwe3>xn-RwXV0EZ
zOHVIlkSK@^urojrDXoeWy%7-+5U#YiPE;?sBu+gPHUJfs`|s~h)A13REy*T@oWN?A
z!opSos!9AB>Ea@YYH?u>-!lvV)V%KgF7_6)%4<9nzk%vI{jUQVW`5QyRVVwX=@dO4
ztRO(?*LOhc^MlRh(8pOhID(<7e-<^0*H}gI!?L{5wcF?SFR5r#u!%Dto?TqCSt}M#
z&+_P~TaOQia(Dk~EPbcnzfRk=zg&TTTux!+ky{(TH@pI(Q|!kxXTLRU;NI=Z*mGfS
zE9K<(_X&{T*+E;D<B0+932xoG3QMW%<>@A|-&PPCKT>@@Z(;DhOI=Ny>3iMKA!F7}
zsJd0>HfxIR+O<BlU}7bZHaOW8KR*gZ`OKLg7WUI-Ts!TQJF@LRjgB(o|44b{kTB6{
zR+{cScR1-|Re96LB>nh3!AzRQiwmQ^@wiwk(>j}`C#yyPkC*1ZDp~4j3wTQJ=a}LQ
ztFSXkII7_4b^zqislQ^Cm}wC=a6&n_9aTivo@(e=k|#?jzrHn6N6R=?;AJVxs<oNJ
z9c^u9;ETtz&ak1Xq?wh`GOm|?tTuNfQD>I-dsU^u8r@az&-X_Je7~rsuAn!Ai<dqB
zW9@AT(`&B7?NpRSG!*HSN_3q_hUZWGB)+8vwU~IVs=c?P3=-ExRJ_d4x08b{l_>EW
z0uI-WfQ_z#`|;tqE`zd3j;^QYtBHHyU-y-KyY2Wm!=4;WRcAR;ezKLL6p{}U6BFT#
zpnEi4UUS|##(GJ5tFS$eXWOm!_V&Jh@7@*RV^1Q^_(E^5b<-{m4`=?-oD%xsgO2yl
zS{XuW0sfEn7LKgq+^+2IF8kzAbP%eXsCG5ApG>zqHMxmW4xO@BId`mt=}<A$mMP^r
zbUdNB$fEMv%<sX}#!PGN-28kCf;eK*p0*68gS@DzsVOIYj5EwSlW<0qRafl$tFxM~
zo157i8yk<mauEjCXaxQBwzRXe8>^M+;Ri<!<C3YE8ShU&S$gT{up`huJp;qGXmS_7
z#&|J-jZ}g@G(OiA#W$csGv4aNwI_&CMNdz!Nc=v!Utciag%Y&oh78LCs3WxaN2!jw
z-J=EmcnY5aIZR5hKf=j-LGZTfh>~&S?d$71obPHM5FC8x`2#hbaWT%sAGmf|w-N4T
z)YMxqRQ$w$H3G`5*586}h$kjGJ}4p>-xz`=w?RxSxrSC^_FH`TSeIMRK>pVvu~Sx7
znzMIp|AywW=NiAZQ3qN(?bmoNlC#Z=gX7Lhp9e!^Y2tGF@pUSr9g9v6|6plc^Q80l
z&>)^m(^KuAiFepeb>^OhVn`k1HIlcw2b@pWG|wc~(n<e5p4MtG-h`|q6*cWG|Cuet
z#yb@iRnk}Pv7|?Xy68Tn@`izHFk37I^#v?^AbVl+N88lGAaF2)6N`{M8qQ>a6gx#V
zTR;#bkf_Qf`u3Kj{_cbW90fotmWSgfeh#J<$5~e2_C9R7K}3EiKK`PVg`e+YrumfH
zc%M3{5=BKtkQ4k(QY%~2EzU0do?PuX_-O;fp-o!%LvnL-E1$<hPDL}RvWva-{yC%n
z<<ZW(HHIndXkH@OLpKEXrrCGwgd!+hO{lHDsSg{fqtp5G>W2@r{QmXbpGXRniEHJM
zfuVxLPn=OrJQ%%m6*K@Tqp4BfB`&;ISunGVQIY558GK+b3g@?u90_z1y^%?yLeCul
zT=*Xv#G{r$sgoss(mYL%WC7d*HR4OLfko{eM(z&`T6nPA@B2pEkrTZmT@ziVkVFk%
z+Fbnn`BbuLF|T#q{Zg`lb8}^}+=&<vUdU{1ZSC&qso1>p!<ii}ay)kSvn=m3ezjRY
z{8Y|i8jzW}&9A`v=QK)8j$=;+XtvX@Z%2|1GHJ=`AMVJZlFzG*!{U<l`Tep@@R{34
z=L(pV5S5}MyYkL$eqC1fskfIxM;E+uF0}6BM>Y=e6D5%4$sX!Ox&PKv>>D`LajGF!
z<#@)a{edHy8P6KhOf#0xjE=5#=&6gA&^~hH2p-KIn4)qn-zdJmzAmHPJRmrgVA_GF
zo1O?;QZHL335HWJQ6=i+?5v7aU)#O?3F||m6`?m<E;c%FH=X><=ktrTps?`M$jCLg
z6B~f$Z*4ks378qBC@{6?x28vJe3vYC;YH1aDwzeadkV$B)bHJ`%>-$De6Cw|Oj{uk
zlFGd-A9ROj$DT4lpK8Q?Il3V9GYztc1$F>rp@97S-2~l2ao#f6l59ZD$HxacmDy7G
z>-_=u;jEU3*@Odk;w~)wc5-#q=&uM%cO5p&d{`E5yans&5|9WM(b>g$59o2rDEP_@
z@<}^@?q=|nNb$04yS!%e^_w>@0VSXm>`85jhai4;*SRMX%j@?Jrk(q$1sZqABRLaa
z1UJnO#V2am5e=AhJb48LDd*4o$npb}68rTvDmprJ_UBg^w(A@m9BhD(9$9cxlP(5r
zzvhyHq9QMN@f$qwnhKr}Xq5n6l+U9TQ3_r=4YTboXW6z0;CFYN`A~v#R?BPaJld^5
zHWjGfGt**4#o5odR0k&|BQ<FrXwl(bVDX&<K5H%ZRRTSZkXGmM-LTxMJ|;}={Ere)
zU2Gk~CNjEjPW#lyC;$<KWLno7>R3nV9B+-T`*Engb#0t?{fJ{{?nNvDHpimbCvE4t
zsFa^Jk-mqA;NSN4AS6s>_)|<gaslWkCx=?ot4@BNn;xa3cu#)RCk*`yLk228Oy3o-
z!;a@VZFr*n@S62QA9nJrNjJr9Dj2We3S^?owP_UiBcY-^5U~<Fj{2<^QyqS4e6q!~
z9~bUEUe3{&q%W~?^JeO|Tw4~xWV%b<-VjW8>``?2)<6Z}XzK#=8V~I*+xC~j*>-K0
z{OOp@@m>Ech=+R~D*Bw<&N<#6t|XG0=RC0T!t4MCBd`2A${5_R-r<~{irlmPgzho&
zDRQS4FTR@CpvR4^HbDIaZ6+5)RS|uASv9YM=UObuon8}Xut?1;Ec{1{mx|s}on9&J
z^V_8+S_V{kMOs!?IhSL>qhzDv3kqNA9)tq=vfy<hBSW0H(%Fs5nr>CgDP~fz4v+ga
zF|{`A3HrSIfXrEJu~7D{H5c@ViTELL4Tx(*!-4(#RnDAwzIuvg|Ni}@%_&Cd0Pc3(
z1?yq3NqdP+M+hHFvuzRghHf@9l0OQj8;+`BFkx}@M4mGZWJC~gy_j!?o#Q<P9^2yL
z<I~;8&AF8>a7XX7mmX{v8}VVLEG{mNO-)sR_8Y|g)>Ju8ie%rL%WL}Z=k2u;4fl7c
zKGRYCT<+cd_~;5LH-|(SgU9e*=qct<h-qG!<~lv1@Qa%ki3PAg<_-m!h>HB)lKSvl
zcVWJ?X~PsAzc|Fz$XPT|hC&mGs~Yhcz_p%nD6>`GT3XjoT~^z+ykNsB;y^KFrM!8x
zCwSuH&-~G%HDF79fX6JV^f&I`7lRXqrhK0`iLlZ(kE5;A`<L=#*=&ZBZk1i+*i-bn
zwzk%;Eq)Cp9Vk|{1=rnVR|I@#j#gSV4`WlU<%MzNEIQp~s3qgQrPOAU>#%nM*2%d%
zYukyo68~Wm@4n0r%IL$4#fgFHWqu)-FSFA6tGs#hW=mztvuwN0+#|>_SoS>m-lVO>
zcJ11=*X8BvE|4@1K2$WmFYj^GV9AE(;N0B69n%PDqij1|6RLV(=}8u->8r8tw|8jc
z5vc9k7b2}>)4)$wIQbeH8bMAjE^BwYjcoU-MMK_%OVhWBesVBM0BB8=k=B2orsnDw
zFJ1_2+jgubM!|@YTlO%DV7klqqh^kd64>|w_>k&55;D6-MvLZNkaxrN9=m<$uB6J#
zGaoha!)V0k&8)3AV>vzL{t5XAy@X#QoY&Z<3ouKZLce+Q=1<?gZK2Rp1VltMg^zWP
zKa_Edd1jRJBG+r$p=j7>qDbZtY9rfd;k3z((eS<}dwT}icCkH9V=VHS%bqY1(+a%b
zrsS!&RLp#DVl<zlT<L`=E6AwhA}E?rw{^TmSVZGPzXI{#V2Kxyb<ir=cQ?%9u}k7+
zklkV5kxfG(v_d1EAVTOw!P3L+Sq#F$!juW|&a5*ZtL%)zcQ=GI+7R=*A=zNtHy1hR
z!~8pUHrqA)G%E`dHa<leBUR+1zNv1I%KUWkQrJ%W_Ph2n0s^XevWB;L<=rVMdbT@D
z<R}EyCMG6=!3v?bjswR5)-j?TN;rEl^C_XaQVw71`QG&O=lQmmsO1gz58!CPc|ef}
zZj(BZX%*(o$nYNaH|i9jJa~d?c)+oGNsTXzcMnKhB6QQCixaw7!|=CB&&<7-2VLY6
zw&Hr;R#i#chNEGEeKK^#Tn-Iom>TW~?#g$w=q~U8`Yi)6h?p$rSyJ@*4e5xERDX>y
z&Op8kGgP~F?V^Zz^+e0c%JOGE?;Oz&68S9hq0DD8TzaxgJLW|8TrwJ}jtHApjQnK|
z6ZZ{0zi(~UCV(7xNuzCK9S!ptllK?vnwpx%JI~b<`xnmc-HdsZU@)tF`}Vz+>An12
z^^^yx<V7=m4BqqOl{THZQrtW|QfK?rGD~&t?X<rFo=jBKdikG>TK8pdjE*G4-Bsl0
zTl5nj_WKGN^0uZ%jX?BL{u3uoj16Vh_W=u)LsTT4x8}ia4*cf9M;%@>Gf|4lnqHwj
zT}v@tu*qluA*}|lto)8AM<NQiuW!)CBc;NPfWS~SHV6sPpkfA^RBm~;Rk@V9_D&GU
zGVFS4e#elSh={e|02M>Ob&fzAA|UHcdHDvoA&!NU>?G%aU3ur5k1uGTPO8a5ddIPk
z5pz*KX4aFN2F|;Ve*b<MWVtu9Ua<_0NNsb%)29|#h2K!!+M;@56ufGxhQUHWnGS#1
z!FlNNoacdlJfLq~`7%FRQo{jD@1-z64aFh_K|S(Rizjpc(<Z97TqnGHihQh6y<CbO
zyN-5;p}WLFMW$b|Lgnz`>jtKY?+6&juUMdG5;fq{*RM~LlknW})Ao9b8#buSu8&r9
zZ+ibeVlupY)Zrcfm~wah3gvX)s6-tRqJAJpBARjH2-ehD81k8x>S1e}V^yeavJ6iY
zxJ&g&dCz>E+(Ji3hnldG+*G(J5f?ndH2e|QFdL|fgq&u6V_~v<#mbeJG~%W5H=Red
zUlxA;?50Ea0<iam7Z%ESeECzu>J{h2fJN4zHl75mkaZopt3K+*KkBwwNN6Cvc<v}$
zB<|>uzwT%;-W5s!Es@6INcy1ylWqjWNbu$Or(nK&kxL*%Qof7cM4t)?3o8c`9Yd8B
z9t0p|fqVh^=l0;q4#$FVT5*#C@Cexxg`T<w4!_U+j?_0PZFsbY{5H}UeMq;=pv5=j
zp0yxs9*~!4tmLty{cPB|lU+(mihXzvO?h@%^REMwWZQ4pKs7Ql5_0WY1+n)o9HHt(
z4X+@57D18Z<LR&My1-6B6)4;7+t(r_v7H2C$Vx4qpJ4DSF#R<)<}}~Wx1_ABOnG5a
zcxC-ItGo7PJw1FPkt>y!=C`3y(E_+HTZ&6O5>Na3_3N>(4}C>SeUTukxwnIXnwF8c
za|nNs#*V<vN@y-GzkNM+9T|!>D4Znk(fI1TE$R8Pp1-z$p)!b#A}2!<8t)(Pe_LCt
zj>>Z#c@C72GLQqjorsGmkDQCLi_3NjznIuTgKktR?}>Mts{%XUJG;8-RcxAq@`lO-
z_HNO<^|UY`5D}ZUS=YUR7IsBp5gC%8MjJKw7`?r{evm23N=vB-bolj4Yzim>9X3!e
zNgdqvz{0j?8CQlsO7!(9pG7}%a+4|EV$}M1MEuQz-9qgJ>U9s5Bxsp=#Q?!Uvsf=&
zxL^)NhdeE-fnT151aX6;rIOYq_dp9u`rG6h^eT0@mjNj$DUj<_LoP`)OpSDP44ubi
zu|R>S%_#;<$Sq-b=~-x!S28*FtHZH)1+W2FwkTH6CcJTj&Gy%om3whrMjJP665;T;
zEp99VmLdevRSiqG9G=eBSIR~WFM(f?F52Yz>)VF=4;}>GxpU_(T#t3KPO;97<DX6g
z4Wmo!$=f$Gww8xyE1m$k4v0?3Q6)<nJ&cIhXqe-$mAtKu&9fQU?=|8LoQ$+mfQpZr
zz6WR~tR~Oor2=FS;_XH)fk~_B=tS6jcy<Hig@}@IKriM<yAl+pZW8M=b7>5{bvfni
zj}O9`a=NJ|#<IJ2hXOo?JbSh!(?`ksV)IGK5ZGoRzF2)=4##b_bE3qrY6N3Xhp#UX
zej`y4i7~5c3kwSx3SPeB&7s9ts600oXn`BWE_R$BH%ZzT=%5jX20;J?1qE;R^7(9R
z&v7&zqG`X>ZHiL6%nw4A5|#v)jKf+2X8=cDzk9bIoGIFPUCw78CA(Hh)R(c!qJ4&J
z5)HRI{Q8x<+kSs*^fO$w_PqJ^XohuR9s?;myw6~ZfG!8)QgvGut1U{#Cr*9muR(E8
zhn2FmNGZRdv)GppbiNeCk9Y83>UMu^sA4>F59<0Be{9yZ<aC<Hvaxypcm)ch@i$Z5
z+t061U%LaLIp5VITqEssd$=Zz{G^UYb5K<Wlv7p!WOU+$q|$qMI%BE63k*O<qAd$h
zY|Ps-EJLnd4M6+Y>ChR1z)>%Drg+Q3%{&GUaeg_u-|7BE&qZ3&m{+{>V%JiCb?z$@
zQVTbtqAtTc`|!fJBiYfI{v!O(Pxwx6-@UsCnvXl$w$s_!ndonT<0=V9AEEbx5Nz8$
zhX|V5nKL2~1nJ;xNJvOzGN?<hWM;0!7bT@I4ppl81rtTSxm@!A%DP=g_9_y}0K;M7
z=DrFZ91Hq0P~`agAtb|SpUc;36bzUt!qm{Wv3b-$R2b%~Tws&Hkhp|Wi)h}b_X!8~
zX=x$Vb;X%g1iceMJbEUkAeLqD;40CuSk|sx&YwCb1TFS2X`GlJ*s;u6hQ{JK&U)++
z|FT`#l3!!{gUe>R?g+V}GZ14viue{D61)4;t1QcifdPRLJRYkk1VZj9OG{zxBL#RX
z;@q;ZP@s=Mk10V}L<;Bd@9I?3;%l%&mM>pkf;R@m9h;bV4M96J*$6psP=>Zs&-EP~
zUZ~&7x+^|>-0AXD%^QEBd?cnZ*TtcVP~q;LQ;8yOR;Cf~lwdMN8@~l13q%|iHGl!K
z@jx{fd}_`0$7WHiN&zO&BmF}|L)(UJu!Q$%YwyKBKhi#UP+PkayJKQ&F~Dp&hfT_G
z<EYqM)jvkh!u~UEdV1_5J;h`l4H%VEG=Cj3OMKn^OL)d+o$Yo`OJjuNF7`;i%*xs!
z`tzF%&!N<Jb#>y~htA9Kpx{M%Ks5yZF9A#Go4d=W*ub`*{vwzU%ISt4LHg&?f46}1
zW9Qw+da1BXk*b{YcI!W0&?TM7WAHdlSwB%H;rDw@b?L(ImcJ9|KL2GPb&XugD5*g3
zdZ?;wb9{KrUG_Zug0Ya<?^1bB*ZHxw`7-O-O{(-T+SVFWY&X5hr^tFl{f5ZU@X!$2
zP0ivjVs*KV#!N(dfdN=XT}~`W<m-9&ZUy8g72JDi_x&)-pp_li@tU<VcB_&QkAHR?
z7)ZkpQ#rvrSmZLCVE}qM;wSD_a8FK7l7@h~Dh2=J@#Dw*+qSJi{M8?ZG8P8a=PnIv
zPLpBaOpprkqsNYY`t*q^MK2WUNeP@-1d|B+j*E*MLksVNQ)0C+E>tRIvvpe5qT#kH
zw?3t6<~j5|prpO%cWEfU-g7loRj(`ge6OMh4<tU{YWT7QYFMp!9SHzo>l_Q(vr)v6
zjce*_9TlJV_35m3X2rMB5*7gRvS<621G!!#I`_Bt2@KbG6|P`A^Z}w037zB;v>wQr
z;c{RK6Dnk&WB?TscjHe*p8I~t&ffk=j)O4>)<CE(ERBSs%EkRW(=Ri;To~KmU+X`U
z;XUhoBG-uuinoTE8c9R4WtJAKqNPTkxd^Gq0&-nQXy_hua{+=;0B%14c^<3UdFBH>
zwCdw{bB`Sl-ySRv@NwNKX}<h${!U2?+BBEb-Njk9U$;sOY^!E~lzj>2ORRb*I}z9c
z($hiN3g#!ONnAIaS78jcR6pud>&w$?etb-#^YZe_l(In#rvW?#(Ja6NMkqzkjPrN;
zErqFcAg=l$)s$~(+IJ}!&{mY%(222qv)f-+)c55J?E@{6^&yrFxQJERa*e%v`|FjK
z-at&b(ip!t9-<)m=((xk^i%IvgR^$nc|ksSgQmPPS?P#D(%rQ1E6a-JrAIgH(y%be
z<qGroX?h_lr|9ZgM#F0=bKlmzwA^vc7COO%*}~YKq=Vu6whS5k2=DHKq{cARQ>@fO
zxABO_mZdc9{j;VG9B<anSav4dx__T>gIdwol<4g?4HOy2?(JSC-l$i^%2`fFXMyia
zRPBgRn<wI&Fbu!Byb{Q_lb4rgfv*OC-RxV#qi6c5ywcmYje|Jy5c>?G0BE!Rx7fE&
zw(Y}Z6NU!Ai|B{w>ZHOWTw(^t!u?0$Q(`C_yemm%-~O@`_nGRmLM3Fm)c|v9PEL|w
z+hJf95kJ1#9L=;kM0|=zj~*eJt*WE57Wv|Ftodbc^P3w}O_hKFp`ijcBDwZ7;LGNR
z-j`JTY0W;ry@A3_<g2mypY=xGkB+A3iS}IGsSpYTm{O7fN!ZUYrOxfhD=0!$Q40`U
zBbn3p22W+?<kZVV^dqbDT)y82h!KG5&%Kz0fjk>DItc6~9nc-m#|!R7$myV-fQZBZ
z-xTo8g0}^~<H8=_x;qIsy$7N!8rWYvzp64P+n+0r5DuPk8Gu?Nc!oD*JD9m!GI)V;
zNW=_)@BV1VwI>plP6ay8=?8q($0h~}Bqh$Q+r<@K;A|O!O`Y;wns&JVYX1+!|E{)Y
zVY?6v3gxTHl==LR5AUWWWt+0@Us7D_&|R>Ca#Tq^TtsX3VVjrN*D$T45uKfXy^S-Y
zA^*}}i>CVaR#tX)E7z@$O^YvJYh}*NttKH&pcYx#ow^|t%yWwiTN&o4sH?nNLOCRY
zN>3^S4-k}q|1!sVK`A(J!=fQZ(TDTEZLv};T1mKGmW8Jo+kgFX8Awi+zgrO-2DX4Q
zbOQk#yog>G6{eDp^#A?cZcHfcl^__ArP3&6B<hBuB7o-l&}Yiva%HTKI|BN=psW7y
zPgg-Jl=Ya{h@V_J6y!NOaA&;5)Yl9H0PCbrg|xi_!tV!CtRUa%{{5>UA3E!!*GlsF
zPeE3Jge>9A*bbcD=deNWqmn%Ba6D0|!PP!t<IYx`T>$MC<E=c8wLddaEfMLEl+*3W
zkYbdh0eyT78N@Y2lZ1^xz9tml9X+PzzKgS)V?4e@nNRQ0VXsme^1tNwsqAM^oJfdf
zWKI#c#+^i?9C0RYS-;p=ev%*B19~iF{)Qe2a9qra*~OO^z*7hX4G0YU<j<^F0*AU0
z8AQtkQm2tlpP8MF3RE-bfUQAd1*kVOGc#LmeNT3uofrV*=I{3S%0n_{z_8`;^?Km}
z^QZbQ659+pTw?Rt^%U_OdvY+{rf0O^Clm0M<xU|4VsTfAuZbEOiomD4msdYYl1+Qc
z$jB6oy=DN=uFEL`oSXrk9e=m^At`;Z)Px{{Ik>VHLQ+Gk<QEWFhD}?;F}1_C`3;I^
zII+dSS=5;XXWMO4Kf$_tms5Z}hU^6sMBAF84pK_NCFrpC)4!#25In1_?C0!?`Gjx?
zTV_yKkHdR{E+5d)aQNVTS!iRdRyhWW?qd{y#BxyB&@Sd923uOBY}ne`mhu<gS8Q^u
zs;!L<Vy@@%Zmz12__Xe2c|R7pH7P*AiZL^f7(|=!!e#8E+ZxnjMzjYX+;eNG9jNxx
zy3<l#HZG9FXn>}@Don#-l6lX~1LYT#lq6Z)r@K~m3F&hG`6t(&!|MHI#}@}brB)sL
z{#K55>k-St12IULsLe|Kqd~VZ2kyAd5FEEmd~y%ZNKbz^eM&3t^;pfKR1__@FE_VS
z!F+^E$@nFWY7qwF!+A|D#6!cBW_*&+lz8mv6`q;L$=AH@h#QX~|D-hK`nD6|fXI;1
zoUY=K1h_o}!PhM<96(g4QR{ZQ+9d{kKSu2Kw%w4PAmu3N@$Bl&9pJStIos<?-9QKU
z2*QhINycR+4*Gz`l8%eP7Ln9VYoFzA`;CS3a8^-_AX<I>76G~gqbPT6vUvlRfXh{W
zLlB(FXGxx<0FqSu^b81N;;zKeAB~?2(B!52?!X6XSNW89ZJU#iRK#u3)|DGNcJyci
zdJ&{Q3wWH!lra*aj3`Z5Jixc^Lp~sDWlc>#)3ZydDyu8wsjmS5BSXQP>od1=r(LTb
z{%#Hhga~U6Jw>Z}-zlJrzbrwqsNr33!uCN5An9%Cdme6Xks%2=eSLj$U4T<%kOlnV
z7LybrTZZF-(^>7Ce=tN4RD}EbCu!cJ9~kVT<-o-Bghx%wK`U=mR77MY?kPlV73_Fy
zsBmx)(Rg8$ibKM4V}AX>!OsjbH(?0LJezl>$FKj%?B4vdvb{66cK6QwGnY*IW=s6}
zR%~N@(;%=XvU4D%ppjAoIay{GBaavhbqR{W8#p*p*c}4(^Umka5xE9ExvaK!6?Vtg
z2?>G?NJ;=~R_C_RrcLHhCDoa3FWSgl`+gPC^ei+!2%tM8oqCnA&-MzR`*+q@QF;9s
zLKz5TBZH*^q!q-t{u1;%K|#Si!pA<0bEuv~wucyv&>}%bV&xY((}sK;4}rZaBRhV=
z*tqfW{xzh9RmnB=??FMKAv*Cv8}(K4rjN{u`#YHeym>EuslF%p`6tV~>qw4s2L~PZ
zSHJ#nCRvcS^9Td=lK9U!|8_i@N+bu69;6r<84=&B>J`)z3sCzRcu+U+x{^|{dHn}W
zfrX>QoE+~fmv#BZ((V28P{GpT9HzU((hB_jsX2Grg;3KmZK)<u6!u$$O`6NGC{%A^
z!?eQPLA)W5hJk&{;M0Rqmr!#)K>;a8u?hxJ;g)lG8~5<mJ7`(}%6jlF1}?vVq70@f
zC@05>W><mcl76~rQ|61>zV7Mfmlqa1i5!(_Rr?yFQzYt25{{%RP`31o08dH)o?mLa
zd=#eD*u$myr}ImFEbJhQML^O4<WHe;hF{I~jw@>X4%h2MFU;ZZk)F}&ZJE~L6#ku#
z-6wi~V|lNn^ub|KrQZOi{H-}9+8_!B?q#wbf6~}H!i^EwzFjAZPu@KZ+w!%|c9CkJ
zsm%bePiww@{!FY2V)Lf^E?qeLrDi>qGOl!ssY3DG$Zq0?z`JAK5WoUpgVC%|uw_U>
zu?Ha}twyJ~1|KO7z#tAa*J=>pMHE56n%fF;R4kA-#9S6|cWS=?t&2mXcv=&_PD&Mv
zPdAE~A@HNuGV{u_z!ZXaL<-eC`*`h#ikilt8bXv1G%Mjj37BG(5DYaDYv<s>tInNQ
z&Q#;Qh$%N^e@}7Y*D<29U=^w%z*P>aQch6XWO#Gw%VKmQb>U2)2rA{yA|E5r3KDuD
z=4s{vs-#9hK){xtkdam+IJ+8O<J75B^oT5`!=|=ez_L(7I87a3rW^ti!~Gy89+7!S
zw)l^7IOqY01m<2?cy(97D;qsF7I(rNo#b_Qw+VS4$U%RaU}uldv@!XLP=}w0MN67p
zvibNt5<lDrU+Q&TomR3@j@GU(r%#`T9H4>;f>#X>r|~#xD4#xm-U#wRL!nY8`3=h}
zyBD!c*AR^i9k({e=Ro)L?Sqszqzi1d_Dmg|^dy$l{rmT8Hlahgdi!6x^afA5Hk%}6
zp?40d_H;b?j#psDg@v)v`adcu5E1i-;g?dt5ei^F^|u+M#v#+Di3tJOURes0tb_EK
z4_hz~VGc!`9?A;Y4j5VhU?_Y$tl&L=u)pfw-+i66JKlf9;v{+w^!P26sfhIv?QZ3Q
zE%TpPEwWN4@?BS5zI@rH{bgdge}dA%)Rr<Be^D*pT{Ml39zA+JGSae{7g7Vt8OJMy
zHArs_ArgosRDl|R7-JCFknmvW?nOlI0LqvT7hmup-jmY&7`3zW#4E3@9z7h75z(?5
zpdvzTRL*BD62(4A?1Cm>zZc2Hz>D~(u?jB7yTi65{%7pIV^Th1y5y&Jv+gtLH)t?=
zy6c^|-!dc+*PZC|R(1C;!>u5CqB;}n%-HxgAHRstF*CtYK}S0?EE&km$LGnt50!k2
z-m+$pNti|((sUq`#^D=N#JI!?)3WcjAG>)g?lp>AEDAcsk9HL&KNKX3imOujin?pj
zYq{Z)BjpIBT}G^JY;SXHtAq<ZzNn>E7KdfPWO1qf6X$YHsYzoTDZzLXbGWm$TnyZ2
zk0NHD1GGZYU0aTJQ`hUak%l8n$4xiEEW5Y`VM4I7Pf!cgZ;NU=Ii(qx%K53zbzdyt
zhbauRBF=e;<OV^JxXUiJc67u;R3wwJxXY1)tU^3ug<Aj%AOTyoJO+I*cz$7g|E*1C
zh$d?K`kt-id%L^Z2T9UDIB?S@TCb_0QUut<Jn=ZN4y-IM7M#6$=%;64(VJn<h@2c5
z+_JN{o!;je=0|%Esuwzj^C>aGKEdWvbTz(m6bo{JbGj_9Ff>*#(QK{8K+lD+xyTMh
z<QA{O%ZdfNpXv2yW?8o`giP3ghN&~jVh*QX5WWQTjMqT-kCSCq$#!Sk8^N_969gxI
z*mF9`!@a@+(Y+nLcz@?AS;haN*OC2(`kGSBuZji41V}Ri=T!q!C%Q`UGv#i-egNpw
zD{P{~=EyuxVs;pfBjI%Ug<nl%8<25kQuZk|bllAJ^d&$Tp#XTOolZ_pTgGZeK2cR3
z`fuA9&n7|_w_v*vWJTN{h<@!aPy37Nzvu-|K)G5IgU6#f{jtE~90^@fYG^}FW6**)
zPoZ=NB(6ehC2bz{1kyY;q|3Y8tgjj5JWhb`*O2e#i0*Z4{qdq_{l$oaA%*@Dz85l+
z$C1>4#70O386D`EZvNHnHEQ-cU<HYpojSD<QP1m0${-0!0t8Sc;iyp~i+>oj9m|Y>
z7G;wWB#C$Sgl)8Z(Q2|FAkGx=;aUVwTxlQevTgjF;-|N`J|1#U9yaI$5j4k8?CXvW
zBdGH*^)^>rT`!2@YNe-z=mbXHu0ZQsi82mB;SJ)zHB}fA(1q}@x3#@}CBhQ{TV|Ho
zqq5hUv^?5FhXiJ;_uL%#3qyf&Qp;c@!wF{X;)SVbQlimA&2bNr$zTZ65JU#_Pe(8}
zk8^G$tRW6ij8yGkLv6=kz_!FOyrem_+jWQq)tn3)zHVzXzy!r*QlZI|0|yUZ3@zh2
zerO~Sp#jX=#JiA`JWN~$2vg}~*-V0}$DzcNw}t<9<>7_j?}nD8AdmnQ!~rh{u`wx|
zhFH~(HLy+aoFZq77k?i>gSZShw*rv(Q(vC|Cwec!GosK~O+VAL2TRZcqD%Ay7QucG
zMFU{K&q<wn%fiaWW|=)2EJ2(V65|*T_nqH^!b`69xqhlRv0&iv7=EK^2l&Gv;*2U8
zu46UF(0U(air4T<z(1*!UB15;>IrPxE773nZPtiafuiUOO;T%s4UB({_LyRZd?n=h
z@y5M;mtoCwcwNkno!0mEE}-y}P_KFT5}LX?HfTUnQW8nCK+3e@s6Z{hQ%Tc~cl&H)
z+E9NMUM>MMP~k7bb-E0^7S%O2Hv9D<14<_%MS`$dQpK2=nAiccvZPI~XXGjyNnzV=
z+$=-4SDa5J#Est0KIZ-bTI@S_Zl_LXC{V##Pcw6if1|G_{15>dcgTxjb%v3Wg%x=)
zMt(iIRTamq$h2QS^Jqf_d#(39-Cqug%ihZMx?@rS-d+&6F-rPL1m=*!qPws-YaN<%
z<etOLN)H}|_0Yf4y=Ny@&Q?s_I(Oz!WK1&kwWNP$MX)>WLD&}n*!xGqDHGu5l^q;q
zi^VaIzgp_(WiZK(z&QlMSD12L*QpaTBg2nVUo_WFv7e|G5{Q%5V{fxP(i&Z4sn>1#
z6)(&mY_okQbAiF)$iqUzlpqXjOw2Q42-Lft`_av9KG9?dBeJi#8fw4r=;GgoHm&mc
ziuV2M6b7nX=(#w4cGK7$K0<l9!EQGOKse40x9=b+>OL7gb@>;M_*Ll#c5RdPX{i4D
z1S<{AtNeVg8{vUz0qUmDJ?~=9b+Rn+Z71$G5goZ@ol5$G?-~r2HDlrlQ7N0&v`-cf
zjCFSY{S1TYc)`%q+wZ9k9(jS^cb8n|DUX3&B4}fhNNmw6BP*yHM3$IDa5Qx)P5(Y9
zb)oa=+O--*b+R~H<{wh-|KS5?{ws4lei3GTuxuhVBOR|?xw4FcoRd_~E2MMp*$eL2
z!3HrmAU<9YUZLda_ZuOZ9FO0nrdFPj<w}!mhP?*8ylNi3v;jusui*}TgDIrNEilek
zRS+K^Kj8~Q1lR<V&t~vr5FjjrGPx3+G+gobGjmQAHJxQggM7gDYQBK(h64GMpnsJ#
ziX=qaWu|-(t02&v1kgZ?O#=;`kQK7@5p?!@@W42)`C-Vj$B!B3f-NmA%|Np6N}4Uh
z6nKU=nB?(Ht5wM70$T)P>`;4GzV^O-%4k5nkRT&Q+p|PT&<5R55Gn6}H^4`^{@_6v
ze812ib7Q6(+1|Z0wH@v;{OeSkl&-&K(-N5HAQ|+c))4(JBN-GOB!&!1;^s+WbP}_4
zD>0?4K;c(V=o0%zwdE%!paVw;s)Gw|RWyKrf>oEAb_T=~qx_Y68~!@AXnp&GsHoFt
z4ZfExnlAn3fP%<`sc_3SgxeyPWFVEnefZXyx2-Nlf!wb<o~DSZmSax$&-^w7w+&FD
zVR^CJ$3J7fg$d68{QL^0Ie4Jt9#^gRGDGF2q9CcKf*XiNm4+;4rt}>NQ`*D7F1|mL
zh3xq3ZCGJw4WU2mhE3(N4DBcXb^5B^{xo~U%jAe0lY1mGik7MhaV1pj4yN|V)D#tk
z#HdO7(s|&@(M^Cu_^Q}pW_cg)ggkrsSRu2%wzeE$@IVxRvgRpYr6A;3&7r&Fcj%DA
zJ&OT;f+LXa*$X;P;m6g&EPWHJ;x7rbgki;gBt6u1baXCSkEp3NZ?bO%jo?B4>rVvG
z8BQWm6w$qei8o845Z{~VNSf}bMv7iP@W>m4r_f5Mz&;TsZ5=A|7Kqz?`K1{jW>Vog
z3_u=)5MrI4+A=sfg92Y2e@0EsQtO8z&SEn7e_;pz?>n&SzfwQ`k9|4{l@iz@P)24V
zRD`PE5Rmwxbs>L7BH_pa{~0f}2O*5Ju8)C79&qOl2MIKRcV2N=$$CTGF2$J2_VkBm
ztQaPJQPa`BIJ%b{a5Mj_Nt-xk5C|kaf7ukw^o5c!D=G?dAEf?aW(`Y)oJd246gb0Z
zk%~VOm=hTCO!j?HVM@wY7dhji0h0AEUYwKwYi1(JAxbYwohmqdnsq%dNe5!P6CaWc
zvO+5+0VAyJ3W)oJ1Oqqdx||CMxw6r|6$`Hn!YIVbkdTlPoJl}LJd8ra_U@0ejyY1*
z49^bf9OU<u5y^qd<cG^F0qzuTg7{7-C-Fg!A3uI^Zu>tvny15N`|T%r;kEy;tTE2P
zUrj!dw;Gb^9z#P;LNCd14e$e8baHS24BlE3oZ=7$KZJro%~u8u(aq7#Z1~B4t!%je
z-Zgr<SO0Nw6D}jE-KwQMs;Vr!yi6DsMGh3m@=@p1?(;u%;H{}d)&GYBd9M7H6xPNg
zA?Ma0qz-1N`{Q2@&T(*4>8cKtnq)ezT9xJ-fe=3l$3Zj#{-Yt?`TXGRwzdU?4kG<A
ziTtOk+20*$7XG1pI?E9Af8NzQI9F}w3{yX!H6`%?NlwpynQ%57&fd<TX{c9aB*Awc
zC+yruIuu3Nrn_L*cFt8WWg{jr{Huzz2OI(l1t^q6w-C#Si?|#X7MPSI3VHANr^(F%
zBG)3Ur-)04>9p9E!Lz`o$Q1M7WCb!BN7f(GHN;p%MgkP2{H~M*D$zys7-|ZP!$$Zg
zjGWu)G03?W!H;g}H-Oh{?q9UjPT3y~T7dk`M<zNT{>YJOzo#*tE5UVD&|fJO3@op}
zBv!*yZ8BIv&H#Z+6*b|RWf;ciJI_kOXHZkIS0vrXPC^~5HasLCAaXOpYzcEGYxBCh
zyLpL8_UCkz_?E$O?2tR>KjIK6nz?`E9{m4>@PBL^8&4KRfOugfRfBOrIPmgBb=P}>
za2$>gvuc9mUR(8#E1%uJR6Zi#!+j)g1R&Ro5vtu-RA>9%tiZUd@PLW$!g)OR15s`+
zE;@^j+c`;k7rE=9?m{lmMt8JxC`V)9NxC*(s8oWMt&SbpwRRUEzmYzVWWyhhgI`C<
z6m{bI&kA0oEmug0CfTna(9NkRSoBua5H&-glw&UC5rhzTgwP{0=K=zj6O#~YP;(Z9
z+Wf<_BeECfWs$F(7_K}iS#nZx%g^=e*Hip}*-#~obo6noKt@F*Ytx04EMMDy2@`Ft
zy>#<-q~Z_`jUeNWWJDNsNAET{_R6!6SmLtIpXoPg$6N)bA~U{p6ab278U>1_qJlzU
ziBByKN<eI~CP#kLri$dyZ~I-5?6lP{75NJritfqZwr$&1aZ#Vvz3S?uWRf&p&26GC
z&-xPN+28MvgmXW}8xg{AO`O{C&#K+ZIeuZse_rj(j4NsWRJ$K(d<vf1|8^=-JZQiA
z?N!XobQG)@T1**{qimo$)Kr})@?Nj}iS7W7A^Nvx*JS>)vuloadkP1X0CbU|6bu4U
z<Gh0MqD|yvF<b;Sg|sFlK+X<Su_YYDxk$uU!Pu;Gq73Vi)B8QF_}JJ2p%%csynyIw
z==&WcPJ&1>DV}IrdyrP?MFJaXsgpP%j2x?>s;Ww%Aj1eWxB=>80GY2+P~ZVH6DOXz
zyw_%dj7`GzLrP2Y=OCJM!G#LIF;LR>t!Y#goC6SyMI;C`NTzJzj)ajw{nFy-QiMGm
z5pv)IBJbo|WA14DM^fs&t~=UlzaC$os4<~G^4SwWaHumcvz6rc=b_YD>TVT?a~2$k
z!s(@U|9X1q{}rcv{rdw||J_%LtXY^7@t%wn9O=<F$QM!5xhy#(8s)oCy<)Uz@EV)w
z{bXadzYhL-`(Ss;O`$r<a&`&Vib5~>{LKQ@_}Lpm2mE%s=}>fX&+QG26!mb`R=aK1
zs=wN8g!1zXmFnjQwG5B?+7ws~uHs-ZF@t5DMfOEkt*6ya36rzDu1ptadj1?xeKyu+
z{o=0NN4C1U0i$5-N(v_b{Wao+dmbpL{Iyq-&g6SonXXvtqUY#5=i2Ql5Emyo^w25r
z!N+KNs+tE3orOl}lLB#7fo4kqqCb+m1Mnd_+(8R#l5;aX*Ti(KIdXR0ly=(3q>Dy5
zlq}8$o0Shg{3viv(l^Slz;o^ElGRRg9rly5xT2IvM~PgC+|EQQjxEz-oZEbSA3Y0?
z{jed+5#168oSpYSebVcH1kRPQSpwrdH{Rf2mE;q*`Yf%j1(BCS#e!tr{6Z`6uL6~N
zaCoO>u<)P5YU2>wr%)hoCZAX%@Vo|MG_{OOjzIOZ03p5=I^sm<0C+$@P);~%kT0iR
z^%qz|W}Y7Qv912o*MFVZrT@g0VS^LSo1OXn`*p>WZzdiwZALecf`v$BIeaD}Bq?cd
z%@V_5-oF*F1Nou5<7Gb482+1^5(<Tyz!bxj=62o0!+*&jx>;QX$_H?~Z_NMV+)jyf
zVhdx680R72&<l<j7y+QgRmn9Z=E}xK1D62iIq}y1oRJs>7Y35$8q8dgi0I?}x31s1
zb?n9=4>7oVftm@g5r~Sg#7FxsOmfgNanqCEmz9l$*e~nU>z83df03M21#kx0x@23u
zyg$ZxGwq@6QX_ir2P6jUDg}&%lN)m4qK^uoz@o$OBIJ!RDL>F@3z)}N%q&UI?e*zz
z>Jf(xm|qAZ#hY&4ys3tw6@bHqkZF8z)Cw7`*Y)+<NCI4jbsGYZ77Fcu%iuX@XEo?;
z<@k6(Sh*XC=yn9Yu@p+Z?e@es5E(b))CDpghSWoHMuAB793)0EUPlt&I8)*ZCR@hg
z2VFs{*<wlLQb0oz)qexGwj2j=ZN?Wahwd3E4Pv|o;WBfOY;%0uIKYBF3`(SH+!C8Y
z?Oll*MCK!};Qn1k0)WV{>6pt*IH+r%zoIN=EyBDQUqed@WKr#Wb^ZWoJu!+CYT#AU
zP(UsC16cZylx9a{Q$Rt%SokNAG_l0sdWvLI3Atct5s8?Ui%S%Nq}Tu-UHfTpnsUtj
z>VEr;)GracF~k*Ni5${uc%u;bP3Sj3SKGXtLY&=%8ce$jK(d*^6<4KBgeQW%nIl+W
zRSlI<oeX1aQ2XeRzaszazOy*Uh2n>4DhfGF0O@A;FHzPJ(x~{s#l=cE+W{wH<BTRG
z#z`7inq+ejYQ;&GCKt0L@{py+;%Z9vQT}K@jmJgQK4?}Pn2{%gSg<xDC!s>^A&e%U
zoL$Dt>(J}~l@UW>s=_~Ow$&qnOAFqTl3NjR7&Z<WSb_LWO~JuSSCtlLs39TJ9nR`-
zc>UC5wO>Ky)^IKvCTODSSPp;Aza#VVkU9+vKmY+OL@jxl<eNO3UTywJf*#ltM82MF
z*8S-E^zq|f5`u!RGe#ncBxwfMjRx`sM2X{xZYsl`xn1Opy+M0>dq~pbZ?d^47$v-f
zLnKJ16PyBz8&hN(pzBj8y03;eF?ub#?snS?0w1Ql_?lm6=H=s9or-Hbp-{?UcNpc%
zv2Bu(;UL)*3<fNxkh=nHZwyoIC*f@9y)d3_&pj(h4tqmue}n-93@nm8iDMXz25{L9
z+^>Nc$b#$3>AA4YtEfop=^iAiF*a(cM}{pC+t7^KJ9<>AHo8jw^y)Qh2!0?(US(%z
zlL1>SM4WxH3SkN)y7b?<&dtokV%pEDnsd92ABqEIDe12($GVj=dWch2Vdl%H57YV)
zzppAn*d4h#lJ6iiiTGTAK@^?g>}bg$p-ul0&R7k?_#w6)ri?7xV1<yBXGjP=MHxg0
z5#cja2Uxhcu-IF?OD7%^&5h)SaR#5|nZ`I8+}7CnVv+28Jm6V}6a}B(+kbgN?8DqU
zCK!^tP~CC(VyZztj=2Z~drzoA6}gVNaU>^K+NgiWP{J3kcl&WzB5t`d7WnIS{g8K_
zkR*l3ZpQ?&I3jZq!k7gW-iBZRjz^JzBeVf|JcMrq$WUuWw+n;$sZ)>1*eK$RYcNjk
z9_Oec_O{HepZ>^>jzVa6IB!W*aeizMnXtu!6XoXNDMyq)LK+o;4GA7{q6Q1j^<zcd
z5g(f>gMproQ-!fWd_!Q&D~{*zA(L|aL$blKyvYebVh(tN93)_I^vUz=t^hL$DGH62
zsn2BO(J$~R`UqKs7eY#SAI{?-hLcstF5krhGBJ#*%tC(Mv3Mc-ZC%}q-e&ojy=6tu
zv*!p<BUKZrayD#d4um_m89j`S7KLG_@M(A$2RWqR31s5Xl?a0<oEs3TZ{nej-a%^7
zIHG!&(J*yRZPOG(4(KXQfWX;p42VCou3ftkfg>x|XggBz9$J$V>HqsjO)v5}Fl@?W
V*mSH8hwoGNt81yfP(69+{{byKoMHd~

literal 0
HcmV?d00001

diff --git a/_images/c88b1d3e71782d29adeb576775ca6e868d1fc688c2ed8e5306f998e6637c59b0.png b/_images/c88b1d3e71782d29adeb576775ca6e868d1fc688c2ed8e5306f998e6637c59b0.png
new file mode 100644
index 0000000000000000000000000000000000000000..87ee9dc20c03cc5ba3a3c57b210aca6731269e27
GIT binary patch
literal 21095
zcmdVCcUV@}wmrOUF-FB$5E~E`L<K<s>BS0yN-u&G1?jy@Cow`qgoqTSTIf;)M4A*u
zK$@s@>0P=s>F^s1liYK1&$-{Z&;9H3dGZj-`@VaxJ=dILjxpxCB_k!i@rPYMP!zRM
z;@lZIidrQ_Q7huV{|-OtPo3I}FZ|YLFImf*=~~-ewbY?5UbQwiHnTQ1(E7<%$I{Bc
z%#@3rpPiHKCw*&cb1MN34wJwBfZfbek7KXYss_BtI`eZXRur}AD*10kjA*n0Mafo6
zoH?m*J!Gia{*vEh$I?=rTm0de2cD8zrZ+vKBE&COTb9gb)*O;n^$n<5XZ47izkBge
zpxlSYZ@rp6#&D-Tc_8-KARwwEw$pc4RA#%}W4HLJ5g+eyla=(}>1FKfnaN;Jyq%eD
zzmfO)T+p0ztM;)C1wZ0is5Z}+<uv4fsBZegb>!>dL%tRG;zqxXg?#($M#pOM)mA2i
ze95Qr+)BRI%a#mMItkC7$rSrAD%Zp*>Lgz(_g+OY6dv86o?(8{W}wzTkZz<|y(oDd
zRo?#AqNLNaYP7SMcGoUL+YQtgeQ_TK#f90)3U66cbK{kim48=8mqlT$VNIOx;&l7!
zHESM(L=ARzcN;Wk+4Q&MWIH)Im3!Zi(-KwM6PCrn#mTu1@3fG<!?mrxOT~39?Z&y}
zjxTSV`@Vfr_ud~*o;=B5Xa2*64GJ<czZcK%RX8(P>{(DX#a!^g*ur?MJnx3*FAJ9}
zu8-xil~~+b(L?U)%G&?c8l1FPNnRy*5P|aNi&>_p@|F^GD}rJr?i~mcb<J(CpeQLN
ztQJLOWY5n#6~1|+U*Nv+2O1is#up|vNt&YScFi`r;;SgWb$VFi3^Dvze!QnbF-b#M
zF;?!Zu;bV2ESrIH?=_V9KCFIzr^%=15;+c&a#$KH`*X|g(tTxbii=s<*e)zCE*iGx
z=DaXz)D5+ppSGxZs$4mnp^@VtU^{q8<;+^jZ?pVuc?lW?SASpM$2=yV-d0vh-`UMu
z`^%d3YGGR`nPeSZ-8jXkN}fJG9JVfUa=uzxTHIG(uO4d3luuAilk;H^_6rNsD3Vw~
z=^mTh6<xMAZtrRL&x>;->Df-IszJlqBO<~J6IBjN3se3fA@M9>*H7);ySM+t6Y-r)
z-%$!@a61Z>VZup#uC?(hy9BIbzT3pWCLww5-248Tr~dcv$0TbP$C)-~@#x+6rWcH|
z9r~nh;mFU=Us_U<Eb{K{+uxbGySoo@aEz#GdN*dws|xoWS6+U!Tc;xTC)HGUTpKwt
zsl0C8I>Y*Bk96OK9FoYI=?PA=AJ?r26Q1)dymh0BQD}72qkVsbQuF9!Pfw3wu{XWv
zojYk#<6~oTb&2X}HUml$a@n>+6P-Sy{q@P(cwV)=;jW1moki*v!Sc~kH4zf`JTGXb
zn})7jwJLOJUuov#KwU8X3aNaTcs?NmO<f%w|LZF0Sx;MP6E4@J87T)F2s=!?e|vX-
zQU=Xhmdjxi9x`{68Chwh8w0)fJS@G<rS~r8;lmSYMs+V9Xk^=(3^k@p`zplBF;|4}
z%d2Nu%U-?usK{%lRgGYOVNucH0|$y``S$NW{pisnvOj+L<rlT_Q>Bkyz7$H(%+o+<
z-1G7AX|Rxy94ziwBfXwS@Rx#>FIW22?~^_4vgh&OYva^TzxtWv-t#%b-S-YNw<{I)
zb(P#JWXRy;<n#*-O>lE_+c#itKD%luM*ZY7$Au>WbU!|vymhOe=h|;hDb2l%+!7yW
zJ}y1c-Ly73MNw((LA$DKJG05*=Ik?NvokX#m6b_vtr-~^edc*T$!pr3EpU0>ZMyVg
zNyYZ+i_6`40j+}KwKh*X6n5<iF}Cj?$lYhh%DB{dFLcPIu;gZ*-SC9ZoMvX@D~ZF|
zs}$^IQ*|%eJ30<j$IA0mNrwtV3fT1D_xpj8scq`F?Xu~wKJ+!8cH1_E!G;4AmFS<8
zl=SI^$<wZ`YXi?;zdpsx!t(UA2hD*4t0+I_bb-$5N2k{&sH7I@ewv*e;5T1EC6*N4
zrnC9dc5<Ne`E%~bsHixxJG-*l-FI)>y7fs+%)zr_VsYx(ww||d%j@b!O|m;uZl0CP
zkw&|F_fzd+Z-Wny&-zA0hr6hny&QGNQ+h%+#nYtRj~<LJG1!E`lUpc?Hh-$sHHlq4
z>k^}8E)UP)!;<T_v&k$iF4)XY7~EkL)nJhhQy8dCNJG%?t7{fGEFz*YIy!pz;K7Wj
zA&OG__K`LnZ`RTCTfPy<yISC`n&Xg$YmMZ$>WOh#m_@=732$FbWgG|<v<tYpLs?z7
z{@K-CJjVCs!+8Y+R6l(9Q2O?*%(LL;`0ps8JF$f&Ek7H+`ejXFVyaOcJ6+UrKD%sc
zWA#1BXh&E5f2YHv5>8GpUl$bE3?!rn(XaU<h2A?OE^dTf{wdcvyFvE9SC4;{IsaCA
zF1+sLTj4fGs?n7#BE{>drvH0#zDKg8kdRt>i^J2uF6*d-we|C_gAGrx;e!9VgTGzP
zzb}OU=2l{^*;00XS`x>w@4Tqfss~JHTG-CNC>-RY=`*(G5nM@SoWaU<bapDr$Xv1A
zhJqV{a+1%4NAxLG&*z0%tLgGj|K~FNZ$AA$tKsCu`AmqgA2w~OOGs}q{ObcRY@w%5
zK&IB8`#Pj6zJjX%KYtFw>7VN4AM0D1*3_gn)S9O`Gc!Xz==#yB+wvr$Ucc@d8A<v&
z)M$iqsH`r+&Ms9EbX@+#3Aa<HPaij|K8TDM>-BLZRVt~Z6u{s*Z?WdP@8ayodju@I
zeq-uu&<n45ZcueWYAyAJJ8FA$L<AElysv*<_bJmVS~blul0n$vps;XGeRm+cdK_ww
zA^BalT~dqllsYprbD!qYtnyBlwN!?xv2ncZNK1mB-?o{#xy#XZL!T5SBqT^SxxP>S
zc2&GeD!27#nT-rWm)hIgQOIPjTzR-<>(<-qi@|2OA57AlqgJf??jVYDbGBVw!6s4T
zDK=Uve<5BiQ;uW{)4T;+6}IgI6Fn8d1MeT5UVh`plDfhcrlyIugY}Q<>n{y(b8v9j
z;Daxxn;x+ZMPW27@nuGi3;vX56dmrmsA5zb|KW*`h(lp-NlA&Ul$7_Rg_xK-6AGoY
zy}f;8sp;w+k*bv!0=crazkVE!-m>m{^X3=oKaIHBk2kTUGnL$&JC<Lz;KH!{2Szi&
z*4LV=qNSfIC8(Z_($m%bwCxZ@mHuK-*jN653kgYP=u?_W6bj{KL<p;GDDLnxev`HE
zwNYn>``GyS<V2OUrcF!>GWKzUj}iN->JlzT=jZ2tys4>_Ra1In{Vlq3@3v>hjcPMY
zJIk7^^b+%4t29_v+?=ye`PFe)Ttd>g-DPe}b@4!IN{Zx5<7?L<l#(<O^unE$eB*Tt
z7UyUBu~xBMek_PzfEDGFCx2ev()X1@B=<8jpG|r>=Go#jelg9gRb%ZYhU(uo@8{Mj
z-3F|aSZ|}HtxdaitG08<-Mf$8zn8HYX;BAWj4Vy&zit&<%XM$_mCvU-)+o};DFzr%
zIYfW`I-Z_w+WG2LV&jYTU29hBJ8M18+PHIH_#mn%U(dXKpozfsAjcu`J|C`&w~lN%
z-c`J}l-)YX+1|ytZ>qaHb&+|rlr<?vuQH76Z7k1my?1+t8dAkuoyPC*m^NMN-_T9c
z(Bmgh{BcQFc;}|RM}9Uaj0KV$`}(yuRzBJ|DqO%ulGHleP@s^$58{k9Tcw5eN*Fez
zL~?R*O?KUr?k}X%^b1t}aQ?;o{Crn$uky7lpa5WJN&n_%&*E^Elq05rdC%u!&om`C
z&HG5(zL=wBp&J&rV`Xp+P`^K9JCoFH_VKQb8DbJ;(D2i91M==bFwww@`lwC#RwtH=
zqGWbO(Xwc2YNnYqDk0+f8`G1RV$lxZ|50u(B@bNF(V;yg-qO<I%T!>VXJkiF%5^ca
z`*X(M3F;Q3k!X74aO~JIPft%dJX#XP85w-Qo`zrAUin6xyzyNuKx>eIO&n9Ka*{^S
zaiaj!%<k<2GC8<)@{`(?Yp9q@AFHbT!@?3#<AeJ)Z{B=>dFAq+l>e7CRdrzFe(yc}
zT2}6Tk%1b%g<2oZbL2#zdiTu^B;hS{CdSG*mJ2m|igq#0*|TR2Mp|;tiqT$T+in^|
zQ3vItTK8z7o+|GN3iS2W8qbi6lngq0^_K$|?#p~vLQ%TAIIsN{#A6a?*Xpbc9M`kG
zi=yNoXaLn8d{-&D6yIGI_!QSq65WZjW~bLuC-}{$n(d6HhMUQnoY+DdfbQz~nQ>ZL
z+DJy%dD$bX&ktI%j<@7E2K#NG+HRrMaI-YPbNG~^b6aF-eth3}2LEd6Vf-<LO_U6~
z@Z4akL)Tq#YhVQ0?b|;&$p%rB&K<OH2Ls=Q2|ty6BBmnx7*(E2mVDC3g{ju0jk|g7
z)32f^3AIlASv0wRWE_*0mnugtzhJYp`mMdd;~zg9TQ5#7(i2e|gU$4*JoOSAYSf7b
zk5Q>hBY~e%_oEpqJpM;hw0uiq7cO{3U3l=g)Ss30z=58)vUfqppL)q*8Bl`!_5)|j
zX=sE^&aoz6V$-2TA1XoKl0W5Y!FO1Ja|?4*y-HoU^GJolL;U<I2r@}&X=MQ7ikENR
zoQYnIR2=o{#@c}}$6;A?DdpZPDL4OuLL?rEAR+sdef#&*ZrSqMd>!Q`ztjDyEjn6H
z^9(*_CMJD=ABTw#;_7$TQdEl{0HPobT{LQv&0zfpS`~`=ovGP*syR-fuiqnvU@F;N
z6eTGe5_Y{~-4XRHh0dZoR%aO~s``oeCNyh>gF7hd62DpqKwbojQC}HHp2C?kzhVa(
z_l#%mqTGy*J51>NWbpsJ_~TQT=6gjAo3qlG`idD{pFb$RZ%yT=jYVkxLt<!ayOP=o
zg!{U^<4vz2AmOd-eysX_j#NCrFM0+B23d=<0~OvYD7QOXLM^hE7U$Bgyjr<t&6+-R
zXnFl9tV;3bl1C{wJ;V18e{R@}z<hkB@DLwgy+BXMv3dgfgf8Clta2R5Q68Kk-?pvG
zDEh_=m`^7<_)d%#GY+7JRo~q&?iU<v#N{Jxxt8K98_8QrG--TsNLX0?=FOWt<KJ!E
zbxrOt<;G%}!B-I~sLYW&{g}aV@R;*#U-T}a>(6ND1tNgASOo+=(e7M9F?>#~6sgMp
zd6ms*$5~u$gH!IkLaj$6qWlU@Pm(-d5zH%{l((4W<m`N0w|oa_atb^))y<6es^8sA
zwf&4o&%bde=NUQ<jcRf=tuAvFvo^y`{HdKQC?T(c!alTK=;WR-9s22~6LjoqzcUHX
zetx3*!uWwz75<_Y7=YVp+8i)~;8?2owtT37P5j72vw6YB*{_Xe%nPGG-*oyUNad?I
zOniQX&uAe}``lrKIy(43l*-7<rkQ7Ntld-_Bl~1|rLgAdbL|-v<yVa;ibfMmP%%lV
z%MpQn-xzU?qNKabErNK>!Y1E|0sdtTXAMkL@V3U-jkGxQ$3}-R{7AJuaHpX^OoG|+
zuKo7gWQ}y_*HLY+_OMH7XlRU$&ARTNUmW#u{mi&D?IC}91@)z_(PtHP<$#B$Jb(b&
zLnaAe1X&lCT$`};^mNjv_eLRVu&W-vDeP-qT1+pxvpX7Xj)d>*)JRf!`Go<e+l7yT
zoE8>FT<u&WDL3&?85U189EXk%HD@dPZew6b#2pQI3l1OU-$~_H`5{6;TvXv%8gUJ^
zy}EIjjZFcYG)gKoj%?GltFcX)&j-X9)g^+Mss7SlaGb38>eZidIkg`n&sTT@uN`G(
zmlB=-a>F!x=mqP$k%m;3^gC-Pz6$K6_?=w32M--8Q4R6+_2oAC#C`DrXW`&=Flq7~
z9VF=iMyfEH)jvClwz#%fF;3wF0wgq;hH6W8S)9?E1jq1p0@;-H$dQU)&tT=1Iyw}d
zh;5`7y8eEakCXFb57%*;J$w&$9XI6TrKj?>Z@Rl5=I76RJHe4R|FP$eAW+b$TV^yC
zy`gr7!%dm}s9ee8z3)Pw3XZ(2GI&K%VMCd{VO6*_|Dd2a05wV97sd^b*R0>J|1O08
zKr}K{&=$IAI*scm=>@Fc-`FG)b4<G^#-J+7Hv(zSXm+A+7G-D>&p(6hAeEmwKOVlM
zfJo%F>bc-N-R|KV0aU310NP&_?Nic+4~)X&3%G153$li!rG!h#uXQzWr<1SNGR9mC
z=8@X;J@rKmWSe}R%R)KH4cd%ujnUGKAn7h@I*s1M4gVxz_%Y&Emfc7qQgk-cPh{)g
zuXxnKB=PglKfjz?OPSxol6*#oD+d^^nB!oh!WO{F?uaGeyzm|M#hQi=bfKCK`lvY7
zw7AK+r?mLKbPF0t8PhXo&#L6P4kj0uuSdh7={IdfD&l!y17vXy&V|8-RA3yQy_>20
zd;AI^fJbTiANJv%OBL-&2Hxo|J2(*%vS(&?HoyWoG}=l(Mk7+ve*zfO2qikPbQSf*
z+^YATKNEm-MYyOY9(?jU)`JJ%M_mlIuDZzkfOZqr_GnLTQ7qzH^5R9s8{chIL&|S!
z*R2dY0@Nl2!ic9}49Nv$GwRo0SEqI$C-@<2JkSf1MfLJ#5RL<@wtZ$k>bKv%kG_fL
z7=~IWA&2(ixmMv1VC$N@5Kw-P`4&1Emwsp3$SBezP@$Fl_UHy&6vzoa4iZl$_0L`n
zqPt!$5_wy{r`(<{0Dhn&@dq|}jLH*ipQ>BIc?d1SRuqzq7g)jVzW46cfL&?6-g)O!
zx>>mDbNxq1eq~2Dq#0BdeT)CNN(<GO*ORencxn<ZE9cFR-DWz3t|{DQHdej>H=~R`
zCd_rwe&I{Orm?B1y0Pvun~Be|0F)A&M5Z4$j8YUsQG3Tk?Paq=2M&l$wKyiZEG^g#
z9KQ&9S6)pmBy}9`QjN`XT>t$~60S~r#B6O}#3{r+F1g1-;`Tr^Yn*1DOPoed*5cw+
z9_gjqR-&%eX}YS9yd3w|a2h=ueEE%-m{>np5pzR6%B?p}Ei+{@E9&>(f5dKhD=>l{
zLbovM@#g(v`k+(@D9Sh&Yf58Lb|ih<gW=xZXr!g+UsqCXX0CI=JZ3HNWHXRUCF!5s
znQF4u&Bd?jc@OB5etQ=x$jZ#TT$AZ6roH4ryJAzSUYo_HwHdGA72FRln?OsfDThQ5
zw}J0)?wl!_ze8x&Msnv8Pd5Sp-*cGkj|2f*s+FwYUFv@};1;@#OPB7?FD%sLIy<83
zRqW(gMai7xb1EVWM>4o|pYMi(_lTG0#toboLj@Gadn@hEicxNBvqp<{C$uUjs;MC2
zB3qQeCy{RS4-S=sQ}oaw3E*PVMxwK#rK5{RqpA-)3sN?KDHdC{w6c;TWf&KvkZ!8(
zG1k@9b&!Rnc$o|I^$QG)1_S8vqWc|to|3df1?}d!<m)RmR_KbG*LRl>2P~+%Ozlyr
z!()E4Rr(+bAxF-HZ%RrE_mzB#gpE~Cd9n*%;(qWFll@PV`aubTlK0neU9bV59ri2(
zq8M=)Eu>3B%mWWeZQR8zgV-3(nbPnG-%ZK5EXOElpTz88f#ANprNwNl;S;o|nQt2V
z8&abkz7E<K&LG4;qJKMn{mT^zxl^ZpA-x?+#2tD;C0|c^6Is>&#;|@B8rDJ%(-n8y
z`i#-!$n8tIw!g}qH@>THyV?UScvSVkH^$ZD_C2PJd-!Blt))=_Gr+F#Qs0^Poh-Ax
z$4I56l@)H17x8=^;5r$_AX?L9<}AKvtr=fMl_p_RT^?zg)dSxQ!u)<!7z;12vY_pt
z4EByqP+(wSmhDhn!sT><A^Sx(9v&q;soLV5J9qxDaib!NId*xMZ!eqA*x1-}mjwrs
zUqwVjbc;_ON@l!GCv>EK@Ozr|Uw)9$x_xHjjKyy$>r*Sd<+XZ?!#F0h0xPEje=R6H
zbnKWcA$t+4v^#cOzc}LM-$kFBCo+|3)k{FZrKO_<uU|_p%u{Y-dbse~k-X`S^=sBH
z<t;gF+qUf>KYv5)(${c)D=|O>kd`khCJ^mLt+~$3EmDNocAPRL6hFv9pdTMlp&nX+
zljGy}!oxN1_Tg$7W*DWVotq)3d<YPv^~oz`FSmU<UpMC1`!)-k8I7pn=l74|l#{~1
z!A3}h3dADu8a8DlpKd%<A?O6gK+c1PejE5BY0(7*?EReYHtcwadiScQ_Ook`r$v{T
zn{3=<xix>Ppsrot{XU9!cfnlVOMBCR%f4N&7e1S6Co@mci?e6Cu-TK#mH^z5m6hcg
z2V~lY<otk3FF@eNQ>U5kKwWX<hu@K;fgH*6l9Q7I>2o0G>n9@uoVIP*@)$Y52viC4
zCn<xL_PLqf@W~owO@p@lpH)+J@6a#^#ps3Ei-93QA9pHwAmiGe%sCpBnwxLdlO2=h
zbve!Gf#Y!b<gMZ3UoVl%d&@VL(%qlj1(fT%m~ndm43#2+Sx!__qB>qh9yJZi;#V<&
z_>INlusfSlZgU4~j!U5+6M#zuALoV1I)Xb}T$h}kzr0!tyb~#V=~4_5fkDeld(=WA
z4WR=$mNVP`RGCdGaff*BzhEYAH(2bkoSSJ>PanN9waYc+p9%VHSxkLSXeAm8aLI~F
z+9g#VKT0kLd4HLlRK(juoG}(|RK&-ECPxn#e}NMPTh!xr6;g{I#3ArqAbHO7wmPMf
zC+#D;c*(BCUhh`Ae30GrsZ*!AIy<$w*hYGS&1z8q{DXs8H8orJ4P<ET$;_tp5ly{z
zxrsgReDV40%QMrAU`nP~rP!N%hLwaC%bSbtp4Z_Ga2o3>Q4SS#nV;TbHqcRcTj2Va
zhm#f%k>up%6#>c!^7g!SOIAU_4;@@hqPk#VVc{Vzt}2I(>=cDybR5nUClN-HKM4J(
zYP;vGh{5z`+u#7OdY}dD?H5KHazqy<?%|3(k6fgvsmT(S@Oq(lWo7dCq{E7F5#Y~(
zI&zm59c}tP7S2wOo%<D>|B*}2P5_YA^;Jb5cbUH)Dr7H*jbDq+bbAAf-HYkz>xIR|
zbdFOes1q|CfbS?HphzMBPzlhh4L)r>+@u2ZWut%jYfJlXZvEd$y2195^j(~(bnU;x
z+wvZq)Wl$FWk2G=q1#`Xv>)P{-%$@k8le~6H9%r<0BWj6$auV{$+XhjSyW@@&1GEw
zjFT~l4m<4gXMLS(*Xo;uf23p<`P4$hy!XVSF_ZLlnQmWe(v%?!pk4FqYJtL2r6UAo
zFt-Hc*i91-L^zd60uXt&<2DC3$kelE&cuLk*>z0oSB>lKYsf|9Z$tti4Kyx0kimIE
zmNcG1q!?e_;SPZ!67c~rb26CMObHl2F>leqBi$y=ZW^1=^8$#>8@UT#FMEWqrDTqU
zh`MU@s$Wk<zv<a&Zb9CWfMPGN4QYlok|-m!s0B8F)B&>&fQ^d;S@Za8EO>uwE6eli
zqgs=L4OI~eK<nM+7Fm5!!4uW;(tT(<t_bl^`8t4bCgb&GW#>sKJbwJxSVV}Pa!YA5
zw{XB_SHFuUXSdEIKllj0UjrA;dXgrF)O55vgpKKM&Q8x=oHf$ZTScAlwFV@j7j~!~
z+#yBB$e8ryi+QudK*BNy-fnK8nsV(HDFONUCxGwNP%f0gNE6fmGN5|7lRYRZstHy=
z-rW2dNNkd@(6r}Fd^}%TR>mb5CjWP3gilCeq&rZv)@vshc@hK9LARh$QwieK@kHiq
zt9GNPN)jc8g`TuQ$F$uAtUv!G@hQvZ=>e&bm{h&WelYi({Ck0&5dr_y<P3nr4wOH&
zf_i4%Cr1(ukKOy*zx^houOGwUGJO?V^1}=KLJAz*+zMb+&PKT+rJ|DANFJmp@Q1i|
zrE3l-MBM`em%siDcv#WSB~>Xr72>{$F|oQ@0U1ix_qk5lcCuH194s78fLS1F6XAM*
z%A{RfTzn&d+;ir~%9Q8ZtkEJA0((@tF3JOUegN8=Z1-T4^fk?$(FN{`l@1qK?p7`k
zM#$1KrN1sI34OJMFCpN8jR_Y+NR5QDM07dv_tE&Z%UE!3I1PqZp(^Sk5w#`#_YAA!
zS)W5}P2{iIRDVJH93Pd>#%wAAeuO-2G%5Qf09A7XI5ZRAzC9O6(0n4Uw{jVo`%m}$
z_(a@C39WJfo62L7_#o}p-IEsSD>bGl1$`%qoyzdp5^nM7rG2W%;<R?N%iNG}MBc)X
z8F^Q5v5J|NI)Q6QyNd^8I6po5>DkpAAS;n>^|_XsGOZ3UTZLiwo)s5og@*g;)hpfN
z6_nc9TesyM9I}8!wVd~$c)7Vzk<rmlq4Tk?Lu0JwBQhI9Y8Ln*HNdfeLak$hTd4dS
z{uzAeG1OmPmtC=9MXdn{fh_a(Um)bhSE2C_2?l>~mxMS-y#@zyVTvkO=;*k%!yR0o
z>a|Zt(wnpvTC|d(KIdny0~v!IW-144-*61wSJw#(a`CLNtX$~?0I7x;P7)$ov{Qf!
zJmWjtNi&BUhK9{jhlZkzk!~&`cV!JEW*bLwy@r7Ioye>0peG3~!)sKttPk;epuzNB
zCMI3xN5x5{L1W1!2>%W95~YSxM0jCzU9gJ;cC0dAk?(8{BI+B(N%EAK4?{x0k;~gN
z`Oko0lPC%C*p$D9nj%7#-+3hNKqjz3Z%7Ab4mH#5kfcJ$Fwp20Gjr^tNSakh90&)3
zAoAnR6!ujXtOa6c33qyo?FzkD(w9gtt*%SWkA7K0<=1fQzt8^`9Wi`42$k9qO(aU;
ziT9@g)qe+}!W0YfzEWs>1EbjYlzANVX3~8*P7V7r-SqG<dh^?6!|Is3C7_AJirTaL
znGYQ32O3EaI3PjlJvvNCMxnbvRAlA?(2<v*NPA+p;_h<ih6RtCwWtl$CGiR}Q27OX
zPFBCcO9BQh>20s!Ae;igBU0<ph#P~?t^xf7a^(5GDsqiLp%s6UOoVzPS{a(Hb6E0w
zOxRC$h=L%PFa{?`rg?5RqCseevr(Hsrde26=rDdywS551l$7%|sJ}Y)3Gi3{n_F9b
zBha+nVGvd&388A$N=m3|vQ9GzX#slA8(jxO!#H#fI)ns_1_=m=Wl(<q*e)(zFT^F&
zt>9A>6=Dh`=`dEpGC5u;N@R532vE-YXeCkgkMW~juJY?&Wj;PWPWClc)F9t&g>OV>
zu@74NbLjCc43`rQuW3k}QbHUq>@YC7FX@XehVaQEJM%8T3CW8y-E_@XmBK_Fw6wIW
zMi-!%psEOoOBq_(mMvS<?rx>puCi^vP1JPI<bAJiuJ?^V(-jm_nu%_R7RBI~Usk3*
zfpBR)ZQHe9%u5CVijB_;{_0Zn)IgmylBm>1>{FqJh6d8mr?E-6Zi~Wu9L63ez!)EO
zYh5S{gm}lVgC77LD?n5~D?moX(hU$%0?vhsiD%D_(hJ&_FSAJm5C(DSNhRwAVk>jo
z4Xc6QX#JIthCSvMAlTS!&%FXKs@m=@gH6){#xV&HK*M4YbZ44*`|FhTt0^}y*5Gzb
z$7gl|OcRFm*L7R1M{=eFxOP+dtLXX6Pk=Sg>X-+$fo~pe*t&v}@$4X!lSxC$S;(5C
zqeV5kLLbHJJZr6d4XN#S1YoF$^Q`AMvUURM1?Pp;)QLmGamslv&O<FZm%&ke%5h9b
z2ezEB(2zaPR9Q_?ksn^#TREfF7$U-x$B8fq=`+xRL<(z7FCQMP1pc@hs3<g)a5U~4
zc0Rs;e+StCORY;&OAY0aIVy=-Lki`ANM!HBX!{7O`Ep$9h-R)D1mb5>q5$IkwFzZ<
zvS7?hkiKI9$6`UM5(ojX&L#0N*Le;cl4#!}4~CEU0|QHtoY5B3yI2a2`rW(t1hruS
zcCI6wn?T&BT`So_iYP>}SeMy87NS}sWmTo<l#wofnP&dIKraL_MCu9{y;y`S;baid
z+PD!nE+M1~htH2ZmPxn>xiAYN?S=4LO?)y+igjIDoXuOB6Me@+{C6?WByFsID+_ZP
zlfZsDLl_#s%dYqf_#Gva2(BR(A{k!)LS*=3<ZXhr2yBT314&U2Uz&sNP*qjEYe2kR
ziR#(bkPQiMlE0N$AVfsM1V65H+l{}f@}HiYdy2Pu_h}CtDjI+DLWtjb$A@%snjmPy
z+W1&NH_gdmdk~&hs^D+*GEt1rzZ~?WWmUV6M|+w1uoNnu5*kxx2_%oiaximOP~K`s
zfad;Pc6H<Oi{XRZMmvYn^lqZXaRhW>`%OBm)}}*y_r7wFe~hgsJYLTA!w)}jvhJhu
zPy5I40r~n}zp<wrFZms|G3W!0O(ivrjhE4s6P{ngc~WsJVfG<t$O8)`I;h{9DE|G2
z+l8+~0cND`hKDCP&wY(mN!8`4ni^`1M!Rqil9Z4l1Q7R)yVXJoa3pL#EMSRvl!QC<
zjQ}qs1*B00di&zCy8yRLDxVFhd@s>?#>q!}!*>?Dl||~DFS-tH2tLA7O;*d??=BBf
zYAPi@o(&G3Gntv0JXQPm?Mvj}Mo}o*Bss!6q@7b6FrW{Aoka#8Hkc~81X#~B2AvX7
z-1yD|mjGj1e}2Dr<Bp?1tg!h3s>e$DA71{5Ega&?JNPXl2zf`+`w!oL{~lcna=|GQ
zNytN%%S_ZPP-k_D&iTo{DsgaD0?xC~nG6uB4vRCr-|mbi+yeb)(nMc$_+d^?D0CV`
zH9~tB_3+_Ogw?{khqGED^_QcQ*|u|MEF2C4DEp~WBXvpPP%I3!IKOE?gmM6o^Nm0N
z4NUY^kxhgaI2PDnK=>yrpNsUwv*;ze1_q3{gu%bTkjF(xP<bHKBs`-}d9Ha(v2Z3j
z%nhZJ-WclLK_;d*eJfT_VNjl*)eq>pE=(#Tt=B9w`$&%jCrrM0w)Mb;_r$xm+ce`O
z$ch@)q?dAWKN8=|`t|qn^726cC4t8C*U!N=JAn*|usBjP4sS^k>};&;?C)mlwUR%h
zLnUf2p}NL@L7ezPnPRZ-+B`6Y7uP@^c#PNex$icWL0X`v`Q6Vi0$B@}8H1k_?-;z3
z&s~>X27b@)*dyX}35xK`;fziik8t=d7m3Rc20@wY*E5KCNDLK7fN|(*fpT<hg(x=<
zaF|t^#O8uL7J2xhFSk)G+eUf;1q6r^UWO{RZO4w7H*emsCd$jmJp6gpT9En@gmFB-
zo1T*K2KS(uZ8uVTn<EzpL5zq7AHbJ9N0<0CH~BltjTLF7<md+H`O)Hk1gx$=Ow27x
z|Jsg{)8TNBMH<gGZDP99XJ8;HFSp<7Pf~Jv%;R9svRyOjjmlE__eUku!XB{e*%l8*
zHcK;a`LQj_B>P0m(pXQXim8O}`YCO<z_|sX<v*w!<L&#L<$qZ5BbMQ~d0W1msGj|H
zRAF@9BC9r2O>WS4yWZX<;ZPHKo(}ZD<?Xj4tEF9f%6Ec@i$RadQ-xbg!0OXxze9<c
zgvxaI`0=zemB(!Q6)pyG$G)8aIy!Xp===6^UnX9Ly_S1Ne`(mf=Y?*?t~!&Ziym|F
zd8IoWEX)3lD<%Hll$^_ZOU3@n%>h99r)W!>S)$MQt+(P(%Xlcx=&S%{T<Vs`cSZlw
z(kbb$ZS|!`E<x|W{`~hKrQ!r4;@BD@IkI&#7UqW%8#96z#F;sMIx(<yYmLd<A7`%V
z1=ANF>#fW-u6k9~WF#u-8e$-6d^cvVD2=S`Bgdh#aqaVY930`39P9q7aL!*F^bA{G
zW>yFRKlp-ygc@v6M_cnR*sQYwqSl{(r(qO{2U(yJt<G@x68x#85Z>8!JVm7#USf27
zXJ2%8cJ60n443P+P45`h3oyRj*v&EIa(MGUT0G}I5JQR%oo=@J;<DdJ9bzL45=Nkl
zVePrGokJrY=;Bf@ph&=;T>dw}oXB5HI)d$@Cb_w}01pX}MG~s8iHXq|it;v<MRYD7
zH;K+a1PmQehBQPX14fp^+}smETu_tO798yw8cKj&@^f092JwkZx-Lz*hM26R?!QKN
zyGeNBckDO9$wLH)f1B+gXg6%F@Aw~CRfr<+`0V=N$)}1>4@jJax_a0fHBSza_JIg}
z*tQSo0cd^(ng*l!DOuYC`QxrpF8{AglOwH~(bD0y)1#d>V_gzyrp>B|-L#gY9l&v8
zV_7}fc)O+x(5-O&CeBT`FK0wPPeIxW>L4q)FqljSu(96{r3;SyvVfM+08W*{cjqM}
zGW)aOGc{MG0aJB1AVBGwD)<SskBR&0ilC$z(u9|;+qm(_Wb<dRsY=8_jx0}lKOzSa
z40vZJmzc*UM%$Bnkj&vBaR<SL1{yjKS{jQ&j^()dmJ4-sbYhWOpzadq2$C)Tkv$MG
z%fo~(BX#>TfxvsP8<|EFwawzERaAzgf`USFD}-tu2-Wa_5L*ec_}~T-OIK50WY9=5
zYXl6Kte|vC9(90pd_sbxDZ^q}^}7P3kveyb&i(4!<p%a4F_p-8K61dOuYr_FoPx?-
z@D)B=wz)w2)Pksn276hwDhoJ5!sxJaqA{22^p|$2^+4}zsOFr4E3dE%>Zz4Qx={uV
zoQL=>mA>N<yraFLU~skheylce_~4_fAn-niS18zi`|X=(X3gXNR@yH};vUZ61sx(K
z^c1Bhh$@R-E1u;3`k7_N&3PJEYB+qS``#P!ArwXTKbLOK<@V1nj*r-4&@3r{ep<P5
z<+jb6AHl*bC<r)z!x^j>p(DYW!YUsLE5_%$;tU@M!GyH;haKYdB%EcDSZNX_Swk-x
znIypE)dCDBz=&?1E)1*8wSQl<gF?`$8j!9KmW&pMfg{j?-U=iDT$5A+X6hV)Drdor
zlZuDt^v}xuhrD|8*I)0`LzBIVw_uS9kwLY;ePINsO)7-1-4C6N*N$Va9n>C>dYjqH
zkOP=GHaS^?DTQ*<Vew%_LEkMqQSufiIfDDpY!C&ziWKI?{XRlk3%RJu1miq6YZW0(
zGAX6ENc;U3QH?}Gc3d!zNs2}%p|Ic)C+}tr3X5VwMUX-Nd`u8D=xM|Y!}Ycm%bl{Y
z;|rxkwLeA*Od5HbEz6F)dxr~>aliT*FtHZ65#tfdhO`-YZH^v#F#ZSNu8deo@q&}|
zUEIN$j8;NVZv~Za_}>ax;ov!`|DtveA{P$=XFolti1o~`AxV*zRp~Pz^6_P=goC(0
zY+Hw5!h$ZC*MpT?y>{(D(QY$tTs-Bw=b%)$(^v^@uSs*3BDUiZ&P8nEk3oDEj}Kf7
zih$&X?)5%NO6`(rAwYlf*FG&S%pJ$H2&oIZ&<q}s4jZgC2Q@GWIBo#@A5kKSKbP?T
zuIK~~Frxu`ET`T{km$wxM^CP&V^<(^A}~N~KcdRF9F)XOhlfneX@>_Z_EOYv!J`iA
z#d-Uju~JqCfWMk78zb@%K<k<-@<1uQ3~M`~LI}A=_}7PBg$6*!K_bpsgoe;53!oLW
z-h@4c<OL7)?|-sYy990Hu_dZAEVPfPWys)S*laUBzx@0wMU4}XrCsDD3&jz4Kn9k+
zn1i`OR@HLiryiCIjlJDpT3RaiMC=Zr)TOSTA8~(NhhT2m3XTmlXZ}s(#b=OZ^@xcq
zUeZPxEsGj)+3w~w#Yc8lKf8LGRQsR4S+bM~-IeQ<NiOc$H-{X0PDAL(-wc1JCt<@=
zxOd<pxBb{P(rY7V74ch>o=xx%EYmh;mKiM~M`PimKn&<(9eKvtwy!7Vil}8r;33#q
zmf0zbJ0NwNxHg=2ze-GfZLgMpZ3Hcyn2t!M`0>Yw=<<(fysRI*1p4%ij4*W~lORcS
zic%nZt6*3@AVHYTFqc__PzZ@wjBorh83F752!xji1O0g{T8h*F=u|kD5<%3<;kP=-
zyf75?p;n^>)4tn>%dN)mE}TOeyhc2IndG^ABbZn~_+m)v0254`obJTO7Kv|3A52tt
z%oZWPLC?&rKeYzX)Z!ca_a%STEMS}h20{{Gpk`H0Q~=tB3zY{PZRN5RqF^WaoSGLV
zmyf8VydfSf!W`n?V7nJqM{RU$4Cc?weoi2L_=R-*V8<X_c*qPKw26FXa90Ki+9d*4
zlpWnnQOiz55Jlnps=ki2Cc!4w|A$%aIG)*7UnHEJb;PNb0Ak7rj22mGcvy)4=jM94
zIP}(Jy6gH5@)=G1u8S{;#Bv;_-zE5}2z03wnY(~|epGN5(#^7wGZ9qTX+ln+7J*zy
z(efBZS*u-sm^y>?$>`~1ND)U*hZuiW->npXNw$b2H!nh|DiizNlx-JS@Z;oD)l{Bc
z`R4ZfCHOR1iEq<=i63C!BDxaTM%I1%PBA)9+-<mv*0=~kK_$w<VzUhf1h{_(hz|gj
zlJq``iE0gl`V_@N?0M#Q(BVR7-6uiXUcwL{$-rCsaOKq)2I}GK#{a}Wk)TkSh9U~k
zeh@fqmpqjCt>m&_mz9@;OHSCv$f!9u|L-jP%~==l!~nc*@6*IEVmiAOOn)dx=U_#%
znlS<$e1rto;g?~;j&X2cD~E{wSKk!Cg#Jt)+N|V-3xwHbmWYjwRd)7<W-&R`s0>b0
z5xZ@OJ^0?eWw-cV3CK9WDH;+QayQLq(i}b-y<q(*e{eNT*_>vN5N|m<-Qw_?>zS>U
zotC<GWiCgS-1$=2u~FMTz<faN60=*X(O^Sk0l=W*7~OgSJ&jl+n{DdUi4}E-9mLf?
zbtlid+F5^Fo-TVdf9XZ};OfX1BF8=qe(!xbwMZveV|#n<9B1-Pp!?%>&ltbi<ueaT
zp}!^i*D{)f%0>z`XaMEG6yn7}UXCFCV&7_P6Ow|J)fiA_fQ!Aru_$2tEVvI4u@=cn
z^7$RI5#dXL!@71Ln$#ddyk|SX6oKi$c%N_6m~o_6K6o(3n&Ztz;0^<rHNd_FL$xpW
zmKRyQHaIl@s{M);s^RxzOi#PNWf5!~<n!itZP5v)3F~p0<IHD0@n6>Y@Nd@n&Tg(n
z=Bo}CSwe|Id-t9M->nR@39(;-;YVbso(+(ekobVY9S<Z{+S;l~HVvE@ldVgO%6P0?
z?X*xWn}^a{QIlV9;TY-dWf2w4+gIi6<Rp}G;(Gr8djL_ZM@!z>=5=(vZWXjU%;4$|
zE4&h{@U5G~YmYDV{OHP{%mA|^Y+>lW50Cy3?FeDOnGjOMuWOpscYv7AfN~_Iq}V%Q
zRQ7!MFMRvQKxaIBd2G__9#@gSo{kQw8U&x(=CZQqA7AN(HZQ8|LG!Wf^BlWuQ`f6x
zQt8)+Z8tyd%B5?Q)Un%asxtbQbRSP1jPK;eOyJ}PyJ=vuyRRA&ax8KFCY^>1hW{{d
zSf|yS-L+C}DyLSOZVShK`d3%$EMJAIn>uV}r)&Gvv9bxK0J?U8s{ifi8+G61PF31{
zhz26lZL1<9BHp&P=GE({S*#fDX{#VZCSq=nFy5hHb50TS2D-%-Z-;u#?3#<32luJ5
z=O1C9YYRw7$@;$T!9Pgu7JL8aX*jb%{>y)jOSOGOQ>Z40*_$*kR@b4lI^qN+gfirk
zj1J4h465$0VTaa8x(&+?1or&2Zqvff%BG=}YO#atuWh1W4JkXCD578w1gs;%&GC=(
zaXC<p!-}edPtV({&FBOc``dkf-|jh3fwU|ib>Rax679~ND%)jOAemxj$)mqvx3UOq
zap=ONVg2xDx)?5^j(SiBQ!9bIphzTriB}GWgZp0vNDfv|i=tz3>@4-!!@rLsX~|A&
z5JIjTNETwAYc$rwJQ84<mWtR~{Bhgf3mj4(Yl{6b$y6^S;xzqiU={i7{P6pWD>BI2
z$+QqlKYp@2p?!du)W8Xu=1eLrYZl9MbiR-r$<#?>x*0Fv<6pzv|M_&6o5b`U7RsCv
zMUnc43B5ln%Kv&y?%QR7(m@Ftfb)=`+CT5W+q)Ji`?>R+?O%8BfBKw1UwmQ9--P{d
zb8!E^7`zi_CQg4hqrm@Rve1pQ2nY!O{@v{UfBv}fCVwCN|MSJAXD!Is)jt^_hvLdy
zQNf75LZ<gnB@6-1bo@YX_x?Q~kLK_ZrzH%Ngr3D-L_5to`T4`?zP`Rf_9ZCIpJ5GH
z=H9`($C|a~k{Kgt#l@UbG#HGy^|$cAz@-~#Vgmp$qH;1pI5_!KIY~)N>v54c{pD*j
zg!6$>=)>m^PnadhCdTmZBpRiId-pziJND;<xd`wXQy&z1)Ol9Lp4*Fb=RsL+a6PS}
zqB1r%<y-jdK7H|CzzCb>qJ;(ZbQ8L_<5S8o8oryID=R))?%lZq^HfV}Q=fc%yGAC9
zb0;b%17$yJERV8*^ZQAHvuS9m4tFR79aJ*s&IKI-R;dTayhOb(wz#LWSte;$r42sy
zJTT%qcMN2ew(Sn_OiNJ>%jPKc!Y{Mhn!5rw#J(ToX0|)x>JwOZ<by@YQ8Mn=4ps<_
z9t%&^T428k)Z%&@OiJEqNY!h+uv^sSC5pG~;275WC==|Puzf3f=R#iZ_bNDd(*mZK
zs;PDOVPPPPD~@8g*1t3QU(BN?)!Rsg38@T@VNjXPb_QcY7^=L)NVk1^KUR#)EnG{^
zsLQ@w2kL<grVBVs#6Y$Dhl3lS0s#{fg*NqxA1lb$8bDCRG($!2i{^slfCe(fU(Aez
zni&)x9u8H}I10p3Maa?a6MvlJaP8Zl>A+yqu(^~TgOT91TL*VUjlRK|4!@Bz9X{o<
z^;wi4d;cp-UST2<G`&XvNvm!~I))Y?7XCEEg(`jX!`UE;>TTe(xsv*l38N;9o@Ll}
zh&oQ^7!7Fka2XM~0~9k6`5!!ZP@6qSASW^TVd9Zlg2=<sQlW%BYX(;|+je8q1ct4Q
zpyul4dRbP2DaE5W$Z5QJ_$IFS8OMr6n!`VQ)h>LM`%>Wc)%&i}^}H?DPbcNh#$m-{
z0l|&ni6TckFcE}}-lPg#Nc{44bHF&8_4JpkMBU-iEq@Ptf{~m9E|;QJ2M#3vBNO((
z0i7ZKWvl|S#=n1<=rzwGCP^?6y2S^T_bfb!KuL$(fmwAsm8dfC=Fu3D1Y#w(3Q>zp
zsH-o&3^T^)6vM*FrV}ci84BBqndfPXqqZEC0r$gqbpx7Leb^n^dwcb&;}pw2gV`B{
zy0Z&QrCXeO-gguxJU@K|XXP#se2E*oR$|*1fqgRh)!ls;=v^_`6Ye02cY~G6?J*IY
z<!XQnWpBwefpQsy2i+jy&b0rhpYmZ8zd8C&aD>lq0E2Vxn0Fk7)onLg0bV$9?x6qQ
zq4zGtLSHcKv#N_Gyv|;D{wj=l#KhrjkbKDtUa*}$!e8%KaJr>hs2yJ7W4BPV+*W*`
zj&s2(MCcV6+-o$=CNB6YC`XTx)j+jKlL-~FHh4ABly!?=>O#*Wu>>x>+*|JOCZR8G
z1oNXuBc5nt3k6?o1M`ubSyhebJ>r^2n1OEi2pu2-MqDte4zNh;-KrIZO#voi>sIHf
zL(sScav<)pmt4N9RyK0}8{=mjMeKRtuVDeG#ySxvHNB{d8ky&Ks<BdNM=|qMzQwIh
z-zR)LnfDtiDz;91{!kDDdy>UyN1;|P_UtbAt2^=*z6Os%x7m$BTy7|IhSsn^p1XK4
zP30>xFt_Q;QL%#J;$nTsb;+2?2%hov0t)VgA%zQMf>*F<R>?G;s~7b89fUW<Sr~V~
z#P5I~>$!><h>RlQE}EX1*$MuY8?m8}GhHx(H%H^k^aPzTE};ls1TR4Ooun_>ynVYa
z#w`nuZg_&HR0LTuzA+cxgJT%^dIHa~I}8#ZFh;74Da6P{`>fZPRMkDl2|aX>-7d{p
z;bV9S8bL2O?{~pQaLlkS(L`weO99VFo8Lre&T=v&1okly*IT+5#swt;^FDt37@yRh
z0?X$U7#WIiXoDfPa4{4z_tA2$${l#BwK|aGt_eZJ6$7@u1NYw()TAPieTlQF)_Tk{
z&NB#0FL3=IV?d6PsOL6oX_|&hVMD=mryk>;J;v%^li+APs^K!DQ&3h`_O`T?6Q&9+
z*Z~{MrKP2L(I<J486$(F^<g(Uw-hsbpQqh~Ane@5LMQ0>HJ;4i0=}X9&aBsg$AGC1
z<2?#+i(v}XYN$T>GziNN$TbN_4-&p2GhJKn>^OFcm~)7~N_etbo|Hu%<N7P9Ifvw<
z^xr=`i9wi}i@eRtT4QW<m>l{!0?Bu}KSEcb61aqIL`FTx`w+iMqgh@8=9oT%Qw?A;
zY0XvlB~m@%dTNV(t#Nt=abAG*lrc0kOinVx2N08U4`!os9H;uRK<suSd&r44crqWr
z&HLZGXI0oeIJ7_Zn&>@DEnt@GERiSiD;uOU;ji`Dk?%B-kU{tlq_?`<OG+}kH3kkw
z6Q=!0CIh%f1S~p!MU}hVyohH(6mjB6#g4B=ax@n4a{#g@PD#?JEcA*lEvqoZG`yB(
z&%sHf!<B;zxo|lWR)EaY61N{Y^Z@h|j1}yoR;yR9j=@YbNFs-hTP)Avq73dO7Ep-T
z(b>aUWrvd1EkCQs4s$h2*FC|dZVeR)kLNHfxKW}Ao(SV8O-u%gVH@1RP3;Erc#PQa
z_8&a>HUmLjVTn}1+2S&1LgF1<LlJDSCOx9lZ8wTY5_e`RxsKc(?~`uYY<P~7oJ=qP
zt~y{RG@9CCl$CTcRbFpwhaD|;?%Zz`wo3v5PUss*61*E0X3DitIidx5uJ!k8@!0wG
z;nMbF7~tHEE`=9j)gAQAyONWWi;zDO#?PntNRDwGdIwt)t{zo-L&3orK}V8{$qgU_
z?ez7+5ZDf~cor?#04l8?vg0%CzV71Izk*@&%hAHPaxvs2#JLxqQQ;R%b>TB~$A!qn
zZr;7yv2cEP*f5WSWU2P<Zk@r_yu5mwp`52vNc}sZj~xecAg>-AG$tNhG0e2tJOE#*
z-SOtuJJ+i*Ur2K1+<?77i@nj|bx#6YJ&KslU=9L?`_pg)>*2du?~{;^{Q?4_VBV1M
z{W{$I6nVTtSCII_@tqOZk$wAK&pM;hFiU{qc>ch)?;|s8CFhpyrpV8YLL<bOjJZPS
zTI!QFFae%`$#{XbH##b+6jl?Yyu+`g3)M)j_huAL1XSq*#*~$m^h6M8JFk7pG<Pm#
ziR*3zh|n0!n3F?g6aaSyDtn>p(db~f=Q-T&WGEpPl2s4{hF!d-gEB3?`b3fyl*8Fc
z7?KNQBC}28+yz)qOv3cQ{n3c}2xfj7IS-#5amixPE#SIiZ)LbL?wQyC$PrY)C*&L^
zW(fogp_XvG(m@Gw00x24Mh?6?rdhqucW)|=WJL)V^1hf@Sg}_v9->gnB{t%>sF>Jo
z_EOe2p01sEOUb23NE}MpC~mf~59I&C;+XmEjwrOZs^N~rXaJGswsBc&>rz~$P2^RE
zz=g?u1!M0(${=aVBZj$6oA`uB-)to=3NT*DTSoRfir&LS7lHlca3o@01HG&v?!8Br
z2nfN!12Qd;vf^+_WW+>d_VfNU;|96AckklJ61#>Gzlq|J_u;OtFLQFht$FW@o-1p7
zPp6mtaik2E!jUg8h%XQx6M*^ixcsw=wq!z*h^u*vvrmz|gbC|L^v+a`AB4UqN!PW|
zB37%tzDr;m3mx|O0I>?@z(U~wIV5S?M;VflH3V8>QoDNfY9YH72FZ*dB;q846sbmJ
z5gdk-bVwV2w(Ru~JXHuHP8O$A6f~NG7zT1nv*;AVSss(BT0#487!4?FKZO)$g)Nx(
zszQZ24l-k)ehBl$i$SUG?(T6Q#BnrL4Q4O<pTGRt1j&g60x~}_j|2+)2xiRBZGixY
zz*K}!Oa4}C15UBZ>Thl9UUGVg^A_N@jcvK!xlyms-J?C@jYVG)AG@OQp5PFVM-Dn|
zsPhW26k+4}!?A)?ZHOIAvK$fti<y}jId%koQ5nqQVBrMl;anl7R*-4F0Z|PYrODZ0
zWNMI1;Sk-CaM5vgKQ0=>_l!x!yF_SO0;fSvS0S00nBi-6K*#xk`vx)6kKE2W`T}E3
z+i>auCgI4Ko#grR^4LWpDBeb;gT~0vH8>|N64S$<MVDrLP_z-xj6@J3bFfVQ`i%Z>
zHu5(8gd-_(FakddZ!J7uhsk{Kp(Jg%Z)b^R5D;AONRluTO$~9Cpt!+}aSA?Qa+C@g
zQ$}VK9I`Ln>X^rYz5OxNt|fLY!}Sv|-YR2Sgp}F@_3W=fVN<tQ!rsF>0~0mc$leI$
zRnl*OwmybisKxEz<MCgS%8@d*jbKm|CS7jh`uAT(M~{I3(t_LO-F58u1V--rckf;m
zf|Zegij6obYd<%4^$sX*7F};Q57<gtHr9!1vIPeO0N`LJ>x3#btqB8bd>o@r`Y261
zaAb)XjPhPMXh5YGBc!GJ*dwyBa*_Meofn?wX_yCvhMFK{mwvx)-7$=|-hpJg`_`>n
z-b+8Ke+DsC1j73cT!lMe&=bR<H6P%K?1T%I6CgRhtf5hydEo&Y<{G|Vzn%-7m=^(d
zAYD@$q$6{No?e}|2yO>K6L8Q>g5&iNo<fBcQEfk0$KIPHXV)BqOME{YTRFLNs03bs
zZ#$PT`jU9RHPpXrsvBd!MR3vGA-Vd?)D$mb<?8%g>k`j~C)d)Qj=Vz&@&eTA#00KI
zVc9Rsp?j-SuJCno$s`+qV~+x4!u`aJ0?)1ic8_6I)E#o%-j^8dt)SdXGXW|>g&mcM
z*p7f9GH>dB$TcA>48i17gVIbwY%?*P0UxFeNpShKZ?(6QBP$4z_6`EapQO?MnoXHr
aT2Y`qVocX34jmQ;TAY<SlX&XNFaHnf<EnB1

literal 0
HcmV?d00001

diff --git a/_images/d0fa3e392d5c6f9906bded076ee0f367200139f3804f9d544fdd030affdc0c4e.png b/_images/d0fa3e392d5c6f9906bded076ee0f367200139f3804f9d544fdd030affdc0c4e.png
new file mode 100644
index 0000000000000000000000000000000000000000..0c5fe508627a60c58e18177d46640a69be7658a0
GIT binary patch
literal 63809
zcmb@ucQn`k9|zhVDwS0d*(0kYn<67JLSHLU2t{`GDoMyrNGOtotc2{HWF<-VCVOw)
z$GhLX_ndpq{pX%@ozu7PDfztL@7L?~d_LCm?R!;O?hwfdl5N|z9g@E+t+s93_FVk>
zyl)Tw#DD+3^Y~5JPDaa4-O||3;g-$qZA!Q7tjsO#%<mY`+uyday<=%{jz^e>kBi>a
z&d$nKgqQc;|NRX-mNq8549Yv(@k91oUDmeUw(amO;@9?f7n1I5+qUvSURv^+<I9N{
z2gmC}?LN~9_i8^4a!-r%y)1IL{HsaowYLDpWsbyW;&qSJzTUl}&CSuYgS#n+huww6
znts1fi*~H<a`1Af`Q-fOE$04T@?u7{_6_xk{wph^;^{_X8{H#LaSTu5*%=v#ud}|v
zyPbEC{rf7GB@^6_FJE~dW{ZD+5=JWD$xM8)(uU^AU&fcB2(xuqFuo$~F88zk`w3&g
zl}b|hGWgEm8~q4hm2WQnKYozmw{T58U;2GwTPp*bfhF?|qWc~md8I9XS<!;{VKX~V
z1UzPob$qzAv~*ELMymhWMdF`d$grQ(c`C~kB)+8eDv6Q7T7jPU@u!08hQ!uJ6U3G~
zZGZgyxyM<Aj4X_fxXg`8?_+vjQnj-kXUg{O6sN>}1QGY)KIqF9+ndv-m+<Z#dy{%d
zaO4l-();8zQnkvWOk!)h9C~O+lW}i%DIUanKB`Qv9tgV7fFJawp@DSa8t$GubO`^z
z#KzWEJJ*7?QDWVkxT3RnLU8Ad+r&0zD)PFfE~;F@GhoD{-Q)bf2TE2fo%R32^TQAO
z|GE(8Im3gGZx@ITc>9+1^XJc_Q&ZLE0xex#UDG|r+0@zXPg}++C+!F93sx6eR5*Bf
zM_!nHkmQMA3absSH5#=OdFbVZjWE0Q_m_v9jLgxKCr^$>@GzWZAeOqHU0U@`a<XrQ
z&tY|aeHAx1@k56WZPG0+E`H3(Vc1tLzgs@3<tPQkAZ6y8H_Xn?&S#Dv-1pG4W3qb8
z?t62yq>@s-wRcuQ0Zl}m%;n4bGBY!G(pg(uS5{YtK7TH2V8CdTFV<w4_(=L<$XdSq
z%TT-f_f<7CWbfP=^OV!nJT^N!TUk@HOde?H&3yXw-CvCTRzfQ?6^DgKUfNzg9e&9@
zmfi1TZmvt!qE_bOM#<;TC-QZbWo7qhYisYMQ&m;n_wY<-?iDG6a_rX1H?kBmcg@V&
zvrP^cI7}NaPjyXn6+}FKyr;aPqPC%dj(!_8HMMEZ@3T>jm#gjx4QOg;ERm0ghLR~<
zxssfcQgQRl8N=#>!woTYFNJL*MICtXDWQpMXNfampr(5LdR;?|Xpz(>mt_l`>(`@1
z?w__DX}CSrng1<TJeouO?UAEL`<7P&a`IyKWw$G8Yg6yuy}Nt)?W<SY@^u>~+OvzM
z8$0uDYinyIS;PA4nOS*o3>8h^r=--@)y+%b_x1hl_=YH9+u=xUg9?`5eu3l4Nn!Ev
z@$UW)9zNXhQHPsT^Mg_A`~OmPa{TVJyp=a#JNufrI4M<i^%j+H@87?V6ts+8W-YWE
zQ^O(NAznYg*Ijw<%t_L{1@@D3#WmNl<LT|yla#|Nl?`;6@X+$GkXiRS1iIapZ*;p%
zi+`=Fi^8p^Xrvh|{%IZ1`xbbc@kvMKuSt9R>F)aB`snszH__X-Z)0C+e9*1ElN3`O
z%5tS?%<e(#+edL&Gjf9<4KhJrYdI4Wwm8?h{nN$kJg3}O7!(piQ7nSy8!yDQD2oO(
zH8ovSv945<w)QG6JsDOjEho1(p4}k3eROg%F)3+pM4h*60s}kylUJ|kDM&afOtTEn
z96xg+U_fL}V~s-L>486g{;W)U{H-gPF0OmdeI3Vpcw@eCq~h=eqq2v)Ll1D3IzHkS
z5jl~j(J}qjIJ>>Dc0ycSeBZ;1rl#yDb-S=QRzJy#v1hQWP4C{_K`$U6P<l>80;{s?
zX+wkZ)_mOGnQ9u#nW|&@8Lq1~#p_+ub0Zi2Mt%JF@uG@KKaDO=gyye3{%2ZE`9~L>
zUo{4FwztdUHYh16-?iSwrt^LB<YJ=Qs>>fTLr;^k?>~M>+u1GT-B(rUXYJFRuope$
zws17PWJ_ea<gWzQWGJhSXJD~S|5RH_sXDb!#r89Ao~V0ENlHuaI(qb|o~rr1dx^!x
zvAw-F@w4|II1r{AL4LB)q^!>hCD8g0qaR~OuH^`xiRj<8wvv5^4&Cnhe4nUiicx$l
zO)X)^87sQ<L+Xa~UfT+t#PM$a{$1++{qxR6u}_}tTW~HKw2Ae6I#MKX7*F6S_2lH_
z#^$t#NyXzsk&3K5`GaJ{7J1I4&BsuDlC1br@-;GY@=J<}2Q^Z{fBw|K!ApMso{^6)
z6ovW6-TSYSIM9xsE0Rf=w0*dds$UYjvf|k7JkCA!d7KAp=h)|cOzX2<GP8M-5L!l7
z7N7CANJ&RWA^bS6y@%Cwbp8ZXpFFLp=frYM*Q)H7lKoT1#a7L;#}C$Qy4}9b@{pc>
z-;QkK`nit6ZF6&Tg>A7<rqlMKb+|sPHy#KO?7rC?FGHLY?4P;$`SwruXd?98^C`{?
z%C~3S+KC+?6r((S7S&TNnK)9L4U3)pK_`XFv71dzP3g~`4SD+XAezK}Qqs5Y-}~*{
zOL~(pYAwL&{oLwET(<RqY~0h<jt+n2q=A{f3O2FE`P|jA!|uId<9kSIxjD|B{@u~B
zI&kXm7u!a0AHDREwej>3Kh6&`vW@bJ78>b#0qy3-craW#ANP6kmTZtEG+%aim(WO|
z43OPfieo0Ppui|DPP;9kd6ZTzQSIolV?NEMZxRx`&;<UBk7H}mv$9r;Rwq9;Y5ac7
zb*bHinT;(hB*eOW{@Q6u*@O_>x4A&H$_Ltg%ymiz()|4VRwFSEp)X&4s}7)Xn#^fq
z=iwQ~_I~zg5<Or+;Pm}`-R>`!BI<_3B|^s8jZ93)X=twK>BTN<>FLq+Y)(1ID=7_)
zr<Y7QxS}$2dmMOp5u1G`EqW@uQNnQSd*Zif!65yuxd`H;Mw=K=Nyet8hJRkSth#vy
zwXrP5q1);E@&`Ojq6lPUoUs$3ZF#FSfFnC0=yO<N#gqD+@vCN2t&gTh_a3I35Ul>0
zc3r#JRajC|l9`p&2CHh2sa05#+iu?JzCMY@k<c=xm1lLUWVvE~Ei^Q=>28iL_SMHv
zpGcR}_7vZ*kN~!*tgO6w=D6cZpO3XjOs91X?IRx_fSyv$^g_Pg{J-lxe^(kDig%V4
zyRB;#IiJVIc=Y%&pTm@{{p9cS@xlR`#N*R?77;N&7^X7!+brF>n%ZP$EGf=eb0Umd
zl_IlaQY-DJ`{C&N#}$30V|Ju#R{6SK-JTa#2gBSi)D78CkW^WpIuWoZM<+lwVOHYD
z-Nn2o{JQw4XhF;24+T>@*0?^3P8X6#)Ky{KwR7%L78Ml@j*QHQ#cd4c4J<4y%oOwh
zYW>}u{$j+(Q!v37>oO(0g(Ggj7nO(d>WIZ$A+{RY)(VbnV~1r)JqojZ=h^gvDG?MJ
zeb?FDA~AvG<>lMEzD?&1kj6R<Qv;3xb{!sx^N>hPOk@vN2*mE!Hi@ZX3KA>V|GTF7
zB04&MYi*qPRkXuqbFocbOY6(u&7Qy5j5Wk(5a0Y@=iV>hzA<085SQ}dvtJFJ%hLlq
zd7eQRwj%eQa<!_QUVf_-4XD}c&s%)6<I_Fe`>p?(_Y}uaa%u#}#Wh~HEUG%+rdxr>
zsf>QL%_28?xyK_88)dKO{qdh?U6#!C9Q$?;+6bdulfO4;xJtCU%M(2%aW$trUjE$}
zx!{T=G#P1#QH+xiZ)%z2P);Jpp{_D0GZ%3A+l3QaZ+wYD=9$9Kwvc91el`l$#^FNx
zeduQb_kLIY&M{MEr_igL(vlQgGx4dAw6x?!;nR~`%=5=F!m7n6%UM}vEWd6UyPAB>
zeSfz$7EZ9o^&A>=cemcsR9D^Ca87HXljgrNwtJ=*uaQL859f4>@e2y7-?*WKLPhH1
zl@#mj*V(E2N`;@!edX4VyXS!c3KxG~C#vGaggF=0fwmhCwCDz^C9{BIsPWIAQ@vDX
zLz~^`-FsmsP*}^_6OS{vMdbpmXPcf&z@taIy4~0BxzBi=n)ziIlxfi=Vo|(myp8YN
zIVY3??R*;+-olw3N=izFb6+{HX=;)mJGQrUGPkDzkL??_etANW#Mg6;Vim+1;$ZH-
zsG&hcv=5+Vy5@CSI=Tj&YJWvmCQ;F7^zqQxSh}hF5xQ+t#p@Py9vjx5EV{lXM(C0B
z=Da$_qq}e6eoNj!py-#{+S%d{wT}VS+1|W+_rztoC?ZH=?aAVJo4T&9;@!J<UnQMC
zt;=)l#*G_xc6LpztwWT2DXo5L$qRm$tgOz+CS=Av2@tr|YIrC4+I!WsXI&P80@3wm
zlFqyG-@Y|&YKw0hZysMfesE7*dXr|Fj(3&8Ev!8O5k=k8b@M~<L54Xx08~ue+yQUi
zym4<#OGz<YTNtaXs`>|GZ4=ex&COGDzo`SC1Ox=6-Y9tf^5scX>pK<}tel(&a5e0H
zfVj0r@xaADeq6&o(A2fwjr#P;LDITe=Ga-o>Zk6uT7{08%RRAsKFP?)T#Q?{_`9`P
zI9pBAZ7X&l)X$Fu)z3O#*XZ``MVc1lY^UX~etv#=Gvx>N>e{~Pw>MvZ9T^$ven3gZ
z{q;zZmqf&%(@4ySTX$M+_g58<HTA8n<&tbrreYj=mt`ro18B(y6_k_?;VS6=uGCz}
z`}019otHN*m{K~BDl0IMR76yC?9U&m*H=;On#LDVFW0($Q*-l0eY^h7kpO^H{=5CF
zq#PUs)6&vV&0Ls<#nQWOo_VS>!^g*m6MA!gxE{|j+h#~%TYrE5Wkp4!^`%Mk?n0-l
z%eMeQLPA2`T|143!58%u+ta|%@aV2vo>v5!nJdj=s;jCP_U%CH{{CI9e_-Iw-Mfqe
z0zYYtJ<xLaY=;&7{QZdz4ElGRsAKtkk7*t+{QhQqu1(kWkYKmtfM*X23rnWQUw0gJ
zfOoo#8R4IsW1NAT*Y`g>GkP|+V{&s9)NW|D=G5}mM$@Ikvk9j*pAbER*j~ih_`6>6
zmxjKaoEjKlt@-!wuZBV5)p1)3Y&?0rJ4orogkEdd;n05iBmnS!=gytiMMboUYGXwq
zCbw_jI&*v<3CW8ii~?%U6cRP_0;{oPW*0u?=Blfz5;Xx`L0VRpjG9_rTDmfW{Jmzn
zo)WquN(IqTx(7HlQhRZt3~B;tbzLTNx(8xurZXq~q%K`r-)-iI^&kil>YX1Y=Mk9@
zfJ>4C2MCyrqKqfjY2i?k&q+b@y``nLzJBOahsD5D!SpbW*B>?ueUHtYws><(%cPGV
ze_R(fX?Q72K}AI;SZ=j6(VnNv^Wwz|tzy^JS0g}q-WwYm?lpm=AF0j0e*OCH{rkDk
zdg9oFA>rXw+_|0Qhdov<={XHi;t{c)qVo4PiFJBR9BvtZs!VVI<HlIp(K|8E$|@BT
znvdXSZEUc3->9!vZC#U1(;%m%RkE}DxExt;oRE`4fIbBUg;8KRHv3DN7lCQ&@3-CX
zspy;0vDgNpG6=|1W0AYuVQHJMyKU!P#na&msT$+2+VaNUMmuiI)`Zj=;e-+p`(~yV
zm;<DVBPUOO>#OhqiDhGCe3+Lfls@$Q#S8GW18A0XSLY`Cd`>OBJ=ux6g7t6?i||;j
z)6X((X8cgH<?O!J66frtCb2$oF4kkqDJv^W3v>slPng(qQQ|HF_4W1Uop~XE8CED}
z1fa+QQ*vJ}=$Y-Bc8^ezST(BTsSTOI_Xp*ewK<PVLdLMEp>?pDtvVKl3%PfXThw7{
zFy5bMuH)s#17?dPA+)TLt;O_CkH4GDEG)B29hQfGEu6AM+Xh}VH8+2gn7BJfXOc2I
z-*$vFxiq~p7vum3tZ@5L`+^vpr1W2l3kyep@6f1TU!{+z+sj3ThpB{ZCoC)s_~IBu
zRJN%p3(K#irg@W}I^LzHkKjSbvW8jLvP5LuZ9Q$7l`F@dos|V1)8AX>WoK_chcj}E
zFA7`l<^7-98-0g8Mg^w`DMU%IOB&o1(7C^8xqIIJOypU^J=Z^(_ksQ0UY#3y5`Wp*
zStLT&#&>x&y>N~sNNjFjZkIjH{rmUv$cbm&AUZ9!jfz{R@(OQJrPpDJFFOy5m7<g8
z1B<LIrhACLUp9QV0Uk0y0NyRGh`KxX?hVb=@g`+vhJ5*Qxp=u~dNxIW^DFQC>@l_M
z@9L2^3hb@B?zc7n`t@bneOZ*}^Ju*FojzO%048hLey~H-EpVXY0gx07KsE<#y1mXG
zjSjbmobca&GOn&-D0Bri3D-^+HNUE;nzYY0X{5t(0!x~wOMmySbjT)#zxmfC^kY2q
z)Ko5W0h+y}CvX1wk!+fyg9d#5{CO=dDsX0inF&EnmF^oZF6;ZR+}i!{>sJLeb@g@>
zrFUN~otAjb%*@ugMIM(!1_Rmi5p?S{P1WE8=X>+^ZD7Z)^-{Ll%PTQB9PS{H*#=c4
z4Px_(IPUo?{r)xK7jaW&W}K+318C;A@jE^iU0ZlOH5+t@V{B|}*WSHBDNZV~D77Ts
zJJK}#_0pGhs=-~cs=&V)9g`IbvJwB3ozDdYMKwSSDJchHlm$~)oj#2FUYz{%XUD~)
z7AKkS2ANlNbQCNtr!%Ta`L8_Zx>Xy>!sPCL{W^_`_~MU@N0W8DCCoxXdHRn=rKN4I
z#7gCLSpdJ6SOJb?VxgC&doB!8W|iQK$A9|t{P%AibZ)3S-=fa>JbCiOIwZsOz3s<V
zR=@b%KYp!uLECFM&s@qJ#TvbP_wHg!YkbQXc4YaaJvlY?{snF8*iHV?6hEN$t0}Gc
zEc7hwjKw`(VC8mp{7{}u`A^`sp+2G2*x1;Bh`q|l2u7>4KD8Ph9DETQxAfg-7RQIO
zk1GnD=GocVw^j4>x174%Z||33JE9CYEdto;G!(8W^mk*vCZMXNqvOhr8!>`%oB{&R
zaqy4O(sJ+rEhKy7kvruz+zz$_ppB=yl;H8czCLh5kSoAB><X+((UeX>SNF7QZimu;
z|54f(&_*dfhAMIXeE7_a)wHl|LbFS3%NQQvFHvJPH8QkFKrP#uUP*A-2OX1if<0ad
zz?a*vJMP)NJD@;j`f_mPy->qUt-O&~7ss*02m&+ZjejVpmhpDa?Fazo$jX9nM#ad)
zB(I{vCLmy6J|QFTTGuSa=En$RThJBQZjN*RS|dgEbofpx&Kg+@IwgC1`;xeUfdSv3
zpbKMS%673DDJ+0(XmtQwrg!czu&`9oTx2}!gij}%ABxb=a^G~uBH{5J|Kwu8MMy6A
z-1qNKqx%AzLeFy1-S^><rO?m&cXB(xa2A%9oWpX0OzKz7++%rqb8>P{ir75?3dM!i
zBvP`S<zu#ve&qP)ThYSzD;uCD!*8Q4PTX&Q*G%un$j!}t?b@}bU%xJ6k#R6tMMQKy
zM=9FulDwFvk)V;Xu5D|R-)UCA`_H*oSJ^Mi%QJ9sJ;kvDCS&2WAY<_DU^X28nMR=H
z(NR-$y>q2G11g;sg2ZJ=xE@bwRY0RM`<WUt*QBf(*c~@-r-fURNz-t-V!3-qkzV7+
zJ1y^$llz)pUji;7J9?CXyO32VG*5{P(of!Uw~G_X`%a5A;TUB|XhJrF`+#x2eN%*1
zyW_67!qZb?W%P7r4eHx|8}{v%8l)iEot&Hu_<9wk$HheyPb`#D@IeS3?$xVTOVPF!
z9334mrkyY7no4^{M?q1E&o8XH$HE*qG+HE_)Z&Y?f+HKQ;H{HJ`o-W2=<&&u6FL2%
zVPWesh6;)&@i0rD#D6)!Ti6@$un>D?hs~u7owSp}Hje-;5AN9s;gRL^X$7+Lz6=Rh
z+4qr>Ru9?S%FzMeURr8UXQ#k6Z2A7ZKO!F`I~08jR~a52Zs*_-78%K&n5f7vy<e3=
zW)}7N$oARH8oF_Z4Uhw>?U@Ay*RQct^k3MT4RS9j84SH5eKGajyHN)*VPWk;)c0!h
zVt}50nPWGYf%$yVH>k76U+ydD;-M3<yX-n$v|I@iqyVYv&=)aQGW&uXu7H5j1zmKb
z$p@prm@+dmu1-u&E_R%cQBE?=)T&%svd?_??lM>rV{e3yM#|BY_wS`~aVf2*si>&@
zAOwhwji;xjQMRRBXM619<9{MR_N9c|=R7<EatRZl)_!QKGT{m=Z<CVz(XsrXSMWfU
zRZmS%pLVdgem&Zu@WTflYw!dwiH+HIl1dYUyvxr!R8eeV9sBox$RB>;zBu)YSKR|(
zcW`LPsh~qj-|cf{r8I=4Jn*Ln#a~JO`|m%mrS!SoqV^NLp;vfreSOA3K|yhZlJY!j
zn=l<ugg+JrI0fW{>&9oh(sdSwvnOzxbkeADbn0JU@);e=oXZ_Cj0_e2<Z@HywmnZt
zaXP&NipJfX7vO-XIviYF%)-L$9gh}FvGcXj3{o`Hhk+^?PoMS!m?3xPJ$?GL5IFnl
zYNJO3jb&jOl$_Nu6_2k_U5>p~i3_YX!uS4pbcehpN##^;+J2)KRgO~5#{vx|e-kGq
zlA!0ndp4!h0I>BQf7kV=8$n;R(ljhSkG*y8e;yIxqmwq(*4K6n+wauY%-*SzzwYjf
zDf-sqX}N2y|MlA!VC%om%R7#{LIGx8PN<AzjHoLT4p!&;?^{&gU&bPw9TWz%QuKgV
zDJlL03yYttBv(Nl{{rgSFK(X|xJV;lPLDd;^LK0cqJB?q+V$MIwvw%IpfzeJDYZs(
z&ri`DRN3{u@**?aoa&b$8#>TqLim8txOc-H3e>Y_&mbaiBg8UoY(wZBC!Cy|y5|Kf
zyTA2U`Mc?G7Zer6OuLSVimgv%6SxnWMVDncs~;me4Twz?pf}WsY7qEDvGcy_B&ZZW
zlGQWY%_%4;7dgu}0K)k!yT$&Iuz4YU=dnccz~xp={Y*$h?lnYTM==^m`}qCWFQHcl
zqbi$%D<_Zh6wXK)*T1L&FcRu@xDvr5lc?t8&Be<b6wawh=t`EMe5DYqU4N6Ofg$fc
zKm{SwWqIm0^hybubt9nb;;l6^5)zWjN=mouUz`Ulz8ueLtq`x443V1^wXwh7Ktx1j
z8~EP{Tr&D|=fZ$oADN{WJ;$a9fj%&qXBegUc6;lZp@G4f=z6R#q#vkbKib+(IXvB5
zUnbzu^Z<~egi}n|_S#t5M}%ib=<;|*MLpJO8g(11^PtfKJ{L9^2y_@II(6~&)eNIr
zG8_tUm_L8+#`$*moO1sX<i5Z}z;DYiS&v>j5e{zd#KOXtaEsuia1L!;zC3ep^DERy
zFk;_;0ARCoc&5Z^ZUf(_FZ0?9J@!(G?CS~^28IVv@diGnqN0vDs035R^e}2$c=e9i
z+AnuG9A4@A)0)y==ycA9lr}y$Hv&G%HaA)yL993SK=a)kF5Nt<Yqq$!o~@-^LOHn!
z@mg%|3zPd%0ac3R^mG%*jZp71%-adInPGqQqsp^{92gdM$=3E9{3LLw#GdIS#V82l
zi`H?L{3q_1n@>2T0=PnUpMEY2j|+M^TsX-Z=s~C;(}w($)~qz4L-r>LSp+M8o}R%O
z+mra*!qwquuIrz^6(kn|2<o}c%0OxT%qs`5H1sDW-5ABoygkbs%pmYj&OyrT_HSF8
z>thoWM!!GaL8nsSl-%!2{;KtE6yI$UEE!=Xp{Hz4MLd5FA=kBYgh#J1^6-U?jGj#R
znBNL+E*&{_O6AtAzPw3CalMerNuj~v;Vg(lv2IK4?lloy+7ETohVw^a2LSdL>GU&h
zZihrfKy{iQ{WPb6y9oUhDkC<yceClqS*=T0FWZ%wTPST%qzzCYLlarg8h~`3iBjyQ
zyC*L%Uo-iktFu$l%q&Gv=u%2+XmD`Tv};hS+BJct2b4_tkJXX~x7Mdk+OuwV+IQUB
zSV+1sghpHlI86NNo+lI~!p!OD+1gXu=&@x>khiJAd1d#xu(*snEv#E8cR-~Zi9IVi
zY0m*Xw`<TX+&lH8#_l52YPE9V(7c#n?8M02Zs(MqvjMUd@iP9uvTh%Mi8V*3nbHc8
z{YhbA;nC?_N(zd9%x`ThDf?E%o|4obSjt}o4!lqXSgt(3ocP$)b4BUGIbbn%ziuDc
zoCcZO+%&S1v@+=Tb^A!Yj%*TSRf+pJIA{d%8uHPz=g;}v))pk!7w$VakkipAL&SPW
z59U{RG(UE?hL+ZGNy)oBCGNfTZd^@w&v#q&Ub@{^?!B>G@^=V4Y7pKMihfj5ocjyt
zolcE+Oif2e-YP<ANB!u1e%+!ErZ&`v2PlkD5KVh+^49`R9Xlp>{d$MzI4RXdV1{$A
zMNQX9B*iqASawK3m4IKey<}sEH=h8OowTF&1;T(d&{x1v@a;^L0uuY<*`572oat(|
zCWP%L+P*UBS>)1;*2T;{>CSW{*>|cS!e*jzYt2PFO#?j#g-CqtVamIA`=ExRWi>6w
zPC|hN7=sF=;>@i|0eY04YbLP3BHH%j$HDc-+<uItK08s!rCuMmQ5^>9o8FL<g5o9@
zc#=UvVk_?fJ$X!@E9(w#qx^uKTM(^nt0*;RVBlrDZ?2s!(F5N@O{}uWz4G%nJ<#X(
z|5<A>F);)bl{qj&wIr@%E+)Axw&tb=wP!_NFI<Gd)a-^if%!+pRgXI+m#B_NXo!i5
zimuaoNjOA~IKO`V8oD9ClSm8?y-Olp-GZs+XZn3m`<=OezJAK!*Y8<57#w^g{Wc95
znUt&RMsQdJ<VO%Ms4O3KCL<l3+r}5+i>Pa8K<cNLkkI>GK)Nk7Z})MPz5(n#fB2i0
zis>wVjJQkm$jE2UDBdbY*(h8$gR_~VQ^fcajyWhTtb9}xTnQ*G;YVjjiV2G6>jvub
z$R%Hk{m8kRNo54~4~>*Se84V7eALcG-JJIL&-fC}6-dLS+h(Ddz<6K?fHCc_kjTi-
z|HDNwy^WlT>ajv%xpB6trluU|5+sC6&Psey2V<0dx-4o8GGD1BL+d)xvV1A2B?N`<
z&K*eRVc5{}y&F%NEw)Qh$j~{DG7zm+Vsk;AF#O)OWw)CHWbMsvcm1kkR#a4^w|#!!
zi+bbv$Jdc42#JdF)k{Cs#uBhga>j2m6U>evrs>U0jt}V_y&IUEw~iF{5r!|AXM215
zW~YywhenPLH%>EbwI(DPRCcL6N@B{Bdi@G@9ZCoBxVK`?pE!iee-<8YjSBSr`*-EB
zsy8LnB|W|JPwR&IkCm+KCX8ix+PA^u4V{ZXoM2Kb!9>K#KVh5u&9Q9KzUAjnSwll6
zwEX`Od;}PvsRW0IpP%wJ&vQ%_DAJogbm@Z54A^Kg5KDG8IV58EnlNkL>~{8fII>FW
zlh9-BQ(^tR@nx-1xe*`awEN$cC+R}w@=ScZuxd#yx3b&OXkjY9R!go{92BQi5^Mev
z6%`fsXI>ySr2F;-!`zNlh%lE`RgXeuXFGe=`r8NW6gV%qzq9v#^Q)<;Rktd*aajqS
z?7q5CT`jvyvecBH@BW`_@d*hkwKR3j4@b(FHdw=IuLskgK1~9{P*L%l{EdW~f<Wb@
zgo1*O>xc9yWKhqZ1O`e>%`38!<DQL-jp+n$_nN{4Qckk1^yd#6;*6++%1}0DM@B)x
zZ>;*B#QPxx5p-t`9v%qbR}^w)cP4cUihKSt7vL#gF*tGJ#0tclz4v1JIH7bv2ziS|
z8mfy}F34080D~&z{EH`#l*!o>0Ys_I$jFfA9c4nw;V3jjBO_*@(IiAfAmczkTVI}L
z<L9SHXnukQqtWUg8F?Hf2H*sV0<;yYg04-*Q{f7Ux!>I`UD}D31OW|nw@4#Sk@XT!
z#DGmc<S#ZZu7incz7QfmeFDH1H;Nb}&I9sFO)V{6?dEjqf{E}h#KmL4Bk={`^n91a
z(~!z~6@Vc^fFcxPSYLr<H;-qVofj0$Hf!U-gVxTo>U)!|0Zk<#p@P#CTT@zE`X>Jg
zB9sxV@t159Ng4)b=0{+Ma97*b#9dbqN_Y&<8xs57oV7>(-jD`xKyl&S%v1Qb^zi%U
z-s{7|#+I*Inh6&IN+10`qNM%)?N>J>1t0yy2?bZzLKQCVpq#P8f{FC|0GSDHDKEbt
z5fruj)U(oGZRdC5+_^%ktTGpvZ<ae15Jido16D^c@y^ap^5<JoPjGX{ktBckKnU2&
z{<tBwZ>N8Skytedk0?GVQbE7Wc{0%759|WNuVlD=^#JH-mBFlRYG8QPG{=W-)LDD`
zrAHJ(9F0mlQd++PU_Ple>WAljDu;8(5oeq9q|imIjQ=rSI`xR83rA%_U`c~F0}z01
z^4<PQ@l<x;O+kL39QY3^93nr+96gnKU22hw)KUP>OQKr9or{kz%nmkbb5X$s5Q(u+
zT<Y5;2}^qq0M30?W$6br)0g`N9us@;^C%<W?h2ZNuvPCim!*kY(7+{%sPT99Q=Pso
zV@6eelxzV4(fjZxr#U&1LxAKI_Uu{Zi}Pm85r*52?%IycqLz%5luL>S(Ll&MYVMY)
z!l1iyr7rTR8y7AU*Zv(>r<^pOf4wIxAu=>n3TY^u&+l}d$LW1Lj^DxwhApE4q!{P6
zgn}HKcqM{}&cu=EqO+~8u0HbihHMtUzocZC;|3_W9Bh;P{Ct!f#ZhPfu%l3qbkbxK
z)%tAmGuq9;#$D=kIVectxO<5ZP(y8*^R<!jOlfioX=~MxT<dolDdNd9Xg)+e*7MlB
zk0TBBO&97`r$dk1X7}DkgHprY5fKr#6^8@~sSkN8*ryi|nix7>Qm*dh>&A962}|}N
zub+fSM&(&2I0PvrG_PFi#i{;P<RXX?1%E(Et1TE<$B0i=Pfr;Q%GcL7RX5+}n{FOi
zafLeBmDg8$?F$GQXko!I>}|Nh(7R)-P<6CiTzo%I$g$VtX(S|Mh77m$yn!!(R)U3x
z-SjWQBRu6WK}7bjkBHcwA&~9F?;L;lbO~+a`7q2LJSf*tRV{=6RYN$z1nC6BSOKk7
zFgNFdLopm#+@QW)zSH$7yI-eG9XIjM?{$1~ns*ahQRpQovEAqq*c1#rJPn#H%bXD8
zU%WU0z>1v-`;LlBi$33km7Q?H;wMZa5|fTBn93+qlY5DrEtAWp?LS{4e+;$zNxWm{
z#jwea+<C$ZKx*TdC;B&Z5RVMQ8q%AuGPc9weSjYr>->j9S`}Kqcah8T+z)jX`TpUZ
z%=$q=PW`@Yj^N2F2nqy7=lwaF2Vahmt4wdN3^4dHR#jDjSY|rT_V4E~k7xhh)I@Ms
z@Ff;DHXqmxp;1vB`#YE~9@zyAw5+TQLhyi{2sEAQyE&xe*%Eq4OQOO#CUER^IYh|0
z1Jwln+>v3~BSF})?Iv;J?=rT#A|?Y@lWNqZ5j|52)EEsXE_k}d@lsZ&E5X3a32O`#
z^zxM}qJ8;HnZ06@m$0`Gqlyl;C_pWTT#XjNz{%;4M{wuDz0iJZZRcGda&wQt-JX1L
zCZux|EWfw6cR*IH8>SDAxYKpHd|e**`RE?PD>;1Hyh$@^X!N;|P5w(*-`|Y01^sLo
zi{u6lVIeEmr%M_S33isk#;HLx^YOyVzI`w2h71td!>NF1?sqg?j)WO#4-X8LS^<$i
zToAd$ij0A&V>}ln$!=1g3QijYLnID~QJV!)<^fQpmu@1mHHhp_Z@pj-!J(kgSk2c9
zA~}|~_9w+>Lwi{|ny?IzbOgSOEQ+lSv~!r<PWavg&rL5{`khf=by%hs#T@4uC+9h@
zzQk)?2Y6*5-4JQOcWz-x)s!1K{AzBDaU`^&-zc)q`*liV-RwkSa<eaj0^qJir}DfC
zrat?_B%$y`gGCo|9F8){Tl#Ibm$uH7AEH4?fg_L!a4A?C+W$kfWU*T}lzj)7R=s59
z0TiH|(UojYTIP?&`^)lI`!4muwm^siHW7$;=zb=&pa38!f+X#dyb0=wAEZ#u+Q+SX
zl8o#jDz3SJp+Gcz=m)XCgOBVgyZ*M$TmXBjNa|3}o*<wVC(-o7)euWi84ODdiL!>W
z&Wh9>vQH=&cg)OaTH4NOM;)(Av{nFmBf=uk7q~C{U2T**|MMo*%PtEOm>Afq=NzUw
z_h$+Y+2jkMCnCClf~vr<Nmf&3n3LRk7svt4wEMfJm)lR;8ZBYNva9KRM};JhWN2}{
zbeYQE7#1vHfJFcCBR`I=)7n_lYORWUzgq)bU!@y2Xg$_DdbX_)!WY6rjYuruZ|BH~
z3<s`7MPj9Q=Qbb^`72iv3JXsHTT-4m&KjB*a3rav_OScRP6WADVNFejoeiSOixG7&
z5QyH7fE*eLxzw-Uzkd@Pki^?SEqq(p@#}!wI%%KczR=Rz!SeNGWq*RwwovEFFDcp0
zvxiN5Ir_6-$!fi&BMy8Xtn9-3Lh1R#C+Hk|w@>E-bfNUScqsqBa=3i`6P{%^>3Mhp
zk+?l~|Id&8szG*z^pwhU46wnOAYkd$eT{(AlXbg}>fytOLX#g`s@)FBAYN;2eHJbg
z_(xc5tOP@)&=JLt<+Z(k8S`ObKv?~s*chca+%|U|Mg;29p>d)L!;sC9cJoc5|J-_)
zwkc8U>SgaRHV)pR1v1OxRaUr}3q&&#0B{aKzzljFlBRKO@e3?+*UeyS2kQotC7@@$
zzRF%GN%OxX7U^}X4R4_TPdn$HWby7aLgNO9MUWOKK-u?gMKS%%70><Epsckxh~MC*
zTEaqe6ZuqcY>3T5<f|Y7p#TZQOIvz?(xQR~=SHv04b`#S3Y(#hl`z8xp-;o^Qa=9j
zD0`rC6DbLaR6;Y1Vk?mtiK4)y_B)!IZJztC_?Crm<=z5Xs)8n62_?ftBTZ+hC6ktP
zFP!u9A~6jGHN)dN&x+$A28z2ZUH<u-LlzDkQV`v&ZwUF~kd3K@#alG4Zc9H}vm70$
z{%bM3evCkH(2AgFApyuLESw(~ZFYuJIr&<k|8&{Sa5*vCTrI9{{_Xle{9nF&dG+Sa
zqgSt9ogF_QtR2ji%K-DS!l7jS1`u?=s+=sHf5)UT6lnJFuiI5a5;$6i%*1~F{&cT{
z*=&-c!XVQzrAsA7Bpfmsc0c?luh^chE`rH`FAWY3g0!)7b5FMUb{O$BBS#9qL;bBH
zLf+t_0;N(kK^mR23U{}61I)Hh%sc(D69LhOi(UgrYBxdTaV`zQXNQ#d2pzRLX}~Z3
z3rrq(iQnQbcr=A~J08h{5dX=%T?+69%TCY9X{Kv#er3f6^b_JC3Ia3A0(!d<U%R!J
z7&;4RhHOeJNQAV40twn#YwK>;jz<X5QhAkm!hvF8*<H{DG*R=)@cp&Z(1VZcdH`xS
zVefLW_y8N3z+t4T64iuRcZ`e)It+dZ@$}ztl(o4+`Tz&P3kfhEVk64t`Nn^NMmRP)
zdK2a}+ey)@JPN85gvgkh`V?gq;T2|8QRo?n4r3n!ElH~a=P~&)qI+D7>u4Cz3#&Ei
zraEibK4bd^u`hi7g^2inydT@^G5_O{MVCrI(*Y}?HSH}pt{}?o=B#33u1(fr8ZX)6
zzYj1jMnv1Nm+$ErE(2ao_x~PY`!p!1##}&MUHy`cO;%%dj3OLJB1fK&^1fPgVM|i#
zp=HNCLUaH8S%hdJZ)R?J9C!(=I^A7F#B2~KuB}ng-)9G+uaVNaK4YgLv1T%A76CPV
zeSc)T`5ri*M@l(eWA#j9NA5sqyp*P~ye`bnKAM-NS-m5O<^DvyZt^wK_VXJ51b{ie
zsG1nzUy(Jo_vr#mct605?Kta_dTjS4N`b?%YBw+{;9vC+@V322ku@v?>HJ%_AS^M|
z+&K91E3SSADl}aG{TJ5T8w=fDxXK_J4D?I58Cv0cH(0D7giQR(-03Y<2EkmVHcK0P
z1ceGy0DW!%-s#@=KlY9;t|5P7^1x}X6X|f_Qnh6*S1(`VD_5?RfViE+#?VWzxp@W|
zC0FP91s2pw<d9dz<mwEo76Hpejf4K1>b3H&uV~&e!cjYvQWBz*#tNhb7H22Y#j#2&
zeiUM#Cq!!6aD^&(BY#?~f%bltcw9Jej0Zu_gX^n?+*UZ;xKuCXM^N|KifGg*WKuO!
zG)u)EA_z{nWpLamDP@d}S<!qA?RPHz&=u2GOYN9^o03u|+Q=jqh-8{K(bi)|{uW#L
zI7uYbJkAw885mZ4?0<O#q~&zde!6tdizT(Rr|Z41sTaBiKQpD3*oInMhN05pYPaTl
z$5^3mOa?q$qP%tM7NCvo;FqKDwOKbE?hE0WpWH(HbPhS0Y=>#RI4Vv=-3W9Gz=Y7h
ztXPBAeqH#^L{I@>Mxt?mMg@=r@uecc9+=iRQiylxF|>>?4rJ*R;c|7%VmGN^Ry#Q4
zYQCyN{uYTao(OVsa<67nW)Tr*>GD*yWN^RDr8coL2DbNFmWZez?0oK=t*1kI3oY!L
zI!<Grhy(sre4~+<lCSoUQ72txZ!+a)+LAbV<F(Pp^5HVW+faUt_@Y#%IY5RfjvZ46
z(=jlJ$0-<nT4FgR^eR67ArS^e{cleabW|CC0W%=Ze8;+4FHBoPyhoV8`@pe41;-jr
zG%wIcpihXYaCs0)1!Dqq2)x2TbDAziDZOo(ybw4V-+_uU(Onb`F%jP-n_#U)rG_j&
z>`0X9SN~Viz{Tv0#<gp&5CmEOj_n1<BkcKe(5|JagjyrMX$hnM1r55JR@c^?ubpn)
zW+{t}-rg>(l~yF-n4}yiOD-)he->Yts6O!)uRJ8Y1ma^cM?yp{i8R^tw2bN?0ysoM
z3l!T6%5etNWCR9Ogr-jYU6FGKSV1^9QrMQYQGEI20V=Lhhlb2`OQzX9O0uj|xlT_Z
zbLhIS4(Y;E(siA!lAzI~kRe*IMhc;2Nzk+%+hLO1(Vk;=452#czKZYv3>areK^DS;
z!1e|YfGVM#Wwd{f*Dc*C)m4%xMOm~9WEd1<L|UU$eu7<~ZWc{L#}^xOL4Fkj0T>_X
z9vAuc?c0LRL%ET3Nqzoz?0(P~-}KDltRR%+S?q2M{)8leC7FY<@$j}bogQ~X-WDy-
zz$5yF=WD8@1btFP2?2(m-|h=lG~$=T-=a1K*)H_C^sIM#_7JIO!fq=>9fa61ixiSI
zP_LSnmZPrV5E1t!B94y_(IB_YpmJf8AMFSSoMmU~^#EDaQa%V8iqQi1%71XvUU^eq
zTQh^1rg=ga2FZ!*9z1a10DPQN{K2Kipmm^sK8AqvycFT2Ot3VZh{$s$4R2P|P>_&)
zcn2ZGTp;L|4)uZRD}94yslVV%qBHK_KgLV{fG4y7HW)GQv*YKH(~kniaz0nu+h>Fn
z7K%ORxgo-6riYNo^JsQI+=z9@y<F?{$z1dm>?%l7vtK#WXTVminyjgKbicqYbJ|)R
zc~I=_01__PX|>Y<fu>iDvs|obmDP5ARHKcRR{;zX*f}`|ir1%z)cZnmM(d9sSHXUf
z3#^`aEI@Xk!H6#t^F{bKh|)$iX@K(*QR4sp^M<!8CiW775}~dfG1pH}!<5@)dIpB=
zIPeI_wYIjxyFN-qC5xvBnP7ltq(OfrOVm+DW;bh?FZksSxBg=^G<C3T|LJ*@f(2a-
zQ(Xo5>r+S(0rQ%*eHcnfFBX}~feS~FY8<U3S7%RViymM!trB-}%^UZz7gJ~2^Jr;l
zCpvP2R_8|!YaLyG0s6*fWdve`P=3%@VKo_|)TmteLPN%!2vXBIjRofwQ8%cYo0~E0
zW0>9kE-fwb<Hu(pFu~8B4c=#pRamk4+iJwO{RlbvfcWrHp|ILPC0^kdAf&oHnk6HS
z)ficjn96ykzyjO`kWEfTW~0D6!EC+$*d)%43g6z6;o(zJhB2+$uU}8hFwk;7X0*aZ
zATWvGT0Dc`?UR<M!s<{tkfnu!ldPUZMnl8tEfqwTqoah}8-k(eNQ4Z6X$(xWb${X^
zZ!bTkf<Uk?&$3hWOQ?Hr=ZR4laq-P(n=bMWJJ#L@6M77hw3e`y^NSzt$`#d?ewHq*
z%Ka6s<SJ70pjd2gGLTo9g?$_XmmNR=h8UNA@k@-w$p3PELcb3};~9@FS1Mk;rzqw2
zwWQaSYJB~gO?Mq{djA#%Bu*&*i9_hZo82v_frB=y*j`T^7_nH8FMui5dnpwal~)TM
z)X+LX10WzqT)=hch-km1zkeKLwIbB!XV3m|$C04vsVQURRguQ0h4GC9eglTj5;IIL
z^m6RLjNrt*FLwl@eXg-y*#YnlX%`N9vr8%n!p6qGi-eTL8rIy>GO$^skZ6Fw#bzvK
z5Wyswz#%2Z&Ij46#J=}PQt#$o?X+zKY8_N}Fv83q5*<dcz_tf4i~N>}!n0_-dmGau
z<nLt((*q(2CP70X-XT#~bI<OlQH^@1cA^>t_R+C1Al`&#(~VFj)7LcBzixhP5|1B=
zsy8M*B{8v?kG2EIh}kGOmHorfmct=(bPO=Zq1g~I29&qF-iHSY|I;9%s?ejpfSepG
zCF&6Z-eouzTJS@Ongq5Fed_QXWw`>jb9{WV3!ho}l0N3Owzb**-CUkWEMSdGx)XDA
zNSpzGR?9Gclualz<+nk1CnQ(Jzli=Q!+gQkLu8TTveC&t4)Won!T{&oOJY>b;UH+H
z{E{cLre;=udA)Alb*STZ2?S_d7;?^-nAzQnXihKo3Skmf8f4C7$8A1E7X)XjMuLCh
z#yd1K%QxxJk9i_&5dv-M?EHopCQ|DLKU1|`k*=-yU7~{L@V_*u@;jL{UZKSKPWOd`
zQ`=|oaMsMffek?|ulSyLrKU>O0+;J^_>?gmUQAbb{Bp9|!epSDo?Zj;xR|;^SGlj2
zPgip#w!=zDTR9AJ;oTgA+z!=$E_mFu2WjHQ&#TY~QF*Zpfa2ZGL9x@7%|p2x0Z9Qt
zNtQ9Z$O6V=BV%%Lbz+)vC_liE$Z9|g@+i;v-KPc^0Xc-QZjSX6Cs12ED))pO{aV=}
zO1SqQKD<Tj1m-SEZH@O3r?t&Lnhy0p;9s1ou7jaWGme;2joa6dnZpR{4v;rrcdD(}
zs^(Hcv!j{O+Sh34NjMJvxnXO`<s8&kF>acN@fN4v2YX$YYCgf`g0D%W1Tpa%c2<ta
ziy|KbQ{#)->QkS<ZZGWj3Qc`CLYfCoN!7}fBKx%e$v+E-5V>2%-V_wLTx5H2kx%QW
zkxG?&MBRCMgR@5*mwLqNb=}S*B^WB0G<B`-8AUEpvOJ?LKG(7hIF)ZPAxI}9Wrwmv
zoDXC{cE&T-gq8ZnU&b{c{JdoGuBNJLx9cL;SrG)#AP*uUX?ZI9qJOpT`}I@YRs**_
z#M0C1H?Rl^MWRTd`?>OUOZPq_&jrvSB0RI`qU+|32^cRyIu-eczOY%@OXwV+<c1iT
zMEyDF+yEk&kd}kGehz`U{n>k2tZl?3*}xOF=k`DT{;8VDiqywYS4%L~Xti6f=f2dF
zpdffV(TKFi1qjCq4^>Vg0X>2PKY6U3{{&EX8!h#yavnh*I`hNET9V>28mV?E_Xd9Y
z`G3kA$|9P+vt^ehm@q2*N~6<iEz`;QgLc|a&ymLg-Y#nJN04a%MzhFuxn{Wg_h(v?
zq-S~ex;}>^xEDmsrAbh$P{<HjRi4feSeYnKIO>QIQh&GI;I@K{ftZCMdQ)hQ!1kGq
zfIwwFI?@MO{j%Rpuf4vCbVa5XSDx;Nv$1`?7><M}wrVFy<ho3U!utAGxt@+pPjirS
zbNDfWld?H<TKhCU0<H+eGgKCx<d1tQs3xsy)EFyHL{@EWeHJ@2|BSkEAuo1P%rO{6
zd$=*~!iN$HvQ7MS7|`&zw#icd_wFh?*f)9&VHl=rB*L4$n-kx97ei`HWG&$0A9e0s
zto!U6|D>Yt6}%{u2Y1mpyUV{;C>0-*2?6{kG8o4X4tzGN<Y2NOrfhM1msm9esnFIj
zl~wI6ngvY)3xm=4v+=zBS|l$!CWlKO>;xtzA~+?K!OxGMxHPtK&~5Q3NEFhbr5Gc(
z$=`S20L@hje5he*Y@k~5$s^$t_60?Ul-;<kl#^Pn4?6Le54O9gCturs$i@cw*oN)J
zWWOO3U<p*TetlURpg#DRp*8OybJC+cXu`zU5K({Q{>w-ImQ8QlD`rW|IH5IStaeV-
zcS395ODIE7M-aaSZKR%&eNDDWt(;^6b+BX76}XBREhGlMFwc>sYh6XT+2Ddd1=dtq
z8Q1^&NBr$o_B}<uA~DJsG$C?60HqRl_WuWZ4iti@`-%H=B^7-)p)V70A9%li@&g_t
zv4^a1)CG@Xl}8x$h&Z)5D(AY;EQeVQ((!zSL>t}f=6aRtp0HD7kjS9ChjGekGfT^3
zJs5;VQnG_>AmAB_@+@-n<m2PxZUV-Zmgy_7%KR~HP1a?x{BC#&ebo<{!6US!K8?eI
z%_xxl81`fOJxRPCK{w;(14rOQClC94T?1X+mn#_Nido1<{;3~Eh|l(#Q?4_T*0`HX
zv0fdMR96%fDzWQT(1mH{=JyPI31R9-`Q-id=~Lj{mkDR1>-#YZL$9Hsf$|;#>8c8`
zAVp-)mfIsE^qi9&TmREsHOH9Jo5SpxI%#4vr8|kRF66xcXR+C6`cN1=o<BuCwwq)A
zka$cJ;cdP%GQslj`(U%PaB%oK%@408zWY!)Gh^qxWasnv^?heL5~#hv$j}t3Ki?n6
z;gFche@G9Dy$Xl|(Ga4kGp&6KkBCsecCC`g=KY?PN@_U^v_qJQNN6@z)AIb!DZrSN
z>+|<BSk)JV4iq2Hh!fTwxzN9qbYatXW@bk6dVbI&7(A&OW*56CKvrl)?T^sWNw606
z%bvE1XNQnp4pd8wdq6u=lUfoQl8%WLk4ca#FZVt`0Hf8FfgmT0A0wYgXi9btae2Sp
z;WgDo@Fu-|TRr}j?zAC`IUOi?Bxd}vc*m_P-|;^2^<}_JN_n|d+|!7VkTODko+?__
z`*(RiuKdA4BixS}u=#Z(rk{OQ#0;!)!%ONjX3`sPPr&LWI<p}wT}79dtw;><Y66^c
zNJH*l|D(TfLS>t0>)oomIsJAb)&*Tp;zw_6YHDgC+<Ro#c5kV^v?{oPY#$R{Fx}_!
zR~+vt0PDC6q)&`M=3^L4d8M<d=_)aj5A?eVzn*Zi<(Kc&==>5x?g#2zRUoY>+#v1J
zEm^cK^WPtRq2|REc4Gs@LGC9)hZyP@^r8+t1&V6APi*mrI{XBipV}s?Muk`ijEJjr
zc~&H1fEPTJ(07LQGhUPE0=2;`VW%MZcXmfrJ#HfF67qn`KQS(nmUj2(*nNZ+;6BhO
zPuHF!lR5e?09|FA4NDAiTYzlK^y{{9Knw%`;<!v@JI0*ep-v+4y0$1Hdh~R-UzPtc
zB2*7`(xzNNbc;-2)Hbdm@~jtJz)a9WFgVe-ZK8CDlYkzf3N=EYlH1gVF;Dn~#IVrj
zi3H_6tZ8`&Y0Xb$H_jn;+Qug61vwIu^$wlclB6V`OFpE;jx3=xk%%hANKOW<UBuhr
z{2O1ieOT=Wjhz^>8y%gIfDMBNtXH=G@Zn|1ZaZiuie^3*QggMT5m~xFAL+Y8;tVW^
zEC$}dfqO~+6>x1PaB9J|Z1=HkJ@(Fc*5h&;dbIxS=EFF{8yM)Lo3jO;IcNNh9vUqo
z)P4wt9(>Zhkd#3yo{mG8=`?Q)&vwVBFZB?cKYxCK04A8MoOm|@U@=Rg1i}IhY@zI6
z&E7DL&MoYVu$Y+o_y481^69}$0%eleuSo}`Gz(%AhV(Y|KKyaqVIuJFjSd(XM}|N?
zyJXlVzmQw%1P#sD<Rl9-^R6O2m21~1U=u^NUlTjp)iS1&rg8Ys&-(>kgzM-1lgSYW
z7f~>1GH6hjNMDL*CyijRgdjF_E)!>8@$Re2?m_$ouh>X<^~w`Qon_Jp6ucN>3LIMy
zu9_2G@`CQj^m`t>Oa|^2xIC=UksS7&4CZve318~#Z}$|t0ivuhU%r<Ip$Ne$DF~QQ
zpb|*y4j(u$fHyM;6Z3`Bh4X=ytiq&`&*~NK3D6*}T!^ttA~-?2=y>nmJ!1M8WOz^N
zS$!~LRIXILB9WV|;*dXKt>Gmg!BJ7QOOqXl02x7wA=d+-rGYqwmmr|yLOcTo#l1pk
zk+9vq{#iR2s$q6^i|8^sAR{9qHXZ!_m;CX|=mX2F){QUD`vd9yEO6GxWH$!~M<JZZ
zi~2N)KYsk!ZU~n>6mr8ho}vXc7zGEQ?fLro8Gsu8^TWi&-73>FA=(tY%hE~PPA+g5
ztA}SpK_XMy8HWFdNd&v1@PL2wRd|}t&YyDyCXH^Y`E_92`U?hl>yRgvn`9-I34yVV
zcw)md4s}=lioRQ!TE9SeUQJPZU|e>!-=7zN-N?u&7-_;=-t`u_gtCqJ0~7$f+9Lgx
z_v6Qbwc{tol{*3C^j@3Yxg!bbAMXc1wY{jWDeDj3f&RS>YBB#!XoPojvfxP)^Mq%X
zjR5Kq8XAU>vs`O3hL_X4#%Y5oG%XQ%qc_UV0&ke9MS{8Z(qZwzu+2EgfjDP-x#b5B
zBZh+=gXigafM%iV<qe)=B;Jg#ZZ$K>P{`m>C8wsodHwnU-Xs8tAqqL*JX1bV9lRz5
zi;kKHa8Ecpz-sl;f<!hG<r0*hJfXZ&_2i~@HlFB9c}(WB_D<De17lc|gOk$`Yo0(i
z4cbMlKJoSpFP%~H0QubYzeG$HL;4W?ME+#r(lD8nnwsjFzk`#L6BtrrbtaI?zp9+r
zJIcz&c&EfbeBanr06I*+5Ed;FR*_A(g}*>1_$i3EJcD^nfAW|Rs!oH@z(G()M6iZ&
zmJ{E-Gu3@kd39zYll#W!XT<S0X^d6X%vs)z4Nt^OJpOKZ>gpfa^;S7X!O1CKW$QWo
zao1^=o_X!IXBW>UcZSBZ^I>}4eJML`)?a_a;KxAg&!3Rtz918`BkTKO9uvm4FJHU%
ztS8-rAB$=ZKn<{pJp5z&eVa?Y)$gNAO@R@J1R~@>JXA;{P<Qrzv!OQ29jryl8kr`f
z#)z?L*qKkCKDCaH5Yn2t46_!|O<F;VHKk~QvtSXPtx;W>hDb-fh&pEy=$z`dzJw5j
z0g@Z6t|9aCxAWaVS8=>7Kem}d7lopX!bKZQ^O{YB4?1iw!i?>|@YWgpzuqmc+2-bT
zN1>CX018AT2$%=4?_gx>p&9V^>Dm-aAK8T`sr}J3L{Mmqc<lgCpBC5iiz?}-YW)3R
z+z{vx_5jl>mdxJk%Y!%~JAanBV4wq%()!@EAm)_`WFPCkHrA}dRjPQ}+J!Lg@!}HK
zeuMYv>2ee@*l%uUvipeXU=<aW(yowLHT^wa4^Y1kW;9esmjd=ellTU^Tp3;?k=20W
zf$H`2N*!M?VV0wT0}Xi5??WHvcqKTNAgrBN!lvK=K?c6(o|}(*`mI&ygskZ4+YTdf
zhC#3|zH@8?#Aq-g!v|N^MRZsL^1`1z3yz4WX~Zh41|bcGYKB9+i<zSxqkqUA&nUOX
zGB&euE}o~`rA#4%lo27%VAc^6d?vcmtxCJFu87Xu8u}WJkDWt;L{(S!X+__@FRqVY
z)L`@$`V-#m(8C*36ok~;x0k|U|9k()PCg&>TFb7E<}8e#A_h#DUVUCsy94E!EIcrX
zn}=+-TR)ox#{Z17L!j?@MI8#79Sp=YQ7JS|tG@EEVW-_{y+GhZq#qJ6F~9s@ipEiL
zawhG&70mqn&)^YcVWZ$%R<Y6uXU>fG*a+?a9UH2Jo`bgF>3j&17@FoyG>7e(u8Yp%
zP*yPA9^}j=dE_6n2m9DD<x71iOsW&1R094H!{=y;$h~4mZ*PxA<Qh4Ny`8k}NU@`(
zK&?NX72VdeW5i16SFYtLU>m$zg&+}Fbrw|`7KFu!1B~}f!F{d9ao@~3B^dgZ36U5y
z?Iz?+wYA%iH_lYzxFC80<Mz;(#dGJ*5jWsl<<@>X0+R-1_;=VsrDr%QC!s?zGci@L
z<(op;M_1j=+*mPbkGE}HR#sNN*cAdj3Xz4-=x9;%+}M&`4TfpZyoeEDXXmvysb<vd
z|DvK<&Wm>ufxy$8kJPbF;7Cr?NC60Bfar%evOKNbc>IulAGGxVjD~v-ddf;mA3^X?
zMyBdr4GAgfF!by}h+;Ek-*!|yDxtyr4^(<0t>Ttt@E4eArR~DssvwUIf=Lf}QIpcD
zsMlP~yCjaIi1+J2aywzI`ZJS)P!E765gY#JHLj3tVo;ITH&{&PG$H+-JU3NNwe&W~
z^e6F?E@^5;sEi1nMDg|Y_dlSuv*~|XRAg2X=*H12`T*4gku{TujQSfj)Bg#Q8{SjW
zANFPv<p+p~=5Ma|;jMWF;#FLW?^_A}W;kU4fQ>S8?)KMbp4#;2laSQ;Pt?EbiZ^7i
z!Voxw^5(9tdW@4GFcPL4?2fUiuVz*Eet)br(Rj)0PY<aD6dM|_`$Z-RVjKj$5Pq_I
zi9PHi6f&Sj)u8i;IuhDH25*MFqE_Sf^IBl4sTT(!Q{~U_Jq#G3?}Yt|s*)O^9?W{;
zcKxsoVwh*{{o%)i&Uwpp9(@SWfwBqvwHVnK?n^+#1<h?_+cD1h01X>}n|Q7&Dkcy|
zLvyIMiD`5`+<gG{0n>#G9@o}I4OP1?h>FrcyZvyZ0CiJ>+BOektLVr(42t$Yyok)y
z(9n<s#6Up75e!z$KRU=2)zoh+5bcDN8j*;S6Mx=%SB5ogwzWpIdB2;Ct>L3x!+9Ef
z5#b-7+1p@<HuPC!C0g@X%YRXzvp;<fJYykVV+G(uK+QWbh0P={!K+cVezdk`V#cLb
zhh{I-{cIEkczybK?+k*dzYL%L*KtDf2)r3mfoSfV4``c4=*;m7hMb(%>9#<B{|dZJ
zuCr6@Pv-xX%*Bg;+|Hc)%lEo!5>X!p<ao8SjRTxhft67Aga2EyG~?a3<CYY~xhfW}
z{)2-`lAX58;*~X3w(x22GPHAl%p$_WVTMp;s7c`sEYO9~*#uZO|9~UnI1z7L0_uS6
z0#|HtwUb#Ep?L$SZonGE`@Rm2%ZmKm{3VuViZZT<G4IBjQzTe->}*n6kwJ$PIi85H
zmoF#6K5om=sb`7MEyv^)%HL|ler^lmm0p-vrCAh0Dgy7=>SohF(lEQ5Rcqhv_h*7w
zrm~;>k?##^+#p^qLcGogl|V4wY<X!(4KTf_=`V-~w8V+955+Zxc{|#^e=k3#?<xrt
z4qct}a_fCxa=h9vQo>CH(@ex(xcuRa$N3Yjm`yM;%5a$O_RME%X=wo>K~F8w7lnO}
zqZ0SVD)oA9Aa+5V;U|`J8j4!hX6EKbh!Ad!%3V0Is0EjK)J$XbznWlOy}Jxg4l+bk
zeaOD-pfnPb+kG3oD)mP8bK+%*TAZ+l$S^$&@hQP^H&YVck^-Vbu0cObd5JO)q6)zz
z30z`f@d1;hid$ee@F*Sv`k)D-@ebsTU|95tKhNhUh!^gX6tYk%BM*qeo2l^bEmTVa
z>DN$_dpI;TeEqs(t=RCv#pG+DF)>Q2sv$jTxyZ;61LmozCl|HQStZlk{>7o)4cv{&
zyU%Y;|J@2gFn8_ElA)yJ_GkeM*55H_Qb#y;?Ut8fJrI+0F2;MJTdkDZ<Yn2@PU=E1
zF}5yqcp-1m*lsFaMQ(@~#)IFE$&9cIWqV&<?v+*@glvX_l8x-<*&JpzPRpW2s{ezm
zvyRGY-NL<;bax8U5`uI}hae>iA_yqb(k0zUNr`laq5>iyrF3_Lba$iDdgt0_-22Zx
z<BW6m*vIXW?_2AA=X~b#{3awmxCjBqf*6vaqDX(WmLe!5gzxFAsYwVoizEOtsiND7
zW2m9*hK3Yzuz=EvCVlajLU^N`d%ZWMC5~AcbuCj}Rkdl=>CEin8OuaTNeM&c>Mbl(
zcz_TV+{sYyWlJ!56{3ao@YdOmE<-*LqDL563<|tapWQ#H$C{Fnq--0s(LEZ}AMHjC
z==g;AGf33<&3sP-4a46}McU&4=7dbXlyOZ+834~)7}V=<=Og`;t42Zy0w{vXUn)#J
zz>}scY&!`Cp4C#ntL^M{P%pEP88|Yk{xG(s9Zd~^W@tRXj0&yP>~=d&@RwIu6<#`E
zDuFnOqhpz-(?F;^Jg)Z&hS|e+kskyEGF%nU7L}CPr8P%CWZ(^lJM@TVP?}jjX;G4T
z2Ywvfp<c42udhdlX&%nJ>bR}?T5|zHU#u|NopYWBJP$BsBqY2>C+M-E8v_mVqK#gR
zN*Q+s#2y6s2zLY$wX=V;V%B0;RSqZqc!|-r6i5&Hb#6SyKED%<+acP_t^eg33=!Zn
z01pv<@|Rbg-Q99T!SK$&G!Y^M(nWN4=>9Xb{bVoc0;(e)WHS&HU=%!H&*UPek=!kq
zl|{CEZfTQ&L2`Nf_R-Mt6E!CNL4m|GZsLKPGju&84Su2UY$LvFK+mW^tpP0wqy@8{
zx^vLc(^IQ30gH<J@z>!04fG);n(>yt><UH`xV%X=GKU9%JRrstiZW9NbR-Ns0;Km_
z;a*3b%79b_P_cI4&x;|;2)<#k5njxCs;jGm^?Hnb*9H!huh`^5VvDW!$rJ&sgP*0K
zIzB#*s@0I^+WVO@nn<CLFNhW1Y*&rddHcUfLN?=CFnE!dmzRlWMq7O&NulZV?LU{g
zw!Xe7Q-UJvb)CnL!++Yc0oo6FoGJ$nvnRH@dV3Mg+t-~C75ZT^oRIk^OYrl7Uh?Cl
zcE|zH21js={yLV4wqQ%Iria%Z{1g3vX3>tR1YM<m>MyzW8;={kJFOh(tX*;xk?9r=
zXEk?CPu@tSL*3n*DHP^+xqQQSTX}41YO89alXP*Dd}4gO9iBV{cT;WUA+8-B6{WzN
zG%`6kxerF#Wyc`J_Gjt?4AXFo0G){+JcNiB8ileNN>#+La?}tS3E_&uLS#?}CnFP6
z6Z;YcjKtv|@PO#LH{Yi+i{|iY1Stu+t+e$?;`Hv`cE+DoU%|kChR$1z<i`{JIp?#F
z%*)ejgV>N^T3l*8!qF1QwI-B@t`wZpU7ej+r}f}zCx&b#G{j`lN&>tznddm*;e?|B
zBnWtTkr6Z)IzvK2<|uAL@e6Y)B;<s6Zmp~UT^4ii8koS5q6SXrx#u8rM$?KQ#c)H^
zE8BzD>TJ(pPzMnXx1CAiFX;js&YBuf*@0%}zhVo&ovCmdJetSbuFszXZGu~xlfwt}
z^8Y56CXb#EbT*@*b%HFmp5XKZel-N6#0mZ^3`~3f`6wuUe>OSd$!nr#uZf;-6b5ab
z>)8EReZ)}x52d8;uee?H;&rI@eLQ#J$%W)bBn8jWW_3#eIC|jZhe^YbecTdpHKNQR
z-U{e5_S9ZNiVy-E8yg!Cu1WyG9Hf>&#%w@Xd;)YP4J7};o4-xsEJ_FZKNRWEb%N#s
zzX&pkklXmrG3N2FbYwI1*V7r#?P6pAfD8nn*hbtT@B<>=glk|o5(A#B<e$msGRBQ6
zrlvV3^Kf_|DSbLRbtR?t*!Euz-#@4fFw7v%R4~V+0Lg1({*;)6oIIq-BpVEc$Y}ES
z6rf6Bj0nB$RV`+b?k$*o!$|r~t$wR}{V_eF`SzMSH|Bm1i(u5qX8j7r49I7~6{zh#
z;|oZk)18rl50_6Q?lozS-A30x**V)eACSFwbX`f~aT~)&&K8zZIWh&_i^CTPJ4(7M
z2#P(VP)tu(hkE`)2Q4S4F1FL(qG1Sk<HR0HIs}~sHlG=6@W|)Z)KEi^3N#fk2K|>J
z4AP5&vL8Onp#JGahXe2>A!R1s#!o<oK<Sg2nd$rN=YMuK=KmKPb8Pv8g2Zh9uTe?J
zh63((ZYb)|O+cSOuuPCoM)mP}9`u_Rk|3;LOqQo14W-zdhXE)|p_3tz3}RMC#y|a$
zp`j)O)CdLIJX$iabilrY00(@3e1lu&-`^|bh0gmcy}Gi3u<9H^c|W&wd)^XEQiY^c
zzh55pFcaAPSpf1c)cPHHRd-btD*pxEBC((myIL#w?)iJVI-|pVKvY4(RacAsuH0?m
z+?zM6_vgG2GNH0zaUQ6lP?A8;Ug7UT6(&721=(MaL!N$GP*{IM82}F!ym8OL>SkvL
z7^~-kH1Lg5;f0zCy_1TorY8jd4CHs<WrcbPlqYOl+!jkg5=u(S0|M-puIKPZE&}$_
z9I8X`rJY-aqW!FKW=AeJSF12JP+h@C0tC4Rqmf;=<1Y3rFmYUJH|)ct5EJgC|6C!d
zvy*%|e`XNAZvAn_ew1fAWblEv9Fy1GaNBQdGllG>xRabInikG2onYG~qfN#L7e=R%
z`y#|7G~EF1y0i22As{9of&k`0R5n}qYh>y{O)bXK!$0T+Qx6D}b;Cu7j5a_OV*yA2
z7<CZnHjE^HsD6DO4QV*|n?RaCMg(xU?cpEJfffMKhxhgM(u^06Tka2nh+_t*JQ&mp
zFwTCILK<=yw7?sA<+}?)Ei^rs=O^)9W-#kHV;Me_m_H)`bgi#Uu0~i(FmV+K<Va$)
z|L(s_?HE@O?A>-}6v^smN5qL`J%y}rNjNTd4r2S=BkiosRyWKCZvNdfCOIz8S`wx~
z{Qg5B!3R*b{Htb7d;>Td5=ddnH6L_Gp5bWzCe|hkBQK!F3UIEQ1>y7y=$=TG2}dMC
zM21QRLQKRUk2{E1X=xF`gNfu21^PvUz$gO+dn+igz??3c4`fv`c!flFK%9o|>WYHZ
zn;VpT_&XT+>!}^|cSrY2OF_aF6c&DS?o|QjEp#y;07$3)oa8fYeF+se)O6bRsCBb;
zaBdYybSoR$*|4m9)_9*&ouV-^n9Gz_)Uoz0+qjZMmS|8TLv9DZfpPC!+K_r$d&9ru
z8&PFti0KCiw+!xdV3LB$0F2z&llN<YnE+)vq?Pz=dxnfr;pGLp5Hh8KM;nBGvEyC=
zfWy&G6uW`s0kJ>?TnKv8;OJ;8A~OL|I~k|LQqB5)mNa-{$p<?p;mZca+S1<sWZP9L
zQQmuq$4eBRU@&bc(+d@8aUdv>4xiB#`0AjJ^+(dnqaqteM^2tzUi?XCRrpt<mDF_S
z6}Fx0dbnXj`GvU}JN7S&NJ+!%k2+Xp+zFX_-hJiyXX9ki%V^O}CJhBI$}(bkj*X4g
z#$1Sc3yL^&Ysq*0{=OC&?9hQa8bOWoJo$!<#t`Tggc~4Ru9%Z7+SD4zNCY=AT<`Gf
zrNLu|06W0;n^o7~t<5!@a1(TuwFJ7)aR7)_fig+u&>zldm{a)Zh?#wWfdFWJKEr|Q
z-;ev3Av%B1^tt^FHnSZ#ClDk<9s}s7Qi!+K!O={$n3>7WKroevT)CdX;Dtl^r0V-g
zxs8wH9a75F#2T$9yo`rAnAj5Qw%yj&qF`p^Z*M<>=_4R>{wIjCn9$dQy#)FMRv{tR
z(VPKL6(HP#OcsD-76))y@GgM{oO!_G1|^ez*)t57xFMem^q^<G7;8N@JO8JKIxRG!
zG|a8Uuz^hpu~4`aGZ4TS3*w}p)m?cS0sWWM@d+SD!8LnyaUo2{)><_QF+Br=?g;XZ
zhM$BO+GH0;o^DCm6qkA<j$5gC_l|C9(5NisWZqjbpr6`gcW>%;HNbmc%CxCRNc3ux
z(9%`B29!)J?6G4Q5<*&>;!CYBI0wM&bIyIMR}Xpc5FZeP!C>O!1n(t4g^9nIq?JLw
z349euAVmd42~hjtW{tX~>dpP}qNBYXw6W#cgx?}?cS4ig-5t93@Q@tl*odb3+qI*$
zbr3wZTWt!^7a+`E&}9#Xdc6mNiK^gv-~-9ExmiiCrXep6E%Bb>)zg2)!e&kZqZrt4
zeIJYEAJ68dU4M*Ud*)0W>R3)rh9gJ8!?KuZOyd0eAyyebm|-18`b3Vwjybsh5E;86
zT_mVW(&W(~PylHenh@PbkC6Ha&ciE`Ln;oCj-Vum*-t81DZqv#d6UbIdwLuOo?vJv
zj?J_fq+A%Do7+2a;|1Lr>XC-0dVoNrpb*YZpHe|c!H6jbp0ZGECOfzt0X1zsy6o|&
z^iCaW)kYTI%w*A!=u3^%Hx&e%mlQM()y2WwhJ3l(*mtO>tR9H1C%F%Q($!h{a_ndS
zL($Ad5LiFpZ}L!BhTKXmGv;#^<ck3P=6{~fb{OMn6lFTXvjM|Un9R4q%=2fJ{d}x^
zO-JpGG!QSKMF+zPALE`Xe1LLtf%7&R-K$61uC`R1^-lLo3@Sew=l=6peoG<(2z@9$
z+jdMpU84OtCa-)Z_9OSjuLMbgqGQqzlaDdw1^Ko@ZjCw~eppgUD*SR&Vc?MsA^&zM
z<KkQ$*5j|QzZXAAx#M~ZQr-J{T!Ry*Q_zRC5Q{>23k^3C82~5=7=1K9m=GHS6%<Zm
z<YR`%8?oz-SxYTCUyfOhK6u5dwbuo4FQ|FLGUUY#yjcZXnAq4t-@SXMjY(6iUxv)u
z8{P}zB|6@=g98Dgj$aYKNc1wN`30zz2tU||a8B*KnWfw8VzOO%g-be5fje8#wvqLm
zH(1=&7d5dilmg$J@?}K?{su+=jWMB-QJQ9Q9JiDU5?%1%DH#5eiue6}EwsEp|3hvd
zOa)0OZwx?RD*4d{navi0I~8)@QD+R}TIl@`HX$9QwsmlY58nbP3;?$S$ViW){NmND
z?DTRbp29CP@T0?E(3fx^COkX`%=D!cHb9JVs_`D>B+3lFJgnUp-fQdAyLbsD9#rq3
zdOilvA(GjhZkW<gv%!U2o!{x=xf;=OG1-^s+h+S^dVg3GpJC5F>v*jfzZmXWVJbVi
zb7QLebGWzyO5l1g&CqX2ZhUOk`I+de<X1he;?4b%8LeRqj7yl5Bevy^&;XI<PB=q%
zbIx-6BLIg$;nM#1BeXjly#%c5@bZCm9&7<AqgcN=AVY=(X+ds-0v?};%n!zHHJI=3
zrzwGAE%VVBe9zjCA8+dQXakX)fniT?`#uqZfP<ce`nUe_Pa!enr{nDc$1eO`%-~j9
zyzBqb9uaK*R;o3)b6#x`YL+eh5*xMd?p$~N#wEQLTTPmvA8kZeJALzoFRIW5jl<8d
zKZ-)wLg+8d7zwed$898NGSrnyG&&~Mmf5Ylb??a~akIg*`1)^GqG)ro2S~m{*D;;X
zR+D0?pEv^Q4D<o02cjMRFhA!Du(7j4UVrHN&f6l=Uju3ogwf;m0Si!>=%i=#q}Yj?
z*ARaj)Eh5e6d0G{`aF6I_>j6Z9ssPfqcF5ELFYR@p3{bsj-@)Igw(pqyYa#GY#Hoa
zRG`#=%Vfr5IokVlC=8fz2Qc<^zT#<M^tR^1{MnTBeSr7OoFEd@iZV@;Dmh;KZa@UR
zymOg;+f(sYbC=^aylq$dp6?4pA72Wmh7uj|bee6LuaLO+M7Pelpml#%M@Yb=4Afn4
zqlA$&>~4|+`-g%EchfRp8b)GJn)HGZ0vSUl_0a6YcZ(33Acu4YHWV~A+rbn1bnvji
zOX+KGcPpVw<=(xcI-6lgpU%weOz4=wC<82L(Vp`!!3YB&fzJJhPeYrlDMTXMmWu88
zX#kK2{c1}|XfezZ%FXeCGsS{QNRQaJ^q%^JlsEWY&j?j=D-S6?I%&XG7n6%QeQ8z9
z_#-vB7weWgezBGnX(iSjv8kCE)4oG}3XHHL*OP;uZA+a8uWPKOuutX`51KJ-dwZC<
zB+_6cMbPzr4u&vLjf3HUIpv!sBu^myHaI*S__P$58T=;BDV8w)jDubYIv|*ZqVz<g
zLlBJ(p%AN{BN!8Pwh>jdm)@}81`7lL-}|rsjMYDZTL<nUK$vtW3mnrg8_a<IgQWAJ
zU(BQFD4!Re8fS#jFw$8f%%+NpZwO72;dBhmj8`K^y*_K#TfKfsAfoL@@W9ZJM|I*{
ze~yo8YRGlL$0?na%vGK`V>EKBPJez!NuEETCRbb`<lV!S7F%{9c$fGUh{|v~BFO#g
zK5sg#dwP5EEc^ALhCvDl5fMs|?iVFIZ}cF^5m4{pXGSKPP~fK@T!I8=jO71@EWrY?
z3YmeOlMAlW?@(NRkAXAx7@WM|o9zH0vHhqZohatF8zOB);Q4F3XTEdCsreBB^{x6D
z_cZuyVFnNPm3L1yMHM)I`5>;VU6=T#YF?N|vhon2md%~bOTg2BAZ*L`KHj*g=0H@(
zn0{a4?iCwfK{9XIRkeu0`;F`%ii#1XiMK9qc$0rn2oT(u8C-2@3eNCh3vcj@eI0qb
z*{sX~MhCefRLJh0iyAF3cmPuk&W`BwTIK>Ui-JQFu3;Fx;9AzDmo0#SWeGgbt4)|U
z5KRdg7J;I2Tzw(`e}mab?f^cl)j(WcaB%ZdX_;LB>SqbMvNdQJBtS($viWc`0%UwA
z;SUEhD?}xrh=LaZS{DHMH8i-zRG%G}Z*e)MNw}Ao)!--1*102*W$hRM#0ax7EzpYC
zA(3&IZIrom{b$BNIJbZHrhCA!_PE>)A9o;KEn^K!VzSe%O_`3weUR~yDP@CE+_#}%
zj#}(gadF4A!Z9ZkvPaV<osf4-;$d3+>-GAnAIA8g76WkKU7DH@geB-7P!yw1arG}c
zz!e4_ZJe$ypFRt;S;GDa#B*in^Lq^Wg^*473aKKP&>{~3rqn+mK`kPLBR8ji5M}NI
z+P?>gIu{x1E=X))G2OWzp%TLD0dtRb_+KH@y#G2V(z^*vAHafcenwp<Iobq1wjA&-
zmR_xaQ=V9HsMJdjuB?ix8-7Dlx(KrEv0Y0W<q}ZxVBiJjj~jhkPY|SXAend}f7ZDC
z?Dx|dwRG^prn{~^hSULI?)%^yyyqh?1&#kw`?MXSQ*EaF&I+!*NjJ*Y2N`PW5GOKJ
zy7xN7ED6q&;=*Tl0@Xw9*6^0>euPibmda<w^@H}@{c1f+6I94X8cN8f!bA&VdgkE3
zxbhWwjNbqM3A($Eb;Evew_WvPib7{}kpXepJ}_pt0hYH5zAz+*`GeR6-f6fAkZ4dt
z-E}D_Xu-3xebUVYrZU)h(ol>2;!eu^CxjaVoKo}S!6^s&7@)B^ffUz}bX$UY`OyqC
zLqKMvtE`5AA~;Ig6=sBA&IHeqYkZFF6*QFw;qq&6xxT=O`X5`Kg(CJWbC5n-6*>++
zh50H134r$R_W)?3K|pVC++(#EA|IFg^ch=OS)!2AxNy6tSTr?k|5h?XeqMf6SlK%&
zXd3eiOuwJsTH621IuA=%{=&Y6_{_K_<oksBiE1GGE|Q>o|9-uCZ@Y`p0VD=6FQdGS
z)Nm0HOi^c-Y=B1c*Dn{u|5XmA6NGRH#<^w~?e7|W02~krj3c0UL>peEWrT|!Y-A0}
z8rO53UN@9-CUildFz;J`UT&_6x;mYENtYv+9Ski%I<OrjwujKqTqmP3#AYYU-3dJp
zr?J%G&x_M!rmouIsbx}hY)j!N&iRIu%;#}?=?%|dD3anc68qBZ{|13Vf4pgtb+9L~
z@359C#Ie0)bu}<O`ge`rn&DiC=ifOYpr9NHO;;uFe_G9sF^Xqr=HU-`d+Kp-ZJ^EJ
zoCXI67lAy&A&#8S&jAv4?g=dtVsgYrd(0Npct)bhFm2>M+XfC)<fufBimQ|VHbcyP
zXNB1#NL(PBz-$e}tOUZC@Rg&pH0Bi)w3X)40Hz2clg6b*6Wcz|9HW&dR;tNGV$_@}
zWEtUS1_R%``W8q1`4$)4ho-+YZ^wRG31;825+9CW#6rjQj1N{f{}TM7#5rZas`Yna
z+4jhf8Q1k$M5DZ6>;??bcO48qZ;`$i(txoEu`>JpMuJzX<RACyW6muy^Onm8%Em?+
z8OkFF5_`h+ia57^&oiJjMrff)^vzDX8Z`HdrR9g+V7c_7)S4LUf}aozmv9}@Ez}7Q
z8^AdYl?+k^0FNUf^KKjl@0~j&HHOlRLseyE#CeVf^}!I996WAmX^Bbefa+Qa=7bGI
z-Vo%4kpcpVR~_D0fu0(^_2yDPf&Xp1FeU|FfDm$n&aMkm;YrtIve>mOK$--OXXnx7
zs4?GZm`VmH5eL5+^zC4N(EKH3H~GnRoM`pf9Li=@Vy9$Q-sd3~l51b%4@&gEeXonA
zEole<o6gaZ+HC>o_x@fs<09Xs;Ze{HlZ~?BzeDV!|NdHi-1qS>Z1|yZ^2SKCt~Qw>
zzo6T^ZAp1TJ6642z4*<`+4+)lGi#x9@*dUi|DNWSobpQ<@E`@WLB^Y`s~wBHKf5>j
zz|s?z!FER*L!&^49}aonwi4*qkrV!KsVzv_0{#;%;&}sDsX^(a6OpY0`5OHE&z@gU
z?h-)SALc5+b~zUUVz{9p9hlztqxsPmQ-3A03h4s24GzY<zq}r){cqUYi>ng>#+Z>I
z^^spen@*tTrSe|_Im1wtcQ0H#Mei$zj!WEU>%=C_RiP~8@Awgzxa6MPcPB6v-}`i&
z{qonxtRrNPLFqTYKByZzi~;h8fD9GOEtYwCb5{HOw2m7~RZ2z5oG0u&)q04oT#i%T
z;}-VYbqK!3RgCSy&XkI*p0;oDxVjx%P<Sw`b~}d<cNx+b^p%lCP^3Yv2tf~i+aBLs
zoEgL@iXhv;uK@KtF~afqU(yN90cvMwKx}#qGyt3b6huU1fT#&wqR6ZZDNKeJAhF0S
zDM<%}N_zL1rU_#|WVH!=pewMNh8NbVA=6K^lB~?kHwMLpA3k*2m;MAS3Nw^!jEVA~
z(p=TfZ*Zwue}LBxP(sQ-4til<7c5RfnNFjRa-2TN%g;9(6~gJblZ?y+gI~uv^!^aK
zC6&H*6jx)v5*UaTrC@?iDf(qZLts~^?{d5H->-)UNj=(}i7RF=%1oM20dOWzsJ=Kh
zZP%h}6rHV=-POxzd5>T!osLYqzHk5d3kS>F?<J(Ad@wfSV9v;na@k=c%}D!pu-I`U
zAw9Kw=4bgCvO@<v;$g0{d9!geeVw&MUg&mU3Wd5c4Cw<eNQ{t#JQzq2=RByz2<H`v
zW8u?4JV}Y|!mYR#%I`Vv<NJGc`(T1!X8@-tVh4Z$AI3Qj`#z+L;A4-58UT?}mZJm^
zUVgMeF@u8-98q9d2PFYfSAW#Wfmsn02H<$%i#L=p0`E+gNJ)3rG9ON(2H}^9U1o5b
zAymXp4(lnHU4w5N{tOVMZF483!w3{5NGgH6FyIW~!w-M+hT%{Yx*{Zz0t3HO2RENM
zOSl_*P56i8{Hi7kG&6eM`0c&Fw3+vlx&I6wvrAdTi()+Do*_Lw3{3rDE_@8L*bul^
z5Wm(Bi`!t(V~pth?O8EWNb)w}zLxp*J2yss)U}GL`>6(kgc8xj3DfZ`EGUhPy;Ud1
zi(d;%fD9mc*h-3ES*eDPParD-!!Q^)&{Z<Nnpy-oo}XCs{fH_A1mVbqkR}9CAZOgM
z>O_3wMvPnz60L^?a8!5@v&njT!`m3W2Ie&YR{%YG^8}*_?ncmU^WVR}*iD5}@wXe-
z0m4~C77;o3i*?wK`2tZF+`DKxR-tN;-XFO8PtqdYF*L?pSiHSp)eUa^U!GFX=0ZPU
zD@@2aX;KXqeM*0m^C!Vh1yKhqQho9+Y6O%58J(5lxx5YVbvRUfD;p(hpZj?04;gtG
z#P^60>al)>0~1UH0G5BxeK*JJLXQ#aLqY;psyN0=4dIW$=;%KWq((+6#c{m2TPTFD
zg-E|WIR5X7t8JK*?JMjvbn0R?yofY*SckO}uzKQGxy&1&kOJXkwVd`-DG%}?K^y}f
z!l$y3!GXsCR0NnNgX?Bwa1iSL<292<4<ABMO&+B1>p@L*NuoMEqb>TnCz}7!anjGv
z&$W}<XnElQ0Atwc!x;nxf9uv!S~YNbKwL(QPURFqK|xkFv{zDGK!E~Kvg(Y60x0O3
zA8TR?s*6^v0}Zci9xCMro0d;*+A*ZXUb^LAxSH3V_-HEyClDt!vNJWYNF8y}-M_Ej
zLoo8hK*?7YC3g%bPzG#?)SCj}i`RYhaOm{#y^HrL|DEX2Y)&zsM@AaL5lprA?`>Rd
zcXp`8Y~rj0H}r}bUCwm4F)lVPy-6WdO-XpQrT4kv=pM4RBWKL|Lh3!BHbKvak0C~2
z>)<e?(bdfjf{PkpM1`w&a#9}#mJlzn6ioG97NaA8F#+&eHmdHxQknnpD*^y;2S{4@
z1d$ydu%qwGy5OUiHlT*UzhE*;OiSxE6Vj;<iF+}yQn=OmsDGYm0uU|u1_2v#X|DR}
z&+H|qUA;qyXY0%Fd?jr!E5N1!&TMbKyuV0Jn&=l=km_)=74Hq&PkpSl8zfU$YQ}3)
zg=FYa_sA=SX<-~15iUzkD!=iy;I*B|pYwC+GA_>NdhnUGpxmL>CXQ=ur-AH{ZsNP4
zuT|Oh-;*sX9$XkEZ&m1;1$n2mtl+@!(<XgSf@sAlaJ^qv#6o!d>m6|syETNn)|T{i
zX~wx925(Oh@(?I-(31J=JqwM)H3X;=q;sI{ivv10$XSEin7+KBfdCW*>NvDeAk)Jr
zEvL42YMTN&R~9BFQ<dj2u6MsdSA}?^AYTPKs`QP29x$kcuK;WsGzt5^P0*X;kKDDw
zHQu+_3NuG6eZY$VW8d7Xb^7`Hwr|y~9m@fd@vLTd-rb*3uamKfh4}ee{7xa7wo9Ja
zmO05M-Jxx_kv$qJCeBW?52Peo>@3;FKX8Utn;#k7xBqEct9H*y+6Bvy7riDO0Fv<L
zLe_I6>B;6yIwp>yF<+<1yNn~+ZPSmB)N01=mB!@df~A9lD>C~t_s(y87u%`cIzW$k
z0fsE_?D%Y~)K}5kdh41^zaF0Q0>B#~^QrsrAy`S9Ai(6qumT}Ls63G@F}&6=;x8&L
zMl4b6J4x#?N_pV>gdxrszkj~a=4*3Yy3-!&K0ZvU4*18z32@PgY?7GB?^RXqy7Q$l
zlIe1ipawk#x;3#p8pQZEJuR^%ED{v$b*e(Wsea?2ZsV7O+ttMa;{c76xwuShPQ;b4
zm56q6;ka}~|3aYQ8#bXzO}YV5`l{K0;;->@U++vss#$S!p=tk$$bj4TM}5Gz_~H7-
zw}V=6I^TJ5<w+1V%=+q%u49>k@gL^&^$ht5N@E>kZACb1kqPXpjhrwf8Qs28D^FYv
zbr5Vdi!>-k9PH1(dWa({SO13;K&}tO)9rKa0*0>Zy?t5q6<{!clRf9#xAD>;M@W%C
z&Hz&2S8F7{t5{#~Q2`6Z*Eyuy><+ZC-~`lNdY71}h{$Zr2AZwaWL4lr)vl9(p)pQK
z^Sb>J=or9vLW{4u2vo%rq^C~1MKJ4<9q~p<)H*ReTj#-Z+SF?LNc9314z7gk&+4Kl
zbTf~*#+g@ty`wKIu14<=sj+k_i2q{$XUR51(JUn7cqUq8xI~vk(Dhyxt^lW_LI5Yb
zyeS{i-;CoL{TuCXKHejEm*fmD1_?2Fn-p{pV8z`zrky!N?+5NROsQbz2_ObgL}yEf
z;H8L%K86(N%OG?E9t!qkOw+n7X_^K}t4YAVF-SDVf+?`-q}hZIHd$D{d`a)x_|u_e
zQ&a6;-Vi#=2eXP<O1SvJW&~pq%nGZrFvq0UU1;CorO{$Ft@bdCum3yzDqi39*8q07
z3PH=zc6ObWZJ=tcS;mL>^SWmwW7b=tmNgl8DM~?ZQ@S^KPYJNyXJv<(8*ZL=_YCnS
zYli)2IozwTf)VDks-IflDn|}CEd(X6xF4R(XfA*9%e&b2PM3bVXpK&N{OfxCI7Zy*
z;FUtj1(T5zHL~ZYc7X_?zGgj=4hRUJ%X}veo@6AZ0tSEo)wVWJ7{O-@2nJ){GggQ@
z?Eg<Z1uo#kSHnQY(;uGoPhnq;&fn$-Vy(s=e`b}y<PH`gICZ@RKMnEkaaVzJL_u59
zuJ3yebdv36euV%!sx%Dh9=oe9A*rot^Du0n6w@d1QLhUL#f^2T!c(^7{C4FfH}0ba
z6PI%H+_W)0)V`lXO}ScV7uGhA8gopk3#gaDs?-Uu{E+-E&_~8tWIx;9X<N|Bs#BNQ
zy|@>fpnc`b1B)u=&eh=FEaijmHNW1y9X@KmdkVJL7Fa=G3~{1<$RzES^Et*eBH?1F
z57MD}0uTtzpvE$T<Z3ly<a+v)0o=q;<2B%bGOi9&)yo&AGFgq36cp#Xo&jI-;RFQe
z&QVWgw&sktwz2>(uLeog@({3(&CFIl$omvO+Qt@{Q|^XP{SXcskDQSQ(b{+!r{PQ_
zwYE!+cz0^_gO6WoXDiN%X5KZMFiP<T3<SEe{M|xH=PCa6E^+9IL1;lf*@?)WcEP=n
zX4}Gxo?@5Pmnb!K_dUg@ip0=gSmX(|<MnJkrlac~-}}p@FH5A=(ZTe`p!&}}Df$e%
zx$}9HujK-KG|OkeTW^Ogk-}ROpLK6Rj30O^f;7>_XzUu00D;3CdR@rCj*2-lvjW`>
zoVUp6j3V;}jKDTqj)mZto}9rypn3l1l@oCX+VcAJIZSEr^W0SBvZ|vM?{{r&(Y)38
z?XRM0q)#NZ`+S6BR4ywqU-IK!y=J~ZRqv*ucYxvI$h)bnq)1Y0#-Gcv#Fw(cvr8&r
z^V77|-ZPMM)yXh1u_7@s;FR|$mT3Q}k=7#$r`f~eZLAQ~ynBiPFS6_Mz1DeG?s%N`
zV>P#|NP23b57f^zg-&dV`RvjJ%FDfiWC<b#DZ>qMUkgJPF}FapHRh9!5zN*QM<?w6
z0{A=<FM;^y$%T?H=*9qrg5n;IxJ#!#8GW6<yq2GbEWboM+?9%*pw(Ow-upA-&1xr{
z_EP;(`PjpUAE+&fty==WM5R=_GCe4Y+it*rrmB0UH}g!>gcB#w|CTVtRW~_RX??^>
z2LsdIcp8?(zTrw&m*|Wgks=X#@Z3{RxBZ;6%7zC%^Jt@2e+eu6e({e-;FL0YCKrx5
zPEJMcCg0=8<#;xmG7w_1jYYV<J(Bb`d&QklQTs`3xBXtYOmW2lgnR<C8HJ!>8~Gv;
z0#Miyh<xTMMuLvUpx5>;X6|_;?2Hu=NrIRtsNa;aH5j>`zKl1iu3kyOezFOI4F*Tr
z-F0P>DpCa1ZD=^tr74Ncpch{Xfof%e*VUWNmHJcd{Z0?sf4Q$yKfJZI^M}7?&IC_n
zS0>|au<5Q<>(diw9fp7S?X<oDi%}zS>@2@N(d~V-&t5K%7L+{pHa6)tHZIuyRO<Mx
zN<d1bBS)6z%hdMP#!Jh!qkTf|U)F;?HOJ=;A5Zd+lHNa8c|(b;vc$&GaRilfWZLVf
zAr3}zFu{T|*lYIbazR?7NfUD*BQiWj!eFJPCl~3^Z-J4g<*7{6bw5l)k0Y6@-!$O<
zhIE_nr>~{3T}IJybbQ)l%9+-E>5;MVUF#mONdl!{z(^2q>-wJDAE-C((W+IM#q<W=
zEcBZ!f6DuQB<4pYiIOQN4i1Lw<|d+aJBrN996gUAa_$@3&?}X*iwdx>Z_J&2^IMCl
z*#0W=+x%64Zb5wUKcBSB=9@Fh*flTgQA|y7#!E!&)gBa(R3F7_5%{F^UX*r}S(c<C
z8&3zd=wb3EW;ad$A58x?lpAP<PXj2bNfi}8j#)z!-vpw@Rqaw({Q@Qoc!6OtUjlN~
zm7OYzuQU1ig(u+EfTp)KpkZrkD?_0l#Ls&&Q>b|(nQ>Q^OcB|!0K+#hOv0M=2q=Gj
zV<0sL3#<p)`i@tN<C6wAJ}O3EC#M;;91OLxv=uNVE#}Z>CiSke`-1bs^3Bv;GJma_
zz<$|V2~p(Xw}i6Xzg?Jdrx--LL5s~P*7&O0)AI|1^swHo&(-Me&Y<t~<`fo&cEdg@
zXT9!K%VC`%jjpC|4gP8aqq(}7-ur4q=>1RgmUo22-N^ONu0q}Z{@!~!JRBb$skQ>P
zXA2-Y&m9B73<d{aLwYfIh&sk=!Lj%k1~%a3Du-GNunPNCKV&trs$p5ow*_h&yz4>6
zLHEGtIq^{R(L<*<KQh^qt+-K_ueVTM*e!SQi0!o&7Zj`pccs8c3u#4z2a|d?$#y1Z
z9_^Ia>-_;{60#<b5%?K=@}hA-gziuvr6=_<l>H^C@k<tF3Ckd&z5sb*bYcvcXJK8V
z{(W}xIXbZue^4HM_Lqq@j5HX`cDSV-K{NV6n>hHKmjBo5Ttm^rEEzJzof3w?7!r|U
z^-x2ijiZD}1&u6Pm(PDrR}6S+scT^7hq|z{_00EmW>7TS;AZwGTtnW{Yuzsn_So<E
zI+b@)e{xB$ms3-yzRaIU5m9ToE8KcC`GX+yuQTTDAKE=zV_ewyLjUavM%GARtSH3A
z{iUd0Tq)}VVGwFISgj|z<&wGx>(7vFM3-(-(Mmx;MYGWgFTIHq<}BrhnHcrwHx#}@
zb8~MHtjygrcPDOY_oeaKS)b;@SG&7D<MM0*SnfX4+kMfvm|#48Eu=6s@>8wWS^N!!
z#4L~S)V*#o4z6}q_oc?rv7eD@bQ}b-sf;jXKps07?0?v>58;Ey4`PN0eME|am{=A{
zP!L#_Vdf4=P82XU%F73x%vTD*su~fk2_0!hVqMk;IdN9nwPPHH-S!H%JGp#OQE%RK
zYN={s$#KH?VMj@Dx2Emc+go(GX^;F0=z~M!DQE}Q#d$ah@4n8f#NS@5M;&~Zd(-g8
zkBZ8=SIc*2zyEn85_qk=@ROKD^c#UkR*wbsg5(^%%K#~L^ov<r(%}gNGM}*fd6Z=!
zxCz_Yb5>wp(djU2_+igDkXC>!3WC?$#Kg0QGnX$_UzLEla#hbU&GMN5oi}moQjI$l
zL;O}GQgrPZ)fu1fM|TXAWdEa7Ve8Z;4Nhge={i*HsX!7E^;eT3z<zH4uD#|EG+F}N
z$+DBHdFvK!`}YO)k)8$)J@le42zH)jF-G8#y;a1ebRN_6Yi4fn4c<t$EPaujn%WJ<
z@E><!j0v?Su#s}g${hWP#*t_9iSqLYth4hhs$Q1o+cur9;ww2h3Il1%)9(H6uktiw
z!$KJe@fC?_rcU-_V|`g`y#t=+WVdWKn4rWIY^ZAKDFx?6>C1FBWB8=axw;BU{}z03
zC-LpW$ua}eeH7XY+?SVYo5C&z0hL@8=`{u&DW59ySqOZ~@d*>0Pwp?yI7J7D%zw)h
z$n3ZGJ*I*cuR^fGOd4>rYuG%n+oC$|5d);rbAV0)E9x3p-MpHQ>uPH+#|tDlI6C*=
zjVh3)EyB;_@Wu&cyJ(dwe3}t&%;|yCWw3UEQb68GYXP!4?y%2KHa)xg>qQzS<ISbk
zfGb+rU-}WMvYRf#t`Ew~<D9G=xY9+@CESKW`@{}fIFq{gH}Dk{l!)j_<$Fc;hQWDK
zs<^TFcnww-ad2dVh5!zAgsFnMTc}hkY}YK+8Kzx01P%mQyTQCcSb@z!c((R0Cx=5$
zp6Jb{keeh7d}}YO8z|rFJeQE23YfHM+od?WxDl=1^Qde;Ho9-x^UTayB(3V_mtU{H
z|4RvRzgxx_5u2L7GBZ+{UUskJBdhF2#np+t5DlQ$xZgLAcG>UQE_babf`?5aICKj}
z7QB#V?{}niev{Z3U6}t)r-%g*91zECc*JuU+;gEe113Z%spk(w7d<A@dY^sN;!vW;
zzm?Pj%aA}qgZ<(B<}=}Gun*x!H3p}nzK@>(1v(1rNBfeiUAlypVTY=&WVYUY35U`3
zmT20rj$4=T@z~M+ag+G5D@>5|P>1{NqK@}6uj^yST1=dBg90}0&jUuO5c5!R;F~b=
z;<+A#0+jc*XF2}^;vmMs|4?KjKPQ9RtlKsneyyg`N6Q6BidGM7;R<A9;mb0RoEKC1
z9{(HE3Y!0Ovak}D@@L9ml!p32xo)Q!YPqveZ~vIX_CSk+sDc}X{?G4~NmX}u3KwEC
zBCIiKpKh<5HMrzzH4dN2rvE6^+%Z>w2o@tDo@14$In}8slm5HR$(K@(d{5rH&HZ(t
z?CQd1VJkd<R7?=;xW!M7DaGigth|{JA3s^^$_1u8-%p>H_OX<rm6j6-hFfYf8;rB=
zD#8}!)7D)Y5|X83&r)Vn!|=40#YXe;j6t5Ca5(z=U!p(I!{98-YIQnhWxt0Oi+#tQ
zs0&-{UZm0dWY`tALLI(xUd9_G+#hPTWFm<NYuo?UXYaa1+7Si+MTOmsS{$H5Zph0)
zWu{c53%pm@PXM1H{C`+i4nKK#zjQ3L#q>t3IuGnd79zlOz2WnE#$?0dik>I%D0WbL
zEbbSPdpw=Amyy)S*Rjr3Gz^6zGW|PuU$Y(uRiC_b@bm&F;)~T|p4soe--LV=hcV4;
zPtw_sncpg0af?p%?!GrIjAIq7TaAA#bEoGm8sF}4${+3@x$Sn4B=S+e)`kDNyeQ1y
z@sf<(9ye^C-&^p0i2k^A0@ik3PF=u?nF}F2L!5&Ho_Ys0IpZ)C5Hzk2&^q1hDMrkD
za?uOof1~A#w4=gT-6X-SB)!|nLrK=DolVV>MZn0(P5wX?_c+7nH>sj_ex$HlL|XW1
zQya%GPeXG7yGV=)k(f+7+_gPB!<R3irXY$rE+AfUTDeDls{nOOM2?D-R36Y<Q%||x
z>>2E6u)|Iht)vgxI!uJvo6cc0zkEuxu0*^7m1`7VOl2?6UAB<nL}(0dPS1`u_7=#K
z4rMb^+q|=RTyEI&{6to-D)RPm@%MjLBL6P4Qr-zuDy|-yCFvdh*r#W4|Cs9BP_{)e
zFcO=YyHul`_iE!0)>Dtlp!ddGNWzo<?#0hBpo<hEoQA`vHWjGrJzIal!wREB;MvT#
z-iNJ}&jbQW*SQ>Vv9Vzlm%e1-PWX`u#2O+Jf(N*Q-m=d+AG3aB44LO?%lnjr6}WJp
zV?4hg=T4^Ngo;be>Ayey5}%8Ycm5gU6OqWHqLVz>c|qIzrR?yUExSf)>raW@>E3S*
zEJjwt<1dv)%!OZ$Z|AEj#|v8}e6u=kw@RNZLz$)u;%^c5is0lAW~t~9Yq<MG_e&Z6
z#s(dB|9Y(pb<i)#7@766%nRQ=+2lS4nkWYvd`3Khn<`Y%4m9R}E2;4uG&GqNxZ4Le
zHbRW<81i~p+<>N#k4BaT?+XDz0HZ2V@JPl7sdXVHCV^+{#98>SQ_4`~>)nI|Zwb-4
zZL9nDiZQi)JH$3Ce0q9)<5_UXk;B*<6T?boD*JjYb#-ya6<yxi^K)XVYw6ZyxdpQk
z>rc}HRXUsg@Z8*)VQcRHYI1oQ7U!`dv3S~Z_x<6v)B_Lb2o7P&WinB+eF%OLMm|1=
zF4XntZ$i(?s6d{HFQbqH)f<LEFHILv1FpdY;9GkEFMolJ^vBlFy))3~FMD{-U}!}E
zd&4<kZZae74OC(Prh(NO8{ngR>p)M+1%^BrdLyl6??_2SgPl3j7uo3|y8ehqI!uP?
z#yhL?dk-9|4P!OVKR!ec!7)k6^y;wg=)G9w<y%Z>S?+tSrh?@k8ELBPeG|QE9;Z#n
z7|m2LgIqS~33^6(h@+<xQHByTR>G#YwzF(JBi{Ac>u7X&d0#TgEr&N1I{UeXj@KJZ
zzT~xBWg4Q~`5sFo+AExHRkgUEr6JGIrW_R&Mn!#tsVQ>aAwN#CbCt7mKrEzVPqkz4
zHNEj8s)Gi<;hcimHv@z;hd)u6Rh;M|(4|YJ_!I0Lj$}{?=!KTsq#m4tB`+N8TvXfR
zFB@Tj_3h5pBSq}=s`D~c783A`;jpL<#}Cp|i8}jQmFdrDJI}Q~%nvAOwbq+J1Gu4D
zz}8QZVwVNAche#bXZOFuD0SV(4@|)j`@c;g*dEwc44)xf4<M86$^QmrOa{=6-@dtN
z@N_^>2+Bd;+NyUyZR^d1>suD9^Q#XryeHW=B6F9H#2C|mjrymh#NambyGvu5b9aP9
zOh3a~J>=hY38W>uR-%AcZ)VC=&!QSwVX&?rylxPtkw>g?RWTjiU1q=(r!o^De@!O2
zkFnQ$vZMVP0VWCx-Q{oN5s!aa&bJ{vN|0M1+1hpXI&zVj%~R>rY{<J+VE`*zG8NMb
zozReXeTN1mgP-6hb{5*TrRQi4`x%SXC;bkwEa92H64IyoF?YSQ!<+^Ks{ZA+(C%+E
zuA|UK1XsIR@YVZ1;HdvBxLAHAq@waVKrSu<9x+Q<)b&24Jl>PPzkXFnoR6o$dM9@U
zCi<ndk2J6n%!*iKVm^kq=}^y+G+g1WLfKPrpn1UFhc$0|ei3q9iYkb%fvYe3>(^l(
zJ9s>iK)xgBl5}@{>45gIw-1f}Z4Y8ztibAg2~d-t9`U~Ik?=b{VKZc)M3<cpi)~qL
zeDx-o#NwD-)Z2Pimaey=t}G$)pO2F$okL(?BR&o)1r-BB^P+#pvaH9v)N6jKeoFb4
z$C28fGKvhJUD}(zhzx0Mj739}Cvd2_7Sn;E8Y?QI7}JAsv&Ev7S3=-=)g1Y2y*b+e
z?$patR;s=*?uf986&cAhX3osZI5HO1+?uv1<NcwfyT&P6Mi%X5q~=8EL`;j%W(`oL
zYImS;Z94z0h(#FFnknUVt&zu}{Ll^aB|+Ho8<TwbnQP|*O&*dAFWaIvDMWaa)SfJw
z`HS<zl8Lub%tTm{w-mm75U7I40w7iv*zcZU`%~lY!am!ekxe9|4(hUra2m284K_?z
z3`IVEecP*@=hfl5Lv{Lb%iIsFq#hL2_p9y8{Q~npPt?jTx_+k>_H5r;IW%R*cF4;k
zBJ)|iV|&fyL5%5X4dubAvZH<m`D^TG(&YpVbxU)G1mwT4@Cc>{NA?>xlF>ZTP}1<J
zveI9bpxxXVv^==nhVfA6v9xdwlVNA>UmN`HyjL8(q)Q)r<cP?-<h^3>_b(rYebbPj
z(Ri|0d&r7q;^ah9HSb1i<|GC?e8{ggrV0tLwx3^I4E_AMDP-y_>mI8tBh&cmp~rXZ
zjB)(17L>4-ocj*uk(@@Zaz!K};t~pmuN5PwVZERafEi#21u}4MMFkn`u5P%P-M@AX
z;2&QMil3Ixz={)@r<a6%i~dj5B04Z+ms4nyI>hXyNh~f3w0Z0-I+)jrdYAC4(?f7M
zt+K={$if_%V%FptejLP<cPW_2Ew>JOa0^nP`gx1d<XO}9S4<C$*>rrE3gDziDNm8n
zyc@75E#dJ!g_b&y(Q&Vmmg-utng><Z=|179WaA>T;->z0vHhZ6!#O!X;QV1SVi1g<
z?U$D`o%k(%J@3iPht!~3k;ecrlDN%d3tcy?D>?~$+Q8um6Um?<%hqsGc0M7Y5J(%q
zSDgbtBQSVHV3GhEpyJ}=zvh>GN0)`gfQCo?njB;|8yy$592l}N8M4BzF-ZySd7v0N
zoEc87Egw}cVD$U=1(-1^%$Q(t)MFVgWBALTO&$}sE(W64WY>t&@dnE=RnIU^(nm@x
z5MrS}Te)^y1#cQFJY(YN%sm!axl(pM0AH?<1&nLpZl!(R*mO71U-eg74(?Ky<4CWm
zSvp1uL&FlSBNV3-mISw&2a-zdB@-n8_CRf7%c28h-z+N&cib+%X2kqgY7X7W+AeH0
zFCQZDfn5%=@hq(S(Gj#C;Xy|%GtTu@$!W3#HJ#J3;9`OWxARS-qp)?08Oi%zlL3tJ
zoaZ)=B;XMt+}sQf$%{5T+-nF7`@YER$~V-<`tYyINZ=Y`!2S=H8^$~#(5R)s4mM<U
z(L2fZ+~XNYKZ4aeyr_s%@_Zw2Z{L2lmK>a5@-S3IB5d4N{4?d`LiK+tON|c1z-ZWR
z?E4P|XXgc_cmJFHM44HkfRQYBUMu>@)mmfQj-mmHp(he5J>KrSKSOT&IlE{qonrkA
z(-4$DycD2(wYszz6lBa9f7sLHOJyZ$^Lhz$VKG@$l7G^#YklgWb=3DGnm_-f2)4&F
zjZxMNZESRwTUXwargBc4q%YtOm-&u}9L$v8ZGQXCzlrak*UGWupYJc)S-Tc{tLZUh
z>4INZFF2?q_pwx*|C{4FdL<)cLUc!<{9qx7P>!1d5DGWomLkFl!6GD7e)=?1&qxEN
z>qOxSkaIbiqALe*nLO+RgmJEAO6kXsI6$b)Ef#1*>`&n78YIC7f+&(`LKbsXRI|eJ
z8I4TIa2SMn3HBTRJJ&Nfx^}xQzI7MsmEc)BWtgI0T)+g-1IBJ9<v-uK%w4}c@m|p3
z5$H8PR=jV~yobKYVx_j?HiaFl5%}#4iyftTF<l@lx}pV7fZM{TPS^CV*ZA5slY+(1
zP3j~Ij-to?ij%g^IygJGgdmdp=Ta5Jk%N$whFy1=AS!wQD@j8$-Cg*4qmP?Xyo`<x
zm9QOoZn+JOVSiNJ9l_wp4_Le;OQ^9K4E~ows4VRmH<j9<!iX^;#(Y0*`$5#YIiQ7&
zu7tnYjIC)I_0nG^|GmWm;2Fh{waCm+e`)CEb4fPj=c7YjP1NVSLhqsp7OA6Ozdk%3
z8p@)2aOQ2Wj*Eqr{ZcxR(elElw)qGR71fehMDMZmtvOoqCG$!HV4$vf#|*6BK2<VT
zMF1tRVNvM)wjHG7V5#>kCz_fm6K0&ZwBOt}fpR8nC$?wtZ1A!4OS%&Lz}S@hcU9y3
z59^uvNg>vRagbN|Ommx@c*b$?8LjD8gQmI@>Eyp>{4URz84KTAwD#IwU+ZeZ#)9Ql
z1LnghYmsi~e9ztDSX!Gjc4{T5I8_77Q8*+!b5)~$%JGdE`F~kBBh^%mSI{e^$BapJ
z*mzBi8IznnLb~8&Aq^>yqH1tV9V9@j{ayIRdgw)+T{k)^3eVL7OdKG#$9dyK4hAdk
z^<4CP#HuP2-X&D%wQG41A?Vk6gJHeEk|YmA=@q=ZF5qahbOgX>s)&I~j+O_VV(a?x
z?N`ZN%ZI#TF)e%Ocm3;mzXT_sCn;x9YlvbyoH?&MlgG1t7CulIWpheP*Ldw=XnET~
zNu2~8t9-TLmE|$3H7%aQ)_YkhJb_A{+gem9Ez3<V7xYBYA9ASak~ix_jGu945!zW|
z5wR(mD4eFF_Fq0Wc2>LzC5rmx@$=3OnuERVvUU82Ly`muJPf8yFZcHG@qRjfn2L(X
zW7{dcV`@8tO@N8DaLky{0Slr_+etMg9fu^-)mF=1)!hK5YfzV2pxGlzcYDZaTNceN
z0t#x#nicg|IBiBVzW>*+R&I5(%Nk?|ymk(lsxj>cMN{#(MXK%aLtEAS>?1%&A37Pw
zVqYxrki{hUM2Zqvvp+EQJ&`X>l0+n)MRv;8BE*W#)bo}hj;|W6U<Umj&D-)%5kwRK
zxeuXZfNGA=dro~;HQ*Ditjx8Y<e$m?ik<j@8lRNq^lyH4dtb*~vu%vuKG<U=KO8v_
zP>waBEaM{RX;X~c+O;l`L1BD%7$QHmxC%UbWEJStxk|DGh(8?nxf(Q0$wPEte^Us~
z%aK<6;B<gR?{YbVM#A0GqWu)3g*{HrV`cd^(t7BO^l_1m%}2gPt&0v?!wj1``0qEH
z-?#F>4ou-ReBrd+KuVUZ0e8LSY9hBtdfA*`HA?VkGep13RkaD_@GkMksBU{{w@p91
zC~6~?@qp0DP4#p6Z$|9p$0ze*m=8%Eu@~H3nzdZ10s;bvFff?l_l-aGP$|#>I}0-`
z;{nASQXg{G*0+E~gOI<MkX2`*8q%n*ZlX^HHoBvyv+I}mp)p>YXu`-@WE6Quk1DpV
zC*&9_;Im0*z=KLbOhHFQi(8kW;8lhHsT_T9%iLgImrkf<LlXbh&MnE~C>*G;!Hu>&
zWmEMZY^}lfDsbJQY_gkqjszn8%AdyI9dBB6uq1u(X$%LdxU^OCGX2KoL(A<L<*HSs
z#A>6Di-Ja{Z>wuY=S=tv9UcIJIH={-VQ!~zIhtvt%EoW9^8N_MvJ)eI7S(0~T9*f&
z2hFNcaV-{U*;6LXy|0E^=l@}ghEsp)HbZ@dB69m=C&w>V#{VFeNF_IyC@v)&oGegA
zgZqU5kfUH&0hdAb@9`&bDJeA{emm6|9#nh3C7B3ZzW3d@5rTZlM0C;(zp0~A?&!Gv
zp3H6KVHC%qBRH5GA=T0p9rA9+iAP60rCTYcZ~jIvg7|N%mm;_*B-gyTEA!upplf^@
zyR#IZZzJzER&G>s4EzHFqwk+r*AyYB51#`ca2=bXWpBncYD~)dUrQ2b=&}=;CMHrC
zn5DaxT-ZxF6LlM1HQu3_zlv$|XX#4|3HNE!poD$@pyxr+70pXut}(`aAZBKfM1QX(
z@Zc_=dK8%1JNx+kXHgvWshUYi7!&U?fvg0ZMxj2aQY5FPt>bW4hFzEO_e9$|I$BhF
z1)t)#Hs99S-4JYEUccQ>hfZ8gCv6KA?+Xhf2fX1$e^--hYyG^*65^&03H%4p2pIU8
z__TuYX@!>nFwhQGQk-~}!__3?XS21gk-jnIhZT=l5)ot?a2+UjlnPMw^ayLSFT7*I
z&o=P-O?gCaH!nKyzS^T;U?4ClZ0iZBeKO5MfR454Wz)_nkk7gJCAP2}^@RkNPI<$(
zrmpgquF4kSI<G%s=#haI!S`q|9!KGUJ1_QLfipwNHyOmYf+Wy>3;07zr>>#Fd+rLF
z^0jLMc#$MkWeoT_BK^jT$eQN2%mFVgJ^D{n1N~oGQmvK1&s1x&yNj{u;NP+;#}?VX
zMr+qN(eT&R&~@zL@!xtNqw@3d`FCPact}%zj9`4g>HutZ(CVabdyb?H?p`nOI<|Nw
z?N>RY@0b>*R>|QWp0<2*3Bm(T%qq=1_b9)9pi74bk$_8mN}DBk-aqdY=#Bv>0np;e
zKn^MQg(|Y3SM!5;q#k$z0;PN5x8K;>%H?r%Eus%7|7y<7#azhL-mLiiy9LRjqv-;!
zhlBnA;Sd?=BGu+*&`VtmXFW>p3?n{w*Psdm6aq}}DNVYatyW+CnRe{qsp8(i<KX8f
zR*qq4gVZR6kGX=YtKTj3l7<F9Rn`MZ0C(O5ugbTx4GjtXy=V7As^eHx>oEM7yftQc
z$2RsF-c5%*xV~eKi8^3l2X7n71)Zb#M6Oe#IJ2(Btly)KGg>i-dRB|l#SN>lD6z}2
zU6g8pg$$yb*P%d6V>aX!;To&<G#_fyS;qy5)6iBjiuqjeNB;-@md{mksbmBXJAyAR
z%!je?+q1*26J$`d+`gn)a3F%s)nDUDW?V+@pSFwCm*wNC-Helge;4WUeoPIkni}`G
z=>R*!fNfO~K?}iy?cWs!5#V4Rzds7X>G@w6<9apZq20P^RQ!kw+8djiK4n;^t~eXd
zTNTDYBdT&CHa-?*Vx<n%(UTbKx%DriJdEp(|3X58neN;~Jsi@0{Z6rt=fl~IzfKVu
zN%%_Ox-M*c0{e3#Jm?xWbzZf(Meqg#TqViHBFXp*MaRS6`nC@O4jJ%o>a+|_&iQjj
z$==8gXez->YH5SS9&y$eY%oc;`kc%vr(ghMJpv;B0292u;p16%V_FBJ<kKfycx)>a
ziBSc*mS7(H?yD{@lsxNX@dv`Nybp-F75&QZSAl>jxp%QXRreU4Ihfo6n+o@@B>4PE
z%Fr`v%}-7MhDb!rfL)}Elfq3N9-#m!pd|~<U9kGEypkgaQF1e6|NI)PtWt9$d2cNp
z&jR~2EDyUdF~AN@B=dfR=Un|`cJ?)6A4jbG<zYEn_Ls@cqJmWN>Y99JKea8-H0hnb
zIy)S%PCSEg9i*#&PtBIY)&m&d!Scizp9$XJs*t|6XBc*XpG-(d=<Mk^o=RPVwF``p
z#2VkChcB(?Z&XabfXJ<x?{HV5prBNgT*#fKS9h%*9dCvADRGc3{Yn|3qNR0?9IN43
z!wzhm`{8v6k?vTEGFX_4g@>1ae+HxgR45)V4uI*Q!a@Qc18aC%n`t1qIlAfIe3z_v
zcAID+9|64|iFnv`78MrGc&5n6W<b9kbTY?yj7GcjLvaHJkUS{k!Tw6=UFw3J78!z*
z4(x5nTg9fOscp02_5S*tHxluzSttL&j7t13HU5W1x`4Zq*1prb-pT`aD!j3jJ{sQM
zl5kkuK6U0z+LmU|mACaTz%=3}pSZ}|#*^Wufc@$`=dOU)x#rKQ&X^h%M39i&Oy%-j
z)iPX_hy~?U1zlZ9H4c27@~>WrfpZYLJcOX{<$4GX4M;7)JdYS8p7k2`O$uR3T;gho
zR3jdIm{V62<0co80UTBKQ{_fPZ@vv_K^;v*%i=XzqKXJk@^{mKAbR$E;I?B2x-`2T
znD9Ro6&-re6}E=*BF`@$m1W(NcPcDY^z=r*wt-L(o01v6xA$OUL9kI)l#w{>dB=<C
zGM@`KpwQrh`*Z!J4jn<q%eIkM{V2WZKfu18xt?iuZ_?0EeL+b{iBDKK6!OADz7vx0
zS74elDCQ`Bq-Ns~1`8!Crvt#XQAraqYxiCONP5aihN4;4-a0eyzJ_Pw&OVc`O6DDl
zH@HO-jt<X=8qTd(hXs^}@9+M_E_hJ@i6>g{S(Y<Ks>9~*(V_<xNlZ>P>>vQZ+5ZMS
zzwPkQd83MeNDK5frJ1-!KO=1y*rE^zKHhC_7lR01u896EE^q1i=ln0)c5iC2+POqV
za|OonzOz>4LDnropCVT}aof{*9(HZHL3V3HtU!koRQlbnrbhMpRS4TSEVW_-V9UhA
zBiYf^ng7WG7={q#0YD^?wOc<zMmB>DirayfX_+>X=q9sn0c`uB%(aD>F+C+^Wvf2d
z?^L~2YEoffR0R{A$BcBCU0Kc(b&DrDE_@Onf_dSg22&ucEVD{;76ufOl%JAPs3ulg
zB>eG^MZVURG|21XIwhSnG^CA%j%sjR24{p7A)9Hg2K#Iii*74B{KltIt82~(&I<R_
z*w!K2EixR_J1HL?kD{&%&_q}CiA=}mf&&P2cXh+_aI#!24n9Fag|ycLu+5zk9%zJv
z2CJV#Lqjc%TS5jmT|^z1g6m?yJDt}d609a$qzhxQ!7bs;<YXC0&K6r?x;%+sOW6F*
z;b0HjR5^)(1EigW&2cE^h>MROqQY`Cxk>@xrB9Qe(bewpCOx;c?VX*7AOJrA6G^xw
z<-4C2wvh7G2Xqr;3Sd2uOIK*^Tri6&;{69GIxO&z1-l)f8Ssi9MZ#>>07Ij60y$BD
zw)B5$JM*ZX*Z18grN~eyLnIVwG$u(Ap@a;(S*1j#24g}LnVJa2PLjm7qcl*dP*f--
zZ5k9Q#3q$7GMv|ApWiy`{Biy~R%@^C*YN4n`|~{aa9!7Z-B%_B96hvY>gF5W|2X=6
z`|FZ>O}9eH^=yD{yr+$8ISa3@gjOAWWqD5BEF+Wo(4nJ8AGCfW{ti|zEG|r6Tl+ye
zoDx~Ai=7#-AU5?VE62O*q@ffy@cXC%=9c2qICFEsj>-Xp>Le>4KMv-+)lBx9KX2ZH
zfj1fqy&Os-PnUaqw9T12q7SP1=JOi;@|$k;kYMv?If{Vt{tQpmxA~^qd6A1;Q;u1u
z#7%Zxx5?Ky24C2lWUOHt{elnl-9JNP)Tn7-Hk>Mtv<BwWnTr6!0?4+qw%+6vIH^u@
zMT#vS)@~f-l1ta?BDwW!>AB?o_9rtl5@v%9MLKNWJdq`xY%MV>ziV`JWP#4`;bKZj
zC6sEjzt7wUqdawOG-5nWqcY21|7>XU1=*MdO=Z)xWOk+rHZ<sa8KCHL_|9&OiQ*Fy
zq+hN#Jhdp`<}>kT5I*k1BM3tl1>BsoTr%}zBrB_{MNMtLWQD}~l`@tymOpSGRkKE)
z{hHwg>1k<wP)Harh>@}_Z0J%Sk^AhgJ)XsLLE%(YcUr%ht9g`K@V?<l2~y$B<!MWO
zecK<*cajXg=LQH~g)0#Tgc7haYz8}Z<%)>5Ds^iB;P2cq$6@gqVv$?-@5^I_ghl@q
z>7&N+)9V4h(4_KP8bdl<S((5#uf)tT<;^=i$DmY{mz7c(`B(O>dp50EMiX!BD7bfc
zMpJ^gd`Y7>G8KsXH)AFCdQ(-xg{?7ac%7?<+Y@Y81?o4gY01Py2t8o;o-hXq(m+L`
zJDD*oz*c+DjA7GkZL7A-UAW|(>P2h0n0ZY<D>uG#T(~gx%&n!Gll{tg%E}~(mC4_Y
zCr#?A5<crqlc%3wP2G&+y07M0ozpyqx1;pILx%!>{`3bY2=AH5+(pzs)BMiM2IZ@d
zG}Kc(zxY5(${71HW5yBu{QPR~&3-+M@(#=HS1m2)-u_tl$Ceptz0szNXFmG4B`6+W
z@5VX-`4Y8t?oyO>HjiL~n`bA>*|R~ESL6HpZ;J2MIrWIL!C|j>J$=_^8|=Pe!;#OY
zbCM*RH^>}rcRRzT;gMLDo97+)D~}UJ>ja_3)wx|->h#_qsqox}qh7B05fQ~Nuoyab
z&wj%_43xVgc=!2ruHXj4%`q_|Dt}pVt542?g~b~mDPw9HHgLUS!bZaw1bJdjG;7Pd
z1x%F)m|B0i;r?Q|LFN$#>tA*UH(9AQ`yF=0-Fx+lNAdS)%O9GG7ti-hlG<pfQ$R*C
z+uU)imvdU}w)Z8W#V>{-&vvU^#$*YLYHWIT=t<Qngkb3aq}PAQkaKHGckYy6smtl>
z*JH0tT7p*)E=Ubz6P3{ED=yB)BTeK18JX;f7co?m4KhvMJmu8;?n%T&rV5BreUrSG
zvVBXO-qgZ$Io$1CSFJkmXq>T)zjDl@QHlu#Obm{hH0h3Q!ile~=02U5J03oHwsWhm
zk(kj^$(!A@%`&JdTXXOI0q47x<UB=7yE(Tgp<c`E;OoF{0pplWS-pBXPGW0S0;{nF
zfgO8r^>yOIRr?BD?TcN?2U|iFQFTr^nMS>c^|kf<(u7t!pJGBbLcpTN(SJ;dEuHH;
z;_$SK))fO!4pC6(Bp&Ijg5aU@vJ^GJi_Xo{x$6JQqK|&Rld>lgb8J{rcro&@Tzom>
z;7BA!JTTPjLqzZA@o3d$dY#V(3sc#MtPuRuwf#co3ks&VxV%Q6S69v)lPwDm36Wx2
z?ax0?ubpRe&Bobz$nXh08XFquI?HQobLzj^{Cz3Q_HVI6Lns<lzO|fAPVPmym2Ph}
z?_3|kSNgfZ_v<?C(wx)w{LW$a4z+HZ*0&+8!5YVF^K}>I)V`|OdHk=hd{A|dlw(+0
ze8Xk*ea*kq@V^SOPF!-Z!!JQDI=G-)ZF{=`%lH;pS>4z-`GIG~^z(}!ICXV*b(I7Q
zNxxbR1lPP$X0hFYk@HW^z}Z_`>vYdp#SA7_s2#&Q%MdaFU_I8(>O<hnzJGh!*qX9B
z>Pxgo_a8r=^Cm|ZC=b~r<ja=wFQwfcJ1S{<lPpHgJ0Y%7|Bl=qJ$nvgU&o_JLn@Dm
z4Y6%zOko+0RE$J1GF5C+_LM`{AvXE)7Cw3mGLD_U)oQ<^E`CT-7aumdj~yTq`PvVi
zOBVMWFnDmn<&x?(w_L|yP3H6d`JFAn)@k|rCQ-c&vg^W_JmE=9jk6k^I@4zEJ#vBl
z#BC93115RJXFu-rN1hrw{rV4IjgNMbXup)%>C}wcoyV_?+HkcL&Rdm)iziJ;$eB7n
z(UMWQQnq`<Y}Tik6b@W#*EXM!=wn@_TN)%4re@Aqn5u?`EI_yGn(Y<|y=hE7Ykn|{
z>B+X%h}z^Jbo*lA>io&4h8=s(M|iue?2Dg$v1{AKhbN}<pw*|T)0C!LYj(OZ+t(lL
zd^p^jogK25bo-*Fh~vk*?w=9JR6Oazx=QJGmgFpXDWq4d1-4>AP}QCn-Uj!}%LCwq
zYAQz?8FfEyxydPOyw_>#M6#mC+9Bhqe9b?uMk`pBrPgUkzYP4H8A~o~{4kbq31?xS
zJ*oJ`x|*9G8XFs#5nI_jN~UDSKBgnbtjf)*ts*nyA3OtVeyuffx75Aab|Lm%ju<h*
zYT?4b8#ksFKKiGkqVu8IGqyI)L1AoQFgsf-vg^cGd~E8E&g;#zkTllyq;bPNx&RxF
zDFbJz^`55Dmks4s>8W!XYZkvgF>dr|dCq+Q{{2s_o!5`pjIT%fRoAj0#FZq#HTu)l
zdY3y@RmLjFN<lo}$ZJXfySVgA6PLZbt}YZ$!J5bC$V<c#`>hd7u7!k$S7>??*V$_B
zR($W7_bKeuF4ro_vGelVr#JXsH@4Y|2fz8?@?n7s;;dY}y$^oAJCxfX5<Wlf@GV|9
zN(MMk=UG@-a4M{pEXjSP)^b#Kn!LxFHMd}q@CuOJl{a<utd{j+doY#W@UD%Pi%pLo
zJGOJG>Zwo5E#u2Gy}nI(_VIOvIBroldbDR|cA5%Q&#a7*$}G*J4>Ua`#x;5JMr37W
zZ@hY?aq)xXRBSHbCWfysGj=;{kszu*&Lu;QW?Ne(?Z{{K+1ayQIADytiZ!+u2j`X*
zEE^k_oE&~=w-04WTboazX54+9zZTaT;pF9tJz4t6`MP~$`~7Br|M(+7RW`ivkVOKy
zFa2aTI@UZkrPnM9;~sKl7XDMUQKqt{#v<{BfpaUguNkM5HF{Xd2V!ql^Qch|s|y_3
z`crA+>J<D~(R>Auz~|GO`0Se#N4s5S-=h6wmC@Aq54Sil`wX>g<b1GS>lPm^ZSCC!
zu5Fp6YJHkKlQdsiW{y}As`q+koYl^<rug{yU6EgPl@#xg5RV_<kENAhWOH+4#@IwB
zk1;enfHXpte2zuY<m7L%eI(B<Jb!B8`Ti+22u>(Mh1Ja)(J`~x?om3@i=K>-q`W}2
zDEwlrYa=bDPL-fY4#6ugyePsVAzj8O^Yn<<Y8*eH-;l*UX`TtOQ@y;BE7!~Q8~APr
z>!9JSI2-as;X}?{mX1h%=565p?c>VLo(tLeD_ysALpQ+t>5CTi5laTPCL2ifA2=|O
zPk+Kesdldh{g~H1*(v=la?VNbe=)X_3c%3ifb~orV?9p^YF4pWExc&yup85<`XRLS
zqeCBUS+sB=CG4%)Q_VQ#0O!mY)KB>G-1S2hQJ8<!C1C1K%o%7ik_@yw`B#V?_$+}M
z%+{=VtL{8K>PF0@^<Ai=KY!45DV$J6fZnR!cjxiG5`VuGOC>NR?SFpKRr&8TYyUFX
z92^#Q_D6S1N={raH!bKPCpUfBGPU6=yd(}rMs_id4QKb(-6E$|ftz@IVlvp)b|1fm
z&ufybaAv8;xt6AR+QNmsdAK=$-8S-)J7JNK&uPY1dQNtx#JJO5`q9iL&wrCcN}zWI
z)jPX(UW8hlb>b+6iO$AeoxjhhWmpiT#rtK+fbha+AHIg12mpU|<61tN6foe;Mb7sl
z)q(v`RpI3H>dl+@k0%ZvxXUKQL5!yWdE7#)O(e{_-2&IEwm&XzC_;y+@#UwWyYYOP
z(_7vPQ`o^-ET<6NujRku4L2*@zHvhWgS(4&-V@nWW%C;wx?J;r(xrWWW>#t4U*2=a
zDx8cxcn}}#>4^ohC7DajhAB{5dc;%)6;G+Is+zrjYsB3Md%}h|IJf|yG8OI@A3uHC
z@^)~mwBzQcBnur1BXLuTwk&=kFR+Q}!w%7!<u#^6<`X9Ah~OJMVxlPGx_4Jaw)$wx
zdBeu_pB6Y`$2~#rgQWjZPYJQ;2{-V5D&fPUisQ;XJf?K+BP&Hs60q?6nYHs=M%a%Y
zIZ_5GR*3qz?ApU8?dzWWtvKqaMG6L>SoNKzM8gdw|Ni}h&Ic$Sam}8}rbuSZ4jwzU
z4+eJ8pGPbcZZMTZVKiJ%FI-`>nt23sd1m(Z1Dg{H`MFR@T+}tM%vqeN_61*b81~pH
zd~&mE!2*IfkXzRL$Sl3_D$E7%a1qP5R~)fOVD#74YWjSy8!y(Sc-9%xd~1LGUiR4R
zAVHdjndPNnjLOqSJi|Bs)!VlpgS#PB?9;h(XY4jiq0n(h6Q(qnlKH7;MRp6Qpkhy*
zYne41fP}97An-*;Em1e_eTY}fliVt>3F*Z5D*nSgDSp`sQphmK6qVqvm1h=fO2?M1
zIO8{K-n^a+c6+pZdTFZGdnu?qm2}DJ#9R06>S9SbBm=fI;EYm0(FD#E-e=@I7h3Xj
z7bbCJ**nQi-i8eXNOYiSoB%w-NWbBak2!XmFIDQAA{sG1@$}Dn(LG2O)T_&vk7$0h
zw|Y%sRaO7tN39$cLyQLFC95LLn#{C5^t`ruQRz*Ld{{}~RO@}Shf1heM9<1K9(j#%
zRnpy|2=+ezT#Ry$JV_6+;(}ksV$A}!a`=F_VE4xlvgG{)%gYyuPn?Nq6cV^^(C6W4
zz;7|j(1Y33t*R2E-Qwn2T4o-O!M&ehb}M$+fOOO>*{U0`K5Lp>w{E&wUD!H@TL8RR
zO<C6RaRvsm)J`jJ83OfVOf9{n^Ww3FhF4F044=~$`|G<5;n?kM;j*}PxT*E`CS<ZR
zhINWl)@1;!P9xVREG!@RGnzw&m4oH{`4vtn##&l(oJCVk77@)O=CK)95vP9a4fT!>
zY1H~rMZ&wpUJUHK09<(m)?mqC%D`coO3G8~-IcEy!xR!E-C)EYuBr<s=?QpBH%dqp
zNT(r{A00w&98#M!Qa)h+dVQCfF8Jc7@RBuK3lyY83n}a?4U=JA*+&d=Wu)?kZBn1M
zM5#%5&o;TcY@@*-aLjg0vllE}*idc@L_k$ib!lm5vqXpfqDm$jHV^T1IeU6%^_rR7
z{O0x9s_3gHOc1G@SA1Dlzs;;lch8+=`BhcN9DFIU+qW50vhu^pvozNqc#1FYEJujH
zK?dFutWQKVwhJz}z%}6EDzxGOeDMyg6ZzlMyuB|u7-2jE_+NNT!?AmCK_HGqv(+Nx
zx;X+pVC89r*J;%xWeH#*HxCb4gcIq%bocJvTV7Lh0FSi$h7<qjh~do=-shb#$n%K$
z98_-;sT^BYRC(?51dCfb#>OhREh2hK-*kO0pb`N>r)gMI1Wh-4_PPxW-7}_~?idGz
zd@+@Y!u##px06i1$Sm!=yi{SuUZ2S^^C%9OGi8hwy9LOmtJ1}u8D(33U^pc$0mjqR
zHEyvcBjlPqi00Ts3F}75&AVtFfAL}u;f1}p3Oy>u(hI0<Z_hR5$7<%fd<~-}RQc_b
zOrtaN-yOP2*LzQNd0E?xhx9FW<F%9<3_B!?Lm%?InUqgviP__E>XHvGV176~c9Ili
zFDncv`>WDd_Hk39JQJ}RSERhA4{WdLd1J@!wZ?#pAa1~=#w}&$5%g_z-c{Fkn22R$
z6uLEau1}tuN=`I34kI9_nwb0wyguZr2m-d+XLI+cjXpf}V&xlwgxNQ-VFY~P$Qg;u
z(`wtxw|eXPZ+364&FVvVKC=5t5qZtSV_)DOIz4S($d53}hh@c)BV@yylXFS=`kuA>
z@B?Pc)VIr*bfkLj?W_{sWW3^en{P2d@(E?LNn^$Y(Bp^`tTKC}u3xSSSc5G)^M*&S
zXTu}_`O1t!85tS&LpA!eo~U?z3x2@o-h@i4^sy}sn{90H-b~7QZ}Gj^YsUxQ3)nvJ
ziPdQBh4$U4DqB;bu=DsTJyzTo;4|1iIZ@-#>`O~=S4&Snm5|_G-R-f(O?7XW3j@}D
zT3@s;m_6-zHI)sxBNjohQ1^|m6Y9X#FFFl#DRiSNu{4)H#wZ5ooKUs!(%6>9%?({7
z#FF4AJAQ2s*NNrv0x(v1=CaI)7de%f7_9JS?uf%|^HO3+F~p{@a@A#|Uwk=v9lB{c
z1i37d0Mag(GGs?7hab;f3>XF+XFsJ3?5Awku5lZm(6Jv>GdHhnW^ix_BiqsQZPbs4
zIv;q<zVIHb!^RpbyvV}R@)lJ<b3bRWJ<Ab&hMU((h{<hE^31x!x;D#@(d)0R*-iW^
z)I5L5s)#5aHpC<hdl+Gae<<upTKVe@90XHl-G`s=0}=M)#}7c_)7w2U<p&E5Us4Y|
zGGxd1G587V9<YA7{rkdNlyaUqZ8LLz{p?T)S3i8GHfZ_l-DOR~fv1?d3t4>aSo6tc
zr`O%dTCs++ERav2OQtsmT(4MRHxQ)nFT_^BzSQQ!2j{MsE-yu_2hG2`Z*p%5mI$au
z6|ana3IGFG712-<yZ!S33LOmfjGX(=ZBNMTbOR5tpk5~5?>AbjCq>M${5WNiMqgF)
zh(ntUB-X#XBPShB@4x0rPId0Ilgh?r4cU}c6n>&8XX#$)fL@0so7T-*sL<tlUt$|*
zc<G!iak~NnI<YIos-fEtG-KYCOE!NsJ90+ux?%>-C{j{VnID3TrjcRStO?m9w+BFq
zTtLimdSknN6eV=%>(?u543!);HOHdPV397A!7Z!~@Do{S*RS}251S8s8l<|&$WYfr
zZkb+sT;AYp-607que$`91^`OgH>sQV=J_A7UCS92Tgl$#e3)0(Z{~1+El(qrUKvmQ
zC#xr!$63i9w=CTENvU5y8R}^a*=w4*EU!IGap|#gW!u$Ez45gsGzP4xn#v+88n)5K
z#_t|(Owk@pk3}bP!!sj3J^dqE{8xPqoV{mZ2Sd|2&UFGas2p_elCRMtlb>z9@O~cs
zU`k$}@7A?D2UI@4{_BUAh3Qv{d_iMmoN}B}$?5IC{w8?H*19QKRYv;2tPc}y+!(<A
z>*7T-ZuHikO>U48r=a4<ZNR>bf!)k2)V)bcd|oN9X4@oZvLT5uS8lumkcoM0jXMb&
zvebU`xUQ5@TkA;m)PQH^-Xb^igoPv>z`{kBQVYQHrBiH6JkHcpNh}>d5Ds<P*Q%3h
z9$J07v2>9g6n(gTDzPc4zCFz&g#Ng#vFH$BB@0l^)}DT%lnLHSwjt@prp)-t{~^JT
zd+-$y%Ei?+uy>RIMgi-+;o5z#jsCN3wGS%a_D31lf>;R@9FYQiIUq&e5lc%iJ-7W2
z=_tkCYr;NUnTB!{^*uqI#wMuT1LbPL>8<%GR#0Wo^b;7MBGwkFd!0f#0|L%f#sGTE
z%dic0Ye^R&|8(J4(GY2?D>Y(Q5Q+ol$wTYhPc~FGbScRkF+bK=K(5^W*|WVT_C6EM
zT!Y{^($Wrp&RRn05(mdiH4M806zy)V6KA!L;n1OQBD8`<Frc<tVKZk(%;24~o)Mh*
z00l8<so(e!4<%P*JVr__7i2ok+$=1Cqb$WB!2TEMwy<Sgx^&T)Gz3!@Uu?wM2*J^T
zN6W*X21na!7dB@+owxr}Vbh1YqtlP6PM)kx9h@H3IhvBKJ7kG?&BTXSpZnx2(29Vd
znJ_^S+7ovFg5s<`v{sa@(+LvbaEGFzX4xI>_P2njm;xToq;C0vPf1QbU`ru0JU)N?
zsESo@@5E1y;U;?)YkrDe=g`#fg`h0<7q$KDXqlc|xz)&;TuNO=gCecvFo;?I*|TS}
zgIc+Hec1?T6FwU*<E@C^CAmwaCIRkUZt&QtW=`)Dclxv>sIms@v=3}O&@Eu~+O<KT
zHXsS{S+-nG3V{&YFyNW(+qb{dRX+J%h^+!-R9X{juT*Qx`Dkfsno^|;XGY!yl@=$u
z|N36bmoGQHXgzM=Pufngv4QfK`HNKxqI)cP_+y0w`$K!OEnxS;^UKcE6t7#hZQCIH
z*=NGMKT38E2TD#pIb_Q)Z=NY-0S9e)`mY!YD<B@&kp2q0sS5evx4hNuvJ>MC;#>pX
zWM^I6OD<_cRtaO$@2t$yQ;&9_ekm*}8kHi|FW5?B#->gBjfVoZ84p3*A?DTIym7d{
z`k03UYmx$4S0XMloec+A8j`a*JwRP7uYX%LhDC5f3L<!ILX6IOJ+pcq^}HCvAU4|7
z1otjO6DsCQNM}br&UMhHFM`VepE@_g_ScskzxoM}r^X*&jFwjKdyE}R2yh<8Gxr-)
z&^XZ6-L9&3;1eX#*xTFpKmIhxO5+yb7v-Rz`J9M5{%c^{06v7H0~ZlMI)u1(smUk!
zhN8Rg$5#u$)EzffyE6lSDp&Hmt5oS4{rIG$p13%tcWn)#)+&7dTn(#>0mpZ^xJW>G
zz{obH0PwdV5>o6n<)gf`mRp$na8LfImr<*P)Amn)SQO5gGv_A7!SENce0;#SV+;&#
z`)&-Q3xU4w0$`kZO8t#i=*%S-cQZNN>A2+{Y8?n<tKMI;9NEw#R+I23sn%d)!dQc;
zqcQZcgZ7Mi$3utk7y7KSvI)>tz%9fBBpdgQO{U4eVryB+st&CB!dVT%H`){Ua7<CE
z!bAz-yz9dTjuXb)Yj|+Gb_p#QX|9{~mGrOcITxGfOOD(B4<(wYcZA^Ndx_2Nwfae6
zaun=SDW&js3UMn6qfJS9cQ-9_cO#uFH8kr71yRA%ub9)>+b1CHakGF)n7MlY{(b)*
zzN+TE(N6C>aKMxxHGDNklIrG22~bHJmhJVkOui}b_#)laJ;6AHU|(#Zu_%Pe$mj97
zZT@-Z&K=`tC#9AT)1X@v=P6^to8WwXWzrexqmi8jv#9i8jKz<~x_ag^$K)E-a7)0b
z@`Zm8pD~Cj^Vv&(eES4I>+ZLuX-w=5T655yz_KPcdgG8kRDH%68Hux1SbM1F-kXDO
znHID()NOuh#-UBR`mbg;>muzz>yFpm{ru_EP+}Hk_K{4j(i4+*k<6h&4+TEdQL*_W
zj0azsC`A#0)gm~6fbuxb##(DWOp}));NO4xG@S23<^+eF3OKsyi&w_uHryT?S37qM
zTzhDHQc^ECzjq!k7;<_nd*+H|5>ov=u!|2@Nt;KA?yPZeoQ{$li%fRoQ9pM1Wem<J
zfJ7znseRmAZv#OfI%A8L*%&ri!+z*`?a6RZe@DVTHE@GI`f4XWJRo`<uJV!eRnFb0
ztT{U~(Va9Z_l9$W@8*tTY+h7l);ub0;x^qVxh%(?e4StX@5AQ~hPOi1%q{261x1;j
zurSYMv??VmLQ3+s|M86HR}m@uR;9S@o$n~a#w8I4C$y%+@Ojru5Txec32l)XvTf(c
zlfIIJ2M-Q;YG9R@+Bbs@pe}qAubP_^&b*jTyaJ68PPMlSr$(r;t6nHcIPB%dzt)fz
zMY{)0i!Tj1eDuJ;=2249NXL?zN4xPw*-V<Jx5ZcPh>Wc795LQPFpC3BwNB)dz!st-
zFTKBSV6ozBZv&T%$3j2?YcSKy4;&N|U84F5wS7_&1Qn<aXn=+`TRg+`^m?%y<<!&2
z$A(evqX4Y1`9quYOe{C^)!uvacMFMW<B@$Y7Pd-%dH#0X6>=_J1!|H0Xn%~iEKjqY
z9kJUfc{A+rx#_;Xnb{`}@!6t}@K}^!QA_TGh2@J`M2fMVaaOOCUO+e(mc{=?HP+bP
z)+m}&U0t+{0^0&3aFcA3dpA3+I)p7Ut{+}P1=ZAKZ`M=st?xvZ8uQ?Ek+QafPvZIW
zc>=|ubhYTMu$3oRSt;PHLj6$4e74MvX*hX8&lkZ3CeAQtr_Y>uemYe1heB|H<YoIF
zp))(j%#+D=>SY|;qGY&#hUESksTz3>7f=g!MZ^o!t%Oso4DW*S^vgiDudsjT-zeQ8
zfp=OhTC|Jq2N&xn&AOXn^2QAHzE&S5wOn%_MWn?eK3~y#P`s#!DNO0a4?Q9;!Xen%
z4G=3LI4AjyDYAh#06z~#MC98#g%(d4)qB54jy1af&M`A%3+pL5B2fO2krjS@&Q)}U
zc2?>SGG6)v{1Cby>X-k@cI&pz1biaXQCDQuc_V3#K|UmDJ;Nl@ZM6w#+_ran-~5uA
zR-!OA>e9Eg#I}X>_(TeLJt@9HQ_QZh>fUf*v@b%A<d(G)FdlKG8MlYPIz=U!T}2q8
zPN4*f43a4<NL9)J0Cyyf{XW`H{$!gT>thM~dB<Yw$Tk$b)N<+j-kRS0K|?E26i^!-
zqPCV?1LB1-vksOjj^JZpyem+Zhb0@hlerNWms1V|wkLze7}*S3BAK-i!HU??PG_t)
zuwh=tjg{jE4w}5F`<u$-6>mpSBC)z#iYyCXe|A|8W!^I)@GVNCd3oKo?{(Mll<+Q4
zv~l_L??YeK^=S-92H~Ukgv&d(EGMD<>g}BEKd)37T_JjjoUW<ajdLE7{=IeMvDwnC
z{T!z>!XXNBnb<bx+8&^`y2WIYMGv&ro`=L{7lI2#z>(V4?@xdI7$Szfe*2DhzWMUz
zulXnR^46D4*^3dqi;K(7h&EJSyPiE;I@7)(^VpK!#SSm>A|p->=8j%;$Z+-Z8~E_y
zLp~`dJLTf{OgWxDf4(brJ+zN@2QPJc^5)g{cQsVx{q;V%r&Zr4QjjVZ4O>HLAtsaf
zk*~eo-NUw1Lu71h_?x8cp7W=C>Z{(kf5tHULiMgHc7K?8wFk=u^VxfEcxB|#S)?~X
zsc^Ef0Yosn@Tz{~i@j(B0c}Neu(!YZs_eu>X+f1vm=Hk2hp*Ct&0DD=xu5O|kHwnR
zrR3{hKfWv)donrYZ9xwS|F6Z)4eZp^qTL-eKo97q=U%tGi!M1rrVDm9<F)i$Gjkmz
zD8wbv+q^1|C#RiWwpP2iSIoS<U=3&!)>Nmu-?^-lt1dPUfp-f~uK&ig)tBwjr?|4}
z=!oov0@pm2_U?E7`93N{>CWd7TBfyN@!sqJX;@*>F+iPYZ6wN)|6s8rAz6L7AoS4a
z(&w6g@zh*x#&9Tp{Q^Z6g$cx=L;5lIo;XMwta~m?*$Q3qD#h1I$D7zoNEc=2_%Fo|
zwRBmnHTKIhCOH{|-~ZS%J2awg+aX1e{#HzdMGZl<5Vy?exMi2~i!ID$B<I5p%mB3l
zx;9EZn1j*4h{H<(U;7UjkXIf*3#p=pa&&<S)|c>;Ghn26n`FCb$FsvV11jEpGT8E7
zjdE+0dBo@4gf%u9Vs33U_9VWOOb!O)JK|}l_RV?Ui;mLLX=n&#Oxip7vsiM`@@XJV
zu4~qG2Xi<QlCc=$Ht@OKbWh|too}C>B)uC#`;(eF7Q6t)5y$ntmm91#5aWUJ2J(mr
zRXGnX*DMN1t6n2e3yM-?d>YPAU4gv>$3UIr{#sQpr&W@2GKGB-7KI=FunqyEhz~bD
z02sEd{n_3lA^rOH-Ay+;e&WP&|5Es9pFx4dh11crIFxi{0tGmtt31?&ND_+eeYCnq
zUB<X795+pN9^@tFHb!cCOHHe19Fkhc%-TA#@==C7EgbtXm{`-8^A#F5pOq1TQBHm<
ztD8<IY52&o;SM9{-Lq7-JkL2BJx3jF4{c9K_Q-(aX=X6!0ObZTrE`p9_xrCw3Jn(p
z>Ucph!<3M7lc+3)YMq>V(g_w9UhNyehCHBM_ngt=MmL6ykG>~RJN3pxYWrKZw`^^X
z{q=Q7UnQl5W6$cPou=h@m)Y2pd)L_Sdb_lGBiIK?{_F0ow0<tgFC|3JD=+1f*EF`;
z;|R#n#EF$_3;wXNNwcmUdkc7it4}#S74`v0Q5K5+%|NB$-b4fLiYX_lvFm5u&Cd~E
zk6J(Lr-(cRhSrjCWgLp+v<4v)bYaOv6&qvS2PbX6Glkkk0D;FW&&oNKTzfF>v3mh}
z!4$q5ipB2e0>L~f4%p1m+b#0GsZ<h)hwmn2YU-Z`PRUb#Hyi9k3|We83_s3hT{?Hc
zz^C)?YE^8=Q}KH>^sasdrbqPAV^7xhD4AgudE^KbfH3SS^#e|KJh8gq4{K}D1^%48
z%x)mqr<kP!5`rl0pYrHsqpM^kbtDD6s65+l&vtn^FyX=At|g0Cv5qg3Q?8+0QE7LG
zR#${JG%;=EvxY1fd$M>64z}iY=k?~34Fyb0nMdv1^iT5##ih}quq~Wo!Ign?Vo5p9
zz9GcjC(}s!k3ark{*jVSCjL>)wvv&ey%fqUgn3iVS8LA)8iWFhA8(kNovnQR>piba
z>{oLi{B4JB@ip)F1?`|@V%K9FJa?*fFBCsqkegzu_v!1$fl;~Hu<vy-Y1`*kl@{=!
z@+wr#qHUNruQYXKK}v16kq#HFvFAm!H3WJH;L)}A;^t9~1(Cd!xQf^P*Gd>EQ-48w
zBa2bRnl)mKdBm+hY?ep^nN57UjsO26=;-jq55h!Qm5GN4e=l9i6u`s-95L#FyM;?M
zP2=R*B6IA-iQSeXKJ3q~n4=&sFJ_ThQ{DN0t3<d+C>JW`xJ?SC1fxzBR47!y8YW^n
zDaLwhZiGljojB1QM=feU7^bsPQWC_?JysfLwC$87e&X?c@h{bg>I)tMDe`6cdMi6t
z8j0^mLZcA{AWw^(-HU2L?1$wk$xz5_TJTN00fh8I9!}{ZRG9P_Y$7`wb;T9a8;baL
zmUN0es_<P*=AbzrmzypfzgSZg%P0+qhRGZI*mmcMiCO`m!ab=L^!WSrUtfNS1)tw?
zG76P1cx0RjCOC8zORYH^qb7gXkG}U8lsXzGyf3ESITrk)cAP$?9@Nb4y?X)1p0<2%
zp$wuaLI!4vn2fzO-}4t93%!0-eXYJS6deJb0k4CH4|mRTe79)DDmk<qz4-g0l3lFn
zej)zL8j6Jl2tc;<`G-W&gJ}nhIIsVB*D^!;Lgv!5$>lKmg2`i9>+w_{1b||y7QD5l
zLw$*c?=9Dqdd{bad2D)p+I7(AiVK&agArW7$qByX%);}|jyHae@PwP^*%s8-tCE~~
zqhQEC-mkAfViOh?wk5giS*cP=3aT<%Qm)I9(2lmEA&mexQxVtMSe*FU`9fw)0<a-4
zs<5{Z+b8c9PT@MxVF)Jr?&(<Ff`rq<mi$PAzav9^zv6ZUN(#`DCxM2Hj43~4NK1u|
z(f4V!6t<`c_yaHn(Uzm+ij_U=jN!&<z6aMpK%qHJrIrZwY-&G#98W1?S>59%ye-5;
z5S)|ZZ@Aa(+wcpS_Zl*;|IiVR^A>f7Ndw}MARC}4$nh`N9$))(c^cllh)4R+`#D|w
z(6pAL1gZ^8%OzstVlZ12#TxJv6Pk(}mXGewA29wTVI13wYlKp6=Hp!71Bo}kP~@qX
zb$P91VAJ4>)+eEoP3%v)p-aPIy{gIh*M|H9kF|MiZ1O}NWwtyh)rUD8fg|uTcTKl7
zxut9oCE2-oF@fmi!EB-m;?kUw_bxnti_eC~1a)4w;Pf@`xQ;(F2Xya(^a<6aY2rh{
zfQ}k<$E!A{A8yhDt)aW4%ym9E8@xE_$k4wRt^dj5v<56q^=aT#58u&Ht{k$opm~tv
zyF1%EK8uRtNN8fkYj3tA0bSF+MyC2K(Vj4E>!x*^Jw0`)p+`9@_n|xCn~JZ8tDrCu
z1PZaJnOXVEVaEN=7SIH<ulP$#;j*#QG>@9X<op)J?)*Gq%dY>cN)BF^yVao{u3G%`
zq89Z-b#^E@_j66Er|DHIF*wE=fF2@n-bZfnddWk;4^#`{WLZo<cm6M<u}o4BrBG(N
z0<`(>s5HhSd^8ebTC<}T(%ePV*StBt?CU%&_eIxv7PYr$I=t#sqTuIzN%j0P+FFnp
zq3XxlI>NXZK$%aAb>XOT7TG(o2wN-~LhD(`*4;1e8-M63TGze|P&0Sj+I*Q7z8$#B
z?6ph+rcQJ}(5^>n)fd?<EXLXxv**DcskQo3TwZ#;Sy#Y{WPuGZNl%Z!90y;F!mf_)
zJoxu)cg1V$vr)(HC-Ur@F)ZU)M}wW3B8Ul2(;vTlLEn4ZEo0C_$ypI<aOF(Fh$Qp+
zX?;SJQ$B?x59n1!fXU*U2Odikr*Dzj+ej_X7(+a}#xX)|fwOZj;0@Me`}IBlD%AcE
z04z-Q?mQRR(6-c3TQ?4+#|B&Ay1}ZCVOE5A3ksM~wZFiXH)Nqd{O^K$t1gR!1`aKK
z@3%CM=}gsO!z2avwz%)rwnt5o7QgEpG(be?QMoC2fQ#fQ2LJJqU8J9Mop)#^pcFx^
z@|+jd)RrO9!#REJP@NZnZOav&S8u+-NsJ$#@=qmz6)3!C9RC68MoH%xhca^y94=TI
zNT;g2tkR&uTw9;v<_M^Wj_##5FN+u~+U*+0U*FalN<A$3Y#=JDpHI%qXR^kUbSZ>!
zN1k}_c??A}01q~r8c%^t*Yi@trmiQqzMJ&DEqn(qi=7jK4stz(01jA%ZeaO>e%%3_
z&l_ah_T(PC`t)s5U_<W#Hls#IRmEueK{9da5GwIsscEN>11}j0l8e-yS+dLaO|r+{
z{KAo^tSP&wN4IXU$D4wy*KHW0ccgkn0YTMij_#Kk^#q>#bh~V{wOE}Up|(HT^J-V?
zM8#PDZ|9vyJlfjFx>mQ-G<h*gE3cpsaQ#QK*AdTFm`4G4uUq#%aFNt2Pls`g-T<DG
zXQ|+mG=g1*QZAm<xTiEC%KP3=8>AJ(4(%*{an%efjj5{gB??8=!|p8Ja4y+YUJ6p`
z{=<i64o6xRN|h?UpTBXXj)W)$#e<=f`)b*?!Z{E{K1nqNw87}d$BIm-%u$0K&Q&}k
zUyHq;eY+Ky#TG9%(MPL5y8t4^kj|!p$PaOnXBTyf>`e6r#e!;rbdkR4s%^*(=%!}`
zX2drMIoH-uPl$-V#Vp~4)aoK#39w)wCJB@Fyk1t$&huYaA&4PZW2G=2WL>Y_XoPZT
z7isCZ%*_5gNYU_+2=7?GToE@oP?fE!;;aofG#n_D5gFcBZD+MqgJ1}QAZU>za*u(t
zJ+HnV@%`gD6ZfFzVV5Ew4{N{Y<-d!(IzUv?urLX3;bCD72zf<Si#7=~ILgo?8uyrq
z6REp<FV)FNh^u^qiKr|k7wu_bM{lQ+!1WVk!$Lz7#z*xy_Vv5ioky1-e5LN3Oj{!L
zd19KZfBVfLuFM}~vZ$MOSYz;Hm;uqwz__9Is(t!J9g)SKv87iUh<<QS1*=Q0JUX**
z6za<U{q*bel};qSp<GBvzk5A+$j{cj$oY$q=d3`f+^OTSomA4xvl6Ug>1Fk#-YU*Y
z6|ERj6-tu#la{V$^hH#*jEErEXUGkx@W5;L6zy^Fy5iX9<xK-h6pqlw5Azxv1J-wq
zo-r&>G!Egq{vFL3ZA6#`<TFb?ZwX#}<Ena;NZTa$R<UMQD@&bBO_wK)0Z+~)&4<J@
zkTxMgUb{W@-4(f;SJm|pN(q=1x)3G;ON$qaPH)ns&H+6NLJDI!B0fF(N-!T^qd;cZ
z;v7bKV^QRkbg8Xijw+8TcH8@|7_l5We0UcfT*QO6CH?kj&8Uq+{A8ukSJXLl!~zzE
z2KuZW=5AhM?C{}}a(1=v2g5%!k7l+NDz}jnBNeZhi67uLWx?;tlj?I8dotY{uR0z=
zp<)Wx1K_IP)V<V3p<9qZoKsU%QE2WI3;?t2x!Ou5d1PLCFFJ#FX%lwHU#SjIr!ORY
z^$R`isEu?XdsA~hyUGK-w!d)zQ&{Ly7oqaLBKBwBU+qOE2#uS4;vRi1t)eg#2o1RT
zb@P7!iG{>~LW$`XzGv0Az_d%Acd|-;ULg4bw0@mCWl>u7TVuENW|j->f*+vFWV0n~
z=`D`$9e*dKu3DZdT<mKU*+OrFYIKfn`Noub1w;yn61QILcOqkS^gZNdMW_U`7bKc&
z-gs8hx^_7Z0HWfCM?<s&Rkm$dw{>x-BOqm_lG*k2yu$V^80xKN-oV;+GjKL?d5QHm
zXUPkh3wGXHese;lV`nsFzhLu%J>Am|{x#c1r548d(2*lE^8SA9251FjDC+M2tQV}`
z7G8T$5Q-d<IilR$!O%xsXIh^3U(;SxQ&)%^%PNK2B_$^|H=pcQ%R2YploR~theTz2
z;?l$e?7tBpB*&?Zx^HdXB#q#%Ut&+3n6Y-P&ca2Dz~i6UC`*n`8<l?L3S*668=VEA
zGFZB)hxOk;xBHpVLzYOEhs4Gm;!%t7O&}a*nncge%j$irP3Tt3KE4A2J%WdD^1f#m
z`C(~6sHrG+St!SL_&%bNQ8y`>bH{Cc)^t8O;SBG&9`1)uk2?_rT1kISQT5~9cI~4_
zH9V2wi{Gav=J)${3vwQzs`tXzB}MX!xMVQ1MR~hqQv84TX-4L{^37aPJ_FPS?p5)V
z1;V>l|G~)ozW#Ab!8Jinp{o7y;M-91-XK!+p`FolBfDeH>c{(B?L9|_c_u|4BOi(^
z2+Rh{<zHO~hr3xOFhOdQ&f<DuI3;jEAzn$!Z0M#LdF}Mlf_rj;mxNR)5a37$G-*!k
zq6J&9VR{A%FCn%db*w$rWtx2d{{4|t>rqx9Q{kb}%N}?7)5i8)!%J_2(I^T*q8M#p
zt31qlftQ0iemLT#!H$>)-wlrWz#yu3CiR^du=UDm>mn31yom<h#2leQckZaE6mHI*
zrF)N}#HDH`hX{46k57v8ti^ngXafQJmjY2R-pj0HTd?D~f=iAC_dLdnX&Xwmyu3Uy
zL+R*v!r7sLEDJNknWz8y+`i|Hsbu9p|LhjaI*8Yk{9AVou}ayXbgALxAHUb!0bUcj
zf9|9)yQg(|81^?X@W^jiSQ!qIVNvMb8+8IdrqK2p81#n=f^#i4?H+kJ6E{;TRIVTO
z9_8tm9{aDy#^GWmFm);_Bv=V0F@8zE<=jM&_VRH5-Lc=Fk33S6H@35ur_)O@-xoUZ
z$vy(23a8geEAYa?^WN{Dn*))nYH1a>Ozh_}Q+ChZy@>8aIma8)=-Z9Pw4=Ghp=ZPL
z@dL#l(8R!E{cd7zxi?y<3>Ywtss}*j;K`HozOK0UTkR!0m|E*v{QH@(czIOJt{}yU
z_U+$4l=)Q5owyX3D3eo=s~_%^JPXmTfC#Ou>NBF7wjnJ8;^rosqA-W@TbEVaq8Zzs
zn2FT~y@U9J_;L|OXj@v={iE9jp~<UPVwe)GxkgL1K{SAiprHj(+lC%<>)Mk?yK8xl
z|4j@=I(YhIYvcwIWiUB&NwK};S$9?4#<J}XiZ3y64RiTlG5uc$aNT?F*I+@+?8=ki
z(I2%4q8p*YW#(-difpgW$8>k2=cn)>^`WE4^{W%dk?pEQyLuV#J9pCW?&=R0HrV>a
zD?|mquT|~y_fXmV?J`$cZ{{97Yk9`wF%VO{FujKa1RFG)2wUcDt?oX<WhDoO7V3DQ
z1cQKk_w@C;KI8id869N`aTRDbcVIP=@_og++1*8>VP|tDs_pujJ|@eBStNF2-gO%*
znbmkEgc5g+C@^8-_l1Or5|w!z_=Pv?qtBm1WF<I9kRVm_2f1T1kXBQ!;0EHE=$Umw
zW<e<Z4}#Q=E`ag0i$a|s-eYl2dQih%=Qjuy$Z_=kIevX?A*T|Pu67Hb^0~jVk!j}(
zFA61uSq1@p*AUi|`LZ)2*KeAgw$cfsExq}{V1fK&bT9Q^p8XH-nV7Rhc>J3YlZ>;v
zy>CKsy6|V9$r0@ZLQ2L|VP1I`(?=Zsy75w}V01k^Ja!`SS+L+xWw8DZTud{YuRLze
zm(#1q73|}`j@sicH5AIPC_RzKZcZN_$+OFqP9Iho%X4se^JFPf6w76DhUt&)M?XL)
zfgfi;f;cx5DG6|h!`oNAjSPQxGUqC?3M>;J{x@XwzdISi1dyK7lD)~i$9GrWet7>r
z=jZ0%avjjRhTJbtZVGp}hgr5i<+MDzpI)pfAZtMr?0~q)@jokCI6@ZZ3c&WFtxXJb
z@AJ+@r?tgu`6lgPgdicXNyjJ6{^GkY4Svo%Hv-W58IIaY9cwSk&!^uJqVXL&Oc2EN
z2r_;4FnRzEGQcSfxat>-jNKLpIhlN~V4d-W%rPZQ5F}muwhF>y+xt5s=jgViS*_7m
zo)>E@1depn!`VY+X6Mr{|Mdp)T$zIGZ>F->q1jRh1sLc2(pdXTFI~RXRW$7k)&hmu
zYDZ3T&Q{@#5e&t9+if@OkaqU^M+uB^i(&`H5^IR9xkELl$@@M(G^>>q+e3KX`TJk9
zX>yx1#JYBy1QV0dUe^WyGYJ*m^L1I3O@jsxHe=RLt@oV+R~mHppzQ;+!OKm$pkUQy
zNeRi$ottExTwGLtvyfpO&S+mL+@CyoH!pppd2dV#)yxm7b<M6bZfQp=)=#k#gAeQ5
zFY^GUs1pzqQ4-9sxBs)!>m|?N8lb^xAdrqPEwd~v4)Df~^Tw8ogC_`fu|S^gMbO(6
zg<{Qt?~hNFoJ^)HoHJv8@!xt;Z9))D8tMGv{JE3)xZIB<j%)jR0uXF%$?Yd@1L9ht
zEZ2NmlXJ=XL=$~p;zPfa8{IG4*9A^+xB=3`<S<%$K)%vGCdRQQv(g<+UzSZ6c$~<0
z3hN4p3u$R-r;JCA>z}ME)}biRC!qH{Zh7T-itd#mYq8s9fDVC3Q!a}VPrAjA$vZ1q
z@~lwVi&%A&w;_NrVkz1mc>>D2Z(c&Cp|WJbf&fg7U}Q=MoI8EmwfyHN+W8#fbbEoG
ze*mqe(4J<#{B!kReycz9?%#hOKxl^I#Ia)o(f29#bE)r2j4_S#&WlVg);S&<TV`+X
z#5nq?`1qS^FD9Hl`{02|5``qy>~FCa;+n16XZt-4cl@7buqh|3r@|Mx*-8;==IfXP
zmYRxVaB0T}l(fAi?3ls(`2=k14%FsB0NgXxYetwysNGvWZj`+2ZPdXl?yUY=Wb$*`
zp540-mKk?wo6FydD6;Erop{uUn3=_}L@G058w_L8OR^sz)_%^_FlDs<Y*gx7RoTEn
zDk>wcw>QYWXL;tCdFSHSzT-tgy35H8-|;yucEP%4$5kfeYo=A6lSkjSITkDaTD|v;
zy3psN+`{qq*7njd(IFw-#Y8k+kp!$?DA}lX+lPC?C~WTB9ufjZgd0~eo5?nrxq|Z(
z%l5E%d$;q>GW++oa_Wdk`E*6QNFEl3v>~CPTedqXDQSv;#A^T~3r!_Tv5JL$VMfXd
zTY$YAkOCGa`+w51xNvJu^DOPCJ&GA=7zB!s&lh@96;ZY*F`wirgA%SYIhT`D+Z<@b
z_a|@TZV&_;eD%6BzLYF_C+CMhN~23ZVc;W)f~E>bcK`;XfnISiEyDDa;z5uo!dOAU
zMkz7@DUw(v4`sj_QZWvbel&Vq^u6|PmDj^y@CVb|2ve|8%3FtaC`f##ZP_Fj_r?dz
z@b05$WtSTCgO$B<6ez021O@G`4Ys_!c?=?mc9KA}D0Dm2zW<E}N=VR=ufG-g_qIq7
zmO+LaWGQ{j$N-NGKk9P^DNCymsUc4g9UM#fKwa!#u2`CdXRa&i5h40xj03c3rOud%
zq<oq~<ns+MeHz-@XSRj$1SMKu#fQU&uPhZ~^6xLVt6O%MZI9vhL?NwZ)=4cpJKJ1h
z8Nv~}#fxY7e=MKHZ$8I8L7YYs)mVHnw!u=5TGDx%{ByAx_P~r`?-7zGG!H6e*_V{v
zf(6t3nF|6<KePSk3#qLyUrwT$U&h|QEU%}=GmXRXM^a^wnXu%47)?cb>6EP|u4T2l
zJy&Nf31o;BszhQcJrHbU>+5r|g1hIzNbIC+W7X+1?4x@S)?OTyg_2Q0j`;TJ^&!`3
z=X`GVn8>J`m0?kVca~;aS{emL0Llt5;lO2Svu!<QK%p@;3ROl?l73Y+U_ifDaQ$JT
zvKRjKEblN8Qn|4i!POlK#RW?jbt)Z85)<+JOYQnzbS-FB1R0bAtS_9E>&mqB^osb9
z15ofxnxxJ96w$LTVB`~*inDV)R;|iMA{NTHqo8g%{qZ(04f|mrKt$qaiG!;Ga}_=R
zym>vrQC8Y@F1~w<ikvu3#t_#F5~f-G7UxvZQo`<62ybZ{a}A%Geu+n0_SfRSCnYQH
zpHZ9?-WcIhv*Dv6p0-~xnB1+cp`lvfItC>S3BmHcDBM?$JziV36~E}&63@w2&6ARM
za2Cz^Ki59#BqtwLm3@x}XavdmE49Yx-dDWRs&7LhzK0wizIxTF+Z2j5mG$BD+(B+*
zkKe|g>OGK$y7It*v*XKe-!>GR-?@7cIdF`#nF}sHAy*wv*VDB=M`rNWgC;kuHQL<R
zCh5cN#)e_A5I!gj9z3^WAl(r&FI3_RC;^y;<4&d?ou?~Nq2u+v6U_sIV4_T>MrOgN
z!W_D+rI`Hs3gAWPW=kixoY~$(d(K|Pi6*lE-$aiHZP>=|yHGiXT);s^jQ_!cVaG8Y
z{}ko`wAMA<IPf^=zrh7Ds|g{`yl3IDtztL9Q*6bU_iu$79XfpYu0tCyX%E&vb*l`;
zQ#;qFl}p{ow=QIDc&}Wi`5lH(5~*ovKAe6qa{+#UF2FKN;<A*yw_pco^b8`Mz>+8(
z);zs7m{<@Z8%+U#ovt!GgE%y_tV@IL%?CnrN5d<u!1j_U#HJxJWLH{cPbx(^bib~y
zhXj*-GhJO94m7L347^;s91M|QBe*LH3IQQ87P$4}vo$<dA3kQmPqQDSCum|xmA$Re
z-pjR-z&Daq21RB5pT`L&HQ)LGnf@sa61aO0oiu3xCBGOH1XoO9g%XJ8v~v|>Qb#Dg
zWNn9lNEj;=15jK|M=m`9VyR^n@6W&E@zY`8$#5>SgsZ`tVu?rV9L|E?H(u*_HywcM
zC&98IwOH59&m2fdyye!`(Ui&uj~v;ZnVG5hu+&{$*vYvfUq&j8pqTR96qXJ~c7Vy@
z=C^NeP5DyWnc~jm$LsmbmCD7xSsK@q`DPp+8=#u<g=WIRD_0RcMd1ABXR4bwaeM?j
z44_8uxi36?7E^SM(J>izSjdhaI0nNU5IKS>B+4-Qu#xtf{G*)rceQ?33Z$G~q|OWT
zF9Zh}+WI&M?cB4ty(;-&lWlC!eg^FGsq5<fzd0Yil`GC>$fJPiyLMgbx5a5`R&X?m
zAbw0ir@^HS9vn&-5QL21-#WV)9Tl&JhAXed|I6e@_6}z+HC!<TBVjvn!Ix`arT}2)
z0MOZHcn+>8Ue~z6kilWzv=q;P0uYa&;jl|o5SDu3V<Y1;(XT>Gb??zb^!%tb#1Fh?
z&4u~W@;!R>YGfIFo&XT(<+_3Tx2AqozI39Oga7KF8>q?=E&gsc5hyIMw?B~m?y8(9
zJpfuOiaUoFO-HK>_qLQqk1~lNW1^oRKj1^xWo@gr-|!PDYLG>OpzRnFLLEgc-<Enf
zn?g-MMdxDu2a0-W>(=Z_i{~lrJuketV#=Uup7=4r)7p<DzITK}r()!bt`6scTGM_C
z3ePsL*zj{z)*-dmNp64f(@&Vd<i^{d4hYu2K7ZQ4wt3N@Q(_`7P}!WaKJrB`El;fz
z7=bs4z2nfi0=Nf}su($OluO}{3HtgkpST1ZKe_oot4QM&V@md#><7rc2@1|PrZNVH
zrjn3G+j`vcWyQM&IQ8#uSC|M{i`bzjiNgC}*{^GMe+6xvljNP0^>Uzibb=%hBR5bE
z4QO{~AvCF&Gg*iuH!ZmuxBz+y#0nEDDMoM*&>-Nvt}xlz^~$li^X6d(HWV=-LYhRI
zWYBEs*p|l*g$!q%-1gpFB$7-FaG@n8oZBi>d^Z4N$y!K-?^Gp)Lbnq$d9!GdkoG85
z6x++wJz#=J^9LNXlOal^`Us+htCmtQUjsJhemn5u<+^dJF5B}eEIpp&`tquItNWWZ
z`urnbYVB5P?D{>pUh3`mItNT;H1KX0K(`l0#03FHG{$Uxk|*Y<#A)JgS?aA`P@=>b
zB*FwadIbFG5Jk}l@?Sox@>QXuhk8m)V?ZV|$dcYO@m8jPFOI0c`f^>2nVkH;x{IG?
zCL?F!^MWpk1c+~!xR9CRcn}@bcQDi<;r7Seh;q2mds)KvF{einToxMZ+^lSUzvz2i
z4$a<;A{d{Z;c9BPejxBX5^Lf&2ZO%d9L{nN2tRKVz8hZ#gTfqcJ2t2wNKI=>jLLTz
zU5_FD6er(j(iDw3wB5+q-Tdsdjit0awWEZCiSNtfD_Z$r8-=sA%GS4IP$-Sd)eZ+^
zWXY+HWSa1kzz<7+UEIm0DN>RF9d8OU4WovMpM2HjeAkp4t|=v7Yd)d=!eo&5*R+3w
zxA$l?qCc!}FOM(xXa%`$q^%c9F@K8nXEm#nmngM_2HD&CxY><H9O26*T9KZ_pA^jB
z@vXxBjpQ&{b_R9rvg=vkX^cUjM`<J5xBWaJ6J8YkVZ!Lct8oD1?6Fm-R(UK-$yw{b
zmtoAi<P|%5iRM#J<C1Qt51)31Cyb?t6r(Ugfg+R@V!fFtLA6$C_uH*FG13g_h}f?3
zjD1PNA@WlQRf=}``_#-)om4e{{vfsTGuvD<b;kjG1O8#(wX3L+r-IG?iIHJV#ypg=
zBgv-^liNi})n4rUGf*ojQ&Plqf$pA-Drk@a=tx~wSXd|oD6U{^WSP9p*E^Po8FAx3
z*4?RWJ?dfZ47VtN(B$hsf7c+jes3<e!(4_?P@at{Y?yT+$6=b%T_}*kab-qgK96NQ
zIs&@kLHxeQ)LTT(f-*i1QB*KHv{wj@LD)g!Zcrf?byF?|^$jg>BTu!`=M6#0*bZT_
z8~Gd9?K4pe0867Dub8u}Z7ITn-%ufzIlhgd6I*jzw)dJoeY!7=HQ)1?lS*)G{sCn<
zcZ37N30|z0-37%hl$?TZ0r+<Ed#z3kKO1$sVK`MW7PdR`gve#_VyRrGaC8d7@{vs{
zdJaqW6u4E5o2Zn`N8X0EOxf%D4}DQ+z-B#5%6^x>v2w{?uHo6JS(CNCmS6=_Paw`0
zDtm-zPboC>MWNxftx=irau>fX+Qr?iYi&Km1oaM*c`M~qJYG^vG7c7DO=Nqm<?+rd
z8)inRQO=2Bsm7bVOr#j29=y3WKx7QIWv$UL39fW02n|vIi3t^~<&bTyov2Seb3a+v
zLYn;^R`@g|_l|`;{@kKqzm7}1FAWCC&4;Jfz?(N+x$<@D&yG~`L}tq9ZqwvNgDGZa
zzjOH{qlyb?KSEb0Wp#n#`I@?V-c?ZT-$eRAh~iPkKRzxZ9m5d=A#Z-NpPzf6Y23lr
z>Zun-bC22vfRV0RwMw`SZ2R{5942W+f~IFsxc<-8Np0B;_dcYYxHXrOGFb20Z;w%~
z{cu%P34}Ehgy{oA<zfe<ctIEOf_9W!b*45;mM|dbDA*4gJ*0Gpo$WXN)D~_$Vs4(6
zPXOoQ$O>N!{2D~&KmhM=X1!o(+g$NNawrf|=$S+-C@RT8gM>~;7^a{yg^Fwss``33
zlNts4CDB>(cZ8gPD_nQ|gZMG&XD#&(2e~_mSDVA7M?MuqH;X3-;|5han?!v^g8>n;
zU3XwvRKZ-J7}hF6@8CPJF4&IM0}l7W-|pG3(Dv^{>?;mrJWQxtQ9tpwgld&!0=?2?
zM2hdPXymMrAzb&ykFO_4zMJ*m7^W~w!9j*O;qH*ROAA5@^teavcCKTOL+`(Rl1cj@
z8g0~YLTtk@EPD5MvrJ7Tb)pSo#1Vr_5*tnY5sBkrBqoa~eNPVmP5}+}`|;mD(HFya
zMJnz>Ey!3RA`s!U@MX_ah8Vzm5GQ99=)&!A8HF<h1q|)hC<PNuf%n1UF^c2DgbYD|
z0ng*Zmor4iUtPc3h=C5i35H8w+J9WS)Xu)rlncJ}pU{#o_nE?S2z-6)SjqqJM6_#4
z+4y!+)sg6gw>krWXwIgzthVXAKqXuTih)=tBt|qPsAeeHA!`WOh|WMl_T;%7`|^en
zQkvFMg>h-s-I=)L^-xn`MCl%OkPh>!*(vO49ugMw*LAfVaoE9fc`)nO_c$eAKc!l|
z=8D<9o7mxN9-*Z1TpIHOj@`JQ!Oi^q@x1j*zFo<T@#V6NKm@A3G;)kQ@kU|LpzZ-v
zZye|=Cub&JlwYZDUEH?)-ue+aSo|w~X;0=5E#;TprvLMoxY_)2ug)Wm@vAs>m*PYv
zenq;=a9G5zVoGwcJ;e6^^+Kk7KnL1OH(%R@>WiUVo}9Qd==Ux4Ld8q3@av?ltraAY
z6mV=n9~EGE>M}9Ug|))i-0|YuJyzTq6x4;W7z!J)hXm~7Y}8GDkfn7I+S=m<ltnQh
zuwig2OTE3k@=fukd;CAqBv-$cy#3yfbnfJv4i_YR*dQT85El})HSJh?X92DL_x+{C
zkK29S)9qiLp;-r{wAACd*yUYSx3ld}+LK|^{cCse6ss0XC@BpT!Xz=P$eJM;;-pX|
z!WcVkYcmsSD)P|(Jk%Z_PwblPuXp|XSS)uKL^^cv;LeVg>qDS9mlLOX!k<h2=VLgT
m_5by=`tM}?&xhXjtCM_t*ZpU@9atd2FLSebGm=bQ0{<5R9nf+B

literal 0
HcmV?d00001

diff --git a/_images/edf933cafbc0e05ad7b5f3613e9a9a03b73d5dec09668d05bb84465d702c36e4.png b/_images/edf933cafbc0e05ad7b5f3613e9a9a03b73d5dec09668d05bb84465d702c36e4.png
deleted file mode 100644
index 020068690c49acf66b1b5c02dd39c6a66224edd7..0000000000000000000000000000000000000000
GIT binary patch
literal 0
HcmV?d00001

literal 84500
zcmb?@1yq%7*CwbaA=03vq;w+<N=iwCNDD}JgOrjAC?ZIAh=TMXBm|@c>5vu)3F(%a
z{rJ7}egCZa*P1nJ=3UEIJe>2K`?>EO*S_|(p9r=4^0?UK*l1{IxC-}VG|<p4>Z75d
zZ)0ADSEx#ckY5P9$v$w?bbRdQY3gEuref;mWasE+XZ`4=hlPu)wW9+cr!Xfk`%No1
zHz!vSE-w3jzk$=y#gdEm{>3r42$s`5Jy$d|JX7Qk`a8*dYczB;GzFQvT3#u?r#zp0
z8$JKLHCivIL`OhJNdKt#yXd=mO{#Yzc~%ALf9&JV9)8e%uRWY)^Fh5_Tb6)c`x3z;
zhA*USSczrr^^KAat~G?_Q@*ju2RmCG+4bp161?kv0X@PS*?m_0<iYq-n6&V}dA8hw
zi~szL>B`U<|Ig3Y0~z%H^$tu^wAXf6$a~=f==aJP|M}?UoB#K3E_YfT;ULDwupKGn
zac71LUiy2HaJu`MYUW1*p6dqnbD_8tp;DQjo0@{YeEFh0TH~|#etmMI;rLphW<I=)
z`9X=v-Ml&DfKzw4&<EY(o{D1o3Dg@dV~O;K%)$80S`1@^Qkd%V?#lxq?yDoqetRp!
zY=h3Eq@)ZC44b3I0T$y`rY)E4?Cf??0uGbc_4W0msl}6)59iunnwgq5m72BhqVjWc
ze*F3+zdBO1^PLs$J@2vU3L4yac;UNY8x0K&UPkUvwQM=u%edsb19OE%Mb=Zb0*$Bp
z6sLdo1}CbV=j7_@>b^JleR4<+3BllaSkduD4dcp{ouz*I%U7?zVj<W$IJm{a5^>vp
zd_GeaHUj&?GO}z_HNMB)cQVzS*2V>pjmXZXXH<M+a=1AQi(iV?WG0TJ5RAs9xcy^x
zHmI^v!1rJs<HvNpZ{6|wr|Rlz6MOrpu&^s1bc()?3K0<zDJUxXEIVJkeD%jh<2jRv
z$iu2{y}d7C(|Aoj2P(H$Sr3MmlyHAE{FFE0@%uXuB_*ZTM*V?X#OUBLZx0ddVzmNt
z-p$N^_Ey_re-imDufZLfeM=JPP7&7JNRSS@#$!FeFztVAPs(X<FIO=R69*^TqAQ+K
z$SKfyuC3H*R_eX>hqiD6`oq~Unr%jufbEEhrKNo7qt<tt`PV1}9iFV0*83jFWvXo+
zZ#1r=>?f;Z9#-1)S3A!sw_7r(s2-S5iF!oFbLbCb$>Okca0vUKR8LFz`udXdTfL%D
zfmNDH@kXkFajNs%428$B>8=>b%gB_tEGRY{EmBOOe*7@uG^oClD&p=oAs0=l;Nv4g
z#%b`mvlA<@KU;pVF(BY^cR~|<xhgEmg-RE8Z)voc1}?OCc6!WiRF@ER@d_akQA+}k
z884Niqhs%f;)btnQ54<>Q=aM{hV8~HSh~#6#l*$c3$!T3ecqV1grbiJ+k6g0|Ni}Z
z-#c}Bu&=MS#r1g;qh%IKTCCb1Cm4e9vrJy4ae!&b@%Zdo)sGg}ZDSJ<5PWHCTR~OY
zj^5|$AF$%Ln`uZjs`tt4xANLuidp}lU*!N!;k4MDDAwu@2PSc{DQ)DtCLs5cI;ycz
z63l&}yjP;DY~`j^7~!A8Lws`bubI+en7Fv#Trg>^V$0ziSA9^_;yyA?PTWNgD=%cg
zXKFK_>3%erooxx@4TgQ}4*u)<ky(#gpZgRm#j|7G(b9V3pug}nZZF#VaFe#bzn@(n
zb=A_+vc4ETbP=DLI<46Gp`IR(!=zAFcJ|i6LGN}#nz-*H*sH~F$zvs^7r|n(;aGd?
zA1B|ocXKU|rjd+R%*_Hz2}D_bo0&<UpEpk|23vb97fOIl8_fOu7w(HeEB@N^01u&z
zheel7`ZDfbr4r%q+F2bfPFE$6m|a}Fe8=3}JpQ<-sAzfWlc4SB#|1c*?gXB>kWt&g
zJY31sU844As=33hxuFlbFMqbaxHxXkCM<kIQc@C*<atO)2q(dRtUT+pi-$+s^mN+p
zuA7MGx?RQbbhWdz=lQQ2+$LyX6jB9R+dZNib(=n_WSyIPd&BzD9}H?-sy}^lg`<e3
z5|zuAiz=zC{1&DI#>g#jLk_}G)@O|Zt=;9pu(gRQ*R7we%EvSkPZIK1E#1$+pN_yM
zm<?<BRg(C<*K4Rm+<tU%HJbNl$yV3aHf&13j%T|pe5DlgdNr7@y1Hm<VKw}oMAYN=
zO(CHNq4=;(H)8(U5XSgqjjQmJLvDyPCPVMkhYB>qIy&z4qzJcw?WTziafy<08Fj-N
zmxe!(k+A8^H$A&j_^|T%t5^6VMfzcJal@{?+N^O;&W?VKHR!?-J*aY^3N-2^wTdm8
z@jq7aOo8yf^RHli;ah8K2*hF@+YxsE^Ha}wcD<*uu|(9=)IJt-uGwHvl#>1_@Fn;J
z1VO2(RNs;XEr;K0yTK-<Kg@`Wv5Vs}ruOtaP<9sc`+M1pJ~44Vy}#)QlUAnTmGFNu
z&%YddOhG}xd)eS4A)}%>s{j|0wr(k);ID*K*u+7wa5Cz0pFJChn2%Ee;dNpKUP~po
z;8?`-=gl)S=OOK0US4V_J3V??#PgV6n<KwPGTPNU*yjKI`2U*RkPH5IX)_`G<x4#5
zkP9?4=@<OIJ-wHy#%<PiRWpqC3(nu@Duo$?qmQz?3lXrLCcu1rG~@0?NNr(wG?3cB
z2P<rbzh0+p7z)85TbiiiT3=s>u%g!R#JkpQxmi{6)O@86I|nwI&#Ld{d)?w_smu(&
z<9$79GBUDuu)O8zdQphWQkiNckG~~RPO*uIBppoq;(`1A{{4HYFY}^hPfDjReX#n!
zS7Se3f&OEuKig-*%*?FDYl{w&C#9%|vg1susAsk7ujutjl>Nl(goJw&DEla)T}|-j
z`-6EZ!k+7t-~*4qfFmh|33D|%n?rD-s8vljcX}mvex(QeTwIjve9f5dJDDy2GC{zW
z^ev}h*4<~9g&STzENbiOdJ#n-$O}OPf`+`8mk{{Oua)5s-qugKd2uwa+(b@H{W=8Z
z=&x~XmWrq+et!K{{B?UH`ic7%bv^e`Zxk7C-@e_3b$FxPvNumAg7EO@Xm)AoT@{y@
z*dzlFi5n#J>?cRt%yEh<BSpuPb6?{*x}IIZb8>fIfUV*Oi<UnaL)lZbzofB*_wKGu
zkOlgm{!xcipQoDM1L0+7=$fh6K>1%36r%(?HT!$4oPmjH1qEs9Djpu5&+bxF1ko+E
z55qpkaEwLzRhP@sjE5WieBmpV)YS07%|DNf#BVQj@i|V{DIYZY9&kF=ZC&>8@OZ<b
z8LAM=6qAyYQuMvpxG_2`Og>KrCqp@r*Qb~S8)L35%B&?6cc@U0h=PJ5iQl?8hF+dG
z)puiBeA@58(7?c;1chpAX?dpoLB~RbQ&>20c`#qI=%D~06lYggv+eoL#Gk77?>`>M
zQ4kUpHG}vJd8uvclV|yG+sWeMVyMQ^_RHRpkr4<$i+?2Gcw4~P0bs16ghfRMi;X4E
zPIh|j0$zqJEA;-wiZYy)fFi)@oww%|rcP4L+N1m5YqLSDmsM82O2%cB1N&F&S7|fc
z+}XJtG8*;#c^06S-Sw$t_(iGx#BGVwT}?P;`Ipq<X!n$rb0D+?2M2STHeZ5MZm)G;
z6>?irLp}2J^lTp;efxrptD)pAQ;X#JNeh@sBDd)UST4I>S@8PQC)brBmZ>9CQ_~8&
zF^#t=u;iVCnE<{=Uoan;nI#H2(`8UG9gN!+JMS*3Py23&+l+qv25tqA5*;$2DI|;9
z<7i6Z*L$m@d?ugK;3irjxNL53f7PM5E1JV4`g?7y6ou;9cgJ0ZW9J7`)qFHs=j{sc
zqz&xyoo;bjL>7^776Ag5@oNaLUw?<rZ|r}RE0^7GrJ<=Q0Ee6e>D`8(JgTj=Rkqw~
z>roW^4${7j7HiyNh~2e2cr+4)==|XSBleKfQZM(N{8=roweRfgB-ho|RY{ldbDQu#
zoV|jZF;-^r!a@JZle#=uYU0PlxYOeUTeyx~u7)+>5rNoSsw2NAs#IfNzka>^;Lb&>
z`{@!z6CTI=_EGTP;y1yWA$tm*N5Oe^V`WKj0L!W8km0Np-!Nw?+`EU=3EyD<`4w|D
zb^t)GP*u4tYv5)Gd;Cs7?&rdV3;cnL&+sJrL>&O^kl*3+`?E`i+FJf@ykF_FxAN9#
z)f%!wlE>P3{jQLtWFw{VOi$1Ko%K%}kH;H)4;<hIK6yG`qa(><5dT-quhIJCVGq{t
z=33g5Dk=|m_Ho<<a<7ob@9Q*AHqjdz8glaUArsc$gJgOG5a4=cTpS5RzhB^+wf4UI
zzcb-pYK6toP$*O##5v_Ov7_9BrGZ==_-uC~Ul_#3+11sqI`17P50A&K&q?a`$8CMu
zeSLhuDTt<4pOdg{!+!5Tr4W;r7OhcWe!Rc7yE=*o=QNr<RHQEmp#2LVVJm?A0LXIT
z_J-bTD{WLmdcELuxM_-*4WJ*i1a8x(M(jkl?sxCkF*-VK*irqOosB7)i=^e@;ps9$
zMIQO7;^~uMB>z)t)#Ru#BMDwUn(}Uu4gxB^zG0CD&q1><tF-E;Lo>8!{>`9I!m0%o
z!je6kUKzu$-t^J>2EXImkYKyq3;<=7Qw5Yi{&skJFat?*7GS~2Ryz&*gOWga7a>0W
zUl`o3Q*0zYcqCvmbd#1g2n;Pti!~xT`Z1Uj06X@sV+-QxYM(t;h|bMpV@DzFQw@F;
zxf%-aC9YF#a4?p~-=AhZD1D^Y)1|1WIIu<*^6Z~`@b1e~p*Z`q$_0=+Be^&(6C%-*
z?ao`1pFCee%-8s6ApBmdV0*y!z1Dm7DqH@fCohhzb#!zf^hQE@LIQ0lBt8Hoi4uN3
zsNxuPO!NPV{LFY4KNbwzK&)s7uTEcZc5rYIwrko62@QR`S`FZUIDvsFJ88C@7X`l9
z^PM)r;GaZKhnHsLxca@+td<TR4Zv2@_&7NY4bA;DF@@eV@tw5>NU8>PUIfSye<Goz
zOvzt`LngjC7<O7X;#upmfDP7EOU(*Z$H3sA@p!UUrHwXXp!xSxdH1@-zfDb1RX+R%
zVPnsy+-0Dx%%TfcH2guA&+dDPo$=@^^4oSDjpt`C9u|$Ty+$IXoxOd5dUhyQHjyxG
z?o0>*MYc1n2lF7cmq2w2u`GYI+``^o1wy`Fofps6*47xgRDz+n@BTbgC3X`il`0Ne
z+SwZE!!&m&57~Xc@-8Zfi)!^kjO4TISu&cbaSekY84J~2mPUcv|B6CK{SG%X*Uyik
ztb^j~0f33TIVf==UcS82r)`9o%w9ACPRoYn`g+E`_UKkQOqKb4JK6owbdl4zLD|OU
zy@UQtgC7<S&K#V@sJ-v*5&_~2y2VBqc{W*I!hg$I+Tf07k+fdtXUAL+q<v%=?ufo|
zIy*VKvkzEy^qqS4g9<AG>Cmf9PyoQ5l{rj_z{Zrjp8;ft0Q3U_RE|#3!<?KPr;|hH
z+m6%9fMl*qJgJ`Ef{c?3U+9xNgZ{WDr9kxY`eY3yKx<Nthuk(p%qv3$(&pw20BvSJ
z2VInrle@s}wP}K~8*2t!gCJ$d%S__psa<cm$}PG`_tz%m0l-*)FQJ7HY6%zx>a0G<
zW7nv~Iv`$`oo>8IcSS*N$kNyU4MoqF_V%4&U1Rh<l)e5q%Kn3>2Y?<Kd3o3KGe0!M
z{-^$!05;7B41%VdDiR0RaM@W@Vby+r2_QA33*IM(PEVgcMbJN#ShV8eh8r{b#24~7
zLZNB^m~*I-Dx!VS3Svo|^$Y~xkLdjS`};{175w#ny=<rJ5J{Frp!^<&`eW7plix9F
zv2xUC@ca0<jpAF*qNB|gJcJ$irn7tihNq7NT^pO>_qi-ab=7TOzbYcA;2UhS0Ax#_
z_6tcsd)SN=8y6QC)z`L-k3SrQ(_!BrASKPaA?i`s_U)UBnYDF+v%CAS+scqax!o9V
z{TvV>{4-B>q5yG7o7vkJvFMfM<N<z3g6L@T=+Ps$c19*98z$w13}+XYf$w8u){qr)
zYg~WbM=3S_$_H#BS><+8UJAD$dGI}1&~YW2Ld4A~&z?L=j_AgXf*X*U+B!QG%xrBx
zSVJak>+S8`j3Pc#%<R8zm6wY+O)xhOcF0p${0b`@Hf@>w;{TDV(xNB+o1D2AG*3c0
zsQ$52xYos2|D`GjC3yVoVG%+Ae4m)eR%2GCiiWa+g*+-0prIy2u{Vm|atU{*lYt%K
zciC=W=+wDA*%&}0C@2WXJ{Vti9H8<$waljlEzI2W^$M7@%50(=O0VrKp4HcjXPjPf
zcXI0JuPG=f_&w8@4nF$G+S)pNQ(0<UyE?(_Q+KJ#&9$$Jc6RI#<7yjQrP#PORBlSz
zhD1~pY;w1IC?xZCbsoQF&>wrnBi7Q?M625wUsS|#?b@}+I~TDBJ~p>ePFO_SU$7p1
z(V-^n=k4uy;Yg27IY%WVOc<p!zWZd%+xT_U#@~$q0_Fc7!?#80`m0A4N*w2(GE=C&
zKDEnu)R7-PumSD?w3Gmdel?Zs#*I#JN@pjh&;9)|1oU$FWMuiC-A6mWycgnhOG-<d
zzI}`G-dVhntpE#*y!RTRN$7C={ryk2ySRpmjg1|TU(rfq!p;8bNj0c;3Ic$NVAGy7
z@eiVpe|!$QbouhnwY6`stwJvIm_TWzIRwC78h-L<g-9I`5YTYCuaB@k5Og9(B;fL)
zxBjx3Tane(LYJ>mb^tm@ta-WtoS4u5#4AbA@qQeu_938OXE(PmGcz=SN^dz!JvWSW
z3Lo5kLCRtE58(i{^G~oEGzk1bZ{83?^a=q+ZliAJ8WEH74`7)Dee@yRUylx9ag=~M
z5D8vYMUeUo8lKz;%*kOm1Ai^G9%OnQ8@oJGL;=B}34o&KlY93t&DtVoH)mUjxr|Z(
zmhxKmP_nb9@qcS?4|^%`C;ap0JCl=>$O>=Vwo6bSN7#o=a9(yJBO|x<$;9G@KZ=gV
z0H(gzdGo<*LLwq?`=kI3t!5g;(EuL7D+3kQnp47HyK)6uE|90DpX{hWnPokJ;(#n&
zYX)$zO>pLkw3e1u-X*-7P+<UZGqw8t`vWw9w+bpM-<&D<dOE+=U?d`jrsW03oTJh!
zDJiO)WQPt_xYLi%=u@ltu{jVYN&y3+9HtZ_2pO*nI#5C;T7(>p1_*C%VIc&p27K)o
zFcnvC@Lp0<QffH+V~gf6T^I58Eg4{m$506&)CiP78c^E9${tU)0Vl$|`42$b+}Y`J
zIfq#5b-Y#u5vaMj`2w)LXNPlmz)4=V`sEhKqA9mQiGzcq7{@AWW%X`70ZNWls@ScY
zJpBCpUFNpHpd?bOT>u}Y(bu0y5!{uWo}R9esJh9A_#if(tKHj*<p?NO>}YJa&AZ?W
zbah9SC(Ir_dQjuS2<&DK)I(^6M)gVKmA0-wzhFH?*>!?>U}0nb1Q!6xwy(rgy5VG7
z38{j>B7*?Uf??$X?bDquNfU^C42l&}_6I<|FypV!G^zp_cXuNuDM=A5A}A>6!NZ5-
zyGCt~z}x34U<FUf1#B|Zn6J8=Hva~Q@&tHSFJE6M<YO0jjGt^_0DFg!vje$G<!0^I
z5MmedgHpZE-c`~G;Ej%!vR}Ft!`q==%!cwqNJwb@&<ElaTx2j;iLCsXinr?D_s&ut
z8G|uqx^2D+sO$}!?lmY&q3}R>VjzIPP11*kw17-26h(n2XcaynFg7-ZJ%}hS<^o=R
zkV5A>0P42L8`35wH>1b}nny=<H^^_aiy7*z=p6}bwNQRCx;wtdtJ_TNy0qP*JVBD=
zwj%yLnwK$N|80-+`5%ic`sQu7;*{@otyWdM<gRu^^NyeB2>ID1v(Nda0E<Ebx2gzc
z<7(7zI}x4R*iZ#t0a%6+dnHxXUmY>@><=r#fguLi@TK(y+1BPJS_TjjC*Y_E^P8*m
z_UFoqqL)|owEN(|KzL;2khp=HyE`Mh^0}wvoVyO*O?0TOk(#h#YG8m@l_qf8$N#QH
z^cw3Mdqt(7_5<2Q>MxTa?Ra-$qj?Qg_WDc;RSoavYCMe-fAem0{=)+W<}Y}`*b4_M
zj5#WQep$R#h%JJ(098Y7Gg8<I+(d$~D-%KvLn+O`&ri(8#zsj+wb$e9?A%Wgy5*J?
zS1M^X^CCJTDvFVZCkFT;i|1YV(gNM3t0Xywz2!g4UT0Wg+-5yp`$l{>Qqxb~{5eMD
z8x}RHcMfq20>K@4I;<FscErDHlG^Iq$*1<gvC8~UeV_)5Bv*CtuX5ovpf472U-<%c
z@-7OOMj{0u$<}gy`pP49*1c7w0xi}d8v(Smv@}3J$o|GMsh~l{j&D<$1UIr2ebjh<
zED5o}-Ekaz2dE3aF4|xzV(d<5rw#t#lwi?YH%|z~u3@B|tTm0JYsE7My=P%zHoF!i
zcd_&3-P56GBue^DZeiOh8IP3K-fC7#r3OZ1b>?*H0AJvCZrtea_prh$=+h@r;LtjG
zv3TQ8DBqh#8y4SO^GS5%qB4EJMwaJRTu^1`Eq47IkLb9)`~0ImMl|penP-=Aua385
z=zOU0+@N0QdfU58TUx@~e*5moS}j>>$JT00-AD%e2&u5GE!8Tw1WH)(ylRGyZYnz9
z>?jPJ8*TF|Td`V!M(&A&RQ&e#r?}Wza&HSqN7boX_dV3u*x2m+ybSydVKEnWtqyST
z6X+QT2@3;Yxn>yQ*>_EM1L!$~Gg}_W&B@C{$ggSdUsMo=u0TnB5jlK%xyT=bs*(%9
zU$Yxjzrw&Fy<Su#HJ>PV(ew1C)0IgH>`bz|vDa=helEh`CqL10jH7tNjHly)mXn)T
z=GjZ_v;Vu`G&w^@`pIE{xQXY@eQFtlXQKZ2CFp&DMX~#}!y?kDf}eY;@m>UX;Kt(7
zKS_eF6V!%3AojRH6AiK$kotQ*RS-XSLrqge+!Z&-d#|;4O{?Kvxf1q^$u0EyKRf<a
zQTY+8XLjs6-AwaETQQ+$<CU~;i>=bvM}dEbs$^bZ@~xtZibe0Bqs`;bloOZqs#fo)
zU8fHa|Au!ydc*R#J0RI;sZDZoRlOng0QXJd7jQ<m&UmRz?mvx&V2#)V2crW6ub~R!
zw)jd6Xj0a|fD+15v$gTc-QQ!Ho|C`<Be?{+J;2uw<g3#7pKQrbok4Y25^(O{7EPrD
z28y6=fct~`FO<SBC}anf+^Md{<#Y&J!e?H`))u`JJ3CJOZa{!GAFt_+Vu|OlzqVCY
zBNxl%^|VmYTeJJl-*>Q1#BaQJ3#|3ah$s6#|71D~zfCRUbrGP4kH(EXKboFd59DCQ
z$HyZHO2Y3C8a^eZGQ?|elR%H_ZNMF2;o*&H`)}{>w?U^9{A($CtlaYDv|n9)z56IW
zU8A9Yh99=^Cp*%B!;K>%^^Zh=5792CDsy$q%jM_GWqWT0af#`Pepy?7Uc9`#?2TJ=
zZ*yy_-`B9-#~tN3bJpw%Ijt2)5o0f9XxSY>m9|5khTj%Lh-WzxbZ+D2r6-#IzGqdf
zimSTnLhj1KXa`3!p&A$j&dqh&OKW{hzM^u^LU4zEqo>VfNDY!1DPo%OS(oiWZ8-Qr
zmuqrrswUuE0{Rm2xf=b@L<7>O32E~|{$SRAPYh5rl17qRRaF(jJ=UGkkA?-%?}K>u
zc)HFzI5c$o=vO+Q$L|M*y+cru=|LR`WYyx7=gdN1rZiAEAwWtdmn}C(Vu**gew9)n
zu@pU};yL)Sb&<23WYqp^f(h4`7tH5M2}3m<m1-vkZbywWD!D$}K?q#@qSPuLtl9P1
zQJA6ChNzIUyrN!_lqt#8VDd)N%K?AcnV`>-p963UmoBZ_XY7Tk)xYT8AjEhIvG<eb
z#sJ(59UUF8LwPF6w^M|iF921J1{pYm!hdTwtL=ssE6FF1wMWos^78R{WNFzBD^3)!
zjsJ@t$^p|bsU&>?=DR>G^8%Yr;j6NZW|ODu?HYrv)JnsA(#-3rmp=<K$W|?n)zC_r
zGtTWi6%iEIU#e|IJ2hv^4%5b@<&CJrYIyPEx6hh%a+`G1&PAs}tCfyj;o7^aSU-eG
zIX6PhBtN%RWhhfw381g+VQ4qqc+UQuI+jTv;HS^5KV)H~-vbdN-8b^nC*M5Nr@b}+
z@+^DPzG+8F%@5`FJy<ap2;N+`c4B_H(OBh{3|;fFtsF}>!4^zDAC&p^Onf?u*N=X5
zR5?8=@Hm`iqmeErFwy@y6jPs|f#GiSY`nf=r#6~n=o*jM{zbR+i`t?|B2wxyB=4Ym
zL+nwoZ1XX=t-s1Sq+4|3NcxBg*p&-t0KT%dpAv=W%az4_iY|(z)<Jq?Ug++%D6-YQ
zx8p~8YZAlzq<RYuofNU^%o!TCYon)V-$hAA>ahfT?o^Ha&>9{hcuv>$WQ7q&9nB!%
zy1Zhoh^uqtE`N1Eyw=;x295qyf#6ID+MO<@LW-v`fx<h=L06G)>6qVlelS9PmXwkD
zLSUW0;y7oM@nJ9PD1PWhP{Rk>-*oH_=*NwHJ>o>o_vT~M@Q;=><QSV>dKvWbxTI|^
z2x_Lfkt~>FW_EDOHe972N@Hum48a%ablx15c`zj{dUa#!w9m4}L!8|;Q|->wH1|Gn
z#p$K{9AT~BX2<Vp$}>I3gpO5*{M`dHXEyDtSCTE6=0XiG{n)L)C64vlF5<VwqEb*~
zx41rNE!2ajgfWyRJ|BJS+Y!C)jme7QcGn6uv%p!C3~~1VVL&u;F!FIU?zPEEM{r`S
zxl;HOx8)`?n@^9`De1Q_6MN21=GxY(XzUxBztu>5JFsyh_hl}5CjNzcN<q(zo8LQ_
ztX|4~X`}RxEY5T-+JSosZ;1!5=LEa4Vz{S(wE52S4##->Hs>96G3}HWmeT~@M2b3#
zU`n+r(Do=(VtGN1L%ZG5VzTy7tKC0vKfUSG@$<(`n7M=x>+m+tadbRNvTzQ&hkJ@i
z>C&O4BqO1qqPugGiJ(fOm3Jeu7Au#Ph?w|N;In5J7rK)B6TD2-o<GqWdH`)-^&E_~
zU<<0799VMHeWah&NVc+udIT!YN$n*=0~VV?8(!gCue=LRj6v?%MN)*I@-l1u*DN2+
zd6famNlYv(^b9DZYVrD{>Xgq4%NgN_m|qXs2=P;(u7<7{{t%~O9_<)XC!u6jTH3sE
z_3R>b%CiNko9yr!79SlHfJgK9&FRn_7}FI{uW6*4>6-_iXY1Jdl0muf`1hs^ZM-A~
zZw_pw?0pS(JL-3aIn{Gyn<M0FCBiX!aUPq~rX{S`*hFl7FNAblfrE@uU6*0Z(7Ges
zZW&4-H+|{H<K0-iuW;HaY9<M?QMu5g<lA3Lx@}$UPJG#J<XT)T0ST8*8DZr2;x+V1
z-Uk!(hcnU|v@S{z(zX@unP0F_B5wKmGtu}1vwazf*SUhXo&rkdKJ)fK`QFoiuIGL%
zRJio+w4TNt)5eX@T_z+fE){j9WRTzf<&TlfS4rk8?__A1{<&AFkyai$N5G<F4wIwy
z?;loT>I4wh<aNKja05E8;dHcKT!p?w2CFUao~hN=7SOXkA;$Jv2-xhAtFEQF-H@9~
zcvFV+9&*MtM2WAw8%R%dBT5J%){ol1PUDCny3sW=e~{INbaDAy9r*0X(S}7@KHHmU
zHV+YyI8^#HXUxp{qZO`UY!T!|-y@d#pL_OmKSeS4O<{MX?KnmhbbRh7@>)bvrZRW)
z`k-8@dgA?;J%P7rR!)6@9Z+`#_qavhwrQYkh#)acvB>m0XLt?HhflWWY%<sWt}R^Y
zK0U7l<7(N4x}dsftt)7d?o51Ow3v~-&%B3&y%@P}$>ADw75tO?A~`PQ8Tr0Hc2Qf4
z?F;kM!V?`-kO%tG5W|BpTxvrBcbP2wzt-n;OGE#JZZM^&f;hZJDL60Kp(Fk(EwON1
zm28v+1kcAx*+G8kO_DQre%<KXV=EA{V!p3!`bDCI^V)~nyALu7=m|p*oyGjKTb(0(
z;`%(Ecd{2fe#aUMASb%;>z_@_><>KP7b?Bv<A24TDN%%O=a<^G(DS0xjpE{#7B*zh
zE+Bh`Cq+k8QmXaSVDe!=dw{K-A-1o^ZJpN~F`7r^?@HhJlQkDors1{+1h3EB*-_7n
z&RZ(sz<73kNz~H5KQerkOH!WL`tNnt<rshJ4BXx^D14WkQNi$IQF@Ar<(SiDMIk8C
zAcY-V-_-x?NaxdKt+#r8E)@mYEIz+eOghp{<}y^Ovm9WB>VbcK9y3DO%b!uI{kcKC
zhjf*K&wp+zTxxv@&*_kDX;Zl3tZ%5F*s!(h^Q%-7(;~RSMgm;n&fhEaeJqV@ecGlj
zm^l<%wgGKjC@*_D`Xib-CCLQhO`(J^`l{LZIcT|WpUCPUqM(J~nuY0-@%Xv%1kR(4
z<lEHhH<9a5Tl15z%ZN8xDruGx3OZQ%qTcHiJ=b7q^q{lcF256cm7X}uiIv8iGVb8~
z?gy;C*>j-!I@GeB-kw!d4chagWf>VFh`1mpv4<5Sk2m*PK~dZCK8l|_yjHfNj2L=y
zfpF|K*%Vj_co@7$+6;O5bEJ{~nqGA6ndrFpLyhTr6Ba$J%l2UjpWdPHq%-5M=>5b(
zazVCeOaxjY8NWXzwspj0gzxq&a$*#<!ul(dDJLfvZorACV+Lbnj^BPG-)b8(z2mD;
zf&HGhayAv0c|9d#HZ`uM(2Aiu1~H?4*U|6K2jcx2x4C7j6p-t9Q^+yHd8u2qN(ACM
z-o+9;VO2$oivz>s(l{a+@I94j?J#3LPqbaJl0m11fZ*+Ri#JHaLx;Eu)i<*>L#}V>
zD8G6e_Rxi1634uQTZ$GtBIkj9R!C??m0(QX*DTCfW+#4XKTP&fyy4QLAB}B8v*8!+
zAhC*hUN#PMt;^+ToMVbf&rE4PlvmXibw&?eK4R+Sf)aOTnVHZa{Yvc(nM~)RNV4Uq
zu$GT6f4r}PQ)EJd6Rd?b2)kF`?87`9KH%u;nwlHJBBs}fj|R%)gvTJd&|<%9lnhBe
zZ=P6fYHb<n4^PoxR`X285vXm7&&2od93sFXg7#0iSS?XvLXFVnJ3}h`xvb8of85bn
zbw3sg1}laC9@w*s2^-k>dv76pjm^t(KlZ4!tSw<n99Xpbe1+e*g{fS;$uo{z4Doxh
zdkUI=bJ=UX1G`o|5h5BIypAUvF}~i(<%}4-!OZ+nB21k>V``}|&T=Z}ytZK%7>s%7
zNBnL9T~{5ES9&`kd5h^q*@gnotLvThUv9-^1NN!`UCe?_Pdsr4ewLFL<>lln(qo~0
zW@!c41V_1ABunLrqMlur(eO_uM1|w+bc;3n_c0#^@7V_#FOHv`VMr!$SRNVsI+)c~
z))SA9q4V%L>Sibt)t^&r(h-Oh^Z6^OnS=a7+Z+aex`z5O=@H~0R!x)`u7SQl2^sH9
z-)wa<^}!U=-z$X@EbbsdXmeq)C-sF?rpeDQ5k3=setyf}OX-2l1zrg0eL&O5{g|Gf
z{)Uj#O@REsAo4=D{pZi0yC0p;PP~o07f3*9=>*z?X|d&R%w_v3!`EnkSKVjDOZsp-
zHlt^Cv)u}_(Qd^mnBcFs2Foz1p=5a2wR=xkWv4H#5*k!{=vFCwZFn)Mv6ySQnkcN#
z8_9iqa&mIG@YeX9abv@@2T)42o*VZe?FhTC5CcsN8p&(9+nqB(h;Z-v_3)}HK>+MO
zf$c#$!nLQRrKN6b<0POcI5|B%+MjSt<T1P470<!<@K^@j*+cxWC@^g&;}MRgJpEPK
z%)rsNcd!Im64bvS*@SvBLea~CQA$z!=eU49qZG77p(hndk-|-(x@foX)12irjSa||
ztCT{ofKt#bGgqkhgOc-6b1)XjI50pV0>q9&qyK3MYUJ7}Xm|*rO=AIl=nAX;r@&lp
zLamSRzd-fjeTHiGo`QlYRJcH$ZbEM!kwr9|pZR82X(y;X$nfCEYm?4c{*)Ijcm1JU
zQ{<ui=4i0NnL1fW)KDfV9o{-@XV<XAPINehm7@0ScqJ7YG+WFpEaHxYXv=89DbrY9
z(Y9cgTmJrD>gDa-U*l@o@Mnc>YJYRn3EHCwPj3w^>Cs~2d?4_;)5M{`7)KjV<C2$`
zPr7aYUbGnaevs23?@e}WKzKb+;|?Ex>H}U6(O+g|W$`k4p+TTzxOHpQsJ+c5j3qxW
z?{!jA(%kLGDY40}IAv0UABQfnqpn@df1l%?hRYRR)mOoC1$rQ_qCAAPWVTlD9@x>`
zA1{crBF7VW<W^%AJ@cUs#d7P{Uz3@PP|i@Yf7>leR~)-E8JLi8{m!CoL|rF1LI-zq
z%6Nq}5wroDdV9GB8xYb4QC~G2uZto*+2Y1CMd;yHgT@KEwYT{B-|$*|T}rhyHN6Y8
z4(KK^Zo+GSN#VJlKeHy@YL^KB?GB`UqV+NGxTTffvcklZp=fvYbGWP1H!*zEoP>nV
z(K%;Pnc5fn*uog~DmA9j_D|ndD#`lgU(=ct4WSo|^)@Jc+W+$_j_Zlh0!jr73u{aQ
zf<LXxva<%OI#xloxM(CdBQ>?;5C84hEJy?qbsDVOLY8bVkgQ<g@vDalk$%G0f+=@a
z7@r!)y+&H%h#C_SoFZLIz^n;;?M}I=aDQLrY5a10sVFF3BqviKT@dIPwT~*PsI*Q@
zBy$?pnpj&Wre`K;nOeQ2v${fR>346nCQz3g*ME5{BvVBgI!R9{E7&S8ejPSk#@}MI
zZaH{nu}+h4JxSQVczZk#;ee40QsX8nb*$AgwVWvV>O9V`@sHNn0q|_sIXF$z-eAje
zj*h*SjdBG+UOHG8xu8SgM0{FW5AgR$8@Q>d2@UvX`Hec@ornktF9bpZV0L!a=lEa5
z>zCnSZBOL~4-%$%ZWQxHd&gH+Ryr7c9|TG8&MrE0@h>th43wdIl}WGskA8|5k6Y4x
zZf?6^pj5m~VEJ|xT?2&E4{^IhOuU^$cK<Y4l`h1?>Rl%CQc~z4a(Cpu>WDP&x*s5)
zgJNzQd(~d6@~>?tuA!6*_n3}nw@KjuR_P}c_LnYQT5166{|erLg^8H~ObdXM`)}PW
zszE9MS^_j61_-IBK$F|(a1N~+5QBktOL=y~z3#T1f{Z{DL>la2_}F|gY1k8TcS>K6
z<Bba6s|dcqs!37Xi+(<ge;5YA{xTh;%=v+$aIfF??9A53-Gfo#t0sm|12gdd#%UuK
z7tu&HU(~LhMJ)6cp(#E*@z~NbEH*aQ;rLeilV(u0S@&h2gJRqqC^G0VC4zgRj~jgi
zg#jP*$>TW<6>V%-L1i$P>N%YWdRDZn*SQ0Mz(?XZ(v;vds_TGz)+;dya;9L9T-~(u
z!bjU!znDx2L5KK~N@x=<&G#ePH?~(9r&Oq7IxG<&sYFYFRV_NU@|<i*#^_2uD_obP
zZ=d1bm}iXcxM^^Wm|o_afsG?8NGc4BjEIDsj-DP_C{V;cw#)X=JOlN3e}U#Lko1A7
zXcm-_Lu*{>S(lCvHjr4wZ#@tUEet;UasK+s>fpqhEj&s?v{Xx}kUTC)BVt@^jNONr
zO2$EJ^s`g-8CvxxV(L~%_~x97zW2HQjo~5{fneX8_g{xUB%{64$bCND2i`|NioyFs
z;mFhcx~aqA;i38XZ6F!*loPin|3jutLB|9ULoEu3sb6Pk{hV%=Il$Iu^ArvXLxo3v
zshm>BJ#0==Dp>)^x%7$Uf4?)l*MRck&25pFMJetUcP)TM!1G=mdkrWyVQ9MdCJ*`a
zgA0mBON?b|rHmD6Xkm>boE{wAp(kxPF*phZ%VOawUsLQDB}1#Z*O|l$t^-7Z3nZ2A
zX$4(f(4^VTfl87d^Nixch%FASkPg2)f7VUg^BZs8V>dS9S+l@F%@ZMzGvt#xmKDFA
zHr)`X7x~Gi!pk5AeL6|zIPZ6Ihj6J7sm#?WL^5;n#mm4{q6{BFEB+2ZR!@5dF8iEc
zz~gF)@&3=Xetj$@$>ca*4`6#(RRC0M8@5sckNxsNUH6!ei-TMlQhsyajJoU*aA`%$
zYfYYIhqEl-?xNKJ%gM3$<X*thR@P?(gBVnk!~|A`5R&;)oKnS%W<F5pF^nnOpbKCj
znRie(>q{=jP<?KG59EfI-JC@)t)UffG)b(6ybtNnNLEloNt|p+<S-?PkjKa)mWM-2
zu%*Rr@j~OMJN9chh1z>;Q1+pN;8LgRV>G^ZW(TB&Kb`Ra`<p*MqWQdj9whJhZejxN
zvRTdo%kk_&KdqBfJe;OCg4SxBM0sax;xLC9*<9yBJ=S%gX|;z<h#8}gy`6vOG6Ed0
zDrN^65;ZlG*DWTCkgGos9u2-f_~Q#<wR<;QRP2>%kkowhT6l1GD-RmoN1|M}0l)A#
z+F-gy=AD7^5M&)z7XrfAd@Eb7*efN%6%r~>&{+Ay8YO~<7yyB|0Gg+DVdgOWHua9(
z2le{V%~=A^pX}}kV|T>p=!z=ie1!zxBX(NCvom6wgQw%gup8>%S>ncjvZ`18FkWWl
zD1<lDg;9TDh)Md`Ia$7E%-F0nt2)y5N)cJewpJAPDgvz3!k;XjhIshpP|qZZ5Sns+
z9U39+7OF*S=7NRA;E?8By93*#yI(&9CF^-nsr#SDZyaKG?IKRHv|fi@xbZb#^e=T7
z>a>HIVu)AFi56Ct7u`0`PmT+b9K>j0z^|?}NJ&d8sH)0?#tnq4pvifvQIO-c^;7Ge
z+TDW%kO+rhlay3`d*tt?zVr3`<|f`+lKsZ|U;}Nqlr*vzOCIK8thrCO8DA`Kgx8^?
z?x)~1<W9hGb#N($Je~BgvySB`0Lrf^hsoyGu$CQ0R2VEjHvIYXpYxruK<GXNO`a1p
zx1p`E^JEIr%^=KWK-<!Ktc=lpWvKrYmyMU*zM=(7_aJbPE%S(3Q=Y*EDQw`YWiBjG
zy)Z5CS?tvK;?Arc_d&PPVn!*BH3UK~79H{8y=1!ukqN}JuMbG>++5_`oiQ-?p@JO%
z5Ml~~+7lqY4QkC3XdOUa_Y-0mbce|UfnOW^Xejz;f30h^xbc4HYerm`nG5apB>Xon
zUwJI`Eln+}4obH%#3+T`MCs0IEM^8N*$4<-&|VpF#558=7mN1~u%XNZgQBAeF$#td
zG|~CPZaUyV0P?uMKPbkcAoM%$EPne%t)HiS1M)9W!=I-6K7$J2k%fgUq=EC39Xv=A
zEzm_yNJvnYzE*5dBX#Fa;PkUh=xlgwOn-y4QCd=x0iX}G(QgH(y;@FaoIKL7ntV-r
z+kqEaqj<)=`PbMS<Qe)ZG)Pqk=sxarWCpG061U?Yv8d+G<lYIz56!$EmO9r|kc0{k
zN__tEr6qhT(%fRx{b)X3ti=l5lL&`*>G}D$Ae%B9y}Am$F=&aC0H_Jg%|$(TgzgO=
z)!T%G4#-q)Ekw`@RJ5{U&N!t&fh1#peX0wZ3f`+lRSEpogrJJ-%8w`GZl%opCH9^7
z($lj`F9nq$Rb576B6^fu%UbxQKl~pv8tHkk3F&K24?BzBAV!_jt=St-*Y%fK3m4lq
zzIf34`O|Sz^VgyN`A?#r>m?w{1bIQc^;sOuvOuRFk)qdawNVI(ic&CyLNB(z*4_4D
zl>=@dXo<k~YNsn<;^I!S*C`YoC-4Wf{m(%N0UvQ(^4b0-w>DbQf_ZR1#3r?=wi+qb
z)lDvw_NI!Gg-A7hi6C;H0JX+-kaXO?e;-kSKxYXb6k47}&{_gT2Z+Bk;AAC^=3|vr
zZT+4+v6`&r0pXq22c0OGySkn!+e|6`Bt`j=jnATKFu}NDa8RZyDb*WurTKg@l8#rh
zQ6U`xSTRmZN>)ODS!ezuRw1DTz`2?=E*7A+&VOqKLbhmRwu6+k4PL(?VDqMlu&59!
z0Hp0N86W{dLBz{WHUiGGp?g?s2D1S@`i}LopkqZ~9t#T#SM?*>Y_&TF!mqAlo%<uj
z_HE*D^DdZ71Eq8bGNNRk4#yU7x<>{IzlHRGvsw5mP>kzWNs5b8adB~h@Jz`6L<r;w
z7I3)A$+uNJyFmlIwY{AMk~n~8i2Mj<y*fek3i=*X2?zNz-Tl)s0Tf-Ot=*B~%RYNZ
zbMyIiMdfjOf2p=`F(DzGA)6(!siBzpWEhH*IQ(%@Oib*1g>~$DP$Z}_Ky5MyeLKJf
z+>gG5U*M5c%v9?G={HhJNJ&Y7hEf>B&b6mijx&!>4!59QD*=BKBfi0EqNp=)O<%kL
zliHBao&P7Ja++OhYb%e_k2~>P#vgUnnV6VDL9n_Fn%%)tGkHYT4{8dSa}&CCKLyR?
z{Ot4+21Y3~<)LD^2bO*aDk#u|maen3LHH;zsNvoD)te78WMnoF?zqgP=|XIUF0sQ6
zTRZJ19#KUA8FfQ<npBx^V7TpDLM9g9+bYvwy|@0OR{V=Qv(lJmwE;S!!6hx0YITtX
z*`08cUO=QHM|KF&%3UG8yqpg@eZN2^iD+4%DowiGN5-sEc%5E8dLGarA`U6HRGn&o
zBiS0!cSJ@2V8qI%nR!Qj6|X6i@<cpQ?5Z!moXK`jAvj7a%zA)01(8rLqmGY{V?oXW
zS}ykqkSNMRExfh2mkYCDhkyQPfK(ag8r<4pb|Z?%tPTJA^?T4SN9M0S$+hvQ;^{uo
zadF{=`m%NuilIOcUP~Jro9OYk&QI?5vMoKg`Q#8R+15HujuVnJG?Xt<CsB(H$$ZZS
z4Gqfk_VMxB&nL$Ta|d0}jqY`P3r!N;U+?Ql14YDf_X2)N)XS-8XuMWm<ey(Sws4p+
zQ|~AkE;%-1*1VDw1u)AytKaHDqrZ5%{~s1SYOy|hE~7dj<R4J+H}~|cW9Tw_!4L@O
zsq!FX9v&a>blyrwG~#IYQ-qq>itCyw9P6530}CFMW<_LwyV&)p&yUk?1@En=^qMZf
zX|HSlYU=$2={gLvSd5dAlRpP*jE;`>nSg;0H*G7(rh9}%k*7C~jog$$<rWbULCm(_
z-CXfGMc5St1dsF905tdRDJ~+~C6VF`Hk&mOXITYjVlZcUN8gEL%LuJFWc&~94Z9xi
zAP+{6uzw>`eb*TB@US}M%fc{C5vB15vnLl!1s(7c3QrTC_?)$Zx~`;*clyiO<da51
zLc*)~5l{d+&`*luw(JLfo$oDlU4v|aFfJ!x*|qkpanF$&6-3S!e|~FS7XSng?cg%Y
zUTP-QG-Vi!L4(P*AJ95~0&*?nV_bzv4>E>-qYu}f=(1<W-bN?Fi0(X7L|_D-<Ox1Z
zVgj|KOd=Pb_up5z@}r<N_@}~MQcO;ImNot{j`o(-l2J;U_^QO%yM7aAYq8P=BlP`?
zeSiS!X|Luzj-KHH5s_G<A=^eu#?u$#;=Vq0KYkbLO&(!SD6Us~_Ma((wEY!`?a+X`
zdGzMisP~b-MI<MF^E_d8lds5-FAi(vZFl|}#4<`BVbBDelumDqAjb>~FVHK`!^-Xo
zfN?MgV~Ch8Nx=5-=L;^N8Wy(Z+9P2SnL{5{@~9OXNJ_gEHP`!@fz&gfU&lM`URmOX
z?q>vh0{hrDOb?5Rr9gLo6_uNx?>gT>fC!kt_kk^<g*o41Pd0Y;t1vBsW?+c0VsED1
z`QDRA_;r_)T!rlJ1me>&U7XJ#gSWL^Ri5DB;BY<7<mCEAYA#!3NUI*<w&yfFLw11w
z`cXB>fw?|Riek?<zWBFUu;vn~&3`PyCV?M@!AtybVc=vapb;#gd+V4Dn<ZWNRs1Ex
z27Y&j8W(7{$VHL20vG2tfy`S$%<^8V996!aIIH*I0k_NiJp}bYf!7T@3pyelf-=?u
z<lK=|qNKS4^9xs9+6q{`qMv2sWHgDYy~k&Ydfa0!ss7&-<L>8<*4CY%7<B)2>B<!#
z5uO5qK(tASNEA4SDIRbEU@q12?^8|js2bDHB}Cd{#u)No70BGmdHhl4x-&`O&H<r&
zviV)Jn3=1k?|AOXO3{{a?9!z?yu8NrOj=J<KGqC4uq+tM^@$h(H6}>;c#maPt-&J;
zACx|Y@sj05J4OZugsB4ydA*G8m)W;(R>FpReAYV@6ONo;SyffO!&I%0F+!vY3#(T-
z82%Uegb>Kn&(6-S(nuIoi3tA}>BJ&f5RCJ@?3FxEK_t&Uc`*3<4b*H2V&1%Oxr`qJ
zY(%6J3bEauxt^xitLW#@d5cT;mRK`B3kqpf6+n)Vi&Q4YP{gq6P!edq^-IDKUwUMm
zkdA_%{JS8DqIL+WnKG41GzjjwLG=3PU_%x3HE1w#f((#91{yMPv5kxb7^DS=S&=t(
z=8wIX`e*@4cEfs<uj_F>7`r=KeA7$NK+=50>I)yXoAL5f3>>e$VO>yr<3U1f9UhLG
z2{<>bGS1Z~wH@UIF$J8@RdW7tTIo=37{Ht2fn50bV0{Y7DKHAT*qh!9GdW8mMae8l
z4A`ZSWgF|cWlLkM%RM1V<J6o=N?pyu`})LI&+FK2PM)T5AfPUk&3AT@VCgmx7P@Lo
z#gLz^K*0(!-2r<Fek**CO}cGNPX))2Tm{k^86Ja3q=70#Rc!;(sBoM~1C<r=$6Ow<
z=}T4dB^$14T{C-6bMD0T!yHDxuf3UB3jlV=!CS7q&YqqD*27hh8eR8)kDXwu6Ps31
zw`zXvc}|Gx?WXZ|BZ<-!_-HhRYZZo1p8W>J{BXOXhZL!`43tzuPL1y@c&OEXfUJuG
z(?LK1Xiw1An!g~^%aG_;>xK`mA}Ue{=Ap2-xw$!MP<+z(?GnJani(94FlY2*LTn7T
zV{#q0;PTbXPBkc3&NMT8QNhgj93-CS50pz|qEj0(jtt0F-9~&lk}{DQd;7Mf5*AXx
zx-9J4gjeUS4YOWScrKSc3-w1H%!1X*e9*{Mgi+o)r?<j_+z?BEZiGJUbB77ISL>0&
z8&FvDn3@Z#Wk#Sh7H7v^oqUIa_Z(qaZclj;t1b+*?g{4Q-WlRpXOJi`V(E<MzGPn(
zHzBMKIs%!G405(?__xV1Kkg}0eN)N>?HfdbvyJmJRl!R=U0pb!(gq~-=;so)1PF9t
z<h=!epaMvR(GZdiYz9W{hraY%Xyz}!BEHy83I*#H4RZE*`oI8io+|h13~}`3xU!sd
zUeSTqX_<-V{m(u_%fuYoBV)T8p0DDsQb`E9GjNd*5j_J<@durv0sCVBS7SA<w}8~=
zH8l_UJ0A%(#yefrWD|KgxdEW0U=GFZXGd96KdxAN^H%yzm`chfKyDi))0&T;`YNf$
za<#E+Bi}*hZ~N@(-2$}?oyL>u!sP?IPT24=+HIzk6O3_X_RZYsjmer8zyVL8N0E`5
z4zrX@5>SOTS2<{*tLG|`0EmKd4ns71?RL*;?=Z)Pqr4wvJyv{Jg=@1Wvj%uQlO2v3
z_+w6dQu_P#F3Xmz1b}aJT7_@8DOD8!hC|$)#GCciR(A>q$Y5k{QzoFJaw~D#NKHTt
zlq>s!6hb3<Ae^-G=8wC`a~z1|bq<Avgi1iiBo}!-a{}SOAj}w+oO?W+kPbV4wv+s0
z`i7>w<~+i_-=2K(P6fq^@YO$Ag|z3k7fjF~jOz-$CykK0)%&lO=op#Hg{K~O@~utc
zWKDA}AdQ#``-%7~c+_ZWFi3^y%LntKBIx;Opwq{0+>ioNxK$M7!ANBC6x)pCUesmj
zM3M23XdEBal)sV}yJ`}Gmmi+tqI7!SxCOXHnIAtFdvb^mwXmrW(u)J`spEE(+%bBk
z-NkptPQGD4iQj{u;*LWClYT!}SCv3*tW24Bq|QwIWPi*O<of7rY-=L6NY#N%;{u9e
zie4AiB86|2j&8|qgt!=kv?j-#=G31o8gT@Me+bT%T<&~*^srft*!#WQ;YnK21#x0I
zOwH;FqV?1fe>IMbom8Y2h37@QKhBuRmdArtgqN3>!>v00^Hh$u5uIai6HtNft_;5b
z+)X6EPdO}dclf@O6KPJ@jE^QuLV#>Avx$R5ch+xTDFy}^C-Fa>#nAL^R;zGDx%lqy
zC^ahej=cEx?<$dR4IZ4ZyVQRXibj}8+}#fe4*mgxdKeI~`1)oxR#l?&&3AY@L|?VD
z8Hkq)bc)E42eKGQ%k1amTfe~8TD=-KktCADe!4emTnEEUK+&RaA~TVYq}2)^@PLW%
z!#IBo2=+DVs`vStAmc8NmEU?vL)PbBB%(Tc-&?4ve<+4n4;Z;ELh>jk&|VOXqG47i
zXCOQc_ZzX|a>f_rzY@~ZX&O(qabR$+*X0~Q-K&KQrJ!bnPE^e6*UbQk^gelTz~W4y
zi&Ja%kM<u1sBhl983;qxNXUR-WLdHwZio3j<J4r_dc5nUKoBIDR4^SFd%bW6rqsr2
z-PxcF<`UMN&yW22@`kN5m9R@NBwzv}A~W!0H5B^L+QqP6cWlt9wyhR{zWB-5Omi#t
z)$25H<rviO<I=87q#uAKt<FkZlRgJRh+hvNGhV!M&HQM4;V*1H3k*bqTvc3^rydG3
zWT0{S0;Mc6Q6}!Q`}esHFtJ*T*ZCiHe>yNvd?5Hm;149ptJAl)C<`Kf@aY~mRoGnw
zpwS5%0FBj*bx#iv10#F^i2aj<%CZWOC#;BhsT~|N!MGnZaPTQ8Y~e;gy>L^4@;(Oy
zHQCp#U3dgpR-cZRge_+1KT2T<_81Q^8NwhV@N7-rXCvsOGSP6$-j$XjI1A7y$n?8)
zjs0?~xL_z0{o>^km`w)s$d|eb-U9OhPM|oqhoN{17(=1u=6(gB4hCtJplsXgftU5;
zTS)kj9-p>k*P+^5DCm$nY$Cz=zC#a3hsy+K?nW>3T#JJ5f+n-cIa9#-sURFv{rZ7>
z$17T7u*Zr&N$U8NFD$(g_N^Smy2vCw$kAbpBinOh8j9PGCY4>8bYDZCshx?YSNys7
zIZr0~zF^qKa5*%gQc{o+9xg<;rih`%zSqs&EU&Bnwy-&h!WRu1wR&P2*A>%91$3Bm
z$xW}pLt7$1kPHv`dAo213=C4R8iDV#AB2U5t}s3fTz9v!TEcnxFIhcL*O8#>Vz((|
zp+wZiOrx=&siYt;X|sT!u=QKnhhm0L8|ZVi^n22)uNvGoFcBuEr0lM+9&{6bh=9~6
z!D;Sf+Wf`Mor6{~<4vfjcMiAAV3tryLxYetPI03tzF;ipc9!P0oI_#ymjxF;S9e_3
zLnCpvDtj36@H)DCj%W|wR_`&VVKds7mU%J7__)PcwfofKeSk-{T-Six^1qAd9N%sH
zuOlDU=kRY~fYcD|1$^vaw0<G`rNlsebW~I;3|T=5w`k+n2s0Xx+d+Z;LJwEAOXbs>
zFw1PMcLm%(<XOL4t{3sgfdmVgS2TRN2;iW{vGFwT;B!t1Z&i9DNMr{pZFPUn%^|(_
zfRn8&pm=3g!!sqhCRi|A70J5M9rTlvOLA6nalig)T@}l%7FnEg#}D|I^Ei&ry78NL
z`NQk(hHGmg?W|zh1^b?OLY7xC;(&jH!@>q3LQSFIc`UG5%~`T9uJb*<3a#k&{(kk1
zIv~Fg{r!)*xo6NRgf8d61Pv+a<qQgsrInTU6Z^Y7fbDvVSS{`CQ!Qv=fT&B%5AEyf
z5r#HuVo!+pK1WErSqb~X<HOHoEZO0TT3W<t!0wxYUjMPKd!K>-88XKW@zbr<83rR&
z0s0)m5M>#Aju~OG@>4$B60rufy2W3IZmvg0;v7}>Ups{{ZcUM91=hkjvGy|Q_gCFb
zRa85S<@tm}j;|9U`q+u(aWL2U-!&0`oCEd|3OK8q_74Q`SpttUx$~*|H%wh%f>PXY
zbYg<y%9SfH)|xH42sN_L0ZfCo4Gs<p;gYDH@Zqr+X6}XMMa$e`XODza-G(_`G=xa9
zO!teoaQwh5gm^b}yWg*V`*U`@ktpi<F(TVXkw+e&#L4KLd0a^7=73?o;N*M|n2f%c
z@mh1lV&?Rt{4$~dy2_&3f@z^XXIK8e7cNMMSiAD>K`9-i{mU6Z03lDGfsEj~J}C^r
zxgDPS(F0>$?&6x@%!^R7!bpB1GIwj<Nr(*O!X%jT$UYs*PmvTooZ=@rr#By>iTR%-
z0D0iLmbCAe2f~9B$V87vvn@XQz(^}Rhsmv2^7uEO&PN05=J2%s6Y&z)Q0a0NDuo!N
z6T$@&o0vCl0&%J3%*PJuk#j*+==R0ZaJVY?nar#et9A?fb|J(a+;nk@2#W!;(a^8u
zg~z9aUcJ#=s8{aRuJzF%5d`RSYilYnB$5EUCYW^wu#rrWb(nuF)ApZP?i?snVP%~9
zbuY<cAo>=d>E3V}j#mUlP=Y7nlv_$FJVweh;8j$v_iGl~Wlot_S5q}VMS#RjS5&Z9
z5R@{BAPhB-ozsd_ddr0dqa=*pE6i6F3x+sLQrWN>t<o5@LGQ#TAtAvvnLc~~(~GGv
z`%t%82OFE5(-(T!oBhGb6vyrSGCNM&%m#~Q9`b}UbhRuQEO<v)a&od>+$1L}Fv3L5
zEiHQ0PP8yafIN-}#P+0-SITj(G&SP<NO#Pbd8jFGwhw*8aI)$nW@@&$*Dle$bp(>N
za<5Y<UeZWj2I(`mn5>Zx%BbXBDUjoIs~uHplO*JLJnjr=g$6aRkw>)kokc@djf1?F
zEW{c^hR~8wNubHd%5JUv56<2@p3DA?8>W&n%M2+EBZV@OB2gsSGl?>jS;!8FXlThO
zTPd5!%t*2~ku7_VjF9!b&#wD^?)!OO_w&#5&+q!Zu2)xl&+q3vKF9Gs-Xk$}oFXFR
zwGZRx^*vq=ax+0h%lw_P%Z))<hFe#o>L%|_nQNTFwfakHulNkiDCS_{15R-CNTX&>
zn&uhp>ZS!5Zuk@J$3snaT?b315ppzo*~4=W<YNu74*=pyavM8>9+!z^uSWIu+a#y7
zygevXNNI&Q|D6il41r-0EYcwily?lSJ#l|UP!*~8K!SOXmBinTmF<(&On&;wIKqwa
zrRbjNhdz3d;+WsJT4*$iHvV1~otehFrx0@dz*5P#`6pF$9qwDCJfufun#&CTwGCv}
zGT+rp#pd1kJU!3+{;y?F=bbx#bAs#%>*e|&9@~BT_bEF+7hGj}^OH~L!|13PA!312
zodk7ffRKmYQaHG&iQ@-5nHwf1WM2W7tUzw1u$QqRO7eBm`+LhARI=DbMI7Q(tPQX5
z24|f10qOFRTAXzNn!<*;tU7QNj(OKf_IjRoHWO}pZvf9a$Z%_bcajpOYY<wuuC6l-
z6IM-tEToqR=L-S8LZjO(1-iiw(xYVfIAuf^BnDooibd31M&OS9`rFGNFJEsclnUb2
zq<|uV{sPZqx>#wc=`&doy+p$;^ODY8M|UodWWgN0XfQwm(vGE<cx+D~z6lZLGPpvh
zKVWI$d9vMoB;3)SQae;(Jv*~N_pG2}waUMrXKnKOo`=JpzLFbi?1{F7mL3?q3J*hl
z1pkFX!5=YY7#$zKJ~U5pA+;4HW(CL@iB;+%iVEmDk1rX~mHh^!Ot6?ppjLv7TjVWD
z)3{^NQ^q;@l>5R&_4b-75YKL4_??qwvc~IA9>ZfJCDq=y<j3{V!u+gw`6xy%z6Rfv
zJF&l(dCB0ulYfK8YV#xCJ*$K0LSj8OH{x14dWHdKR2#O+_~Gn<Jb{*q)Dz`R@b0)q
z^LEWmD;^!4VQUsYP&38LYj>diD9}%Qz0EJLHgl9)Vk--$p3m{a|K27Qj`I&8X&8uf
zR{5s*B`Wa|u$KmCnfIM_+i{K<SR}5+j1o>IXtB`!ZRuFdfxO2$&r^e`f&ZQ3MA%sW
zado22-uv_0K!o}ul?NUb0rKAXH%1k9W1uob^L)dZ`zrY>@DkTl%Ud8tQ2LTUiun><
z_dAWMi=SfR&`!c4<lK@AoFqWiD77bTnfN%>eR?i@%<#DS92@@yCM+<uOZKUkl<I?F
z9Jqt_dVcD^R{mjrEy3!M+3mRCI+b^on*8lCZ>(Z6VEjjtl$6v4GbJpmxSm`L=^@|m
zb`DjN)M;(`1UMZB&Ys=iyvgEMC9QjExJk+C0Lx1oVsl8j`}dIxobT02Vskd0`34t9
zi@T3xdides917gwqdHi?8jbV)I4(~2wmaqLh#Tn?-slN#4pzL(`$@^n|6V7<l<ScU
z!(R9T;B%=0>LVdIEWZ2Q&GJ0Qi?-4*ex~KVP)M{?$F5O7-x}q@B%ynRlNSzVG;*my
z$0Nj(Gkk~&H#thHl5|*jpZTj!FxFt1NYdZ`dFCiCgnj_pqL+@v{DPapsm^Sh@;aq6
zRtB(Zv+T}m5iY)RMQVb!@0*rizQNl)H7{@ojQh-;#I<-ir(-P_9lfs~R8W^+QsdoC
zVN_{1wlq>h@L3I74QI}O-9EdQQY%Y9vWEnnRT(5xBykweAOe3mB<&r6j^q<|j@=XR
zNx1_TpXP1NPRHAV9=@a0cTcKdBG8X-Et`*xuEa(BWxS;56&HFfP~Q97Hip4Z=gRC7
zcFWfX9k(d=*n%yC<sb$nPi)J6*NS%7cEI7wvMXn|tLtiT80X^{aFz(KJCa?nJp{=~
zasGHs`kv3M<fKJXHF^WRy;Q{P&y?a*Zo>a;_Z@0s^R@H+|1?BpF&bu+*@KV4W0g@|
zJAbNx_3G2@Y~=5HH{i8MwNL!YlIt1QKbCJkaz<Q+BN_aJ2uqBwKo3JCT(fR@-TKRa
zh1u6g^6l`3>Axxm??czD^kdKNYaC?w5UnwsN!$vLV`QAinN<=#R|dTVzZ*D3@%n1V
z(!Z4w^l5AoG^#nTc~rdsjgD`~*1r{bf_IZua+igx*$OGTj5~d0MMeK)Bsaf*kXA6f
zI^4gfPs(hv`p&^~q4wxwp1tC{{FXynm0{?fs*%pk%M9#6w|?^|r#768&gNU3qn~RB
z23v#Pnv{?dqQ)gAedJ6pZEg-gUDygmDZz(TRaGsceZRt^a@A`lCV2l*eL44eA17He
zFNc2H4+h=__YVih#jL*5hJ@9~m+Ns_exUnL0fLR`lbg6!!S>_UFR{AOB^oNKL66PV
z$Z7O1iAQv^k{Sng`TRs*CkrwGDMT*@3uXgLb!tiPPxj5}?tH{0_owDx-5HQNctw{d
ze%X@qTN=l7tOTG6<I8*0-TBRr;Ya9Pe)P_K`RosB@&^S^RBgh8g34e#BPTDv<p#Ew
z`G3a~W&NcX+_AJlnV68RCvasTGJ7O<)qjdox;U0yv%GZj5K(xZHf$r)l<$mIJFEFt
z^vHHY=^bthgC!}ri$dnQ{#^{aqs70_JXtvWgKM+}Mhg2rDo1YrJd{6D8+vnLkGC_r
zrvWsHtpyvu9?-%+RLFXlLu~Ze?bq(rs<GTGOFgC+h?@PILrQ8<u%4lON71&gjfu*6
zO@MN5)TCY59sE(oKk~>rKR#Bwyt0h*+|B7A^PMz9{w@<J2n64g1T->S>!oF7WpO8V
z%r~LH{#_W`dhWu7ZLpP+noevQ)~crESUEAh`{GmA>;J?+%J7!+=8|3%bohJb8^2eR
z*S!r<(zNvS7{F>=eku%_&aARKfa5YyGiSeZa*MPuabaD|f>NG}?c`I8R3yY&3v>&A
z)(6KWQH(e*2dU)Q-y(5`XCeV1c5&?OZg5)oFkVv7;r!xYIdK6ViT+f1IQC{^1|ySq
zM?5RDfF5a-Qut|N?8j-;IKt?BZ2cK19;Qm~?i)$Qq;$L~FYS8jG67uhA;wvfjwRox
z`}hycC4g!SSo^|~3%GJnTe6BgTnIAyr0DG3-xMiZkeUmx6TgqwD1Y)_xi*Eh__r;O
zvUq*3CQq@y0G!oktZH;XzrRCj2d(hmYsqNigaFK+Tjd~(U$5xuvWaXr08ej%4}&^6
zJU9;n5jZh@TRJ$;yZz_+p)Y=2%KP~9{(T<pl7Tc0^V@dE{usZL-P$MB<>#Rmt}<+~
z(@1>~uQHPe)A01NG|$f+ilwcxUrfM3Av|rU_pdE9D+6PG(>N{g_!&^jzR5|duNcOb
zr?PvWx@=nTOQ?G5d9t0wXA%4Fvrs=TkKMx)i5-p|`70wayQNE<`ydi3`%rWFK2^l^
zzj`iN-a0uROxFAEx9&H0we>fKxdW&IBr4dxpxByzc6}04+TN~{db$thvre<W?l(?v
z#yPPIr!4lhNx$oEzIG*lZP$Uv&l3CYyyp8;L*9|bK|-_r?2%kvKw2lKj!RFeNXsZm
zDpbXked}Uh-7T*LDwb5<-&o%fU(7rI{DK7CW^chnrlIX{UH7BDza^)>83yd|zjSc&
zj-bJbOX80&b4d&ozmzTgPQOZ;mXZFow3wBdob4LBCC|W(^UfF9#H)g%lyt}~k7)|z
zSTr_3-%QBG!O6aW`IVrVqY*C4&6SpNslIb%(usCom~Z-=7|$2t%aFtmwxAst9h|dF
zzq{K%b1V7!=b>IbJw1#KPr+T1(UEnJZ5-?`F2D&JJ~qd-ZOU`s{JD5R`Se&g&~C0T
z-7O)P#3(`F^0TW<7mnOASL%H{s36Bc>S%b%L-g%zc_qnf9@9(hbSHC8wW&16o|;Ms
zE^Ei~J@6H#c*2GkK#~ft=6BAIbWEWNW|njZUhZ7(es)-x>(LK;Y9@KI%&HFcBCkW#
zM^E+ZwCv1Q%My50BfgH)fOQc4?%l;;p|G5`=K-d6ysAJX^ZM4v)L+Zb8*cijPT!*W
z_bHc*Uim32l`pmz_4Y}<f1RXs;k&^(mrU<l#tWwLBCM|mKi|9z(@!A>!<`IAcT$tH
zP6YvB?5o&4m3Lk<L8I@9K;iL@0!pu(LE(*^?iCwRDl~dDBX`tTX-+czNc~lzt9Vp}
z_ziha^<V8@nRtrTh2ehphzP}_;@NpN@^9Z(M}G?Y!d8-drZKFLvC`(Fbc0!xgARFK
z>z(LCU&^~xrw8-Pi(c^J;=r4A6MkQw4xa|FP`0%4f8oZ<_tkFiWH?3mhx<k{CB4m5
z#FXTb;w`cLt4Q<lZ|9^Ll{cc~?ob&}$m^vCJ_(4uc{wC;dB>>?nhu3+M+X+{0fWDI
zF1c}K$))lYXW2@Wg(1GCKV%Q*R^NQt`-MqLKJRUZ3A<DFU6VYQ9F@)%DUU+CvuWun
zYWPfxM^6dn#GWB}9-t;>JG6WCfwa!uNiIrS{aEQr!-cpB`ORU*`2K5aoZ5VA#H@_v
zHALrq=$vbC$HLf&b!6Co`~CX8vwB-3p4!(-E1__2*ojP@$kO7Kzbd)dC&b6HPjBc|
z!YhI{xKq7inJVDRK^8TR^C3ryhB`J+vYC9=g<`*)aO`S;5Swsy`Rp1hZKgoSrra|u
zT69Jn1Sa*RS8g5enDi!cLX3GL3;a3t7pwa<i;fWovghdyj~jbB*Jje!dPDQo3WOi%
z<~4uPVmYQUtV0e1aiZrK|Cy>RFHb={ez*m}9Jqc~G&{X{qi}`a%ORjR>vi9ZP6b*V
z;=z}y*0$5c9$cv`^DU0LRK6tp^xvGt@Y<Q>AR#XHk-o1Me<4}xaylnP>W{;xGWW95
zkeuOu*98pb0pZ+8LKy9UlJl<XCxcS=Q{%-?p_8-}C1ui;q5joEIVPOuc^#prh1ri%
za;9oH4hN3ctwm~E{ki7!HMKC?*(O{Pgu@e2GBVq<;{4tv2gaYTbp)Af5Jt}^yDaZx
zV}HZS@($brU&|jl98%lcti`!-eQT<l@$xF8?eLp9P>6}nJ-J4xg!Wrz;Ett;oupr3
zqJU<S<&5wFdzllqEg7-rQg2d5ELdYdrD~?vMzQmG)DXFBt{xCdv`(!B5xBPb`T1pY
zvrmM7p|AZF$UV07L;%%2q$iPv`|QMbZJQrQRUWlwpfW93U%St4q&xpJ=j7*<;qTAM
zQ|GGkOV;dXdGAyXFJ)V!lP4TZJ;B19h2Qa>k+Rb8Xm`n}l4lDV16>)rKnmV*F1hu#
zi1@Q{z-R{d<1Xj)dHkjz0rw2nWor>H9(f5!j#w7s4?<WN{l4+*qsV9%Q69Zoo^0ZY
z=Q>QWlEC22^t<0~+1%7m+kDRs7hG4K|J!fmU3U1By^2vjcczKoP0mTHbp9KvDlLgB
zUe5Q}ZZ9-HTd-2QA4#M4t~<XZX?bb;rTF1_(R$dS2^7D@>hpJNkGa_PeZ9U>lKyr@
z(!?m~>Du_{@cZ}b1y92_o~4~Le4_c|9!FsRo^Kkjl{F95obVA;uh){5k-n6rZwXEV
z4+904QrHgS(j@HR&`K~I)q0Bkwjk&NuuNO1qujZ(80$}H<?)<Kz~O%t&)f)$C(O9;
zSW_fubQz}pFRz+xx8B&=cmLO|F#Tj0*yxdN!J5>4Wr%rz>ZhRBYU3k?F8iQq%ICMm
z7EbgoS$yqzWHqLrZ5f?9J7Q^5yP&^s@5Xxxz44smBQw?Z%XPkd?v5%W<CU7l1P>J+
zj5O!KCBls&Sm&=N9wqNOs~0wA5YcdRpT`ks7Zdxy9(?1H_3c4U`0`=W0CWu+f)vJP
zwwc~9q@f-2`fs!Iq-SOw%MijTqW9hsJ3MTR(Lzjif6-12KJ@>C%hypRJ@LK%ml`u~
zw$O4iW>T1HHR!5Wmz0$JS`zvE*<R%6MuF7G%w}KP;*LVM0)Fzd<`-wm7*&SsG^Ny!
z&Rlt#dvDzC*E<K{WR1s_o%PK#%-6ln?+-ow+3hzvi~hm);n_LP^QJWW&sv7DW$&c~
z<1;*<Ecf~W0zxu-Vgzwy)MT@T*WnA_2FSOGI|=U70b0fTIRB3&8h5*c{QS>AbV+wx
zv6T-x7T>9l-U8#gQmTGI+|^88U^>PGNdRbO-uJuzU&Ou>;7F1j)5{}tM?xMOZiGuM
zIue*ar|K|Ys}OyjQXE*&VW1#8>bwGD<@O>ENfJ;p2l4+!mnEpDEaeyqnAnZ}L|k65
z7%z+7%rsKD?3i?{X4S}GsL5gNN73%k9*avF(iHlV8`WV&0xw^v<?KH#CMGr(=<e~i
z&r?csf=a0+)1v#)h~P{w?}7BODv#0=3l9~%$+pba$NJ_eqU#NjkB~1q%JAl)GelO*
zZ2z~-*h*}9+4t|ie*KDC6<q|2kKoCa(xZ&a;y8hKk!KW9-~f^+2z<5WS|RZPk`Ka#
zeoR@+>cT5<oVxn0q=$R7zWPzF6M^-P*P@o{%T<r`)qhHU^ZV_^=+J;bZN9`)pGHcw
zm($emYVH3b6Fl?$_NZ-0d`VS+WAD9SG;&*R|L&IwI(9;O%X<y!>c-n+0)BZ`sD)~3
zfAx0!GQYAnv-+&M$&q8b{Hxwda6cgBLHDDh6+!3oAesU)*Kald%RbC?>=XEw{U}m{
z1xr26R+KQ(U&uZ<@W1bd{#h>NY5(IODhGY=^Y<s?5D^j4R{kVZccO}ZcJ0+3f0?hc
zKlsXHWXW{CM?_A&g*z6Wz?LY2F%0uru9c;#=O@GSSt`pr`Dagw`EO3B21xPo#;EZs
z{8<-WtdFGI)15^pAzpRd=qG27p55EC{?)%_>aVuxjBE^iI?}mVLMuu5t`eAmEbM{j
zhU}^-J2gHEFp(EsxYvL4M|e@qe8E%B)ZUL_VK<wMCopXd6BF0^f%)0l8`!N9+v0{G
zo%P<$jdJ`Ya!N`c0Cp1-#0)w2;lth_UJ|Uu$IJqCgxQJE&1cg)51DZv@K|WPNSN&n
z50?=zKPJeh?Ha0{@hz;t27bGg*kW|rdg-W6V45#C$yf{Bhrkoe*8^yuus)zV<Q4%6
z^(;(AVbupW;#$h*_+Nq;3Ih*fW_wV6@_(1w&Hw1c9}Evpdzx^y&DuOR_7}V6%RvcO
zeJ4x(PDap?VN18w%;P%YShs-{hq#_ls%`TJdy&b4#P6#SUI{eEI}U}vQoTRf$!6xc
z!!CtmZEcZ{+M1QDbL;e-!=wAoCw?5zS{oWE@Qd$g0nLM84B*Uy_iKcSc*S9ABs2cm
zc?;f^WCIVw^GzCW_A@XV=dPax*UNbI3TT?3N!>t+*GSc82d5k$xHA^$Vy=IVffuas
zR`?NNvwe3$i(q;YuQMVGz~I>$p&;!5`*A?c;!d-kAVEQlR|ycGTKtW-IHDm=TDE-!
z)X5@ddl+z*$f{<q%%3iQ`NJnf!pHgFxMqF3(^~Kv<@Yr}o|}{`vLWpM=iM2;Q`uOx
z-`G4tEc*;%F=AO46r}vnAU7}17RK2H6AyiS#{QVBi5hh_mxCo|+@45w9DwH8zoV5~
zVnD8i2)hx>KE#CBcD4SmrJ?>BnU)JL)02-;@k>nME{h)11}iNo**z|oMa!)TFaf?-
zxrJJU($O)7ZrN;tj9=W(#PDN6es7lT{Uh$G4elHHo_){z-+W#ar+m=A9A|g8$7<-A
zpzo&s2WxHIL2<g-{P0XB%#?8Un&90mt~VcR_1Ma<G)C6m(f?fcWI@d;WmLX<q@XO5
z@x^Dak_mT4kZCs7m#$m)7Ai_hZ>g)RBLYIOplHO{1mZ)+y#iFHu>yECpM+Dc5ZKmH
z(moW#G6TR-6R6lEFiKX0G(qf6|2BXhKNO|U-u^{`K1kTI?S(+m+AG-azh)6K1yCO=
zx|8Me#9?;ie_(xwrk!L8O8{1WWr?z;xC3i++Ot0h&UuJh50gmUwZGkAxFknhv5*bV
zx!vd0lZ7>rdZHE|p|}Gjj!-C1v{GAGSUAABF`m2z$P!2~fG7zo43ep4_5ZmHG_4ns
z5CW?a8>~5TkQ{WfO8)uKjnBChHg22oE?-jp%=$!-?e}o39%#TL^^%zr<heOH$Fa}e
z^4sQhz{z!%+t2GabL4jFUe3y&xkSJ8N<gx58%0z7b^r8dYrmz~3cDTO*!<D!TlSY5
zE^6@<q!E}Ns(T#Yp&2brM%Y*CrWiuU7Y1bcdJwOZb!b>u@c^}kd$mgDUTS&Gh#8Y(
zcuR%`Az;%bG%$06l|)JkhKA-C8A{@HMf)R*h6vrkAh8AABk3-V{gf&GQZf0wbE|{5
zfqlbpcVKMn5mHWou(;6sS^PhU;`QO);-)owwrt&c>qlIp9ruBoYr9N2CCf`gT@=!z
zL)5?UOZr9UWRfYBYUKTSFOmPy#C%JkW8`a}WPAhBR;gn5iUdQ9LVvAHsU>Dgs2qup
zfB#|FQpHOxSvFoZ;Li^cp&lnJTm9#3LV{<0&exsz?)v}IThe2hg7ASL>=R$Tc<~j;
z2&e-s1s6}9IrB~}ezYU=D3nD8v%iXKLPej$7ZofoJGhZ0e%bv0w7(iz?)_MSNh+|@
z%R=Ho4;Lq=&rW)-QT_T*Q2}iU-w&^XQcQ8lC!KY8@{{%TK%(eGzsh%t8-qT9KCd?C
z6H1P@gs+%Yi|MbA@l-z)j*Sj|7k|Dw3s7r1=*0vi4y;lq)0`0;e&I<)-Df_G><5-@
z;?@%kW;82|C)mFzN1k=VEC%Ti^~H<jBl||+n-1P5A@hj5_eUpd3y$s<F!8_-Qq6a|
zLl|okzRTy%k-#hT&Gblr|6J3~GJ=<0^MvaFo8dJ#sXYOfJBAzhBNOH2b$J)c`mdi#
zdo=uY=AyvX4t-BtId`B4qnCLjS<|<=cnm~rV{7f(pSP&o8Er5Kvt53X*;K+Y9^bs^
zq6Q(1{pP(a-_jSh^Xo1>ZBFM4MJ4J{9Zor`efgk(HhJMscfNA~w7Jo0@okwF%$Syn
zo15v+oH_H5hP~?FnimUXV$CZA{V5S&1l<`Z+dfZooFcw#z@2cR*LYTUeR<&dHgXHf
zL(c#0h#&L{6@5SaUT`{FXm8QJ;-sGvd%Btm8Uz$9d95r?WsH=Z%rB~obT3+-v+Dhu
z-;<V))`W>@&Hs*ZpSB+*`HGN-(dLiOdjy$QQl#l`Taa=G%cn0s#oGZwWu=zm8*rBK
zP{mwqvB^+`$-dvCM}%+;={K)oJjmTS!Y1wh?1|`No8I{oA05`yzXuOb(=1GmMO$c>
z*lNX{4?pF&P7}rM{uiTAsBj&Cm!_sBTTPAwe0=^GI+{UsDd<1p1B2F`5xpsDj_+3H
ztvRf&ivGM#%g^@ue&gYboA20OQFpxDA|Fc!E3ty9hjaN3M;IuM9Xn=U!kRIc|LONb
zHyf9?&!0b^-o*MNGPzd@fiA&ZpNPZ`s0wl)$5)7DQUL%P*Q0g`eLDUsYQ6p1XEW78
zsv^OM6SM<+GXDr;&9nB`+U~0MQLFJ66a|8RPOhCy;EY^%zfUVlMocY{_Q`JsoUeUo
zD7@!NFcS&?ZveJXBMg6;DHNJi3@sw>ym)SzlSjQXZHf0n`r^(~%(Yl=s^!`aS?URM
z?=MVFO0rib4;8*e3?u-92hrsdFA^571>8Y|_ci@f>JvNLcMbGYHiZnXX|#0)rnKH(
zHxR$~HfJoe<lw;&r!$UCP1aj5?|d+a@!kO#0*sE1itCkt$qWi(NUgfke~N)W@nbck
zDh~%oZ%?1C>+_WiJ>BqEH^)^w`xYj-yvj|-$PQ~BfmL_0)2Cr7`gW*rWPO@tuHX^_
z#~s=OvyP*}wZH77h=O`~8pD!af%Flw_LoO#S-$+HGMP+Xv9q+`4a^d{D`#3#rdGP<
zP8~O9Uf)#^oXg5oPCFy~-f3S|2^*1X0I~%+^e_a3>NZ<Ut`V<RdRsJUot44yzIt_E
z%M7(+q%>Ej<Pli&6NCa9_S2(<yc%&YW=P?#58L7YqjjO5^_EZ3TnC=S3@90Isk~*r
z-oMB5p!kb3w;1oHD(d`^IMm3i{(%bYvRwINFa(7I1_WyP4dSu)SpIuDzmMGFIY@uo
zF}<Wp(0BhS`WOx+G82>z(EakFz1tPF=K7tdka>lmGXzS}oI@CaoxPq>f#^>9(-}+*
zyk@5wqOy0w^BL?45-8oqsaKCxw663R{;fOL(Q@0=U{h95vYG^Ho0;rH`MbgW3d?++
zXD>g?816QG&8M1H9j1+)C#YU05Hkk>S;*<Tyf`W+yQuk+qAG8n+Mu_OpgGA&<(Mjc
zxU;eq8!$jy#TdMif8-AjOvDyQqhGsgb6ZUBloje6dgcd2SOhw%lh$2C$Pa=d-ofzw
z>7El_gdsCXwSB*SeMM*Ydtu={nl}=`ojQX$X(@DlFty>mD|n%2P`W9A*78Hbg^-Ad
zl*^ytx@vn5Ndk%hr{H*G8W8f|r6jNYJ~~aVq^fLtXc(97SkR02Bo-EWIwc={r*r_v
z=R3~I^rk*l-OfT=r!V||R_CFU4IP=B3u~A@*<$aOPPOd?EzsoMZ4u+fN&@eOzU{+X
z*qgbFJNc85ryS3}%XxMwLH$NmUTEU8%xlX7545Osr!MwJ-qVpxCkv!>66gn~M+c6^
zh$b<HQHny?sm3&R8fgEEdZoVFzzM2vTHVihm0li?fG|@5VFjd*KG0_{<mSTT1YPty
zY?i^%7#tmj78sV!-arotIyJmp+Olo->*d*#-YE7WBUVoYLj?&#cuT4X>-#g3Ms(@&
zu}zAG?1IK}K>;rc3JM6b0N{7Qmnx)3%-f9iS{~yu+B9y9yVozlV0MabO)k4uqf)DE
zZ$SRBE4<ru4y%z_jhd9zJ1LE5vh)-0T(K*hP=(n{8ag5AOM@pp!CNi|!_~53btv#^
zvO#MK2h-l1Z`|GHf>WB8K0l4kdm^EG(bdo>elR(<d}scCqwyE|6~)C;siU3n*La<n
z+uL4bpfhz_x@d^tdoLg4(B7&f#HB&R?BOMwB`i2GO5O%zbg$k`Y>Nd7>i?&V;Q7l-
z6$b?fv=JNjnFk-wH?a%zwA~v&9mO{ic7nV?gQA1n$Uq;lF_j)=a|0VIi#>-aUcllq
zne(+s*H!_fPi$^1Np?@b<(uNn7q3p;m*@`W{>-o4`LpkOp=xk3AKV$#UaHr9+M|0h
z+puk1J%7G>rxvx1Y=->9Dd*ZJSSkMospigD6DOffLwhy``b3{~+nU6cZg%Uv56#1=
zP&f`=G_oP&m+)1`!s$J>HH7C6<`fvc5c*D0n;v0}FzG$t1JlYiJj{0-@I2qo-Xx!6
zx4Lm2u4^Xav@z1gYdeOg?hgh8L~gt}IjXL7=*1G35TpA}>vhUn>dwSW1Ylq{v(;>~
zhn7X~d(=|(lffVMvZ<0Kb)KthvkvDkeO8Ej9nQ#hG4s9k3LTZc^Q)5J5=HhVJLrjK
zQQ*h*!Pb+pk!W|*{=}K{qnW8{SG#i7X@^NUK;kRJl985n1S|XzbZO8DWdN-KKSlw%
z!|Uz`4p8_3MiSjuc9Zv6-wUVUi&cVoKR+CMW-#sM<_0Q?bHZmcbByl@)Y`Rc*NyjQ
zhPh7gE(80y+!I>U7C+QcWtw?isErTKNQ<rdp@1`<4O6kI+n#=U&GF&8pZn6?<eH^3
zh6BWoT3Z#5_tiSZ<_W!Xm#9sdUm`xj;$(Y(QuyZr1w2S13GU&SH`3Af<ZMj@E_4fa
z-J^J9$*oJ|X@FEgP_VHa1Pv;9ueLv33`Z{en{)DcS5r@IXQigO<e2kkxpFVRdhJg^
zW>7xjG<cCoDL943nGsUOs0)w6G>-w7VZw?R+iqlpq-AH9BRdKWqAhmKYZMZ?@RP?L
zj1;Xc8CCGPVJ?xk7?mI(`Ico*w$~#2o^`|@`}$VAqJ;Sp9M)Z|>DqBwGf?>S{2Xok
zOCNn+S{ms|-w=02`06n3uTY-rG5!Ew(Jn446Cui@54uh9%IC$>y8M~E1ST=HLu$U9
zyyDFj6Heyo(z%H*e4{FfHPy;=vIa)+{Ui7N$6BKH?zg76;i1x2tt?0ihWpye{9W1(
z!n6p&87jvT7n}S3TbB!*s#H{8Oc@htXQ;de78ccnZ9QrqGMe@gIa=tbuqtVIafjmN
zOv(m)3;#At=>G1z@=;>gUe1fa_?<J5AzAi(e?44Vay+hY#zzu4c|WzbSc%9kQgXFT
zw|#m5@1{H8ITF_NpkWh^(x;F!Qkc~zgDEa0B}G>EiWv9$RUmqVHvB1zn0Rx0J)7*F
z{ri=nB3m8~wb6H)B3?ZZHoK7|HE+L)gc%5#528syvzFm7b+t7`uNr_r_=C}mi#TH%
zUu|AQBqdv#auC%RfP?3srR6aLEwW3tS5FVPpD9m1MOM9CG{$+z>x^hzT)N7Ul`NZk
zc|Y%(^assvlVz-Vxs{q#_y)0e`eSpmY)j8}0~1RB?Imvja`p|Chkn8dgDwpMsc>v`
zh!6neMSjPxhHOI<nD_p(X)xCI`}Rxz%HC&LL8q8Knx4e&pxyFy_1o5StJ}jqnTA$i
z!aRk34Ia5hH~@wKeO*=~r^v2mm{LP1H`$dN0F(!DrHXQL6?UoD6Eu#1M+y!X1vsjw
z$!YdRVdqQSqi9~c?+{%tCUPwAAA&7{$yK31p9x<*ZeOSQTG3CLnXzEe<y9GzfN}xj
ztzDp}5i=!Du}*=DNR;H$S(G#T(FRga;-sta>^W(<2c(Uoc!}PWRTM#f4{FM((9O4E
z9`g~f+y>+j6LE2>M%z`%>kPh6Kw^KIxYy9#AQx@C5CDk%>YtfjWr$XhM)?tepF}f&
z;e(j0x}~dDWbi$`xSE`7thFkFgT8eIt+?~rmDL6-(3HsLZ0?!oy}iR$-|s5)N>!vq
zSm3M7p2w%LB;DU*Ew{>AmqejuyYQCO)qn06v?EP?*}sA9+JW#>(w)@4!%ASWbn4-k
ziw9mzl-@#yA7Qr)xl)XA<*O@KuG~g{wDweS$Adh&KOw9p3rBbJetRINe$}qwy6&Si
zaB1^IIw@X#e{Ij-^Q5xzXKX{x-pKh$ZA1CL)el^u&(w|6Ok~1>iHKc7MC5pE=^m(i
ziIYmmSqTJ}tUBX7vM_<%+2U7%g&OJ9@eBZ01eQk!*#m$PVlzk(dU|q+O9CeCVUivZ
zz*z(decPc!r2izZ$Uq>BbU<)iLuduav!|QaySuvD3iVb$(1Ae@y5JQsR&5Fvnb0J<
z?7Rl+e)xwFCein-T|o@w0s9K3{pGnDJFm7ToqMD9EYAvy;ffx~n#;pChd!JugHoL!
z=%9d^pkq6HSlrom>_0WbLTfhi_y}q%*YV@W%a^KlI@<_t6{R`<UBpU8Xe%ta3~*U^
zI)rCqN@knX&ke+V+W&#X&8tMGtB6#Dozn3@DAGM+jirkI{@{r=s42?`%Tb-BOMy?t
zZ#;=D9gVcg!9Mklu?goEQ#ul2eDZgx>l?dvAp~j|4Gy{v0#XI1LDtPp9Nf&0xJ!{a
zaAoNN@ooX9Ry-Q`qw~WK+Jo2n6yy^eMpdQwp50kD*qgdx|6_EiTcnWsZuLzM_ZIXm
zNJ861f=QMeRswiid_n$|TnYn3hj7kU6CSJB^^tb$`-tVa5Z)eG8hrzdOA6y73Ro_1
z0&Hnr^%SveI}XJsty!egCT3pvygvp78zNe1$PmpCa!Y~$l&ZNN+!t!GpOqu3Umtn!
z?%g}<Uij2s!D~i*Pb9?a0N)FNwd^+7nOk?q<K`wbh%o_tSy~;E-7L!783G;&yJ_|u
zCxQPS(Q+a8Wd)-OTKm@I2YXmq-`+aV_w;9UbhOyhmD0h2N~)D)lHk0K$EMo_@w@8@
zOnC34r|1$dvd?_@JUhbZ`VF2Z<R?Geqvrl|P3W%1!81vGuk&@)YiFMCb$0aMKOrmp
z@sVrs_)7wx0w~Cd3jupXM3P0Sd~q1wy=x_Ag{Q57dHU~tUAvO5cb?S_=|iKVa`;YA
zzELyo1I{BRP}qi=S1fxU_xnL~2c;*XeB1*CWt?_p(?uTRxTZ2<p?R0TF6FmX`n~+C
z$y{g8?gP;9y6T#vnR-j^ay9K=WhCwb?d!*Gp5$}vO-vP5fFD-AZ7Zp&;#J<9W_fg8
zR*<+$a3VhZ3<!*fP{Q&R=P<9-KC<v5f>a@A@b<O1yz-1i=pn=phyiBFbC{}vv|I|(
zMOy|UP|FOuOt40YkV_yO4^f#4(s-l3tOlgl!AI(Sr{sqOyE~IfcBdtec_i*GT<Qtf
z=Zo5@iU1W9<nQ2m`ENvU%qW_24X0#z>D15YcN_}Ug|@hr`j&&e{UAC-k&1h^m)|uW
zH@eAjroMZme8V3d{o8@kLZ4eYynQ32)GV22Jq;4q+D?}RTuq@7kZhF0F02v*$jW3!
zJ*?2&ewQ)>Q>r~Kn%J>(Z+G8<IhLctoi;_Wcmt4tSn}fc4g-elL;aT&e~vPj%PBv&
zsGYMsdufZ7N<gxqR>I!J;}}#8jTnh+k|XU^k3iUa6%-_k%iX>cJ3*kJNc9-aW!&+E
z@o3P;3mirjSI}*fPUU|h&|{Pkh4PNJw$Y8=rY1F;Na^SX#u0#U<b-nv;@}9~F~$;r
zbJfH~X)5P`L`5uPYc~cQ4<&H2r(o4*1jEdz|3__$b1Oe2YY8t0LUuN_CtcnDxF|9y
zNWbEo5nDf;qko|ZA!*00d{Wl*Ij-S$sCjd}xQS_;&APY+RKjaZUnHF8jPaaSUI{&&
z81YESnEq}xypU3!xL94VwoR3z{i;ryt(khy#?ZDBt(D*9ZCbDSUN$%GcqoL$F_Ccq
z8wm7XXJGY%EWKl!HduZ&_x%!L&a2(t>D5wwld65=$0GJ3>WJ9GdULJI2o~{S0#Z8-
z%(TDtlPpvhUev$%GNPt3^iG~4+1)(`Qo-N^;ySKEhXt3rhI??act#XAd{Zogg~<1S
zx4}!i!H5bwL;?-C0!}#e$khvh0pFY3+uvY>CZa@$s7k^mXXuWWR)=7VGV^E!A^LAk
z(kTI>ajYv>2pLxb`6IX<>^B`guC2AFFYPE-3U9U2{bVSUHQ=EI%3_%6zOzO=L4d}P
z-QBQAwFTc2;!7iEWOkrLJbnMsYxAmAjEU9e+<;vls%xHeAYghh^@}-{Dw8GadQ5tH
zZgANrC~Xd>pS@;q)5fS0y|>B{Mk?K*i<WA|W6_^8G6q2XX((`aDadvEd3#q}b6=Q2
z&nji!UdetG!ffmQm1dxX6&Qu*Ie89HP06<z$+zpM{*9OS_J)<aN|b}rqksVQ`)uXc
zuS|AiK8cIt0W(z!#Qw!XunkM90#`Do37{Lbtt;ow13b?rFxAn*m*Oejr3_FCJ?W2N
z`#_vh*p^nHuZR5%J!H?$Su=#w9kN%IfiKG<D+hk2F4M~nD4_s62y;{H55AX5T<RgG
z+Vd3`fli^@3MHkH_`T$(-_y(&%{7v)`6Os2jAsQ3Z1&42qA%aEV+Y4zonBLO%eHM{
zoX}IEW7A7-$+o#p{FrXBmoHy}9k+|&eR2&8!YkkcWu4N3`mh429umGs&`}X>9PWL>
z2Ubt{_Wz1__@6!nQ1za`H~oMy>?H=gU2CG>eWaU%H?0R-oA>j4R1AF>9v)si9jIQO
zB4Id}HBWFaE`=wCp5FUX`PyE~D?<4!w1#xfo7x_)nr*ers$Rg+C!USW770=qr;S6{
z7#$y;PAwkOlu1{SeHM@mU0M)YRm|5W-C4L*@W?&~(>&T86P3ftbdfsv=J0+WvX|Dn
z4@09*cxGuI6)0(coQ~RoFJa`EFU22#4luc~Lq4H+?+8SDQ7EEBa5(63xGJpbA|+F`
zcSQrFCca#-8k&)1L*zL@ySXrYzJM?Z!Zslmv9?e*GeKK~wlQ5i3x7*q%wC*EC>WKp
zQvnbW@CF9|dAL3e#wF*jTnamh$U9aM!@t^geovI6RGWv1O%;*(?GE-pp`wDq)9Enc
zxZq9eKKO%36C?gOIz7)ny+n`{>}&&Z$Nw(cTz^jJ;xI0ZrTh=vn>UaGDID9WS-*pj
zME!SA1J&p2n5Ig!SWc@@#Sks~X>US&&TcABd{<rEqR6V4+c@nZo)~1RG~+VYV`Q4}
zr7gqIOlZyK;_u4V`M4IcLwz8^8sZhs`-zWSJ1^%uVt!g$*JPo!=wYtA)Q3tRFj8gJ
zkt<mXF@OlXZ(2~S&7fv~8+w_M0=qocbM*A|0RwjG$Pk3@O9NyNdpHD}k4#RDi}zlf
zFMUS&mrXQ3dFN(f^7g43rdqgPDbjbTW2zRBl9GChct&wOZlosCGcv})Os@W8g+gjt
zRy<bfZ=sr%bljZp2n>7sLCld`o<20>NpJ3VGymZp7Jsg(%3MtEO)%5B1>{K>K&4ob
zDNVuT>S9df;^YQ((9(ynBPt%{`}La5KAbTVz9~AqqNbC1Ia$jB+~t(j)k16##e2Dn
zx}L~42uDsOkLAw#4c}2S4=QJfo6$UbqWt77VFBx(DRxUDfgdKDYTE58x4krh#fqXj
z*dX0AWoUXM#zNdy^sy$dRjw6&TYG+Pm(@n4MX2rElITayWRfZGCO^L&a2S<$aXC$(
ziYAv!0?il?O2)pA&t2h(IFQUcHnW3vP<Ab#vVtu0)I**yz%T#dl^3%MmFot}1E!NM
z7ll$f+wgv0`|0U_$SL38MK#O@)U`jy;sfNF>{H<57xV8+Tu)Qs)saYIDYd(HOM`(6
zOgcJNU0(r5vOcYZJzI5+J-mIQfgRvxtcCcK#*DIp;4I`tFR#c(H_+_v+4Pt_MK!6X
z@BZvfMXSvs+MAGDx`4QdsSJJ}#Lc&KF)2#%BxAo$_QC#3>K1XT!|?{*mp<)c|MuoM
zHw@;V9hk$d<WCs%!9zG2q$shol7~d9x=Efh!=#F#>BItH11_}yB%+v|+I4Kc=xXTI
zWK%*D{uA4Px=q?wxlvjcAvs3~HWpTvN2^Y?<*yx99rZU;fAhl6>BA<ATwqh_@1*gC
zxd5spgp^`kN|*p(fCC0>3U&30$Ghz_U+=Trc3}U!erhxI`Z<%M?N`%oNCkCj@-hPW
z9RRHE`KMO5r{RK>Bj@CaSq08-x2<w#&ogHZ#cT3v7HTWf%XETuHs^3Z-$YkHJUfj`
zm-w~$r@X(*Svi|+B|>@c+Fig8B=|s7wvl0PXV`0ss|}J^JD!g7Ka4Nrq4*%6pInmZ
zd&e!UI5K>o<Cj*|pCN9R7t+zhAQ*#p&C{WA1{KD@;AOo;G92yn_gg7DgkFjgUO!K3
zRMA@0kN1t5-FKI)9p|xUO{K|4ZrxloHfoa*mZ#h}dym}{&CF<W@nP@W6TSxC#IL86
z>Q!YGZNH)Y3yEkqaZllyn%45}l3exJ-evT=Z$e>8^$AU8RmkbR2F6UhoKMJwhZjrB
z_vHQ&?vyk$nLF?vdi*G;y)eT`0^;?-q%LS&@nWq=wb?OKqWve$Ie+UFkM%7TrxHUc
zR6VazyN2b`8942#EbaE&w4r{A<T-Wf%YOM)y8AU+?XoB=AX3?CAhoOCBF%ON)wYGt
zh)7~Zt84yZb@2Pjmqvvihln2ks(JlR-VZbvL%@n;Jo-?0NZ<Zoz)A9ueCcS|l|!oi
z?}Ho^X(5^L3bddyVKdvG&ak^(J`0BCm*EJL#qR`c<4DF)iqA(4o-g|D+Tu+{m*6gF
zef6=CpBI;MegE~j!$tpniQDm%`uSBRTHK24;l3hdTGLR#zoX!4-=|CYONo-1)u(4O
zUpooRp-|2nZ9d$a!%()=qpiSB1M)yKHD|v2`f2R2t2aY=7&-)Jwf{)j%WYgQBB|0!
zXJlaTMtB)i2&9B09+1wDDP$cEpy?ufX)v$<hVI|UM!@K~O!4cmpt@wgZ3&Xy8L^G$
zuIvhqiC8-gXH=fFxg#e8eQBNNdNe9xzn366#%x#IvHA5mfJ_HZo!a9GG#!M7a<`(3
zN{3@V%=eu35H`DVGH2(>AQ_{=$4;LJ*#EOD9}|0FS)Cn#$Y=U9t-;sbFCpG}qxZf3
z^|UPV&CC^#sVzLZm90cm2$q{1lDzQd01|<Hqz@P+XuOGg3wxy##udAWoM3=#)a=>2
za&4i#95eTKuh**4lY3UY<dQ@HY%yOegS&VpE+nV@v8;4eKfs)`6|pM=(JSs_z<p40
zl3n$7xn!D7Q5+nVI#%r~99Z>0x_;Fvan|(RoLk;heu`gk{AcU#x7OXC?c!0@N&!2}
zZE|TjsLb%~Xd@ZBMVvdX&Wzuz!e(C)>A3>WcxbG}(dly`EDy*-bDF_<7_3-Tobst)
zCi-9$r!jf&j^Aq@tG(O5_Vh&HKVy?Pc|ia0b@?L6yXo<gPQ%PZRjo_%;hl;$-bfW0
z92h8Boapen2zuXpya+4q&%@dPyR#`jJf7_+F|K`E_!hKcgwx2nsRVJm7C#hP6U!2D
z;5rs^0?j(6b@H#UUN8v}ob~tpIu>}lmd*T6#pVPvhZz5hXxL%GMS=jvh>IU>K#-`A
zs@XM{T~A<u!f6@Fnoj4iJ2Oz?W9qHyLRfl+){-}R)s>f%`$$XK+kcKfUzv&5C|ZRF
zE#L9k@VTX%O<iER;epe;@0<?v=341Z41D{x3h2Py)X05ICKNxv?VoSo&pg^4CvGEZ
zCq(@Ayr!{+zrU7=`zZ}(Nb-j)%plIV)_GBLO1z42!o&=@R&*)%VTUw}%nhDsgzU;x
zmAanz!8a3CbmExbl~9VjV8920)+(lTKYua@%KHQdYk#;0EV&=#CTO(|Ui_I4FgjuL
z=1g5lOu`2Fv!a`A%%n2AWxnb$h<4o(Wz4ocU#(Z2v=$%87u4GnBbcFg)M~egZLiP|
z2Ie0OGOD{&RW;7Nlrib`eY3KD;)Ha1-8YhmpYzKVHC?XLVnWB4+^5Ax?4CX)$V9TT
zvS{PU(LUotm!o9f)m)^w<KTd~Jp$jx*1wb-B0DoNwaCJm<x|pxr(S21Zv$h*4--Ka
z#L4bM$@^MW^%$I7Au!dZdp*RTa{yQXMTck#u_rfcj3I+Zlj^5C>prArjUM=cfWY)0
zXzj>sl95bHqP2=x({BjEQW`PsB!u%m8t?G^?_$#DDMP;eKB(lt<aRQpAm=6b>-g9Q
zB9YH$zD7nbwbQx%jJkWoB>=kD!iM^;WPYK(;RAA_Yu7~X(G>^H{!rl!yjBpY^rdVw
zH%<8|$LXaz->7z5js?M%pOWd=FU;Vj{2inUii!xaJ+`>z0)H^Fjpg}V@hQKTmLl!>
zAB_)l>*$YodPuihZn0Gv8XJ29=b2{qI3{B<eRp_dL<sJh!-aEm^sd1R5x`pQ{t+&9
zz5$DCFK`vb<NzPLs|7?JIu1SI?Q!A4g;~IM1dKV49(Cr?9ASR}j0JvL_`wkDj>!Me
zkIOX9-IYalT6w!s^IUeS_u85p;gIQWS)tDtt5)gjnsQr!(^sS!e)Z;UcVBzIHBh+8
z{bA9zZ=mR44qdQmnhTLvh%&e3Hl)KCa+6jc*oTmm4JYL4W`^v@^8P4m=(6v5`rI9x
zYwvF+a?tMUKD@9oaOUK}wx;l!8U+-|GFYs^)bs~Ez13zX<!5Z70I(A4Nfh#unwqC=
zZB6PWt%=&SME-%OO&#!UVig8aK0)lQ7_wb-Akb<oGmE>r!f?0<zb>ibflIk`kG%0*
ziGW8q))Scu=<C#rB4BfalSphcA;E+lth_{0%;@oN;3uGC-*yhe<4d{2P*+e&N=i;n
zO;uJ`AJy8#M-+sD_Hn@*R)vna-@gs|zWLaj&FBw1_(<pirN-bki|ZI#AU3?1rRd4z
z<mCMR+95jq6cD;{kSqx(5L-J!Jp^Ch^$WT1lfWh~Ve?JM=-GiVm92V9zF`cr4eMU<
z2u(Ql=Sv4d|A+&cbv>tg`tlvOvxO3T>=(EcqWjP8ZF$y8oxD<{$b6~3rR1tMqlW#M
zHy+7op<{IyQ&)L$sbthswnUNeoZ5rpA_u1vr*|<@X3-rwr~38&lZ0s(Oaid@q*5)A
zClZeVc?EV{jMp%i@GeC@G)Nm72=ML99)L46uCox#N*FG<;7P)tu@51egzFxjtf7s~
z^9K*k`#k3kly@HR7bQ|44;(l^0P|>@Kwzc9T`GgzjU1F2B2bkC@8?UG>-+cbC-QfR
z1rmW&z)MnIL4gXZ10&$S*9u$$32Qh=G|^yJR8~6oFM~&j0gw{*lR&aT)GJ2nue!QA
z++*&dbd+OIA%%?65Q}e<9zJ_V0+W?pzY@Le*2`>UL%M^+nD%W(S(Pz7BQPlF;e~_6
zb#*B<R)9j5zRyEz!6hmhjM;jg2>Sq9?my1^Ly*~nJh-PJDpTo6VD%6IpN*GuE@o*3
zCN4GW{Jps?z%}Q1-MdRGXLd;M9_Erwif9T{l?*d%d{&+GrnQvgyvi9sdqB9_agM=f
zCIsummOW2GF8EDCMDiK#s8WvZAU#D5-nLhj#@He3Vr5N;h~(HIQW}_JZ^@@{J3Yf`
zZLolnC-%b{%U<fZyjn%YyJwPQ_G2^P_vDF?y-3v%xM8roA!*SYMn*k0$g0CK*$P}n
zc#uS3{5zw(++5OxeIGHP!?C3VP6zchZxS9YqxOyfR5Zb=v(zgYjHeU8!AJ;p9PxDl
zQ7ZAJ<vw|m3Arg)R&IaYvwF+e_&v>O>|h>~fx4|=fOO088y5IXNK<~jqK|N6k~a!>
zwbkP_=-#}z|1Md~At<3&m6Gy_+7jQ(^hpEn&A`ymYS)>9a+E`Se@E_w0;wUsdt!^X
zXooJw4O=A)>E!VmRlr*aJ|f-$W4I&)Cfbqt*{M^%a%02Ad8cSJe-xK~+=!*aXhZRh
zf~#UHw!=2La`W3;-4?E$dGJFjZspn}--?SNxBmJeZ~vP{A=B+YI2M<&gZ^<yf;e+T
zm(yu5Undde&eo#1XSbz9;ly=&r)L~L7<MmdR-SmQXWVl}Il+f=WzLsmJG-qK3-)J$
zJr}hlbQu|0ST5lSx&E0X{o2+R!mRH^di{E@;8rReM{K*}?yyt3-lFJaMOnuZ<4JPv
zq2TJu+FDMyQ=`T7G%Wv|p8l<@Oje@O9cx4&YD6K&l9+IqhPPLWMgh9$^MI2dJ$X`6
zS@{Sl5^!it5|pIZ{#kzHQ=mMj7}G7`cnc|sqZ#t-U&J{VEh~)$BY;;Ca@*FVBX^1b
zDnUz9hnE7N*0aAW*tpNbA2@zLbJi*p`3;xTIO`NeDr6*&XZSc6*<VePj^_CzdKQ>w
zc+hp0YMN_9?&dTblz$)jJRwV_vU4<c5zs!{=|Nr3^k+NEvkq9Q5zZFSmgnNFMz?8%
zHBa6d&kHeC@~pGFjU~1vb_C00HARoXeBdj=kN`>XIi0Wn4(Yp$cO=7A+1VI9=Jbzi
zH}B`Ji91rPW%6+D{<!pENK-(3d*77sCV|)&NlB4ns?n1CsKI+eNN4~gkz*oTqkVjQ
zw50k_dPoS=J?gFKFb+1@K9Oy$U2DI;#cYNvAATwKqf(4O0Z~)1)+Bt((C-M@^yC{B
zhz%ibIts-JSVZ5@kPNtOVCV|iMJBMyE?@V#uZ8~xgXhst+7mE-BrG!FX*Q1`JjgX4
zU@6_MT~VrfN2S9;%}H{pq(#q{j}*UuRggZkj6XtnBu4$!YaV{+fAX3BW#fVND`(j|
zBZ6pJhh{i-3@!IoWQ7$jz7Wm!Nq4p0ui&3}w)-0(sg_3{iB}KG<)luFN6!L&Rg@=u
z7b{>MP3ba^X)10dZW0JhiDhg{3**tFiH51y^PN<02GVcSyHs1p%`ftC*)6$-`~_X@
z%L>!+kGOqg5ZOX%e&q`T0|VT)%CUuq*P`~Pp9H>+2FnRnu=eiPu+4?HJMkPrmiII_
zGXqRYFs>6OaSak1U-06H&?G11Cts$@qVSCl`cXZH&SD-zH9a$P`HKVRZ#(e2)`rKF
z>>xcj(0nKD#K#m(PT$=L0|~E2Oc|%zd8t0bK#uTK`;?vSVYrH;iNE^-U`rj8cORuZ
zz_Q?Vrx`A`c%Bk%ArYmKGL5PG*{a4HNH_$Jmjkyclp4+!uc$C;tg99u82<V>qQzr6
zRYmAZ2<xXgGTO4_v$c*Ft!H~~XY;0>$8SrRj^ghhKyioWDf>HH2x~?<dG<|BiQb5L
z%>unlx!4EE--KUysRUf;QYPOB*gFtmUK?4<t!cCdY!r+NbagbajfRumH}EPWM~jKX
zV1%S|7Za}6xGD#ShY4eRA`{B%!2?1IBrBWHcLtlTq4t}R@EIpK!yJL~J1Hp#fHIfz
zH&mrV0f}k)F~&}3XJ`EF&1ih+viYttbRwDuWCue7gZr78<1|a4sye}`g%DlCh3)84
zj*Rc_ErTH+8{6vkx=uW%KJ*l+<6>fO+S*(zhA5;<_#ZqX!?&h!{i#yO@%sb^j`_OV
z?l%f$SlQ(uV+qOxv`BXk2H{*7n48Q0XQ78=pFm7EZ$YMvd#-(|W&uR0a_lbIXQz7#
zLeWHKz!jXLMVJ2XY0-PQ{D@$7Bo92m_pwi<*2EQd(S*YvJ`16|M~)LSB^Lth-<)ye
zFMqxt7T<4Cdmzc0Gqhs|L!5{O@bmNgiVX$fIEX7}ESA0HTWN3f9p>AUQO$;1w`}=Q
zunwCpLoDlAmzK@tvF+|jsU}I9o#tt6rn65tPp{iEXI`uAdyu6qk5nR5(wSZ%@-W>_
zC>jT0uSlw4aq1ZX_7;uk-Sq0+<0nCx5|MW_n>EfpP19aF_g`&qPCI@gMrZwC$?56v
zi>9Xa{@>4#1V%hK^cwR~Fi`c^r!*Rn&P1pTARf247xs<P5>*>C31Zm`_JYMH{Uq%7
z`etV8iKHJ89*&<lQ4Ci%%<Z|a)gq0}&8zTAKYI4840#T~j6PuvPM3Yx)>e&s$O+F8
zM7@WnhYDZ|3H`t%T<tP`om0!bn}tlEf3!RI$;R`GXWZA8?<^iqM66a*v!>`FM7#Z<
zkKX*k)%u?~AqOcbDX4zC85v~)xJomU7^e=bVw(&5%;L7TJ))wbu=tw0An=iYY@o{?
ziEvOT26I1r&j$}}K<F9BLASKBA{gZ$yNuw@^-R#V!wwLws4e!J@RcLzgj`%)Zm@nL
zA*{a%vP_3XDk1IwoLmJ$odU2!Fgil&It_2%TH+YrA-)=3_k`c2dGG=4+2e9i8DrOu
zm8Wp`oylOM9v^j3isc~5?<gX>|B}|p!gUXM@1(E4a|?egScy{bQY6kPp+vyxBJ`tq
zXU;WmsAR{Fe^B6~%u+Gu;N+B9!3OLImVNhz(67Cgk5yx#ql?LRoQdEn)pUiymi)Ol
zK|xw$_vYv413?hd#K<%eZTe8XxkJQbUS=pKa^uLx;9u3MIFkr@ji0H+!!E>Pk(>LX
z^WwOsiIUPYts%T8Ci3!+)%b%a;!GcEt9LHc2-Wj2AG@M5K4Fr1bWJ~DPD<8#i1uw{
zvPPMn2JbvJYv4Y}IpY}*Vfhh=$tqAF<5ksae$`*S)KSMY{(40g7M3csRY!2bU&DV?
zr4Y;){QB`22sPh^gzz{{wng{+fpSUy918=(dkx;eDp*|d;7<r1I3QI37LUbi@KUSt
z^TqM+H2AN6mK&R%)}IU!$e;DH1*3>D<=x2<uGsX)Mde$yc>*Iv)OhWh?_Qm(4B&3*
z?Zck0%FD}(cXMCSn~-SB`99L2O^55PohK4Hb1yNQ8->1>U(cGbwhc;OZz>A3vCNH|
zPp?*M`+(*@akB@|<U0)>hCGReN2#x?l-YO##p3h$vbS}(D+R7>B!h?s5=Dz+5@uDr
z?=(aQkJjaTS(%oZ*;5XU%(O4@RJU}E3;ps*`uXYhZaQ5n7;UFpI0B*-#P=u+;0k39
zlWBgixIEQ+W<5}0T|Z#-Z<nx5k2v99jtl1TVwktLH%CC_9zkQjzhXGt7+ZEwP{aUG
zMnpp+7M_MB6u#7K#1#1mB?fG|sHiAI69(&f@MnUqenfL+NNL3UN3O~^-Oz58H{tev
z#Xrdmv0DZ%v#DmW`(HDsIW4Z=SWj?VWTI6x^uCb1xmFyiE6~{18n%>wb!;j`v;9MY
z8e8YKzgF7kE$Gj>r0~s5QhoF|>Kd_X(<C5q#IhPG>}Eex*zrpZ;f30J#^EX2hl%NP
z)AdGfZY*<Y>^xsa9jr$@Zmo)Gnik2EBb{TB379XTb9}E9UVen<BBC=;`+0T4I7ans
zwa$L3Y`3@N7koceEb_wS(}<UOGOwMTo&V3fbl#6=XJ_$F_&|V4ND%$28+lrJQ)>j7
zL{g5}J6m_4FcWVR;7sNGpcgMZ<KxHZpNNZEwy8)I@f|qO_sE#T=XrG}mxM$(*w1tU
zk?{ZByMKQqcZ8(da+=G|t%{>Umk)d1D--$qp=?(9!L7slPeo<ezKe<Z@x%*%%`OO~
zX&8=N@15GRyqe;jxD<PAl4E4~<#`uLea+AD2`yzO?{9RNByFR0J+gngP@#3|a+^k9
zQxw1r6C79!c#NLez3yMW&m6W|NNC;{K%XcU*l_OSP>^hM{gE?gzI^M{I^D**w`Aiw
z*ka=WejFOy21{zBqm!0P%avb>d1A}f7;R})lDDGXUY(du+u3pvpj)fSXu3c`)}rOu
zc$fXsv|f+X05zl>kNK!o*l~a5wEZ;!rwQVqfuSMI@t9_lmzBnt+K+>9!X0$Bf%DzH
z4W5aU?|yz4z5CWAY4oiXE_4&jvgcYdCtRerU-YV<>+m$qKY8Jc<;S7;gp-=F9c^53
zZylUXhlJ*Qg~DpG20oq$U)Z>(|5;IAU!PDM6IGgt>EXL~hk#BrwtqVO(|FHJL~X@B
zzG!!g@W9pUc#(V#QSzeC3wrZL=MgzXifE8D6d8DT1nzbaWju44{@OTW?!4>FmUz>;
zL8il7e~sx>a~V-&25b`^@8mtO=-L=yXEoa1)RKDyqEW2$44G+dbHl(dnj3g7X$!0P
zx%v4^ii&)#Ujjoy;_AvEq>w`x!6#cl04=GE8`qbwHCiFnL0)mp#?<uToA!W8W(5U>
z&v|jp4x55QA4)QdqBhTjgp5x!tzmL(q5Oa&@FG~>W$e+((F{GoT(45sLuOjNk3}D5
zm3_}KXA)?gxM{+X`AIRV*Fog7kU@LSpZu)f2R*L4R*Wk7SNC2br|4Y3s2wLn;ekE^
zv=l{0@>@%L_a;5Lw5&DzSHp2ANV>T`UT{^zMJ63{1`*&9=SqUh9-||XQh~8aJL{BG
z!<Xu%rqLhYQ<lRcU5l?NdhB(3v~pEiF<R$}#vi@<j$On_5C)g<TS>`IYHH0*>;u@)
z`)h7m8XCsv|Dxv*6nxdzc4bkK4cl7$AwchHHuSr8dHVZP1AJ1qQUCn(o0WODf23bG
zNBsk(0F+g%d6PE^?qOO@%x9hprq9k{iY)#~f5t#d=6(<dgGm0pLlIMLe$O}Zzdd-G
zKj+vGjmntdD}_B^03hM9l-ou^qqE}PR+@a?`ji@{+y0_VRn*jchu>jX*xv0_d(NRp
zhYJ}E{?UAqolMF|KK2y~slB<HaiNxjp!nl{Ipeo~<F7j2KlDTXRn@S&Kw{F>lTTH&
zM?Qd01m4uD;U;Y0KrQ|Vdwa+>1mXTgSO*~%NC~M$0)@*5A$EfKH6;l=h;j9lqh=A!
zDhO(B%YD9(%PDsYE#k%}49|#^3p9iTs}s7Tn}EGsoIR+9o4Cw=Q?;EQORDhp-nRH^
zI}zely=BbgkwV3dp~g_$_G0XzZJJ}B$f9{78>i(s>4GK;)M7<zYier=tcV1>Za0W^
z^CUdWg)8LM_?T5GHC*;YqcuW%^KY?*<U}BZ2y~dcpv5T_M>8EeILmW1Qb}gSqFbHM
zJ$Lc-xRL?_25_2>pPSki{W#E8Fojw|SJV0b;_SV{dhGxI;UXlfy(6@vG?b#WwI%JP
zsl7`o4N0V>($=J{y|jsjCfaF8X(}^h{vPLbeZTkpIqv)O&wXFV;kaBb2k-ZJzQ*(U
zSWlN9h>g9inu~?PU_A8jc5Eya>fm0)b>l_j*(6JN=K0BL1%vjiK<Y6eF+rhDm~fC-
zRbuMsBy}^?|M4-4X3YrGdXHR5{yE38=C2Bs)B$|A`7is}GHR@qT((j!<~v!+e&^}*
zMC93yYTN0Bh<E#97RRG?Meb4(u4E!sJu-4Pl57XizW!2pc_8ZeN`cX@UoVyH?mek#
z+I|1!V?7rafrW(yVzL)r+{!)8kSvkwfFPy<ntb-B6doOoU*D3WuT~%{x<2Mt$xuuj
zZ=WY=85s@URn*r@5EBdV<9y*yP(t)Qk@|5Ui9FyZFx9E>qnIM2_kQerr~j5ZXhu{L
z!4CZjhJ~LtW=GH0)l(;Rtp8m-9JY^QxUC>MYV5#z*UQs~mxd=ZevIf=71Tog24e#s
z#4*QF=0ldMT6cKzRNj;9zp@Kk%S*>44)RGwKJV|3#!W}$$`Yzdlu^<voaB<k(Zzjo
z7xNG=eDUv3RZyJSkQchp<Axg_&?*LtF*oorM?^;}9f~DzuWwe%{45qY#i$qa9F)wm
zQaxW-<T&gNizaaF`?-Z-!LUW9cSIGhYyRnby1QlH!)JH@^hMa#(UEQaX|3)L=tJ#q
zlXh+=u`P$g4-pn(C8e-+iucE;IJ6%=crwqjU3=Ml6(RVT@NpN?2qECG(4wj#shlt;
zIIJ1%l<T9rBwq4e<y>~~L(2Yk-l4PM8ApFpP*AjWb=^F7FQcgu8Xs3w$6(oyS`55Y
zJafj%+FAi<v5>HE4irTX8yf*KoI=A}SX`u!%y|*igBWbF|9KFJVM@6j+*KH;#iGV?
z^4&yY%LnTh=BqfNJNo+e@bmNI!}OrsIRT?o#Tw??rNAnMvTtmBTnM{YSVSbk*%Klg
zU^zGN+JT2&!F-Q|0^hgcp68F#c#{d!=z0ozaR>^=5TUSIQ%8ud-COUHFD(V<`?Uu3
zct83htU0Y-Lm^q=KSnNokF+1S`hje(qRy1CIxboDw7efIXEik5;&>Z2olV@x>Qf%p
zYGV$RFUJ}so)QsL0KpS(62doM?KB=ov`P4t)qBw)S+QH{Lq0sLeiOlTIx@7$Ys0bw
zklsp!wd`q38o(S=Qn;Yzu~6F0M2;T^#9T3S(AlG&^}5`-H;yEz*Etd5K}-Mx5JIS}
zAll66`jmGT6b`x)ODB`%bK|LnPbIidpUxyQ=)Vo?XO7iZe*=9r@(bt^a;rge{C!?+
ze;(x?kt61ph9i`kib@vFSZsYLQRDQ@d=-EDLEVAN8M_5IY8wc^>oAeAh&dIgtMMz|
zO)E-K3zB)V_qno9M7t~U%D;cVOoGIpYe@C&?-m$H{9IuYsbRDEaBp(j&Dm>m8=p-&
zm3BJ}2FH9;yq%)2Wz%`oZ*UGy$-}2lU+}r^uYPUE=<7d<QwjDY343d0YFwTXJZ>bD
z$cL|A7x2?Jzzg1@vl;gOO(tt49xwbX_Sv$ISIfwh`5kKB9Zz(8h(z{t-VD#qX8%9P
z5{6fQ*S1ZRTWp1IfEZANIWra)FCy{7sqpRS|97$^K33t71@1gzjyGCf2%Fk*9u1Y{
zV=N8w2teirU%$Q$+@a-fzv26Tf%u^2|3?CiSD<((mKY-gZ4WLT{j)2AqL<zo<ekkl
zoBej4ZolrS|BEkK()zmRdXAJafgvM;9(6t|_`sImUyb3wsK2r)OhQ06L>q{Y@&&dW
ze1=a*+9*ecgZHs!^q(kZ4C`FjFrtu%cYscqR_##szBiLP8rD*wEJ3T)`pCHa0M5DS
zKr1Q*N&d!DDopiP+&@ST_&CZ9EPU0yWFlLzJ6xfS+iD^{E`6ZxhO5rFJ7CNn@Jb{=
z)~!IYHt;vKi)iIn@D<zd(OWj}0T7GWf{y@620_UnrJ@TEIhe;7$vyYkb#^4Z&pnhN
z<DZYo!QcAh9VU_=1SPppey;iA2*Qa-a6pv~VOj^!^zQTnchb}QfE*ZL%mNh^RYEr{
z@4xH`JjVw)ILLzkhdLq3*HW|QZbI4*O?^gk*DA11Eb{^MTtqYlejlfVVa?J83>FXl
zHu!+$%;PdAG{`t6PP<<LO^8*otzg8A821P{E<A)(^(JOVg4O;dOPapCRLiaHoSI@o
z>cK{9=~0%!w!*7FKHj8CwY4u&4v7RC82EcbA8^6)kjk(;6@(MG7I5U9cNK@+;J$XD
z-$M%sdH^eQR(Bn$#m<_90UXxNs8thscb6h10oSb@MG_2>m98_=gbQJ5rnObFFHrY;
z?_XvvC2jf`J7b$pj5IzmT4g<Zd&KF4=M8>$`?v424lB9_UIB1n6RliGTS(=VN;Z2^
zR?l;BR_{k*AUr=0q3-||2kYwX<YWYG?8O|Dx9^XT>+*bYVJ=}AdEEV=t8BCRvx!EX
z-suMwpKCr<&027-oA4$u+Ste?9=D6XUK;3ltmOMlLs?mw->GkyE2RPv2w-#AS;~h3
ztc971^~>}wOzP{+KF=XiqrWU&#bJTfDGi4OS(fkTg)2Xn^Pzjb3D`}!c?M5D`IKSJ
zhZQ211<)!voU=&xMLYavb~bzOF^J2I-c&?^4u>C#1k&<$ZEd*buA{mVanD)V;`N_|
zicGVz;G>cqOhZEAkF%p4NcF*{s5XhvvV1es3)vkM6vU;Gs&MI&7(|JO*x6;+Ot@gR
zpdtZ;ejeldaJUV<f++dHnAmmRt1uLl*Nq0e2ga&Pqnf)S;FU&Yp4&JuuGMVB?Q+We
z!dO5{Knsm`iF(hBEamQZxh;KTp1jfRjZel;mhDs0{%xDF0Xr?>DS<-)B@$6IWq{$I
zqFoo-^JkO3^!<&!G+yT~(iMA^(=js><E@DUAJ38)N=aa`UdYsty|z94den7?!|z=9
z*dhcliJoF#sV7He?2p2trjteI_qjeQ+sfBePg`&=Vy?ww3$st@^E^Tm3%?*n*2#Fw
z{%PAK_<D8K_+l^tWdf)_UTSIaT8mLV^!jyofEAWA8t8o{Crv7=s)iZn6l3h6l0h*K
z!avwSiVFN8G8k@R?hrJKC0=Dq81S?--Fy;)M2rNh0P~E3Q1{}#_~K&6icXK!-A+d$
z?X8WUu@|%c-BU{-*BE#TxzIei*E!6TSOn%U>?b9Oh0aCYc93^V*cF{WwRB!z-x&gP
zA<=a$6O(F4h>aIqe9}Do#l>Ra#J;Jc-ABlOSX*+u{rr*bgPG^{)+{@-cY_aprF)r!
zkHhn&2!^Ou&*yPsz%IA-Z5GBE8RolmcrT%O)<Dh>5n)5H-Nv;}#Bkp?p<Ft<z<?d1
z5lNotdHXT`uV(pV;KJUl6;j@J*9+WN>h!ir)7{tNd)D3kw7Z+RuofKF{6F-HY{gJ7
z!UjY{M2PS|Z4pW%0|UF7?L!2)G9<;Hl9EEq-2@cLU3*+yT>r00a!c)Pg+u4|U1t=s
zBqO3>PPheQ01H6|!KwBgb}N1pL2!m>LP8<3z*ztZLV3{NKf>QIu<Kt+wvdb?=KP~?
ztD`ZXc=aCcRZQ5}Z)|Az0;2#S>s5h9&ki&_tdnTi8Nv5^QyLXyWd+aATeGt1s_~&1
zh)Yg3a7t_Iy#8wG8kX}`3**N{R~<^PN7G(pC%X)sxyUK%;eqHW4k4+SnG5gEt&Zf<
zIMfLUc&CgECY0?{6mDw1*YEl~!5Tm_$kVW{E@f1ugkPE%CCb}0$T9Yp-kL*(?RUET
zmt62K(4p_#y_*BmS8yB<qcMruF`!hQ1e4OW4hoR}pmjgJr(SL|bDnWAHf3nm!BSG|
z+6~GO2c8St{FBk<+|JLx7PUwDcz48k-fi2qfq6py^9-f~>AtIhssN*a>CODtj;9~c
zM^d80Fdq=Vygza8G0*^OABC27aV1iBA7L703Vd>)Ugv;R9TghmyPK~gDtjgy*mDXF
zr3`}i+szbGRppt|`Ro0$wpaUvD}+VzvZKPDkgKVbo|`@;iD~1S>$A(tD%hYP>LFpK
z3&vJ}PHAbpD&H?{pY(SSxp{jnV;~iQ!3DY<7tU1^A>6Nfx^}T&X>=$}j8)lur7z><
zB?=7^nU1_?zIsYdyhjgB%I(Kx+^(O0yw($SH8=gUH$<zi>15NMpfemFKDLktrc9Uo
zVyouBRfig#;0dxCRNgEu=BKqyb+$eJ#(rhT7qhH1;bJY&GoxnyQ79HaW7NnoM1Uj0
zBP+&lXNaEM`#j5wM{=XAVjp{c>!&HUBQJQ_5;4#CWA6QXB3u%uL}1R29?b2yaN$Ba
znK2R>i2DK5GbHEVVZ<P^3?LF<WGZ|qB8ap%L^{(mFfeebCkN~Babk`Kh9Q4IO{Tka
z0^m<BPC69z@kvQHkb#5gS*HxALBWM9gy27s;PMnI1V_i=_KE-CZ1}vWf4n~?r<lI`
zL0_c3lYRv|KN4!Nel6cmD+=gSGSlx}5F=hH8<__98k8t85aProB(!54FiQD};yfpe
z1w@hrR62!=sWteE@e8<eSOfoT+TvOwGBiPqubA~hCQmT?ps9Qzks=64VxXGi`#54}
z)J4mVY#lbWW7~u^Zb+&Zbq)UrONk%_qH5N5b`DR+>F*F7{rQnh_JC8b#`o_MJ`2t*
z%8!N>!fG80zF9$M11$eLvG<6PA<*Qxd%S#1X%f*;<eOz->}XxCyKFp(la;U}0R4`L
zPtkI|KBacAIsPb@(%(O~_-WnVpITg(T6ZpZA!R&#7lJ7Hu-&}w1zFI(!&0J^Pd(ZJ
zg)b;KVuWxLEY`$`GB7X2gJoO6D-pLG6h-QQl$VE#84%DhMRQf%5Xd>k016SxKO8QM
zOicetve-ekhv%c;dePA_0)G$M5X@TAo4cex1nD8j-`DqI0=jy;JDzxwV8de)o2=9k
zK3MqBsLLe0o<rpX&|nZVq>1~DaN(klaP#rePijQ<33E2%smsUk?(f4R&`w`fT~qTG
zg#%9F8|Yg;K{iUX!nj3p>uPVIGo!3!Vx72pZ^2U_LiOy~Mcf-(AEA&B=rozRbm7)v
z4zBA19hV;U8aycE95Ok4@`P}f_tq<aZn5isowwU%T2)=GGoyTzhv#*EX5dTH*>o=X
zH*_~g|4d{T*^An$2_#iv^7h8$O;mY8h+^7Ex0XFt-SbVG>7CxZfaa&8T^cs7%3@g!
zj7Lgr<(^NYmDgQy1Y^M?=2WsY0QkA+`8HoDmSTI}-p|hme|N3=Zgwn@z6O{!x5ez`
zv4*yqRubu7ALQ}liT3KJncqoA4BJp}s!mFyWy7<vym(RXV!B$1BWLYYxy3aHXOZiy
z)B@Mi`3;H|c<BXB5#)&Xhyt){Xr4@6>cJ84`y5RGT2RETcFlpu5*-<*!v)_rlh!g4
zg>Jt|PJPb4#B?^opw1=zhtebTN_Nk)u4;B4RZ}XB6x?eDd?o6G)4`D;Y6me?@n;5V
ztj4}^4?nToaE4Ku=!(0ng^7(qOp^xGQ!V)Lt@-ek=jA2OmBq!qid1v`YoRM5Xkti;
z&9S!NEK7q{V{U!DA5!u!=g!C$+`04MisgQr!Dsc#W!>n-luvlQJ($%kXE433fqh9E
zM-2oZ#6T|8fc83JWVdo%%jPrMGYf5K{<POWdsMo<?Yg?Hqa&2Y<uJ5w%;CN`&;2&h
zcKAh_^;^0Rk9pihGz-{L#mg5^YZ<UHwm08#YCcfrKG(5gql2smFLBqNE`^QX)GemR
zPgid*{4z|8fzkxn_0a#D0D<m<W<+8664FOP1r;!Kj*^e_of#iVdivV_)4uOd+2=*y
zFJAZ_0YEf?NF0Q5giviEXwl9jnk!qc-o}CUk***fySasN_9lC|JyE)pV?pKIyGJ_A
z9DojNP^I1`T(#T$_p;r>>A_0X%DSC$x`rRr`Egzt1ito5V08r?xRTk5dE8S+Jtpnr
z9L$zVtQvUBZUNYoM1mWvt~M2S#vybgBveo+ebfO0A!y+<SY9RiIM*z;UH!c&`=K>=
z@!I4vPMsQ**$7S|2yjsW`MLfA>aYBc=jKwC@22hM*%W)ay>LNisSCTP_|IlZ-SkVt
z`rLDT3EzKtCv;q*?_D=OzDkWxSRp2I@uRZ%*BhOlTr1hrG5QZ%4n6{O-DA3Nzm4@|
z(ZcmG=NB5jx`5w+x~KT<_CAMyt=#DhF;@o9usrm1{bRee*>(;^HxA)FTBg?Yc?I;L
zsfsx^qa$<aj<1f%xw{Bw^}KpK#5}3AeE(ri1S8bV86c3C?oU>-wxo6yrtLHQ;dHWB
z<0<Ru?5|9(#=}cXy*Iy?kyFe|uGsU*zewXybj`3+Jalfu#dM}DmD@-j56lme2j8~|
z`T&7gQJF!0i58QX+lzalT6%?toGwp?Z)angYCf0Zg5y*xnd-KaAvvVO&tAc%e~gZn
z?5I7xV*;DOa9GAsd_u}xZSSP|DTCo3L6TZtRCAbXweq_|rc}K@|BpV?^9IsuuOyc?
z3_{F#sKdzs(N3y&&&N~=`JJ8yPG&#Va6H&A)+&AJLz6?`(r`0gDg{0xfC0LrM%9my
z>V+*0EEhXxAM^)D#8PSwK{=|44Ml+0_y^~1Vpms}<tykVgaM2}N?B1`+W~?dP9n=!
zSiQmyLp)Gsy1Ti(MoE*KmGynT9=sqB-;k6PCPLL<vqbHX?$0Z6s=GV?{EJN^pKH9w
zD(4;I_}1(-?w0AY2!vgC$m%LP=e;`q@~e+Y(jr$jwdH`Es;JjUA7xu|ax&kAr{728
z>r~VSY?eLOil%0+WB>Yd8*_R4%)SanwtMg3Y6S&@gn-T$u3LIe%!La#!V;Q(se0?6
z?FYDtkivKf(TK1b!~&{7B7>dJ>#mVrdG~~S2)4gFihZz5x1U)P6BH8?a;Gn1PY~n}
z#sFM{I)Tu|BGIBO&{QBv1YZ~khJ@$B?$*D5P6Br_hoNl68DQ}fIEfjdGJqncX>%d1
z3D762q*p;@A45@n+dLz%bg95k)7vcR_O7h<rixxDcAFi4=k(i_lDg>hn&4Koy>><N
z$1Z$7Y4-i(1;d6@;yV){>vb}Hq$n<40X(!ML;Y{i-)}*F7oMIFIDTXJ>ba(&e5Rw!
z2CG;BT5L@xAMBxiT`V8_)}^?FAS@PNK--@HXn%@!(!SCm!|s#w)SY}=Ix|}WU%|ki
z3N-ZiDonTziNUz^^r^P*HX$*LkeUW4Mfj#eL!Y+>1z|fQch&~Q$EnY~A|wwkv}Qp1
z;(@0|$YfF2)C0Nz`I!w}1<@oD@s31Q1lbcKG<C#Dj)M4~q){25H0Zj5h?#KRCjMs%
zd<ACIo;>Rh+3x+v^oepIAp5&f{&!jLacww(cDJy#Jp(&;meDb-_>*Or1_3m~!_(7I
zqx&a_JDx_<Pa&r$Xtg~&kK4IkrT%1XerFf$zH)dw>+9={h8s`i)~FTg#HFWW8a*{Y
zwgfX8wF6jRA=VO<6%2kYTO_};^!E4b30gWiI24(&>SpS(HfgeX($MQX{vnTNI#eb6
z*11gV$}fGgK`B#r*9Wa>=KxZmj=urs7L+#OZjSH{v+H%f<B+lRcJ0`QfVG~%DvBM(
zpnm3n4POLC25Bg9g&=#6xDosL;uG^!&9xY}-S~$UzoilF?dkahlB29Fc0&0DFoy63
zSv=|7HMSSh92A#8L9gDpu>%&qv+Ct+VonBytC!~AzKu=#_Rzn^?Vx6gdYC#_u}&IA
zUD><9VN-AC(cCdwNy+h3rTX1$>Xip7zR6LL0Hf#}9<CYk)9<`A{^}J}jhT$n#!R55
z&~4)waO^vl^6yjKC-PY+PPI#=^ve4fj<tiT5nGOF_?k@1>*^I1DYKuOUbI1-(cBym
z9^`NHTS~9JUWKPUs`a4Y9!brYD(-}NhEs9lrv%6t%SG>ihm2`$E#*J2EKgB6R#9Bo
zyHhSoJU4$=pzMnyuY#g91iuZfN_-&_EWcyg87L(J{Q^vP;iqSGVJ?>K7(L^MjDC9U
z(IkqXMzmfP81iQpu%Syrj5oxV0}5B7xz5K=OF^V!0z!}nWJe0=_M@R8T2RrJuMh^S
zHAR<l`}T*Y43NEls)hBDo11$v{A3nN)y~e&#c;{}(pMPO)cUwcc94<TRbTMdPoLn_
zmos=kb@(nFvQc)(#Lo|UZHqQh+m;3G6Cp>QtSma;NTI?Jr#iF2;E<$oPWwTmh0|cS
zZ5*@LTF|5$tA@#x*~%jQ5rbg4>_<>*A)IBovMAwDQcn+Sx53CUqkzn`P+^nly_!>5
zfodfYkjxPr&2NJl$9n)2r9Zc-zETpq?Bkp>YPD0&+X{%owR6tC_D{A!n`o(g^7qsj
zri)s@6irxbvC(n76{giEr<(;ok8*pz<%G{@%PFZMw{kibmL6OP!!b9|Tq+!zMPnvv
zpYxkx7)?LXas2)DIcCJh-Vvi#+qL!b^7H53y^Dn0Ft=(9%2XVUj5x+RJgJKAt&Ej+
zh3@_|u>Iq&+ZkW%idNVX{se>!o!Fu6q1zk}U5~(5|6dn|D@+@-SYGKuZ(&pCIQV;4
zvO)6ex5I@m-!k9my)PfZ_0Z?D_G!!olR_&5@EP&N#gWZ5`F)GJCmOOien^Y&%<b|c
z6W{lw{H-Lf0E#p;btFaE)36B*tJLR8P-Z-8AJY+Qo}@W!ztO^v4*pm{)Ybswk;Ttj
zM;V{zk#Z^hXq4Cho>7Hi=`snu%G{3=9WRu-hxEL1I9sl(rS;*df-cze^xbuc&X)d{
zUZ@;<_5#v*oH5$x&qr*yAX@v)(o(@R*NGDk4ScUZDY@nHdFG%2L|S8GV|PxJ&h+-~
z77?l9&JY(8dhtC+GcBOFYGtVOW~lmo>ZNy<G2zczTPMEB-&78oWEn5J&`L2}Ct0JG
z<Y3hZ(N5O<B_@?z_E@_SvvAtOhk2D0zaAGBmg9;?CtvhVYH0p5pQC?32C+b<?xoVK
zN^5er>)Mp*;qGS$x?okFwl%<LWOTKHEW062nd6tMwXxD~w_6&}N)Mk2itr`y84y~8
zHwEVh%8|QYSJPE<pHH(0IET*mJTCZQwnOK{7?vDd62%6Tap<r?kcK4;&&_W|)<fxs
z#}F#R{bG)62V_;FO8vO60o^n%WH;~`n0!ilGcuAxOiVBRTt9Ml5f>GE=T7LgYYqXC
zfRsRDKuweGmj)#iE&oY&_ADivT$*kMKk=xMJ*(!rC%#IbW}z-~`{KtY<83isVl2LO
zM2oWeaDuXyT?2it!j|qgCmHstLAY-;((Crc-G!R(^`}dA5{wU6>`aH?<|5oBBv8}}
zB)S_M2s};G_j|}>WMCzGbPghAz?*vpe7rA$#g6=J7gCZNxP=~_2I}vAG}@#f$PZNS
zt0j?aA+gny9Xe+xV)FCTm-}r2#55qV_@q$BY_!6M{{mtT%K_aE?31yF?uX$)h0#Hh
z03>eTmH}W*0@p}yhEy6-n<Jpa14!Eji_uNwEj0TTF0c^>C5#0CjiPB_z<6UX+Zzxe
z*649o;@{(8cR-<Ki10UJ4jXzZr<s;?6nJ_?Epi)qM!jR}A89^jXYrVS+w>=a8K7{i
zJ&AotRC_0nsK%f`Y?0rgTLpU_CrbBg$VtS#e>CM;w2O`HyK93_z}HIY?%ught8?nB
z%W`TvVpmKlr@uOAm|YDy5HmBh>JFW9Bz%V?&;oEvOPl?aV|#V&TB8Gx#c{paj1pWE
ztG`|YcP2H*l#jEl_?cm_1C?l@&Mh?K|F>MUxDM;J4boSvuQ$jThL0alj}UU6b0zFt
zNO~GT>@AUhsF5m45L1WN{Ex=*$J3-FKOQm@h{<eXQNKDA`9Wd$N=)jVPo|WrhyHo{
z9El1>{QkAXJMX4ykx#f(ud)330zV%=e*}QdEky@^!H05d#3s=Oub2I*cv$twsykVB
zo?E$)?Rqf%1IbJA_RS{lHKPL>_DGO5^L<N)sy14kYYs5mEbioyme<h(@~=I*G<JOM
zeydx+w_Rfxsy($|`iyp@$!Tey;jD<gdskggj~+WgZ=juT9+8S*<-7X(7obBYG!Kj{
z3^9ixO()_ex_Wx%;5})NJ~(uR>f7LL{yXjdwd?7NrERhS?tEcU6vxvQ4!y7>eKR2u
zsa0S}p!XiH7Il`BYJgsH;jAGYPJh3BPxXOBgVciiyT#HY-fq|$of}a7+rvgKr}5FF
zbz!JZY%b#3=!V~2Jnf=^lc;G$Ha9mX7$z*X(9S=uX{{DiJF8%3lC4MHoEDZ+aYrn=
zXw$H$J#xVF>-1cN@{20YAupqShwp#gbC|Yh?03Wm9#wB~L$$ve-&!zarKIOb&*F~K
zIcwX;k<+DqQt(lT(&s51VV(}VrcX`Y691rX?!?KH#f#R^lvYB0y0)vvd5gwRz18f{
zLu1qq*CB4H_NffG+aS6oV9ix2J};fst-QR#r&%u7#}%8^eoRhbATg^M4OhcKQI;(4
zbC4KwA3C%p80;WG9R_@WzWP@&CoV~aD?WK;e(}f%KW*q==D}y-Up2)*{iV_$=IPcK
zeP#C|?Woc6_brnWJD0zCpU;R6H&-j5Yg^Bi77C?&Jr=cFX1F+afbQkCY`%g8r*JZ+
zkgHublr1!p>STpqNqeAN&iZ4Rxjc=t?ZU5s^u3z3kxnzpuANk&sp@<Q<#x#|3|8kQ
zJdUckb`o6?;3X1J7sO27wO!8Q%#rH4GiQfy!xP6W$jP6Xe1;JC#ks#*_k9`p&NsQF
z;UVqkn$QWEqTxMTg>2QHzg&~)3M_~}7>c{@XySSR`U#^X!_+7GH1)J;-TqIeZr|D#
zxh-4gx6yFE&o2KKNiVkgjwd|bT(QcSp4;-n-J<eTN%AYXG^(PEZw|_2#&S_OLFt0~
z`!8Yp_+;=G#xO{(A@O2ZPnGhE%%KIRonc<SETV2(JEM&lHgMh*4K}xa>gM-T`zD~z
zv$>+hflD&qmA@jmg8dFSUx@C-T{tdQ{(K|V%tj!RP%DrUR4rh$`vKW(7lNO<DK`}b
z7)o-59L?_76|R!qQo}2-@ux2`A#=~iY}Tfn)OmXg3t5o9dko}dpYK_NgfYEv<~m<o
z($3Lu#eOx_ta0g?nFC-%wig8MSnN%?7r~rpH`?y6z-d!ycbTP`O`g&rUbFvF<h$2h
zKBVGZ3CoL<M4CTNQgRtHvkaHS4|Wn{M^@x6Z>&y1*{?Nc8mW;Tp*Gd&S@}jFI4AhD
z`~i~ZRkml<H55}XWG@T~uw*Orj#G>J1f1@w)cssjT@6SC5g4R|xeZswNJDSj{ImHh
z2i&fmV`F|%v2@o=ma_Xxtv(C2$fvQ(VoI)^guh}4o9y$zN`^}mQ(DN+%MY8j_PtkK
zxk0@A5}8u=FD`thCacnc!dy2`6>?Ik6rHYxTAZoiQb?AucKCejN9}g3Kf20`eavtb
zVZg;6h(Qpb;PK(L?8Yj1PxVY`Ht-_=xRyW^AdQAkPYLb>aKae4w;efHFga;lym+y~
znec?e7jaBnyc6<!u*sFG6ZsWAuO8)!kJaC4b(SEy!#|ru4P7lzCdzW{eOz*E=PNTy
zQY+blNcuewd|QlZ0wwn=`jx5+cG>|K09d>2HO?%EC+#lSbuzI3-v2b?MavO3;`!cF
z<hpn}T`)gFE!Ld>>+V>IODp5N#5Ug*E;dfC7!pZA$gD10`M3=P1mM@Jwi&)*unHEO
zzcT>D8FUOBeP<9mM~Kr2jtx6}MVPP%!m9&i7`zjn$Pge7=8aY8IdM(SuB>2YJNbox
z4LZoIgb1B}LS3C)<^G~LE3agn7ogeEt#2WLdU*R@)&lPo&S$*AnP(?wH(mNcR+J=J
zk;^%M?RY(6z1Xw4Ht*cbc5kUKF-P1&bYXI<lWCEuo*b3a&f^m(8zXb6CB-(yX|kJ0
z)-$--g?DM0s^3x%m2*Bwe|)5MF~dI^W{#K0PB5x-=>w!+UR%3>s(}PdV;GTY2KN-<
zVTBLtCYW?Q0uqzPOHlv=(r`V!#5yF{C7d*m@O<loF4S!Ag>ay2V89lnJ0UPaY&wDW
z5t4~(HI3?2{yI;zUPTQz6y&6IB4nYsj#DCfIw{VWeX;Lg$rtSw_MuDBwF^yS`Am*y
zr)Fi9GR&esA`%Rnm4*Z{g5lvWJjQYqwybqN8E)3PT^6v-`{~$oI!ZEUlSq}v%@unV
zxc-)I#!+ssJaQ>Rf15GRGy~&^##FhrEF)XBC+VCyw#Ak69ukO?Vdv*p3mDA9VFg8J
z6f6VizdP|R;eONohIy6Sh<+R~Fhg$<L`(*oA1)(ePoXdU@_wdu%;Y5yfC_{;0{$fY
z;+*i^9u|E6QSmG!J0!v>yHg%~k`JKx#_M|FUeC#_ahdr%v8>1L6gJk@Fgfig;OaV?
zamw(XU(#Zr2N(An&fX7Ba#FhvH?!U=(*06Zq(YR<mugnuN((qiGd$VXnX_b*lPT7h
zA;khaD!P7@Dzmt|hf5#T&K;BZEwxR2i&pI?K5r4{)A`-+xN(9hHKG~K65AV-d2^?n
zfY8DDmX$Z>b|0j5pefX;kttT{RwjZ207zQSz7M*7;|7K&s6gHa3IZ$O20(h!@_?V0
z%r4Jv0~97CCf0%EbXazugZz{^p5OEMakhakkUS#)h|pAuL9xeQs{uHExGaI*>F9rm
zw2uKtV6LlsP)|+2x$k3xPc-GIe!b7@;Eqm`@4#T5b!i<Hox#M7{<|**nr@l;+-Fqb
zsP1a*ySnuU%N84Q$&^v;zM&2=*)@CppdCA3$*;edkU#D0;qBet)kR)!(hn__I$l+^
zF@;>A_3e5Zd(zV$A1}(*r#VjK!JJLu%1<2Ve#t3kdha<k&}&3fu_$=S23S)Jr|u#4
zI!(BqlyPo;;0|5E=!%LHoFoL(iU|w=gU0GTxrtH_+JI`u(P&KQyp0?LY?^`#t<q3}
zy(RWM?AcId%a&~zf#`u$KJkY;76DXm*zFcpR_B*Lq4&dKfPDVyp$HcH=X`f!7rgF%
zmuBl*u`}@jatexKD25nVkIYI@9BUu#>zin<+{%vH#VC^V<<hVy-R1*_R6@WVu*Q5_
z|51wTS@-W|`&-KPjHspUWj*nzKm8=+Acx@$#^GeAn=$lN(!2jboBNW?G2Tt3JGGhT
zXS+gfQQGQdcTj|@kY2tUu2mR1#vZLy=vTu*9gc(ENU>PL*oLEvgvyByQ#Om%3s>Mc
zSschDq&S3X1cy~DdehhI>w9IOcst>}Li>-N6Xh8Ur<m|S$6xlp<To3so0pePzO<mu
z_lIt2amgtuP<wrS`WYpakts<+{oi4!=YA)+Mm9tR4!nk(7mB#8&!JU<XeC?MH+OR*
zbJZY)S>(~Vyp5mQY~f<VtTnl&m$<l~(`DlS6Fnao7MZx`_<KdcKG+7v>(3_)y@3?a
z26;adbYt#^?ixftTf0{zVPf<Ai)T@<^dZ?WEvs!)exaUHyY9X_qH~r*N#^U}+VqI6
zI-hGW>d*BNGewAt%JWLw)zdqL@4xKKClPWj_5uh8AInC0Y|eX@f{>B6<CdqSq#!BO
z<?bapap@f+{y$unMRgJ|Bv%Oi#T&-L$s0Nty8Ywp?Hr-29J?%Z@B6nV#r4&G_VKNE
zJ>T0NuvPYX%Co8T3bCu1TQ)?F)PWOR$)3RT)SgLxksPqgZgN}cJHDV-eC))UrD)h7
zhYBnv^I^c<E#W)!t#lcpz)A{f^^wV*zEADE=#(&3#aR%xk`Bcn*a)b?39=CZgzD*%
zbhto>^fBZDsX}v%9YTaB9fZM@2tXh**$Cq;j(RA6h`iC>%+r}jzb|BXpDt`ek(ZZ8
zw0lUIB0>+KH;&jt^?<(g9hnG=orF%Y<^EHbiE*nW(9qewQCMS85_lHVnNuz#ZeeuR
zw)u`A`C0y5=MRTT@_rZjB3*aDI<ZxrQ-y<?IQ0WfL>&t|B-Mk{ZXD#+{aIPfK^#}a
z{<OB--fT>}T;Je*cU5Ae>*u%B3b%?=vIR%0jckh}6{ASK2YLquczMGyQim{;5NZyP
zxe{JWxBX21qHO{DMmiw%jTLn3(}95)B5x6!wWx=P$%DBFA->7PjRyk6($Q{wV!{If
ztAMlRQPcTC-EWBTyA?GLcWV~vl;{qAl{h9eT2ug2bAkUyvnwAJd;4nm%Q%E$D#xfi
zVn(-DKk8QZa@-kG>MN%6GAo*?IC^?WZ4)J`KKGAtw9_=Z9_y$6ynMUo^~43qg7iyI
z#pARNr#F|V2G5SanaMb6DA1iO@{6goAz4&J<Q_!BVMQ72OV@P{ZMrt;?98=2O!lHm
zw`+8?u6NWJ3dd4Yn|&IE5M!Y?7w}BO!^cpjLRHwqp5BoAbd+&3L9d;M_Lk+<yp}E9
zx@Ybc*xGbgo0SGXbY~}TxOnJ#{npgExu7WDYep}NvKMxGs#+rR8V>i58ylR54_`wR
z7a`v5+f{8(rt!1LZ>dpz)Ku{}JEr0?FZY(5LFu6=pBD7~_O#TE`|LN?4(=nxz&SyL
zQfz;a&AyZ|62Tl{5h|y6{XJRn_UBH)dhM*I1Mk8(Pm<xgz+_bO5>7^}gUZF1Qh!{{
zcO6lW>V|xaEK2>|8wD%lT`i;M-;ZFa7X8^o@A{(U(bs9WMGk9@#MYAiMCTLRKkcXR
zp1yt2@vU+R`B@zlG9U|`IT9T3kmN!TVzQG{n}^+UUp31vrHMVkync^$zR0O2>FsY0
zmuK_j`sVgRZ8L<uAemVWoS@p*3(<>4SK7~K>gy1<yqX-5KMWOxy}o&)P?6`%aPx$|
z<}TuPxEoq+;&QsTt;+Y~rV&G2$#7B}@ymyaOM^IAWGiHE@6Y$9Z+rSw0SO;lgRfn?
zCK-NHU`oB0kg6?64N`m3yeQ@*|FJMtvr}N>$mXA}J?TkDW0k#LHQE^NGuo}UF~ssu
zqs6^c>rh}`w(z&~XIy%uuyo|nMV+aqz)J>uEK@?v?X*iU4%xFdl!9W0w6_1bLSs!i
z@Ln01&$Cn`p)o6pn4tUo`$d{)ZO!ZJE{C>ev+Hc5Im}zO&!s*4rb6k{+~uZUFxpw!
z*la6^+hd>3bMFb+Lx$bFFYsOE|M{*W=VIJEA6#qRXpQinmbgmB`SXx439OR_6%oqV
zhF_WsD%jbR9uJ?^-E~#<c&oy9SIbE7LrXcA+R@{<v7gGo^0IU|B4A6FT@<-C$*AwI
z7I-4>XT32x0*svA7EB0(oyK!auR1G*R9u%Gour=8l#8PA`uSq+NGM5Nbo~AD!vgZ&
zRFalY$+r%xQ+`n^b_%uZPt>BS+j@|jX~I!F^aErVlPx7iB;H^gs_kCL?MUEX2L>cs
zDb(3m9N*tVPnPY~p`^XA$Ke_Ay}6eH*Aq2wP^TKor_H+A#3a_dyi2q;Z(TgZzG-{x
zFDuK{X<M6Pt^fR8&K+8U?M3PAOG%ejogk^t-g4+`aDW<Yzq&#{G$Y*?E$Dx?t$&_)
zM4!wQ5xYA?Yq-Pr#Ebi-+fK7ay!0IhYD?&FNI)l1!t!Z)b$#xj5bORG?g&d?g>udz
z9$ObF1-`5M`~IYtC0t?Awi>5?kXkkjOb~GuyNRyyK<p3G=fxqX9xjwM9E(*J72rB}
z@G7zvwme4=6~x{5?omj89sJ0%Vx0D|DH+RZy9L1VzuRl)WiFpOr@|yD*t(Q@#ps($
z4KqdFh?`9vzHKD&Z8?`l4o{pMw{*0~@q6>tomP2gq@G3_y*&B#3H3%YChb^ud7f7#
zR=1P#Qp<7)m1i-H6(P9=3X0e3;1gdp4wa?;j%rFK@@<cUn;Io&?X3D^{FbIt5uA*&
zk;G}bDJ63E(JhiRyM`xA$gv~kQebw#SN?bN#2SiOFBI>;h27l8QSfK4=(I7~e8bXr
zVcVS_XP0y+V)kj^&o%K4s{oD;$P5%s)oAi=de@LW&gzYfN<LY>4UgV)(IQc^rxc_u
zy2ouO<0HV8JL;SN{P^LuB!}6s>>A%00z7d4X+f{T<Qo%j)wN4&TH@JyxsFW2r{**J
z*0kw%$$4`nIE+_uQd^Vf#=e!ACoS=>At)Artt3dJ&jIbxP>^l}v*k(ob)ozVo=4Ob
z%M#fcCq7TzEp&D6INRwx)3`B{9hy4hL}qkq>&4pb%m4K2R(I<+$gK)P*ERm8mwErC
zj%)JzRaUs3he|N~&U?8ME^Od03l~Y|ZHpEh?X&I55~ZoFez9KO<tSo>oT6dh@ep>M
zjQVh@vb}bXGt}IlN_UUgkHd~fq>7T5G<bz0)yBarxq_)WKyUb3nFa^|qS@<MPTRLU
z?{p&}rD7$#fW+g@#k(=*O*w8IM6Z|cz2YMjsl}u5)J1oD+mEBi1>OMJ`-RFim`|v~
zb3iJ;c!Koy?Zlpcs+0?#I~PeIt94P`$FO3QTD}mv?q7Fnuj1E@jp5Q`-#*^HvWr^4
z(XhCi3hndZu6YX0Gg8(vtJ?w6d=$U>Ei(46|8E}cmR&XJ215qVBYquu=&rnKRst;I
zQ2a9zsMf>!X{>&Ee4=0A(!O~4mf2C+0!`cn$%ADQc-B-&srLpexiwNlb8|VfRPV&b
z-&5S|+YziNHB8N*`wuGQ#w(T(*|cSQ?WXvcYRrxA$NrE9k`#<sLraxS>c~U>Bj0o&
z5eq&}C1>xoBP^4h_9kK4g-0%pZssPLy;K|?+HXByv1xKdaKl-N&2wtIdkDLotC65S
z6mXjoAF#G+Dk>~6S&jsQlPf@}^z9N6zFIq=yQ%e0TP<g9O}+6z-F{|FZ{um-6Q0{2
zeC{Z33Y?OvHXbtI=%Q5RYHna)_Lq_Bi#G(GhKb~)GEl<0d3p|>ThkG{TYs%Wr!At{
zJIzg=l5DD6SY#nrx^FCSR$!m-CodyhAXUSs9i{G+|GumoB}*No(qp9i&tWzDG-}5e
zSKR}JUuLe0xw0M-ewBE~WcUfH8Rk-t5G_UGugAdbv%-ms?BS9*8<cH13^Iy>kzNN6
z>xW&?+I`-?-qMlRuLdMa>g+fz*61GF^`+`b0+ob*jD(PtdaFfDi;T9I50gBDgrd-7
z+f8iMuW`a2;SV$WABpWP;<m2maXnzW+O8vW{|ZCKe#>)KvZJhn0*7K3?T?2Z!)Amg
zX$z({l<fa>k3VgoJ&ybQvBt8cVd~J8-jSD~yi%qgcHP1!%B%9=q*kfOeg>1{VAHX~
zR(9gsmupUEJ|ry^#6?up9525AP^?U=-iGekr@yW#B=(i|q+q#*5s!KgDqn`<^isxh
z?wY)dS|_}BoV1PV!KJVRJbJK$aAQqPO=-~?&_@$N>&N<^golYONb>7blKoDes*|V}
zmcR#Fsh%W+0|SOoHNb%_^SN!Z^RP<HJ(on6#iRr!oFFwmZ#uS0o*1`ub<Xp9({XVB
zvyz*avl`r3#Wg>ltVAG(a`oCcHE!b^4{i4@@-yQu5A@oXJjrLVZBO;~&Lxocc^j3o
zlmD2tbL_ty!}Z|z;@*1UsdRl-HZ}x^(UN?7KeGrAV=BYKoA8$tRQW@ml0~NDxFvKP
zJ+8-{7e8>U{Mg$@?eI?>GvCiFY&Az(1H^j-^jILNT|#ZG{PdVyHsiCXt;%;OXr0eE
znsngMCKLxGgt;57`jGAh0Qz4ZZ|I*)vDv?n@oBaRVP6{M-<taQm`IFN(i<<M(tc_i
z<y@YL=*PUAjI=*ae<Mn*5rE8bsYk73EV{q#h*icV<;S~+7(A+#ugSI*+*MKZmzm2d
z_p(E&mua4m=Mw!AVu=Dc#`mdIFOz#S+nXr8sHXvVCrll#z@WSJwU)w`7crH-&N92w
z6L`r({?yo+_my9Y{^j>c%p>ZC)hT<(n?)V&|7Zb?*{ZCrKJ@U2O=Cq@<k5p7viigP
z3E0jKYYOvQoqD67chcN=8rAwtpV{+Qw8I0;Sh3opCoWsy@G?ly`uNHu^-kf?zgm}D
z`s){5?VDP`g@9q-@#yK(P{7=)MGia(sv~66IcL@UB_&=hKQNJ{Eb4IFYV3xa{l+0L
zhF(S%7GeYf3A}XhYMmApP+J~~vU2Hp+@bQnALZzWj;%jxT!JfJw6+$B?{$})4n0-x
z@TVJRsqGjAg`Dn>x<Q#L@C7Ijw;c7$Atr%9mO+96gV_L18;a=i@9n4BpVTo)demDl
zkDXjMzp9F@*?6pq>q8=aczTA8D1SD59t$>V97X|ub;F47&o9BBNvI{YPF&zW$@F&0
z(`l#5_AGe#Av0$#4-3(%q42L2WllI4s|Cx&^&AK7*Az83q-m@kNKh&IbF=)Yt{%0o
z$Muq4ztxx$fBAC38A<*sWN`w}I-u3Zw1<M?rQ!IGLuke(B)vbAs&d9$D>3f8&GYtM
zD{mMj#o7F}<IM?n!nSHSXBub@92h{uMPdhh6cFpM;kbp*c?q_SoAq0bR=oBm<4YC0
z_WS@<V$m1Qlb&e&Wg%M6(M6XE*VXVyc-M|<XY0?GofEpQO?Dky3=CV5J5OfZHmC$N
zyC?#;MUlTeOrW`gHG6|3d?WI{Chm3>R1yG3L=XlivvM5_J~WG_C#<fmm1suS0;#I3
ztn|{Wl_rj?#CZx%I7Kc`7VF-=ap)6!nw(D11N1k!AmE8+MMo+;xr$R~EA${lopXRe
z(_r*^@)^Tl0i0Kpeje{s<|EF@JeKKcszpEgUzb*D`@4~Z^#+@32Rm9NSSwc_I0aDR
z20VKG>3zcHo4tlWw1;drbrReAi-l#rIP5&jy|&;amGZ-s%s7M#(clAwRbgqg?7&gu
z6@l>fhM;wGTl-r+NnDcr=PAjaK!tL--qn+k0SaOa>f07fKv~Izc^z2>8?wZC<i&G{
z^oHcc%d~mFnj2#L>*-AbvKkC%k?JVw$LeJNuwRd9r!aAR=)5o^a?+L`OhOonG``L+
zW~BznD=r2(?Brp`D~xGy)fom!8rj->U7t!r+y|-KyD_1hd*1rBrNsWfgre=nA!^2n
z(u3NCWb?vzMt_fA5!xDzFv~%Ly&l!3EXt6S4dV*m%1KRdKSsa}Veue+1c(rZ$CU@~
zG!`wjcoNjVc?}z;gs?Ma<Q57I`qx(;Kap6?nxff#N13DD<tqd(%lA$Gd5mi&QD+y;
zRQEoa{F~0o=E<z$!uP6leoN7Y$$jmQ#r&rNI3~V2;j=w|iG(W^wex-H>BlTW{NfsF
zJ#0M0?uI{ZbfiH=ynJ6B+c}1**);Z9g453EVbc_miv<G_gk`c;E%_$DUiO597w1*U
zg^n){f8PJ#)BhHmY}?U(dHBG&+55_}mnW1JLv}xYbgMs#N77c#I4G>+BM*PfctG0n
z1L9BKcSCX^^0S-e@8y&83`<-*d=2lOqGkjZc1N>&_&Bk&`_XZ1Z<H{1II^vN_h!PB
z(=Q)#3#gWdBgS`Pd9RW&p_$3L4(!k!*n>>nOgj|rGn!Kt%CEwz?aWK!g}2ET1e&dn
zMn3&=>JLR@S(R|a^cP;q%xX!Z;wqW+yRBkv*)g}Fn-gt*C#~&$_GU0&dpV;V&#4lM
zpp67(u%1%JA(vop9BTE4YWn54kNfK=j+{7Q-`pV2^gG<-avMWM7Hk>rp0Df9*Bw6@
zlVFZ1OmN<BDF@vtEG+D$T`CY>te0)H3FyYVH<D?rgOtQ(jJ`CFktXAQgYsPzaR-aJ
z$+vU9D6&-}Gp4KfFT~Gd%U3|rKO&O`vyTZ^6I^!?BAxl|_g{%0;r~kf@aAe8I+14!
zv_=F;`KEyi^ztkzt|FdL#=;lJ{*BPxnp0N_;y)ozH5p9^3Bn$s?}v7IC5|{Ui6KP#
zV*yQ*Y(nBfA$Mu-jPCtlT)uLM2qhME6<EJQaki|D(+sct_kX8(C{eu?Y$<{64=Ef(
z)*yk0BL2VK&-eca$CCrF?FqUSQbIY|m%4n>W%#Xs;oau+UjE-{#jafBAzJ>>d&PjN
zl{B4y*szaNRLpA|S+>??6K0?N7iUE#OgEk;O!3fdbK0q&yE7fJ0HluG<YD>4l0YJq
zuAllg>Dj(t(6}}d)0y0$S)81jGQ@nOe}aLLAmj(R+C)K6%cV7DB1szGMPKmTN9Z(&
zX&Wuzp)jK3KM0)U)YLcY>zXi;5u<1-vK~nCP88?%)YJr?^xl!=ml#tuKoO!<On`b{
zT>Dpz1>83RCD)i=*_mF1tk(X2lFa~)BUfbEtHRrvI9tTNUZ2hfui9)}P)W%rC+;a~
zq+*#!4HGYHE#|L*!&=a7H%@Ig!WXi6_SWOlyD?da6aJkcObovvo;$*5i8Ma|dPneO
zQNeC0$`B;vZ;qsU{|j4l0Lsh_F~TT-0e;9F(W-NK_GJ0fr%zBboIkC3_UsNBuK0uT
zx`At{Z2{e{#8JlLvLHnn+lNfd<C4=sQ)l~T(Ow^jw7Vu}7A$wBHH6MtU*ph(j^|Lv
zrR4?<`B!6u$lsaKRQj0fvm^bE1j0lyJZ1MIcxVy2&+F;${7NU~H*q-cLT%S7Fk`E8
zLy3_^W%k9<`|b=M_B`9})tC{%KBTjv7}b9FXfwsWeVtGmL9K`}<j_^`gQjGTVCJsC
z{YHo~AU<V6;41-u!YxGD&_J_df&wl70D>N&t&F{Wn?y!Vu8ro&2WFgpfhE=EjtJf7
zG?QWdNB*Z4^@@d(QfpxqVDXB|BFaUA<X}EfTo53nt<FjP;DE{OqpSRqyj2CCCUj~3
z!Qi2Fb2=|>yz^(9$C9NN0}C>E1<&HS#;WH2PwS4!@n+c^(y6uo2ICN|K7Gi0j`-w^
z&ZU0MBJQ@@I9>CnEnQn=>YnJ~ilvTV){nxfM6QA=V$)&LvPPmL=uf$3^92G8%sBjd
zcJ?u1RR|w76pW*e&3LfANF>S)yql2`joboQ_r}I_0(l^NISg={$XK$p)Lyv+b|U`A
zB1}OtQxW-5?|yAb3=D{SCY8=8o};mOQb$hlm2Uh^f?B9B{b6@Lla-0|Li+2g8fsip
zgL2$9#Oyw}{yu$}l?TcS``lL5DZN)>bkRo&$ggcTCJdwae20)?1J^y;wkN1Vhs*e(
zW&E*pm_RWgb|G{XAnLMFW34!2ZY~im5cGS4LA#I^=1vTE3a{CitC7UfM|cv6+;L*=
z9_Af_Zz<qQ<GW*Z0Yko4jGni*@1>=n5OB8ad28aa3j)iU-qVb-myPUN3o6KK`Pz_$
zCpFy);E6ynu^x&R?NM!%j(x>C#>{bg5|HoE<lbsF)6$Z``3u5k#Thbz2<P+vm7u8!
zLhv3uoc{<wcQYQ7;pUzBEjZ16xGtFCr`YJLZH2Y()x0_WXZ=@dY-p%|Sf2>(TYN9<
z>c$VSrhBH46}*{_Z45?iix5UCp931$0s*^Iqlh*U(lWY6N4+6Hz0cr1{*KB@0zLvv
z1t${vu<SR)YJ^q?2f12h9wYfd$;aVAgXaO3P<JKP)*FQ*BdNH842;z%NeXp(uw#zN
zMPUJAN84cv8Hz_PVd2WLRdJU|JSsX8q^RI!V1Jxz4Md>>_7tmK#}&l<GfS&Kh&r>w
z{ah$dzK76#uk3Fo`h@vLgF>CkKVG8puZ};h&scbJ0GH1A#SNE^C%spGJ$d7;J&m(r
zxcL{j<bols(*eRubnlR>^&NCIc;ZQ#GRRtq%tgYE1lUd<_TP`6KhHsril9e^%Xc^I
z|KFhj>ofW#nx>+w@d#eTguypZTrVPTp`<&H!sdkU9I3s8u#%6<?t+n#hBW)9%Lc>k
znO$-`<a{xUPWC4vwK%$XMq#u89mN50CpfjL%O5S#*AwX+2$v>iRbeGoz#ITekwK;P
zPC|``r5jw7<Ot_CA@zR!+FUbJnqbvZMD3}gSc+TbFbgiEu#gvSMXp1KLa?AJ5GQFV
zPgcA&S35j2GxNtsuwGu;>u{04eKX%K-Jo(nkX){B=;h<oKP4>Xe|p){k9as)SUkr0
zLW=C5dGNJE4eF)^wVt&E_ku|a6#_EQArd1#p$Nw}e`!3zZF=!aQIw&*Ox@aq=kop%
zwg>hWu2+woWPA43^uexYN;?rk12be2pa0*di@G?6#bn3V_;%m?bo{$O93P!Bod?CO
zclu*i=PsWLXi1v5Vy3&v#LdY`#616-ijoT}DLe}|ab9fsfK($w777ucil$~BkVU9P
zp69gBN$kL#X^9&j%#ndqQvjw{t&BQ5J4;;oehiD{9yZxf*@a9f<MbM<-(y<1Nqvs0
z2|TMPTUy0NGF#*!YyRS-cb5C@&JZon=AnGvs*%h^IdzJuG>5<G$M9(oIYNr;%=3bm
zos@^g#`t<Cbds|RwQ#IP*m%7>Gr}EU{qKYLdFk!5gY0eOWn2`Xe1p$-8#X+v`uG#&
zB|*o!y$%*AGU9#nxk%z)$!)te38UwmdET4{eEJzbn;DreUUYlVHFMs}%c~-@_>HSZ
z{6I0^jS$+5`#qmvHf1ojU2TQ+y%V|LJxA{0;lSNp^m3zEHR#vJ8$TAoxGml9g-cgr
z|7Nftw-;>$<E{{yzj}M@rXSt%{yX_XrJNWIh4e{?hGzj(Jnifx=6<ma>3HI633L4K
z`}A3xV4y!6=yt+YgE83CRE;BT#Ph54q~<vyR1^c_l?-b|Ii<@|?}^p!>~_&d?K5L0
zaVE1Rz<#vABZ%SUVcS?GMPh2yh9{a|-M`R;&sml&r;26j+f+*LY&fT-^$02y65Y1j
zz(UNp-~I{YV)o}hPn;p~pUAL_?`!WA{OZzu=I5b@NpTwS4HJEH$Y_K{DSbft=WYbe
zB6W7Rv_j*=cH`?zDa0|UcpqO1SFT}mlys%^^5MDj&b_KzC+b!oB`7pJ9D6bOm|mD#
zOKC@?0LKmz9PLm{c<T<UQf2D*or5x*v##gMOsA4kM}lirY(>MQoMP+Z9aWozrkK<#
zW;Gu_m#hPP&XLxa{`szIs5t*O+hR2<(@DAYj~+7@lhf=nebp&LCoHZcab5A{i8~!)
zX>h8tWaKUCq%3AtyCw7DiM-3WW{BM9l{-~g4UN92lR#Bpok-ePwvUfX7zk(Cw|{1K
z_smsw(vzh{()<;*2>;@K!L`u{khUN+CtS$uc&J<F^+w>i1Pra>8^S)cSMOqn`uc2J
z;%fuU9Dv#i-Sf%`cKD8Q4?CLXiS1@~vblJX8do=J#4OcYRQQ>b(-9msFc8M$Sw<q!
zi)#P=e!><x`LM$8Xz9cqd?K$8s#_>><Ib_^W+uFAJMhcbRLMaAnoD>m*|&}YUScRz
z2r8V3;Oe2waDiwFb<YkGe}8|ZBxif4pnlq8o5M7mO|@5S!6*ss%$o3%!GzwXEtgCq
z2Q_>ZU8w2OF;{x~o>~Euhr#fY5Yk3sxGu)=l_S}fgvbcPNUqB;uMv3)aMS%lMsRZ4
z=|4Hs|BWZ6yBN^mxwseH&RgW%mL?izW+<UEe35Sxz&s>$E!0gt?(n9R&Vv$8@?73`
z<8hAE&MNl-jb_V1MU!hb-~s(od*!CXN>_~nQo(L|y$@l(Q=nq1)-)keIa}@W@=@!D
zwp}X+mvGhyFG=)gdDcSsWw5})7pwdoDr4e@>Qr8>b%5W*)BLxTtm(Z;(`=+#VJ-(H
z^t-c-i`K1(7kcX1_Zb#S=55BxM4fq4I*gK7`TH175;)iWQ?ir}nT7$W!poyozi2jY
z2bM6~=_W!Ojcio7y_>OJJqfXUQ<Im@U^kWNju6@JH`-yuurcsIbDKfS&0ZuZbU`aC
z7}LX+oTM0J3p9E)bS{k73-8%-xT2s!ixeRXP|t5E^4$k~WVE4|C7cOt$W6oMGzZf}
zcJdnifr}d;7oWVh&B5&n!NKrphURdcVSHM~r<oS+rv^JnSv+YT24EyR?XNbSa3KY7
zE_Zr+4d__k(%BtrRRz4xmvwCFWPx9eR|WkD{vdm;&Pb}YJ&hw#?Bv5~2nD+MK999I
zL*d=wwNZW6;|_NunWhnm@T{xrd4swJfem@o?YH*e6i63J*9{k%XApN^qcTy|GIwz)
zt=cdl%dUOVV5_$KFl~314qt=@N2Zu_>WEF=+pe(yp=e$ylViu}lUVWgoSkgBSCW~k
zKAJ?1*kAz(LFq=~;o&jX>|Zxx;~;nC^G;ot3rhj`JtAFwq#lE>8&0nZ6meN$oa}yF
zb^k2${I;5K(UoyIz-cy(h;+bpydw*OkcSNpnK=QrT~gK_+s^wn*!}bLGOrg>33~Zl
ze6`s)Kkpc1#^*O!U^ft;OQ;xg0oVjxpX%(HI_EvhSiwLmEM`jY=(tnP7Xm<l<$kqz
z#&=v0*s_x8{h~Nmi)ZsNPbw7zp<4I-8OX9j^1eB!`jtjDLy2<r8?sXjMRe(hU~!>7
zaG=aPC4m!=psH!O+TzzIM?ft6+7-y!Y$|glj~Wd<LGJ(aZ3K}tP#+$<;908>vOAj=
z$tJKwk`SmhvYo31K0oc-p>VqUqMmET%?fsMx<yOZXXfHNU}q@tX1*M*kkjIOUyEm~
z!Mj+X$bfgd#&3aB0e^N!-TS9k9FzaVramY5!GCP7rskH}ubm+uI7F-p!=#KY8MCz-
za9I)U4sE7RY1GVs!r=6?Fad#yB;5pP{e)9`pAYjWam8CWIjN&#EZH<JiE<8EnG!gE
zevr8;Y`J$@BW0aM{X@F7pIF^!(F6EFKP~5HZYkRTi}0Z4+@d4&z}>W6bno^w4^*+S
zSUGVh`uehr3-9zVi>LumnA58f*+sKcn2c=@Pv_*mD)PuHkCJF4S2*rj=wjdsVWLP)
zbyzAoC0nQin@tz?hhy(g!wf>uHN6(6nv3ikb?#jWtHzo18}_(QXRhVc?5%~INgm>a
zhi<c52oE*Vl87jVGsll+0^H#9Tv?Fce{n%5+mQx=DJSc$uIYd3N|Yr+Ne1(xvWt1h
zhci+tbg*Z<_)eZQPS5SZkaf^S4yJh*v_!p+YA{X}R*cx_CbY>w%txxG*5lxv{XmO{
zNOzo=Xz2K&ekUJSaFJ^x3TAK>@K5YVz2&g+)0DbUr%inz@5-B?gr9{HqP11ei<<D*
zJZ9Ur$t3X1-HVZasd$`U0ib2VIFrXd@lMHy;<Z;BA15z9o%;sG01`9$9@Wr<raqp0
zs%#s<tj0l&xJ={>lNq0_fFL#kA^{RE&AT`2>n}Y!Qu&Eu%y)MG;3?B#Ceh-P^(Liz
ztKY5FG)9!}``0E3LtpXmwk9#6?(wTDMsUw$YfxrL$QA^H?lw*L@bz(SLlXD+6@f&b
zFnb^QK%B=-zrVgh%YfGNDI~kzIz69s%VxG@kEr$}Qn?+cdM}`HTbX12*Jqj+g%p|!
zJ%y0_5fR43V?7>{BDPalHQCN&tdTRMBwydca`$uicc+rxbae}w8<nNTGv0HHPRz~C
zz3O;~{KxqdSIYCQ%owLJiQrw;l65*<imxC?M;5l1je>|Kfu^*f!16kAI#K@=m^o9b
zBiwOM=>By3myQcpg2WDR9z&W&$@}{hZG&>3$(YXO1?~XdvIcqL36!BE5E_129X(t8
z38z3HZbrbinnrtn3WcsnSF2K1pQ8zC&G&Ek1d#f7Qq9?MX#}Kg3_wFP($I7Zr$?3#
zVDL3`ZU}Q=T}eKC`t#xCdWsRV-ZPlvd@wXbYiDYHV34rv_M7Ib_C7zp*i%sGsN6zV
zkh4*qUsV@hpK|9J76SxM?Br(~p}<}qEs_qp8}*{$0RjRF{mXn%H`y4TQ7q?Nno2Q_
zA&*hB!YTcKI(rka9M`sO_%4;C5)~;)MHHz}$<REJhz8B`AWcM~fuw;3Btw%1D$PoB
zn$sW^nxr|Uh-i=os((LO@AE#-_Ws}h{onU&+uEMB7EAYiUFUfW`>`MUemm6r!|#2U
z8JhUj=r9+lfDru~Z8jfHg~90bHES%r=<}j4Y&{yKv1Iro<7wjJUM}@OI-QGoNtdUh
zqpg8isBXS<I@~tv5%&Kf(&*#o2a!g3_Q>8>_uf2D_UTh=N!b9IFmztaNW%-+?q;Rw
zdIU1L?>fts2YNgF7Sl&H&-`4+Mmv|b?}@&_7wmM4pMfr?_3<rrZ!&FGVvpp&g)i;G
ze{{e)viPy6ienBk5VO+eT_q3ff;VJnwLl@q%+m4&Rx_h7rh`n3ENWqAXOO&W<+7;C
zD^MA&=;?V#_O7Rf)s3`E<f9%wym9LmQ96~KX4v%LAN#1BoOlSfv3J@4HzS-;CnuBB
zEK+Cs%gw)+De_%1-=l%D3VFJ+xp~d<<;#0LXN+8&TpT8XB9{d_G)}AxXfH~8G<71d
z*S>ixFlaYOL*8pSev2?B?)=`ta5VkJjJfoxXZIi{xdF|v!pY+-r`gU~2wtKs(re{V
z%$(lS;$j{oT#*&FUTu9}?u~Y<757G9*McHxFPceQevzLM=mAk+CeT$7CB#QRBKKkq
znpavn`agvb_qzQ^I@+bNmY<&=b51ddjLSE2pmH9*_beZTEYruO_4M?Jd?<E`?-ure
ze0crVt&>Z?pq$zE6mTDOw3RMjmbPh%8o<=f22GH5gzZxyAZ6j5ukLx8&A>wfF&aHv
zbFADl3dSnnTNfc?2$1icD=@ycanwNUktaVx)1tT5{l;}mLsZb5vFPuFVy1;PUt6Y)
znk7HmMopo6qo!&Q0t9t4y*~6MJB9^TQU0tF!)-DN=N&@B!(W2-7zW`VQXb)BR2wfj
ziM)ZbU1oN+1r#R124;pBmAQq5ns8rl??znb|LOKrUAmuG<r0Me$Y28b#s2LRU6H{5
z7B9pRB@W$yF#li03+Jb0C(L}%%){G*-V0zNABJDzc5C6`+|ktqsh^W+i%5P}*aYS*
z$!8ycx(-^{?QQ!Hc+Q_ED*X`YtnY5ZvBBq?mVw;bw4MJdo?-NP_T2>`U=8mE%}N@Q
zte59MZ=IaVU3oYqa$V8>#~MQK&kjWEd<6L?X}9Uf$OzGH;cm^a$8i3KfRJFQ!b#SP
zxmV5wF+2--IP2%~V6reW!xFOmP@t~*bB}AgJ5;lyg)tu5_5q)1)XWrm^09|l$J`#{
z0^PnFQhWY&MCi8?KIh4ghBwqwo3BXC-CHsMA7MYTG+|(aOPl4`v+wSfZbLz2ut*%4
z%nM`se0+S6&`lbjh(96dR6Ie4vJ-48%9+ttLF<OF3YeW&z~KQ}d?uiBEyHg5_PnPM
z!UO1V0BQx`VBZD46B-r8SpL6JB9w)E0yI(63=7Fn3#-h5v}cHbP+wUL^rVwpe`3SI
z!ok64v}`rMves<L+g$ZX2|!Gqo%v3$fy2DSx_#MNHa10ULlSbzd?8i_Lg3o2sOZC+
zk}5f!-pKJjZZ+5I>R64t3(t+BA03?24!M^(KV8j`TO+d7aR9~bS)-_Jd$ZRJdhc*~
z+74Y_`;Ph*@=OVrUf)+mg`{&nI2@`<r;K`e<iviQ(qAR15;-ZEA?J9oZs<MFVsf*^
zyvQdt_b2s@>66pb+9t9PD2n>)zElBIV6`3<fl#tz4iU8Y;|F`XyD8eYG+_V*%z6MV
zkqxj|3S=*%h|B?2x+mVM@FdSf;s8RhTN(OaP!ED#!#enitcP(J^sdojy}^i(@-Okg
z)^m@+Y{R9|ER(RRXCvyu1P1EBiYW|_txDHnv2fe&-4A_z&F+hZfp-iq^gWK<VQ4X@
zdfmUTUcde&>UXl@zHRL(s?l1Yc-qD$o{<Be>tS~%b!m!fS(n!D;qoifu<=6Qz6LfE
zSiM1%(bd!YoS9fnhK7NtQoa_l)nW@xRC6fA^S7OZ?=Wj<;!xp8wC0r%OfjTVqJ=?#
zd(%YrX0u;Q2jaw_Ty9B$U^HV>&!J)emm9&(n11`{syNJsbmqji^Fxjsa2fEkWnNiX
zVyF(Np#*0|#{uT_`L7+v2i?~GjACzEhP})|G&|L9Wb*`K4VE@GshW=K4kluY6r@NH
z=cz=Yql+!$LKsT`%qB`Cm~x&>F+Mlk5Qjk_l(hzihF&1};O^^$A2KjBO0~K56^8PU
z77H<ZCzhIEbe%)8f~&k)dBl3<bq|Vi>@2HrD)ea$(2!$gnKa@!mD8nRh4gteC9`9#
z4rvWR;oU8?@89!?h1g8Y2@;lS=dRr$cb>d`RI_A!YTLbASLmjT4)b-m&6EBd@_L7D
zl72mvX;N+h-?^%r+eIsTw5qZ-sk!8cb|Y*_P;_C4ly(^eYDg{BKo&!Hbi~fgEKa+<
z4p<r08*IzUiaRyb*7_3@=B#u)ka-){&=2S4v4*fusumC`ltnRlSVqL|p@t4PsutXS
zqXD-|I9th@TQS%KMGsNH8xzF`g|~o}iissW9Rv<11FcitfqkFUu*gjXv*1TKvtUQ8
z*|5RT9x^V9lnvZ=eSMD+e*K<o51jEiCn?1>;uf*|5MDLB`@Y`jQz6sn*mE!S=IohD
zUqQAx>wbORzD0I}s>vHiwRb@%7Qx*7lMsV^a6;RonsM}1Zh15gmP7R&=frMePHc91
zN8;6!xp)rvoU?!x@mYm_c49aHLFHGh$(1g0|I*F#^Y>3t$p-0IQCYbeYc=Whj-amt
zHYYO>lytX%*yg`5eFbfYZFA4RAfgRpU1lqktiZ+T|N7N%SS<C6Xyua7kyU*_+9-g0
z^z!W2BSwu%xndgutNU-TldYhw`4q5m!?R`YI?nIBKciBxzGxpiXdZGSn4Hs@>U>We
zidk5{`%)r!S~M7yO7NLv$YyAmZ%%J8`dk?;OsjN`pIoCFFq?+fZVPM9c4Mwe8N)&r
zev}z5z_A~um)zY4zkEpzHT{BF4QY5F8~dL!cB9{K116mWJ`RVNO7w(KJSRe!@FpU-
z7X!Bq#AS%aA2fD><d4tHJR#Ey$1kHP`mY=R-FN6T{qVnO*!}e#>SX?Jt07%nG<dZj
z0K5gW&E+9<&~!^Z3f(#!2Y&k6&aZq|yuD%HMcft%r``sLMZoQ81cGrp;5Y+#KGomc
z?O)66O&Cxdl9#9Exjf4YycdV$NUDVP$@_^lN4}0W<V|H2OU1LpQO_^qMBxjEZE{a`
zO)<<a9N81<wpa7DmfT{N$oq>@F<pX(iKfnkBFIKs4M((0y6!cp>ULyL$6PY-U3b_j
zJ&T`y3z3GRt?qBj;Kd3YJh(pn4+*+{d`NvB8zMy<6V`Z;LOJAeNKsA;w;yiz<G^rX
z(`0~QQrgin=9C>5q4a=JUl_tCkpV9K_3im#+Fb}v#2pFC1I>`T2?`2A$8C3`YoC-<
za;P)Rt!`tTBGn{2H@6zPgrtDJ$(?%k`S#OzH;C=yNB|+>;fJ6~_!-+lL>AA96&`c?
z`VsRJC}Lpsp&=rF5MaoG0|&@ZhpNr}>`>imph_S>4gx(Rf=cM{)QtT8s@y{m4`}&I
z<a<y<>0&%4Z}fKAtG2im-o7JjvGnnx!pVd``_!5S*DPMvZ#O+!HjKl{wDJ<&tE0*7
zZY(AG-mwRFTWFuTyH(TFR{sX~7A5z*jjUimBzil_@S##Uru>|%Na$GlqjkMYZNN0l
zKlcSL9)JKeQBQT8L(UeK^z}H78t)$+xf6O&VjL}eOx`*EGV}fN40-PU4!skgO`koB
z&6?c9ZWlqkk2UT(5~pz+Q^?@p;3A`O%dS_y7*XL%!Tq$b_JWJcM}#rXw&#hbd&?s(
zr;iS<V{4q<c~rmgU>d_C&}PDmsin#u7B%Xw+RABgsBV9rxB9@G;+E}Ud(WCDto_AG
z6K4sx&ccYl%$E?CCB>FRGwuTh9r!-pvG?Klh4mwPMn)pD;FobTc5AkqBvjQnvDeLH
zbk7;=bvc_0CPDmy{8(1mv-NwF$o)x1>HXoi6!`@6YWz0QN9-19&ej%GVzp%BML1x6
zyDEFH+rbc#8rP(suJ?SO1Ohx26cqeNiH)OZpLaCl=|S1-d7ZTVp8gOCV={WUi$sPS
z5L6exn$Pj=o9ZjK#CRT~rkmU6x{v6H;v{tUREx68y`ep)?w-d$KGSkUoy3d;L5qF+
z*W-(59Dy53T<Rt*DxeC1o)I6W-f4e0aqi5s)Q#);)%g5YGwd6<A{E^+WDh?7p>KL7
zY3#S$b5Y!${xrHmKHV(Q;kAz7ie0jsU$O`Z2&>fmT<IF#*^;1aNsR}1Ve(rujhZI^
z@5M%MOeXMABjn?To(vvmv~ThH$s}C2|5=p7NlQiP6X*nnPPF8q7PvGTonF7w-tee5
zBTI<^g$!^}V<VWFLJH`~6Pp`>;X?Ng1B||kL;~cr+Bh&c*b23;uD<?<{{C_Zs>2UZ
zF3SO<H(Z;Q*lQ-Z&B4M_fsV5SJ7GccxkRzZ6&&l@`i8KV2Ms$Wot*PV4}&Mx&TOJS
zWPL(lYI*MFku(vPyPrMWcCAX*B78Kt+J?okLv`t2D{DSByr*7mPqoLk*$4I*-nVbF
z0O>B@{rW%^E)kr|w&nE@RiO`tTd*C8-V__TSVrId8zBPrb#Wc810XGNfP)HUYQ8;t
z?h?2jfi4`i#OD&vPPj(sUfCBhvQMI>LYV-B6`9sQ9S`f2M)j=wj#rjIPy_aa6K$z&
z*?I?y#Ippx*NuF=e*5fLoHt;gfS1YMu@=KMOBvbP@1unkU+X9lW=hZosXO4Bk&ui!
z%`Z1s+~#$(wi7ESXFbuUMROC~v4pviAskgP!fh@*XM<;40WHaTl%I;1OHZ#4in+2F
zj%!O4Y03WD@ave@NF+pID<$n=1VcfDDk%FRKW(i)rO<nC>W9X|8CR9|n48LRNwd3X
zwGZJD>nz@IQ^ZhdD#rFu)90A1x%`u_>gtkOb46(6-b8(RpRy0gC0NW5IrW9O3855W
zZ^bv}^85-FmD;U8SHR7Q)LhV6TIkL+t5Q97?BvW%-~ezmzis{t%VI$gw>p@oEZP3B
zRN+?Q^rtsNFO|;I;&l%sl&Tjlhz7DsZsaHu+Op<7J#BiL^w~%V0{n2<C1BICtKF!6
z>xZk}U?!8LY=x7@SWa^XyXOhr-lRZdAcUNTrFzUMfjWvq*ewnd2@1(ts1~6P8MbCd
z{ol%DE5}gu8c=RoyLO9BTRmA%7CE-C_uxTph~^Rvt@Ha=&Ln>-9XM+nb?fLr?V*Qz
z_8Ds@+dpT>*A}{mMY7Z3+Y-;nbyx0dr-MC?MoAZNW1yLJFsABT`1p3nDMiTTl%=}L
zRxS{N0!xL3?$a4}NoZTkpcUtQevf&b`H49PWyw1;rMGM^GxKa@C9(P#_HqD9Gr8rx
z5UmV2-IB<Jri?J{F_ngc<4bf}DBM1vUc$1&%T3ezr5;k!($dEcTmf4S>U-ilB_XgQ
z-!<2B_r&WX-aGdBEED78$*9-LF`{4_8P(pM@bKh~-}Jb#X?-fE55fjjpyk4GX-{4r
z`od?A90G!a6ENW=CJV@$p9*z4TYh9WKOuT+&d$I)hFA}|3q9I(MN>OHJAtMwQaP>X
zl2^^W*?p}!>NpMTy*fBX%99LiUyCdh4QluO$U0g+G_P|%s)1ij?d8%!Un+KzDoGQp
z|EfVZ1+5x~vM$hOO)O)skj18<6o?+!q=g`_H?}&kXnxY(9YaHixvH3&ZUV@Hy@7S^
z2gSrz%O3pt=Iz_#3;%c?jkQth{x4RHFVz2+det^8*;+Y9hDE>X8abMEO4lxW%%~)r
zMJLh77kYAq5ah(JPFUp0vKKr6{vad^dW+^LU-RG1_89c2Fbp*Lnu{8fW!*Xz<i+i|
z^e$v-JXMHuhpr8T5HHv(Dx|L7!EUR0oK$J3N%8S50I}m6fHpIXD)88Eb)8(a-BHj*
z0>38!01}W4t2{OIoJgp|mjJ3j@F%ev@2?>4GvJplOPN_j`!xvD4iu4Z3eH-9?^VA9
zTUO}kwsqY-U*ZA;67;6&7gJ~*AU6lqzNNzp(RP!P+HHRI>>K8X*<6DjUc6*EXZQSc
zS7K!dEj!6={4yJ!E6FpbMYjhmmvO%n!#naTdkzi!6vP477rBAQ79PnFauV?hZJ@>9
z&0h}>kBh(&0!!NC6qciY+D}Aw|E<af-HMX3{|TD7(YWhis6k>pR#ysz_vj_F1lYj-
zX(>k3i8~b~rEbwcq`Rg;w>~~PqwS~pmolNLQdsx__XZm%IcHwoMr6ZH9o^bHL~{_@
z3lNS^E!`_(>F8+ub>a%U!<FOk{@5VpjdllzkdQl|vq!2dbgWSM&Ft;`(O1OgpfDia
zHn2PNr6qAs0M-X~!PRG7#LpPTH{pE1wUQ5RY{VWDYrq7ur#N;OTs@IIgbWaeKGCqy
z*%vE)q<}}?#dKh9j_p}~zQ{xeJ}1UB6Rv)Fed5rBr{3)*No0wNB_9d@Y(IAS<o)89
z;qOXH+GS2`ah>~l9yUB(>NfMqrVjO7QsIAWDKJ(qclvY%G!}9>oA~JE=W<5L`b2#W
zNGeC84;;b`MSvs4DMU5#)&t-}hVvovb5%J61Faji-p`?oB&!YBu-%F&G@|eX)UAkE
zr%UXQ|E2#Eot>*5Aqg+9-IW!&8vx&w{1@8?{{is1nfK)3hvHo%Cnr;oBB>xrLWDh_
zR3f^2H@}2LUhCx8*x1?g=i>q9Vw~*<QDvgT0^Jg$ukM35<?-m_AgI(*eCZs{O#su$
zP}R+8M$hj912=PUP{*~0xpvI_G~6ce<qjkBW@cu_f{%muy-{QOgX-or@(K#@;<SDf
zD@SQfH&_Q1FX#iJy{YQ$E$!%5CTrU;bw3~6+Z6zShFH3@Z|pr~XQu|&7y@rObmqi?
z67k1k#>Xc~#vi=Z?8^&o<gxV@OQH51e(2h329WvK-IKF(Y>TNGR3WA6p9j2YI@}gB
z;!;lp!PH1-3;)TQN{6`fXY(vBE;4r}Y_u2%Ik2;4yKerst<w(;<XC>xVr+9w%3x_x
z#4WG>?%lgD@I-*))?&a!wvyrEhS7$8+ycxa(8k$-<b%9rZe>-CB4iH3>_27?L1^Ez
z&kV?e28XS4bz(4rSkrPcJLlPw^8s|=M`qG`tCmlb&9~7P0^0E5Io|X9_;E;i)xyIR
zlN(Wo&OJm25rja);ql_HU+s0$bSp3>Lqm6R=7o-rme9vw$zD@1M2Ng6#7sattHx*5
zg)A&lriW@tF%*L+9zWiyjCy){c+3Ka*2^-d1>segoH8hFBi4{;MZ8Ubv5+~?@#Dvb
zhK3IOmt%=9q{1M5KgwHx-l}+U{tNN9K^mh@Df^7Ccn-{}6J3yNK6>QHXV%rfroWv0
z@L{;<?jL7&!E>sXpgm&4*ZspBLS|@Wq#8D&h*BEfR=b6I>eC{f#GudJVNkpKgSQ5!
zsKgL%^WnMHB_Tn*xiqd8uX!$sOc|Y;8Jnqa2?tJ4zIUCUrWr^E1%1oOK`8^i4k5Jx
zme_z3LNSK#s@vM8Z<u*6iNiVm+Lq3w9dLA*&rLZNNZ0O{armB^s_LelJDV^ueE<P;
z(BhV99pr;yDHxgF*!H+zbnAcT*uI;JoHdk7f{=d}T5AtkkU;DlKi1erqEFfH$(0oq
z6~xyHR(1$qpI~xFAwAec2ketZW2-8lE8?~5FI4!HIZwi|8!k6$;oqzA<LeuCo@_Tf
zY*g3S__1WB*8&8-gr>3})C*9k(OAVx)3%|=sdUZ{6a^R>zt6QJ&KXuH(T_Qli&td}
zc8PQk*5z*Y%fI4$iCKZHZ<t}v0n2wAO@duj=4wR|C#)C3)gVi+TjJ)DAkf3$9V>N?
zm4DLG{GqVi5)}Q{To4J)-Ccw#nC^J9{^_={uz$1sxTiPayUw_rZ0u92T3hepGMqMi
zUCG7dJF<u|31QX&1ZwR<+(#-V`0z2YZEi<ks09r{)x(FWi4PkD-T!~OtUo<&XvFl+
zZhPp<i}1b$et>Y1_`(733J1_wi1}KAa6UTn1-ybCwnXZ<@XC@jbcfnBx$JXYpCzQ)
z8U6Ntgt=Vn4lEz)7VnS37EAND4_k9~-Lx71wqe&$B8`0??u-kgk&@iS(_xXSFNKrr
zO*dn0_TGrA04J7X7@bpRS+YChpH<B<R{Q|~z0F_pV-kt3hXkU8M7R9R%r~O~pUL`5
z>l8bNCIHpVe$P%Evp3i?)pKQp6%2BhXF&kbSy)-C@S5rA=}l1*z}WApuG7&=<dn1~
zvts6f*%-u;Dge^F>aNwOqF=cz9j?Q8$~xvx+i};3!xL7ehmp60^PyhhuJeU$Oq+mx
zPWDV6t<CAuIXM^SwJ?`1#3%gzy(mbF`nyDl!W92=-Ji##ufBEGNuR%osR&n5fcLnT
z*zR_;>4bFh$;^7=;)B6UHoA5}@#aJFE?OEIUT_WR^O#}+Vq0y@wf_RB==KA-?~GgK
z&ayMm;s}u~VqhkeHxPZp5V7r*z^N3>rW>N9LP>!SxDtcBo;C3I{xPz})2Rd+${tG#
zGeCRMO0WP&cy%C=*KhS&I(<o}-XT;(82QL#se_q|<nah-Dl$i@yxuwm1qIty=p%eF
z2n{;bcm4IK;owZ{DQPadS#h#Wc-QXB+;ebZUg&>M?D!hh@P0Y%EX^<hUBF)^J#?j}
z%HwF^=|?q~?FbQmiR$KYkNjsMTC`OYGc({!`htKi^Y+@uv9Vw*r5*K72QwIa3t9O2
zoXjvBAeiLdy<vF%sbvae=tS`Iz`&KP0!L(p?yZ3=CjkP1`w5+oLJ`uOYj+Zh3D8Tb
z0;q>6+x>#{)YR=z^}cfDit^13H{jgW-kx&F7q(ji$X5dpP_KIZ`f2yz>HR^X|JYMl
zSil7UMG&M6ln^l6TyUQ(KyN38VE>11;;sMbCJvHY7N$(;otiD-oND3CRlZoxv3`3-
z@|w-@^o_Rru!uKrwl-$o#L9U_U{ALs)9%UeXWN(Cyh|iTlnpIwXqLVCvlSyx3(AQ7
z0j{c!rlTEt5u8Q)<ONZUt>0y-dP9M>1aLoi9S=lI+UNIz9~}n?Du@VOMc+=Ii8I{u
zT;^S5OTs3R#6N?jR^m4O0mwqC)+UR;w%wmGlg2Zzh2J0ARXjxa@a+>M^*YS5OXtPG
zGQvy&8s^rJ;^WMJ{s^xo0DunBzXoFoOMfvLM$gxB`EmXM@Hk^fvoN^gL6~@qNiAjy
zstezduf0x>l|aM;PTGf&r2`x^ThWmpMmh8OefC!3?E{(X!RmD;t?rSj&#~WIC!&$L
zeJDCEl@G!p&FppTJGwU>_O#nAkl+w|?X5%2*ehP?uIsGJCE1_9LKWDy`dl83=YD75
zkl7qV>mQfrn@iqp21ov6@>5K79_!{cJd$}0*;e`WK48b`o7XfpgCU;Qu!Zrk&~_;)
zy@Ln7VS!}`f2Ex<0!H^AZV&ehSPC*6Ix^)-^1|igHlg+9;)*n{S`26};rni<B>lK@
z;C^K&XJ^>%;u8KVG}WRl*@7pQG5eC$;$$p|^1=Ek#`R_F^q5PUbj<7CFSNuL;QaUA
zo;Pi*K2PprPrs0J#-6?J>8ENC7JTHnniN|~Y>m3P9z>D7(o__CfX5Zk69GKlecpv;
zS;YJ2g84kw6USN=uC*(G`L(6UL*(8)6{lTguKW=jI4c^DNICH|5jY8*y@ui472Z_g
z>(ySS{)i%-Nm3Y@NA(^h^C-WJfK6Hv{{y0<aygf-2G;TK%L0Ud&5^bd_d5D^sEEx#
zo<=ukTii_HQdPws|JD1?WjZD4Ka~f~BXF0T=%&W@_iL)?eFMNJsEH%fozz-Rac_<F
zXxjWTyfxHOp<25YJ-c{pZ`Q46XS4G6s2;=y^1zDii=|B^cQ+&^q$NC<5MR5Y;iK{{
z`}fa$(GYT>vl?%0NwZ1)ZSUi2*F%5o=?}y8?mMf+po*PX^I?q~i%*2Zkw09zsoM9a
zuC>W|gfdjy%UpQ?j%Rq>fx7Eo589XTS@djKPa-Njz5FtwH_@Nk`!_C|zOLRoxsvV3
z=K=FSh|j6U%GT>6&!w{Yhc*`Os)`y!{G+7okm{rB?(gA#a8YoAt2e~H-}zD0$%S*M
zM{a~!3emS+$1>=rYbTN|TM9XfySYA?S~z|h1%CAD#og$g@z$^QUfj~Vsdin(ec8)b
zz4KjtvYfBb^K2<@Jn@cYv0#TqrisLE6Fo0bmkB#aezmoLa^2A3p@4uVmPD*&lAtTf
z<^r1T0fhM3y0MW<x8+H~L9W*|oI|r1t<@)dtP9JP4y&p?`b@%;YImf-<ZxeM!$IBh
z8JXWNpuALFSq*!lu*f9p_`}nV3s>A{xYt$ZR#W}X|6$BVbC>UWv)1M$nl-E0sA9zO
zIv$&9EHi&3CefR{S|M|@KwgL4p1jRTR4cFV5Te%6U^_mmv15}Eee=4Xr7|83=M+>-
z-+%OwiCOs6)EzEmqcYR<zHql@ZF*mF2VWa=txctt3j0m#ht=E+ygoTe$;<);;o-N2
zzE(=~Nw6DmceK1q;3!)V+GrwmbI|#fXr>yiwA6_Jh2&A7kmX=^B)#E_=RWbfFL-6d
z`JS~W?Qa}SG!LYdr#^CyDv7+7%v@vcIlI-C+e4b?z{XY3jb7`zt?_<H2-U`0P>iQJ
z>o33gji}whPbu3!obj-Zbczf}XBPTwOQq~oNIjOy#qubBCBrU8o^OIRyV>nf<}U*}
z@qsyn<%Iv}ZUgn_9S{6g-zj=nFh|o*H7G60=DICD9E=TKETEv;Xbl?~8uCHcaO$+g
z7;jq}?a^s9BO`9K^JrRXQGe?T{ZNKmsyy<X+srqnSWoub07=d`J9`HNFkocfnq&n)
zlNP&cNhvAv1_oRpE}#usXA5G6KY&p5bIbJg_0g-z9X}qT8j0;DQ#5xPCr)@{_<`o*
zo%y9hte5oGAK^6hxovRlxR&wz#I8j1)MWvOUslfwALsCxGT87esPf^6{NArSm7N}B
z5$8ngSnd4AvVwOyNjh8G_<hiBgY(xICs)byR(+q)n~lFkm7~r6f}7bk5nC?($nlj(
zy5nEp?+&?ymG(F9-aS2+b68tjyX4ko!YqXMTu4~hbqqSFF!spI%~i6rv<w{9;K2y}
z)0Zy_M>7@<^1*|K8VZ;GF)=2O9}ssVNcea|F!%#bC!tUypF>c6Wkw^Qq_faEhn3o<
zJ$u-|x~c?uyKv6e*B7ot{x@!{fZyy5>|9%5kpkL!Hi5%ig$0=QC@04<JYkI%?=GM{
zp4C?Idt(f3jQSM|;|QM1IgKyAbx~j3AXM?&OBRY!8&XnI$SZF4vVQpf5trrdeJ|om
z<aLZ!BwkjPthueFq@+Z&*)V+-1+@ia4HL^nnb*`~ePuj&7kfSD_h6$gE-C4HT3V6Q
z#y9v3_?AFw7zw`$gwOu|ehMTOL%s(CBOHLIl-Hd*YZ@9FSU5PY*Viw_DD_WV1j|>F
zFw4Zn#Zi-y>3%nUo(IufD=I3|(9u!G0Ge1%P~beed)Kc1(NPA<oA!3PTea8FEdu$v
zjw17Mak1g%MRa`@AbK{=+jH@Yin5T35^SE9PgY>qQA5EE+IbbwNW})TteF`v`h#T@
z_(u|@^Gx>{M?g^h#FiIR^0Q!XXM{<E5hx@iM4WNR!~#smS!gQ2EYMHqrDn5B%ZVD6
zS3CEzJy=l_apqd`jAFIU@(PZs`KeWzr(a2b-L|-Pw{W1?)-<-j#~;UQO}1uv%sCfH
z2ePb~Ft*7Xy_6(|OWzXm<(O&m)0?Y;a$j&W*e2p&RDodxA+TA9$Yy~BN4H7<o}GlO
z1GgeBR1^w037jPdA<uy#X%(uEf=g2Z6f(~YllI()5AXkL<~w>d?vAo6GB6`lywAkQ
z_=3!cZ{PO9XE(zW!m{Qv3Shzwprh5IB86;q5THjn6_qD7KMB%+Z4YV+<T!y`1!I6<
zjur#=a*bd=YQxp=wa2LBQIiKct=Pmwoe{F}6uf93@fb%N7t<#(Q2@rFRK?tDQxXz<
z(PEq%!`v9#{#8tpLBYYkSTtl~TfCy&Syi<RGck-*oZ7;+v}rA8?S8#e@k6M$M3?oi
z{p-2{@*H~taKibwZe0$^^bV}Qfy}?{Tc-X)jk@u%8;Tp223Pr9=)L|e;=sj?LUMjb
zTwhc_^u`3SKw-1b9x9`3CH?v@&YLFXc2cWMC-QWk);vyK?9q|e)%uxsThboe5OS?y
zth$^6P~}l<ECu;_+W3kv3;j5tK<DK%>Q=V4EBeRQKS3+Sha&}G$`>Y*6j*sN!W6Iu
zBoM4{9d?ug=6odjz<T*O7Ge#7HtNh+r#SvlzU|vr!a~IG>hX70OpsOR&OHtVqO14s
zua$JFzbi=O=rPV-McI4)6AK>AmxUeZGnZYJ)fn-xvie9Tb8DEMiK#mNP$(iDW?;(@
z4bD_sVH6Qet&4dC`bl~G-@6)YEyf2&M{kroW?=AK`@?<9rjqk-)z#LQnOvcMAmJ8e
z>MxjwPvr+R)D%7!V11Pnds*!z^*M2sHDketYF8`@H`Mn9N$VV7?9gU>*sE}6tRqX=
zr0x*Ct<2q_$aB_#0m3IV?K2qfezX#+$%rgau#GX6rn$iE*yYf4ldkBe-T5ihXb`n!
zBI35a8*d*2Y>LrJa(=l6RwY67i{!SR4$mItBXB&ZW_&i!5P)#S{SX$Cl8S{l_4OpC
zqzLWVvj@(7D=7r7!$Q&-unP!140Jf;i_<3zfyz{3hjjeMXU+3p+L>_N{qyr(OJoEP
zdu{0dG(c<Cj8A@4gTKX}&dI~0xRvKYKxi7{D$NZ+S%Q<R>3-NnI$Q`dw?l~!BG6h)
ze5fcL;LBB3R+9U^!>A}nJAYwz!lL`R>nczv(u*E;#+U7=8C8&cyYSO`$AoDIiviW{
zCvOoTb)Og4-DPPORVo}d%x)WJ+Lcn4s((#(Q>-~8t<%=<{ghh8|7*RhddU1W{m(z#
z41VWKOGFZbgru}IMO6QVwn1XsgoMn&uXE|Ws-dShSJGrHuyyM)imP=(QW8BFx*Yp2
z*aznwKD;F3JO0{&cjK+vo+u04Izli<1B~7Jt8ohckk#jrS)8?aJcvwmEj?Wr(UBe$
z5b_<cPdB}j7`-(#6gjPs#(GfHLHE43Vtel6iG%fR=ID46>ccF!5iii~v#_vGJUu-#
z=+kxd^llUvA3$VZM)@&4J@I?)T!=*5_tdW25duFXD_^f(b#`IPs=+Q(ckT~exrhMh
zuoZ!#O2UYpj%4xR;Pkhph|fbG>MJYrSIM%{(@aNOX9UY`Do-q@y?9!%bYQ(EB`D{f
zf@2mVvnA)I`B7%knuw@Z&r=?F#<=9D+<h=~yC%x3=Hr&Ye5F^PeV$wl>nS)p!fADE
zfVRK4@ZmO%`6an)Zu)EPU;cfe_=>F}3$qeUTbAF<l<VOw_Z{|ir!8!8_*GC+5H?9o
zOTAHGRcu$uyF+pbhit+-^{uS7kQ_p0lCYNMn^L~DF&Ka}0iLS!VGff8t$l3oS2i^<
zQ^qTn^K9C(g?4y&_<OFSk&zKVl!{lcRsut)1V8Gua9+w&&6F{fD7=yn7y(oO_Z%1=
zrsL;-?3OQ>Vdk^6nT?@v@E8cB#g`X2@t}N&p+Y~R2n&NR?qq-G?-7}$tFoK=13I7<
zN=7m)m2N26Dtn4nnx8n=Ii$Rv`%#D6+~gMAoPx7yZ9jhe0K9XJa|}v}t2sDyE!-fW
z?aEm!cx2Bd-SN1KPEQPURx~iAmaj8uQUZrRFkO<5?@@JoTeODp9R<#F)T6J}>L~p1
zb_>m}IOf<ruchH9_l!=oZlJ3F;per^_c)sA`i>=Ea=KFJ*t94lC}{in487N{_fDoM
zO{Na9yx%lbcl-MJ@yW>WV6-USWQuITj7x7DV*Ujq!n&6)<qjQMfqm)mS0ZKoz?11g
z;cL42R5yzn1eFyCc@uEml*3WMRv=)zN;K_#Nn@Z%P{TSdGb>B((j_Sre`Z!z+I9x8
zUKzi500i|9CQI|{?%ul>mzYS`Kjvbva^21s=)lk5S<vPGDy^c=e)jA(D#x_69a`Gj
z1K{mwXlpBBpQ9iQgU{6)HUwdLHMXFD14Za83^&b8O}&60m;?W~IR8V?H9Z`RLU6#u
zz-@uS1~>Ip3L1G5hYPa90H(;H4aI1JkTyX&Gy~_2Fm(F1$J{inm*qD+`m&<sot5ZV
zbCIX1|F*mcp-r18Fh%L_UAJ~^C4`o7(%!r|rT=6z3w>r|H+!J*Ck16?56LU|M%BO7
z2StHitksK=-6RY8C8&x5_Xk4KeJAg1Xbxk2Gg~a3JlEZ<%%N?;V8IAVV>Qsgi0n#b
zP3}!TX=(P^KTl47qHcaRyh_|(&z7t2_tl&vT<Y@1#`N|$Z^F(4J)pqgM%gM<L=-QS
z-#8Yissg}c2#Bhl93Pj(3L+WNVdSzFp)WHh=LNtEDDGo24<;e<__F%?dLq05Btze>
z3w~i|B|j3*5iCoZdM1rEHCgd<6kuM0+tl;5n9B}g5!kAw%=Es0zn;Rv&R%UK`QXkS
zR44iTt1YdpCi*LuVd6&-F)39XX?iFI>sP~4551v8D=@5U;IS!o{*wkA<;eJf$j?fe
z;74G>h33K^HwXjOOvs0a*qjaNWcr#Btj(iUq49kBwf=?c=4vV`%aM0;Z`!3h97%oj
zh>wk(-R{VP2M?Uu<zO(tvpD_q%AqzYv)tj!0%P1Cw@Af{ZH;x90>#(iUYzpxHS{!l
zp<tCgd8cNf%ee0CGSkhSP{K7DDMm#Qz!>5-^S!sXcl_s1$1@99MRIBu-3}vUK$Wdh
zWqB?iKYlzbqYM=hM#Ofz^E*gwfI`jAVF|g5ke}KI3-9N_Qaj@fD}(R09XoKe{pxOg
z{a%w1AMXQhS8B!dh0)d(P>FXhaezR4ApQhNk#Xjr+QHoSGbaAC5ilk40svMQ+T<(G
z3utuU)2D4Ub@aSGEb^*qFJHe_QB|d%^^gX^u$r5hmwT{bEoFypCIv|Ar@k^7lvCH?
z)JThsk?x)qE69I!-7-5nTLFs$?HNYk+paw8ub^5hm`7HKusLOlH%Trvd<D*+faa8J
z+=Tyzp7)L*KfgjZFALwJDmDWOA>lSW+<&s$jQkpY!#*$OvyE%X-{Bu~#D((y{9BD*
zJ(KhyYkzz<IFQuAhhJ3n*IBqo<>n<3V$IIZPANZlJt8NV+2!wlStkQ4Yk4)bl^9l2
zdZmjW)DGT|N?F2#OG-+T)zb^F%Z}U}zGs*wr?1#Yp4YheA{G9Sx|eSUt{6Nz7D;|I
zcXVl~H02EKN%u+)1zTG|+_x_6)w9y%oqLWzxp$d`#o&c?4{{!x2mbl}NVM0kUZnz2
zl^Rj`+ZjcA8fuU!R$x!4`?kuVt-(@MWBWyDX?-ua<fT83{qtYV#h{cn1C-aD?S=}O
zoJ_JT0t*~nnA$*A8eW04NFG5O4|1Z0^h33re-nWU5>C8ALJX%*p9arW{>+)ox;Na?
zF}KM48l)6axaMHs(LXlUQ}g~#XI*`L-g7&B+@0fkdMmbUNx0xj=`%!p*i>>UWccsL
zpW^|XjX4G#u0M?hBiP~PATXWz_0vJLhBUEcrT~`$Wov5zfT<JY-%Ql<P`pqO1aXK_
z&(F`378#|47$&8}tp<}J3WfN^zPP>`)_&E1Q$Z@ffoxY<UQSGPKOBj{OI-QSkB`BI
zTtM+E28K$Yu;4!|M=waEGP{dm6S8UBHhNHyq~OoPyLGGo`1lztn(=@I>4hp5aF;)_
zhXusk$$XIwW~xvnBO*EgOsOegqYj{3CLtHliVusRLNz&CCj#-wF<qm^X@+KcTCO_O
zd{Imm@Opzz{|N#j$d&~X_?)D&#BjsZ#>O9`vx36H8)>!ZMPMKNR5E&U()sR#2j{-y
z>{At&D91~^<Iomq>CHIiX3`wC?&D@e2$A~aZy&j?1*9t{U8Xm5scmONg4nWU3vTe;
zl&t4>A6SOe6ys2NO{S<%yE+*hygh{!gwLd?r?<YfwH11{@Q?n&Ic8kyaf5tOAe-Ge
zQBfO0<X2K=q_=K;(kp>JzuTzcG%Ipdd3iZ!3p@^1u(RJw+%k6)-L$y-`=3WRryfOZ
z_TMwCB(-2Ny?c(cMFbr`y;E;76$M<-8&YfJ=|2~M(8%x1AJ9%D0e}PHS@wfU?u9M}
z>t0F>8I_gt<ZXk<f=8{LT1!I#>p~amDl>~%?!ft|LGbUg{DteOD4uBY$UJp5)@%ac
z#G_zjRPyq*00~>bU^dEJW@KUt)(OZQJ8pbOiF4{sO%$a*RU$|XdMtFHS2-knQWV^_
zt-QN?1I5(I=@w>b7DyAICoT8Nf0zn_SZiC`>NRWloD+|lnDC%5X4UJ%D=ECxc17oy
zdw#H=pYlVST#D@R<EsM#0=nJB#dED^)F}%Fp_}i9qC_m-_9P;r`Oh<e@|NhHJswY8
zPMtcX+9>nJ_1`|ymzd5EK{`eV5w7W4zyUB5iv@;(T1^2Q?D%wWC6JiVfduX}Dxy%p
zj*pFtt9ZEn-1+mQ)>gb9c>Q|PR8eM8j$$9pn=<i3@=}MGZ5sle*R*w9z7ZgdI5Ttw
z?suXdvu7ZHIEY=PSuB85j7*({BQhH*fSw+192U~@F|1r!_~qq!7Z>1YD^aQI8W<1+
z1BQ>>AW&u6zu!e%Pizu!KeON#4@L(EF;LlQTznl+0soF2N1~Eh<>_r{wd_~p=PqIB
z9f-HazkfehL_`G96vtZEEp+`?Uytx(>6B7n=GWHT((<;%-4!7Oghe*Y0&y^XaCN|K
z7{}(`SqF7>b<*Tx{7VN1RG+vwUN|_b=X-9&RRhYgT~kYoV5v$q@70#ot36Y-Fh<~!
zy>z1sjl*cv$cGQjN&An5hlRCr2<UbdIrf$I49)7_iT@g!cn2?O>r39?OUI9X_pj|7
zH7@#_5?GqA)?MFEA=v?OH$?gG*C82U``@5S{=GgGyTO0`c7~*m(^g<JC;<_Pi;oA(
zYdJbk^={r0qRVm>si7E!UNyH)DBA56DCkL}RWUem1`aYIb3tOHz@($2Bh6=IBp2e*
z=4ex{<hUq|dF;OK2ia$Wri%vCbq-Ne3XbJl%pFO*23o=Afa0hB`}bRbofOp7nMg&2
zQ(Db-wu&<}6!Z1qg^yppY)`z-WrG|*Uct<5RaE?Fx9&%Z*#0^c;W_{L35IW^>t$qQ
zB+QEg?mv&jH=+O&MPIf}P_P0uB1%zK%^W5WDglSD0%a>MEe#*R%@iIINO&x^TMtQT
zuVi5G4h?11($b1eNYJ*6L>eKN8K@O82ZA_*4?b)jQ_hXebF-?Pw|L{Tp3-)zl#!PR
zcOed9GKqoW2jHhbD}6El0KQYr-RX{aDF>)_rpWnYK!L*PXCFS8L)4Cx$GJ@=IGkXN
z_<&GEjuaXZP}Pxt^|(|zFEV|kp@6={_v;&$0US8YrW93FFq`B7*&8snm+U4lkgfs(
z0}CYxI=8s^%ZUVRz%I~zS`UK!_L`(G@4})e#I>65S853l2PY?|IfxGg<s#%NQ0YuD
z&?#{JzLD~>>sWIGREZFaRN%}__5(qG93Z5(;gd4u?_a#2L67wU*(B?9n-Ed63p)O8
z4Ac{JTO{ltCi^1?ttT{?vZV#5jNtf>TIv6d&!$hMrlb()6VJCFdw!&Zh5qO*Y|rJK
zjSt@XxmKn5A|r3Gr|_Gj^IMel8^KWzFDsLoDNRWUa2e~oN4tD^pjgTbp_jpxe)~63
zeKyKkxc!x^WAHs<ViJ=Mep=+u`Dwevq@+6Nmhkz}M}CWu5~~SAc;<rSg6;>~LnwC`
zDS;p}1(ozjq8|T>r7y$Cp&?5;FE~C0Y;O>lvpE_hCV>SXEMXj&ply?fIsJQlxdd~W
zL)l0cVkl#9BseUB764!#F))a{hXm(9Mto5Fd%<oVimB(#@Q4WK?^_O%g<3In^+wK?
z*O1r)fK6~FNt84WM^H{|e)m%`;^wXR2@Y?u&tL6Qb6v_5ZSwRFDJjtcj$VP5!Z89o
zNWgt8TwL30>U#SC{=dPPn)sH09f_c`##L2V2=hZJDJi~RM^VVbGI&kdcND3l%tF>h
zAvA!b_<=e3B~W$>1t1qSrMvhND{3&yD|-6+l}Os=Ki|omOSu3h>!(kjVgZzb=^%UP
z(2c#7b_CJbaL|qIZy9hmU}1AQ9@`oG*1b|va>m9RDfnzFZES3|ZQFKc4B`JaS`lE*
zXMH<2qs8G{dJ@n3q!TXHkKiNmrln;t5$jU1nVGkLO_v@F86M=9b-PJ!68p(N7wOX9
zZd|eSH%0c?u~qn5<^iJ%QhWEBVzq-fdZYUB`|;yE**isUUhR5HIMHoMwX1aM$B!2{
zjHHA@3&#iP*((24D%#rj3KZ=2#A#f|`Uu(omj~&Fs<_7l&q6%I>h|3QZG)o}QLuWT
zxI_;E6~1^mY|{KdTQdv_k!V62LfT@0_p|f!5LKf=YF|?p6aN-Fnz1;Th+F)~HV``c
zF#K_7sCAxO_u$hKHFfoBfX5TqjB;+-eDFz;s=jfvn}?P<C%$X?Q+8K;*R{5HQ1V#-
z3?^X>5AMux!+L^b-~z65Jrz%dsdgnQv;dHXOaa#s=o0WPGG8^f{^Pk{zxV|OSAg)q
z?z&AlF(V3uKPEIwK<Jm_kXDmNv1W}oRw~7mI`;ws$D*RFhsObo1NuLH^aacpxIc~A
z3~K=5jwzF`-+>xi@Ds$SN(3S-<S`=x5pT30F)?cmP0e%EUQdq2RKl$siLw?|@C&v}
z3lX8~cpa2F=k?Fds5v|2B`_=h?GDAiotgx$1&k|DFy;OefY#U{=M@*%?vBd|8(o;f
zuW@j2oN0-XxpEVt!#D7oY^<&6xVgFG6BErpy@~t4{6r1_ff71r6b&@ED2_#FHE`+1
zal1oIo@^di(l?T7tARR1d6&socRZc71LA?$Z3Fg3MFG}PaCu=LVQ7KwcKGY%J8XnE
zhivr4!2-*F3r6^$`}Xbogn1F1-%KqneF_Tpf}t&MVp7(=xKcLq+tbA1A1L7qii#><
zzD%wO7U@(wD%&!Za;voTa`67S8{41O-2OSpe@Mpfc1@{H_rjWo?@w>RnS$wz3bu14
z)wi+n?b@{llxg#zG%IvYyu!ljLo1b<5f|`NOf37@*RJJ*@n_1<9;~d6BOYET`_5rO
z7P}!kc4p#(5(@NyhWz||e^e56i-!*#g50Fe^BxnXk6Mu^Jt?PVetn5S-30>u7H645
zoM?iu=h6PlZN@FZb%n1yMHXNWrTp#N)tGU30|n~@++AK-N!{7mnI6-yv}el`@=mL(
zY4N-WbZ%*>xausvr+Q;5FFtsI`%FgN!{2`^HYya@?T6#u$1lvPp7@jb($yko)Pygj
zGM%Wxq$nI%Ko>?N&q3shJm@abg1Jkf#qIdHpIuJtV_w@pENKTgi-^8rc+dAEBe#Eh
z6ETEh?km`=<S#}_7nY)*d;XGm)zDxWB$fx|*2IK_YC?=eYg~o>`)Z_ZJzLx4F#e|o
zo>C>3ru>AlVt}aq4DsLs_`*MdC}yH+0z$FttiQ1cWGEAplV2hh!h(L-7*(Pn7oNSf
zy?p~}zB(kpiVfV{;g26b=6IZ8q9B!!nE32_>93o>L$4(~dGaUNgB3RX_3Mt|x-a=q
zXj;q7-H3wkJ&KDCsB^5pRcis@BuI?pP9adu9bh!k185!;|4dl$4P!YL&QTSfJh;~p
zcm}{f6SLyuH($U=Eb-B!N{EQ^4u7(n8G6ZT?daG9a%z3_flGXoODPdZp2E9#hmt>y
zmX2;0CVJo87xBP?#A?vx=^>1TBl&|CX$p+T0@J-6n>NWdguGL4zC{v>Jm)X{ntzIu
zE{uA1OGsGbeA>fKcE`@0M@eaiyRi#Hki^(nq6S(6Orj2Igrv$tv=gI<1Jy7N0%O(D
z2&)b)EiD%46YOz4cWl|BR4gYMTN-uv@Zm6gh?cfCE98U*D4C<SP~+Q|*Xc}Mj+a`S
zD<~{%g=JwgoVg=PO1{DCcPkHVN-eS7_5{Th9&7`q)h_@dg+qqG0OZo`+qSVd^)o?Y
zS|kiZSxpTMQ+ze@Qw{xV!iL7S+PaK1aSy`^cH!43=DSnV(^lx^R@*)Z3#*d`T2FF6
z`8KF{_)#_HIrWw9TQVt8yW^ZP{PCl<oiSp(VI-2O1R9FOw6q4mT^%5Dy`rJMI_vF7
zb4XhHPK^b<?N__?c03DfZe?A#Aim=ts6~~k$odbG@juIFg14aDzO5tsr+FrSpF{l*
zFhkE9&#sZB^tT%4P51iK)R5o*r_pFu{TIjJ^3!Q>EXim_cunZuf`S55==(9{ox5<M
z=6l&v?>tqB1sR({1E}+SB>sRGPsKc$Z`D?T#cFW=dF%Jve)uu_q7cE+Omg45cdt7K
z*AiF*jO~@;9bB&7yMLb!%1BuBR?yVUZnNkH5f!sVlHi1eg<(6&3zzM-{H_xqga$)}
zm;5;4XQfz^AhTS@%pPDSENpB(=;+qI--)ldE=UahennN)<C<cVD+}xxWM4#2km}Hf
zuySDI)0$U6{@e22>k9Xb?4h0BAJ400AHrOVDicQx(<nO0F(7yt{i`4~p|~#ijMsx|
z9!Tdwm>-a#$@s-$onR*%cbKtCmqH5|>ld2@1n6KlqKx01>X^R;^zs#0Gx7>L^2(zc
z;(!d8KiFOy12rNTC4N7w41}K<;c<&xJg^a`(jU60V4huzL}`7qI&hr@C{XBc?b|r8
z!Q~6uMaVmxpiz4f7W&giQj?NSwdZ{?$Vm7Vl^A>3e~(XqaPt6W34jqO9?~(9H6v4E
zr(3rnTJzyvSr&mYI5XqwzxvxhbA7DTAje>`ONTxPPyXDiliJ#5kWziq+$@i)n}sa{
z(VEfV@5tO?qGr?p!lC)a3`Gnw0tKRO7>OkgOs(FuwP7|uhvrpjA3q8jtoY-H$^!$z
zG?y3xDCXUR`8R3`(nz_vxrKpq4M^l=qsY#kHTcuXYhJeOnljV9ixVIIbiD*pIx+&<
z0Lpjixgl0`Lgn@K4Cq%>)zy8$lq7IJs3@o+LO$a4uwYZ4-2h1Hb|_*3C)@Jr^Jmf^
zu-eK%_7GKKPQ~68yo$}hO9+au3yEh$%L<Nb=(&Kr(}Aky*=L}uYl>g&b_PChJ0zq6
zFOot5o`=6*Eyel+&AsGaZ&{SUfXw(rn3$L-vKVOK)scxS${OGbD~MFcd@9!2$XYgv
z8;Tb=ALiIUCKLyPdBZO(gopi${<oOX(Q`NiG^9X9E7;k|38Jp}eb3*sV$gM_;Ml{~
zdj%*K^7tW=WzU|i!8sOx=P#o7j0W*fd?zhldaFNPI&Wc75ucDyfIAO6J1qo0A-owD
zX{@gwfa8?Wk)n=|b@}&%%5P-60%)co31wo5z;O{ff<B-_THpv5IDaHsumG%1IN9Ut
zfk3VRI&#Svpk}ZJ7y(eCx$cK7wme26k}`Yuax7o9@deH-;jVa0HA)g9!)k7BCd$Qy
zd2v6+_0-r0A@m}AXVN!|nN`v_a-)os$I=Q?r!SDe@i~ufh?n&iWEd7!vTH8oxJ{oX
zr5yw-$S?v6>*FX>`7l(0IxNM4k*MK>*g)P3{=YYXSoC9fUxS5zf6Sw!_Pa6zt>qg7
z{COQj-#FAJz2udz!3#7)lqP{Y6W9uw<KQ#lTA{z%dS+?SlVAi`mnu8^d-g2F3$p9`
zT)#DVE}4+Y#6b!g+jks?`!;|QPz{9Zc2raY(<Ll{E20xc1wyv8&^2Qc06A7J(8g=Y
zpNc&b{j#M#qYR1MX(^Bez|-(W4M<c}0dVfnd!}e9byb#vsyHb%br6Au2sm8clfF3M
z42j#lAf%9J0HQWvq;|K)b%;;KLARN)$zyZ`jl&8WY8_qOI;>Ra!bad14rVyG78XHS
z$n11pR@T<LYB&M|0?aA8!1wX5NvlWMAufK;;5#6Ia3HTUz2)Uzq#JZcEC~bhgDzC-
zVHObNAkWzWe?|(Xdh4bpC(XfeumJPPkV`~Fq#aTcI);V~>Sz+Vu$)JJ0TCo9IVmX<
z2zNkQS8c7odh~&Cv6>E)ji>^i*ZoG%u$zL!>`Tfb;DVW`)6Y$rl(<y`m4A;XIvTVD
z8VU}ZwRqw(Qw&fBduwZIc2VpxIq%NFsT0L@4*7@(SiN?qVI7CXS9Cy@fD6*F4b(J-
zg_B*B9T>efN%*kvy^NN*(uBkrhCI4*#fs$IVD#xYDjQ}XW1Q6h_B1{lq<Y_DjvJPj
zC!u!qC>cSJ3IMRkyTV3X<J~whgr6|E56B&!9%?u`uLZ2R@V&yXh#fq5P{-J~Nxcg`
zr!DR6*2ov#IapN?0Ph80-l*Z9mrhjg@lRiY(sk!R2zVEzdt@5I#A0ZC1uz|!z|80f
zh8Yi`J`EfIuf(A2@<DRV@2uzIdiSX+xsP``gjF+G<+^TRK>?Xz;&7?pePX+Yj1_Rn
zIgnZa$gD>h3AUA~y}jXx8z2m_wezh6;|zd2R1|c&FsAprc5RuY2|9e-_ouGg;_$0r
z^@SiR<6IBmWnmUk2`GWc#XBA;0;d3fP{BtOp~tnfeDDq*gP?%-0AIVXx}xnuLcr9Q
zQ(!xzsHMdQr2F)X+t|)&Za#tk?D~s7F!}cRJ8Nwh7WTb!=S2Dx@jPBILf1@r1Jl|N
zTPrIo0w*JBa99vO+d>l?e?(!-eF=99%^VUSzFkn=NNidfWB-_*3PB42@l{~legkcZ
zvqC2!4FTK-^Cs}u;y0Lt<TqeKPL^URPOr@u#;aCcoE_)Ivq4<j1f~yk7}}oq;FEoj
zS(>|5moxf(@-%rGS%&bMLP{?$Id=4@ANl6m+J&}+@{JY-+$hC)f7b`8>JFYqA&Q2J
zPf!lW2$bfkL>~o>p*-G(r5oM@)aAf{@gn63irMZ1=v2XVQ@~#E4uu8g<W=kj@d~>n
zCH-;TpeB7gCgv7S+cFAZb_QsFVTqd^WdjGu?j>JB01RDvJvhNxERdQ-$_0#uEI=6|
z<Cs{vYb@N{M&C1QPPYyAR#jFK`Jj+XsDTY5kvGi|LB#J%ii*l&#FYJ^{q0*hV87{8
zy$i)DPJ2#t<&540Va5)m6dyo}6j>Bx2&vRDuZbr&w!y9fSRDYChAM!1{HHz*1?k;E
z=Ql3b3Iv=@TW5ZXej_w<q|nPyz#`2l{s^G_q*8iUI-kXj5~&hTb^=qTL43phsX0);
zRDhBwT`ouo#vBa2@E3<EM=I^UoSIV&&ePLU(}F@m-Wc&hY{}5VSo7DaQCC&ZPZ7e+
zX2@;cuSc%E9tjN6bVa=h8rxZXLuGaem$$90J}5s_ZBBx_0(Cx#OGdyzD80RzkMzyW
z`3|e870v*V1WIrX8T?-y#vRx>3@pZ*q)>P~#;I`X{qfhkQ;z|fAR)^lxo%zrPISOy
zHnUfE?CaOtp`k5lP2Xck+5!nyR!8T4BzQZ^fr6zO<TFF8j}RM3<JNfW@L_MfUPPc?
zcZ^c_RzO$3A9V`0L(4%e0i#6RQKA)h06U0-IQS|Uu#yT4S(_x9Ps@SX-D8J-veJAG
z!aru=d-l40h&lb`90Kh)cuFB$IwkH?+xs1OW<R~<KM#~dnI|bZc?Gb1Qu5%vb?-u0
z&Na?I^3Rd0BCgLsf58hZfB2rdmpPXdRe&sdQ#+`=u$yUy)`)1<!JgI&pL5Twh9&yb
zG~*IZkhj1*QpEZUCjQJg<{@Sn>a&BLTY>j`7N`)EzSbZu`y$)|KF>l~L23a4pyDzR
zMi&eY*CQoUU|anQ+w`k&cZug#2%-h50;m|S2jS2=B7&39EKa@UGc3Ni8s!(6w2!wJ
zfl`NMZn+~z8r(fEly~jlUF!a71~$|7sH^cmLW{xy<7Hz|+Bbrcc~wu(LP@?l#?+4>
zlt8L@G8REeW{y1<J|*h$3qxK=lsIG!>^ew_&?J>Yful5EQG}JuO<T9B47Ek^v}4(n
z0kICOA6@`ixRbM^sZW95=Wtf7;W}XuGdMi#2jGZMg1}}e0N*os;1-}Q-<vm?fd=^E
zlkfxhME680wwdB*PfO<+Fk~S9&j=`@KyQaeM&4bdVMJb+CVj^%^c~Q?6qS@*H|NZA
z;G!s|c~w1pi=G~E*d^66s+oc~Zal7J*Y!AdSa>4qU<4+@2KaJ(Sm+@=!iz9`4t^N<
z@@H^WP~c3UB{K(cxcfI5KjJCSGc)`B<-B0@Lx&_zaq>S>^Wp^%Lk7@Q$n+Ev5vx#r
zX2j|vBhfK&`XH!OHa0TB%~}j9-Cu%D;4XsHljL$rSrb4!0nmo1qS0ZI#cEM3VqtJ=
z2KM1z=OKDb#wo?zc304QHAIMiDaj*mX9y&r7dVAtP<<hETzs~$-8M&qF97RP*4Ab}
zX%F?`a&Sn{s8xK)rI@1b5d|&t5{iq$mlG*TN&U#-q<tj(KoE;af!6^!sL*%X1~G`G
z*P!o#by0JK;V@Xf)D3E;Sdh{eJR~s?`SAHFYHODx3w4iueXv8%8-1z;D8y$lAj44v
z;;ERi`Y~y#YV}8{S>;tDCw~5{L5Q;}p>=RaI9P@z2&L;v0Re$V{aQ2-sQ75X-A{b`
z%DyX)5F_bVt#WFY0MkM>`u?YLoJazd=wGnkRgPp!rBSB9scZvwgfJO_f=5LVwCs0g
zr%qk>^70Z8#!a~eL`Bk_G}D`psr``3eTlOU>eD#PHM&dO*CC`sMxz!ra)AWtuiu0V
z%Wu|jm&qpGylN3LHffQ`f}{l_vSdw!xE<uLc6@ttohI%t=>dPTJ{1%HX43EfU*Q9P
kr+EJ#le>RG5922NGAF(<UfMoM!T$~^9aYSbH}(F109|_l#sB~S

diff --git a/_images/f77a6447c281f9c4d3c26a561053827b1b4fca7a53fa4b04c5935715c3102fe5.png b/_images/f77a6447c281f9c4d3c26a561053827b1b4fca7a53fa4b04c5935715c3102fe5.png
new file mode 100644
index 0000000000000000000000000000000000000000..9c414a36505d71b2fff6878cb948cf63e5fb898e
GIT binary patch
literal 68381
zcmc%xRX`lU+AfR^?(Xgog1fs13vR(-7(BQKcbA~SJwR}Ghv4p>0KpxCgww3Gzq8NT
z`|iK_FMy_Jy1MGEs#l+<B0s9gp&=6^gFqlO1$k+85D3}^1cLgD2oK!h7{SH>{s_3r
z=(=h+f?YjKoh?Dirmmmu99`|K%_!Y1on5RQ9k^HpSUH&~A+D~UT?E<K?Ek-CV0Co1
zVxv-lSpgbB`Yf;K0s>)}zWqRziIrM|pg<r6X$eiwZztJ4zM6v@uVU?i1F$2`3{cQW
zYKYW)SUdr}d0Lnh(bM?Fs>KnI-?Q(v<bA)3HrYV0MrmQf$vizrP2*3$m$Yw1fW?yd
z2>TvhiV6zaBA5!>;{INae{7|m%LP1{QSZZ>aepjh>pnG^!DYp|^>^}q7YROC;vFt>
zsAT@fcb~%f7V$p*um2L%f->K30-q`VKfJWYK1OZ{6sHU*l#4HriN?S16t4Xd_n$_i
z;FZ`32Y_Bo*P6?DcG_iUV9$d{MZ9r|h=^)`g#GtBvI9H);WMo+R{K1uaE)zkf}~<!
zNP+fFu2~J+bXhpT4UidValhc=l9Hho-v5q)m~&xaVPs?kag>5N1g_El^=Yf+e$%Jc
zaxArGD!7+Ym>h%kQwycO#rRB|kcNiF*SwOC0}0OlEFYL`6Be3?X8lJ0+ed!n_|~sA
zd3V>jucXSE+`Uid-SIa!u9kDf5$|oN99x(-jKcbU`(PqM8)1CpZsQw5j}b%bG}NTf
zd57x_yxFkb-E=sPY-DuQsX!DN4zDqR@6*qh#(WPHP$1>S^3_!0QfIb#Ula)(^};Y7
zawyi$1*wja7u|a%rtGq4Nr}*=gtRAHa|4c0T%c=`=h}Oc>=9C5t;kxpW=|~%KXu^m
z;oJ3Z?>6eTb&e-KMdUrUNaj;gF_%qb@}O{m$9o=ckDac5DQN2GguiIK`$oBn(n{TC
z(P$4}-5W*SyC(r&!~JvbTp?cc-v@nfysjtsU_cISe@bem_Es{)cfK@)e(FvTXiQ)#
zP;Fx)k}34rtNoq()(_ZtgsHf$pNTXIsp7a}G#}qa0Ec8MVZYJlrZO*;Z-PA$`U#8V
zs;#;ITl-_*@#Xf>k1A51W(T~8{|JayxYvXo@<p$|q^*ruG#BGbw{hsfXMx}U^hv)9
zM~^o#+CbTgORq(I`Eyr?7&yWr`}94Y2^Wn5tF=EVPg_eXbjjGC%=pV+I#8ZYwb9!I
z?_B?_T;LyiC!w4lK?byg%4$TCzw@4P#6$C=8g!y$egq!1b9fC`FGH?x(8-Bi$3-6s
zzuOV6O15CA*z*p?$mHZuY3>)B)>-7x0w-)Hnnzb-PUrfycT~#xA6tk`NgBf`z7Tq>
zJ0ajR>juy(ANl`#x!>CBdOGWu!Vn3GCE@!}T_l+gX=zyiD*@YPJ%BEDbv%PhN|G4F
zZ9NP7HY32RsT-Y<58mA`nT_@SOb@61_>P<AF(g_~B?YUqfU0ocDD+()apU~FX3E#E
zG8Xjwz7Om=&T29zYBN)K4(2C4tRu&pDl0Lqn0(;R5jykh6*WOMdA#l?x=P>pv8Kdc
zh2hbNVL{6sUR>mUH)`vC_ZzcJWeF&b-^qCdm<p8J*z|6B((++ZyauS1^@Z~miCut|
zdXVc+P9BeNzwUz3_4>~TBtBQ7e7PNrQP9$&>kWtJyn}RCPHz<|IWr9#t&0NdfYv~&
zIIrIyUXz!ao*qG9?29EMBg5}`K?$N15+Y$_{CUAg&d#;&KKG0CI8rMgGTtInlfZ$|
zB0>34g=?q9y2?qYZxWW6k&*Fmqn*$D{;VpbfxmD3^BT)v_>FXKgM5gRG}r5UG@@(q
zO6PXsZ1|KpC4L7z+g&Ku*ww?C!pr?EM`|7(JV2{}joN+xIy2&F%=fov;jXyVp*C;S
z9BT-%$W%f`^gqp5MZ0}q(z|P@okpGI_WWtRkL{pqy9>uEF>!F+>*7R^keNyR=ongm
z@%^}}?AAJLZD@1_#boG$ToNa0V{np1juqKwAZvQ>=2Dk=t^cTgP`xI>QuVk<T->`9
z3|-=!S<bLX66hJE_|c#NqITH5<$JAMdQ>n?RhN}g<wq=3gYw;Gs?c*m6gH@*a^Y#3
zvzT#dfYrQKL#XOu7>!qgn!jo=*3xI$uSpjPzwX338ygXFu4&KxH{Tw1*FO1xyN}nV
zKMYMuOG|6u08ng%ymsj^f{Z=>U(N>v{9C*6>$Oj%rrDt~S6oNx;MAH(FO@6pf^=^=
zP}q-(I+ZHdXpHOwEmr5^$d=*g;Qo60%-+6Z9BF2ut=}vsv3uG@GJnr!nM)d3vvdHc
z3pE`bg3G@iTYllnS-cA6DM7{+ze4UtkK#V=tEjIy&*Q`kDe_t4dh+P0*f^PQkY85j
zr&_BrX>g5rm$t6hQ;*BhqmQOIZ-uFFpCs=&sr+6nJKgLgY4<pX2b};@eRF@d(O&Cv
zpwjX0@%V7QJlP!2-tNNY>$hpqME4M*9#^xp&Sbk2g?cadR0k!wJ^a|92>LMv7Kh3;
zshgGc#Zt(%I5W?ArHB4mwT$dBE_3d;=qJZRc+Y?(-mgOogmHK(w*Grs1_y6O?RpGU
zy+q<nP5DAAAV9>{d4qk{d2e)<)qVAo$@BMDozI8UR3Pzcqt1%~995Hn2rST1qigrS
z+v-}2QS5I*9_Y=R-c0)wS>fnpf+0WOF){TAV~9q$9WUm4UGEc$eG!g|it2Mt%v3Wp
zM9ZB*=-!G4w(Z%LOfX<e(zGMp$m|h%SM}bkM3ALVUZ*uiz%IwWJC9;>n#^)g%L*^!
zYJ}${`kR(w0j4BAx@W-Q5WxUl+iX3^9xJz7<d63+a5L4vFprMN-LSiDFJ8WTMq-st
zE-v|VT=B9OZUL2U{h>KR_=0M`-HdySv`$}VR+}SMX~TYcYLCw-Ho#Iu3+kn8b2|=;
z7yCzey4r~1mj>+DyVErqDk_Pxg7eOMa%^nu&x3e6l!U0eRn41yE>j}m*+L!#fKK(i
z=tZb?{{5lj?|#<BU*B{=xAz@JY`l(}sGye5JJ7&t32$iN76z2YJ2tjqk^A*vg=G4j
z6|3CeKf<%%c-p7wq3e<QCIccD2L8B9(_3;;^^YPc<JX=c)UC=dn&BPavD1)0rmRhO
zYk;s$<*1E@K39gwm-6y72rTSD1+`g?A8)e0?<<d3@2zq_T5V(kQDP!4S7gV%K32aX
zKRsnw<@7RDcLY@#G#9uWOnScDF4cNo?j|Jn0iMQmy_KrnMjIYrB}7D@FQkCQNAUW%
z)IFUqg>ZAcgwg%9anA0tuk?KW`i~782Pg7g#N&)~GFyn?vAwNLf0e5>6qrR(0oN$c
zo8;uhzIpVXIK$Yi^{EZBcuE@|Q?NgdZ94<G*#?G%=hNt?O0x}e@PJgVGs&Yz+i#QN
z@&tS~bN<v?=IlCE`iXK--?x3_)YHI&T^@(o&&WQ0_;`3bv3#2m56{5wo=UxXW}RPs
zp(wg_7DzTWHVIi-(PTpI+s}WmTL9rpE&clSD^D?v_2IBE9t5KByTJlfCYd{~_i<Ho
z0bo9jeJ|mziF`$k4~=DI!+v|WW1W(ISzT+7!0Ek{DpfuOLELQ^BU6+0q{;YJXd+gP
z(pR=3Rz+%0Om-(^WsADpJ6_CAtE|(25pO=7AZ~8?rBqDTHWf#E$e$iSN#?GQ_0NQO
zbUE9c)!5{Ye~))kp{ufx==r*5xO{xQpkq9^I~YwPdcIIWaMpIrI{r;SqpU;3=Z=z(
zk6_F1o-C8kF%FMOd;2F-^}r9q_5@%Frm`4>8Eye{p{c0}0=<9#zAuFP)aO))I5adg
zUDVI}@ciiL2%e^rh=70wi5vqS+{AgC%4tIbq6BSEdKr|pqh_o!wOh8bv<Ko%2`x@0
z6|rP;bRfLBNn5rx4U!Jci5%2iE%ihWi=OGGgF~8dl#K{gFVaIb2CG?CUCwLky&4oR
z-!hX92eYr6*c<a4h|c?h^krn=X6NQ;L>-rYko_DR3uT%vl*2dy_RW`W3je3IE%q<Z
zo_5PM5-p@yNl8fwDJj1WMa<x=oo1%#gSv>STIeHcVcIDfs^DZN*08ZOCf;3)kT!7s
zbY7#jbyEi;5qWK_nNAw|?c91^<bHo#_Q=G#E+VO8H<iZ+eT36q^r+2AmzOqph+C?`
z|NU>3oeHgN2^W`j%Y0Q^J3f2e%nZ{Oaw=zw(;P;{nN_{sgtcED-xY5&Da|GKD`a1p
z?Pxf1=5IgRo}uo?v5}D;Ky@X4{fc+@7r2-Koa`NBT6+53t1&hN5Go-%Xsy|CIGU|1
zqSk!4;KvViz`&U5H<}N}QL(U~ff7<v-;@S_We0F4w97Uo0iS>^AZ_S&c)`#hRFLHy
zR!zeLO4b9Xu!qKF`saJ5)oA7^NjewxMU;Bk^E%3-ekf*U#z8-+x-w{6ObH#NdN44s
zChAY^5+;mQl@bXTUX+M(c1q^?dZvvom0N+3C!%V;itfW}J$sBrUpjN<pT4RMk0<=D
z#8p{KCR13ibb%*k6mXbLt=R(92rL?zZR-7u%w>RIj)Wm{gE^TiM!|VyTn|PAkEaJ3
z16#d`2^SIe^Vzz<+gJf>Hkip{%MKnV1oixTc~aBX4qIRU1QK^}V9oK`CwdDjPS=_d
zK+k})FKuJ<{zu2vhc!1RoJ^O1;k{l^c8?|PMjC08;<Vt}h-jiD_f$w9&Be$kam%lG
z6XtM<p&!B|TGi5vt<PX2Om<4t_n)E}V%3<rKT-EJ8pH+Ft?~vVB);?=bHs<fi#kyz
zp6X+9P7!nQMECZ%YgL((^U<ysrCl99xl>s6we(>ANzPRC=m~mu9-WN1rNx9rPCJEi
zT|$5wH|nGSj5uH|JhH<ybU*ss%*efY_)0m#0x9|1bz`jkfWxV#tNTt<+tidwHij?|
zh?BN~d%7K-9E;V)@&3<y6mQC$--)_JH8*at%76y&qX2hL3XsH)?tk8(9+u|yAV9BT
zi#@GOvHRTF0b6vNulp}riBiUFUL3E?iE^p~8_F8pIN@ghB4}GJF!%ZHTLYZtz8Pt(
zd8jTaR83rSEG%eUtcb*jjghWPtfJ43xdFen?#~X^j}2Gclru%y%k<41m!ZMIk6~f5
z@n2){tmj7CKi97kMF{_7({IEG5V9-dhD_NkhRbgeu&xDvYrsFunt8t~s&c0wWIhw=
zO>|sHW<I+=3c{>Sp0P^(934;s#64cZ<l{i-^R{lgp05;X85s7Wn10mI5|RPa`{vvN
zdm4xmrb|^R05QDwV0^iN0rjA;bpU=sG>7?62wca4yu5tRTcC$P;fvYY+6q~$BpQmR
zh~N5m*WBmk#Ki5B4BZE!v(^V!Z^jEfx-~3ZLZIU>AC#lz`iUFB(LpDJ%YPCOYimLa
zPss!2Sv~{}2O~*wa+u1~tC=)Xj}vdTgE0tVM<=RyMZhmTjJ>JaKNeMl(6hsagW2m5
zM1(JK^=|PubQ5{A;b@%MZEr<?gk~*F78UxU8JYI{K|@rO=Qx%sI)?!PDkjJ*2=nM>
z-NKDoP>apaPi662|NNj(`I2`ado1zx*&M8?gmPg)0d%QKwxp2}IiRvIQQ@UBP&~Z=
zTbZ$C?7m`|F66<wKbfuASz^2N;{kB_L(WK4r%#lFB1rR8(3O(NLe<{gzz3$GHGTH>
z^q6qR--FnCLwEyK!Z=L5(pcULgoM%=hm-ka5phQ&))(FXSn1EOX13@gDGhaGs)5BX
zjgy}EseDhjch_Z?A5y%sUEVx06xH;H*{G4tEUs|E031ZcsFJFeK|He@P_qxIw=y4u
zqCv`^VaKcC#P>S3wCtKb(m1OwzJv3_kMtZJe$QN%E$oFY_IFgZ#$iLyQ<(huY3o(C
z*<pj-X;-?zW&yeT_2oRf%&IUH><B%NG2LhBGtFF%1n+8(r$s`(diKMup7w}V8Kq0{
z!xq(h;S}v8G+9gLh)SgXmXA>Trb^>K3EY(A6>bVj&Y(ftwTU9-t6W6WafXfNgqcG@
zjfcal4+cXo*3c;1F;*<6gi2W`o<Dh`zYZEWZpPx-&Xrs5@j$LqGfW_)(ca^`sQMcL
z5j~lOeB}ICi}2(al75h}-VZ<w9#$~Zsn%kL5o3CwAPK2df*a3UQHx$a$}qK4jD5NW
zjKT%ojzM>;+pgc3B(T#TcEV>GtTlkBFyCq_Cw~e^EJXjAD`k?HfCdKz%xp@lf_i|-
zm&z8<=anmvq_S6=mh{)ftGt2HkI&dPDfZR2Bj04F2mjt$>BiAM5$-!puet0&GJ7fT
zI{A(Tsww-0NlvoDb>fn`AExPFs@{_D*b)J<-nTBJ+Z8n+Kty6Lg4}X8tT)6aePLxM
zQLN-({+@lXqFeio6dX6wd!qH!y3dkoQugX_pZNZaQ;!5QqbUpw-PwhlL-|q5M>GZe
z!Ka$31Qj{U7WBAoOD{camTUo*Q(g<X=z=-DFS@<DRSsu2{p>k_d<rYso<<^ti-clB
z@#TT)-(|di9^l}a<{CQ<;ynPNUy)X2Z4W2&0(=7R^1sG=!W_?gl<&tc=3`>bzZ%VW
zBFZ8@jwE+Uxdx=e-4`RFcSI0&UWIV%F#4~Q%CRnN6)BsU_Nc6t+b}c#CB_M}2;0d0
zE$CR;EgBjP?!M`nwp+WUzrE}@J8gj*+3B3EIf_Q!EeX<W!Y>_VWZ}~=**`%j;;4jE
zc1TU9?A#>5_!jXnUT8Ze^yvO8r&%{B|IX0CodgiUDdXCH3axM=>?4Sk9EIf3N<l(2
z3U1#>-#{<p-V%WtgL*bDvk7S@drWUqd&uKYlV=t;5R3x>X;G0h`l3du3eP*$F^ISU
zq{3zjC;s9~YF6X`z0r4@t*E7_>_H>fW^L}wA4Ky@xy@%nU6D$mmLatK7u1{)Rm>y8
zn^}*#;zOextI4RgrQfj-WrvOm8e?bD30eq0tMf$?RIMU-1|VELgz(HtN*?dAZEnOH
z1UzqFD`u$N2>Ay1NgvK%;`|xecpw#i=_w1Gof7i6I}h=2C;zJMsJ?Xx^0d0jOOQ&z
zX$pUY(|hInBe+^yfU{3CWL3P<Hapa8SeiM7o-5mXB_c`k8v;jNYHf7u()#6_?Qa|N
z96DE$Ez1trMtuBvhn5}q=Rd0cedk~9g+RAPd4b}fdaEhfFJHQDka;a2*{KcDv+xO<
zS!0AWLmv?8+n1wH7M*AH*~hSB`!#Cp;{UkO_6CN2fyN{nU_K4G>%>|NDaen9v-n1;
zcbi;$&GRouu7<V|V}jmNd}%}zOdBP(94_>j>BBmQkF8H3mq02PM=MT@1bUc=nsPc=
z$W|JT*U0&<4@UMs^%A~3BS<}ft`Ze9Y~fMb{&e{Vi<wXi#2Be;zm#=@9t4_PBpRe{
zjR<)efn*2aX~3KQK12R46{j)1kI~7;jQP)~3b{#k$^dP#V+uzw#Hwp2Lu1ZwG~HDS
z-)K#f_|Cwdb;-8<cJu7<UU7B6Q_X*z7{lFH7FYu-^;UZ&Sq^<~sVX4rIiAh|^XBBg
zrK%>f_=MDk;Zaz|gI2Kg+p0ISDoW0L*2u;q$>6L%+DhWtzi?G_J0Vz>tjwg@G9VU?
zP=c))JcajT2+g4`ZEPX#wjI;>eER+iaqq29`|A`qhD51Z)+Ev?d}`iALXn`LQar>Y
z{$s_1)b@@ne)(lCL@Og%Y_w@6?k?JW-E}M1Jx|vo1w~irpG|6d&nbHkiYlys&K$J5
z|JEmVW~G|AFcyMQ3Hbr{sfUxI$GV2yhI_TM>cOY>cx*meCXX~AeK>MDVEL^cvY85O
zKT}f$>w$D-g&Xx?zvHdyE*3t2H)xk73TaBjas5sVz|{*|>22fr6;H0pK2pa|wRit?
z2{^HP^;4q#&0AlhE2_JQHA<AI_Cc`--zzEr1HXO$l$e=$^zd>M4A~3B$yZUlKD&Wl
z{=^?6NObAWuFY+?XJ$EkYzb)M7=xPFV|{gRCYqthn=Y!vb{1^vDfP2zG@{cZe`EEJ
z)pYno1C@31-LEGXe-QUfFamNhehw6{gj4_U2U00mD5ctBAjy0DDxvb~bTa??RjvB)
zS=5Wyu4BkM`EqiM0G1RE(Dc){MeRya6=JE!;|WTn3Kj3znbrBj5tC*mzm>;(wl*Y6
zf#-_`97TT4uvy9#&dgh+RTq-s=olKYQ@u<&`Vg<yYyOsT(wtz?Y=aNA0ws+|r>&4l
zeP+-7EN6dv-FH;_`0#t_6Oe4Pwx;w>;}_3ZOG*o@Rw?;H_kYh`s1%~4*9TL>ug_Dj
z%ik@`L%Ab9AYVzzWfZyPZzj~G5YB~rlui<N)Op|v%X#+{dne2qSSPp-7B$Gre&IQB
z{*<@~4b#@N`<-iaGj@1C{yrkXty0`s8WCEWYC_4td}(Z&*~-Z1-d)-XPk*K1N<P^Y
zP=Lbh+$3AyzW46hhxdOmFVQModH7Z-5Dvtc_3^f+I)I2nB_gKdzSP8*oz5NI%^JQO
zzg`5iPhC>Zc26$C^}%{#>GJApOS&H(JAOLs1f{A@(#g&(dAjZOCLke>k}Q>JQLS+P
zl=o-oHw~vfnHKI)Kxfsrq2cP4!-3ViEsjmb6Eu+U%P5c}?h)IX?qCUgyqC<h)xDf)
zu$mdJDI#lKb25vDlT;JP;<b<3X!j7(N`uF+pN0`X-j5uIx?C+$2QtXf#cN|l8_ny+
zByIE?Y0TdQr3{vDenTwrV$Td6&x0RT_Bo!lvq;C?Ip=9Is5T^jlK`sGdP66@&65Eh
zuWGP@1fBD|*42lIBdT#_X8eEW?NNOARxL&h@c(#Y(~_X%)Ja2MBz>t~8MU5j1<dkU
zmt+Nob<*PFOoOS8^bNtM=h)h6>x2%qU~ydvlUt|R_W2+Flx!qfDB-5-jla5%Zb5R-
zjSs(*vVj+u{&xDQ!2nvmrtlwV<V4LIMn8E|PQCn<o|5j<d9lW+_Nzd@3J!zig$z$O
z=IrRKs#Xa&O8*>C&CcYn=r&%BdqetED0R<w>`7rN(P+^8#E5u2P}~aP64r_!N{$87
zO11~NhQm4aUXRqaFs0|$kFByevQ}{;NDIbuan=wHW<8f$ti*dFrjY*9*L(lhW@}j}
zIHH`gd1iU&)Qu;788HFW_xjORI%jAVOUr?VAJr4$n;8t_Cqnx_el}1!{HvQBjI}B)
zXetjbd+u9v?hBFJo{dvnvlnYJ<E!0hfc&8a$K;{NFz+nc1+pWz3>_<YeiTER(C>_A
zgiZL#sba(|FWGeGJ9O|Xa324DBVq6)K9i#sYa)FaapH`=?CG^Y>*?Z1wytNgJ<-eE
z)e#p^MfB3%tmMkpyn+o|(UKK&R^h7Vi$^1crrO4M`Hr$oxEhZ?4&h-jw;EEOY}J(b
z9~bX2CYYuX%l!`z@{@vmzh}R*uhjPfi%@%c-J-L0+|yVSD7=Mm(+_;MIB2W&uZNkF
z^NmqUaVoAbrN)lns?~6!exL1Ag(Y*v9rg|`0biHi%xHxVFnr!##8~e15C5LdFNa7R
zw}Eh$03MYv06dWy>h~Hh_AH_Qo0yndt=w7{she`mGys3lr?+G_p(<hqJ)Tdk<Fagc
zoJnrZ8*-Th5!l3c6pEpvpopuH%ac(=2oTNIS6}Nn83|z!`~FWp{P#pfBS%l^_hy^`
zohK0{s~iZ$d<RY^ImVAJPiA>e+{JsjRE}DAVaDB9<aygq@|%U!atj#0EcfEN$oicj
zvkjCDHScBRhqIzlr+$2GeZdr<MXRWel00tL7XBseFGUh>gwfYQh9dh*dYQ9MxURA8
z);~+6dckV3-xj`LA$NaUvYnzl7Zg$B!5imKo=mh_e?JjXxfin|5^{1VZ>dU}L}cot
zgpyV$hR#}5X)3r)v{k*yx?W|J^JXZ4iU+BVu^$g;yC)FFbSrZI(avsKP*gnPgWu(A
ztogK354G}RM>1Nq6^^~>JU2n^ODS@NST!ON`0)TSDCga#QiSQs^q<ohhzb#{X(%2`
zww#8EUHFFFcS(22q0#B_O}Y(&KNE`IN#gS?=s?xvem<*MSJvnA%%P~|Q*lRISRRvW
z*lPIaW@Xl&Vx}CyTe5X13xHhu1|Y+OVEC~H@eUNkNltQ*f^z5h{f?`s)~c?>hRy(d
zs%s_6ycO&8>ses_N&v#RXi;xgeM;kHtxdn}$uP0LKfTw{)n@g&vEm7X5yr(lS?9$=
zyK#u$4<wPw=W1DqTcYWb9WxB2<F@>c^NkCU;|NBETRd-ShbReg?ZqRvY%#r8U5BrS
z|H;32G3pWwWfDtXs#;-b8Eou&;Q>!7FV@vd?fL7YuwdyaiPg?nr%++?5W04PR*Z^C
zVIxR>o!ij7tY_zUi^fu|Y7>1jaLgfAiK(R}#q^`yhXOv@qQsnG-C+Z7x1RTg3HtR1
zORq-Vt?bdAGQ<c)%BeGRS}0snHn{}nXL9q%wvz1!yA%@r-?lZcJh&`2(iU?xuIewh
zmOP5XvP`^4{hbeSzcgB;r8t=&_=zq0>_>T?lH^Y?+;2^z0UiSOn))^M>Bb5{{dyZS
z#OSwhPAex3fi%o;hbZ3N^ts?I3K!Gl+^L@scCuaa6=tRv!;E`u0a9e6A@!(K3__Bu
zEI7r_zS;1(S5zam2><XZn=$zFgQoo<zoKKuho~=TpiZGD>a&UOT<2J>ZzUB%N#gkL
zn`eo!<m$c*NhPC*rw=M@0d?G!t1gf%qM5>d9X|43vn_|YGoCl&f}ACmL+QLH&d*M#
zI#_NCK5gEhn3HT-UwU;)qpGTg*Lxs-b~Cj%OH@HkNE?d5uRsA!`cuS=c$7~l&{nxw
zTcX{OUWTur9p%TWF$785PVXD#(8v>WE7#z6=5os+1R>h9PB^d0lGwA-hh}hOjqR!_
z(nF`^@p|7t-jeh3%F2U4Q7mJL)wt`^he2XuW)GKonFaoI1)=4bMaEP(GA2M4ftRzH
z)in?1O^I#$8U6a~mdi7L7>FlQ<-7Tb&nISK33+0A=<LHvpmvdV6+RSN;-4hmiIP*S
z;56SV9OQ(=G?@wyYjV%}-N0VZLWViX(-B<hO&7)Fr;2W&5}y;Rvaan3A#yoDw$|Zj
zg`BPW>Ae}$0?7visE+Q^pa-AAY-~o%&mi$*utL7z;Cm}7RZo=quA!)f-%vFsb4#Ci
zGnrW$$dd>f467(rC&4S{y>=UfK=mw>j)%&|3d-GK4Kj>x{(B7W0hU8ZvU+U?dmc!5
zkNg`yh@Pi@w@es60^R%gDR3ew)1+q*PIG`Yup!t`RA8wt&pb6D9gLfOR&gJ4yvj?b
z<RVemxlLrzpdja3x1`D)AA6#(AV13u1uDzYl$bx4Z~o$keT;@q*%4#{_%u{d>T{ot
z;%Oj~kr4^9?R-<0{ERyL4B;wB)+!L$9S`F*IK`$kq<anRR}&E&#b~7?4Pg@a%(U_)
znD4bbqaRlhCsZQcPe>-dh3ZoP@P~YXXm?}KyT3=Ui)TV%OKdh;)^h8Wx`x~a8c84<
z@L8VRb<iS;#!#0bkQ@L4oe-~*xkpqMM|u{kdPJ~G?n;|!s%0>^((zO7NuM{mQI(w(
z{=oQ0UYpO0vQ_KG(GoJY<vF2XUO`!1cNNQ08|K_Owhbd$;h*!i{o^NYF@Z=`7D}ML
zdeFs*Yt^#3NV_we(~d9T$|6#aWa~-vqnHe)C`!;wP+!g2JvUgvn*24aqh88d@giDl
z`+g^^p?H~<D8i9MDV}tcXSq!2Wf&=(Rht{x<x?+e2|n+uW9;laFW#Q;ZZE3Su%fXm
zj_DAx#9S>klEqEgddG-{B+|fJxUlv^J3NJ??jxU7B%(rS^Y0M2;^M~N)nSHlX{h=N
zXnRjQS>{l68+nTqicGc<ZqsYu>v%<rIx<$zV@U+C*7&u>@VrVZnMs(l<O5WDxGSPp
zJaK9_?B)3#3bpn0BBjF7d-pCWxwvrbSGm`R8c>*?VLmHJX}oNBp>}mtRTVV>waS)8
zXW6w1Aj+?4{Y+@2f2}3IXPRoO9`DrL-~MD;9JI4x9ZCLF(^1Tg23xJz8O9O8P@y6L
zTW)DPrK_HxIu7cAIo&LpMz1Wp<`PKS6zjZF6n^SW!%AjTgaI!_PoA~&9czGZ%~w*0
zk3W2%RNlL%AQvCi`D%(n98j~hm75ld6x^Tf+i<BA^=mTOCNdP?YI@o5HUlKzl*t`K
zr4F(8lF>&wk{yBw)|M5e2n^41XWkMSqnq|6DAg%%4|XLcF9t1JHB2eo-vynPL*OfN
zqsTRg>+J|#!s{9wz?m*wrb%)*=MB8e$hA#NT-3B>ewTv;Z&f{-q-qQ@LEP*82`Lqo
zxcQ$vu%1!~<AxrXE=y#%DmJ#@DR2nb$5P397wYp;Ba!a2ljnPimp+GPnyliWe4;`U
z2BDci6`Y)NlG#{D$IoDnZ{d2`<8d^)<rU-fSgV}~U|E$B{cLGy7vg;7ePQdY6SLnN
z*EfvXFXKab@Q&>2v9Yf|P+ywepNlY*F<~zrOQh1-`I%g^S0qOPNx<0_mLnNb*Y-j8
zUSKjdG|?hq6luyeC=+}<XA%5$<(}VFW1>+c-dyv`R*5iaR4G?xZF|~m)jH>Ez4m!M
zv+wl2=qv|a{B_u3?kxwytqNbI$FOtPHWvNF&pk5L8EWm#Ip!9)#;7P{R6q(qS+t+x
z-vt6tV*`qyX6Kuox-}+HS65dTe-CmC{hsbr7WvND-6b<OLgA-+>aoY<pK_W$!v@_l
zDsu;cQhkA3x?WfF)4NpPPxv#5G9FZwn(Rwfjl2uq))CC#iof!dRXvIB>PlXx&QAM4
z^}(DlRS$LC-XKj79*kD1FiRxx=99$t=yK$HLTepqsK59vsa*vVU4R~bE2r%Z@+2C?
z7LBf3w`0#J7%iS<%P~RZ9^hC7G1)^taGg@x`X)lZCglwh&7YOpzw_kdEov%hq^rU>
z&PPhx`*9j1=ZL05s?<isq+a2ENhB{((D*pZ%U?8g+h;MBQi3I6YAxY$TSMxkl3P_@
zTt0VJWjN+yr%Xao+0j!;nosT5gLqDCu0?~-bZ*TBh>XC<6AC~z4FUxvrxnYzP*Dm|
zUw(4m3kg&rPFS{%3uvGsPFfBTHa`jR-*QV4;P-^jaf14_0vEwb3I)2y_!G9I_(4h%
z4C>jnPwNmqC7hha4;05-{&Lt*zKCK%@pNeFmFfkxE+?;NA#CRP8N$17&rfJt%|j=a
zRhDm}Eb1-sd2ES+4XKOLCn(9z^d=b*^T&<_-1qsDNoa|XS**la?8HswUVDL-LPxod
zhC8OUK6Ey4GV4V9*O2jz_6*GT1=iF%aMVG5M{6reLL<b+)PeEQ!#DKg!N<o1=Tl7X
z<h_}G!!)_!pY6)K<LP~EG8jDZ9rYuktoaPdomg1bLhn%ZADMIHpTW7uYtll_zp^Q;
z`>Zf~aL&JAU8=|o<;<Lfru;x@DY~@!O;BR*Ee~aLn=qRlDHu~5cX<jKF#9cH58s@3
zH|75i2M!L-R5DZ6*_rbVt23S>Vt{0Wdz0M8@x2L)$&}I49jX9DE~r$rbU%bDBmY6Y
z2(6xjH#I^qClxuY$zZ{@(-Wbn+$w{C(}A>H*;vm%fj<zvwS(-M$lBhd!T4u;0n3N3
z??sEDu8!)ytbR3SvmyLr7eAtOWQMX}0u=Z@Vb6A!EfL#5TQ|hLACJ59<c^UYhXrL^
zHps8wamPb2F!5Vbf3cuR3x2J!^9fK~;n3YvwD>X;zB_ZGqj3JsZCysNiCfZVsVJ7n
zF-kyW$W}ozLZ0@E_Bz{(2-J2dO0%=AweGbm=B@dsCnJj!qP6=jDm@DZM3BeLX@rLd
z8QO0Ghm6^IO_yqWPA+{qt|cP#Hm-V;V_E~gJ&vwLHX!w}JR8wEV}y=*@o2YFM<@FC
z7tW_IUcXe}KwXbVOrKmPc*?$iPtxly!#o{_CC=0#9PQEgrS$x=As1;R<XuhVM=5`5
z^cdQQV)CG6{V+^09C4fHwGW~k@|r!%UEvKqT&xbqP1n3GEAZNi^n9v4a*$>U{*444
zPF4(NXb;vilyrj@fWudS?AW7phQC+L<6!;7iT2q#rw~YG_jN^aNz-`D+~?<R+a9ro
zz<v0NryAYRb3C`7?xk2ST;^40K0TC%2XQmKwaW3iim~F#&t4J;#hXjgWK++@pIOzt
zw6XBAfxaalvd?62655*{O3JuX4CeU(zywXR1`|53OXa8+;gW_~S%QORGQvWZf@@q|
z8_d1c4eB@Tx$8*zcW=G+$BDqEEcy*SKr(F1SW%|T1s2QV?5A!Gw4)7DWo-1+_>Mq6
zY@7e<3FMH_?v?=0bn6nbryEw^9<OP-9#oa4&IR?397iC320FRU?owWD-1@x@mU4kM
zyuB5VxpX{Y{_2TeB0X%5IYis=X8I(&(nd=G{XOjsu~0jFONTu!=%T;XAjHgW#)K>!
zX1Co*U-*Yu+%ZLy0*8%YtlXC&xX|LSzenS!h#%76lob`n-kabT>G_<O+AKHeG&JEU
zaQ@hsDpM=zG}p#7z^aPHV?krl2)kQ@%DAEVl2~iOZ4Xr$%jCy?Adcy2b)Z(6&WXt6
zq4N<YZtke~tEp=V6_y~@wDoFC!fGauaVy7IV8YS?04t4<%N6f*Et9N^G{uiyLDk+?
z_Jg(+2{iHhNv>>Q_N}4eT>iapVdj&lVHqfCr;;O71M{|>Cg*~@VM;HW$^MFKQDk0)
z;JAqG15>bj5vRKeLB32pFVzLI(y9m;JzltvGkAYu<iqQrzOJ><M?ezVs}YNK9mBYl
zd!I$9gDC7dz5zKP4bR`Pcn}_OHj|0+erEY{z3=q(loLZVY^kSsqbTYq)tAd7IqOpc
zw!s5Oa|P~7+Nab&hPb8Ek<;d=>)>D2i0*7w(;Ff(ndhMFay~{+{HBz);f~*cAP=5&
z$t2b(i7OUMoe)=qJjjrC%Gc7egCD6m4<8kNrqjn`|6czNI#htOLlM%RSbBCC%JBLR
zt`Vkw*Q=JElzh+gR47w|Ii8BET0C#q4w_5Wd#NF<XuASTEV4?;ySR2jR)3Nf<7PVe
zz2G!N0i_A7Q*ZJNTE8zP!y0aB2>nW@bP=XT)jKEKAz*nsbOau*>4@W@zGEDh3Fqwc
z+J{O-i`Sy+LEXHu;T}JdxDqd2F{+jP4B6rF%uUm&u|zVj<b=FT#-)bwE&Vw3HJ{G}
z(5~gB^pDJx-pMc%Ww{F_%=zIwLke>B<RPUr-#9wt2CU=ARWYfon9!O9QERsG=Yjh5
zfrSV$8K)qMeII0jIZ;sqMtbO)(;$5uKKq|g<|%H4?;^A*1479HQi_L_CEe@$Kb!IE
ztHHVii!=3Lgu$P-AHMG${>v^4%C9}u{nG@=hXu;0G_3Eu$A@~~5>xI+%=<rt2-UiH
z0RU*bF!6gPxgPK|cXQFfuHTm=adTJRL_baQyRL~4?wm_`?=#APw6my&PP0Mhy_JVQ
zJ9u__eS}r0_2Lcg4cvc3oqrfA_oo3M<0W0rtYh6$`l9V&iFqNCaneK_Fm@kF6l@DO
zLh?Qv<!r{#1M1@(DGikL9mf9}Y#2J(`<HzHX{p=gD*%AF!hij;KqclztOrj>#*>Rk
zF0Fg+#V*&FN-dw0du~IG=ZcBlc<AX7y&33AgJyJ~axnaGxu>S78A7kjOlK5<{2#HI
z$Yg>CuXk7Au8E^dpN=*j``wKR7zkD!tp%<d$fzdpw(QjMh&)L;hbtxPbG>Xd+2%a#
zI{1ze(|IDHO~|<tjvgi_3#HfO_k4KA>csV>gW1KdU>=gHy6gT?UN&cjS(k*`;dAGI
zFtCt!&lFBy!6zDSUb(Kf^Sqg&TMgGUU$N0ft2z@Fu)cpDrnt-?pj<Vo4Y3j8xM(1Z
zglUuYE|}fd&f65|Aw)++R7EMBfEx16_m<w*Q152dZDL^V+#27pn@GL;ROyqk0yn3k
z@aSqoWD`GOoGpH7(^e1vrxn;y^M9k=znfNaou|8eKslx5_-esxw;aHzQDOolj{cKq
zTQ-m1Ni}fj-R$(40RUOkZprk@eU1R?XL^f~F^%{i0M8;6aHgG|ovpDP!%s;|+spAe
zlXwHlp43mt-g-$VEa-U#%go|aY;LsRnLE9Jt~@dE_kQy00&=_&lB}AzS%Ooezz_J{
zXvy2V5-Y4+uk8Jt%_f;iF;Sn2OA||w;~|q3q32HP-7cT`(UxZ{XeF_0g+CAJ{o}ou
z&+V7>nd-vwkJcSxr~K<@A=zhp%`BWgUs4nLq6pbCebl<0YBRN@23o^#n}IBlo@C<!
zTq*-vvRa;yy4$GK%tICn0#l?*Pnnm2<X_3#^odg8tYS(`Q{&1dJH2ej7?+3@wPyDZ
zNoN%p-(Koep6us`GDGL6CX9u%FcUctTINgxLMxK$a`~O00ieuq7#c}JS{g#0Q6YdT
z5d#1w;SX6_71}#@YmUP+g>o|hv<uV&;MX_+jNLcjnaIe<lKWUKPjvC|Dq(HQ=#akc
zUVeqd4q5AatSS^$eq^C3$%<rhwt)8P<Dh1w719DY)%MySrgZ9jD0HB72Hhs?yFksZ
z6&G2daEfz63&Un0r#=%FKJVxS3o?HSA)`6&qrT{HoTZ<xjMX!rWkwA_&DXa;=WsEa
zy=T()#7-25p_jjo2~Imdi>C})e!OL5ypCOYxb|eF`@sgFu|Lk}7c8FsBWW}3EvdE-
zpWCT&5k@qLW3co<?(Q}s+XPUQHB+z82V#4#FWs+i$j9d;{}%#s|L4mD?bE_|QAr?j
zc!PSc1E{>WAPb1KjPv|o|6$z={Qn>eS0jga`X+0$Rze{6@~ToLmvjpKJhls>1-1N)
zNv#k=PrJmJ?t@EruJ5OMO$tz;XfakCbVO#9s!3TP?9HYPC%{vtQBcuGdH#Hczxy(A
zf(=zmvqgEh8OV(G6|btsus6;FweE-c%0)VvBgqp{Ja``f>=zbM=4Sp0ULZJGMacA0
z6%@!l1%Oq}_r=W&6+iU53xA_5h~e0x!-)Ha1Ms4fy&f28(w9GDHJn@1+^gNh?gDM4
zjfg^YrYqR2?;>$$K~^yjRd>k{$6e{qv3dB2uou%(7^WB7y)8%ID<pH{N%+u#C_x5*
zDAfAgI{<h<oTvNq;j7<cQ1b_r3n<ngNq-$pP0VvGKogbbc>m02h(w=JB4wI;NOD(#
zpwcQT_V`|{xk$R1D(4k#U3<6Bn4Kq_(8{y^nz`bnwr1lwMF{wK!U`H_f;(b(&1^fT
zDHu2|FK-vG3g*E0{!X?x;CH!Vo6($Sgty)>rvMitbhlm^OpY?@DDQa09SKW26w=FX
z<qL}qh5Q`0p#8iu4sL0uUwJOfeopUDTisRYQMLI*X{E;qF+%3{5RGP(c*U{dlFTIB
z_-DZs?-jqTx)3Hldb6cHVhQ`7DU1)#*Hdch>ezRG0X_i5Bd`v9XhcNF_%>W|(8+}(
zPEJOIjfHXX@y#A@{^WO8R8%A;CYo05qMI!KwFtSxlqk6@mZ#L~Ou)x-8FgX2jngw6
z0xC9O1?32ipcpDL&&~~bdzJcR%GLxqa|vpZczlMb^e*HUT<Ts#)z<>$*#_aVf<uo{
z;T`0db{jQiyN2O(^2LJQS^NuraDrWb%*Bl|lhNd(SFDaA1aFZv^NePg4wYJXl1A|&
zZ^eJ+Dl`dJYn7)XpY>)h01swDHw=;5rF&&G2x~Sn60xA~tA-P0A=H1<jc3q2%4vuI
zGGXuyBLz?%-jKKBw$<%tf}mT*in{vx#Qy~xJjn!rgHRwqT}D{a($P^dGAgv>%=Fke
zyH$h@c8qX#6`}cRQ|hTlKs#c3dVTVrqg^MaRn;wARGD9kUECj{-2s3Vh-+%z!kEs+
z&B(_Q!^=6unKj^V;0gC%MKnJ%Qi?`7<?j>w@pNxldCcxxwvJlr>mlhZ--T=UbQM}A
zj#>aXbYrabb!JBDG_tVEI~G<`%7}<PrM;5lU(Ig1x>s(}>9}Y)tx0%=Y8D!m3(5E}
zXowhY`PS3czY`y;M%Jqh+nqfGa*Y1cT@oh^w-FU^ypN3t^K&-%#PdcUXrC_!*hJcu
zx=^`O;kG|o;XyU#!|0k?T1ZH)`g(w2=#Ro<s`>KbZDDDd@ejQ8!w?hz(1-pn%;Cpe
zaZvz+2QYt%Kl+)WIUej8x>{7YSgu4wz$X=xr8POE4j59b!j>(q&h+_5416mT_z<Ec
z7LgD(p}-?_>ZOt!tF&ZZM$S=Mz7i*#nWI^N(|8CCIcV9MY^iUD)NDd2N)=hF>%Gau
zvx!w4&AQiHr*0ol+zy@2UOwh7W#|r;y8rWZoQD^z?J03mlbQwTOvs0caZ{jnt{Ja|
zR+0Hh-B9*UVYr^cmx$xOgSMs>yfCKZQ!&i^qANV0wTC^A&!Ug}cn)~oy9{D~k@lx@
z<3mDVLAO+#^r|_`CmaHnKXI9jItb6Zo>=u8AXs&b*MEKGRaAz0gAoACw%NM-nmuH$
z1kL??Gxm*S<K^XbI9G}R+I}<0Uv-Qkb6-xZ(nWlD0i^In*48sTQ15ptUL3c1rp8)m
zb*CtuZ{=)orG_zH6yHUAkVknnEuK(_!<LXHb`;77Gmy!^g5Izk^Pe&TZoieRicB<c
zaB_EO!xAULO&>XRZ#Xe9brp=vq|C5yR8Ce3?t_~nA?E6b$fex))GqHFzsdRe2wpOC
zLn$-}Yol`4i!%Cj=EdeF`UxU`HJ9<R4QZNLnvK^ZJD!nVmOTX!-Qo%g3i9$W0e}#c
zaz)94;nCiJ^}~jX0Im``PZTyh2jIf(9EiON0MPTxYX27$m;G@GWo0x@PR=)s>hnHd
zH&Xlk|BXYW!1tJ7Nk46np|`G=33oeLXluO<<;0gw<3vcxpal42hUvVF5sEmeUwIh>
zJ`i%$f32fgPC)(ExTjoI?e+0BaC2XkyOa@w^C?a%P}U;YM5f+Uhi3n#Kq87vuFkP8
zxqWtdXl7nlH$zIni5%)`Ir)Vdyh^Sn|B_XzD(Lhq=W>LVF{Qh@mO<kz=>^u?3n>v<
zD5cm#3L;ems&VJtujEg6rzm6OAQ13Zin1p;@f;gWwGNDnx(++x5J2&ZK5WC}`^b@O
zO4n$g;K(P?<90qZeGTPIl}(!w)aJ^nkzQLb%jQI3%a=<v(a`XqlKcoLD?<#>Ss{c;
z+IHB%l7qcHJ|gVnkfg)n(y1`T=wj*B+Ih$^DcWffUgdcHV*)8LGfUdI702A&NI<FT
z)hF}ftv|!@U;oBvSHBhZBr_3i-M==}0Ytz5KykQ=+UC}1pnWA0%tHY#m1!UB8<z?J
zgM6TI$p{6s++<G@6&=k1-2a1ThY0z@=jqO@LUc;9(OkuxQp?+x!pJ{eQ$IaR?^Nji
zleq(yQl}<gB$>l7KH2^_BrJ_vyP*8CctdeWQswyAJ!k4+P3Xy^FDhG3GCDhgp;23o
zQdk-x7P88=+L^Ypocxzrc$K{U0x=D|v`nU>eZZyO2}V7~!k!HnIiaPcM;-0!izdS2
zjv=3MxO>LMpU?6C=T%f(ymR0EDgxkJq2@{M#2ya|A8xDtSvrF*<Mb?SlR!P#^3v`+
z;Ip;5q@MQC!&z2$k8$BRY+;;ErTk?yUP2X!XP|uW2}HT6(no+UW!Xz~)-lb`oA$;J
zb2n$cAlieQSD*82kn7Gu1f{xZnAKfaP3Doz-mi`;m+08Cn7LkneenY#R|p&rfTShj
z0-FrQ5ambwn^9@UWvih!FwkSJI<aX$3jNh(KPWG-i1LNIrhWQKX&1aSf*)m`y*7!2
zR-Fh@X>yMn$!;q>bc~JgRBtzgF%5?}%1<<i)YS;GUET>TK3X&@$KKYdr<TbzWTjvl
z35lsFD{Dy-!>s;#co@k6aM5W6f~@yT&M!s=?{I`~;~um_D*;G;UJ)gQqiUPc1JQ0I
zK<eY-^x-~Z+w&tDi}}s<=V_8+__lP&rap>y<;ZCjB0_wh<fJ+a^kIIB8BJYyZ(upu
zsT;tpG?7;R%DJA{W{EG|%BWK1T$@+XYY<>xJ^zGj8oLU>=r2ZS;!ObZB|ktD2$AXu
zMY+-Bj77^#`C^dkx`R$BWk5OiZ-Rxag$l=(B^?JcWil9$U1~=jTU~j<IkU*R*2?gw
zx$x0rKu9QF|9kfu52m|mtcdz+;!gGi@o}9!o6OI>KOVxz$>V>=BU@)CuB#Xz``*@X
z%%wMS(tNo_VonZvJj18?e>)id?;3+<#A%~D-vN9htk^Lb#`~o(IDOb7h9Ll}pyT!q
zYyBIn&JOC3rb$r^r91GctbMQf#u($t`rLzokmYFR+Afm%E7W!wO!P_XmW@|s*DU4|
zLn&6G5U|k!eQyF-xWlFD+-$)%WCl1M@lA`(1bW$KhF-0aaPAC)SZ#;ff5B0UVPvh|
z!ab=$rZyb4^31Rcx)R6Tln{JN<ahrk(<#!+ix|z?FA5%DX<p1&0ZbO_XD%83x;W&G
z%1pd`DiUg@!x4Ena5&l4x44>U6!<{ZZh_cDKeMg#UA6x8^l?ha%hGbWg;33iDA@gI
zxh=m^)j@hW!({TCz`J+vdh(^hNz3B;VsuGD#`6Bt+CU%37{fmJPnh4q{|4s#5204u
zs}5}n@7KR$IMVaEI<$>!?r)BW$H^pEi)FE7Lihj(SH|6)S6y9wy1{y`=3F&fkgm!(
zDojC&Pg*-6(#<o?meW8Emf#jdm_W4V%2CHN{<E@&2=YP@u;-`W)bzo+dlv<u%L1K4
z*OZz`kGKu0iXf}~L^<ns8`*-Ab}9k7T}>$9NK|Mkj2(Y)1RmCdyzmkG>ECg<m<u+=
zc>vRJxi>7Nh9N^Eb$Uq520XjId~RWrzCmu<NhN;N{ozoJA1N(Q+t85g>cey$*7QfH
z&v+eWqsmw;F=3AmM;@GSeG<=ycz#B*snTzh^zsr|ZFY<Y$T_kDDlkWAZX)FI$etAd
zEnG%;*=`h7wrU)inBnq}r*b<O;5)Xvv*<TFkUcsk0SxMQxDGTqc1@au6rozXrd$Oz
z=zz!QdiXIVHI<r)359Rdv#?)F9pI7+aBF9=G?Sgb|3;I;OM`6td01_1a#B`X8~=@+
z_uTz@|9X-8`aC@9%?J?B?aj#AmGeIn<E7Q@^s|&z8Mfo^4aW}yw60iyZI%y!)?0R?
zm@ax?Fib|1==j}F(vxpBfw!1`Lp>}1*aFo^Wc`46@CX|KxE|;RO?JHiZLJpY$$XzL
zhxz^g2|GJGUjTs`znZF?li*S*KoVw&Wn?HWxXiz@8={D#w_MTy*waAf#C+kqmgnt)
z&gE(I)==?MDfaxYeBpSYht!W{6Y{=0y6SfTQ1gv)cDz{C|MnL9HC_t~3raRN47ToP
zP9S+>Q?VQMAnQdAj7!GuBRVY_frErSkgs_&Fm-ix?0~d{fswpXH2@Y;c4aQL%EuhJ
z|B%{8!q+n1Hr$(&1ccsUSq^PTVh_C-DG4Qr|Lulkega1Ge~HmXK4<{5Hl4>7U(o#|
z0*FS;kLJrC*0%nI;V`K1>#2s0sr^s0!*yJ}fY<gBh+gV+o`6Kg8y9f<dP*$KP;OXl
z64v>DI*`7X&J~yg0Fd$l{v%|gjYq%HCX`+|b9;=fyFve30aTv)(%V4+l2pK;STGT{
zlT}6kBWnPoZ@1Y&#KXe_&^>XkuCF;f&OZG*I1tj)8J<pw0vN3vKNOzl#$j%3mT-H#
zG<9<0-Q3<9%KuE3+0pA#HtKhik(n9whKepOrV<mQ`1|*73jm8s%+9v2ZeraQd;N<6
zxEE%IX#Y9E05>+GKOCd*KVb<_u>!C`c)$aPo1N_`KU*XJ|4t&<7sD(9*mJ;n0|3jq
zrY<m=<H)cD;g)qh*qh)?q7%hq`^E<mKA7KS9~BTJVs+Z-6405yz*<}Wk#2D5-C2TN
zg{rQhvC!j!^nX72%LicDd|Gk}Klq>16r>60%HCEqaIirOE?t>SU{MjR@ZVp_@*h4#
zxoHuL{GTn9+?xn&SN*T^7y9&4WC0fXn}qv{-x%)yuUv9Ry1}iBQ)2eKWq1l?P&|cm
zbamwZ(-#>SdVoO+<be*CYiT-+nkJQyY(R13B2h6hF}gZZ|NRcl?!`|3;d(3AH8EWo
z6lA6VF5nSfQCT_G$sQN^ujYg8<-}<H;VM0xb=R-|HcZU(zt3_=$%7C1p932ppa1W}
z7f!H`ZQiz4VfgU+2LYUSxM=ABIQGpA2MPyvf8RLwLrrFH6R_R45VQ)o;z6Q*k0IQK
z0L@3Y(MId==}kufk%a^R2%YZma)}}0f`6k~n8xBEd#LH_;b6~lv%&`RYkKkW;=QS|
zP|P3r^MW2{F}u5FC(E@kxxQCOZ@UvHCx<`mMzaCudx$-=Z~B~zJOkd?An?)Wn?to2
zauLCyM(ua&Qrc_a3u5kL05Ze5Rx(f`83iu`ppO8%_#UlFa)&a<gq@JPdt9W!VS{)|
z<ev1)O(8`-kXU(B5O3E|ptmG&j)>1LkbdgBT{50B1iQKM_=-|If9bAM)8OU@h+6#s
zD`Gg*1QU2k4w>Iq;P$fYis*aXMZl2n4rOcuY0ZaY<JY(S^=p6M3>fd5T6F08yFbk%
zARur!`~P9<z2mWtzyJS>kQuT<WQDRvB$vG_E0UFLm%Xwxva%&5dly31Wo2d;viGJa
zBgu@^_q=+)Ki~1Y{raohExBIfd7bBZp7VIz&#UO7Y)`P!fgzfI&&$K3I?v-CxA_OC
zjX#}eVmfy>QwcB<`6@#jRiHi@{>T8{7TU3scVGUH(WGu!fP&^t1`Y9tIuos#DjRY)
zclVt+uLZ<FtzTh|kGSj*dnHr{F;kURllx3J9?F6Vv#KvQmkqr?s&j7KFvo@NTl42a
zf$WO$x{l*NWb{c}dFMx|iR<g8mB~=PdtV>JBQcw)aYTx4LXdfZ)ptTK1&pLWPEK<I
zpO9Zl(lrW`$LW}#5gk8t{>nY062|5W*K_Ok?T#-mAH?CDA;>N)B!o_XCt`<$%HHVM
zSk9X_S2vIU<A#hiu!e2ECsDUkLx=k_mA&(b{z6MmBG}l5zRs)GT{v^I%3pU{G)!K4
zI8M4iGwYN879uF<JtV@zy$-cMM7sG}J<S|4!wVwTq$tzBe@-D`1IOLlFF$FB!~8{K
zqfPXqUUyxF>m%(LKF|jKfhyG~JazhmLqJkQA?GS7-#rxS;&m4k5fRY^K~t0$a*G#)
z%<<km{1z-?^T~8)xl_L-Knk(Tw65)%Eq6qMllBJe(6L}kznvyV2J2j&ISal3(y3jY
zUmY1rJJIlgyd7=G2Rgt9LN|r(cpG71Am7b--wi&*Pla+h-m|@(EQljM>vF~`r91x8
zKePAGpKeEwr1!p!oc(*$E%PJf(r*+Bh#CT|8~f(qS3qvuscB!YFHKx?oE^TGj2(t6
z=QmDx;A=yAF*0wwNQdhYn3}$h72lf#{=^>%r}{6nz<<#_;B(Ab{ue4ebT3ec$;Tvj
zYZt$L+Z9R0#U?G|x{L=Y(@F;)Jh(QY=PdFnVRG8s>7A5vTc0GiJ3@)5et;j0dBVhx
z4`qt13b07tjp7QEr@Y547aB+Ws95WIJbUmo)TVckbbYqY6&C!X(^vq!bVO3^%(@Rq
zxZZ*w@igwd;$&fKEpgcHb+*D+`T3^vjXvJr>(^X<EXtu|A@>7A>1xLo5|SyOv$QGy
zyN>RmpxQ5Az95cxntR5NVZ&to^s|MBI!ZY%s&zmazxghAdN*b4^oK;Qoy4r)c#tfF
zfWZ_zYt9ch#>rrVRxH*lMQ&j}a^@=hZe3lpnEUb-(kM4#?GE-hLOUd+q=I6-vQl_&
zb4q0I*JOo-kpJ<+%Z1liMmq{HUpt~%&i7VaAb;%qLMMXF#8px2<VQO>tcu@fz}bHe
zNI^VrTg4Y1A<s}qR{c>_SMUrz<u%$V?g9!W^h!jmArvC+++lOPj@V6Lm*R3NiV)6X
zl8(h~>j2$;tYatK4uLx1P<-cqPDKvbmBcU9xmtBhDtOh5PIWke$0J$tfqrOaJX{=*
zH88>stTB6sQVEGih4n_Jdt|nRR1Yj33{vkrNuj8OQa%A)S!W&oj9{HNAN)|X9G^ur
za>F8V7yUoMFF<OkNb?`QnPzabM1rf!`sfwNET$rjuI7f;_;LN(?mFq1pooiq-fy}R
zLc^xO^lL0HU7mU;2Hy7Fd-uc6oISVr>ZOT%G%eo`NaD=*z78b|TM;9vR^2PMn@>Hr
zWt&W?2B;n==npakXBSaCxg6>sq5m!Fx{K4K>|nb5td@9Ka2R_q0}2*CQlfEv<E<3K
z0)PvY-fiYkFo2uu2{d&0nT~|BV6Juyg~ouo43zDcSVQYrSxVEyD3l8*#K+WgvX}H*
zXTXxY)bjVFMF=y<a#6w!5A`Dul=9qHuDGrzMRCg#yBLVR_Ua20ZK$!@aca+vdBu21
zd8R7%tOkpCgL*Q{`HdhfI__LWTfc`6_ulnfZAfnE0}iUPmI`D}uSlQn=^z9P6j))9
z{?sy%D_oXqqPUl8>h1`8cEWF5Cg_i3^Nql0SxA`7l@xip&ruUg#bHJ>1CDK>b$E${
zmKVXmC}fc{qc3Cy92Zg5>MEu@eBjpcU5d76mL~rH0gA*Ivp?0h*PtF!(hXrK-dVR+
zuTI+-*NS*S=dZ9k@1>Ym6Zkja^OrA5kG}8z(z<*13oO1^>Zyih%vrG)wmq9->IH2Q
z%Ss{t{f`t8FHRpQU?m?aYTdeZs~xhqu)e;&@_}17Zw{6kiNlJ-<ahK2E44)ub#77a
z(YQr$v9|X!5{ggoWk$Ym*HQ3z<EE&UCTe>=V88eQf?7aq+>o~H45?gNN>E{bzY;I=
z9j<}D`wHEWw_*97=qQmArPQ)okIOCrJk#iV=2m|vw6@MMQH~N56H|bdd_-M*X>+Qo
zr?*!D(q(3!&y)~U`(gPR$Bewe)C%ZxuvX`2a7TU34J8d@j2u%_L1&ehyL6<quIwxZ
z{#gq|R_voczt$$-dGKhYUw^!C`rS)oR%6LL_Y3Ye?HU0)c2DZ#Qv*r?QPK8IZ&unZ
z{*BBEHz&J7jk|I9jrc(w9f}C<3Zx#gAl=Joe9`tw)Ve=mYR4MQJayGP#9;(y{%87V
zc(=WB5N1@8mSCrHo4z>lTy0jl{(FcyhYNx6-IoF{0&OWJC8ejYkJRcave|n{Ku`I?
zbr%*W%|3>d!eX>gd$J`kaPk^LZvfkOu$bd?Ho`oC-7AhslJg{inl`d#HKLk5=HT2I
zZ>T)_$r)`$@+q}3pI-MnjLc<`%X!+{`gqG8>zNfdzPW4=Mc=(hISPAVIK*W#@b`5A
zX#>H)Ai<%m<<E_PU%e09URIg46WmS_#y6^U>V&jjGhHT-xpvl#1dtf=6X@SR+P#5T
z@?)aq4-KQ31CoRafdZO~ndf!SdEt`h7HjiEx=K}?L;Ad=Xn8w@G%aekgo>c`?lM&$
z4XcKTi5S$-8!z6<n8H5J?_CLb1D(-y7I0{UJyh{)6{LbJ?CfU%eIst-^M&TEn_ig-
z)4^eyb8{r}NFXnQ7ay{)-MvxP5{LXxIJlvLpp1*yagjHQnCH#w*FI&CSlvPet*_e+
zsl;5Z)E(CQnBcmNDa<wKjzKy2>DzTP^`EEG((!t{F{!}hY{+F2-)U(v@v!xJz&7Kv
z&ik1<;Zr+y=O{~kyW3c#la!C_O43#$vXh=ar>0aOL%}%__!*db<CX<-6mkwjng0Kz
zY$VdhU)kSe>;1RC<|dUJSt582u7qB`&30RKoP$A8YudcvJr7n)(T|7=ia*P-&+asu
z+*zLvdNE|IzsZ}OztiBNW2@+6g5t9Olmjk=KB}vJd6Z?DKFC89^RAfI73)~UYAi-%
zi+QZ;{{HUO(hl4eU}E59n?&#Ti42&+sWa&#DITu(*PJJU-akx@J;v^$f<Sf&7>Zn=
zv6)SHejUW2p`jVABqkw&J#24q;XmnqxvoIUb^5ONHzjtkyVuebt@u0{*yM|eb6UHh
zP{XZXbN2YPr_rN&i~z4Et=8}n8LBQ&RUEEAiUjy>s9@A<{&}@W%v@p&J8x{`teY$<
z-bWuu-Q`safMp12Rpd4Mal}&mb*5GTwFpK+1*nlA*fT-K$}hby-CrOL3*@T`;ke>{
zOMZU-Q`9$F3`tPQ{qz@Z%eHIwVv!$>H$`W!V!PO<^VRL_YO(Gmw4m(gcKoez;aMbD
z{wr1nZNdGcF|y`r4$m#s+F*Zm=;MuQD6&bWrhW9jgV(_T+a(lRkaWo`YidYeJ>v!q
zq<Yd~PO}m41$iQ^dFvK(WpCcRX~WvVdsZ+sO#O1Al!gg)Ex)7Dxb?^&v9PaGgB@6I
zH*@LW;Lug-A7-?vppRQ&BzCsKSigif+j^zeWA`hXyfnVE`1O=ilZDUhT6msvQ<HNe
zH?DasY>x2S@}E<Y5(t4>x<tPMcVnVVMNdy}^6(4+DY6ArKo;}Vv<?C|xX)R|#qZr@
z%6&YA%VJMw^D5nY=2s=B_OzF^<n2@Qf`r8#Q{BIDb?);?b=74q?fIp0R1r<gb=K|_
znhe%t<43VwyLCnJ^^f(L59^l-hbAw5-&`Qt-bAloRSGf^EAzcb=3QI?VPJH06v4+p
zRciUq-193s<<KQ+Jo(-LiK$Z0_rA4VRzNyIAcKUd19H%zcOLfnuV0%_V{Lo-`(NES
zUq_iqq%;0~Wc`!zp19NICWkle`BU?k&%Sm}y+hqO-^9vF7SZG%hVg4K8y>fyj%Y%C
z@9k|1eQ)sgn~c+-pb`B&?9RsCZp1+aq&R>9A_hDfcp%Tu>vo=LG&JDKbng}~u<#vK
zT_=aDkNT46?pnidYCy?SRXY2w;_20Y48Dbc6G!g5x_~*1pk)8C^yCsQ3aPIlix2op
z#$RmB&`ymzUF8FGe1@S=^IAg%AqrcQGCGT{nD_PWYc2rzF^9C%jk!lICWB|3B<S|+
z^i*sFFGp9W6S!9=ChzInI*U&~=?FOxOY(SVZY=Q&&F0_tRdpFh3(fiam+C+k^n{Fw
zoX}}*T=P}q&B~T`TK#yOhJm0UlLeRNt;6S2dQLNq>j_s2`R>1?hJys@>1l1tDH)@<
zQwKzB1f&Exv6T0EQNfRwEx*Hx8-d&B+i&&qemGpA`S;oSqzxuVOh)fkG&Q-?_f6$Z
zLLMgxf~x6xr=k|hX9p_daRz!473HPRgx=;l@^sB~gSe4$zFBUxTY5Aze(yJa??J13
z#UpWN!u@2&k6Vp4(<iSa)_X*G7Acc02PDvrmxWj7>U_rFp}t5;%GJ!0&S{Z>CerV(
zDl(uV3Bf_N{OWi90YDG^Rlb#TRi9`!&Y97PdwH@$pk3TS$&pY!F~Vl+&CKxai?b)a
z&zuY0Y^@#g4w#qLGc-`xJ0QcO^pzgoJ?m<_`OZfH6Iy+x_BhjE`{iokZg;~mkSmxR
zWys51uK0Ztvga9+-X8DgVKLA;0e4<|o5>?MUmyWaKG17(lJdoi7sAf;ULA=n7Wi-l
zh>nifmW}EOBR1P}dWLM@hO*amV0wGjt%OtZ2jA8&D;W{ZOTBh8ywn5g@e?6~yA_RP
z*YtM_)8;SBPM90|3|Mc!)LRX@9pL9m%VwY2C-LOK_)4Tn<Ka|7gxD41nzItNe1qa4
zzh|B18*ldSr(|TrLQ@_W_3`6Jm&H~bNVvk9|AN#wM9i@yLrI)EHzOZCjmenPaMCPD
zEJzHV^u<9CYS1DfoRgWOn=#JtoRJ*gw_)Y^oBhIVHc2#nKePXsXM0z2zt7sAckX4(
zvQSe_7OfQBH5S<>Dej>1wL@IN+j*ltqmJ9p!d~p$_G<x$_mfKX>nY9#k|~4jh9j2!
z68USx=$(S5rsxZsKBJ9%eTOn2r+iNRc?G<WpiNo0X6RMKP>rauV9%Ju+EUdx%|!v9
z$Jpn~i=1ufoJRw*r?=5+cFDTvKCP#x`jFs-*GdjDMsyLq?80247DJ=5g8;Fj*_<l%
zOv*px?G@u5A1INUiBl+8+Ckm(atwpS+0<ocy4;56N)Nfz->x%Ux7W0}98c2aAEHOF
zv6^MS&kqFrc$FtMD6GM$IMhO(r_wx6m8JM}<+Nc4Pwh>%nC&nJ{8?-|oL2ytO6H@V
zAIi5ub{FNh-E<EY-uc=~65lFrs2P0Q91^}@UDRhmzoLrGh;2!b`lYO(Z{>6HVR|$o
zX~lXM@6<2Jmhp4AjmAGN%I3dI@*(`$m$!qNIUCWR)pc0h{f10*;8Dkol)*~^%IuGn
z-wC9Ajnr)8voOH><~oX0%HIgml0%(6jPaEx`%q?nu9e_zqdLI9by!wZ4u8^UO2gRc
zc{iSJI@n<(oed>+Xoc>-c6_Q+^Qw`gdF*1h^)C0fdW_mvwS6}?-X3aG?BRdK4px(1
zx$YMnorK0;dI+28CDD{jF57Zd9^1Wh<xQh}5mX!HlIve$`NgC{P`1Wiu&+&DWw`C`
z_p)lMa=xkz_hG|q0H;)-x#*r^FnZXU8+UbV*0;{;&y1FP&Z8$9gv{SjiY!ItyIL_F
z_K1C0G|12R<m&K<zlvkeH~k`sh65JbvKOYfn2@*e#WSy;?{4*)ko{OQVIp<aADhdM
z2psvXrj}zj6Pb73Ley?xC2=(5Fgtj2`j)xZnp=+VqvDDFhxI0Jt}7`63Je&z$px|s
zTE`)FwuGNP+10zCf1}8MzV;b+89VW|xiqG0k-^tlhDSd#Vq3A}VS(BHJs$r%uhj^)
z*|r|WS)97>aOO-<(1cpm#NOSkVRUr50^piuOGHrRBfzsHg3>xEjo_QleWn0{l50S9
zATB$bEP+1jf1~!{mcEz*k)1Yhoo;%5r{Otcxnlm_La<LB8<!jXf@+JjJl-#Z`gQtX
z$=7)5eMcI_&qJZBTQ+L}xxpn=lp}fg>LL!+nugVU)ou^zOD}d$yGL^7)Up#+g<dbH
z9`~G%_0+vxTsCH0nJ;Y!Ua?^2<JoTe=(8x2Tg~Tq{0`Pn5vbrTRx+(%L){#*L8d1f
zc^>ZdDmm7PkEfgjlL&f_JKMfn_S?DlyQFvo7Ju2T!BLC8AZTpC>kPsVGZQ`L50SlA
z{7;q1Qg;eP2p7LJY)HMo2G8nn<j_W2Zd~oXID_@Mu0IU@>2aQM{CO!W$%g^Tiuh(I
z@4S5KvX{^Agw<g>QnAxc`96UF)J(4Sy;R+d^{W`Cc(xRXib!UOalaPNXF?%2@@KoI
z&KG%kQG+o|*E|~g^0dY+Tm5*=J5lr~&r3z-c5I4gBQrjv>UBThpNa&<7t;>QKCY_T
zXL4=Ks<}qx$)HReSHvJ2D+xVGzN;MjRGtqGX%Ch&-S+8mRfL{a67A4rnZ=S2_p_0q
z@8+H7^}WTYG%(Hv16KP1T@|u3=?KXPKdt%P#u|s?Yn=f;lHtY$Ky}{p_i=cPBkgBN
zwqo3G5#4=0bVUd+k*g<BD=`GlAMOtj_$YntbLIc3yUIX6;ML2r?Z)FgbShaAFU=Mt
ztdt=<Wqu7>4s7&?k38DtsKIT2KwsRb&u0?Wd!UE`i*0pt#<k7YlETg6rRkv46moiB
z6S2@J_3gNjX=I202ln0iHTz?ii+UUK8w03NY%t($m-o>FC+l4ytdh+AoZ<Olf*a1B
zp<H*2P@kK*EiMkvZ})l~l2_rMS;zkguKL30h7v6$^nlf2K)&YzE=u7CORVO+Z=KSK
zh2Dc9=~r26s$4|Aji^7@-v;WZD~+SoPU5aTP;78i`h3oo;ab)J6b4NNBLL$EwZ)}W
z`?okKq~Z<GIC<Rr3PGbj)!DIdP%v9x&M=$ky`DQr;0dK)GaNSCt2UB{o8aBup)YOJ
z#~-`+A5W)ierfej2o|9iQ7FFw<(aUg6MI+C{0WgUu?o{eK$gqMrwwhAZoT148ylc8
z%=Qyq=2~^0Fn3<zlUDQ8PW1gH+o8@CG4`(XxXLb8b$iY8`nV{Mk`FiLsUvx8CPdo{
zDbucVP?b4ey=<b%n1$Ytcy;jP%Qc7JpKfNIC(>h-%`f2J=y-CF!MKcXD3_XD1DWMu
z-~eb95ww&blmsEzqfkJK4uV>pWNw8UkF^}*R%l4JnOM2ij7mhum8dT)^n=we@^CfO
z=kPChjCf}DU%#@xWrCLFPI)96uZ|&T1v_f!*28`9jb%^Sausa#dZX#0$r!A%1I&iz
zDT_?HT<u0%BZ)QPee$vp5}S~-x!w2~qrl8}Zi{f>TZMA*1JO0QJQfs+gebUjBK)+_
z;II3gkuF0O)def8M#bpCu}|D8clMLdrmgE)=+zrL6!+Ba-fBX<!~0A;`X|85{<jFp
zxp60)s`lY!Yl#DF<fr5ivY=PSFR_nH1)g|n7N42Z&y?0k5Gu=zK^N%l27L^0V%PZM
za{pZuDfIBo-@m>UElaWQY3ts-Z?l@0m?83lcJbNX+iNlPyC4js`$&QbPuza-B_g*a
z9OJi!L#+H+%iW!!yNEXLqqo3(<7=$%tav`7N5!xOHJgvS#WOed8&cz#{b*0-FAo=9
zrN8L1Il!%x5g<t;2{#xIsu(9X_;qXFJ@jA!%8u&yRWSB3v>b-<Lp9?L{KJQ@+GhA;
znb`Gyp4wfX6VGU)v<d#N@JIpn<2LDqTIWl+IOA#$+k;hnxx(@US8EfQPHuY=^UPmY
z@{Gl7F`xOmL8RG~q(1(3l<17vvy~v_f5zm|pBdMM&FE2STL=3pewDkpH(or8{Sx7p
z|ArO};t>W=x?hdBh<^Gq7GXWz2oM@+H7F{kYXx@}<;3vuRTSi9luPWq&sN)tyx180
z93kp)mzEHXji_15RH?pc02Wzj{9834vJe(On=~KY%u*87$ZrMvuVy#Jz_HdHaZSno
zjAWY^`jyM53)HU!&2Tw2(j!97k}pr&m*JxvW@^YfJ3EsF&4Q6v*%)0rE|Euh(&w#d
zkbiQtOl`o#QMqX+#(Z5aJ>8N}q>>9Y9Q>9tI)AzAkAtG$#Ie}8iqP5z67DDymgify
zbEL|KC@)he_HgzmceX~~l26qOujofa_^xGu_ZCs!E59h0aru#>gg$)*rI{l|tiF`=
z=M)P?@tbTF6A+f8B3^G}{pr4?Y<<49s_sGeKNPXVVuvIZG24$zJB5AyPV7>z7q<Kp
zwRH}g9+DeOZDfr=JzeVW?_E`>>}?1B^#d*a85ERZcK~m?4Aq@#xHmqw=-SO>;~~9`
zpTtpm1d*gCRO6pHbdp^S^DL|nm-9={srwO^Q_Zw^d&w*>=MIpl23PkewGXDQM&wcw
zMp+3VgzfQl)wCLVc3-V)E^Hn&L!U;(B9zl_NMnEg@wO<#Y1O22s;)Lj$Z>q>L2ODL
zplVnKEISLZ*Y@I;QI=-JZV=kX3VjL`Ud{C$4f@bUDc29J4X8dR3t12VXb2};TY~b!
z()~uO3pctdbtJEFf5b3WefZ!wFVl6fhg&BgKte@eBed}q``!WA>1Tu=M=DgxpF3wA
zxkYK&EyniV@bl*8s1lv&GuOtQUoi%xia%*^WwSK+aC&xBsmCmnZJjbEH&gIqUo~Bt
zm*|QMGJQB-@s6nc*~b{#zx_vtKn`U~cf*x?XH!a9b=?{od>*^3m0dl3Q|n1S613Nu
zf7A$(U~+rTKTO{og#hyiAPd009~#k2%2us(t(*}<Cnh@dKc2f^|Ki}GVU-=$vHk%U
zdKjH@*0SdOo5U$L8xPji*s9KTKjoOyaF2M5Pevq`yuW$tmFp>=O;ov|44(@7#_5k3
zqT;O*eA1*GM>?Ogxv8~83YBb)w|z1-7iwcategGdn7DmjR0VZ<v8$m=apQTn#{6CJ
zjzW=kXxTvT!uxZAO1X7E1A^e}N`6PjZw!TMGF<UupV-6;eELQA<r2hfryLnq^5s&~
zEo*91lq0-?%ZD?Ck131d@>f<S#F>zDd(OLIPU{qF6dQ>U-vqZU&gwTm@V99@e(1yN
z!|)mNDm)y{m2_9s=*hfQJklf0bmf(#j*I}CyXY_;N0pG-s|<rrl6u&!M*q<$&&iLw
zL*~AApYGC^K4TZfG~#mDORvx$dg5^wclYi*&uN7#N5q?O%KCA%5|4<znWNJ9$dMy6
z0#F8aZ+2tjMIOD9)<W$(`GvC~a!98i@fAZU2PuU$0)iS5u5h5$99;5J5x!8x2q`YN
zG5>c*OV3MHVV^!VsqVz5Q$+O-Zzx&>myhUS)nZg`wWcOprQrPF*R`%!u6ALBHKlnj
zV|m>#RfXZ(uRi&ogSgtg;iJ+ZA|u788EY8<dJ!UbYz3N%gH_a`fs5LH6@x{*r{++9
z)ZH~E2Dn{2C%uHVynYq<x<|Ow4aWWO!B=H|{N&pAEyCM+>MZ6okLIpI+v)P<%gDhD
zge^7=CD1J1+nS*R=)QnZ@p~wW?{v%jp>%HAr-k|?@<>+3jhs6{d4jlvr<w!NvT22u
zZ#-;WQx!Mayth}Lvo;cZSXB@!xnS&+#iE~>oOq7CYaxx#&6<Qp^Q|^2`QSif{jfx~
zoI^mz@MKf^4vnzWAqo*|a*~?OFieNh{JQT~0B2veX$&N~b$Jg|mg*HBzW+kRVBZ}_
zxw!oVTXL!O^3oX52!6tB35WhbL7)xxm+CD)0(}vIa-JWPr%hw~Z1cj@5Q?lUEfp_%
z8CpS+25G16G(ess;lBEhc^Yuk4n><kdj&F}9y{l~mf__xao<a=C?qXMT~}Cl+!x5M
z>~<WD%&OI8krO>b$`}>Nf`Rd=R2J`rmrSg4ynH%XbhM8sK}lHDYgVBHi}Bl+Q~Odl
zOg~+iXXnj!q-eEIyIE15Kf1F*Tk4M~TB*5|YwsT9%eSKPAgk?JeDCe8;}YJwu0xxN
zxQd{JEA2-{{(r2R#_vYk6p$~703H;3+t%*eecOG(F84g9YG2fCj*b?p$IpKSi(Z<#
z_J7^#I6V{_;kL4~vr%Qu$5(|#L^A5|QQ255HB?~#VWzWwJ(4!|n)5&~(}ls)Nc{<_
zJA(_UHg=72X%}M~EG4hn$AW$`s(bHTt#-o^V@mWxtb?~=`PGZ`WP@i=z+sFglzZ$I
zyy*YH(@~(0Q;1nTiMQQEGF2kA{P!ri-_nj(i{NRKff!CIi@C$4)Yc2?j#sxb&h>E=
z_)Yug6T>`<SPC|bN7AdDa{KNJik2Fx>{!{d>A!v<t=r1`ZD6uyRodk<SI#z5dCIjv
zHdTCRu^N#sIP(!eN};d#&UEyXY!ahA1D!pZTvl$hw^7PDLYjKr?|>JvCOmr<jPxM<
z1ECRf<*=x*5QTaO4EW7m1n}O>ju_*>j&k!RlR1&2o8{KCt-_LhAuO8t`YPor=M&;-
zj@~q_ndB0wh~v)3)Oit?7k@Mh(AUtR6ECO-xlNbf8zsuaJUm)uBV2Tt!+(7!@BzGb
z6hbxRTLD8ioN}5*n&}hf>qNp2Wp~b=6s9WQ$*{8HR@}UxW*86@_=qBqWU*lv$LxJ#
z_ph$L7}*D0#ciymWe49zh1<j`t#0ZVt>Sy)Gt=WHj_tRpZ^Y2Y*^bWM2FfpRe3=nw
zIU-~dDoMDe==CA@s(orW6s|sbVH(6VgtOHv;Sk+U>S91tt@dF$1ZDEBSY}#OlUSX?
zI+(aDn}Vc2JbWa)NiVb&I+ksBMDQt#?z8y(WsqXFovsJxsn++hYf|&<R@YIvezWp^
z1sr57+pguxyrR@#X+#T=&F`3ndYv1y=={}%QC`GnJAUHeth3T+H_;eWOG+yYadRV#
zah#qRs_y{P-Bzri1T7a%A^F*7nVHPTzhM`+tr8BMW-y9K+?VR6oVpzSro^hAzx!4?
z!}&&nI+$^gr%{geWPa+SX4KAJ_`{CZJZEaqWw`uhL9D8O?7aq5c~fAlh5E?nWTq-x
zOmu>@hCXkc5oUYzNJ3qw^J5ex2^s#CO#Q;Q5!Cr=D+*P&Mp~#cC3M^4cFB5|+PzD6
zGCf0ZH_F!h?={N#C`HmezM=<$2-xKn-aGa?G+W}o@BjEw-q4U?yaaSWeee&6z7Gw=
z+&kZwJXJGwp!lvFiW-z&BVys{^)Lu8w^15g`9(HxO_VRnRonFP=xU0n4<60@2l1pD
zIt_+{)N0DovPcYF-*iNh^sNq;KR}uVO7QFAc%xzego8p^Z&QnL=R7{|XTg+-c;Apt
zGANMDiuX6a7T1Z!V%I7+9_2ZU3_TU;vKd(w;R>}L`i0IE|K_BSnmzvJE)OJC2)qJh
zHJ61v4FxZRcCSzpd!In#dl`U<#HaTS4WmFfgUI<n<3qyi`;`@ax;KJsO7cq*pm)1K
zYhRj^NA^&gTx;6YldbGEjoCm{cK0shyxWL>!ed!mg1VB>Y3oGJvY>X!Uq4N_Buk=G
zemJX~X|-doYUb2&0qQRl98M&B=9*n9Hnry}QTF?T&Np?=H(h`9Moj)GV&2TZHqu9P
z{Lo1)CgiN~`Dvf|7x&i~rE*zqR0m%7+X$b~e`^lw{VF87awXXT&7%H)X-*~Ooc5sv
z$JH}1Kz>>}l@xnPhS|CK7bk-MhV5xK@b4+00otCjDwO-~uPak2sJFj4%WW$t`Qo0A
zC}~(>cDEn8%jkPCBYAk7M791+a?<{DBCY$lN1cOCU*|q_-|p*A6;%o)n*Z?fArl|R
z;}_-pqN*fhnkk+!Nwzs$*k(?n22(NVnBW*4L$d<4L#63F1}RR!oGk**OS_D*STo^g
zKfz-`_b>=jP%e@gt?@jT8aSe%Ox2$lM&Gxs7_^jo=ZtEF(vi1=<v{s>jN~H*{NBUs
zCIwxgqH>O32Xnaj_>@2w3q1m5gU)3j!C7`$?s}t-wwwc_5g_&Ocl!9r9n>}XVU7<y
z#aGxi4Jh}#1KN?hI+u$XYlhHGdCYWr!yLxO6uyy)Uyj}q@j8|3yB{dXR#{7^@#@jA
zX&A>M&AQK!fGAsV#gw_SJ$oj+yM|W7<XDnF8K;tFouAl;tJ^AqJ_{LO?Jh0iF!w}f
zmRpY(^tm15E?Jm_A1qusL9Zm!`imJ1q8;dx9>qfMs~yi|C81u&!>!$#(@@oe6GrPO
zLlrk6D=XftJ$wo7L=hULR`a><Evk2?;10~WUXk*BD=RFw>FkZOdB0l!8pLGg8Bbs5
zkmKFBwWgJA=Cy`VNfzwov7>#~`bNt+e3NhyE0%hlgQV<%=+*e}`^>gxoP0;U(o*M-
z$w~vic9Wtetl#P@3QY_AF}?Kt>x_`yzQ~3S0_(kyRx%l;cU-uc9LRyONVQBXcp^?%
zk11q)_Qa7Tg7EQ6U7o4=ey6#<>tVWbj(~?jR8<H&9ry~29v&WF$4eOzmEZ5*k3h$&
z(t*}7ZX?=nh&VhiYci^K#makQAaUfW*tZm)DS9%DPdtlv%!yiJtQbzE@o$TS@Q&N;
zi@K_~%$pcJr4d@6R+}IE!6}Xz6${DLRTY63y8D2cpHI>&j2vKaE|V%#d}bFcSgg1=
zDxO2v+Bd_-M5riQS#p~o(W$4cNBUb~Q3H#5Lp#IBG$+t!-Ox=xdm|R+#q-l%)lWN=
zvieM>5;dY`bS8;+k_vPP?%-E5IyVYE-24S9JhR>;KGyeJ$k>lxyK4!Fi6H{bg7L)j
zlP-5ooy4cboy{%poZce-nWFNzgec^Tm5NCA7au*Iu2YmCB+_3Er*{;9ZvI@+Ir&NH
zNOF@1m;Cu3Z03OlPi$CO9j}@!JS2qkk9IH35L*PlHM;wbvXR(IvO!(Z=!+u9KJ#Mw
z_||mAQ4=8)MM%@|$6YpbZGi!22+VN_7gbNqli&U%ZM2dl_WIs;{%*KW)x*mcmRS$~
zA(jfxQQaQaoKidNWa!1}Jf%rIi|`rErApG7C0-Pa^s5xbb!eXn>g8`Bh0!_f5CfjV
z%0ukQ$gqlL{{)qr#1dVHC6+^tc0R=n6vf?Vt*MmX#cx{C;mrjltr-|hJmvh3Se!hs
zcWqxgk7kZpUl5`uxng+Lr^-t?&2)b!4Jz%~vkx{RN@Fo8jU<tnEGo*z5?<?kPv)@}
z_W3EF=XK>nq}c6C!(>P$6n{pam)lyt@DE{3xWOt}f=#7)Sr5ama)S<Etql~)UR$5(
z@*H$9Dvb#&WdiI8#mvdK7Y~-F$eTHsL+t$VQSNydn^Ln_tMQ^ZO34BhjnCg6o@l>$
zC|3%T8xXk!VowHHJ5nHkGytRu?I6sKfu!|gvsFl|##-XkhY~y4lF=-$wumsC(i9gn
zQeB@KehSL+XV|)EepU3uZllQb?u8~9E6f>;2geJp^ZDZ%(`?%Bd)LjC?bcMBw&XTd
zu*aGgo~gxF(-z~0)kq8pR$a0hn^_l0IDS6%s~FBO)?RP+;{o|+<D0Iou%{dPIU<+n
z7uGHI)DbGmFt99XDoOaKeI=erm3qqD2z&8%vNHPOtD7{V$oI){riK-q0+45So*_pE
zfyUyA6`9u4rL9LC6M;OGGY0xYZ}jQWja1=!Vps6VH@rNBM*8Sm#7U@F-?2m*J5yi0
zMwa5*O=28HgRjW&c4mkm!u+x-pJ~6DlJ1Yns$|>KT)4zxhe7OY$#G&=052W2|D_rK
z{Hwh9_bB#w$x3|B{LJ7g>3e|v^Vl>$C1mF)F>I&q8BN3B<hlR$cq>i^zY!XV`Y((f
zif7h5=lgm=C{0|ci><V&<aHhUi|Q4|UmCiV&`Ncj#u9z|_Kh`u0A4|^I^&KOery7C
zl7$Tm1T9<>XlsDWcPH!&*?is|DeU|9o04skW-%bBLhyA^LZw{zAf{JM+^@`jd5EX6
z$56^QuT$mB5$VLWbXwdJf}-m6a<;49Q}_G4yYGu`s>Du8+!$L8`%e)`<t=h6XDJ_A
zCQxUz=oih$SW_I{f5@y~-@x|#Tuhj!@dx5DdHcL751d>+hNA7Ly?A|2jy0xeYYWxS
zOe2*NjoNpj!tl80#V5m%t}rqe1VjKx5JdQ+4cpC(0L$%$K{^V-U;){(oUfFVU03X4
zy6$LZ1i(GF4o@z@bIeumIfczgzcPG#(Ic!EE0({Kg9?&dbEG_2O?2Ent7yls8orTx
zD8hf#C?7PnyA$5B=&FzNHJDDecCF%Fa%7z3N^(wh4(ZIrDeLoS1BSl!ErK;7i@!f`
zlf8$y7m^G1tJPoW>)(k2jDAJEsebaW5R;KYE(*&hc0yI9D^sGIzv5+<>-)smJtuH@
z<OAOgpfw8ms-u(oaVQ3C7<uxE?Ldy(4tjK<M@KHG*8i9wf*~6+JJ<wphh`wCB<pZN
zms;O9({;@{x>$@*Uy^?sckj>lJfXYaq6(L{E|z_y7`CLxAWAqmiwfG!Ckgt|X*)|#
zi3M`>hgsJ(yNpb9uv_V&IfsMEgNz8v;XCzK`9qXc{EN<*yP8{mhB6jJcRZ^fX*kS!
zFR&NSYplKg!ZgGCm>1dwf?M>CiP^RcwmBku7vcpBwptSn?VzHi(gYPPRoh#47!7HT
zeU=}7+}q5za?jrRZ>u`&`;us!k3a5yun}lW5nTkL;YG$5zI;$A>1+`)&RYFJo)J$3
zoC#bVuw+K@dm=ok>B!Pu^5ULYwqNt0V+&bon@!V<=S`F8?~%;AE3EA|{#uDm?>0R(
zr@r0S_Jj*rS<es2-~IH#s#a!dDxR>}4Orl({-``rr3rZF!c(2KGx|Z}ua`OcXS0f4
zQwBP`itYAOJmF_LIHg;|{+|cwm1A)EikbRWFB+0o0gu-0G!uVoa`5BPQtZf;k*X>K
zb6hmDVxKcdBWe+6><XuzD$OYFV-z9)EqTzwj2LWyK&Gvu69NiV#1aBh9<tt<qHF=_
zt`Fu=5J;8?X2vGepy-F<mS-u%+O7)g9x&vRhz)dTN(K)${_?zdgUow9-pwF_-?U3<
z1oPS7zD%^_xRGsByz1WA8k%>IN$CRIXHM7)K_{L5P*m|ifu=T<V$<3i%mdG>w294`
zzDrh6-OV|`?{KUy!DPo?zsBr?yh7n_Y&eaXaYvEtXjcNw8>PRJD>i8Na~pHh65n4}
z=cFv&q#{*1t|L`1KG^hS?T?OL${?LcmFVm^UleQz8!~cNAVG)BVkL~uq!lXp01)`f
zwG~UJ%H+2Ev@b%Ji7r^qdQh2c`qRygP}#l4PD?T|p06vE6>Q<rzAQW5la+BSid^bL
z_%SpbN0$g#)&2CE4#q>G<r&zA#5C)ugP7*#>fSGcrYrh+M`-z{i=oxcygC?Gsh8T`
zOW$mAmy}B;2_&vDXPn1wCbR2PcKKuwdr!yFz6tZnBZx?eAG~e4iHWmytou@&NI8*8
z6b`k;^xp>;M_wELZQimoRJ%zc5QM<+A9SV&`gJtC?QMM)PcE5j_VTf=+*bWsrb0k~
z^gFL@{;ElW_zDHw?APmpX%w~$H}c5th&qgUqYW}-WwbFp5mzj)eUsD*#G~X}i+gx!
zsz(x~coFA9buBiJ(Bc<*>CPTW%6)dvVac(@sSk-y6E2PRy}tb*^S%*(re7-MEoT`@
zOt&Lja2kzS`u@3+aK7OO-9JBanoT5*@LEz3onFW-<pOf2(r>4(2xe4Iu-V<MUxKlf
zH50?rFUR>k#ZaRCe?cqc%3kd~vs7+BN1dziCi?))KRvu}<q)1dFhFyFh-vtWBivIb
z>*5Xk`0fxK7>-2$YQ4!EjRJ;4%*xn87*^4$;8QOAAS(35JvhR-D&Da0CI_;;fO&aF
zsboB~``AB@056pK+r~{pYUC7f>C%lbdl4fGcz_X)UrvePZ~J@VfdC20kqU<nFP>f4
zsr}=FwH)g@ay_mYe5qzQcun$ZRYqZwG(p530msyh2oC>(&W&Fa^A<f$3+TOcLrMFA
zywlp(^rAJ<J57V@IZU>8{_P}-Z|y~Z2z!k8YP<Hh8QkMc(EgJVGX5y=<bE80SkBwE
zTSpRge2|2RR@yVRv^;|m)&<tot6lfg9s>`LQfR38-408X0D(BT9KG%n5LnfA2E8q<
zyH;T+rB>sMG{2fi$ex)NI_CilbcnY|4P%k`?5omLQPojP>65lD!f%;fHJ|&nuP)cy
zbK)g-<ySDN?y|(M`mR<=<#f)49RE%Q{IAf44d>CbRZ&@VAI0|CKOy>@P<nIA*X~-^
z0QOGTll3F|+;R-H1ClsV4Kt3++8)lhcLaXGTh4XFRxCWzcocNp&#hk0JC0A))p;D#
zz<*{W{5}rKOl+*n6)))e1Y>u>j{oqTwXLI7YQR5{7`eya3sjlyQ0~o~A%&>}7UmP>
zMQ`7R53GR#RK?Ej&EC(KFaxQom~{zsR<8r--VZaE4-({ywZd7Jo}mvcx7vA8X=6mP
z`lnJT<p)g6RD}<eZ#^>9>*OU_Bsp*Ui22mHI%00RNvZyCxKqdHp{`D&K$$$1yl}A{
zMz4<JnsI?1w14Yn!k&kSN!hl7p;XLvsrT(|tv44}s@AiL!Osjwne6eYGov%r^kS%K
zuj4;*e*BK+qubePsn0{YTQ2jHHhK)zet@H3c<}MFk3u#0w>EY*KQ@i}4rP8gV>;Z~
zvE$1ZT)~`I_C54V7V{Fbz;VSu)Wj>54)=-M(JE<GF}tZ1GV}}a1`X>=r4Q;`#N@x`
zf}7bhT2Fd=&Ff&zFDw60rB|y}XD#C30F_7dC9S{UIDmwu%|Ja(M0FuS;~~~&&RCEX
z5SSNgO&Rx_QT`^QhepFEc(V5o_a+9%jkp}g6hEK4T=?EV?!V~TdQRiA0%^`<X|ja7
z*vEMb_x(MOM28yU!)S1N`!R_ju4}h;pW*ZS;3haQVRGd5qR&uB_(+8P0im0cFD*G6
z6?V<T*=E|giFxroW0jECoZQU5#t-lEM{Z7v3kCFllt=MDcghy8tp=N+TBT@XJw)Oz
zXS%BUaZayk$Q8?IE|^M%=)L}SRDZoJHnky)q4ws2jnX`&=4s5}cezwX?1oyf8g||h
zjy)6K>lvsPrYU!ria%jJKUWC68dI>>8MfAKkrTZ!OkFmuQqnt<_*MnXQAWG$j&Xz2
ztKR!wM@zGO9SiGg(hMcdmS<s>?a+^lQNAzuod1&GJ>Gi47T;YWd*cCDSgc@P4k3o&
zv8m-xOzM4uui~<b3YeO6qI)V79Fmj;gEE)OysRl&Z+Y#jq^+u%)$m#0J%_guFXuBv
zOPJcvQM5f`l>GNbsd_M>;rc*+MTf{++X2Os*(;d+wQr0iHm3Vk<!%C>?6J3E{Ppq;
zyw`0)J;{e>v+oa_oXha8g$?GpNz8k$J2rZLMx|$YSgHxOB=b1aXb106Pft$7`!UER
zKiP5#DNQ{;dXcl(QRFQ<Uv>a1V=_Ix{{k^bo`H$8l$58aT}haPp1v(z>g&f73WGNr
zjFc|rCs`LL`zGO}EY--PPxUs+(5FTtqEDYq*e@g=H>VJ2{XKawI~iLzH&Pq<;?UHC
zcPKORpkC+4c-FW$W}tQ5#<%Y{(je=apIFr~ea^n4VUSJgTv3MCM*Wct+AUJ=H6}xC
zVi)sNf8P{8f865tf7t4y4tS!@9?bd-*GijpcS(NOj+$p^d}K;;BTN2oHJb=6il!TA
zJFy;Zc+BP97a+%fCfl#vR+4VMQY!OU<dMax6tijHScd!;4sUebyIZ~G3vu=DsKn?<
z+u<d5ueO;bcMcI?*LGNbPwgFY$~A=7-j6xtVHlCz^wTDnv-pKQ-oeH<J9TYTOXrV8
zKYTC`jltUEKOaYAu%zda$*IS6fBZ6!X>~G}hK$^`yp1#z?_<S;YM#)wI^KIlxzIr1
zoF&w(GcJ-KEnc&gTr8<QGw&@hene3uQ|dgJ`FMOFW<Y*}>v-GNDq&joB&Ie%S=E0=
zpS-H(yiaYu*B$h0@hBq4u631M56=6V43b?ZG%&RZS)faf5=m?5^MLe!G9C(O0CU=>
zGbf(;pE^0P0ljvN)5cvh%ucFYuN+2EN2dW;hpF>msq^eefw7Iht0(X3;s5pWz@(%{
zG}H6ppc+2D0mY@ih#{N$1U>vax1>SzXGQY3^tXqq-zI+wkB;LjWc_L>J`+^_^P|Ri
z?ya=X<&~-)LmxR`6bR_>s1&y}zcrMYK0WxoChD1VHz)9A($~3qnrbqb+3|f!SVCyo
zd1d!PR_vH`zWrWSS~bbHfUa$WFF&4Z7GDaA5EGV8tGJKxkMMkuU^8@RL}sxt_@I0J
z5_<o9k-)}biC9k4S^pWsZz3f&VkgE6@%vi^St6Lzv}@9e8v@5Bs#Xb^okvc4E3+le
zs3rf|qmssb_PKV4&E)DAJ!>U3Vh7^I{%MEwTL(r3Ik9Tf#sj{3{wdhz?iprb*d3IW
zl?kA|x48Q&dE!l;=I9y+eh|1{FH9)@$Ng%t1oqh1!KuTAInw)M|6`%$y(p2IqxMO|
zZj<^^q1O`gXoCy+f33ieN48o2A5$$&s$=Xl9K3{J(%Ek?-2pjvll{o>{l-3mVTxPe
zx_0d@8Tw`Re3+lscAM0Hf8AM)=CdN|so{<`!JwjC0rQI-)Um<49SW0Er}^&uyE-sP
z5(Q7EOSmHrRbE3ZA=vy>K<0=zG||wjN1XLBHxNS_IFdzg=7+9fhVzM(<C$Z@F+unD
z*Fd14)9iKhpQ9C+ypD7|%RRRY>1!j6VCdYB&xx9B;7A|8YrFUVy~VWo5M7&KnAmp#
zY*}s3F5iNA%u$FG`nua^LRtZn7!cpA0Eqde2M_Ye+|*G7@s4s^fH6D*^OOv7rGNh%
zw(LCkyZ@jL{JV%^IvmXnJ|RIk*FA!I_noVy|IE_zLl?@o_NQQ$yrqrJ3Yc;`K^N<e
zwV&W$P6hJ^!U6Pje)ZoUEi5n9o`H5JGM>s{U;Cf4Jx9y9qekRC7~3P^HAf5p$V<p!
zQm~;Du{0u2#n8ci6vpXlnV7^O#$5k^-$$+w*GGxg2C{1J%Ki89yP~WZtKk5Brcg7a
z+-uterYnXvH^4ky@SDWKab~J4=RclrCHBrrWl$W1H{MWFLPi;acdZS?r}kyx|2~eJ
zI+nUOcp8j+A<(dNntQhdmZo#N2e)tERs{A=!qcZLrMds}lVn9W&S04Q_nUu~Tjm`A
zEry9*IR=sU@4(+Pe72apX3dKJ*`whZ#4_DtKu|7V*1$S1Fq;TSwLJj?RTv4K!(FZa
zESTJi+&Jm~{!ZhlE$TZQ@KgpXt!{Bed4~QUpFOLl-hV!pnCt&|>3h&AcpQXw2)NSP
znzJj8i3D{72E`aKg|I?1{nDc!IL8ND_J_1_?ywwzqR{b<;XhZ;Knc-D8H&d#6O+=%
zeIGxz!D6vND3}PF@1La-2IY1>`16wv%nD2G<T6;DN4nqyMj9dKE=k9LvEcuB){)us
zP%eW;LGZwug^9gUo}RWg<*;(o-#;fuA2b7kjhyQ7!7Eh<b8R<iFVSFEK7p6^pO4=N
z83JQy5K>ap|MdH<xPQ!o=p~`r%8chtP-#Twwxdk<*T;~~D$ZzD%hh;In4g}kk0`35
zCy)`(P!FSpM6vVTP1Jf=Hyi`tP!a2K7Zwvs%{4n1ZQfPqy7G_5@cBa`(wRn?!hP5M
z{@Lqz4|xa6kD;JM{Bm1vF;_^9g%Dly+x@eLGo4QVG)N9}e0`*3!JZ5w6mIpc=V@_w
zz>4-;3ZoMQvkoGwJ^}$lB%Gqppa2>q<nz;Vh6cD9QQq0uN=}Y^TVp~3*TSC;4p;Hs
z{U{W*Csz7xYLqt)0|?PSd)O(nWWbCCi6H!kI#$^Ky`>1L#-U7VS)(3lkfGm}SDB^5
zy?o}1>*$};?LdpUcOHPmxsLl-cG61|y%QQ^gnXfj)u2IydFYH>ID8yfM;51s?sY1%
z3}0k`OukOT8!pIvl6I7qS3d|D#|Z^OB|}5Q<g?(I)ecUT&%uZyH8U8hyQKBS0Qv05
zr`A}thN?iW#;RRRUzkeR#pm~2SK2)<R>Rz3^PitTBuluzF1ewU0ro8LaKe5@lL>5s
z4n8=-!muaC966|9(b;U^3Q;jDX}1y5f4MO1LXjW|Uu=ym>DWu)boPw?7Y&p|->>Sb
zGYxTWIowCV{%x)!A@^KRzN^%vlX$IyukaMYa~Gh@A|Cu+rV~b905vhrUU2N${l9ya
zhUlsMD`uf_Zlt!2aDV(Qzul0?iMYsMuygFc9`)be2Y-gY^C6){u9bTdPg|hS_8i`h
zb>iz#${S95SM?On&IE%ftSKB`q6L(>|AAk<nB!H5?BM?_QE<HHBwT#eaGa;Un_pL<
zHlo!=$RzGV!;>5BC|8Qb>MBbiznhg%y`28()Kz{um&-Bbt|9j-*p5{r^9WGT=s?;}
zh|O6vL9YZNhiXBNH;tI$du1Ya2heE0QD>m9x%>vqe2DAD8{#esb@tpvS!5C?7>SU;
z2YmAyo+7yQN{aof4;!>5DDW9C$8b}>EYH}eDlezV@;{(Q8Y@t!=iU3&FTN1->ekC?
zJ`-5n`K+lYZr=`skr7<3BsFF(JBC1fpzWOgiTLipxN><G01p)K2qd=~LtZ`zpjQYd
zCF;F7SbR_5BHDZKP73UZN)TN58#aaii5ftaQZ&J@Uyed-><GO?uheh}hDlnRlxcA@
z2(U$t+?98S2S?yQV#lSCE(<Y~UAnBOh=^*|+u+^9E6BK97{_-Wtgu%gI7J&dH_^Z*
z$z{?4b@y5S!#RCm;UK;{2v`5ObqVY$q1&+cFo>n@G%=^%%Zbn`fM=m$W~9}ynrdI}
z_T?iq=v-=CmgIrFK>YF$20P&(&{^=XyTEvQ^FQF<QB!*l4I8<}Kd@Pe08B3?;PjZ4
zi|Z^29ls)gIKYBlBJ~tlDfqC0!K{4cZpbV81uo<C0{yN-Hu(&AZP&wK<G0E3r-g9e
z3X+^1fK;vk@}>j+UI76&qR!45u~mb;jGLF2)PHr~*LAmFd<B>i%U4%G+k;p{fg+&Z
zv^rbw4z_+{WH`57jxQtwHm<_46lFX93VVgRqNKCm7jvJ&>T>LP$~swXPY2Mnp$0E!
z#N}Uiyk3l0Z*#o1=jE;L>gg>5cLF+`3X^Mqd}wX<KdJi&-%U;gSOb>J6km0S!<oM8
zS90E6nGH)VWZ-YK4c*)WYm~gWudZ_5cJa;^6J7q%t|!lfY^J8BKw9-UCf7mR*f{3$
ztt3V7Y=$emyofPOA@JV4d+hLs;jXT#thz24W0j~pJS(Kg4YLUHhR@DYUu9$Pe-JBh
znCq4!rr|JCc$tHPg6vc?6CDZszMRVG8pmk(%SA~~-p$?r5+Q!g0J4A?q?kuwtsjDU
z!mHH?@(+yjCj~CF1_#O?smhkxE6I%hw}5t7dE#vD(BasToA}4~uUyTIv`7d-ItB*7
z<_EssoJs%z3YoSB396v_g@V2$BZHU!c`Db(ie3A!O%TrMETM%hw2LC&EGdW_oegUH
z;wPKx%AjybaN|T+OhF@7fa{_H1N*<<{p;&4xc%9Kd<6zz$Ib=kZq7C$WCm*x8yA;K
z-7E}_wfKFsQwPh?WvhC^9Eb{qMMdvn;h|8-oa7rG>!Cp4Kp~Uqe{@i3B5Vop3o8Pe
z1BDoY%{=aO5KO%}hU(A{Z`A1@<iV0ZbDT^Hc|j>3s%-J~OiAdM$~YdS#9aFthyVIr
zF(b-vjG))`@zW<<Cs&sWXjSdZU5~Vq+k!$TN~=seO(rm4Qpm>KoDIZDLZHB2a)U(~
z4Hmz}NUltT3j*r1C%}t%a*-6IcZ>Tbckr4)NLN@~+#U}=lyWyP<*5DM{`;paj7z7d
zqi<dn&#_IM*cM)fnK_n>orqHQbotVNe~{NuF5fUJ-!WVf52p$B+Kl?V8e?^^mEU6h
z5wlX*&G{O;9#78-&wtnWYwmg&m#SpLXAUSd_r4TR0X~D}*p+qNd-vMccHeIwHnf?P
zvTliis||K^G4m%Tcb*FDIpn)F0u_KBr~o@NhqLmHd-eacc%gKy{yqjU?WA|i!`jSh
z=qgaz_=dN)rK5_Xy_Ag)5Art>(&oDEG{qdU_&Z;WXE@$z`eJ&yi*K^4k#74@>x^FI
z>P00E&l$a@v|AB9Of^l?6QxErwS-}D;WaZ)U%lb7UB!jDr1+oj>Y*s#cWudQq4(?c
z?Wruy$9QGSY>i<-g5gfl*y4~odG*_y{VzJ#JVq@rO<n1)@n7B7RLC#2wA-OsnshYU
zcPc?b6{M!~k9O5zB@iHI0v3v97uZb4zw<GWX*8Hb6O&frk<v#O7jDHQMi7cQ(FHFL
z%`G_9#bAg(mH18F$6~!~o<B~%K|FqFMZW$w;j_SLov71jBV8a>zA^G~v!eHU+W69>
z8XRXR7Su({VeeeO*V2X<uOWgizbSrO`Fue~J3g_2O#881O^}(Ft4AUwUzsTtxxALe
z%#yN>i&(?UIi={m@2JIiul;VA12$b6aG|UDqGD6F@|zY{<8^U6(1PY1h1`1IE0r$)
zO4X>|>h068M1MV96n3UYqlvMWuo8*OMwOOCe}2AfS*)3HO4QC$j@4-(V}2~RFofgN
z^+DLRz2arWzmG+4x>%{V4N<52e7AzN)YO2J^3zdF&0pewc3h5p4qq^Y$}+v2w)r<a
zHf@y%7ZR0}`3Kn2S;2cftskWA?;;;wxez;}$!BS5^glcr{yhFzW-d=gBuKTKaO;=~
zdhVTsTh{BfKBc)lzrHNMHd&`l$R>5z!D^7h{nu$kx+gu<Hh34TZmxb0><4abs5HvI
z%TVG;O=VBg>hY6F&A77N$TqFl=pL3<Eu`Uiut^*wtf6Yzzv85OwWq5l`vCYq3<AwZ
zY$gG}tUNY91bGQRt)F43AF#*Zo+-)`nAKgsfuq3bNgJ5ZIpnA!*tOOSDOSm(4~M1u
z!<Jq&w-T3Gm5{QC!(W&`Sy*&pqK~rNXCH2AL_sZ80SbpD0iLv_7~43@Ju7-fIs=kM
zf(@p3azXBPRdnRj0n7{^-IL8E(cKwd^O4Yi`zJ{nE2aa;3B$oDP@^613Nl=0%4Da-
zxzs-k^<RG)sIAL;WVJx))VnEP)Zq^8{hnFDA^HS*{!lMh>iY33`loX3j!r+Z&1%Gw
z?|B}<1gvn--ka{xjLS%BwtV@fa;(KRO)D00B%N6?^K#$O+`}XRpYQVk6mllL7enpi
zM$$1NwP7F1-|6Z5oU1LlrA;<41ZSIBpS29nXxs9hb4NWS{ewq42~w^`S$kS%=a6BW
z*Fb{}fX)u^10-=-8K~%?69$x?R-d7on(7_L)qgyGX;0Cf>!YOhPdh3_QD=*@o^n<B
zoRqHJSoXox8_oEs1($56--1zV<>f8U@Ub$NDdx}l)e#LBf;>+u86CRyS(R~7Fsh0s
z$w9!q-!(NxOe9W19CK2AV@qPWyX5Z4MVTd#jewVb_-Tqt3BC&@<T7xsex@ByK+;br
zj!DL*UB31{=<V+VX6r#(iKeG|(8nklJ7Eiugh3yIAvW5UQ)E9BrRh4=o{%NU(r?_q
zsEOto@+|*(n++Ge&B1&15&75Ys7cz9`L}fQ*m#4}q}ofbPM!_Dlb8~-2WKa@HJ;<;
z>e7)@ZiZ9QBt|-m2+H%$fyT6yo*d)dww}{5Vyos?L`VAEN=j&~2XcroB;qf^n<n&0
z7TF*XrgreA?Lh@WB)s|ZM}JI*tzi;$2d7iZedsh+r1Ucj7`onD>1kGF<kS6AG?VFy
zJRT-9QRB$50n<4$9ORayT`}dp625ol|6=Q{!>ZcCuJ27ZQqtXxw35;df`Wvg^rll%
zknTp1knXMxA`K$l&89&>N;(A5ckXk}^SyC>e|U*p;9fD;Tyx&{7{BpN{>9B4yvGYw
zl`{X<-|kSYP23w!O;9KyUFDGVQ^{i}{!%dnLkAq6%+tp?wMIE>_9Ne9p??lfY)Hs;
zkoFV3d-BjiirWvsv9;-w&fH!fk8ewy?3Lsgwkre&Fq5OoWHZY%znklQvn)IXjumJ5
zCzI~YUQbmj8ESTDvgLy2xy0-Q`p0w{EIT#>U0>R7WV1&gph^w|FQvv?86aB%in|e9
zAsq*z^27W494(<NLHvo`c6uePcqR|4UYrY5DOYhMDVu63dB#JiJK^Fttf_G+euN<Q
zLFs!%QG2k;aZry9^d**{9U-4YX?S_`V04i<+(Kvg?fH4@=)$VHGjgxcUFDZ3QUW+=
zNr5-510Z`4RZQ0MYyJT3156%HMKAQk^pYf(`J4YTxbi;%qio2LtwgrZQIZuOMBj*D
zgj91XzxHsNDQ|6BLJOgW0h3!g4vyUhQh-6lRVa<Lk@1Co(`!&QwwHE?pUHE$Ax&sO
zedOL15cIlfRU~&NZ>UyMZzaS%m3%tj|3P%`%c^(4oCjj~gG&&T@j0}tEU&RD%fA=p
zSX@|Y3*^<LHNsclF`#7Q;Z^<J3l(Uu`$OX=Zl*oRfQW1do~~~_NmCK0>sKcPjOM(Q
z{reI@#5GoH_SFIn!*4l*!->HSL#zeTFQF$t*xWM`LBgq-wFWL@e_Wr;78Y`rA&Z&;
zfj$mfys0mw>t2r6JKGkD@&y=I8?q}sFd5k$Ce3LaKxj638U+XL2_~BW86?qSPRJo{
z_2*c5*LH7RL)|+K<u%vZDfjL?2lkkI58%e1{?l{bacc#Wt&7}=pKH>)Bjl4f{%{ck
z)T@HCL}GYOe~a6lG}xI&b%90Gs^j@*o649I+suNzhlQhe8C`27ZfZX@NXNYjMn`EO
z$*)MG25>D4NSVN1>%Tl0GO>F8Omb+J+jV03BMoex8|I+zut$2Ns8fl$0365GDcNti
zP<<^StSAK{4FnEsnocG<8ZvbhUavM3)X3h=40EG>NNI!&C|gz81YQs~>&Ek^_m45l
zlTpLNf|R^ACqp99n~QiVK>_#4eo=oz?(_~Why<oV(y_pea)jz1XL?HfSmUU20wdsy
z2#(b_Y3!@vHY%ak2{WAPGzsN}yY$_a1d*`oZ|MQWd8m!#Og<LoP0+%-Bz`w9{3yLp
zU$-%nMmiAx1QqMX9Uw6xkngdUXMWoOt+lgS(BvGqH|4*}zQ~$gP`ULiC1V$*eM}g2
z%0&50Z;n52#bOQ;q13A<*$0+dQ*l`;mPV7ZL$!g#qY5@w(n_{QCG8g@Lu`@-ld1+e
zt<yF&Z@S=NeU<mZUaK5sPC&thh-x)c6Ms1RYM7BqNIXH^AxiPOi6lSFv+WB5bqwx@
z+#O^uHvA*Q289Ao>({-<0QLt|Gt^9cVY_cqzAk-H=&??)-))mw-*&loc{_g_=mV@2
zCq5F*8G`DO29gGARGlaUq>r^<1U%}HBQ%n^cdGPySYMkw0>^n2-za}u6_%`|pqc8R
zOKf%70c&Ep6ioL}sPt6br;{P4E(m%GUIrlETBdqI-@^@e8YTps{u|b!z9w*SVaFLE
zhS3{bNb{;L>}XY91nL0`W`0hUEm6ZP-<O%<J>&q~v-oxO=V$>XFa0B}rEikB;^GW;
zMb15h@NMCBDj;{WDL>#GD(B@fC*h&Y7=ew)%ybmT!}s;?pA%J>rpk9xlfYZg^TE95
zAf=LgLRVdG$j}{f&~NB7TA^;lbuWAD?x<_{dTJkm{R8>oMaQc)J^I{jc$fEE7NcJ<
zYZmDVPAMET6B5nSEPMzc&bw_qGk66NZ-!fKW^d6QXeU1rd99}WST=pBPqvb4(CwK0
zlBmAX(h;u?S($XE<L;;UE00A>f#?^{2o`_s^J``lx_XIKrhhJQfz;bSSzZ@r@lA9B
zf%7!ck+9%7I%8i5N&LpJ4AlMoygwJ?(;s)J@d?&*uT56G2)>cUi#I;w*4z3_ku%F)
z`gpIh%P1V$D<XJqoBCxv!Hm#WDbuQ{m{MYl3`YHx*_Y2R>#XJT*JRI&-sIz-mgrnf
zx7Dz<k9u<<_ZmUP8-i}C6HEf01N-kiM4^474Dn}A`&d;|n?^<%^dMM4hF~KuI4%(k
zM3h@V%Kq4S9RlQdVF=U`s2!#~cFB+N;bfm6RdHCaS~iXY_lM$&if|Oa>T41!F`i+F
z$5g)4PWzybV)}qY%M^U#@#NId(y4~U4>U=c89J=(w@&>tQotX}WJY4s2|B9WjMA(R
ztXlON{+xmIUQ=0XdQ4F7Vg~`~cy9QFp{%8VtY8jA4RKGn(q{9V7qd%yMG9<;<%L8g
zYFGK}0O6wlSI>_<jfQJvUYbN(5!b?2JDYAp(VF@1hARZ{(PDlVWmaHir_>gmqUHwY
zEyeh7C3o*Y9ZtQ!q}*f^V0=jXMTrX3UZ%CAV?VF@;2?-jg(}IiIj;fYCr!{gj%bEn
zX@Wk*R3s4b?AL3FW#6x>RcGNIcd==(-qzcoB#_d7Xq-;U68vz9Z?QcSUAu$=nzX!=
zP`%9WBbcaxU=frVX2rmxADG+Dgg%#;W5C_Ishh|#gaB|Fk<~Ikww*vt0Y4?aQ`z-A
z9FUk;!cRbyR@{dgo)ZBfQOZhpU8{2>u9<|ei1X0N=_Tl~F2W?=g2$*PaRHeTLweWm
zEl_U*>FS9#S-Z6s9yY+K-Hp?STi9OSf1lvk-<eoYoD@0S6{aA6=WWyv*CuU3Ym~m<
z)A9lv=6_gVWSut(Kh8nv!fdT$K&7RQK@OZTLPX&r>ZE?bU7x%`aRVE)=)OTxR<XAg
zgTzKlRrqUu$GwEGlP3magjt1mu+bdphc<cTR0$gTouCEGocKTp;?iN)D3I4Q(sK7z
z#FL*#Z*er7KWNis(Cnnv42sB#<7f39`E6^q7&v4qgcO6)aS;$)J7}F%ZZWoIP~pw}
z?&ZQPyc@_11Jrn#*jP&uzRAOO7=f%6G!CCzLzqMJlZ)xc6pgR8V}|f$qzF1TLoCVO
zX(#0gk?{IB&QSt>iiL~gp@=ncVQa&0O}QT52MAyJ|Jo+Z!9Yd=K(1BCQ<qp=nP9!X
zXwPdVd|RD->(#87SubrQ2uGv_kDW3!qv_g{uCaZZ!TU976&%AW0OPE_Xo)pKJzGe;
z(`DWROAWW`OI<SKo*hRg*w?DQ>V&O{@jsb@iTy{KdRS}~H&ADs<4*SkcQnZ%Jo5VY
ze;bQ^LMU)j0_AfQLENG3qs#3EQZMlgs?oY&Vd+S0<a|ov3QcY9Hi!x3e9n&<0*|bc
zRe$XU@q%=cf%+;}0c)Od)>j^>#Hk7B`o!)Q>CF)txCzZp%A)hoY49Aw5lIsO%ZH#!
zo96rlDtkFV>O3N)n;&?lF+D_&R*d!|GTYljKmtXYQZcV`CF4gs6vb_>+^<=xqS1W`
zHE}R`E_K?mg&Oe(+^Der;79RV=8OMXej;Sy(*-^o#o08}na(jTi2-UR?}fJh0G;v4
zQxlQ0$EM1rP$BV>P=Fygf91B1>E4sT&ATzcDPbxDo?XSG`nompuQd_yhmlbA5mKwI
zdzICQuA<$EebIU?rRPfFt>_+DMI8e0FBErC+)JDdO$?HJ!xRW5Jy4q#UuD-jERKZG
zaAnG+v+`ErNyVQWBR#6u$~bAy>IIuXM41QFgb;l<ptVcodmVRwcfF<c{+4+4{a-(d
zw=qT*n8H?pHr_;%2mG1TM}5)ttz2eDbCv2zu&uJE1XE{hlsN{yMLDynaP2H9mZUm+
z_$edA;<H`%r|*_+Y+LQI(Z(t=QXl)vQf_MxKiyi~FbZ*ME@Tb78Zfv9Q2p6!Ww<3%
z->*TAR>sxP#SyAWL>93OVNleSiSl^?Sy$4L<%q|`bqW-&cWU*MzLD-oUd}3&*f4^I
zFJLWhKU6R5nXJSX9E+HY$t1v5AooEN{>(Loq1Q)!u(iJfNc;$3SbWfVf8+!Lz62#s
zdx`%kOM+J528Q%aV2oHFj{xf_Py~SChlLg|gkHR@a#4wwDyj54&s74#x|SB({Sp>S
zF5ed#_>v%RaVnC#3$_B^V)ET=ithGN021|rH}c;JDY)L}E8mjAgTA&l8(x;ryjCKT
zH&A+@=UH>>-{lsP%YzOY25Am5Q4I5~4O)+1mYAUM=T@}6fLiGr3}jtc6kkf}RV!>Q
zn{jL1wf}Ldh~OQ$-OVeSXUuCSYiHvgO&!PNKnXm&mfuH_NEer1(o!_@$R-e%=wY_W
zHhqHL=;+9kl9osx(0MEtwVLJE>lJ?e-2=}^DQl|BNI{kQA3`UhTV_czyI$K$1!|Ps
z>dhG-UQgdzRP922$r2R_SVTY=Fr5WHqsd0JkT(hU63X~DtRPXbCk{GwjD<E5kA$dB
z=w%mJwzWu9{xaIJDI1}B4Xt^t%l97ZgHt_FCo1+jYcy1ms==CV`yysT837GLAut#)
zf7lQy(lin`W-&h>7pCMc1zbW~!1^SYT_|KE^?)FwBA-w!Xs%eofeG&4hK*vFrOe==
z_s%DzbZ}-p%NqJ6=aRNn?|I}NR*+=P%#3lwqb=v;-4alA2K9PORAfY_4iEqUQ5|$*
zoe_o8k05^Ql?142mX?-2UF+~Wol@i50F4tClRHoaM^qNO0MqaUbRX6cf=jsvk`~+A
z)N<014X-vvLvrW?fPZHz&Y$M1zglLSSBw<W75(PJ4rLS;%yS{;zQK*LKUs`t-GgaD
zbOXbEV3#6r&Q?Fwd1A|M;X|IGG0+R+hOC-0KWVC0PP*+roW0|BlgGEJfon;~)+WC*
z308`*u%VYHyM*>0M0@zqOTy4HQ|u-qZ{fmNb@?j-f5K+)>*GX6ZwV_jyy1PScZ(_`
zn%H&3kXlzyG=5yX8YXg{>xN15k0s-gkFyho+{7v(jlr%TV63|VznT%Xkx41;4KS?%
z$b9BAZ$xhtRK*d+RYX$+ysGgLklw?!PCAh47T^2_)cX<s7XRN{bXx#e)^y3OY5s!F
zPBt!UB?aB)Z1d7NFNKTo-6<|f_K)ufx6Kt5*RORbF^facyp(lOA~It^`*gNJYIxq_
zcNt%4Ay0q3EKj<!e0Vdr0F*A^)?;tF%(9oThw1Ybf#KoEZEQM$jfkQb+1myJ-uiXI
zjw}*Vh0vF5W^Yezy*}CF7>b{)Dlu1mJVgzfEe21G`chxH3Z5PJ#6IkP!loRLo8zBL
zz;*3LkVxB_U)CGp4W-yNaF~XIM}Dc*ldl@&#72yR__6qQ-|PRo#{z+z?~eBmrEme5
zyc4j+(r?}dqF|T-9RTF%?^T|JnSOZOx3Qm5p#!|ZFRCL>EI++bMhRt`2`8L<=bYa!
zB+*|Ds)`#R=9cKFR~db{9>#2y9G>zg@h4MwV_LhdG;kdyHtX}!FPuX~ocjh}zgRMT
zr^sYA&ScIug1zCYv=+Ba=}fDC89SF)Iw0<<I{ij;EA%0>tahYYP<F}rJo_o==l0t_
zr!_Tf3Pw4SOg{7yMwWRby6O|-Mg~q9NXyjx#uiw?R-Pc^Wj;;9OVpYbWFWY32A<c5
z@!{d&$->AqYJCu3037M-px4#$LZ*fcC<X)(eX3SnJQu+A26gQ4dp9Dz5RZ)A4Nycx
zG_?mst>!Vr(Zo{*Kt&%^l*0U~d4jNLwSHWGHclbs)C#tgul(Ci_VLxCa2ufM9kfm&
zqB3<7;y<$)#{=37f<3nidq&4CPl}dtySl(j2^!sq9$t)5Egqu%4eTI<N5bY_@d*x8
zWg`GTwjRI5_;mt$oN!?xKk?Z{MaEx#Clb6F)$hUyb@XxCcb+{Mt@!ZJI%1B_=0{H5
zNfWhI4!`XFR=&6?JPcHJ{Y>x8LAwx=c&~W(3B%A2$(52y+)oKz0RB-|WN=d6o%+1%
zZtP+nkJB*vr6@J--Je-J4DAb<8_*Q5m-Kpnt!>8nc#4n~QZ0g)A%9iWnDY>NY|ya9
zf`#2ib^IE?Rl@8i<LG_gn=z{+xeV(I2Qy2P#KmHPx+?9~?Np;@`uY(FA&k`Pdt^Yj
z4eh7(RbM!0sIMmiJcFm<_%uCI#}j$MGu#*ewTeLL6{c9DbA|NmHM~`qQ@yuVR6_20
zx2uA~TCr%6zHKD5RD??KbEtBy$PnuiSnyQjzNdwyaOu4N)X(|6)mpK_VyUl|8!G-@
zP>Gm{``RbtsXC6WxT!MhDXj<5YrACT!PJD%m8?fRAvk+!IYmg;Sk<>}L4^x1E6uO<
z`6wsngeLlyhgP=9%iK6OXKka%n;L@5r$v^LX6R<UpI&u|NcHCpHH?Tf3WQlu6Ho8U
zpJ#7J)?q>TYVNQ>?F4804>OwEobTp&Q(~6)Hw{p_L!=M^+8ko(ln40?Y$3AXr2ior
zH*x(y1*CGoBKP^HaR}O@k3FR42sgP7@HeXuTHXxyU%CM6yH-$yJM(&0fCaVI9!3H`
zGp1dgKr5MzD?y{%RBh(N08-7M-N!GEtE(MIvV_QY-wI9AKXEw0>}71Csuyt4H*l7}
zgPndZB;Zxlr*zJsDVV&%Ylg<Vxws74X9fXvMOj^0hnNdG0#X#fE27I?JKfP%D?$W0
zxftR*J;Zpe$ZRD_Y~>~DT)DmgCw#1iiIe|_#_ny&qKeH`Zs9+df|huC)vbkZ$~U#?
zG}~stSlt(W_01S_yc>@`f5p31>u3xx^Ja;??fJRVdJ6Ov6o>|QQgSjPIttMthQeWG
z&kPVU23c9zUhRDl8I+L9%BSNDc*5YZMU08jRIJjqSe{iq^alZV=k*hyCS<!$Y$EEA
zcq6Ena5TitsZ2@ccE8r9IK=$X+3%L=NK{eg8_qhJT&n_gc*nonz;8n<5A|#J?5uh{
z#i8Rq<;7#ESI;VH4CK!NpWkemfye`I+;WK}64S4bfLDl0&G1k%iKc*`uBL-K={`w&
z;Q_=85lq?%w8`A+<Vg=3zbS^LhJD7JQ<RPOm?<6iwQG8I?zpbsUFTf@$3SXxfB7C}
zW8!3Yd2Oup<wyqUl)sng5O!u!jbi2IhH$r0@W~G`Nv?qkbx2TK!;lAj*oahTvlM_Z
zaRHRL^T_qz?k5D%WGYaMMTP)wIO1y%G}vhD&z*->GK-1q<u}a$V1;T~xL(UJOWH4!
z5k*{rHnOkl&XpI=>qD?J)S5-U{FtV*IkJkG6?VFp*_3y`dBH=PDvxaw@aZbDRD5BK
zk`gxf*WQ?ZWcs<Z%cLt^eeE=#GO;U|0tQs<x^d}bIQz+$(?9<K*X7pSU++*dgNBKN
zu7-ANvYb_dPD(f0#!1O>4(yGiLRpHmBU@SJpgTOljfo(^UI+vQf&_!Y-a~=Sh)JOe
z#U+l6K(S|kKcNWl*+?5)<$8pu;=vc@=$->eLlXP<22|>dxk=TZT2&HB(}5yRb`fJW
zby1ekha5q01P&gN*!yq8jrTwbtW{+#H9(XcBK$^p{#7s#evtl~8K*ITbAd>rEz!(+
z_TmL<?kbYZId2tciGuD~El{@!Ijw$5<CaP#51yu+B-NU-=-MiFVEGe+nV-Scdc8i0
zyZ6=m$I*yu!%|3*$&`>2^T(65*!@tp)%&0pF0d6YtJOCalEEcGS~{qs!-;$0dCwo6
z@+to|GS)*LBZ7uU|A-8Rg`hgJ?|hQC$wQLwLyC`O;fN)(sVm&xD$0xfJ2y&Pretq5
z&ZvgNx`mmE7)NIRW97_n+R|^JQc@2lrCz%E=}9d{W2%HZvs*9Ruw*u?>yA5VuPn@f
zS4!8<C@WR*ARX(mP*p*lu~%N>S`49NkJ;m>k(#;~aM3_9A_xuVWIgynK6t(WStz*Q
zZ7}8Q)+r{AE$G>Q1K|OPMs{v~KJxwT<yX*Em%~T5w6r|&;ro>fQU`>%f8BxDn|MT9
zAK^d*o#rFSPbjtMEg}JK;L@O(TGD9kvE>370`;(yGG(qrzp2M@UJk1K6ltQ6EJfAx
zh@LLbU6kTh9U?^ro2T;w=KR0~(*l9%k?9zY2;KAJsMKx~R(iWWHH@Ur0VW8ImC)J(
z3rZN46m+7p4q34wNZbfZe#GZx9~0FSK!R`0!dC!N<0Lm*D3*PgJ?o0s!UoHtSCg0{
zm}O)Fl?<{xI4tbt@ZlmuSBLIjlH?$0zDZT$3n~E<dfUl@ubv2>RoI2q_Oy;g9V!v6
zhERNfoDOXQJd{kw8|+DQ(I4#wmN>N>>Cb@u-^H}nR=Ra|HxQ{>&R{?gI<bB2678EI
z(DzTs5A)zE40NRKVhoFiH-grrQXI1ZZ4!*W4CX2ivjiBsTmzlt1P0;w*of4M<QK1}
z>I6oA4m5KK=VQH5WXO2<Yh_GUb?J#UOp}!sFA8%`0=X9Y-D|SoxuE!%_IcAAd4&He
zpOMl3;jv%@DkG`)%gS$QuphJ_`5Z*{J^S5V#3W*l9tY^7+O^yQdy-H6$pjiv1=OkJ
zhaM4ILE(?Gzi;bpfT6syWIAT-w{hv!LzGBWw<%mPx+ifzq5tP}|F|}{@B`FLjwsb2
z;|J&l%KAmTyh+_)seH|)Z?kD(y9evo>oeEZnkfE|3`D31I0A6i*6)+N1+<5a^Irg^
zp9shTv%YqD0v5JKF~r#`noa-q=1EU~0V(w^>CA|j^bze-3sQ^*XId~ON-ufDb>-~o
z%)eMgW=fX6R<{umEp#^lD<DO6e2}zDn2`tgJwg3jktY|^^NBMew*p>2i%u6erU{#p
zGw!oZ%m<d@<&T~8$S7|GRIY{YVh?Z6<1BT4nLsje!WAw;5xv5K8m-NvXp;??Cxe*c
zs1Ulq4&kJL{Elp*r-g#Jtgq60>UlbVF0Qxu%7HyDNSPCxLJ@G~+u-8%7jFeoGE3bz
zM-$}Jn)0h!4xSM`8ZpjC=n8~wr9qO&DcA#Sf<jm5N<JkEV}_t0D82WRYk1VPe%)C-
zYJgeZ9(eb7*9t}7np>u>5JI>YUZ_g?V{hubs>*1=F(oG6%Q`z$M0jPU^T|VH451|V
z)gP}-DB*=rp%Ke%DGRJ*tLyoW5{>T}G;AsjR`TyZsZ0$4RUbvPwA9Efe%s~z?MLM(
zf$TFCipN5ucc8a#wqHBUblcp4597~B`ti*-hX%{{r5;R3Z-;PI;9|U|^>piKORtd$
z=2`en4W-xNu>!xZB5hz8Y=daF_~5xholuT|khZ3e_kP}`2AfXtU>7KI{o4Mxb=ptY
z4-!y-Wa&5}fx7eeHs8^zY&VikLIky1eXW^wUU<nl)v;+vN@wDQXhjDMZT9AifqfND
z_ZwxXKxW$2KjGyj3p^l6kNPc0`sPyYge1rophCDgpOB~~jBx2EAGWkX5M^4Lk|b2|
z)JKCY(mW485(+-Bk-XhfPpWOVxHH|rLwCwxt5|i{d;UJ1C!%nDvS7y%oFN+1jrp@Z
zGQRsYi4*MCdSss2A}}}V5%}Yzmcp2CpI+XK*=NeWYuePki;&4Q@Tip7VGdj`(m>Vd
zN_=~vIrQ`C+1W);23Z;Hl-T;*_rs>=%I#NhJLqcL6GRX?LO{pYb|U*@4M@P5U(~rU
zWcVxH#ZK>8>zBn`TrRlQ66Mg~Yi0GSlF7F81G409%c`oM0{j}lF4)_6*z$ROVr1T{
zY=bH_zunuyE>X}<uKkuE^wKuDP;YF|X<VW36nWpX9o{Z1laeX`D0lEeWwre=BGy=&
zSMtwYC?<vM3@L<Swn4f0Yfz-2%6s`c8iMQ{jtCzoF+)|x#2LpnD!MuS`RiW*wO#jn
znu+kZ+-tTY!c$X?&PrI9^!WI2#7M#cTD<s>V-2@8`bpWS{<yLmFXOD;Q!6f8L*^|>
zWgFz!@nSl2N(l!Ck!xNc39tzv&j&4gKr0NHt?+j<RLyd#D*o9ZC;|#%idC==j{OA$
za>W^|SZ{d_py3u&-S8v3thMIonK)nlI8wa>yCT2KRRypK41Lwp4*4vW?a?+-@_cyW
zy{MWx{p#yzX$vdg{IyGD_t}nFeS5fDZHUUf+j&^+n@ep!irXg99?t%9GENooYv3s^
zRysHQ0_$CYof#;V`;5S~?>>XM<<uChn=E*!JWO6uAAi+*_z*f<?Gdt_=j2g{d9q}O
za7SUg?_gLJ)55F;d#FewQdko_e>U3X)?89;ZFvPGP=raz6FtR$!nk#lGOxm%fzWo&
z^grVIN7~usEZ`CPPS{Uqwh=agX+?~0_sqa}0D5@`3gE*>6+Hg8?_59+YWay1&dbbm
zO*2IavL#f=bLD~+ql(W>U+q)V-aH}AyrM3wC4{|6Rg_7$l2gEu%;l4_^VQR*qTG{m
z;d^o4J{n>{|EkOD?bq&FCO5;^TTjM>dc@~cl#ZU>-(|a+i<lVveJkILbMITrDId9T
zJ(%|S!a*5+k)Cd!Hp)>M%cQ0(<QM_&(M&&7@Qn})J&5!RwzuL$hP-d9kaj#?N-TKz
zYZD`B9Sf<qp{dS(8+39C{A>7dAeT~bNqIqw=I$-x1p3k}NncW+cK-@=n`n^#>CxCs
z7w3URCWwcuH6HAPI5C=mOw=UZ%AaSK<GETkMT-?DecuU<2V!bT4Y&-I{Ia~3K3)39
zwA$qQoBdrWHEAxh4o~n1dGVeWX}I}K+F~u_FioScmN4VdpzkLrEN?2rc$I)w4_4(N
zB4c&BD0I;zSJ=CvHw{VWnGo6tcAvqY={)v6cwn}3LVdBfEKn#jDY0^~S5t|p-FD>%
z_p=x^g8h=wJ99I9!kiZmW0+#|oPVt~#kjW=6KbG7hLoOY>g#2il?^=!gKQGs+GKWt
zrLCvUfkno#z^32D=_8f84cH}KE{;##T=^pD49HnHU9`?I1#2L3sdrvK&OuFp0))`~
ztw0slgwkl|M5HxF44zC0m|1_U*+6<ylrj*vG9;@ul}}Mu@s`BKEkiL8mWhu%;5Z-T
zJpv@#&fEJ!I2IKeKddM<V*#Y-q`&p9`?W7^l@5_cJbKJ&!bN|APi)~pAv=8jh`Mf4
zgyHkGW<N&GM<vW57?YA7HqGR1x@2cM+iQBv5tDX0@KS^fL_b%N>8K?rYCixK0LJ{j
zhM(r5&P|KIpAw1b_s7D-exN<LUkmsZhS~gK+4ycHKS^gFJ;sVswmg~pIU%9EncW#w
zbK39SUMqBU9e}-)phKoH;S`uA*tzXBo9YYiJl7H`OVbDpy1}vsghsvDn<{Glb9?Z$
zp6FtK76%0X!i?S(1QreL825U4$h1XZD*;)>#@nyGUsY{bTn`yC-evEWs?J%kPVMxW
zQ?9PKgQf&nbjcSs@(%~97}cs|JkGw>Ao{M~uPoHf2cYTJFMl=)b40;fvzSESPJef=
zvTt&hd|j9D>vVoBTq19Cj7QAP$)J`UcdOISbUJNK)|;3sO=H_#=TWp!9W&%lT3@nc
zZz&SN{){v*Aon;t8NP4Se;P6Uqq|6*weW-rK__+C=vB-LRn9!mzBwsA&bN%gVx0OA
zO!7bwvL5dCIRxu%;2XcktfD^ekcm(mfu=GS(4h!(=4WO?upF`7U~$c^p5F3|n^3hY
zy-gBt$a2od(8Ts>AY$uMw@Jxd3G?meO?tO_SUQBW4)~Aej?6<u`7uYe?!E@lv$I^O
z(5Nf|bY>0ecn3nY1i|P%3m91*kB+8#l!rRXh`(JE`)T0>!@bpJg1XJPU21hy<KszG
z*@orXjJ`2-E_GM4T&(vVM^~`3Dr(XCTWKwB0rOu%{hw4s-EoRk1y{AEMJD00JBll~
zlcQ*!)w;<u&-OYjBt+`jfZmF^I#~wN*<L`#>$JxB;$tYuD9ax6R@m^8+4)Phg5vb=
zh&C1|1;5!IN=XBvGDt{B1JK1Xii*xVp2o(3f<Hf@3yj5A527&|h82PPvewz0L-9%z
z;oW@Ue@El?=p5e!-oqqjV~gTsK_`V`#AcJ4_A~~sa2y9aA)e2=W;I^?_N`FXQ>ZMu
z3bD1wX~vheXw))XM&(&CdkN<r!Y$)=$p;c$2;r4@J{+41j#tq1lsQsFi$*{DonG8y
z1-Gwfn8Q{*IW(=3c!_vPi^nkQ!q_Yfr^7HXIS@6@18IknI+o~0e!y5pzx)X5ry&Cy
z%X2wmW))3(2{$U6EYtwDzkd|;skP@4%Mz1nI3vrD%wvI33OwxJK==g0Y4q;z{k7NW
zH?lhLwf$l}8pzN|(C$~na3FxV%N;{!x}m={#HK~dQ-npY=w(u>R+KCl1l6Rph9hl?
z6$CX&HCeYUEm0m}Yiou-ns}7yWe`No6D7`ti@FEp#k7v~JSw~=oYm8xbtFHsIfR9G
z;B)isgBc;@u(xt2%<@u!tB1~M(Fb}S+$579>&q3n)sKG|lw-1%vcES5dU$a)-aC*f
z?W(5q?W}qI^W2y%J#mv%p;qCoW<so78qB%=#19X-O%QEZ2Dz{|04K%H%d2?2+WyZP
zb-$vfPl?Vi1c=&)OU(;HU`!%DR+B+vLqv~8Vmir)#x8_|TK-<62YzIs7PZBBz@zX&
zHUFdS$OxF(*rNXn<mT3(wK}mtnP3tRLBg5qwPPJfB<*aiJ_=$9qfYVR!MFK%Fhkf`
zIk2a>=`JDfCtcg{bV{9YWHXB5Ah*B#r2l!-DP=}#`Yfx}ea`m7@_SJg@}kk$zPrdK
zw6abz?j>R$CE7IW+4Vgp2?tHJCv4{GasM)3o{9c6d}0W3xWCKfZ^PgZFQu}dic!Y$
zN(FfiXgH(;?B&|sTa$7P52hquUPQM7r8rD1Atn$7@)Pida76t^UvObSV2-KG4l>^-
zuP9>EZ4%%fizQ0Dvy$ZLYSZ{aN5ni-5Q3kj8?Y5ryG=_TMIUPnjm#D=BZC1)m!9<#
zw7{m}x3>B2cKFhglTqPN&%i<~9uF87^K*#Fh89VN$7H3(h>)_CERMtB^p2uomvwei
zt|jjTTr@%r$y`MfyIw@3@`GD_-*<%nzYlNkzERzVQrF3#LZ1jh(fd*(JdC}jPe@n}
zMR|v)6%><C8d2zTcPBPQfC^J&qTf`SttA^Nm7qh;WLi4<xaMjaIBv#h{z2`p>?iVI
zM_lOXF)?BH;`P5+DTNOT@NF?+?LIMfp$B@0{+0CRf!`y!`f!Fxx;V5H&82r7h%1!f
zko$!cCAHEAO{2-{9R_AWWxIS&J#`W$l}66UhAER7xB71W<R9_aJyiP#zM&y077PM}
zXdeKz{F^c}JPPf+D61L*-1^ub3h1fn>jRXyAd9jVZ5{=J+bU#G3-fCmA0r-ulzyhk
zc*HC?($qh6T3<)gUV6PLlqx62nujG(7vlcG&R&(GNx>sBmB8X76c+w4FffEBPa(LU
zgr4%4oieCx4&$;%jo>%FkkygH^1_O<g3*U}y3(Ra67OSw%rj6NnWnmG_MWfd>I{jR
z_&QSDFW7Kn*#ZhmvT?j(Xz4Qr!Hk)|V`E*L52+2JF>P|??LM0AE~?<%<PI;rneOEJ
zT0PB5CXT*GiBQ}D%EhywLxYOzJWJK-TGvYKRZTIOgosp!MBGiwYjwK^2FG*NUG&6U
z#Sl#b9vLY>qN!zCrT@O5nk3>u_1Bo9I1;q^LdvcSQchHaymZC}sgvQ&E_Rgc;^0<;
zlw;0T+E{F^pwM)U_^e1pAuon1^)1gyLrjF0%jHmYN@tQDD?MW?ENrKe{;OjFKr*Gi
zNqZ5OB1II9H56y+&At8*yMX5;gW+yPjO9_pW--$q6!T1TQFTg0-AAL%pi95Y@P-*I
zE;~NB35eRBt_xY9Esdc9_O6A0&c~0|*Q9v(6|yPd<7Wf6iwAW`3?XVssZpUW_4MsI
zU{k8YYLGo>2#fEv4N9`n|4F(r;2;jNajJ|yaV>i=AHh84%f8HUlNC#Kw~{_e?N^bx
zbJBrx(_Wn7NYXy0g)Z~l8;XEA2!T=C6l}lGsMlsP*Db9-@Rsj!NG`&JWfiV`i`k)I
zHBZ{ks#LgD=4NB32-~hBic>y4Uv6UZ++3-@&9x6)tZegol9U?w+>K{gB24Hr^dKZX
zIVi>@{b$9v5+&ZI!CqGncx~NY?A3OT=Satc=*CUN4iyNE%s=0t$Ih-~61R4EWpR6Z
zCh5`BY!9VbC=6}*&DUk;dhLTXh<6B6YY)oawc^%+il{}NmZIAH(E#xF!=%{1qCbCd
zEKBzQeWm^p&TqTMoa8u>BP-nXMOd=}F@EposlZS+a-ry1yI4FbkvHH7fT$^)_?uc0
za7%*7CI8OO$#7zq>D(<#&~e$<Ok$G{X9p!A4&<szS0Rwz$fT(BIk@sqmtpN^>dIb_
z>d5GS{-3Ymsyh2aILv%__@siRl`%xXe4nxFi$8M^@i8gpad3Y{ClkEOcAOVZ2I>s*
zM&nRek<l){Ub}^DiscB8)s~J&mWsY#eEqH-8*t?nqPDS2=E-4z?&Vt9CKYpC_N!&9
z%&*b2S%tb5M}I8s2=#4(Dla$;?z`=+9X)WZciEFtmNVoDE_*Wc=sq6~WKDV5`Av|g
zy^xz`HJpTf+kd=TbxvMkQXjvJ__&N$C8MZ^#UG<C(^4Wqhxz*Fis^g6az>yvo14kO
z8oB|j6B*``qp2L+<R4KEws^B`Gv8tjY33v?(v6VX&$)zVk$b~@GYL^ori||=i@lR7
zZWEtJKNw}e$n_N`<6R22QqkzqLEalKKr?Q1vlwmwVR;f(dVHdk-I+8@Vg}ZqJNgmo
z1rW(a2d1SMwo;IMF1hNph1dE`6nlAsW96~7eqP>DVWrt;t--?w5+Zs+v5Cfa+^Ye7
zK0v99JK#PiKB_ShVo-ze!U^O{AzUW*5M^(-wMFllrgnnkV)MywFYJ8spTtjws5G3C
z*ik*F<kqN8e(T77kjM@C8AU}!rtf{*O@LDx|D&--`bs_(p5u=Xlb_hl{CbzjYnMta
zt}skcUMD3u%s*bZ@ntfBc)p%Tb9$cCFNzLL$JYBd8Z%;bjPe!_5)d)kEiN8!_Urqr
zPgOYjbDB})jeH9)C{KO;0(99-K{;q^a8&UGHd>SX)}vybk_#LGsKljc$3NN`%ZlF3
z_QeOdVnlA6iO(L(E8nBWnS;N#^PT@Z8-TTj@XI3F-OWc$ONH~p9P(mC+zkEtaf`Xp
zVcH=6)`LxKF}aq8imUa?z-q7xu>>jm%IgGE+JSjiX>Ifpc{JiZC6L+NSqEJLi+7G_
zs~Q+QmXm&REehYf16kD1VoIRCtHWv2S+Fd3aC|t0kBJeT3Q#;j?)ZJC26;N3EqOX2
z_W)rnB;~aOTMI-A@6LEm{6TdqJ}B9D1Kwg3kk%mRtc3GUU?GOc9E^&Jat3B~b6~V0
z7q%rq<aZ+C@|tpZC{H|8ldcT`4sjz;kvJ6^Jf>1`2FjO|St~L^LQx)UE&p=m7Usgp
z4=fsSTb1DOV;h$Oui?*Ip?$YmDXx}(`s}-BF?jERifRTgApP`9O4HVg`-D(1fa|!f
z4RZqJh?72k>N76$pa0qiblUt+(-wY)EpoUK`{e{<kWV!FZ%vSES=fi~rinVy{u8RH
zBz;Q=@|=+%2>u|zk&3o~_+OBy8uiQ@FtTaT@u?#aWhDs6&P+&53`A_T|7o&=u2+6>
zF*=BB@c+>O(iCYC1$hw1`{n0e>IpUXN3*1g*06!6#Bb9-?wM)1U3VaC9`+VmdG(tq
zP&<;U<}$7-Hj0WPvnz3~ZN&pom@70-7P>ZwS=U3H-COpE)oLM~&3j3)@2<f6x`hE1
z4=ZVOD=JHgvUi!8(G&D45sBSFLCES^V#0^#fO5TwSR{jPN%Js*_p7Rk4bZBcra&s6
zHx3#w@gNBrkvvD(3GO8h!UY;m>%)Grh~NNtu6ko2dVHr+z?uCO{8zI7V>jFhqQuEa
zDCicS@G{$4_>zqX_6A8BM9CM9yyQDADzYMVF<jr&Bxd+Y^&Q9>)(kjA4LeOuo63a3
zA`)GkRyC9=&7cN^MBqFWsp>`U0veyJsEq96^j?FLDD^&Ctt>Cc20{1nH@{Pj90S*m
z$v7+ipKdb>Cnsk_C!kytw9rDp_yS-G*}nn;0wMbpI6{q5cp9UQMbxQBNk1;Rfy5lZ
z)%ALJ1L>RhX^(5;l$K@xpF_)|VVaH^xm+7;5k1J(t4<#MKRW(^8p5mbz-eg!DyLUU
zDN4D29x`Xc?UoGoA93P8yP_U)F-pC^Uh#ARBYcTxl@L@RHm>jF{sKQf^#Nyk{vtJt
z*T59z@l(N6bE{TnpLPl`Fja_uZ{nrP);#Z(qcIPh_29n)L%HCR3dG_{v2Ze<HO0n=
z6gpfrKH_$qR!!$%3kX|^j{!@NKfrk%_Qx1l+`V?vtsl95S4MD+y>9nP5Fd|daS)2^
zI4w2tAOu1{C{a5ePa_@%kZYSxQ&UqR)ffQ)L=Cb8!|tOoF2tL9mRz}UwDQHJxx^JH
z>(M&B7-_R5Y4^!-Dx0Dgk1Ib=Rjm!kUUG=FIWQIA#aenHAvVsVXkTC1>?-)|@W1r5
z{ct~!6l<ub_x<!?opU_K>-YDK&lV9+NOk*_VcW%&8e~5U3lZX7_Pj(V3k$>@M<c-c
z7mK+v!4n`(yxEPFfQ9xfeKKOVWr^kg|I;U7ozb7KpVoWFl-y27lnVyhr}7#{oo@AS
zA&94q^Cr;<qCMaHUpNRd1;CxJ|DP>GDG3D55n-MMPk|YTMD@B_v<~fY``^5mI4&8D
zf3Ob<zw@5(>*?xt@1EE3;lp#Qt9cgyMr0lAyN*bRyVdyGNe-uq)E@Ek^CN_^=)et5
zdFu$AzTMzp!j1oe1VNSsAjNrOW@c6kLJ+%CxL#tf90Lxc%uLD6^S?9Fms<D#{S`gb
z2}XG45Ibl_AiC<Ee=hkh4k<caYJos84kWLU@)&l>@y~q@W_`jHYka8vznLcpgbGT@
znjDB;1Z2mFI&&qjc6(2xrF1MroUK8FmFY%LD0E6*H9xp?>(XZuP(k{SiM8Tz@Mtc1
zmxF!Ce#*4tTmz7bxbvB08m+fUZ<9r%-<=0ys;Be6VL;gQ5j0G{PLTi9`WfNw2b2rw
z2Qa%BHrYq=oA(WrM*qw42$c;7YX=ZpDX>48tD>sfgP1r#qNx7MqRE2)ht%Te^Pn1M
z{9nF?Y+h-9lOhinSM(kS2jz+0f8W(c;7{_xX|eC_z?`}8#f=RC4gp)=8OKw^F@Qsf
zCGC$xOi0mMQorOEYeDup;`{o&{4z&ix>W>z^=HP$NAmyk<9M_lk6%&!M#x>ko+67A
zVZR5z0@%!pibo&`lE?r4;I%pMbeoQ$cE2G2uiwWYgdI=^*ou<==MxEsm2yBXJtFqJ
z&HKCu6~PYiID-E}de+p8gGK!hIYxvV#}?#Ug8u}%*3o___TRy=znNByeJK6!7z>p(
zePD#hoU-Pu1owSN=i9$$z)mUNguE(sIrIGF*Sq@t{Qs`{M4tW3e?Ral$}-kau3ifV
z75TBx1v|(yp3Kcw`}chA{x^OEv*zOw?;C?>ZtQt7>WCi%v!a<X-hWpw0t~tWKo1zP
z1IHTpv}<3>SP7WuATy%+Ac#1|?jM!|TiMC{W@fVWWTOW5)VsmD>bQJD9b@BI0Q^b#
z-QANaC?h8${!?8;Ll=N5Cc8kwZa%CY9cZ>0jCrPF<A4|VS@XLG$TD3ANWg^B2PRW9
zV;%*j(Eepr1ivAFGM99(PXl--Fa99W6QI%>{dofF+RtTMdm107elP~7w2bPI$a_8C
z*JKt|3N%~9K7T2J1B<#`f+`c6gM^wL@xTgU&oEXE*e>Ckd{uc4pk*UX9Cc+0vfY71
z;EE{}Jmr~+LIAK7uN8X~T600>&v;yiDvdAatJr$&=U^ZqJ0$ws|JrRPz%5sRqxJUG
znFEsez`-hhIOjNHgF}?hU+nn;RAB%%fj*0d`9>6(E4A<$wEHS7=OWlJ3I&Xy_z4)J
zws~<3Lv?a_>;J+j@*+6@&wo8C0up7Q&?$npe=rZ1?T$wrU8rog1=wEv-~0!w3W;sM
zvS%k-SR#do`=tLLlJ6x)A>ucb5HH#2`7jz?Rxb&Ve)pM2KjqFY#XLM;n~~9zy+$jv
zXS;OyLzI3`JzK*P-O9dSS>LA~4aB8#=I0bGdOKsrg)y2vQmSoNdS!9Tzl-!}?;izB
z(QN{w6+4x%La<D6T?5rK2HZ-frQ&k_>9oVa7;|3C-+!;hBwETDm;SC%(epn=@54=a
z3SnVq)?kuDt)n0fK3#mHC(3g%rL;BSu%35ghjsP*^<RG};=|dafX8NX*L0XuL2!Y#
zoj_EkU~-u*QWD&-FjRSEWCrH6Piu4=ug0p3bW8S^#jdld_8U^|21na>XPSZ3s@-$r
zGM+Qv7PnF1$<6h+)_U+gn{ie0$0ZG;86k(DCaAaT`9K-ZR~_g6)d{)JnR3-B^4+i}
z81m!fwsx-0m)WW$?QRgOk2jDHB&9XU^N8P*2>B@N!#AzRqa_v^DCiznt@mO$*^WW`
zk;7QJmmhAU@DqLAC4$^Sq$<)e1-l3ARnLWBnR+u4L1b~Z`MTQn6*%XO&fmZHrA=d3
zi+)!TG8=mW@A+}bKQs6J&9`))2^}36`7^^3C{)z%Vh>4HvRr#Z=;-Y<U%a!pc=)tR
zI}hEHFTy+U+wB97EiJnHu&^h)sUK;+*4H~tn929EmQ|toS-d?)r6VY;{C1NI)0~`e
zG}Jza<lQiq=^y4B*M_^9>Q%jpVD~f8FeSitjQ`S9z8)1L{jei8F)Hm+wb0Q}M}l^o
zE@aXCR&f+u2C5IRLaz@bxL6n3tpYo`a~za#4K7>St}?|M+q&qG=@#2S>bOvYMpwd7
zy^&{F{b|u3f(}ya8N~j`HWJ9&zEbp&nz-eGi>Pd@<~CR9XI^qhd*Dmaooq=Nzw(QJ
znc`Yi>J2HOY%l*7$GTt+agTZ1A38b8#3#y@rn=1tuS&}!!t2M=bbh`_K=VFNACpm-
zmr0V2v5L8z`PGnRGn|`;gVytV%WFD5u5GcjE~XLk?8y3j7q5dq+U#7EY(ne0Pc)J>
z4<HlBZ*GUhKZr9Z$%WwIq-gF>u6OOTCSreZ7JSopRL3Lu=hFZ&z3Y}h(m6whrA{IA
zz+tDctEE(DMpac6tPM{9$>L7B)qRf$EYBvZj6~gkE>i%4%VQt}`HoG2EU<B0Jm|eK
zW6u)360?!6fA@@*yCvgn@TKljz=Nxt7(+CLBG)`7;w&y=O&4(@S8s#R3Uecm-%nIZ
zHg=l7^Y|xbJecH7{*)_=6&Yei!@E5gO*pOXcJak}oVE?Lq6Y>Cv2K0?I$1Z+-hjwy
zN)QHO3i4-~!M^DPR6dkS3xCRGd?M2vRMb4S0K&<s&fJbN3UuqU(9P&KJc26BBqSvr
z56j<C<aY-OQ->ThcOMlrmc!B8PPG*#cFUP&mQRWpc7v$4rhcZWU-~NSe4e+^d7L0w
zZP94nY)sbkc7$?|$%|Awuhh8N840kddO(dQuq4MH{@2^Vf#)9x!mBStK!Jq;;eOpg
z9gL3G14syuY-dW99~xk?4Iw+wOSbMk8j9*u!DEJZ(fP_f*#ExtJ|Ddy^$0tIIe(jN
z*q((5TeUPfyXe)xRmnV!{t}TR24AhK)QV_v&Y8b%*>e3((2xs9%T1Y2&A{)g40UXb
zdR5FCny+<}LfbYa3m&G=v)g>A)L*dM0!<~zzUc3bBt{`=JUerJ)$xu3v~@1tBZ|f&
zBkG6CUy{p8g+)a2>*^-|9=EiJU1N`TmDT5RUSx}$3`g~$X>{}#<MwXGh6i;RO*=3C
z{bKyfV7^`=Q5y5}Zegh8@3mN!W0-XNVHZ5rc?r1-dmvr1*s1G!IR;a=ZqMjq49TK|
zm0ncN*gY#|q(1XOx$A(p3Tr4%x<7%9lBj5gp1107(N5~w_gQ+j@w-wG<&BNlD*-A@
z@E<+!s$5vm2Us(VciAA82LNSu1f!#)6F+?T{+Ex5N$zc3aBX%?_+|vh)^NAj^sa{f
zloM3>n0en*jeUr!;&-Khk}Q48hS5f$bk>cL*J!tJhO@X=;MMQVpssgXoPMt>&Aa#9
zY~1qDx`e*T$d~^fm*3|Q>uhIE?g>?wj%X?%mR1&5_Ev3pA+DQ!XaOw@`gC{#Q$T>_
z(xl%@i8!ssfN`g}=!S^q1||5Lzs4_L?v~dp8XEniO5R@JWVLnOG4ML{!24dEYQ>Sj
z@t*m&mVQXRxmo+mxuLz@+qu*!40&ueQb>ATpKk}YTD3tc3Y+cyoW0wMaCpuLI5Z>(
z?l&bh&YjMEYS(g$q?be&QS>_22QKD?+-lr*B?h!5ek`1F?LU$>Z4|0NoEX>&^Z~4k
z`CseN(b0ttKXF6_<oEdB-w!e}GM+tuPW(n!{Ovvo2p~-#kByF&d-dv5roy!x@uOj>
za!ebd1w3Z)JXWSc=$fDX&{OVJcjfZm8yC_WGIMO`UFOfx;i+sS-{zx|(UvOkt0yBy
zv>TG^tfbbKzhvTgmGa_n_j_hE%6LqF{*i?Ob-BUSmd*O>_&ouqQ9ZG_i1~%rTh;?X
zKPX>Y>$Sx~aF+g=`;nY?^TNz#X^p&PY2$;lThHg(G%Q|*+K5m?eCo#pCyT&qkO;;q
zq7}!)go5AzrScd(d-e<hLD17UxwsNPek6-z#OM|?@p_{!-DaS-;YD;pN=^9hX=wah
zkns_vESFB@3<WH1^%<d8S9EK<tL~VCG~$m!D^<U}bnmXi#;p-+ZnBi6uoDOr%TIlk
zx+RXcsPWpv7P+{+jfsA93GYCK{rt6+Aai|UBd5IP5XtE04-@<972~bGT49CMp*m6-
z5~HI(HgD1y1!jgzNVD}2kUtROwjMB!;N$@E-Y@AKV5C4`%D{ZU$j?uBzB39kqO+|T
zr3{d*uF^WHSD4t$|B(6d{aR5@3)kh~)@{VoZ#zwRZ(2`W&-w7R-kN(%?5WY4ruUb|
z&u$+sDy){ddBdo;nq#x#@hh?{kl)IST2~g(6Vn+UKXv!v{*XC|#zL$0kjeMOV3I>Q
zsd-BMk7;x3GILgOVWdlqQPcGJ%G+1=wx))u%OCj5S4a-$<ZE&an~O{D!7LA~AXJF$
z6WAFsGB6;qX=Td;<_@TeR31u>OI}lhtr@rr0eyXn>e&($e4W4R>vzMWvI1Pp2};kf
zPT`gt<<%`o59_&KXWz5gB8Q|Y`%c_iooR6RN28DK{#euquXDB)$zJi&FO`11<WIu#
zl4Mf(rYlr!!|hy>yL(Jk*W8S(bj!l+E9HBublOY-g1y0chQ3|5cVziw_pZva#%)OK
zMlrhb7-whA!c<|eSwp_IFd5}I-z-KAJkMAwR?n7#EVx|Yj?IaB-_G<{lUqbhPyD)C
za^klfB6*>w2WC9N*M64|5x5{=$}Ir@1d(Uu`!B=fjg4u5()yW^Q8b_~y<FASUCNcm
z9OBm0Tr~jiG3k%G>!Vx-bM02hCha9t(u?XA!(g=&Fv(&R974oLwqjSLq}_J<tjpS?
zvySU)ogkUE$9Hk=`;*e6>$R5mB)1;N(4`#Bp}j&${l~gD7Ad@<@f?*sYvt4p?*yxk
z3hQ~Q^!wWlQa`N@F1*iIe5^6nh|Uvn@K#l4^Yc%-?E$*T!({89l+;PMn|WrqiwuTz
zZ04V?GRYxye3Ui4uhV<E9}qzAo2nz{l5t#vxphjOB~FUJsw*AMk*52{*75hZoBM&s
zTV!=06-FqlscJ4HI4iXr50wXY$=coM-_-hyqN<;lCGr#yM{gyps>tMo)^7>C7d*%F
zWf@&wgkM_gI-saxvc&3YioRR_L`(O0F!kpgKicu!gG3J<)6rs?23Fl!k((;t0C6QN
z6G?o}BrTp9dfudGl?iQIht4~A4Q5qZ{R`wXqQV8`O$={{bzF*96E7pTE85!*$-%;l
z*;r4!bJXf<*IB)}zTTBa!Ylq={B-2r@Chchm7a$RM*uw50~}cdR8&+a-oUWsve}Cz
zYO=V4)&KBu^c*cFN7TrmcosKuWkvPeagA)p8(L-qh66=Lc|8$dE-AXgcj?gabA}U2
zrVN4nd`C?ZDYh+m)jD>fk+eK~u*zIsN87qlj$O%W?up8+s?Rq=C04oizjNFpw8@rB
zB8)Px>IDY(&_8YWxm*vZS1!|hqT_v4#y^#`S$2<4pF65znWQIWXJqyESYG$(#}vO{
zu#QyyoR_s`HIiaI{T&;!e_xFrz|u(`<(Rc4;raVGDt~TjDrjeCCwKhsWzBmA28Qm~
zmx?_3K@8L{*K5%`sAL&G6mX@Ek4+zR_6kyUxNqx0M7dcc)|iNMkUE{Qw!N1+Z^zyr
zk!esQo(3j+cdjfX(#(Si<mQho(>p2lcpVs5^awd-_+M7O2bA=k=}ZslyA1qAMDq+}
zP5zc54-avM=<J*XHTUe5s8FfxOo~16GiMgD%j;>WLQZWWsgs(7pZzfkj?Xs2eQfyk
z@VCfr%pTQ6HMm1bJW92;S}f<DUvJA>6XjT{*=-SgI)qLdv>|99VAbfn(Ss%dcI3_X
zS4%5imM<8Y$o0i*j}NF&My54Q@!pAs$d}H^=nNRRxXEZca4;OmEV(p2eU*?t&U9`@
z(F|whwq!1ODFD_?p)W+)hALxR`_EJo>%`6oB5{X*!1)<DaG(iCG$@b9!da8>R&mB=
zEAd#47GAPOsBK4vPWP5qwzS_w=QT5l8kgg0ni?<;B6T-N)xllC>qp<?+x24a9(r`q
zj|@j_NYE-8giAVat$CxdK$GYtNh3nwnkL~bfXLT+)#8pNXg$^o&MOwUH?}~L-gPTQ
zJG}DE8=if)mp^q~xn+oNuVY7h4krzUFlw+5ayh<(;nxH18t$HffIbfk=WkEt&V)U_
zV@#EV*!DaO?EdTiq^iIUC#y{ND2INS;-Fz5^iuTTx&I;cI!f5(#;z2R?oTf%4gozS
zlSOaKJf4nX6d&gM<`=Patp&{K)?cv3lVruO9<IETAJR(x<OYlFsqGj$4^Omgpeo@G
zhLCUPONM{km)kB2S?Nnp8A<;x-S?ntg-KAdq7aFf!xog;`hcE24&X>lfswfxki2$A
z(t|<ui$Q9&HI`8G6DIlr;|*QK73cL!oNs2#4f<tg*Q#n!O8%OZ*^4JdI&1vICRs0N
zll4R2vImXuVh_a-FsBHy`HO)xu*n&F2`{7fkc2A-A_`9lg?zMxGp+BJG{ZJIjW<5s
z@xx;Nq?)5wN`XT$bns8O!qS<X1E&K<0fXjiVEZCVm{o3}!;VeoRPbiU==|3^@*R3K
z9J`U}q`y-`&!(LXyk1R;1Y1$Eh-$KU9axq$U!}FW@?BH#`FWwXxAgk<{7nkw+Ix~8
z>s+`?kHr%6zJF3M?N{H=-0`fi^zf+ZPhy&KODpeEFVic<7B7uUNl67mmSft8G`{s<
zUt1TYMj+KzpQHxFtTFlx`poAqHMm$i`Y7*l=sU0_jXf1Id(rf+^4HbWiX4iFdYg5m
zJV%&q$`;3Xeka?mcA;CvDM?H~sT3;R9kQ!{b|^LB|EldR<D!iIeNjNA5$O&|=@g_z
zNhv|PyFrl}kXDdJKpF&x?#=-uhwg4^q`Tv+`R~2YIrqN1FD|c!55vrQp0%D8zi&|)
zHQqCgu||(viX$;T`JGGeX}|s2(w4-K9BZ*|#etZ<JQ`2wD}LlDGXtK=&=CkZj=Q<|
zvR~g7F(pIv`&BLs&wmS?UZ_~zH4EHr++0`ol0Duix$sy@8y-ET>{~gNx~HB06$?KV
ztDkmp^&r?&n1m636#Zt{a}>#eDashVnXpwF)iUjDdSpCM>rB!)N;u8(hqb7ZpQh4E
zkP4nA@h-uQnRXNJ;KGsmW;UX$>jdrU(IfRboV*|Obe|VW{>Wco@><0BPogW15D-o#
zaxKpfn%;MjYh_-$;>=3TX7>k6y~Zq-0Hy*Fap{z}m%m7ExjgFPWe0lK`x2avR-`-N
za41k(=&Hg3!i_VM9-2O_hmHNjF5qg8J1bo=(PCbF`9AAC+ad&g=~uCAx?|cmg4kZx
zKb8y(#fr5?LQh2v+<OE-aezzb_c@2m&Ua-2JUZ7J>brD1>$aqm2#84^-rTXSQ$^43
zfm)llV@GRWj2?R@V2c|Y;F?b=#1X()Y1ooH*3K7#p&mQn!V(jgN?(1TIs8Zl`OozU
z4ZW)$GYv)~E599-f`=($lHy6oYS_4#3!r5!*~=tAie{bX34)%g>Z^_qriqZ8&LHN3
zrP~cbMBd&GoGp_WueBRLI9fa&X&&a;ks6+6Iv2RtEJ6SiE+<^S&ao`W(5)BwbYWRb
z+Q;6o=9G{hK0*o7tH#XtgE^9um70)Ew3j#|i4{kLV~G`_y_C&o(tbv5RH?XCzkD;h
z?@3!}SU_0xNpD6%!sn@UJkNSi^|x%}vhA!lOa*G<HlLdcYW$P`gjq%iE{UB7QI9LB
zhDR+vg-Y@k=?QdOh35G6C@W<+65IUHI_UXZ<=b78CSFCdxbTH{1zc2{8_Uhvlu=Yn
z4E`-Jxa;`+wsmIgrOU3HaWu6)FIIZqnO{w}&`~``ppaR`?UeP%cE@MoTnr8J3iq%I
z{C6?LjiiqtHXH9B(xR$XgGrI>XnNlcb?n@dw4P9g*jRWS*4+Eys-u}PW97)DX;=`r
zH)NzZRIP52ZJV0ssFsPKR7@&Z7~>4#rETIeesPh9wLX6D>t#OKbItik%NeD@XZ7@M
zx#1|_8{+Z|H2Hx#!r$R944QE$;6NwIyLJl>EiJSPbV4QCEXGCdM0$c@v5xOr;a?|^
zmweq;P3DvOBw}(S6r%6(?iRq#-IHk`65Zs(I1+;9_zKt?zcL~_t4rIO#8@*Y1qXA{
zhcNv)h2PTKZMtjyW>S}aXkDnRcC1v@@>mm(QVAK?pe+^rBY!#IP|UH<?|x+vBN>Qv
zKA~I&eo8*RFV8%Q$QU<T%kRLfA$$g_KwPwqE6-o{lvjmb${$Fz$6ib`Mlqdu<bO8H
zIHUS_<Yt=ocfr_H=6u9wbv(*p7e@>wau=s=bCa-yf~)AT=x760EbA^#lgFzm6;d8~
zHSvY@?p-o&%UX)sEwR9_7}=92k5O*A8gz=lkj~1Rsb;a$pFP86OAJcjWWaBASN<fe
z`UUX&9^E^TB24HHfymwDbZf-1u|i4Gu<5zk{ic{gpfNr3$m#E<GRFgq=O$dHVr3`J
z;1u${#ZfUkQ((aKWJ9)#`-@Aw11xdRYcpyTndW`P^H=S4A#wqlB7yk@HOL>|b0(sq
zL=kJRes^sOW$Ayb0ZDDCP&)=i3;PwQS*LQnY4sI;SoT=SqH_5;+Q%c*zulhZ2}~BC
zGL_hyK~M;JC0O7{MKky0I*YM$^<;IkPCUy-{-};#tHdZ7=h1rC;BPyt=D;4LvR0_#
z(a%P3AHJ3x(A!Abi78GIC7p!{T6)~QEsU)%r-_@Gh)Ypy3t<Zd_QPW+_j@N-!<n+U
z;UEXp7pT`4AlbRk;}~ad^(!`f7c1X5oo6dS-Nj*^?uBV(B<0l828HIXPzxnnJ`oR4
zR~g@VU-5weMNKX76;Al2vrgbc;<!BsMT47p%<wcGjR;C&rdS7P#;1pQ@bD@a>P8V;
zI}A1$u1_b0-MeLEccIIwX?>njNx^b_JW^IN_>XYvS8{D=u6{Y(!{@08OtiE#tw!jh
zC<Qkq%j=@o_yoUryDLLa7D+glMB*lu*ouS`-zDeavb0bW6p2DCuStoNANcJGUQSW(
zG>v^fZ<`%bMlUv6U;1Sh+1Gf#ka*YrS@y-ur{IDtj|Jw4j%t|r%i?bB42agp;KYaG
zr<ZY7T&zd6WtgZ$s$y=FkJPkdv;(UQr0^q%k;V)c{qaLbw;8wtPAAH*<3)c-pbL@7
zOJb1dA^oHg=~{SRx!C2LCHVZt&)%8#(vyhq`F@cFEC8M}H{#8&?fkpQI`w^xhYsU+
zSE+v3)mJMehN!UZl;rFZ&krLTjYsVGPZZy-LDF-vQCc;f$S3cytiHi0Bz4{Hzp~S)
zedc3{ZDv9(uJEssC#p9~6d=|vLA%i7Y{+eLU$A0E`9@@S$Ggr_%3hSBqD_JRs5Qjh
z#$m^`Z9CJg__>|GDGT+N$Z~fw{+&lyGxU$txY<)<I7C}Lu(B7Nk~Fk^yw*e-8~3d3
z$dLNU#-<*`V8IN;aH8MRn3zdaFNd_cW(S!EU%u}<1bZH6^FOrwtT=vI&*V?0(zd!g
zk`X9#kQZ`1y~;{ID){pQtZ;gFmLhHpXX~g&MM4Uzs4lfQPCS$ag>2++y&#Qi%~b;K
z$3C+Vfj$Q3w@*GzjJ`vS`JvrK!xj-%6s4ATG2HulkZ3}yQzz=oMm59S=WQi6^q*a1
zT759s9_Ld?Imf<J5Hurs!t!}UY^Q0B*7%Ak)-2F%ir-E-<PvRccGAl?tHhr`G6`B^
z+={Y%a1TQ1)XsEO=<WQW9K?HG;@Agso#z$SB8)gcU>#{pq`wwiNU?G)S7#!=*AwV>
zRtx8p_3td<RLYzkSv~i?%fw`7D?F4K<D?6b#`0UY=sJYlXZQ(+88$d<ayzmXh6#>5
z`M$d{G&_LOGQ9)K+?6Z*w`8-H+0WEEIGTl$D{ENgWQPf;30OrwysF*@^dBS3ioUEt
zi2N;;82PHlim<cJi0f8f_+%GNzK%gu2FwFoZ_7vPy02e^7(U4+hf%zfB5^;4xv6H*
zO|s7>@~>Nh!=^JqUxngBde5W!-m(Rm_%p*vgWq(`J!^rdjY86nw2C{w&dRH5yd7>-
zeUF#q3?5m1=aqH<wBK{1H-&#@s{_JAlB%^u1zc%A^Ig{GOA)?twqk2&8KuKa!FeRq
z6jM(?iLQ^Hs!K1YJ$OKeC*No_NIfPf_bDd9am@Iv*cGk&IE6b}=hnmQ-zxo**}~ge
zx$nub@sE;CrREqC^S1RgXVlltD%nayv3hL61cq8utf)+ME{aw)Q0*kf;8_beM3bel
z7B2-q6m1z9l9Q10`am7^B+ZHT$^}m|;=fxiGdd?Gm7zqK3vzDU{$2>_tx%jxb3r;T
zVYBpo^y6HqMn)~=&}$kTFu&4`)cT%LT{M-(QR7U@)v=7d0iAyiBzOg$>M8yL*33&k
z1C)%^(J(kBp})r1$dG&k4vCLQksjP<l_1AWT;JlDHKl$hnMbD%yJ1NJRM4$$?%HQD
zaDZV051W<-S@r~@K1y!gBsZ_`m2@s+r`a-LgN>1No{&OIOv>X~*g!Y$L{EtHShIGy
zo%5`A7K@A~vki>?lP-4;sQCAHey`%x?t9{A7nm)5)YAgfXz$Or%B`!|sBA^&0iuBC
zCTXlcP8cYCVtGT|MnuqVR|6Ykf8Oqc3UlId2$8i^N_thJm8K>3kd&M4n;%1*91_1j
z^wHu>>aI(*#-5q*rCaD;K$sc8+4hA=_lHsg=4|hAeYmjoMS31ax53HuPyhR#{sxp_
z0VMfuNyoc8K6e}$nW;#1f3PMK9hXW`>zEkmeO^lRnK$4-`t8|GSDC^;mqO%Z)9Hn(
zK&v<RohidQvRE`-kOoQL>2IW@-9w)?M$oA;bn<IlwmxyZU-e{c<F|S8Webj|F?u?J
zTr3_t&ctD2mSj_Pm-PUT!tCi}%4v3bw!{wgW1Fy{GI4t?)L$_jp(~Y>oh4~D7Rdtq
z3m-#>kE9vr-e;8-g)z@WP99e(6YY9k&X)yrznDc0s62}TXTu4Uag@hTK5IX~)$q0L
zFh2UMS-MDK$RfuiS@AAq7i+i?i$oXJb~Eu!sUFwUF*6joD#wXxgxH170z4uV5kwpp
z7iVp2i+MRWTWz=CS<K9X7EPv#rr$I_>B(-qzcNrX$UCC6hL_=r)_SZ3@w`ibShgof
z5=6$K+17MM(-_~Be^bMqHLbiWJV5!DY(QNBP_TaLF_OOCW)oE6AL}dCLqAj0%8$Zq
z3vj=tNl>$REk4{byem1qSW)`^W4`?BCls~#YHNT8<?z~|T~RDr{*9c6j0@higtPP6
z@RSJu(VIg<0!~W6sg+E>FQxyDqB8^mi98&M4*B-piuc7h)I2FRf&*akMdCN&JCBBa
zwUz;rtWo71GiRUjSt(1r^?Ix-($?m@HB>YB;o^&jbIPDIo4W{WqnWtqoN=UL=ZS5t
zLe|>k1+Qq;D*0rb_CGpV6PxAvkIEr$%Pf@EF!^aeaq!H|D=J7$e$Phg8La&DqKo~i
zJvkROU_H-TXKyV(0c@P~s%?q(>o=(p)lQJ`Ai-@j%HVZ2p#_jHLcsUhhqH;{D%2$^
zhrj-$X+;Ym8G1Xpf?5_!F`M+;!-pMJSLsqk1%^R@n*GgO`Zq@~okzDe!Og?nDHHZq
z(lgq!{_D|_P8*)-9$Msb>0VnUZTo*8XRJmd^+=Ql;9t#dL@HiKho0ZnTAG|E7G?O<
za9X-WTim;$l$rP870rGi8^&dm5Q>aTuUho(^~~LRW50PQZU$kR@O{S+!pZi&Yd3*p
z|312`lZAstT+Za>k%0}{j_F$wwV{7$l;e|=t7^=$7widG$y}^Re^yM+f6w^Rd0Qmp
zI^Jk4sYX@%{l&=+owtRaNUM(sJfmEASGkoUUc?t<wK6#G;`@Wpqhs&`oix`wX73HD
z^tT@%3(BJUpdzXgl@>U(nJE){qEFs^#7O{Yjmb4^2h}@-gxq;Z?0Z|=8wLgjgr(AJ
z5MfU3btsvYosA)p3y8A-xb6g0&1W<;QHXq%FcL0!i~pm$rFwupQhT4O76GIvA|e7&
znn5^H1FlS+>dUUOB6a>s$dt0vJ38iK1PGcO)c0bM){W`oCco`wmnjltrHO0!w?X*(
zdJAGHK3uXPt?!Ke%!_hbls$#EkZDGobt;z1$HCSpYMP0EcHby{sOkyUoiw%75cP-;
ztQF5+qZS)m#3<VgJ@cf~`R+ce8kKMTBf8(sUw9x0nbf6^gd+`!i*@d{Th~&PrjIfq
zlpX5ENiykXccyp8Wc~IWE=%<09RZh08akb9FR!L~(pB4sDl6~+G-6Dx-gz^By_K~w
zd+0R6?ksCIxTQEm9Kk>61?%5D2{!mSc$`#8mw6b357HXenGMjrkltaU^x18W(#DAS
zZ?Y1UjB_btG$$${%SKU4gZxY+S^)v#v$He6gn_I@%N}0ulwwKbR#g!KSP+rDfB>+7
zS-sh4mV91m>4onm0$5#oxOYb|m;j|09Eli!RTk&ED<+Y1Ml}roY<6(7y)D1EnN|}*
za;iBo>ijvxSl8LQ4Alt$=6qIhLQWo}`0F)#&x#Y9h544IBS2BS+*5_Ide{6*pG-<Q
zw>PP_!{O;Q7f*vZn<1N6D3$Ec<&Mft^UQhUpOJ0LJ(9&YN?+stVAKguic2U*DOQ~`
z&cGQ02FOl<G<IMoq`#Ti6;j)#rc43~8wg}l?;`4r&d956s5K+%YniDQUU<ft;dE3O
z9E~FwYSyP~SrO&2s$;pEShV;d1hj_dpxC=O!RDsqK2ktM`(6}P*IR3EBPqDCtbJA-
zjA&?)wf^h$r2CI<$M7C66P8)Tb9Esh(Q`_}=&@PpyBr@=j9k$-JH^fzBY0pvU`u<M
zm}*Z#M#jRX;$LVM&YW9lOA(;Vi(RD~+;g1leGke*Nvj6qL(xSk299vK)llhTV6cVA
z%RtHi+_qPcL)sv0vH)Njpx-E$j?FLNFiUuNK*Xk*VKwv%!Ic8UdQ|{LfYLnyn^s8&
z03VT&K(BQH<{!ekBb@x@JA-V(*JF#ZB5vrjWXGIauEL4h_cZ)ie&}mYyU@znuh_L=
z9R$@lHDt9qFq5Q(7&%rVf<oL!2XaaAf5NOVj03CZsC>gHmy%$*@fIzi)-e{e+{4C;
z1x=D87Ju&LB>;Hw;>IG}YK(5O$a{|g8lTNwO<L>&-NF2bVQV(4yy%&mEk~z0Qf`4b
z%v2TyhUAp#8gOb;@Xb<29X+RA&bNNbDWWK$_3O!Z3zljT{~y&)L*^wK_kZhsyS{91
zU%GloXM#x;XKrAGOt=Q2DLk#@y&L-xoeR}em_*I!%vf5Ci6`7;V@nom-H~_jc%d==
zlv*^n^(&egAZJcD0;39W3)Am*tq{0ujpIV-K#HIl$ViDyH`1H49o?O+W<$yV@Mr>;
z5gdTwcS}8kgEAoa#chASM}3@}f?{NPdh5a6z#wgvx2GkHl2B~p6AD|A5Nb=qcSk3$
zG*q4QG1mn9x2-x^j3Z+zqOhY+uRqHq8xg9InP2UVG|QggY)=Xe`m)QMm~hV--`%r{
zHr*?1SMEhtcU$Q=BP9v_+lAh0W4-K)3i~b>V^OiE-R2D7NCvoj26cVxK^1F!I<-hx
zsfrQ0?l<j=`{@4XC`Q^{UQCUJosf5#;NHf^n7WRVsFw6M=QOEU;#p9=b=xECsuuo9
z`1soCx+Gk_uuU#LE_*ySx{cvtX%_eHi(5<sqtwQW4>ILM^}d&;AF#%T;?P)NQgL#l
zOB12iP%VPd0eEB2*LX)+^<SZ^sf{o*kJ{QYxJcoh_SC90);pr=)Kp4rK)*#OqKACW
z`H)%;d@e*>wuX^K+;(3}N+RE%NIZ;<RO;#KB8VYopq4-?S~oEYn1lZtxEEw(d@?aH
z@iVtd4NynH<Z=<&yG#iCGK=(htwYuI4;5Dtf-mwX20rHyY={;YPe?<E>6oz7g}Ha>
zr#P7RCZt+VuDj=B!Xs9|ak&z*L2OYJO_cj?WE3=v?<hVV;niDy-|Vtjk9=-3{i%$#
z<@XF{4=;}9O_E1dQR@@U>}Yj%kFd1rQXLPd-|Hnoq#8}BzuT%}4*sPdZ7o?N=uTpY
z;&56t>+!3JLpY%o#Ej0(;b8aW#!en}Y_|FL#NXDtlC4l9-)ddt6#2fRnXWgNfJTh0
zb8?W}y2fB>pDOT9U#VOD8MGqZV*Lx9?=#0C`AVfz+csEFyRM8*r;KIzg1a4Yytld}
z&RWHXx;^&48{|?j>LI)T8p-bz6v_cXl#qmE6{OYuQ3a?fV3Okk53uJFFc5$Qq{dP@
zIy&7$fT^h35~l@1mq2_T`c*x<6x}cDHl@JWOgU{nq?}K25ln0A5g^iGAvr(QzkBVe
zMhKCP9Hci7gQGZ5@t#xjTj7<Why;1GotqTj{=<Hx<mCd@*Tkzab2#mc=A@hFM#=L;
zK@&eCoqW+RJhVw114f;g92b;I{=7V!WE=+*-9?<2Su6U(Fm0^HP`S79be$A>eqK_!
zazav@Kl*PI%I(XKsjj_VW0+(+uLwLJ6@-QsS2wQRwbOMuirP_f5Pj=zG<z~XKVR$0
z88T>qN49L<9}><pIxF!UhE_v)&G}bIS>H#hwChAyO^+IkKSX>IunuO6XV(cp>}T0D
zi&`9N7lM!<p&ElYnmRy%25u{?cOY|UbLA_pcncsdBhrK(HuLlI!Or)Ml9H02#@=}T
zhxv<+&d%qYoXQQ9%FEKC(Os%*S;jhsQsprFWc}`<1GE4VjA*R-fuWv8r%no7Wbyay
z=>wf1B>q+_>LD6&Si#kh=y$Az)K#B<sOnZ_Wmc&A@S8ZE-97Ik>K!Rp6e$;AV)rGg
zoHr-O(xfUL=KO~0C)PD+GSk%lY00QJFfv$Ow;uUCaMOHlUN9*AzHRV8X3|sfUemI<
zn==>`x9;;~f5i<xo$zk|qM|!Gar0d|YN5aXQZvao0kh3<aYP_Ub4lLLMF3azL7oVc
zpx&Rp_>PA9S~;l?SI2!qe!4w^t@Sa2{|xvNJRlZ`Qt0zz#3BJ`*1#4@#klt;3j~z@
z0)Ls2q5@X#cSMH$T#Z9_Z!hNMO_@nMpmw7n^uFK+$q&J81v&u_50BoRb;3pSi~-!8
zEcEpP!sxyn8!R#|i*H+j^F?X1;LP?3)HdC%&W2U4&HB&8Zau=R6S^yZYCD@iue9=}
zb!IpWHBAPEc`Xde9M62|Vk2i6x3V#)b)kP_*y2Sr4S6)eC<@a+Q7v(=>qKkW!5k8=
zs2N#E{Al`apx$q27oVlD;`0f<bgZiZT;A7&nIcs?s<?YF;XS)v)>s|8atTExod}v#
z)PkZQ3X*=(-^ULl52IB5SI^aOqiJz9Fk><LAV)2UK9I_yH~DQ;oYIR*`hVWow)i1K
zZjZVUnM{aqNFbadxpy!zd9GQaAA+!d1uSKsKb3&u-_g}Y&%%O%P~-sTsNrfmEe0kg
z)5S)Q?!LYg^^V*vbMEpW^6#d|_&j!9NZjauFn6*Dm3ZaaD%Pq={k5`&-82<ysiZqE
z&Zb?;k_$6pu>QNY8q%_g)b~+?(x`{sko`GhMOZc?Rkd!j6al`TkqHxKO?+Rm2tk68
zJnFm25E7;2sXux@+J$j+zr7fW(Q!WdT(*Rx%O#Xsjf=6DILG1^0+rVeBWaPqUuWrs
zUX%+rq0c)?syFdK5CxIb%vheH&rgH(bxWXwmJ~i^4_SvtO>#-aCtV#lok1^ar09av
zo^f1_YS$IyIV?3(`QD$T9|6k)S|%n`36R>!V>L**yz~czC?WZ!->xwur*i>j+r$0A
z!&4*(I1@c1Aov;(5a9Q%*06oQS!&ivJ&z<cjM7_)A~~`;J+1EAy{&*Y*?bstC`K03
zGoH788R<>{Y4K=TB;K>khhls1U0f+X$2$5RdL-j?8Uq8<0iMf_ZsO!x9+6~v*QGIq
zl5HBZIL$Cj!K;NxcI`sRo+GKbP^-H7<cix$(Wp`RXSCZ8)K*%P$%v-KuyNP?tM$33
zp+Rat3Ct-UDpnjyon)=)h7IFEQ)e-o<kcn8D>Qva51&e=1W>=g<kee4=@+`<c)Rd;
ziqN0iJ{ZisMAfm(DyE&GMB3%1Pa-LW{uA+t2*2?Gw<Z&Kfv64fJ}y#0=ra%!3J^#q
z%<*}eTj{n6I4k{zL*F6W@&35DJu1Q!eG;odJZUP`Hv<>huXw{6$csh2voAeqF{im3
zfSS55V3YsKJiUiNl+LV+gIO=WbjI848bdlZM%JWaPsxsi?|6Lnpbx!}W=5Qq*y;0a
z_u9@XhoRdYTTGK-7H36$C4@!ljl&RNFy7V|wfVXdC^-Hwo9=N{G<4!;CYtLJ%r;$>
zbd!06M9P-|^K~{;s>R#Z_(r!LtJ;{k&`YHJlhqbnPA8%>p<gcc>wtFdu+Zp^^=|{S
z5?f<OoTfP!eXS`@z7<vah}$}UA&N>XL)4t&1GlaeK8MxZd1*62uZR>_HnFHVRC7Mi
z&}g8*S)XZOao`221-kw~WutRAkDIrwaCOaWLjLlEdt5s8rH>T8bQcnW8_L)9J6JlP
zYBnaHTWW`{;#1|etwxObT&&`_VxO@}d-8GHzPMiP#_PPq`p5E}lgjcZ$S*`bGyN5;
z>X<9&CEb=`N-ox4mdb}tg6Rt(PG|=KrT#!ukniP^((dSY>=nNIY+=0{lVveL{)FU<
z`+<DH2M!%s{K*5QB?`@$DS#2){VAXPzRvtM%z8js>9wN_$#MpAT%J!(@SpHrFK^Al
zz~BkR4Kc^6T7#Q!6~QNP+^faok3&xwog5|Y@F(8)e!RQs%;~E;C|!??Q57k+Q);((
zaH=$5;0uYB8ep>Q#frYMm)`Un6OC0an=}9}_01u!*eK}r{RKtQBVJ~&>)sdSg~&MD
z?&2NsK%ZCkIaRzLBUYRhSz7oqN)ta=5l|M%Wpvy5em*)S@`2AIW6z>9t9tl0BF*<n
zq4&V<DVc$Y=e3*^p`CBYV)%0`JF{mvUF7Uf-ZL3s<G`f*uNO_cw<JYwRL0R4JdLd)
z3Pkmm8vfA}GH5(qDQeKY%hScak+Za$k;Z@d$X~qHyccUR&O|fm#j2L9?z;L7_whcF
zh3cyk2{`svtLSL$s6DB+p&K?R0AbYkvlc}c%$63jeJPRkwoP4j!SCMxtj?ZS<Zfth
zyUfX7B>Z$|&enrI4m+Bm6dF(R3wLPM4%ZZrE`EvPJB2O`kSYhJ1h4a?<~^G>*W*Zy
zi2#%*wUf7&_c@H^r7AE!K`Ou0v$q}OXFKVqAKV_pg|~Bh9`nT{xz}dpJ><Vs<yZ1?
z1*C~a7Qde%qJaq(aeA*9DZ&Kv2OvX*A|AGXwG=}bR^0yCDl&46^M1FDb{8qN(0c=T
z+nxUyK0*HmHe?8EumV_8UF0r#PXPvptMg`xT||cHjimY2rj~0+6UI24?dDA0SXxBc
zTEKC4uK9I#zURH%j&qPb>QnXpd5TwD5~V~&n$dxzWr4!BTpnUj)!>190O%jcq47k{
z>}4w>Qi2Aeh4Wykq`bK+H)d&4uzY&9`JG;cTn_Tj)>=06_fMgp5k9Yub!&*Kpc^Ks
z$^i&)HClD~J$LGhxC(KI<Ey)h{ZRh&6tD=WQ!dRc=kR7%7`-VE%EzB(oqK0_UqNjB
zpJo+wmbqvC@YkGLi=+xLM=|zgBv$y<EtMYA^}UEt&h0QDUbjT_L-rC);r^A-Kjfuy
zHrN#vuff2-1_elF(HoDXwD8PNo7Lf#pdC);OvoN<M@Z#6E(AK+YLjRx*{iU)`EX82
zlAhQR=MnMcG<2z?!VvXSg}g~_4HUhzpw}+9!|+;yo$uECRTN#9<_0#rlKg^M*5;x(
zlLIs-aGaKw@yGdqC>np^CQd`0B0L<8OOGo^*HV1%;&{a>%#uKItSj?KSJjSwI8t=+
zc8k<9Y7kS8tRF+uDM$S85`U^9cP-_3X6MlYO9je^{4BmMCaJ2rcDp);eXYP_y5Y~a
zGwYu8CUHyT{`n2cRbLc}wd!=d<t)4})OBo;{&p72W(goq63POe9L*<ehni(juYOk=
z$gA2UnWaOvr`GcAk;sf)tx5Qr7Y?)dTZTe=irkWtry#R2ueewm5FWF_R)ayo!gzxM
z_Ep>$aO-QL%?f^0hl0`q8Gq|+GC^KKUV%fI!TSPR3hoATyWuys*VZ$43m66PlHMbR
zQO)HRn>6cn_e^Cse=K(Cr9F?2-e@7+koEPzleW4aome|x*?D*5`Om|`7k_ius-in2
z;5ia->!31gM%Os@9Fx<*To&=@ki5VW{yF{GNV#1tOjGDr<L9-#D&?wUm_zpOy-S<V
zw3H`{UR~FB8i<N6vTr3tsbQG8reqZrUT+CA>rH1^zIYXs*rLphY?&W<toJYfK_bcH
zbP{IEEMtsQ0LgIM&2SbR#OggApKN}%VDQC6G#_5*ijSk8(c}MV98?hh=NP7j`A*N}
zeN+v7o7|bd)(3BEX^zmcIg4**xxK7k4HkJyS>GC_B}NA@4b!CX4j(K@;Xg&&wqtxO
zp`Vu=7LBd{tTQA4-(iwj75eWnJ-+u}3!zM+>KAX!6PC}F;}YiM8J{&3V0(C&%HXSI
zRI)Rxtl_rp3E7m0yswqUlFfQAL?X}FjfV8og($jazMJ*Mh^2Q-YvH6$jNGYz!g{#o
zI22vbjjRG@XGmu4(bZV=pN}F}%NV=X&yIm-7VExhi=c3hCeCO59H>_pt??e(b3Lw!
z;Z6h58SId1Kq7bQH;@rAvhyPH(7B4tw0f^GM|+Dvn-Rq;%jR;5OobZLvtPYGdX4YJ
zN_}hn)Tu-_PvuON71<1v5)Io*hTe8M?l#={Fc0_cnm-L9sNI0N4yHV$r;ISZe)^4I
z#>dz@{ij9pA^j*?!A2U%dU!}po-|pNK~U^!_<Of0R^Af#@Q7RL=j4&E8dv5vC-*g7
zc0GIAB-!|oRHzU1jw(7|6Dg}b_Gnt-w@*E%Q7G}0AJiW47=O0lF`l|njcH{_rK?QO
zg&|$K@i*j@Zlxw>OGa5>Rz!W$Uvq;LDdWX!)}7y>HL0-oZlZx^w+43KoX!4KJ<xGz
zDY;Nr+XaJlPUyH2b8|o0EjK5@Yoc+>n8IeM`4c){t@q=Fyhl6Re7qrvTHaLB?5Kw2
zE4_5QzlvPP#0zXOYEjm*5TBEVe|5r)Llo_Nfw*lS*B3K}qzOwtrFTsUzWiFX;Mu7)
z5GFNR8^zcU9+{ulCiVa5y9?jG81AKfBo$XmKXlL)vQ(f|MxkQ9@btD&px}C-ukPg%
z<W)3{;d#==Z=#pDbad<kA(FrJx-MypJ`MaoWG|cB`?4bYeRw_RrWlosdXX;-Iu_>H
z>;An`iLb9S4z^1BVG-P6T8IxbW~*=<auf~^{7@NpnlklBe%?~ZiJ9YXGs>EjkJOHE
zR+P9{P@YYE+}t*zGD}teuk8S9s@#bG)&7?dxf&9-=zqN`C9IYOk=XN}7hO-R(={x)
zgrE0iT)*JPm(43`Hksh~Z~o%=N5dnJP(pxSK~^(EGltB(J{cf4XntO^ksdG$##ESm
z!(a3<fjdr}x>RNy5+_%kz|v3L<eV|_5bDqBOD!mX<%ngjo7A+m^Wy8fb%B^(tYR97
zD^~UrbYfGUk;rO0|DthGFvn;*9LYgU7SPZ|gYwG4C(|UWxGa~M)DU*+Ov0VjUHYN8
zSs_zV*icnkS$qxN&amDvy<;^rhO!Ub0|5F|ldfQ#o%}73na5$!K<InfPJ^iF%+Kqy
z>r^}j8NtCW<yp~qFFc<&xCM9cjFyQTB)SW2M@X(YnJMP|U@_D%od1z9^~O<H1Ug~;
zOsOhF)V5Ho6fSl#|5eM#n+U`WbRY<#z}xvRQ1x!jROap-G$qOogw;1eU)oE|hOF`6
zC%NyGvpk9(6Pfw2daT>g=c78M>%*(*C`@!bip8r{h0SZH37}zdF*jmhIMROYViUXC
z_LQtCQ|W~*;tRkBBVrtokw6?c!dn25aGRIceSTr6KHeCVKoV3FPC_ik<w#y)(a6oT
zYuy*(YV*TcDzNc1px-qUyYNCCx|LQ)hJ~oImo%NNCBK8r0V6b^q5)^d?gt%3MQkSJ
z)L`JbqUJj`Jsk|F@DG1>wzu`UtoT=@(_`(Pa8c4%udlXScVL;dMcNH;v<u6scPnsp
z>kIaRx#U0cxOyl_u~^0w!Bf?A**)N@YwhSL1Ef|hn=C9Wc_k$|_c;Iy0V~iwLX_X8
zI-bX<i}R#;3<(L-M_x)&J@#?U6X?r>D7YBZLh%rPr^e!czMv)anFG&%KDabb$OI^h
z!5Vh<;10rD<VbqPr25*1i7_s4@W~G{yS~+`KIdwpbzXS!R`WvnP*ogPcCgx-X*)_B
zxSU2J6uO{*f}EZ%?1~A>D&tH4RY~Eb?6f1;%KO#*xtNOHW_QG_4VL#K!SF}D<Im?{
ziC}#47R7tK<g)o6Pk+w9V}fu}9u$RmcI07l#UDvYA)sJ``Gf!<Pjo^;WWYdSs`W8t
zfgQ#BEAL0Vuuggn71juuOcUrELr=+#2GyYLS=8OaBL5+@HA@Dg*d2Mm&<FPe=vlsk
zL;AjZ<{}go35%G$rRicZ4B=LYh_OZtu<L8j{$FBxTNj%{>1arMg*hYE{Nxc#_8_C^
ze)j#iWq+doLG#U1pn+xpwhl*`G<WDJ0uGp%+{V$renkQm7d_BEh|}yn7UNeO(9zqa
zi`vIJ$hc_}*=jy~+Q8N5KX+$LiaH3acTQbyVD)nyBe_!}9<z;K|6gxQxL!^UzaB??
zxlCpVY8CXq8X~i*3RYs&m6esl@eeBhe$rCEz6f+5_FkrPF@m5ikSw++++}!=|L4C(
ztVKg>@@)R=HH5JE|I^Dre{e>Heq3rsM4uq+4!n+gn4>w>QcOW2%4MzZjbK)8E=Vd~
zUT|N+xrCXJLJ)tCj}N-Mgea!I!UKK;t}X5e*8v1E7>HMTdU_DKAix6a8C<st2k5nU
zye>ZhFb{!RApG+Xwhf1A0O|M*N|*}`u5W?X98uZ?r_Co`xuCjqb#=8hT~6<Lz8eC3
zL25z%H%*&PT;3+gSCUj#ehSRqqZ1Q@8yiLK=j%ou+!t`8e`jSq22VP!#BJFF-vY_<
z@}K*iKY(72a^E*Nc>b_Zc$Y!+GC`-w^Cd!Mll#l_KT<N_KEea2eW}1;WmMXZZ+vQs
zUQmz(G%Wl64&mt$#?>5*n3KR*mjU+Z+~B={=iT#=2Cj4&{ILa;%Z^&n02qG02l?xd
z)}|3C@YcqL1qdL^0sLaW*hq#z6+p7tdn2QRhe7%%(Ewo0exO}xi33WzPRDEV^R80{
z_kRQh1?fRLG$=^|L<bF#AZ!dO42T;|ubQ2g4MNXfu&_vacnBeUT@Va4M35M;;xj@T
zzI%pozB}`E%J2)0kdP2^`c5-Cjo^X{0U+_+J^+ya>S1HXhnv5I*R%sYv#f0R;b3FK
zl3q+~0l42q8t2b)B87v3-_^syD6mM&$stEf=(p(;<Kv`GPEK%8Wwjs;GPylTf8a+V
z{c^s0<ZHDGj|dvt<WmNHUsF*lt(-3IfW!?h2dCZI;RaYkklIZa9r<qdas2`RBI3T!
zkKN7<Jc5loIyy)}x&Qv45tNH$OiiHxSRq}+tl|OQ6{hTZHHsH+9|P>G(dq7NiXuhu
zqkto9PrwX>*aw+x3E?Rt(%eD!BwPz}U3{&{tCs_cwcfry9;X$l2P<F~0dn%_0A@qh
z8e<@$uCAT|1dAECK&yio(!Ml6%}4+SX5H0B%H2{Dcq`bmmw~EASwcMrfY7jzw*D_1
z=;>C}?ykMLr6nqGAASDzM@-Dh!{Ay^tSXT3)uP(0fteUypiu}qH3|&E1zfxgFp$BZ
zMRs@!TI$$*e{BbznM|WUK8Y{wh=C9d83Lo3g`Jz@fXeh&Am#8=e&YA@Cn2S<%ZoSJ
z4K-jkM@6!wN%So&DUkvGKacJgo4vod?9EO*P(_GxaBx7tBf#T%YK=`TO8VMPuL}+b
zbED8-n7Qxpb>D4@OzI=Fr?gyLxCxvFZ@|M;?zkX44_S?vuKk$4|DC(Sc7oLlIC4x^
zTB!^#ou;DGAl5+Os>1#0?`w4pjpd6!4`PTIA4*Zk@EGDriI7>v1VAtVAdUTSgP9t!
zf!+>`@wY(6itx5s29a0NHa0d{VXjI}x0g=+Kt2RI3=YOJ$-fo-G2o0d@$djzNGkN1
z0r-D?MHJ|dj*jry$!LIRn{EN-E(;<)0-!R=X~Kcy<KyUY+p}%<R)#cS1fo81zXgcV
zt1st8`^?|_0h5}>>kwJ|_VDfL{=(dYhpjE^f9n+wy(=WF?=0?>=#}m5*-^1c{Y=_}
zeuG7^zP=u^97y6K@huuG$>8xOM@ThBz&)+{xI_)mYlMv@;#WWo*lG@bh8P&jK@^`r
zRGrEYMll#$;PZlTD1tcjYAz-0Y;0PAu<!>E6C%czxrN2^moHyt;BIekgAwHDOM}QQ
z0qtI2U%x-FUuYl#9R@Dke7cWvfHcS-EN7-*lACUDWvi&DK)DyUpXLTQ+4BquFb{@<
z9D2Wd;3oXq?-&?gSb`Gr3P=;eR*{~40Y1js-hTY<nGBO+q95pCV<2X_e{gKRvg}WO
z+4u0!z(v;%#E+j&w^RW)!sCl_9dS+u4|v)%i*+r)N=ybY5$^k|AzyM_(L=vzfY?0)
zcKQ(@wTJ?Y{FmqZ3wB7{_oulMWQbpz@6Pqwxv?{|vO46Hl?6Z-i<tq{2OK20eV}J!
z>$A4DK9n#6U;!Ke0ui7KDM0)I9B{%vBBDv63)IGsQ<iSwa_`>p);P>rf^l{A0D~Ms
zA4GufN-087YzFK>;DCQ*3vL)0KoIW#Jb;dd|84ymAs@>`1_l@(K)B5TRM@T!@GOP`
z!fHYyA~MilGSbq4<-QL-nP8I!7z=RFow)7XE)r7scH_AwTg~VsQR3Hm<qmTKnNVok
z<>hKr1PE*(2aOa&Oi!di?l+QbwkF2Fng&3-Id~Klc3{)d28a$?Sz+Tjm!KIqNRkf=
zUk;jrOsaCWAS)rv;ot$K=j0qr<TeR#x;$L=vqBi4!oe!&0F>=Ba*B%lmP5ZBz;;0#
zr8>mX`VOf@yV<M$K?DZ}2aZSqbNM&g36`-;9`9?HOke`_SEwtJiZ4ew%@#lh6o|GV
z$SSKKpxmTH$>ju;R(rR`a-$H9L)-$y_ZrFbVT0A}oBFtm(YNnpe3qo(sgtp{FB&P-
z;xdDWlfi-E&aLl-t;8kh_W8=G|K0;wr$Ya)t%2tM*(Ln{|FZW1?d}Rcn#By05()gs
MODjv2yfF^=UvPW?{r~^~

literal 0
HcmV?d00001

diff --git a/_images/fbc1be428e2bd8977ac8a7fb1bc2c78f9efe6d3cd05826fb475d02673bae0e07.png b/_images/fbc1be428e2bd8977ac8a7fb1bc2c78f9efe6d3cd05826fb475d02673bae0e07.png
deleted file mode 100644
index c1be99c759d053691d2ce2690d83c2b6c15dd949..0000000000000000000000000000000000000000
GIT binary patch
literal 0
HcmV?d00001

literal 75940
zcmbrmWl$V#*DeZyKnU*c!QCAK!66Xb-QC?ixVr@p?lQQ$6WkqwyTfUo=Y4mb`p&6c
zyK4WKp=PH0?(TIjz1Fn|{UIX;{~6~q7#JA5gt)Lg7}$p~;8pYq3i!s0$hHmm!{sQV
z>Zo92?C7FrZv^&T&(YS>#?jJDpUBzB-oebqnuVT=o|%@&)X~w_ft!KB>VF+TZ)0!5
zKr92X2rL3)E3W1M28O8j{sR9kP-F%M4hAM6EU4(3ah&PmiZ=T=AdoKfIWQ*XD~kAs
zFG%k2ALP3~_!EgBL012O6jG>y6pk&`u3QV(1~m}EtcLxZF8Cbk{|7Q=jR%IW&6=x2
zK*pIv>azq9{P@1x?P4m6iShU`{U*<u=fsnFAkv2*p`0I-XrF_GVj0+t_`v@AF}F2O
zxc0w4*&!yFD*tm3aO|lc${29?KWFvv{m51O&-pn`(2}e)?<>83arZUU_`hpy5l~K*
z{d<v|A1e?oH3XeK5mTmL*x4~KF)>+jzN;aM{bvz7OrcM4@$nZI7hV12Z>}{cV`So%
zmbC5d?M8fX|LdYno)66R7W3mSEx_+T!^2^TIs!|SN|P>3|9g3t_=JSO%F0T$#@&$j
zV}|17>dlqN($N3Cy<w)in(2~I-~W^6a7!D(B8GHtBM9jFG54*wYGG+f-^8S7`jP6N
zi%~Kqn9_f%si^_(gOrZ0yeve1)6Utse|b4wGLbs*=EuLc#2ZLCr74OPDLS4l5M5qQ
z$Is8NSfVH)A{p+7<X=`sYrWPw^l-IbtkdD`7drHx+YAdp88Z@AR>ly`L)OvJ$;iwc
zapy$Gp`f5RJ~;uoUXZA%sc~|1C*8#S=OTu`V>Geza&r-(Zn&uby*-J9>HmuU|GRZ^
zU%GpG?Ck6WE9cXf<>lq88XJo&<|~xFfHfvfSu^-NlDM7z{+cocK5+8z%#^9IV9=`m
z7|v7qR~sk^fGrOTR4yeWBMUk>Fm+hIJz2iEywsn_;xjZfOj#x+CB3-1A|)aM^F`#p
z_ibw8jKbsUhGl5&T&Ol!tkU~dtP}9BDv8L+<*Lbj@%Q&Xzr7`=rXF6wKu7QM1&8>p
z(MaFoa@JrzZ(hIW1Sm{vYwK^7N`jdp*@4y7OgfE*guV0s3M>d^Y!{N4h^^jITL{gn
zOuam5a8Ufp-O%uhR*N&)moL35Sy@@*S$rO4!nH7YQ-hTquacggt<<8q{|G5p=+`A{
zGV1j7FUiCjE*HtqiWQpoufQtB3Pri|M-sBK`<;Fefq{X)W)43gB0}rVS7;d;8>@%z
z9nKW7IP6I?v#?AZ-88kduo#b~KznihN5K&B(9M+5QY*At;?mNF+r6F^+P!$-aacQN
zX5wRFkZLQrsHwx;Z~kuX@0+YK(9%W(KqJ;zEweAxTMT4yIedbHqwS%Q`;W}=sHZh$
zY@L&k*K4?4<bdDuollm8MMY5v31!8_KY;<Nb^rKS<FGG7LP~l#SDrrWO+Y{Z2?d3M
zg*AA&J7P9hhTYZG#cI8BFQ^svAL)nw5_aGc%%e&Z$t{~QuNM{(K?asnRZRi4NhQ-;
zE>!uodE7DUbq9Lh-QC<69ZcqorZ5G}mZ~K8$NX3Lku@fiVL{5JMgvj!c)YHYcxF(a
zU|@(zNB{*d<D~%KGaOE!D${D2qxQ=D&t=_&LybkMC(Y~gi;7UOu*ApG*v3wXiHW~Z
zP^2r&pbKyJM;<QLQq&rcQ6FyptI<DJFpa3w1YYkAmKv<W0pn*g|Fdyel)bkz6o0p3
z^KiM#YPo<UCMK4~X3_t6b5z~{OPs=Hfw8u>#>vGsl_!QMlg)26yFZ@E!~6DprC6?>
zXg*tVaXG>eZ=YOzKbiB*@pJ_nIN#IDE0xdV_C@FVn@}dV6Oxea^SxcEvyYEYAW{aW
zU3bY#cMz;}CO6x>9lP~P%F&a;e>TV_q1g0wJ6a%x)eHsDT;q`>x&udU_uFF$b93|d
zr{fh+{C<{4RI-kDDg-pb`SpzK74UM{8ANu-UaU2_>ciAQA|QCz(%+gO<~H}6niA!^
z=c@^a>jSw4%f;?yr=$C;2?1;l>kKy!d3hAzCVSV{vr|&A_#bvq*F4Vn_Qujxm<fab
z6>?DSN-lEl?*cl>sB{h+`8-kh*ZXb6X2-)glkA*tA@3RqtT<|QvfNl?G?Ek;5<(i-
zIWQ2yvE~}UvF?fL+uJK_K36srM<#{EZizJzO;}{N-G98?7`?Hf`&E?p>H4rIkw)eG
z;zI9q1=M;q&ZF7lJf`WpUEa8+KU<;%%KiNi3%KLbQku}vP(a?Z<{F}+Q2P_vMb@j$
zfd9gHsFhdE<Cp!{zxU-3wI#*dC-RXpF(HGwxZHU@9WT{~&+GWCmXxbhYL}_kfA+oF
zpKv%?VspPf&|5qG`&Y8X`DCHq0<$L=-T*L3#Zu)l+7xi$SHH+ec#qp-y^T)4_eJQn
znpKs`j%G_S-ySA>env+RjE$WLYS#QCs9g-=PF=7z0>|cOod>Il(ZCTG>$n&<+(`1L
zUpRiE5NXFoG1&Q#AJUKc3!Ng#2kZ$>3>ii;Pt_+tmZWzbPYa+&qv!$FsEij@9O4OL
z+7~cZc9#JHx_QI)_KbmP)jO7KDv#L|mL#ej??Q57+_J}^#*C4<0meR2kticnw;L9m
zkD?Jofh*9YPywB$Xjl;+@)-45{ku$ii6BJ-Iw@;(poo`&FQ<OW84}83)!w0hnsFv(
z#OeA8o+qdb+b|?uApaL1Z~F8{UJZqg_Y1=?>aHj&Zlq|TOr|7YlV(eGX6-M46EbGI
zfcs@UmiE3+t*d{Oe`MpZnX6hg*4Fl{uCA8It~NV4;P=$gF-&Eorb-wa7rOCLQBl3Y
z0y#j~=U^oN0<k3fE#=Lu2EMRQerRaH$1bFc{+-jt^?a39ZpZQa?FEj<`Z-MgPiE&)
z;CHoLfw@Al&<%?W9z-qN_GFpxI=R9QS<-2&p`>C_RR#l5H3X8?5BJ;AZf`GlBkov$
z)4b@Em@i;)A2aplzEn^{6akkHObZMalFJ%GFkbgsH~c&Y8>z(MAoh)`b&47@*X?p=
zXm7|B$O-7HDwC5j=PPv@&0D-*xV5#l_f85MGN>jhbUI`JLmcz6UTM;Ef@{;B$mDS;
zi;ACjv(MVL2E4VN5x#_^WcU1hW9JdzYQrvNEbVD!->zAo^zZa6{xF_5K_j@Q^Af_Q
zXA`7nlbA5<m`+?I!G3So_}s|1AA5G=a~i-q-!@(}bXqwyB^PgyXVzlGRe8cS@1VKA
zN|7|NImTDkj(c@SR3@tPXJXhek!bm^?c!`Fj4VX5R^(m)*I%N8q~LyzPC8PLY|D^<
z$ST_O-gr^NMuWDo=|ZY=tV^wxZLE*c+o!MW9|^w2pD{J<*RSv)$Zc>E^wzJOF<Bxh
zznt<1e<v7dN)NB7>OpLH>O%10R3~*I%>HuV3B#?;;Df$CtjG#W?7Ew%q6)GnlarGJ
z9V59-<$Qx~uwFG!Y_|kt<ajU%?hCktt=-+expIv$5-uvLP{7Hg(EM>anDh$_gw)s9
zH=QYj2U~8i>M>=VuF&Ff$aYzCgU*x*X=`hH;1v`Ue0WU7$HTL=wWXXhc~9<kV>9>f
zX6`~>dvPnak_z?uCj2Wft&?u5&~|-kl=SpyR3~vNn$(x-_w_X4;CK-bf<0DU(So4e
z%Af_^aAhC5fBS6{ERrnheBPCswZDUH{+P)iR3s%&J0CfLv7$7h^BW{Ba+NO;e}6GR
zsMhArMo&*~EKm(N9T^!Ju-5BosXrx3;n4!GSTRaFLPA3KXFhKu3bK5CvH~x{j*fL)
z=ozAUdVl{Ed){w`{HfH*1_W?<+H$tFz1=e-D**pBPc+i?a)<(($C-9>a}#jr<g!_#
zReC*u-vigZKi_P9dwptsz8sOx=FbH5`ut%(o5f^2L;f`ZNW^llxxDeZG2Xf#B^gML
zSxj9~=jhQ74m+FWZ1lHvqciarmW(@&S@)cHctF+`&<*UmCY9B7%j$Cuw_|Q)nmIFZ
znhXUF*l;l!a4?}bC@72_Tc~VbdiPajt1Kr*nFk8Nk9MEu*nBP6Y)heLS6CHGp{%V3
zU0fnHozWE=WqVg$!%I>dtHL`%o7_<CwlP+kLpLAkBId32vmH@+0>=O1LBU&o4*bbp
zRRNAwi#o3?8-V%Ru>YXIR&22ya9-9`PLO5TJV!Ls7cY$~=Eyxb92XB&>xeTF*hPDE
zL%XWA?DT8KY;br{N4CPEBm1UhJJ)4ov-P&p5b^eQ@J<p3q&ZY$sWarBZq^nDvDeP^
zq{4i1_G_qq)v-e8<*5lb6XA5lPor_;*6P9gPO6CJ9*YQidsFY_@;ZS55wT`PYtg2u
zJF0HmQkHK#>d*EHlj?j&RbQ~O%*}yj0aGRoN1;KY=%1>}q`QY<z3w1p^f8D1@sGdW
zli8DSOa|kf!B{ZOW=9xYTq*9u0YaY)LZ9bYpcuNmUA9r^@b*$JS2tpFvjse4eqkZA
z^$I5n3d+HsVpLoX>pDr1+a5##Mz>4DW|y-lAfin0Ucu>jUIe+d0O|$ARO9J<i8`|x
zC`3d=z^fW1j=a}I1mw)j8}mBE`dPX>ghCu@<+bzJ_j*QT$J%e06>qMQ!3{<R`D0u|
z6=gcu*fA-eBqS~qGc4T-3WX%YJY}WgE3dD&v}z+G(WDBKGc$Mhdiq7%)0rg}bbH5K
zaYIH`GZeOMzyIv}Mi^4WAC(rYYL2yi&fG7rpxNVB<~iZk$k-Hs3$4ZbP?(stuCBB1
z%qB$_RD!9#fy5HGv(0b;TFadHjysNV<{lmp3D3!;)`5qArNdyVq4&hixuQ{;^jWBL
zEZz1{{<X5DtnguL_oKJ>LkBN!89g@{O^{ZyOZE0NLW9m@;_AM0d`07H4$mUjRJ*eW
z_mfj$t&hplytQniq!Pgn#gCGNQr<B{TxwZ|!yF*U=iX;<f?w_TaIANp^g3oh@rt?E
z&VorV!e@V}>+!xo8Rua&T;pwWt+os_uV&#=v}MJ**dgcd-TIEV)|;B_(BOs|!uRMw
z$e6C7NP$6kwN_{}^Q07sX$LMg`H>+Q%A%{EXdr%5v|yXmmY*LXBwsYC2>xR$9-gGk
zs4)*Eq0IEm=H>45$BW&OON3KxP999!pBD2;I`ZHv;%&qqFZ)i8n_2@P?4TJx1t<}^
zP`GeEIK`1HR<e}0X&BgOymtKhoLZzN_X>lENC9N(_xG;H$2$`gWMm&XI5@bSkHr-g
z6F@eKifBOD062ijHV+qi?bc7e@$snO;Na4!%t1^B{Rw?WlxWessj18*yfy^S7h=u^
ziK?yrj$3K-ZpU!vv&KCAd{<07OYQw{Yt=@xC6^4E-$}**4WNDSBok64nd8cv>l4h2
z<?fkcYV0i4RQsDSoVYvEC(^D`Vu+oW+3zd$2wzgzFULlPk(|J(8D~(OfhV?`&q+<u
zzm<U%qOiqg84*Ni7#vOkGrp$Tc(YkEo*qxdpCNVEfHF9LP67*EqUhHjnWM&Hx`YN*
z?~8L&QN8s{g7LyfsMY=P%8uv3iKOm3WdJT>|CG!}ic{P?CYOZ!Es>*}^q>@hUsJw~
zE?v0`t8L;rcEphTsN=OSTh0wSag_><vb%rx&;HsV54~oZ9ZVtNeow_nr<Vf&1~iy*
zWhqI?&r?%VbvEk+zCb>@4MZRy4IUgEWE6A%AGKt)!9ZM6Qa@18yu0Lj^VwXNvo#}U
zzR!Jm{lyCMlniPlCy_*by9zJtC^NQ1)iT&k1wEJFBE>z7KUyWTeKAfmdduR=QDG>1
z86~@~sjgNf-l}cuxVV_kb=!|>g_;>LoRAi$Tr*K92ul>H?KDC}v~?O23pu#CjCIw-
z>+M(X*w<|LZaa4&#)1Fyo47AF8nJsMT~URQ{;-uRb!V&#m;adeY)r?*JT6NUCeGoE
z0P7Q-dZ)rzj++DM_>7?uJ1BO2;$>Wg3At>s8mdiBw5*g%dAnebfvIAQGwqM5d@JIu
z92woon%ov%J^p2Zz0rfnF2zra**F)2JHIZ|jloD#W4~6w4)x;=9BwSs^QbaCd8QV1
zMB}`)2+QI0-iveLA3u<Q(g!H$Qbim9t%QJr(*?rz@mkyRu^fj;+V`fWrj(hR??BW7
zYL8l@5ext&2}2=gK~=5@{P}6{g7N24z24}EKetRJBh!P$^fB>4Lojyoy5UY&G^j?<
zJsBT=vky~m7|ql^yLm`AM*nW_JC$vvRxRzm=LAR-OUsUfo&86fyLC=_Hqz~R%)A;A
zcP5^#CLZ3<H^}rgo0Y-X{c<FTa<v)S;EUS^?b{3Dnbq`d7xT+IIUWRj|8F51XY~)z
z#9CT(xlL{jU#*uE%`00#S@xNI(3mVfZ=U0Q*({ANzgPVx*>m8`m?2F(_Pe!4@&czQ
zZQMU!qO3PNoo$=4Ube8qY_#^;)te)(e9g?6AmV0U!jo8YbE61N4OR9!wmOEng(<An
zF#*gyH%~`wCG)a!;hFNEviOsmf;tA^C{EV%0H}kRIj(Wd9X1Ae*KDRxj}hx<L_|Ii
zXMhT})?|V}G@2mO!UupBh7)N*qoW(C6)J#OKwBg$Re8D9m-N<QW%)~%5Q_sL%hEY$
zk<i&B|BR|CWIS0j^vwvBG~V#<cN?1&Rv4jg1;0nbudiE!ti6Tq$1}T+hB7$0)rGAE
zr*srF>dhBZp+0{zE);>=C-eV)7UZUA-94u)Q#Sk!QlozMw;sW7q)XNigsyd;o*aSQ
z%TQEiSFiVN=xDG1YCZMA(+l=B-5O1lWI_xD8MUhfwR95OXb(~aT1DIPm1KJ<B2R71
zIH+STB=*lA|94LrG{PxYFx-~cTcA5EGbpaRzni%jf7?)d_LrX-e$FLNiCSsXZhc_P
zd#9m(sRXyM<wq_kBPNOb%_{LD6_uM9(dD<&S!Sodir4OZhlhuFoVLCI?%~Ld52R9H
z@0Ho;sC23L)%D>_DwhL!YHI4ijr+>#YGRREj%%l(QCEo)b4jaJdO@2qo$G_q!{rrv
zK10^TU?cgJ0qFyw&k<kr)qG(&R%BG2`NzsOsBa<aS&!u8-8LOvOZB#U5h8F!g?j|w
z^lTkyTH(8AYE6CeMhy+cnKH6JvD2k{QU`U7%Y<z{3s)Vk_T+t?&58vdi0aDuzW9NQ
z$3H{Ic6yA?<+@1%75kc!mP5g&W@iIs?<9L5mB(cC<ixz56mWzS>~2ZJiNiXAq0muN
zls=d)u$vj)TRbkOUU;~;4~V5i40i1VS#f0ST*@*FBN#&=6@)@7iQ<)_yEw*vD~la0
zV;1ZK<Ao81ddf*?LdC^N$pHbZE6Jqqe)0c>8v!M2kzfFntGhdppLGA0%L7~^(f`1X
zVoAkNFfqkcRk2VhWWF#mR>4&Y=eW9ZI`pF`v40e1!#P;h5Dj~}j&+YNRRJyeKu)+?
z8Of4XvH1@?s^R@~%La$YS3O-(JM}ohDbuDa$6s#PB~-0#WOx^y!nj0p<%YWZW7|u2
zb@lYKrt0wtEJj!1-QU>)Rq8K7owKDFa+WBA6ta7K;8Xoj{{Hr2(H67RS+^)cNKV9I
zKT|#_<LT%{QMV}CZwBo#AT5z6U})2Yd2d`wOG<XhZPBQF#w2rgqEkhBx;K2wqt*bx
zmS(Tv;pmJRa|4n|zDep@kzXD}Y2B~C;h-$!JQ_RcBsH{8-1sD6V5)E96Cs9QmzBYo
z)nnr9&%DW;PIHj}Sm|V`J~SfY3qOArpmkuLo}T9bh6Nx%0BSZ}uEA0I!pqAG0BL}*
zVs=N8-(gPwfB-Yi@zXEpVPQhRj?`c6b)9u+EO~j-${G2*9g7l+-#=?a`LL&&WJ_#@
z(Qp>>=mBMQk2`-Cjey`+una!fx0gz^;TC5#4JsV=KtBke!m=RNtp5w~xv-!RgBCE_
z(9k>nBpB!re~~IPjhnxBUdV@sw%5PwIr$wa-+mRewA3?NuW3Tf)mV6}Vm3}&UyOCx
zq%`_uDa{2m@LOTe8{_q)A(W;(*uz6T@KB1QVeT0Z%_*lnUZM83x6898f4dgtgRaD9
zeTsF_T<RKQwK$4_XRrIMo-IQkd3cN^Op)H~YNF&%Q*3*Qk^l08lgYxIMq0fE+ONEv
zY&XK=;YyZfN>gUiH0<HNIs$;`{{Jz-w2`F!pvp>yZy^Xq{Snw@+HK9O!DT;q0r1!&
zlzP31c$pQ)^-|(c>2!IX8_e0&fi`$*oAc}vm!TEREU}ZToxXBzt@k?f24oA~{-XSO
zw<n~0Vz!|iZ5RSta!QjnF8+)zczeq*F{XR#K(z|6*A@`p`M|c2xYW_=)V4y=rA)A%
z1&u&U%LzI^Kccg#(5D8SB^hC9$PT=xAld+0UHJle^emfO-gmcF?{Wm~(j7-cRje!M
zd1JmNH`G$BOy?sAgkw7P0(`RZVQOVGb~?IPzAfhE6aB?g&v-5R(EKH}w@JL~$<r{}
zZ>xtWj!l-mY*$}wFT1n@L=7^fnD#FNOac3#P%^j_{STfApc^omGA2>1?`ZLR=>T*H
z%AQBvn2d(e(%7ve9UWN#43><~Feq0jZ$>S5SffF8sjZDpZkOAM_5=!|OpBEBcCIl(
zfGy~JJhXL2%i7{}CBVl?Q)VaFyv`bae?sH7wmwl-1R5c*C_AaEi5FSubB4cgl^KXK
zdMYFH>;&`nmY%KBR2>J8D~`uKLr0wlF?wZcTQu@>Z0a_DQ@r;8o)W*^Q6Q+T-o-*_
zIq*_*X5ZG%mI?%phSAo(L3z;^9^?_GYvOW7X$St1`m#^gmGL&<dFeCht>3cDc`~8p
zUBJmJk^=0t%i?xv!MA~t$%kCDp|0u;-I^y(ZlT2CAKT!t>Lw-+SowJ2OL6~|3=k)0
z0N@`$6wRy=0eF~;YcV6Of(VDhS{mpYqyk9o(R?MtAu$aadfe5%k)qoai4>b=r0AX$
z0(?-rEX?uL5F8Q*i#RBAh(W-x#%$B5e_(9OspTXB8&ZHZ`N=ubD=t_7-biVhfiq@k
z#!!BdKAs#Ln-ym8%OnRXMY=R+3``5luEFA{^wE5|hWs-c*{*CN_1!J3hsOvtk<oc}
z4U&9gYGC!@%k^Pvt=Gb$1e2%B^}+~^$Gyw^vy5BSE^?5}fR02+Xj8S{E)35Q+H{_V
z+IFWy;xei_2)2ve8_CL-Z#~g!%&twF9|h!IZ<}bivU-Kt!)89XE-xx-9h;T`=W!=w
zXm|l>ZD)^*0nNih!{k2IlXb$+?d)1uy~-A9ATtDVE-tVus5L;!)JmHiY9sqz%F$gI
zCS@IabgUUz#}t;EJ8YUvR1)F*URH?|>oclC8fxcW@-Igmrmi%_4b{V@=J%Uyi9;b6
zZds;>dhAMT9<x->?k;c;Rw()TebZ~K%s9WBb;lxn@f8RkPAoUMcXJh&3T$cdtW^Fk
z8ibE0Df??RFPeYktE9hQ!WW2Q38?9K`23<_tA-tKr5d&k#UbDLHgISFvM@3DssP2-
zv5mjkf`K#z6*XH`*BB8niG}5jRgx5UOM}tSaOtx7m%6XAwl*SSX?a8~Mrd%|QJbW(
z?y@HBIgU(Mkdd3mj&`#Sgm!Zqz6{E6<eEpqac8X?w%k1Xt8*{m5k`_XY)XR`76MJ2
zPgn&RWFET|rr`pLSpd^sWT1iT<g@G$WnCcRJoxyM9WYYygKaf<QDC0<K8&KM4d3?8
zxpQm;9G3!G3f~kO`e=UD%GsIO|L$sHF5X|-e{ZV~`Vl+fi}Tm|W0f36u*1bl=pa#r
zgPNb+bHQ3{PNNnvz04hk%$7!FBWgB1RZV{bwQq8*N@&ukohOS^3NQ%`Lk9vO!;5y$
z^{~O&eUhN04*Q>oE7f-qC3m>F`KyZX)q-jD^$ixh_0W0fPc|w?eC#Mz-Hm?(9{JL`
zZ@WGEs_AUIu5=awC^#d!e}2_P6SXc}O*j&&*!N6*Oqma#+CM$n&56z~CCt;<t+@G-
z^iNOqQnZr6Bi7t}Vwn0!mehwetvhtwa|!+yA)|d~FslQf(|w7Ur||eI8KxM)JohiJ
zX>bOgBQGa*1j{gc-8Bw`W4<qU*u9_mx4)Ofc3uWM^9qOuRKy`X<wNmWbR=O2u>YDh
z5E)J~)?4T2>N(#K1f3q!k_HsWiM7P&(<|7FL@qb<uGW#AHq)t8F52HT)0w5Z^+j0~
zZ<$M3322x<Ez7q=(Y-oZU0l@ntyL%VYkrbTiiz#K3u!me9_2+?uNs}SRL;ZBu@Z92
zd4O%=P6~iSq@rSGTS%g-a;q)tkNe(?PkX#Ih`wHeb#j7y>kPazDcAIv+JscapNaBl
zT(wly_L!QGE?Zh5J2zliS<y1!!jrUIyR7BXVCRXCYEa@tV4+50p-PI|;zSx^*G}Tz
z97MWDY^}-SMPP-7h7*(12Q%DxtNH6F_T>WU|9g*EgiG)fmVoxFNpi9)UCzJ=VxVN=
zDcuiPD)loDAD$L{kpg<{z>l!Hn?h!Y>{EFm*VK1sHdM6wTjTg#$mgY%`Fv=d>74CG
zkS}WCVB}7hn{V#DA12#H5xrrbuw6_Vx4gzBB+kcq&Tr-~@3!`!YE60$rur1u@1mzD
zz1FzA27KP&_w9=cKJJ(-<cIb-tmJ-VwIDCA-bE&c^r$=~BO&+Cj(Qeu)(&pWJkG#c
za-`f=kIwTtxixzFy{7960iFMKtrgq(v~JwP(g5OQsk+{TXgiaXE8hEKlh`mbX-w*i
z{7xtoJUb5Vl~f+c;-%sQy+PJl<Cn)n>Gm(6?|<<d1(g(CRj;a^j_|{5mte^+W)#c2
zaBYUtzaqk&{gFv9##veNAyL>6ZnIBZZYX=Beq>Vi>M0*5t{`;IsZV?3ElmbuF1|1B
z*dh5!SWz$)&Ep+gh0BQuf4aX>NnsW-?gVq){FvGaLYp;~kMnHKX0hno?0KNrKEJ5W
zN|*<p*YpRqQrKB~{^%EP&T9x{Cgf+Y7aIo;)Cuyv-!<t9Og7#GkjeCFBtso<Sv(Jp
ztId<8nAgWcW6oo)1{2VpE(bi~(1e(T!K?)SnUPu#NJf3fd4k_8C24`odrNmk5J8it
zvmjpz#9yLLUvGLelQdw?C#sR%@TXFnPy=^aD4V9zdw4>V|DE9As`&6=^03yz(R!!d
zrLR2J-_Ag<RU@4E9S7}~hs&Y6>*L{yoDs2Z50vYhS1J+_g?2BKEK8QRK0KHTfyH<&
zgXx0PK2ZaXM*G3bN7Q8*+BIDUP2ZvTf@bLAt^M&t;&YU4(*#h_naoiV3%a%p9-iSf
zr-^x^@z@StZ&)Cb|G|POi9U&{yCIbsH`mly*PNe8I<J&z`VWFTuU1RQ_#yjhw_3Cj
zE?P`q>BG4;9^Q*U>0J~gUnGB<*VkZ<4x5RS>t)kP#^RGNud^>YicXZGpPQKbby;l>
z9*G^O{^BP)BPFAl%!&mB7qX?LQ5-v69toe6JnWh&DmuP%KL|tueRoH8fhK8>L3HAY
zD}m6pJC!>r$xh4A$<`)#o@m!X^^Xqk(--UYV3+kELZ8vhnz<pl^K1+O=F>qM&iwv>
zHa?#T9I>}y3y|YJ$}C=KwdbI{`yZO%&e_8apSO69A7*CEygUZMo_w7VtS~Ul>KO_|
zg!~yk`hiRJ4#^2X|3*`hfu4ORb?DjkUJMWir|pR^s4YkA+k5gNAD(RMLcMEl3I%bz
zZWBtrZvgsbBKzQe%v8#-`R7C-LWd)35H=Q!wQ@1T&1-+E!ntL-E$WHrTXxr4smE9<
zowN3ugnZ%6sD=lw$I_g+#kl1K;E|1<Aiv6$C~gSw02uy)u-M2?{oP^a=`vSc&30PS
zVOY%WM4BY$a%K0#Y;Sc@NeBBUcF#Ay=k>Rt5_>K?dw=g2UClQOM=f@O<@!Z*R*gpE
z8!=K>{yi)Cc=_Tp?QEx>`Ke#-0lA3o^YmPt3S6D^TKP*1&M;q#yT&tywAdIrzTieh
zP1Y6Hx8=HB*{ex3E*wWM%L+R}3J?HIRoX))yDBGL+wHEv2AG0)oucVT>h%$Oxyme&
zFBbL8UK?75*fsYPQE%s!CvPM(F`@C9sAo=I(eq0k%DfgosNw)$tdso8EEap$cgmt7
z$GRy$6g1#P$RQTD{8-mFv{oD;T1IK{uLelZMR>m$l0)`+=`pJ24j;{Hh$V_eCCKeU
zxtJ}EB<symtF?2J_c!|nm(w{Of3j)&$d`?@K>viS?e=lY$Wg8JiN5xmWhycky5BF4
z)l*u+n$`p4%0NhLiKw435WltY`CrgPBPgeL`tR>ow(bX!#V064(zA6=bBS(_1TyG<
zC6u8h5oiy$zFhr`s{b-%{i6*W2prf``jE4krODH}_Nw&kHc7@087Z`wd>)d^B45Ay
zg)G~dL2u7RZQqw~gI#|<=zHV4@%iIWsv?AG>!bO-dH7apc`SCPXC9HXie70`sV{uo
zd)jykfP3Ey^0__YXFcjLfK>vZilQ<W{V~KwJV~F&fldE?xr=uL)9jq6y(<_{mN!fx
z(>a`2r5^-$yB=9t`KMo@$XHgp#Th<WI_59VFC`jg%yEO2K86SOOARn`DA^q!+1E-_
zIX+_DMP@e=h19NC(#?3;Q!}`BTkzZCYK%dyN<Io1nQ03k_2i89-TgMuWdR-fGioEG
zM<6DH><VppdErWW+vJlKs^m`}@gcFq?@6%n;%oIIOZIve7S)=(7sB)-BHq1411v9h
zhokEPguXb57Uvz>Zw9I}db`HmX-NL@jj}ZWE=!fbV6`vQ9i;j4w`IQZr{UW;WYfol
zbc-Je0{`qh+wDpG#9$&@o+=g`^HpD~Ta|StS;_G!z0-b^9TM7?<-i!iyWzx3r#nsR
z809H`ul(pmOFGOCNv~fhc2+^8=+`Z0_S=b5aGDpiJPc>O$_69*vfktQ1LWu@AI7tS
zLQxBTe&AX-w=KTDB4$$}pHXc>dVOX&<9GVI6GZ?G$(u2?{VYBvX|y<HB-|@pbys3^
zYwUIR7-7K@g-j>9p|)6S2yJ&5XLPBpofPg1HnP*^NsIYF9H<MNAic_&cvO68Y$09B
z^t>PXme3CUMDGZN4_$#@l~(6MGuG@I7TF)1q)i8aS5e;h7bS6}fiVCZ?jP_JfKBxD
z^m+#d43hC<#U&)V#>OI}@Oe<s(Tz@V(a{02%kF3@i{sf^X85A9C_v2m@Zm!Wv(aaR
z{s^k@5!X5<HI~P_<eaY}IZf{97<6%JjP$#M%(DgIbr6U+U%Wu>e3r}PB9|pfbM1Q>
zP0hosi}B<`pK4Q&=68efri_wkH-CITXxy=*C)4hp?MmGJmUJcDi5k@5TSjZvcE2xR
zL~jiZ?fPVu!q3+@gj2kHcN{zaJR_TwYt7D%ga=2bp$=(ZYkcWWpoE|!APp47>-dl3
zymq5&{aJpIP$&TSQsLCBpGTF$8agy|K0t^#Y9C98i9*kK(HLsUSqmN$k3sq<I@#AT
z@}ezR{k{ixiL1u3txv<&@=nFdUU(;XW-6tbi_t6X&QG6H`@YF}0|8U+OPx9$z!(q~
z6Ps!G@&IeFS&ss`@&FNon3NP^;5hX*Ha7PD;Q=}3MeH#Ekze<Cp*p{ypxX1nzCQ|I
zs$9MPpgcFTKnyUr+KHqSRcbJ(fIq~@$jl{{C0Qq@^i~}P144PC(=9D#@o2*q^Xkxd
zmR3frOFL@TlV1x32$+PRp2j{A&lXcPTbfYxOt2VN?X5rsGvLXT&?kPq`#Q(pm=sJP
zl9JzO5TbZH5H)mTy=sU9YKfc^AA4POk*6gTur{kyk==^}mNKq${Ub3`Q2l&h4+NbB
zC!=IgTb2f2e?7s#Z{@t-av(^1^>r)I0!U%4ICanrbg+oJ)X-L`Na~)K^>*?~`1bP=
z+N_zCdQo}nM8@Vyxv0^$YQ(EnNq$ALr7uc~XOzUvXT|$kv`q<cyByq)POM^a8Xk@G
zvrN<k-tX{V=&xTyt!-_gVPVYSd%u5ELcw8mHdrk$w0Ur7)e>H%k&KaRYHFTe#zl7*
z%4UxrFV-&B7=@#Z6%4JlF-xl#gwYEB8jN31l~Uv~X$Tq5EO^mB*TpW=YD6#|PjHUR
zpqkOtH2m|h_dR^_bPZqI<2$#${j4#_8=qV{rUcgz%Vh{f_-fCy<_dM~@r4f3-`c4K
zh~1an0-rk^#6;sTX=9GEvd$Mx&Y!Q8QD3gzx%}*=NK&&F^Sd%K@=v_3P2En=>k3C9
zb`K)+_I}$7iGBccW_O1Bg!2_hV4CNTUN`cF$w&J3#;Tkw){<ZqzJPuvh5IkKI1z5o
zMQ(4@2Y?0MhajzSw3>2Q_I>@-)z=$tEO7ZQxp;U7`4)4l+OMa_>#6-&ky7-zl|KN)
z9whkl`6?lab$nc;^h4RKIe`7`0A!>OhQe+@gBJ@9>YW(3R8IpS(SWo<rt%!-BROy)
z%QQi8Ks%3mRclI6u7=V=v>hvQ8VUy)++t3(*Sg-ExtZHKql~1@Jn{LSgtQ#Ov)&@0
zqeB|o<*Lxr{B(op<}iV3x<3YXCa`rV-e?VkH?=Dr89O<fcfWUL1BSJ3%&T+#nrn;t
z8t6;t?K`iN900CneJ=1;J-q3>1xc$-%i^lpV!YVq<w2DYf{-YCN9Z)|bogw4j0q^-
z{n4e)-Yxg+-;}&z#6P&{8ML*UDbro6Rv=raL|NF=8T;6?LzehdkQKSk$<yaN#;v`B
z{vtjBBgGLpGG>W!$_TtRyFa{oHUkCtni9h&7Usu`3)HniK5TE${1`#GL;#JIBEMj0
zLq`pOPUj7_JbulZr*b<{ySHUsUppe;aef8Jh1{7@=jXOy0O3#spam)AyFFeXj%IMh
z1Moe7?4O>V4$o+&VMPw7#X`?l41GF!eqd$^42{As$jdR3N|ia?P1d`!KJvolNXpt<
zZZry<+tI0z`!-&m&Y0s{GBaN}B15A*cyoNfOs8&3dIJ@Z1iuB8%6fU#v8b<0GSnHm
zTuzb%E=S5EM5H9Y6ezy_t<LsIns0R|GHS$O+bBpj+)V6`Jo8Eu^V{Z#W??WUSbu(j
zzrel#TQIjgB>a;Nw1{|-&wB$xEt6_?bBUC*RmXPV<HvGu9*ifh)G8+ke$ReU$d-`S
zjNpoUp5N^lmGeLal(p`{+5lq+|Al*NQ?pBwpPGRC-7x>}arqr&g9(CE+|j<>*hXWl
zNaku^suIg-irJE`a0W>)xBDu%Q35{mHk%gbny;aa9M6~G(!6@PZVqN$SnOrKB<@1u
zv)pEJWX-$|g`>%u#V8?_goW$V-kQ>_KT88>1P~umv%vYzyyQ|-89msak96!8r;v@u
z{5jUXE~w}a0D<4<b@5VhWKP-m6pIfh%bl8MY?V|dm_I-#`sF>(y1&XLQ~C*D4h9<0
zMvkRZ_f7XJZ=v+sb@a3-gf?xfh9E{G5aniSl1hBV<#4cys+*8{;9t<J!Ks1+?A>w;
zv_z`JadYbk&}j2;V!(ccE9Fl-p_%Dw3{d;hSUMXuoEU~QCPyg=PL?(TGd|9|rJ=k}
z|Jl#a?@xtRI>6io$Tu)BFyH_i5gOn>JD;vd08CzhomRUv(bE&q+4=PY1cX|<Cl^2)
zCFSHy>8CDJ;!epOeR&d?tQkZPwV2Px*L(Hk^jVu;%K?DcukvwdQ##&ei^e7twbk%=
zlxJ+O&kD-v{Ep(*^QOOSbW$%>OWQ(b5BuS<Kfd0mfYx$@BIp|}VLF%MEwJ15IjPjB
zMAFai1_+sHt=%KmOEEoP*i`T#?r%HfX|uTu4hhh{1YH7KcTwpZ-zbxoH{3X51Hmk!
z)&ceMo~TXuX5FdmbOTZoi9e%%IrwXyxtptfi1vvI3w|^*Yh+ntot%pXn+KO??f9Jh
zEVwni*6RY65QZ3tI+zZ5`!zreVunvuUgpc>8)FY22Ri77vnV{cWD;n*xHqtL6sD{q
zwc-hE0P_Hd6Ys)<g#}uphtomuxa?IfXWHb_DKTfS0Gl2TpF05?2#WyccpB?6Z;aG(
zj1i|mL2r%sP>fw9QA=xghn<HfRZ~Bi4E%$P%=u2dJmuX9O>O;HCTz3-y%WP=`j}i^
zz7ELyMF?(ZKf6GeT_kzkO{~zfR1t<4GW+y7;jlwijA(Lh>T;yEW5uI;y<7tcgFJ}i
z>sZ=>zzbn1en`!M5<D)4`lYx^F$v#rp4dn_q*90A5~OmLssxa!$YJJ=p0q1@Vb8e3
zF*LfTsw-KbpKU+|(B7ofRt>Huh2Nggam7nb0tpLH((A7**&TzLp?z=bmsu*$c++Mr
zm5&X`O~|iaa?Vn5`I37$5Ym^AluM;d-p2PrJ>W|?euxO8p(6lzPoEIbn>3sL;>exJ
zH4TRZG}Ztr@zC&a%_YlzUjmha=~5jPKuUmwhEBeYA+&NnOA1~tQQGyHj0T&pl%nJE
zX)oK?%k}m$>)~{kHtt~D+#@dyL&T#LATcq){_g$abbld6mC+?%Z!?Mon&1Q3eN$)h
zeh{hPut8Y&G>D=%`OAX+w(OdOr}^PMB(@*F7<B<bB4)t#>N{088x8=I?{>@z7{6M~
zHYMg2e%l|Hr$i*sbiN`V#x1hRHhz75pyh8`&;;udHTahO==H8@XPs+(;nX^<rdq1`
z5p<Xjv4v9GFTd{|&MMyYk)TSr6?eB!2~n5G>lUW2J1SqsRt`YVw)fETH9H0hVmxBO
zZ20|w8!&Y@W~IV4x!u4lNUo}Bz54XbjM+jJF`LC4Yhy@YU`$4arObB~q)1$jLX(NC
z(KNR3o1^)Egk*0#=K8Z7TQqOf92uE7Z@4h5D=Nx9SHqGvgWu{<r!?uB0+0~J_2Tk~
zL75Js!`>hX8TnFUviGhZMEJ&wR=cKXvdwCoTyNug67t@0857WVWj@#!JZ`Fkz>S1|
zJGv1d7hnhJ+SzRd(t2MG5Q43g%x0J=k*YpBcsO9%*r;XN?hNuOFbTu~C9tZKJ~{v)
zS@PIC=v#pPZ0#yDuoT{4d1`sVataY7D2#{*T5{Kh!gPG!@btf?;F~$X2A~>|YR@IW
zXL<8KvTROmDuYS_N}!qeU3p2>BRa>58C{Y-i}V3wE+W;x6^anL70ZdCUteF{8gvFz
zlZc=J;+W^;H-(kRDbrAU{`|QJTn<{f-HbIYOw3{nW@cKYXMg|vb9~Mp$_*^L1Tqq_
z7*P`fjh`$uG+g(vsgeLL_W4RHRiFL%!DSp-O|uTWm^EI`yKfh7@&$bR2oyt}iY_=R
zD+}{RUNq9%D+f+y6r6?$|77a`g-TIwhk0~nW-A2_pSpUQ)PsZ%X!kg?cJKFPq~c-u
z)UO<um$i4qK=y?{=x!Qg&R!2?$VeA77=1)F?`Ab)LCaTz7K4#c`Q-V%<CnJx|J>nn
zQRvT5-HWci6^Uf7yc5e~tOZ*lRDX)edKndTC1u`(glHdNEGTzpp<Zgv*L$!GTWIk2
zWvd&rMLH1D3=A$V(j*0-p)~^S^F-$cK%Qzc&*=h$C@6;MrKO`Iyl%`p;$RA#_M*vF
zRz{9)d(sY$*t)C5PP}(V4*7-!NE;ZPOZ#)vgSB$611rtws|zp-*#ePJssjqr?4Erh
ze<$-pr9<wzVQZX2KLEv@g-iu80Fu(}H>51LmAa<q4F`>1Sk!2yd=6i+0)2w3yN?@r
zcN{{WFz{7{7m^saShlLC7S8_~R9^bsLTKV?e)hu46dYJmuz2?!087W(`p)6TK=a71
zb>(pvI=xgqhce_Hf#*F=DZ`c(pewafw6$JKa9(q}Dl5kzj}R?ZYH^Guc{nU8Kzy(U
zT!tE>_d}oj;1|Xp#$8xUxmd63=^O<vi>#Y9YAo1V)~ib^BA>cUTKGvVrLaB-&U0%$
z7!5Kgx>RKC6SL5-ZY*8d{4g1~TYylx*i>rYa7h+~^U(%S<ICW$A8)?wZ%@24VStC}
zz4>$G8$o>scOU_{l1KIfkFzaC2?>mmz9c&IZs3tAtTTxmwSIFsY133Hj~;PE>t=UP
z5QE|zgC3Z!QagP3?WpX0$>aryU4<@Q)<27U1ST|sw)Du0*bD|^YVb$Ahyv@*$1`d2
zhPkqTrrSCua2s!Y<;tmaC*W4BOn#b3HPHH<ufai;l<i)UQjqKOAOaZjT0)ptKb+bk
zgP0@NNKD_o)3%zYEfW}!RqU4X>&OkUyC{u9Fo{Nm(B-=PVg38lHNx~hY{>HTnYgE4
zX}3jCL>B#_DwpLz)x{kD-H!QNu>I;nX3I2Z@RTZ!lsVoYu;7sJt%g!HV|H^*WZjbG
zWdHymws>M^8=vs%A}V@_*>KbHY!q5cKv(jKDySwGD=3!Eq>+)so!&yWypM7xFZ~@I
zu`f-=UUs+a$}SeVh>>r9+XebfPX_xkTu)=ON}_$#SdG?0KQC2u1T{5JPn1fB6Ko-%
zhtcdFL_$zebh|#7^)R}n(<u3G_7tdEPvxdSw7My{b4pJ=7k)Q#1bxRnvM%Ou+uJu;
z@HXQCuy_8W2kgoQkJ;fnx2J~DY2=$5Ic*;7VOvAc9_cOJ!%^R-$M!3%%B1yQ#>Eay
zn<TKe47!_sL3^JlJ5g`4hyd2fOTgnkp;EhT7fIX|P!0&&&sXe@+sh&OXx;}*I^|@v
z(m6Qa6|aZ98*-+((<$g|>`yunD^dU&#y_;Fkoyouz@r7=zz<)M%K||6KX7+SvF{ul
zv7ujVv_P=e6YZ-Z>TK!AwHeTmhczqs@QNtlAS!dL(TXLnV3b}|1ot_b5K;TipzHZY
zMU8^T1Tf!G&1{Ep7#}74k{Zi%<}5f*lo-MBat))4*hre`l)|T&?0ZO$Yr_Slz3!2>
z{HguQ$v=WG#ZW+R=Gpl#$2+$scm{V=ZWq`S#*$si{ssamUyrY+_zvm-!Z&_$Wakt_
zz_$}=#MP*|Gmv@B6KI8CFx4gE8&T&o^#luG{_-37yu^?`TCd^f2ewIs8Zt?Od&-VZ
zwnoC?$bnEH(+djdzvL<3XB4+K3;d17?w@R2&-jYXq>Zw^ySjHfObl(|oh)No<{%0E
z&Es+~BrsNBPBtDhRCK#Pe;RFeIZBG4XV4&@zY3*?c)#VWryH)g+PLC<<!Gmg^1N6R
z((%mr7FsnD3X)rW(x+5$K0}<UvNZ@>xHtb`k*uJ5TYIjH8m<ygwucf>8-RwsV_8MG
z{8sqjY-;q<?K>fz|F|b_-e=NEEBDBBGY;_7qo;Mg*Y9it<`1XI38}p<K0acu(wsnC
zU}|i<u<ilkHJk;vbYitK<!P?|Ya&3pzuT+q$S=xKXTuhuG5JIc8!?(n>ecTeKwPP<
zRp^n<tM+%=<Gb_7XkdZV?oNBhTSJ||O@cJ`eEBj&3S*-_ko*D!j-YuB8;P?^ttlg7
zNC#(NjA6`%1PLg~&$T*q9t^%Ykpr-n09fnKZI!2ato#v-je3ioWF7g#!=f{XU+9DZ
zQ=P#qxIcmD@p5=$tWzFR8^Tqh+2I}~AAwlCOCm77#x>G=gSzPH%mNn4hx?wq0U*ez
zOEy5k{S=L`{|<PT#7FC79A~&z96Csw^5lreL!yU?!M_s~LlQIQBK&#b3Vu#e(qRg`
zQhq!gOP^b&Q3+maD?qSXYqcF{wS(yH*?fDIRR)LTlCa(pSKE5@L%VBol1c)9KBNGx
z<%hzd?#m4^1D+|+33W7jDEk&aeBiXwl)C^$LZT)bUUZK&ZQwrKMvjV3E_l31+V5^X
zd8mL;uYz352rx+6g$~~liR7^pts_S=z$zhd5qi7E1=Z<+p{aFyx$-opr0{0MiC#7!
zqWHMHB;UQcX2W?wAv7SgF7Ik}a|iDpa>>jWTwP6N1JPz)lNt9{tQcuObo71!1_L@)
zA~1G?^3Ss(2jr}%vN&?5KIr#-F5b3TZ&<UofW_w)=dqp03W|mz<fqLW7I-Gg8zrK7
zZoB*(fe(9nig@rrxgr6|RKd~h(J_UMMmGAsyiSAn>Wbyr?LwAy;m6g6kJ`-|+E;DG
zOzv~#>~9e(=wUs6$Jh8>T{VGvQGXnxaiH@2zMF6$1609gg`-h9BcMqw+JH6G#J>H>
z9yTE<JlaGmw$;PMdPF1yA<5J}ogIA+@Ioz>$HqWfj@NF7<qLpD$ghe`PJj5)0SYiO
z0seSgfYi^4m{=E}-vY&k(+g;?<HcESSPUha$j0VVI53c@JAlySJceRLV>CUjJ40T~
zF<<7_+q>fR{IWT#Vx$+<%}>RFqt^pPmE_a-M`fdWAphfbs!7<7tw-&ZcDgp=!UOy5
zer7>Of+-{4Z*~I*pnQh;+VO9qO1%sMb|=y{c=)?b{RpxJQaewkd!FPr=9-!tI&X2c
zC{~1Hyp7dE)wJAIKR-TU+A>|_g4)7;Fo8xB^B@R5O5@G<;Y@rasQ57=^znu+*05Z;
zP{B=HVpM$Rq}+xD2r3^0or?Z?&K<D;e9GL!^I2@iGJa4RXv(2{IOwV65lFlfrpiSX
zY9+^NnjnMzO|Zp*$vadG3{g){Ugt%*jD!TVm6er)g=$h@NN2Adcmopf@eHnScc-f$
zSGm`sgPk4WuV29w3Z?acSxh54Y(#;=54aG}Noj1`KqLCXdRKCxNlw|T9Tys!E7fL8
zn930rcSrJjkWEKoDx=J>wEDt=I1{&12^=H;q_5ieK}}?21pV7Kp_^#3Y^Hzey5$BY
z6WnGDq|4u~>H50znUpC9y#>bKxAQiPc5!9&(DobIKJ?$Vqp=F{I)SKM#sz{3h)FbB
z!CS?eI^gOr;K-f2MLnPLh)w{^JP@gjv)x~Xqg@ghs{#X3=#81I?5)jXy;B#i3+5~R
zz3Pq54;2NP5QfNcML4{D_w3tl%;yqHfx<aWvhQfi|BfBr$;87Z2tWhg-rkUqgJ?ep
zJ<q{`xiT_3x=4V}$Krgf3XFJ)oUOHu9J>=pN=~KO-B6dQld%~qCKS}Ht+HA`<>b`-
zagf{7(E^b;uui0#q|PhVm(=OBUWP>|3;eKNPue^q^hr31#FaX;Uv5xdm6zY~8tNAD
z@3?*o$g=T|L~be7!rH#1L2Y!OEW>6NyIr74I_sH0Y=2cJPxkI@O0tg>fyQ70k~I1+
znv9JuWpf#my<ed!qk9fBKOGTH0rl+0h8Q)q4<L+q4r$}DAvQ3`W@wZtj(5Bj{1VD=
zCiVL}MqpFq!?LVyu3RycGG~AVBrBUEK|q$`kqeY);*cLdZl0Wc2PP2ISj9v{m~=bA
z0HnD8bhQP5J4-=YrL$>wPIh)(G(1eF?_66x4|a_POS#+!!CJ4D4CMViWs<pwc!~mX
zZ4k=sY5iK^l&X9y7uV2ldsE6f3za(Ya{y8<1vvK@@aRZH`@@lVYC;aX%H?rWyGQdt
z-oC_&tu@{bgC=B5uhI0wI9+ON(4Rm4*VqTJ=9ae660<ik^dd?7Nu5{1)+>ZB6jC{N
zk4KlTiG-P~+M;@fN1*ce_Riyu`L*bwU`3(bUP1a=goaN5`91=82rW-4EoLDt=08CL
zP834t<RvUMmPKMnvJ2>D9O4&U$t1hj);a8m{)NXNj1dtZr^w(qD=N=3@;tv^p}I%=
z+y@~Tx@Yf?1ag>3!T_*gR8{~e0Z^tj_anNmq6tOc(}TNoi2!={`<(W_W8zqR?v52N
zk)otDDi!baQOVser9Iz*s4V(B{SbRMXdrugRRb?Cw&#{JGwC|Chz;F26%;}0_1)QG
zmC4Oc<9KR=lfv^A)BaP9HZUKt&!Xr#%)jJ~MDsxnmU*pvQNYHelo4~Tcbl!~PFuYC
z0gWix?E8e`lOjo*Lq7;c>x_&#sLLo~k}dvW1Z7_7Tx+1#&xjPTus*Y$iJip9hT}>K
zuBC5TO+cAaRNX<Y(nRa^Yl4W-;D|a<eRw)NSdRVKj?8*%ISRn#DL^Ho6ZPUh{u|;~
zngN?=9ah)<#s%xOscO<U6-ol{z}#MOX=yZH;BB;?j*m|ZkH=XWVC%sW2Z~D|3rR*z
z`xNA(oiy)FWHV5!RL}x&iMXUBinFuxR(~Y!7BEzWrq%3-EcB_`=|~y;CopyOnK<zL
z?hZ4NS_uUh5XJzG{D1^t#9M&s-Q5xIU%Bzu9NY*2vlAT)k+|VrSeY_Et(F5_chQMG
zy~=$U8XAQDl#m6swH1s_$^Aqo4ZJ^MAdcwI&7>g~{3$Dd-o3tV&+FkqtnDuG^W`br
z3ns{5mYUdnE`g%H8d?9*k$8GWL^%lwU=&YPX18k3G-YH4xw;?AZC+)&``;na6M}xO
z%e;_BCuY$0T2u~g`yy3T2#sda1a|%C#+2h{#DdocRB~(4=v&~+lQVEeYsl|M41IaR
z-W;4o!raVEq)cv@i!NxP<25>;+Rw3ZsU&L)*TGd@>&oW@-8Tj*$n6Z8D-tcF?JHLW
zrk75rS0=+AKL_>%$T3cIzR1_gkGLOv76~c>=ABXh$NvZT-|@VY^K#VyayKwz_=TQ6
zs;Y{STqZ+YS63HXd+6I>w$Jd8#p!8Hni#UUY;rv@FvL-BQLfO##U=P7Cga%UFz%W;
zpzb+1xEp{eImG2SJuuqug+y%?<PFn9Ldx)&?Y6v<n%Xg4P6rPz5d{WsL?d-C^rJv^
z22;}5YVCGC(=QhTde^4E=bRz(fTlSWUug5}|3leZhgG?@?Y>~ph)4+{2ugP<9ZE?F
zC|%NxfOIM;AtjA;N=bJ~w}f;kjdVBcYs~lk)?RDvZ?ErLf6U{U^O$oUj`589x$pZr
zuk-v}e@l+4%Q<rgZz&f=$8i^GhVx-Ppnkqg<$}B9osj!ftz?s9`LaHY14Vj%(?LZS
z@|^-VqSi<JDMBkigda`T9%!ATj^_yApITHCuO#VXk?{O;*jE&p6&Y%qxcQZM_WiR3
z?~dVi8pqo&eMO-)1HR;U4i#wrCC~nA0D?n|$^OpHBd~UZUL4J$BL^@6v^#gQAj6LH
zR}r7uygfz4x5VfPRaY<(G#`SAz<h7HwPkxp*(j?_nv|b*>LKak#gCt_=%|DAHgQG&
zo<Ti8&l`DNErl1yZgujG?x*w@F7w6TMOrr>JYd(sUhqHLX7l{^xYkjl=2t%YWAUaO
z1?ZBWxDBiXYaF78zs&%fnKG8vhmOtnYWzlrX4OhFHLQ-z2Y=tdva1MaeQ~9FPK7Jc
z_}2H5xTM6AgE?;J2gQBIZx~D({OEWkrJ5tTN?8j`MVivp?O#HaPEK<!9M@O=cBJ@u
zBf3QVr<ak-9*C<nh0_fdZckj5jzFERSE(Qg|KsPTAH8@4Nh`<#0cOR=*Eepe_Wjxq
zKkNtNwT>)!)H0opo*=gS-Fes@Ow6Hbd5<*k{CQE#Un1SkFjt3x&akV6p6E35lQYp|
zLB%R@aR^zcRdAUZe4-~Re<!INE#r96crDda^a*?bI@J=PsEO>%EL+pz9O#YLWL~cu
z{oE!E(62w4NVwE&=o!=052s7CM9O!ce`b76n7U4l&@qt2D@psNX&N(zuEjcsd~<Vc
zJHE53rDo<hrV<21N?aQp8ZW3Wx<y2ic_luUddKKPJ!-5Pnfltfa{F=2Qd$la_XsiL
z>iqpZ4m{9xewG+X_qQi6dAeSqc2Yip(3+9kjuRvmmBl3S18u$T^#$ssLbnTe4ZL6b
z|Ano13z2dILqj#g{>~serL3Q2rb=n)>FE90x;|-Wp!q;WEQ)jd`*<!>*TLRbDl+48
zen2QQi&HG|A*t?;E?qRAJ$=phdS|8n59ep*#N)T=IwgX`&dT4K_GzfsD$DhQHzd8?
z@3hdGeQD_2Ks(}Fk-}rTFFI}t;<2*Ra<zTGm%KmK-1SAlPCmN$GG@V-y7sdx?TXLg
z3(-V|6rGmLS}MmX;^)p6sE#i8yzX5)U<li+`j$4#syP?%Gg{x|a<Zq}RzdRf?6a4v
zHLtE}E{KqrqckP^Um9JPUm}eZD91oIEZB@I5UT7iORoqp+O$B?q9uew5gL9Z+!m63
zr1X!UJn>mvG_W(P`Dij-#Re&GgVB7oe4WOI4F8KAr5EOYbhI<yqRNci4#EvJUWMUz
zv(!J~a#G-Nc`Y8*cs;AQn4!#Mdj62F!l{Fi&~ZyQmjCutCVP!rqF?a6poz$zWJE+x
zrm^@v&Y7)z9{bNOqmLFWF4Q#XtG|~Wizca`(70V@9YjH%xzxBP!jGFf^Sua_yqgRE
zgMJI$&D?Se{?c%t;9L9Lt~cM;zwvE$pZ#4;Guzab`o#8HAkkoz<78(5C+>30;=TAo
z5>B*RU20w9CKjtxDJ%<9!PzRhEEb$N1KU!mPO%8z0wd(Vy;+GB?S5}>CmWypViN7~
z_ru{ve(;k__P_<ai`ANF@RjQybf!IdgozrT*8P=_NZ^|VXZO$qXxQk!)E~Vwb(}lH
zP*vw^?j~OAF>P7<&&QMaBR{z6d2r!<Y)UlW`ZV28q2Yp2A)()5enKaSijKqeM{-9V
zr?c5NM&%pOM&FscR`<_jV9mBlju>22GM}(9^{;+O?&UxGA^Wqz(DoC4+zZAxEkr^i
zgkK_bdnTBIHMt_jzo^<J2>%8L6I($$Yek>xh2|y3vyY;wv^f6=l~@<MsM9rXOw8Mp
zJ=N)<SMt()D*%_>RZKxjy7Wtxpp9t7#CRv?U{SsDLD$FQ=WhJ@s`uslLbHdC`zw(W
z9|f3_1(|Xe-t?Cc5kZGkj$8GywD!~i3G8P|A-c*I-~3kojv4qj3G)mVNrWm^#YePs
zJJ^^pWpAs-<XJ&B(OrOdXnUQh?0lcJqQU_T1A7V|_C^Wg^`Cy;{n1T?u=BmCt@s@M
z$&!ZskqOdKMWz!?F7T!>|EYbEBe|fsTg)hP)h#jd!isO$6(5v$KKyn-FY%(2$KjD>
zfquKB<r{S_`e5<#3fZheX`P18MTZMJ6n7qzjB+{M^uKm%>h_R3PK?RoSdFdoVBbF)
zxT*WalGQGoyp4iK%dd0J1#{M8N|WMynnKFvkM<<6#tapS2!V(yJ@d6=5$7?RLROzf
zgJ%3B!SM^UW^$q{-LuiPje0Y>xHaANrk(=r<zEg(_ZD$q`#pY5i{B;&@={t_<Z%4%
zM(Oc}6{mX8vT+jK<XT#K=Iw=*<fUBXzrP|)LnT7!>rZuwSh|0>2N6A=Z*#ipcrE@Y
zy=ONG`=?u}&s9Ai{$JI~VJi-U)4P-`FVaL>Hd?gncFj3SyqL8f@oV-I=Ii2{)V@3V
zoqHxfSSh08f^v}Y?fIM21uzKxsXsQz?jVo(IMI=9!JKj<92|d@o}N8Kt_|P6eOxtI
zX?^f;_V;GL^@4%U&?!E6pQWIZ5LFob6#OMhlAr&P1a;)ac&$pbAIjSD>d?|`HtT%@
z`gtBZD9)u_W0>J)TcopQa9>(JMtegnNOxVChr9@<kxhr=4mobnPm|x}V>ahI$-Z(Y
zZu6t)XIJAfrMt$tdS%9I^1NqBfsy3>*~u^GUfwQ#GTq}a*jkEyNpg^`^Gay)mzjTo
z>}M7x3XxI4r%S|%&lEiVd>e89@S;PU!*Na%A&e3GVcFFdv`2%%c-M45KI-=KR3}M<
zfSI$(sKY!L^tSIlYszn}hzKxht5pwh#thGD6V@g05~x=)ALU?%-2Lv^h~EvGQTanJ
z26V>#q?bii*1|~GBq?fjs^SuuUCX5j&JL%gPmHJ)X}Y4h=GILdZr<m)CwQ9SM7^y@
zEhvx_V$5A~G@{O(IPvQH<_{+Ff!;qYLp~ly`DMvI{yhn|#ga1ChE!dg=>D+%flt0N
zSqSxrN8{<OD%3B{tN8G=QxQ))d~l7CzUnTBu8eYbI_KhTwh}X2?QKge^0XhehsGdx
z4mqiNu1DwF)|=px@*0>P?|X;x78tLN7LT{Jb<^&c7d88n6Y|zD`uxtT*I~0CejWTn
zvP1g2Ufc(ga&KL=D#k<2&($%TY0&UFF#kEAS4$g^DV>Qcz=VBqxwM_jx#dUysKc6!
zhMzYP;TUf1eSu`b$$j4!7fIe&e)%B2Wyh%H4ck56c?v{3AdOPL#AqZ(fi@XT+lqI+
z56B$1ttO~%S<Er-GZbkvZ5AMfJm|^U!({p5_Q~8E8C;p7&WC2s@<=6}-6<lhTNAfL
zmFxYM6R2#TU!Dz(Oc(2?4#08dbXY0nLmozOB~IqG!xZ%{_UevIGPAsLKM2Fn`17{U
z9xaBaEjJ@*SY9tYCFZgEe$Qp4H+)^5pW^oWT&lss`-o<rvl|sO%lA6kgnBo*=*J#u
z#mL!4*X5DU*m9O8$I99pAD+_T<1ip-bp&yVw`DQj_H_~)ZcVBDZOLbJj^(k-!2Z!1
zDgUx~y41K!!(|{bJn}4>F<gyDrp)wlP$>T~Y1QWJBZhR%dU{k&`)|R_L=?t5ph9EC
zUEi9TKTgNpNoLx~N+<05@XqAtZxNkQcN>-|G0CrYOE=S!H0skHUYyzA=Y5?;e=C;l
zxg65#%%VQ%>NVBHIy3Tr4||aN6p8rFmUbl{Ix+f2&<v{ZtHVc>XX1AiS7!IoVac>X
zk_z^fwBhFNDBEgSG@X`xswFRs6gXtD-oO9y1}R%69Ctb53D=v?#)FhW4maO9#w_Ja
zgnT4q3Zq^I+Yzo|*x-^_P+;PX&BY0U1Fh*ujw7kpT|VTVMK2pw8l!W6b$6v7pqkZo
zhR)O)5+vlQG`HPuI2AvOBe)-o0&Beqy2TdH>XAP%jx1`mCB$gdW09O#j2XjP&oR*W
zMEuo=HGLS1bfbH27#&zXzk%!qw@+|7;yoc6insauh0z*&$OsqzmTW?|y|s0mhBM@q
zzMfOx+L(CEwJk5Cb}>YPeejnmz5DWf<(;HO)%7a7=y$^_4Xo-N^iOwgT;EbnU<)vM
zup;fN?e`^M6VxRy=l$PNDvQ`EEq;4hd2d_J>jDD@%D<R1PB(@*pRd@^?M77BOVpFe
zpe1?96OdCECYvxT4z)F6;<`UJSxpt>^PN`^g<ftrVBP)$>rk?Z1SZC+>gvH_eTg&~
zuDB0yg$8FMP+d}8kGC}IoN$r;7t3ccZ^PY>w=oI7n+#HZCKCu8G(m8=$OK$=x*3Y@
zs=nf>ln6nrw_Vj4{4Xf0GY>|KVtT&vb{$w!#i?za*`I9j(M5-nSC)<C(fIC3vwSGB
z{`?Snq-{}RL5nWBDZ!jX<xTBt!)})%I$0xpzRk#FjZ3ZFA9`{I3+67h6^rQ<;H5Ay
zXv&a^9<clQ=rp#uZK;{G@dl;Oqral~um^z#ccWf``k|wvtuYwGpa<NR7f7@%-p~`{
z+Sp1PT*Xtf+l80R`t27jy#I!7x1pt5_79lv|Lo`tH2t@u^X{WzX7`<D)ZmAF(Pd?v
zP;d1E=`Z(99wG4KP!>J)TKsX00SZ=kc{ByiSyXazay@;0H9!%Odz?^6M>Enzt}{F0
zx5V2xibM_w#q_lJ#{}z+t{bK}4N|IB_A8>bb)oxVh3i$@8LQb&1%^B@<VFQ)yBq&x
ztTB*KtH1ZfadK$fy?y!Rif9fJof6Zwy6cM%-gax4Vv(DAGi&x1ja4(<4hl25yz*R5
zf3GZwPQf~S@gqHb$^UXtg4I&Jx;Wzt_wL%R+xc;&Plt~koLhFT{*w=5@A7|W4nbWo
z*lq<o(At%yBQuQ_imp@XAGgtc4m0IkHD%CI@C}2ZoS?+T$M>nMd<v?q(IDx+K!)QL
zmJa|2mu2oy!>p7s;REP8z*8Y1ctQUrFO-^SS6C1WT^``&sT5^-USBO=UR+$5%ryvz
z1}N5aV>FEx+$G21GJm<`jKi!GEha0xtY$STQ)te~zIyVA$3_&zxABs&P^+}8(j1kg
zk&&w*&zy{pn)>B7!bXrL=367kaCPF%R}}nbLfLqHl7#cd)r<?t+si90Gt(xB3wvsv
z1(j!yE}PdPZpetE7(zwI#&B9d^G<P7qtZY*IN9SPnZV0s%_X2>0vZb;<;zQWP--RL
z5jH&UuKRg$oBEb~imwVL5>P3eZI*&ATr}m7ax@B<?ULiAi<-0zxjmqWhhR;0-6Nmg
z$bZNRbbmAc8#YaemB~31&Jx?Dm*8#6{qnfA`u&<B5F_(%*~z`09VUgc%o~-cJHFT~
z%JB3PjcyNN^>k*?$jq^{Z3*d6n%H-{?97>AC3P0@kdM@|7|)urWT6sS3cO%yIQteH
zKuA^NwoWLM(B8!rwDy!#PQ|~Q1l5DICin^)75{t^LppApdG9%zTB2b)RvaI=RZnx8
z=Nb(LH2M+7=(X@ngg$%qOxi5gh%25AitmA^p0lJAPca^YeWZ7s*Bio27F-o|rzZ)$
z7;(O(?zkTQ7{2qVVxN}xMAb=N=PGiq$Vq+Zj>4P)rS|`xmQcXomo4{|l9smfuclJA
zoMH3F+em=I3jytNdLT-W)WA?JpZK{SzFACd0rCC{k?Ao%?v1N6X^bT>QBJT5o1H+(
zemS3;ZD7Esa}O`m(fN;PHQC)qEhA!|m@z3@Cavq5w+kzY*-`E#HVtHQn<rm~EOR9g
zos(?0<xXYyMxN}IY8@2J#b|%1C#!>9IU;gNE0FF@cW3yH=e5e7R7DT2gf%G@;*x>m
zF0E*E4+(l;fb8%=Z^m1FRqOpr_T<mHKXIiMDYTAIeiy5UvOzb{?f`*PLKtn>R>8EJ
zo12SZ4}wvbgww<;JDUb@k-;Qffx*F8a3~_kpwI<azWnjy$9*2#Cjd7EiG$5%zSUK3
z!*%7WV=Q=07?ktDG$TmACY^WRVuqfk+u51GOmDg`A^M9|MFsouZVwC5Ts-ar2Clzp
zV(-q%GV4WdI!_bne3^K*CDp&muA0^(R`p?_6+M;}IW6s^v0}%}nsvMhQk<pp69hQZ
zo-T0S>kqWEPl-uQG4CxbO2r9oo!B^6?zIu!B{`EkiQzbmL$pJ7V&7fWon%)FG%<PY
zHZKrQ*ghfaAI*IWwqLiM4pg_AbtQN!p=v+LIhTN=>($vDkTYqILCDem4+1Fe|3&}}
zkomj4u;2}me4tM}0W}*Si)x!IfBuN*>OKN%C8JJ5B2cPuNl9fEHhh}Eu(bkqH|29+
zO3bgVNrjMbZ7tj&XAd;#Q!N!o(MJ{)HNX`KbE$nbPe?qiT`7mLg#Cc=*9``hXfAf~
zP`?gxmJDv`m(T&&pg|kSqe<`al}s?Eetc8#>i*TG^}!iq)=}xwIyZawx!yie+?X}l
zXNS+eLfXi&7DVfEMfxpk*saE`36)Vbo8ZSSh|rE*G*DZ)0C1M;Y;#NR>B;^w<&&qw
zRyTC>iZeZ5c_KC!*ZM7IqndGB2h0V}2LshkYLs@mEg#$_&ZW)X6ukMi0J|^&Dp*P}
zNn{5pEewMJ+5(IWSTV3DdN)C&ehZ+;jhWgQbUf<C+Q$EdUO?i7U~~Ry@h^2bG(*9n
zb;dFCeUi<U9(!BX<3fQMhs<r;J(M(D^t5(6!*KjXwj6lzh!tO`3@-P<UZQ671g;?&
zCrsVep6klQT7vHJP7+QIFYP@X>qAhm$sMm_O&?~@R9;^mYz{A**lJf`DustDmTN8g
zHzSoAb<qlRCWIRHEJg<S<3r;dnmv!<ZGkEyJ}7L&Hn(kjR3H41G7a;`(B;scJKz-}
zy=tx-7;|qh5~e$uh4Kw?JN$>J`rjiEU_IatCSXuzwHRjw2BJujc72XoDK!y`wgH3)
z#=qTbv_;X;OT)r-+;AG$`t&JU%JUJ2s!aTom}F<_Yj=+`sX#-ecI>chQZ~^^!yru?
zUOMzyw_&}kLKXQWs3=yFrmH9(kIZ@EH0Amw9k_OVR#LNhT~XAF<LyCPu|s!U5p+@I
zuA$61T_#m1{}rRuc&<fK+vbz>XMJd__Xfoo%iTu($&o^Xu$n<>yJ4|+Wi5-=JntQZ
zK6S4hF5M<Sce?e9cHUOv*w{F|-+u$Wu>X%;(Jn&=0iyj+Ndpq;gWoMC*rBO0Fy9u0
z=!k*G9k{#0!0i$|-zbe}$ln{-TiSEq`OSZibY;16j`1{{+;ci&Vt%(HRr#}UB4l<4
zf(V;g8YPc!dVPI(uufCoUGLI$NLgwa#P3B{0~^l8`J8Vk^Mepu-Qlb*PFE6ajqD@i
zcOkU**sbS5xQ%~n9>{N+$6688aCkn%lA|**3A;uUvgymlcOr6o8sCMfXFNLZir#gm
zh=3lln!R3BHJTK3n1ijj;%zM3aaXl>rUSrne6NQ2ixBfmJI|narr0@aK}+*;rrlk5
zB>wO^5VWPqedTptmOVN?9w<e?Yn{oA0kEsQ&dts3<L7segyc-P{q$9MoN3oXmEMok
z)P0uS@wh}Z<)ia$uuo-LM^X=Y?1IVerDL(=%a0(*))1#yY0-I<?mH0$rc1oNa2hXu
zURY_-HC^et*S&kK*U9-a)d5xcj+WXgx~Ffs)&bV)r#yY_u8bb^IS&S!6GMZ}oXhU0
zpLL5RK3{G-4sGuM;{+`fy)y8^@nEwP+EZ9o{3l5bhcfQe*R#9Uf|I+r5Tu8mfOF&e
zxs0U{*IYmuz*`sn&+<}Vy~dXr#Udvsrf)zsHH}uBcr-(5-9QH`RXhs_Z~ga>3e^dc
zT;&3nDlE4-{`}Z(>{;E*l(u!>Gg#AN&PV1Icqn-BN*(*aB}bF^5_OxcyqTxra~yUP
zW}l8O)a<u0vJ)$Upa!+st2lh26uFsZ?cMM`XD0Omt_6=7qzS!F&&;c5vqQ`Bs;Z+l
ztH|z(q8(|^^gyx1$X64LRqwW_04S1w2ut1_M7+MglZmdMfETa&uMXICFXoi4CBUTh
z((D8-1r!qh6nSAB=He9j#0gKOH_=Nf#NL<nrVTa-oSb!6>&3A2%u^?O&?g@dv4y|1
ziipf)Z%kg@%aUcap-hZa!@kez<s*O9Ra!fzD;>;f;yJSUc=qpsauVLvJ@$KyV&e2^
za6;?pFFn2y*|AK19fpU5xvN3D4Q|Vwg+Juz;Jj%nzqx!w$fdywSDBUsY?iX^XCQf)
zYGf7v_Ui3dEVY#t^xU&cvfRt356k!up)OF^h}yuIn68j(Ax3Ah1UjW9hI=yxEmhWA
zpPA+3pVasGhA`{Yq7>Cr8&ljEDa6+C=vwQCkXso!jdgPC#BAI)s>eW+_{{<bcM}Vu
z(_(#p{9eeCkSxL`;(i`|n6s7e_~~bm@jX4IZI#&{1%+W*@_vCEgo#R?R;q8|T|_p%
zbwpOFI^5-^mrX&(?l#$Vd*9lhfL3@B*u}q4cwX%KuTE7K0cf1i3n-{d0>`I+^NL=;
zq2QaIo^J9p<-^Hxf^~j{v7zCo<2g^AkvtXoXV0Dm09H8&ob;-P0E)c_z6)HqY5W)*
zQ~+SA2plJ4-v*#dc}w^3FL1HL3t8CM6p$#{*x1G@Ku@>X7-tJlO482Ir{7ynz2+aw
z$Gzc`^F|uY`%lsg2ZwKt`kSpAqM)GogoJ1|yc2;o5Ctje;#srzF;7Lt6AIDiOf-2)
z63`&UXl!hL)H+=)3VFdxOA8;TO)iRvh}Ka%4d1E8nOoZwZbJJ6sPlKwD13erzn>4q
z^bC0Vw4Ux`1J=Dd|6h5#V<Bw^Ov7zJ+3=lBX&k_0d>$-L0Zl+OKEBflPD}dMTqQ$+
zZ|9WHV<;ec@4Z@<6Zy+g`8w!qzLD>m!76i>evfTnhKI(*eXPd~ShigErdX_4J`5tZ
znedMX>T=zjLy7V6FM|k~pncBijiC^40bpnZFB}N>!xfeqM_V&JP!-zP*`)*T9tja3
z+J+cE;@<)phTC$o6)5Wy)pj(H1iYaO|05}nt<QGD`5mYh8?LWh0qooi_`jT}$C*u$
z@`7Ekardp?xpN2S1n(6sh7@iAv4Vmv8JRG+f96UCY3sYMuGnA2#i5Ic9P@ZuAkO6m
zCxt@!M6~Nu`9JAB{x~gFHs3X(S*V}gr=(1=H>XT{99#F69Rhp~<&(R8!*lO`Pa+FW
zoJuiI`F;&~NO2WS`51W%`PfEb$)}8y2Ys)0d-3f1Tia2i+ubWkk)@9P><~Q)y2CuL
z94~WbnOD5D<|mKn#!c2t@&|?C`}C*i_iypk5gn4PoxLZuc<7Y9&nL6~3>%g2@K`<d
z6~FFFsn$6>3|!N#pQ+wX`+ZLfCbc~;?GZY}eobX%<q0g;{4*>PPDup9TojFBXlTf%
zprAmt((3D*WMK9N0gbn#PEfBE4Ll%TdYYeZ6PPj!ko_It5SY2geYIXBx*5T-bG}t8
z`hJ}{#&{rl>ij5bz0`=nPDV;fG??7_q1J3o`ObNE1{#}X{N0KQTTdb)VufGpzWph9
zMfsj>q+Avc2i4zekEo3|Sep~X<zFTLoo^#x2}};XV7xbk7wAl}^rh6;*JM!CgBu$8
zZbxy!yeh2kQNF6$yG6ahk3GIyE|kY47;q*GDQxu({q5=!3C`rHX*Ze8dj-#&*B5V+
z){BB6HRo>la#}=O+^6*PLm6j~TVU}7$z`|9&I-;6@|7qluN}Hzp*;WKE(3fj1%R6)
zOjDx;4-j$!yoM|v7?fx+boY&jxxv-($}k)oWu4wjtM*6Z6;%u>PIT^P*>YCDJ523P
z6_%0W2$S58Tf|xpbOs*+4%ZD|OqN}93^c7IKQB;+xTaV#`Pp|Chve$>tE$W8C2_J4
zgYfVa4}!;2Vm4s4TGsd+iYhOE`X!YXkFEz9VITu%;OY5_9n~5J5((!4#>PLkrf<zk
zZE~m4VBzG`nESKtuJibA6<_uKT+%hdo@$ns3|D*w`Y$G1z$wQhWJJL2v+UPLTU%Sd
zgUJ}6d6iZ(KVZIucD>8)gmLm<rZf@6j>l{48KAIf(hbA&hCC<``fpxetO%Ko<lsVH
z!(eSF6T#VQ5|;jWL6htj0TelfN-Hg(%=b)LH_C!HYNFg+r6Fn!Mi_MU_Hq`{#3h9?
z;2(Q;#j_bmrsfm#IjX<Z9xK2ElA*bH0=KREuHMhJ6jLSB8Cp&{x{{{O>1x}VIUS>R
zc>3?oJKBGIp^GN|<lzC3lP3qOt?e8SPIm{$Pd5*&@B0qc^*lGN?Zin}$Xaqe)*^27
z++cG)RsvdDX#Okc-de6yvVn^(Pd=YpzWw0ck?#ARL9p%4I#xtPb*LbcW>xWS1YSf5
zjh)cbB^u~XIu-y?A+?Go6aTb<2LDG=cyu(icnAsA#>NKX#Q;b%?r@eYo>!H_X8c{z
z07z#9Am2nmd+^`^q~#f)l6(X%3R=>K5BoZJ?3RO9hcbhZ5dWjeR7HW))#-{D91i;e
z#~{?)e&hj|a<}t~1@h}oF6X<31GEHWlkj3`sS^nYeC5L|?-|J@9DAV}dlzKs7@;dw
ztL<OXh1dJZV)r{n3x+<v<=r^}$f&~o0~d;hiy_;G6&3R%Wo+}MIi8rX_P?Ju_5U5L
z?>pyC8^CdIEqUBSCJ3tDlPB;hdoAr_V-rw5PS2NkLkm0cz2vLI+?;DM_q^@m;WW8<
z|K~yhSTmP89ZRh}dQC&f%lfEpWREHmXZDc9i@*<zlPl2D)%8g%h!7VSw;4*m-J>I;
z**a%nfc{>idyJiwlmvKvL@8}G*ANmKiep`WNO<^Hjgl15wHE-^1~_sAp!`AE0^VEs
zU%RJp*0n$s?_Z$XWBzl*E{{O<*CqWkfMxq;jZ53(F3?$yi;If#U)bXKe6KKizmAgi
zcflLA2kihZVTYn>9Eys%XYWrMuOrv5uD-vcSlqXMM1*=r*o5{h)_vo^xBO<k+SK%i
zNIJ|%^p3}n^qsi)VFa~al<PuEcd<U}yGMz<x1;F02F{jZdR$)Lru5N;oH~eir5l~>
z?AUwg3DQ(V+Ge}=5H^xB@!@m9P{60co44Oz;V20Xvi|nZrlIosMlo^ECirHKcVVPO
z8tv=O{F9@jBgi5?(9qEEI9sDRJK7BD(+Vwk`0yb@(u8QNj^||*ETlzVxuxzXc$(B;
z5|d5fUYh7=1<O;F`#CqjS5J>@-n~l!3!-w7e+cAf;r0Bvez;r#7Ec)DvgQ)A%}!5`
z5hC6K%L^ur+#v};2@&@$E#-h*qdurO)t^~>bgwQ>;hymU=G-V|z9fj}G=&#T=^4x%
zk<!sVO%E6izC33lxN>t_ENMn!(h${6>7B7)70y$B)p#Xvhme>~$vpO!ok>owgTnph
z#0b$J>v*T8FCJ*`%t(Zol8A~oXCKZ#i?c<B@L`#K+56pfy;(z$Hd}*(oXc+Q?=21a
zfo@;NHd&lLjj_zBMN-SWt=C`3Qx<5_wh%<NGS%2fH5?}OPo{(~bo{B_>9+wDoENO*
zbq-;7F!@*w7w{EJ6hY*<i7JY-Q?zxh_z_f{FX)COrgBnJ#rH&E9K_1+W^Wjsvaqt!
z0nU>umqYqFk8>s@(6sbmdnz*@`wS&K)MOlp88R@LLSL{Q;J}Fg4u-%i!lkS3c-9q0
z>}1I%7;TlB4paNw1w*9GaxXE|{U(rG1B5$!==$aH+)A8rQgcsF5CB`*Ehjl4MY;xO
z1)V$Z65jvIARb8iQsI8?0OMxHOO0`eiHVn`qW_1=?Vj`h>oG;9i}lAL?}s1C>3p*i
z7~^+fB1>y~J3_Y<yx4gj&8VhGJ*GvSk=+u{Wm^rxf{eln#q-75+!Uz~3d^<WJsuwH
zHPh)G0t24Q{lueJXKd!_p1Q7mG6w^(6`klBS(J}A%`1(;T5VDD$oPpz&Sh97U*qMf
z%;M1cpUq0(h%CBPT9xDk8K3SfXRQyNo}bONwzl7WNF*y`fz@F}R!UE@V6xKrJ*x$w
zX#-4>eB3c6KC0VQVVlkPm=x=W@EiYc7ug-2_s5Jh!<B|$(ox&ZO#FPx(|g3kaoMO&
ztpQ;3i#uXM4Ai-Xn_L>q4f)a4B?ZGh-eBEl6-JCl`5O!3cN(0?Kbo6GUPIuZ?qoh_
z{_mUhGI5wOfCn1~9>N$161X1V(<v#M=fBEGOXGpV1Ru7cAG5RCC+FuuaLtQ%ANE~(
zE6cO8xydBRO>E$M7qOE^Qp?^0t?C~9BFjfG*CV!3+SAjM&A6X5Zvhrj(3rMsUtI&}
z!^i>f)2=vc>m$=u((kRru`no0dgdkTqz;GNzO80a4B>t=y+nSx)^hXc8#F8ZOLktJ
zk`#YO%a2A0e`{6Hv$NAYQV9<izdj-u=9b5UyDky0w;UQpYuuFai}WHA^x5anu6xuj
zY!6~6Jy;16A?L?~B-?KHwXoMOvQV1HwQvJhXZun;Ser{7E;#%uE<(dS>q;zx#~lrb
zH)!5rauZcB8aw-G0Pl64zTjL~vVXvM#yF}68JuXHQocK!j+>JN6fYX4wm;Kzn~em(
z&=`EDULctQi9}g9**Muf+88rnnumv{xa&(~UfEqyLJnHY#ILDn3Y4&%!559##veWI
zhUeCz%X*iXSPF)uz%V1oYzhRE3Gj|xiKmCdc7>QAl=(8McN0ebP|?x`TtWNIc~*iN
z!&L9o_EZqA0S(Cu9e)<3syF^1Keg)gGTLAMnS$(gSuXQ)XI!5>$d7=IZf8`Z1Wz)r
z>4)!5D_(VfBp43h>{o;2*1CLAB{RF8SC}-(*_lK7+{rcWtDZA9_Yq&(q|;O4t&F+U
zXlbTV{z|{m*#gYV@YhZNo(V-lbUI!VvQ+S+(B5W0j3ce_2#Bq^pQfJ<^tL~Mz+MeG
z({wjiE|hwZ%zeuhwZ}18*G<#yrGe&{QXvPl!aaB?rE|`!&vxyTi`J%6=3_8GAH=~S
zFr)naTvlEEPhO6IiK1fQYeSj;Qgkm<FK}-BPewi6-#-Gu9eO?n_Jy#4$JY-)i)#T0
z(8qR}1pen`Mp&dKYUKQ?4cAW&C9TZc$vwdn2$G5>`BS+`6kDggfoYx=Xez0>nlVkW
zSXSOs+fu7I;IT@Xqg!1Xyfaor*y-lr$R=bYh&Lwx!g^$1wV*?l>pj6N^XUMt)2eFK
ztL5ze?g&RV24&$$YAS~s@X`SbfIDab$YGzSpMmGM=hxWqM5J!A?xd5n&2)P<cDbfm
z)Je!Uh5Kq%o)p6#$>IR!fKXaiS;7z0Nt_(T+~6xRn7AY+h%kk*BgSWOaYebGA0g&K
zd81(O92`6WZy3Da@CJ&2nGkUk7#J9+)A`@MsU}em_*iD0R~{k;W&{#2oUEpYzC0W1
z#(BUkZ1$~Jd9cDV)uAhnD_w=fX^W?t-vCXsnsOyJZnUrNvZ5CoOL@?+USXg=$g|{V
zQGN8QcE=|Tn*9D>odN+KDh$Jp6Ue-p?7AxDB)v&YG=R>0t6)8XSHTl}y?IKG1cY3D
zg=?|UeuKhZ8K=WHu}|d-aqc6{x!o)*#M!_HEeW0ur9kHd<>}AE=gt@gIL0_Z&-y)z
zw8|ZFg}Qjakp>VF{SK<r7K_c9cmz4DJzF;S^K<A(U;txf={7{XcbW3+h(3V3)NHI!
z7Tz|5t<uK_>G%Jt!aEYw@BF7eR0rP>7*l08w8+xgK0J&kFE4L4l4C<oq>4<J#<g(a
z95;h);Ps46fsoa7=oYYqdF&P|fT+QZV(<++QkRS`+6TwDWUZZfw9x4TwlViRn#<3p
zCjhO0IE`rInfsb!!#(7;<RTVFj)(tP%S8L)tJ|Yu!#lt0_!sZ?iX&a+Ueav8_gEP$
zo`fgAdEfQ8dwVze+J~3}BMO~L2=cTN)?`uh&s@`HQ`h}F*$tNdu5T?`Jrp^z@=ngv
ziSxLEl(gXF6)r-e1D_or9`@xog`6{I7}^T&<-ol&^TQeD8*M-d8-&xELnj$d24E^d
z*u}_ddngn00k?%NobWQStQ2#X?(XiyyzgmYfEq$bLE=B2w!;Dr9Bkr5u~*xvG)&l|
zg;71eWk&g$rfOuYO(oj8qrp4x3Sav!4OHq`)^b>cqJ6K>TI_TfWJn<@9K+MyGf=IR
zb3nuT@(X#t>zmC{zuFnoX2-5ZhfRsyeC>z1UEpZ#ZJfWlM?lrsnDDf@58LAcH_5F;
z(jW8_(pu-<ZtsiZ^2R>ra65piME7`a0FkuN>J`w_*{>>h0Z)zL)qs7r2m8ye-C=D<
z5)3d>IQkDSrBoz!>hM}`xKS7$8;yLDjIwfcR5A}smQ0)|?8l!zf2Ia<1vDgzA=3pW
zTwo}3tU}=jHQOTS8jKnhjB|TSI1j1K#lQ02CDqK)vQ_6ua#K|QB61c76hQ&kMfbR_
zIT=05Tp>^Spxt*Jr%0M%eIfiL2rJkb*Qx~S+#UA4?BV8><QAbTirX-tCz12yXe#Wh
z_Kww6)efq+2ibv%+zFnj-%++~>60!1U(lvF-IILKvzyRSz~AYqbDe<YE?(GBc&D(M
zztcYN7n8~j9vX0@?Jq|^RkMAEjx_tG?lkR~h<|uB&Xx}`_p#~$LT?7H0^}&<pmfTO
zTPSt|eoR+a7hK5*RMAjUz<+(PF%hX&YE<lT>B32Z4YvY)xa2Zw*Tup;IDL36N2`{5
zrq*$VL&>z(|0}{cK|wn|ue%~wy|IBsOl(`I1`MbqHrI-2!h1KCix$tfC+5HQKQ!h+
z-vC3~Fns+RGuwNy+p|nT@ua*@#%kYx*m>u?<E9E59yE?ZXLGU(<TaFWG~nuVA}t%$
zV5MYo-A1&uVjpw68`y{!qc#jUd%#_j8p~ec&4AQBi~!O2wCG}WNbfU_FS-M031|2H
zbx;PtrVFLTzRhu{jlJ8uBrA9XwAhH$QV`5fT#RG>IX5RXaD++3yy%<=v;_5nsqyi<
zBqT3QOjd6a8~Z+H>eKV2&ER@GHFKj$NnS0&DmJaV8Zz`v)7AN1a<AFzCf;RLB%8Va
zMBwu7;KW?!srbta`Qkp_BiMs*-gl<Ay%S8>Bcanijl<b*e?EF<duwCEpv-yb3D%F!
zu7r+!{!T!FKaq{$Ys-LAX!4}2c<&Kv73%BGG&19@#J4}J@lGxi^QUIZ#Fds0zarL*
zAwN6fTOcMp;xBzVT+e)0s6jM|&m1HyXD+@yt6LI*Lwv)yzw^`s)FD9<Bt8e-XAWQN
z-51TSQ%IeQeZ#`Ha+Ur}a!qjCX2^)F{0ZN_AHg2!v^BP(>gghYME?HLD^ANuIRKu(
z+ZkS<fnrI0N;F#)=|x@m<iPX1H-ecofKT`vGuIe1Ocw~pT_h!26h3akpbN8$FzlQk
z{+hfuAapI|CwLQh6-M@PZ4W{lMX07;9t(OwN8pPRJbl`3Jh1nd4iI+7+pOGqA>O_8
zGAd)auh%E#Q5^lmm&_uKN>YOOmX-;v2Ug0_p;vt8_R*Uw{mmItx`9`yx4R_m#tLtL
z{-b%pgV->N6FT0(hLMon_*OD<h+$ko8I+3Qr}FpqJvlzj)_+_Td6yE6P3KVgd)!~y
zoncBP3&7e8IJVw@vFYoC8xp?8I3oHpAYLQ=OxMO)7UX(bxrrEjO8@AeXY4!jI*2Ph
z?9KdWL8M)u@Ujv2rl8aJ5m*7lPpyBjG=9$t(%e*P#5ofG9qHL}zAgQ{%-g%n2pn=T
zn7;>tJlRbq9$972wRg1nbG3}}e{psQ`Oyh83gEXt*VmUE&GbTH<+~I7Y>IEVJ1;5<
zwOZs5Wqgvq4o?k_<6c~`JqoxK&~B0Sll87~`L84hT(9z5A~XYme|<WT!>F2E4pZ#^
zu*)vy-#8gj8hV4QXh$w|#~(-9b+hTi#8*P5kNJ$FW$$mX-`5?!uU`H!U1I6zAG8_@
z_LlRO?>Q0spGx%AVBU}JAJqgb>_0`RG0Otq9|BE;or5-m2(+c5kz!$k9IuJ9*7J7@
zWMzYb^55lIu?0v3M_|tpMe`82Vkok5imLkZ3`xA4w2emIP1JtnuOUA#ELNxQ2&eNG
zBIsR9N`+6X31jH<@e$MB!SY$|GyHuYfS~UjQG>+;0)D@?f2Kfn6KdTgw^RK9`N-Lj
z0l`S$ms>Vg&~+_i8a}b8>^0i6h%{E?*JbNJ5@U!^f_Bb3=Bq>)X>@6GF4Za7`D<*j
zKODG$rjZ+>JE00?)j8=f8(_mji_V&#j17o=dP8SY`FvF5)+3HZ@-ODl%Iq=axWLhj
zPe6dMH17$&#JD(0&}7cw(r-bDQ@<meSFReq&ty{K%#kQG5O2laJ^f~+nd=Ix%mjI=
z!jNJ8V>NJeTq(BM7z~tsoo=!C{1*LjyHxn|=P2C8li(9g_lFh_P5%7)VHTmiV0KvS
zx^8(gcWscZUH{vk+`uSY0uAm_F|G}ZGo6l7zcTf#^#?S*&dwvuza}w`vxrU0={~|g
zON#@atIX)uEqq?HxZ(K0%A)+IH--k>PFNG4QP7~q2Ql=2#cYbdvn9-U={Os)X<es4
z+w3NI#gB0BulA)cdHhJe`!VPf(Wg%##etM7jM!Fb5tdZyBNlJDq>4Tn<84@OGJP%7
z@=lWf0fD7M$Jy}I3;(L$a#@0rnCL{$9(YFE?XEm?U12m{7_dEQe+!vOq?AY<8n8kB
z951z*xT6fO4T2g4Pq7J_v-M%4pjk-^8ik-FCNes#Di`Q3%TyOQTEDZu&8*{Rzh1S3
z<@u%t<;K~zTv$c0=!=R<o$3CRWK<i5O+rCt!F;lcc;H~XVPG`%xvMExW5FfG!pj{$
zwN`0&SYBD2?cBGl9C?5k$@7lBOsjVBtE2^ERaH~v+>c@TnCaV5l+e0VMW07}X!z`)
z|J#D%`*E6Q4EY<6vc5y;1cDmk&wMlBpI#-<M8(v=7Ov3wky@j&`+YysSKj9B5|0;!
zAE{gX47XW51@DJkj5bn;+k7OXd$S`i^MP1@kIC0kZ}&r+Pa!6k{D}r!{>#6O(*L+E
z_zXU=RE;Pg%c@^VLVXWjiRHiM*81|L@qPIizMKVv_^7oXIX*5vBYyFsDX*woaXy3u
ztfTA%I=7qQl%rY;jJhuvql??+>|AN5IMKiktqmZgN_c4?AzRs=f(z%*@}e>?5j=AI
zrCW$+USc%E+k@3W$b?ZY4TnLa$Ih&)t#jvHwcf=IHDdRzDI&TPLPjKA*{N?~SeN>W
zP3<V{p##UHa8gxzcm~Nkx?_B~@)4rA1roXP-~v>0RvEMKK7k4c_+fSDu!LVG%1$5L
zp02I28z0WM*<OP4za*%~T~nbeEK8b0BB*cv8K0RO#h)8$e)%_!kH5_u61E^)A>XRf
zXtfFH=A!q}(L$_{oA7DHDEavlAteWvvEtH5q2&K_u6mae3FZafx^;^c1~tH4OyAy(
z;ueVTx`SzAqyjGZFnqJIQAoh$0Bj!G6s$WGj1jLO1f$JzGl}|}a+Jafue||o^V+bX
z>s-UDOpKj%l7OJcE!iju>;`7l$TVJ8m(2q#19ndgsdp~|SNh^`uW<Kp;IGho1h3#}
zR5KEeDHW~!H3qYbX-Jkb*&-OMgsP-WARb^letz8Z07e-4eg7`%{*(#^M*|jOzwA|F
zkdU$5VKn&>_t8kMa>q-ogjSmwGy7c4Tw6M=Pq5@(Tm07n>T?^<{|HduLIMLPIV+^5
zp{=9}cr}PpXTpHIgRPkdVe^PthX|3la?T?Gq;jZop2LK0@R%*akURsJ5^HEXLnUro
z(mR0VTVZ4|cV~A3o&2MB^ZR7I5~Eo5vA9wr19_xrZguHzR>Xo`B<daLvHUy(3p$cj
z!i|}i&ukaaz#+s){M{#2)_-}TvI=5u)NM9*g2c4v2bA@t!B_RK#{x#o1K|$+Wr$#9
zFCAIN5$I2_ug=yR^hezU&_ZUbw6fka<JM<X44F-rS`Rh*(#9EsOUKMr3NAYrLlC1(
zBM`%f!_hD>5X}^@_LiD_4h+<5@<O(lstAFL=P+08MhV@J#gDeO+bk?BNdFUEQ;m~F
zqXMjuXP=-h8E*9S+=o`M2V!g)#a_~v*QvmLCE*O~ioz5DhN&0wPV#l<QnUBl0WxCR
z0>#^B2gq_?BT!62{J26a|KJ}8QT*hzpv8=vM({xIS6MuQX)k}kSpBO-dALG(>b#~E
zxJ(5b1cSwct<)XMe~r_NQ;UuD;ckIhM3||MihILoAUf)9h&XY{^`Xknv8QgfWVcKS
zVJpu?Tg*L{w|D*Aj(?@3I{ca(($OqPvL6{2Kyu7>H5NjQly19BePQP;g4WYpIMhB-
zEg70ruFeECeO=Vo1xB!s{WpeOWh+uikABRQj=2X42vw}z-YXXd*|&cvo?{$7ydR?2
z69*3TeKdFXKgAut5628$udjxNWnTD9Z|4f;hXh4T$=y(*UgDhtBE<bl2U6bj&!GRP
zaahQP(_G9*)`v6nO+{reRG*pt{MlI={^nM-SRbLGK7pj1pF%n#`9_WcxC<Qz&|xYX
zzW98^f^DV=$EQUN(@Ko#xxxNHi?5xgsW|{<0d{5%X(ysKYe)F!B&B<}Q=*aS=w4Ot
z=!yN8($9Y~o$B9y%hkf(TL`<Q$kCGu(D-eZURoh5zm<}!_;SDiNBf*$K#v0(rzHlT
zV>hgUCHI&vGJ*HBw(J^5FDfos1VlE9=W-&@XRMU{Vzk-Ghjlqw_1CeW+x&@Nd7;^D
z|KRCy@XqYZT0^R^bp3S1U<?%@Y!Voa@dfXogywJgftgg)OTz=#fv!(@CG97l@N}(l
zbUe@(+Lv5!MgjrJ?Z+wqWgCp(i%cD$-FXl9yK3sGxY7D=PPqq`h^O%x;qNx6aoBum
zW=4O0wD}lX7%12zzrhR$6&q;gKuh(8*8>E0f1S^ti~xun3^Qe5mOIGmvCnMg1!#`y
zVd}F?5`P?6$#w=M$fFK2qnORdM2&z=0dYZ)cTD@7&P-1(>=5$K#UT+yC-&Ko|K7eh
zDCHD7KQEosGD=*vCnQZGr!dC30gQM4#(C$_Bz4TDeCE;<i80T`d)82JCJfibz1RZ)
zY;}9K$aA<@=Tmkv)vM3Xzq%@s`)*4We4oNv+w9jz9S@N*a|t)`IyL;cO_qlE_gr(+
zZI1-TuYO(F!RinT&f|T})P@NmEsQqr7hu2r2xCc3qJLEf34=)z#t6ggP6P@T=ENdF
z>#%ujEC!|pgZM2~S<7GgpHEX~%=`2U#>Pg{$g6KItgU?lXDUo4uL{Lv%*G##59f%$
zdX?@cwq0&cGmP$yKYZtoumkW&UyYJp-s!9`y3oJ(=y9(=!#V;-Z&PMxu<O+ZG@sy;
z1E)OxPI&Q`G2S^U&D9Gw3pN{tPj}b8sV4G6(ISkwW{a{D>RYmKe>U|a#%?k?QGoMP
zse-XouMFe6Yx<~fi>9e)?=YJNeht(_q`+A~OGW~uR~8^emi%9mBF&JJT(@}qptS)j
zfmpZj@**ta%dH1byO%`OA?@Y2zp`X2jI=Ss5F<Mptm6^B{@nitD$b9s8C~lE-)4bl
z2Mbf<_fzFVK8LwSmhA7zfj26sw4Nhf<FnDyr>MHp&4+-b>e;{eu=N2hTk5Wr?Y{=g
zW66cPBA_)<ePXA4^a-+KJdW#}MDqjbc6V8SjGVJ4mR3YLsqFR-iz*DjjN1Mroa{zz
z#7*Tk0*HZN7E;T``^aT;NW_DaRTSa=RZ~+__E@e%V7j4GN5#t<4|B{B$_r?dhymxI
zJf*;#@sWJBNMIP0fH}~@l02<U4HTFbzoA4;G!S4=?tBru5)NDzy7B^4cWV=wfL9lL
zAE`G=@lpF7Bwno>p}R#1p~V-mSQ^=DLnmf)D#|P0R+I<2^#&(vxnTMM!MdXK4T@V&
z6|EN&(l*t*%P$-&kX>(%*dI_gH5wM;TiVb3jaEk{f;;)E*QAK!8xy2_7Z+aeA7y}j
zclikP|A@%QzT7p8wEw=8QaT{Wu+~E_04#q|LQZ7qC&W!1sQ2)iryh`blFEo&ig-5(
z3ZQ$Oh;YlqHvMhPc$j`|uM($xlaAMucMlI?*FM1fYn+rZHd$+5E%_FblvS}#Y;$R3
zxiup<jvejZm#WefX5fB*|M<{q75&|A`si_9vE^*Zd*&C29|h+&)RKW>UwQ5KdJ{JO
zr;M$5q!<PC;va}Ue~ylg?fz(iG3E)i`oG=k!`Xjw7?&kBCwGqLY)|8in{>Y$NI&4k
zKe=+1l=T%4k#x!jTMr)!_s{EHg)ptQT`;aq%haMb1rR<CSS8v`DJ+zHV)SIW;*~*>
z&dWL<h5P$6D&8nMDsyhq!nHirBFcnyNAWTgs5>J{d;7V{1@D<({qt$D5tVNyG+`Bc
zxy)|K#)ES{(XbRIZf!5t2|@^^T-s_5MP7cDgz|T}g?anQuEjJvQGH0tAEun^Ev$Vu
z4;~|Q4WU&tPaZam$8fuIR;NYKu3#3&?X7Kt6$8VsophfswJvSG+jV-bjH|9`O_WO)
zHXf7Jofk5O6u<++5W_`;r)Vu@=vV_y`*!xdeQxEb;qf}$Qu?;u?A>g&E%(g!h0zP=
zHL6j!5fu6sq=a_%8F6kQvMXG#?xU!+`MISAW*V4s0Y>WTKo=;rd*JU3NZ2u_8)5dK
zbCwC_yU6OGAg(p5a|dS$o6DNs=HtubpOw~ZMgKem48(<hh>8N4+cE;7x`IL+6z>&G
zonS#Sz<<-Fo(cmFGuEek-51k#t0nBJ)(jkP4?JxHPo01?$hx9Rc9#>0FX7`g78*s>
zR}a1cdPn2!#3i%6UpI~`ON(3PehJBAiV0M@;Bfnw-rf17Qo@<0%|fGAsEK~ui3+1L
zVTZ2&rzVw!HQOG730b%D?h^iYDO7*?omeeqE#mHu)2(Jv1qyiZdost1r9E~snj9?5
z&P+TFT!`i*9pG}kg9LRiI3h+PH}5gRFmsOFCbpW_wp~wQx<uZbfbZ!|3MN_QeGb`=
zq}*79j5)7zNumEQs^Ia@qnCx(9pjT}1iA26-ghgXgP%FBQDRPhz*3*`sC<F3_gmNG
zS0GpN#jTLkB3D-nOQ!3QMxg@%q$mr9;-zUqL_!*P`YBKUVv_oY28D`Ysg$bH-k83b
zv-P^(!j34Jk4DM=;_~VE<d5uR=;-@aG{RT*6}4eO=vOa;^i(+jE6EcpqHZ^k6xHL6
zBITZ_MdX+IJeZZ8?`FFXdcd5AeuyJG(oL5JJ;7PH^^!K)lX`WS3-v?9m(@DYK%>hd
zu4+n0vr=6vapP;C;|x`wA2x){OAMSsNZ7yXe4hRTe;%05(Ejx&{>l@{j;sjY_~v%3
z*GFPHeEU9Y6J>-yR=7GF)onNTRQEl?+#D^fx2v!2G>%7NGBqiT52pW7T3#sNw~}g6
zn5pJP61eG7k}`J#3>v;6SvL%$SxNq+hw6?po>IW+SI<yx9&^}<_>#MK|H&GwFEW}a
zO2T9QJLa!Z+0^nJMKRfP*7jL~^B-HoR<tUYD6UG!8$VkrF{2pN`0J_7{UG$4{&Xq$
z2N-|?it?=4SiS{I%J@J)BZ>f7^!cCtf#y^%{P+KSt!Y#O+Wd@HuXX1a-a;NoQ_@^q
zFU^q1*qHT~KQYi(e?z39u<_?%AePk4U~(M0l@e;n!aF91iKkA0oV|xfbW<1vC|Ju)
zKpASlrdOq}NS8>p)S!z6&ch#3G#nL#k%1PUDiBfDn?g7pMl}V+<9`IbY?RZ><C3w)
z32+dx!$T?B0w%?d4Q2E`K3+vE#X>9wI!qH!vma^O*<#;VJKV9^MgINCiza7Tb@PL!
zUhdBR0C+CW$__F&#*xz{=3IpkzY^^h-oI;FQX(Rv0~hHm-+#ME0Pyr?4z6jSq(fgf
z6Rh4QoFwoM{r&x%=A*$7OI$?66A>m$m__+bx!@(V-%W-x(80+12cmdX?#@*HT_8%(
za;R!>eEhhWA?)b*)9md8`-I>I@x%Dr`%B$E=sPVq`F%-9<Aut6b>E!gLU(5<)WlzT
z`*Aof8lTFf8wWazWCm;FynV|~Y;Q*Ye)|p^8@m!h_JAf3g0n#hoDC@{DGFZR$?5;i
zU2y~`CWyPCp`juDhM^FT0B!?}o1Gt+EQnH++hSaI3v4h@eb$}*%>#sxe_z5=J8;z!
zGHV8;r#}Y6-`h2<Rqw_Auap`bFyy;(Zn4DsW@}s55)4S3f~e)XzFA?^1M`uv2aQ*g
z7JaMaBXe$bkjZk;oJ1DhkMHAgTVRDDO(?gps|JD?Zd=XzBncRj@OYUH>n@1LIm#ox
zM4+Om?5)@T(@cgmXo-3S)8c^L+H$I**!9@Tu9XMeJO#?;vt$1hj>M;lg6_OvH8Fw?
z2cm}d0=LBOu)I()BuvhZE71gngoGw5twUKe!*fhv;_BnfzJ%v3e!i22`$nuYp8Tg7
zZQ#KR(CqK^LBUSxZ{NW1Vrj&3JqokkW7R0Ne<vqWcXi-`^#e)x;TSJsOjenF`7##C
zQndTI!CFgCOzKMl)jHKPCB!S2N^AH!0};G)+t4H|q6}2{#~_g5EbuSv6-<@Yvw{vJ
z!Wp2PHsLd9vIuT2DyRrxwZu)uFl)Vh^(rh%w_hrbaG;7jFq})@H`9b%HXd?BuL?-s
zuNxH`$*kIt^ntJI2H8S;^O#O44-)%k3QWu(aaA9hynMHcy1xg5w}fwhH)2!;<x8r0
zIt6)SBK=k=VwH4bfl-wO<`77#!yE#|48<0}kw8m5ZEPJ33oGCYhSqAz@ERIUOzyzH
z#}GuBB*6m)3)&M74!nBp(Aru)n7_hiEoA=}UqnPic_khocN6ED1?pUdn$@;KD(Yv`
z)i)cjK{q$;`?;oT=)h~p$G0YjwALUgTRtM;%*Iq3E0rt=g%pGGcWT#JookfKzNf^{
z<>XGD!b0S+?`ZOQp<n~(v2HGpfta1+Pn3$TM}>-O6Vl1@gE(*S@WN7I7Zn5fDa#yY
zLuX}`SkDQ<92B|#(K>J4FbBCI4NROc2_^0r6BBa*{7(q!0lpT(#{#Y-O#U&x?Yfp`
zZ&buwOb8=Wxtro7y~)eqN*BW<W@5S(9v;THvNu>?OI1GoyLs;&@53_FM7cw*pe4WE
z1)#ZOp$M##^ql`r^jHSmZJ1%_jg$|yq|bqYK9aAv-@vl{!S1vqA4kx$AvooFU59<6
z@ZUefeZ<f3jISpEK-#rvw@^?NYaJ}15QLG|G*4;`ioqKQ82OFq>PUENYwXvJ%9H*5
zQ9pdR9+-9am(a?*B=?kec|=k6Q~HrGnk24R&0R4UmcSrphu0@`HMLuNXaT?fels5v
zQ+a`Jkw=L}uZWMU5Radm8grMI;t7T2^7;9Kff4%?pWY{7!h%KX-CQeEa{W8MODj9h
zUFSkfz|@-TdBww|UiSNJy(n8v&an<KEv5P$cS4O3pAtrLtCyRJoqVLq3CJa8(un`M
z6o9rmJ7ZCEL&oBa$3o!t;d(;n+12@JIddXbcb1|g74O*kM*PA;A9-!NztWwXnVeh;
z9ptk1!3!O!ic}|yc&iho87fqils8PWs}H_U$OOKSx;P1AfNi*=#IQ%T!Xi#0xB7u~
zT{sxkKO-zh2?HCi!C`AvyUE=iO1{nO2yQUMCtT)n71LRhOFH1?YOw;})&9PB#uE<c
zWN!%aWv>@M&A$2jCQd97b|~rFS$pcXEcpe&TW6>@!ZtgNuI>zTvCvZn&f$5Y>Pl{e
zrMXwm8>sCJNx$o1qSgh7^p{AbCPqri%z%$ZyHc8(q+kfvh4yRVS0gX5KkxPPZHL9h
zsp<a2+5r;=yXTdg%4rSmV{t_MOFZ~~GdK!W%gqQt1X##U_Lzrip=ECFI>IAc@A#Jr
zH3s|v2TjaAI-XnwCCzm=R~VU|x>ZelsF?aQ8XMwMc>U`M|C}98-60{8P9+91zY<6E
zwvL>cGCfisWy0IHgAH=7e_!V)@y`|KfZwwf?POi2FQ#^1?qrDwG8Y*t)RdI-A|j<H
z2&|diO8;Pv!sBl$jw|i(K19LxS@Uw3AOqUP2djhL&{Rjx;%x`(Q+r-fLpNxVJ$+B-
zWMpKpz%GCTW@*E=K!TV9K7!f-p{L1$Sw@<U51%{{cB-22u~+Upk!VX~w|njvTS5Xa
zczV3hZsL=lEMeLqF4fB?@AtC{cRz9B{XdkwcRbc@_&$Ck6e1~-RTNnnx4lbCRz^nl
zy6us@Nl8T{vPVirWbZB6ZWOXNw`A|l?|k=szTdyT-{0%^`{Q|@*Q-3Y`+dEy>pIW#
zIFI8v-%<o~U%z<6b@|2ik|K$`4614`&115w-5CZEg}2`l#ZE<JWMp_Ru=eK~NRMy8
znzg$nfn$&-{lVTIpXa6pOoG?rTHxY?$zZ>}V02r0$=V&$WuA*S`qZIBoQR^hpYwM9
zvT{<|D+^+DT;ZpvB;qZO<~*f|sxuPZb&PM_%AnMEUi=z!zg9gJ(~(T!HiFmM`sg!}
z_Zp$|U-e&E=P4=6uPg}!>ymW#hFIqY2CJWb`lNPjk&9r&;kl(Jahg>Vje&my9@XEj
zCLX~?0XfUT^O!CoLwyrs!-rVWZ*p1<nNH~_3(7(KpxKFvIG9AIdL~V3V2RiA{hsi%
z8B?koC&!ie7)na^tqaJnxtksLwBhVBtGlF^m>QaExwS(M>%Mv`MwF^EaoT+tmn~69
z>wnC5G%7zZHC7@OZ)P>{!J;puCq2c_FGj47{-pMVSo#n}BR37~WA?L=Nmo@zLYahT
zdp>q&(oV$2P1>Z4<|faF6&MpbPiQhzo%nY@iWut7VL*+C*aUwl3j8hjM2+WrZ(|8p
zu(FUJzRZ_*53?n0RM9VmI8#1)Oy7%mUTseC;zga`iM9Sd6)ewfi*)VOGEp^jP9^!L
z&!k%|CAPR~5r1lK@U%lSN{v)0TWIsL^P5L|{5Y*uec5&8<(rFpV(ZsX1SUikxM4?c
z(%0;-QAIgpaW?mbxW5*El>6{qP>WrI$>$V<Sd70Y2Z=_GI&$DN=?SsSjo5Ot#m1XX
z%e^6?3`QruYIi<q@<ha`1X7JSa+r_l@}QC`=ag#3&Gkh(^sJUQxRWcJXt&8eo>D~@
z6iocQkImUFcVg`_9Tkh1<7Q@d3{>gnQcVbD*kBi&c5(}m*NEC%?C&!5Jlv)m!73as
z#bS0U9L+TG=9q|zu5fd{9hxjIFL^0`De)-C<5r%xp@(K)h!OUtNoG0AeTDSz{RYC#
zRIGKv<1xj-uU_dsgLir%J-3G6>}F0a<7FYPUY3LH*hm9j$wyJ#=;_G@Y+CVI;_2It
zVkoKID+=+LbwSS^+=409If_@b{@m$>(@8yE15Tb4hN@`(rPv?puT!*53#ay@2oJV2
zsYXr?3)%T4-EutkRvua_u`n~g4-UYDPtC~oh2+*ahE+QAW!9#obXN*{@3T9bpDFHf
zlf83_jQ%tlgPL&Py^3p&ryeZdh@G=>n)B2WQbT)LEI!hF<kPAZb>>f{YhXiAiZ)uS
zuqj*n&Yc;O^pEhG>BVtltc)7F>aRvJX*+9peGYCLe_}T}JSSS&;dhJ%mLmJ;@4Tzl
zIvUscu7~G+<gK{t;)GqBY@)zBy-k7fner@5kWWOscP!_RRvTDrO$T@*G|y8xS^DL^
zdevg~3Hc=*u_mhMp^`wNK<g`xGp|}Ps0=mYC?4TyqlOMr|KbOR{!7+Q>(7W4vMl|B
z7^fEW#!=l_Dm(!M0eBB2;#-)Sk5M1ZwxSZ+rS3m}bJjxdvrE2rqxaG<aiVy9#ZOR6
zd?&>;OG+I6I#NQe8HHPg?n^n9%f{UwZ+Ub=&w(r+drwtWH3bLbz^3{%4Y+?7f4IS<
zipF7`!ltJbE|$MLSJ-nnXzn1rGG#wF*+i#ETz!_V<Lu5zL%+BJZ=$%M$?|r2&eL~(
z=L}tAd9<yXrW#rO_IAcotR8C>oj%?cF6+&_!pzJZ9gDm!hndrdn-R2L;c;t?G|Tx0
zozicsz2fcsbxvAvzGH%HOr9;(?GldHyll;Prw5pJhY#m_%EGKeDTHHt$^7D_>B8bl
zNqOWlMcV`Xj@o;Fh`Y2^?UvakX2x8F4SrFzn=2Zj1cKaxG$kda_nS`ieMXNLy}jxv
z$SInDf9kQA-<&sS6McNWSRNaT+&^j0?q7u&A{7q^?%az@Vlw=S@!qE0G?ywCwYll~
zXCgGOIppaQzgtd!Y+FiN$nd;Vx^`mTWq({aR<2bcMJZ6M=-X(?Kn<&*YgG_=;Mz3S
zt!77Gjs3HJ_0*9hJUGNooa*-iE>*Oe{7kcBjgLl%>&loSD5Ea{EiGQi772?c5MIFI
zgxViEV2{$37!Wp>u`%=O*RLCEUbeUG2_@5H(vnig#86G7#Vg#en=o{<YLcCCM!^Kx
z-BsC*0KMi=hoxd~2KxZq$XP||A3SwNv1b~dD@v_(52Wl4zFA}1SQ=J5SkA2psFQJ@
zV~CL&O$~Vk$F>pwp(mbks@WIHZC$O`hs%*`?2!~4D}88aQeNTeaH@8#92N9kE}y#u
z?gyamB|wN)Rmb}a&JabRm!nedXm)sXbcTW=9rQ7GkIApMHTQ;$JVpm7?DJK7#_s$r
zC|UVL9Gq_>WaBn&`^n0m&qTy$SwMOTUCZMpRaj{C@@)KqS)H*WHU>=$MjDY9GW6&`
z$8xG07SGK8e-aO%wrz-%TJ>=(mrawSgzQFIfR&FhKXv=L+rLjbAk&Dz_=RV|lP8m>
zRzS37Y3SC`exT>I>x9%d1*YFzR1`IF(8ONCilYWRw*nO7uUy6Zsu^U|uxr;$Gr%nl
z83m=D=w<)j4t3uld;IyBuY5Mr`H7c}1pjE2n*6Ly9<>wOKUy%rm04>Rw*2i2mMVoa
zeDU@zCw7&adGzelY7ZCPyt2Ia)&;D3Tc$@+WP^04p^}E6jb#awct1Djsj0J^Me!I-
zebc$LJv10SNPg>9n#*=!#4qj61KgA>MZG*v>>2@u%%gXl$sRIP@Pc<LYuVb3ShMMk
z9TSL!8A56eC@WVJMezLgBQoFPt?o_(>~ikoNk8m;v*6?C+(_8j`soiMF}6cRMhm~c
zdEhUMfSrkis#wm0*ROHcMOHZkr`vf(r@J3*41Nw`7wyNa(5TN|3$55%&C={j_1!&y
z5g?{R=smlBH-B@fjcmn2-Dz94lGxb`#VM^TwGHpC=J`oSauTmp6SLgAV2j)-oRRvc
zBIT!6{7%H7X=@6j7i|Xeo<Vzq-+oM@KiJ>!uK*8NM7(%$N(oHY0<yUA&8_aiNy%Xh
z4>!7efEUR_v7p!^rP)U|N9ynUnaRJ@sRECjk*wId(EG&kJ^Fp7M$P4=zcJoZ3SO+^
zEBlQ8L>K8C#Et|W-_CL{IimA9(MOxdMU(HW1l@b9;3iGj!OX1slHDRo9#Ih-ZuTex
zHM9pbZ8_E32zY-7M4-Am3bFiw2>F<S0T{NXXL3qTCuGt#1kvn=f04h+jSZ=Ed2Tzb
zaP`gckx|d0qO<XJ@)Hz#E<1r?hR*~QQ#$G_J3pRUo5j%-=H)k|yDf^ciWKH~Ol~Fi
z3MI{SEUSu1vkdgv8D*_l>F>IxTWT?Rqzl_wlk$uCtA0#pLhQ;O*l2h}=2{PzaD%Y5
zVnSkRxD-*(H&$1*&#fA1<$n+HQNTL5#?{PH59AXNU5iUJYp$!`<<>o&nb}<>>b&&E
zOnWaX?%)r_PJ2|P(h7h3+I2yetM#Y;)*f4l?JFkP=%Y4!YIPts->{%w`+yewY;r$C
zr}R;nsd;>xt)UgXADgCzm-Qps<{sw@3+Y!^EefYed0n{%Y;42|!U@dD&s{$EaOdSH
zUY_`3$FPxWvUN~D>!b}nWj*Cc?*!{gP5b&R?rziP`--ArgN2Iq7LbPFK^8V84go|X
z+aIcs<zJ1buy}Z^g3rUGnG-H_{to3c8=IO=xlP!@K0OEdpZq3w&KtH`#{Ca7A*Luu
z=LzcS(g@D1Q*ev~aFOc!jTY5PdG@9nW$R`6BcWM>B<`+v_`3-;tCvpEv>yvH$(pgk
z4JF^GS>7vH-TPBUJo&A(qp@;1Ac2*?lVNt`3r=cpnyTO3@0V{~@JrSx!ktm#Fe$5&
zI{VtuRLq_GH2Vi|3r1c<K6X+;VY&Cr-(L1!7V@CXP&|yAM?8G~>SW&j*0=@s9{-W-
z>9Xscn*&6eZ<<nOWV7XUgU-?&#cdKO6vlLw#+3ww&oYa?_k01lfajf^8zXKocox&a
zJG%%Ii>3BkA~(*#d69rTY4>~3OIGXOb@?WkkrV=ukH6MD*m~|c9>ed{Jaw;*Eji}&
zL6puFRw94GHP%;ln&}LE4GL^EXYUI+NGyq<R47$Yo7TU=-ub@^=4mSEkoQGRH^nl=
zf9oE<d*@DS_RnB{<}oqn(=Z_@B#4^-B7RqIh*e+5oT6}j=m)m>WV?XX%O`FWWK1?U
zagnhEZc-a{G0$?Gl5O`o1f>!j2e{JnGHIRW;&9hz+Z)DD^#80t1XtCtOxOOQW8iHh
zCGPfesF-x?m07tO`tZ;&8Wt(f$YC=u_QkvUV-DNX1GRKYNdj+G_hSV@3Te%?E8N&8
zw5^t>rKO0jFpC7dC_M9m=*6!}l@<8*lm2oM9quC{WvbSuNE&(X`sIK31;lE#EDdfO
zAv!4Cs{f!7$w_{GKH@7uMb!|*<ooBTBqt|grF#y}Ff^9oSQ}4%4`kd)ko1az7^PC{
z>jUkdc^G(L{X2WDths;-IsMRmfsW7@@LL10p|E9KI|n~GUc%U36)j{hgxx|x?kZ#_
zQ14VLMV_N$3wByZPB}CvCf|V>J5;bM4|7kFobwk8<E$q9yy+k0<g84mu2j7Dc$(`r
zJr-!)cwBoDO9&(F4USd+TePST7Tt(=Jxk-8dpqq7-5*7kJ(r|?C7`W~z;_Zyn>|3#
zehDaQ<#H^q5&jAo+1ppG5$TlL%>rr0bakRW+ijbJXt{Dlike5iBU`(0cREb^&(F`q
zz$gK)qI#DuQl6^1h1}Xs(A{D|C3eH0Mgmk%*CZvYcaKpsZBDCKfZD$9hg>H@cNc%3
zJ&!q(k!`;D-u9x!uhQ4-JJj@KJ7WtK<AdF%h8;3Cq8`l#Hb>uGj_$-+-qO$L4Oz5t
z|I3a(UNA^e{c_un81^tfmg72V0V-vV)g*ETF)crcjFO#_$Gg)Spsv$x2C{k4nD>Ta
znAb}(TI09$qQ45b+8@fx7ec1+4Ul8^5s2q>3$1L)MO^I#^yER0L1?|uNMqovr~L3?
zLBR9p-;}`>vwM6VfMjaJL{TVXieVpU!?F~2CW>qR*_-)(b2xdfokxdSOC$QGzU1$s
zOpgvsVYbG%4)-B}_9tq7ugsopO$(ZEFLa7y164ljc9{(pW^;6D=EsB-+pO^S@5Klk
zbFrFyI4~CtZq>S__B<Os?{SheyLNnlb5qYW)^2Up_d%XEOXb$u6FW_HC8vA$h^}5u
z`T#uvS?y|1LFoJvjukSer`frJKBBU^&I@rO2xqwuw4urc&pUTcEe#b<1K`Q+-~&u`
zMrqB@mCF^uAeEjKtws94LUeMS%M3J>VCV*m`6S!Aa>hF&F5jBQX56lcTc<(|O{5zw
zvv8EQ?f8SBv?3zOsTx(bKJic~Nn8$!Rp+n$XZ)X=lNU_SkfSa?wmKyf_J>jZbk3vI
z+W;ZXr(<_l{M>d{L7W>NT=6LY2kJ(CpM7W0^9O--mtJKQNRJ{ud}w@4#iqMcb-3OR
zM}jJ-p&l`=0hu9WpD36ig24M}N{MaYVU$0-)R80^4<gk*mo9itREB<aMe_>evK0$Y
ze35oO1UX%47t+Be+BxTl$>EmuNQ_(S(_DU9?TOoHqMKaITA}n$91p1I=I{tSV`X24
zH&o&>x{?i~P&otqLxuc!(czJD#@1MzLC4ER>QD7x8lGp*q@KG>83WftOQW93t&JbA
zspdy3g&|_HfergJ0%Crv-W#aH!wyZ4rQ&|XR~l)=gWwF*evUh%Zk0I%FiViMy#P@F
z)YsP|>FbE^!4l)nuJPgST7sxk)0PvQG-j;Z7oB`#LU44tDj*OECBu3POW3=(I1(9<
z$Pd)|Nry>pUlNMPe#p}KDw>6Hp2r6mbw9sr<in)HF|Zy*;#<m32(Q!(6YN%-{1rgE
zW-sWs7wGDtoTB3n96o#O3AXUO@{v0@y-K>8@ijbm(;0^Ip?%loZfNFoFVMhy;^eX*
zKYP{;n1aXvYruGsLAjuYnw*@xgNww1l-d-$FA)6K@5C3ue?c7uEqrGz6-dpMrH}4B
zd`Ln}!RY+OO=Klg<ueiLei-A{?h*XkMXz1i!GZT8hx+O+JDj=)SOxBIruG7o>dx;&
zF#EaMbITY+{x(BJue+oU{+T!lvE4|3ec<x9*QhO${TeH4h3lTYAO!dG=M6{2&~`%?
zglu@}`eXyBABl25Gr99CM?UX$T9$_35}p&1J?o{rQqC~l>H3r8?=f$GM7g1A?QEtd
zIE^C`R%72}=Gm;?2-Q{?tyrxi2-L5IIDARd)F}dlPk(2MZXQGCHV;@>lHL?h6A&qs
zh6c5P@80!N9Mzvl9)qOy*><P>O-sbULm%k=V2EHL0}4*93TO6jI;BKcL`7pCXKAc;
z%TnmQUx|$RaBslLDB5&6SdKPXwM^BloJ%XuKaaO-YiP-}f46)t$z-M_9HuIg`vda3
z0Vr?}_!mHtaSst<@9eNiNL1DNQL+neuLM2LdJ`G<GcTppc6o%>W(A_Q!He+*+4eC$
z;SoRSnYLoLG|Z2?jg*Ww>tS=Y$w7g8(Fu^eK6>?)HZyZ|u@EC+6p+~oSv#{n`_GS}
z*RKcab>0Msb`_dZGVtp%!E|oAISjeo9|wy<vjiap=IDtlB}-x3d1^brH)ao7TDndM
zZxRygC#80Zw{PP^Olg{Q0F|V2+4A1;!Ad??a7@f4Ksy`9p$?A|vTYl68$auh#h8qg
zJ(bw#KnvK7!~ipk_vzFfAewzxA$2fQ0g(6qd#x4R5gYfjnA4qdW=;v~V3#&NY%AQC
z?i)rxcPwf5eS3BThpi)K+I0V|ZFSS_Z)3+>G~R0IUg5!}-Jy*ynUz?^#9cr^=f_9$
zuFf37JxEEp5^2$0<+=nEtSQ~*FzI6v6cEOYaUHR+`y40g@cLaUM?2+ts(*l16^!Z-
zXcrNhUc5M4!6qr02nK9<=3R_HB>U5oP63k{J{dQ@$?<|QM-97c)1uCQ&cRP(V4ELq
zB%fU4<?VLqqEeQ)1w=IpiB%Ld5}lVvVgYo;Wmc%@wh>0Ln0dEdkFDgb9oB)tKk1-O
zWSoP5H*+~XHI)}ISw@eUaEY$pPBmxUu0Kt~%sfmki=kp087-j`K$&N*9>2zz?|FIh
zxA3Gl?fT;_m!5iNlG(hw^)a(|iY%@Rli-qQt(AFITzM(g`Y7j46wk-c29EqQhcp+G
zJV_jnkQE94&iV6WImA6eTn{`(&$Nh;(C^Q3a=t*YYlEAdv}*3Rjy+abk3~2h+XR3+
z@Q@xp+qp;+kHxvXxnubo0&R)iXdGK!CpS1bvV8g6J5)-ckt<YL57v$Q`MI@1ONDrG
z0?(?wQgnjI+WdqF{8zq?-pvi%iKla{MxD;P;)_R3ZEIDMqC^<+W)s-``8v3+_Ps9b
zT{X16&qbv~{xf|n_o+RXU_VdIzwxAeltb@#axjjVumaQ94EhB~U&mtuSFV2wn2jEL
z>$4#BEPF^4^$?JB5#jWD)B7k1$|J&hb7e>Wijk4OA|-|9iZWh3ii}-i8?nR!tsmm@
zjaX4aHj84_pzb4TCa+n=S4s>3f+I8*T#IKB|B03Vmzs~;oWjx&?l8pZ@y{O%&8-O4
z)}XJnt*v>^nY8_1XO*yjDjH{=)wcU=j%+bGId)vy2rvqD(w@^Q@}itj!anFynhWxg
zMm>`LB!yyFa81=HJLp1(`JD`NrJBiK(s(7-2~Y2MOVf0Vj9q&!9V?QUY=>AAQFA|W
zuJ?d$Y!}=r!CoGX)+_n|GcNRo*w+Rw+Mq+<0`zEP+Ae*g^q8jL^p#8u`ZmZQ^LTeR
zk|mS$AakB8=u#=Yt@otg;%wb}NqOBq{scuO5(TV?D;Y@AL(&!akibEiJntuWmt=i!
z4p*onoS}hTXs$DrLmdisM8?LqUttW{{gD8BezMAQY@;OpB`bk3QCVD#2wfa%QL38G
zKLty2I__kP=Yjn5g<N4C+BdIWJqU-gk^L2Ve~VdgdPEfZkm#HzeW{p8wm@n+bG+5-
zvKG|R{UfWZ4e*k<h&QGc@1BLqzJw*--p!X(=G*EMEv=$&eNmp2G#R(wze9C8`gci8
zhwmfTUJW48j#s_5>xPQ;(=lB7puWS5RF&@~oZF&2&NLsqMK$%+rU~aDqnmK>lHU6K
zZwG;`8<V#toxhD=^iSS7QLu`#l-8H(R@b8ao$XIQYo07<TL@JNqa;bS9V|vUFTm$C
zQzK@f!2~?|>K%!3;R$4hPnBN|?j?5mjD#QOl)LN4iUJ_?XS7VX9xu&ld{MDbuYV_D
zjNrn%t}1(`s(AECZ|0C0Y%F$GC=PG_fbF8Kz5IKSk}}VTpvdH6-+5uj&~u%So~>s#
zrzj<QJH4G-YH2m^WEY&vqwg4$BKEhM%`z%oEc!b3=1<$tJs!iq>V>c3?S(uBU<FjU
zpbVTb-?7_0a#I_2cfc!t*Hvgkn;NG;@}!6ttH`P@RN0aIl+L6bD?r2KeGXqDxPMWq
zIG($?bi#fk9jXmfwq#XQ>gF{Ra{!A!zAD;v`INc*UZxspHFQ`g%SB)X_SX0W8wQC9
z6;^d$t8G3!Ci7={{n>2DKJCMn&(5sJ?>+p9w_En9juvJpspDyr{w+vNkdI38y}ao9
zXP5@?$;~*ZC}*aSFWVf{OIA6`U>(f~!-&7@bzHk5{(P$_jkA5kNh3FD&O?)?F5xR}
zl-b%KhRQ*cB=b%bOE4xJ`|527_MpAg=2@5%{$hLYz8+MlT*&*c(W_KQ6yZ@r`yQNC
zN*0=?=B{%TaTgfq#T>sA--}pMbK*;;K`AGSH?AMG<NX;=l}71=+0Q=sONsjWLIaOv
zz|8kAdju)J^9`7#@<$M|!v~YFWkr*nD#30|F=h7l{<{2*2%2hYH+-K~TyBdZo!;_=
z);#M++y0wfh2u+y<dtUW9;QzH^1jJ-$Gt8`hU>Q`@b@}uPwaflu^3f>JMdKp*e$4Y
zM_u~$z#Z#G*B(GhMumegr;4Lj0#wHcb)>PP#CTExdr7LQJ4}n(JC16ah`1q5arGRI
zu#RHU&4FnpHrS*Yr$e;7;2sgj$BX&6Fmm6|`;?5<qf5}Px%}AfPOugC`tdpx!gEWd
zbD0Ow0Ag;Gy;b<YPTVa{?5Tbl#%2KZ`ZXL8QT0M5%sD5#f!j`(^C&npUxH#&BHprV
zrZRCHZ`m7HoxW2bY{>)txMy<MyhJ94lkIp*=|3y>{~l)M{iFX2K%U@fGg{$da&mkm
zu{~fiU{g|6Zzu-=4G1@nze1FN4hT8%NW0f5LvvYo^L>-A#ttjh=Pt+14VoQ9Jr&yE
z>TB0bw_Pg1(CUmbsGjeNvyd3?4S7w4oy$<^PL)gP=Y&TZJ5#pH?I@}hb@z$J6M&i>
zpUu9Jv>5#__nZO?6(dM{>7{)WAZ_Odiq4qdi4R16S)_KJct%`ya(ocH<wo-wK-4<D
zGUh9&lA~~J{~?XPwmI?odB28&!92;$M>SnyS(r`xUrf^RdpiRZ!oH_vEM#sVw<z4*
z{e4xP8}(-GhOOt-zIW0}ASK21l#k_+585BHESBe;-x~!e_Xd;tSe7|8mzIoH%$(<v
zYo#@i5xe*tXCA;MP7F41Z#|B-`scws7*eIrj<apxEJDS|s07*Pn?r^-jiC%_O1d(r
znTSH4tHUMr`Vn%sY`6q=r|JGWzA9ROoS9s~gwh$WfgVhfId{7wA(kLM&Kt+Vet!Tu
zgeX`_^YK_84`_+DGu#+=W4d$KV@D5;;SWxdxJEW`AXbPM!cLDssb4l73V3$eQx>F+
z01m{CdZk>XP{55<d%b>(P5<p6*Pa*$2z?5ZQwf#`*q+3EX1E#-KQ=$5M5CKCY8Z0E
zhVZlW3Q`YXiG+pA1|>?dl9TyGCMYsnSN+U#7{Jj;vhf=nV5mL6!5f^SBgB5WQ(oto
z8ludeKfd%0a_}B#tA{xSkux~HRZ~?(9Qwi})*mF9FZ5;29WnC|n|CjoSiMYUN*FE(
zO7f<t`)%_0QY&o%odEMhl+L=(@ACE$mI~sOXRPCUM`u?E&dt!=d7^Q-_`5aI-`|lf
zcZ+56y=2wDZB>nY0ZI4*FR+*mvAdrHtb5YVLSlra(wd{baA79=m&&ISdtsL;e0;-+
zy5R9-lM~;b5Q+{jcQ;!<Vrec{;pJ9aaYf-;|NBibuf&)-Rh>G&(#p-t0ggv3^EU4?
z{R64GcWJV^<((*Kk6ZtaDS3Xf8&o>34)=if$G^0Wa)(DNe&&#%BX0Cib>%tDDM2pY
zJfLey0+#{eg#5o@?#AkN?{;pfbW9{g%LJo>Sd(z8@UQpMEhHSoZlfPo3WMHLta(kX
z4CMXHm6Jx{R${^$98nG&M;9FQtzI@vj+yyxs$^(<>$biKxB2-0OKS6fgtMcVHL-bv
z9|uc#UeBDG``Vk*^m7X}U|&nXq0zCUjR5c!47$ZJiJ7#=LVl{isN<rMi}utTq3~G?
z9Hh*Bgm=8JnfsdqR=h^d^QF5j9K*e&6|ljJGAj=qF0pO@bT{~>h%%5A2FsqBJmu-~
zf_;v|ra8w$pXz>C9M>8DmuDxBM{$iU<MAPetGT)O=hk;)NTpWD;)n(KGHETfEf2jX
z%<EDy*Af&B9eV0_5BB1T7hT;5BAS_YtnTZ=n!mXRZ5e<VIUaLtnn3p0%zY%(6L@jJ
z_V|ar+qnlq_v4+PMR9NV2#K=9GHoBD$~IzYmY+N*VHtK|=(M(2Uu$MX8rm)FvuyAn
z(Ln(iN+vb5)ZP!t8naS%bhNvVpJ$?wDBa}r1`nDz&tiwUfL>c5XCx-=aXdb+Q-cD^
zW&lW|Q4g<v_(R=?m3a4oFoG?9jY?VO&I?WCy@Y>)IA%8d`&-&!V00#Jx^lz%EM}xg
ziG+nA?fH18Kc;u)bb5fbs@=>4sg$&R&|n(lIW!77u4$4Hjb79QW$W?8LJSW+`hD~O
zed$19bJecfv$!t!vX1jNETRgaLHV<Aj?iGBy(@q)?HysAZK!faowky?mBPS^G~T;z
z`=T>HHo})$aPhnLC}<cJ__RZ&O6=f69*mX4K2Q!~SL<*;bid)Z70G%5k^<HL`BXmd
zGR-ib{Y)oQKHi^IDEDk1zah-wZE8G$!+ru9@9k)U+W+aWbm!aMM@bFrK3mw24M798
zBm)fr>}$92K-nM#st73VtP<h-ssgGlKUi!QEZ23KBmj?q<VeekgG(s(!e&lYob|UY
z(}4iFVLy8RK9`rOH7Z!x2mcH4!AF`4<9tm1UuVDKch}1KL2LUe_t_+$-x4B5_%B|#
zA8;d>_9f(-w?k(!kQD3Xf!Z0ylKKxD6ZLox)1XYH93~S?+6zYZIz+$Ve8o5E%+X!=
zhHf$BuVqb~F2{juA@rT^+^v_~x#0O0`L<Qaw>8y<)9H<=Fj0f#NX%qiAi(PWd8@=}
zirT0muc{ux<WW~+x=Q60))whkj6Wq&F~ycq3;Xk%J&~kb_q*;%PA+Q0jEIiF^dx@q
zDdba`kxwl$3%0bHGPAmO@1@6?a}$$}Oy?eo=@95pmN!)m><qh@uxpOF*3ZGogZnmi
zb;5zGeJc1HCaA*r!Cln8(6T(-uB$`V4(rzhEb-k&CL5yR#f47+S)h$|?xs_&zJ8y?
z@g%W`8+qN-m`z07)2|*h%n>^dac_DL+mlJW$NC6))2*7CKGTVMEMG(Uik^s&zh$tp
z8ag@{$ECDJT$RC!!-7714~^9!J-5-ukGGz$Cm6t-2%-45si~>Au~h#XjpV%0?l_0`
z8tnc-Yu&uYa+ZHuRQ}QyzZ?FlO84jp|DW%(6QODJv!$}Nc-?S|ZFHnTJ68EiGV`@7
zFQncc)V1?8#G)Orf)2yB`rlNL6P+A@VfO-{eJSJl^Ax|6+tQd)nC%_6#)6mDG4kG#
zAhXbg5=Fc(rQom{m~3#a7DXDoV5NUQk;DbH>s;9Snw)}!_@lYA^7n|I`aK>hwKV_a
zV?H>E?3VimCgr9Y*;==NQ+gTzerT^r0D1>V8GiRS9pUYj@h+1v$(LA61E$h}(IFoR
zj48KMm=5;LH|+G!o}Z7Gr15{UMX=g1CGJV-=Jy#t`9y3i6+;%nmq<LV+~o9U@hU3d
z5G(I1YZ3$;Vi4OGSrY6m{y|cR+4MWDNRR(l!LNriZqcM%nv1s<kSV!fywWAHK?V|_
z3BVtaumQQvI$$%vE~N)XVIu*BL>(B&8D!U1%G`Z`b&zu9S)qI&RQoH*dM93H_jz7^
z$6wz`^PYlVT2;dr++1;Jakp4J1pobLaOH?)=zF~ATa`4Wz;;*-*n^I@NaEyQ7i9~4
zPa@?EA5Y|$3S7T6R*cclGsH78N?Ir$UdmZ>>XK}331^`dwxfr+O2W9UeuH!%l|okW
z7A&TwS5}nW-9<oac4OV`MiD5I7{sdp-4Rj96qQ~KDLJCy8qmoRW%%W5LUA_3!8(`J
z1xsYunsgoEpj5x|EXp1`?>`uiA$WB2BfaIIrL+A&;v1f7vmuPzA5^s$&3qP8T&}^*
zDfK!y*kq{4l5q~iz>N%|Uw;1YzCO!Nuw9hdq=N`DLlW9P(Js|Dft5B^eN_Uo>~DJ3
zUu(Cfb^bmf7QJ<`;ziCgfn5p;r-h|sLaCLnaX(E_u$N_9g9bd>s$?!*zVz^k>*a>8
z&Gmk4F~mt8_bQ=7{2wjjldhqtYEydTz{<7;pc0n7E$E<~?iAUarvRgVz8{7Qzt7mZ
zVFS=;m4WHgmeKAX?Y$v93hZW#-w%Vo?`#^*v?`0-KW(5{9^~gzxmrlxUVrG`!|G+I
z7SVOM7uBWLubd?Qx)z)K%-|3&HufA1vGC|j-#(m#nO~~ix(^3zgmTrcJuC!^;yfT3
zN<4G11A;LlJ45tHnqr<4+lv=6wZ4JA9R(B9VOQT&ZyH}kJ$|lsg+L0Y>|9&y_{=O)
zli^8Yey<5!%ym%8oifBV#iC9f5JwnwUCHqj|EjPzAi?YMRoOrpe&<bw$6fFKZ=L$4
zP=<vHHW+IFI9J5GcXiMcxOw!+TLC*zKzRQA1m1Bl6SefO5AlTxtB2GkH=o=agy2-E
zVjpn$TqN8zKsxjoPe$uqD=E`{&}eVbLLaG^UfEgTNW6+9Bg8t&71<2FN94^Qf~<h)
zpvC?A?WuAR8IQA~7LuTcmj_5UjKc(;ZB-E|hq2YYbF@%xpsuM#pzc$1&ew&<+5Q<R
zpO{Phf=hUe#@QtY2NK5g!mt4%pS-q_Y&|G>!&T+xX{U;zae?!yfwWL7YF5nd|Il4O
zv>iZIx<Xq550s_6FGSU+MS?OEg@+yUCKQ|ay+w9uR>>!F)G7x&y*crG@iy&DzZ!LD
zNfY?X)XG49;4Js;;oHdRG}eu+{)1iU_1&3K{iReGdA5_e9T;L-lkx{kW46Xi#2$41
z27m5wFYw;C?b{153RJ?D<sZLQC;9ecFr+YBN$aePd!8I6ZN*_(W+b24n`ncF$Sb0O
z#oB_q>0gBIj3vMh+}4bWcq{E9a=Om%+d-y^@T=`5QeP>zOi_P(SKsHO{5;Z0Vs0e<
zSBL$F?VeL}S3QYGXgyLSakGC*eX9rg$<GRkWA$SM+pF8FLhPKUG#7>Z#*73?$4Gn$
z52>8_m#%S=XQLo?b|MU`)_DuRbAMBJ>t|Z^ec2HpA>o2RdtX<1`y#}&+xUyeEFYvd
zuA=5n<4suC-n#Z^?o%f1_|iU7O5ZJ}7Rc!J-&}N#TGAns37jB7k&P0Kc(DEW;lA|&
z+4Sqbg8i>^?F55O7U{9*lPK}z!S=7vY5u<Cefw1FVzJ<r&V5S%{zVhZfz_#%MeHyi
zg~JLz&tUZnuKU!e^d4mbUV$+tjN-bL9&*|3S*Dl204_QHyQnCQ@0{ggA}92TemOU5
zPsqKtV|qiRe5&G{eg{Qm5lr06x^9&E^h%Ye^v@4E_S|LdF85rCNZn$ebmsJioMjbk
zc<GUcHL~E{l(HD;&T@JE?@~|1ou7i+5V%>Qu8WsYkoY%fJi5TTSHKkvv#0=pz6XD`
zCS7|R59A61=^F;Sp}}lQ{w7;ba;DvWoxxoeB3NB<GC>UkQVL6Q?;(anu))gF=i5T7
ztLetk@(NzYgk~r@RQ+Y+K|}VLK>Y~hya4s{dIoT*P&swl-kSNwcl(pm<tc%Z*A+zU
z<QnU@wV;q-!ajfNVobOPn_?VTvJy%o=@jHnfU0wi*CrHk71H_sP9hPyG_<e$C_Pkj
z0l2;4@1f2;HE1Jb^*dXx*s8Ckt&L-TRyQAH0UOJ_1lc;oUOTtT9RZK)@Hr7kUS&re
zhmxVF`{?ifJ?6Em{5Ao6<AQZ(Ja6y{%2^<%({&oT7jcHiy_gkt3A-r79Xvn3lf&my
z>~Vk=%(h+J&o4B;>e)yfIZeNItT=CaLg>#%#Yj|UVb!$HvLG7i{R#kpvdnr#t*FMT
zCES;~RW9jHBC$)<KPfxMX%XmKRh|dGt&iPJmI_d!nxm#Ey!Kv<l#JwI{(wrZczj{}
zuPRXid;Qf72n|U;CC{8CGh3Q0PG}V&kcmqs@K5=CJlhus`!3ZK>Zh!pp<)=&=&_gU
zW}nMAy1CCESMa>>#nW#-+^A%AMp9kxXj(@XJm4VjI(*LD2qAR!dzJsSyXq-h?(b``
z+pf#sD%4Gc3lUPU96d9A)X2H+D2{|F_i|5(%1kDQwU2vsu>{%D1&nk;kjDj^X&>5W
zY0K{^ICXW?-OE&ksMm7w9(;z+n|E>fhko}j{n;h)=Wtc)o9Wk}2%lX|cd-Wf)WqD}
zN(_Zea|Od|E~eHJs$r2RD_m=f$8*DhVz>WUY!Bpc7kUcPivSO%X+C<4<(-Yt&j8GC
z>R)FtFPHQ`zRRQ)eT*h*B0FWcoi><bJ$T%Gh4~H8oxT2hTmL>_IvXot=s$l->w)&X
ztC-y}56bfRB1-G=i4g9D`i!o3j~G%{?ZjyecY5Q(gndrQWWY8b<o$v{E*PNuw)b6!
znqzfRU$SC$d|ahVtd5-nmQxT_t1nC)L@-oR?OwVNSV{eUw&j!D2i70zZ;cFoNo}(+
zp*n7&>+&!SRZsqHcyi=%3al>DOPn?`>duPR4BM|Zf%R2z3TQR{Hhz{%WQf|IlI7-c
zRhHE~s>1fe`F-siYwhDl>9-k%e%mel_l}(b+tQ?&yIBa8Sm>x%Ij-9cC15O!;>=}e
zX#0TMZxs4gxTx)2xIu>^5)$0&U^+ZxMb!`Dl2Y<z*9zyEL}9~mh9A@D<}i{Id#?r3
zdT9$zulB4=1vL^qQ3<{is`h~!Yu{M#QH>2)R1<TW^jf!6J<kIRtvf}DIFxa;!8Ir|
z&WJE(Bm_RO`uHL28C5YTTe5=Cf-DmBp4(i9PO-6fyw?~}LJG|_6a*_K4cq7HDqpe!
zg{Wb?E174Ufmn3qz|1(^bMLQn_Hh2HHF9oM@4}{$bWF#*cyVE$Z=qfEMY4F4%GaN7
zr1PemOL8a*JOu}Aco&&hmbKv^F>G|?hSEYStIBOx2Zhg9*&%BjG_f+ba^&{!!%`mH
z+5qXsF65x1Zp-wB0mR|wRbKRlL`IJh88U6*?Z)Am_VG{W=%rw=0m<VK1id1*&o445
z0JR{&V^&n?&JbSS9;cuzT<2C3YTe%JGjbJfD@x#>i?rMj&cKM*O7-C^k01MQ!Z#P%
z>}%^&WLX6voBA$Y>cTm>;LA+s7ngt0f9H17YBLkg(MT1YP}w0YTos!)<Ba3>K6}4Y
zT03@I0YKgqYjsWgnzzWU$S*~RMY```98NFd;18f%dFQz6uq~HvS>6COo2mue0nZ4k
zA7UqL3)`z=txvOkSo&euINGtlHL*e=OPYUcQN?PxktTLbf&k?gKWN6->wFI4d!WI;
zJt!u1#IpyW2C^<74-0MHL-ao|GS65$=0S=m{qjwJC<ao~jFb1S9?M);!ds;_d6i)?
zHc>gx`YMFW{SBaZS|9RA{Et5jg$voz*M_3|@elFyhL;{<f%R2RvU@=wJuS_1kyjkl
z>Tf0{CYX61{@|=VCJCaD4I~-+f&t$8v3b`!8ScMM?+Rb6dHlJ-T>Sv61vQX=N%4^C
z!rR!6%*5rt$I+150f{P}ZftRu26?5wn$kBzz_ECBGKi@n)K-X&Jm@)%zWXyUVK>%E
zc#txqgk8lM45h`A`=@7+)p0GSK8_}_86(5P<8@zcOm}#U&G>mSO>ug3p~J(RDguv>
z;55+h4*y-8>g$&2dx13i6EMF717sFc3}zkr%Xwz))F23L<f%PW9kISp&TF8C{+$!(
zve0tn)j$FbYTTF%%MsHq=?UFzLgnzd*f!`~p)Rc+Nfi{J_xOg0v`+04zBlSJ)G7?_
z%>rdbIA?&eIJRHc=`5I?B0X3jb-a&@YkPN9R;$)m^5@T=jn((UNe^aeK$rXKblGgw
zcj@TDc6wzhe1}znr;Frv%a8j)u6sqjOG;Ey-xDixpX2lm2_TbJbLDGDx&=tP<frNf
zNS`cRwS7)=AM^w6>#c0TPTb66PRslhm(_QBL0AGnCn}@iYTY8g+cKGa^zBFQS~trs
zf$ZUjgUw)2%vidZ!v#7aF0OsS`TGz2X+B6G!KD}0s2n=Oh+hfNUa5CH?~ruaxd{u<
zN>#0PVdDtrI-mMis58HoEfMQ5xiUG4b6gq2OjpzyEajo4eWg$YINN5U=PO^?2+AB|
z9{)R8e<#(tB`_VAYW8q+#>U1lHGn&}di(PIQ2I5`B*@Saiy&y(2SP6&=pZycxNoIn
z%tAs@-QADi$0hV1oPzLf3=Pja_wQ4kKYtq_^!47*lHnzV1d(uP`6FJD&dvg0Gqd%_
z!o6S54VoGfzMfluXSduU<y)c=ZBZYlv(xhFQHkK?laDANTmI4utb!(wzjK79Gq8PU
zY<cU&?MwGF_Cn=+NGxngfh&<?Z#}(^kUTHddA+>6HBQiapvFhsXMYnonPZ=zAP1!t
zi}E?0cfiL-YF{1u>c<%e>5B2-bTAzYP8vETHo#g+hQVQc9m&$;E?qCqP`Sg5J@@Ii
z!pJxZ3J{JwC#Jw0?Qi9HCHWnD06n8A-oB=_#C8}Ns^BphNQ3;Wgs%Zmk{&21I3Ibx
z-$>s466uhJA!D?0<RF1|vEi`LucO<REmHhvX7rZRWr+t0iEqmS8WF5Kt$_VgC>Sh5
zT;(SJIBcPsZYRzAk;nhsK*mCxJKI*2hug#U5}Vz!K$JOCIl6pw+eWBn|1T#js&l=U
znCs#LV8FS9x<PO5cs;r{4=C$^O5n)=OpEL|S~MnPAqm*wFdeIHaj+2YPk$~GqVB8S
z8LOO-bQ^V{0Tx2w&{561nHf_EA>hbQhH!Q~7+Zrzfr?WX&a#RX?oL;pOrqn%2cpi>
zkM2kY@4wRThnEWHhx--KHZkJVJP!&><MNk&2ubbX+XXY+>s#=f=q*<}wMQHd&7#j&
znby*&{Wyl)5Nt_4CvPndPG9*q{pvU%PV#}i9L&vVmlf?Yqxt#yPmAW>b+oX!0W(Bd
zIXScHyb^8+#!Ps@01zNn6XZRezK6grD`QC~qCPO>4Ve%Lv=c_pKUbBKBs_j@U1wwS
zI&8UKU>tZRhEwCk@+j#}$Is8a=Hw`qMZyWegG=}XYaD_mbFGOs;`wh;;+sRZCOsy8
zQ@x@+D!f3q1ZfEb$c=3}NXj3u<J7w8nV7oNlqK&XA*VMpg0pcF=#bv~^XYI$MF0Qi
zxaD{puZ8*X!fYF$$UFqU9<X}nh8_>X2g>n+Gtmfa)0SUf<UL@E?ZN*11I){3m4CV<
zcj)0l$w>yDn0|qDFn<>SW%0csJ7dqYxk8EhSzajo{`qp;Lb=k_Vf6|ymdegr1M=Q~
z^yujTLx)7+$h7A_y54U;Z6rd(?W#NGfS{ttb~uX9qzU;xU%@tJWTCAe_->+(GpB*?
z1|(Ma!_Ewq&+f3-S2xgWC)T;uO@JUNLn|tO&<4)C6ENP;CQW4h5<tQ@K{OJ(KpC|h
zs}e<gk%9Wt`}J`!+*f$WujoGl&Fe?#YQq0m2$V#-8qt%I79bzZ!E_Ec2AGe-=}>cF
z(RFuS9(~hBma3BB_`m>l$o~r!!ze(+Z!04H9sIBNoP)Zi7X(=Y%?+#0Vx$|*ohngf
zs%Z89?y~6~r41;S5G81s)czkc(wO>GZDg<q6j9qt!_9Elzk2fqvDE|ZFAC(gvEptw
zk+GcPwaM_zVCxJ<IcN1Y4wvlxoR)-2Eq(@oiaDa0(JKUID=r7rR)XCzj0*Swrs8_5
zN#MT2p`J0Z#u8oEB^|FG{P4pB{s{~v`yL3|1?{UwcN_yE)G-*`(y3E*I4myednzVD
zLA>=%4;|{y_+Jgz#{~}*_)adez}E9OKmk!=cl8T$sR?YbTiC(!J<V<4gt?c!nQFu^
zAwcSAQw{94=Y}j@NzR-}0k)N?x%tLyv;jY_X6c)vq9Tc%0}vlOh}_&2r(h8K(Hg;)
z38K?AU)nYO<=&9Gy6=(^J$S2;-$+m^PkH8FI38^|?DDE-paL^*>|(2Eo(_DRRiRTk
z*}*Rq>Rd1LReK(vLGKxUJd6~;jqJ{z2tN%})aeio)W52qiO0IudnqT1J<bq?cASK(
z-40Mv!Hp<Gx11mRuT6mOh>&mE1{#~2k&%=zny?vYpdNd((SubUXqZCr%sLc!bK&pa
z$$*3eEV~TXXIe$*$&=it&h$$j9qh~{pB%EmM|}oHPqsmAQnZ0@tk-gRb8!x6eB<D1
zQw1_FNSv?;vkKT-Aapi2I%%0vUA-;{ExFxo9n{z4Vc>|Z5KEt;U3Lz+EqI}btLAu5
zFN2)md+u}3tr*GvR4XJym~AoETI5}+{g<M729n1ac+6h>?(`(BdcBR4kO&)C{J*GT
zo!%3$rTJid3DCnu9VYx2Dn{+*zC`OAH-|C+L~tHt)c|gS%FS^!A}Og8A`3Ew1H8u&
z=LdKpDoCL%iBPYp*py}<mBPUs3go2x{Cpp6`RiKUqL@8UBOwI&r>0(m#l9QHC>bN>
z!ciY++s75%v_9*wcu75nOn6ki%pA^09#`kx-`6*HZ`Gvm45KektgPr+-P<oUD9n4m
zNAvv|OZxkF33Z@&M721YPMU9+JnFe6<&6L?>`QOHDHYCq5yM8;$x_6I`tFR8_M{se
z9(O2Y=+J~Ru#DEyU)>h)Tw@sT2`;fU!d{NJ>@(AH_l<)V_4t;hLh^QH=IrU|i5Ya&
z`U2;n%bI~+sdMn(rm)YxT>Jkn{C3>?-<B}6aSoo)qcd5;<2>wRgR~3fWs5c|YG_<%
zph<HcGxO>E^!$i>TolWAG0T1^Ad7vn8XYP3UaF<@Kkg^1@4_`7(2Wsasp~o<ru(lZ
zto9~}<0%qN1Oxv^M%K7D?hEP36T43{R0$owY+bl9M_9)dFPF6kQ0>hI3TbIKt9v<r
z1NNLm@>msT7B0bmw@xdiC7Ld*eM6aw7vNo@7az#Vg;b4MlRWpYKrOI#{VhEtfx!&?
zKHdIBSMl~}o^-e}8!K;9vYGoWeAmDZl$?#?CXkj6cpn=6P!!`xgZlQQet+v6?U~UE
zJ=3I<qp)#hyGaMa8%$bBWkgTC%hqJMMo!iTGVR!`0{hozbr9s|VqMn9J@Dhi>rmPN
zQvFi+8yLlK2UxiFwMVXNIgd_x%VR-9hswSzn8zU1VY57;>u|lrAss_TM}$Xsr1mcH
ztg>WdRe~SQ;$Q~bRlKVTC!;fJ2g8T?I<A5O@Q%ydJT3~Xj8@Y4gX<kaaeyfqH(Nj5
zS=TBdgRxQGR`;G<o{3~G3Z<_ns%pH%&tKO?QDVbas#j#yv^aQ<sjI(qm%x=sfK~<|
zrG@kTc!s44I$J4Npy@zqj`eP{JcjH0B5(WbED%$~HkoxAM5T@{ynp{u_4*+_c~noJ
zw8a^jU}^^(S#S24L~$D4`xsV<BY^`JLz7en>3Ale_)W80hxqhSm6S@uPi!-3RJwLn
zKu^#7B}w_#1|Z}}EZj)&gCKNC%G*7h=K9oCc%2|po=rUiw0QqPGuO0R;_|i>Oyq>r
zUa@=x+e;?LTWL}r=@p3?PjWa`veA}I(45-6@n4LXQ|qqs-gDgFoR66E2Je3D8gCEe
zQzx65U_MC3lj3vsOLz;vWAQui@CH;>MHCckjCr-S4GZfv)HXj&^oIPSQloH<u{4K7
zKgh1Ih(9+VKg9PZC>+l2C4(#{D_QxL)5C`kYrf0^;w7h~baVaF9f`vgKU^V*T|~`r
zEpk^qgMOMC9oGn16S1?WjmsTu6Lze1iUSxP`?6RY$Ga6v{DaJJEveB|v_QAC7<gUx
zKG1pm%XnwnrqsGeKHVjSaYBU>b1-sU4boqYnY*vcOwH;w4Pu`feZ^e6UJuHiwY6ze
z$~r%fx{KC9FUr!_E4#;!dto$*Hi}wmC<t`nidjNm04~V^csuRwVIIcH0@huX+WoO)
zgXPqZ*JQN(FCYPN>QNNN%Y%6|QhPI0Qf@VQ*H!63!WJIxF#VRM*6%l$n&@ZM>mojJ
zJhW|;Rsr+Us%5<)!s9PYnm-!J*5tTQD>eAD5<v5nYqYR;T4NRsJ16oi6xndYn?p?@
z0T1F0X)FkCeifL>!;qodFytlJ>#b^(M?{>FHpH&T3w2efKNsk%_Y(zdPJ_(hndtin
z*b%6fxXo+h%g3ak<kq0qsxM!3!f6^&>Ig;+v}ldjL?iH#3S1R<F#bw@yv7Hq!jh^K
zvAcWbR2PW}Z(&%6pX(Gbe?}i48<xiRbY|L=kan#7&2spALBO`HEAj99O_lQ?wX!rw
zmvr-WNpJr4uf}E<hkZ{3)GTAzMTg@jM@*23<4?fAO(0UI07hUoLLnW4DtS`;{R>9K
zE!N4ZtvZsAI?qV>=>9-{gSS4f;B+s$`}}pZ@4jWt*w$GTg3G`)CoGQ5M<;7%(!zT%
z3xfR*Wd~w(1a|QfJT<$_kg%gbrxLU_-ApsLpUQ=_77cHiP5e=D<DM%tZ$15X!sK|S
zVx%lTles_jOp%q#Gf^029g+02;QH_G6z}S3Yv4f~Chdy1(x&l;1m6AJ_SQnX+DxS;
z5m~BRuvAQbhfkL)7H+yOkI20$q{oB&pQ+C>YAQT-UeBuOU?tu;^vy-QU5Q1;UpH31
zz5_a1*-{B<Du!Mh2BTt{)Y1#~erRm7E?pmxj?uY1_T8`lsDFAJaH@Pg-e!Pu?&Ju;
zs|THw5!7fNo$#jP!7J&4hYB;79!a{g?AG7zFY@&}LrZBn{4wvH>LRBp@FrU3T^X3{
zrFdfE)^hz~ztY(b-#$6c(ZemDtyGiBkT9?n#;baWg$p%O5k4Gr7kff{h~Eo8e?d#|
z`Fib&JYMJ>_)#2em%rg<sz{>|w_L2CXRsAYi5C`@_JAy9BPCslF#c`sv|_geFXqZ{
zsQtA2&{J5f-mr`=7r|W4w$gv#K?uAQe>?)jf>B#L4IPKYOoOw}Keo=FN7eM#@6Om-
zy+ltGbD{Lxh0JhpPM$r(Z3I+ybV*sCPx?n3Mbz|vU-bEVoLN2ETJai@y5{;y6%8xX
zb}2ak7p?F48q~Z%xoRqRn)?IHFW`D18LQv%MlzHg?AB3Se3sOLRxvUqR}OX>gwwtf
z($b22y1e?t+rBO_F5fAAuS3{ktdwHRr#~dwgUCh**W5)s@p4G`5xR;s*@lmS=tCS(
zV^v-E)YCyl6VMn;QwS40pfiX_IzZ5y0+O}HYAN<$`1TDi^&|wRN8PaGPFj~zQ}gnB
z8cdg*q^T~NO@Z6L;%taSnv!5S-Dst(k_jW|ctPH`s65mKnniy(Y{o_X;BA*7nx%t(
zv95Uz$BF{nB5kA575{EkI4JseSA)mJeJW_vQ)M2UR-+gth#{eknzdt&S-H8<nFwai
z7zq~+RAy`@*I?l(-Y+<eZQSfy3s9$43-@%#5b93OBP3aa5u=Rm6NpcyJMiU5tAx3@
zLVzy?Qie)qo=0sljlq*0w21wn3&-x5$A*Fr?%lZu%4`QE()kn9ZT_6qFh0A(ye9Lf
zva~IS{pJ$s5_Wm*(`ax@o_Y62V}iK*Lgp>zvM9KYjQEOT9k-zw*Y@c)F*dhqodmWo
zGEYcT-{VW27n+}61Ufhfeh3HFIGl#v>{Vfk9D+RZpfDKxRrxGFQ=f?%-CRa`5yP)7
zf;R4Bg*qj5%}nuYk?c7=z!QTy0MTBGE62XDAPsJD40q0S3txAGE5Y$GhjVw8+sc@C
zGfjc}n(^^wx-|3~zPGpVRyI4VeWe{PZ3vT&lOPKs5ObdRkUZo*G8Iz3p@;=lT_FRw
z9TxF*4KlcbW*?;>wUHh#z2$EDj}WDI?H$qu$@+C&z7rVqXew5PGWDMJzLwZHl`LxK
zMXlB9P7G^(J<3#CB<gOkg#BP?mpATpt>4LL(MSn63f&7GCqHU>T|}i$mib`LGttBT
z$jiUd>g9j?`eyQT9C$4M0=pTc^%@$Q2E%i?v<rT?NP_t3K9f(87B#!so#kG#TKr?H
zv@i7?v6zG;^1iS65{@_KI?L@d)tYUtxh<Y{SxDMBOqIiJY!6FTBqB=T@&kcoSzz(`
z(H{}O8UJvbgOcW=<_jK#ho#96=Lwl4x(O<J7+%Qev#Emo12vmWvXqbe!ne{l5M`)=
zD+|*|(?Xq;h-Dbv{dX|LUL#YBlJD6Br%T5b^vwPIB0hx&7xs=o7>g;iC8v&B7(%4O
zn-rTk1S)8G{3HFn6G)l3knI3M1eZjwneh977*HX92##LtC4>)Y^DQW^vB@qCK~7V@
zQ*%_Zr=SdF9sN!i=2$SPlwQIDe@^1@0;`fh^5=UV7wpEK8WW2vEnoT1-sk55OV5?Y
z$AT;x{{@FwfKebCz>{%y?J-JvIzVm*IB(m>?`fFBWASYLr5f|@D;n2(fjhLrEodFr
zm7_Omf&zb(Q6d6@(RwFxbDBCkl~Dj-9gBaK<ejD<nTvW^dSS91d7uxS=^s77PTYIe
zMkc(y%3}ktBLhg1%oIF5C)LmiaIx*t{G*p7mCnQ?F<J&>K#Ey)x(Rz7uzy#VazMM`
z+FuNwI%mjN6;2R2azSGjj#UX%vC~Ld2a?p!vYmbpPnJr@ccF;gZ3iXmVOC_;@Ta>D
z+u0soxjuN@U%L{X_G^?3r+7GJ(^am|dc;x%QN%~irj&Q_JUPXw5o1Mnvg60N!=x<P
z+4h|CA9Z^NTiZ3gpEqDs<BLWT;D_#gBiBm71TNoYK?C$Df5nhaCm??*s!mghuv{H+
zW*p|H2xDKenl$A-jd-h;K2oZlYZrHF%$e%WJzPRZb^9Ths@RJ~gWMpv!LhsIo;76f
zQ*%esl{p{&V`v3W$|GI34;|_7h-^v;C}d`4V<|JcPG=&guGLF34_6c!MUeRNL__*|
z?I??&$+5RqAyM0h=YEGQUDY`^{S}E;r)!v6^UTX~wroeDp<!9IcMm!97uUtoMcLV3
z15)#-*y=HWGD=VqXFe(BfSq=ooqhg1mr9Nm1UJYeV;n18X=>~nNd_wVMsX`Sl~*JZ
zlqKW0pKjg&2x6jMl#QNz=jO)eu-nB}j63P(=^IBmD|iuI61G@@u!XNkSYVzoYb^(~
z_9tjD!BY?M;s90*3P{@@fbdWNX`n`quH3&W!g!Wr6I38hyQ=}PCn`I(6KFOWePbBJ
zukii!kvF|YFHQarmltKL-NhHO4IsHVk?V&=FHv~;T@mE`0H!~ddY=V@ceq^jNVh2v
zx3Igrj>sbyuX0!<L4*Z{%HmjcJeW4mmH+;Hp8~u}-m{%(Uo(J7H~p-F%=Witbwe4@
z^|@+0%iTrnOp5DO*tYq*QxCCu!=q;v82uzPuPx!MEY73-`_5#^VIR8aE%as3Ox911
zd9(c68y+8$_}rFtkAZDFcP0i8#+TKD#`&E+yI8n4x2}aM8qSx9;PlbXRZhsY!h6)s
zw{5zHl@fSYPLtEeI89B586CJ%afQ)En?DJfb?7q(+NJ+V_Fh=C%fCYPRfOg(C$Lum
z!^hf*t^cRF_YP}v``$idK?S5Kf^@s0fYLkIML<xhB2}b_^hmE_K><aPUPUPaN*4$v
zpa@6_p+{=a&^rVSfdI1}@H_8su9<h{E&t59&UHLeo;+ngd#}CLeSg-&Y|QhmU`Ok!
zOqS(dff<o(Z>7K;(D6EC+I7DvWfC$}Z&v#|PU|*V%?_}#J*Lk;sVQ|b$^FP^O1euR
z!D)HQ?0dlXF}+G2MpqF>BgRF>6hHNi4?fDs)!4WnkkE(Z6woG&=2k$Noe_`s+s;`J
zo*M1W?F<??zz*-{167xR=N{S`86s-OXia^a+NPLXt5A>mv-)L}K3MWAxR;Ks-&X*+
za`wZ19@lh`3+7<Mkod5ooFUfh?^Hc>F28PRX_@#CT8l!OUzGT_=ZJ?lg)b#7Hi5)r
zUoz+8P-&+$?fTBkX|@98QHn}bVgh1PrE*&JV7TDOcL<on&nC@wVAOCG1v7l14>zOg
zw|(WlY;y<{4^qR3RULxgdv`cM158rhpdxKd!CE`1^+h-P1XSQ4rSE7{`*=rgRf5>J
z7i_Ft^{pRI=yqpl9p5iOnPxOItKymco_s0oW&KzyRionU1A(~L_TTX%*OF>|mV5tH
zVzQ~dG_GHdOtE;F@l?8pbXyDohvU1pq|XmLPT<~!MrdbOSr#}o3K!2oQA!JpxoY`0
zF+nM*pcH1Xv0j)dJ2Cs+Qan}ExlPEKv(2BZCEnIH*lmS-Nx%Qlv17yxkX|NCx||SH
zeEBisnh^o0O&@J!C8yw7u}S9ySOSNUdk&0}PT(ztaGU--q_Dypg`PoH^+d_5pn%C7
z{6^wuApq!v2s8E+Nh())&3X)Yj)c@#jkWJy#`_KaWD}<-QVbpGn?cvxbUrO7X~xO!
zc7fSeeg_ll!6zZFo2m1XhoRvL0G7V%;G(7RJ1c#CEzihWMac@%OW8USIoQksMz-yE
zAHOC<1MJLqZOs_oG4ErkC+FMOlOR!<qFmfmTH}Iy{_4Vw-3PW7h|ZsrQawkmghh@t
zYm1x$>(929-~O4pMwI5bQTuz_XLda<?%!4Zmpfj89tfL!ZibE%NO^wx=ZPX4A+rl+
zQ_2NImoMmw=8ipCzZ<2I&^jv`4<c+O>fgKjWu&c91f!@8MS0gM7Uh!A*)n`Y9Brm7
zu{bRynz_58C*k?64XKkSHJ|%4ZgeIVoAaA;$9m_^@A%J1q5(ZkBnQ&1<?pg+aY+IS
z%ZE(wO%r|5CJgv-M@4Jaos~=Z_3b4iv4%CV<c314h5qJQ6e#Jw?ZUtJP?=)Q!M;XH
z!Aw05A{$RiF8#^i8f}iLJ*Kg?dTDLNzdOY>&D`J1+bV}NSCutl+Q7cw+N27<>NlcZ
z%as|Ca}~B#znq){Ck<BRrZcpYUvEjS8n#bMG!Bz-(kD*Y|6=Vatlxkv5uV-1b>`ye
z1T+KL@EnMZw6u|^`{MC!=t1EF^P&XCL8ucEN(7P|)_57+0t&ff;k14}gIa&%C>f8l
zx&XW|PLwd?y?anM-S)HTX_Buq5t<V!&CW!;*eI07eG|tUx*J#J3+ZQIpxzq2US^dc
z3x+M2We<ZGVnOA)s65W`cSp$5q*>=_%6znF_96HBefwqPEv(}3*V+>iyW1oG;6ld@
zpk%>gOM2taD%Umr6J)<egq{xDOHWjp%GV9xfLc<>X;sI>vhgtyjN>*GA)mz`b(Y0%
zy<l>VhU87Gji@M>%0`UiTO&(HX$ef~Z(*UHiajuK8nufQz?HFI1_1&;#K6S^v3`zm
z@p}b)hLm96b7OR06Qf@+2j*<V87n1|ob|m$P3kX#pTyahj_q@fiuLlE?&T-w*l56p
zfB^)|A{F86+AG`DmC(MHII&L2_}UOBCjHOn;yN^3<u4ZmH_KZ_@7GQ@end}SPY>=k
z4jw7MsF>;o$TJPa+7Mb&RNr0n<Ac{!&<n&Tsl}#`>(i|}_81g5d-dl79kSHr$q3FU
za5UZW{{1R+vUaZQ6!734O+1=E{v%GyZF-{69NaEQ@`mud#wH4IGM5?BkkblIwWKXD
z+73)9HS1b7=l7*10O287u=k*+eUa>~7e<!;IV5zZr36=%Ul*;8)YD?wV1+;x0uWoq
z<P`Lxt$mhhDbv`rts|Rh$L>;Q!WZ%JW{vLdb20VHW-+l%oHjKHYLKc^qX^NxcOYSD
zg+!yWY)JA*gxdNhUxR(iWfTbiGK6oNE(mf<KL=NXv9d2OcKN#xZSV=}puG+idC%%B
z?S`b*11$<-X8fKZeg&~9E{V?_Z{Ce+ge4}-lu8M?9xMvh>4&(E4fM59T{T+b1Aas!
zf7x@aGnGV_`ustlKNUZJTE%{1n<;Qaty@3bRCA1s<vA$+rnswo*y+Y*9IJH@24UNE
zjpwsiaS}~SoR=B0os{{x-#3Bt;5ex#<I(0r?fKlfcj%#zvU0Qn=B64XlCq;vtJ356
z5B)PeE=;GT279<UKXD1e5JX6Qm`AXNiHcHZ8O|C5YPcj6NEUmb%~N8rvPF{hE*On5
z1+04fhV}L6lNsz<FCo$b>qVD~9bo!4*KCz!7{_XLF`$feU(even4rr48dwttNDEd;
zm^x{?b#+Y+GYVss)B~;LDCGU@O>szkeqw74`;LI&YT<4$^FO7M`|Hf>Ja=}1{q%Qr
z^U>h+{1Yfg&$$Y)V<ktuE$ir`xl?Adw3C^oJFv+uWOxBox{+b>3arv+mnH2O2!`({
zkYYNK&h_5eqGZiAv{Ar&ke}G3Wq)6mtH?C7Tr9ao?H6nm=1-F77a5Ob-eW(B$LvoD
zl;8_Uy5YA5k2}SYUGit@Jj7|@l^r3Uh42Q>ls@y)$RV+Zk<hC{Gmbvo&tdgYQK<_<
z#ZwRYk!`GmL$5(p?PbW*rEY{mjxYyqgL!%ME(C7|&j`EDy>EYi9gE_SldLG)-x)~~
z*87tD!vh)N9~T%m=4`lNS@+4q88Mb_iHlmZFfi&;Y_(g2YVa^S@G#=Y<3&-cbX8cN
zWV1`5jRk0_XLd4%E-}hq#3G}!CE-L!8FhC&9FL>yYzlwR-O&$_*pe2Rj3I}*jGWJz
zPs!K46@-i?l$3Isc%yw!qMlHLq&}aFanvAgJk?iQwj7ndecSLZ$pG8E^s4S_a^6;W
zI{?GA=8Pac$FKw|my*Kl5&$W=B?I^s6-1Kc=z5DD3%C+Q$Y&I4{mZi4zwU*UhJW-n
z@A7eT0`+vV?ihDx=jP>Xo`Z85Ak!nI5z{h7O024y<w?@0$ptIB5jJmCbdhtAst{&G
zG*&{8wy)VD0qwG0mN)Qf>bkS^O|C6Pkg?BkBo?5<X_bTMDt?xX|GoG?oSEra*-Qhv
zv1~R#xm(>*40U!vdgb-!vCe(IzgBmEov9<^W*~5MDJ5x0zL{<QSy5lgvZ0XVQ3|6!
zpjIPJdl)KtaY)%ez2&W9?&=hxGBCK2Cz!Ncb|||e1h%jkr?g4$%Z@ui2-RIykKE7}
zjRN*`NQ*FyjNoo~UbW|u0-g#cv@WEcyxfOj9sD^cn7C`ug!aVJuDbbb_N_xOWy9rQ
ze&cKvv7Ih<=bON=@Pt7*1{uQ4a6R4(syO#mJ4y-K%DVG3UU;^A2W5eONw&(&M(kB!
z$+XmLWbWTNgV!m%hZRo6gQ6)n*N_mtx&Odwc|K<kg<hZlI#p7ZJSy95<ju7pEFP7}
z%;P6tx8c6a-zxgNTr#zmNarLaF%AL!tb=3aqk|lPz#HS|^i+onN;wZJ_a7uVIl|rE
zajdwz;IL$8$ioi*Z%@by>-}zyl|I~GRqhKcd4zh6|6-fyT5{%+r8Yt6dk<)u1S<B`
z>OSs+p2>B{-C@xAaDfc|!*ODzGRRrKTNc2cp)Xj83^)Wf9v(GNEQpGVdN2PD<R=v5
z=Oej6kP!jxyCqZi42RrZxls^j{omv;HTiuTg2ewPRMc%OMR)vS1|-5@4)T=PIgC4#
zIPb|o@?iG&>p2m2J(rNd<)txeM$W?lwlYtMvCP8Fh^Nao+U*^LvM+|TK3qTpX99E}
ze?Sg%x?>Fr_DD4rkqrsoEt&(|3D`sqj^LAKORc^?r7wpTNagdjJjfnzw}AH>fOZ%7
zR(KI$(nzub*F-sWBo3i_k0$vgB62V30r%?v4;EB5N4kcQjHLOn>N1H%{4XVNH~&wv
zyQ@^;3YF=I>^BW=(e@Q_DW1J#vF3!zYMSDhRwZMB6wWz;g=tT!+sA={8%PN#EKXMy
z)unIZqdTa`C-*3KeT7iz8Sh1#uloX;FwASnB0s2rljEmAsp1E>taHj_i31Var3fhH
zZ(jc+u&1;Zyy4pcFMNJgzClrwm)(#Gnn`G~>n_=c7ATwkMO&v(D0lsbEu&D@L;cw(
zr}o{_chqY=ooa&hS~?B^%SpYKd!d_k_9PO(iY4dH_Z*05kB6e9ipq;R3`nH(a*P2c
zqxYEd88CY;eR<~BA^}A2?X7^~k+#1Nn(oCJJJ+K~;ru@=CwPVSAeHi*%5{Um73h<r
z=-coVK|znsiY3YX#_pnGQF|O8(awO(OIU*BSHy+_A$7cxTWr$bwVmgOTN;3>Xhhf)
zL|hJ<2-@1QLFxHUu{~d;MIMx~p&OhA5N;q%;n+`JXgpg0=2Bkf-Ow@!c!9FV0KPLq
zty5lyUDZ+Ro<c!TAQ*a0e+6L8YdFd6jzd4e7O$T(GrtNtote_eB#=fxw7iF)Y2-k>
zSGF%ffnF^#dY*cL4Ap|j9uzRlwa}wZyz&>4_;OI^UJBm7yS_~QcJnN$Z`Rc(us^?D
zAz#+SexuDr3H)!qH&#5Pk$L2&NA{=p9#DpY#shI6-q?Te;7>@kb4l8;qkMfwvdaJV
zJVdZEuuFvIZ9kyGj9Hy2Ga_tTr&MmtLo2U&C``gBRFZ*iHV4qiIH;(<SDEAiCYn`q
zywe)5f_ttC*@$hV8FyXPo=#MBhRhr&SUx3Tx%Zc?2fs4ySFp~Y(BuQ0esm_cG;wcd
zrbqE!s|?Kgjg<mhB2c}+s`rW2@Y~iD+Kj$JhXWGq|D@W)&~AABZ*e8YHSTVq^|u7K
zfqL+c)uQn+6HMTXLJfl6h`(|J{+s=fO3%!kcJUblz`ZIMb#b@zce>6>kr)mfvf?CG
zzdd@{*U}gp|5GP7rt<Ybn&m&XChD?o&=KJ?IG2C%7BAe?Zb4vKL3d|R3gAIVp<3y?
zrr;WeB+n6QRd;u{H%K)0^2)Th2*W@4we|INP-XlV>QTm|r?aydDE&TM3S^F&i!(CQ
zNZdJ^)Jo0ZYEQ$|QTlcaH;#JrdCr*Z?8VRXOfNsj-saf3bLeg@=Dac#0|3C78I{w_
z;^pg@z%s{Z3d_gr33!Fr>aV?Y-Kl>4x*3#(vPl(Qlzg-5U8nW4)xj5qu<YpR>9Y-*
zK)CrC1Y{t9L3Yl@zEle-hk>cLdU>FLgOrtZf2kz=Ak21LU{D8X$nVm0kk=v{o)qX=
zAmK0&zcfie20qx+C@9l{?t|b@L(FqvQA-148ZuRbYETr=?v3O?^zr41Gr7IVpqcOc
z<+I*$czNX^Wxkqa)aUQuh0hP#bGPkx-*qm7XEW6`APoDT)*L5g?61GiCTTaIeXR4R
zsI6)F<K-tK(4Y<UA)|7>Fo$hB2tyg^{U9p(cE@h!lI-4TS7Xod<E~S`E`T-+-1nai
zF=5abg`hY-J`OGB9|LQT6(mZKyN(7L7<8<A)DNUH2ZXAG<SY=I2u%8jF&+eK&i!Q2
z&jM1c0i1v5wY2s@<;4=Pg&wET;SV@fagbIRlGw30HO_TYevO>8Y+;cfk}WiBX)C22
z)!d6%FqY*8cH)GyiiawgW--}<NcsG7P%tjv`RliL_afrsVWHg#ZxUu@Ax<;?oN(T>
z>o3fHZb`Axg8cWsK8|{4Vw43|67(zX;rYpJrmj*(x0@MCQE9gZ^UPV<ZY^8bD&)WI
znk_s5g3jJpV(ligset-+IqGs|1ZCmXMHmo*+6+87MsH<tS`0G4La*rJJNJY>EMXg3
zhkda*eLt}y<4ppNvgk<HWNN>3!gN<O<N{E|mx<qt<ttqhD!~TD5RHVezW~=kG(06q
znlA1q1qy&bAKja`!`Zpxq}TyR{SRa*$sOQJ;<IrZyxk*8pqk|w{~bg~KY|DqcwnA1
zcS$262vEbo)UOG~$(;JBgOec+)ekz(`TRt6IqooZj=2QFPQTemr&Cl`&`Fq8*J8z2
z6|$LLFXitHM8cwNAeo?GR~pL42x&~0ua)6P?JdQekLhImp@Ic(Zaf{O@K&jYq(#KC
za*XtgAw`<^J_&#MGq^S>K<>g@ugK;Z8T)2%jgOx*f4=HI^{X7OxWtZ%GY>3ysmCAX
zeI4gGBJKt<oNxEtC|9<2G)@qE56HUi^`*6jpuvi~E(;v$+Uednqp`lOFXF<*YczM-
zR6BoELsTGGneNttag3HrNO^HA{UmGz_R0U)n&d<-0@WM*q+kYKTY8fvDZ4=p^@=Bo
z04EO>&m$LB6L?QigbDF4c@&3SDdPkQXv(eOtKOBXUIZ$lEw8-ivvnDmJ#@G~3COwz
z*ad0(r$k?I(rI1OUmoLZm9*_dpWW;0O*V5niGsmlv8^A?SX`3^rsZ;;BT<2~Aneb+
z%X_jTu=l<TAgV^QDDC<7EfGIFB?hl_xtwwjN$VK{_&eMhe}er9*X)4GHLL#KpJZh%
zzM1>bqQMs8x2*Oi51pwAQ($G}5;aeL()v*`iTZo@yB&P&mluxi|AmG15%A^aQ^Ck?
zB)vJ|0}yO{<>uZ^dS^|1vDU%d+NKG4{};>PwqZ{!u(>*8G!m*5P$(hJFR^E$%f+NX
z2-594Smx%Tff=!|;uO;jB+me{qipileo^iC`xMSY`Y(=NGo?C<yY9k8(m7zqv7<Cj
z6sO43h%<+e?OdPTa4$|89afEa@8vcdX?7>_OcDm#e(*+CyV%_pkBCKr54B73I4v2-
zi}Kj}e>#PpA(%kVDDl@XAKUl$QSNf6N1N7~*M)K1ddI}0kj^XiLxOp+_V51QZWkNQ
z3+op?%a+%=C_!p2?`<BPf*{=FKk^X8%TOgHVx(}2zC&!e-F<c7o|~<Vlk$TZH3)+~
zqiS=t_>;Y@O#U|)<4vQhvmj(Cf+0`-Tj-?Q!ZGi^F<e0KaT^%N692<qeG#(wB4^u?
zqlZPBS5r3`;wuLx-cA2>P0&|D5<rHkkPr9+OzxDsg%5Wxp}7OgH<a#M#LO#FpasV2
z`o<cIl*98Ed)#SGV&Y~?Hh4kcJEP8uPlSRyobaS_d+zWL4gz&dwH3_4ZM_cA_2h__
zHFC^mO)wS@ektxF0A)S2px}2#{H_yzYiD#ae-smA+cDIz*m)Qzxw+QbADJeZbI=I_
zUA6~{`ZAE3$dMYr*|Q6YviYuehd@?WE$Tbg$C8(G_l>yH*(61tKcpL0Ro4XQ6i5&K
zxh3DLan45lfpT(MkL3Md;)bJ}_4XrCv0zD$24j<t*C%~^e4~-&%-d^yq$YLfFDkxX
zr+i3(7obOIc_sno_4NT^l3|xD$F%Xzs&(;IqtVGL9i$Zlg4bqf^dbs|?>D$26%~Iv
z#-@_1Ok+`5%L^e~mb*)@GPy6CRY~k<a&%zWflal9!ueBl_voj)$s!L~a$FJwxaD;=
zQ!mc-@U$4!RQwN|Y5D~l4WH67*S@2nCBzXm%|NR}QPRe$vi7YV?j$C>;AF>RX1;Qh
zAUJuWY1b6X)Y9fnU(RKb-H=Q&gJJiY?}pdZl&xDpex-7sThi))+kof=*G=G}zXueJ
z@PZCyOtf;^T?APbn#58C*%zbHhtE4xE*S|NafGRs?JROWt28uu+%~SlbQ`a-eeKb!
z(f1lr|44>TM|SSsk=A5rbDAF}x!dn@pF>uio`r#8Z7p`pb&s#q+5se0rl!djICK_r
z9Ry>v34U$+V4TDEJoA>^!+kDMlZ#n7o*Lb`hYe?|<-N$RO*`J3_rH$UP=>ih#2=os
zGX~}s8lXw2Qyulkj?DJZHAcpug$=5hq@$gj#meUbxHJ>@K7I`1hUFP~xTuQGf_7Ik
zS#k_GzOvCE6@p6*EOkM~j1t(ysPf92YYt(3fs?Y_ssFn}P&<pN>F1m<P|npHKOf%~
z)e+L4?piRs%t5nTw^hP+yZCOF<UQ^bBiYO!*BD}t=UfULj529*|8-8Ai&VKGS@-+*
z%oyeWR1k&!X~c-jqJXTY_XQpjnXU?^T4$l9=t)|O<yO`sDm1{dz7awbjCe=3-D`ZJ
z<S4)Ao{JZomWdlu<IrZPl$?l$J`<zi#r-39LBWzFD{-#FB^#!hKOg>-Cn0<4ty3ZM
z#Fj4vQ46~bZ>Y(*HdQ1jxMW`A!zg<7U6G21=OW`W!>&9lJ-ri124&4GwsLRIZ=9b!
z3G#oo`M0o`KAJm3Tgjq-1Me*u{)v9l1kXkPl_lJ=$p*}u*1a4n6iW1;C4yqQ?EvJ*
zCIL4EXfuf~J>dXz&L(e4)Q&{O!I8q{B|qv3<A?48&7Ge9oLwxJW<u=A+3&K?-kmLL
z0+ik-z3kXYL-(69#S-N;#q>z-(>vw;9R*<U$#`*C;-%`q<bacon=in}M(vPylPbew
zc$IALP4s!w$BO5R-!6H07`2L@a!Z&MXipmSH{H4n!R@egxelUef8*pONgqQG9j!K8
z?Io%YEMR@+X39qT#PLHQO0+*O|JB~^v=vBG*OWKGRSo(i@NNEQ<_~-S{!U-K#{r{K
zV2P&5?K*#xHH6y&1XLIGH~@xaR5lU=<weC%pBn&EmUy6(!N$RXI=p^((Wawu>tce=
zUnnSni&>tQ{#DV-8_G)$#5nXx&{fMyyVxYwX(ot8h&!V>2Irnz+{u1VRcT-&P<=($
zPI2CDUfsMML8p+_C-n!`C)Xwd<Tz8eDUxtEHI<oM<q;7~?`X{Tn6JM(ii9O>$JVr@
zc)P2<4Lt#*cK&RW5)vj=i_qR6d$r>!36`Reca<L4^Z4;Ow`^Ja_S%l%-u#*bFHs9s
zthS7Fazaon<o>vzfQ~}QOHhXMj=KquB;^GJMo4}V(kW&uj|x8SoeTAg#-}H4ZxkzQ
zvFjP~P&iIk<UmmvRkPVuMVLQft)ZdmnlRZ}f)sMGH%`H;rgd2r&-yMl&+}`>Yf)=f
zL$?H3le`ZgeRBgh!MoD=#dfNO=)=gD83}T(PfJ}YOd7t4@1`oYN@&*`*=THKqQeT?
zg<$#4HZp^>a~OG{|5x4#UGuhMXj;0mQSMhFmD+>_u>j0n=i4)H)H~nb#%jv=9;&Ya
z{K(b?lLD6^Zw;+^Bt*6qOe(m3&iF8olO9BXXbW#4cO_jKYA1DYgjAa=p42^)Th`pa
z&xi5ArPC`?$w+u8db7o_Yr3BiU{HrJ=GSf)HO0?%GD71BK%312+N{J0s}22=WO!#t
zJPs0kB^43zZ=0Z!j=FgX`FKHHc8MsLW}^}N{=s*eeJ|@Zl^$##JFcc4^jzG%xsGat
zf^oF$OQ1ke;uD{7+}^VB%VU88JK~rZ?T|qG?Y$42+ZyGpF1<^>^m}6+A2Lahc8N~l
z+nA{o`0!!DM?t=~{L<Las8!m+Gl+An&wrXUG<+hH8JRWF`xKe&YA(y;EV>gFbL|se
zKDu-X<W^{3n)~hYgMjCU&MuSQ+n}jPRrh#W+<ODb*(fLlZlZ)_00Qq~y!8aQp+A`r
z8i2Mn-{Kr%ogB~gIR(n@o@=>8cj8p#{PWSgoD8l?-sNZQ<LMc!I**6c-F!yA<vsD)
z8b$}f8@Kh_F$PU2w*h*!D0r(IBhb>)^?}vfDrtX|nD_V}zT|zk0j#Si1ufCij>(Gv
z<N7y*LJHdr^#G`_-NMfgujlKxQ6?`)ZN0|W^mTdu+RvYk0z_v<o$RSKEulu|h*<eV
z*FG2D+v1xd>$hze;No>>o}V!BeNam<vf4g=Bkui0I%pHd7!SQ}6hp6t%-IR{YS@}n
z#`|~v+P+zE@KyO7+S|2x@6<1#?|^<98uBzJh?B0r>tj*}OV{?|SHg_G%inx>5ANCF
z^Lg)RpGEe8ndSs+@?R#%0oVPT1!4k5@~sIXw=2OmN~0CX>SM$py4R8fW}g#@As$+x
zs;Hp_DC0ZW*s#KNF?jD2q>#zJIm>FFIAmHM+6N<#V>1?(<lDB5-}hjex+v*n;<<4y
zI(MoC-rOY1lJ~mo_smOKDE#|7sUyfcD{*V<ciP%<=}7{BFrSdp&)Q{PXZ$GW8Dl@`
z4eJ<@Se)v;e}jpGL$aYP>waN&YwWHF?&ZzF{`2_z_n6NwL!qaE`ulQ^0$I04VQ2+s
zN%Py-J>1ACQxhpXqjU<jwsPTiv_m7n0cCnEpKMCWQWoKZyI?E$;bZ?7n!(qAOM&lQ
z?G7rge9)F5Jv<5KPyplHF1Hdz5DsO{Ssn54ZiP!R#5QtUwRkUnqJB0JP@=VjoYauO
zaBzzHVZC^{ZH%`s)_`jicvdHm{94;(R`AnOBBSlc*6kI6^t?s=Yrb5kkHEQVexTc5
zB+M(j{njl<N<U}9J))9~({~>Q>o*U0#~7issvNhPle~4R62M)F1odyi*WVW}s^3)x
zRriws5xFZ)x;TVH6)JtV3(;8o+X%F&z!>=RIreS%eWf_bC+|)sU*8YVy^A-H_C-#&
z4=zp&_iE{#{5*1dLiFPHi@CWd>)UyUaYy4;|J~9QxTU|aeCx|QY^B<pSxiSY$kfGl
zR#wMW!PorHeq5%^zd6jxJJst9({%E-<ZSfOY_7+^x7&LC)sT;eeEA$jI!V%|s=EMz
zDNTNP7W?NbK>=BVP@CBRex@6-8OcbNIa~v7Dub2H^Ma;$@hj#H?Bsi<hrJhGdKo51
zxaO3hP^ajwU%sHT{n6}9ua;{<PfZu;E@Vvthf(h}-1)M<IDK*0k8GU`@4;~b?0WlN
zse{HlI+59~CwhVN*_-hDr>$g|c=SF|c9G%L*u%o?mH@3dkWaRR-+<OG&)=bop{KU`
zYxH6DxDgM9drxN@op#{_V+6C&Tbrvk<h_Cl9cuqEE2~R&uZ<(H%Y!>8C0fT{1e5Iq
zPqu61|EXd?O-1tgPYh?FFHQ4oElERSH(R{F_Ld$fvaR<T2sRoilz0*9CP4Ijm>gs`
zG})U#yjMK+l<qmExxb4h6}k%%8y-o0btEFIA5vhE7DX>Bew|Jftu{(!4vLO_t1Wr7
zKXFDbeY094IL$6$G7aS(nHvcco$T%DWp%ol=c7ch!pFf$03r!!mw3*jGvd<ec5sRi
z5tteqMjd_!2eyoHF3i#lQv!oPilt?2;wg<{;*7}B)E6LQz731Hm|IzPv|(<fdY(dd
z+MLrHFJB;cem>|LqrAor!Y`*=fcBV<-aVL!+k39O+mW~#m2DpUi%{d`atssyUV_nR
zrv$RAH-w(3V}p~<h;RTwq8tb~-6ENp_3xowWr)quyIbTQ2}rk<2RUiEy=Kz}l=+`;
zpV{+A*8z0nx=fsZB`zUI^fUF`cAB?PHL{Iz<`T5V8YCpeir(8<X#KmBoje*>B}-w)
zI?srWHk<Hs$Tv|o;}VghbU6K^jR6#3Quf-O^T;Q(m;a6RGAuYzXg9eU1|man?V~R4
zxQKxg6jl=n0XC1#Z8xwtkQozt?NvbZK{zWRXwXQRPjKTX<y7V0-OP(HDEUX9|6o4+
zQ~Bq=_Zu<-`X5=8ABC>bOxup-q%Z&8{j<SYfaqH`+Za=6u7tYaJ9FrcE+Wt#QvL9r
zYGZz9j<``8I*aAumYDO5jWTu)o$Pw1_r=>J?2KeJD18Igo{Y2gSO2?|f_+S}QD;pw
zfOwjro5caVDA08qFUAxPcn1IabsHKy0LkEYbzfQLc}U7bOJnFT919$J#JBwY8KdG1
zILV;oG)&zx^n$s07_$ycc8*30HU)}&L-)o1ibin_)(P~3PO6*I5h6Zrb-TzRrVfLs
zFPZi(ZN1_9Zhlz8YH4df=*&ETw3@v1d@p9~Kc%5^NSz~gQ1Az%H`XZHAfsBL%(7I0
zc`aJeO9~o;ia?`-VaTRiA$>w1F9~K)4u9yrVT#w~xCiw0KIcYZ5VXaJIl}LYTQsl}
zoG{MAL8ON!2AYb){6t^*jttTgdzSts&(cu|?20c12}SlSGCu0G!hY@kvh@_TwyR25
z1I|nua=#*rYk*b12R4B|pf8{#Y=6Ch&x1x(__BZz#Mn6WPO}Z%2`Iz>46c#y2&^43
zI==`BS&XKbY^-oX8Sc^aM7Q-vLyU9Br(4ydvu@pYIK0WPR%P5?18l(ko8s%BfDxRJ
zNgI{v22d0L(mb~zjkxy(nX*5{kA#Hmg|xUr^RwsA^TEQH?>t~o)}jc#Nq@REH#MnS
z;uCRDY<e<X&ifP$r!PRY?~IcqoP)@xt*uR@6bsJk(4<D2Z`<9>hVA>S>im`6q#BLf
zsMvTRFAm}qt(Ih%GiLmh?ip1n1Ew|=`jY>p<{8vxAZ!?hg@u(&mXFP8`mOATuA?J$
z0)F?Q><6m3VELJnk5x-ZT?~eCiSGp9+=Yl`EmuQbL-7vwS}J#oFWO|TmYmAq0z}gx
zLB;xyjDyp{LFYC@Q+mt?&x4wf6bJ2M3)aU=sPO}Ml|ukQ3wLl^W&C<GLJR=+i!zLn
z8p{GUXb=IiHXLa9781x{H~$Edbuc(Kl4y{M9^^)BwcuHD1|?L17sVbV;pBveaH0y(
z)g_xWG&BSufYp6}vdP|wj>lxJn+%iG(SFjHwRPJM%5ex(rXsu7{uWc)0R*@;g$W+k
z@6bR)85YW#hlGV+fdJA82>u^FeAvUn;x;UJ?dny)EEvMz?}pAAy~PeE!5#ok)sYwn
zcq>7O{uGA)?1#!Su=S#*dcIBuP<HO#tqr}S;Ngw5Yxa{a>Kw+r@gVn+yk_QoWC2YI
zZAkmsUG^UcI7>=GmO~X$%!dHWbflw1N5+%NN@YNh2?9L;JuM;s?CH~+(1SR?pnwWR
z2QC>$(?k!1I1HoZDwvYauE<LRb@@Cfql1U#*~@NyJS5C?LgVRVHu*u&+A2iSl=&BI
z*t1rR^TJa%dV-nU5|@(<*6X+C7uB0D)2x7|=swj4?@bi2VsB!cEkH6`2dD$^)H-(F
zdmS2T1(M;yhlJPd>6)7rKM%5{5-f!TUMS)mIehprj0Xh8HdO!4NrqQp{>Og)%3f&j
zfZzjx&bNKL!p1?wXA2`r9jXtXv{D%m4sc!_G|J|2NC8uK)SPC@i;I^I>%UZRfGw$Y
z+s=jV__GqoD$T@$IGdHWhSKTQ_Z~p^_)$}Xd7VJ50>$J1X3GWsO0W8`;|Qq5YoY$a
z9tMVc@K*$u4LnAWY#Kdh=7Z+%`-3Pf@5AfYW(F%L9CjjBEw*OcT2hTUPY3FW^rRrm
z_wgT=cOrG$f=dj5A^<z8Z=iM-aqul*dCm7^qO-qlH*@sgZmdk0^V8U~9%*^y?X!IR
zB{Pp16_ABZOYA>o3L4n0C^AxA6n`$$_19DsKeg#eEc1fT=6bvj#675=4<h%RKOFRu
zeQeSlx@93*@h{$AKiohNxLN`15{&irGyCv23!#I@rtReisW0j7TKB)Fy^Rj{{b3HK
z4i{JL;bUB$e;>cEt)N{II?4WE7W_T|Z}(-@!~jd!NK<6oPTHFQcORl<1D%H#zRVrD
z{2RH_RR4exF%iXnod(C!X({4pJ~;DUm<&42WOunyw;q!q0K7uH5dFp##!q@rDNB0C
zKmP$gR45vdlq>)BXC{Ry%gKR3QUusx^61;EuLUgyOKnbNf)L~HZEOfIG-?VCj|F77
zWx7{3uGbEsa}KFOw7NG=vQg2#d*5l!<VF`-y?as8uNfzMP_O=53W82qi&PtX)+_SM
z7g?ia%TRKip`SECS{d~31CWz+mI26ycv1IY*WF+#B1B(q#n>|I&B!wR2*in>WYJY(
zso~H-_{b6Oq{+)Y^uDso!F3Qe1ag{frs-0H;dV@PTlJH!2?+NX5@%=}pl;zKoHBU=
zO!@zO)(1G>e4$?@ts$_9H~w+sH(3q06$l&J!Or^vRJ`LY{q?>;BTEVfp2(e&hskvq
zHbTg$e-A|fwh=8u^)vHeb1204_N^YxxRa4hI(=9dG2peHK;X-Q7RaHp^kOvQn4a$y
z>@fs^Aq~@+1hj=KaR?haB^<UtwX~Hpzosqw@{fm~8C^9548BV_Y;L@QdxLZ3kga^%
z^$Tb&akBs~TBskpUAD{1Ng40IxsxRqZ_;JwxcL10tY`39qRJb#N^n66CDv#N%begC
zTe)ie<8Zn^M{sW<ENX=f&O17`j>s!pV+)28u59hL!(nstd`P1%S|-mLJq?a8L=Rdw
zyuGnC**@^!U{)2h7P-W6Rw@aE9tUq00!7IJLcG1oaqDt0W&Z5EeoKQZ&q3h6Wvml<
zgq2;VklLIRo4l2WmDFxAys9w&)JwrawRJ@9o$qr2%KDfb^E^wk+M39}yTOk9kkD;Y
zxP&ocr8Qc(?<*^4VfZM)<JbI6&i}j68o1DHb+5l+(3ZSBjN7h+IE+q5k2-n##jOT!
z<z58S;pr~-68lJ2NiYQN{1w9XQ@>2gfc2*2Q^~)pX@INQ0hI~w9@~~2lh%<HY84&;
za3nb_$XKDxIftDVa`Uw`E|7IaWVy7oaWW@%(bkYrnL5I6vwE|2E0*7W${O1+Y;V2r
zC-_QSW4=(Rw<WZjg%o9~^}Edt5flndh9Nr%w{3A;yAUHK(A$Jf@yRBMES0kI-uz+Q
zhrGr5Amh}}TYMzr)dk9oU6n`HO;$l<n<pJ2+_RaG(T56~e%{Od{Uk_bjFDkd2G3k;
znbYhCO=PNZrh`4sfjFgpZ;or7A=Oqa1tW9Z1gG9uJ3-Fd+5b-EFq}$ie!*eE`Vbx|
ziO1+$n-c|1rR-YJ)~@pa>@aj~CUhvvsZl{nCh(F2lCF+Dj}zf>{@ncT1Wp>4j@z|k
z7YxPlCU%Z#gCRMjGV*kHAm`RCI|F@dv))v1OV@~T($Q(v7U!5XR*#Grmg6Vb8~(d%
z-{Gz?3~SV#dY#E-Qs)Ii(l%R_)|1Fvg9$*sS1}g=Noi9RHqza)>SjW3{{{5Bh8v#_
zYUTaA7Bje(XW-mOa+&1t$u?nGYsgsC&NkOYpjmJ8fmNnEqP*c08e9fhMms{E-r{v6
zVVr#qb~<9(X(e^l&ky)uJ$n0%P?Og>(rqxASCWuda){yMd+KR4l3Fk-8$(aa<ULu|
zp3f$U+SRf9Y>tRCZ{YHN?iMJi+gQ<W9Yrbv&3bMe|Mi<2Ye`<-b$nNn90r)d+>XnQ
z1zr5De`jzW&fo~xp70PKC=up6NHpg;PQv_}-OSmQ&818K6g=sdvgkfihIX(L5lY`n
zGT0oP&woxZ6;4pp6cxh92>EVU|9r508C<%Tvb3Z>91KzdH}(s|WVkuUw?mT->A}Ho
zAMg>N@y%;j$XxpLpTPnJWDi;{WjE-6v(2|kj`<oF3Wh+%Y6wz7rqhzAzIDQpUW6+^
zcKjRC2Yxatn}ke&|Gp0Fy_)LM>PZ==nWvM>d4EGA25sQ}T~>t>(x#=KTD1V+KEeO`
z<D9)%$5*>+_X>TB*gQ5r9K&LEyaHN&^}En08h&U0{q*KHd}-bU8300ablwgBcWf3o
z_Ck#w+|$tKiqNz6cnSCB3<)hSP;bH$f8clfy7FmG$>r_TN9Ye)rJxf)VSA|w4|#_;
ze;~f!e;**i5KA`)=*v`J&Mjll5Xj7b7Fy+-)@>)uYfCHX24umJ*#v!H1#hIBJ=y-2
z{yack5+>YE|2}|3h~aREXR>!kOKR;Neyzc$RdOJ&F-B1CGzq}m?{G;auTS>NWc)i3
zIhbuo>oR|LU+21xTJENm9AAkHGeUChDuS?fhCr3IHQzvuwnkHPltd1c`VN+{nJ2FV
zN@_I+mZ8rqa&J=>k!kw)v6H!wuLs8b!Gq$t_c@Qjk82^5b2T&rnB}h1d3Cr&IrrZO
zdm>*?+feG4T=z<^j2c8(v6oe)VL8wNS$U-Z6>dC2bozH+?2$DVD*a|=+gNo)gAQ%H
z-)H<5Im>a~{~gh!h~b!%CSWk6;)L<|Xi;-RN=kY<B3jJU$+!rO=s<Tg45Fx-g$lJN
zZiI?S?$C$I*+ZLm)S2!SbUKrii~!X0JSa2|OsoUALlm}TCo~hAB8Bg|1HTFO(tDv1
zripdjf2R|sN#%eGyl@XU(OyEv<p=$tDPh?R($qUz*-t6SZ(SD93*bf+u>ASvaLpo4
zO|R%^9AM!}UJF>0&(mjL-Msw;cOoq!7LTBy|DuV{(t#(tm`Xv)DDRpA4!iQ@Kf&2(
zKWd{1!YhJ3CF(t#vI2GJ9e-IZT;Or=#sbi0RDQO^iF6yV+VXBQKfsSP(!>SiA}WxU
zxTI_kqLA$j@Yuit9RVsi&I$Sd7QcSF3Ec5S46pCNhPZTdIh((M*;kciwTtvQD#+R0
zXO}WA``{c4p5;CC^z$;D01AVRLp|VH=lHE|`e6Ud4i{&+!xZ|q+_$i3t?+Uq_`pst
z6~t6Duxr&&BUFEQRaTC2hhlvnZ4JDk21k&?fnMo8$k#vLEoN@azg^}k4BL;B&`K4!
zHzhNh93Tw(BrpWQfsRnhfu}=GKm!rt*zw~|K#IdO^T|3tegFOtaLvY?9AFCrY^tAh
zgeVYLIy>jrX+Bt_cHxakb@B?v0cVi64<lyyztprbY4*SEQnP+e0%K?t#<1fWv~@53
ziRLJtK3ViGGGW*G&X!Ert4GWQZN3zhXHNh3TPR+=x}BAatG*9|zJB9|1#B~IiP(hP
z+;iMgw$WBtKwlKxuiuCCS`8(G(C?7A_&b38gp#3sVk!`MISq-heS;S5A(Nwn-=19A
zXsfXuS&7M>|D^X()qYcwp#KIw-j!kR-W1TnLR%Oz@WQ}hU8x{nfB5j>4&W+4JswM2
zP}>DgMXN;Eo^NavyKUs@c2WfDOp2B5&n$8#&>3JnudoUoQVx3KN@Y;_x?e&<blc1E
z%zRnHJJx%S+LGjN$M1-|Wg77AzKLM|@xiNAd!_FP-n@84a7~m^>X34;S#rjq!m8!g
zRqFbMk{;*A2lDosvlaMj&hL8B%7J9812Mi_CebSk>$7SDJL4}!>8YuLVq#h~H8lfv
z*Ix79va|cr*52Ox<;>~Rsvvp$!mo(i(Dg+tlRuo~?7mHpLY*IckxL%L;c!5_i>8c1
z>%q*-OjXF4c>*3_sUT@h9W-e3zMN#hC%M3`|CNBUF{g;(%?lSmvmloO8)Em35a?H_
z13%UZII~Ca{s`a6zsw(c4I0l|yV!=-eFQz=8EI*KHnuOltO5c#kX!<YnTM*nx{je?
zyzj!hq*IED71hM}*8P%(_BTnLcPYMgS84=*V|RKnZbzZ^uogWZ0bHO>Tgvr;q)}Yi
zQgUHmpWy)xj!Z1p`0LlN1BAN<2894wfB}8^?c2Ap5)Z<Z)|bsO{r0o5h(q0=(E2Sj
zEl&oV-HjNrD<BRoCtdP^7hVVMkFn2^ZqnB;h8Qh?NO=PG<k57Gq=kjWI9R8#ZVm&x
z;<BW@lJF`CX6DCHDAeQBI&V$%xrqnF_9^4xuJPdX<JXzUJmDSk^&>&>{iy@t#P*Qv
zGEY*b^f^k<)D_cRDAd@_i|7~2b7O%6qj)CY=2}(w!R;)`vX{&AC`_~D19#5Ye%^^f
z9hzf}z2sl#uG4>0_<9gSXq$h@HYt7h2J7uTxWlG?{k~lNE9IldD93_3;Rx2jExg-(
z^Cme5M$Z)J^=v*)(<2gr{%xgN*R?L+e){|b(^m{P3gusQ$(q@@4l9=ymlzk8GS3oH
zy!GYF@a4)=>mywuoy5C#Th|8%9a{feLp*lf?De_S)Rb;RCKx7g+}(MM`e(-`a9Lp~
zzkLFGH@`fHe7UBK(<>>b!N9`gFr3x4*Dbt1q`ZqRgbls9^p1aIHD((MRT|X7o045@
zNJxDcb?o|%)xCvVCver8S?dhNkF2I1X(dvew+}hjYw$I?RmO6>iHgs+ty?9KEW3xx
zyu&f|LRk2|clXee@Hvk|TX>&J={hVZnJf++;W-1JvWNNU$e~5DkupUoNzt|FRRsLl
z&fOQ$ta3i{g~!I_DL&Vj1FJ`D;LF?LkUyug`cED`dc6Vs#hZux_PB-jzU9VrT(77v
zRk^Zo^Lz#`STl=Bnslm!-Al-0U}4$1b%W=vnUBC7JrO#u5@yL9_h9P)Pg-~{I~Nao
zCgsHB*KVGB0AsT33*O}g|6_u3M-1Mwy_M460S{DR5AMPrS_HXt93yyrW#A~WVDp9y
zUbJT3H@q|)v?ut@u>+QzJ$LuQ&42SUw+z+Cqp7@5XiuAE>M!@uW@DpS(V<W!Q6+7>
z_xCix6;b$;x!{l7^VTrnP(rM+a6?dxPc7lURonmn@vVzb`{{Oyn}-|&=A@dGKD^r~
z6Z_G^Ud$K8r<Te#Ha20$Foq&=$fK<4mynbcR8qqB6ZmRR>wRog;15Nn+nU<ihTo3M
zYwpk<B&=~*%g87JT8z?s%g<kQ@cwuf+Zy$^m4`T{wmSC8VKLRGzn{lEBsMlSJS^-(
zZtmY%!x7a2foIR2JplYdzi%H<yVkcCJsDWOY68DJ{ZabA{eEeIv|HJCZytf2@c#X`
z+c|OwdX%QZk_t0w!;F?EuP2GeXZ{toFcdjR&o$&ErYAEhen0VtU-PHSmVl>?;@E@R
z{M$uw_`~#Z3p`ZR?L!i~qd~FUFztFqPR;;OjRXKF&Xlg7^`izuUM&;)TfRCddJ$>C
zS(ec@(;0(h=iq>gFZ2Y)qnr8HelW3DcmlsGA}s7kV0E%xZ_%9@$V~IU;u60KZLFY=
z?i&V1#x-Lrw@F)*zf;}lx+YMXCn$Oqc`?kKP>T}j1o?I{R7sYmd-Xw>F6TV-V%Yba
zZ{oPB$;Dv>a-cHp0<>-|p+wz;_;6BSW4X?VLjTv}tsF7xW=vEOM0+RTb7?eMS@xu$
zILtAJ;-nqA0BBJN_!M0o9cv(OHZ(M7UApuHzXa%`Ja9lD(8P@Vd@cCAhUVrjzzmjR
zoHr(HO;YYwT71G{2UcYO3@5GE=Obc*{R~NQ8%SvK8TbL7`UcPtL3*vFs~fRECNDh^
zpq-a@oti_Z_GcCNV5XrJ%9oKeaH#lZw(uW6e!QWvvHfI{H{_|0^p`kY0ttEu9I|gl
zDcKRZ!ju*n{N97-&I2k#+rtCH%&+h%J<(GY+&t|NjQV7=JVP#&Q&3`LxEC&>(7s;|
zX^ie>MEGb~d&m^h0?k9i!ybP24<3jL3JO}nm{uZaCMor+C&+#6ECPsBoWR=HHQz4<
zWiCZ$CkZ*ypserLF~T3N2P@E0_Cx4PX9{WZE}LFR<*V!IMGBlL(7(2l4@vu@^@b&m
z$#-og1i87nLyiFevTY{zrYzq3?zNSDnWJ3hA%J=erIG|T#>ii9#z*zebVc2ai%Ls7
zAr8=2Z5^HaCqR=r(wxvc(~~G6Zuo$i6%Zr(aG7G_;uXDs-3yP2$$&6vwa*HIr!QS<
zTHvE8o7{0rf91$^hz2~zk^_gFF+v+l0;(6yEZ2D;m8=C(VIm;4A|fMuj9wFs%H3~;
zg-1vKf-{ScdA)drp@OWgrWOpOqZHuzol#WmABFEkA>aApQ4bFTNSm|KbS9o{O{}py
zE}NTwG%zsefS5|JcNIc}8J`F%eByM+%K456EI5uXLs={vNu#fgYx;%Nk#0dJCWIv6
zcCB8~z)KuG-gexm!m~3ib1Eu6{<GVF$2GtXx5Ai&^OgY3K8(L#MzKV91^(gD(aAF6
zTK01mfq|LQn=;64T-~QS8Z$9rQ}g4;DTs~WwdsN^eMD^R1lsNtPR(j%pDH>3LHh}0
z6vLC{Ga$aRJn^A7bk8p#2v#~P|3X;5_{%)>0fg<IfGW2AyjQUkDAyAAf3nWvfu;Z^
zgc4wRWPt0T=XT5n43%*}(?A2+r2f>!Q+(5ErxL85@8$ZCnRyzylYVQHCJ}LQSx{wi
z-Er^Jn7YYD3*(822??mI95`@*ZfG|jJ#O0{C>iLxyO%U4$P;W<q0-p_{OF|B#aUvd
z_U6ND)4P8^<!UJZ7oe9=KmPD<8)$-Jz&LhwrXV9T@c~dzFYufiZHoB_Jl2OWeQ=*M
ztui7!|L!qT)V!Gb#Z(C|lc2%GEuj(?9vPXIpDzY1VFSR2mYHwel{UTHW;GZ_Ff1it
zzc^bI8Obr-U#1UUu~wMN*!lSfY?5Ha^(C?$iq}YoG9AQtQ~e|J?(k>djG`8JEs)W6
z>sG7LYzBjb(YV@OaKU6|XY0Y}s%+SMF!`J~MO9Z<w*?m>dKEp=)C!LUjx3@Gl$glX
zr{9|%rJl8W*5*-5ng@K>LnRZ&XC4pm{VT|sHA00&*U0D#+|ya}sb6`X<Ec?Py1Fjc
zOd~yiH9cCr#?op5l@&3V9Mf`hTfAZJ9Dxot;^1c)fzoE}L33wk=O!o%S4^s@sol7I
z`6;!3*4GLarlvnN!8hR6W@Kj<O$skxv07coGFfYY&!~n*mwn+;QE{9m-mNe($5jWi
z^e%DG(lRpYb@cRN8yZxP*0Zy-N5lW1!BAr!BFe}qA|Wd)JFo;Ev2)<P5mSaCe&fcC
zS9i)>ztFR=NDKHZzBO|Ac2=%83ff%9!o(f}xU26v`ucJ3%wu7ngP6+71_DgVfu(su
zNofGizOI8n@Dk9^Hk{9<uOX}Juk1TLinPFv4GY_chS`(cZIy)lojb7FY@Let<2JvD
zHVzs0Mh2SqgVkv+MGwn8xNQi5TnzDYImsnh!gv`09LYRZ%Iy2jcX4sOHfvC%c0e#s
zq(^c%ko`9SQ~4L}fLmzu;&EkVVp$Qer!0Y2p7!Cx_ve{wvw!tdzxwpeT(h^&jyY%c
zoo^Kin+-6=#2p9E7x=EN*yr>T;WCFCqvEddd;CCd;Ex}d#o_%efQRlCL^*1r__o7l
z*Ts2-_6Y3L29J?WeG^F*#l<&pekTM4>%oZB&9nCvJ<dZkjqF1o;W3|TXFXFdPC8c`
zJyVtqu`6mP|ICB`>6pk758DUu`!vjmp#~EVOYAuB?*+!Kh=c^;>#;IUA7BM4oBjo%
zgsO^4iMiLEJ2A#!<Fn7&fuae2pMlUu5f78v@FTghazB{96+iDnP1QwMqW0_q*nU0$
zEDNFHEz8Rc|3V`H)v!lnEr%6>)fn{h<t?y`g};0Ev9|W=EEab29r3d0@T8<1xb-H$
z<P1v*2-uE922jP1Y#eS2^`n_fN=vJS!4m%wIB8cn&l)fCJ3yf>Y^GfCV^NVFtZCZn
z>LCy)Nx<3)PNnA6m9XP#5>R}!>npisUwjvqCQpz;b#`<N5!1Gv-^~`g?T`xCzzpDh
zUHQ%8_i1Itvy(t*9CjX`%&F`GYIiDZ2q$6lyaHTm0R79}NK&fkTn94soAz;?2M;m^
zJVyDhYu&yb?F;eC<lOJ-o?NphU@A+cW8_c?0~~oF_{m_O>JcjKw@#CvSa4SWY<FyP
zl5!3VSeWw0ftDRBYJN4#r7l!}0A%<=pH){oBGw3&c7r0@n50rVR6_MM7mD>5P|o2-
zgSz7E(kzi!<^#1}Zbi>RUveDLy|@CZ&(0V_InTvU$hf`U1}DALOI$DNOrlP&e(bj|
z_Jz6kA>2IA)#+k5&H({|vw_vE6Yh2gI61RQOAStHCWbc-haH0~h8L1xfM{S5%wH;{
z2eKI%84vLAoVngmUw_NVDR01=jN8Z-MLDuKrgEVI`YP9#&Q1?h+yw*kKpjl~$NNi5
zy<oH2!?y~F7;V^XcR|hmJ%nJxLqlU(IoLLM-{rh%v9a6`2s@ZYrT}99__1T3($Z?n
zaMP|{I|`0L0xAofklM2cP_$=fa3J@Mjf-0X-Nr-ceCAdj86Q98Gf?I>tCxd}EAZgO
z8~d%fAVyx;ad$wbK;mJSkWr;CES^iH=`L5VUM*Vb{_XgaG~d^5jykW8Jo*>#hJFR+
zb&nKG@^;<%S73;+vGFNSM@2<7lIE?!TFby#wxoOl(jGpIq_0b`62jD|;o{;lkcETv
z9R|C;@-Q_m&9#IdmAk*#3U!{<sjPnmywNTb9fFclQVpc}Q)ka=j^dLDfZWv8(@TQ@
z_#rT!J%=OoXSm&WGjXTDK79;kqc&(^RtR+Z+1)!Ueac5hERn~Om)AOK#}gA1!!3I6
zDdOvcg?bDOtSjJ8&7t3a!WyP#O8IWoAPek(_8cLP;*oU|Gzt;n;VC^m2B|42p9%|g
zVD0f7iLsIZf;vPAXAU3!=0(>X1yN__`}gM|iXp(jT^d#1xC7C$-PaRGk6uC|1&G(e
z!^0od?WRw?TYSeGG9?objwO08T(_{av>B{=+ygPNqTdE;@GP@=NM6|<n1tS+B&q&i
lqyPVxjluuex1Me6=4yW#{!+gg3m<^GensPQ_C?cx{{ymJv{wKC

diff --git a/_images/fefaf4f67cd0d00e94561514aa9e05bf0973a8a24fe543371efdbf00cf141543.png b/_images/fefaf4f67cd0d00e94561514aa9e05bf0973a8a24fe543371efdbf00cf141543.png
new file mode 100644
index 0000000000000000000000000000000000000000..fe1bdb9d6ff041730e0d9c97b7edb124a8b902eb
GIT binary patch
literal 79303
zcmbrmc{G;o`!^aPQ5mBmLqcST%9J4~BtuD(L`ldzWlDr(3L%*@MrF>NsX|ByWe6D~
z$rLiPKUdH1efNIX+W+jet=0GYJUzGjzOVB-&*S(^$K`)sU1=xPKB_HSw(LBsd|GqM
z7LsE8c|%EozX{w<c^v;I>2OBJ;i9#%gVPPWTU*p_IM`TNJ6PN{<Z!%YXMfw;>Zp*U
zkf;EMse^-!y_B%9<^O(xkhPtOFsJ&~ZoJ8M8|5qZTei^LApVfNkW0V4g=EW?v!~^?
zoa27SyEyCJ>fV&gH!d=IJ#F4&p|<#B>M-L~u`}d!%MAyTbNpUhVx%RJ=X=2sSgxf-
z>%+f774e*-puk6{;C8ITxtMzzJgY{ctB&p-UnIrUG+%!*8g|Pz&lckylOBr>kDilR
zT<;B3r6nWTPW<@ae&CkO%fU(f&{-U`4S$TEC`aWX9^!9ACLh<Rox+ddH%|Z92l%Ne
zP@ot8?-zX!TG10f?YqwQ9wdI!_J@_6RmP9%iT~q`=nSnYmyL}?_lC%>m{v{p6k99t
zgsXkd#BYcbzwv16zMzM7Y<C|$d-lx#S-^vubW-9SKX~qB5qlgJRsU4*Dvv8aJ$(Wd
z@wR)mF;bC-NdKX1k)GS3rl!UqvmaLxLVTIwnlZUe7bXFnw_9nXkF;J4eH`_dxDt_I
z>Azh!%jet9J&A}=o7chzAOH8kT;?5_H-<k1_1d?{Fv#r2`vln$t1)|fxK)Y$);llq
zk<n50f4?9Y_5*L!{3-rKB#TvvXL^FWYjXMlP7%vctdJq8^UoyTnbma$nVonOVtH>Q
z^AanFRaHIM`2T+m@kak&Z-!>R=63%J19qjR*4A}~d7nEweZQJL&&kQ@-^|iJtevqt
zr!%mBx^8-L?)%;83l}d|i&rhHVQuY7SxfbT^>ga3AE9Mq6WX}Du{k_6bY#yChV>5a
zgK1>M%EfteP!<#yU%Yhb%(-*af`WntMMZz_78VqI?&}Lu<yk!~-!`#eTBv)Wrmej_
zuV?bKqT+$@1}u<sh5jewqd`GI3RJfY4A^B8LS|-c!otER%EQ9L&#I^xet5Ju_4)Ip
z^M`m=G*y&U4{6GY`)hDB1^RsasKU?BPf;$wM9s&?mztV7&k#K4b5Kags^-AZtaDf1
z&25ne?vnfwW?gmLy-sRqgdEBq3$z^QfB29BSCwzvbby!F<n3W0p<U6cVr`AwoFYH4
zyA5@@C`qx6SWh@UN>K{2oBw$sATaQ@r6sqNR7`JgFA3=p^9}(AscXukM|Evk8kX+d
zxwBsLro22ZAb=_+HrD^qBct!-E{se}uT5JIP*GDiG&F<?$oStTjz@byS{hG4K)`9v
z6Rz`zu3fwK>6uLI`}e2tvMVJvoXgA0H8nMlR@Y7mS~0&jE7ZJl<?PwB{?3*vDk|p>
zF$(CFoG+L4@$nh?@q;t++^jMEMP?j~v|~GW?)=@IujF?8*s*zr*Lc6tmIQXua~7$p
zsU<rfc1}Fc%*^bsK6&=+cB%N_Li5hoR((<(Syz?h<vkBN(qE(^-h>hNV7(@@vhrDN
zAakJjV8r3e^lWUht?jH~4LnxfgR{;Ob|ZeyL5q_;;wOI_w>%T{kFQBpq!;%;8`L>*
zYjb10eD(uN`SNJ&moHz=>*&<Kxig_t<-VTEoIe*$HRLF3RUC`;e0_J(Y8R`-$y>L$
zT`Qj9yV%XvGUprCQq8-rpVqi&7<c}q)<wf0ZQ^~EtgVGNHx{d0hJ(b3+sPjha5$$t
zEF=3(K%j7Cl%JoU|FfYN(E&pgCR^=Qc^HiI_sY}Sl<G;a?)vR`LN<XWNYPt6<4nfa
zWG$7witX|B^~&@N47_(nvgY}oL@^!{7oYoPo`Y{~o$EBMZ)a~``s-B&@j>UF3WVxi
zXHY%aH8ecjI_|J;WhNAPPSv=$XR_W%^uU1wlr%I-8DG^0GP%8iI4HX&9l!PTkSMFD
z#0>1+8HD@Hph$f6wJ|xD9}$<AW~ynfRJa~bSnVBK>YH}2d$ji`kE<*F=DV>u|My}#
z4_+#!yfZyUYSLF<QBe`qWNc<`zMYzy3;Qi9YR?z51!s+G2gu0SbnqemAt4C`LMpgn
zA9fe_G@Y0(uWl5s`gGO0q82+~*<*8hbM{Z8u*R?Sw;D&;LbhGkp-WeJ9)|ZZG&DSY
z;rFj!$<LpYd%rvB;Bf51g$rR5b^#1a0?yKGct_a^O0Tz`TemGW8f?6m+nA-ng_aCH
zWFbmfeM?Ki&+)T6!b7uj4lz<)_$kds)7RJM;ON-)`Sbl&(}O%b6e+ETO5@Tw!d<ci
z?_&)(Q_|CYtJZ!9TlBrz9o|rLr}J7Ji*@<CfZd1FY9bX5IKR+B4W~zYcsuUU_Vw$T
zix(Ld78Ytge4uA$R?^YwBDTXmP8rd&Wbs@|!8VP8#gD_n-e=@ge(ZDVSF^W2+9I>a
zdiZkolLwO*gB4SfUcU}=nH#0szdxvbeB{f^i&|P*eyvf}KSpD%M}KAH?CLX8s7ctE
z=RLs1<-2z8+O_?n(L175KX{Q-f3Vcwa`*3Vx)zz;IhI?n6kcA9KZYVM>)+^peJk^7
z@vbcG#v}#bt||{X@$b$ljK{^*y5HP6JUBRr@?{(Q)$Gi3%{;5VH}0zxRxw|{e$CX$
z^Xll(Zfk3cI&RKnKh|7({m6L(gO-MHUXf_k^$%+WukFXw9Vfr-ev-$!Ya0&2t5>h6
zr<j*|+{VutP<?darD_o56Tv2Nb^hCJ;xZa-a%5jnuWjA_UWaxy!}++HdE@n!1)VJI
zU{=ZZuWvPOS^Ak0qO7Vq@;OOCB3}L2zMWgjoThnXWa6WbnvkMr9tuv;&N!>C&Lbj1
zm*1^=_wEVQXw(`scaGrM+g!QEdv|>I*t{nyDvGb%LB4n~<16lI@>et4QayRe#nT*D
ztmspc3kxII*MBM*85!l8cM9pdj&nE1Nmj=@eV5GgX_{Ufwvjjz+Z3hB^Xu2I7nzwO
zpQ4Y(N!<wu3!^8#XC1r8r^<V)UHK+7>~1q8WsZ}Eo!QrZcjaxpUvYQwHQrEmX<+N$
z-`&+p?DuNkd2i$6=T9yvi3;b{(A3pcIdg`*u&~gOru1anyb-6kcw}noLA;pDst0dK
zoUQtgABToR<fe-6VQq#sZ;9?jL0HO(omyY)H~H}~LO{PfihXmb4z0;<W&XCAnc2^Y
ziJNnyO=w1_3)La+^C=n*H##~y?Y~~SOt*WtkA6;iV&cg)7P8TqzdhDRt-niSWgDLg
z4r6z%f9NW<X3w~sqnPnE?CH}FSOotjV+N0DyV9jW8V?i$D%{uS=OX`>v3V{=K6@6d
zo<2O6uqlnI&sFi|tw&!j0a^f^@bP~>E6@xsxRy?2m-z(;^Bg}O!EE4W`!;WLrL$`3
zw}~9}+u7l|D^>0?*m9>&pC-y{D3_Ar@$`lOqtdgF{9<DExi2>w{AoKUJR9BO_Hgn0
zT@5$Ggk4K+vKC@2VzE0jz6LZISC2ac<h%{f)Xh>%X{BXidZ_aJ)Jv^oEq+uR1vG!T
z!x1VYcBLiFrup3xwnJp(<m5Q(Wb$uuXXln@Tr1Y~t%_O7`hq(rcDGF0l>#$HsQ4(R
z&>2X@@A7_k|K0VIIh`Tq3*ieBo%yKqQ<bY$1DQU5Q`pxj6I$w~`pT{pTkYTF>#g9s
zYql`wURHnJ{{8!p9XodZ@@3y9<KetIwqaq9Woo<9xXs1Q4R!+1375~1@`U@ZPL+ko
zt&eL+&%E85nw~z_S+x<d*zb{mKA^+eGB(%R+pDUfL8G4&*%T|z72ZJ9+}4SOCr_X5
z`f2RmdCh6|%SDY)V8@EZ?~Ru(Ups@{gm&`lmzkL5x0)7@4SRj(L2@Z6sgmK~6U3j>
zB&GP@LxO@otUXp)(8J3&RwgXI75HN}hQ-G>p&XPfbX-M!puTKy@A!1(st^sn+>4yW
zZR~C*&CK}O-Iq957pKQMu3G;<Rn5GT|B$$B6rw*(*6!iwge#tW`Jy%OTcMjM-hU^1
zNQhdi0~A1%H7Xx3fFQn0A|^VN^z_vOOS8l87dj1uUwk#gtE_0%pGix$UfjpP7NYd?
z_ix5m85usqbs^N-cCpd|yvf{H{X6+S*1D4K_xFmc5^hVmHrVh<X=#e4w{O$EdGm%W
zwuxuSt@1)b=cFSw@Hca>)#8ib#npAM>Oopm9kTF-gI~UW-EPtxM;FW{!~eUl>@pgo
zZ|=QS$3g6LI@y(<TuCJ*Ixk+lpjG7wA8?RTx})w}&4~r4+U0xmb3f6ynde<A24<bf
z0&5Q(icm?asJPZuWEq=l+_X;~co=7&l;cZhC$$#`C5jc(mK%#xeW#R^d}qq~*VVT?
z@K~QP7%Fr@{quS7fNWOU-{1c|KAMkJ((bgxy_JIV`uaj38I+gxU7nX{SXyS;4ApFZ
zXP8H+o_-PSin($&$eL0{MrP~i{;2ByjlbfyS1(_VO#Eu*gBx~<mQ0?we?Hc3!z}B;
zt0<pjrFud@4oQ`j`oLPJ?CtHV?g^ES&<{SlJ4Ht(Pn%t};W~)kI=#4xW2%mVte`*l
z?VBzME%4#0Wz~3E?1M*-9=RvH>+RLMvGD8bP>X)f<<Aof?+rFrF5C8OtgrekEjiDY
z0N@U4c&xNP9;1nyut()etXfTNsWCeFy7!=v@|7!l<(3;XoX6swN`5@ODq%mm<I0sQ
z3^G}CfM7o-CwCt<0Yu2uK78ZGjXgn%@2jhUl27Gy-aNABv+1#LvE++5E*;;_m-Ja>
zYG;_b#55WInwZGzwgCEmq{tN-8j5;jcx+!?`Lja6K$HiZh57k;zx`FXBWSX{UhU&X
zEze{=MTvOh@7?P@)YQ<jumqxNq_^YO<xNb|yB4I+kG?D}W=3Ccdwwoj&O;U_xuCEx
zG$A3RdhjGI8Q7gzY!GlqUew>wrr70<;>y~*n{_2?e;SvEn5*i`UFKGrZY=-#F|@gL
zr$yt(kN5MZ${2XnXFeXz@mr<b%qucCH-Gu^B`{KGczC<DYGfmKb_9NAms>pC-%9r1
zTkN}VZF;VUhWp^bBPPwPvtuXSZw!2UcO`NJjhm0H*k#VRa$_N9F0yLP2gK24vamD2
zJgJ==?VaLzUS8-nHs||QctNl0L>3^cYBbdWl&0opb*U34#;2w}m=z|sn%2a+ppfIL
z+r^aSv$PrZ?^knhaHyIj38kTQyLpofr8P*A>uG&JP!PAYwA<++S&#$Gix;~q?uujY
zWnL>|x<4{v1SB9~GeGp@sWI94)%7jwQc{3F09Z8(0$?B4)zs44leGA8D-X!ZvOU-I
zuNzKEPWD2Dn0J*i&X4Zu($V7IZLrc7sjRM^hW|n%xAs`@YSGNnaL8Qzw3~^}bdy=(
zzsdqkX#aK^G)odC9CZYsd)JFEww0?#b>gOFpEMYGTT$!XybmDbjXtZjw)}1z`^aH~
zWh(2cb+PI4xm~DZTRc{K`YHTov<Q6f?r`T$-mONajYW^mNWia{i|OiWE4**)Ycn%4
zsAHQHjf@WF<>fIlGOC($vTR3L#kV!Qd9&7%<lO`o(n$1zu5Q4oBn~k#ZN{>}%-T$Y
zs%J8H|9)<7ufFEg$8BYhZ@iQEU|$;c(X0I{PfKKI8SUNo3Zc2QkFy@B1iTazdkPdG
zvZz8!_VMG#`sQZEoX(5-`s$}olbIF9VBh$WRv0zV3stSzRW4Rc+oFcftoCnKCY0P;
zo2^Se)7{>#aORAUj-*Lz@)@El?7dN9GkD5PmVI(^GE=|8_4B<yb90goKhIZLj!}Gj
z5Ce9JV^a!=VAZmvp@EZ^*LT`ub5+k{eW845C=i@iRSsuILuP@Iz_?e6EcT+>n+(49
z!BLf;U0nw>HWZBp)t=@x1_A_obX^e)_Vu$T7v|;NR@JWoLh5|)+_`fXfV2)C9B?ed
zKX^ZF)J2y^wJM%<mQMabk?T0AJ5@5gtJkV{51*uNB|d6yzFi~#`a9A;fBrZR`SYSA
zkaGYqptPV1;G6>=5F!bU$C3gLUR}&_b98R>fx9OgihbE!l~pB|8Z_KbSy*HqN(9Oe
zA-=j(ukAKesm|KOCq!2zK7V9n#HM<uxDB}1A8fLGtQOj1SD`sG5YuqL;p~Ct6Vpb3
zRcpW~qbOsnM9Ej03}f9%pq8%O8{RrJZG$#8Xuh^h$2%WKL=Xrc#l~$m(15jAGH6>^
z$-R$Qsq&fk)NAwUa@>HcodzEFK8Yut$8y{@H)kMMd#MHTQXeO2@8|CyS|gxb|KpE)
z=_Qhk)RdI1#XUi_hIA<>TP$@;-Pc`#q+MKGu$F$qS=Y**R#wW2+~PPnP%_6*D8ttB
z*rV~PRVjI7W38Ha-vd3NF>`~}eX(Me$z^3M66WOJCLMu&b9Dr?E?q*QU0TTTXrghS
z*@}{h7Yz|oNR=)7z4;53t9{ep<qe<>&T~!TwYw;=9yh1ISFDZj$`NHBBnr5<bn4AS
z&9H&n>>2lsxr8}y_O<(?qsBND#B!r$ac?1T<YLvP3~}7B=yEJ#76X;5Q^SM4>}<>I
zri^P72Ae}^u~zgR+J_i%1Z{CA+B!NEEi42KmfkZjb+@>S3C-;lPBng>U`XKW;;MDa
zZ{NQC`|8Y9OSNZrD-YU8m|9uk1h)3|3CafX^6;SY^M2LyZPc>R{^cO`GAoPw@L_5k
zw7Oxs_T3|PkV{k;--NEI;gq3uC7(M_OQs$tA@An4mN-!cYO}QN{yIN@HHeP#^z5=5
zBQtY&e0&h<q;Y<0SC?O(6|aE6qwai@#aIK5>Fo6MF|X&jJYH|!NWFgj`jC(i+r{Oq
zlQ!xXFJ7$j4IZ??`rQ<Zt)2I@ms~t5a^>2FCjDai<LqpqjWLf6U+|Dz+hIkObLUD&
zW6XJcbU;&aCcDAHrmHq(ad08}*o;4qB;*X72ERv-;u!7Mk0qZ!gig3;2L;M2{sG?@
z-SXbOdlK=@H+Z9Y4<7v7+KMK|i)s%kXwAK<gh%J<)pNv`S{G!Z<_X{KTP+V2%dspT
zhsxFpnETlA<E@a(G+&|+Y5!)`zi`2`dXRGC%y!Ph+L_mD19qp#R+g2;@;-AmJpKMJ
zq{16V_N<)oQ$KUCcqE;&s=o!iLy3UHkS;&?Gw{mhF}64l%q^Rmo2R^d>0eYNhVQDZ
zruIBH*QQN&w@Tcd8?U~aeK9-k#Q^|iQ`QGk2hGZ?a9@PVaiepwKYyB*>kEUzVM!dM
z_IG!8C!d*cEL)wlKC%Zi2pr!ByA5OoD%Y>e#SReBa0$@#ygMhjafhBfVZ>IvefxG&
zLBSKKxM$gyV`E}eAj-Urdc#fTrKtFRs5TI?8p$c<SxGi!s|Jnj#K}chNJ~laPJiYa
z02RjUeOAKBjZ0wSsQGAB=zFU^z8d0bZ?4)&(6G2y88AvEwD4+MUEq&k*oe;WnFQ8{
z{-}KJ92Y;o+553$yQ8VB&NkS^j&@myO;s%FyKk=c+Y<$2vCm1v)W<!i^BmqC3fug`
zLTF6PM^N3=*iXk!2}Lq6F)8Zk?2%2-5a6OP$$Ff0K&WnOyt<N=l@N4^V`5@$-Q8!6
zjnnp=JRoxKagF7^IouUnLPL1`7(!TsUmwG}8YpbI@d^rCA&Y(bq>AsK{%GNVh!mDu
zH;XAqvAxCerRGaYYHAi+T9qS@8;lH@XCUCIC&;P+;iKoZZS6RAioW<ZHa>G!p)b38
z)U^9z+16LQkG6Sn5Zmm|ox(kZg>K7s4JxaQP&{iEO79;x$?smt>Iqsj0s9Jzjy|iU
z#YkM@{JgSu@4vVE0GdpIKfjQWF~DwU&cUm!Wb%oHg_j<w11lM#&4hP|3yW07nKza8
zS?LKe1N1uF3NEhS8>C1@MP+JXF)}~i4&juJfq_frzMAbp+gKjxRPKMm6K2-tS~Q{x
zM;BLbTUeyNeoc@4iHg-wU%%(P;n`E9&ARrU$0b7QxQgb{k{<Z@1Wmk&!`451_}mV=
zU*qGPTwDsThtiI;T{GEtUQ_cu0M@PKloZ|?-8t6^0D6ePK6p7gCScWe>V1!+bjkFd
z@<&jCVmAJGZ<y!zwAa}^7&45=o*l`%BSS+)61NoAd^t&9%=d_cQhKr1-jHzwMD0X&
zM@-9DN>R~MbmIbDL86WF@tw6BQ+^b1^3Ll0ddYZo0j9vNJ%9B=%}q@c^Yf3U&gJO{
zl!GlM_lO=ndNg$`oKlqGvx1eTUAvn2_WQZF8lSrN7<jDTA)#GaSs{C_*_}g@$Ps5L
zMM(*9VZF%2$cPeq&!B#^r@ftv=v0i*p?#oFJp3)~J-E2)v$Enk2zFCE1K32Fm6hey
zKh54Lse0+dw@ilvQS~350Q5swU?5mjS)ULXIKe1Bj~^pFVkMj<rg}(Nn7y?Zr|ki3
z19`B0rephp2mqV(;>Ay|I)bnrI&_Fui$CIVbTl7<HHN0&l$F&E3o-?s*U~!n(_C8i
zs%Cy0-$TWeL4q;I_OJ0k%3F6gIkHEm+*t%d)*uwT*CqD=;;{qrOj_6ozh%IpI}z9H
zzMkRLFj(zNG$_!d^wiV`B_$<~<Hp=T^a0hhwI8;OammRg;6OKMhVKdc`_~Z+Psj71
zjLiNDeYuehoUej{0-R$M*VME$bd*`w3NR<Yp}OGx)mBb_#`<|4C+uH2p7&ZsT>N{h
zBEDW#avO6p1VPBkuhFZ&yNvB08XAH~#A;(883`JdT{1*PP%JjL8F?t=OTZB7nws=1
z;#RElQIcRmGabt2y(XdA?<Fm|ay?(Y;xDr3eh;~zk)+B1m?@{?Z_JWC*pqsCIB^Kq
zYb<g7*u4uAGb}sE<Ok5gcM=l9G8*Rx0vTD#Bxhs<wzX-ZJ(QM~8W|hAzv}#gez51q
zn1j^ny4-n#3riYx#`3f^n~MtzBs1vD2O=9o8-G9qHWH0qve(gx>asjBLuC=`_awNL
zUinFLeLW<Qc64dz3-+U*_8zNhMUlC9k&8;#$w~aurArX}S+cYPA(gz;3Lp(l$TDs%
zpACEq!vUOxF0l5LtLqB+CR2#a-#sYL|89Sg#;@yDcP6yaLJ8#Ng%U0-9P;|LsQX-O
z{|-JY&s{s|w}xhal!REr<}yN8`6nXB2J|s3Cg$7p;zVbT37`f<udpXiY6uOc&}=u<
zC6OusnVNOS>F-T{el&XTTlo$+9wh#~9wKEoP#%7V`db(Cdmy-9U-*D42q_bP8T;42
z6J5zh0>E>US7$6Bs__RYZKrqh?nFO7%DgXMmWOUZK63eU5Mb;OV*ts}*xYiBJsB0<
zwq{;RQvQfn{iV(Ke0+UDSb3Thl&)T7v9+}|<Q#eQXou_FyR~t3@BWJK3xfDa3c1&-
z))2ZuJpLON{E!`kytA`JzDY}3TG~S_fHBlZqrwD&$^@~9+kxS|hLEqRsadlAx2JTn
zsOKT;=D<5|>=zP=vW+OH$M1cpUH&xiD$F{j$%K`}*Zn{I!MB7q=w5ZT)Q%gJ0{p~g
zeW4Sd#nzF1?c9wUobmDThFOKE1a=cy#T1t6w{G2X`<tJ@jiZ8{O#Md8%cp-j{naaM
zUMgre0KnA+pDr?xk(BkR!wrBI3E>t00977ZnR+@yE!XGPRXq`wmyglKA?Tb1$ns;O
zf3T@lB-ek+K`I`g4*>3T#*qUDyx?8T9;fpfTU-UiPd@*yo5c~_M=aLz^Gyq}p8LNR
z=;-L8nnvAwc-nSmYiBexH9ZFiIBL=i+<n}%EDj1GbPP!`>+hdXS<hX#K<D(`h1aa`
zje&KcJt0be_dpwh+oU7#l(TGaoP@36+qF@&g%xp$AoNdKw!6PYgesQ|-IuD_|Mq0J
zkC*&R4m@q!Q|2V>)OUv&Cd2N-+PPRR^r@sIPSc%oPQSa}U9SAIo8T{Ou0NA(OV1V-
z7u!RnL4R$G6lU+(SFOdtVMIblO&N_%ec%9TN~<!?JZvzK7*&4eM3_2fzM3A}^(KUa
z5)i=u)HMSG;qPmt)509ifMuNP0^~7|p9v43xumyC{uE&gF}WWo_*u?MlrHxbI>zzi
z#}9IIL-*^_a9DSj3uG1^4OL<zxsLux2-8`R_W7*5>2h87@2X2oeij+oIX!(S%VQI^
z8U^R)vEPLB)7eT&5LSpr5$)+3khpaUOzCWjhG%e=z+QejNIez0CY2@$+@IsIZtjjf
zG3zV0mSjMC?nQ3TB=I@H!MlJ@0nB2K31znqEUu2jhpDKzcmMGjMa8hVxKHqIc;g=j
zJ-vU6k&aGYS9hPyUwflM-P*<et}fz0LVqgX1-!vkbdbBb=y$8>F@mPpNUUTj@N#n#
zCEtB@Y;0_f5Hjm$A!dU-O%!M4<j}zCadKKrq=_~w)YY|TAsv6U<6TOK>_^ZSii4+f
zaA67XsVsVmf-Yrf`-|5CbQAc1i_+_7C95E6X^&M|P+yr-J`NUK%DQ=d+3oVQFS4_V
zy@4KY-@qNIdWAW)XOf9)9#sO;85kH&?kRbB65OKpQ}qu6Re89irQ>F1W=Oo4b7wv_
zHcG<%#N`;K+sCVmr_E7Vm5g1zhMT8Mw{xU;r_*Kw&Ifvs!P>^BnB&xix=kM=4)X~M
zPZwLGuI}BtS0R|dRF2qSPF1VdY<pIxt6G2!VLn{^dqVPp@{kxAz`_qGr32&X32+1e
z(a{QKKOJqE2~Su%-CGH<0Cw6kbmUr@#onX8=86gmW*{xGmFhJ^T3^Y!@_;nstBS3y
zh)`r8P=mkK<ChO$muF?|3~xAn`7$%E4K?aDoXeNyiyU!>ojnuzVw)Z|7!f836cYc=
zBO)TUTH=@fdFSalIU0IgOk^a`LLHlB*(>xzY7NJWr;PG+9`4}a%W$B1Bh%&9<^qvN
zQc@By+0T=Q&`_`B8UD*Q5Xuj9+#@Y=o6`7G?%a!StpIH70d`5Ul(4zX?hbJN2Rh~-
zA7M977yuzvo9ol%D1@+icI5sV$XvZFk;9#SDk-XsE%G|2e-Alf>^U!dy}WAKZhB1M
zYSAOYh5?tdy$fWGQhyT-G)3R~FdyF_!S`V<+?wdf;=HHHKqmia<zsz4hn$?p#}aXz
zc#!Duh6fEs?~U{6SXj>C5K}V?vF3lBy?r{T^Qir(DoS;C%Zdy{FceqNDrvSBKPncG
zvGZ522CApSerW&xJ-C0GnLQEqXDv^m=XzsfBMK8VPCzLfq^<nkr_Y>8`ueJLHrP{q
z^?XwMZK0(B-pED(*F^LPlwEvC!$eM1GuEbBfkx)Ewl<T7?D9eJUK?*`Rde&h@X3c-
zpr#V5LU5VUT4sZTf`UPEYlAcvy(M&!jc0IJ?$14wx?}dXsJy(KuTTDjj&ghn?{)%J
zLAxKVliLt+>c8itoE3DxaMVExw*BCf+>SMOIZI1RG}!=+Tv$5T889)$UtYUBCi+#%
zc6Hqyl?)0g2&<pVB~Q^S2}Yc82{rLgpYnWn#&rT`um7ofs4^rQiCVFXT~<|3uQ!*i
zo^*USZ0s!U6R&(rAgV#s^DVSS4*?O!TkY`Mh!axvQSS{aQ6t@$-rNX@wR+=Eh&R1<
zje?vfTC@r}fNfx^VnZcDUHs?&h5r2clW*KA&TNQcvm%t-HQq&<4Q{S%g7vA`;9v;d
z1l?o}mN&md!2)p)oDe4!pQifD{OG<kuM)MX6FuqoPYw<f6%l^CsL`0MR6ODmJ7Sx}
z#ydNpsezapPK3grV-nUExTEsyI@Dk)A5x!Fo-m6955zWg<m??c(wp91&<Sb?=!kDA
z6)$8&;{?mByj&W&4ro?}^lxgGuusW2DM@K$mpBMJXu4vN4V0U*yA)!S1geOLhzJZ?
zt2W&okedM`_wCyUzQ)DH<sB&W#xFNF*Z)~e4F`}BXtEcF-+EV^`dDhwC_0d91zTjJ
z54_uquMab+OB7Q$fvP|>V8up>-29Nvuj!N=T4PB%v+UOEzB&n?()-@(-<|co+nKyL
zU_Pi{y0jY*FZzi_2)G{DrkdJLKqB;;Jcsc%z6r;*V|LkJN9UHYo^WdMiBRlcXuUeS
zP`u+{&0$6=WEAvsn6tE5=mU?QZ#{T^lJ~@kyKTbcs?4bw(#_EC2{;TL2FmgMsJo07
z(6^LA*lK^+<-tLLUU16pS?drq1dzD2Gz#opMMXl3VtK8d05X+y9##j8z3SmvxHGkP
zvS+QNSI$CohGT#L4(FYV6#JGszI?F(O0~1IOWoB!4A*|x55{+ld3F+t7}8mXjBaJ2
zs7pBh-h*9@5@De!!{=I|5APH$fCowf{AJ)w{!;U_y`EDP1fFo3oTVJyv)$9J{C=$H
z`J>0Wo~G#unP8z{C|$s^Sy^QtwBa=V)4Px+iT)z&Hb_kf%&6D$fmy-3(Oh1=N=BRp
zUjEJ#4ldFN2@#}HUq4to1Nz8gu$8kvvco84#~eHVF1r~zP2w(}z1cwC`$XkAJxXxP
zm_m9x`FcKIcticCPmERDP*K}l?I>|GS#2a(-KOjls-cy`C);^t$x#3d4e^?vzkV5h
zeRYYGuBDZOk`x;l$uQ3FhA44sHh`kA7x$>Pli9=V&wH+Ma)hUPO#Y=7;xWN6RpAqK
zPIwDdibliz*@69cnp&N{<THo=RX>~yH`M1kBhlHO{tdB%<_6H5s(op=A{(zjnMrLp
zaogHDy`X>*H&0)m4S+v<=<GE^LmUdoSGH<Gk8}6GdQlt75!nc;Y)H*nq0jD6T#0td
z$w^Y&Be-1;7bW<hL=V8MR@hK1w!74xmsjK22t)$`-GW1=218R*Rzx{Db&3>QBbL$p
zGF%Dh-)%iT=Nui27)b?14gowp*OWXt@{r+L_vg<iO-xMcM;)zP70?9Wd&=9-ZPVld
znI_bt<m6Mj-qa*vB|el$pA>fLpHouWMu>5WDWL?j^Vr--+^z>fg;zZe%^_j$QDfDm
zi#h0<nVFBEa)H7SurXEm_p!0HKf2@N<3ATxI2YMpl|RM3JM4#2fHW8gCZ*SX#grS^
zG|6|`@tySDg?6nD+#5XQshysbIsb_~V<kZY-H*_(T|jlv9sm>q``4$O2!aKC4FN(%
z=9-@O(P&k-(W41_kEp{>s;7RTp>)uen#8>-fhd*GauCAc&d$4iEGCgskHaGiyn_4O
z(;ZiC-7Cjdc@i1f-qocHJQk^E=g-)-$%jT4`{9Ekq++O}@Vmfl-$9(F5M;bws0+J_
zjywym068TBQfV|~9i}PC$q*(_XK4@Hm9CWLpEz;CwkzIkxHDh*+1{0wE9VNm$2@e-
zz)HemRIfDuouALO`=Qd2W6%O4M?p`IHC-bC5rcsD6r0z)Gcq!u7jBohYCqTeBhY`t
zUE>liN7RdBW_{Wt0V$bWk4^WyKBfD4RB;@Xta9#gSaj_y-Q!8i=3^bNRF##l_r1CE
zz}Hu!%k2Y8Rlo3?sOEd*MdaT?p^~EXU#;BYHs7jL|HBRy8}S%m7idcgty`}ZZ_PP5
z{-WXZ|IjtQ;{WK{`0w8b`S@;sUJp`CG4(;0xSpp2&x2Vo8TupM1N9z7w(-ZQENz-!
z9qP|sa_3)Pd)2>fWnd@o=Ml&kTxh>wqjVAz0gnO#e(_q6kY0G=xy=jR4w{m}9FOc7
z)okm=V*`ZL@%6F+;iW6c+6HM4pwFNjBEJ{{%&Pk04)8Jr%Xfn|sw=t?DQ9TOTF-R!
z^aNH9{^T{bTI`lJAQ6$e{DiRF3RCRQd@|0r1+PWu3w%EL=kmIHo_0$6cxrxreu55_
z7xoV;hbu51kqto%F5BvMRewm6@x+)AwF7B!w}m&`&HQc(t%eXkzqb}*TTODD(3W9Q
z1DD?@?m=d(rnc7Ks>NSmKeIATu5Q+z9S^CgdWrnghai^Hzu(NeL7eb<qP48GY_7E=
zt~R1fcwR?#5EThKzuKEdwjQ`w;g5UTiLes#P%Kj@EI%TvX8bA2_T4=tejBzBU!)44
zOCeyk@F43}ym{91^mL6k2WMLkP?9>9UHh%RpY~WtodS3>?ga!=*q3s2EVr|t)(sCL
z#!^#PN3*K9|AnbX<(;245-)Oc#%lZ-wg7egZ?o8aXs5FPnUrzDCL7?X`q+T^4M6p`
zCI~(G_r0mm&*?G*3Gsnmly^_n(NPSZXrZo5qU4w}3Mh_=;lbzcuI~{&{|bj|?AhI5
z?CbDpx3Lp(viD*LPYuSj)tm7&`4Du_AKfMi++t!(KBwLhu?S=cB^-Xz1~Lg!{kR(Y
zRCT?q?ciWm@%Nz<{mZ+oE0=kwnFRK9h*a;E@U4D_e9<HAj9arqwG2EwKm%aqw{K*1
zPdWlWo~An*+l2DnN{?E9Kv<Y2rBz}u^qFVCUo>U!QDrKxlLiI}OZv^b%b{XGnmp4Q
z=;s$T^EM@k(ofsSDAjau+(8O31?e56pRO18_!jJ_+ZwI<5V={wk|a%XAV4HDd+$zH
zpmcX+UQvJ)1z@sYvln{|bi8)bkr0FkHwaEcwYB>k%f_F`ss}4sYDh;@lOnn?uriS|
z_B>L5pDpv02E9ba*N+H6VUOHE?wBErmxq!R8YPOi`W17_+^IfK7LWg%ESEeEdU*fD
zOz%SH{Q>d^W$?EVR6(?7^|;Ia$$k+Vy|=%pU?n^(P`<<;VLH3Bs7muCV}?&$Aih7f
z2+NL#+e6;&q>RI9C!bndjEjm=c64;CI$pH4=C(mN?n6t!?Z1CpfV`pQ?}E@r-LM)p
zrJ8l(%fVC>cOsZ+u>R}vKXdQv9)<0CNb};FIIuIkyu7x%49RxtUVY=h2eD^Z*0&W2
zUEoj%jtdjt;}a6(p1*Mlc?fUxd|c1;Vj!sp@+!bPcrl=K*yG1Xl8^VERQo`9dZzre
zM~;5c%|{^FFmL{<Q@)OXp@|hLm3lhMKnG-#<V12QT2%_th)Yl;rQ+4&A{&1gHiU6Q
zjh?^jjKs<wM}ALi6x<|M8CM6DyUINDXL~<@CyQUcc4v40N=NZSy+dq5W7K-s&BQgp
zm|R<1vt=%_&qAcRfbS-;t1f&(Pyh#=V1Y&rVH)>X_Lu6Z!<_?Mh8K>00QLeS!VZFm
zNEmRct<F><k}RM%_^qD{uHc{04~Cjbii(&bRL+>0y(;nGNN6-Y2AJ;+C++Cbi>yaQ
zMBsbu1K3666xVxQEEaodzs<%|Go=}!X7ZBHE~H+_rFw2saIOz*le^v&b6omQJr|K9
z9GV%dmfl>OBmNBKK~<+|YHC`;&7>G;;7x#>AL!*p8mG?d0Y&E!KmQPpUafKdwId$q
z4LQO$t&X3CtV_I);Z$#_^x90d{NAG+Hn2eH?k-Ldi-#0)(CW@^<NOPnnqE!DvGg4=
zeOBp7NhDx`wT7HLJP&JXPLDRnAJ!$OUk`0CLfc_rV^hbPf>NU|ff6ClfkYGZinHg=
zvAmAEic~5hTu+}eiNuJUIB~VWZ)<BR$qtIG;A~j;&%M2mfC})@>jEEMyf}m|Y-(xw
zJSj=OcdVB&94(_jYG=!4E<f32W19l0rpHWLi55E71wUUuk_)*&AF}^c=@=WdC{6$o
zXXt>X2vgMzlTM4=@0lFkCbvX_6@s8csKd?iCmN6<nj=ZiFXrs3f8b9g6EoBcumP>c
zck8xYWD6AEIy>v&)X<W7!a_@Y`fJ}V;6}m{jfs(ZS*7av;tk9K+&V;DiDR&|v~+g3
zXy1;Iy6WKlCx|2r?_}Y^vKtYi{q{`-aE8L$6V4u3tiO7C?9XwMt&P^?2UPm3io3Q;
zNA<^cb#+lc?Wa1OL%Oc_<Q+mbh*{c5#T!yJoF4vPUaooDm)A1v4R$Q#1pV(WvLxa?
z^2|l+tBc{Vnv9Kku%Rhk1wSU?YlAX_?GTwW06k8bep6_RK<R{&i?{|j6gf4M^6m>>
z#J_QJ;ws6|mlW>ZlVJ)Z2PEO3gr-6y^S{)_K6@tnqU&GWFt&t8g3W#hWh^vqG+{65
zr*Fw$MFC1(G%(OGHXcp?Rw1i*(3XXh*h>AY-xr-%CyN_Cex&+VA{MKrcays0fcLdP
zyF)NIYinzfb<)n!ml=QKNbPkJ;jj{>aO44!&jhBr+YA#ZkDHquNI2jOhuwuNZH)kx
zjWK$^7X>|&hL<+aE53bp*uwMp?Ra%x7<6~L$-PhJx1XHUe%Ud?%jMrgNp!nFgS7)8
zavKs*HmJXqU}t)7qk$yXE9`twr|^*QgFdS<glfT?u<ee%)U`$viHV7Mfn?GTyU^(9
zhPCB6?!%T|(7jBL?StfKReUuwEm=E*S8e#hlJ&v#>cO{Wg%2}dH(UpTD}>M4llY@Z
z5os!8yrE%r|M_{JICThCs-S~JinRn@_XpO!E<$MS_$u^!_cjm!)9>;j@@&`@U=QIC
z40{3eo0=LX7BsJ2Q@eBLxNg?d|CpE*xBcfdF3(iELS4l2K^AZ1>737ih8lBrRx+%?
z2)i3K9t$n-iB;esebE+A6@C&=>JF33Ii2AMcY(x0ehqi5Fc;<U?>SOB*L-3-4b9lg
z^k-Dxq5zwdlMld_Cd3`hf>WF}&=%sPUBXb|6W?5}gBO;bogIvA1-8w6&4CW3F#O{r
z_pAY_l{i8MEn|qF8s_QLnDK|pkC4s*wqwiWy{Xq(I(Xy6Vy}A@J2W?EXXnq^N~)?m
zV8A1wiChkE?VV?jutq!dU4HB?vhG(0CHvgV;>BU}yGx|kN*p2ZwHn^C>)Ye{r^f(l
zknGopIpQHti||8QW+q^4Gj7vaRn;e_Evc|!0ZMQiFN}~Diu0~aztDV%VHVsOkwMo2
zuOoUls1p%rup)hzxeyHp;;Y&2tGmwbI32d8k%-`x^}UI!#N?2n=r0{QGEXRdH^gGE
zRJtwalA}B#s&%t2IH=@)CJG9y2b}HK#!WHXnZ@vBtgTIu6Cq$vTpTM9zJ{h|+k<{u
zZbbwOYOWti?3_U8M@N7uFXP>5gcxd?x1%{Hw1^LhDDqo;uF{HZGN%4^=W*i?BAN$c
z2V2lvbksqCzL**mpD^^6K8RPo+kIJ&uD~|q)hk@RF%ouM`rGzoy}cs9B)c}F@I-|h
zndN6QX4}BBSS4)kgETybv;J@=OMQL)V?BZP2loq8|HZx`xDPs(@oJ5bPS_w864zq0
zHz+s$?)SHgf>ET*@ZV8PaQ{p6vJ)Rk#y{>2V;+F+%?X^K#O89)^kz{}k*2<W^Q%i4
zih@VD?p$!h5Zuzt4PaLh&fOZ#1agOmgDw~?a+3lh7tsX`pXg_P=eNAJ>=B!)+H?n`
zijIzEUh8#qa%yjDLni-JN-Mss3Y-rFk$tN@;SObGsi`_Y%#Wvri1A@~((mb$Q%P^F
ziia0h<wOqM6nO7A<+9)^gN00Q-&^3<kG265ln^h3g*99yq_>^zeK-IjJNzTkAg!cC
z!n7fZDew$q3Kl~o=(wIISYyhI7k&^UuI0Wz^#Yj}oW_S}$!OBu$T%^MA8&AhhT2{3
za#Xl-=>T>n>Hq|+D0nZ4GzYaaBJg53fFk>X9Gsj2Z>69{Ajbg_8Q=}nyHHn9%x*v5
z*yTfecR~(AhBi%fha$%hPC-G-PyO8|1KyXqc)cSMUU)-vKmn$Pr(4MUNq}Z3kxL{7
zH9``D08V{~(DxyvdA>y<QM=1mp{vwB-Daeo?%nj_;_9_?=K^Oi2|<N1A9<NEWjGM@
zj#IsS=w?cA^5Q?2svbk>>Z-g~hU^uuD}O?L827mc2tW4_nP7x)$l+!`dGdr3J<fZ|
z;L;^-%va3!XzS|oqh<KZb>jQL-z1I;xE0)C3O6e`e>6b(ly<7OB^Ae{vM>T6_gm7~
z$Y_UD^JH<q5G1ao^mL^eXX*9eWu*0l5Okmd9)FJ|eo)-+ez$APUV`;~Yl@N&CIN4-
zA7vs<KsHB2XpCiN*bhfGlp_$TP{IS&vu`>s&oYNp{GOl>@)@xqK1l*4prDB6UMVnb
zeGt(`rDG2Cj8q#jzSUqUdIqu_;NO$GQ>9A1Or|MEwerss!eso;xI2<Dgp)=@3mVYA
zk-5Pn0Q+B)l>B^#^uBj%tFqplTxLer7K}O*cO^FF77@W_En37rd13JR<I9WbC8!Ss
z$Gh-S3!A}0EH>%@?a%F{$WUgN|4}Kj?D+sD+k`kQu}OHJX<%2Q^kO0fiTkh&_69-8
z`<N$;!3fEB#9R}DT>gxlMVUJnDYUb}wR4%2nVGo`DI&Q2vkxMm8;lP^@Il0yXi?)T
zuH@9<s_o;92A;3>dq#FnfD8W%@!!nTxu1Wl7ZLxTPcI%~B$_u0U1zCWh*Mb-g0F6}
z{af-hUutb#$s)&1**c2w%gXU%$M*#h!n<|`MnRx((_=8Ae;VUY$(k=8uJ0EyI(_5Q
z-g2kj)AsHM{}9#^jG-%Kj)FE~dk&u8)_(oS45IgWx7&G8pM<usxi8%y22BXJ;`N=0
zjvMhuF*=mrtqRfTsPU(zFG{TEh8%YR81_PDhv>?MyN4SG_=hayx5wWTNlA<0GRDNl
zB1zZ%SdB};9~lwoh3Lw+Z)R=Z9B;iP7CSyU`5f_N%qlegpy!%uX6DJ#J_j1-oc|Ol
z9*HH~q<UyuN$35NnU%d9|9Pzo4Ck<JfD{4(J1`LGNDCX<(0NshQ%XvAtqLARdb=%d
z1mbVD609YCQzAc-)D&@Bgsav>W5unRHnlzL)c}it7zoq(dwFTUE#eDC$l`NJU3PVq
zf|8S#o}S)cxN+=&e~$+tEJLR!^2eAC;5l>?+7FS_M@CFcDC-p11pqj165yD`l#kC{
zS63wH6on!+u9#2iaZ>w5cUycIp2bLJFaokj4aci@w!Ggrb?2|MG+{adlinzWp8s}u
z*3WS4pI`sHs7Skj6jIG0M<U2gR}RR`NafS@ZmoBj=D0QXdFRCbzZ*7xlaNjrax4S)
zgr0&yQE|h=R-*X`|3jS<?{~AWn)Ian2r{P1)4t`fB*e(@hGWV0FSYnl6>poGa!5<B
zU7UROq-Ii1dVRh<N;NIfXZ@};8&Zm=tgNO=3jD1hCL(zPt&NtBPDH4Wj8yfG`DE`@
z-x$>u#EBs`qZSZZ#nhtb;0YPi37fgJhb9?mhfq-vNF<5dU5;uE=774&wXp*%0`4S{
zTR>Wqw3#Za)^Kkd7dk59K<id*Oo2bVER%4rP+=ofxD^>F+9;&iLZY_FL@W=pZ`R+6
zye9VZo6~^I))W;1_D2BW&<ubM3E8@Rh~&mG<)IJV{0ET?V#lP1)%o5~SO8!>@2+3R
znUjwi^a0l+CPx3wPClD8i-b>1_;p?!s(a1VXvy$)HO=h^AsQ}D`7^!_MUKSZ&yNEl
z{tgEKaV#ZX0f2z~02R2Pq2U3neexMGR>H7HV6_HQbBF~cVt5a#oowdUjt(5ZnvXJA
zDM0I+qS2T~K!OayM8l^~WX<2puj=ah1q7UWt~rQ-Uo*1<0s@)+V~SbYDO&tz4y$8M
zXEo+#E^&!t&GF@^RSHx1FPPR&guaN62w2w9?NOdOd$#wq(}-np--lmcGrUEOQKNtx
z;J65lXsE&Mz%a&xGl5JCs|Ow_mBsy^V)GZTfdy9xgf&K@H$<aruKWM~{rg54Wjd*+
z-v@{+U~f19kpA%>CEV8}FdqtEkl=#K$|cu*;xJ?p3^VMR%jjML3?M>}*f&$o*X7-^
z|1XTt@cnC5o@#8?uU`Q(6`pG%4<WCj@^Q<As!$|^y?-W5N8;rLc42*laxvE_m-oIE
ztJ(z}u7A1N>GQY)Vm(A@dMa!n`)W>wxOQhu-r=s$#GH6tTzpy2gnA)T<nwD|=rP`J
zq)+kLz)(a|!VBWSS(fM@2-M*YVuBWtDP%8k2QdYV3p)Cv?^-o#4J|vnhMSu-oQ_&B
zdC}+>Sy|6<2mncNYycegevx{Ep`(A%Cre8~kluCr>22rC{ey$q+BAXtxL%#6H_ftl
zzqGlfW98Y6kmF2>ciE8M!xU6KHp#JpZ{MAVgP_79=f<>!NGiWZew>I2%^>vjv{V0X
z5a1r+?}xa4AA7@FSM7bQdr2$sD$=e*G>RCs^`f7_BpOEV4nV3NnXmu|2j{qW{=CgQ
zujY4567sYdz9A-#1+Kg{I(0x)ZaeZVpoI9Fw^x|e+}$^x1PbgBgLsU2(9x?>th;ot
zUPaFM$4Emse5x?i9V4TW)Hmv5mlr~UF}K-nw>CB%)WdpAx5+Qo8(Kp+Qn{6X3v+fZ
zT~km{sPfGqf+c{2|FVmi>q6qV3G-6E5yOt0SUAZ$zZfw$oA72dO;kQ=z^;#>o=BZ+
zL7QcIG7F~tuzHY)=yFy_0`wDuOBjWPuk$@O82-%f{;C9Ey$jTO9LgW8it}OJQBzPo
z68|s0`9GE(0uA`ui07of{tT=1gyZi43<4z_%RYc?*!?H45n3zun9@!-NNp?Z{imyU
zcoU<x=_U?Lml9K-YG>^KtE&&x3O)oC#J6{yjWTU}N3{;-Fku@*Eh3vNJ90&qfqCen
zdFkZ$irC`su7SV?WVgxz0#E>v;-Yz(i{`d9T{}Z*UQ1k?Ive;I+AosEI)s;0Dss0%
ze;*4AF*7qfi|io5Oue<E{<hzTU&PNJfNe&wcVzGZ)1V?Ec`A8hw^cJQ?G=zh|A2r4
z$B*BsNvO_aly{V1HEg?ch&>9?#4cvxJqg38wYC*5uh#_YyfvPez%eF5Jvf#diEDX%
zR^oLb>?XK#oK-KM!ZPXUY5Z1buCzwZlJ%C{OB)A03UR7bn=AOe|C~c&k|;i24d*j;
zmsvCwpbHEp`1rJfgUE^_ap}$UN|vcP>z8$Yx8f5MiH=_z`+_JET0rBKayor~-=$Ta
znVOiuF%Oc|)Zz&befCTp$q<Na7e$Yl9CPEZokZ?~qFHE&!kZWl(FjXI64D23k`NPq
z1q^Y~VI%)fise&+oQI|sE2iK6b0~vR)gc!mHla%OE?yl~L4@`>s5fpi1Vy`2y&Zp|
zlu7rK<6jUzesqL2;Cf-!cCFn&1)PGP691*oyC(l8mhf)9BhA9XB6s{9cesg&VH}3<
z22JEv_g1Y>T6+)anxh9Ix3D}n<~vW(gGB=%JR~5%YA@7nv+o%c>D#yYaH}%)O6}hJ
zpoie*5)BSfVLS-nG2%K%S{&Yf)em!yXn$bbhzbPOVtOlXX6hUASeP?gbKfM7y-%Ug
zMM|cZ!WP0ivh&ndrt$NI(n^rQsnCw*|Nf=8Ro>8?uHH)oyX<OrU(R)3Ul9rUVOL6w
zfTC9I98Z1)Qy3x$z%yAE?H?a9bqoa{uZFFZp`CSrpMO50)AtlD8JuEbxEH}VG;bp1
ziQ30~fyD%zlfqlRy!5I7lb%rLg8)Kh-Wm%r-My-+f7+YRf&}I`Mo0ne6MJ=zY}W}8
ziadO14Coo9?DOZ(M+T(Slw>biHNbzL1&5&!^cz7n;dD}3S$8MgO~{6bz{~HydxV*r
zn3Ns=`E$?3;+gAs_=Fl35!Z>YPQ+=mUaFCjPMq|NiS*3wVYoysdOk(uF+Z(o0s|FT
zzvj!&W`&0L&%Th2eCMb^;dKrdM9lHF3GnhJ?6YMc^CX6!dojq4@Ab%~{QikQLxIA(
zx|wzV4M}*mjNL?M;Ixjk$3r7ve!*(Z)Gai7e_$7m2yEF@nCehzUZcjGWr*jqeR{I#
z9MDLImqV%EPlq?#Gv2vmza`h5dvL0Y6n9kQEkuC_zhyD0%Ok7&XyF75ZDK~?&6^l_
z;Cxp*EF|2_dc&;CXDP5vwtiE2M3K|k2xJSOK>6~-Yskv~jpr$R7cxNsG|Z}nN2?x{
zTUb=|2kB*W=hBg|a|i)PJ`j8$z4|*J5m?N;=|H8&C|2bFk@O{yB=Hyw;8O4*9Tw1o
zw$4u8?7FWQlOCxLC5b0Lb>`#%VCJ~P!*ZTm9Ci%NOuHx}?*7$VG&*uXn+r1-a7v4c
zC~i20M{4+#EW646OZu<0Cs1(DmLw;WBHr>lyF4Wcg9QlVJ{7n^Z<hpR1?7*JQP#~$
zD=2X2?Yux5pAZ-r$am<_p2)@Z+hbr*w_s@#1HlCF!YRtfun5$IZGHWaq%U4nfE17T
zCXc9S82nh)UB1pK;(K<0a{|Mvr`z|ks{#*VMnP4UX5pLW$@3NZ*2-H|Nt-OZxsy>u
z;gjunK_e9(RVg+uiLomWAmJHI?%IF43DM)iwQEq?%}<R!r0o4U_9>d-Pr!GQP7~z9
zphcbL2@f(aW0f$^+7Aa7$xUcI!v5bRW@{KUY<et<i7|vNxk&VWcVD$6=8iELGDWiL
z1SoWDUu|L<rZezR6QC<NO<PR7G0q><mGH?z%-3iNT^5qk-yTP+A9RS*5Tlk45(}FA
zgM#+|xgka?e;bcj;g8_VXR3bx9+1ab`q_naQgUD$_?SRY2OKS<tW@vX+DpavdTg#+
zV0`%#yWdI18;XjG$`b|gkn)J2=|ehx1g0UR!Qo!GdXpu`QPQ&zyGD#?AiBCSj3kok
zWNe9qm~I=3a7XpSovhN%HlJ^@?y9?Q+J^^oxRd_pRuQwNNA`eBB7x&3Yw)>a2my)u
zrpD@V8}zop#8xvtIeTMePij9`ju|dk5)fxdR{LOz68mv$(dM{@2R*weDQM8bxvhXe
zFbm-esXVv)<P{Gcbi6$sa53sB&69Th-hTs%!0yP+pn`pcrVdXQGUNqXV=)QOrvgbk
zw6>qu)>Z`CLEZWl`B;i=(hkj)o0~hVP)r^R8(`_t%+1Mpqu$gor}M;Hev}|2)n-jF
z4$X5P{w!V$oCaYmsKk8PXLQOz!f$yr@;tY1rA=}A^Z4xk_4wxIW@@1`aV$$0w6wlh
z-}{YK)N>twu6K8`P=Spdpwz{sbZPE-Cm-!wi1u}Hr?Xp4{eps?mzKKd@;GXk+fGbQ
z{=oPaIcVjds06#_od>pmmGbJDOiN8Q();L)b9eFb<vPIeZ95lfBHrTBHgFojkntoU
zCtV$Lw4@#WPEzqhhiCF308cL>${BUC%(`C|(_Ny`syh~U^}=x8)Y|?6YCoRY6P}PD
zyrD)e|8{JSZtq_IKC3#+eYKB!X%3!_VAaqW?cz%Ct}VTlpPZb$B10*?@-yXAoMbqj
z+@e3Tr1A0Q&P>a{3k!5iOk&375|Wb9upJExb$Ksw&R;*0RXgd=`|LW90Vd~ff4X@|
zOAFHKDczS`1Hn7)9498d&_^0DK@5$V-LC37bsSu2Xc<^xgq&iipWPLu_j?cPb|?dE
z9wWei*-l)JE6~ky4o7Afj|{+&i;;;5@-#@u?ofmo0*!5vLGeEx|G#3>9iQh;DoxFC
z?G^sAe&wasE@d82<m4sYENy@}BvpPEYuvn<^3%1bXA(gzJcy>?(-l?$;igH)Il#Pp
zXn)ijO=wpLo+2i}B&b`%6(Ws%>$}7;O0vjD3-;(7@OTn&3qNnTU5vhc*a|I&V7>&g
zx>>XXI~GY~!?$M+5q?!xmf*-Wa>)H~W{BtipqOj)%IT0|EQm0>@$4%E8Xmc<+e=eA
zOizuE)75^ObR?X!{~^XBBjB~ZlU8%i(nC^pyjP6=8xoUXO@7?b(E)jV3%Fo%7tE8O
zLxN|rv@ham5!u(uN>+Ylc;=IDg^E(U->FyRrwC@80&Ck^B5p&G=iP{kiXwSFNLuT9
z^XARfOAE!iS?Ec8HzR@{%+0kybPw*f7)A4C`xAxvcA{#*B_p2DL(EVUF;%D=Yz4}v
zIZA3K7J`@e@nFubqeE;mvlz=k%o@};HQhq^<R)7N#2Sbbk0X+(9CkwiQ&;W_h3iK+
z8?c?VwL5Y{STf$;ad5!6%W23aDB{m%lFNuu1ixkX{rmT$1^~hnu9~>`<xgY#Xh{9r
zh~(Lpa6G=stT4dqDylz{yU;iY_c$s_BGZfs3e6~{DGd=10CRc3o8X457!QRQ*_$(R
z=pk>f%wl}D8dUYzJ_u^>tcn9$9lg&`eKZoqD9)jBl49M&pR=YNgFJVaR+cZVV^%=U
zt{b{R?$!p(Prv}csRo@yHyuMJc|Yc}XYQ|WCC}XYj{Bwyhc<r%0wG|!X<xtf6flZo
z43$Ac`W+rKCT@HfEIj1HhYyKgl34?0ZIpog@Z|yEu<?SH-aJwqAPu!gnjZ&Te55rY
zg)?^-?z1BDtau6*${ik}gN`5dB>N)#XOIjqU&H&}(ErYq!mr59J#yhEmW$$EVhI#D
znC=4`tJ8?2<za>x^5V5t(Gyiy3-oh%QGMaOLRdq*9BC?ZEgB=w1%x#p{!{yQm07C2
zpk~_UegEzsD15)c)4(S!PuFE=@iPhODPOwu_3<iMrg(9W%&3?cWC{2}^gwi$US(;|
zODdp<o>o#K9;_1Nl8M&-7#}5Sf3LhZbocJv5H23QqS3n_N=X<v$e-X5GTNCsbbs6`
zLWeNIirFsM$_U9J#s-lPUgQmxzh!Nv$Iu|b%mBPnFb)i`1F0C6I%wvunD=&d`<-@-
zKkNk}Jy~Tlj|-<;7Zm=&Cwu-Y0D}L74fBcxh1nVPh*)bR-EzwRP$6xgXIs0QOR8gR
zj!^nAP5y^-5zaM4TpVGuLRZyAnnGPQ01FI$!N$1xWmuIbExyF1LjT|6R|dRkg1gth
zV%8inDMZH3J~r-5m^HHljwEI)VZ5--1>Kb(9mB)4aMH2qQAX8cVnhFXc-rO5|1%8(
zLWnWNBUxT7Q0GhwQR0zJ0O}yJS>TU^k!xo5E7iHh^VJ6Ud1YlKXCN(&Hd%MOs55uO
z^`qbBFpL2HyM%y=^nepd<TNzJEkxW~2h+!3i|;MO<}wV{10bdm&qy$sVfEY><2m&8
zCLSy2NlZD|m8Oks{l2Vv!gjT4b5#z?a3cGQP&|g`BOYFL%F&)JB%74*Ns_K}KQmAs
z0Fr{Od@`jq7m(uYg{ZF+3wSQnNzi9pBa&iB0kE_ghli6#t180S15YEKn+HOLGsh<=
z$PKF*k0{&ju|%19ft*yWIcK{|Wp3?<56P`&<12mrb(X>VvYx{JrrV#72PXkS5YO(|
zrnMl~{{wS+)zGI9yay2pz_ZWrbg{Q^HH4jm-|kC;?aNXUj8RSnOt<ia-_{i3e8d=i
zq;>x`Z$A!7f=3Y#03kwHH}_?Lj1do-!bI`IgUJ~H>qA3^NLCI#-fiGms^_*e=nE1V
z8X3tvKO3*ki*bKmU`wc9{_oQ|C$11;{I+1g1zgk1>}))sfXKar%kq9Pgs(^Bhw-Q`
zxAzCg$>lMsh>*ZOpjE&L<c_VC^U$)tbaaG8MC@)mHRx%Nhml+ucxZO@sLpa$E0Fq`
z%VR!lH9}hM6XAGti9pltfNlQQgRP5uh|xH(w2FZ-ducg_lv_jW8Q%3})0Ke@M*Gfx
zFixfPI_csfiF;1fu(N)8(YHL~K9Yelu8b+IdtR?a*b4%J9{}n?&p>3<^psE2*xUu|
zM9^u(-vq9`d4k5kmmt6<07iooLX<H?9bde-j>m<7FyI1@CJDWKyZ8=4Sa<|wecnY`
zXYni^-N8Ti6CXnD7_q-=HJ_@RwQHsN(p%Sj-7J8)pm7<94u~RSP=)%X(rxLea*^(o
z0ocq#NXq_=O3=qsYA{C0a-n2R`9(&CLelvM1sNxyGr>^vp=N$Kp9b6n14M);{H&^M
z{Gl6QXV8t%+|IyBKw!)ek0!vg#8lpkks(%ryOakh43zzZ(^M)V=BfMB<or)wVk+)g
z|G)S;3!pC7?p+Il(%mVIbV-MlgoGd+g0xZ!N{1p10s;~Ol7b3IcOxkc0@BhTC4zLE
z^}7FO&YYPuXOGN$vuA&b{NDF@*1FeyUn`7Emk&e1NnFk#UmIN0dikg5t7ybvZj;Nz
zP<^KWXAVTa?l&4AmX}O}{Rz_T_`GnQC3Su-C;%4?C$nA(&^qAvwCYouFR-77n#APU
zkRpS-FMNnV&ryXz9|%-n42d=td3gntB{;pIEd|ygxT|0^$RbOP0*5w|z<`PfMr|OM
zk=CV0i|{03LkxH2=}nUGm_uu913jlI2`lt#pe>R`SPxRAwNTADRYlkM*@C+dBG}v8
z+k{1e8mzgmtIr_~z&j38u@`d1OzjTBBcr43V44UJD!b6p*N5nxbV=~E9p+LQ2#_F4
zPG*&Y{EFBOpv-`*n^Tqd^wctp#6cziCIYncpxg1^%({}tff(+MDpY+8zyd*8j;8Zb
z)c-a2y;834ua#bzKK1|TipFss!dSu1w^OpxfIdA2ZOr}2G#T#cSg484pqxj%d;S0Y
z@Ss6v-oOLT#earb+ERQq5SWEixR*qj!6gIkH%L!{h6-wV`z_J3iC$1h<R*U$#oTBF
zycDRwz)UcQY<p}m`perWbAX+S1Ih$o4&mptgzIn}n+{Wl52{?*bva)K9S+^DnK&3P
z0{F-;jU+%Zqw!G&@reO|CBVw@uxuhgsBYKRD0B)AP9*CH6KTp3QN8?IIV^TC&xIPD
zg_V_+d2wpX4L%~nVslxjTV9%zLL&bLhl?ayzf+a#&t?=3PEJE;p!Ze>(i3iBy=o~N
zkiH9pa;WNn1?F<}dmelHGTQ&_6+AESIYI}E%&uS#0;w?gPT}IyNE1g$IWX(Vt*@ua
z9~EEm#3Loew3WFJW8?f$s^RAuFT8=K8C(FPyD?+-Mrs(&bB#%ofrtVhj=Y<7I+mIz
zqE<k>?N6bzuYK>>J-B_q9Lvz{Upln~DwnUt>^D2iY9??Z%5O(;adU(5>*<gpIqu_|
zL8?Dd$0h+{1voEr0I7ZDxHx;X{QvB>I~be|;Mo6XTLjG22Vk`!co_IH;;Q)YFF4Nx
zb8C2E;t~^q=tlulJ<C!B9%cs=_^baj>yv3?{{f-kW1tWW-J0g;wKw{fU0xrHL-9H^
zGC~~d8Fl^sgK3CVf>uZ8I$Q}3UEn3aAmK(|feZ*uAjIH&d`HKHy4`gz%=QIXvw;u+
zKmT>~!Vl)y(=}t0FvVuJcchSn=6l+0$`P5kAw@U*Y@o^Um=7YqHggHbj>Sl>I-=|>
zL5dDE<}zS+B4(4Ho9bdPq>21?AH=8+ALjRt?`(aejw){PFXXt9<0OyK;4N@Zm{Vsg
z1&V12)kt*6_5w97Kc7=sklHNQ=XN)6HjjVlH;J#HPlB`wo>Vz)_NuBXFu5hfyxqmx
z$2etfq2z=&0dZ@?bAYqqbv@ry1Naos9zgjD-a;ak@4+v@PqH?Yjeuzvgu%}OehpEN
z-#;@tq4ACZ=Goy?CCDGr7e|)6wjd0&m^UxGgq=^3V6}f7b`ItQTQ#aJ9NPs2IYmXz
zZL2gqC?XEc7PNPX4$VPoGU3s`7fzS1+3baVXUP^!=P=}l7@t~AbL>rSCpdDEtPfbo
zq94%!xdz@*FaY5U_nzE`ZraAiMtM5z-#kpt$jC_9^x1!eH$XwjFjlP^pnm~N5ZGk+
z0Valtc{lwt^w|(wxu$>*=`Tp1B+Ev_@a)yLzaLA?>?{&30lyO1y7<8^OQ<9erSk(7
z!~?hvK(m+Du(ji^b{(>-h))+I7J7+oGql)(vGo1er;#7s5Po2Yb#3%<T0E@)Pg^`$
z6|jYoOBe{ie7R5Io4W_vh+#h1<{<gaY1K;kL@DZ4(uy3IkPsOW1pbd4!O>7}>ze$}
zd^x_qD%lB2E<x`D2QZ|8AZDRU_^O4kfZ${Z%lJy!MC8c&jrBc|j3{d3Ujt8`xR(!|
zoN&V55YKoT4C+X12^kNw#)Sa|3Q6H_*X>B}mKDM5j!gQceKkz7kqI9nW8A&F2r^Ke
zdE7`Q=o|}2mYyFIdX{1Gj<8$8rab;YFX{?Jo=DHs+po*bWu%}igj)o;*;O9DguWT7
zawur{tiIH~ux5woij4oo$D$!+wEitOU||MMZP{#1R-}iccDAtob6Cq78yh!m!Tdpf
z#Q;t=yxPlSd@`&cx$<jpvgT=|F#>C0^NTM-3srt`T7)<ciu&*p7vbL@meITL816zG
zQ0v~kW(Z3ns0t__5OZX+f1wC;3?SOU7>x5vb-?9u`sF-A(u8Wk2Z(NLH*bbPRy)cA
z4^Cp}wuPwrlKvb(e*!1~h~hc6ZnQ@Q-sE(GZ)<b1A_B=kT2djjV$jDyCwL`Pb_o!i
z;658m<jJ9@&Vax*1WWnZzW5J|!N?q(2U|(5UBOIGpgBUuBSKWjagejd!3P8l5GgIH
zreN%2(a_p_+3<iDEF|#ET|vf4COk@z=>f$NeDbcfpt)5i$xMb|LcI?cBK)ok5dXW@
zZ}b)ZCsnEc6f}K^8jlzl+Z>Sy3{>|QZHIL1ZZrhdEn{8*Hywyulmldta&%StP^=`{
z7_I>XYIi-y0_=n(xA);_0N>-nZYTY9BrJod+W>R0(ODp4?<W0tAYiobB?YlLfC9k8
z>|-aTbM7qLrp(!vv%e)2H<sHEOrcH#+mo{DHpC8IKbEo(1x^f<pU{pgc9D7Y*$6H#
zFT?ymzz+RAFY^<4dXdutF$$)nNIW7hzA9%UoWh^d2U7qD4=ElF*YGwx(0ul+Jjvgx
zY(l~Q0f3mG^kmpXL<kTO;U0!@J7{|0msB{x56uwRqAP$kN<4NgK(}p;)09RSnAj2N
zbN4ra;>Tk@{$&~ddaFo$6yYc;MbSJ2qh+(9KD6k>(4WH(0$wZV=|PtTfk^=y8gC{H
zxhCpgI^@FU3Mxww_WOCfnw|%pESTn^=w<rBaf@)Tu5IQI*+H-Z`5OV=ZU1xzf)%Gy
z4w3P<e||F<`-|!r2WJNOO!1L(9DxBwKEeT>3?yxk?D?J#Ds9Ep4gZ(a4?d2yBKLbl
z1h!#_J#Z=!Uk=>=5bZ%G3NJT){X&KxaA`p8mERcv%_jJO{!6>AKSK&8&}DXacR`1;
z6rz&Z?bzD&0B$4;KmTsP7b`d}Ay~lv9t1l0DI;V5=x8=Db%OwcEgcW|GtfDnJ-IwT
zgb}_$u{jFZ3%=N`!_UtF6ni9=jgT)PRFDYXd&K#up@9d#70je|Gdb?jYk_GqF_G=g
z-D_UqhJ|`)ve1I5VL!auHeE6w+6I_h0AxXXfe$yr!0I9bh05q*M-g#`ba(~|xOlC<
z({_zMzJ(WZ6>NsN_Vj?agP2#>FN@%SPy9W5U}!?flZd&>k}40p2Wc82D=Af9=QGUR
zP^4DqU{c<K?^kTN=|+PUF$k(VFm7S;_e$FB1$aO~Z-jpsC@)Q3N<i)xt~f-Z)V`$x
z;|{2EpecsYx>BJYV(0}f15CN`JPYNshkg{bI5ZbdK#>f_Rwx8OH;6E;x_);6;c^B)
zli!AdqPfz(s38HqD(5P1vv}8-NEiH)f{Fr?Ul7UL_`C4eE3dv7#bV*_lg1Iqn9Ly{
zW}r_}gTo3;Y`+_Je4~*Q8FD88?Ug%3m&Nd!O#yk=`1<SR6Z;AyaOv5Ud45B4SMS!G
zf^b7CoMB=%#5JEj-DDqKL<nc_#&laUkcQ+RO^!Eq&|mz%4*z%XE6R#252T6_4+s8!
z{~qZDA(``BnLOqe6)pfV5WfT{5iyllsCfPxF+)oOw*&YgU|0s$exM*&$eDh4*;N7a
zT7U*X3N4Gp5UyG1UqOE)o{b^x$C|F;Dfz_X@WMct^QT240m5GZvs9IV31ZcUuw)qo
z)=?I&*^bYG&jBvi^UA7<3g|HSbA=xO2cTe6AYs6{`IeY&o8zy*#<T0P1Rn6?>7Zc&
z8zC4rXk6u`;a~mg&I^6Z_J$*+Tkev|Y37Lg^IiMnS@$MQ7i|H=F@eBaMm$mBu?G7(
zRc!y{ld*F>6BDl52{{!gU*MC2&zrnziuR914|(h2?mdXTfDVbIc7eBqFk+!2gK!KS
zDREA?aOp$y+YZO-aj&hkJUC!L7&<$hyM*zN(9&B;9)%lirun0g8<899bdbcXeiL%P
zYRIVy--AzwokTuiAI!}bw+CwKFE36l9|&u)lXO{?^6PWKU>iv4!3Enk#mO$w_Yn^k
zboM<wbq;Ea;1ebWd&WvfE`lCx>n7$hXX(2ACBE#a^mx;6n}9Q@$IeA>FQm|a3BnP}
zr9C_dF4)9pw>`U23ktYkE(V(ZgZ8+dWd=@pG9()aH%{1>E|@kxbxyo$t5^uP6ZH9T
zp8{Y8YE`vQF}9-ix=2<LPGJO51riB#q|6|kLqh=4b9LYH*)3ssU%^K?<J{6ZGjz}`
zfxaurq*C7qbaIG!`pJSO3Xd`LlY1~w`VAmm^=ZgeZD-chB+FbL4_ray41jLGg=aDZ
zxpP+`N%j+xRuVvXJV;vMjq3);`d7D4ctODQ1ahcwiu}qgEY|xP(_kOL<$>OoKSCQ+
z;Cra#l}<C^4=6Pv4;{7#d#xXNm`MMM5+-IH;fq5RXz(l_>bf|Tw&{$*U0PiR#@)q>
zBA;bWCNFwum_djK;aPOW6aNl~0U&=P9=9A3cMx6mBrpp~(DQZ1pMaefL=SDisSVj#
z!7vJ5bxrXNha5Dor||edPllX8@ZBR>gw)j348;b#cJme{z*FUqa<Gy|2Z4c2$cVeJ
zsEH`@CO-CSy}J$$n;Bu_ul|u9M$#|hr<|M8z>Whd#qo+rQ#YWXdACPEj+2*vb+iW+
z(=j4%A!IhhX9T_Y@mKl_zRyB0_8^jv7@!YNJNIXzA|rFEs@zpWQ`C~!Wd_+n?G>w<
zaWigW%XkCR&`zLP{wRMmlGJDyaD#xDHe!5}E#z2%sAm-4F(b43?ZVcFSKD*)*VX?#
z7C+;L>vMNY!f6$V(ohVo6A%0aGT9rTl7Tbs<EkVH$O6D&0D=rr?Cw>NlMu%Wv<*q{
zn7o*iNYgmjnbQQ_QyH1UgAxWjDWwnEfB<oTcfE5|d-}h<2glW;UF8N`@o(P_4Gl3E
zxig7Xfg+4eYqA!6p`!KXAIDk4!{aDv9F3Za>RLQHHr({!U;xcOqfqL-vGMTYu6fx6
zjPfu}<YC^>4)0JK?kqs?j0)-E{%$@K7Xup*oM?a+@L906U`*CdNCEf-c%`A}j((I1
zh#pOxb~-$WMYH+siQ>!b^C{UM3J9{K<eY7I?(Le&Z_}$w4#`Qn6$rh{_i*Up^#pbE
zpNSnfk}^5EHUi0z4`8^9QG_`7CA1095HHW2Y|7H)$L!qIaJYgv@!P8b>E_@_zv=u5
zHw3<0fU&5;7#8$$c(MfCx2H22FXsbK^G6>;Jr2B_A0KLi8KtDo15lLR>S&whWO5ab
zGDSspy$a}Z_TbczUC))GKp9^$=)fhR!nlLqbWiXD85uIE<*8lE;@4dQ`7JUQ=Ni}`
z1$9St&ydj7@yQ1o9`WAOhN7pjubyEQ%3o7nv%2O2ip_dmB-f5ZWz)$uV9(gJhrc}o
z1UL*x4yKx*8_dC+hsk|!iU@Dcb{B}^h|@BoW&Ief&NK?j3}Eviu^kw5vLu=i#j{U*
zLc~)TU0Og$6p39x#gu{O70DdEb*8X$56rw^sJq&z)Iu}2?1J8~I#rW-+5(op#lK#i
z(?ipCLc!%s^2JHo3kNXA`2&tHH#JK*y}{`D>H+idjQgzhSC+&-yWSy$zei*_SvFT+
zESP={8W9a_nX2Hl<`A$F<J$8J_T<W2ctQ%=60TvgZO?DC&*s1#idlZ~HZhTyo}Rum
z@QEmOGZJxx&O5l`BQ4iUnBM_FIuTw&aNnrIV;+x9hRF&K1`N9SKRyENGaSUxCnr&r
zj<4r-@E-};W-L|!UokB78c~t_P?w<je3WirKij=+#{yU6U4$04l`$oxC;m7=f(8!(
zUVo|m^_l-Q)KGxT!+%V74+bc~Pp$?S-}Yrp&^6Hrj)}OF`E|Zbi<i?@X6GK`lv2uI
zpc%zc=G$(owjOPRHM6foJT2o{Kb73ila_L<KmuZ2!9}NrGzzGR5Qvebmv}MZ00Dud
z*49=+ZiQ&YpO8)f0b&y#cKB<63zYcJ_u#OfNPbmNkofhTuh6Yr|IQ<s?tivO4^cU2
zM2?|Q06M`U3^+(gN#S%m+Ku){qCDW>K~Os2zQdcS@h*R>1f>(;DWW@H^(<2jozh~y
zY+LJ|-97O^l@-Y>o{d*sPAZ(ZUGk#)JrSRE+ZJ*_LcFl6;@vzTXM+pErHw9N_e9yF
zMeFzmGi+2lD{-4|Sje-eSiq{MEXNu*vh2LbOkZYpfk)c<)FHrnaF@|ai{uF*TzE;O
z!Xe=Ha;n=BURWeP8ZGi8)zR;Q+X}2FxP}rSNPY!+91=nteNO+n8R&zE=m5PnT&oAr
zB9#Jnna<-U3cRcx;6R(Ge!3WA@eG79gl6H?@K+Bk`86<#JZ>d#yba1|z>Q*<O+zU1
z7_`A}P<wj-#tRO$RUiS6y(sB0(!L9#EEqV!UFAv}T)S8S)Ov!zm|mHm?{E(4uildF
zbiw~GU1(V~^-8qtr=WG?F2XVf%Ib2`m<mj8$Rb!i>h43kcR6{%yV93__xSy!UsGJS
zl|m0u5}R>9)x4@pl4f;lXwOcLie8`W?BYisUT!&B>4!hbnbmUVhhI}8rbkiY;zP`{
zH6<Cjyb)JmmyXQLNafa~^x3Gf-tQu6MFHhb5suX2Z^F3k%4mo`52k<wP@6gyR$S4P
z+(m;sgBsW@*f7zwfi?&faG0Y8$sYRu`jiJ32r*K~!NZ1xEkTP91&s<(f578d18{M0
z`QbtpfvCg?;w4quw{{L!(x8G-mxGk*HEYg>Gm5hkdqJdYVU;;pd0)kP_)5Qg@z&hH
znb?roTvUzn=@dYzVJg*~)WMgm23PI%z6Jo@9fPSw-bRnL?-uvI+W}rpk!mihx^TpY
zi@S!cEX<h6?8_WpKD6;JfzeCO_gQJaGVX_(J*$!Hs8{zqJ54iP`rv4xcyU=QdYT^?
z@&Qo=2+64jz@8umc&3jlX0W+IPfu@<sSy>-Btyf)tw5gYpsDAlL83K_U-4y-+6Sc3
zDC3Xk3J^U3G?ZNv#~;`MfIz!{|7?+sru_Wt476bQkU^b8(8q|69289`pdsK7RX6vX
zIk_wzHa0P~KuEwnW9JsEVNv>IH8K+N1#`44)=s(RLdmh~oA(4*+WG)-2+Rf;Z+1v(
z@R`OUV__wk6T-VZMy-um(MR_VSlL8FRqUE2LRrXe$dM^FIuPcc>kEXiD15WrJ&`Kc
z?tJL>RACq8wH#@8P)T(Ik9bOam$mKPHH8q{61%a#1@C;Xe<}&0`Ekh~6cmB<_mC{2
zJD8Rb7Y95Q1NQl$ha_BAKzvNi2wM$8`vP_@n83iso&lIz<@qv0AISzVo<WX3tK)1q
zU=x;pdI={CP#hHD4Frt~(EyP-rG<xAasKIbR5eiVx~AhGOH^Y*M}*B8zhQ|&i1pUq
zg=_J%4hKZ`q3gz6=nd$J?{Y<OZ6Hn4-~WrSRc&ooGs3=R17m&nQ2$b+)`c}F0?TtX
z{j!7iXg%kx+dHkU__kQ(fS5ZtVeD2{uNsgDpoitevFBKJs$y4^f7@95`*-jzzS&8y
zF3f|83&p)|58Y2=eOF(u-mCUN>8?KJ-#+?1I6~e|IbRCT9d$UK!MQ{)Q1fRRZ$1-4
z8wJ4xB1UcAU>`raX=nmru9N}1Pw=T-YmgeqdjoDHy)P!+ASr)KY}{wz|JVjLvmELG
zxlDqYIG9g;_2R3!2O1_CQQcp!^N(X@1L_OX^pJf7qiFUJ+TTpoPdbbktw~d(shT&E
z`oWpdT?hB%5fqgjG%a)-xq;PNkmrRU%Iimwa6y$DZDlyhq9U$07<*|JkfGX=uh!Mp
z{V4vaI<3cxSusJOlKGl-a_P0fnbfmEIcjxyJr)9)7lL#wlofcWkCunKae6Iy1kYX9
zS`};^n4n)+tht;~wbj3_%S|6cWvuMd>(i=p>5I=16dZYEozuyknOzl7Tlq@z;%HIw
zc<H{0+XO3;j=@uA0Jli{{1ZOQjz~h2mU+0{;9t<*$L+%=B&Y_p2qAmI<P{uesYEO<
z0~BE{4ZQct%8S3GQ<Iay`x+o0<JtSeiLKvsq6<g#57<@#g%Q9VV1HHD=hKj&pfL0V
zneJg{$ZUx4;;)K+Ikqb|`ZkbCsq?enlpcHK>q5;fhF6|5R~N6zPfOnvcV|o%Sb*JW
z(eUE}cRu#DSj0dLUQ`r5|5=|eC!4w^e#gs*HGHuACBVFC)3h~P6pz1?-9oX=W)|#X
zknd`Fxm7TDlWKi0`B8S59@V{`uc3e0-rT0rYQrTEhxu@1OjjzdAiIRAdc2o(L-<wE
zX&Vk>>5S6ls|%50IUPKV!WOKhmo(7Dghlr<NekddG`u}Ikgq=<!<+Tvj1Y5O{SBjS
z)dDSj@aRF)A?K3qQa2;(u7n50BQoCxN)(jJ@?=|LhEU|gcnMiO^QH0R@lS^nq(Ked
zoFn@v?(bx~x|iP%sg=h454>7H{0811Xl0OkBY;MHSXdn8&<dm-0~9NE&>f$O)ASk~
zla>><VB=9^g?xDZ?tBV~h3QQ9tJmX&rogq2aQ5LW02=ojDCzn{=6WIAC9-sN4%!EU
zCcpC+ThQ^!nn{C5{naa`ng9e+koAUUXX*Cq=gs-n+Y6y_1ziQPFy}snKQkFz)iF)}
zfTJ8_f8M*_pScwnW|nqw3uyxR?<lymzfE*KUQR@OkwAL}OXc{*F_qRVT4_Q~$*I2#
z9p8JsT(&q9f%BRlCBt`^w!&FYd>YENHL;(6w0_uzeUmxn4s*#uNTdF2`(J9F#aAMn
z-Ks{iHVZCZTYcYCq;m_aBKv1m#l3p8IB}5=hQ$VDvRHX{ny{96#pZ#!#<y!!5>fZ`
zypq&YgbB&X2Ye6D1Az#Hcm()O2Qne6_!Vl>dJ$t7P($z@*_s4POrpI-UUoNwx#-`e
z2NPZx#LWY+01)H<jFSkF9=fAe#L{rI?cRiV%{>9~U$YR-c?84b4p5{$E{<1UmbJP8
zcOHod&w6ceBgXTB0;`L&V~>W}nCjVn>zr*BM+MZAq@OxeRGctd%Nv0t84Q|#|9=&3
zavJb2ne5Af6Rc!Xm5-hW+|7PX{%S$-q*&<SLPl%?mQFOZSgZ}z=#~wApg30;K@^12
zCEeYvUOq=8f!R=8C5Pz<&1*fkXZTxG(`Aa|R3%DGY^ogG!hdo9a&;L+PG)4yTVeC<
zlWVaF#wbb~UifG{4b|`j<KwlwDK)_gA+1+;zOeMC%P~Hpz={X|yg2oMG&-1-82^4!
z=&!$4G@x#Oc=Pep!Q!*SdzL4mR3jm9KfQtDr=Fj@=4><ZhMKjx-XHN&BK?QI#1sqH
zuT)e#Pn9<P2F|vByT1UUddJsvfGvig5f)p;gsXv0g>1GmstAXk@aYyS9}N^%FxG}4
zajHh%(H}2la~UF}vjw-pxdMkQ2*wb`d^j#&|Nr(K$q#|Id#9rU5Q<Q5cfiZgiJ(b=
z4*?r#;Cd8mp5PEb+|5^j@<I^Z)7AA8R^VLkA9MJ={*0ln1Ktlv;bqhv$@SHY%E0s!
znMERt2=q;!qF(_e?hGLQv<cL_($bA)uPh;%H@<=Uxw?DVg`dToYupn&{z&?jsA`BH
z@^2+f-hmAie8vRa6PL5Lr#7x{s?}NJ2vu<2w7tML5w**CSDPSMUY`1zr>Dm5no>mc
z@0ZRJ{G}ciXJKuzfp>&Gif+jgtmVcn{WxCw;MBIVnNx8p#BJIxDn<70W9}P{#>yo<
z)o@MAk`&Bw)`Pk??4*x}7s%d_Rbix*#hpZb6>=vTnbB8rH{(_f3XV@g&uQao%XoeD
zHiLdFQP~URA}lcI*Yvxf=Fp^JzQvvPJ$@;pViaB?KqztN@U;FPGi7_;)UH#aD<UvL
zzYa|~&>3M;1?+8eKJ$NTVgON7VjBJ*mJ3K^0N4Yo0X+ZE;(*EvAp#SgPCFq;dLoW1
z5D?_0P3K_yn0zh6;pT*(`4j}Ed*DlA?E-$x;4p#01bQJZv&K~Lqm^*p&e&aJtMI18
zUOiBw*67^mR=Dw48_YrQNx%2M@C3CT!k6=)EF;|$K=T)fJ7J!V0!9FEv;2m;SsPJ~
z0y<w2D&L~Wubu(@TQ*hqchdd>NZ`^CA)V)cJv1@l*)q0<Y!bV|kFzC$7x(B5rhtwM
zuKkK*?)X^SXVM<ejXsfGY-#a8J#jnqaLhy{qQ$#65||l7$;L;yo-KCB*6%tDmp>rx
zDOjrLRecaKIwT7(jZy7gV3f5ZTPaA=Zp!6HG2is!3DZKSC_i7#8*dYk*mC)!Eiyb|
ztoVE*WM9nak)4c!?`bE+^P4#xq_G5I)F0&34<u==mvt5T>ViEDH|#j)l<qEff&~_{
z;lTh%{_V&%($DtO|9oOoNv?$dC=)<y0pAw^Ir;dG`{K<f@Zmvv0j$cfj{q^g-ot*z
zNB_953v^UHJz*<-tbdaQdH@bU>JA3v|0pDAa4^CeIGjfnZ})<>Oi-=Mz_yAN#AxLi
z_z#gwsZEFrd#|t{IuAxWm_>G2l*A+^hCpN<YCu3?1OSx$Vb@|D@QY!=9cUIE%Pt7b
z_9awEPoar}@N4IE#Fh{0hLhz(uu?)7@(!}uD&(IeKehM41VB%(Ly_EczgxoWg{F}+
z(s5j~Mti&y)TC@$PDsmtHONHev9|E1^)S2CyM|J1DgCn?lfBma`=djvf|ef=#lLBF
ze{aLUY>NpDa?-)#)(S31v7|14YL!=DyIVg%KuasHXi1Ls_FBl4+UrO3w{oKgL)v3V
zq!I%^qVB)DtTk8`K;L~+)26ht@MnMMhhO}=O8oVTszKwq-sBGV(CFU9N#~jFCTXs#
z+Jk|eu_Z^3wO1XpvQPMOOB*DiDumW+pk}jF9XUE0%&pds1H~DpH~xZe;~_|h5Ur$n
zmVOU$DQ9M8z61pak}QBuLCkF6;?1auMAZZLBr_A!q62>Odpc-MKyO}w2OV~nfi;D6
z-)WN^m>V#t_=hCvgnS2c7sLfJM;`-|@#E;PoA<@l;WcQFM;P`0XcvxCcYve|7ImK;
z?>Q#ul>l7#XmAnMQ=R_RHUZx)oXUvR81c(nR+jd&QEWKD8w&~{+<YZ5(m$etRk)oX
zpasi6Y}7X7z8X3Mrr)4}43B+|p_N=chd_y>WG#%qIf}03br794lirn>Wa5{fx`RjN
z<@1GO$@G<tOc?x{66x%vwi@1+AI2~IG2$Nz47+nXST*-U<<^y_9S%6}UaAYkl`hf9
zJdpc##yQlPyU15Hto1xF>Q{70P3_0WGk0}2=y2Yl#agVyQi#==@u?(nq<;J@WcMnP
z#Vn(4m&CVlnb|h2L1oi#qo}Rl=#JV7WBfyLlE=7V$M(uyra?8wLWLi^J)zdYz>mHm
zEggk`Z!JjH?}39I0%sB{Au$Ni1{`~EA0vLa4D%qlpWyEX&j|>D$e0dBX9(uzH66~4
zxNc<49xT`d0~Qog;J31d`80xxPD~WZg5QcFsu&%^#;h_EiZP3Y=j_=|uhefmyZlnO
zy#Q~`3h?y>uE3x20jAu5WCIBMs}ktcpZW^_*obK{ayJG<G{EWJwmC8*;S|t}_-9gK
z90^l$^0P&$zu)g8oGdG#f%p{Lizr3YLJO9u^;ogwDhfd;-T>+iLAKahm%SGyOD-(@
zgo0sVNh*GmtegE#;@rC5tLR(jw_6q~?vIwHd``f}xK9-t(aX}Gr2fo<467!*mxk$b
z_Bny?=49FYkXE;q$-dz*xmi#{U2^}sug`SIA3m?tnwZwG-qT=w)@{pO+cjbLeZKrz
zx&kqslFxw)k&E6>SBc|I#;f$3#{|ZjoRwMQk3>(d4Xy8m^*p%aafV~%BBu4oHB2=n
zqGlO~l>Y3(AqD28829u4DL9%C(?r=3i6MBOmPT88<po$wfl~sD|7MDva$1N)VIjyJ
z94e>_W{%{;;02jU2M6n)KP~{GSBJp{C>+^t^RE>kvBr3W8aC9zYTf{oP524sM*byx
z@@aDG0L2v+;xO?Tm}qOu{m0M%@N7oXR|CwBTH}Wg=Re-P5*!Q9JbVDOrGkH-P)6|@
z<c%N%0@(G3mijz|4v4A+KYWW*va-HfJj(c!>mNrT6%k)>yy;)GOFU3Cq7e7RP%iHS
zRS<vdl33#4%#+ydU?LMb&c3vEq33jptoLKyn>34*(PeyYzoXXMd?w<n#&MFQGfeJJ
zXROb(r5m#LSt`7JHlTf0&U2)R|Cjc<>pNvG171H&M#lZ#ZWUWI+#K#-xw}77F#Kd@
z{<1t9rDam1SNG|6v9L7>RHcq8ETc<SRbLSiwiJ6F`Tpx^HH?Li*3S<?(z}DqXr8Kn
zs;D4M>>&lUwQi;#>?4T%G?eUnC&v?*CPEbr`%yYzg$tW0U9?7?CGgIXnG@hvfcc>U
zs8JA`X@*W|UW1WoZy3TxkPT$sa8~`GZ9-1fi@s4@j_acHo3h&zb!-rDGA+D*yVxK@
zLHH^IBv81q1B!gN>=zpU|4=cc%k}_bZ-Ace5{%p1JLSMh0gLa_0|YZ~2&}g|7JM*;
zFxI0-SI4V)0v{Buf_StHU+Dd_<{;d6!!pnQ-B@A_@mmcIQuPNd@(Ps0VR!?K-(qB|
zoqqpf@@tBQLrFzYm>@Y;(@Is^u;)wrqepplCGlTsnMC_oZB{xEJksCY8KLp_j2zGL
z-h3+KZ?gfo**H3DTsL1^u4Sk?oBjH&AL7(@`I5@+ru+>DtTEkoVl~9}O0@ij5$w~&
z2^|{O8{BvkDmjF1Qs&H@IdWOEt@&K4oA}NMk?mxZSY7W}n%J+<C+4?h`1QlXV%(9@
zYm{X_jU)H8nGRWVq4V%zZ&&XUI9WuXP=k+wlbJ_cmVh1Xcw%CnI%za_m=KI3<Yr)u
z`VG)0%9@(#-wC}D_bmh!psWMM6!uRe+sD6#8_*UOqa*&HNdw>{DHm|Uj$;@VN_c#o
z_{9Y#X=pnG{2CcnGe;lrv2)+fIO#0%`^$-}$^hbu2IP(52=swK_!5Kw$Pd9~^8xT_
zXMnT&-z%yhM+%ySB~Sq@EULh!w7Q3`JB`}HV_5=RW$aJD=7mX^_Vf7|%((Kj&tK<(
z^?;x^wAj$F1DZkfHK=&3dyn@7p!G;FTT|v-C<LFjgE#fL;kRXuto?OpLx@P<%Lejb
z)~Lz4n@K5gm}UJe-N}rmG_mugW7Fr2%F3#bZ#vr*Bk;Kq_v)w87c3?LvGlI^35qyZ
ztw-0)pplgsi}F&l_FjJ^j*9^cV?ZvAj~{!IQ=52_wbf>J;F-l^bdzp%eJgV>JIx>*
z|K;VTH%h4CDP<&fLPmHbSy5hg<Gbxw-X*%JtP&z2A#`VyFtC&l&W;X(D;+GpHL!K1
zb3X{MApa8&$Hp=NxfGy>5N8Dak}S}wuyb*@*s>E3$p~Z^OMuNCUM}z+LQgIX!F~D0
z@i!R8H%M=Aa@xPxxKDrv+%LlcIgIJJ7X}qe)2`9wl}qMmztq7-qgh{K_OWv57)E`N
z2}0B`Up}lQ)oYfoZ{5z=`>GuAF#R$ao{4{C$nw^23jB|_tB^OGl=PNG{)P#7n*Ew&
z);#sW!3#F$ry!rZEd3?~QOav+tNNU$_T=%}uY44=B>|Q<mtm3doZs!3LbjDN@J3=&
z-gb39m*zS7W+~cR`0Q3{R@t8$ba_GB!NkwT6R!yD^FLDfKuVA-K<#K1dxRd_y%gAK
zOGuX<bmM5<zNp>AH3qKF_g*KI;u8JBCFOdlcRq<^4D>5~(asjQ^XA!d1@nVl#got9
z)_?43)~`6#O8caLY1qk3c_VK%?}Af<z9wLs*_Wi!Cm8)?d0D^Me!%Gh*aV1;3|XvU
z4crvjnhq5AB`7F`YzU8-vA3tEzd(lokq`b)g%z0?Xwxt@LA-4f4mQx(UoH4mV&t&u
z;xtikuZ9gtK!VZBo8|??OZfF$2od;xfJPp6Z9YDRO3R|TyD)5Y%K9suP(wyWhU|F<
z6qLMqgCmy+vZ(_$Pz=tnKzR+?D`F4RBI`4m&?aaOOQREC&wcIWDZ$h9YP<1Lm{02D
zmoLSFK$vo>qC%_MKL2_bsqG~i<*v~t4?S&z6Mu{X`CGNgvw@$_C)ORg^BVqGo=ko&
zd49`$!zt&}60Od=CyXO2$PuPsA&h06@i{CtG%&e0g;EKuO5xTUgYU(Ivn#Q@)zJ?=
z3wFh;;&{4-C6y7(^hz$NvJg%jEBG8r``}TVo=Rt|E;jtQbd5C0Zm)iF^H((*PCzti
zzJAGv{8aXhw+6E_osiYywZcL-q@<*g_VF-qO3f67mlTc!S>p{VRRpOEakz}a!q<RY
zP_t`RE(UY-LvRhkf1L!Q$TFyLhJIn@{yTvzCJM}rIe*WcmE0p^#mlWm_bNfJ`&lBF
z36a#8rMlM@^rp9`S&8HHrV&RojDk9af+rld^*dN8;8BOZ1enq1rw7E_5k#EMkF3OF
zMU5M=Q8>h8<LaZ@x;)Dd-*+s!4vy<7nt9*q3wWXSrI{c_R$+mQr@tZg8`(z2s!s5F
zXt#;7+KL=nOLSp=*mmvWv+pz=i<{YHzX)jG!n}Yqkgb=Q<8Og3xlO2zURH26n}&r+
zb$pj%55bxA=JV0=rb}U``%JzcI@cw1Bh?C7CH*f9Gkd<>$s8s2U)OCj^CImZV>O!d
zAg%h8{9c|uU=G&G{zm7hom?Z3RPeE3nWs)zWEXq2oEH7D@FNQk14@Hl4`|gK2{)*a
zHDpkm;@cI7>GhLWLze3)G!amcf+sF5o?&%B`jo5bWV8rIF#sS)w|(#Vk33y-2|zD=
zKe!~d!QAKPCoOY2F>r)zkcUzqy!2-<GF$=%GJ+jJ8b4S)`*xBFA&NmY5ZktKyK}=8
zoA^4c^kZ>D#m{BGp2hm=I2j8qA6)Ml;l_Mit&o)7gH?gt%7R#U@Zmr+&Xd$9Lj${a
zRMc^u9_qqNa_3(d`yk3~h2Or*_jHZrTa1S6$}-6lF}fn+vci}BvqqD>c~89y_bbK+
z$F-EcIqL7O%E%}gno1CcO$2rhG!rD=G_pXk5~!h2i)}pOknETCGXBP&c8uZePMk2N
z%2i1EoxCBcKdIUM@(^=Yyc%D7Pd4{9tA0lM8~HI2R{|gScy!Af4tXWFSh?7uEyNxK
zN~*~pr3NXGaNSPfCsx<yFq}I>*}A+Sm!jWM%++>*)Xtwo@=LjqA*MBbuD0R>#%B>W
z*~UWD?!MRwhX<At24LYb4KiU}MA*Tw7GjC*ff-!GoSY!9Q!;$gc<NM_3jQ=ALc$h6
z*2#^1v*xOYIVEtMl955&vvuwFK7Uk%ou-vNJ&!ZUwq9PnUJW~;|80PVeU1<tSOjqX
zJhE&Y>Ut1GU_~5YJ64e;B$ZQ6*pnvmX&$ufYBX5+EF@AR0dH=A&wzZv3Y!ClsUIK#
zv9{yRrPk=Y?+?>YHa0ff@158I$j~_><3?!NNzp9>9i3+fl1IB(bn&GZ^Z*nr9#qf0
zXnL!qql){qg9g;`r99`h4c8HS`>cTp1ppW5>b^Db_9}K0e(_tnYiZ4LxWATv(e^#5
zgzn`NkGHI;KPV%@(n=^=cCuY|()rxSZV;dKep3eL_|rcPw8h?R!G_0cuD03fZ$q?g
zZ|C02NKfvGbUw#uS<SA>ivN=4JioP_QFTPnpoE__xQ>}#7W#W)uQ-*b<4Lzb!i<a5
zHFcc!nL-R6k+B9v19y74w+YHeCoF4;+&2y??ZZxnSx=-z73NN_d&2nB<JY>afk|~J
zkX3Pxmp9keGODT$1ID@yAkMxJ_uRnXM>Vr$bTCqS!bTePf<MSctp7VdF9U5AvZ1?f
zyB7NevWxHEDpNqh`@m}SJ0G-nky$qE!vTcz;41Yucvl`Sm`Broeh*s^OFMqaNv1cS
zbuj*h+Z#AB;H(KQxFIyFruq~TONc)~Wg7L3VhbKC%m8430{%ep!l<~Y=r;^ZCXW<W
zG1*et8AIiwP<iPhPcrlKLEW=pw1Fv~35_ss5anE!$d{nlUzcAauv=DJ#th-SdNX#v
z?l!AD{aZN&ZQ=P{LCokLxlHNK+Be-LDaK)`{)Cu`zVC6LUeibtf1^aP`}f_tglj<K
zFwqsE?sW<m?7`JuRxSq0WI0)@3lqk@)rCW^5}o+r<BO)>$=-bQ6Vb=Nm9BVD8QpxA
z&#rwy=szGraOQV{N1M0WzU4us{_OG?x3;R`wNtlb>-dAf-CuY49@OAXWiA@b9)~h1
zMHA$XW{lV&Stk&I$nxlwF<=WWrs0en@PAyEFd&@@2EIM;_G-R!LR|$539`}$+JWe5
z&@aj!e!YfACn>tde;uFB3d+gzN^U4+!7>vE=iD_2YQoE7Q0L~Tyh8J<ZR5pXvdu~f
zj<+0ZFR2K`IXQJ?S(w!MWPsGw4rxQMfW@?J$su5MA*$;nowNuQGfjhhKkv_NJ{9l@
zHY7Yiwq(Gc4}aRy+r+A&6}yG$&G3%?Y=bmfg|%3Wan>vy923FNyTe06zi#vB6J_4*
z*l>?&JSuCm<?S3B38?uHyIpH3>aG5xHl_Hme9+5F<caWaW=8&$-+{>=%jc^drP}&L
zPw(9$AaAGUktu6*mkAh%$j(gYzv}%&Cvnl?QS-#4^6IwxJ&IQTB@*+l<kvi$)HULf
zT@!m3GTxW8^!g9xP8SDUa|b>~dhO`BzTrOPnR58RgNZ_>%yYMiTsX+&26HA$JTrO1
zg>h@FGe!?8if}x-8~Ip+2r0Q?`>zI#9l_PJ3yMC2QfuSkRLh<SGrwN>KWn|GJ~k_<
zd*V9>UY4eYAtZS74s~s9Jxy{h5}1E+N>o$Ynk4_?I*6$lR2Hy!Zis7FjuJnuO+LHe
z-A!+bJk-ISC04g98&;XD3d*7VOYvEi^5RG08zv&?NcxOLn7UBYPrm0JZQ9E8{Qk|?
zVjcrku3}T!1TvX~0vJ+Q&%|d+sS}C6E-f*?QC<qZXat)!SbJA|`@rX#x>Z+K2gpXa
z@PPsZMQkS|YY#RJf$6Gic<4}M@Mx>Yz)vlfx!pFUeUrzX_ikZUY*Jz}24IPiq;h5m
zowl8B*h9luV+S<_MsljEsX{v$j9$BYwKKbnZw=P}!XO{<2qI?l36h^99#0fEuc-Z)
zqO7VS+@KYt9#*L!iM8lwg7I&un0xSa{gvu^rY;xe+3K`-Ed}j6ghBQP3_V2Bod&6!
z^_8;ql?*-ygm;Q)Y7b^5c;ZqV7;3)6=kw5C3AhtcQxLmQx~4D}<4bkgzV}0umSMqd
z-cI^e_AW^%RqqE*<<AeoKDe-)l;afSZ<KubqJ)LsO+|hC+GPJNMwEVXyv)At=F$eb
zo&<51i$A7Avv~(jxlQMmt;8cg{7;Au(i;MWB|h&Q4@S^4+Z_&_%8*ld%oC-b<_+xD
z_@B^dUS7UmfeE4xx0)y)AHeF(Qh)s1j_T1OF8SOw(clC&8ra-~m~I9KV;-LhQ{adQ
zJ>Yyfp&P0?ARK{7$0??FCwqth=Nf6*^&W|7N~Wsi0Bd!pu-mvUz}Vbvi5<_bsiAzG
z@vx#EU5n^V%<rFVVYt^vezdFj#8Nw(Q<*jQckKrq*<UXCUP7ipQu(qP8~(NIcMH|J
z-F_nih2Akq`1MDBJF5SxtL8)cZS#UHb`<^c=)NJJ;QBK)9^t&<<Fp+Mp8Pfw?U$c&
zPzza3lGh5>t+u>k3QX}CgXE9A>XJmy1YTzP)l1QO)J@H|n`PV`VE$x-tMaxYDg4`y
zdQajshL_<@r;G;)BWf4(?tz`TPtG38M48nGeBry^bKupRGJfx@&tCxxE%{=He3wR4
z-NOOv#n&CLge;MQ+)Zx#Pd*mduXro7#5RC-_4bzihH@n{m{R1Nw);*|6aUNrXR;Vd
zHR`B{W#uO@+koVEN5_h)3{X>N_7RM~wS$9$M$IMop;jDVuL*Md!`SIwJ=OCAX$x|<
z4-o+tf+HQBoy1NH?_b}(@q$@Jq;HiwH%ubf;N#8%b`C<tH}}}%V_w63-+p59wmCmx
z8bE{#UN5R1b60!pGIkqrT8MfPL<A@c=*5<3-=^%k!7$(2VTfl@5l?_2_C`_0^SCC}
zQM$R@k;7?c*tt<nTMsi~Uyh4XF{$u4bh74p*$oVeIKl41e&(O=%)OY^hKT7q#^=;^
zpWjT=FCt2%U=qFc^1PS-$}>tsgKwYt-s+k2e7c<yANg_gp`q3*YsF{%CQlxtPE9O|
zzSAIl_rA^T7hfgub;5nG&yDAfelsqVD(Pw`9i}<X(?KLS<`UkipT6=EQ_+0AC`&B4
z+-KSUfNoG(`1RyO%Icy$<@Y`=|M_=(3^lQulUHRX=NFU$BBb~CgLNe@@S|Oy)?-@+
zz1_wBx<tN`O<I9S*!5eE&Ue?m<Cw!B%Lfy$rz4gYHH4`TiV(;Q(v5f0dE<mOMng9;
zr-N$)RTna-(SfnU=?}0w%K#{@Qfw+&jTI_m&jIgQ;&C-ys%x)MAm5O;YlI1wEBFVV
zBy7JXP5!#7S3`ENh|f_Attz#lV1v-uHj6awP^xMw17Jks0HMR20DUby^cY-+2uc_1
z{FrE{A}m!2D`b%jck5Rjr9%UhxoGw8?-Sfyk#xcCJCbC;(ss8T!r@!rY$Y$BcaI`|
zqAoD;+-+qPHTSy%S2Bx%KzMNuxrIiL{C5S+0jY_Ql8<PnkEv>JQGfh$Ge@E<G(3RH
z=UhrH9W?IZl)>+4Zc`)&uAL}@AFM5SqP^T!hOx@KKdlLtc6l!GyU=;!+@xrpnCST4
zLf$QG*IjBPwm;*1hxqhZky*E>L%Sk&f6Kf3M@jV0eP*e-GsY_|vkU>gUw`<W8RKw<
zmpGUyUC79U*$K}d^~usSNj5JXqo6tpt6nZ*zL)tcQ*hkm{U(6W%Wt;#H@&#WsRZ3B
zq>m*0VLvw=d6FrY1>5wNQ&IwTi|>9m{j&dg(PcZNa1a)<+3DmsV1IUhbvGSFG-YID
zyx{d+zk8*AncI0Dss=!MNP&~$_iJaLSD>Ts&g}S!IJtUxy}P*ZgUmR1#|-L?goH74
zZ?;hty(K##RU`zK>)ei|`g%$UMIsML@jZ{TIFrqD^tiaV2u6gb!6tL8f?!D?%7$>=
zVSD-sw~{=q__NSxzx`~JMxSJ`SzYYXU%ml8$Bb*G7Sl8(_8zO86IgI}4MS8lam}z2
zSZe+r9I)!>+)&Z>NwUcD*i?^xy0S@m1<4QnP9gWZ%TAL693*Lz;?mOCu`y1H626<!
z77Ub3;BzMu!9zpi>aZ(Ob88Ih){^mDx9_@ZcD2_|^qQk+L-r4o1{{rBOg#^MqWFFK
zF<I-fHe?C-J}jAcbG1rHg;so~xk=NJG5*H-JO2`PMg?=6iLsK4BkdK!CVVr0{K~S<
z-GgUDrRocIrSqcnh0P;|Bm9ZF9a0kT?2PH!mwYkm`BFggWpZXs@B2cN3*qJOD;IBC
z?6ksJ!g79%@?}?RANBd)9(-JK{#a&PCY5>c*6p8<Wkv=XUzFtH?2SFQIv-6J+^wMh
z{cc=Z87yeF7ft6~16>CC%i3ohqdJY=g7UmoL#Jox?|lyp-}`Qd=s+?HJg(SIE6+t~
zOd7o2n%23^3_TT7{pslJO%1sUA82B2o;{0)(IH|BY>&8ea(cSB^XcC-8a6RXer-DI
zX+oARzK6AI2tcFM>+i4XKKS6qpSlPos{v*-3R&fgWElovuV#3mDFGT};#$n_?S30K
zsHtsFQVAE+)S6OV@ZIsIC+B^zlx+JRmQ)2G$p?fC2HdfJiR@C?J3QX7{oH3wo_?Wb
z^}Xfg#d-aX?+z0ze1kqgv@wlpUPG3E0F8km1?-n_M!+`;QCS@;(=hW1OtwxNY<Mbo
z3?=%ZGg=#DcmUrZ+p~wU*2(cpBmz=FR+ye=GXv7C<T7WZ*E&ux)_kg&G#Iso3bF}>
zluH98?~7&;mNP$!<qzggQt6PxB8#QWp-!3Y?;jl+9JZg;2^b+<+RS{D@@0Ooy(p%^
zg*=%w<+mE{0#!q};~JLifY6W}DWSsc*xMwZrfSooFVgXM!_v>NEFUlgr%IyrogMOP
z^Sy8`#-ExX_L$^-NmJ3HW>_rT9$r(A<*I^C@4aVV^Yf4E<6(4#u;GcxuBD5_nELl(
zMS@?9UOqC#&8@h#<{}UyDV^(g!Z@3~n!V6lhF7;Ec__v60q5yj+e4nqCi$*doY=^Y
zj~{-{8)4CX?hv%gJ7rU^_Rb{`VzkK)18~6XA0C4QYslwmzyf1#wvvI6pm6RvfbC<z
ztQnY6^G{&iebT$|;P*gs2i!hHKOt>VVpQn<jLsMb!X~LQ{_i1m{yUfX8Rz_xF#}N;
zFvLj`n<cytxWJ@oW8ZhWgHa>az?AyfI~XjCWq>I}Z(wCTy8xUivYiwhD=$8(jUohU
z*y?*s{a`Ol(<cD2%9=nP|6&@fL2e+hBIt%xM_R-btT;3)SvB=qBhNTy{CSyW7O+@t
z(|r?Q+bL(|mk$;bo=)(6b(N;x3kAo%h48?R822?WwpU9zeJhSlc^7>rpJ7B#`CSbD
z{95}+G&w#`eJSV3{U-~gGiZ!{G!LoqHZcg;q^|JiESs#BF;kWujcno%4S$!vK_XYw
zpp_;`;6jY$&7ZgYus8>Py?Ia{Of(zG)f4EWAvq#18dAh3^&~82Kt;=lLw{<D^0aTj
z#*N*g>sz~lK>&Xdfu$c|@TLjcYceh8X6*+-AL_#!cYJaAWrCJM+<uCCTr*p=Zq<<J
z$6oziC4B#c+<Cqy{gmr{e7VQV@CrYP*ztkyLvwL^VTb(ZWr-M-hYQYIt#gw>TQzeT
zef`b#ek|R_<FUu9&T@aQCwXn7`>>^S_jj|7m@muB9gj1QT9<9p(=qxwO0UYC5*=WF
z#W`CcI&Z2~cJaK%;%xMqpEK;`T!nyNeTd^!6#-_?S>N0lt|kmVap&fajznR^4P#TT
zlRC4{*U7PhC}?P`%+0Sra2R;xfMBdJ>hAAn1s)L`wGi@HSP~Hx4V~HovjT#I($X3V
z=vgBk4ey2j2&y<Bt|`u4nZ^S`=<7RizxjGMN=!)joPwT+sxcF_I0z5y0vebY#QT)P
zTR>r~&+J--P2MX-mnTKeKlDi215bumUJ(iJ?d?%gCSTq;*RY&;Gu73F0p%ZN8cxZb
z0R>24<G#SeUJ)YpbAO?{Hkrtafy&C2RD7kZ%OC*b;k2k&C&TdlZ-W?K(-&IxC=#(W
zHj|^TL_}3>+&FmY&+#D(GZ-q~8>|+qW@r$Z48H>9hR9Ij{&q;{$Px^u+#gE0ufl1f
z(!C;so*`hLgc5?iv0_?1$wTl|3^Nj!IEmtQ2tA=9&V(lgwkqEWxkXq1R~d1I$=M2u
zd{utEx2QLi7|~9Zy0$1<x7-AWN6@oE%a&=bP~9a8Wpv>SOtNA<+?k~(Wp?v^(&$68
z+S7>{tvP@8^=T?Ets>tV|ETW62m10Ii$&QCH$%o6og_6xX5;8OqMkGTy0x^)o_Dra
zr1<^zqRcs+{s2j0lN*Ir9)r6kdaw`^N(z00%96d=DTmqlq`qO58!ap{A9~I?NYF?T
zfQ^O<L3qeVDZ!K$;#{t15tbMbFR!R*mlrKdPftoRH#dLr-)`iO5R{wS9k|Y-5Q8pj
z4(Vouh5)^0`&&he52vcwbiD2$^_Kw!xbb%o@9(r7pX=E}UC6p)1Rxhqx_9@$bS@8L
zs1eAr;NnZ!LpBHw%Zji#tSm3juvMizw6Y4UuWysXRefWusi`wG7l?khma@oke$<dk
zHbPdIkx47HBDvtZ9gb0gH7bM1Y%}xCWP;z<F}<GKDM%6C4DAsKm=Y0QTsM^%oP2QX
z-aBTZ_DPK5ei?tRm8EL;9s4Bj5PCe1o1EM$s)qz((T&NeN^>~3+csKc!~^TfNXM7S
z7@gQ&4l$rEW{dWxhc?Y#%<&RYB{$zQdeK;Z#Z*=}xKvJ0zv!WIe&&%((``Esn(;TT
z9#OZ5cB`}JmCcWc&1BUo%}oqnmgJ`9IBpbQbicaM<1y*|<ZPT5Gg@syYA*cHL1<t5
zyvS@Jz%pQZz!%NY2+MNLC+eOpeYR39h1id<j*l$P?&xB5oD{QjEo&|LI6FJ3$r9J`
zW!{9)yo}>jQ<&l}M^#B6L7+A4B&r774;j!zgoN4vxTAdcuCc%nT#eAW!(JqqegSE_
z9julHpi4sqCE~%U`uP+x!U)$_NlB^IVtE{Z`LIBQl$^DZ99iq}=lx-Q2$*ky{ekGB
zPzCBMNSSdDa1Xh?I9+nXW|wse<A|$*MfI>f8o+X>s9*QBANRHMZ?*BB@)h$P)AMS*
z^)F-KzJT3^6o0$nS3F7H&%Nf#N&G7}R36r&P`_^`aoRz{o8#jdz<604kzxBT!<MR3
zS)%k=A&x<|h^1;@NBp~po42T6v)?;9XfiMNcJhz!a0m;bcct^g30>($&6cm8;$3ub
zWLPL?3TdszPiv<YBlXSHd)3Guy?N;W!f6IAvzfW}j7wm4*9-ZwGGvvMCLN8D^ug<1
zZt*@KnjIOEmget{EUBciR2MU(_hhR*b70O3S%>|3Mw6eo&04B1|7=9Qj$~vt<{KZk
z@U<eZ&7$dOJTX(a!%8_j*FCs1HDt6;(%?s$@C!#gU0Sh?dPzhRp8=!T&6(;s?jxLX
z@0!WAC4B!Q5KC#0cj&P3u;H#W+0PX;att(BNQ??aF;HImjG2o`V4n=|E)bebNy(d`
zAuX6uE?#vXr7*q^_GsXxf%irCdk?VGFak0>Mwc3p<Tk)CdfVF2;FJbq#_U05)l7M~
z#8{pvHQa}gVx9h}mA_oWqM8Kpzn)xLb5LiphHrxjwwvu7>>tE*{%23k@3^XeA7nAJ
za5N(It#pdoHAX{Iqr$#65h!iZ`~s6{<w%o>b)RCF822XC-#twf5w`W;wM8>G!?F^X
z?~|$Ia=8@T+FgD1kT-<KCpn;2Y0y}ESM6YtW`pr(2_dG}Q_cN_WSZLvEYOiXfwdGq
z8)id!)>#An?J>!(qy;5Ty1L}PD-m~4Wn;RoV}Ux;<#(ihCGzrO{D%e|<9bV>ho+f=
zix<WLj<$o!awh~pnDR80FpEU-<rN7}hEexF1m!erX${jyM^$2KPCTU-i`aX6U)jm|
z`+W&_Oe=!kJCPNn6!zbKT-ZkQGbms*c+xMp^4<_Lsg4#|kaocnVtiM=wpw`*5k0uO
z73Xp4h|}nSek?*%OTvU6UDz@q7}j7Nm>}<#6RP$&Axfm)l_@Cbm`2(qhTQCg7K~n}
z9$%?vk$v(TEVRT=m|Ar8^jv^Q2ME_6RnF-g9|nNQ0=O&aWf9#IUZ>8TLrx8c+w~t|
zt&Zl9sz`-R?#x|)7X#@H7FBwH4g9#u|Fp`p3OZ(L1jo1{DPoq+$i8UZXDg`H+6&l1
zFd$+Tvh#CExKPv4HReC;hW#nMlgyu6?RR^mQA_b<9{d@`dNL(tr%3zoW}wJsl(!9)
z?5jYb)n)>MAuOX9be_X=s%#$gY-!S0($*`7B)uwP9;Q_?w|!BluZ#s4aZv_Y>6+Z{
zO=JmsVN2EIiW==0|BLj~{@+7+X1OOWkw3qSI?0CW^P}3uYV%pGW~DPo$=e8@^wJ2a
zbfe{U@PGNlxM=DOUs|mrXmTXhr2Gl#;Ykj%F5Vb!_(Yr3FAW4gX;8D&|6$y>Mo$tM
ze{+&Mej}8TFpv7MWbeo2DT`GRz1e-v#tyx2!>VGV(?La_!oH7hcig)l++ks}|LKxh
zKvLF9;G{7{W>-S(_-1^=bK2l65-<NBq5i#n&DbD|4joq5L<jW?KA<6HP!+5!@xPQE
zjzAk`7Q8Qyg7lsWuWvtal7`9OUB+yR7Fr1V&(A*u6$934z5YBe3>Z4#`ol-(x|-$L
zPb=Z}Q9!2xS)Qo>1@XqVQy2M4FH?V!@>?cR{r+PBaB)x$0;(Nk>y|v3^GD!eUnrzV
zKU-p>q@oHxboN6U8pz3!(F2YWQ9HhZu6~5%=m54cMeV>jZ*3Y)QNuzc*Wc4)>EU58
z^qiZtCu$mKzbpI8T<BpjNS$*>%?isEvr;HKV1DfBL6<Y59EFTDsv!O)4$8?c!FM!_
zpG*{(1hLt#6S6DE3?ByCqZ!nl%SY}9ip^XQu{MxerXFeY|BB;Z(;l+#I|^{Sf}<kx
zU=U5KEh#mOUyRsZmYehONOP9;UR|Rc^HS$dYBT&2o_^`Q$swB_7djO-zSTB0g<d9?
z+S;2|L4!5#F@K}Bo~zu`P=}0UA&zCK^FVw5$854=E86wWC-ly3uC?eB%M3qm-7a<)
z)$j<=i1@-xFYihCuE5T&^1?Mbwk9()Q-AVf!N&!q0jZFp54dKo)LjArveD*|!R?iP
zdz#6$d<x_E{qxjr!_d$!g$BaKXzPyNk!2P9z>aBi-*q>J`X*`(OE;vNUNxPzu~Ggy
zWK?XnBUI@goOe~Cprh+ZwUXofg-{cI0KzdVD%yb5M9tw4c7cg~%rwUzDmHKkeRSte
zu!Y;(?VfMFy=`_vPfHHTu?n0X@=>Wryyx0^B6_sMCe!`%=M5lk{F6nn&5q=zU(r%h
zW;Qj+H2MP77Xif|r!*Z?BalV}<BA;gVp2~0?EgO4OcqtALsut}79d&3ja;!Z)L>r~
z78eg^EvS=y)D~+KP9ATE#!VJm!Z#pFd-Fh^F;qq)z|n>HnkChpG;~e#cej7Y8+lPd
z-`qA&3BTSkG}pLWqB2tPdkO5Pouhk2kTy(E6~?9>o7xw*;dd}+U#pT)<)KRB|7;Vh
zrEq7W;)2F70n?NAh$g$7-UGOFXoYxU1XrvG6gMyTRHvtm4=2ZmYka8}W&H6>{oGRb
zpLrTu)o<V;Us`qZT@@B_Bivm)ye;|XXx_mKf#dth<SNE-N@KrJv8b`SeM+N3hR6AR
z_Br$~7lkgKiu{Q@Y5l~Ou4MT=woy1e@<gspN2)>QajVFh`I(1^3$vF?o{mlCfV#!6
zXEH1`oXPJ}v!L}aH<98oCTLP(TuWS#<O#A4K$|FY7tsz(sU$LqR%UJm_uNgm9<#C*
zqHcM0x;VgkhZ_VKPcF_pVF*Y<znU{-hp=m{tQ53dh!y#bWb<QibRl58wdII|i#wx@
z?{X8G+@tdgYP1^(S=`5CRsV~mtAMI1-NJ~7beDkSrMpAA<dTw7qEgZ#NS7cTN(fSd
z(t=1R(jW~20wUcFf>J6V_4b*!mha8zS~GLG=Rf=3``ceMr_?n6DckEMsLXO8KrD<N
z`V4@`XNj_<CX~!_?9Z*-#2XOQl{uh>BCFf-AbWYeuFm3pn9h`&WE={u`86bt;Cb%4
znw4l#`mUCM%tscyC9U%Ts09{F1gq&zT)oX>9!6%j25cVUnLF*{hGiW+<qx=Y<JV_Y
z^Jj{X*O?U*OuVW)-;4fb<Y93RjHZyQ5K0^1VQbPpHx5o{ozv@*{<og++BmpuM;8DU
zDxPmzm;DxR%sscY(|Sfh1fXx5h;-Qcmn)}dvmjL*nw<+NuOpoA{Oa^ZT|qQ+X!XGx
zo}TFQ{yvt~H`nu9mOXKDqj=F_5gcv|lHm`6KdN_nJqp`)<NkHi;`DE@>{EEV3b->H
zWmEEvA0%63hm?6FeGQh^x%aJoW%3gHAmI}f3>r4hoGdOz{3B(oS`vhd+gVTEqZ4dC
zInQg1jA}B4x`@*7ti;WFFhvc^dDgCd>@vgsG4>shd-su@-w=`vjVb5^qnU8LReEij
zmlDA}0Z3`^ZoXVP=^q$a1zQo^o4W5Kzge}wBm#15aB_2<<gYZDiHjl&F;l^c_BECG
zkQsH8ropRW)>T!$z2M$tqB)D>IdWGbHgP^Hi8qfxvrO_Z8(8_V7YrwmzWc4wo5R2$
zxo2bV3;)NB;ap`36<!B+nOOTPY4JGsZBPXDbvu1o?^qWo(L(FOMY_MF!&qCd?R${n
z)a@R*)CS~9$|#4iFxa43HY!PfPpAt!ZZx<@G>devPmrkaNgD`bYfAsi7bURcNxbz!
zwBSij)ZkNlQC3G!nko+=oAo5inoCcX_UWaw<hb2=aCLMRe*S<(q)Lx?{K_BF+9}=F
z4>*5pcIptsW8d+Tu5Y7%d^~Ayz>DF0)|Hd+i9LsM`5J+4Tps!x`J=0qcWAoiq+{rx
z2|w@3XD#544ZT`|woF7%EUy00&BTpsNOz>aSK=V3;U!HtCRP`vcKuVT;#hgv`bFSs
z-?+>MO{wY{8QqiOXfg}uUTS^|h3`0Nad!N7n`MgP?*Xt2He2vIEm4zK7u35NQ<|Ea
z_q|b$-1zaM-eK^&equ@r#P(<&u^;$>yK`q}&`YPeO}~z9PN_&8T!Ae+FLGvyST?`x
zd5#+2gdX&t@!&t>Dwt&cf43L=?w;a>MCDY7w*08$j6s<ufu{<1k*Y;X+2xbtMWo$J
zBlTOJE@UfuGu#ww{q-ddJ{c`KmP%Io@y5{LDFd6*?7R8u4d9M51!4T2s*`nCL;cKh
z?9Egx9nKrInPVcG7V!%GRhj4Pb3&b%kHegkyxpkOubRne@}N^>GICx@r)M2SM%0Cy
zfJ=JmlIb%`=ZN5cff!h2R4)2>W=?*FPoz3y#7AQaRy?(Ib(o@PwNwkzV*7e#{P~EP
zG)a~II>@lL*TSxahCyNf1SejLg!UCyC8Zsnyw2I`#XWV24?lW2u6?gB_MI2!WphAL
z7LekqZTuVdRU`6L!!5U^Ia#d>d)fRR!^x9qu|nlSz&t^Tv@kPLfufj`2V&a3?bK5p
zJin7;<4aYEJ6!BBbLrWgcDqlIEoNw(N*aw5@YCt;GArXT4(zzV8+6{yxkS~ihWl{b
zu^Oy|JfQ0Y8=@s@3bxmyjv#=r2?(&zb2o7Mbd7VXsTi%&SNS+tE;IU_LEbQg6GKEC
z-g`#}6R(vuuZEWa`ckj>9reda_IjQ1<uRYAgb6Y$h2fC1XbJvnpkUd?Bl8MRWB4uj
zEIx{aokhdsV{ceK6Ejy>oJy70HE`le^B+@9o|sLNxoNiLw=u*TL!0p0V*`WzDP>t#
zl$aP{yq)Z;rgep}yb+o_;xgQ_t}wOlvwy<~BW5<@^d8=#5ToIBKxGm}jS1r!Q_og3
z@oI)$W(c*ss#t!x#ff&^{;J#w=i-wav`HUz$*Xji$yF6FxRkzSGQK(Em|u7F_kV$r
zY%pv(GTenD$VPdmgwn%Uoa^B+zG#<|RD$~F!Hx0@I&UX@D>J;L5!HKBny&6tEk~mQ
zbpf!v=u)%(ZpEd+>g|6mbxD-B)4@JoI)d0!&@VqT>PFAw5t2{%tix?&WeQlulS!d-
zyn2phg<vaod&h8wha5nVdut3gzvHPdI?bms^>3eNw4+g&!)QU_;6Jy6I}zMt4vgoj
z9?m!Wwp=a1b!85822m>1wMTz`7(pL7GBN^gqA^o(lqsi`WQk_l<9&JsptQdR3-qCw
z)MvJ;u8@7Fz*MnPk>9=C^}?EcC3Ex!yZumJy2NvF0lVwL!op-^R~$@ziq4#E1_=}+
zXbOoV?ehdZF2AXGerrNgaGRN8j}-4}RL><87kyb;mXtC595emgeJrexsboNN<Ga(+
z*sFx~nD+A2wYCu_z70|Kk7lgW@wl(XqS{5Ua-*CY>Eh?K95wKAIT!v8FrJfQk-ieT
z2ER1@m@#~-A>l|(>0I*CKZ|9Pk#7}~&NzOT-8t2J#8rF5#qzXR`rp=u*^k=BVR&*G
zW9ALN9ZcUjGZ1xnYcHbT`;|YWMn10k6UN{<c^I}@^pUdU4GuRiU1p|kd^M6QT9dt~
zG6;W0U3W>!?(I@6q`P{_{>D$0Jj#hbt-^>*gUvy(Ktr<2mPI5|DQ-J|mp5K_V5R_n
zDeJKnJz^OBpVGm9?!fik*yD(Z2v<%M{g?%+k=ISo#T(I<Lwexl%a>y&pPr~ZE`Mi$
z3&N7w!<qLtw=bK<th4tCTjo%I=v5gi>c>z6`0q7yXNJ;e(l%}je0=E@2h4h$(Qx89
zcWqKG70D%5iaqjYN4Vi<VXT+Fln6h%aYkY5+Q#TkO5lqVAsfaT#G;RbCL)hH!c{%p
zGscL@2CjMHdj0;%!^^|^R)<a(>B;h^G_<cs%jV+7?x{IxDV0jR8P0r=9ed^qf14+i
z_Tb!Ai9*c&v6>dx%e<9Zc{!F#sv2gr^>*rPsQQo!m)uJVSL*sv_su=8YSJtkwrwxw
zt53rUIdHXgzmnX0{A&5`x$Zr76d2o#fZBgyJoF9I)q@P~kJpSv9k}fElW=@wj&wzV
zbw~R%p3ZZL&QsX;lRQIV-0Bebk7P7@T>s98(45nwqN5qo0M{Y=@T2DP<-02JPbkv;
zE2I4%SsW|?1dQa9L#U#<zUZNy_)YmDYD=Gxn~Z^?=l@i2T`Rw^LSPF36M~|mFNUIu
zkGK6~7*y%XcgTmEDs>8EY5-ljZuNd!iE{V>D-8h)nhdC?33n&I2FB|sOG+O8pka<P
zZu~P_#e^erEG(<G#(rB9{~PYr-`}a^{gQ9r>=mNN6%-B(`PBNdc<O)w#RX#wE7@<-
zT}j+p4jjK%P*jAg+$$%y_jau%7eXe4*rP-`IOm641?h6tBJCnJ9%JL%u2M?Uoo7WS
zM@HkY&?a9Swo$VdeIt}U%wCj`k)k{m!H3f})A5N{Q$>cMjsI$MV$h7sOWe5l1S=?e
zEXlY1bCX|-(JDM!UtP+X*BZ<uppdb6DkV>;SKcaS-#sQ86+A<jq;fkM|COck`2~M&
zDG#?-*)X2TJ2RPQw`Tm6G2+#j$Wk9NiN}loJAEfWoB%P6NWzQ9zkVC3DJl}W;uFMn
zNsi?4TdW#GbQuV#u(7cz*d+3Xqrgmd^D*}vnVW#c!cK}OW?#|_Ky<&#DptIk53bAo
zt$Yq%HcKL5;6(tl3}SQ+HfWtSvS4u!QSqzb1p=#HULPU;ms^EKaW%@@OV*;-aJg3M
zI+<cHzj;#6;gE`E6hwx?^o$DFB3CEDdThqJq?Kdt7)02{CzmP4)~g<2Bi?e*r|@xz
zm42Tb_aDyHyf7O0%h3#0lQ`xtE+xyWi%%lehjdZ&DoIM}avaP#<nph1G}`TISg$<Q
zV(@c#_N|w22mMeXi&-{)GPKLN?r(5j^h$=9$yUv+jLfGuXmXEOb5yKFAN}FU>1?zW
z`!^-r_<*0Bfu3#YFVj`!o)CM|w%zk*#od0hhp&aU1nt-p%`KmB#z-phlfXCoNGF1%
z!?c4<<mG3KFngc<i1i1zjEp+pC|_Mac71PTDtFK?A_M<JMDEDKg4}||4C2GnEgF6F
z_DZBco;$yDyPu)>_N<QpNupUNqlR*{C--7q69Uz=oNu+b`kceoqWS)(*@23C?ud^E
z@cm(RUI{!%3<R)sb>#=KVRjy#JD8^U<ZW5GotZ=)gRS&&uWk_8_`6tH%n%H)q2^k~
zX%C?w!f#Pyjfx7zzC@}=LORU!1rw7cl=lfQi#q1;1JS6cVHZ-U5$AoQ`3cu6zX^DE
z<@{L+jY<^qH~;?WwJM2dR4#kHF7rQwEMM2Z7kSgTHA~S_QR<2+dj6VLmxp37-<VPd
zD}H}1Vls4%%2He6n_tu$&6cA5<hx3Ek;NKf<Q4h1PCITUoXTOkQoq?F4NbNVdqu<|
zC*Uslgo21UJXF0E<9<<~-6bVaFC33Al=$K<R#h_3f0dtk1hiyZ$74<TlknL=J4=(K
zW#7-<ffC7`47)eP9NC7Y<{Vb<j}xyQBB0Pg*EaG{dFTOb5^*F?Kd9bIU`ue--_09V
zjn!P^DUJ`z3nvDLR76?Xu()$@=j6R*6K#&d?A%;4Q>dmP)}&P>Qw$6LOU>bLPI<${
zl673B7{l}PgTQrzsB+U(N|zNPpo54;3KT@2ScZ{xxQb^|>h1U<qr%|D>7djgUtzFs
z>xwa`kU(@5Npw9Xc^bN2pOMTtgaV0>@1cc_mT&RinY$vu5)qEdYyr24J>84nx)Ns%
z;8#IGq*{8Ny7J+rONt~9G`hp3FxhlmDEYZEOWRcQCz)j#KR&*AOzK~U9e56B@_S{=
zG0%sdTPh@CQK4QDIMq?P5eh@$sGA!y`*-znDXMXDu@&>unVU8)Zm0d&Wup|D@)E6o
z#s066W;$q%+3|go-CwWJ;^+wBE2L6nYD4zJnOb4hW?JEF7`!joZB5mPBH@v-1Tm84
zJbyi_=Jq(Mf5`%ts-crOm_6qt>ST+!bXxs}o6#Sl9(i5N$P5)^^px>-EP5vCr-u)2
zGK;P%6R9ZoerOSn*HK8#3uj9lIu*CBYXt8@Ak@O0=^;}+%}hhk)gCr~x+VeGbUgWt
zGpE>dJ~1)MhS~R=b=L^6je4}BEo*=%Qc~))dy+C<+ITHajU1-&SQbg(ffUL8;R*tE
zrJ$VLSFnaaZ2x>mHuoeNT!F-c5^X%zQGT0A^RzW#=)}_Ss|#?o5ewOtlZKYdxeQa?
z^5>6O5^)gTDo|9w7+NPsZUAojY*hg}<~Nj)?TRJ*@q}-hASElNYhtIsN^G+#g-=G%
zAYWkMG_ZMoHGO>GlwY%FKYp+%+H|8`jn^HIp;h}+H5D3<JW*L)AIlVvG_f82ihjn_
zmstENJ!e0z*j;p-a<+jpCXDqyi+)0Q_ODOp_#$<$i)*AJLu}nrXx)mOHslX^YNKna
zZaoe-U&b&5L};b#ZQjA#A`%sC!xGIr#UaPM{Ni-xn=ZeZyMo5;?LIwsA)nO|-4HS#
z$u+9H@ne{Bg~eVB$BfYa!M0=G2{VNnUPQuE#n5D(wx{i39EH)fGCj>0RpVEM!|3Ju
zNo5W4k|n3QNJOnZzSQPXYfsZt6+%U4l1({B(S}5!5a;iQ4<9N~uRxMc5`>Z0lAQt<
z69clu3-a=mNj-zXZ=rory{GFBh+g|x9ttz&GGsnCa?ZYsse9kY?a^d#1n5pw6Q`k%
zmE*rt-+>tAtEpiR${x}a%j{x6!b%PO^Y3$WayLEMZrt#n`}zILG8<ljs})&iZtqWI
zdke%;ct9}cLqH4@1>PRA6^weOL5zi2;_I5Ij-nN&P+3r8`HqkMu`1Q3wSMDlo<J%C
zlQ+>&xQ7h_Al`2e;7-5egH7{j|I<G?8Jc14SPpCJ+v^Q#M2jy9xn}=8==s+FN#ABn
zndQSfGHXX#woC@)R8-p=CijV(k`xMfSM#K*-Eg?bRARysSr*gBBg!WUZYJb2F|lg8
z8;Wz$E8!iPR-6bcfA05b{g9b|DYVy*Wz5DRSTcQgy{Di5x0-CoEfSZcOL`nEQ7rnL
zN<G&J4fr{+WDMLe^>zlVDi<D0lUruDFD^hxv1HE0={i!&+rGZKLCGqP(PUZf<7xIz
zz(uNENtjD%>ZgPjh2{b=%uNS_@`H%%57E>zkt{$K#Evg)0DS*#79E2DQ}D>R9henY
zo4stFYal4tf87EeV6OJ~Cy@2xe}2Am5u{jtm!b}gk*<Pw5OBa@lmPlQ%;-qA24Z9e
zw%KsS>seYh=O2AUp>aap`lM80|DM+y#xD~bU8Pp8NTT|febw%!1ECp~-sgM5_r9eM
zZIbKGIC<*P`8~xR!l<#_sqKqFY1&ZDSh#ZWaZp-Uh2$E=8q~K?avSHf)Jk*uZa>oB
zl9+clH%(PYTDIZ2$-<<Xz*>2sS^NGY*jNaTzR=r$ei3<(34=ktYDBf;r}DmEVx!{9
z6GkZ#l$8fr`bX;?4NOxtJk4Qa3^Y60vwj~tVeF<$sB3prP(ScAqj2mAYkE4PnDCUc
zV%Hm~(ZDa@WbdaVz(&03K99GYdt$)qOkGFE*oOTj@G{!(tFHU^RspMknF5a#FFe6k
z>iu?3@vMr=4Bxjq{U^lOPgPieC>hx3d;PPG@FVDie1CRio7cEr4^emmCP{ngg8>l$
z`}a3IPtz`te;yuiv+@uke%3tIU+m8O{WaS+qAM@EUe`H8z#lV%><vIL3#ACGZ@?=B
zL*?psa0q&|)PW1+dLIL}$Z16qtkBj4!pkRi)=<ar_wh>UUhu>}TfFNXsPiZ@rIh-g
zZJBw+z*KI5SnE9f^n~2t=MJ_-v2mQLpuBzGFcUcw^eF^c8PC{30NRrHL(e&sl>r#>
zW@g4t|1?%n;?a9JvAl<Bj41f!E#x#07Iir%GwTpiin?(l6FHBF3njn<zCU3*e*ih}
z-~g=)Ck|W?ZReW<8~4BP)EK_eW2vt&$!xtx0!I@z#<@RbJ_rg6D}fH9%?Z*)a2<;H
z>j(cU#L|y(G6%Z4p`|=JXz<=y>!iNB0w%4eI~QjyFF(@gQ9vHZ-uav3T~I+~<(vk~
z7s$;B?#yq^8^(&shd<TLvHV7B$0{D|@^h=Sms4}ufBuxXtJ>PRIAHu;!kf7M>RU_O
z2}|3NsGDofH7<vacrjH+y~LK;<Vjg48BXGNnn^?TF+BV(sV^3Di1P4q^^y@c*%7Dk
zd^zr_$$q9o6g8QYTi0B$Fnp7-puRAoJn&EH!Ko+v3Qaj?oc8s!Xv;4D;#E_5Td*j(
zkNB3|UaywAa9vZt)^_F|?r&!FSx_8%X9jj$=M+pgV@0eNdsOEpzCNxW8mfo{Ld*fU
z`#ySv{azW&?FMBI2$q+Z5eVkjj1&-9ptXK?r$Kx%>DSk<I*pd)xxyB(Xp*ESf{iYO
zUJ(!wB)oX>aYav`q=_k_eUa@?<=2QLvy9l;9V>Pc8IWcmlsCjU9yrb5Jl~D*p&(Lr
zy&6$#h&xY^TwH*WWY6c%81SFg3V6Ng%=yQczq1fB)gUYk8hN^B(MbMj%%=igN==p;
z*gv<2DZQy(#|9gp&o|}vN#Q6a?Yp?~k^1r&VSzlUuE-%d!;Uh@f`_}8C?k=zF6)p%
zQ3+E~jcUc-DBI1&-!zSjKQT|fAia$k-TXI-i{!`Y!`Eu>-?V$<J~@lWZ{(amy>m;S
z)oQ@3HzoV*z_Kw<ex*(qgW=^_p>dPzRee<4w2*3+y;WDZ{nN`)>h6Xj22L7^B)Ruz
zoQ#r(b4m2_V&(eNHwKJ(!?)}Vb>kj+CP#lwuI;MlJUt-3!^4|?Eakhw7LXUX67=_?
zpCZnJhoX|^+wcumxK?PhPdxG~RC-o9wuwmGuj1BS4!d(n>DLA;{PyubT&dF|j+rov
zOS^-|CTSTJ_eC=vNj2hFeUwPNmXzZ9t=$VCX+c53&zW;C8Wy;|`88z&F?laJ=hQ|g
z<@P&ncM!Ke`tu5`ay=kfmEW>4t%9mxe2Yy=%2Y^<H0oK95DfuX@!DsblaQziEyf!6
z>#)?CQ-AGjz5uQy?C0aUm+uDzWPvL@^d^V5pc3D^fp{50c%sCtW%S^IpTFD5prm-7
zz*vmf{5-iT6U^$5AAj`_y1x^C552N>a0~%H%%C$n4}hW$fxC0U6%@QE(&PH^re`^)
z8yr|F)Y4^CO*)Y}<v`@f8{ev+Vo%J-?4P=7oGY=h{<{sbMiJ5`|5W@-6fWeRs10FY
z=8~{QPsjt8(uVX=p|?()cfSJw9I7fRkxvw&FqR1tt@u%$S;|JOmqk`DYJSCMo?S@E
zdhCr|N-Q~bb{{eDwLdF*cpSw4_Y||{tMX4}#^#^?gPfYoQtevDsWmgZ65}S+ayzJc
z3LerH0n5Jv$AMvYbXdf%KD+zt=KjA#nP&TxyzcJL^?%+4EnLDNYB`vs^X4Y`xf#p#
zZ_rT2vIaMled;xz<7aBGg!B}hpmZw5y!M^=1&^D%(&agU-r9a!R7!kI%C~PzfD8<w
zI=J<N*bAx52#MI7{i0mp@cC*d0rpcXt3EKU$jzk-uOe4uBDpoAtnc@Cq6tZBfL0#}
z7>%d<eS2Rf!(T%zWbgP$!<B;H%6B0Nly1%+eC<JbkMDPu+gk?VwsZR<Fi(f|=~tWm
zbV*(+_Z@JeVYuGBIo|-GCs|o5<T*zjguy_GX9Txlipo&l{dG~7L6?Q>lbIMdO6X|*
z3LCKbo=s<+T})>+c=;whiclA$PPF;@8g;XdJ`vR$l`(x6(uS_<bNU!uNp>5$iJ~}5
zzsC87J1_h1<-vY+Kh+B=+$#wW>T~>?&jciXsgNkJ0*m21LausqSm@ik@sgR}>2?Hf
z?fS#tn%rJXFieToDP<+YA>RwfnP}9?X1urUM%`I$cWQ}y;*;=NH>S^?@K8G`BdKfR
zUYPpE8lG4c7AZRWm_GOC;{zA|-i1A%YYYr_P>aBQZy%^Z{M@|W4RYda9jVH15|-M<
zm}$NA_5JW)P-+8p2y#zY`-H*f2H3p&(ElWXqdIs-;bO=^HzX`7N<l0Y1Q>Q6EYjhQ
z1;_5=xx?meWD|b26CB(<_O63aos%M_)P#=`*~P8DGHj;d<#9o?iT1jRQ3$1uh(so<
zQ?Kn@PbaSGa2Zvk!b{xfy-pNKrJ_=!q~$M6zX$MI+NY~;znjryII`0}lcRoym5bSb
z|L$+ny+vZ_#1)bU!N2!1>8NwL`2zPfk{D-VtZQ9<&0`Vfex)HCwU4(aq#{6X_Ed!h
zF0h2}_%Kd=7Zp_#VQo1jb<cRV-4a0UE*bZgoQ3rUzKb7T)wpJ>Q^}rg?OuG{#+fO;
zV&)EZI-e+JDCbb{YQ}y@@uf1$j-(Rif{Ev?_g-5WVF&&k!3r3+EFZp;Jf9J-jxsZO
zJEFvi*)wdti)3%m%^zU{-UXhs02j*vUxxb6Ebm9f8+xH2`~icuF!%chtviPTz8Pl&
zuRpG@wWiqLSZ_Q0fCX2}f8VgAq&gV0{0Dm?6cQhrhrp#fKR-YE3wp4Yv*{LFdwU#E
z%tI^?q$qw#8j;ZqA)D7@xm=XeQN>aN%jwWorq+9Iy{s_g{UjW{@!`I3MszLp?Lux<
zluDT}M}gfM>!DxZ24RNjim1Qi=jw~WAby&^0~vxOOe_Os79KG?lV?5iZgo53{jR^C
zQFisK878VeRr~&iG|$?TpdJ;6%|jK)uGVzr)mTsd34w#drnAp9HEH!fbB3eDTTeEd
zskSdu?-BlHjw2xTlFrq?GfRXmcRHx<DnQOoUe9<zqbwNO%~*JNOl5<9R<AkS$^1i1
zy%pz}C$4cVc=h$T<6b>W+~LW!&3&Pn)lNAEmW^bbe<*tL5xr6JyV#fJZ9YEG#*bo(
zEN?nX`<l;$1BGK3A-ff2`~4`~;o{(k1Q!pGv{40o6EOBgk%ofhdc8yPjy^LQgmyRg
z@L%ZvdkJ6=O*}jQ$slJ%NqDQhD4*mwc{`9hjOYH1)nE=cOPHpvQ#e}eqz8bZ^!hSm
zODEyFr^);KmIXz%0+f9*GgchQ(?2cUJ+^-K3^<FEKN8R}k=nq&FF2_CiBw7{ZQ)%=
zvBWvUS#UxW4Lb^(88iNNP<!_H`vrx*mN}d94~FVC3F}<P<X3(YNL?Fpi0=up`8M+H
zZO?SPWoDet4R4GR9cz_RA^sm>G~4n(n(lm^=r$37>vuh@kto#ihGNds*WC=Sc7J-X
zgg@vpCP|atKcQP|LjNirUp+Y9y?Xk+$@*%m87o)#CU7hp+lge(yk;(o&jgOdUH@r!
zRFd;Rew11ywwQ8>n>7?iEmqw)F(eK)W6Mo2dJMrBsBDLs_#}=K4?KYPkaHLSl9M~T
z{*m^XeZWrytN8qa+2;E`Z<EY4nQLLKKQu&Q{>j;NH;4-JWnVaFOrQ8Vq*G}5`_n;j
zhPatHHS4zf6_el~Z(ltnB{320s98dqWaRYabKs!%6`;*QT+pifTQyfSno4PT{G7k{
z+YIikM-SJ(;EUfB(<9@<{X!`1unLkhf5B}IcZ0om>22gv?6quzT<DyP?9UK~Na<-m
z^g7Yg-j+`~E=@4EJB&zH+VnZqb?M*s!+FYsQbft=cQmyZ+dbwRbX4+2D@v9woz8`m
z)}n6WM9dsL)j4IR4oM&n7W_9t{di&j+2S9+YchXlrI;xcqn^D@mzBFIYCgoymZ#a*
zVPU4|=1$*zoJ?`iy-xa(cEv4hbKUZD;DYF{3gTGj*FP_A#5N47_4sOc-x`Y1({){&
z8NGG|k9)w`XClTp&$e-1*E=?|l}JGDrAlz=^EX8D)l%1Aq?Ek|5BkA?HIYVuAuWd<
zxbeVt7R=^0e*MZeD3oO+8;!BxZ6zc?Y>FxLq|)QlbPAFz6%B)QjNet2gH;f~$N&#P
z$Yo4Y=E!D;jWCy4AT5uE0a+DqsZv^W&`l6q`7+@swE;0L(cH|8mT&1wp(raB%cZvc
z(<{88ObJ;plpG!LY{Jzm*++IcZh#9pL=hyVrgnK>oHY;-5am+;vA=TN?6EzI9?Lgt
z1&*x;iAk<scd#>|CF#rKdf2&+)4%=r{*Imi9S&H^%@ReTFwb#PQP+bWrn#Zi7o^+v
zBQ5k;@Tc}7EyCKyr_*H(g}?BNXU6wuVHVB^vpW%?CvDU8tA;bnHng}1svA32-0)X}
z|2)^T#ebd&oVC{8M;K}?zwe+TV|QQ3GWcyf?I_B#+;5O1n=RGpNJ~*UZy%MMW>1rw
z?!F;^M{S3Vc$RwRca7gh6OGH<=tk~bCfF@hRb>UAjR&uS7q<v2E2~AFJKKBATnaE}
zfRr~TgkLM`kV2vu5l(J_B75`Uzx2>fWdpB<JCBZwOc*R2+OSs5FTY@5#QKuZ^(O&^
z*2BbJMHV08#AMg?7+7mE1JU#U{?;Il^Kqk&@$$eVbUnJ*u5(XR{|{<A1?^l`a_z;R
z@*r)WTkYJw%hfN&l%B_u9L-+hby#y+`J}Khyo^8f$oJ;M-A{!@_#5d#i5~`vTzh(P
zqeP@6xz6K^MPHAw-T!8e8zEDBmS-rx+ahH0ZbR#B6fNKVK<PikvLT;#rVbII=bdDq
zLjGlsXRve~Ir)9TYM-N&U1s%Wn51!v@xuA>rrkH=wFN$M;1`j$G4gjziba30#=O}r
znRimYbgd$UK>o-=H=wpyrzr1JVa&szgG>qSilU;TWv_<yxV!q8aNH2m-1qMt;O6Tp
z`ThmVCmJdxx7+V6TJH(oGBHWpJ-1U%wFRLVm=&euda)+r(8jCjxyM!$zEw=qm=`Qo
zP3z->MV)&9|N3lK6>E*k)mew?sao-=0R9v3ouzt}H)Jmg{W%?f#-!BbZ^7D?YCjjb
z{!R9c>du^Gn`ovW%%k09R>3V&ipyA7jM-6iGQu3w&2+)91X)>Rg`^^+(6OlSVaK?Q
zYIGW*11jBJUD(d*d(l1kHB|7LbUo;-$(o~1T3XxP>p1R^opg61En7UqDXjU!)jg@M
zU8yddW4psZ)y`{|ms$57JT_u85ijpFG>>5KZCkh-m}nF{s-SO*{p|0f_gVFy+nxUI
zo^V{q`dJH(Otaraf!`N|NFX_!L=Y;Be=b9aeHo@pFm#51-}<!jrBB6WWvh^R_1M#M
zAQ4MHW5TMIvQ=AG7mW5aAvk4;8d9F)2iIA7cr^7I64g~wDu9vQmn}HTvbd_A23Uui
zWWc;fCNThfxRGojnRtHulm~<l`@wxLm#}guU5r#pSlP@H^C-Pad$CH#O;HYgOGMe8
zbe`9iEXpCS|Ldd!79Y^^nG`YP3np)<3#&$J^4L~BTFo4u^5#Ek3TM3}bB;b$gb7f6
znlYQ5-fh`in_2U|arzt*j<bB7BXQN~p>a;~^SX~@nzn=y@904?8F#uQ6*`BmI{z_<
z`!{~U$$?|yM%e37w_~Ts2XjfE4Rxq?0ykde7ZpH!5><B4KL^-5QZ=q+GD}FjtgIC3
z?A0zE)rW*Du(m?vDQs-2Vpg&D<w9dsSVYCe!D+1Q%M}~YyFrq%Z!~8jW`sH_*T+c_
zMW*+2sd=VJv0A1-JZXC1S@=ZtiCo>lQ!p0V_Bu(r8!RHgqX$z4W=P#)J7lYeDlttx
zRI?{~)ER_*MV>jHF=vI1b1?91=(m?TzR1^GSxnWrR8Q}zPzzaggyQ0}_tOYje-0xx
z`1nd8!lBDy1?Nh-QzcEF?H9!yb^R~#)THRt-7C&MmkoSQ4dDN41Ia-;8OAccQh=rS
z6t?gQq*y=?<Iej_a^tV_y;W9SE3ICu-(U39z`XfiYl|ugRvQC#NTOoazysVkBJwO6
z+ue2%R@si?+Z>p0jd@^_T?Q;c9J0O|A>|t+AKV%Q@Eg#1kP<~w9#VkvACc(8vJoPS
zAc(erwz5+&bKz@_ysjV(TnTI_PJbRad~>h8$ojUxotaHrJxZJAR{fD8VWy*xvQTE<
zs~M_g!Y+1~yEz9Rrhfw2tMj2vYN+i^SFj6|*ofw%I`B1(wvx+)SR@}MexleGcHTQY
zTHtuyAIFP_kH^W$y#UVJ?5OY|JZXYl(!h==QjsL>e3qsRKd<{8^lbd5bi^aGM0UB4
zTpoUo=uC^|?UUSQsKO^8&=DUXnMAqHW1YXYHol?wae(Px@TFH{p_2(A?IKUu@)Gv1
z?|i<8elGDo){f6N-B|xa%wGM^Va2i_fxy9ll!_6Z4v}RCd=`>{=c_9#yBxv$9EkN}
zqXXI({9%Y9mG#^KU<Bk*5PZ~bZT=lVQnG-14^}_mWr8-ciiK9N3U+(|`9*QYAReV9
zD`v21h2e7`bN!h(F!w=A*VUbOMF|4S^iGH)+xO0m*v5Yz94|>!X)u%EkVLCcRKwl`
zH(V)ZiXdDmtbGw&UdcmHXsoA-m?59FadlE{A%zdnCX=!;I#+(Rn>Rt}eut{=Gkn7!
zh$JAMx3F|#zV&p50K1(~JO^ek@O}nstk6(QJbZj`1!R(tkO;cTiY9}oW$rP3EjEz=
z%qL&%*qv;}uPG75DylqNXpg7kz+}0@8o5a;71k{u-dB-bGujwGc1}%#C1feXf@h}n
zPc%u}H=ivf!TD>ORliDk)0m-O;qpmTs%TuVUM_);vrp00Ygx1%A5L(c*INct`lxg1
zVrfII+fDlIO2*390srSfjD2!TYT(R)fB)-uT6KFW|Bohp_^_ONWo%^R>BuGuUTDpi
z{P!zOC|)+#GeEssTU$Fit$|Qe6z?Y)Mo7a3!sn~Q_cz$FuCvy5!fv5+@NxlDpSy*s
zDq5FE{M&=KEMy0Y@rR5=k+6h_Q7b~BSx9hrdv4U2m3efuS_4CvU0(ifr5GD>NI@o%
zC6hi8wsx!(72RepDhzMOx)ivefMmJXyjh1r6>lGZ_i)~%ey94lB7Y#52|#8HMoSBy
zN6W3@x^Byqvp%dJJd!Z^ckE|)wzjV27Z;~dUTLV@@Ti~>5v2P@+L;+VTEz?3^AL`7
z;lB(Ad>_z{lHsbhr-U+n^YrBS<8<4=z^Juh?hpUm??MSSda^IzIrQO!!QQSuFj?Vd
z)N9NS{8S$d9oY5j*C8JK1vr4g0=po_><k)d;PWwwh$I6<Ndm7lsd+QQqFY*Xvm6*|
zitfx`QDg!oErjx_605p6J3}V6rrx6mHPZvII)Go#b5X(I`2i<|l9K1w_O=QMmg>VL
z_>y-|&SIvrva{EKzzHdp`>E5LkLxqD%b@}4Q`_)0O#*g$&rgZQE58g)+}{+#=3Mhk
zg4@*JS+3uKJ*$dPfL}&LWo_JNS6!!VzdA@ZBz^7!&W0GaR??LZSz6$qpx&w?Ty%69
zo#EJ~m|pg$+&17yO)16p+QWNzMcx!e-ZVwtSVi8bIdNd+oqh_6!P`d?5|9N465I+9
z4HjmIs*%7P5o9NC{P6=BA4N*Sx6Q|p-ZMNp>N(xD6>bG&(;q(^A%)Z4*%_(+pmyd`
zD})6J_~yWaM#EGLRY~Dvh3Z=e%nzhaI4!R_UZ~}neveldq_J^#PeT5IAGUGNpC`X~
zk>B&;Hw_Biw&=#$Ja$hoZI`!k3l<Hamjx=9Hj!?}TA+Kwl^0ABu)e%?qcuRigYI2P
z$;x)(fmX!LH4>BVkI@pgjS=j#q!5sSY4!bbtV$DGEIY1shmx>^iF&J&uwBxShRB<i
zt@jRScRbg5N%B0)s{Q^rqPo3*91o(Lu_C>3UV2kFM2J??UZ0dQb)Fgf47mrs+m+oW
zO@4nGcMxW!Z5c%v6Apyj0g9hnD`y30^~vE*QB{?@-evan_OcQdAV3ik5<U{(heHE;
zqN=K@R26B61%}WrV3i<jYS<1)gnf9C#x6()M+roLkZMroQ|tklCIAMiR~<v8<JT%R
z<O}>iBK{cNHS;^VN43rHvNGMTqQ7=cuWZ7h(j;|794VVE;ThS}`eW4qWH%qY+8OG9
zM1ajoxk~ALw<!cfgizaz3dFR$rO_;&5ucNUda1C`CT<3`C`}qc;h(<>%Ff87lRHAz
z%2@_p{M!2H=YHTm(R`x#cYCru=X^5<;^`_E4ihpmV)|C~Wx~=R%i6=^!xG_JsDR(T
z>6@9GPu6>GT8C5V|0*B0ht{b8kSO>`0bGY0Xl7=nR#3s+eV_1tpNadNYYn6nrKhER
zhEU#Hw-l6>+xY}6HOMR=BTp?)FU11=?z4i!#7{3(Wp|-WjlO5-q_B}qLm7cmEYdr~
zY~1~kk&zHP`%;NVg8+maAjShf3Vf=PSH$ee4y_}})Q~v-gtrgtX{#zn1d>f#g=8$c
zyTi&R%Omk*iMpkyexESz&K;kJIjEa%%b%mKQ+qX<aeR%6kD?Dr_}s};bo@cyAHO`f
zeG8OEj7W1$&i@{gYmoC_R7B~rJJ8d^L_@ITCP~pkUS3kNgoOKoFa`agH#PUyU2}6y
zKsQ1Cucf7h;NOt!lYqia?xnc+MGO(kf;1?4B5)TE1@C#tJ%`2r73x(^MK?f_V5<S;
zBtM3`dt!nH5&&+0ca@~?T6E(*{^urAyh+GCdsy(elw74$mpt$SO2i?)hHHcgjx{)4
z_g*cBoKv{z@WLrZEMwn>`8Um}CTB9?NN9hD01tPbDjMq`_t>6AQx&`RQqRS>i3A(m
z_~JJuB^g&gZCin}$h*5O*`uYm^T5%iC0PFAK>i{x?Iq=bij{V=hGO0@c%*kPEWBQ#
zrh3}?Ifjx4acY76l%-+oO%}qbTu$%?C(khyfD7Un2xjge9YEOVlg{i=>EG;d>V-DA
zui_b(8a+}ai}G{vYqH$i@eBx{|1kN^=V%CCb{3Q%on!Q^lK?r@gLslADmLzQFZp#Z
zd~lHi^Y5ompVpL3)m;PY1L;>p&%5(BqEnKRa*wX(f!DadsyN?ol2m086}wnJ8)@pV
z353_Kl^JWg3}{$3{JAt%es}QSpRKp0rJ08qFIPAI>J%9aSHpehzPF^>=^+Bf;#so(
zsUXYj%yj4B;Q?H>5WG)dseYwN&0&>Pkp$Y4XD|0J+t}K2c`a8PhSD)IKDc*Jq56JW
zU|=A0bUeREOGtmbur*EDP>h>-q4F+U0qy>L_6eKtTF=%WVOiPh0zviDCSEJp!}$7O
zEI};$dnn0L-oO4y(p5<1(^i+Yl>-<!DJx4WZ;wQL9{NSUSJ`4tV-*eudB}5t9H<J%
z(UL3vaiL5dbonW$n*M$*NMA#EIW}HE8Gtm=#6;50@F%Kz`C!Ox-Te$~yuGLK<EN6$
z9Pd|Rfx_J0)zxma#3*La<>^MatCdwKQgt0~r`mRPb-CJ$>QV@`-I5OQDff8_m0KN^
zG*syZL|U*EFpS3Jy#j={{~J=N_e6ABwJz^*e$3?r2TO2`jhR9cHV1*!bF^@`B?oMM
z;2YP4tE0{Pk0VK?aVc;YGC_8!+RHa~`TOi_nPi>f?+?%qzXmxb;+SEWx@E}*^Qneg
z6>m4)P|Das+#3+Bz#P!2`~YaY7>E4?H^dqhBirB9N^E!`5j41}Iw1U`605Xy;hgs@
z!Fa(`qq5#M0N*B5sF>0Ko{)F%c%d{Lf4(aB8Jw|PVT(<HdmEB}gv7)OKI5&kuxq^&
z1%n(2!k%#cH2ts<3y9xv_Lo!A$CoWRKG9fV!S(In?3{Jj^!N8~L2>cIm@l{%PB;Pr
z0=H-WZftPExsECK_wzH`!=w~zi+ruK7~8#!_IV}bZq8q;>l&-D{k3cJ@m$cdssf<^
z94q|t@zSFQ3CYP%2kZ<iE`dtBvomTG=yQm@;^yWiUE|Je{K`%@p3qEa+aTu#lBIcm
z8FdcL&p)4Zw$u;*@$<EDGoM<92HcGaaQKVe<IU#o<sOT}e+^&B$cPf6NO12cKxqNj
z8Ql2IT82uC)Nd;J*maO;D-4NzRBxIY00#g5-LUf~Cc?slheA&jx%7$IOtuaNKKMqL
z{uPvq|9_-I8<&}WP^&(qb;7yLDzoa<0Cf47^~Zo^!MOWKxcMdRz^v<G;NVXku(rVf
zQ$cU<!z32~4V7Sj!4NU(Xmq+n=agV9JcIiqoCL8Jptty!FqU~AULiBUuxz2`z|aUN
z%zg>#6OA4D3^+<j2AxX6LyDo6>{s*lmazL^n&Q6O+Nubl3zVh8@yu)0TxEnM*mdC6
z+}WfEKe#tRE~mb!Y5FaD{nAmZN)tn7mVzc;F!1DziHW@7;qIOWmln?}o^XKSkm4;c
z5mG!ZCo3EHRJ}T>r>~C{QpZ7;0Xu=aDIHYcg@n95FzNzKA3DvP8fv0^1g)9TwcN?^
z@gh8-d8e`~8q+XA_{e03#TY_61pofrsw(}~6t)Okv@1zd51Uzfv0Ck*WA)NwY05uU
zSc**Gd2NYXNC7_I&_rp{8o2X7_z0x_Zf<QEeCJp3r??F?2Pdb}T;|nDfEDdvw*dPc
zaFC;+rPa5U@4KW^lnlEIeG3cFKZ%Noz5QF~_4si@c6N~Y-f968Rmd%~JjhR60<(}B
zx&}R?ykUz?4K$bq_1b9IqjaI*z>FBPb%#CFR?`(?Xu$|bikZ$aAv41=mDZQHdOH;q
zPV@8SKAe=Vb8|7v$1^LQ{0&HZWnKFIz1?zGJXk-DjExmesb07u9s+qcp94tp1&C#n
zbsp<{rJUp;kknaI^Aakk>d!6`I4{!l64KHdApXlen6~oz01r=qU9a84AXL!Y-2CnP
z_r~_BU+zsNnM0xuNG@<EVXnebyv4SYnwi-LM5^2ewtOAGCMMFBP%l6gV_d53Q?VTo
z6+Q?gsr-#~p}TwPK=p(adMi+V!#6`l6#3BF_80)IscGb$MV=vaq*#h3w=zHLAC7~&
zSx`{(6163h-0`s`F1o~a{HGUdU)56lng+=lxWSsX1T_ic>*MsL&HxSI^J?Eqaxw)S
zz*#|3Y-yNlJO|qZ5h0;B#j_KfJ_Y`Bb`qAQAt12grP6Gh^Cze&iP1u%kvxoBoE;Di
zNl8pRk4A`dkcN2oE+fR&HY#=)6Nb{!(0q2SnSX4dp9{~KT|(maUZoU>5PEyjo#>wR
zgGJ~l9`fBPO;h1=H*oaI)i;5_9C+%Zj;jz1r}^p4$R?0Q4plbgRGM%KlphJTT8k+K
zfSRk;g5Rh|fdmV95Fm@ykbF>^;2sP~D-bFKviCJe+k|JHjuiEv9hB7-Y7otTz9(1#
z7F3xL881+fNYD*k3fNJWExnPwRl_VJzH8`kTnX<1yq;uV?hjlQ!!vxr$qtj=$B!Rp
zIBLR`NU)G^3cfq?sysWr=x@yLfWZi^Z<NH$YwPPGGBWRK?^M&357>zS(3XoVfERl^
ze^+*vJO-lY0MJK)3Tg%G_{sGpn54m!B)_bTPwx7Xmr5R1YiC;`l-Clj*2BX?Yj~;O
z+Fz%qH?*B~43`Fw)2O%R8Z7O))?pi(JL>q-hz^6-+Wm4WU!5s0l@@#Q5_3n|>GN-7
zhOoen$}Kiq{sTveJDXRf9mw`*u)=W|F2CdW)C=rk;SA+Mt6Esd4!(h(c$HJY^bwqO
zJizD-ZoUa<aB}%eK+nZXUuQRv(a9gE7$p|g?H-}gwsR;VE}puZ)xHG~4|KD)vSzGA
z_(yR(xk;1Wm6zX^vB=;|9d~@M{BBa56tYi5;NGd#kESL37RpqtKg)@O34KS&i(inq
z4%VH9PK{JpNWzSeuyEVw&!0o@zAWAcu;azcmj|CO6DL3{cr-Z&k`)LLh4*Z-hx99W
zD?K2N21{{4tlXEd^me(WzKPpgEQqtLgVqePH4WJ4alxS?ywggr6aUA~4u^<{!Ct}&
zAS>+2=sl_@@N~g{h?4P^G(@UY2y0qfFIVBC+k`o4z}M7c^Bdb~&;=CqvazFLZ#Gi8
znYX{g`R#5yK)(a8Ldf`*(To?2JqZ4;D~|nPvL9^E075lQxLul`p9;WqVPOQg8IhEZ
zet}aW<+gwUA5nXw)`AxXGvK)*sUYo<#IV<fISHB^xkaVePBIHYnw8(1Bfyp~R+1t4
zV+eHQ5=Z4)T5?h==3al>h*`M3+5)5dD)q@yrRq{rQ=w_<?~J8>>8wnl3XliI?MCp}
zya{%i%25zSR)WI-UohMrn>#zVzw^(ecWnV*1bTG{GyToSV?X*WMwEsC(oyz@l!^7g
z4gwnQmW#6;semIvz@K3MYvkAM=jVrf^I)5#->CN&3^{X~n=OYUCd0|HP-vuegwJGj
zk^w0yy*)j*R0DjWxpI?yhi4iWAJ63~K^6@>-1oJ!CN~UnJ5iAG*7wcBJoRA43Ium>
z$0PDG==wj}+<^6`mW~e0T5l$%RP=yO7733?RUp@_Oq}1R5mCo)WA4%GgQfA(-X2iS
zYWKVUtgdT-+ZSfhNH5%;6Ht!{KNS56!>NLWN<~FNTbmLv-odg0utkVkj|Mh1u!x~a
z8g*pj;=+YN$+Em<^Ht-2%s%KREz7Cl+Gt;dDz$ugg4WgL0GtT=P)>#)^$hswSH0m>
zz$P1(ih3@tFUPkEpiKj>s8XvI_#3E)or9Oa!3c$pVf2R$Bg{*kqw?_FRGPa13P4`f
zJC`MRJ=`w?TXg}v7EV|1p06gk!1yu*AC9*#COZLcDkut^@4qC#RRBJoODn0bUd0=i
z!h$^t%<EKLx@pVd4gqk^h^>wn2NSHsS0P*oUWUQCqd7v)U}!`D&ViZ;Jj5&=4hXnz
znAL&g0(h|@KlkD5Y`!CZFuI4&sH;GwN}Ajo2HyoAUpx%S?~F^ASXyh^%W&SqkMrgY
zGpIFPrFV^R0mn_u$tkbxr%;J?gBk~;gu%=wGt7RdM?fDUCqgrT#~!q@Y@#cMe7yeu
zX%p@qf4QB2a_GG}u-%xM#GwVDZtH_N-CKXSr|xCI4+n=9vfpFA&X8d-|GG~}Ma3Od
z1@D#zG~ECUfho7acP~hZi9n7Bd|)6*^#HqgV{@}^>&H3#ITT_#Y|F03Dg`D5P6`$Z
zyy1xnb?5@Y=@Fi5uZ>daD1Rny*8%AapjR&i?jlB!F%kxY5hI&6@MS`H=3A?lhK5Wi
z+no<4d#n1v-4<LJ3}=2pa|=t6n5h(0G>D4A!aovUm+k=Z_6yS&Z6;$<5>dul|IW_C
zUT}Z^(txy<@YV@nM6Y&#FLveS<_7<zQsF%_3RQqJ1|Y?hOh2{mdYl?7l4u9r138Dz
z(9~4DbN3kRQGxRV_!a`4W=p`Pgc<y<U?qU~=`uq{xV~VOy$>mfM!g}OOlUIjRf2NJ
zW7&x_oSOyQcO%+1`0@eLEm`SAdd{2%vg1#%^#*?BujFZcxGdp);DBpJqesWiu8?~)
zz|lyeD=a#NUmtS$K-G=RH_))aNz;U2B<RvgQv1z$sbDHt-bau7YaJ#^!siCQsg}0(
z{c1BxMlwHHs7D%-^u{i{y1~KnaGR9S^El$(cpe|0n4FyFGa*2gq_tA`18!^er2N|3
zZz)n`>n=gWUL^R#vD>i1D~;UsY$?$FEql9YuyAl(MJG`(-o8BC7Pq(e$f!}`3A}Fi
zYNn}2Uw$%q?ClK!%L7nY(*YucEF15pi|x^fkdR9VTO4LuKt4*e$fH^}A0z%4@CQb{
z^I=NNqqJ?8Lofg!D8ae$JT9)7eLHI-EeAdV67y+vP#(RI&0GVumjlI^l9d$)W`Z;R
zA53^bqsOJA1pPFm3ISG}>!o<s<pf<sz30}FuX2G<gHJw~Sb{;ku()^^lp0IQl5=mm
zD&CRFNi?Li0r#%3xL7^K0aK`>EfK=-N_-c9;EMcP-|t=;&V2ImqiAQTX`mb<4B&fW
zS1~U+i<`IQ*JT~JxIIspjv%DN!G5ZlbT5XvkULimM{l5O3+kUyMmP*lk0j|!d?HBB
zw4m(4AZz^FO7gBzK4e}%ayrCN!sT7)*t|3POdX{Jkr6-&1=|XdAn)?ATKcF6R@THQ
z$Hkr-!zAw`#;Ke{^vy2WIXlO}2?&dEO!aRj{6*>>yE;oos9o}wJGZM}6bNj_#;M$M
znU>`M>FJMlZ2>T{4DGxVeTz|DOY6ORV5J5ZqkoX|z-%bwngZqU|Ay(VL-dAE7pxY0
zAoFSTOD`lI_k8)HUqE9ADCa%FVvUCn-c>6&a1Pru^t~-NuhB_Yefz{ebOr;73%3Mj
zT$nQyLu6Y)eGC$NWl-GcSLj<>>LAel@@>dvL7q4PeYn$NFTnSUdp=}U)d_OqdK9J&
zUVN}4hfD;e6vvU<JTU7ZcNh#D&hyP@g|ra>u=Q*5!tlyRzq#jQ_=;o>vh^Gs-Y#{}
z6JR6#OMoM?rwg004A@fzwqJuYJQm`_Y2Z$&5z$K~B=8z(8L1H7UxF%Z#9s(^E9{^^
z_(@Sy28iF=w~H_)#rVGx0!$Pf>N?;yO3flR*Lv#p?&ZV2R6eBt1gRD&0rty}^YYm0
zNh;>%bV$-hRTTpN&i+*@`(B#`b~`G1hDNiwpn8GLO6RC7lk_!zkXuv6YgF(1fb$@1
zoWo86?}E|H+)<YV_eX9|x4{H+=tJPVoq~K%x93?#!HMHaH`1b$%0WGXPSvO>E6wUm
zpFd2~hymiLtpIt2+W~&6*BRb^0_}@#h_P)1z=}{W;C09Uie}SrgQE+#F_Psz+Lj2w
zE!fzMy8Ft?%9e<Q9sd1WlGJUW^b>)*5%X4HjOw(ea6R{rm|^<S)C7LKxRX6!ze02%
z8$Eji166EzTpWSXm-*P37#Pk=RuWb8z(h3_;+99b303uMMhdkhU+KWeM|E1S!d4As
z2i~S<#4@tM=cj=J&x&it=H|YFRTUJ;bcvQvB)lmL0NdC*Ia!0Xe9UvV^mr)UkcwCs
zlN*ykxCo#L7UreS1D`5ho^NKmu$xSU0NS@n#D-*t6m?CDgbx=aT8_1qjyakvb)ohF
zyoUFlH)f(=v_O`(%(&EX*%KI?Fnw1?Pm!F>NIaa=g6Td~>79myYL`+M>^oWMiIDEo
zs5#Fc@t>s!pC7m|A@5uffFGso5i4B8DHLeiz_TuLTt0)Y6P_NJ6qi`FKq@={+(w3v
zkb91o*Kj89RYrzVQhr$G9=JW-6*x&i%~-F%>>_Ssx(3Z4?j#p4uZ^4At(219Tb%i|
z{nRQPmbzM6#ov7RpaU3t2W$|7y*lp?;CayoWyIdmvEEkiIW0?%kbvtzh8Q#ykfN>#
zmOtnA>R;h$L&pW0CT)lofz~r7u}=w?U;OHOm;<0+QvEB-Xk~2zEh4gVm?jQaf^}|5
z5)aJ$1jNLpsogxBoa*YToe&loDSx^sSI0#NEF19uGYf*x&S3*r($$uE#_`(*c)+Nr
zZX?SZhO~@2$AS}Rj^X|qnV2XxdxWd<5CiZuNsqPu#$&YD=-CxTKvABIH?D~xybZ{R
zue9z4XhHw6d><~fE^x*kK@$KVtM6{>RfwR{pW&&!-il7@fI5uGGs@hBBF4syVfx`_
zR*w3+$_Ag~-L4QL>>AY3XuU=Zc4$LkQLwAsd46_+v`-dHW`r{aE7)IFW<huc3%Zh(
zZVgRM(9r8u@0pcFj|1HlUegB;in#w;LvAn%78#Jx^|d!-_HCsY+!B_SUm?X)0s5LE
zomWdRV?w*z<R~Kr0x<&vau_icAnz39`9Albo7G-xg@qpcafrgbxoeL!te{1PD;(xk
zqsiy<J4L0Xn$;1zurV-d`~*dx09(0j&hMRudmV1zV5I-E8AMG0S8vAdm0D<P;iPpo
zy~xi;!BzztB0T_6GABz*N(>L?z*!G^my$>h@KBts_XIdfCreV1lcJvIV8Tk73gicu
zAjNIj29iYsb*Zw|lRBU~f@sL~jp00;(9h82fOGO~PptuG3thJ))bPwq+^p*ZXq`&F
z7R83M!kX~y7sE@nV<hjpgrtRp6a{JEPE>d_4Fe7C^ST%n7Q~CY5nixcZni%bvsn@D
zCqv+Gy&zyL!r@3YG-8!6v|IKBYoibag_LHAT8~Av9>rwsBUXUs5Et3eN-<a=0|3Mj
zu&c-oa5OzVl9{~*@j<X5E8UmnzG9jRawMdpzPuZh4o@Av2A_>LktU$Bfdb(jpe+>o
zVbYmi((MWS)?7S-C%o^aK)0vC=o3ioEHB^5cE(|3WYm>J`9dBKNd4d~z$??bGvl#>
zz5CU>IT`T|#`P6|t+9zov4*`cfR{~{!Gq$K^KW<aIb&?>?3NBs0EP8lRg$5DRur%`
zL}vvgdLa43ER9?t5MHbdEmDZW!u$86x!yy0d3n&J9{`it1JpY(YtTu!u7q5L0KpQC
z(cNVw68sR~Cd9$kkmFNyG%lQ5L;RcIl=-@%;uahY_#>kzUmu?|<kqHZ1K|bZ{@<FG
zK-1Es{w`UxE8-Kk%)J}^y0|zBLBhL7XQI2D^eBvmv%=~Y(FL)tc6re3Lc#s?aQ@k(
zGm=Q!$4;LH6$83z<l6(M9BOEHq38PVL&DnzYc1FXbZz}9$u5eW_4S4_0!jtshl6H3
zN-gg`Aeb`$Hu9V&DgbVNXPby0y$V^-bO0(KO|Ufox=tADPp=#Bqr;uy?d_cmL&O(t
z1^8N2RaJ2(caH;PE=~^`x9;pf#KVu}xz`I@z#=>vkv}sCf*-KTVWg048oXRU6Oj&0
zUnfr~5D#l%j{>C>9s;+cIds|YEs*952A+}`bZ1*KbjjOuP3C*dapUU~aMY!|f6>GF
zegJ?#OsO0%CGZI|GBkjA0k1beRB(%cu>_<vExXq(xvN302w<nf_HpvR{mxu)Z>HL|
zEeb-m+BtAUVHgJRS1yMbl-e*e$;!S0zz-_Y%PWa@z(h(3-fjRYp*`$UegXf*qRL9W
zl+YwNdDh~YM(`}ZJMr-G8LigFiG}S<R4PB3CW^dVG?Fe@cLw@YkYPl|)4_!<{D-;c
z(B5|f$m>23X^y~I8%uNGpbBs>2!-`l^F117AwFGIuK`p(T@>u!zpcf_SNDJ|3zYhp
z$tKgiC=?ooBSicP!^2MW=2W6OR%AOV2TS=l9Y--3Oo4YM0rq3*JEz#Ki*6mt=CFQ+
zAqqtXYc51pM;o7}RVaBMz}>k&g3C&vABV&>f-2q*(5Ohs+QE7RvgbfMNXb?Ul?Y}z
zWW(=hISqFlWOgqi5f!Wc8{6B^%7r0L%B~Fs1*(Y-lh0-U(jc~<BRS_Em3Ryo4|(fU
zSxA9mb%e0>S)a>P+1!ASg1poax5O<+*1mIi@P((mBJjk^2#<}OgF`CtpC~9ppKuS9
zkZ9*JLL?c`{kd{Iy&Fo@O;eYr|5HcZ_}UOn^QbdQCkX`)5AanupO+AEN?x?TuUVOw
zsh>4I_))LJ%?gKT&M?5#ArvS@2p$7ZphUQgHn)2jhA7xk8<jbnASRo1;?B1$zH)oH
zOg9JmD@nw_`2!B}$kddEs%m&Bk0JG;%~!%)-#6Wi!CC(mk4aFe!7y8z)FMn9kAOMG
z^*QP3Xf?I2+~2g+__3XBh1!|0LbPfd_=?YUNR1T&J90ol5TDiBfa87HY5zi4#$@CH
z3<#DkodRvh->j`AfdJFpU0C|nuWYtYuor;FU(MH73cl4Ahw7Z9Wp^t}E5Jt_JFxWz
zht?0?dg<+KZ==M-jH)BtVmqr)vqO_dlY>EBFe>eESv~bno57g-^WGciNT)1sgd|D$
z${86Lj0^VsI%6mSR2^lvEI0jt3|ynM4a{a|b&jLlU$bRn$G7ez#drR#1U?fI00W%`
z;7K2sROMl0v@tD&<xOfT75q3VwzjMPtL(eOxo+S0OC?$qNoGcps3fDT$f!`+*`icd
zNRe6gmU@spB}#+H$ljZfmX$psk-g{lynDXK@6X?Hd_RZJ=XgF(dcR-ezOVbd&hxyk
z%Zgf;ni%8=Q8Ybm-}r%x<J@z&NuDPspAXN^#Nmgygq?(>t+uw7E_0>*RzrunH@9H>
zw|*@QK$Dl>L<XSkN`pB<j^wdvI_9E=$WzJAhYD|=uu7|GSW{c8_f<bLUgSCs{%<(b
zXtwWnqPxZZ5p|lj19f`|x-D>?i<33?r~MaQ)Us{v!<z@Gm%kQ!1^i<C$A7HuAv}UB
z(^S%d>jP01=?f6bwwtcQdb@R7pO#6gV93gN360wW_q93q3oTkW#UMH*Oo!lpcWv?3
zh>}}ZUgd<7NoV(xjf%bwS}%S7{-JxTTHHr2NR(LBsH-GRuQV*)XNP*5!s>t{58X(J
zlC0+5t45uShXDY9X`OLDSj3RKf$t@BOGRPZpI1diM*pD%?3rDwL4|N+Pa<}l=s8Q_
zuwm|aj?D4nccJNGN7AJMlzKvLj(;oO<k$iAV$0pi{&(MZT&NsKYqdm+z?0T_1rJRv
zw32iyU}r@WE`neJ8v61=+ql4`w71t`R|9C7AaGJ^(j1QH2Jw@F*b88;m7&Sa5TXyd
z+}v9ico*7j0;fJ&EHE-ND`g9V8=gYlO$?3euhUzSMn3gEJCFs6kj;I0!mB`3hL-dT
z1{bQCGy&b_O_L+*)(av~b)Li=W88+w<_#{l(=IoINjD4x_DDxwB#;g%ckK$y^YpuG
z0XT>^2?-|Q%o&^5je{6Gg&2SP_U(joA3&TF*3+A-(VD8rX@<|++nc&;9XVylRu{6<
zYwmk?K=dBDGGcdDzBH1B0~4f4b+w=Dp*%`l9DLVcJ`=(&;N>E30ld&0slu7@5qpN{
zq1w^vDm$+L^FjdX+vwaCsJ;gh2G%<{@sWk;t0<gp5BWPt5u`pE$^#w9&$&ucZr)7#
zG0omK48>;>&U-?t!0-rC4@i-mm-Wb;RQCDe&7-Y+o!XmntlG1~z#dI{vM=xB5C_~;
zRh3ax^yOodLB2wW7nS@%^`5hS=f{#06Z;U$lrdT<rbzwwYO}K~ROwpX?s-E`{#x`W
zv<3KwT@dw~u%#$xZ0)G0I^4t@i8a5tO|Yn|0ZbfOVgf8Dz-xC{YbSk7PfQGiYsIVV
zDUMSpZWHBn7kEFUiHG9C)=Mn(KXMt?>pCa)T2oC8>A$)+i%Dl2C<0Bo?u<+P?{qWH
z&5Uys8WKrae}By*D9qwgnMCm|ASVVHYL3)L<Ehzr)ja^45SA0AkYC<FZ9`_2@YcPq
za%SToP959cjSz+r)U`BedVwWOljsg<y}Kws#7#@}8G0m@tsAbR*I>-4Su%E)y->b+
z^`C~-kp`UTm=hz-A+DPgf%e6X^b<nIj^TvVzbI3wrmCy!q*(fhcDr}e_wP2#^AmX@
znWWLYj}IjnI~Ayfr1OKL<Gh=cbr@<&Kq+`YV|y4A(_mpZ#e}Uldi~PxMcWg=mKaZQ
zenuE<kGZBI#e|`52G3uZ^X%C(n{Tt<ztc-EehHngR+NgXD;?csDBN#$lo4-OiWHX5
zcv)dC`Q@y(L9e!d%0V6s{rRIQpv_H10sOvg#}05zuRcm8cg676qPD)dcM53q;>F@Z
z*Cosb90b7zhn`0GUDx*_<pILv7yzUpO%w2;4ptw|j)*<v9tvSm$5dKS&%^@McwA!t
z*<O4Rg#N_I93NQ@@cL-Fey*j74B|i#(5M&hq{cJc-d)DNdK7-HK~Qegt&mnpPS)9(
z{Q2Vm=l=cPU?zwV`NZL}NHi8sACP&1h;)@~7}{n&hw1@}lbiorI2Cey<dmD)9Ph!(
zK$>Vk!a;<{8>=zcj3fy}6`r(QV&mkK=6oL<<Q<w}W-$$W4zz-st!RETko_-aRO6;k
z85%z0Te|n_E+>_T`6fZITj138zY86nTA2UQTv&<9@HOq&@D9oRglYj0_GCh!`$DAq
z*%mDjBj5rOcAH^QZi%jcrE4lGmnf}t?wrP>_qkG4TB@pK(j%I%d^ebTj5H7w67km(
zMjo{T$P|Z0M^|4&Og`lH2mgV`TnQ55%k|@g(j>IajNoZJVZfnBC`Uo+4VP5F4b@M+
zE$t^jBP2vZlO`kuGO>Wr5RdE0f6xgDKF4F1kIXG~tw|wP<&WNeuYUcu1I^rs#=U6b
z`@mTU<V_c11;AadsQP9n6LI9^<U|q5TI4NeY(Q7tR19Kaw=;Vd9~-0{vK~+-et>`N
z1wHp!6VTfj461*455gbv1>+3evFp6TXpaFWNC=r}1Qtm=)98J(64cq1l@)l55bW?w
zYt8<F`q7POLTD^)ZP7t-RSSJGGa5#p<HwJ`(PG`ptP=k0*(cnGW-Ad*(R$mmEmMGl
zAU9ZFq}CQ1ra~O@PscWr_aPzbH&EL-8Id)<w%WC()S?BjA{BE1dEY$@4#rsvQb1K;
zgp-N_=@3S2@M#&_<t0=jWRfYHw{8g`;nZR1Ii*T}kdH480yE$>ei_7BHz`iIa|b4a
z$cmHUUVsr$;IZ<?0T|IU1JmYNiGvf{q1LAbr#~4^h&vReW#$!EF`ktY7Z=Cmu0SBA
zFFwCPP3o3q{?&67!$kbiEMrZ9*2`H<(M~G=H}0XchD?<l9Ub-R`vnFJIT9H+qA9xt
zrZse6hc}5&^IBw1hcyXh$ftJwXfXM>^7Q-x;9-pTJ|R_Pd4hvw2UOuYbX$gm34lG%
z`-E^}g*SyIQP&3_4m7G`Xx)o>+K^+gW031;1n%J94T8C|^Srk99)j}z<RtvF85$?K
z9g^sWube*4LekjAffE$AX<aFoPs`rH62Qb>7o<>y*M4RuS0z3K%mZBrxwDK^Ywo`S
zfe`fHsjFAxIm=ECmf@lh=o5SnaPY<257b5NkFiu5GTln)NkE(N(Q1-MoGJRQ2J3GW
z2y;45?z2~}U90l{bp1Hrt{v)6+98UeUJAek#&K#&&xzZE{rzu#hjV+heAe<UD?xDS
zeN=PPSC0BH+UkOAgvOv5ZA|09!vX<?5VZ*WO7r<n=(0)z<f#i68q)Hpb@>c4`tN|P
zVsrY%fq^`9)^aRpAc~PgWU^1f!LS%ijIj}`BN|EldLV!=VB+DYjN3xB>&E8@ZhvsZ
zf*4)^tWBc-NZJ_h6`hdbwcwBttQ*8N*yiEkLe`6aQ0Dm-SClAMEx@?VB&#j8jfkJf
z_aF(Tx3V1g0K=JP<7D`~=HZ{%9+391K(nt?81fMk3V{u5nPq#nYU9+q^z=udc3>TS
z@ng;w39~YfdTGI3q)(U?-iek*Q>me@%Ge&R`Q|m-jnQIgq%AA-g8L$PzObuNkR?c(
ze1^ToB^&3vPQ(psYxt<rz<_Of>Ui#8==AKY9b`xVx9}8`g{N|GNDkS5;$T39<N4QR
z7@Z;#Eyxr+;ag(tx0b(3;Ur}D=xWqOUhEJwh^M34*jogTA<GWMf2+;t-Zh#Vh~%Vu
z8=IR4Al5#>8Hd#y!Ln$ur37>Ej!H__qkc+bdsvsh4I%<JA-cd>oN4)n)~U3_8A^2J
ztLI8ON)w;71EW=&hDyS?<WRc8jvR@!20_p|c$kIxG`~a+*)p|hD78X%TxF8lK3n?y
z!^@_Tz%~Sv$bv{)A&}DK!t9d|yu=0n%~BDQ<9I8juOWY>Df`=a1%=9}GGGcGpp3(S
zC{mz*OHPESFl}wMFs|&*%hB0ZGBZ8>xv5D3l}hG=N8}31;MsW?6;*>+uhCWohYAQ)
z<xA#=1~MeUU%32Mk5RksUAy7Ex!nfR<QG0?VWZW_NV?2MXo}psE`y%l^3KwY3@C!b
zg&dXJqlxUoaza){rbK1Q^!wL<X{Q3RTd*8Sa&==RHyQ(s%4-g@?BF`9)-G;gZf>%&
zI0MmOql_QjlM>_X7k}0}Y>|oy1$4wZL;TY?&R;<5!Mt~G4^C7PRC}V^+j@X|&;$TY
zl{8;g|Isd5+)Y{l<N(_O1a3*Px!bLI!5W(vGRM=|*;%i~_28Cpc3;CaV~-yCP@3cC
zeSq+Gi;grf<bzk`6%Z(h)zGopdFAZGY<v*x{vc*C48pa+$u_X0<M*vR<_A{^<AP&e
z4sa6`vuedu{_YYa(`0rhoG;H4D5&MOO5h2^nTx5_SX@L+VsdiG+LZe$4atCa>-J2R
zBqlffal*MY)nXbtfwWWPvK~l2P<w~<v!DNP+zo9FAUel>XcsvXT+7kDq#T3Rf%&4i
z=v@zdUxAwwQ(?d%2!YJNYXg8z7#Wrtm2i<_N2fcIXu_*Ox|cM{CWsDu!a3NDqZwbB
zc-|81<@fJ$@Wv&S_CWvT5f|4BiykIV53jBhZ2%6Xr2X{OhCsOtv#$`rYV<cu4j(#1
zWG9hF+vC!|LZ&?7zMB8LPmj1^3SGqktWgoyF_9_^WeGe}w1<bs{FVDlw^~OHs?(Ig
zY!OKF`dcdM?D3a1yT)cVik>)8g9hVJsQ$33){qpc$L3OonU&u_qN0KV{S5&WL7=`i
zrYB}?A!e*qV)W0rqKq|wZg;_$>k-3ZtG0FPgn7@($!M&N)2uy65m2QE>H?{DTC*Vm
z&m1cbtbvC1Ct@lDQwvv+-NNKgg1G7BVeA`oww)6*bG9JIg_Fe;hk^~+nn1Nc?1{Q}
zS<2Aw1;;z#lrlc&a-Su+G2CPF0riDwKL02ztc3K5*`$>vF@ft^_jejB0AewU;OH{L
z!@^_$&l1XsZyH1Ya9IdY32C9N0O1o8oDPAPlIMES0~)^X{6iKwq28w-aszk{I9izd
zuD?l{)uwWkQSN;+u?H;%_e@V8hYtNWka`3G!*HLCgWh&o5Bk#)baZnWQZiDL_r8|X
z-MI8A`7}&$?o*=fWe21tsO5Le<9>t?vEZ7ZNQ`EOH6NOf?ZV{M##eO387ysBS*@w2
zn@MuFL%m?PnX@fERon2cH%bpmd&UiP8eH31()fjNV1RssK}}0C>y9`$=UczOA8dN3
zQwDNeBbtZS6M`o?62UZ+pk+*{TB>E2P)yo0Vp@Au8IAP2;@=TR3}+f2ruW#Ngx7E2
z?dxZ~WJ+>NCmaU2J7l!lnl(>QJ3}4|DW;s%och^9Twu@xftcad%@estA1A*a9ni2=
z@ea|QzVP*!h><|!L!bw|;ayZ4Av(ssdGjmT?Fb(Fzv2!d0HmsyE>XP^RaqAo?gNRI
z3%n^2Vn6NFiNHKXM(_b)sS;SjNU0(a5_#S!=Cn^J%3H4^E!WtWTB@$!ys7<?c@2B0
zI;{@JrpEsJq=-dOumtA-eI9RTf@ArRy&V{ApcDEix^Sv1I`C_98`6HT`*{xH^yu#=
z5s*RKK?CFBafE`wKX~Lw(XaqZSy>tUu4!&7i_BgR8uy9eXtT5|#|UAZi<(_)czZ~J
zuHrnTPE5eJ4;#*%M6%_Gj%6g6R1`RG&6msXV;v)sX@l$Nt$>!q#6(kbbI|A9a=y_}
zn<`5Avl59F@$%rOrzG(mZO_SLVxZr6A7B%&zl!+wF&jrQghf?Y!<qdSW)q!op0#v&
zjLMx)9o!;15knX|4qG;ez)y+e?<=$a1sQ=Fo*Du%T-Q=LUSk&pRC}-d)-LMBB5>*1
zYIM=~b}hTR{WE5LW`EMCNuJwowEVNGpNM0XhP=6jMWp35!Jn(BT1n<1YN}>@AVUBK
zlY!60n*i`Yg?DvLP0j&{9OwF5AR>V-u?FRkJ|i1(a5WK?3%w6v7>YL8U|NYY5p9Ql
z!Xg+$e3gHs=wvJtPU-4C;p{o{zPT3p-9nZ7vLYDOxq~UCKSQO@*=?Brr6_&wKTYal
zf1D$(ku%Kicfu;B`*10SU}|vg{+TiU_)wLH+{9)BG#D*nrDjliJr<6HX&j|(ZD3Dh
zu{3*od#|c6%~9k4^uQ(qjTo;OO95{7OCpoXsSz8370R$~7+g+A@s{j&8Wo^C=flOJ
zE3k@m=NaU)&Tl7%E4o7?+D$6<8{sML9-5)rNP+f?;~~{%72Mto&U25id)`4U46*Eh
z(N3t()Y}3;3+dy(oCeYXavBgaPFaz6Hbe;JEVxJk8^TPyA@0#Hq;?UF#3V^5YanmT
zKoU5~pRM7c&S#!RTYe?~pRc9)IP(A&iDpYE_mooS4elRMo6!3()P1=RW~YN{`n#AZ
ze|-M@eDRkbic)g(^3W^y(&wj%Y9F~!*g`fNq*6ezjFC|ad>L7|xIk!KSh2jkyq84w
z{Q9Y2{g7KwO6ojvEI80mJfR9-iM91;+LHCs(ozoAA?Oig$d)xbA6ERe(w)4$C0OBw
z(-j_;9aU8p2W8^iE#<k>ClpnzfgZ0lu#rj*AOKBy%goG7<O=5yJQ8XKE>%R-{xrdU
z&&t2ZC-C;?gd^D4<2Y$?cZZc02xP&G5rlZOyuhIZ@e>sZOUcO&Cm!f=?}`$-&GP&&
zP1SofOuc|DjsF&6CY~rXxfh(0SGVrZZdpE!-1&O^Wc}xs7Qg1<t3c}k?fQgPa~bz!
zfBE7?Ur53Zfz8XRkC;!v*8sYl6x*6%7gD#OX%WefVN-;UW|vX7)$DEXu}BzjR7KB~
zt1BHkhT_Va+b~JgI#tI)ZG>!qOakUL($BoVAO0lgs;M&$f$jg#%XdslD#Y-8D4m;@
zR#TclB|K1gB|EVE0nO-F3au4UNpY*EbQ35`cp6^+_CB6Uy@jYJSB$`mf(r;hUzPy0
zE`GY@-FRmyJ1~F?`dAHgt*vyCjI{q#<M52#ug|gKoIjZS<w%p(|CK*#u4TwSxT^CC
z1`RAn=(mFc6^7POhe-AYTM$69S^5dLunQM1Xs>X(zphq^xY};*&@K)^^5v^nm0cF+
z&V5YV|A7&=N0P&X2mMjp@@DdGM^Lv(XD?0&>}rjU7r`oHo#?fP6&%pwveedv!MB5Z
zismcQ){+~GUG2Ee(E?7G;C=(V4**3VevxLS0f_<np}+%g)nB7$*x^p61C1-bK0eoR
zOSjD;nJ{_}HCg2~J4l8JMi#jb1TUbSU*0kTc1ZXBraaEeXrKg}2q&nNfB*gWs%mKw
z?O!4M0OA$243sCoSnTc`rXEGGnVy+Ry)}5gv0&*x=NU{NT9!_8r2XV(sqytV;an77
z9phJoXL>Ju2p3U2uXLn<bY-AVC0sQ`CNiSqcYQKQRK$n4=3z`2cv(=e5|Xgg@GLVQ
z!O3~l>*3YCFjm%^1wQhs{aI>!w2mWBj`{*Mx#pHXvnQ?$%s2@~DI=I7#f2QmB`IkT
zc5G6d`t`T7pqU<WqbZ?#)vFH;JlWuq0Y6|^s$!+i%KGr3+eQpFx!0U`iRwz&aMJWq
z{tD%oCN5dW@%P);e@~#T7dj8F<S@dz3t=C#VTdM$ni9>9u9<B0N0DRnkebfFz7-<c
zZ<q6Vc;<1v8Jf#1Up~r+78@>Ib4g?!;4foB+9xhrs&e<a1sAA~b!Jm6Ujg1LjE}az
z4OOt^_pKR$yar7GmVTmFu-@43KU6u|ny#4od9bZ>Rs^5XAicKCepT$44_bR{Mehy}
zm&iq{!RrXiTQ0gtp*5T`N$mUhti7>D!6lJL!%y@Wd+q+P(c4ExwfuHIYZ%PC?`X0X
z8a(u0qq%wB*p@Qutg0jbKIG=8J%$hdJG&g6aWFYa;W5u6e}rA<#aBH}aO$8q3<GcA
zT3!vgYmts$2dcuk1rSIq!1|U8PVfxcB6Ek3LA+#~BJQhGF;lTLu6__i4@KnVY1_uM
zCnGCd=nXuQ1`SEx^8AGhL>d>l+4=6r^`O=hnFyyC?YK9F+CfxSUGT^#*hpw$shAL~
z-MDE1_YmGSb^z&B?Xfg|q=X=#puHnThH53s)5~v^IYnO~=HFovTOMzcnWcqpwJIw0
z2043?4kPfQ;G+SM03<+y3LJ#k?w}<I(t`1{+>D=P0duMQG$p<4V^L)@)lFJx5l1V$
zHER6VcISOYvrWB;jWaG4Tv)i@USHUda<w)huSp%9j$qIu8T*|-KeWU5WYP2cN@e}L
z*V?J;>bhbuT!NXwgq8pm1Uj*I@YRz(JFFdo*03pab5F`!Dm^U6=xQhQ=#X9+y0G@9
zEKHF92(`ym57K8Bv!*6-xNE1%_zIqVgD<8-#bYY9=#jbRA$yET-mOZ1;_l?jxF!8<
z=opE{qw!#5iKQPEi7rxI20FE_?XKu!3a^!zT|b#{3a~erysHg41moVlIk9|d!8a&U
zU7^UtHk#|Cn+2P2Pou4;?az<9pWPjZS}GUuBt2!|yC+4GM0)8$cPjdH)Hj|(i4S6a
z9+#;F@^-kS{e5*t8Qy|kJbRWJX9fyXX2-f3z#8`Eyj^mfK`MZw^)5zeF`}Xnzkta6
zJ2|+{|8F}Df;!RXcF?L>)w3Id6%q>44?*y5I_`Rk^id^a&=St`WjEVM^WWV{1YFE=
zehf&%E0Q4s-4AaR){tGfxAc_RqyH1d5uyp1mAfqz3NYdqQB5`*uBP@!t+tdt{15#@
zc0q3!;CqO5&e{cAA(6n&x2`4s?vz!APWTqp9Xob>g+NAvSYr8yR!frN_CLBXNqSNt
zTxWDk<#bRQEq;xh4_%w5K@l)gbyX~?D1BHNH8mUKjEerDw1Qy$UJtfK0Ghzg_g_h~
zf{cvaF%62So+VuD`FGkkmQx=@^VcE=AzCvpeOzwt6F{&$wqrO>{ylNa2UUJexD4Y4
zK~;}H|Aa$tPjS{ByLq=(51?v!vAM{tF-APF0u|%ixzF~7DY9|EwLm7t1w8#1$q&jT
z$!?Ml4n3=J7gJsS1<3@EQi|s?wpgJMaTUTYv0J3^tD~sb&281dC{lOcbYIrc&<%tY
zaF%GyrK+WMNBh8?D%z=kVHzVqa9S`^gBWl~j!72uO+GTkY%2bUt3Rqv#XG+_9l;Y4
zAijJu-`johwR<o0!XlG9&~8uQtOb5RJAtvxwnO{hqVSHW{>bJCnh6Yi$9)!kPC@SY
zz=n$Ufe9HZ?JD_CYU*LP!xAO#^fzyeAz#<_N>-j*L4jgRwyo)Zj=Vp2h?5){iB76X
z#ltygNrW*H{Nn=7y%#~a-_%=te?vazy!V4#4%o4bA&3~6Ig#l}9o`fG1047tHq_o`
z|8U~;ljB6ZBhFt`(ZDn5AgTC*+c3D_Ed6f@8^9nqY=o0N60CYw<srAS+LBtP15h!6
za~xJHxCais+DrXqU<~&5DX44XSSg_at*#kx)Co|KNHdQV<0CZKJ^eQX=%F$r=_4fI
z-6<z?|9!P-$`%%f0O<niYt#q}jT$~2YqauV(7Qmcj@^}Y%y@t`9~2ZsYGA$%z0A&j
z439yheCZy~)|~+W9lU&;HsT&zy=BS90UD5xpTp@ADltg~LUb8TqKjg#<!yqMoO568
zF*1bx#?709<iT`4&CJRI-R68+XY%RAId(?I=kf90kS*ZPjSP=G-X;G5s8**TG;jCl
zZ9B{W21pQCiVnd63-f@|f4ZQC_eN_4o797>@J}IB@aB$@=mz!^XMq1zIxC%IQbY>Y
z5=B~)SY{JOYcoaxJ4;3uR3S4JgFgI{Dh$pUu>g?nw1GiK8t=Mnw)8S13|B-=K8jx>
zf9l@!aSm%oiVC|O@@<gQsOfl}pYNjM69^Cou?12r(rpxpY29{jCY`mSUTk}LC9u|^
zXvtu;hkf-va5s^fA9rXU!lT%Qeg~!Sqc0$%O1OUWtn!xYK&yDw7#TA<-|_?`>ON>0
zB9@o5I9|0Pdm?MKx!D);1bln2`-{i*KI0wTZ#T8zGCeo<t*h$-_b&g$5q|AZVpJIV
z8ZX}2u$L<vuLEsa@;yE2$benP=`V^49b;~a!22e5jOy`Zl*+L*S}_8Gcq7Q4?@m8d
zdkm+DDF$tU_vn}yYQhmtP8yWpgZBjKXK=@1P_W!A1(WQLNk|0MTnV`F<UEG@MlAUK
zR7Q$HEKuL_{@htwD=H8V4b1(twr;i8?vxMnl?S)hg<VvAkaB#_&4d{~;iNadd+*#G
zeUT(^+oADJ!O6O9S-K4>wdP7%Ds^<i6b5n<Vw?7k_AoLU`{WExEtNf8I1v|hOmu9p
zZ^D&|YRa|YsEbio!{E|_n-mol)hS0uF_e>P7Ct)(b|f2YV0%YL*yG37XT5de)eb^9
z+>W@Q{N#Aen<Bjq;RzB<9A_G}gJ-j6LrRnO6fXWgls{3)jB3`?mX_~S+0?Tv>+h}K
zu#X{d#^9fUCRiAetYzoradB{zT(?k(3eZhbfN`WG;l~EbZKp0?q@|#sc*k?*oj^NI
zEji9Gsn2N0UGlr5>DccHYYo2L*iWi@dV$&5VsNab#{|7?G$)b3JcEfZe2bKnltQ$n
z4riEg-D5#VG|6}n7IxXod}+s)EJLTc4u^>jhc1}AUN;NTv^xdYS5+x?$wR!k9%#Sm
ztp*?3h=4Zz^jpt1>ubg@oD^6EWYoB{w6tsDr-w3D+k0NAy@eL}QhKM2o!!?W5p>-Y
z5!$T_%Nx3>^b8F6czJCM{CDGT50&QKZ?zJGGoRekO{!GCAc>C;h;du2;XChRN$st7
z1igBRH<S0^L76*uW;a~;a{F}&S8nWLMn(o%KLU4DYMOLyvmTw{Ui8d4!|j1K6NSTH
z+uGXRCDAE)MW2h8MHLb1OJNPM9A|=y+tJy%t^90Y2%e^@YM8v9MRC1F5lVb~K}VHz
z?=-EGuVE}B1581_5N4c5&TSpNwZd}^K0)-1K?~~T`MyxV@41<&A`!laf<6dcNH2`P
zzfom~HdAa4NPPdk>H)`TS~fOo_04ju@oG3e%-}|l;b%C_8Fmk4T5WC2ot>TIlapUJ
zKRfs==53iuyc+paeg<5_29s1qwYT)i$;sohvrP^se*B;gIFG0aQv1r6CMKI(DZ$oa
zZXk9;cjgsr&qlYK?!@<nrALaEO=gEjXFW>mLH$$nC_i2YlKy?s>Y}KT%UV*|3RovH
zVvC!HM|ZkD*`fji&w>~QOU-B=p2T`Uj<k3xTXNj~^5D;(n?yyk3^zYZEe#f=j90sH
z(HW2MrP@JQE2eJ`XD&(hq={e^!Mg}9FZH^`_UxR`=GNB9tC>-GD@oGVi>+GIHjNd`
zv7vp(QO9v((}>R37qj=O;^kKc?e#>EaG9(*Fy|uFHRfswZl3g{@Y%s?{$)vjB!0Jp
zsCkBN*Y7VYZH<kaHgDdH@-O^k=jP6~*c%Pnh&f1hcN}WBkKG?x8+(y=-=mu6_}|Fd
znds45Nm^S`ljKP|H948KurKdv#)qbR(T`+tM<{jX5)qkwHnz01J$q$o&a|i0n-mAa
z2N|s66mz=A><Y4UaEp~d>o{ct^4z*SJD&^e@+Z?Y<>ci#cz7z~Vga9m5SvQM$~It%
zfbfrpr<%^Z_`<lc_GzgCW(4gq{%Ip-bLWnar{@M1R@NRg-sr;8>-qC%d*x%dZ{``m
zXNyZO|9$#&jPc(rck2evZS-3<!M%-rYOy<g5Q#2MSkvkU9Nkk3MGJ#&7R9X6ZY+q-
z<#S!`p|I(-U%EP{LvPJv1I(~I>QGdMQq6myy4cpb+M*QgJ2)}F4EEOaUn`1usVK>(
zrP@ffV}}9)Oud8VtdCY=qwiA`CQ==#WJHL-UJQHiVBMZQdpyT)+1r2L9GMh!>G-Db
zbKdCHjYYk0-@bLHeYT~}2lo{e@Y}q<SBnAaUet6cF!{fXkKda(A{AU(FGsv}I0kpc
zxXwnEL^obiH^1%Rz;)yZ4HhvbIUoD|GKEH#FFfwU2YPsx{rvn+DJutc+z#FADcrur
zI0@!&ls(`SF8OJ<bI+c+#6wpf!vxl7H0(Uz<GYiVcDy+BcGkT^{QTvREK{LcFZa;6
zAJrOiW%G`vekx{5L7ot@BEg%T5|8-x(4OWV+SZ~HQ%^q27;6{o*1lc-w5+Vbz<E*~
zTXI;v^)3Vnf@F)uC7nNi-Y+olw6XE?iuZkd;pgxQPV+q4Yo+t1ZNn&p9!6<5iB-%R
z=zZ$YDJa`0=UZA|?zT8|pzewARvek@Vj4ti(uDD>vu*n*6+&2G{J-|0YBU&UG`y6s
zFEa}Y3gV_yeh)?0d6)iK6RbpJ^g`X`8x6kl%1X}T$G`W+Qnu?m&OksTcC-_AFIC;O
zbMMjl%U#NM6pT1*aBes)YTZ+{XcRc`6|T(c)jgAh;I>yGrmnH1WIY;_&`L;3qS!IC
z#B(#($&){NH&eO0y9cp~qpbri*{JW{m7k`O^y=<54s2H7f1i}J9sd^gxvw$Hmui3S
zKr&z5(6AW=<@l{D({l(Ghg@7-#_NO{jK9Rm(_8Y$_LxzkMH%-hAa7sPwP*LEqnVMC
zT$^^?xOsC~M+YlHs3KfQ3PFsQCp^8e1E4V#_f3Fy@dVHyi|O#;9qZSxr?+#xh~L9I
z`TX^($FE=4gP4Rrn(L+n38Kt|ED<h+pi^hg_??}-g+&hX$)x7ten^`cXJ=*J=zV=>
zZ}3kR%`riq9Q_c8VMP}c8?nUF667U?nYN=g0}bVOfW?wiP~ha{eRIKE-{?<-rG*8W
zxQP-LaD3dRyuAEU<IB2p@w?zNfpVY-XDaShIV}cT`|@Oe%_THi$Y@axDy^@x_f(cz
z{KZAaLGZNtk~QfoROJyor-XpLj}|8QEl8@cS*d7f#^^RL71CSlCNW@*lcfM`Ma#h8
zQ(b)~QSU$so;VuPjZaU@$;x`vC@dhQ=$$KClk9X`vSN}jq5Ljz!|V}{N-2yw<eWh$
zSYBvw7jdesK)Vm=pj<TT0L);Na>;HC(zUm>EqN~ENxOTucV(qQd$#QcEI-r($X~hg
zQZqxOW<{Ns9y=dDIDILQo1t}RqxT8ZZGikJQ3c-Mhd`y=6lenrMqRWh4Y9Gr$p<Q@
z(U|z@S~J-F`5{c6JUkWi$Pkt9xS~QO7MEa`!-AwxD^C}OIR&_sP-@#fIOvO~x^dH{
z)($EqXR92+N^G`^1_r@kc;*)uIr;cL^7%}6`OC(VmOwb0fG3rkwo|Wzd$bZ?ihc%c
zSkG-&mN<NP+xg$*<}v}vGm2O;7A{XJJu>k8oWyUlvUoeuC{pEcB<j;C(G26_TMeqM
zTTkP@Iz9}H2(%-PLbE_A_;zpE`=38w^z!x9tB{OzKmr;7DX6r$c@Ngr(blp1f<C~R
zmtk#!x1t>71S)ClcGu{w8Jh5$ARtTY>$ihl;IYyfT74sleh6*~?v;#48}Zq}c-Zsv
z^ZO(uSR~jQUY#ysD@A9`-|nK=WQB!=ixHXeioaH$=xH+?ojLnVE3qQ_W}!chU?vzs
z&zw1Pw8pKvLp57xJs=Kveh4-@@drEwJN4q#dJt$(UY!!PcV+jMO~CeK-yn$1FD>a+
zB>bQ$)hbiT+VRYK#`@Z|YhGSnxQ6!LDXCS4-0)5M1_p@Y#$TU=pW8ps5EF`SfZbpU
z{epsyw-#1+v^H-FHZ;F+qh$DfQAkS4QJkiLL3q8Sj1_fg!-DE_Samq9KKB`hL(l4J
zrjmyl0;$wmNy_E2qkw$?e0%$b+QR|^x9-}t3xc;73a`Ox$?!aivUIO3?y(_jaiXuv
z6loCEwrz5tFHymBA8F2umoG_A$mdhX`yQU*MgTqqX&z(WAir#Z3oB@^5T*Jn<<tP`
z;4%3mtv;A42qK0!$L2gD_^7EJDKj}+U{QtKG^Clb@?(PPUg6KXOPSEmO(j{Q%~;C@
z-<7}9Ne4tr#ahDFk9+%;8oepJ&TxNiSbGKS>BWu<F;c-;7w{G^OMHT^J(lO*QBkpp
ztU-83$UQ>f+ynQ4P?P#F$I+v-bUez%V6AMRqHbe7Nq_nBWv#A&TMiD28XEN2JkQnM
zPAB=p?<98eq(@aB`5OpsT0$qkYaOjbo=+KjkqQ(Wm`uDv)9&K?XOxw_qNAhZmGY0E
zb|><%0R<dJh!e_e<)BR-OSzr|MPh?rG&DM}n$Z_VMu4T-^vHU~q(=^aE2yM04N8U4
zoATb(YuCCa)@na~WL$^FD~W69l6I`Ny4o0rEq1A3CF7%-D?w#FDJX20v=QiXonu9Y
z1d8ppa$=*@c;B)Xs;*hlCy}_|vBDmWHPGV(wzzTQGThBqNzn;$lA@v?4f+Cbkn812
zNXDzxfHsa&d;7uuU{GrG45*`YV$dWy9QiN#XGpe*ZztRi(r?ki!1o;}K8HkDHz{h5
z7&9<5R71wf9A{E_&pu{Y#Z}3;m4@aTOxdF|g(JJ4{#d1ntlbn@D{p4T!-gqzY@&9R
z<>khB8blMqzu5`@0trCAH0+hI5QbsS4^~?riZ1TU#{O!oeuKOc2OpD=SzR%RFe1)A
zGSvH;(Tj8D0a_6t3M1~fXw+7H`LYwq$oSkG0qOg~&Y(voNt3|umZ7%BIKv#n!4jWv
zl(A^=X@>5u+`o$&6$OqGY=DYA!^0LcNppFZgN9z;1;{+6WDzXr18ByMeg+lbMUOg+
z>c5Z}EeKKU@4SAhMxbzQ)tO&EoAy}LHh+JARP>dAjH6{|r&)IfWx~M21V=#7+jz5J
zh5;L5{CDDeET+p45a(-+Ry{za_abdCNPeA@vzIun`|VEPJ*bE@cO;dY2qx?2P~aGZ
zG5<%!^rc+S+|hf<;%_h<!L@rxw&A<M%>ky1acXb3$tokc;0tH+${#(^cDh=x*Y(h&
zniQ-paB-9fc7Fi}`<h|Z3qL<9h~2Y}?AUIXF$GE?se(Z@y9401uRZ4$*_c{d46wo6
z!~7T1)#U|ZE{Ql|6oQ2bf9NjcEkGsnxQp?H!5CsUm`DEaE8|Id89BbfTgA5;y}_cL
z#qh+~q70Q(VJX~gH@da7*T%&qzmbL|+vtCDkqv84DK6}}liQdYY@2f2EIV~AX+$8h
zmLsxuJB2=9IHI&l*SSWk*(QpMeBmTHw6aRlab_VCg~0ljw6^Y*ULN<XQ4m}EF~Q5p
zNdbB6v9x<(NdwSITl<Wv`g5B+U(|K50AJ&^10TuR+aE{5l499<EPtj+&v78?8f2f)
zH*a|1Al=8yO9h3i90JkJ4@``v^V8ohOned_Gln<nQrZ=N9bI+c2^_-6h}Pr01-@0;
zZd7Dsp7G;(TQZV59Gv)t;(FC+Y}3U*vkkY6mNIlS-ITHgE0Mt9XSyW5&3fgDZ0tR)
zMDO%;A&6SQblXeoIz2|TfGTk4;XdzYWr@PDYnDlu0@o-6vF)Vkr_|DjP<r8~EVfWi
zPR<mU1v`GD!gkB0to@m{R4Zf=R~|$~QLpn02#~#gotO0E1+xGP+Pdt!ujpA=f@q|d
zY0t%f{Ux+hOiauea0{`j94nR7&0!Ig{jw<QNH!{RTl9}aB{a<Ew%AMe8V2=d>T_v6
z;#s@7xs6Xv3C-s!ycpWamm6APlDc}!TXuc-!0^Dx$Tnngh?2j3uXiyy6)jJ0y%#Nm
zGNBU24W`OPNJRAY^_{$UBWwRm2<zpF{Ll*$#2Spt&SqS9)Mef#{q|Ed+e3J#M6{@c
zQkr61LXqy!+T|p{S(H4stl91f4G$}s{QL5%D)==v0BN;AhBT{t9J^LXP9=!8ejy<W
z!1$}fut2rs-cEGu_CH7tAAmr|q4>xL4<6h@Vi+AC4f22)nV^D_QlMLpYDYrNtjJv7
zQ!(^IbO+#M`3|*cM&|XG>)T|N_Lv|K#^DA8h_r8Xr&~x!$YOU|6`fz_=Yq8>$M%|-
zn(ky^Fw2}XLO0cC&Z8$lz~b1v42_njqwA(58w7onxiT$VuC1;lIV}pM3yyUw4<om2
z6(7ql+eJqg6&bl_7*zqx5{^gp(Dc3J;v@pQ;JT5FW<#O*1!6K=H`1tWBz!jsWdl}d
zN;fms6@xO2FTAHi$F6mOC&4Q;9YN;wuCTC^|8&wH?~INu##@n?>fj_6hl>@R8cg}Z
zKfYU%#{WUfH`A>Q{Kjwr@-Hn5RJ{PWqkLXv7GnB9;JJmh2*0#6I|$th;LmZCZ*Bz{
zb+oN8LstN_F-UbExX(>7$CdG@@xA)ccgKbGp1RfUf(`;;9s;2YT+}wE<5bu;LT#%6
zESME{|489H1=xM*ASc$RkJ)Z3{YZh_Nl#C2j4Yi|&}1VdDQ~a_=_73j-tf?&Wfu-k
zA2%L9L>3M)vB$C@5=TKB!fE^hS_J<1v6yXKtKu4L)IFHQ=B4&l4prkOCMI>c?q8i}
z-Al?pp>nzh@T>%<tl+gzEF?;U12JnW!q&qt9=$txMNUrcIaVP763`SCUI^;3mS_H#
zyv4Y$?!_kn&X>PD`{?g7rNlIZ5(qhd<>hi@UEu(ww-gD;-T&tdlo6D4l7~aW=Er{y
zn!T4vY(zUEw&wRnzM!Z8DN4)A-fkUrM}|Xd3J=isY`2w@SU^A;#e-7<lRsc}?2C^y
zl!dvRJdP?h=eiML+P>I`XjW<(nkopxDMZOaUWidP0XllN#r2~f0eFJgrP(GXCV(xA
z@jIk<3h1HqCfRq9va!W*A=+X$1Kn}(^KXNWompM*52hiqyH4*UI1i?2oQvuyt?SKm
zS`VV#G$JN01Og1}V~M+I^1qFPVhajbVfex4-zzGTM);v+WNbNL&6RCnWKB{5hCsA8
zg(rWrk&zMJJ&<Q$!5-xLso1R`#fatUxK%i7tWCOUkf6)z!l2`DQWiN!;igNi+Wv8X
zJF=F*`unHWbq};V0*1MoCp<4?w8qZE=0S?{;0!lXpG`3hS-%P{;rL*8UlxS#4GtiC
z=ro@O7z+0nfpDck(MT!S9dy|A#eMg|>5=(sdnqC-dOP7`Ab%>HI<-z#R+g5Y{>ogs
z)pWQGD4Xk6R`OO>0^m3aJF#=;eUd^;kEy>te|e&}!p6p?_*#ssLXxn!d{2|&(Mp?N
zpE>yTGPeO@v}9T_lLC09NTO#0F}=vlWIz=N)s`)?XU<T8y&Xww`}(X55CT>{=yqg5
ztfSqv%j3ZVTF1M0b(Uuz08`~J3`7&j6IDLJ`;{VEI>zoTOD{>O@Hip$B(Ra^!m}Xg
zBK!95--J_+RFf~StO#gnBccdi|GZC5QSn83Ivt)Bnl@}S-3H^o9KIeIFTa~Hx5I((
zbE?|fz7V{sf7&65;}8_wNr3ExvpQcmX(|n&E)aP6#fJ~yuc-I$9F`Htl1hL)2@?mL
zjLDkznw<fEn-~x}B{p_F=oC!J!Vfs|lqV<Iy(B-h+k1MUzYTtn{ZVY#fVJgOTzo3=
zx2_a8IEEvJ+rX5gc;(jt@dLA=rAeXUuxW$!*a9d9v7Qa-pq6cB5&|#0$<v$FkmB9D
zw+>5bBPHdJcG>7mCbAmHYec_Pb8`yQZTIir#}$wm)F>GVD<%OaaDkH|hZK~rCMJeG
zX7FaduYVXO6iVPp-}!k*Qg8c0Avn!mNAhUpboz5hOnwz6co8LCUF-xh&dg*iZg`yJ
z6^#QL=`T20q=mSm?ty_<H)WO<7j=IMe}PSSdFH)4Y1a_;>{$rvgZ94blv&)dMKtaJ
zL*T^f(pX<#s5B{iB469ma!D!jwl>fKxq5#&tTu0D9#0(d%gf8}L`L2Tw_DSsXJ(4v
z_!%;)#a%l(I$p}H%QLsKs(@iT6-1oG%Jer!(5<w4_ud#v^V_7F9Y#7hr=oaj<VVI<
zvL;{*$GYY>Xp#h;AJ*HOo050?DgnCW(>_#O-riHm=&8Zi`2OT!hQKeKoz}Ew<c7z`
zQxXpU77sfY4-r|Y(|ye~h)t3SQMSr&Cl|i~Ln;Nmb$>FD0lCc{Xl#yuGMdK+qHl7F
ziM4#ax?+aajyj@m?8PWaecou^Gc@#;MjWkJk@ux<_c-d1ed9P2@n5`nQMRuRDu#rF
z#Poa5&`@+xkxY`Rv&V8-1q)(=ZkAwJssM!rt=q+vBIVyvc{As{M%K|g=DsElJGaLk
zL&x<ui&jJ^w=-QCN*j$%u87-uvZDy`01j3C!`ekTd3nQY!e&Yh^yFsokmWe<;|F)`
z4&jDqHJ<x`={-oNLPMdvNIZ1nONeoqq~_$}N+rSdv0#~*Y}Dh>nV{DFS{D7)VW213
zFQU^U$R(4Ol*^9=O({EF=M18MQ`p(qeD;k@jt>9Jpwm*J+!Xz_z43)wiJN@O?t@=L
z+P+<?$#t~1mjXHcN>keg0aJ7iqXhk3ge0o^=OkP7=x}kpGv)33b$t`l4Zx|512n6!
za?byH5lRrYDMW{PJny5ny>ij+hUNBeekzRW;kc2S@7{o8e*>@%%2vG%&R;HP^wdA>
ztIRXJ^Kh11vf5j`ju~l`yIi5Y1JFXbxd->V5<C<nc(ihxhjNnEa8Wau#lwdWL+X(9
zm}$EAr>m$)C9`}q9)0WJvn)mG<qt-hWvp=NFmfXSEQj@24)=vcMNJVKV8=YAug`*A
z9Pm2EjS1&{y8R8a*Nx`RA2RL94jOI1xAaZ^tR<XQVfY~8Dy>g$J<1bb-Mr*}F-Q>N
z3j>TG6-X8YaULuWU2vDx*Z((OiA%(*G<aGUB;uXXc7IeO;Y7=y{bAt<M+S-ALto#8
z2nR)c&_X%_cSae$KLGI!-5gE9Wnv*^+21IqY&DXm6ch(l2&~M4bO(z10g~Au1w!6J
zT3a6fmB!V72R?^Ox%LM=JUz)~Be5N!l%UH^%y*6Ht;?^2=_iGz-FO(p{fZNN9D@N(
zfPqkwM}zcIz<@KAq((+=3;QcWSOWoWPy)t@_8edVN+C5VTO@`VzOX)PqPE4G0!FRk
zJw`6~fw3-^dQl@$EW`CAIaO{|AFAzmh(HIwH7TeBSFj!sWgqENT{zF_;_513z?Le6
zOR@xiG(OX8L`Lfp9AWn9U;n`vcQ)`WLqeMu3mL3~1c}gqKW-^<mxdlOf$DV*Bojai
z$N!0Wyv>_A)ejb8(sGG3Q%Bl4@abtFPC5n%?S2NKv?E)wi%z5bj<C^$IRS(GSlEIA
zJ#e5Gn=}_0nMm@s`^iJTBOXT-@m3(qSf{9{sQmQgZqO`c{~T1ulrjN>IMr5*Y-p3P
zOm=sdc#^46VDcs)vh`twS7G=H<U+HdU1!-(_b9ycfouo=JlF*<*v(`y8x+szv4|BD
z+`DFUk3_oyCB5}P`4fT(5=~Ea7?%ymQhbV_>!Ll>SZb8RMH~*BzKrK&9v&Gv?0Fb8
z815To2o*q;N6qROqb(a-?XsbB>gPM|M6sh7Dtd{=0dn1Rae9b+9aj7wy9j!dXxyX<
z0yp}Fm4ZDaR0A9Z63gRdjH1>o2w1+L*4pG+TGhzs0n_di7iY#t&g0&`yf>0wv5>m`
zTLZvIDe`PJt7`VnXcP(Cz-bDiij+sAtxdD90T><#3;w_biOj**>U)|%ilLkp?~vr!
zi$|5tp8c}<2LkZh+X|KxczIi)W|0ern;4D)Rek+!kY<BePJA`qx_x`b^==)dY`B$h
zIo&`+i%H<I0c}77aFg|E+gEuR(Tv`#oCg<_hu+`8K!L+F?HC8a%g5(|_>9D4Co^;4
z<Hw9E3`|Vs5uVv62#!Hb5a8i(7RW&q*W>LVNo3yWZeqfT<4jqXj$=T!M`3YWl(G-3
zY~3h`0~!5|eH=Z2x_f(x7U0?<uc*i+CdMcuBf}_Wvk!kQXqQ{%HqlB(^y$PX>3g7H
zNp_f)_H|z!vI<%j7E9WG_%9UkCBQUJD=t*2TJ+X08vtK`_>NI|gJ(nr{~XW+03T@@
zWoXqmUjyjpAa!ug^z`(sKO6}*DwK^q4`)Q=ds};ZFNGH}U^-yS?CI}+X~c(S56p0l
zLoo4><IL%+!f6ff>TxQeC}m1Wjs!P>AqWc#qm*G_WwoN)U_~V;vPD#OG&V0!kDVvW
zM+rW5+`$;rnRD@zg|mJA{nLpudueH((=_Rc;zUej7CY@1kH>Ao37!DK0tbO^Qj_tw
zjDGv*ygYHR0p9c+3V3`}9Oa{*8I5GAIPUnC2Gh#=b;R0mdC{6U@U~NNc(t(NTmO%L
zB#0_thWypVVKC|&e9P8{R-Fbs0T;q=z{GK<s`cw8+OOI~?ZTD8jVuFh77irRjtkkW
zQltW|Kyy8n;D*#o+t8l~3zuvE{)(?ZX-($d=slzrf}({Vu<e++oML~%t3?u*SXT_%
zfRL}KPU-&hCs@$5lDMB>+X_H{FF&lB#m!*`=udi)Az?;~NwC`b#YE(DU&Uro@H4<|
zmwO<uA{h*d!}W6MWk<H$R@!AEV{2>s;9PvfVNcq;(^(X>CX^st(Xy+=W7AebzTrP4
z`XLD6!1jr+<tiV&hzC!J%46WaQm9(0Iy%%4L6JU@ybv`_DfV~qXmbbtd-}rv=STei
de=$$jHfR)anbeeTVqJ&-oRvQ>mn>`S@jt4~wEF-6

literal 0
HcmV?d00001

diff --git a/_modules/floris/convert_floris_input_v3_to_v4.html b/_modules/floris/convert_floris_input_v3_to_v4.html
index 4668264cd..ed7d73fc8 100644
--- a/_modules/floris/convert_floris_input_v3_to_v4.html
+++ b/_modules/floris/convert_floris_input_v3_to_v4.html
@@ -240,6 +240,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -374,6 +375,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../../examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/_modules/floris/core/base.html b/_modules/floris/core/base.html
index 842c9bdf1..52e7d4a70 100644
--- a/_modules/floris/core/base.html
+++ b/_modules/floris/core/base.html
@@ -240,6 +240,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="../../../_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -374,6 +375,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/_modules/floris/core/core.html b/_modules/floris/core/core.html
index 04960dd1d..730612778 100644
--- a/_modules/floris/core/core.html
+++ b/_modules/floris/core/core.html
@@ -240,6 +240,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="../../../_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -374,6 +375,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/_modules/floris/core/farm.html b/_modules/floris/core/farm.html
index 070388e1d..922a97a56 100644
--- a/_modules/floris/core/farm.html
+++ b/_modules/floris/core/farm.html
@@ -240,6 +240,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="../../../_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -374,6 +375,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
@@ -689,6 +692,10 @@ <h1>Source code for floris.core.farm</h1><div class="highlight"><pre>
 
     <span class="n">internal_turbine_library</span><span class="p">:</span> <span class="n">Path</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">init</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span> <span class="n">default</span><span class="o">=</span><span class="n">default_turbine_library_path</span><span class="p">)</span>
 
+    <span class="c1"># Private attributes</span>
+    <span class="n">_turbine_types</span><span class="p">:</span> <span class="n">List</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">init</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span> <span class="n">validator</span><span class="o">=</span><span class="n">iter_validator</span><span class="p">(</span><span class="nb">list</span><span class="p">,</span> <span class="nb">str</span><span class="p">),</span> <span class="n">factory</span><span class="o">=</span><span class="nb">list</span><span class="p">)</span>
+    <span class="n">_turbine_definition_cache</span><span class="p">:</span> <span class="nb">dict</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">init</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span> <span class="n">factory</span><span class="o">=</span><span class="nb">dict</span><span class="p">)</span>
+
     <span class="k">def</span> <span class="nf">__attrs_post_init__</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
         <span class="c1"># Turbine definitions can be supplied in three ways:</span>
         <span class="c1"># - A string selecting a turbine in the floris turbine library</span>
@@ -703,21 +710,28 @@ <h1>Source code for floris.core.farm</h1><div class="highlight"><pre>
         <span class="c1"># This allows to read the yaml input files once rather than every time they&#39;re given.</span>
         <span class="c1"># In other words, if the turbine type is already in the cache, skip that iteration of</span>
         <span class="c1"># the for-loop.</span>
-        <span class="n">turbine_definition_cache</span> <span class="o">=</span> <span class="p">{}</span>
+
         <span class="k">for</span> <span class="n">t</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">turbine_type</span><span class="p">:</span>
             <span class="c1"># If a turbine type is a dict, then it was either preprocessed by the yaml</span>
             <span class="c1"># library to resolve the &quot;!include&quot; or it was set in a script as a dict. In either case,</span>
             <span class="c1"># add an entry to the cache</span>
             <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">t</span><span class="p">,</span> <span class="nb">dict</span><span class="p">):</span>
-                <span class="k">if</span> <span class="n">t</span><span class="p">[</span><span class="s2">&quot;turbine_type&quot;</span><span class="p">]</span> <span class="ow">in</span> <span class="n">turbine_definition_cache</span><span class="p">:</span>
-                    <span class="k">continue</span>
-                <span class="n">turbine_definition_cache</span><span class="p">[</span><span class="n">t</span><span class="p">[</span><span class="s2">&quot;turbine_type&quot;</span><span class="p">]]</span> <span class="o">=</span> <span class="n">t</span>
+                <span class="k">if</span> <span class="n">t</span><span class="p">[</span><span class="s2">&quot;turbine_type&quot;</span><span class="p">]</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">_turbine_definition_cache</span><span class="p">:</span>
+                    <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">_turbine_definition_cache</span><span class="p">[</span><span class="n">t</span><span class="p">[</span><span class="s2">&quot;turbine_type&quot;</span><span class="p">]]</span> <span class="o">==</span> <span class="n">t</span><span class="p">:</span>
+                        <span class="k">continue</span> <span class="c1"># Skip t if already loaded</span>
+                    <span class="k">else</span><span class="p">:</span>
+                        <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span>
+                            <span class="s2">&quot;Two different turbine definitions have the same name: &quot;</span>\
+                            <span class="sa">f</span><span class="s2">&quot;&#39;</span><span class="si">{</span><span class="n">t</span><span class="p">[</span><span class="s1">&#39;turbine_type&#39;</span><span class="p">]</span><span class="si">}</span><span class="s2">&#39;. &quot;</span>\
+                            <span class="s2">&quot;Please specify a unique &#39;turbine_type&#39; for each turbine definition.&quot;</span>
+                        <span class="p">)</span>
+                <span class="bp">self</span><span class="o">.</span><span class="n">_turbine_definition_cache</span><span class="p">[</span><span class="n">t</span><span class="p">[</span><span class="s2">&quot;turbine_type&quot;</span><span class="p">]]</span> <span class="o">=</span> <span class="n">t</span>
 
             <span class="c1"># If a turbine type is a string, then it is expected in the internal or external</span>
             <span class="c1"># turbine library</span>
             <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">t</span><span class="p">,</span> <span class="nb">str</span><span class="p">):</span>
-                <span class="k">if</span> <span class="n">t</span> <span class="ow">in</span> <span class="n">turbine_definition_cache</span><span class="p">:</span>
-                    <span class="k">continue</span>
+                <span class="k">if</span> <span class="n">t</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">_turbine_definition_cache</span><span class="p">:</span>
+                    <span class="k">continue</span> <span class="c1"># Skip t if already loaded</span>
 
                 <span class="c1"># Check if the file exists in the internal and/or external library</span>
                 <span class="n">internal_fn</span> <span class="o">=</span> <span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">internal_turbine_library</span> <span class="o">/</span> <span class="n">t</span><span class="p">)</span><span class="o">.</span><span class="n">with_suffix</span><span class="p">(</span><span class="s2">&quot;.yaml&quot;</span><span class="p">)</span>
@@ -743,7 +757,7 @@ <h1>Source code for floris.core.farm</h1><div class="highlight"><pre>
                         <span class="sa">f</span><span class="s2">&quot;The turbine type: </span><span class="si">{</span><span class="n">t</span><span class="si">}</span><span class="s2"> does not exist in either the internal or&quot;</span>
                         <span class="s2">&quot; external turbine library.&quot;</span>
                     <span class="p">)</span>
-                <span class="n">turbine_definition_cache</span><span class="p">[</span><span class="n">t</span><span class="p">]</span> <span class="o">=</span> <span class="n">load_yaml</span><span class="p">(</span><span class="n">full_path</span><span class="p">)</span>
+                <span class="bp">self</span><span class="o">.</span><span class="n">_turbine_definition_cache</span><span class="p">[</span><span class="n">t</span><span class="p">]</span> <span class="o">=</span> <span class="n">load_yaml</span><span class="p">(</span><span class="n">full_path</span><span class="p">)</span>
 
         <span class="c1"># Convert any dict entries in the turbine_type list to the type string. Since the</span>
         <span class="c1"># definition is saved above, we can make the whole list consistent now to use it</span>
@@ -753,23 +767,23 @@ <h1>Source code for floris.core.farm</h1><div class="highlight"><pre>
         <span class="c1"># types must be used. If we modify that directly and change its shape, recreating this</span>
         <span class="c1"># class with a different layout but not a new self.turbine_type could cause the data</span>
         <span class="c1"># to be out of sync.</span>
-        <span class="n">_turbine_types</span> <span class="o">=</span> <span class="p">[</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">_turbine_types</span> <span class="o">=</span> <span class="p">[</span>
             <span class="n">copy</span><span class="o">.</span><span class="n">deepcopy</span><span class="p">(</span><span class="n">t</span><span class="p">[</span><span class="s2">&quot;turbine_type&quot;</span><span class="p">])</span> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">t</span><span class="p">,</span> <span class="nb">dict</span><span class="p">)</span> <span class="k">else</span> <span class="n">t</span>
             <span class="k">for</span> <span class="n">t</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">turbine_type</span>
         <span class="p">]</span>
 
         <span class="c1"># If 1 turbine definition is given, expand to N turbines; this covers a 1-turbine</span>
         <span class="c1"># farm and 1 definition for multiple turbines</span>
-        <span class="k">if</span> <span class="nb">len</span><span class="p">(</span><span class="n">_turbine_types</span><span class="p">)</span> <span class="o">==</span> <span class="mi">1</span><span class="p">:</span>
-            <span class="n">_turbine_types</span> <span class="o">*=</span> <span class="bp">self</span><span class="o">.</span><span class="n">n_turbines</span>
+        <span class="k">if</span> <span class="nb">len</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">_turbine_types</span><span class="p">)</span> <span class="o">==</span> <span class="mi">1</span><span class="p">:</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">_turbine_types</span> <span class="o">*=</span> <span class="bp">self</span><span class="o">.</span><span class="n">n_turbines</span>
 
         <span class="c1"># Check that turbine definitions contain any v3 keys</span>
-        <span class="k">for</span> <span class="n">t</span> <span class="ow">in</span> <span class="n">_turbine_types</span><span class="p">:</span>
-            <span class="n">check_turbine_definition_for_v3_keys</span><span class="p">(</span><span class="n">turbine_definition_cache</span><span class="p">[</span><span class="n">t</span><span class="p">])</span>
+        <span class="k">for</span> <span class="n">_</span><span class="p">,</span> <span class="n">v</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">_turbine_definition_cache</span><span class="o">.</span><span class="n">items</span><span class="p">():</span>
+            <span class="n">check_turbine_definition_for_v3_keys</span><span class="p">(</span><span class="n">v</span><span class="p">)</span>
 
         <span class="c1"># Map each turbine definition to its index in this list</span>
         <span class="bp">self</span><span class="o">.</span><span class="n">turbine_definitions</span> <span class="o">=</span> <span class="p">[</span>
-            <span class="n">copy</span><span class="o">.</span><span class="n">deepcopy</span><span class="p">(</span><span class="n">turbine_definition_cache</span><span class="p">[</span><span class="n">t</span><span class="p">])</span> <span class="k">for</span> <span class="n">t</span> <span class="ow">in</span> <span class="n">_turbine_types</span>
+            <span class="n">copy</span><span class="o">.</span><span class="n">deepcopy</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">_turbine_definition_cache</span><span class="p">[</span><span class="n">t</span><span class="p">])</span> <span class="k">for</span> <span class="n">t</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">_turbine_types</span>
         <span class="p">]</span>
 
 <div class="viewcode-block" id="Farm.check_x">
@@ -886,7 +900,10 @@ <h1>Source code for floris.core.farm</h1><div class="highlight"><pre>
 <div class="viewcode-block" id="Farm.construct_turbine_map">
 <a class="viewcode-back" href="../../../_autosummary/floris.core.farm.html#floris.core.farm.Farm.construct_turbine_map">[docs]</a>
     <span class="k">def</span> <span class="nf">construct_turbine_map</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
-        <span class="bp">self</span><span class="o">.</span><span class="n">turbine_map</span> <span class="o">=</span> <span class="p">[</span><span class="n">Turbine</span><span class="o">.</span><span class="n">from_dict</span><span class="p">(</span><span class="n">turb</span><span class="p">)</span> <span class="k">for</span> <span class="n">turb</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">turbine_definitions</span><span class="p">]</span></div>
+        <span class="n">turbine_map_unique</span> <span class="o">=</span> <span class="p">{</span>
+            <span class="n">k</span><span class="p">:</span> <span class="n">Turbine</span><span class="o">.</span><span class="n">from_dict</span><span class="p">(</span><span class="n">v</span><span class="p">)</span> <span class="k">for</span> <span class="n">k</span><span class="p">,</span> <span class="n">v</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">_turbine_definition_cache</span><span class="o">.</span><span class="n">items</span><span class="p">()</span>
+        <span class="p">}</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">turbine_map</span> <span class="o">=</span> <span class="p">[</span><span class="n">turbine_map_unique</span><span class="p">[</span><span class="n">k</span><span class="p">]</span> <span class="k">for</span> <span class="n">k</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">_turbine_types</span><span class="p">]</span></div>
 
 
 <div class="viewcode-block" id="Farm.construct_turbine_thrust_coefficient_functions">
diff --git a/_modules/floris/core/flow_field.html b/_modules/floris/core/flow_field.html
index d415e460d..92fd225d7 100644
--- a/_modules/floris/core/flow_field.html
+++ b/_modules/floris/core/flow_field.html
@@ -240,6 +240,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="../../../_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -374,6 +375,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/_modules/floris/core/grid.html b/_modules/floris/core/grid.html
index e6154d964..c9f05dba5 100644
--- a/_modules/floris/core/grid.html
+++ b/_modules/floris/core/grid.html
@@ -240,6 +240,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="../../../_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -374,6 +375,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/_modules/floris/core/rotor_velocity.html b/_modules/floris/core/rotor_velocity.html
index b5f8c38d2..bc6003995 100644
--- a/_modules/floris/core/rotor_velocity.html
+++ b/_modules/floris/core/rotor_velocity.html
@@ -240,6 +240,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="../../../_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -374,6 +375,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/_modules/floris/core/solver.html b/_modules/floris/core/solver.html
index 9fdef4af0..83ebfe3cf 100644
--- a/_modules/floris/core/solver.html
+++ b/_modules/floris/core/solver.html
@@ -240,6 +240,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="../../../_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -374,6 +375,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/_modules/floris/core/turbine/operation_models.html b/_modules/floris/core/turbine/operation_models.html
index 0cb3fac53..e6c4445ed 100644
--- a/_modules/floris/core/turbine/operation_models.html
+++ b/_modules/floris/core/turbine/operation_models.html
@@ -240,6 +240,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -374,6 +375,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/_modules/floris/core/turbine/turbine.html b/_modules/floris/core/turbine/turbine.html
index 579e1d921..c40f2aad4 100644
--- a/_modules/floris/core/turbine/turbine.html
+++ b/_modules/floris/core/turbine/turbine.html
@@ -240,6 +240,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -374,6 +375,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/_modules/floris/core/wake.html b/_modules/floris/core/wake.html
index 64a511203..7c31f3ac2 100644
--- a/_modules/floris/core/wake.html
+++ b/_modules/floris/core/wake.html
@@ -240,6 +240,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="../../../_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -374,6 +375,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/_modules/floris/core/wake_combination/fls.html b/_modules/floris/core/wake_combination/fls.html
index cbfa6e9b9..8fc52c058 100644
--- a/_modules/floris/core/wake_combination/fls.html
+++ b/_modules/floris/core/wake_combination/fls.html
@@ -240,6 +240,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -374,6 +375,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/_modules/floris/core/wake_combination/max.html b/_modules/floris/core/wake_combination/max.html
index 12db363ff..fac767dd5 100644
--- a/_modules/floris/core/wake_combination/max.html
+++ b/_modules/floris/core/wake_combination/max.html
@@ -240,6 +240,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -374,6 +375,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/_modules/floris/core/wake_combination/sosfs.html b/_modules/floris/core/wake_combination/sosfs.html
index 48c657334..cf2399126 100644
--- a/_modules/floris/core/wake_combination/sosfs.html
+++ b/_modules/floris/core/wake_combination/sosfs.html
@@ -240,6 +240,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -374,6 +375,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/_modules/floris/core/wake_deflection/empirical_gauss.html b/_modules/floris/core/wake_deflection/empirical_gauss.html
index a83eda18b..832111a29 100644
--- a/_modules/floris/core/wake_deflection/empirical_gauss.html
+++ b/_modules/floris/core/wake_deflection/empirical_gauss.html
@@ -240,6 +240,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -374,6 +375,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/_modules/floris/core/wake_deflection/gauss.html b/_modules/floris/core/wake_deflection/gauss.html
index b70ce6879..7df8e45b6 100644
--- a/_modules/floris/core/wake_deflection/gauss.html
+++ b/_modules/floris/core/wake_deflection/gauss.html
@@ -240,6 +240,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -374,6 +375,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/_modules/floris/core/wake_deflection/jimenez.html b/_modules/floris/core/wake_deflection/jimenez.html
index ac54404fe..15d6500e0 100644
--- a/_modules/floris/core/wake_deflection/jimenez.html
+++ b/_modules/floris/core/wake_deflection/jimenez.html
@@ -240,6 +240,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -374,6 +375,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/_modules/floris/core/wake_deflection/none.html b/_modules/floris/core/wake_deflection/none.html
index 791c764a8..965daf4e0 100644
--- a/_modules/floris/core/wake_deflection/none.html
+++ b/_modules/floris/core/wake_deflection/none.html
@@ -240,6 +240,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -374,6 +375,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/_modules/floris/core/wake_turbulence/crespo_hernandez.html b/_modules/floris/core/wake_turbulence/crespo_hernandez.html
index 9188bdcd4..8ef956752 100644
--- a/_modules/floris/core/wake_turbulence/crespo_hernandez.html
+++ b/_modules/floris/core/wake_turbulence/crespo_hernandez.html
@@ -240,6 +240,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -374,6 +375,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/_modules/floris/core/wake_turbulence/none.html b/_modules/floris/core/wake_turbulence/none.html
index 5fbc39bf6..ed75af449 100644
--- a/_modules/floris/core/wake_turbulence/none.html
+++ b/_modules/floris/core/wake_turbulence/none.html
@@ -240,6 +240,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -374,6 +375,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/_modules/floris/core/wake_turbulence/wake_induced_mixing.html b/_modules/floris/core/wake_turbulence/wake_induced_mixing.html
index ad522d664..7b1fffd00 100644
--- a/_modules/floris/core/wake_turbulence/wake_induced_mixing.html
+++ b/_modules/floris/core/wake_turbulence/wake_induced_mixing.html
@@ -240,6 +240,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -374,6 +375,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/_modules/floris/core/wake_velocity/cumulative_gauss_curl.html b/_modules/floris/core/wake_velocity/cumulative_gauss_curl.html
index 3638f8e02..82b093d51 100644
--- a/_modules/floris/core/wake_velocity/cumulative_gauss_curl.html
+++ b/_modules/floris/core/wake_velocity/cumulative_gauss_curl.html
@@ -240,6 +240,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -374,6 +375,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/_modules/floris/core/wake_velocity/empirical_gauss.html b/_modules/floris/core/wake_velocity/empirical_gauss.html
index 5e1803f16..e31fa95c7 100644
--- a/_modules/floris/core/wake_velocity/empirical_gauss.html
+++ b/_modules/floris/core/wake_velocity/empirical_gauss.html
@@ -240,6 +240,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -374,6 +375,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/_modules/floris/core/wake_velocity/gauss.html b/_modules/floris/core/wake_velocity/gauss.html
index c619316df..abdf79036 100644
--- a/_modules/floris/core/wake_velocity/gauss.html
+++ b/_modules/floris/core/wake_velocity/gauss.html
@@ -240,6 +240,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -374,6 +375,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/_modules/floris/core/wake_velocity/jensen.html b/_modules/floris/core/wake_velocity/jensen.html
index 2693e137d..888835af8 100644
--- a/_modules/floris/core/wake_velocity/jensen.html
+++ b/_modules/floris/core/wake_velocity/jensen.html
@@ -240,6 +240,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -374,6 +375,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/_modules/floris/core/wake_velocity/none.html b/_modules/floris/core/wake_velocity/none.html
index fddc14373..d35d67979 100644
--- a/_modules/floris/core/wake_velocity/none.html
+++ b/_modules/floris/core/wake_velocity/none.html
@@ -240,6 +240,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -374,6 +375,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/_modules/floris/core/wake_velocity/turbopark.html b/_modules/floris/core/wake_velocity/turbopark.html
index b28ad2e2a..eae0127b4 100644
--- a/_modules/floris/core/wake_velocity/turbopark.html
+++ b/_modules/floris/core/wake_velocity/turbopark.html
@@ -240,6 +240,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -374,6 +375,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/_modules/floris/core/wake_velocity/turboparkgauss.html b/_modules/floris/core/wake_velocity/turboparkgauss.html
index cfe7c6b43..2512e068d 100644
--- a/_modules/floris/core/wake_velocity/turboparkgauss.html
+++ b/_modules/floris/core/wake_velocity/turboparkgauss.html
@@ -240,6 +240,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -374,6 +375,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/_modules/floris/cut_plane.html b/_modules/floris/cut_plane.html
index aaf5c4618..0c1d16260 100644
--- a/_modules/floris/cut_plane.html
+++ b/_modules/floris/cut_plane.html
@@ -240,6 +240,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -374,6 +375,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../../examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/_modules/floris/floris_model.html b/_modules/floris/floris_model.html
index a72f4cf73..c9d1da697 100644
--- a/_modules/floris/floris_model.html
+++ b/_modules/floris/floris_model.html
@@ -240,6 +240,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -374,6 +375,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../../examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/_modules/floris/flow_visualization.html b/_modules/floris/flow_visualization.html
index fe7c900f5..319f04ab8 100644
--- a/_modules/floris/flow_visualization.html
+++ b/_modules/floris/flow_visualization.html
@@ -240,6 +240,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -374,6 +375,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../../examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/_modules/floris/layout_visualization.html b/_modules/floris/layout_visualization.html
index f0e520dea..b948e6a02 100644
--- a/_modules/floris/layout_visualization.html
+++ b/_modules/floris/layout_visualization.html
@@ -240,6 +240,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -374,6 +375,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../../examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/_modules/floris/logging_manager.html b/_modules/floris/logging_manager.html
index 05bdb4fbe..a7f614075 100644
--- a/_modules/floris/logging_manager.html
+++ b/_modules/floris/logging_manager.html
@@ -240,6 +240,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -374,6 +375,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../../examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/_modules/floris/optimization/layout_optimization/layout_optimization_base.html b/_modules/floris/optimization/layout_optimization/layout_optimization_base.html
index d3921f50a..f38f2e75a 100644
--- a/_modules/floris/optimization/layout_optimization/layout_optimization_base.html
+++ b/_modules/floris/optimization/layout_optimization/layout_optimization_base.html
@@ -240,6 +240,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -374,6 +375,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
@@ -620,8 +623,8 @@ <h1>Source code for floris.optimization.layout_optimization.layout_optimization_
         <span class="n">b_depth</span> <span class="o">=</span> <span class="n">list_depth</span><span class="p">(</span><span class="n">boundaries</span><span class="p">)</span>
 
         <span class="n">boundary_specification_error_msg</span> <span class="o">=</span> <span class="p">(</span>
-            <span class="s2">&quot;boundaries should be a list of coordinates (specifed as (x,y) &quot;</span><span class="o">+</span>\
-            <span class="s2">&quot;tuples) or as a list of list of tuples (for seperable regions).&quot;</span>
+            <span class="s2">&quot;boundaries should be a list of coordinates (specified as (x,y) &quot;</span><span class="o">+</span>\
+            <span class="s2">&quot;tuples) or as a list of list of tuples (for separable regions).&quot;</span>
         <span class="p">)</span>
 
         <span class="k">if</span> <span class="n">b_depth</span> <span class="o">==</span> <span class="mi">1</span><span class="p">:</span>
@@ -704,7 +707,14 @@ <h1>Source code for floris.optimization.layout_optimization.layout_optimization_
 
 <div class="viewcode-block" id="LayoutOptimization.plot_layout_opt_results">
 <a class="viewcode-back" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html#floris.optimization.layout_optimization.layout_optimization_base.LayoutOptimization.plot_layout_opt_results">[docs]</a>
-    <span class="k">def</span> <span class="nf">plot_layout_opt_results</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">plot_boundary_dict</span><span class="o">=</span><span class="p">{},</span> <span class="n">ax</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">fontsize</span><span class="o">=</span><span class="mi">16</span><span class="p">):</span>
+    <span class="k">def</span> <span class="nf">plot_layout_opt_results</span><span class="p">(</span>
+            <span class="bp">self</span><span class="p">,</span>
+            <span class="n">plot_boundary_dict</span><span class="o">=</span><span class="p">{},</span>
+            <span class="n">initial_locs_plotting_dict</span><span class="o">=</span><span class="p">{},</span>
+            <span class="n">final_locs_plotting_dict</span><span class="o">=</span><span class="p">{},</span>
+            <span class="n">ax</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+            <span class="n">fontsize</span><span class="o">=</span><span class="mi">16</span>
+        <span class="p">):</span>
 
         <span class="n">x_initial</span><span class="p">,</span> <span class="n">y_initial</span><span class="p">,</span> <span class="n">x_opt</span><span class="p">,</span> <span class="n">y_opt</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_get_initial_and_final_locs</span><span class="p">()</span>
 
@@ -714,6 +724,7 @@ <h1>Source code for floris.optimization.layout_optimization.layout_optimization_
             <span class="n">ax</span> <span class="o">=</span> <span class="n">fig</span><span class="o">.</span><span class="n">add_subplot</span><span class="p">(</span><span class="mi">111</span><span class="p">)</span>
             <span class="n">ax</span><span class="o">.</span><span class="n">set_aspect</span><span class="p">(</span><span class="s2">&quot;equal&quot;</span><span class="p">)</span>
 
+        <span class="c1"># Handle default boundary plotting</span>
         <span class="n">default_plot_boundary_dict</span> <span class="o">=</span> <span class="p">{</span>
             <span class="s2">&quot;color&quot;</span><span class="p">:</span><span class="s2">&quot;None&quot;</span><span class="p">,</span>
             <span class="s2">&quot;alpha&quot;</span><span class="p">:</span><span class="mi">1</span><span class="p">,</span>
@@ -722,9 +733,30 @@ <h1>Source code for floris.optimization.layout_optimization.layout_optimization_
         <span class="p">}</span>
         <span class="n">plot_boundary_dict</span> <span class="o">=</span> <span class="p">{</span><span class="o">**</span><span class="n">default_plot_boundary_dict</span><span class="p">,</span> <span class="o">**</span><span class="n">plot_boundary_dict</span><span class="p">}</span>
 
+        <span class="c1"># Handle default initial location plotting</span>
+        <span class="n">default_initial_locs_plotting_dict</span> <span class="o">=</span> <span class="p">{</span>
+            <span class="s2">&quot;marker&quot;</span><span class="p">:</span><span class="s2">&quot;o&quot;</span><span class="p">,</span>
+            <span class="s2">&quot;color&quot;</span><span class="p">:</span><span class="s2">&quot;b&quot;</span><span class="p">,</span>
+            <span class="s2">&quot;linestyle&quot;</span><span class="p">:</span><span class="s2">&quot;None&quot;</span><span class="p">,</span>
+            <span class="s2">&quot;label&quot;</span><span class="p">:</span><span class="s2">&quot;Initial locations&quot;</span><span class="p">,</span>
+        <span class="p">}</span>
+        <span class="n">initial_locs_plotting_dict</span> <span class="o">=</span> <span class="p">{</span>
+            <span class="o">**</span><span class="n">default_initial_locs_plotting_dict</span><span class="p">,</span>
+            <span class="o">**</span><span class="n">initial_locs_plotting_dict</span>
+        <span class="p">}</span>
+
+        <span class="c1"># Handle default final location plotting</span>
+        <span class="n">default_final_locs_plotting_dict</span> <span class="o">=</span> <span class="p">{</span>
+            <span class="s2">&quot;marker&quot;</span><span class="p">:</span><span class="s2">&quot;o&quot;</span><span class="p">,</span>
+            <span class="s2">&quot;color&quot;</span><span class="p">:</span><span class="s2">&quot;r&quot;</span><span class="p">,</span>
+            <span class="s2">&quot;linestyle&quot;</span><span class="p">:</span><span class="s2">&quot;None&quot;</span><span class="p">,</span>
+            <span class="s2">&quot;label&quot;</span><span class="p">:</span><span class="s2">&quot;New locations&quot;</span><span class="p">,</span>
+        <span class="p">}</span>
+        <span class="n">final_locs_plotting_dict</span> <span class="o">=</span> <span class="p">{</span><span class="o">**</span><span class="n">default_final_locs_plotting_dict</span><span class="p">,</span> <span class="o">**</span><span class="n">final_locs_plotting_dict</span><span class="p">}</span>
+
         <span class="bp">self</span><span class="o">.</span><span class="n">plot_layout_opt_boundary</span><span class="p">(</span><span class="n">plot_boundary_dict</span><span class="p">,</span> <span class="n">ax</span><span class="o">=</span><span class="n">ax</span><span class="p">)</span>
-        <span class="n">ax</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">x_initial</span><span class="p">,</span> <span class="n">y_initial</span><span class="p">,</span> <span class="s2">&quot;ob&quot;</span><span class="p">,</span> <span class="n">label</span><span class="o">=</span><span class="s2">&quot;Initial locations&quot;</span><span class="p">)</span>
-        <span class="n">ax</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">x_opt</span><span class="p">,</span> <span class="n">y_opt</span><span class="p">,</span> <span class="s2">&quot;or&quot;</span><span class="p">,</span> <span class="n">label</span><span class="o">=</span><span class="s2">&quot;New locations&quot;</span><span class="p">)</span>
+        <span class="n">ax</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">x_initial</span><span class="p">,</span> <span class="n">y_initial</span><span class="p">,</span> <span class="o">**</span><span class="n">initial_locs_plotting_dict</span><span class="p">)</span>
+        <span class="n">ax</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">x_opt</span><span class="p">,</span> <span class="n">y_opt</span><span class="p">,</span> <span class="o">**</span><span class="n">final_locs_plotting_dict</span><span class="p">)</span>
         <span class="n">ax</span><span class="o">.</span><span class="n">set_xlabel</span><span class="p">(</span><span class="s2">&quot;x (m)&quot;</span><span class="p">,</span> <span class="n">fontsize</span><span class="o">=</span><span class="n">fontsize</span><span class="p">)</span>
         <span class="n">ax</span><span class="o">.</span><span class="n">set_ylabel</span><span class="p">(</span><span class="s2">&quot;y (m)&quot;</span><span class="p">,</span> <span class="n">fontsize</span><span class="o">=</span><span class="n">fontsize</span><span class="p">)</span>
         <span class="n">ax</span><span class="o">.</span><span class="n">grid</span><span class="p">(</span><span class="kc">True</span><span class="p">)</span>
diff --git a/_modules/floris/optimization/layout_optimization/layout_optimization_boundary_grid.html b/_modules/floris/optimization/layout_optimization/layout_optimization_boundary_grid.html
index 2732db64d..b85f22f3c 100644
--- a/_modules/floris/optimization/layout_optimization/layout_optimization_boundary_grid.html
+++ b/_modules/floris/optimization/layout_optimization/layout_optimization_boundary_grid.html
@@ -240,6 +240,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -374,6 +375,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/_modules/floris/optimization/layout_optimization/layout_optimization_gridded.html b/_modules/floris/optimization/layout_optimization/layout_optimization_gridded.html
new file mode 100644
index 000000000..e26dd6a12
--- /dev/null
+++ b/_modules/floris/optimization/layout_optimization/layout_optimization_gridded.html
@@ -0,0 +1,860 @@
+
+<!DOCTYPE html>
+
+
+<html lang="python" data-content_root="../../../../" >
+
+  <head>
+    <meta charset="utf-8" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" />
+    <title>floris.optimization.layout_optimization.layout_optimization_gridded &#8212; FLORIS</title>
+  
+  
+  
+  <script data-cfasync="false">
+    document.documentElement.dataset.mode = localStorage.getItem("mode") || "";
+    document.documentElement.dataset.theme = localStorage.getItem("theme") || "";
+  </script>
+  
+  <!-- Loaded before other Sphinx assets -->
+  <link href="../../../../_static/styles/theme.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
+<link href="../../../../_static/styles/bootstrap.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
+<link href="../../../../_static/styles/pydata-sphinx-theme.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
+
+  
+  <link href="../../../../_static/vendor/fontawesome/6.5.2/css/all.min.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
+  <link rel="preload" as="font" type="font/woff2" crossorigin href="../../../../_static/vendor/fontawesome/6.5.2/webfonts/fa-solid-900.woff2" />
+<link rel="preload" as="font" type="font/woff2" crossorigin href="../../../../_static/vendor/fontawesome/6.5.2/webfonts/fa-brands-400.woff2" />
+<link rel="preload" as="font" type="font/woff2" crossorigin href="../../../../_static/vendor/fontawesome/6.5.2/webfonts/fa-regular-400.woff2" />
+
+    <link rel="stylesheet" type="text/css" href="../../../../_static/pygments.css?v=fa44fd50" />
+    <link rel="stylesheet" type="text/css" href="../../../../_static/styles/sphinx-book-theme.css?v=a3416100" />
+    <link rel="stylesheet" type="text/css" href="../../../../_static/togglebutton.css?v=13237357" />
+    <link rel="stylesheet" type="text/css" href="../../../../_static/copybutton.css?v=76b2166b" />
+    <link rel="stylesheet" type="text/css" href="../../../../_static/mystnb.4510f1fc1dee50b3e5859aac5469c37c29e427902b24a333a5f9fcb2f0b3ac41.css" />
+    <link rel="stylesheet" type="text/css" href="../../../../_static/sphinx-thebe.css?v=4fa983c6" />
+    <link rel="stylesheet" type="text/css" href="../../../../_static/sphinx-design.min.css?v=95c83b7e" />
+  
+  <!-- Pre-loaded scripts that we'll load fully later -->
+  <link rel="preload" as="script" href="../../../../_static/scripts/bootstrap.js?digest=dfe6caa3a7d634c4db9b" />
+<link rel="preload" as="script" href="../../../../_static/scripts/pydata-sphinx-theme.js?digest=dfe6caa3a7d634c4db9b" />
+  <script src="../../../../_static/vendor/fontawesome/6.5.2/js/all.min.js?digest=dfe6caa3a7d634c4db9b"></script>
+
+    <script src="../../../../_static/documentation_options.js?v=30a733bc"></script>
+    <script src="../../../../_static/doctools.js?v=9a2dae69"></script>
+    <script src="../../../../_static/sphinx_highlight.js?v=dc90522c"></script>
+    <script src="../../../../_static/clipboard.min.js?v=a7894cd8"></script>
+    <script src="../../../../_static/copybutton.js?v=f281be69"></script>
+    <script src="../../../../_static/scripts/sphinx-book-theme.js?v=887ef09a"></script>
+    <script>let toggleHintShow = 'Click to show';</script>
+    <script>let toggleHintHide = 'Click to hide';</script>
+    <script>let toggleOpenOnPrint = 'true';</script>
+    <script src="../../../../_static/togglebutton.js?v=4a39c7ea"></script>
+    <script>var togglebuttonSelector = '.toggle, .admonition.dropdown';</script>
+    <script src="../../../../_static/design-tabs.js?v=f930bc37"></script>
+    <script async="async" src="https://www.googletagmanager.com/gtag/js?id=G-JV2SK7CNPR"></script>
+    <script>
+                window.dataLayer = window.dataLayer || [];
+                function gtag(){ dataLayer.push(arguments); }
+                gtag('js', new Date());
+                gtag('config', 'G-JV2SK7CNPR');
+            </script>
+    <script>const THEBE_JS_URL = "https://unpkg.com/thebe@0.8.2/lib/index.js"; const thebe_selector = ".thebe,.cell"; const thebe_selector_input = "pre"; const thebe_selector_output = ".output, .cell_output"</script>
+    <script async="async" src="../../../../_static/sphinx-thebe.js?v=c100c467"></script>
+    <script>var togglebuttonSelector = '.toggle, .admonition.dropdown';</script>
+    <script>
+                window.dataLayer = window.dataLayer || [];
+                function gtag(){ dataLayer.push(arguments); }
+                gtag('js', new Date());
+                gtag('config', 'G-JV2SK7CNPR');
+            </script>
+    <script>const THEBE_JS_URL = "https://unpkg.com/thebe@0.8.2/lib/index.js"; const thebe_selector = ".thebe,.cell"; const thebe_selector_input = "pre"; const thebe_selector_output = ".output, .cell_output"</script>
+    <script src="https://unpkg.com/mermaid@10.8/dist/mermaid.min.js"></script>
+    <script>mermaid.initialize({startOnLoad:true});</script>
+    <script>DOCUMENTATION_OPTIONS.pagename = '_modules/floris/optimization/layout_optimization/layout_optimization_gridded';</script>
+    <link rel="index" title="Index" href="../../../../genindex.html" />
+    <link rel="search" title="Search" href="../../../../search.html" />
+  <meta name="viewport" content="width=device-width, initial-scale=1"/>
+  <meta name="docsearch:language" content="python"/>
+  </head>
+  
+  
+  <body data-bs-spy="scroll" data-bs-target=".bd-toc-nav" data-offset="180" data-bs-root-margin="0px 0px -60%" data-default-mode="">
+
+  
+  
+  <div id="pst-skip-link" class="skip-link d-print-none"><a href="#main-content">Skip to main content</a></div>
+  
+  <div id="pst-scroll-pixel-helper"></div>
+  
+  <button type="button" class="btn rounded-pill" id="pst-back-to-top">
+    <i class="fa-solid fa-arrow-up"></i>Back to top</button>
+
+  
+  <input type="checkbox"
+          class="sidebar-toggle"
+          id="pst-primary-sidebar-checkbox"/>
+  <label class="overlay overlay-primary" for="pst-primary-sidebar-checkbox"></label>
+  
+  <input type="checkbox"
+          class="sidebar-toggle"
+          id="pst-secondary-sidebar-checkbox"/>
+  <label class="overlay overlay-secondary" for="pst-secondary-sidebar-checkbox"></label>
+  
+  <div class="search-button__wrapper">
+    <div class="search-button__overlay"></div>
+    <div class="search-button__search-container">
+<form class="bd-search d-flex align-items-center"
+      action="../../../../search.html"
+      method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search"
+         class="form-control"
+         name="q"
+         id="search-input"
+         placeholder="Search this book..."
+         aria-label="Search this book..."
+         autocomplete="off"
+         autocorrect="off"
+         autocapitalize="off"
+         spellcheck="false"/>
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form></div>
+  </div>
+
+  <div class="pst-async-banner-revealer d-none">
+  <aside id="bd-header-version-warning" class="d-none d-print-none" aria-label="Version warning"></aside>
+</div>
+
+  
+    <header class="bd-header navbar navbar-expand-lg bd-navbar d-print-none">
+    </header>
+  
+
+  <div class="bd-container">
+    <div class="bd-container__inner bd-page-width">
+      
+      
+      
+        
+      
+      <div class="bd-sidebar-primary bd-sidebar">
+        
+
+  
+  <div class="sidebar-header-items sidebar-primary__section">
+    
+    
+    
+    
+  </div>
+  
+    <div class="sidebar-primary-items__start sidebar-primary__section">
+        <div class="sidebar-primary-item">
+
+  
+    
+  
+
+<a class="navbar-brand logo" href="../../../../index.html">
+  
+  
+  
+  
+  
+    
+    
+      
+    
+    
+    <img src="../../../../_static/docs_image.png" class="logo__image only-light" alt="FLORIS - Home"/>
+    <script>document.write(`<img src="../../../../_static/docs_image.png" class="logo__image only-dark" alt="FLORIS - Home"/>`);</script>
+  
+  
+</a></div>
+        <div class="sidebar-primary-item">
+
+ <script>
+ document.write(`
+   <button class="btn search-button-field search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="fa-solid fa-magnifying-glass"></i>
+    <span class="search-button__default-text">Search</span>
+    <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd class="kbd-shortcut__modifier">K</kbd></span>
+   </button>
+ `);
+ </script></div>
+        <div class="sidebar-primary-item"><nav class="bd-links bd-docs-nav" aria-label="Main">
+    <div class="bd-toc-item navbar-nav active">
+        
+        <ul class="nav bd-sidenav bd-sidenav__home-link">
+            <li class="toctree-l1">
+                <a class="reference internal" href="../../../../index.html">
+                    FLORIS Wake Modeling & Wind Farm Controls
+                </a>
+            </li>
+        </ul>
+        <p aria-level="2" class="caption" role="heading"><span class="caption-text">Getting Started</span></p>
+<ul class="nav bd-sidenav">
+<li class="toctree-l1"><a class="reference internal" href="../../../../installation.html">Installation</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../v3_to_v4.html">Switching from FLORIS v3 to v4</a></li>
+</ul>
+<p aria-level="2" class="caption" role="heading"><span class="caption-text">User Reference</span></p>
+<ul class="nav bd-sidenav">
+<li class="toctree-l1"><a class="reference internal" href="../../../../intro_concepts.html">Introductory Concepts</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../advanced_concepts.html">Advanced Concepts</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../wind_data_user.html">Wind Data Objects</a></li>
+
+<li class="toctree-l1"><a class="reference internal" href="../../../../heterogeneous_map.html">Heterogeneous Map</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../floating_wind_turbine.html">Floating Wind Turbine Modeling</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../turbine_interaction.html">Turbine Library Interface</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../operation_models_user.html">Turbine Operation Models</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../layout_optimization.html">Layout Optimization</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../input_reference_main.html">Main Input File Reference</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../input_reference_turbine.html">Turbine Input File Reference</a></li>
+</ul>
+<p aria-level="2" class="caption" role="heading"><span class="caption-text">Theory and Background</span></p>
+<ul class="nav bd-sidenav">
+<li class="toctree-l1 has-children"><a class="reference internal" href="../../../../wake_models.html">Wake Models</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
+<li class="toctree-l2"><a class="reference internal" href="../../../../empirical_gauss_model.html">Empirical Gaussian model</a></li>
+</ul>
+</details></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../bibliography.html">Bibliography</a></li>
+</ul>
+<p aria-level="2" class="caption" role="heading"><span class="caption-text">Developer Reference</span></p>
+<ul class="nav bd-sidenav">
+<li class="toctree-l1"><a class="reference internal" href="../../../../dev_guide.html">Developer's Guide</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../architecture.html">Architecture and Design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../code_quality.html">Code Quality</a></li>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../../../../api_docs.html">API Documentation</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
+<li class="toctree-l2"><a class="reference internal" href="../../../../_autosummary/floris.flow_visualization.html">floris.flow_visualization</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../../../_autosummary/floris.floris_model.html">floris.floris_model</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../../../_autosummary/floris.wind_data.html">floris.wind_data</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../../../_autosummary/floris.uncertain_floris_model.html">floris.uncertain_floris_model</a></li>
+<li class="toctree-l2 has-children"><a class="reference internal" href="../../../../_autosummary/floris.turbine_library.html">floris.turbine_library</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
+<li class="toctree-l3"><a class="reference internal" href="../../../../_autosummary/floris.turbine_library.turbine_previewer.html">floris.turbine_library.turbine_previewer</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../../../../_autosummary/floris.turbine_library.turbine_utilities.html">floris.turbine_library.turbine_utilities</a></li>
+</ul>
+</details></li>
+<li class="toctree-l2"><a class="reference internal" href="../../../../_autosummary/floris.parallel_floris_model.html">floris.parallel_floris_model</a></li>
+<li class="toctree-l2 has-children"><a class="reference internal" href="../../../../_autosummary/floris.optimization.html">floris.optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
+<li class="toctree-l3 has-children"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
+<li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_scipy.html">floris.optimization.layout_optimization.layout_optimization_scipy</a></li>
+</ul>
+</details></li>
+<li class="toctree-l3 has-children"><a class="reference internal" href="../../../../_autosummary/floris.optimization.other.html">floris.optimization.other</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
+<li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.other.boundary_grid.html">floris.optimization.other.boundary_grid</a></li>
+</ul>
+</details></li>
+<li class="toctree-l3 has-children"><a class="reference internal" href="../../../../_autosummary/floris.optimization.yaw_optimization.html">floris.optimization.yaw_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
+<li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.yaw_optimization.yaw_optimization_base.html">floris.optimization.yaw_optimization.yaw_optimization_base</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.yaw_optimization.yaw_optimization_tools.html">floris.optimization.yaw_optimization.yaw_optimization_tools</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.yaw_optimization.yaw_optimizer_geometric.html">floris.optimization.yaw_optimization.yaw_optimizer_geometric</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.yaw_optimization.yaw_optimizer_scipy.html">floris.optimization.yaw_optimization.yaw_optimizer_scipy</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.yaw_optimization.yaw_optimizer_sr.html">floris.optimization.yaw_optimization.yaw_optimizer_sr</a></li>
+</ul>
+</details></li>
+</ul>
+</details></li>
+<li class="toctree-l2"><a class="reference internal" href="../../../../_autosummary/floris.layout_visualization.html">floris.layout_visualization</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../../../_autosummary/floris.cut_plane.html">floris.cut_plane</a></li>
+<li class="toctree-l2 has-children"><a class="reference internal" href="../../../../_autosummary/floris.core.html">floris.core</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
+<li class="toctree-l3"><a class="reference internal" href="../../../../_autosummary/floris.core.base.html">floris.core.base</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../../../../_autosummary/floris.core.core.html">floris.core.core</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../../../../_autosummary/floris.core.farm.html">floris.core.farm</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../../../../_autosummary/floris.core.flow_field.html">floris.core.flow_field</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../../../../_autosummary/floris.core.grid.html">floris.core.grid</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../../../../_autosummary/floris.core.rotor_velocity.html">floris.core.rotor_velocity</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../../../../_autosummary/floris.core.solver.html">floris.core.solver</a></li>
+<li class="toctree-l3 has-children"><a class="reference internal" href="../../../../_autosummary/floris.core.turbine.html">floris.core.turbine</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
+<li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.core.turbine.operation_models.html">floris.core.turbine.operation_models</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.core.turbine.turbine.html">floris.core.turbine.turbine</a></li>
+</ul>
+</details></li>
+<li class="toctree-l3"><a class="reference internal" href="../../../../_autosummary/floris.core.wake.html">floris.core.wake</a></li>
+<li class="toctree-l3 has-children"><a class="reference internal" href="../../../../_autosummary/floris.core.wake_combination.html">floris.core.wake_combination</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
+<li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.core.wake_combination.fls.html">floris.core.wake_combination.fls</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.core.wake_combination.max.html">floris.core.wake_combination.max</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.core.wake_combination.sosfs.html">floris.core.wake_combination.sosfs</a></li>
+</ul>
+</details></li>
+<li class="toctree-l3 has-children"><a class="reference internal" href="../../../../_autosummary/floris.core.wake_deflection.html">floris.core.wake_deflection</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
+<li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.core.wake_deflection.empirical_gauss.html">floris.core.wake_deflection.empirical_gauss</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.core.wake_deflection.gauss.html">floris.core.wake_deflection.gauss</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.core.wake_deflection.jimenez.html">floris.core.wake_deflection.jimenez</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.core.wake_deflection.none.html">floris.core.wake_deflection.none</a></li>
+</ul>
+</details></li>
+<li class="toctree-l3 has-children"><a class="reference internal" href="../../../../_autosummary/floris.core.wake_turbulence.html">floris.core.wake_turbulence</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
+<li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.core.wake_turbulence.crespo_hernandez.html">floris.core.wake_turbulence.crespo_hernandez</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.core.wake_turbulence.none.html">floris.core.wake_turbulence.none</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.core.wake_turbulence.wake_induced_mixing.html">floris.core.wake_turbulence.wake_induced_mixing</a></li>
+</ul>
+</details></li>
+<li class="toctree-l3 has-children"><a class="reference internal" href="../../../../_autosummary/floris.core.wake_velocity.html">floris.core.wake_velocity</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
+<li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.core.wake_velocity.cumulative_gauss_curl.html">floris.core.wake_velocity.cumulative_gauss_curl</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.core.wake_velocity.empirical_gauss.html">floris.core.wake_velocity.empirical_gauss</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.core.wake_velocity.gauss.html">floris.core.wake_velocity.gauss</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.core.wake_velocity.jensen.html">floris.core.wake_velocity.jensen</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.core.wake_velocity.none.html">floris.core.wake_velocity.none</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.core.wake_velocity.turbopark.html">floris.core.wake_velocity.turbopark</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.core.wake_velocity.turboparkgauss.html">floris.core.wake_velocity.turboparkgauss</a></li>
+</ul>
+</details></li>
+</ul>
+</details></li>
+<li class="toctree-l2"><a class="reference internal" href="../../../../_autosummary/floris.convert_turbine_v3_to_v4.html">floris.convert_turbine_v3_to_v4</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../../../_autosummary/floris.convert_floris_input_v3_to_v4.html">floris.convert_floris_input_v3_to_v4</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../../../_autosummary/floris.utilities.html">floris.utilities</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../../../_autosummary/floris.type_dec.html">floris.type_dec</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../../../_autosummary/floris.logging_manager.html">floris.logging_manager</a></li>
+</ul>
+</details></li>
+</ul>
+<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples</span></p>
+<ul class="nav bd-sidenav">
+<li class="toctree-l1"><a class="reference internal" href="../../../../examples/001_opening_floris_computing_power.html">Example 1: Opening FLORIS and Computing Power</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../examples/002_visualizations.html">Example 2: Visualizations</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../examples/003_wind_data_objects.html">Example 3: Wind Data Objects</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../examples/004_set.html">Example 4: Set</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../examples/005_getting_power.html">Example 5: Getting Turbine and Farm Power</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../examples/006_get_farm_aep.html">Example 6: Getting Expected Power and AEP</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../examples/007_sweeping_variables.html">Example 7: Sweeping Variables</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../examples/008_uncertain_models.html">Example 8: Uncertain Models</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../examples/009_compare_farm_power_with_neighbor.html">Example 9: Compare farm power with neighboring farm</a></li>
+</ul>
+<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Control optimization</span></p>
+<ul class="nav bd-sidenav">
+<li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_control_optimization/001_opt_yaw_single_ws.html">Example: Optimize yaw for a single wind speed and multiple wind directions</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_control_optimization/002_opt_yaw_single_ws_uncertain.html">Example: Optimize yaw for a single wind speed and multiple wind directions.</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_control_optimization/003_opt_yaw_multiple_ws.html">Example: Optimize yaw for multiple wind directions and multiple wind speeds.</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_control_optimization/004_optimize_yaw_aep.html">Example: Optimize yaw and compare AEP</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_control_optimization/005_optimize_yaw_aep_parallel.html">Example: Optimize yaw and compare AEP in parallel</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_control_optimization/006_compare_yaw_optimizers.html">Example: Compare yaw optimizers</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_control_optimization/007_optimize_yaw_with_neighbor_farms.html">Example: Optimize yaw with neighbor farm</a></li>
+</ul>
+<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Control types</span></p>
+<ul class="nav bd-sidenav">
+<li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_control_types/001_derating_control.html">Example of using the simple-derating control model in FLORIS.</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_control_types/002_disable_turbines.html">Example: Disabling turbines</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_control_types/003_setting_yaw_and_disabling.html">Example: Setting yaw angles and disabling turbine</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_control_types/004_helix_active_wake_mixing.html">Example: Helix active wake mixing</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_control_types/005_peak_shaving.html">Example of using the peak-shaving turbine operation model.</a></li>
+</ul>
+<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Emgauss</span></p>
+<ul class="nav bd-sidenav">
+<li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_emgauss/001_empirical_gauss_velocity_deficit_parameters.html">Example: Empirical Gaussian velocity deficit parameters</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_emgauss/002_empirical_gauss_deflection_parameters.html">Example: Empirical Gaussian deflection parameters</a></li>
+</ul>
+<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Floating</span></p>
+<ul class="nav bd-sidenav">
+<li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_floating/001_floating_turbine_models.html">Example: Floating turbines</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_floating/002_floating_vs_fixedbottom_farm.html">Example: Floating vs fixed-bottom farm</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_floating/003_tilt_driven_vertical_wake_deflection.html">Example: Tilt-driven vertical wake deflection</a></li>
+</ul>
+<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Get flow</span></p>
+<ul class="nav bd-sidenav">
+<li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_get_flow/001_extract_wind_speed_at_turbines.html">Example: Extract wind speed at turbines</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_get_flow/002_extract_wind_speed_at_points.html">Example: Extract wind speed at points</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_get_flow/003_plot_velocity_deficit_profiles.html">Example: Plot velocity deficit profiles</a></li>
+</ul>
+<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Heterogeneous</span></p>
+<ul class="nav bd-sidenav">
+<li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_heterogeneous/001_heterogeneous_inflow_single.html">Example: Heterogeneous Inflow for single case</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_heterogeneous/002_heterogeneous_using_wind_data.html">Example: Heterogeneous Inflow using wind data</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_heterogeneous/003_heterogeneous_speedup_by_wd_and_ws.html">Example: Heterogeneous Speedup by Wind Direction and Wind Speed</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_heterogeneous/004_heterogeneous_2d_and_3d.html">Example: Heterogeneous Inflow in 2D and 3D</a></li>
+</ul>
+<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Layout optimization</span></p>
+<ul class="nav bd-sidenav">
+<li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
+</ul>
+<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
+<ul class="nav bd-sidenav">
+<li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_multidim/001_multi_dimensional_cp_ct.html">Example: Multi-dimensional Cp/Ct data</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_multidim/002_multi_dimensional_cp_ct_2Hs.html">Example: Multi-dimensional Cp/Ct with 2 Hs values</a></li>
+</ul>
+<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Turbine</span></p>
+<ul class="nav bd-sidenav">
+<li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_turbine/001_check_turbine.html">Example: Check turbine power curves</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_turbine/002_multiple_turbine_types.html">Example: Multiple turbine types</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_turbine/003_specify_turbine_power_curve.html">Example: Specify turbine power curve</a></li>
+</ul>
+<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Turbopark</span></p>
+<ul class="nav bd-sidenav">
+<li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_turbopark/001_compare_turbopark_implementations.html">Example: Compare TurbOPark model implementations</a></li>
+</ul>
+<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Uncertain</span></p>
+<ul class="nav bd-sidenav">
+<li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_uncertain/001_uncertain_model_params.html">Example: Uncertain Model Parameters</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_uncertain/002_approx_floris_model.html">Example: Approximate Model Parameters</a></li>
+</ul>
+<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Visualizations</span></p>
+<ul class="nav bd-sidenav">
+<li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_visualizations/001_layout_visualizations.html">Example: Layout Visualizations</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_visualizations/002_visualize_y_cut_plane.html">Example: Visualize y cut plane</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_visualizations/003_visualize_cross_plane.html">Example: Visualize cross plane</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_visualizations/004_visualize_rotor_values.html">Example: Visualize rotor velocities</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_visualizations/005_visualize_flow_by_sweeping_turbines.html">Example: Visualize flow by sweeping turbines</a></li>
+</ul>
+<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Wind data</span></p>
+<ul class="nav bd-sidenav">
+<li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_wind_data/001_wind_data_comparisons.html">Example: Wind Data Comparisons</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_wind_data/002_generate_ti.html">Example: Generate TI</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_wind_data/003_generate_value.html">Example: Generate value</a></li>
+</ul>
+<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Wind resource grid</span></p>
+<ul class="nav bd-sidenav">
+<li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_wind_resource_grid/000_generate_example_wrg.html">Example: Generate Example WRG File</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_wind_resource_grid/001_wind_rose_wrg.html">Example: WindRoseWRG</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_wind_resource_grid/002_set_floris_with_wrg.html">Example: Setting FLORIS with WindRoseWRG</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_wind_resource_grid/003_wrg_compar_layout_optimization.html">Example: Layout optimization with WindRoseWRG comparison</a></li>
+</ul>
+
+    </div>
+</nav></div>
+    </div>
+  
+  
+  <div class="sidebar-primary-items__end sidebar-primary__section">
+  </div>
+  
+  <div id="rtd-footer-container"></div>
+
+
+      </div>
+      
+      <main id="main-content" class="bd-main" role="main">
+        
+        
+
+<div class="sbt-scroll-pixel-helper"></div>
+
+          <div class="bd-content">
+            <div class="bd-article-container">
+              
+              <div class="bd-header-article d-print-none">
+<div class="header-article-items header-article__inner">
+  
+    <div class="header-article-items__start">
+      
+        <div class="header-article-item"><button class="sidebar-toggle primary-toggle btn btn-sm" title="Toggle primary sidebar" data-bs-placement="bottom" data-bs-toggle="tooltip">
+  <span class="fa-solid fa-bars"></span>
+</button></div>
+      
+    </div>
+  
+  
+    <div class="header-article-items__end">
+      
+        <div class="header-article-item">
+
+<div class="article-header-buttons">
+
+
+
+
+
+<div class="dropdown dropdown-source-buttons">
+  <button class="btn dropdown-toggle" type="button" data-bs-toggle="dropdown" aria-expanded="false" aria-label="Source repositories">
+    <i class="fab fa-github"></i>
+  </button>
+  <ul class="dropdown-menu">
+      
+      
+      
+      <li><a href="https://github.com/NREL/floris" target="_blank"
+   class="btn btn-sm btn-source-repository-button dropdown-item"
+   title="Source repository"
+   data-bs-placement="left" data-bs-toggle="tooltip"
+>
+  
+
+<span class="btn__icon-container">
+  <i class="fab fa-github"></i>
+  </span>
+<span class="btn__text-container">Repository</span>
+</a>
+</li>
+      
+      
+      
+      
+      <li><a href="https://github.com/NREL/floris/issues/new?title=Issue%20on%20page%20%2F_modules/floris/optimization/layout_optimization/layout_optimization_gridded.html&body=Your%20issue%20content%20here." target="_blank"
+   class="btn btn-sm btn-source-issues-button dropdown-item"
+   title="Open an issue"
+   data-bs-placement="left" data-bs-toggle="tooltip"
+>
+  
+
+<span class="btn__icon-container">
+  <i class="fas fa-lightbulb"></i>
+  </span>
+<span class="btn__text-container">Open issue</span>
+</a>
+</li>
+      
+  </ul>
+</div>
+
+
+
+
+<button onclick="toggleFullScreen()"
+  class="btn btn-sm btn-fullscreen-button"
+  title="Fullscreen mode"
+  data-bs-placement="bottom" data-bs-toggle="tooltip"
+>
+  
+
+<span class="btn__icon-container">
+  <i class="fas fa-expand"></i>
+  </span>
+
+</button>
+
+
+
+<script>
+document.write(`
+  <button class="btn btn-sm nav-link pst-navbar-icon theme-switch-button" title="light/dark" aria-label="light/dark" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="theme-switch fa-solid fa-sun fa-lg" data-mode="light"></i>
+    <i class="theme-switch fa-solid fa-moon fa-lg" data-mode="dark"></i>
+    <i class="theme-switch fa-solid fa-circle-half-stroke fa-lg" data-mode="auto"></i>
+  </button>
+`);
+</script>
+
+
+<script>
+document.write(`
+  <button class="btn btn-sm pst-navbar-icon search-button search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="fa-solid fa-magnifying-glass fa-lg"></i>
+  </button>
+`);
+</script>
+
+</div></div>
+      
+    </div>
+  
+</div>
+</div>
+              
+              
+
+<div id="jb-print-docs-body" class="onlyprint">
+    <h1></h1>
+    <!-- Table of contents -->
+    <div id="print-main-content">
+        <div id="jb-print-toc">
+            
+        </div>
+    </div>
+</div>
+
+              
+                
+<div id="searchbox"></div>
+                <article class="bd-article">
+                  
+  <h1>Source code for floris.optimization.layout_optimization.layout_optimization_gridded</h1><div class="highlight"><pre>
+<span></span><span class="kn">from</span> <span class="nn">__future__</span> <span class="kn">import</span> <span class="n">annotations</span>
+
+<span class="kn">import</span> <span class="nn">numpy</span> <span class="k">as</span> <span class="nn">np</span>
+
+<span class="kn">from</span> <span class="nn">floris</span> <span class="kn">import</span> <span class="n">FlorisModel</span>
+
+<span class="kn">from</span> <span class="nn">.layout_optimization_base</span> <span class="kn">import</span> <span class="n">LayoutOptimization</span>
+<span class="kn">from</span> <span class="nn">.layout_optimization_random_search</span> <span class="kn">import</span> <span class="n">test_point_in_bounds</span>
+
+
+<div class="viewcode-block" id="LayoutOptimizationGridded">
+<a class="viewcode-back" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html#floris.optimization.layout_optimization.layout_optimization_gridded.LayoutOptimizationGridded">[docs]</a>
+<span class="k">class</span> <span class="nc">LayoutOptimizationGridded</span><span class="p">(</span><span class="n">LayoutOptimization</span><span class="p">):</span>
+<span class="w">    </span><span class="sd">&quot;&quot;&quot;</span>
+<span class="sd">    Generates layouts that fit the most turbines arranged in a gridded</span>
+<span class="sd">    pattern into the given boundaries. The grid can be square (default)</span>
+<span class="sd">    or hexagonal. The layout is optimized by rotating and translating</span>
+<span class="sd">    the grid to maximize the number of turbines that fit within the</span>
+<span class="sd">    boundaries. Note that no wake or AEP calculations are performed in</span>
+<span class="sd">    determining the maximum number of turbines that fit within the</span>
+<span class="sd">    boundary.</span>
+<span class="sd">    &quot;&quot;&quot;</span>
+    <span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span>
+        <span class="bp">self</span><span class="p">,</span>
+        <span class="n">fmodel</span><span class="p">:</span> <span class="n">FlorisModel</span><span class="p">,</span>
+        <span class="n">boundaries</span><span class="p">:</span> <span class="nb">list</span><span class="p">[</span><span class="nb">tuple</span><span class="p">[</span><span class="nb">float</span><span class="p">,</span> <span class="nb">float</span><span class="p">]</span> <span class="o">|</span> <span class="nb">list</span><span class="p">[</span><span class="nb">tuple</span><span class="p">[</span><span class="nb">float</span><span class="p">,</span> <span class="nb">float</span><span class="p">]]],</span>
+        <span class="n">min_dist</span><span class="p">:</span> <span class="nb">float</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
+        <span class="n">min_dist_D</span><span class="p">:</span> <span class="nb">float</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="o">-</span><span class="mi">1</span><span class="p">,</span>
+        <span class="n">rotation_step</span><span class="p">:</span> <span class="nb">float</span> <span class="o">=</span> <span class="mf">5.0</span><span class="p">,</span>
+        <span class="n">rotation_range</span><span class="p">:</span> <span class="nb">tuple</span><span class="p">[</span><span class="nb">float</span><span class="p">,</span> <span class="nb">float</span><span class="p">]</span> <span class="o">=</span> <span class="p">(</span><span class="mf">0.0</span><span class="p">,</span> <span class="mf">360.0</span><span class="p">),</span>
+        <span class="n">translation_step</span><span class="p">:</span> <span class="nb">float</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
+        <span class="n">translation_step_D</span><span class="p">:</span> <span class="nb">float</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="o">-</span><span class="mi">1</span><span class="p">,</span>
+        <span class="n">translation_range</span><span class="p">:</span> <span class="nb">tuple</span><span class="p">[</span><span class="nb">float</span><span class="p">,</span> <span class="nb">float</span><span class="p">]</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
+        <span class="n">hexagonal_packing</span><span class="p">:</span> <span class="nb">bool</span> <span class="o">=</span> <span class="kc">False</span><span class="p">,</span>
+    <span class="p">):</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;</span>
+<span class="sd">        Initialize the LayoutOptimizationGridded object.</span>
+
+<span class="sd">        Args:</span>
+<span class="sd">            fmodel: FlorisModel, mostly used to obtain rotor diameter for spacing</span>
+<span class="sd">            boundaries: List of boundary vertices. Specified as a list of two-tuples (x,y),</span>
+<span class="sd">                or a list of lists of two-tuples if there are multiple separate boundary areas.</span>
+<span class="sd">            min_dist: Minimum distance between turbines in meters. Defaults to None, which results</span>
+<span class="sd">                in 5D spacing if min_dist_D is not defined.</span>
+<span class="sd">            min_dist_D: Minimum distance between turbines in terms of rotor diameters. If specified</span>
+<span class="sd">                as a negative number, will result in 5D spacing using the first turbine diameter</span>
+<span class="sd">                found on the fmodel. Defaults to -1, which results in 5D spacing if min_dist is not</span>
+<span class="sd">                defined.</span>
+<span class="sd">            rotation_step: Step size for grid rotations in degrees. Defaults to 5.0.</span>
+<span class="sd">            rotation_range: Range of possible rotation in degrees. Defaults to (0.0, 360.0).</span>
+<span class="sd">            translation_step: Step size for translation in meters. Defaults to None, which results</span>
+<span class="sd">                in 1D translations if translation_step_D is not defined.</span>
+<span class="sd">            translation_step_D: Step size for translation in terms of rotor diameters. If specified</span>
+<span class="sd">                as a negative number, will result in 1D translation steps using the first turbine</span>
+<span class="sd">                diameter found on the fmodel. Defaults to -1, which results in 1D steps if</span>
+<span class="sd">                translation_step is not defined.</span>
+<span class="sd">            translation_range: Range of translation in meters. Defaults to None, which results in</span>
+<span class="sd">                a range of (0, min_dist).</span>
+<span class="sd">            hexagonal_packing: Use hexagonal packing instead of square grid. Defaults to False.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+
+        <span class="c1"># Handle spacing information</span>
+        <span class="k">if</span> <span class="n">min_dist</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span> <span class="ow">and</span> <span class="n">min_dist_D</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span> <span class="ow">and</span> <span class="n">min_dist_D</span> <span class="o">&gt;=</span> <span class="mi">0</span><span class="p">:</span>
+            <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="s2">&quot;Only one of min_dist and min_dist_D can be defined.&quot;</span><span class="p">)</span>
+        <span class="k">if</span> <span class="n">min_dist</span> <span class="ow">is</span> <span class="kc">None</span> <span class="ow">and</span> <span class="n">min_dist_D</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
+            <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="s2">&quot;Either min_dist or min_dist_D must be defined.&quot;</span><span class="p">)</span>
+        <span class="k">if</span> <span class="n">min_dist_D</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span> <span class="ow">and</span> <span class="n">min_dist</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
+            <span class="k">if</span> <span class="n">min_dist_D</span> <span class="o">&lt;</span> <span class="mi">0</span><span class="p">:</span> <span class="c1"># Default to 5D</span>
+                <span class="n">min_dist_D</span> <span class="o">=</span> <span class="mf">5.0</span>
+            <span class="n">min_dist</span> <span class="o">=</span> <span class="n">min_dist_D</span> <span class="o">*</span> <span class="n">fmodel</span><span class="o">.</span><span class="n">core</span><span class="o">.</span><span class="n">farm</span><span class="o">.</span><span class="n">rotor_diameters</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span>
+            <span class="k">if</span> <span class="nb">len</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">unique</span><span class="p">(</span><span class="n">fmodel</span><span class="o">.</span><span class="n">core</span><span class="o">.</span><span class="n">farm</span><span class="o">.</span><span class="n">rotor_diameters</span><span class="p">))</span> <span class="o">&gt;</span> <span class="mi">1</span><span class="p">:</span>
+                <span class="bp">self</span><span class="o">.</span><span class="n">logger</span><span class="o">.</span><span class="n">warning</span><span class="p">((</span>
+                    <span class="s2">&quot;Found multiple turbine diameters. Using diameter of first turbine to set&quot;</span>
+                    <span class="sa">f</span><span class="s2">&quot; min_dist to </span><span class="si">{</span><span class="n">min_dist</span><span class="si">}</span><span class="s2">m (</span><span class="si">{</span><span class="n">min_dist_D</span><span class="si">}</span><span class="s2"> diameters).&quot;</span>
+                <span class="p">))</span>
+
+        <span class="c1"># Similar for translation step</span>
+        <span class="k">if</span> <span class="p">(</span><span class="n">translation_step</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span>
+            <span class="ow">and</span> <span class="n">translation_step_D</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span>
+            <span class="ow">and</span> <span class="n">translation_step_D</span> <span class="o">&gt;=</span> <span class="mi">0</span>
+           <span class="p">):</span>
+            <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="s2">&quot;Only one of translation_step and translation_step_D can be defined.&quot;</span><span class="p">)</span>
+        <span class="k">if</span> <span class="n">translation_step</span> <span class="ow">is</span> <span class="kc">None</span> <span class="ow">and</span> <span class="n">translation_step_D</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
+            <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="s2">&quot;Either translation_step or translation_step_D must be defined.&quot;</span><span class="p">)</span>
+        <span class="k">if</span> <span class="n">translation_step_D</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span> <span class="ow">and</span> <span class="n">translation_step</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
+            <span class="k">if</span> <span class="n">translation_step_D</span> <span class="o">&lt;</span> <span class="mi">0</span><span class="p">:</span> <span class="c1"># Default to 1D</span>
+                <span class="n">translation_step_D</span> <span class="o">=</span> <span class="mf">1.0</span>
+            <span class="n">translation_step</span> <span class="o">=</span> <span class="n">translation_step_D</span> <span class="o">*</span> <span class="n">fmodel</span><span class="o">.</span><span class="n">core</span><span class="o">.</span><span class="n">farm</span><span class="o">.</span><span class="n">rotor_diameters</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span>
+            <span class="k">if</span> <span class="nb">len</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">unique</span><span class="p">(</span><span class="n">fmodel</span><span class="o">.</span><span class="n">core</span><span class="o">.</span><span class="n">farm</span><span class="o">.</span><span class="n">rotor_diameters</span><span class="p">))</span> <span class="o">&gt;</span> <span class="mi">1</span><span class="p">:</span>
+                <span class="bp">self</span><span class="o">.</span><span class="n">logger</span><span class="o">.</span><span class="n">warning</span><span class="p">((</span>
+                    <span class="s2">&quot;Found multiple turbine diameters. Using diameter of first turbine to set&quot;</span>
+                    <span class="sa">f</span><span class="s2">&quot; translation step to </span><span class="si">{</span><span class="n">translation_step</span><span class="si">}</span><span class="s2">m (</span><span class="si">{</span><span class="n">translation_step_D</span><span class="si">}</span><span class="s2"> diameters).&quot;</span>
+                <span class="p">))</span>
+
+        <span class="c1"># Initialize the base class</span>
+        <span class="nb">super</span><span class="p">()</span><span class="o">.</span><span class="fm">__init__</span><span class="p">(</span>
+            <span class="n">fmodel</span><span class="p">,</span>
+            <span class="n">boundaries</span><span class="p">,</span>
+            <span class="n">min_dist</span><span class="o">=</span><span class="n">min_dist</span><span class="p">,</span>
+            <span class="n">enable_geometric_yaw</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span>
+            <span class="n">use_value</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span>
+        <span class="p">)</span>
+
+        <span class="c1"># Initial locations not used for optimization, but may be useful</span>
+        <span class="c1"># for comparison</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">x0</span> <span class="o">=</span> <span class="n">fmodel</span><span class="o">.</span><span class="n">layout_x</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">y0</span> <span class="o">=</span> <span class="n">fmodel</span><span class="o">.</span><span class="n">layout_y</span>
+
+        <span class="c1"># Create the default grid</span>
+
+        <span class="c1"># use min_dist, hexagonal packing, and boundaries to create a grid.</span>
+        <span class="n">d</span> <span class="o">=</span> <span class="mf">1.1</span> <span class="o">*</span> <span class="n">np</span><span class="o">.</span><span class="n">sqrt</span><span class="p">((</span><span class="bp">self</span><span class="o">.</span><span class="n">xmax</span><span class="o">**</span><span class="mi">2</span> <span class="o">-</span> <span class="bp">self</span><span class="o">.</span><span class="n">xmin</span><span class="o">**</span><span class="mi">2</span><span class="p">)</span> <span class="o">+</span> <span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">ymax</span><span class="o">**</span><span class="mi">2</span> <span class="o">-</span> <span class="bp">self</span><span class="o">.</span><span class="n">ymin</span><span class="o">**</span><span class="mi">2</span><span class="p">))</span>
+        <span class="n">grid_1D</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">arange</span><span class="p">(</span><span class="mi">0</span><span class="p">,</span> <span class="n">d</span><span class="o">+</span><span class="n">min_dist</span><span class="p">,</span> <span class="n">min_dist</span><span class="p">)</span>
+        <span class="k">if</span> <span class="n">hexagonal_packing</span><span class="p">:</span>
+            <span class="n">x_locs</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">tile</span><span class="p">(</span><span class="n">grid_1D</span><span class="o">.</span><span class="n">reshape</span><span class="p">(</span><span class="mi">1</span><span class="p">,</span><span class="o">-</span><span class="mi">1</span><span class="p">),</span> <span class="p">(</span><span class="nb">len</span><span class="p">(</span><span class="n">grid_1D</span><span class="p">),</span> <span class="mi">1</span><span class="p">))</span>
+            <span class="n">x_locs</span><span class="p">[</span><span class="n">np</span><span class="o">.</span><span class="n">arange</span><span class="p">(</span><span class="mi">1</span><span class="p">,</span> <span class="nb">len</span><span class="p">(</span><span class="n">grid_1D</span><span class="p">),</span> <span class="mi">2</span><span class="p">),</span> <span class="p">:]</span> <span class="o">+=</span> <span class="mf">0.5</span> <span class="o">*</span> <span class="n">min_dist</span>
+            <span class="n">y_locs</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">tile</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">sqrt</span><span class="p">(</span><span class="mi">3</span><span class="p">)</span> <span class="o">/</span> <span class="mi">2</span> <span class="o">*</span> <span class="n">grid_1D</span><span class="o">.</span><span class="n">reshape</span><span class="p">(</span><span class="o">-</span><span class="mi">1</span><span class="p">,</span><span class="mi">1</span><span class="p">),</span> <span class="p">(</span><span class="mi">1</span><span class="p">,</span> <span class="nb">len</span><span class="p">(</span><span class="n">grid_1D</span><span class="p">)))</span>
+        <span class="k">else</span><span class="p">:</span>
+            <span class="n">x_locs</span><span class="p">,</span> <span class="n">y_locs</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">meshgrid</span><span class="p">(</span><span class="n">grid_1D</span><span class="p">,</span> <span class="n">grid_1D</span><span class="p">)</span>
+        <span class="n">x_locs</span> <span class="o">=</span> <span class="n">x_locs</span><span class="o">.</span><span class="n">flatten</span><span class="p">()</span> <span class="o">-</span> <span class="n">np</span><span class="o">.</span><span class="n">mean</span><span class="p">(</span><span class="n">x_locs</span><span class="p">)</span> <span class="o">+</span> <span class="mf">0.5</span><span class="o">*</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">xmax</span> <span class="o">+</span> <span class="bp">self</span><span class="o">.</span><span class="n">xmin</span><span class="p">)</span>
+        <span class="n">y_locs</span> <span class="o">=</span> <span class="n">y_locs</span><span class="o">.</span><span class="n">flatten</span><span class="p">()</span> <span class="o">-</span> <span class="n">np</span><span class="o">.</span><span class="n">mean</span><span class="p">(</span><span class="n">y_locs</span><span class="p">)</span> <span class="o">+</span> <span class="mf">0.5</span><span class="o">*</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">ymax</span> <span class="o">+</span> <span class="bp">self</span><span class="o">.</span><span class="n">ymin</span><span class="p">)</span>
+
+        <span class="c1"># Trim to a circle to avoid wasted computation</span>
+        <span class="n">x_locs_grid</span><span class="p">,</span> <span class="n">y_locs_grid</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">trim_to_circle</span><span class="p">(</span>
+            <span class="n">x_locs</span><span class="p">,</span>
+            <span class="n">y_locs</span><span class="p">,</span>
+            <span class="p">(</span><span class="n">grid_1D</span><span class="o">.</span><span class="n">max</span><span class="p">()</span><span class="o">-</span><span class="n">grid_1D</span><span class="o">.</span><span class="n">min</span><span class="p">()</span><span class="o">+</span><span class="n">min_dist</span><span class="p">)</span><span class="o">/</span><span class="mi">2</span>
+        <span class="p">)</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">xy_grid</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">concatenate</span><span class="p">(</span>
+            <span class="p">[</span><span class="n">x_locs_grid</span><span class="o">.</span><span class="n">reshape</span><span class="p">(</span><span class="o">-</span><span class="mi">1</span><span class="p">,</span><span class="mi">1</span><span class="p">),</span> <span class="n">y_locs_grid</span><span class="o">.</span><span class="n">reshape</span><span class="p">(</span><span class="o">-</span><span class="mi">1</span><span class="p">,</span><span class="mi">1</span><span class="p">)],</span>
+            <span class="n">axis</span><span class="o">=</span><span class="mi">1</span>
+        <span class="p">)</span>
+
+        <span class="c1"># Limit the rotation range if grid has symmetry</span>
+        <span class="k">if</span> <span class="n">hexagonal_packing</span><span class="p">:</span>
+            <span class="c1"># Hexagonal packing has 60 degree symmetry</span>
+            <span class="n">rotation_range</span> <span class="o">=</span> <span class="p">(</span>
+                <span class="n">rotation_range</span><span class="p">[</span><span class="mi">0</span><span class="p">],</span>
+                <span class="n">np</span><span class="o">.</span><span class="n">minimum</span><span class="p">(</span><span class="n">rotation_range</span><span class="p">[</span><span class="mi">1</span><span class="p">],</span> <span class="n">rotation_range</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">+</span><span class="mi">60</span><span class="p">)</span>
+            <span class="p">)</span>
+        <span class="k">else</span><span class="p">:</span>
+            <span class="c1"># Square grid has 90 degree symmetry</span>
+            <span class="n">rotation_range</span> <span class="o">=</span> <span class="p">(</span>
+                <span class="n">rotation_range</span><span class="p">[</span><span class="mi">0</span><span class="p">],</span>
+                <span class="n">np</span><span class="o">.</span><span class="n">minimum</span><span class="p">(</span><span class="n">rotation_range</span><span class="p">[</span><span class="mi">1</span><span class="p">],</span> <span class="n">rotation_range</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">+</span><span class="mi">90</span><span class="p">)</span>
+            <span class="p">)</span>
+
+        <span class="c1"># Deal with None translation_range</span>
+        <span class="k">if</span> <span class="n">translation_range</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
+            <span class="n">translation_range</span> <span class="o">=</span> <span class="p">(</span><span class="mf">0.0</span><span class="p">,</span> <span class="n">min_dist</span><span class="p">)</span>
+
+        <span class="c1"># Create test rotations and translations</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">rotations</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">arange</span><span class="p">(</span><span class="n">rotation_range</span><span class="p">[</span><span class="mi">0</span><span class="p">],</span> <span class="n">rotation_range</span><span class="p">[</span><span class="mi">1</span><span class="p">],</span> <span class="n">rotation_step</span><span class="p">)</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">translations</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">arange</span><span class="p">(</span><span class="n">translation_range</span><span class="p">[</span><span class="mi">0</span><span class="p">],</span> <span class="n">translation_range</span><span class="p">[</span><span class="mi">1</span><span class="p">],</span> <span class="n">translation_step</span><span class="p">)</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">translations</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">concatenate</span><span class="p">([</span><span class="o">-</span><span class="n">np</span><span class="o">.</span><span class="n">flip</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">translations</span><span class="p">),</span> <span class="bp">self</span><span class="o">.</span><span class="n">translations</span><span class="p">])</span>
+
+<div class="viewcode-block" id="LayoutOptimizationGridded.optimize">
+<a class="viewcode-back" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html#floris.optimization.layout_optimization.layout_optimization_gridded.LayoutOptimizationGridded.optimize">[docs]</a>
+    <span class="k">def</span> <span class="nf">optimize</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+
+        <span class="c1"># Sweep over rotations and translations to find the best layout</span>
+        <span class="n">n_rots</span> <span class="o">=</span> <span class="nb">len</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">rotations</span><span class="p">)</span>
+        <span class="n">n_trans</span> <span class="o">=</span> <span class="nb">len</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">translations</span><span class="p">)</span>
+        <span class="n">n_tot</span> <span class="o">=</span> <span class="n">n_rots</span> <span class="o">*</span> <span class="n">n_trans</span><span class="o">**</span><span class="mi">2</span>
+
+        <span class="c1"># There are a total of n_rots x n_trans x n_trans layouts to test</span>
+        <span class="n">rots_rad</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">radians</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">rotations</span><span class="p">)</span>
+        <span class="n">rotation_matrices</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">array</span><span class="p">(</span>
+            <span class="p">[</span>
+                <span class="p">[</span><span class="n">np</span><span class="o">.</span><span class="n">cos</span><span class="p">(</span><span class="n">rots_rad</span><span class="p">),</span> <span class="o">-</span><span class="n">np</span><span class="o">.</span><span class="n">sin</span><span class="p">(</span><span class="n">rots_rad</span><span class="p">)],</span>
+                <span class="p">[</span><span class="n">np</span><span class="o">.</span><span class="n">sin</span><span class="p">(</span><span class="n">rots_rad</span><span class="p">),</span> <span class="n">np</span><span class="o">.</span><span class="n">cos</span><span class="p">(</span><span class="n">rots_rad</span><span class="p">)]</span>
+            <span class="p">]</span>
+        <span class="p">)</span><span class="o">.</span><span class="n">transpose</span><span class="p">(</span><span class="mi">2</span><span class="p">,</span><span class="mi">0</span><span class="p">,</span><span class="mi">1</span><span class="p">)</span>
+
+        <span class="n">translations_x</span><span class="p">,</span> <span class="n">translations_y</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">meshgrid</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">translations</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">translations</span><span class="p">)</span>
+        <span class="n">translation_matrices</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">concatenate</span><span class="p">(</span>
+            <span class="p">[</span><span class="n">translations_x</span><span class="o">.</span><span class="n">reshape</span><span class="p">(</span><span class="o">-</span><span class="mi">1</span><span class="p">,</span><span class="mi">1</span><span class="p">),</span> <span class="n">translations_y</span><span class="o">.</span><span class="n">reshape</span><span class="p">(</span><span class="o">-</span><span class="mi">1</span><span class="p">,</span><span class="mi">1</span><span class="p">)],</span>
+            <span class="n">axis</span><span class="o">=</span><span class="mi">1</span>
+        <span class="p">)</span>
+
+        <span class="n">rotations_all</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">tile</span><span class="p">(</span><span class="n">rotation_matrices</span><span class="p">,</span> <span class="p">(</span><span class="n">n_trans</span><span class="o">**</span><span class="mi">2</span><span class="p">,</span> <span class="mi">1</span><span class="p">,</span> <span class="mi">1</span><span class="p">))</span>
+        <span class="n">translations_all</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">repeat</span><span class="p">(</span><span class="n">translation_matrices</span><span class="p">,</span> <span class="n">n_rots</span><span class="p">,</span> <span class="n">axis</span><span class="o">=</span><span class="mi">0</span><span class="p">)[:,</span><span class="kc">None</span><span class="p">,:]</span>
+
+        <span class="c1"># Create candidate layouts [(n_rots x n_trans x n_trans) x n_turbines x 2]</span>
+        <span class="n">candidate_layouts</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">einsum</span><span class="p">(</span><span class="s1">&#39;ijk,lk-&gt;ilj&#39;</span><span class="p">,</span> <span class="n">rotations_all</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">xy_grid</span><span class="p">)</span> <span class="o">+</span> <span class="n">translations_all</span>
+
+        <span class="c1"># For each candidate layout, check how many turbines are in bounds</span>
+        <span class="n">turbines_in_bounds</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">zeros</span><span class="p">(</span><span class="n">n_tot</span><span class="p">)</span>
+        <span class="k">for</span> <span class="n">i</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="n">n_tot</span><span class="p">):</span>
+            <span class="n">turbines_in_bounds</span><span class="p">[</span><span class="n">i</span><span class="p">]</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">sum</span><span class="p">(</span>
+                <span class="p">[</span><span class="n">test_point_in_bounds</span><span class="p">(</span><span class="n">xy</span><span class="p">[</span><span class="mi">0</span><span class="p">],</span> <span class="n">xy</span><span class="p">[</span><span class="mi">1</span><span class="p">],</span> <span class="bp">self</span><span class="o">.</span><span class="n">_boundary_polygon</span><span class="p">)</span> <span class="k">for</span>
+                 <span class="n">xy</span> <span class="ow">in</span> <span class="n">candidate_layouts</span><span class="p">[</span><span class="n">i</span><span class="p">,</span> <span class="p">:,</span> <span class="p">:]]</span>
+            <span class="p">)</span>
+        <span class="n">idx_max</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">argmax</span><span class="p">(</span><span class="n">turbines_in_bounds</span><span class="p">)</span> <span class="c1"># First maximizing index returned</span>
+
+        <span class="c1"># Get the best layout</span>
+        <span class="n">x_opt_all</span> <span class="o">=</span> <span class="n">candidate_layouts</span><span class="p">[</span><span class="n">idx_max</span><span class="p">,</span> <span class="p">:,</span> <span class="mi">0</span><span class="p">]</span>
+        <span class="n">y_opt_all</span> <span class="o">=</span> <span class="n">candidate_layouts</span><span class="p">[</span><span class="n">idx_max</span><span class="p">,</span> <span class="p">:,</span> <span class="mi">1</span><span class="p">]</span>
+        <span class="n">mask_in_bounds</span> <span class="o">=</span> <span class="p">[</span><span class="n">test_point_in_bounds</span><span class="p">(</span><span class="n">x</span><span class="p">,</span> <span class="n">y</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">_boundary_polygon</span><span class="p">)</span> <span class="k">for</span>
+                          <span class="n">x</span><span class="p">,</span> <span class="n">y</span> <span class="ow">in</span> <span class="nb">zip</span><span class="p">(</span><span class="n">x_opt_all</span><span class="p">,</span> <span class="n">y_opt_all</span><span class="p">)]</span>
+
+        <span class="c1"># Save best layout, along with the number of turbines in bounds, and return</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">n_turbines_max</span> <span class="o">=</span> <span class="n">turbines_in_bounds</span><span class="p">[</span><span class="n">idx_max</span><span class="p">]</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">x_opt</span> <span class="o">=</span> <span class="n">x_opt_all</span><span class="p">[</span><span class="n">mask_in_bounds</span><span class="p">]</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">y_opt</span> <span class="o">=</span> <span class="n">y_opt_all</span><span class="p">[</span><span class="n">mask_in_bounds</span><span class="p">]</span>
+        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">n_turbines_max</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">x_opt</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">y_opt</span></div>
+
+
+    <span class="k">def</span> <span class="nf">_get_initial_and_final_locs</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">x0</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">y0</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">x_opt</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">y_opt</span>
+
+<div class="viewcode-block" id="LayoutOptimizationGridded.trim_to_circle">
+<a class="viewcode-back" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html#floris.optimization.layout_optimization.layout_optimization_gridded.LayoutOptimizationGridded.trim_to_circle">[docs]</a>
+    <span class="nd">@staticmethod</span>
+    <span class="k">def</span> <span class="nf">trim_to_circle</span><span class="p">(</span><span class="n">x_locs</span><span class="p">,</span> <span class="n">y_locs</span><span class="p">,</span> <span class="n">radius</span><span class="p">):</span>
+        <span class="n">center</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">array</span><span class="p">([</span><span class="mf">0.5</span><span class="o">*</span><span class="p">(</span><span class="n">x_locs</span><span class="o">.</span><span class="n">max</span><span class="p">()</span> <span class="o">+</span> <span class="n">x_locs</span><span class="o">.</span><span class="n">min</span><span class="p">()),</span> <span class="mf">0.5</span><span class="o">*</span><span class="p">(</span><span class="n">y_locs</span><span class="o">.</span><span class="n">max</span><span class="p">()</span> <span class="o">+</span> <span class="n">y_locs</span><span class="o">.</span><span class="n">min</span><span class="p">())])</span>
+        <span class="n">xy</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">concatenate</span><span class="p">([</span><span class="n">x_locs</span><span class="o">.</span><span class="n">reshape</span><span class="p">(</span><span class="o">-</span><span class="mi">1</span><span class="p">,</span><span class="mi">1</span><span class="p">),</span> <span class="n">y_locs</span><span class="o">.</span><span class="n">reshape</span><span class="p">(</span><span class="o">-</span><span class="mi">1</span><span class="p">,</span><span class="mi">1</span><span class="p">)],</span> <span class="n">axis</span><span class="o">=</span><span class="mi">1</span><span class="p">)</span>
+        <span class="n">mask</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">linalg</span><span class="o">.</span><span class="n">norm</span><span class="p">(</span><span class="n">xy</span> <span class="o">-</span> <span class="n">center</span><span class="p">,</span> <span class="n">axis</span><span class="o">=</span><span class="mi">1</span><span class="p">)</span> <span class="o">&lt;=</span> <span class="n">radius</span>
+        <span class="k">return</span> <span class="n">x_locs</span><span class="p">[</span><span class="n">mask</span><span class="p">],</span> <span class="n">y_locs</span><span class="p">[</span><span class="n">mask</span><span class="p">]</span></div>
+</div>
+
+</pre></div>
+
+                </article>
+              
+
+              
+              
+              
+              
+                <footer class="prev-next-footer d-print-none">
+                  
+<div class="prev-next-area">
+</div>
+                </footer>
+              
+            </div>
+            
+            
+              
+            
+          </div>
+          <footer class="bd-footer-content">
+            
+<div class="bd-footer-content__inner container">
+  
+  <div class="footer-item">
+    
+<p class="component-author">
+By National Renewable Energy Laboratory
+</p>
+
+  </div>
+  
+  <div class="footer-item">
+    
+
+  <p class="copyright">
+    
+      © Copyright 2023.
+      <br/>
+    
+  </p>
+
+  </div>
+  
+  <div class="footer-item">
+    
+  </div>
+  
+  <div class="footer-item">
+    
+  </div>
+  
+</div>
+          </footer>
+        
+
+      </main>
+    </div>
+  </div>
+  
+  <!-- Scripts loaded after <body> so the DOM is not blocked -->
+  <script src="../../../../_static/scripts/bootstrap.js?digest=dfe6caa3a7d634c4db9b"></script>
+<script src="../../../../_static/scripts/pydata-sphinx-theme.js?digest=dfe6caa3a7d634c4db9b"></script>
+
+  <footer class="bd-footer">
+  </footer>
+  </body>
+</html>
\ No newline at end of file
diff --git a/_modules/floris/optimization/layout_optimization/layout_optimization_pyoptsparse.html b/_modules/floris/optimization/layout_optimization/layout_optimization_pyoptsparse.html
index 917eb48e4..333535c77 100644
--- a/_modules/floris/optimization/layout_optimization/layout_optimization_pyoptsparse.html
+++ b/_modules/floris/optimization/layout_optimization/layout_optimization_pyoptsparse.html
@@ -240,6 +240,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -374,6 +375,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/_modules/floris/optimization/layout_optimization/layout_optimization_pyoptsparse_spread.html b/_modules/floris/optimization/layout_optimization/layout_optimization_pyoptsparse_spread.html
index 3b046c7ec..88a9bedca 100644
--- a/_modules/floris/optimization/layout_optimization/layout_optimization_pyoptsparse_spread.html
+++ b/_modules/floris/optimization/layout_optimization/layout_optimization_pyoptsparse_spread.html
@@ -240,6 +240,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -374,6 +375,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/_modules/floris/optimization/layout_optimization/layout_optimization_random_search.html b/_modules/floris/optimization/layout_optimization/layout_optimization_random_search.html
index 799c8a4ad..5a997a9b1 100644
--- a/_modules/floris/optimization/layout_optimization/layout_optimization_random_search.html
+++ b/_modules/floris/optimization/layout_optimization/layout_optimization_random_search.html
@@ -240,6 +240,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -374,6 +375,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/_modules/floris/optimization/layout_optimization/layout_optimization_scipy.html b/_modules/floris/optimization/layout_optimization/layout_optimization_scipy.html
index 112582502..630eefda5 100644
--- a/_modules/floris/optimization/layout_optimization/layout_optimization_scipy.html
+++ b/_modules/floris/optimization/layout_optimization/layout_optimization_scipy.html
@@ -240,6 +240,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -374,6 +375,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/_modules/floris/optimization/other/boundary_grid.html b/_modules/floris/optimization/other/boundary_grid.html
index 357f92486..f4d5321d2 100644
--- a/_modules/floris/optimization/other/boundary_grid.html
+++ b/_modules/floris/optimization/other/boundary_grid.html
@@ -240,6 +240,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -374,6 +375,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/_modules/floris/optimization/yaw_optimization/yaw_optimization_base.html b/_modules/floris/optimization/yaw_optimization/yaw_optimization_base.html
index a9b3a8ce8..d3168801c 100644
--- a/_modules/floris/optimization/yaw_optimization/yaw_optimization_base.html
+++ b/_modules/floris/optimization/yaw_optimization/yaw_optimization_base.html
@@ -240,6 +240,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -374,6 +375,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/_modules/floris/optimization/yaw_optimization/yaw_optimization_tools.html b/_modules/floris/optimization/yaw_optimization/yaw_optimization_tools.html
index 44fffc4b4..9a66aae81 100644
--- a/_modules/floris/optimization/yaw_optimization/yaw_optimization_tools.html
+++ b/_modules/floris/optimization/yaw_optimization/yaw_optimization_tools.html
@@ -240,6 +240,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -374,6 +375,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/_modules/floris/optimization/yaw_optimization/yaw_optimizer_geometric.html b/_modules/floris/optimization/yaw_optimization/yaw_optimizer_geometric.html
index 23d1afeaf..dc16a9d8f 100644
--- a/_modules/floris/optimization/yaw_optimization/yaw_optimizer_geometric.html
+++ b/_modules/floris/optimization/yaw_optimization/yaw_optimizer_geometric.html
@@ -240,6 +240,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -374,6 +375,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/_modules/floris/optimization/yaw_optimization/yaw_optimizer_scipy.html b/_modules/floris/optimization/yaw_optimization/yaw_optimizer_scipy.html
index 258eabacd..60dec513a 100644
--- a/_modules/floris/optimization/yaw_optimization/yaw_optimizer_scipy.html
+++ b/_modules/floris/optimization/yaw_optimization/yaw_optimizer_scipy.html
@@ -240,6 +240,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -374,6 +375,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/_modules/floris/optimization/yaw_optimization/yaw_optimizer_sr.html b/_modules/floris/optimization/yaw_optimization/yaw_optimizer_sr.html
index a112defa0..a48009c55 100644
--- a/_modules/floris/optimization/yaw_optimization/yaw_optimizer_sr.html
+++ b/_modules/floris/optimization/yaw_optimization/yaw_optimizer_sr.html
@@ -240,6 +240,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -374,6 +375,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/_modules/floris/parallel_floris_model.html b/_modules/floris/parallel_floris_model.html
index 4d139ae1f..8d39f6384 100644
--- a/_modules/floris/parallel_floris_model.html
+++ b/_modules/floris/parallel_floris_model.html
@@ -240,6 +240,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -374,6 +375,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../../examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
@@ -585,6 +588,12 @@ <h1>Source code for floris.parallel_floris_model</h1><div class="highlight"><pre
     <span class="n">fmodel</span><span class="o">.</span><span class="n">run</span><span class="p">()</span>
     <span class="k">return</span> <span class="p">(</span><span class="n">fmodel</span><span class="o">.</span><span class="n">get_turbine_powers</span><span class="p">(),</span> <span class="n">fmodel</span><span class="o">.</span><span class="n">core</span><span class="o">.</span><span class="n">flow_field</span><span class="p">)</span>
 
+<span class="k">def</span> <span class="nf">_get_turbine_powers_serial_no_wake</span><span class="p">(</span><span class="n">fmodel_information</span><span class="p">,</span> <span class="n">yaw_angles</span><span class="o">=</span><span class="kc">None</span><span class="p">):</span>
+    <span class="n">fmodel</span> <span class="o">=</span> <span class="n">FlorisModel</span><span class="p">(</span><span class="n">fmodel_information</span><span class="p">)</span>
+    <span class="n">fmodel</span><span class="o">.</span><span class="n">set</span><span class="p">(</span><span class="n">yaw_angles</span><span class="o">=</span><span class="n">yaw_angles</span><span class="p">)</span>
+    <span class="n">fmodel</span><span class="o">.</span><span class="n">run_no_wake</span><span class="p">()</span>
+    <span class="k">return</span> <span class="p">(</span><span class="n">fmodel</span><span class="o">.</span><span class="n">get_turbine_powers</span><span class="p">(),</span> <span class="n">fmodel</span><span class="o">.</span><span class="n">core</span><span class="o">.</span><span class="n">flow_field</span><span class="p">)</span>
+
 
 <span class="k">def</span> <span class="nf">_optimize_yaw_angles_serial</span><span class="p">(</span>
     <span class="n">fmodel_information</span><span class="p">,</span>
@@ -731,11 +740,52 @@ <h1>Source code for floris.parallel_floris_model</h1><div class="highlight"><pre
         <span class="n">layout_x</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
         <span class="n">layout_y</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
         <span class="n">turbine_type</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+        <span class="n">turbine_library_path</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
         <span class="n">solver_settings</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+        <span class="n">heterogeneous_inflow_config</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+        <span class="n">wind_data</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+        <span class="n">yaw_angles</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+        <span class="n">power_setpoints</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+        <span class="n">awc_modes</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+        <span class="n">awc_amplitudes</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+        <span class="n">awc_frequencies</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+        <span class="n">disable_turbines</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
     <span class="p">):</span>
 <span class="w">        </span><span class="sd">&quot;&quot;&quot;Pass to the FlorisModel set function. To allow users</span>
 <span class="sd">        to directly replace a FlorisModel object with this</span>
-<span class="sd">        UncertainFlorisModel object, this function is required.&quot;&quot;&quot;</span>
+<span class="sd">        UncertainFlorisModel object, this function is required</span>
+
+<span class="sd">        Args:</span>
+<span class="sd">            wind_speeds (NDArrayFloat | list[float] | None, optional): Wind speeds at each findex.</span>
+<span class="sd">                Defaults to None.</span>
+<span class="sd">            wind_directions (NDArrayFloat | list[float] | None, optional): Wind directions at each</span>
+<span class="sd">                findex. Defaults to None.</span>
+<span class="sd">            wind_shear (float | None, optional): Wind shear exponent. Defaults to None.</span>
+<span class="sd">            wind_veer (float | None, optional): Wind veer. Defaults to None.</span>
+<span class="sd">            reference_wind_height (float | None, optional): Reference wind height. Defaults to None.</span>
+<span class="sd">            turbulence_intensities (NDArrayFloat | list[float] | None, optional): Turbulence</span>
+<span class="sd">                intensities at each findex. Defaults to None.</span>
+<span class="sd">            air_density (float | None, optional): Air density. Defaults to None.</span>
+<span class="sd">            layout_x (NDArrayFloat | list[float] | None, optional): X-coordinates of the turbines.</span>
+<span class="sd">                Defaults to None.</span>
+<span class="sd">            layout_y (NDArrayFloat | list[float] | None, optional): Y-coordinates of the turbines.</span>
+<span class="sd">                Defaults to None.</span>
+<span class="sd">            turbine_type (list | None, optional): Turbine type. Defaults to None.</span>
+<span class="sd">            turbine_library_path (str | Path | None, optional): Path to the turbine library.</span>
+<span class="sd">                Defaults to None.</span>
+<span class="sd">            solver_settings (dict | None, optional): Solver settings. Defaults to None.</span>
+<span class="sd">            heterogeneous_inflow_config (None, optional): heterogeneous inflow configuration.</span>
+<span class="sd">                Defaults to None.</span>
+<span class="sd">            wind_data (type[WindDataBase] | None, optional): Wind data. Defaults to None.</span>
+<span class="sd">            yaw_angles (NDArrayFloat | list[float] | None, optional): Turbine yaw angles.</span>
+<span class="sd">                Defaults to None.</span>
+<span class="sd">            power_setpoints (NDArrayFloat | list[float] | list[float, None] | None, optional):</span>
+<span class="sd">                Turbine power setpoints.</span>
+<span class="sd">            disable_turbines (NDArrayBool | list[bool] | None, optional): NDArray with dimensions</span>
+<span class="sd">                n_findex x n_turbines. True values indicate the turbine is disabled at that findex</span>
+<span class="sd">                and the power setpoint at that position is set to 0. Defaults to None.</span>
+
+<span class="sd">        &quot;&quot;&quot;</span>
 
         <span class="k">if</span> <span class="n">layout</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span><span class="p">:</span>
             <span class="n">msg</span> <span class="o">=</span> <span class="s2">&quot;Use the `layout_x` and `layout_y` parameters in place of `layout` &quot;</span>
@@ -757,7 +807,16 @@ <h1>Source code for floris.parallel_floris_model</h1><div class="highlight"><pre
             <span class="n">layout_x</span><span class="o">=</span><span class="n">layout_x</span><span class="p">,</span>
             <span class="n">layout_y</span><span class="o">=</span><span class="n">layout_y</span><span class="p">,</span>
             <span class="n">turbine_type</span><span class="o">=</span><span class="n">turbine_type</span><span class="p">,</span>
+            <span class="n">turbine_library_path</span><span class="o">=</span><span class="n">turbine_library_path</span><span class="p">,</span>
             <span class="n">solver_settings</span><span class="o">=</span><span class="n">solver_settings</span><span class="p">,</span>
+            <span class="n">heterogeneous_inflow_config</span><span class="o">=</span><span class="n">heterogeneous_inflow_config</span><span class="p">,</span>
+            <span class="n">wind_data</span><span class="o">=</span><span class="n">wind_data</span><span class="p">,</span>
+            <span class="n">yaw_angles</span><span class="o">=</span><span class="n">yaw_angles</span><span class="p">,</span>
+            <span class="n">power_setpoints</span><span class="o">=</span><span class="n">power_setpoints</span><span class="p">,</span>
+            <span class="n">awc_modes</span><span class="o">=</span><span class="n">awc_modes</span><span class="p">,</span>
+            <span class="n">awc_amplitudes</span><span class="o">=</span><span class="n">awc_amplitudes</span><span class="p">,</span>
+            <span class="n">awc_frequencies</span><span class="o">=</span><span class="n">awc_frequencies</span><span class="p">,</span>
+            <span class="n">disable_turbines</span><span class="o">=</span><span class="n">disable_turbines</span><span class="p">,</span>
         <span class="p">)</span>
 
         <span class="c1"># Reinitialize settings</span>
@@ -849,20 +908,26 @@ <h1>Source code for floris.parallel_floris_model</h1><div class="highlight"><pre
 
 <div class="viewcode-block" id="ParallelFlorisModel.get_turbine_powers">
 <a class="viewcode-back" href="../../_autosummary/floris.parallel_floris_model.html#floris.parallel_floris_model.ParallelFlorisModel.get_turbine_powers">[docs]</a>
-    <span class="k">def</span> <span class="nf">get_turbine_powers</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">yaw_angles</span><span class="o">=</span><span class="kc">None</span><span class="p">):</span>
+    <span class="k">def</span> <span class="nf">get_turbine_powers</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">yaw_angles</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">no_wake</span><span class="o">=</span><span class="kc">False</span><span class="p">):</span>
         <span class="c1"># Retrieve multiargs: preprocessing</span>
         <span class="n">t0</span> <span class="o">=</span> <span class="n">timerpc</span><span class="p">()</span>
         <span class="n">multiargs</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_preprocessing</span><span class="p">(</span><span class="n">yaw_angles</span><span class="p">)</span>
         <span class="n">t_preparation</span> <span class="o">=</span> <span class="n">timerpc</span><span class="p">()</span> <span class="o">-</span> <span class="n">t0</span>
 
+        <span class="c1"># Set the function based on whether wake is disabled</span>
+        <span class="k">if</span> <span class="ow">not</span> <span class="n">no_wake</span><span class="p">:</span>
+            <span class="n">turbine_power_function</span> <span class="o">=</span> <span class="n">_get_turbine_powers_serial</span>
+        <span class="k">else</span><span class="p">:</span>
+            <span class="n">turbine_power_function</span> <span class="o">=</span> <span class="n">_get_turbine_powers_serial_no_wake</span>
+
         <span class="c1"># Perform parallel calculation</span>
         <span class="n">t1</span> <span class="o">=</span> <span class="n">timerpc</span><span class="p">()</span>
         <span class="k">with</span> <span class="bp">self</span><span class="o">.</span><span class="n">_PoolExecutor</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">max_workers</span><span class="p">)</span> <span class="k">as</span> <span class="n">p</span><span class="p">:</span>
             <span class="k">if</span> <span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">interface</span> <span class="o">==</span> <span class="s2">&quot;mpi4py&quot;</span><span class="p">)</span> <span class="ow">or</span> <span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">interface</span> <span class="o">==</span> <span class="s2">&quot;multiprocessing&quot;</span><span class="p">):</span>
-                <span class="n">out</span> <span class="o">=</span> <span class="n">p</span><span class="o">.</span><span class="n">starmap</span><span class="p">(</span><span class="n">_get_turbine_powers_serial</span><span class="p">,</span> <span class="n">multiargs</span><span class="p">)</span>
+                <span class="n">out</span> <span class="o">=</span> <span class="n">p</span><span class="o">.</span><span class="n">starmap</span><span class="p">(</span><span class="n">turbine_power_function</span><span class="p">,</span> <span class="n">multiargs</span><span class="p">)</span>
             <span class="k">else</span><span class="p">:</span>
                 <span class="n">out</span> <span class="o">=</span> <span class="n">p</span><span class="o">.</span><span class="n">map</span><span class="p">(</span>
-                    <span class="n">_get_turbine_powers_serial</span><span class="p">,</span>
+                    <span class="n">turbine_power_function</span><span class="p">,</span>
                     <span class="p">[</span><span class="n">j</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span> <span class="k">for</span> <span class="n">j</span> <span class="ow">in</span> <span class="n">multiargs</span><span class="p">],</span>
                     <span class="p">[</span><span class="n">j</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span> <span class="k">for</span> <span class="n">j</span> <span class="ow">in</span> <span class="n">multiargs</span><span class="p">]</span>
                 <span class="p">)</span>
@@ -899,7 +964,7 @@ <h1>Source code for floris.parallel_floris_model</h1><div class="highlight"><pre
 
 <div class="viewcode-block" id="ParallelFlorisModel.get_farm_power">
 <a class="viewcode-back" href="../../_autosummary/floris.parallel_floris_model.html#floris.parallel_floris_model.ParallelFlorisModel.get_farm_power">[docs]</a>
-    <span class="k">def</span> <span class="nf">get_farm_power</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">yaw_angles</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">turbine_weights</span><span class="o">=</span><span class="kc">None</span><span class="p">):</span>
+    <span class="k">def</span> <span class="nf">get_farm_power</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">yaw_angles</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">turbine_weights</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">no_wake</span><span class="o">=</span><span class="kc">False</span><span class="p">):</span>
         <span class="k">if</span> <span class="n">turbine_weights</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
             <span class="c1"># Default to equal weighing of all turbines when turbine_weights is None</span>
             <span class="n">turbine_weights</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">ones</span><span class="p">(</span>
@@ -921,7 +986,7 @@ <h1>Source code for floris.parallel_floris_model</h1><div class="highlight"><pre
             <span class="p">)</span>
 
         <span class="c1"># Calculate all turbine powers and apply weights</span>
-        <span class="n">turbine_powers</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">get_turbine_powers</span><span class="p">(</span><span class="n">yaw_angles</span><span class="o">=</span><span class="n">yaw_angles</span><span class="p">)</span>
+        <span class="n">turbine_powers</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">get_turbine_powers</span><span class="p">(</span><span class="n">yaw_angles</span><span class="o">=</span><span class="n">yaw_angles</span><span class="p">,</span> <span class="n">no_wake</span><span class="o">=</span><span class="n">no_wake</span><span class="p">)</span>
         <span class="n">turbine_powers</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">multiply</span><span class="p">(</span><span class="n">turbine_weights</span><span class="p">,</span> <span class="n">turbine_powers</span><span class="p">)</span>
 
         <span class="k">return</span> <span class="n">np</span><span class="o">.</span><span class="n">sum</span><span class="p">(</span><span class="n">turbine_powers</span><span class="p">,</span> <span class="n">axis</span><span class="o">=</span><span class="mi">1</span><span class="p">)</span></div>
@@ -978,16 +1043,17 @@ <h1>Source code for floris.parallel_floris_model</h1><div class="highlight"><pre
 <span class="sd">                watt-hours.</span>
 <span class="sd">        &quot;&quot;&quot;</span>
 
-        <span class="c1"># If no_wake==True, ignore parallelization because it&#39;s fast enough</span>
-        <span class="k">if</span> <span class="n">no_wake</span><span class="p">:</span>
-            <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">fmodel</span><span class="o">.</span><span class="n">get_farm_AEP</span><span class="p">(</span>
-                <span class="n">freq</span><span class="o">=</span><span class="n">freq</span><span class="p">,</span>
-                <span class="n">cut_in_wind_speed</span><span class="o">=</span><span class="n">cut_in_wind_speed</span><span class="p">,</span>
-                <span class="n">cut_out_wind_speed</span><span class="o">=</span><span class="n">cut_out_wind_speed</span><span class="p">,</span>
-                <span class="n">yaw_angles</span><span class="o">=</span><span class="n">yaw_angles</span><span class="p">,</span>
-                <span class="n">turbine_weights</span><span class="o">=</span><span class="n">turbine_weights</span><span class="p">,</span>
-                <span class="n">no_wake</span><span class="o">=</span><span class="n">no_wake</span>
-            <span class="p">)</span>
+        <span class="c1"># This code is out of date, let&#39;s just thread it through</span>
+        <span class="c1"># # If no_wake==True, ignore parallelization because it&#39;s fast enough</span>
+        <span class="c1"># if no_wake:</span>
+        <span class="c1">#     return self.fmodel.get_farm_AEP(</span>
+        <span class="c1">#         freq=freq,</span>
+        <span class="c1">#         cut_in_wind_speed=cut_in_wind_speed,</span>
+        <span class="c1">#         cut_out_wind_speed=cut_out_wind_speed,</span>
+        <span class="c1">#         yaw_angles=yaw_angles,</span>
+        <span class="c1">#         turbine_weights=turbine_weights,</span>
+        <span class="c1">#         no_wake=no_wake</span>
+        <span class="c1">#     )</span>
 
         <span class="c1"># Verify dimensions of the variable &quot;freq&quot;</span>
         <span class="k">if</span> <span class="p">((</span><span class="bp">self</span><span class="o">.</span><span class="n">_is_uncertain</span> <span class="ow">and</span> <span class="n">np</span><span class="o">.</span><span class="n">shape</span><span class="p">(</span><span class="n">freq</span><span class="p">)[</span><span class="mi">0</span><span class="p">]</span> <span class="o">!=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_n_unexpanded</span><span class="p">)</span> <span class="ow">or</span>
@@ -1024,7 +1090,9 @@ <h1>Source code for floris.parallel_floris_model</h1><div class="highlight"><pre
             <span class="p">)</span>
 
         <span class="n">farm_power</span> <span class="o">=</span> <span class="p">(</span>
-            <span class="bp">self</span><span class="o">.</span><span class="n">get_farm_power</span><span class="p">(</span><span class="n">yaw_angles</span><span class="o">=</span><span class="n">yaw_angles</span><span class="p">,</span> <span class="n">turbine_weights</span><span class="o">=</span><span class="n">turbine_weights</span><span class="p">)</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">get_farm_power</span><span class="p">(</span><span class="n">yaw_angles</span><span class="o">=</span><span class="n">yaw_angles</span><span class="p">,</span>
+                                <span class="n">turbine_weights</span><span class="o">=</span><span class="n">turbine_weights</span><span class="p">,</span>
+                                  <span class="n">no_wake</span><span class="o">=</span><span class="n">no_wake</span><span class="p">)</span>
         <span class="p">)</span>
 
         <span class="c1"># Finally, calculate AEP in GWh</span>
@@ -1113,6 +1181,79 @@ <h1>Source code for floris.parallel_floris_model</h1><div class="highlight"><pre
         <span class="k">return</span> <span class="n">df_opt</span></div>
 
 
+<div class="viewcode-block" id="ParallelFlorisModel.get_operation_model">
+<a class="viewcode-back" href="../../_autosummary/floris.parallel_floris_model.html#floris.parallel_floris_model.ParallelFlorisModel.get_operation_model">[docs]</a>
+    <span class="k">def</span> <span class="nf">get_operation_model</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Get the operation model of underlying fmodel.</span>
+
+<span class="sd">        Returns:</span>
+<span class="sd">            str: The operation_model.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">fmodel</span><span class="o">.</span><span class="n">get_operation_model</span><span class="p">()</span></div>
+
+
+<div class="viewcode-block" id="ParallelFlorisModel.set_operation_model">
+<a class="viewcode-back" href="../../_autosummary/floris.parallel_floris_model.html#floris.parallel_floris_model.ParallelFlorisModel.set_operation_model">[docs]</a>
+    <span class="k">def</span> <span class="nf">set_operation_model</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">operation_model</span><span class="p">):</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Set the operation model of underlying fmodel.</span>
+
+<span class="sd">        Args:</span>
+<span class="sd">            operation_model (str): The operation model to set.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">fmodel</span><span class="o">.</span><span class="n">set_operation_model</span><span class="p">(</span><span class="n">operation_model</span><span class="p">)</span>
+
+        <span class="c1"># Reinitialize settings</span>
+        <span class="bp">self</span><span class="o">.</span><span class="fm">__init__</span><span class="p">(</span>
+            <span class="n">fmodel</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">fmodel</span><span class="p">,</span>
+            <span class="n">max_workers</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">_max_workers</span><span class="p">,</span>
+            <span class="n">n_wind_condition_splits</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">_n_wind_condition_splits</span><span class="p">,</span>
+            <span class="n">interface</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">interface</span><span class="p">,</span>
+            <span class="n">propagate_flowfield_from_workers</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">propagate_flowfield_from_workers</span><span class="p">,</span>
+            <span class="n">print_timings</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">print_timings</span><span class="p">,</span>
+        <span class="p">)</span></div>
+
+
+<div class="viewcode-block" id="ParallelFlorisModel.get_param">
+<a class="viewcode-back" href="../../_autosummary/floris.parallel_floris_model.html#floris.parallel_floris_model.ParallelFlorisModel.get_param">[docs]</a>
+    <span class="k">def</span> <span class="nf">get_param</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">param</span><span class="p">,</span> <span class="n">param_idx</span><span class="o">=</span><span class="kc">None</span><span class="p">):</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Get the parameter of underlying fmodel.</span>
+
+<span class="sd">        Args:</span>
+<span class="sd">            param (List[str]): A list of keys to traverse the FlorisModel dictionary.</span>
+<span class="sd">            param_idx (Optional[int], optional): The index to get the value at. Defaults to None.</span>
+<span class="sd">                If None, the entire parameter is returned.</span>
+
+<span class="sd">        Returns:</span>
+<span class="sd">            Any: The value of the parameter.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">fmodel</span><span class="o">.</span><span class="n">get_param</span><span class="p">(</span><span class="n">param</span><span class="p">,</span> <span class="n">param_idx</span><span class="p">)</span></div>
+
+
+<div class="viewcode-block" id="ParallelFlorisModel.set_param">
+<a class="viewcode-back" href="../../_autosummary/floris.parallel_floris_model.html#floris.parallel_floris_model.ParallelFlorisModel.set_param">[docs]</a>
+    <span class="k">def</span> <span class="nf">set_param</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">param</span><span class="p">,</span> <span class="n">value</span><span class="p">,</span> <span class="n">param_idx</span><span class="o">=</span><span class="kc">None</span><span class="p">):</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Set the parameter of underlying fmodel.</span>
+
+<span class="sd">        Args:</span>
+<span class="sd">            param (List[str]): A list of keys to traverse the FlorisModel dictionary.</span>
+<span class="sd">            value (Any): The value to set.</span>
+<span class="sd">            param_idx (Optional[int], optional): The index to set the value at. Defaults to None.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">fmodel</span><span class="o">.</span><span class="n">set_param</span><span class="p">(</span><span class="n">param</span><span class="p">,</span> <span class="n">value</span><span class="p">,</span> <span class="n">param_idx</span><span class="p">)</span>
+
+        <span class="c1"># Reinitialize settings</span>
+        <span class="bp">self</span><span class="o">.</span><span class="fm">__init__</span><span class="p">(</span>
+            <span class="n">fmodel</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">fmodel</span><span class="p">,</span>
+            <span class="n">max_workers</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">_max_workers</span><span class="p">,</span>
+            <span class="n">n_wind_condition_splits</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">_n_wind_condition_splits</span><span class="p">,</span>
+            <span class="n">interface</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">interface</span><span class="p">,</span>
+            <span class="n">propagate_flowfield_from_workers</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">propagate_flowfield_from_workers</span><span class="p">,</span>
+            <span class="n">print_timings</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">print_timings</span><span class="p">,</span>
+        <span class="p">)</span></div>
+
+
+
+
     <span class="nd">@property</span>
     <span class="k">def</span> <span class="nf">layout_x</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
         <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">fmodel</span><span class="o">.</span><span class="n">layout_x</span>
@@ -1141,11 +1282,6 @@ <h1>Source code for floris.parallel_floris_model</h1><div class="highlight"><pre
     <span class="k">def</span> <span class="nf">n_turbines</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
         <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">fmodel</span><span class="o">.</span><span class="n">n_turbines</span></div>
 
-
-
-    <span class="c1"># @property</span>
-    <span class="c1"># def floris(self):</span>
-    <span class="c1">#     return self.fmodel.core</span>
 </pre></div>
 
                 </article>
diff --git a/_modules/floris/turbine_library/turbine_previewer.html b/_modules/floris/turbine_library/turbine_previewer.html
index 68429b9d7..119b6f28a 100644
--- a/_modules/floris/turbine_library/turbine_previewer.html
+++ b/_modules/floris/turbine_library/turbine_previewer.html
@@ -240,6 +240,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="../../../_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -374,6 +375,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/_modules/floris/turbine_library/turbine_utilities.html b/_modules/floris/turbine_library/turbine_utilities.html
index 5b48e1ff7..fa9f85e6d 100644
--- a/_modules/floris/turbine_library/turbine_utilities.html
+++ b/_modules/floris/turbine_library/turbine_utilities.html
@@ -240,6 +240,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="../../../_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -374,6 +375,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/_modules/floris/type_dec.html b/_modules/floris/type_dec.html
index 1b5a44c03..89030dcd7 100644
--- a/_modules/floris/type_dec.html
+++ b/_modules/floris/type_dec.html
@@ -240,6 +240,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -374,6 +375,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../../examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/_modules/floris/uncertain_floris_model.html b/_modules/floris/uncertain_floris_model.html
index 7980a1be7..fadc250b1 100644
--- a/_modules/floris/uncertain_floris_model.html
+++ b/_modules/floris/uncertain_floris_model.html
@@ -240,6 +240,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -374,6 +375,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../../examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/_modules/floris/utilities.html b/_modules/floris/utilities.html
index 99bab09b4..c84577a94 100644
--- a/_modules/floris/utilities.html
+++ b/_modules/floris/utilities.html
@@ -240,6 +240,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -374,6 +375,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../../examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/_modules/floris/wind_data.html b/_modules/floris/wind_data.html
index 7e3e3fc65..adb9572d3 100644
--- a/_modules/floris/wind_data.html
+++ b/_modules/floris/wind_data.html
@@ -240,6 +240,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -374,6 +375,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../../examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/_modules/index.html b/_modules/index.html
index 8a614a00d..62be4347c 100644
--- a/_modules/index.html
+++ b/_modules/index.html
@@ -240,6 +240,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="../_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="../_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -374,6 +375,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
@@ -600,6 +603,7 @@ <h1>All modules for which code is available</h1>
 <li><a href="floris/logging_manager.html">floris.logging_manager</a></li>
 <li><a href="floris/optimization/layout_optimization/layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li><a href="floris/optimization/layout_optimization/layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li><a href="floris/optimization/layout_optimization/layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li><a href="floris/optimization/layout_optimization/layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li><a href="floris/optimization/layout_optimization/layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li><a href="floris/optimization/layout_optimization/layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
diff --git a/_sources/_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.rst b/_sources/_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.rst
new file mode 100644
index 000000000..31b5fbf25
--- /dev/null
+++ b/_sources/_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.rst
@@ -0,0 +1,12 @@
+floris.optimization.layout\_optimization.layout\_optimization\_gridded
+======================================================================
+
+.. automodule:: floris.optimization.layout_optimization.layout_optimization_gridded
+
+   
+   .. rubric:: Classes
+
+   .. autosummary::
+   
+      LayoutOptimizationGridded
+   
\ No newline at end of file
diff --git a/_sources/_autosummary/floris.optimization.layout_optimization.rst b/_sources/_autosummary/floris.optimization.layout_optimization.rst
index ba8e4ef19..7e3f1b86b 100644
--- a/_sources/_autosummary/floris.optimization.layout_optimization.rst
+++ b/_sources/_autosummary/floris.optimization.layout_optimization.rst
@@ -12,6 +12,7 @@ floris.optimization.layout\_optimization
 
    layout_optimization_base
    layout_optimization_boundary_grid
+   layout_optimization_gridded
    layout_optimization_pyoptsparse
    layout_optimization_pyoptsparse_spread
    layout_optimization_random_search
diff --git a/_sources/examples/001_opening_floris_computing_power.ipynb b/_sources/examples/001_opening_floris_computing_power.ipynb
index 7cc45cf99..d65e8538b 100644
--- a/_sources/examples/001_opening_floris_computing_power.ipynb
+++ b/_sources/examples/001_opening_floris_computing_power.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "fe5cd712",
+   "id": "eaf0afdb",
    "metadata": {},
    "source": [
     "# Example 1: Opening FLORIS and Computing Power"
@@ -11,7 +11,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "a2738cb9",
+   "id": "cc678c70",
    "metadata": {},
    "outputs": [],
    "source": [
diff --git a/_sources/examples/002_visualizations.ipynb b/_sources/examples/002_visualizations.ipynb
index 72a0c4c48..903446da4 100644
--- a/_sources/examples/002_visualizations.ipynb
+++ b/_sources/examples/002_visualizations.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "cbae558e",
+   "id": "668fbb38",
    "metadata": {},
    "source": [
     "# Example 2: Visualizations"
@@ -11,7 +11,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "d6e0641a",
+   "id": "9854027a",
    "metadata": {},
    "outputs": [],
    "source": [
diff --git a/_sources/examples/003_wind_data_objects.ipynb b/_sources/examples/003_wind_data_objects.ipynb
index 079eace7c..ddab696f7 100644
--- a/_sources/examples/003_wind_data_objects.ipynb
+++ b/_sources/examples/003_wind_data_objects.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "c2441d68",
+   "id": "c31e2f9c",
    "metadata": {},
    "source": [
     "# Example 3: Wind Data Objects"
@@ -11,7 +11,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "64d9aaa8",
+   "id": "043d9412",
    "metadata": {},
    "outputs": [],
    "source": [
diff --git a/_sources/examples/004_set.ipynb b/_sources/examples/004_set.ipynb
index d39f83e76..4d3a8d5c2 100644
--- a/_sources/examples/004_set.ipynb
+++ b/_sources/examples/004_set.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "571fab7f",
+   "id": "b0e30826",
    "metadata": {},
    "source": [
     "# Example 4: Set"
@@ -11,7 +11,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "06727240",
+   "id": "c9cafb92",
    "metadata": {},
    "outputs": [],
    "source": [
diff --git a/_sources/examples/005_getting_power.ipynb b/_sources/examples/005_getting_power.ipynb
index 47d8fa529..546762999 100644
--- a/_sources/examples/005_getting_power.ipynb
+++ b/_sources/examples/005_getting_power.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "2d2489f9",
+   "id": "b8d83249",
    "metadata": {},
    "source": [
     "# Example 5: Getting Turbine and Farm Power"
@@ -11,7 +11,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "abd33bce",
+   "id": "9ad53829",
    "metadata": {},
    "outputs": [],
    "source": [
diff --git a/_sources/examples/006_get_farm_aep.ipynb b/_sources/examples/006_get_farm_aep.ipynb
index 7348e8977..d85295335 100644
--- a/_sources/examples/006_get_farm_aep.ipynb
+++ b/_sources/examples/006_get_farm_aep.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "3b049afc",
+   "id": "027b34f5",
    "metadata": {},
    "source": [
     "# Example 6: Getting Expected Power and AEP"
@@ -11,7 +11,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "486a0940",
+   "id": "c8c6cd8c",
    "metadata": {},
    "outputs": [],
    "source": [
diff --git a/_sources/examples/007_sweeping_variables.ipynb b/_sources/examples/007_sweeping_variables.ipynb
index 3e86b1384..8a4c919bd 100644
--- a/_sources/examples/007_sweeping_variables.ipynb
+++ b/_sources/examples/007_sweeping_variables.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "64702e18",
+   "id": "79edeff3",
    "metadata": {},
    "source": [
     "# Example 7: Sweeping Variables"
@@ -11,7 +11,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "7492843f",
+   "id": "1fa743cc",
    "metadata": {},
    "outputs": [],
    "source": [
diff --git a/_sources/examples/008_uncertain_models.ipynb b/_sources/examples/008_uncertain_models.ipynb
index 7584060ad..a1d25fc6b 100644
--- a/_sources/examples/008_uncertain_models.ipynb
+++ b/_sources/examples/008_uncertain_models.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "d2a8fb01",
+   "id": "2677ea9b",
    "metadata": {},
    "source": [
     "# Example 8: Uncertain Models"
@@ -11,7 +11,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "a7151b76",
+   "id": "5f680115",
    "metadata": {},
    "outputs": [],
    "source": [
diff --git a/_sources/examples/009_compare_farm_power_with_neighbor.ipynb b/_sources/examples/009_compare_farm_power_with_neighbor.ipynb
index 0de20a739..9795ff94d 100644
--- a/_sources/examples/009_compare_farm_power_with_neighbor.ipynb
+++ b/_sources/examples/009_compare_farm_power_with_neighbor.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "74d0fd86",
+   "id": "ebee1556",
    "metadata": {},
    "source": [
     "# Example 9: Compare farm power with neighboring farm"
@@ -11,7 +11,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "e68cc067",
+   "id": "711aa840",
    "metadata": {},
    "outputs": [],
    "source": [
diff --git a/_sources/examples/examples_control_optimization/001_opt_yaw_single_ws.ipynb b/_sources/examples/examples_control_optimization/001_opt_yaw_single_ws.ipynb
index b4f40ce74..4818c39d2 100644
--- a/_sources/examples/examples_control_optimization/001_opt_yaw_single_ws.ipynb
+++ b/_sources/examples/examples_control_optimization/001_opt_yaw_single_ws.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "cdb36355",
+   "id": "cfac1049",
    "metadata": {},
    "source": [
     "# Example: Optimize yaw for a single wind speed and multiple wind directions"
@@ -11,7 +11,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "1d3bf98b",
+   "id": "fdd13498",
    "metadata": {},
    "outputs": [],
    "source": [
diff --git a/_sources/examples/examples_control_optimization/002_opt_yaw_single_ws_uncertain.ipynb b/_sources/examples/examples_control_optimization/002_opt_yaw_single_ws_uncertain.ipynb
index 08800d473..7fe07f39f 100644
--- a/_sources/examples/examples_control_optimization/002_opt_yaw_single_ws_uncertain.ipynb
+++ b/_sources/examples/examples_control_optimization/002_opt_yaw_single_ws_uncertain.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "6809a32f",
+   "id": "03f3a46c",
    "metadata": {},
    "source": [
     "# Example: Optimize yaw for a single wind speed and multiple wind directions."
@@ -11,7 +11,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "5130dc8d",
+   "id": "3ea2dd32",
    "metadata": {},
    "outputs": [],
    "source": [
diff --git a/_sources/examples/examples_control_optimization/003_opt_yaw_multiple_ws.ipynb b/_sources/examples/examples_control_optimization/003_opt_yaw_multiple_ws.ipynb
index 8d7859b14..7d2c07d74 100644
--- a/_sources/examples/examples_control_optimization/003_opt_yaw_multiple_ws.ipynb
+++ b/_sources/examples/examples_control_optimization/003_opt_yaw_multiple_ws.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "99e948fd",
+   "id": "a1e68eec",
    "metadata": {},
    "source": [
     "# Example: Optimize yaw for multiple wind directions and multiple wind speeds."
@@ -11,7 +11,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "833ceb2e",
+   "id": "f2f05743",
    "metadata": {},
    "outputs": [],
    "source": [
diff --git a/_sources/examples/examples_control_optimization/004_optimize_yaw_aep.ipynb b/_sources/examples/examples_control_optimization/004_optimize_yaw_aep.ipynb
index 5c25a0fc4..967adb4e3 100644
--- a/_sources/examples/examples_control_optimization/004_optimize_yaw_aep.ipynb
+++ b/_sources/examples/examples_control_optimization/004_optimize_yaw_aep.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "58deb281",
+   "id": "0b8a3bce",
    "metadata": {},
    "source": [
     "# Example: Optimize yaw and compare AEP"
@@ -11,7 +11,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "6ded2bdb",
+   "id": "daa8df78",
    "metadata": {},
    "outputs": [],
    "source": [
diff --git a/_sources/examples/examples_control_optimization/005_optimize_yaw_aep_parallel.ipynb b/_sources/examples/examples_control_optimization/005_optimize_yaw_aep_parallel.ipynb
index a891d9e36..87b72e05e 100644
--- a/_sources/examples/examples_control_optimization/005_optimize_yaw_aep_parallel.ipynb
+++ b/_sources/examples/examples_control_optimization/005_optimize_yaw_aep_parallel.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "662f1433",
+   "id": "e6cef81b",
    "metadata": {},
    "source": [
     "# Example: Optimize yaw and compare AEP in parallel"
@@ -11,7 +11,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "78b1caeb",
+   "id": "d8dec8fa",
    "metadata": {},
    "outputs": [],
    "source": [
diff --git a/_sources/examples/examples_control_optimization/006_compare_yaw_optimizers.ipynb b/_sources/examples/examples_control_optimization/006_compare_yaw_optimizers.ipynb
index 0365e3af4..784d442a4 100644
--- a/_sources/examples/examples_control_optimization/006_compare_yaw_optimizers.ipynb
+++ b/_sources/examples/examples_control_optimization/006_compare_yaw_optimizers.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "1b6b7b96",
+   "id": "9516d905",
    "metadata": {},
    "source": [
     "# Example: Compare yaw optimizers"
@@ -11,7 +11,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "bc72803e",
+   "id": "30774390",
    "metadata": {},
    "outputs": [],
    "source": [
diff --git a/_sources/examples/examples_control_optimization/007_optimize_yaw_with_neighbor_farms.ipynb b/_sources/examples/examples_control_optimization/007_optimize_yaw_with_neighbor_farms.ipynb
index af2b19d59..25b577d96 100644
--- a/_sources/examples/examples_control_optimization/007_optimize_yaw_with_neighbor_farms.ipynb
+++ b/_sources/examples/examples_control_optimization/007_optimize_yaw_with_neighbor_farms.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "557138b6",
+   "id": "cac4814c",
    "metadata": {},
    "source": [
     "# Example: Optimize yaw with neighbor farm"
@@ -11,7 +11,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "3b2beaac",
+   "id": "3e03773f",
    "metadata": {},
    "outputs": [],
    "source": [
diff --git a/_sources/examples/examples_control_types/001_derating_control.ipynb b/_sources/examples/examples_control_types/001_derating_control.ipynb
index a35a6451e..c5bd41afa 100644
--- a/_sources/examples/examples_control_types/001_derating_control.ipynb
+++ b/_sources/examples/examples_control_types/001_derating_control.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "2e41e855",
+   "id": "019de197",
    "metadata": {},
    "source": [
     "# Example of using the simple-derating control model in FLORIS."
@@ -11,7 +11,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "041c565d",
+   "id": "e99c1c6d",
    "metadata": {},
    "outputs": [],
    "source": [
diff --git a/_sources/examples/examples_control_types/002_disable_turbines.ipynb b/_sources/examples/examples_control_types/002_disable_turbines.ipynb
index 672248b4f..f139b36dd 100644
--- a/_sources/examples/examples_control_types/002_disable_turbines.ipynb
+++ b/_sources/examples/examples_control_types/002_disable_turbines.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "af7b4a90",
+   "id": "6496c4b5",
    "metadata": {},
    "source": [
     "# Example: Disabling turbines"
@@ -11,7 +11,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "047bce09",
+   "id": "dd946ad4",
    "metadata": {},
    "outputs": [],
    "source": [
diff --git a/_sources/examples/examples_control_types/003_setting_yaw_and_disabling.ipynb b/_sources/examples/examples_control_types/003_setting_yaw_and_disabling.ipynb
index 9c484877a..7b25b4c4d 100644
--- a/_sources/examples/examples_control_types/003_setting_yaw_and_disabling.ipynb
+++ b/_sources/examples/examples_control_types/003_setting_yaw_and_disabling.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "87e61baa",
+   "id": "e3961fa6",
    "metadata": {},
    "source": [
     "# Example: Setting yaw angles and disabling turbine"
@@ -11,7 +11,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "88d3eba9",
+   "id": "f48ec74a",
    "metadata": {},
    "outputs": [],
    "source": [
diff --git a/_sources/examples/examples_control_types/004_helix_active_wake_mixing.ipynb b/_sources/examples/examples_control_types/004_helix_active_wake_mixing.ipynb
index 58d4989f5..9a11eacf0 100644
--- a/_sources/examples/examples_control_types/004_helix_active_wake_mixing.ipynb
+++ b/_sources/examples/examples_control_types/004_helix_active_wake_mixing.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "87195a6a",
+   "id": "3ac2a143",
    "metadata": {},
    "source": [
     "# Example: Helix active wake mixing"
@@ -11,7 +11,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "4c46fbae",
+   "id": "f6fc4fde",
    "metadata": {},
    "outputs": [],
    "source": [
diff --git a/_sources/examples/examples_control_types/005_peak_shaving.ipynb b/_sources/examples/examples_control_types/005_peak_shaving.ipynb
index 896da64b5..44ce0e60e 100644
--- a/_sources/examples/examples_control_types/005_peak_shaving.ipynb
+++ b/_sources/examples/examples_control_types/005_peak_shaving.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "28205acb",
+   "id": "13ec8706",
    "metadata": {},
    "source": [
     "# Example of using the peak-shaving turbine operation model."
@@ -11,7 +11,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "a5f56a94",
+   "id": "c5314449",
    "metadata": {},
    "outputs": [],
    "source": [
diff --git a/_sources/examples/examples_emgauss/001_empirical_gauss_velocity_deficit_parameters.ipynb b/_sources/examples/examples_emgauss/001_empirical_gauss_velocity_deficit_parameters.ipynb
index e6f1f2c30..7621ecf16 100644
--- a/_sources/examples/examples_emgauss/001_empirical_gauss_velocity_deficit_parameters.ipynb
+++ b/_sources/examples/examples_emgauss/001_empirical_gauss_velocity_deficit_parameters.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "5392c770",
+   "id": "91143b22",
    "metadata": {},
    "source": [
     "# Example: Empirical Gaussian velocity deficit parameters"
@@ -11,7 +11,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "ad1b4ffb",
+   "id": "3752ee5c",
    "metadata": {},
    "outputs": [],
    "source": [
diff --git a/_sources/examples/examples_emgauss/002_empirical_gauss_deflection_parameters.ipynb b/_sources/examples/examples_emgauss/002_empirical_gauss_deflection_parameters.ipynb
index f89593ff8..90f6a32e3 100644
--- a/_sources/examples/examples_emgauss/002_empirical_gauss_deflection_parameters.ipynb
+++ b/_sources/examples/examples_emgauss/002_empirical_gauss_deflection_parameters.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "a15589e8",
+   "id": "1a36555e",
    "metadata": {},
    "source": [
     "# Example: Empirical Gaussian deflection parameters"
@@ -11,7 +11,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "c5f9100c",
+   "id": "8ac41d5d",
    "metadata": {},
    "outputs": [],
    "source": [
diff --git a/_sources/examples/examples_floating/001_floating_turbine_models.ipynb b/_sources/examples/examples_floating/001_floating_turbine_models.ipynb
index 6fb766aad..546596756 100644
--- a/_sources/examples/examples_floating/001_floating_turbine_models.ipynb
+++ b/_sources/examples/examples_floating/001_floating_turbine_models.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "5c09860b",
+   "id": "2510a40d",
    "metadata": {},
    "source": [
     "# Example: Floating turbines"
@@ -11,7 +11,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "0551c1a4",
+   "id": "6983652a",
    "metadata": {},
    "outputs": [],
    "source": [
diff --git a/_sources/examples/examples_floating/002_floating_vs_fixedbottom_farm.ipynb b/_sources/examples/examples_floating/002_floating_vs_fixedbottom_farm.ipynb
index e10b316b5..0c1a2686e 100644
--- a/_sources/examples/examples_floating/002_floating_vs_fixedbottom_farm.ipynb
+++ b/_sources/examples/examples_floating/002_floating_vs_fixedbottom_farm.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "4d4e0c9a",
+   "id": "fe3017f3",
    "metadata": {},
    "source": [
     "# Example: Floating vs fixed-bottom farm"
@@ -11,7 +11,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "da0700c1",
+   "id": "346b664d",
    "metadata": {},
    "outputs": [],
    "source": [
diff --git a/_sources/examples/examples_floating/003_tilt_driven_vertical_wake_deflection.ipynb b/_sources/examples/examples_floating/003_tilt_driven_vertical_wake_deflection.ipynb
index d78b71735..ecd1ba815 100644
--- a/_sources/examples/examples_floating/003_tilt_driven_vertical_wake_deflection.ipynb
+++ b/_sources/examples/examples_floating/003_tilt_driven_vertical_wake_deflection.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "5748fca2",
+   "id": "67ad5b62",
    "metadata": {},
    "source": [
     "# Example: Tilt-driven vertical wake deflection"
@@ -11,7 +11,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "195524a8",
+   "id": "3871642d",
    "metadata": {},
    "outputs": [],
    "source": [
diff --git a/_sources/examples/examples_get_flow/001_extract_wind_speed_at_turbines.ipynb b/_sources/examples/examples_get_flow/001_extract_wind_speed_at_turbines.ipynb
index d791cce6a..4efc60763 100644
--- a/_sources/examples/examples_get_flow/001_extract_wind_speed_at_turbines.ipynb
+++ b/_sources/examples/examples_get_flow/001_extract_wind_speed_at_turbines.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "9d847d3b",
+   "id": "c075fc0e",
    "metadata": {},
    "source": [
     "# Example: Extract wind speed at turbines"
@@ -11,7 +11,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "d6de595c",
+   "id": "bb564fd3",
    "metadata": {},
    "outputs": [],
    "source": [
diff --git a/_sources/examples/examples_get_flow/002_extract_wind_speed_at_points.ipynb b/_sources/examples/examples_get_flow/002_extract_wind_speed_at_points.ipynb
index 29bf80689..1fad334f5 100644
--- a/_sources/examples/examples_get_flow/002_extract_wind_speed_at_points.ipynb
+++ b/_sources/examples/examples_get_flow/002_extract_wind_speed_at_points.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "7380cf89",
+   "id": "3c219fec",
    "metadata": {},
    "source": [
     "# Example: Extract wind speed at points"
@@ -11,7 +11,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "048b577a",
+   "id": "05f1050e",
    "metadata": {},
    "outputs": [],
    "source": [
diff --git a/_sources/examples/examples_get_flow/003_plot_velocity_deficit_profiles.ipynb b/_sources/examples/examples_get_flow/003_plot_velocity_deficit_profiles.ipynb
index b7b77d998..94e65be46 100644
--- a/_sources/examples/examples_get_flow/003_plot_velocity_deficit_profiles.ipynb
+++ b/_sources/examples/examples_get_flow/003_plot_velocity_deficit_profiles.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "915593f6",
+   "id": "6bac9f0c",
    "metadata": {},
    "source": [
     "# Example: Plot velocity deficit profiles"
@@ -11,7 +11,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "08394652",
+   "id": "45796416",
    "metadata": {},
    "outputs": [],
    "source": [
diff --git a/_sources/examples/examples_heterogeneous/001_heterogeneous_inflow_single.ipynb b/_sources/examples/examples_heterogeneous/001_heterogeneous_inflow_single.ipynb
index 5e3241fd6..1e76ec32a 100644
--- a/_sources/examples/examples_heterogeneous/001_heterogeneous_inflow_single.ipynb
+++ b/_sources/examples/examples_heterogeneous/001_heterogeneous_inflow_single.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "6c4da344",
+   "id": "72021564",
    "metadata": {},
    "source": [
     "# Example: Heterogeneous Inflow for single case"
@@ -11,7 +11,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "c2b4e102",
+   "id": "593d709b",
    "metadata": {},
    "outputs": [],
    "source": [
diff --git a/_sources/examples/examples_heterogeneous/002_heterogeneous_using_wind_data.ipynb b/_sources/examples/examples_heterogeneous/002_heterogeneous_using_wind_data.ipynb
index 522fa5d66..d21216d49 100644
--- a/_sources/examples/examples_heterogeneous/002_heterogeneous_using_wind_data.ipynb
+++ b/_sources/examples/examples_heterogeneous/002_heterogeneous_using_wind_data.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "13ecc9d3",
+   "id": "fcdbaa71",
    "metadata": {},
    "source": [
     "# Example: Heterogeneous Inflow using wind data"
@@ -11,7 +11,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "cdcf2a76",
+   "id": "f4bd3e7c",
    "metadata": {},
    "outputs": [],
    "source": [
diff --git a/_sources/examples/examples_heterogeneous/003_heterogeneous_speedup_by_wd_and_ws.ipynb b/_sources/examples/examples_heterogeneous/003_heterogeneous_speedup_by_wd_and_ws.ipynb
index df4d7e8b6..18b153720 100644
--- a/_sources/examples/examples_heterogeneous/003_heterogeneous_speedup_by_wd_and_ws.ipynb
+++ b/_sources/examples/examples_heterogeneous/003_heterogeneous_speedup_by_wd_and_ws.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "b3d88111",
+   "id": "ff211817",
    "metadata": {},
    "source": [
     "# Example: Heterogeneous Speedup by Wind Direction and Wind Speed"
@@ -11,7 +11,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "746230b3",
+   "id": "28608ec2",
    "metadata": {},
    "outputs": [],
    "source": [
diff --git a/_sources/examples/examples_heterogeneous/004_heterogeneous_2d_and_3d.ipynb b/_sources/examples/examples_heterogeneous/004_heterogeneous_2d_and_3d.ipynb
index b43e65bf6..a9d5e9ffc 100644
--- a/_sources/examples/examples_heterogeneous/004_heterogeneous_2d_and_3d.ipynb
+++ b/_sources/examples/examples_heterogeneous/004_heterogeneous_2d_and_3d.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "18e827d8",
+   "id": "088780b2",
    "metadata": {},
    "source": [
     "# Example: Heterogeneous Inflow in 2D and 3D"
@@ -11,7 +11,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "5e568b1c",
+   "id": "754c4872",
    "metadata": {},
    "outputs": [],
    "source": [
diff --git a/_sources/examples/examples_layout_optimization/001_optimize_layout.ipynb b/_sources/examples/examples_layout_optimization/001_optimize_layout.ipynb
index 48b6343cb..3c874c2de 100644
--- a/_sources/examples/examples_layout_optimization/001_optimize_layout.ipynb
+++ b/_sources/examples/examples_layout_optimization/001_optimize_layout.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "b1391e7e",
+   "id": "a5d88125",
    "metadata": {},
    "source": [
     "# Example: Optimize Layout"
@@ -11,7 +11,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "354c5459",
+   "id": "2d59ffaf",
    "metadata": {},
    "outputs": [],
    "source": [
diff --git a/_sources/examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.ipynb b/_sources/examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.ipynb
index 2017f5c48..cddcafa2f 100644
--- a/_sources/examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.ipynb
+++ b/_sources/examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "11fe1f71",
+   "id": "29249702",
    "metadata": {},
    "source": [
     "# Example: Layout optimization with heterogeneous inflow"
@@ -11,7 +11,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "83a8c7d1",
+   "id": "394f934a",
    "metadata": {},
    "outputs": [],
    "source": [
diff --git a/_sources/examples/examples_layout_optimization/003_genetic_random_search.ipynb b/_sources/examples/examples_layout_optimization/003_genetic_random_search.ipynb
index 8577cb972..13ae998ed 100644
--- a/_sources/examples/examples_layout_optimization/003_genetic_random_search.ipynb
+++ b/_sources/examples/examples_layout_optimization/003_genetic_random_search.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "879d8d3b",
+   "id": "8f31eb6d",
    "metadata": {},
    "source": [
     "# Example: Layout optimization with genetic random search"
@@ -11,7 +11,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "93e63c13",
+   "id": "bf8509f7",
    "metadata": {},
    "outputs": [],
    "source": [
diff --git a/_sources/examples/examples_layout_optimization/004_generate_gridded_layout.ipynb b/_sources/examples/examples_layout_optimization/004_generate_gridded_layout.ipynb
new file mode 100644
index 000000000..93d655f7c
--- /dev/null
+++ b/_sources/examples/examples_layout_optimization/004_generate_gridded_layout.ipynb
@@ -0,0 +1,63 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "id": "3780671d",
+   "metadata": {},
+   "source": [
+    "# Example: Gridded layout design"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "6b6ca1ba",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "\"\"\"Example: Gridded layout design\n",
+    "This example shows a layout optimization that places as many turbines as\n",
+    "possible into a given boundary using a gridded layout pattern.\n",
+    "\"\"\"\n",
+    "\n",
+    "import matplotlib.pyplot as plt\n",
+    "import numpy as np\n",
+    "\n",
+    "from floris import FlorisModel, WindRose\n",
+    "from floris.optimization.layout_optimization.layout_optimization_gridded import (\n",
+    "    LayoutOptimizationGridded,\n",
+    ")\n",
+    "\n",
+    "\n",
+    "if __name__ == '__main__':\n",
+    "    # Load the Floris model\n",
+    "    fmodel = FlorisModel('../inputs/gch.yaml')\n",
+    "\n",
+    "    # Set the boundaries\n",
+    "    # The boundaries for the turbines, specified as vertices\n",
+    "    boundaries = [(0.0, 0.0), (0.0, 1000.0), (1000.0, 1000.0), (1000.0, 0.0), (0.0, 0.0)]\n",
+    "\n",
+    "    # Set up the optimization object with 5D spacing\n",
+    "    layout_opt = LayoutOptimizationGridded(\n",
+    "        fmodel,\n",
+    "        boundaries,\n",
+    "        min_dist_D=5., # results in spacing of 5*125.88 = 629.4 m\n",
+    "        min_dist=None, # Alternatively, can specify spacing directly in meters\n",
+    "    )\n",
+    "\n",
+    "    layout_opt.optimize()\n",
+    "\n",
+    "    # Note that the \"initial\" layout that is provided with the fmodel is\n",
+    "    # not used by the layout optimization.\n",
+    "    layout_opt.plot_layout_opt_results()\n",
+    "\n",
+    "    plt.show()\n",
+    "import warnings\n",
+    "warnings.filterwarnings('ignore')"
+   ]
+  }
+ ],
+ "metadata": {},
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/_sources/examples/examples_layout_optimization/005_layout_optimization_complex_boundary.ipynb b/_sources/examples/examples_layout_optimization/005_layout_optimization_complex_boundary.ipynb
new file mode 100644
index 000000000..7c794c788
--- /dev/null
+++ b/_sources/examples/examples_layout_optimization/005_layout_optimization_complex_boundary.ipynb
@@ -0,0 +1,109 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "id": "3bb88db3",
+   "metadata": {},
+   "source": [
+    "# Example: Separated boundaries layout optimization"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "0a4f2de7",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "\"\"\"Example: Separated boundaries layout optimization\n",
+    "Demonstrates the capabilities of LayoutOptimizationGridded and\n",
+    "LayoutOptimizationRandomSearch to optimize turbine layouts with complex\n",
+    "boundaries.\n",
+    "\"\"\"\n",
+    "\n",
+    "import matplotlib.pyplot as plt\n",
+    "import numpy as np\n",
+    "\n",
+    "from floris import FlorisModel, WindRose\n",
+    "from floris.optimization.layout_optimization.layout_optimization_gridded import (\n",
+    "    LayoutOptimizationGridded,\n",
+    ")\n",
+    "from floris.optimization.layout_optimization.layout_optimization_random_search import (\n",
+    "    LayoutOptimizationRandomSearch,\n",
+    ")\n",
+    "\n",
+    "\n",
+    "if __name__ == '__main__':\n",
+    "    # Load the Floris model\n",
+    "    fmodel = FlorisModel('../inputs/gch.yaml')\n",
+    "\n",
+    "    # Set the boundaries\n",
+    "    # The boundaries for the turbines, specified as vertices\n",
+    "    boundaries = [\n",
+    "        [(0.0, 0.0), (0.0, 1000.0), (1000.0, 1000.0), (1000.0, 0.0), (0.0, 0.0)],\n",
+    "        [(1500.0, 0.0), (1500.0, 1000.0), (2500.0, 0.0), (1500.0, 0.0)],\n",
+    "    ]\n",
+    "\n",
+    "    # Set up the wind data information\n",
+    "    wind_directions = np.arange(0, 360.0, 5.0)\n",
+    "    np.random.seed(1)\n",
+    "    wind_speeds = 8.0 + np.random.randn(1) * 0.0\n",
+    "    # Shape frequency distribution to match number of wind directions and wind speeds\n",
+    "    freq = (\n",
+    "        np.abs(\n",
+    "            np.sort(\n",
+    "                np.random.randn(len(wind_directions))\n",
+    "            )\n",
+    "        )\n",
+    "        .reshape( ( len(wind_directions), len(wind_speeds) ) )\n",
+    "    )\n",
+    "    freq = freq / freq.sum()\n",
+    "    # Set wind data in the FlorisModel\n",
+    "    fmodel.set(\n",
+    "        wind_data=WindRose(\n",
+    "            wind_directions=wind_directions,\n",
+    "            wind_speeds=wind_speeds,\n",
+    "            freq_table=freq,\n",
+    "            ti_table=0.06\n",
+    "        )\n",
+    "    )\n",
+    "\n",
+    "    # Begin by placing as many turbines as possible using a gridded layout at 6D spacing\n",
+    "    layout_opt_gridded = LayoutOptimizationGridded(\n",
+    "        fmodel,\n",
+    "        boundaries,\n",
+    "        min_dist_D=6.,\n",
+    "        min_dist=None,\n",
+    "    )\n",
+    "    layout_opt_gridded.optimize()\n",
+    "    print(\"Gridded layout complete.\")\n",
+    "\n",
+    "    # Set the layout on the fmodel\n",
+    "    fmodel.set(layout_x=layout_opt_gridded.x_opt, layout_y=layout_opt_gridded.y_opt)\n",
+    "\n",
+    "    # Update the layout using a random search optimization with 5D minimum spacing\n",
+    "    layout_opt_rs = LayoutOptimizationRandomSearch(\n",
+    "        fmodel,\n",
+    "        boundaries,\n",
+    "        min_dist_D=5.,\n",
+    "        seconds_per_iteration=10,\n",
+    "        total_optimization_seconds=60.,\n",
+    "        use_dist_based_init=False,\n",
+    "    )\n",
+    "    layout_opt_rs.optimize()\n",
+    "\n",
+    "    layout_opt_rs.plot_layout_opt_results(\n",
+    "        initial_locs_plotting_dict={\"label\": \"Gridded initial layout\"},\n",
+    "        final_locs_plotting_dict={\"label\": \"Random search optimized layout\"},\n",
+    "    )\n",
+    "\n",
+    "    plt.show()\n",
+    "import warnings\n",
+    "warnings.filterwarnings('ignore')"
+   ]
+  }
+ ],
+ "metadata": {},
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/_sources/examples/examples_multidim/001_multi_dimensional_cp_ct.ipynb b/_sources/examples/examples_multidim/001_multi_dimensional_cp_ct.ipynb
index a95143382..69a02d7e9 100644
--- a/_sources/examples/examples_multidim/001_multi_dimensional_cp_ct.ipynb
+++ b/_sources/examples/examples_multidim/001_multi_dimensional_cp_ct.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "8a1988da",
+   "id": "8294fa0e",
    "metadata": {},
    "source": [
     "# Example: Multi-dimensional Cp/Ct data"
@@ -11,7 +11,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "f8470fe1",
+   "id": "bb3457d7",
    "metadata": {},
    "outputs": [],
    "source": [
diff --git a/_sources/examples/examples_multidim/002_multi_dimensional_cp_ct_2Hs.ipynb b/_sources/examples/examples_multidim/002_multi_dimensional_cp_ct_2Hs.ipynb
index 894bddc3a..c1df83640 100644
--- a/_sources/examples/examples_multidim/002_multi_dimensional_cp_ct_2Hs.ipynb
+++ b/_sources/examples/examples_multidim/002_multi_dimensional_cp_ct_2Hs.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "677516a6",
+   "id": "8094fe40",
    "metadata": {},
    "source": [
     "# Example: Multi-dimensional Cp/Ct with 2 Hs values"
@@ -11,7 +11,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "b5f307ca",
+   "id": "e77c3346",
    "metadata": {},
    "outputs": [],
    "source": [
diff --git a/_sources/examples/examples_turbine/001_check_turbine.ipynb b/_sources/examples/examples_turbine/001_check_turbine.ipynb
index e9b848987..b30264c94 100644
--- a/_sources/examples/examples_turbine/001_check_turbine.ipynb
+++ b/_sources/examples/examples_turbine/001_check_turbine.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "41ab8639",
+   "id": "839973c0",
    "metadata": {},
    "source": [
     "# Example: Check turbine power curves"
@@ -11,7 +11,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "8cd74032",
+   "id": "85aa853e",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -60,6 +60,7 @@
     "for t in turbines:\n",
     "    # Set t as the turbine\n",
     "    fmodel.set(turbine_type=[t])\n",
+    "    fmodel.reset_operation() # Remove any previously applied yaw angles\n",
     "\n",
     "    # Since we are changing the turbine type, make a matching change to the reference wind height\n",
     "    fmodel.assign_hub_height_to_ref_height()\n",
@@ -97,6 +98,7 @@
     "            wind_directions=wd_array,\n",
     "            turbulence_intensities=turbulence_intensities,\n",
     "        )\n",
+    "        fmodel.reset_operation() # Remove any previously applied yaw angles\n",
     "        fmodel.run()\n",
     "        turbine_powers = fmodel.get_turbine_powers().flatten() / 1e3\n",
     "        if density == 1.225:\n",
diff --git a/_sources/examples/examples_turbine/002_multiple_turbine_types.ipynb b/_sources/examples/examples_turbine/002_multiple_turbine_types.ipynb
index 4054b64a9..2dc5c213d 100644
--- a/_sources/examples/examples_turbine/002_multiple_turbine_types.ipynb
+++ b/_sources/examples/examples_turbine/002_multiple_turbine_types.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "f68e7b81",
+   "id": "19c2f790",
    "metadata": {},
    "source": [
     "# Example: Multiple turbine types"
@@ -11,7 +11,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "8a655e3f",
+   "id": "2ed42816",
    "metadata": {},
    "outputs": [],
    "source": [
diff --git a/_sources/examples/examples_turbine/003_specify_turbine_power_curve.ipynb b/_sources/examples/examples_turbine/003_specify_turbine_power_curve.ipynb
index 1c0e60462..364190d77 100644
--- a/_sources/examples/examples_turbine/003_specify_turbine_power_curve.ipynb
+++ b/_sources/examples/examples_turbine/003_specify_turbine_power_curve.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "cad6dab4",
+   "id": "4cd99996",
    "metadata": {},
    "source": [
     "# Example: Specify turbine power curve"
@@ -11,7 +11,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "3e5ecd95",
+   "id": "5b019b87",
    "metadata": {},
    "outputs": [],
    "source": [
diff --git a/_sources/examples/examples_turbopark/001_compare_turbopark_implementations.ipynb b/_sources/examples/examples_turbopark/001_compare_turbopark_implementations.ipynb
index d7531a45d..4939b6c4f 100644
--- a/_sources/examples/examples_turbopark/001_compare_turbopark_implementations.ipynb
+++ b/_sources/examples/examples_turbopark/001_compare_turbopark_implementations.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "0e2952bb",
+   "id": "6112c07f",
    "metadata": {},
    "source": [
     "# Example: Compare TurbOPark model implementations"
@@ -11,7 +11,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "5b54038a",
+   "id": "1d1ea18a",
    "metadata": {},
    "outputs": [],
    "source": [
diff --git a/_sources/examples/examples_uncertain/001_uncertain_model_params.ipynb b/_sources/examples/examples_uncertain/001_uncertain_model_params.ipynb
index 019a4238d..0a4fdced1 100644
--- a/_sources/examples/examples_uncertain/001_uncertain_model_params.ipynb
+++ b/_sources/examples/examples_uncertain/001_uncertain_model_params.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "dcd674bd",
+   "id": "08174424",
    "metadata": {},
    "source": [
     "# Example: Uncertain Model Parameters"
@@ -11,7 +11,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "5dea5204",
+   "id": "e08c40d6",
    "metadata": {},
    "outputs": [],
    "source": [
diff --git a/_sources/examples/examples_uncertain/002_approx_floris_model.ipynb b/_sources/examples/examples_uncertain/002_approx_floris_model.ipynb
index b3830df91..7ff92c8db 100644
--- a/_sources/examples/examples_uncertain/002_approx_floris_model.ipynb
+++ b/_sources/examples/examples_uncertain/002_approx_floris_model.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "18a15e5a",
+   "id": "72376c48",
    "metadata": {},
    "source": [
     "# Example: Approximate Model Parameters"
@@ -11,7 +11,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "eb42f4ac",
+   "id": "64a17fbf",
    "metadata": {},
    "outputs": [],
    "source": [
diff --git a/_sources/examples/examples_visualizations/001_layout_visualizations.ipynb b/_sources/examples/examples_visualizations/001_layout_visualizations.ipynb
index 35171357b..51e8e7e81 100644
--- a/_sources/examples/examples_visualizations/001_layout_visualizations.ipynb
+++ b/_sources/examples/examples_visualizations/001_layout_visualizations.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "a5d42f94",
+   "id": "07eacbfd",
    "metadata": {},
    "source": [
     "# Example: Layout Visualizations"
@@ -11,7 +11,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "cc00c26e",
+   "id": "8eb896d9",
    "metadata": {},
    "outputs": [],
    "source": [
diff --git a/_sources/examples/examples_visualizations/002_visualize_y_cut_plane.ipynb b/_sources/examples/examples_visualizations/002_visualize_y_cut_plane.ipynb
index 4559ea480..9d5ac394b 100644
--- a/_sources/examples/examples_visualizations/002_visualize_y_cut_plane.ipynb
+++ b/_sources/examples/examples_visualizations/002_visualize_y_cut_plane.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "a3ec2837",
+   "id": "52913382",
    "metadata": {},
    "source": [
     "# Example: Visualize y cut plane"
@@ -11,7 +11,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "d69cf38f",
+   "id": "fe45b731",
    "metadata": {},
    "outputs": [],
    "source": [
diff --git a/_sources/examples/examples_visualizations/003_visualize_cross_plane.ipynb b/_sources/examples/examples_visualizations/003_visualize_cross_plane.ipynb
index 76234a74a..c7aafba4a 100644
--- a/_sources/examples/examples_visualizations/003_visualize_cross_plane.ipynb
+++ b/_sources/examples/examples_visualizations/003_visualize_cross_plane.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "edc9c41b",
+   "id": "366b9806",
    "metadata": {},
    "source": [
     "# Example: Visualize cross plane"
@@ -11,7 +11,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "d1ece23a",
+   "id": "565b75d1",
    "metadata": {},
    "outputs": [],
    "source": [
diff --git a/_sources/examples/examples_visualizations/004_visualize_rotor_values.ipynb b/_sources/examples/examples_visualizations/004_visualize_rotor_values.ipynb
index d97c02073..be3b0afc6 100644
--- a/_sources/examples/examples_visualizations/004_visualize_rotor_values.ipynb
+++ b/_sources/examples/examples_visualizations/004_visualize_rotor_values.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "4b181049",
+   "id": "02553a4a",
    "metadata": {},
    "source": [
     "# Example: Visualize rotor velocities"
@@ -11,7 +11,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "48bff418",
+   "id": "8eec731f",
    "metadata": {},
    "outputs": [],
    "source": [
diff --git a/_sources/examples/examples_visualizations/005_visualize_flow_by_sweeping_turbines.ipynb b/_sources/examples/examples_visualizations/005_visualize_flow_by_sweeping_turbines.ipynb
index 1a3c94ce1..b3f683cd3 100644
--- a/_sources/examples/examples_visualizations/005_visualize_flow_by_sweeping_turbines.ipynb
+++ b/_sources/examples/examples_visualizations/005_visualize_flow_by_sweeping_turbines.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "fdd3c77b",
+   "id": "05ba214a",
    "metadata": {},
    "source": [
     "# Example: Visualize flow by sweeping turbines"
@@ -11,7 +11,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "a8919544",
+   "id": "ec93b7f1",
    "metadata": {},
    "outputs": [],
    "source": [
diff --git a/_sources/examples/examples_wind_data/001_wind_data_comparisons.ipynb b/_sources/examples/examples_wind_data/001_wind_data_comparisons.ipynb
index 434f3503a..2b00a7e47 100644
--- a/_sources/examples/examples_wind_data/001_wind_data_comparisons.ipynb
+++ b/_sources/examples/examples_wind_data/001_wind_data_comparisons.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "3ff03bec",
+   "id": "daafa8db",
    "metadata": {},
    "source": [
     "# Example: Wind Data Comparisons"
@@ -11,7 +11,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "e2657eb5",
+   "id": "acc1dac3",
    "metadata": {},
    "outputs": [],
    "source": [
diff --git a/_sources/examples/examples_wind_data/002_generate_ti.ipynb b/_sources/examples/examples_wind_data/002_generate_ti.ipynb
index 3bf46af46..e02acb9bb 100644
--- a/_sources/examples/examples_wind_data/002_generate_ti.ipynb
+++ b/_sources/examples/examples_wind_data/002_generate_ti.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "82ebc78d",
+   "id": "3dc405b4",
    "metadata": {},
    "source": [
     "# Example: Generate TI"
@@ -11,7 +11,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "246f277e",
+   "id": "de88660e",
    "metadata": {},
    "outputs": [],
    "source": [
diff --git a/_sources/examples/examples_wind_data/003_generate_value.ipynb b/_sources/examples/examples_wind_data/003_generate_value.ipynb
index d058deb1d..ef752dd4c 100644
--- a/_sources/examples/examples_wind_data/003_generate_value.ipynb
+++ b/_sources/examples/examples_wind_data/003_generate_value.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "444fb437",
+   "id": "35e862e5",
    "metadata": {},
    "source": [
     "# Example: Generate value"
@@ -11,7 +11,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "291eee15",
+   "id": "78a3c96e",
    "metadata": {},
    "outputs": [],
    "source": [
diff --git a/_sources/examples/examples_wind_resource_grid/000_generate_example_wrg.ipynb b/_sources/examples/examples_wind_resource_grid/000_generate_example_wrg.ipynb
index df78e937b..4fd7915b1 100644
--- a/_sources/examples/examples_wind_resource_grid/000_generate_example_wrg.ipynb
+++ b/_sources/examples/examples_wind_resource_grid/000_generate_example_wrg.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "4a4b4672",
+   "id": "f4f48414",
    "metadata": {},
    "source": [
     "# Example: Generate Example WRG File"
@@ -11,7 +11,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "00ec8cf1",
+   "id": "08a16fa8",
    "metadata": {},
    "outputs": [],
    "source": [
diff --git a/_sources/examples/examples_wind_resource_grid/001_wind_rose_wrg.ipynb b/_sources/examples/examples_wind_resource_grid/001_wind_rose_wrg.ipynb
index f7062b57b..28da1a467 100644
--- a/_sources/examples/examples_wind_resource_grid/001_wind_rose_wrg.ipynb
+++ b/_sources/examples/examples_wind_resource_grid/001_wind_rose_wrg.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "d1b3a364",
+   "id": "df1ed6ae",
    "metadata": {},
    "source": [
     "# Example: WindRoseWRG"
@@ -11,7 +11,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "f7588601",
+   "id": "5f1e0a3d",
    "metadata": {},
    "outputs": [],
    "source": [
diff --git a/_sources/examples/examples_wind_resource_grid/002_set_floris_with_wrg.ipynb b/_sources/examples/examples_wind_resource_grid/002_set_floris_with_wrg.ipynb
index 72979ee11..9704e7175 100644
--- a/_sources/examples/examples_wind_resource_grid/002_set_floris_with_wrg.ipynb
+++ b/_sources/examples/examples_wind_resource_grid/002_set_floris_with_wrg.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "826386de",
+   "id": "ad3ccc26",
    "metadata": {},
    "source": [
     "# Example: Setting FLORIS with WindRoseWRG"
@@ -11,7 +11,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "4fa1ed94",
+   "id": "19d11b10",
    "metadata": {},
    "outputs": [],
    "source": [
diff --git a/_sources/examples/examples_wind_resource_grid/003_wrg_compar_layout_optimization.ipynb b/_sources/examples/examples_wind_resource_grid/003_wrg_compar_layout_optimization.ipynb
index 250e14f5f..d79205984 100644
--- a/_sources/examples/examples_wind_resource_grid/003_wrg_compar_layout_optimization.ipynb
+++ b/_sources/examples/examples_wind_resource_grid/003_wrg_compar_layout_optimization.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "1f500b4a",
+   "id": "cd4bdd2b",
    "metadata": {},
    "source": [
     "# Example: Layout optimization with WindRoseWRG comparison"
@@ -11,7 +11,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "57ae4406",
+   "id": "6d91874b",
    "metadata": {},
    "outputs": [],
    "source": [
diff --git a/_sources/layout_optimization.md b/_sources/layout_optimization.md
index aa835fdee..f249ae9b1 100644
--- a/_sources/layout_optimization.md
+++ b/_sources/layout_optimization.md
@@ -79,3 +79,27 @@ shading indicating wind speed heterogeneity (lighter shade is lower wind speed,
 higher wind speed). The progress of each of the genetic individuals in the optimization process is
 shown in the right-hand plot.
 ![](plot_complex_docs.png)
+
+## Gridded layout optimization
+The `LayoutOptimizationGridded` class allows users to quickly find a layout that fits the most
+turbines possible into the specified boundary area, given that the turbines are arranged in a
+gridded layout.
+To do so, a range of different rotations and translations of a generic gridded arrangement are
+tried, and the one that fits the most turbines into the boundary area is selected. No AEP
+evaluations are performed; rather, the cost function $f$ to be maximized is simply $N$, the number
+of turbines, and there is an additional constraint that the turbines are arranged in a gridded
+fashion. Note that in other layout optimizers, $N$ is fixed.
+
+We envisage that this will be useful for users that want to quickly generate a layout to
+"fill" a boundary region in a gridded manner. By default, the gridded arrangement is a square grid
+with spacing of `min_dist` (or `min_dist_D`); however, instantiating with the `hexagonal_packing`
+keyword argument set to `True` will provide a grid that offsets the rows to enable tighter packing
+of turbines while still satisfying the `min_dist`.
+
+As with the `LayoutOptimizationRandomSearch` class, the boundaries specified can be complex (and
+may contain separate areas).
+User settings include `rotation_step`, which specifies the step size for rotating the grid
+(in degrees); `rotation_range`, which specifies the range of rotation angles; `translation_step` or
+`translation_step_D`, which specifies the step size for translating the grid in meters or rotor
+diameters, respectively; and `translation_range`, which specifies the range of possible
+translations. All come with default values, which we expect to be suitable for many or most users.
diff --git a/advanced_concepts.html b/advanced_concepts.html
index 03f10e968..9c223d2c4 100644
--- a/advanced_concepts.html
+++ b/advanced_concepts.html
@@ -239,6 +239,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -373,6 +374,8 @@
 <li class="toctree-l1"><a class="reference internal" href="examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/api_docs.html b/api_docs.html
index e74e4990e..3f1741c26 100644
--- a/api_docs.html
+++ b/api_docs.html
@@ -239,6 +239,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -373,6 +374,8 @@
 <li class="toctree-l1"><a class="reference internal" href="examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/architecture.html b/architecture.html
index 611ae8927..cf9601b43 100644
--- a/architecture.html
+++ b/architecture.html
@@ -241,6 +241,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -375,6 +376,8 @@
 <li class="toctree-l1"><a class="reference internal" href="examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/bibliography.html b/bibliography.html
index e752738e2..d4c069217 100644
--- a/bibliography.html
+++ b/bibliography.html
@@ -239,6 +239,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -373,6 +374,8 @@
 <li class="toctree-l1"><a class="reference internal" href="examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/code_quality.html b/code_quality.html
index 2de5663dd..d8068bbc7 100644
--- a/code_quality.html
+++ b/code_quality.html
@@ -239,6 +239,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -373,6 +374,8 @@
 <li class="toctree-l1"><a class="reference internal" href="examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/dev_guide.html b/dev_guide.html
index 5a8e2350a..65744c276 100644
--- a/dev_guide.html
+++ b/dev_guide.html
@@ -241,6 +241,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -375,6 +376,8 @@
 <li class="toctree-l1"><a class="reference internal" href="examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/empirical_gauss_model.html b/empirical_gauss_model.html
index c0a563859..549a2c8ef 100644
--- a/empirical_gauss_model.html
+++ b/empirical_gauss_model.html
@@ -241,6 +241,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -375,6 +376,8 @@
 <li class="toctree-l1"><a class="reference internal" href="examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/examples/001_opening_floris_computing_power.html b/examples/001_opening_floris_computing_power.html
index 34f725e18..4e7c0ddf0 100644
--- a/examples/001_opening_floris_computing_power.html
+++ b/examples/001_opening_floris_computing_power.html
@@ -239,6 +239,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="../_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="../_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -373,6 +374,8 @@
 <li class="toctree-l1"><a class="reference internal" href="examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/examples/002_visualizations.html b/examples/002_visualizations.html
index e0cc41fec..eee7e5012 100644
--- a/examples/002_visualizations.html
+++ b/examples/002_visualizations.html
@@ -239,6 +239,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="../_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="../_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -373,6 +374,8 @@
 <li class="toctree-l1"><a class="reference internal" href="examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/examples/003_wind_data_objects.html b/examples/003_wind_data_objects.html
index e796489e3..fd927fc5d 100644
--- a/examples/003_wind_data_objects.html
+++ b/examples/003_wind_data_objects.html
@@ -239,6 +239,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="../_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="../_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -373,6 +374,8 @@
 <li class="toctree-l1"><a class="reference internal" href="examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
@@ -898,8 +901,8 @@ <h1>Example 3: Wind Data Objects<a class="headerlink" href="#example-3-wind-data
 Number of conditions to simulate with compute_zero_freq_occurrence = True: 4
 </pre></div>
 </div>
-<img alt="../_images/10796380d0611efc349d17a0a6bc8db76f51cfda39d4c080e0af81e0b0856329.png" src="../_images/10796380d0611efc349d17a0a6bc8db76f51cfda39d4c080e0af81e0b0856329.png" />
-<img alt="../_images/29b091461164159f2d8b6fbf0e496fbb3eadcd73ca32ed354b6eb32175a69a53.png" src="../_images/29b091461164159f2d8b6fbf0e496fbb3eadcd73ca32ed354b6eb32175a69a53.png" />
+<img alt="../_images/8c211e31247cf825c9c256ac425d2509e1250fd16ca85cf10fcf19b03fb553d9.png" src="../_images/8c211e31247cf825c9c256ac425d2509e1250fd16ca85cf10fcf19b03fb553d9.png" />
+<img alt="../_images/a69b9f0428cf68a86d0aaa6480b11fd7994c4c30e4d29a235aaa4887c41d21a2.png" src="../_images/a69b9f0428cf68a86d0aaa6480b11fd7994c4c30e4d29a235aaa4887c41d21a2.png" />
 <img alt="../_images/c11a1578f6dee06579c2656dad739583b356413a402d47c8c5afdaecdcb85c0a.png" src="../_images/c11a1578f6dee06579c2656dad739583b356413a402d47c8c5afdaecdcb85c0a.png" />
 <img alt="../_images/802511d7112699d56bde1ff337a881d6c7cc9f7a38945e6af9da4b57171ec852.png" src="../_images/802511d7112699d56bde1ff337a881d6c7cc9f7a38945e6af9da4b57171ec852.png" />
 </div>
diff --git a/examples/004_set.html b/examples/004_set.html
index af242333e..f14d1ab18 100644
--- a/examples/004_set.html
+++ b/examples/004_set.html
@@ -239,6 +239,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="../_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="../_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -373,6 +374,8 @@
 <li class="toctree-l1"><a class="reference internal" href="examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/examples/005_getting_power.html b/examples/005_getting_power.html
index 6ee2ba870..43a94267b 100644
--- a/examples/005_getting_power.html
+++ b/examples/005_getting_power.html
@@ -239,6 +239,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="../_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="../_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -373,6 +374,8 @@
 <li class="toctree-l1"><a class="reference internal" href="examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/examples/006_get_farm_aep.html b/examples/006_get_farm_aep.html
index 3957b189e..7a8b02b4b 100644
--- a/examples/006_get_farm_aep.html
+++ b/examples/006_get_farm_aep.html
@@ -239,6 +239,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="../_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="../_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -373,6 +374,8 @@
 <li class="toctree-l1"><a class="reference internal" href="examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
@@ -754,10 +757,8 @@ <h1>Example 6: Getting Expected Power and AEP<a class="headerlink" href="#exampl
   sigma_z0 = rotor_diameter_i * 0.5 * np.sqrt(uR / (u_initial + u0))
 </pre></div>
 </div>
-<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>AEP from time series: 106372795761.06738, and re-computed AEP: 106372795761.06738
-</pre></div>
-</div>
-<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>Total number of wind direction and wind speed combination: 1872
+<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>AEP from time series: 106974859048.93272, and re-computed AEP: 106974859048.93272
+Total number of wind direction and wind speed combination: 1872
 Number of 0 frequency bins: 545
 n_findex: 1327
 AEP from wind rose: 59.076 (GWh)
diff --git a/examples/007_sweeping_variables.html b/examples/007_sweeping_variables.html
index 3bb0ae41c..22cab8959 100644
--- a/examples/007_sweeping_variables.html
+++ b/examples/007_sweeping_variables.html
@@ -239,6 +239,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="../_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="../_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -373,6 +374,8 @@
 <li class="toctree-l1"><a class="reference internal" href="examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/examples/008_uncertain_models.html b/examples/008_uncertain_models.html
index 3d50ed1e5..5441df85c 100644
--- a/examples/008_uncertain_models.html
+++ b/examples/008_uncertain_models.html
@@ -239,6 +239,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="../_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="../_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -373,6 +374,8 @@
 <li class="toctree-l1"><a class="reference internal" href="examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/examples/009_compare_farm_power_with_neighbor.html b/examples/009_compare_farm_power_with_neighbor.html
index 42623d71a..400098610 100644
--- a/examples/009_compare_farm_power_with_neighbor.html
+++ b/examples/009_compare_farm_power_with_neighbor.html
@@ -239,6 +239,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="../_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="../_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -373,6 +374,8 @@
 <li class="toctree-l1"><a class="reference internal" href="examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/examples/examples_control_optimization/001_opt_yaw_single_ws.html b/examples/examples_control_optimization/001_opt_yaw_single_ws.html
index bfc88445d..7ed4fb92c 100644
--- a/examples/examples_control_optimization/001_opt_yaw_single_ws.html
+++ b/examples/examples_control_optimization/001_opt_yaw_single_ws.html
@@ -239,6 +239,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -373,6 +374,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
@@ -709,13 +712,11 @@ <h1>Example: Optimize yaw for a single wind speed and multiple wind directions<a
 </div>
 <div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>[Serial Refine] Processing pass=0, turbine_depth=2 (33.3%)
 [Serial Refine] Processing pass=1, turbine_depth=0 (50.0%)
+[Serial Refine] Processing pass=1, turbine_depth=1 (66.7%)
 </pre></div>
 </div>
-<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>[Serial Refine] Processing pass=1, turbine_depth=1 (66.7%)
-[Serial Refine] Processing pass=1, turbine_depth=2 (83.3%)
-</pre></div>
-</div>
-<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>Optimization results:
+<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>[Serial Refine] Processing pass=1, turbine_depth=2 (83.3%)
+Optimization results:
      wind_direction  wind_speed  turbulence_intensity   yaw_angles_opt  \
 0               0.0         8.0                  0.06  [0.0, 0.0, 0.0]   
 1               3.0         8.0                  0.06  [0.0, 0.0, 0.0]   
diff --git a/examples/examples_control_optimization/002_opt_yaw_single_ws_uncertain.html b/examples/examples_control_optimization/002_opt_yaw_single_ws_uncertain.html
index be447c32a..c96d7ccb0 100644
--- a/examples/examples_control_optimization/002_opt_yaw_single_ws_uncertain.html
+++ b/examples/examples_control_optimization/002_opt_yaw_single_ws_uncertain.html
@@ -239,6 +239,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -373,6 +374,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
@@ -751,27 +754,21 @@ <h1>Example: Optimize yaw for a single wind speed and multiple wind directions.<
 </div>
 <div class="cell_output docutils container">
 <div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>++++++++++CERTAIN++++++++++++
+[Serial Refine] Processing pass=0, turbine_depth=0 (0.0%)
 </pre></div>
 </div>
-<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>[Serial Refine] Processing pass=0, turbine_depth=0 (0.0%)
-[Serial Refine] Processing pass=0, turbine_depth=1 (16.7%)
-</pre></div>
-</div>
-<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>[Serial Refine] Processing pass=0, turbine_depth=2 (33.3%)
+<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>[Serial Refine] Processing pass=0, turbine_depth=1 (16.7%)
+[Serial Refine] Processing pass=0, turbine_depth=2 (33.3%)
 [Serial Refine] Processing pass=1, turbine_depth=0 (50.0%)
 </pre></div>
 </div>
 <div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>[Serial Refine] Processing pass=1, turbine_depth=1 (66.7%)
 [Serial Refine] Processing pass=1, turbine_depth=2 (83.3%)
-</pre></div>
-</div>
-<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>++++++++++UNCERTAIN++++++++++++
+++++++++++UNCERTAIN++++++++++++
 </pre></div>
 </div>
 <div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>[Serial Refine] Processing pass=0, turbine_depth=0 (0.0%)
-</pre></div>
-</div>
-<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>[Serial Refine] Processing pass=0, turbine_depth=1 (16.7%)
+[Serial Refine] Processing pass=0, turbine_depth=1 (16.7%)
 </pre></div>
 </div>
 <div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>[Serial Refine] Processing pass=0, turbine_depth=2 (33.3%)
diff --git a/examples/examples_control_optimization/003_opt_yaw_multiple_ws.html b/examples/examples_control_optimization/003_opt_yaw_multiple_ws.html
index c5991fc9b..d57ea25dd 100644
--- a/examples/examples_control_optimization/003_opt_yaw_multiple_ws.html
+++ b/examples/examples_control_optimization/003_opt_yaw_multiple_ws.html
@@ -239,6 +239,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -373,6 +374,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/examples/examples_control_optimization/004_optimize_yaw_aep.html b/examples/examples_control_optimization/004_optimize_yaw_aep.html
index 0b4591a58..f0e61bc1f 100644
--- a/examples/examples_control_optimization/004_optimize_yaw_aep.html
+++ b/examples/examples_control_optimization/004_optimize_yaw_aep.html
@@ -239,6 +239,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -373,6 +374,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
@@ -804,13 +807,11 @@ <h1>Example: Optimize yaw and compare AEP<a class="headerlink" href="#example-op
 </div>
 <div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>[Serial Refine] Processing pass=1, turbine_depth=0 (50.0%)
 [Serial Refine] Processing pass=1, turbine_depth=1 (62.5%)
+[Serial Refine] Processing pass=1, turbine_depth=2 (75.0%)
 </pre></div>
 </div>
-<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>[Serial Refine] Processing pass=1, turbine_depth=2 (75.0%)
-[Serial Refine] Processing pass=1, turbine_depth=3 (87.5%)
-</pre></div>
-</div>
-<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>Optimization finished in 1.57 seconds.
+<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>[Serial Refine] Processing pass=1, turbine_depth=3 (87.5%)
+Optimization finished in 1.04 seconds.
 </pre></div>
 </div>
 <div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/home/runner/work/floris/floris/floris/core/wake_deflection/gauss.py:328: RuntimeWarning: invalid value encountered in divide
diff --git a/examples/examples_control_optimization/005_optimize_yaw_aep_parallel.html b/examples/examples_control_optimization/005_optimize_yaw_aep_parallel.html
index a91497579..851fb24e1 100644
--- a/examples/examples_control_optimization/005_optimize_yaw_aep_parallel.html
+++ b/examples/examples_control_optimization/005_optimize_yaw_aep_parallel.html
@@ -239,6 +239,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -373,6 +374,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
@@ -791,11 +794,11 @@ <h1>Example: Optimize yaw and compare AEP in parallel<a class="headerlink" href=
 </pre></div>
 </div>
 <div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>===============================================================================
-Total time spent for parallel calculation (16 workers): 10.867 s
+Total time spent for parallel calculation (16 workers): 5.851 s
   Time spent in parallel preprocessing: 0.003 s
-  Time spent in parallel loop execution: 10.860 s.
+  Time spent in parallel loop execution: 5.845 s.
   Time spent in parallel postprocessing: 0.003 s
-Optimization finished in 10.87 seconds.
+Optimization finished in 5.85 seconds.
 </pre></div>
 </div>
 <div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/home/runner/work/floris/floris/floris/core/wake_deflection/gauss.py:328: RuntimeWarning: invalid value encountered in divide
@@ -810,6 +813,14 @@ <h1>Example: Optimize yaw and compare AEP in parallel<a class="headerlink" href=
   val = 2 * (avg_v - v_core) / (v_top + v_bottom)
 </pre></div>
 </div>
+<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/home/runner/work/floris/floris/floris/core/wake_deflection/gauss.py:163: RuntimeWarning: invalid value encountered in divide
+  C0 = 1 - u0 / freestream_velocity
+</pre></div>
+</div>
+<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/home/runner/work/floris/floris/floris/core/wake_velocity/gauss.py:80: RuntimeWarning: invalid value encountered in divide
+  sigma_z0 = rotor_diameter_i * 0.5 * np.sqrt(uR / (u_initial + u0))
+</pre></div>
+</div>
 <div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/home/runner/work/floris/floris/floris/core/wake_deflection/gauss.py:328: RuntimeWarning: invalid value encountered in divide
   val = 2 * (avg_v - v_core) / (v_top + v_bottom)
 </pre></div>
@@ -818,6 +829,10 @@ <h1>Example: Optimize yaw and compare AEP in parallel<a class="headerlink" href=
   C0 = 1 - u0 / freestream_velocity
 </pre></div>
 </div>
+<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/home/runner/work/floris/floris/floris/core/wake_deflection/gauss.py:328: RuntimeWarning: invalid value encountered in divide
+  val = 2 * (avg_v - v_core) / (v_top + v_bottom)
+</pre></div>
+</div>
 <div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/home/runner/work/floris/floris/floris/core/wake_velocity/gauss.py:80: RuntimeWarning: invalid value encountered in divide
   sigma_z0 = rotor_diameter_i * 0.5 * np.sqrt(uR / (u_initial + u0))
 </pre></div>
@@ -830,6 +845,10 @@ <h1>Example: Optimize yaw and compare AEP in parallel<a class="headerlink" href=
   val = 2 * (avg_v - v_core) / (v_top + v_bottom)
 </pre></div>
 </div>
+<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/home/runner/work/floris/floris/floris/core/wake_deflection/gauss.py:163: RuntimeWarning: invalid value encountered in divide
+  C0 = 1 - u0 / freestream_velocity
+</pre></div>
+</div>
 <div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/home/runner/work/floris/floris/floris/core/wake_deflection/gauss.py:328: RuntimeWarning: invalid value encountered in divide
   val = 2 * (avg_v - v_core) / (v_top + v_bottom)
 </pre></div>
@@ -842,16 +861,28 @@ <h1>Example: Optimize yaw and compare AEP in parallel<a class="headerlink" href=
   C0 = 1 - u0 / freestream_velocity
 </pre></div>
 </div>
+<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/home/runner/work/floris/floris/floris/core/wake_velocity/gauss.py:80: RuntimeWarning: invalid value encountered in divide
+  sigma_z0 = rotor_diameter_i * 0.5 * np.sqrt(uR / (u_initial + u0))
+</pre></div>
+</div>
 <div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/home/runner/work/floris/floris/floris/core/wake_deflection/gauss.py:163: RuntimeWarning: invalid value encountered in divide
   C0 = 1 - u0 / freestream_velocity
 </pre></div>
 </div>
+<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/home/runner/work/floris/floris/floris/core/wake_deflection/gauss.py:328: RuntimeWarning: invalid value encountered in divide
+  val = 2 * (avg_v - v_core) / (v_top + v_bottom)
+</pre></div>
+</div>
+<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/home/runner/work/floris/floris/floris/core/wake_deflection/gauss.py:498: RuntimeWarning: invalid value encountered in divide
+  I_total = np.sqrt((2 / 3) * k_total) / average_u_i
+</pre></div>
+</div>
 <div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/home/runner/work/floris/floris/floris/core/wake_velocity/gauss.py:80: RuntimeWarning: invalid value encountered in divide
   sigma_z0 = rotor_diameter_i * 0.5 * np.sqrt(uR / (u_initial + u0))
 </pre></div>
 </div>
-<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/home/runner/work/floris/floris/floris/core/wake_deflection/gauss.py:163: RuntimeWarning: invalid value encountered in divide
-  C0 = 1 - u0 / freestream_velocity
+<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/home/runner/work/floris/floris/floris/core/wake_velocity/gauss.py:80: RuntimeWarning: invalid value encountered in divide
+  sigma_z0 = rotor_diameter_i * 0.5 * np.sqrt(uR / (u_initial + u0))
 </pre></div>
 </div>
 <div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/home/runner/work/floris/floris/floris/core/wake_velocity/gauss.py:80: RuntimeWarning: invalid value encountered in divide
@@ -862,6 +893,10 @@ <h1>Example: Optimize yaw and compare AEP in parallel<a class="headerlink" href=
   sigma_z0 = rotor_diameter_i * 0.5 * np.sqrt(uR / (u_initial + u0))
 </pre></div>
 </div>
+<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/home/runner/work/floris/floris/floris/core/wake_deflection/gauss.py:163: RuntimeWarning: invalid value encountered in divide
+  C0 = 1 - u0 / freestream_velocity
+</pre></div>
+</div>
 <div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/home/runner/work/floris/floris/floris/core/wake_deflection/gauss.py:328: RuntimeWarning: invalid value encountered in divide
   val = 2 * (avg_v - v_core) / (v_top + v_bottom)
 </pre></div>
@@ -874,6 +909,10 @@ <h1>Example: Optimize yaw and compare AEP in parallel<a class="headerlink" href=
   val = 2 * (avg_v - v_core) / (v_top + v_bottom)
 </pre></div>
 </div>
+<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/home/runner/work/floris/floris/floris/core/wake_deflection/gauss.py:163: RuntimeWarning: invalid value encountered in divide
+  C0 = 1 - u0 / freestream_velocity
+</pre></div>
+</div>
 <div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/home/runner/work/floris/floris/floris/core/wake_deflection/gauss.py:328: RuntimeWarning: invalid value encountered in divide
   val = 2 * (avg_v - v_core) / (v_top + v_bottom)
 </pre></div>
@@ -882,6 +921,14 @@ <h1>Example: Optimize yaw and compare AEP in parallel<a class="headerlink" href=
   C0 = 1 - u0 / freestream_velocity
 </pre></div>
 </div>
+<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/home/runner/work/floris/floris/floris/core/wake_deflection/gauss.py:328: RuntimeWarning: invalid value encountered in divide
+  val = 2 * (avg_v - v_core) / (v_top + v_bottom)
+</pre></div>
+</div>
+<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/home/runner/work/floris/floris/floris/core/wake_velocity/gauss.py:80: RuntimeWarning: invalid value encountered in divide
+  sigma_z0 = rotor_diameter_i * 0.5 * np.sqrt(uR / (u_initial + u0))
+</pre></div>
+</div>
 <div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/home/runner/work/floris/floris/floris/core/wake_velocity/gauss.py:80: RuntimeWarning: invalid value encountered in divide
   sigma_z0 = rotor_diameter_i * 0.5 * np.sqrt(uR / (u_initial + u0))
 </pre></div>
@@ -894,6 +941,10 @@ <h1>Example: Optimize yaw and compare AEP in parallel<a class="headerlink" href=
   val = 2 * (avg_v - v_core) / (v_top + v_bottom)
 </pre></div>
 </div>
+<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/home/runner/work/floris/floris/floris/core/wake_deflection/gauss.py:328: RuntimeWarning: invalid value encountered in divide
+  val = 2 * (avg_v - v_core) / (v_top + v_bottom)
+</pre></div>
+</div>
 <div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/home/runner/work/floris/floris/floris/core/wake_deflection/gauss.py:163: RuntimeWarning: invalid value encountered in divide
   C0 = 1 - u0 / freestream_velocity
 </pre></div>
@@ -906,10 +957,6 @@ <h1>Example: Optimize yaw and compare AEP in parallel<a class="headerlink" href=
   val = 2 * (avg_v - v_core) / (v_top + v_bottom)
 </pre></div>
 </div>
-<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/home/runner/work/floris/floris/floris/core/wake_deflection/gauss.py:498: RuntimeWarning: invalid value encountered in divide
-  I_total = np.sqrt((2 / 3) * k_total) / average_u_i
-</pre></div>
-</div>
 <div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/home/runner/work/floris/floris/floris/core/wake_deflection/gauss.py:163: RuntimeWarning: invalid value encountered in divide
   C0 = 1 - u0 / freestream_velocity
 </pre></div>
@@ -918,14 +965,6 @@ <h1>Example: Optimize yaw and compare AEP in parallel<a class="headerlink" href=
   C0 = 1 - u0 / freestream_velocity
 </pre></div>
 </div>
-<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/home/runner/work/floris/floris/floris/core/wake_deflection/gauss.py:328: RuntimeWarning: invalid value encountered in divide
-  val = 2 * (avg_v - v_core) / (v_top + v_bottom)
-</pre></div>
-</div>
-<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/home/runner/work/floris/floris/floris/core/wake_velocity/gauss.py:80: RuntimeWarning: invalid value encountered in divide
-  sigma_z0 = rotor_diameter_i * 0.5 * np.sqrt(uR / (u_initial + u0))
-</pre></div>
-</div>
 <div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/home/runner/work/floris/floris/floris/core/wake_deflection/gauss.py:163: RuntimeWarning: invalid value encountered in divide
   C0 = 1 - u0 / freestream_velocity
 </pre></div>
@@ -938,14 +977,6 @@ <h1>Example: Optimize yaw and compare AEP in parallel<a class="headerlink" href=
   sigma_z0 = rotor_diameter_i * 0.5 * np.sqrt(uR / (u_initial + u0))
 </pre></div>
 </div>
-<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/home/runner/work/floris/floris/floris/core/wake_deflection/gauss.py:328: RuntimeWarning: invalid value encountered in divide
-  val = 2 * (avg_v - v_core) / (v_top + v_bottom)
-</pre></div>
-</div>
-<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/home/runner/work/floris/floris/floris/core/wake_deflection/gauss.py:328: RuntimeWarning: invalid value encountered in divide
-  val = 2 * (avg_v - v_core) / (v_top + v_bottom)
-</pre></div>
-</div>
 <div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/home/runner/work/floris/floris/floris/core/wake_velocity/gauss.py:80: RuntimeWarning: invalid value encountered in divide
   sigma_z0 = rotor_diameter_i * 0.5 * np.sqrt(uR / (u_initial + u0))
 </pre></div>
@@ -958,26 +989,25 @@ <h1>Example: Optimize yaw and compare AEP in parallel<a class="headerlink" href=
   sigma_z0 = rotor_diameter_i * 0.5 * np.sqrt(uR / (u_initial + u0))
 </pre></div>
 </div>
-<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/home/runner/work/floris/floris/floris/core/wake_deflection/gauss.py:163: RuntimeWarning: invalid value encountered in divide
-  C0 = 1 - u0 / freestream_velocity
+<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/home/runner/work/floris/floris/floris/core/wake_velocity/gauss.py:80: RuntimeWarning: invalid value encountered in divide
+  sigma_z0 = rotor_diameter_i * 0.5 * np.sqrt(uR / (u_initial + u0))
 </pre></div>
 </div>
 <div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/home/runner/work/floris/floris/floris/core/wake_velocity/gauss.py:80: RuntimeWarning: invalid value encountered in divide
   sigma_z0 = rotor_diameter_i * 0.5 * np.sqrt(uR / (u_initial + u0))
 </pre></div>
 </div>
-<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/home/runner/work/floris/floris/floris/core/wake_deflection/gauss.py:163: RuntimeWarning: invalid value encountered in divide
-  C0 = 1 - u0 / freestream_velocity
+<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>===============================================================================
+Total time spent for parallel calculation (16 workers): 1.415 s
+  Time spent in parallel preprocessing: 0.027 s
+  Time spent in parallel loop execution: 1.388 s.
+  Time spent in parallel postprocessing: 0.000 s
 </pre></div>
 </div>
 <div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/home/runner/work/floris/floris/floris/core/wake_deflection/gauss.py:328: RuntimeWarning: invalid value encountered in divide
   val = 2 * (avg_v - v_core) / (v_top + v_bottom)
 </pre></div>
 </div>
-<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/home/runner/work/floris/floris/floris/core/wake_velocity/gauss.py:80: RuntimeWarning: invalid value encountered in divide
-  sigma_z0 = rotor_diameter_i * 0.5 * np.sqrt(uR / (u_initial + u0))
-</pre></div>
-</div>
 <div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/home/runner/work/floris/floris/floris/core/wake_deflection/gauss.py:163: RuntimeWarning: invalid value encountered in divide
   C0 = 1 - u0 / freestream_velocity
 </pre></div>
@@ -986,21 +1016,6 @@ <h1>Example: Optimize yaw and compare AEP in parallel<a class="headerlink" href=
   sigma_z0 = rotor_diameter_i * 0.5 * np.sqrt(uR / (u_initial + u0))
 </pre></div>
 </div>
-<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/home/runner/work/floris/floris/floris/core/wake_velocity/gauss.py:80: RuntimeWarning: invalid value encountered in divide
-  sigma_z0 = rotor_diameter_i * 0.5 * np.sqrt(uR / (u_initial + u0))
-</pre></div>
-</div>
-<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/home/runner/work/floris/floris/floris/core/wake_velocity/gauss.py:80: RuntimeWarning: invalid value encountered in divide
-  sigma_z0 = rotor_diameter_i * 0.5 * np.sqrt(uR / (u_initial + u0))
-</pre></div>
-</div>
-<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>===============================================================================
-Total time spent for parallel calculation (16 workers): 2.270 s
-  Time spent in parallel preprocessing: 0.025 s
-  Time spent in parallel loop execution: 2.245 s.
-  Time spent in parallel postprocessing: 0.000 s
-</pre></div>
-</div>
 <div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/home/runner/work/floris/floris/floris/core/wake_deflection/gauss.py:328: RuntimeWarning: invalid value encountered in divide
   val = 2 * (avg_v - v_core) / (v_top + v_bottom)
 </pre></div>
@@ -1021,8 +1036,8 @@ <h1>Example: Optimize yaw and compare AEP in parallel<a class="headerlink" href=
   C0 = 1 - u0 / freestream_velocity
 </pre></div>
 </div>
-<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/home/runner/work/floris/floris/floris/core/wake_deflection/gauss.py:328: RuntimeWarning: invalid value encountered in divide
-  val = 2 * (avg_v - v_core) / (v_top + v_bottom)
+<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/home/runner/work/floris/floris/floris/core/wake_velocity/gauss.py:80: RuntimeWarning: invalid value encountered in divide
+  sigma_z0 = rotor_diameter_i * 0.5 * np.sqrt(uR / (u_initial + u0))
 </pre></div>
 </div>
 <div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/home/runner/work/floris/floris/floris/core/wake_deflection/gauss.py:328: RuntimeWarning: invalid value encountered in divide
@@ -1033,8 +1048,8 @@ <h1>Example: Optimize yaw and compare AEP in parallel<a class="headerlink" href=
   C0 = 1 - u0 / freestream_velocity
 </pre></div>
 </div>
-<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/home/runner/work/floris/floris/floris/core/wake_velocity/gauss.py:80: RuntimeWarning: invalid value encountered in divide
-  sigma_z0 = rotor_diameter_i * 0.5 * np.sqrt(uR / (u_initial + u0))
+<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/home/runner/work/floris/floris/floris/core/wake_deflection/gauss.py:328: RuntimeWarning: invalid value encountered in divide
+  val = 2 * (avg_v - v_core) / (v_top + v_bottom)
 </pre></div>
 </div>
 <div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/home/runner/work/floris/floris/floris/core/wake_deflection/gauss.py:163: RuntimeWarning: invalid value encountered in divide
@@ -1049,6 +1064,10 @@ <h1>Example: Optimize yaw and compare AEP in parallel<a class="headerlink" href=
   C0 = 1 - u0 / freestream_velocity
 </pre></div>
 </div>
+<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/home/runner/work/floris/floris/floris/core/wake_velocity/gauss.py:80: RuntimeWarning: invalid value encountered in divide
+  sigma_z0 = rotor_diameter_i * 0.5 * np.sqrt(uR / (u_initial + u0))
+</pre></div>
+</div>
 <div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/home/runner/work/floris/floris/floris/core/wake_deflection/gauss.py:328: RuntimeWarning: invalid value encountered in divide
   val = 2 * (avg_v - v_core) / (v_top + v_bottom)
 </pre></div>
@@ -1069,16 +1088,16 @@ <h1>Example: Optimize yaw and compare AEP in parallel<a class="headerlink" href=
   sigma_z0 = rotor_diameter_i * 0.5 * np.sqrt(uR / (u_initial + u0))
 </pre></div>
 </div>
-<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/home/runner/work/floris/floris/floris/core/wake_deflection/gauss.py:328: RuntimeWarning: invalid value encountered in divide
-  val = 2 * (avg_v - v_core) / (v_top + v_bottom)
+<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/home/runner/work/floris/floris/floris/core/wake_velocity/gauss.py:80: RuntimeWarning: invalid value encountered in divide
+  sigma_z0 = rotor_diameter_i * 0.5 * np.sqrt(uR / (u_initial + u0))
 </pre></div>
 </div>
 <div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/home/runner/work/floris/floris/floris/core/wake_velocity/gauss.py:80: RuntimeWarning: invalid value encountered in divide
   sigma_z0 = rotor_diameter_i * 0.5 * np.sqrt(uR / (u_initial + u0))
 </pre></div>
 </div>
-<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/home/runner/work/floris/floris/floris/core/wake_deflection/gauss.py:163: RuntimeWarning: invalid value encountered in divide
-  C0 = 1 - u0 / freestream_velocity
+<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/home/runner/work/floris/floris/floris/core/wake_velocity/gauss.py:80: RuntimeWarning: invalid value encountered in divide
+  sigma_z0 = rotor_diameter_i * 0.5 * np.sqrt(uR / (u_initial + u0))
 </pre></div>
 </div>
 <div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/home/runner/work/floris/floris/floris/core/wake_deflection/gauss.py:328: RuntimeWarning: invalid value encountered in divide
@@ -1097,26 +1116,14 @@ <h1>Example: Optimize yaw and compare AEP in parallel<a class="headerlink" href=
   C0 = 1 - u0 / freestream_velocity
 </pre></div>
 </div>
-<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/home/runner/work/floris/floris/floris/core/wake_velocity/gauss.py:80: RuntimeWarning: invalid value encountered in divide
-  sigma_z0 = rotor_diameter_i * 0.5 * np.sqrt(uR / (u_initial + u0))
-</pre></div>
-</div>
 <div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/home/runner/work/floris/floris/floris/core/wake_deflection/gauss.py:328: RuntimeWarning: invalid value encountered in divide
   val = 2 * (avg_v - v_core) / (v_top + v_bottom)
 </pre></div>
 </div>
-<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/home/runner/work/floris/floris/floris/core/wake_velocity/gauss.py:80: RuntimeWarning: invalid value encountered in divide
-  sigma_z0 = rotor_diameter_i * 0.5 * np.sqrt(uR / (u_initial + u0))
-</pre></div>
-</div>
 <div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/home/runner/work/floris/floris/floris/core/wake_deflection/gauss.py:328: RuntimeWarning: invalid value encountered in divide
   val = 2 * (avg_v - v_core) / (v_top + v_bottom)
 </pre></div>
 </div>
-<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/home/runner/work/floris/floris/floris/core/wake_deflection/gauss.py:498: RuntimeWarning: invalid value encountered in divide
-  I_total = np.sqrt((2 / 3) * k_total) / average_u_i
-</pre></div>
-</div>
 <div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/home/runner/work/floris/floris/floris/core/wake_deflection/gauss.py:163: RuntimeWarning: invalid value encountered in divide
   C0 = 1 - u0 / freestream_velocity
 </pre></div>
@@ -1129,14 +1136,6 @@ <h1>Example: Optimize yaw and compare AEP in parallel<a class="headerlink" href=
   val = 2 * (avg_v - v_core) / (v_top + v_bottom)
 </pre></div>
 </div>
-<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/home/runner/work/floris/floris/floris/core/wake_deflection/gauss.py:163: RuntimeWarning: invalid value encountered in divide
-  C0 = 1 - u0 / freestream_velocity
-</pre></div>
-</div>
-<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/home/runner/work/floris/floris/floris/core/wake_velocity/gauss.py:80: RuntimeWarning: invalid value encountered in divide
-  sigma_z0 = rotor_diameter_i * 0.5 * np.sqrt(uR / (u_initial + u0))
-</pre></div>
-</div>
 <div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/home/runner/work/floris/floris/floris/core/wake_velocity/gauss.py:80: RuntimeWarning: invalid value encountered in divide
   sigma_z0 = rotor_diameter_i * 0.5 * np.sqrt(uR / (u_initial + u0))
 </pre></div>
@@ -1145,20 +1144,16 @@ <h1>Example: Optimize yaw and compare AEP in parallel<a class="headerlink" href=
   val = 2 * (avg_v - v_core) / (v_top + v_bottom)
 </pre></div>
 </div>
-<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/home/runner/work/floris/floris/floris/core/wake_deflection/gauss.py:328: RuntimeWarning: invalid value encountered in divide
-  val = 2 * (avg_v - v_core) / (v_top + v_bottom)
-</pre></div>
-</div>
-<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/home/runner/work/floris/floris/floris/core/wake_velocity/gauss.py:80: RuntimeWarning: invalid value encountered in divide
-  sigma_z0 = rotor_diameter_i * 0.5 * np.sqrt(uR / (u_initial + u0))
+<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/home/runner/work/floris/floris/floris/core/wake_deflection/gauss.py:163: RuntimeWarning: invalid value encountered in divide
+  C0 = 1 - u0 / freestream_velocity
 </pre></div>
 </div>
 <div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/home/runner/work/floris/floris/floris/core/wake_deflection/gauss.py:328: RuntimeWarning: invalid value encountered in divide
   val = 2 * (avg_v - v_core) / (v_top + v_bottom)
 </pre></div>
 </div>
-<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/home/runner/work/floris/floris/floris/core/wake_velocity/gauss.py:80: RuntimeWarning: invalid value encountered in divide
-  sigma_z0 = rotor_diameter_i * 0.5 * np.sqrt(uR / (u_initial + u0))
+<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/home/runner/work/floris/floris/floris/core/wake_deflection/gauss.py:163: RuntimeWarning: invalid value encountered in divide
+  C0 = 1 - u0 / freestream_velocity
 </pre></div>
 </div>
 <div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/home/runner/work/floris/floris/floris/core/wake_velocity/gauss.py:80: RuntimeWarning: invalid value encountered in divide
@@ -1169,6 +1164,10 @@ <h1>Example: Optimize yaw and compare AEP in parallel<a class="headerlink" href=
   C0 = 1 - u0 / freestream_velocity
 </pre></div>
 </div>
+<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/home/runner/work/floris/floris/floris/core/wake_deflection/gauss.py:328: RuntimeWarning: invalid value encountered in divide
+  val = 2 * (avg_v - v_core) / (v_top + v_bottom)
+</pre></div>
+</div>
 <div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/home/runner/work/floris/floris/floris/core/wake_velocity/gauss.py:80: RuntimeWarning: invalid value encountered in divide
   sigma_z0 = rotor_diameter_i * 0.5 * np.sqrt(uR / (u_initial + u0))
 </pre></div>
@@ -1177,8 +1176,8 @@ <h1>Example: Optimize yaw and compare AEP in parallel<a class="headerlink" href=
   C0 = 1 - u0 / freestream_velocity
 </pre></div>
 </div>
-<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/home/runner/work/floris/floris/floris/core/wake_deflection/gauss.py:163: RuntimeWarning: invalid value encountered in divide
-  C0 = 1 - u0 / freestream_velocity
+<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/home/runner/work/floris/floris/floris/core/wake_velocity/gauss.py:80: RuntimeWarning: invalid value encountered in divide
+  sigma_z0 = rotor_diameter_i * 0.5 * np.sqrt(uR / (u_initial + u0))
 </pre></div>
 </div>
 <div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/home/runner/work/floris/floris/floris/core/wake_velocity/gauss.py:80: RuntimeWarning: invalid value encountered in divide
@@ -1189,6 +1188,10 @@ <h1>Example: Optimize yaw and compare AEP in parallel<a class="headerlink" href=
   sigma_z0 = rotor_diameter_i * 0.5 * np.sqrt(uR / (u_initial + u0))
 </pre></div>
 </div>
+<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/home/runner/work/floris/floris/floris/core/wake_deflection/gauss.py:498: RuntimeWarning: invalid value encountered in divide
+  I_total = np.sqrt((2 / 3) * k_total) / average_u_i
+</pre></div>
+</div>
 <div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/home/runner/work/floris/floris/floris/core/wake_velocity/gauss.py:80: RuntimeWarning: invalid value encountered in divide
   sigma_z0 = rotor_diameter_i * 0.5 * np.sqrt(uR / (u_initial + u0))
 </pre></div>
@@ -1198,9 +1201,9 @@ <h1>Example: Optimize yaw and compare AEP in parallel<a class="headerlink" href=
 </pre></div>
 </div>
 <div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>===============================================================================
-Total time spent for parallel calculation (16 workers): 2.319 s
+Total time spent for parallel calculation (16 workers): 1.383 s
   Time spent in parallel preprocessing: 0.025 s
-  Time spent in parallel loop execution: 2.294 s.
+  Time spent in parallel loop execution: 1.358 s.
   Time spent in parallel postprocessing: 0.000 s
 Baseline AEP: 75.48 GWh.
 Optimal AEP: 76.18 GWh.
diff --git a/examples/examples_control_optimization/006_compare_yaw_optimizers.html b/examples/examples_control_optimization/006_compare_yaw_optimizers.html
index c7a974369..46c05168d 100644
--- a/examples/examples_control_optimization/006_compare_yaw_optimizers.html
+++ b/examples/examples_control_optimization/006_compare_yaw_optimizers.html
@@ -239,6 +239,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -373,6 +374,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
@@ -930,22 +933,18 @@ <h1>Example: Compare yaw optimizers<a class="headerlink" href="#example-compare-
 </pre></div>
 </div>
 <div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>    2     7    -1.093049E+00     1.020444E-01
-</pre></div>
-</div>
-<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>    3    10    -1.203810E+00     1.954488E-01
+    3    10    -1.203810E+00     1.954488E-01
 </pre></div>
 </div>
 <div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>    4    13    -1.211961E+00     1.281127E-01
-</pre></div>
-</div>
-<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>    5    16    -1.214226E+00     1.153093E-01
+    5    16    -1.214226E+00     1.153093E-01
 </pre></div>
 </div>
 <div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>    6    19    -1.214237E+00     1.015314E-01
+    7    22    -1.214237E+00     1.013118E-01
 </pre></div>
 </div>
-<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>    7    22    -1.214237E+00     1.013118E-01
-    8    24    -1.214237E+00     1.013095E-01
+<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>    8    24    -1.214237E+00     1.013095E-01
 Optimization terminated successfully    (Exit mode 0)
             Current function value: -1.2142370269715685
             Iterations: 8
@@ -958,15 +957,11 @@ <h1>Example: Compare yaw optimizers<a class="headerlink" href="#example-compare-
 </pre></div>
 </div>
 <div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>    2     7    -1.240651E+00     3.181902E-01
-</pre></div>
-</div>
-<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>    3    10    -1.245722E+00     6.558203E-02
+    3    10    -1.245722E+00     6.558203E-02
 </pre></div>
 </div>
 <div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>    4    13    -1.254002E+00     5.362665E-02
-</pre></div>
-</div>
-<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>    5    16    -1.254090E+00     1.319603E-02
+    5    16    -1.254090E+00     1.319603E-02
 </pre></div>
 </div>
 <div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>    6    19    -1.254067E+00     1.309625E-02
@@ -984,15 +979,11 @@ <h1>Example: Compare yaw optimizers<a class="headerlink" href="#example-compare-
 </pre></div>
 </div>
 <div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>    2     7    -1.123711E+00     1.859063E-01
-</pre></div>
-</div>
-<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>    3    10    -1.126458E+00     4.218585E-02
+    3    10    -1.126458E+00     4.218585E-02
 </pre></div>
 </div>
 <div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>    4    13    -1.126780E+00     2.116581E-02
-</pre></div>
-</div>
-<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>    5    16    -1.125994E+00     1.612383E-02
+    5    16    -1.125994E+00     1.612383E-02
 </pre></div>
 </div>
 <div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>    6    20    -1.126860E+00     1.533901E-02
@@ -1002,9 +993,7 @@ <h1>Example: Compare yaw optimizers<a class="headerlink" href="#example-compare-
 </pre></div>
 </div>
 <div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>    8    29    -1.128280E+00     8.142882E-03
-</pre></div>
-</div>
-<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>    9    32    -1.126762E+00     2.579974E-03
+    9    32    -1.126762E+00     2.579974E-03
 </pre></div>
 </div>
 <div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>Optimization terminated successfully    (Exit mode 0)
@@ -1019,9 +1008,7 @@ <h1>Example: Compare yaw optimizers<a class="headerlink" href="#example-compare-
 </pre></div>
 </div>
 <div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>    2     7    -1.046548E+00     9.997854E-02
-</pre></div>
-</div>
-<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>    3    10    -1.046487E+00     8.887290E-03
+    3    10    -1.046487E+00     8.887290E-03
 </pre></div>
 </div>
 <div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>    4    23    -1.046525E+00     8.887263E-03
@@ -1031,16 +1018,14 @@ <h1>Example: Compare yaw optimizers<a class="headerlink" href="#example-compare-
 </pre></div>
 </div>
 <div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>    6    31    -1.046658E+00     1.033764E-03
-</pre></div>
-</div>
-<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>    7    34    -1.046683E+00     4.341467E-04
+    7    34    -1.046683E+00     4.341467E-04
 </pre></div>
 </div>
 <div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>    8    37    -1.046685E+00     3.729168E-05
+    9    40    -1.046685E+00     2.824111E-06
 </pre></div>
 </div>
-<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>    9    40    -1.046685E+00     2.824111E-06
-   10    42    -1.046685E+00     6.047025E-08
+<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>   10    42    -1.046685E+00     6.047025E-08
 Optimization terminated successfully    (Exit mode 0)
             Current function value: -1.0466852786523977
             Iterations: 10
@@ -1053,21 +1038,15 @@ <h1>Example: Compare yaw optimizers<a class="headerlink" href="#example-compare-
 </pre></div>
 </div>
 <div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>    2     7    -1.006900E+00     3.378644E-02
-</pre></div>
-</div>
-<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>    3    10    -1.007674E+00     1.032241E-02
+    3    10    -1.007674E+00     1.032241E-02
 </pre></div>
 </div>
 <div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>    4    13    -1.007874E+00     3.814488E-03
-</pre></div>
-</div>
-<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>    5    16    -1.007914E+00     2.517815E-03
+    5    16    -1.007914E+00     2.517815E-03
 </pre></div>
 </div>
 <div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>    6    19    -1.007945E+00     2.060119E-03
-</pre></div>
-</div>
-<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>    7    22    -1.007921E+00     7.695137E-04
+    7    22    -1.007921E+00     7.695137E-04
 </pre></div>
 </div>
 <div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>Optimization terminated successfully    (Exit mode 0)
@@ -1082,10 +1061,10 @@ <h1>Example: Compare yaw optimizers<a class="headerlink" href="#example-compare-
 </pre></div>
 </div>
 <div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>    2     7    -1.000025E+00     7.819653E-04
+    3    10    -1.000035E+00     5.322843E-04
 </pre></div>
 </div>
-<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>    3    10    -1.000035E+00     5.322843E-04
-    4    12    -1.000035E+00     4.924128E-04
+<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>    4    12    -1.000035E+00     4.924128E-04
 Optimization terminated successfully    (Exit mode 0)
             Current function value: -1.0000354608371065
             Iterations: 4
@@ -1215,22 +1194,18 @@ <h1>Example: Compare yaw optimizers<a class="headerlink" href="#example-compare-
 </pre></div>
 </div>
 <div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>    2     7    -1.093049E+00     1.020444E-01
-</pre></div>
-</div>
-<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>    3    10    -1.203810E+00     1.954488E-01
+    3    10    -1.203810E+00     1.954488E-01
 </pre></div>
 </div>
 <div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>    4    13    -1.211961E+00     1.281127E-01
-</pre></div>
-</div>
-<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>    5    16    -1.214226E+00     1.153093E-01
+    5    16    -1.214226E+00     1.153093E-01
 </pre></div>
 </div>
 <div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>    6    19    -1.214237E+00     1.015314E-01
+    7    22    -1.214237E+00     1.013118E-01
 </pre></div>
 </div>
-<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>    7    22    -1.214237E+00     1.013118E-01
-    8    24    -1.214237E+00     1.013095E-01
+<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>    8    24    -1.214237E+00     1.013095E-01
 Optimization terminated successfully    (Exit mode 0)
             Current function value: -1.2142370269715692
             Iterations: 8
@@ -1243,15 +1218,11 @@ <h1>Example: Compare yaw optimizers<a class="headerlink" href="#example-compare-
 </pre></div>
 </div>
 <div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>    2     7    -1.240651E+00     3.181902E-01
-</pre></div>
-</div>
-<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>    3    10    -1.245722E+00     6.558203E-02
+    3    10    -1.245722E+00     6.558203E-02
 </pre></div>
 </div>
 <div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>    4    13    -1.254002E+00     5.362665E-02
-</pre></div>
-</div>
-<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>    5    16    -1.254090E+00     1.319603E-02
+    5    16    -1.254090E+00     1.319603E-02
 </pre></div>
 </div>
 <div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>    6    19    -1.254067E+00     1.309625E-02
@@ -1269,15 +1240,11 @@ <h1>Example: Compare yaw optimizers<a class="headerlink" href="#example-compare-
 </pre></div>
 </div>
 <div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>    2     7    -1.123711E+00     1.859063E-01
-</pre></div>
-</div>
-<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>    3    10    -1.126458E+00     4.218585E-02
+    3    10    -1.126458E+00     4.218585E-02
 </pre></div>
 </div>
 <div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>    4    13    -1.126780E+00     2.116581E-02
-</pre></div>
-</div>
-<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>    5    16    -1.125994E+00     1.612383E-02
+    5    16    -1.125994E+00     1.612383E-02
 </pre></div>
 </div>
 <div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>    6    20    -1.126860E+00     1.533901E-02
@@ -1287,9 +1254,7 @@ <h1>Example: Compare yaw optimizers<a class="headerlink" href="#example-compare-
 </pre></div>
 </div>
 <div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>    8    29    -1.128280E+00     8.142882E-03
-</pre></div>
-</div>
-<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>    9    32    -1.126762E+00     2.579974E-03
+    9    32    -1.126762E+00     2.579974E-03
 </pre></div>
 </div>
 <div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>Optimization terminated successfully    (Exit mode 0)
@@ -1304,24 +1269,18 @@ <h1>Example: Compare yaw optimizers<a class="headerlink" href="#example-compare-
 </pre></div>
 </div>
 <div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>    2     7    -1.046548E+00     9.997854E-02
-</pre></div>
-</div>
-<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>    3    10    -1.046487E+00     8.887290E-03
+    3    10    -1.046487E+00     8.887290E-03
 </pre></div>
 </div>
 <div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>    4    23    -1.046525E+00     8.887263E-03
 </pre></div>
 </div>
 <div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>    5    28    -1.046624E+00     7.099863E-03
-</pre></div>
-</div>
-<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>    6    31    -1.046658E+00     1.033765E-03
+    6    31    -1.046658E+00     1.033765E-03
 </pre></div>
 </div>
 <div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>    7    34    -1.046683E+00     4.341468E-04
-</pre></div>
-</div>
-<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>    8    37    -1.046685E+00     3.729169E-05
+    8    37    -1.046685E+00     3.729169E-05
 </pre></div>
 </div>
 <div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>    9    40    -1.046685E+00     2.824112E-06
@@ -1338,21 +1297,15 @@ <h1>Example: Compare yaw optimizers<a class="headerlink" href="#example-compare-
 </pre></div>
 </div>
 <div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>    2     7    -1.006900E+00     3.378644E-02
-</pre></div>
-</div>
-<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>    3    10    -1.007674E+00     1.032241E-02
+    3    10    -1.007674E+00     1.032241E-02
 </pre></div>
 </div>
 <div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>    4    13    -1.007874E+00     3.814488E-03
-</pre></div>
-</div>
-<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>    5    16    -1.007914E+00     2.517815E-03
+    5    16    -1.007914E+00     2.517815E-03
 </pre></div>
 </div>
 <div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>    6    19    -1.007945E+00     2.060119E-03
-</pre></div>
-</div>
-<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>    7    22    -1.007921E+00     7.695137E-04
+    7    22    -1.007921E+00     7.695137E-04
 </pre></div>
 </div>
 <div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>Optimization terminated successfully    (Exit mode 0)
@@ -1367,10 +1320,10 @@ <h1>Example: Compare yaw optimizers<a class="headerlink" href="#example-compare-
 </pre></div>
 </div>
 <div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>    2     7    -1.000025E+00     7.819653E-04
+    3    10    -1.000035E+00     5.322843E-04
 </pre></div>
 </div>
-<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>    3    10    -1.000035E+00     5.322843E-04
-    4    12    -1.000035E+00     4.924128E-04
+<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>    4    12    -1.000035E+00     4.924128E-04
 Optimization terminated successfully    (Exit mode 0)
             Current function value: -1.0000354608371067
             Iterations: 4
@@ -1415,25 +1368,23 @@ <h1>Example: Compare yaw optimizers<a class="headerlink" href="#example-compare-
 </pre></div>
 </div>
 <div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>Performing optimizations with Serial Refine...
+[Serial Refine] Processing pass=0, turbine_depth=0 (0.0%)
 </pre></div>
 </div>
-<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>[Serial Refine] Processing pass=0, turbine_depth=0 (0.0%)
-[Serial Refine] Processing pass=0, turbine_depth=1 (16.7%)
-</pre></div>
-</div>
-<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>[Serial Refine] Processing pass=0, turbine_depth=2 (33.3%)
-[Serial Refine] Processing pass=1, turbine_depth=0 (50.0%)
+<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>[Serial Refine] Processing pass=0, turbine_depth=1 (16.7%)
+[Serial Refine] Processing pass=0, turbine_depth=2 (33.3%)
 </pre></div>
 </div>
-<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>[Serial Refine] Processing pass=1, turbine_depth=1 (66.7%)
+<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>[Serial Refine] Processing pass=1, turbine_depth=0 (50.0%)
+[Serial Refine] Processing pass=1, turbine_depth=1 (66.7%)
 [Serial Refine] Processing pass=1, turbine_depth=2 (83.3%)
 </pre></div>
 </div>
 <div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>Performing optimizations with Geometric Yaw...
 
- Time spent, Geometric Yaw: 0.19 s.
- Time spent, Serial Refine: 1.07 s.
- Time spent, SciPy (SLSQP): 51.71 s.
+ Time spent, Geometric Yaw: 0.13 s.
+ Time spent, Serial Refine: 0.82 s.
+ Time spent, SciPy (SLSQP): 34.73 s.
 </pre></div>
 </div>
 <img alt="../../_images/29d329e63e00d8d8126037e22de3ec655a5f66067daa003a5610bac8cb0efa89.png" src="../../_images/29d329e63e00d8d8126037e22de3ec655a5f66067daa003a5610bac8cb0efa89.png" />
@@ -1441,7 +1392,7 @@ <h1>Example: Compare yaw optimizers<a class="headerlink" href="#example-compare-
 <img alt="../../_images/342f0e2205c34bc57ffe28103d20c5e7022bb56562d14db490e44e4cf1c84577.png" src="../../_images/342f0e2205c34bc57ffe28103d20c5e7022bb56562d14db490e44e4cf1c84577.png" />
 <img alt="../../_images/be867fe20e8fd6349cfd10272d674f4ca87c13a47b0eeaa3d7112805bc5a9ea5.png" src="../../_images/be867fe20e8fd6349cfd10272d674f4ca87c13a47b0eeaa3d7112805bc5a9ea5.png" />
 <img alt="../../_images/2613340f6ddfe11abe98d8cca7d914d6bc9d9f548e2512fd677c25346676f582.png" src="../../_images/2613340f6ddfe11abe98d8cca7d914d6bc9d9f548e2512fd677c25346676f582.png" />
-<img alt="../../_images/152400a6f57063f8705c397197ffb85dbe67678575bc67d3e3241ed7cb19644b.png" src="../../_images/152400a6f57063f8705c397197ffb85dbe67678575bc67d3e3241ed7cb19644b.png" />
+<img alt="../../_images/c88b1d3e71782d29adeb576775ca6e868d1fc688c2ed8e5306f998e6637c59b0.png" src="../../_images/c88b1d3e71782d29adeb576775ca6e868d1fc688c2ed8e5306f998e6637c59b0.png" />
 </div>
 </div>
 </section>
diff --git a/examples/examples_control_optimization/007_optimize_yaw_with_neighbor_farms.html b/examples/examples_control_optimization/007_optimize_yaw_with_neighbor_farms.html
index 6b13a1900..f97757f81 100644
--- a/examples/examples_control_optimization/007_optimize_yaw_with_neighbor_farms.html
+++ b/examples/examples_control_optimization/007_optimize_yaw_with_neighbor_farms.html
@@ -239,6 +239,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -373,6 +374,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
@@ -956,9 +959,7 @@ <h1>Example: Optimize yaw with neighbor farm<a class="headerlink" href="#example
 </div>
 <div class="cell_output docutils container">
 <div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>[Serial Refine] Processing pass=0, turbine_depth=0 (0.0%)
-</pre></div>
-</div>
-<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>[Serial Refine] Processing pass=0, turbine_depth=1 (1.7%)
+[Serial Refine] Processing pass=0, turbine_depth=1 (1.7%)
 </pre></div>
 </div>
 <div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>[Serial Refine] Processing pass=0, turbine_depth=2 (3.4%)
@@ -1158,33 +1159,23 @@ <h1>Example: Optimize yaw with neighbor farm<a class="headerlink" href="#example
 </pre></div>
 </div>
 <div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>[Serial Refine] Processing pass=1, turbine_depth=0 (50.0%)
-</pre></div>
-</div>
-<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>[Serial Refine] Processing pass=1, turbine_depth=1 (55.0%)
+[Serial Refine] Processing pass=1, turbine_depth=1 (55.0%)
 </pre></div>
 </div>
 <div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>[Serial Refine] Processing pass=1, turbine_depth=2 (60.0%)
-</pre></div>
-</div>
-<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>[Serial Refine] Processing pass=1, turbine_depth=3 (65.0%)
+[Serial Refine] Processing pass=1, turbine_depth=3 (65.0%)
 </pre></div>
 </div>
 <div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>[Serial Refine] Processing pass=1, turbine_depth=4 (70.0%)
-</pre></div>
-</div>
-<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>[Serial Refine] Processing pass=1, turbine_depth=5 (75.0%)
+[Serial Refine] Processing pass=1, turbine_depth=5 (75.0%)
 </pre></div>
 </div>
 <div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>[Serial Refine] Processing pass=1, turbine_depth=6 (80.0%)
-</pre></div>
-</div>
-<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>[Serial Refine] Processing pass=1, turbine_depth=7 (85.0%)
+[Serial Refine] Processing pass=1, turbine_depth=7 (85.0%)
 </pre></div>
 </div>
 <div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>[Serial Refine] Processing pass=1, turbine_depth=8 (90.0%)
-</pre></div>
-</div>
-<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>[Serial Refine] Processing pass=1, turbine_depth=9 (95.0%)
+[Serial Refine] Processing pass=1, turbine_depth=9 (95.0%)
 </pre></div>
 </div>
 <div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/home/runner/work/floris/floris/floris/core/wake_deflection/gauss.py:328: RuntimeWarning: invalid value encountered in divide
diff --git a/examples/examples_control_types/001_derating_control.html b/examples/examples_control_types/001_derating_control.html
index ce9467bf8..bd8960a6d 100644
--- a/examples/examples_control_types/001_derating_control.html
+++ b/examples/examples_control_types/001_derating_control.html
@@ -239,6 +239,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -373,6 +374,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/examples/examples_control_types/002_disable_turbines.html b/examples/examples_control_types/002_disable_turbines.html
index 83288cf2b..6ba6cb6f7 100644
--- a/examples/examples_control_types/002_disable_turbines.html
+++ b/examples/examples_control_types/002_disable_turbines.html
@@ -239,6 +239,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -373,6 +374,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/examples/examples_control_types/003_setting_yaw_and_disabling.html b/examples/examples_control_types/003_setting_yaw_and_disabling.html
index 76d085705..315c4d86f 100644
--- a/examples/examples_control_types/003_setting_yaw_and_disabling.html
+++ b/examples/examples_control_types/003_setting_yaw_and_disabling.html
@@ -239,6 +239,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -373,6 +374,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/examples/examples_control_types/004_helix_active_wake_mixing.html b/examples/examples_control_types/004_helix_active_wake_mixing.html
index 851ad445a..31fb1dd59 100644
--- a/examples/examples_control_types/004_helix_active_wake_mixing.html
+++ b/examples/examples_control_types/004_helix_active_wake_mixing.html
@@ -239,6 +239,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -373,6 +374,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/examples/examples_control_types/005_peak_shaving.html b/examples/examples_control_types/005_peak_shaving.html
index f34f0e1cd..d872156ef 100644
--- a/examples/examples_control_types/005_peak_shaving.html
+++ b/examples/examples_control_types/005_peak_shaving.html
@@ -239,6 +239,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -373,6 +374,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/examples/examples_emgauss/001_empirical_gauss_velocity_deficit_parameters.html b/examples/examples_emgauss/001_empirical_gauss_velocity_deficit_parameters.html
index 89f2dea81..a6056de04 100644
--- a/examples/examples_emgauss/001_empirical_gauss_velocity_deficit_parameters.html
+++ b/examples/examples_emgauss/001_empirical_gauss_velocity_deficit_parameters.html
@@ -239,6 +239,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -373,6 +374,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/examples/examples_emgauss/002_empirical_gauss_deflection_parameters.html b/examples/examples_emgauss/002_empirical_gauss_deflection_parameters.html
index 91f214370..2dfc6a053 100644
--- a/examples/examples_emgauss/002_empirical_gauss_deflection_parameters.html
+++ b/examples/examples_emgauss/002_empirical_gauss_deflection_parameters.html
@@ -239,6 +239,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -373,6 +374,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/examples/examples_floating/001_floating_turbine_models.html b/examples/examples_floating/001_floating_turbine_models.html
index 15ad528ca..4afbf6fb7 100644
--- a/examples/examples_floating/001_floating_turbine_models.html
+++ b/examples/examples_floating/001_floating_turbine_models.html
@@ -239,6 +239,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -373,6 +374,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/examples/examples_floating/002_floating_vs_fixedbottom_farm.html b/examples/examples_floating/002_floating_vs_fixedbottom_farm.html
index 91c0cb778..582dccb2f 100644
--- a/examples/examples_floating/002_floating_vs_fixedbottom_farm.html
+++ b/examples/examples_floating/002_floating_vs_fixedbottom_farm.html
@@ -239,6 +239,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -373,6 +374,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/examples/examples_floating/003_tilt_driven_vertical_wake_deflection.html b/examples/examples_floating/003_tilt_driven_vertical_wake_deflection.html
index 211307e00..c3f290a99 100644
--- a/examples/examples_floating/003_tilt_driven_vertical_wake_deflection.html
+++ b/examples/examples_floating/003_tilt_driven_vertical_wake_deflection.html
@@ -239,6 +239,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -373,6 +374,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/examples/examples_get_flow/001_extract_wind_speed_at_turbines.html b/examples/examples_get_flow/001_extract_wind_speed_at_turbines.html
index 91abc942c..d43dea7da 100644
--- a/examples/examples_get_flow/001_extract_wind_speed_at_turbines.html
+++ b/examples/examples_get_flow/001_extract_wind_speed_at_turbines.html
@@ -239,6 +239,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -373,6 +374,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/examples/examples_get_flow/002_extract_wind_speed_at_points.html b/examples/examples_get_flow/002_extract_wind_speed_at_points.html
index add9a6862..6dd6c9c00 100644
--- a/examples/examples_get_flow/002_extract_wind_speed_at_points.html
+++ b/examples/examples_get_flow/002_extract_wind_speed_at_points.html
@@ -239,6 +239,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -373,6 +374,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/examples/examples_get_flow/003_plot_velocity_deficit_profiles.html b/examples/examples_get_flow/003_plot_velocity_deficit_profiles.html
index 3a7d904d0..ec695a62b 100644
--- a/examples/examples_get_flow/003_plot_velocity_deficit_profiles.html
+++ b/examples/examples_get_flow/003_plot_velocity_deficit_profiles.html
@@ -239,6 +239,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -373,6 +374,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/examples/examples_heterogeneous/001_heterogeneous_inflow_single.html b/examples/examples_heterogeneous/001_heterogeneous_inflow_single.html
index 1cf0bda62..b7e9a950c 100644
--- a/examples/examples_heterogeneous/001_heterogeneous_inflow_single.html
+++ b/examples/examples_heterogeneous/001_heterogeneous_inflow_single.html
@@ -239,6 +239,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -373,6 +374,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/examples/examples_heterogeneous/002_heterogeneous_using_wind_data.html b/examples/examples_heterogeneous/002_heterogeneous_using_wind_data.html
index 58540dc89..c25991c94 100644
--- a/examples/examples_heterogeneous/002_heterogeneous_using_wind_data.html
+++ b/examples/examples_heterogeneous/002_heterogeneous_using_wind_data.html
@@ -239,6 +239,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -373,6 +374,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/examples/examples_heterogeneous/003_heterogeneous_speedup_by_wd_and_ws.html b/examples/examples_heterogeneous/003_heterogeneous_speedup_by_wd_and_ws.html
index 12ed08a0a..9902d0c09 100644
--- a/examples/examples_heterogeneous/003_heterogeneous_speedup_by_wd_and_ws.html
+++ b/examples/examples_heterogeneous/003_heterogeneous_speedup_by_wd_and_ws.html
@@ -239,6 +239,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -373,6 +374,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/examples/examples_heterogeneous/004_heterogeneous_2d_and_3d.html b/examples/examples_heterogeneous/004_heterogeneous_2d_and_3d.html
index d77cc3f30..e8abddb12 100644
--- a/examples/examples_heterogeneous/004_heterogeneous_2d_and_3d.html
+++ b/examples/examples_heterogeneous/004_heterogeneous_2d_and_3d.html
@@ -239,6 +239,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -373,6 +374,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/examples/examples_layout_optimization/001_optimize_layout.html b/examples/examples_layout_optimization/001_optimize_layout.html
index f3802a06d..d1cdaec25 100644
--- a/examples/examples_layout_optimization/001_optimize_layout.html
+++ b/examples/examples_layout_optimization/001_optimize_layout.html
@@ -239,6 +239,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -373,6 +374,8 @@
 <li class="toctree-l1 current active"><a class="current reference internal" href="#">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html b/examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html
index d3469812b..245b6a244 100644
--- a/examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html
+++ b/examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html
@@ -239,6 +239,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -373,6 +374,8 @@
 <li class="toctree-l1"><a class="reference internal" href="001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1 current active"><a class="current reference internal" href="#">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
@@ -838,7 +841,7 @@ <h1>Example: Layout optimization with heterogeneous inflow<a class="headerlink"
 Reoptimizing with geometric yaw enabled.
 </pre></div>
 </div>
-<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/tmp/ipykernel_3557/179999374.py:109: MatplotlibDeprecationWarning: An artist whose label starts with an underscore was passed to legend(); such artists will no longer be ignored in the future.  To suppress this warning, explicitly filter out such artists, e.g. with `[art for art in artists if not art.get_label().startswith(&#39;_&#39;)]`.
+<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/tmp/ipykernel_3477/179999374.py:109: MatplotlibDeprecationWarning: An artist whose label starts with an underscore was passed to legend(); such artists will no longer be ignored in the future.  To suppress this warning, explicitly filter out such artists, e.g. with `[art for art in artists if not art.get_label().startswith(&#39;_&#39;)]`.
   ax.legend([&quot;_Optimization boundary&quot;, &quot;Initial layout&quot;, &quot;Optimized layout&quot; ])
 </pre></div>
 </div>
@@ -944,7 +947,7 @@ <h1>Example: Layout optimization with heterogeneous inflow<a class="headerlink"
 <div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>Turbine geometric yaw angles for wind direction 270.00 and wind speed 8.00 m/s: [ 0.         25.45866005 25.6955238 ]
 </pre></div>
 </div>
-<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/tmp/ipykernel_3557/179999374.py:147: MatplotlibDeprecationWarning: An artist whose label starts with an underscore was passed to legend(); such artists will no longer be ignored in the future.  To suppress this warning, explicitly filter out such artists, e.g. with `[art for art in artists if not art.get_label().startswith(&#39;_&#39;)]`.
+<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/tmp/ipykernel_3477/179999374.py:147: MatplotlibDeprecationWarning: An artist whose label starts with an underscore was passed to legend(); such artists will no longer be ignored in the future.  To suppress this warning, explicitly filter out such artists, e.g. with `[art for art in artists if not art.get_label().startswith(&#39;_&#39;)]`.
   ax.legend([&quot;_Optimization boundary&quot;, &quot;Initial layout&quot;, &quot;Optimized layout&quot;])
 </pre></div>
 </div>
diff --git a/examples/examples_layout_optimization/003_genetic_random_search.html b/examples/examples_layout_optimization/003_genetic_random_search.html
index 0279a0524..cad83fb0a 100644
--- a/examples/examples_layout_optimization/003_genetic_random_search.html
+++ b/examples/examples_layout_optimization/003_genetic_random_search.html
@@ -73,7 +73,7 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'examples/examples_layout_optimization/003_genetic_random_search';</script>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
-    <link rel="next" title="Example: Multi-dimensional Cp/Ct data" href="../examples_multidim/001_multi_dimensional_cp_ct.html" />
+    <link rel="next" title="Example: Gridded layout design" href="004_generate_gridded_layout.html" />
     <link rel="prev" title="Example: Layout optimization with heterogeneous inflow" href="002_optimize_layout_with_heterogeneity.html" />
   <meta name="viewport" content="width=device-width, initial-scale=1"/>
   <meta name="docsearch:language" content="python"/>
@@ -239,6 +239,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -373,6 +374,8 @@
 <li class="toctree-l1"><a class="reference internal" href="001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1 current active"><a class="current reference internal" href="#">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
@@ -750,25 +753,22 @@ <h1>Example: Layout optimization with genetic random search<a class="headerlink"
 <div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>
 </pre></div>
 </div>
-<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>
+<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>Placing turbine 2 of 4.
 </pre></div>
 </div>
 <div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>
 </pre></div>
 </div>
-<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>Placing turbine 2 of 4.
+<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>
 </pre></div>
 </div>
 <div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>Placing turbine 1 of 4.
 </pre></div>
 </div>
-<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>
-</pre></div>
-</div>
 <div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>Placing turbine 3 of 4.
 </pre></div>
 </div>
-<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>Placing turbine 3 of 4.
+<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>
 </pre></div>
 </div>
 <div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>
@@ -777,6 +777,9 @@ <h1>Example: Layout optimization with genetic random search<a class="headerlink"
 <div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>Placing turbine 3 of 4.
 </pre></div>
 </div>
+<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>Placing turbine 3 of 4.
+</pre></div>
+</div>
 <div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>
 </pre></div>
 </div>
@@ -795,14 +798,14 @@ <h1>Example: Layout optimization with genetic random search<a class="headerlink"
 <div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>
 </pre></div>
 </div>
-<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>  Time to generate initial layouts: 1.753 s
+<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>  Time to generate initial layouts: 0.430 s
 =======================================
 Optimization step +0.0
-Optimization time = +1.8 [s]
-Mean AEP = 56.6 [GWh] (+0.60%)
-Median AEP = 56.4 [GWh] (+0.15%)
-Max AEP = 58.0 [GWh] (+3.06%)
-Min AEP = 55.7 [GWh] (-0.97%)
+Optimization time = +0.4 [s]
+Mean AEP = 57.5 [GWh] (+2.16%)
+Median AEP = 57.4 [GWh] (+2.06%)
+Max AEP = 57.7 [GWh] (+2.57%)
+Min AEP = 57.4 [GWh] (+1.94%)
 =======================================
 Random Layout Optimization
 Number of turbines to optimize = 4
@@ -816,73 +819,73 @@ <h1>Example: Layout optimization with genetic random search<a class="headerlink"
 </div>
 <div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>=======================================
 Optimization step +1.0
-Optimization time = +12.1 [s]
-Mean AEP = 57.7 [GWh] (+2.61%)
-Median AEP = 58.4 [GWh] (+3.75%)
-Max AEP = 58.5 [GWh] (+3.89%)
-Min AEP = 55.7 [GWh] (-0.96%)
+Optimization time = +10.6 [s]
+Mean AEP = 58.3 [GWh] (+3.63%)
+Median AEP = 58.6 [GWh] (+4.15%)
+Max AEP = 58.6 [GWh] (+4.19%)
+Min AEP = 57.4 [GWh] (+2.04%)
 =======================================
-Optimization time: 10.2 s / 60.0 s
+Optimization time: 10.1 s / 60.0 s
 </pre></div>
 </div>
 <div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>=======================================
 Optimization step +2.0
-Optimization time = +22.2 [s]
-Mean AEP = 58.6 [GWh] (+4.09%)
-Median AEP = 58.6 [GWh] (+4.06%)
-Max AEP = 58.6 [GWh] (+4.22%)
-Min AEP = 58.5 [GWh] (+4.03%)
+Optimization time = +20.7 [s]
+Mean AEP = 58.7 [GWh] (+4.35%)
+Median AEP = 58.7 [GWh] (+4.33%)
+Max AEP = 58.8 [GWh] (+4.48%)
+Min AEP = 58.7 [GWh] (+4.25%)
 =======================================
-Optimization time: 20.3 s / 60.0 s
+Optimization time: 20.2 s / 60.0 s
 </pre></div>
 </div>
 <div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>=======================================
 Optimization step +3.0
-Optimization time = +32.3 [s]
-Mean AEP = 58.7 [GWh] (+4.30%)
-Median AEP = 58.7 [GWh] (+4.28%)
-Max AEP = 58.8 [GWh] (+4.45%)
-Min AEP = 58.6 [GWh] (+4.21%)
+Optimization time = +30.9 [s]
+Mean AEP = 58.8 [GWh] (+4.46%)
+Median AEP = 58.8 [GWh] (+4.51%)
+Max AEP = 58.8 [GWh] (+4.54%)
+Min AEP = 58.7 [GWh] (+4.31%)
 =======================================
-Optimization time: 30.5 s / 60.0 s
+Optimization time: 30.3 s / 60.0 s
 </pre></div>
 </div>
 <div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>=======================================
 Optimization step +4.0
-Optimization time = +42.5 [s]
-Mean AEP = 58.8 [GWh] (+4.46%)
-Median AEP = 58.8 [GWh] (+4.46%)
-Max AEP = 58.8 [GWh] (+4.48%)
-Min AEP = 58.8 [GWh] (+4.45%)
+Optimization time = +41.0 [s]
+Mean AEP = 58.8 [GWh] (+4.54%)
+Median AEP = 58.8 [GWh] (+4.54%)
+Max AEP = 58.8 [GWh] (+4.56%)
+Min AEP = 58.8 [GWh] (+4.52%)
 =======================================
-Optimization time: 40.6 s / 60.0 s
+Optimization time: 40.5 s / 60.0 s
 </pre></div>
 </div>
 <div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>=======================================
 Optimization step +5.0
-Optimization time = +52.7 [s]
-Mean AEP = 58.8 [GWh] (+4.48%)
-Median AEP = 58.8 [GWh] (+4.48%)
-Max AEP = 58.8 [GWh] (+4.49%)
-Min AEP = 58.8 [GWh] (+4.45%)
+Optimization time = +51.1 [s]
+Mean AEP = 58.8 [GWh] (+4.55%)
+Median AEP = 58.8 [GWh] (+4.55%)
+Max AEP = 58.8 [GWh] (+4.56%)
+Min AEP = 58.8 [GWh] (+4.54%)
 =======================================
-Optimization time: 50.8 s / 60.0 s
+Optimization time: 50.6 s / 60.0 s
 </pre></div>
 </div>
 <div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>=======================================
 Optimization step +6.0
-Optimization time = +62.8 [s]
-Mean AEP = 58.8 [GWh] (+4.49%)
-Median AEP = 58.8 [GWh] (+4.49%)
-Max AEP = 58.8 [GWh] (+4.50%)
-Min AEP = 58.8 [GWh] (+4.48%)
+Optimization time = +61.2 [s]
+Mean AEP = 58.8 [GWh] (+4.57%)
+Median AEP = 58.8 [GWh] (+4.57%)
+Max AEP = 58.9 [GWh] (+4.59%)
+Min AEP = 58.8 [GWh] (+4.55%)
 =======================================
-Final AEP = 58.8 [GWh] (+4.50%)
+Final AEP = 58.9 [GWh] (+4.59%)
 </pre></div>
 </div>
 <img alt="../../_images/5ff447f7b856aa14d3431487a9edb52661f4c3d445ddaefa526614f03ecd9e7b.png" src="../../_images/5ff447f7b856aa14d3431487a9edb52661f4c3d445ddaefa526614f03ecd9e7b.png" />
-<img alt="../../_images/5f8aa4e8e71da32f9e71321750c151c5f147dcd6f476d54a5f526703c61b105d.png" src="../../_images/5f8aa4e8e71da32f9e71321750c151c5f147dcd6f476d54a5f526703c61b105d.png" />
-<img alt="../../_images/17b13ba2736b785f5fed7f2aaa03a75e1e8c8ab1e49de87b9f9aa50992153c82.png" src="../../_images/17b13ba2736b785f5fed7f2aaa03a75e1e8c8ab1e49de87b9f9aa50992153c82.png" />
+<img alt="../../_images/104d1a24318b75be00d63ee275f29ffb7bd2a0e013cefe3106b4a620c8f54edb.png" src="../../_images/104d1a24318b75be00d63ee275f29ffb7bd2a0e013cefe3106b4a620c8f54edb.png" />
+<img alt="../../_images/2ad78f87b3084fb373561d152c64ae45cfdd37f355e5ab495129608b81cfaa36.png" src="../../_images/2ad78f87b3084fb373561d152c64ae45cfdd37f355e5ab495129608b81cfaa36.png" />
 </div>
 </div>
 </section>
@@ -927,11 +930,11 @@ <h1>Example: Layout optimization with genetic random search<a class="headerlink"
       </div>
     </a>
     <a class="right-next"
-       href="../examples_multidim/001_multi_dimensional_cp_ct.html"
+       href="004_generate_gridded_layout.html"
        title="next page">
       <div class="prev-next-info">
         <p class="prev-next-subtitle">next</p>
-        <p class="prev-next-title">Example: Multi-dimensional Cp/Ct data</p>
+        <p class="prev-next-title">Example: Gridded layout design</p>
       </div>
       <i class="fa-solid fa-angle-right"></i>
     </a>
diff --git a/examples/examples_layout_optimization/004_generate_gridded_layout.html b/examples/examples_layout_optimization/004_generate_gridded_layout.html
new file mode 100644
index 000000000..b806e5817
--- /dev/null
+++ b/examples/examples_layout_optimization/004_generate_gridded_layout.html
@@ -0,0 +1,796 @@
+
+<!DOCTYPE html>
+
+
+<html lang="python" data-content_root="../../" >
+
+  <head>
+    <meta charset="utf-8" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
+
+    <title>Example: Gridded layout design &#8212; FLORIS</title>
+  
+  
+  
+  <script data-cfasync="false">
+    document.documentElement.dataset.mode = localStorage.getItem("mode") || "";
+    document.documentElement.dataset.theme = localStorage.getItem("theme") || "";
+  </script>
+  
+  <!-- Loaded before other Sphinx assets -->
+  <link href="../../_static/styles/theme.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
+<link href="../../_static/styles/bootstrap.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
+<link href="../../_static/styles/pydata-sphinx-theme.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
+
+  
+  <link href="../../_static/vendor/fontawesome/6.5.2/css/all.min.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
+  <link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.5.2/webfonts/fa-solid-900.woff2" />
+<link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.5.2/webfonts/fa-brands-400.woff2" />
+<link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.5.2/webfonts/fa-regular-400.woff2" />
+
+    <link rel="stylesheet" type="text/css" href="../../_static/pygments.css?v=fa44fd50" />
+    <link rel="stylesheet" type="text/css" href="../../_static/styles/sphinx-book-theme.css?v=a3416100" />
+    <link rel="stylesheet" type="text/css" href="../../_static/togglebutton.css?v=13237357" />
+    <link rel="stylesheet" type="text/css" href="../../_static/copybutton.css?v=76b2166b" />
+    <link rel="stylesheet" type="text/css" href="../../_static/mystnb.4510f1fc1dee50b3e5859aac5469c37c29e427902b24a333a5f9fcb2f0b3ac41.css" />
+    <link rel="stylesheet" type="text/css" href="../../_static/sphinx-thebe.css?v=4fa983c6" />
+    <link rel="stylesheet" type="text/css" href="../../_static/sphinx-design.min.css?v=95c83b7e" />
+  
+  <!-- Pre-loaded scripts that we'll load fully later -->
+  <link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=dfe6caa3a7d634c4db9b" />
+<link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=dfe6caa3a7d634c4db9b" />
+  <script src="../../_static/vendor/fontawesome/6.5.2/js/all.min.js?digest=dfe6caa3a7d634c4db9b"></script>
+
+    <script src="../../_static/documentation_options.js?v=30a733bc"></script>
+    <script src="../../_static/doctools.js?v=9a2dae69"></script>
+    <script src="../../_static/sphinx_highlight.js?v=dc90522c"></script>
+    <script src="../../_static/clipboard.min.js?v=a7894cd8"></script>
+    <script src="../../_static/copybutton.js?v=f281be69"></script>
+    <script src="../../_static/scripts/sphinx-book-theme.js?v=887ef09a"></script>
+    <script>let toggleHintShow = 'Click to show';</script>
+    <script>let toggleHintHide = 'Click to hide';</script>
+    <script>let toggleOpenOnPrint = 'true';</script>
+    <script src="../../_static/togglebutton.js?v=4a39c7ea"></script>
+    <script>var togglebuttonSelector = '.toggle, .admonition.dropdown';</script>
+    <script src="../../_static/design-tabs.js?v=f930bc37"></script>
+    <script async="async" src="https://www.googletagmanager.com/gtag/js?id=G-JV2SK7CNPR"></script>
+    <script>
+                window.dataLayer = window.dataLayer || [];
+                function gtag(){ dataLayer.push(arguments); }
+                gtag('js', new Date());
+                gtag('config', 'G-JV2SK7CNPR');
+            </script>
+    <script>const THEBE_JS_URL = "https://unpkg.com/thebe@0.8.2/lib/index.js"; const thebe_selector = ".thebe,.cell"; const thebe_selector_input = "pre"; const thebe_selector_output = ".output, .cell_output"</script>
+    <script async="async" src="../../_static/sphinx-thebe.js?v=c100c467"></script>
+    <script>var togglebuttonSelector = '.toggle, .admonition.dropdown';</script>
+    <script>
+                window.dataLayer = window.dataLayer || [];
+                function gtag(){ dataLayer.push(arguments); }
+                gtag('js', new Date());
+                gtag('config', 'G-JV2SK7CNPR');
+            </script>
+    <script>const THEBE_JS_URL = "https://unpkg.com/thebe@0.8.2/lib/index.js"; const thebe_selector = ".thebe,.cell"; const thebe_selector_input = "pre"; const thebe_selector_output = ".output, .cell_output"</script>
+    <script>DOCUMENTATION_OPTIONS.pagename = 'examples/examples_layout_optimization/004_generate_gridded_layout';</script>
+    <link rel="index" title="Index" href="../../genindex.html" />
+    <link rel="search" title="Search" href="../../search.html" />
+    <link rel="next" title="Example: Separated boundaries layout optimization" href="005_layout_optimization_complex_boundary.html" />
+    <link rel="prev" title="Example: Layout optimization with genetic random search" href="003_genetic_random_search.html" />
+  <meta name="viewport" content="width=device-width, initial-scale=1"/>
+  <meta name="docsearch:language" content="python"/>
+  </head>
+  
+  
+  <body data-bs-spy="scroll" data-bs-target=".bd-toc-nav" data-offset="180" data-bs-root-margin="0px 0px -60%" data-default-mode="">
+
+  
+  
+  <div id="pst-skip-link" class="skip-link d-print-none"><a href="#main-content">Skip to main content</a></div>
+  
+  <div id="pst-scroll-pixel-helper"></div>
+  
+  <button type="button" class="btn rounded-pill" id="pst-back-to-top">
+    <i class="fa-solid fa-arrow-up"></i>Back to top</button>
+
+  
+  <input type="checkbox"
+          class="sidebar-toggle"
+          id="pst-primary-sidebar-checkbox"/>
+  <label class="overlay overlay-primary" for="pst-primary-sidebar-checkbox"></label>
+  
+  <input type="checkbox"
+          class="sidebar-toggle"
+          id="pst-secondary-sidebar-checkbox"/>
+  <label class="overlay overlay-secondary" for="pst-secondary-sidebar-checkbox"></label>
+  
+  <div class="search-button__wrapper">
+    <div class="search-button__overlay"></div>
+    <div class="search-button__search-container">
+<form class="bd-search d-flex align-items-center"
+      action="../../search.html"
+      method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search"
+         class="form-control"
+         name="q"
+         id="search-input"
+         placeholder="Search this book..."
+         aria-label="Search this book..."
+         autocomplete="off"
+         autocorrect="off"
+         autocapitalize="off"
+         spellcheck="false"/>
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form></div>
+  </div>
+
+  <div class="pst-async-banner-revealer d-none">
+  <aside id="bd-header-version-warning" class="d-none d-print-none" aria-label="Version warning"></aside>
+</div>
+
+  
+    <header class="bd-header navbar navbar-expand-lg bd-navbar d-print-none">
+    </header>
+  
+
+  <div class="bd-container">
+    <div class="bd-container__inner bd-page-width">
+      
+      
+      
+      <div class="bd-sidebar-primary bd-sidebar">
+        
+
+  
+  <div class="sidebar-header-items sidebar-primary__section">
+    
+    
+    
+    
+  </div>
+  
+    <div class="sidebar-primary-items__start sidebar-primary__section">
+        <div class="sidebar-primary-item">
+
+  
+    
+  
+
+<a class="navbar-brand logo" href="../../index.html">
+  
+  
+  
+  
+  
+    
+    
+      
+    
+    
+    <img src="../../_static/docs_image.png" class="logo__image only-light" alt="FLORIS - Home"/>
+    <script>document.write(`<img src="../../_static/docs_image.png" class="logo__image only-dark" alt="FLORIS - Home"/>`);</script>
+  
+  
+</a></div>
+        <div class="sidebar-primary-item">
+
+ <script>
+ document.write(`
+   <button class="btn search-button-field search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="fa-solid fa-magnifying-glass"></i>
+    <span class="search-button__default-text">Search</span>
+    <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd class="kbd-shortcut__modifier">K</kbd></span>
+   </button>
+ `);
+ </script></div>
+        <div class="sidebar-primary-item"><nav class="bd-links bd-docs-nav" aria-label="Main">
+    <div class="bd-toc-item navbar-nav active">
+        
+        <ul class="nav bd-sidenav bd-sidenav__home-link">
+            <li class="toctree-l1">
+                <a class="reference internal" href="../../index.html">
+                    FLORIS Wake Modeling & Wind Farm Controls
+                </a>
+            </li>
+        </ul>
+        <p aria-level="2" class="caption" role="heading"><span class="caption-text">Getting Started</span></p>
+<ul class="nav bd-sidenav">
+<li class="toctree-l1"><a class="reference internal" href="../../installation.html">Installation</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../v3_to_v4.html">Switching from FLORIS v3 to v4</a></li>
+</ul>
+<p aria-level="2" class="caption" role="heading"><span class="caption-text">User Reference</span></p>
+<ul class="nav bd-sidenav">
+<li class="toctree-l1"><a class="reference internal" href="../../intro_concepts.html">Introductory Concepts</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../advanced_concepts.html">Advanced Concepts</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../wind_data_user.html">Wind Data Objects</a></li>
+
+<li class="toctree-l1"><a class="reference internal" href="../../heterogeneous_map.html">Heterogeneous Map</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../floating_wind_turbine.html">Floating Wind Turbine Modeling</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../turbine_interaction.html">Turbine Library Interface</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../operation_models_user.html">Turbine Operation Models</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../layout_optimization.html">Layout Optimization</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../input_reference_main.html">Main Input File Reference</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../input_reference_turbine.html">Turbine Input File Reference</a></li>
+</ul>
+<p aria-level="2" class="caption" role="heading"><span class="caption-text">Theory and Background</span></p>
+<ul class="nav bd-sidenav">
+<li class="toctree-l1 has-children"><a class="reference internal" href="../../wake_models.html">Wake Models</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
+<li class="toctree-l2"><a class="reference internal" href="../../empirical_gauss_model.html">Empirical Gaussian model</a></li>
+</ul>
+</details></li>
+<li class="toctree-l1"><a class="reference internal" href="../../bibliography.html">Bibliography</a></li>
+</ul>
+<p aria-level="2" class="caption" role="heading"><span class="caption-text">Developer Reference</span></p>
+<ul class="nav bd-sidenav">
+<li class="toctree-l1"><a class="reference internal" href="../../dev_guide.html">Developer's Guide</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../architecture.html">Architecture and Design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../code_quality.html">Code Quality</a></li>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../../api_docs.html">API Documentation</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
+<li class="toctree-l2"><a class="reference internal" href="../../_autosummary/floris.flow_visualization.html">floris.flow_visualization</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../_autosummary/floris.floris_model.html">floris.floris_model</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../_autosummary/floris.wind_data.html">floris.wind_data</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../_autosummary/floris.uncertain_floris_model.html">floris.uncertain_floris_model</a></li>
+<li class="toctree-l2 has-children"><a class="reference internal" href="../../_autosummary/floris.turbine_library.html">floris.turbine_library</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
+<li class="toctree-l3"><a class="reference internal" href="../../_autosummary/floris.turbine_library.turbine_previewer.html">floris.turbine_library.turbine_previewer</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../../_autosummary/floris.turbine_library.turbine_utilities.html">floris.turbine_library.turbine_utilities</a></li>
+</ul>
+</details></li>
+<li class="toctree-l2"><a class="reference internal" href="../../_autosummary/floris.parallel_floris_model.html">floris.parallel_floris_model</a></li>
+<li class="toctree-l2 has-children"><a class="reference internal" href="../../_autosummary/floris.optimization.html">floris.optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
+<li class="toctree-l3 has-children"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
+<li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_scipy.html">floris.optimization.layout_optimization.layout_optimization_scipy</a></li>
+</ul>
+</details></li>
+<li class="toctree-l3 has-children"><a class="reference internal" href="../../_autosummary/floris.optimization.other.html">floris.optimization.other</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
+<li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.other.boundary_grid.html">floris.optimization.other.boundary_grid</a></li>
+</ul>
+</details></li>
+<li class="toctree-l3 has-children"><a class="reference internal" href="../../_autosummary/floris.optimization.yaw_optimization.html">floris.optimization.yaw_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
+<li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.yaw_optimization.yaw_optimization_base.html">floris.optimization.yaw_optimization.yaw_optimization_base</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.yaw_optimization.yaw_optimization_tools.html">floris.optimization.yaw_optimization.yaw_optimization_tools</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.yaw_optimization.yaw_optimizer_geometric.html">floris.optimization.yaw_optimization.yaw_optimizer_geometric</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.yaw_optimization.yaw_optimizer_scipy.html">floris.optimization.yaw_optimization.yaw_optimizer_scipy</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.yaw_optimization.yaw_optimizer_sr.html">floris.optimization.yaw_optimization.yaw_optimizer_sr</a></li>
+</ul>
+</details></li>
+</ul>
+</details></li>
+<li class="toctree-l2"><a class="reference internal" href="../../_autosummary/floris.layout_visualization.html">floris.layout_visualization</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../_autosummary/floris.cut_plane.html">floris.cut_plane</a></li>
+<li class="toctree-l2 has-children"><a class="reference internal" href="../../_autosummary/floris.core.html">floris.core</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
+<li class="toctree-l3"><a class="reference internal" href="../../_autosummary/floris.core.base.html">floris.core.base</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../../_autosummary/floris.core.core.html">floris.core.core</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../../_autosummary/floris.core.farm.html">floris.core.farm</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../../_autosummary/floris.core.flow_field.html">floris.core.flow_field</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../../_autosummary/floris.core.grid.html">floris.core.grid</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../../_autosummary/floris.core.rotor_velocity.html">floris.core.rotor_velocity</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../../_autosummary/floris.core.solver.html">floris.core.solver</a></li>
+<li class="toctree-l3 has-children"><a class="reference internal" href="../../_autosummary/floris.core.turbine.html">floris.core.turbine</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
+<li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.core.turbine.operation_models.html">floris.core.turbine.operation_models</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.core.turbine.turbine.html">floris.core.turbine.turbine</a></li>
+</ul>
+</details></li>
+<li class="toctree-l3"><a class="reference internal" href="../../_autosummary/floris.core.wake.html">floris.core.wake</a></li>
+<li class="toctree-l3 has-children"><a class="reference internal" href="../../_autosummary/floris.core.wake_combination.html">floris.core.wake_combination</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
+<li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.core.wake_combination.fls.html">floris.core.wake_combination.fls</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.core.wake_combination.max.html">floris.core.wake_combination.max</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.core.wake_combination.sosfs.html">floris.core.wake_combination.sosfs</a></li>
+</ul>
+</details></li>
+<li class="toctree-l3 has-children"><a class="reference internal" href="../../_autosummary/floris.core.wake_deflection.html">floris.core.wake_deflection</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
+<li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.core.wake_deflection.empirical_gauss.html">floris.core.wake_deflection.empirical_gauss</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.core.wake_deflection.gauss.html">floris.core.wake_deflection.gauss</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.core.wake_deflection.jimenez.html">floris.core.wake_deflection.jimenez</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.core.wake_deflection.none.html">floris.core.wake_deflection.none</a></li>
+</ul>
+</details></li>
+<li class="toctree-l3 has-children"><a class="reference internal" href="../../_autosummary/floris.core.wake_turbulence.html">floris.core.wake_turbulence</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
+<li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.core.wake_turbulence.crespo_hernandez.html">floris.core.wake_turbulence.crespo_hernandez</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.core.wake_turbulence.none.html">floris.core.wake_turbulence.none</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.core.wake_turbulence.wake_induced_mixing.html">floris.core.wake_turbulence.wake_induced_mixing</a></li>
+</ul>
+</details></li>
+<li class="toctree-l3 has-children"><a class="reference internal" href="../../_autosummary/floris.core.wake_velocity.html">floris.core.wake_velocity</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
+<li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.core.wake_velocity.cumulative_gauss_curl.html">floris.core.wake_velocity.cumulative_gauss_curl</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.core.wake_velocity.empirical_gauss.html">floris.core.wake_velocity.empirical_gauss</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.core.wake_velocity.gauss.html">floris.core.wake_velocity.gauss</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.core.wake_velocity.jensen.html">floris.core.wake_velocity.jensen</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.core.wake_velocity.none.html">floris.core.wake_velocity.none</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.core.wake_velocity.turbopark.html">floris.core.wake_velocity.turbopark</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.core.wake_velocity.turboparkgauss.html">floris.core.wake_velocity.turboparkgauss</a></li>
+</ul>
+</details></li>
+</ul>
+</details></li>
+<li class="toctree-l2"><a class="reference internal" href="../../_autosummary/floris.convert_turbine_v3_to_v4.html">floris.convert_turbine_v3_to_v4</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../_autosummary/floris.convert_floris_input_v3_to_v4.html">floris.convert_floris_input_v3_to_v4</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../_autosummary/floris.utilities.html">floris.utilities</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../_autosummary/floris.type_dec.html">floris.type_dec</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../_autosummary/floris.logging_manager.html">floris.logging_manager</a></li>
+</ul>
+</details></li>
+</ul>
+<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples</span></p>
+<ul class="nav bd-sidenav">
+<li class="toctree-l1"><a class="reference internal" href="../001_opening_floris_computing_power.html">Example 1: Opening FLORIS and Computing Power</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../002_visualizations.html">Example 2: Visualizations</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../003_wind_data_objects.html">Example 3: Wind Data Objects</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../004_set.html">Example 4: Set</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../005_getting_power.html">Example 5: Getting Turbine and Farm Power</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../006_get_farm_aep.html">Example 6: Getting Expected Power and AEP</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../007_sweeping_variables.html">Example 7: Sweeping Variables</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../008_uncertain_models.html">Example 8: Uncertain Models</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../009_compare_farm_power_with_neighbor.html">Example 9: Compare farm power with neighboring farm</a></li>
+</ul>
+<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Control optimization</span></p>
+<ul class="nav bd-sidenav">
+<li class="toctree-l1"><a class="reference internal" href="../examples_control_optimization/001_opt_yaw_single_ws.html">Example: Optimize yaw for a single wind speed and multiple wind directions</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_control_optimization/002_opt_yaw_single_ws_uncertain.html">Example: Optimize yaw for a single wind speed and multiple wind directions.</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_control_optimization/003_opt_yaw_multiple_ws.html">Example: Optimize yaw for multiple wind directions and multiple wind speeds.</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_control_optimization/004_optimize_yaw_aep.html">Example: Optimize yaw and compare AEP</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_control_optimization/005_optimize_yaw_aep_parallel.html">Example: Optimize yaw and compare AEP in parallel</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_control_optimization/006_compare_yaw_optimizers.html">Example: Compare yaw optimizers</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_control_optimization/007_optimize_yaw_with_neighbor_farms.html">Example: Optimize yaw with neighbor farm</a></li>
+</ul>
+<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Control types</span></p>
+<ul class="nav bd-sidenav">
+<li class="toctree-l1"><a class="reference internal" href="../examples_control_types/001_derating_control.html">Example of using the simple-derating control model in FLORIS.</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_control_types/002_disable_turbines.html">Example: Disabling turbines</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_control_types/003_setting_yaw_and_disabling.html">Example: Setting yaw angles and disabling turbine</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_control_types/004_helix_active_wake_mixing.html">Example: Helix active wake mixing</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_control_types/005_peak_shaving.html">Example of using the peak-shaving turbine operation model.</a></li>
+</ul>
+<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Emgauss</span></p>
+<ul class="nav bd-sidenav">
+<li class="toctree-l1"><a class="reference internal" href="../examples_emgauss/001_empirical_gauss_velocity_deficit_parameters.html">Example: Empirical Gaussian velocity deficit parameters</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_emgauss/002_empirical_gauss_deflection_parameters.html">Example: Empirical Gaussian deflection parameters</a></li>
+</ul>
+<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Floating</span></p>
+<ul class="nav bd-sidenav">
+<li class="toctree-l1"><a class="reference internal" href="../examples_floating/001_floating_turbine_models.html">Example: Floating turbines</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_floating/002_floating_vs_fixedbottom_farm.html">Example: Floating vs fixed-bottom farm</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_floating/003_tilt_driven_vertical_wake_deflection.html">Example: Tilt-driven vertical wake deflection</a></li>
+</ul>
+<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Get flow</span></p>
+<ul class="nav bd-sidenav">
+<li class="toctree-l1"><a class="reference internal" href="../examples_get_flow/001_extract_wind_speed_at_turbines.html">Example: Extract wind speed at turbines</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_get_flow/002_extract_wind_speed_at_points.html">Example: Extract wind speed at points</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_get_flow/003_plot_velocity_deficit_profiles.html">Example: Plot velocity deficit profiles</a></li>
+</ul>
+<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Heterogeneous</span></p>
+<ul class="nav bd-sidenav">
+<li class="toctree-l1"><a class="reference internal" href="../examples_heterogeneous/001_heterogeneous_inflow_single.html">Example: Heterogeneous Inflow for single case</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_heterogeneous/002_heterogeneous_using_wind_data.html">Example: Heterogeneous Inflow using wind data</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_heterogeneous/003_heterogeneous_speedup_by_wd_and_ws.html">Example: Heterogeneous Speedup by Wind Direction and Wind Speed</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_heterogeneous/004_heterogeneous_2d_and_3d.html">Example: Heterogeneous Inflow in 2D and 3D</a></li>
+</ul>
+<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Layout optimization</span></p>
+<ul class="current nav bd-sidenav">
+<li class="toctree-l1"><a class="reference internal" href="001_optimize_layout.html">Example: Optimize Layout</a></li>
+<li class="toctree-l1"><a class="reference internal" href="002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
+<li class="toctree-l1"><a class="reference internal" href="003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1 current active"><a class="current reference internal" href="#">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
+</ul>
+<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
+<ul class="nav bd-sidenav">
+<li class="toctree-l1"><a class="reference internal" href="../examples_multidim/001_multi_dimensional_cp_ct.html">Example: Multi-dimensional Cp/Ct data</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_multidim/002_multi_dimensional_cp_ct_2Hs.html">Example: Multi-dimensional Cp/Ct with 2 Hs values</a></li>
+</ul>
+<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Turbine</span></p>
+<ul class="nav bd-sidenav">
+<li class="toctree-l1"><a class="reference internal" href="../examples_turbine/001_check_turbine.html">Example: Check turbine power curves</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_turbine/002_multiple_turbine_types.html">Example: Multiple turbine types</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_turbine/003_specify_turbine_power_curve.html">Example: Specify turbine power curve</a></li>
+</ul>
+<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Turbopark</span></p>
+<ul class="nav bd-sidenav">
+<li class="toctree-l1"><a class="reference internal" href="../examples_turbopark/001_compare_turbopark_implementations.html">Example: Compare TurbOPark model implementations</a></li>
+</ul>
+<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Uncertain</span></p>
+<ul class="nav bd-sidenav">
+<li class="toctree-l1"><a class="reference internal" href="../examples_uncertain/001_uncertain_model_params.html">Example: Uncertain Model Parameters</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_uncertain/002_approx_floris_model.html">Example: Approximate Model Parameters</a></li>
+</ul>
+<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Visualizations</span></p>
+<ul class="nav bd-sidenav">
+<li class="toctree-l1"><a class="reference internal" href="../examples_visualizations/001_layout_visualizations.html">Example: Layout Visualizations</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_visualizations/002_visualize_y_cut_plane.html">Example: Visualize y cut plane</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_visualizations/003_visualize_cross_plane.html">Example: Visualize cross plane</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_visualizations/004_visualize_rotor_values.html">Example: Visualize rotor velocities</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_visualizations/005_visualize_flow_by_sweeping_turbines.html">Example: Visualize flow by sweeping turbines</a></li>
+</ul>
+<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Wind data</span></p>
+<ul class="nav bd-sidenav">
+<li class="toctree-l1"><a class="reference internal" href="../examples_wind_data/001_wind_data_comparisons.html">Example: Wind Data Comparisons</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_wind_data/002_generate_ti.html">Example: Generate TI</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_wind_data/003_generate_value.html">Example: Generate value</a></li>
+</ul>
+<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Wind resource grid</span></p>
+<ul class="nav bd-sidenav">
+<li class="toctree-l1"><a class="reference internal" href="../examples_wind_resource_grid/000_generate_example_wrg.html">Example: Generate Example WRG File</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_wind_resource_grid/001_wind_rose_wrg.html">Example: WindRoseWRG</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_wind_resource_grid/002_set_floris_with_wrg.html">Example: Setting FLORIS with WindRoseWRG</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_wind_resource_grid/003_wrg_compar_layout_optimization.html">Example: Layout optimization with WindRoseWRG comparison</a></li>
+</ul>
+
+    </div>
+</nav></div>
+    </div>
+  
+  
+  <div class="sidebar-primary-items__end sidebar-primary__section">
+  </div>
+  
+  <div id="rtd-footer-container"></div>
+
+
+      </div>
+      
+      <main id="main-content" class="bd-main" role="main">
+        
+        
+
+<div class="sbt-scroll-pixel-helper"></div>
+
+          <div class="bd-content">
+            <div class="bd-article-container">
+              
+              <div class="bd-header-article d-print-none">
+<div class="header-article-items header-article__inner">
+  
+    <div class="header-article-items__start">
+      
+        <div class="header-article-item"><button class="sidebar-toggle primary-toggle btn btn-sm" title="Toggle primary sidebar" data-bs-placement="bottom" data-bs-toggle="tooltip">
+  <span class="fa-solid fa-bars"></span>
+</button></div>
+      
+    </div>
+  
+  
+    <div class="header-article-items__end">
+      
+        <div class="header-article-item">
+
+<div class="article-header-buttons">
+
+
+
+
+
+<div class="dropdown dropdown-source-buttons">
+  <button class="btn dropdown-toggle" type="button" data-bs-toggle="dropdown" aria-expanded="false" aria-label="Source repositories">
+    <i class="fab fa-github"></i>
+  </button>
+  <ul class="dropdown-menu">
+      
+      
+      
+      <li><a href="https://github.com/NREL/floris" target="_blank"
+   class="btn btn-sm btn-source-repository-button dropdown-item"
+   title="Source repository"
+   data-bs-placement="left" data-bs-toggle="tooltip"
+>
+  
+
+<span class="btn__icon-container">
+  <i class="fab fa-github"></i>
+  </span>
+<span class="btn__text-container">Repository</span>
+</a>
+</li>
+      
+      
+      
+      
+      <li><a href="https://github.com/NREL/floris/edit/main/docs/examples/examples_layout_optimization/004_generate_gridded_layout.ipynb" target="_blank"
+   class="btn btn-sm btn-source-edit-button dropdown-item"
+   title="Suggest edit"
+   data-bs-placement="left" data-bs-toggle="tooltip"
+>
+  
+
+<span class="btn__icon-container">
+  <i class="fas fa-pencil-alt"></i>
+  </span>
+<span class="btn__text-container">Suggest edit</span>
+</a>
+</li>
+      
+      
+      
+      
+      <li><a href="https://github.com/NREL/floris/issues/new?title=Issue%20on%20page%20%2Fexamples/examples_layout_optimization/004_generate_gridded_layout.html&body=Your%20issue%20content%20here." target="_blank"
+   class="btn btn-sm btn-source-issues-button dropdown-item"
+   title="Open an issue"
+   data-bs-placement="left" data-bs-toggle="tooltip"
+>
+  
+
+<span class="btn__icon-container">
+  <i class="fas fa-lightbulb"></i>
+  </span>
+<span class="btn__text-container">Open issue</span>
+</a>
+</li>
+      
+  </ul>
+</div>
+
+
+
+
+
+
+<div class="dropdown dropdown-download-buttons">
+  <button class="btn dropdown-toggle" type="button" data-bs-toggle="dropdown" aria-expanded="false" aria-label="Download this page">
+    <i class="fas fa-download"></i>
+  </button>
+  <ul class="dropdown-menu">
+      
+      
+      
+      <li><a href="../../_sources/examples/examples_layout_optimization/004_generate_gridded_layout.ipynb" target="_blank"
+   class="btn btn-sm btn-download-source-button dropdown-item"
+   title="Download source file"
+   data-bs-placement="left" data-bs-toggle="tooltip"
+>
+  
+
+<span class="btn__icon-container">
+  <i class="fas fa-file"></i>
+  </span>
+<span class="btn__text-container">.ipynb</span>
+</a>
+</li>
+      
+      
+      
+      
+      <li>
+<button onclick="window.print()"
+  class="btn btn-sm btn-download-pdf-button dropdown-item"
+  title="Print to PDF"
+  data-bs-placement="left" data-bs-toggle="tooltip"
+>
+  
+
+<span class="btn__icon-container">
+  <i class="fas fa-file-pdf"></i>
+  </span>
+<span class="btn__text-container">.pdf</span>
+</button>
+</li>
+      
+  </ul>
+</div>
+
+
+
+
+<button onclick="toggleFullScreen()"
+  class="btn btn-sm btn-fullscreen-button"
+  title="Fullscreen mode"
+  data-bs-placement="bottom" data-bs-toggle="tooltip"
+>
+  
+
+<span class="btn__icon-container">
+  <i class="fas fa-expand"></i>
+  </span>
+
+</button>
+
+
+
+<script>
+document.write(`
+  <button class="btn btn-sm nav-link pst-navbar-icon theme-switch-button" title="light/dark" aria-label="light/dark" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="theme-switch fa-solid fa-sun fa-lg" data-mode="light"></i>
+    <i class="theme-switch fa-solid fa-moon fa-lg" data-mode="dark"></i>
+    <i class="theme-switch fa-solid fa-circle-half-stroke fa-lg" data-mode="auto"></i>
+  </button>
+`);
+</script>
+
+
+<script>
+document.write(`
+  <button class="btn btn-sm pst-navbar-icon search-button search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="fa-solid fa-magnifying-glass fa-lg"></i>
+  </button>
+`);
+</script>
+
+</div></div>
+      
+    </div>
+  
+</div>
+</div>
+              
+              
+
+<div id="jb-print-docs-body" class="onlyprint">
+    <h1>Example: Gridded layout design</h1>
+    <!-- Table of contents -->
+    <div id="print-main-content">
+        <div id="jb-print-toc">
+            
+        </div>
+    </div>
+</div>
+
+              
+                
+<div id="searchbox"></div>
+                <article class="bd-article">
+                  
+  <section class="tex2jax_ignore mathjax_ignore" id="example-gridded-layout-design">
+<h1>Example: Gridded layout design<a class="headerlink" href="#example-gridded-layout-design" title="Link to this heading">#</a></h1>
+<div class="cell docutils container">
+<div class="cell_input docutils container">
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="sd">&quot;&quot;&quot;Example: Gridded layout design</span>
+<span class="sd">This example shows a layout optimization that places as many turbines as</span>
+<span class="sd">possible into a given boundary using a gridded layout pattern.</span>
+<span class="sd">&quot;&quot;&quot;</span>
+
+<span class="kn">import</span> <span class="nn">matplotlib.pyplot</span> <span class="k">as</span> <span class="nn">plt</span>
+<span class="kn">import</span> <span class="nn">numpy</span> <span class="k">as</span> <span class="nn">np</span>
+
+<span class="kn">from</span> <span class="nn">floris</span> <span class="kn">import</span> <span class="n">FlorisModel</span><span class="p">,</span> <span class="n">WindRose</span>
+<span class="kn">from</span> <span class="nn">floris.optimization.layout_optimization.layout_optimization_gridded</span> <span class="kn">import</span> <span class="p">(</span>
+    <span class="n">LayoutOptimizationGridded</span><span class="p">,</span>
+<span class="p">)</span>
+
+
+<span class="k">if</span> <span class="vm">__name__</span> <span class="o">==</span> <span class="s1">&#39;__main__&#39;</span><span class="p">:</span>
+    <span class="c1"># Load the Floris model</span>
+    <span class="n">fmodel</span> <span class="o">=</span> <span class="n">FlorisModel</span><span class="p">(</span><span class="s1">&#39;../inputs/gch.yaml&#39;</span><span class="p">)</span>
+
+    <span class="c1"># Set the boundaries</span>
+    <span class="c1"># The boundaries for the turbines, specified as vertices</span>
+    <span class="n">boundaries</span> <span class="o">=</span> <span class="p">[(</span><span class="mf">0.0</span><span class="p">,</span> <span class="mf">0.0</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.0</span><span class="p">,</span> <span class="mf">1000.0</span><span class="p">),</span> <span class="p">(</span><span class="mf">1000.0</span><span class="p">,</span> <span class="mf">1000.0</span><span class="p">),</span> <span class="p">(</span><span class="mf">1000.0</span><span class="p">,</span> <span class="mf">0.0</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.0</span><span class="p">,</span> <span class="mf">0.0</span><span class="p">)]</span>
+
+    <span class="c1"># Set up the optimization object with 5D spacing</span>
+    <span class="n">layout_opt</span> <span class="o">=</span> <span class="n">LayoutOptimizationGridded</span><span class="p">(</span>
+        <span class="n">fmodel</span><span class="p">,</span>
+        <span class="n">boundaries</span><span class="p">,</span>
+        <span class="n">min_dist_D</span><span class="o">=</span><span class="mf">5.</span><span class="p">,</span> <span class="c1"># results in spacing of 5*125.88 = 629.4 m</span>
+        <span class="n">min_dist</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="c1"># Alternatively, can specify spacing directly in meters</span>
+    <span class="p">)</span>
+
+    <span class="n">layout_opt</span><span class="o">.</span><span class="n">optimize</span><span class="p">()</span>
+
+    <span class="c1"># Note that the &quot;initial&quot; layout that is provided with the fmodel is</span>
+    <span class="c1"># not used by the layout optimization.</span>
+    <span class="n">layout_opt</span><span class="o">.</span><span class="n">plot_layout_opt_results</span><span class="p">()</span>
+
+    <span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>
+<span class="kn">import</span> <span class="nn">warnings</span>
+<span class="n">warnings</span><span class="o">.</span><span class="n">filterwarnings</span><span class="p">(</span><span class="s1">&#39;ignore&#39;</span><span class="p">)</span>
+</pre></div>
+</div>
+</div>
+<div class="cell_output docutils container">
+<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span><span class=" -Color -Color-Blue">floris.optimization.layout_optimization.layout_optimization_gridded.LayoutOptimizationGridded</span> <span class=" -Color -Color-Bold -Color-Bold-Black">WARNING</span> <span class=" -Color -Color-Yellow">Running layout optimization without a WindData object (e.g. TimeSeries, WindRose, WindTIRose). We suggest that the user set the wind conditions (and if applicable, frequencies and values) on the FlorisModel using the wind_data keyword argument for layout optimizations to capture frequencies and the value of the energy production accurately. If a WindData object is not defined, uniform frequencies will be assumed. If use_value is True and a WindData object is not defined, a value of 1 will be used for each wind condition and layout optimization will simply be performed to maximize AEP.</span>
+</pre></div>
+</div>
+<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span><span class=" -Color -Color-Blue">floris.floris_model.FlorisModel</span> <span class=" -Color -Color-Bold -Color-Bold-Black">WARNING</span> <span class=" -Color -Color-Yellow">Computing AEP with uniform frequencies. Results results may not reflect annual operation.</span>
+</pre></div>
+</div>
+<img alt="../../_images/17c245f94d23f12fb79eaba0048d68b2d272d1bfe2c570649a15613e58ee7300.png" src="../../_images/17c245f94d23f12fb79eaba0048d68b2d272d1bfe2c570649a15613e58ee7300.png" />
+</div>
+</div>
+</section>
+
+    <script type="text/x-thebe-config">
+    {
+        requestKernel: true,
+        binderOptions: {
+            repo: "binder-examples/jupyter-stacks-datascience",
+            ref: "master",
+        },
+        codeMirrorConfig: {
+            theme: "abcdef",
+            mode: "python"
+        },
+        kernelOptions: {
+            name: "python3",
+            path: "./examples/examples_layout_optimization"
+        },
+        predefinedOutput: true
+    }
+    </script>
+    <script>kernelName = 'python3'</script>
+
+                </article>
+              
+
+              
+              
+              
+              
+                <footer class="prev-next-footer d-print-none">
+                  
+<div class="prev-next-area">
+    <a class="left-prev"
+       href="003_genetic_random_search.html"
+       title="previous page">
+      <i class="fa-solid fa-angle-left"></i>
+      <div class="prev-next-info">
+        <p class="prev-next-subtitle">previous</p>
+        <p class="prev-next-title">Example: Layout optimization with genetic random search</p>
+      </div>
+    </a>
+    <a class="right-next"
+       href="005_layout_optimization_complex_boundary.html"
+       title="next page">
+      <div class="prev-next-info">
+        <p class="prev-next-subtitle">next</p>
+        <p class="prev-next-title">Example: Separated boundaries layout optimization</p>
+      </div>
+      <i class="fa-solid fa-angle-right"></i>
+    </a>
+</div>
+                </footer>
+              
+            </div>
+            
+            
+              
+            
+          </div>
+          <footer class="bd-footer-content">
+            
+<div class="bd-footer-content__inner container">
+  
+  <div class="footer-item">
+    
+<p class="component-author">
+By National Renewable Energy Laboratory
+</p>
+
+  </div>
+  
+  <div class="footer-item">
+    
+
+  <p class="copyright">
+    
+      © Copyright 2023.
+      <br/>
+    
+  </p>
+
+  </div>
+  
+  <div class="footer-item">
+    
+  </div>
+  
+  <div class="footer-item">
+    
+  </div>
+  
+</div>
+          </footer>
+        
+
+      </main>
+    </div>
+  </div>
+  
+  <!-- Scripts loaded after <body> so the DOM is not blocked -->
+  <script src="../../_static/scripts/bootstrap.js?digest=dfe6caa3a7d634c4db9b"></script>
+<script src="../../_static/scripts/pydata-sphinx-theme.js?digest=dfe6caa3a7d634c4db9b"></script>
+
+  <footer class="bd-footer">
+  </footer>
+  </body>
+</html>
\ No newline at end of file
diff --git a/examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html b/examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html
new file mode 100644
index 000000000..bb6fb6476
--- /dev/null
+++ b/examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html
@@ -0,0 +1,918 @@
+
+<!DOCTYPE html>
+
+
+<html lang="python" data-content_root="../../" >
+
+  <head>
+    <meta charset="utf-8" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
+
+    <title>Example: Separated boundaries layout optimization &#8212; FLORIS</title>
+  
+  
+  
+  <script data-cfasync="false">
+    document.documentElement.dataset.mode = localStorage.getItem("mode") || "";
+    document.documentElement.dataset.theme = localStorage.getItem("theme") || "";
+  </script>
+  
+  <!-- Loaded before other Sphinx assets -->
+  <link href="../../_static/styles/theme.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
+<link href="../../_static/styles/bootstrap.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
+<link href="../../_static/styles/pydata-sphinx-theme.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
+
+  
+  <link href="../../_static/vendor/fontawesome/6.5.2/css/all.min.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
+  <link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.5.2/webfonts/fa-solid-900.woff2" />
+<link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.5.2/webfonts/fa-brands-400.woff2" />
+<link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.5.2/webfonts/fa-regular-400.woff2" />
+
+    <link rel="stylesheet" type="text/css" href="../../_static/pygments.css?v=fa44fd50" />
+    <link rel="stylesheet" type="text/css" href="../../_static/styles/sphinx-book-theme.css?v=a3416100" />
+    <link rel="stylesheet" type="text/css" href="../../_static/togglebutton.css?v=13237357" />
+    <link rel="stylesheet" type="text/css" href="../../_static/copybutton.css?v=76b2166b" />
+    <link rel="stylesheet" type="text/css" href="../../_static/mystnb.4510f1fc1dee50b3e5859aac5469c37c29e427902b24a333a5f9fcb2f0b3ac41.css" />
+    <link rel="stylesheet" type="text/css" href="../../_static/sphinx-thebe.css?v=4fa983c6" />
+    <link rel="stylesheet" type="text/css" href="../../_static/sphinx-design.min.css?v=95c83b7e" />
+  
+  <!-- Pre-loaded scripts that we'll load fully later -->
+  <link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=dfe6caa3a7d634c4db9b" />
+<link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=dfe6caa3a7d634c4db9b" />
+  <script src="../../_static/vendor/fontawesome/6.5.2/js/all.min.js?digest=dfe6caa3a7d634c4db9b"></script>
+
+    <script src="../../_static/documentation_options.js?v=30a733bc"></script>
+    <script src="../../_static/doctools.js?v=9a2dae69"></script>
+    <script src="../../_static/sphinx_highlight.js?v=dc90522c"></script>
+    <script src="../../_static/clipboard.min.js?v=a7894cd8"></script>
+    <script src="../../_static/copybutton.js?v=f281be69"></script>
+    <script src="../../_static/scripts/sphinx-book-theme.js?v=887ef09a"></script>
+    <script>let toggleHintShow = 'Click to show';</script>
+    <script>let toggleHintHide = 'Click to hide';</script>
+    <script>let toggleOpenOnPrint = 'true';</script>
+    <script src="../../_static/togglebutton.js?v=4a39c7ea"></script>
+    <script>var togglebuttonSelector = '.toggle, .admonition.dropdown';</script>
+    <script src="../../_static/design-tabs.js?v=f930bc37"></script>
+    <script async="async" src="https://www.googletagmanager.com/gtag/js?id=G-JV2SK7CNPR"></script>
+    <script>
+                window.dataLayer = window.dataLayer || [];
+                function gtag(){ dataLayer.push(arguments); }
+                gtag('js', new Date());
+                gtag('config', 'G-JV2SK7CNPR');
+            </script>
+    <script>const THEBE_JS_URL = "https://unpkg.com/thebe@0.8.2/lib/index.js"; const thebe_selector = ".thebe,.cell"; const thebe_selector_input = "pre"; const thebe_selector_output = ".output, .cell_output"</script>
+    <script async="async" src="../../_static/sphinx-thebe.js?v=c100c467"></script>
+    <script>var togglebuttonSelector = '.toggle, .admonition.dropdown';</script>
+    <script>
+                window.dataLayer = window.dataLayer || [];
+                function gtag(){ dataLayer.push(arguments); }
+                gtag('js', new Date());
+                gtag('config', 'G-JV2SK7CNPR');
+            </script>
+    <script>const THEBE_JS_URL = "https://unpkg.com/thebe@0.8.2/lib/index.js"; const thebe_selector = ".thebe,.cell"; const thebe_selector_input = "pre"; const thebe_selector_output = ".output, .cell_output"</script>
+    <script>DOCUMENTATION_OPTIONS.pagename = 'examples/examples_layout_optimization/005_layout_optimization_complex_boundary';</script>
+    <link rel="index" title="Index" href="../../genindex.html" />
+    <link rel="search" title="Search" href="../../search.html" />
+    <link rel="next" title="Example: Multi-dimensional Cp/Ct data" href="../examples_multidim/001_multi_dimensional_cp_ct.html" />
+    <link rel="prev" title="Example: Gridded layout design" href="004_generate_gridded_layout.html" />
+  <meta name="viewport" content="width=device-width, initial-scale=1"/>
+  <meta name="docsearch:language" content="python"/>
+  </head>
+  
+  
+  <body data-bs-spy="scroll" data-bs-target=".bd-toc-nav" data-offset="180" data-bs-root-margin="0px 0px -60%" data-default-mode="">
+
+  
+  
+  <div id="pst-skip-link" class="skip-link d-print-none"><a href="#main-content">Skip to main content</a></div>
+  
+  <div id="pst-scroll-pixel-helper"></div>
+  
+  <button type="button" class="btn rounded-pill" id="pst-back-to-top">
+    <i class="fa-solid fa-arrow-up"></i>Back to top</button>
+
+  
+  <input type="checkbox"
+          class="sidebar-toggle"
+          id="pst-primary-sidebar-checkbox"/>
+  <label class="overlay overlay-primary" for="pst-primary-sidebar-checkbox"></label>
+  
+  <input type="checkbox"
+          class="sidebar-toggle"
+          id="pst-secondary-sidebar-checkbox"/>
+  <label class="overlay overlay-secondary" for="pst-secondary-sidebar-checkbox"></label>
+  
+  <div class="search-button__wrapper">
+    <div class="search-button__overlay"></div>
+    <div class="search-button__search-container">
+<form class="bd-search d-flex align-items-center"
+      action="../../search.html"
+      method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search"
+         class="form-control"
+         name="q"
+         id="search-input"
+         placeholder="Search this book..."
+         aria-label="Search this book..."
+         autocomplete="off"
+         autocorrect="off"
+         autocapitalize="off"
+         spellcheck="false"/>
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form></div>
+  </div>
+
+  <div class="pst-async-banner-revealer d-none">
+  <aside id="bd-header-version-warning" class="d-none d-print-none" aria-label="Version warning"></aside>
+</div>
+
+  
+    <header class="bd-header navbar navbar-expand-lg bd-navbar d-print-none">
+    </header>
+  
+
+  <div class="bd-container">
+    <div class="bd-container__inner bd-page-width">
+      
+      
+      
+      <div class="bd-sidebar-primary bd-sidebar">
+        
+
+  
+  <div class="sidebar-header-items sidebar-primary__section">
+    
+    
+    
+    
+  </div>
+  
+    <div class="sidebar-primary-items__start sidebar-primary__section">
+        <div class="sidebar-primary-item">
+
+  
+    
+  
+
+<a class="navbar-brand logo" href="../../index.html">
+  
+  
+  
+  
+  
+    
+    
+      
+    
+    
+    <img src="../../_static/docs_image.png" class="logo__image only-light" alt="FLORIS - Home"/>
+    <script>document.write(`<img src="../../_static/docs_image.png" class="logo__image only-dark" alt="FLORIS - Home"/>`);</script>
+  
+  
+</a></div>
+        <div class="sidebar-primary-item">
+
+ <script>
+ document.write(`
+   <button class="btn search-button-field search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="fa-solid fa-magnifying-glass"></i>
+    <span class="search-button__default-text">Search</span>
+    <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd class="kbd-shortcut__modifier">K</kbd></span>
+   </button>
+ `);
+ </script></div>
+        <div class="sidebar-primary-item"><nav class="bd-links bd-docs-nav" aria-label="Main">
+    <div class="bd-toc-item navbar-nav active">
+        
+        <ul class="nav bd-sidenav bd-sidenav__home-link">
+            <li class="toctree-l1">
+                <a class="reference internal" href="../../index.html">
+                    FLORIS Wake Modeling & Wind Farm Controls
+                </a>
+            </li>
+        </ul>
+        <p aria-level="2" class="caption" role="heading"><span class="caption-text">Getting Started</span></p>
+<ul class="nav bd-sidenav">
+<li class="toctree-l1"><a class="reference internal" href="../../installation.html">Installation</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../v3_to_v4.html">Switching from FLORIS v3 to v4</a></li>
+</ul>
+<p aria-level="2" class="caption" role="heading"><span class="caption-text">User Reference</span></p>
+<ul class="nav bd-sidenav">
+<li class="toctree-l1"><a class="reference internal" href="../../intro_concepts.html">Introductory Concepts</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../advanced_concepts.html">Advanced Concepts</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../wind_data_user.html">Wind Data Objects</a></li>
+
+<li class="toctree-l1"><a class="reference internal" href="../../heterogeneous_map.html">Heterogeneous Map</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../floating_wind_turbine.html">Floating Wind Turbine Modeling</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../turbine_interaction.html">Turbine Library Interface</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../operation_models_user.html">Turbine Operation Models</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../layout_optimization.html">Layout Optimization</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../input_reference_main.html">Main Input File Reference</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../input_reference_turbine.html">Turbine Input File Reference</a></li>
+</ul>
+<p aria-level="2" class="caption" role="heading"><span class="caption-text">Theory and Background</span></p>
+<ul class="nav bd-sidenav">
+<li class="toctree-l1 has-children"><a class="reference internal" href="../../wake_models.html">Wake Models</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
+<li class="toctree-l2"><a class="reference internal" href="../../empirical_gauss_model.html">Empirical Gaussian model</a></li>
+</ul>
+</details></li>
+<li class="toctree-l1"><a class="reference internal" href="../../bibliography.html">Bibliography</a></li>
+</ul>
+<p aria-level="2" class="caption" role="heading"><span class="caption-text">Developer Reference</span></p>
+<ul class="nav bd-sidenav">
+<li class="toctree-l1"><a class="reference internal" href="../../dev_guide.html">Developer's Guide</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../architecture.html">Architecture and Design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../code_quality.html">Code Quality</a></li>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../../api_docs.html">API Documentation</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
+<li class="toctree-l2"><a class="reference internal" href="../../_autosummary/floris.flow_visualization.html">floris.flow_visualization</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../_autosummary/floris.floris_model.html">floris.floris_model</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../_autosummary/floris.wind_data.html">floris.wind_data</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../_autosummary/floris.uncertain_floris_model.html">floris.uncertain_floris_model</a></li>
+<li class="toctree-l2 has-children"><a class="reference internal" href="../../_autosummary/floris.turbine_library.html">floris.turbine_library</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
+<li class="toctree-l3"><a class="reference internal" href="../../_autosummary/floris.turbine_library.turbine_previewer.html">floris.turbine_library.turbine_previewer</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../../_autosummary/floris.turbine_library.turbine_utilities.html">floris.turbine_library.turbine_utilities</a></li>
+</ul>
+</details></li>
+<li class="toctree-l2"><a class="reference internal" href="../../_autosummary/floris.parallel_floris_model.html">floris.parallel_floris_model</a></li>
+<li class="toctree-l2 has-children"><a class="reference internal" href="../../_autosummary/floris.optimization.html">floris.optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
+<li class="toctree-l3 has-children"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
+<li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_scipy.html">floris.optimization.layout_optimization.layout_optimization_scipy</a></li>
+</ul>
+</details></li>
+<li class="toctree-l3 has-children"><a class="reference internal" href="../../_autosummary/floris.optimization.other.html">floris.optimization.other</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
+<li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.other.boundary_grid.html">floris.optimization.other.boundary_grid</a></li>
+</ul>
+</details></li>
+<li class="toctree-l3 has-children"><a class="reference internal" href="../../_autosummary/floris.optimization.yaw_optimization.html">floris.optimization.yaw_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
+<li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.yaw_optimization.yaw_optimization_base.html">floris.optimization.yaw_optimization.yaw_optimization_base</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.yaw_optimization.yaw_optimization_tools.html">floris.optimization.yaw_optimization.yaw_optimization_tools</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.yaw_optimization.yaw_optimizer_geometric.html">floris.optimization.yaw_optimization.yaw_optimizer_geometric</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.yaw_optimization.yaw_optimizer_scipy.html">floris.optimization.yaw_optimization.yaw_optimizer_scipy</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.yaw_optimization.yaw_optimizer_sr.html">floris.optimization.yaw_optimization.yaw_optimizer_sr</a></li>
+</ul>
+</details></li>
+</ul>
+</details></li>
+<li class="toctree-l2"><a class="reference internal" href="../../_autosummary/floris.layout_visualization.html">floris.layout_visualization</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../_autosummary/floris.cut_plane.html">floris.cut_plane</a></li>
+<li class="toctree-l2 has-children"><a class="reference internal" href="../../_autosummary/floris.core.html">floris.core</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
+<li class="toctree-l3"><a class="reference internal" href="../../_autosummary/floris.core.base.html">floris.core.base</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../../_autosummary/floris.core.core.html">floris.core.core</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../../_autosummary/floris.core.farm.html">floris.core.farm</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../../_autosummary/floris.core.flow_field.html">floris.core.flow_field</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../../_autosummary/floris.core.grid.html">floris.core.grid</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../../_autosummary/floris.core.rotor_velocity.html">floris.core.rotor_velocity</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../../_autosummary/floris.core.solver.html">floris.core.solver</a></li>
+<li class="toctree-l3 has-children"><a class="reference internal" href="../../_autosummary/floris.core.turbine.html">floris.core.turbine</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
+<li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.core.turbine.operation_models.html">floris.core.turbine.operation_models</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.core.turbine.turbine.html">floris.core.turbine.turbine</a></li>
+</ul>
+</details></li>
+<li class="toctree-l3"><a class="reference internal" href="../../_autosummary/floris.core.wake.html">floris.core.wake</a></li>
+<li class="toctree-l3 has-children"><a class="reference internal" href="../../_autosummary/floris.core.wake_combination.html">floris.core.wake_combination</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
+<li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.core.wake_combination.fls.html">floris.core.wake_combination.fls</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.core.wake_combination.max.html">floris.core.wake_combination.max</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.core.wake_combination.sosfs.html">floris.core.wake_combination.sosfs</a></li>
+</ul>
+</details></li>
+<li class="toctree-l3 has-children"><a class="reference internal" href="../../_autosummary/floris.core.wake_deflection.html">floris.core.wake_deflection</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
+<li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.core.wake_deflection.empirical_gauss.html">floris.core.wake_deflection.empirical_gauss</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.core.wake_deflection.gauss.html">floris.core.wake_deflection.gauss</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.core.wake_deflection.jimenez.html">floris.core.wake_deflection.jimenez</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.core.wake_deflection.none.html">floris.core.wake_deflection.none</a></li>
+</ul>
+</details></li>
+<li class="toctree-l3 has-children"><a class="reference internal" href="../../_autosummary/floris.core.wake_turbulence.html">floris.core.wake_turbulence</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
+<li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.core.wake_turbulence.crespo_hernandez.html">floris.core.wake_turbulence.crespo_hernandez</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.core.wake_turbulence.none.html">floris.core.wake_turbulence.none</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.core.wake_turbulence.wake_induced_mixing.html">floris.core.wake_turbulence.wake_induced_mixing</a></li>
+</ul>
+</details></li>
+<li class="toctree-l3 has-children"><a class="reference internal" href="../../_autosummary/floris.core.wake_velocity.html">floris.core.wake_velocity</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
+<li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.core.wake_velocity.cumulative_gauss_curl.html">floris.core.wake_velocity.cumulative_gauss_curl</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.core.wake_velocity.empirical_gauss.html">floris.core.wake_velocity.empirical_gauss</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.core.wake_velocity.gauss.html">floris.core.wake_velocity.gauss</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.core.wake_velocity.jensen.html">floris.core.wake_velocity.jensen</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.core.wake_velocity.none.html">floris.core.wake_velocity.none</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.core.wake_velocity.turbopark.html">floris.core.wake_velocity.turbopark</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.core.wake_velocity.turboparkgauss.html">floris.core.wake_velocity.turboparkgauss</a></li>
+</ul>
+</details></li>
+</ul>
+</details></li>
+<li class="toctree-l2"><a class="reference internal" href="../../_autosummary/floris.convert_turbine_v3_to_v4.html">floris.convert_turbine_v3_to_v4</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../_autosummary/floris.convert_floris_input_v3_to_v4.html">floris.convert_floris_input_v3_to_v4</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../_autosummary/floris.utilities.html">floris.utilities</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../_autosummary/floris.type_dec.html">floris.type_dec</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../_autosummary/floris.logging_manager.html">floris.logging_manager</a></li>
+</ul>
+</details></li>
+</ul>
+<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples</span></p>
+<ul class="nav bd-sidenav">
+<li class="toctree-l1"><a class="reference internal" href="../001_opening_floris_computing_power.html">Example 1: Opening FLORIS and Computing Power</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../002_visualizations.html">Example 2: Visualizations</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../003_wind_data_objects.html">Example 3: Wind Data Objects</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../004_set.html">Example 4: Set</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../005_getting_power.html">Example 5: Getting Turbine and Farm Power</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../006_get_farm_aep.html">Example 6: Getting Expected Power and AEP</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../007_sweeping_variables.html">Example 7: Sweeping Variables</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../008_uncertain_models.html">Example 8: Uncertain Models</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../009_compare_farm_power_with_neighbor.html">Example 9: Compare farm power with neighboring farm</a></li>
+</ul>
+<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Control optimization</span></p>
+<ul class="nav bd-sidenav">
+<li class="toctree-l1"><a class="reference internal" href="../examples_control_optimization/001_opt_yaw_single_ws.html">Example: Optimize yaw for a single wind speed and multiple wind directions</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_control_optimization/002_opt_yaw_single_ws_uncertain.html">Example: Optimize yaw for a single wind speed and multiple wind directions.</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_control_optimization/003_opt_yaw_multiple_ws.html">Example: Optimize yaw for multiple wind directions and multiple wind speeds.</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_control_optimization/004_optimize_yaw_aep.html">Example: Optimize yaw and compare AEP</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_control_optimization/005_optimize_yaw_aep_parallel.html">Example: Optimize yaw and compare AEP in parallel</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_control_optimization/006_compare_yaw_optimizers.html">Example: Compare yaw optimizers</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_control_optimization/007_optimize_yaw_with_neighbor_farms.html">Example: Optimize yaw with neighbor farm</a></li>
+</ul>
+<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Control types</span></p>
+<ul class="nav bd-sidenav">
+<li class="toctree-l1"><a class="reference internal" href="../examples_control_types/001_derating_control.html">Example of using the simple-derating control model in FLORIS.</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_control_types/002_disable_turbines.html">Example: Disabling turbines</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_control_types/003_setting_yaw_and_disabling.html">Example: Setting yaw angles and disabling turbine</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_control_types/004_helix_active_wake_mixing.html">Example: Helix active wake mixing</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_control_types/005_peak_shaving.html">Example of using the peak-shaving turbine operation model.</a></li>
+</ul>
+<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Emgauss</span></p>
+<ul class="nav bd-sidenav">
+<li class="toctree-l1"><a class="reference internal" href="../examples_emgauss/001_empirical_gauss_velocity_deficit_parameters.html">Example: Empirical Gaussian velocity deficit parameters</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_emgauss/002_empirical_gauss_deflection_parameters.html">Example: Empirical Gaussian deflection parameters</a></li>
+</ul>
+<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Floating</span></p>
+<ul class="nav bd-sidenav">
+<li class="toctree-l1"><a class="reference internal" href="../examples_floating/001_floating_turbine_models.html">Example: Floating turbines</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_floating/002_floating_vs_fixedbottom_farm.html">Example: Floating vs fixed-bottom farm</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_floating/003_tilt_driven_vertical_wake_deflection.html">Example: Tilt-driven vertical wake deflection</a></li>
+</ul>
+<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Get flow</span></p>
+<ul class="nav bd-sidenav">
+<li class="toctree-l1"><a class="reference internal" href="../examples_get_flow/001_extract_wind_speed_at_turbines.html">Example: Extract wind speed at turbines</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_get_flow/002_extract_wind_speed_at_points.html">Example: Extract wind speed at points</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_get_flow/003_plot_velocity_deficit_profiles.html">Example: Plot velocity deficit profiles</a></li>
+</ul>
+<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Heterogeneous</span></p>
+<ul class="nav bd-sidenav">
+<li class="toctree-l1"><a class="reference internal" href="../examples_heterogeneous/001_heterogeneous_inflow_single.html">Example: Heterogeneous Inflow for single case</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_heterogeneous/002_heterogeneous_using_wind_data.html">Example: Heterogeneous Inflow using wind data</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_heterogeneous/003_heterogeneous_speedup_by_wd_and_ws.html">Example: Heterogeneous Speedup by Wind Direction and Wind Speed</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_heterogeneous/004_heterogeneous_2d_and_3d.html">Example: Heterogeneous Inflow in 2D and 3D</a></li>
+</ul>
+<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Layout optimization</span></p>
+<ul class="current nav bd-sidenav">
+<li class="toctree-l1"><a class="reference internal" href="001_optimize_layout.html">Example: Optimize Layout</a></li>
+<li class="toctree-l1"><a class="reference internal" href="002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
+<li class="toctree-l1"><a class="reference internal" href="003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1 current active"><a class="current reference internal" href="#">Example: Separated boundaries layout optimization</a></li>
+</ul>
+<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
+<ul class="nav bd-sidenav">
+<li class="toctree-l1"><a class="reference internal" href="../examples_multidim/001_multi_dimensional_cp_ct.html">Example: Multi-dimensional Cp/Ct data</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_multidim/002_multi_dimensional_cp_ct_2Hs.html">Example: Multi-dimensional Cp/Ct with 2 Hs values</a></li>
+</ul>
+<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Turbine</span></p>
+<ul class="nav bd-sidenav">
+<li class="toctree-l1"><a class="reference internal" href="../examples_turbine/001_check_turbine.html">Example: Check turbine power curves</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_turbine/002_multiple_turbine_types.html">Example: Multiple turbine types</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_turbine/003_specify_turbine_power_curve.html">Example: Specify turbine power curve</a></li>
+</ul>
+<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Turbopark</span></p>
+<ul class="nav bd-sidenav">
+<li class="toctree-l1"><a class="reference internal" href="../examples_turbopark/001_compare_turbopark_implementations.html">Example: Compare TurbOPark model implementations</a></li>
+</ul>
+<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Uncertain</span></p>
+<ul class="nav bd-sidenav">
+<li class="toctree-l1"><a class="reference internal" href="../examples_uncertain/001_uncertain_model_params.html">Example: Uncertain Model Parameters</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_uncertain/002_approx_floris_model.html">Example: Approximate Model Parameters</a></li>
+</ul>
+<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Visualizations</span></p>
+<ul class="nav bd-sidenav">
+<li class="toctree-l1"><a class="reference internal" href="../examples_visualizations/001_layout_visualizations.html">Example: Layout Visualizations</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_visualizations/002_visualize_y_cut_plane.html">Example: Visualize y cut plane</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_visualizations/003_visualize_cross_plane.html">Example: Visualize cross plane</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_visualizations/004_visualize_rotor_values.html">Example: Visualize rotor velocities</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_visualizations/005_visualize_flow_by_sweeping_turbines.html">Example: Visualize flow by sweeping turbines</a></li>
+</ul>
+<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Wind data</span></p>
+<ul class="nav bd-sidenav">
+<li class="toctree-l1"><a class="reference internal" href="../examples_wind_data/001_wind_data_comparisons.html">Example: Wind Data Comparisons</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_wind_data/002_generate_ti.html">Example: Generate TI</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_wind_data/003_generate_value.html">Example: Generate value</a></li>
+</ul>
+<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Wind resource grid</span></p>
+<ul class="nav bd-sidenav">
+<li class="toctree-l1"><a class="reference internal" href="../examples_wind_resource_grid/000_generate_example_wrg.html">Example: Generate Example WRG File</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_wind_resource_grid/001_wind_rose_wrg.html">Example: WindRoseWRG</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_wind_resource_grid/002_set_floris_with_wrg.html">Example: Setting FLORIS with WindRoseWRG</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_wind_resource_grid/003_wrg_compar_layout_optimization.html">Example: Layout optimization with WindRoseWRG comparison</a></li>
+</ul>
+
+    </div>
+</nav></div>
+    </div>
+  
+  
+  <div class="sidebar-primary-items__end sidebar-primary__section">
+  </div>
+  
+  <div id="rtd-footer-container"></div>
+
+
+      </div>
+      
+      <main id="main-content" class="bd-main" role="main">
+        
+        
+
+<div class="sbt-scroll-pixel-helper"></div>
+
+          <div class="bd-content">
+            <div class="bd-article-container">
+              
+              <div class="bd-header-article d-print-none">
+<div class="header-article-items header-article__inner">
+  
+    <div class="header-article-items__start">
+      
+        <div class="header-article-item"><button class="sidebar-toggle primary-toggle btn btn-sm" title="Toggle primary sidebar" data-bs-placement="bottom" data-bs-toggle="tooltip">
+  <span class="fa-solid fa-bars"></span>
+</button></div>
+      
+    </div>
+  
+  
+    <div class="header-article-items__end">
+      
+        <div class="header-article-item">
+
+<div class="article-header-buttons">
+
+
+
+
+
+<div class="dropdown dropdown-source-buttons">
+  <button class="btn dropdown-toggle" type="button" data-bs-toggle="dropdown" aria-expanded="false" aria-label="Source repositories">
+    <i class="fab fa-github"></i>
+  </button>
+  <ul class="dropdown-menu">
+      
+      
+      
+      <li><a href="https://github.com/NREL/floris" target="_blank"
+   class="btn btn-sm btn-source-repository-button dropdown-item"
+   title="Source repository"
+   data-bs-placement="left" data-bs-toggle="tooltip"
+>
+  
+
+<span class="btn__icon-container">
+  <i class="fab fa-github"></i>
+  </span>
+<span class="btn__text-container">Repository</span>
+</a>
+</li>
+      
+      
+      
+      
+      <li><a href="https://github.com/NREL/floris/edit/main/docs/examples/examples_layout_optimization/005_layout_optimization_complex_boundary.ipynb" target="_blank"
+   class="btn btn-sm btn-source-edit-button dropdown-item"
+   title="Suggest edit"
+   data-bs-placement="left" data-bs-toggle="tooltip"
+>
+  
+
+<span class="btn__icon-container">
+  <i class="fas fa-pencil-alt"></i>
+  </span>
+<span class="btn__text-container">Suggest edit</span>
+</a>
+</li>
+      
+      
+      
+      
+      <li><a href="https://github.com/NREL/floris/issues/new?title=Issue%20on%20page%20%2Fexamples/examples_layout_optimization/005_layout_optimization_complex_boundary.html&body=Your%20issue%20content%20here." target="_blank"
+   class="btn btn-sm btn-source-issues-button dropdown-item"
+   title="Open an issue"
+   data-bs-placement="left" data-bs-toggle="tooltip"
+>
+  
+
+<span class="btn__icon-container">
+  <i class="fas fa-lightbulb"></i>
+  </span>
+<span class="btn__text-container">Open issue</span>
+</a>
+</li>
+      
+  </ul>
+</div>
+
+
+
+
+
+
+<div class="dropdown dropdown-download-buttons">
+  <button class="btn dropdown-toggle" type="button" data-bs-toggle="dropdown" aria-expanded="false" aria-label="Download this page">
+    <i class="fas fa-download"></i>
+  </button>
+  <ul class="dropdown-menu">
+      
+      
+      
+      <li><a href="../../_sources/examples/examples_layout_optimization/005_layout_optimization_complex_boundary.ipynb" target="_blank"
+   class="btn btn-sm btn-download-source-button dropdown-item"
+   title="Download source file"
+   data-bs-placement="left" data-bs-toggle="tooltip"
+>
+  
+
+<span class="btn__icon-container">
+  <i class="fas fa-file"></i>
+  </span>
+<span class="btn__text-container">.ipynb</span>
+</a>
+</li>
+      
+      
+      
+      
+      <li>
+<button onclick="window.print()"
+  class="btn btn-sm btn-download-pdf-button dropdown-item"
+  title="Print to PDF"
+  data-bs-placement="left" data-bs-toggle="tooltip"
+>
+  
+
+<span class="btn__icon-container">
+  <i class="fas fa-file-pdf"></i>
+  </span>
+<span class="btn__text-container">.pdf</span>
+</button>
+</li>
+      
+  </ul>
+</div>
+
+
+
+
+<button onclick="toggleFullScreen()"
+  class="btn btn-sm btn-fullscreen-button"
+  title="Fullscreen mode"
+  data-bs-placement="bottom" data-bs-toggle="tooltip"
+>
+  
+
+<span class="btn__icon-container">
+  <i class="fas fa-expand"></i>
+  </span>
+
+</button>
+
+
+
+<script>
+document.write(`
+  <button class="btn btn-sm nav-link pst-navbar-icon theme-switch-button" title="light/dark" aria-label="light/dark" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="theme-switch fa-solid fa-sun fa-lg" data-mode="light"></i>
+    <i class="theme-switch fa-solid fa-moon fa-lg" data-mode="dark"></i>
+    <i class="theme-switch fa-solid fa-circle-half-stroke fa-lg" data-mode="auto"></i>
+  </button>
+`);
+</script>
+
+
+<script>
+document.write(`
+  <button class="btn btn-sm pst-navbar-icon search-button search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="fa-solid fa-magnifying-glass fa-lg"></i>
+  </button>
+`);
+</script>
+
+</div></div>
+      
+    </div>
+  
+</div>
+</div>
+              
+              
+
+<div id="jb-print-docs-body" class="onlyprint">
+    <h1>Example: Separated boundaries layout optimization</h1>
+    <!-- Table of contents -->
+    <div id="print-main-content">
+        <div id="jb-print-toc">
+            
+        </div>
+    </div>
+</div>
+
+              
+                
+<div id="searchbox"></div>
+                <article class="bd-article">
+                  
+  <section class="tex2jax_ignore mathjax_ignore" id="example-separated-boundaries-layout-optimization">
+<h1>Example: Separated boundaries layout optimization<a class="headerlink" href="#example-separated-boundaries-layout-optimization" title="Link to this heading">#</a></h1>
+<div class="cell docutils container">
+<div class="cell_input docutils container">
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="sd">&quot;&quot;&quot;Example: Separated boundaries layout optimization</span>
+<span class="sd">Demonstrates the capabilities of LayoutOptimizationGridded and</span>
+<span class="sd">LayoutOptimizationRandomSearch to optimize turbine layouts with complex</span>
+<span class="sd">boundaries.</span>
+<span class="sd">&quot;&quot;&quot;</span>
+
+<span class="kn">import</span> <span class="nn">matplotlib.pyplot</span> <span class="k">as</span> <span class="nn">plt</span>
+<span class="kn">import</span> <span class="nn">numpy</span> <span class="k">as</span> <span class="nn">np</span>
+
+<span class="kn">from</span> <span class="nn">floris</span> <span class="kn">import</span> <span class="n">FlorisModel</span><span class="p">,</span> <span class="n">WindRose</span>
+<span class="kn">from</span> <span class="nn">floris.optimization.layout_optimization.layout_optimization_gridded</span> <span class="kn">import</span> <span class="p">(</span>
+    <span class="n">LayoutOptimizationGridded</span><span class="p">,</span>
+<span class="p">)</span>
+<span class="kn">from</span> <span class="nn">floris.optimization.layout_optimization.layout_optimization_random_search</span> <span class="kn">import</span> <span class="p">(</span>
+    <span class="n">LayoutOptimizationRandomSearch</span><span class="p">,</span>
+<span class="p">)</span>
+
+
+<span class="k">if</span> <span class="vm">__name__</span> <span class="o">==</span> <span class="s1">&#39;__main__&#39;</span><span class="p">:</span>
+    <span class="c1"># Load the Floris model</span>
+    <span class="n">fmodel</span> <span class="o">=</span> <span class="n">FlorisModel</span><span class="p">(</span><span class="s1">&#39;../inputs/gch.yaml&#39;</span><span class="p">)</span>
+
+    <span class="c1"># Set the boundaries</span>
+    <span class="c1"># The boundaries for the turbines, specified as vertices</span>
+    <span class="n">boundaries</span> <span class="o">=</span> <span class="p">[</span>
+        <span class="p">[(</span><span class="mf">0.0</span><span class="p">,</span> <span class="mf">0.0</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.0</span><span class="p">,</span> <span class="mf">1000.0</span><span class="p">),</span> <span class="p">(</span><span class="mf">1000.0</span><span class="p">,</span> <span class="mf">1000.0</span><span class="p">),</span> <span class="p">(</span><span class="mf">1000.0</span><span class="p">,</span> <span class="mf">0.0</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.0</span><span class="p">,</span> <span class="mf">0.0</span><span class="p">)],</span>
+        <span class="p">[(</span><span class="mf">1500.0</span><span class="p">,</span> <span class="mf">0.0</span><span class="p">),</span> <span class="p">(</span><span class="mf">1500.0</span><span class="p">,</span> <span class="mf">1000.0</span><span class="p">),</span> <span class="p">(</span><span class="mf">2500.0</span><span class="p">,</span> <span class="mf">0.0</span><span class="p">),</span> <span class="p">(</span><span class="mf">1500.0</span><span class="p">,</span> <span class="mf">0.0</span><span class="p">)],</span>
+    <span class="p">]</span>
+
+    <span class="c1"># Set up the wind data information</span>
+    <span class="n">wind_directions</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">arange</span><span class="p">(</span><span class="mi">0</span><span class="p">,</span> <span class="mf">360.0</span><span class="p">,</span> <span class="mf">5.0</span><span class="p">)</span>
+    <span class="n">np</span><span class="o">.</span><span class="n">random</span><span class="o">.</span><span class="n">seed</span><span class="p">(</span><span class="mi">1</span><span class="p">)</span>
+    <span class="n">wind_speeds</span> <span class="o">=</span> <span class="mf">8.0</span> <span class="o">+</span> <span class="n">np</span><span class="o">.</span><span class="n">random</span><span class="o">.</span><span class="n">randn</span><span class="p">(</span><span class="mi">1</span><span class="p">)</span> <span class="o">*</span> <span class="mf">0.0</span>
+    <span class="c1"># Shape frequency distribution to match number of wind directions and wind speeds</span>
+    <span class="n">freq</span> <span class="o">=</span> <span class="p">(</span>
+        <span class="n">np</span><span class="o">.</span><span class="n">abs</span><span class="p">(</span>
+            <span class="n">np</span><span class="o">.</span><span class="n">sort</span><span class="p">(</span>
+                <span class="n">np</span><span class="o">.</span><span class="n">random</span><span class="o">.</span><span class="n">randn</span><span class="p">(</span><span class="nb">len</span><span class="p">(</span><span class="n">wind_directions</span><span class="p">))</span>
+            <span class="p">)</span>
+        <span class="p">)</span>
+        <span class="o">.</span><span class="n">reshape</span><span class="p">(</span> <span class="p">(</span> <span class="nb">len</span><span class="p">(</span><span class="n">wind_directions</span><span class="p">),</span> <span class="nb">len</span><span class="p">(</span><span class="n">wind_speeds</span><span class="p">)</span> <span class="p">)</span> <span class="p">)</span>
+    <span class="p">)</span>
+    <span class="n">freq</span> <span class="o">=</span> <span class="n">freq</span> <span class="o">/</span> <span class="n">freq</span><span class="o">.</span><span class="n">sum</span><span class="p">()</span>
+    <span class="c1"># Set wind data in the FlorisModel</span>
+    <span class="n">fmodel</span><span class="o">.</span><span class="n">set</span><span class="p">(</span>
+        <span class="n">wind_data</span><span class="o">=</span><span class="n">WindRose</span><span class="p">(</span>
+            <span class="n">wind_directions</span><span class="o">=</span><span class="n">wind_directions</span><span class="p">,</span>
+            <span class="n">wind_speeds</span><span class="o">=</span><span class="n">wind_speeds</span><span class="p">,</span>
+            <span class="n">freq_table</span><span class="o">=</span><span class="n">freq</span><span class="p">,</span>
+            <span class="n">ti_table</span><span class="o">=</span><span class="mf">0.06</span>
+        <span class="p">)</span>
+    <span class="p">)</span>
+
+    <span class="c1"># Begin by placing as many turbines as possible using a gridded layout at 6D spacing</span>
+    <span class="n">layout_opt_gridded</span> <span class="o">=</span> <span class="n">LayoutOptimizationGridded</span><span class="p">(</span>
+        <span class="n">fmodel</span><span class="p">,</span>
+        <span class="n">boundaries</span><span class="p">,</span>
+        <span class="n">min_dist_D</span><span class="o">=</span><span class="mf">6.</span><span class="p">,</span>
+        <span class="n">min_dist</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+    <span class="p">)</span>
+    <span class="n">layout_opt_gridded</span><span class="o">.</span><span class="n">optimize</span><span class="p">()</span>
+    <span class="nb">print</span><span class="p">(</span><span class="s2">&quot;Gridded layout complete.&quot;</span><span class="p">)</span>
+
+    <span class="c1"># Set the layout on the fmodel</span>
+    <span class="n">fmodel</span><span class="o">.</span><span class="n">set</span><span class="p">(</span><span class="n">layout_x</span><span class="o">=</span><span class="n">layout_opt_gridded</span><span class="o">.</span><span class="n">x_opt</span><span class="p">,</span> <span class="n">layout_y</span><span class="o">=</span><span class="n">layout_opt_gridded</span><span class="o">.</span><span class="n">y_opt</span><span class="p">)</span>
+
+    <span class="c1"># Update the layout using a random search optimization with 5D minimum spacing</span>
+    <span class="n">layout_opt_rs</span> <span class="o">=</span> <span class="n">LayoutOptimizationRandomSearch</span><span class="p">(</span>
+        <span class="n">fmodel</span><span class="p">,</span>
+        <span class="n">boundaries</span><span class="p">,</span>
+        <span class="n">min_dist_D</span><span class="o">=</span><span class="mf">5.</span><span class="p">,</span>
+        <span class="n">seconds_per_iteration</span><span class="o">=</span><span class="mi">10</span><span class="p">,</span>
+        <span class="n">total_optimization_seconds</span><span class="o">=</span><span class="mf">60.</span><span class="p">,</span>
+        <span class="n">use_dist_based_init</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span>
+    <span class="p">)</span>
+    <span class="n">layout_opt_rs</span><span class="o">.</span><span class="n">optimize</span><span class="p">()</span>
+
+    <span class="n">layout_opt_rs</span><span class="o">.</span><span class="n">plot_layout_opt_results</span><span class="p">(</span>
+        <span class="n">initial_locs_plotting_dict</span><span class="o">=</span><span class="p">{</span><span class="s2">&quot;label&quot;</span><span class="p">:</span> <span class="s2">&quot;Gridded initial layout&quot;</span><span class="p">},</span>
+        <span class="n">final_locs_plotting_dict</span><span class="o">=</span><span class="p">{</span><span class="s2">&quot;label&quot;</span><span class="p">:</span> <span class="s2">&quot;Random search optimized layout&quot;</span><span class="p">},</span>
+    <span class="p">)</span>
+
+    <span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>
+<span class="kn">import</span> <span class="nn">warnings</span>
+<span class="n">warnings</span><span class="o">.</span><span class="n">filterwarnings</span><span class="p">(</span><span class="s1">&#39;ignore&#39;</span><span class="p">)</span>
+</pre></div>
+</div>
+</div>
+<div class="cell_output docutils container">
+<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>Gridded layout complete.
+</pre></div>
+</div>
+<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>Using supplied initial layout for 4 individuals.
+=======================================
+Optimization step +0.0
+Optimization time = +0.0 [s]
+Mean AEP = 85.2 [GWh] (+0.00%)
+Median AEP = 85.2 [GWh] (+0.00%)
+Max AEP = 85.2 [GWh] (+0.00%)
+Min AEP = 85.2 [GWh] (+0.00%)
+=======================================
+Optimizing using 4 individuals.
+Optimization time: 0.0 s / 60.0 s
+</pre></div>
+</div>
+<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>=======================================
+Optimization step +1.0
+Optimization time = +10.1 [s]
+Mean AEP = 86.8 [GWh] (+1.93%)
+Median AEP = 87.0 [GWh] (+2.11%)
+Max AEP = 87.1 [GWh] (+2.19%)
+Min AEP = 86.3 [GWh] (+1.32%)
+=======================================
+Optimization time: 10.1 s / 60.0 s
+</pre></div>
+</div>
+<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>=======================================
+Optimization step +2.0
+Optimization time = +20.3 [s]
+Mean AEP = 87.3 [GWh] (+2.52%)
+Median AEP = 87.3 [GWh] (+2.53%)
+Max AEP = 87.4 [GWh] (+2.61%)
+Min AEP = 87.2 [GWh] (+2.38%)
+=======================================
+Optimization time: 20.3 s / 60.0 s
+</pre></div>
+</div>
+<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>=======================================
+Optimization step +3.0
+Optimization time = +30.4 [s]
+Mean AEP = 87.5 [GWh] (+2.66%)
+Median AEP = 87.4 [GWh] (+2.65%)
+Max AEP = 87.5 [GWh] (+2.70%)
+Min AEP = 87.4 [GWh] (+2.63%)
+=======================================
+Optimization time: 30.4 s / 60.0 s
+</pre></div>
+</div>
+<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>=======================================
+Optimization step +4.0
+Optimization time = +40.6 [s]
+Mean AEP = 87.5 [GWh] (+2.75%)
+Median AEP = 87.5 [GWh] (+2.75%)
+Max AEP = 87.5 [GWh] (+2.76%)
+Min AEP = 87.5 [GWh] (+2.74%)
+=======================================
+Optimization time: 40.6 s / 60.0 s
+</pre></div>
+</div>
+<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>=======================================
+Optimization step +5.0
+Optimization time = +50.7 [s]
+Mean AEP = 87.6 [GWh] (+2.78%)
+Median AEP = 87.6 [GWh] (+2.78%)
+Max AEP = 87.6 [GWh] (+2.80%)
+Min AEP = 87.6 [GWh] (+2.77%)
+=======================================
+Optimization time: 50.7 s / 60.0 s
+</pre></div>
+</div>
+<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>=======================================
+Optimization step +6.0
+Optimization time = +60.9 [s]
+Mean AEP = 87.6 [GWh] (+2.81%)
+Median AEP = 87.6 [GWh] (+2.81%)
+Max AEP = 87.6 [GWh] (+2.84%)
+Min AEP = 87.6 [GWh] (+2.78%)
+=======================================
+Final AEP = 87.6 [GWh] (+2.84%)
+</pre></div>
+</div>
+<img alt="../../_images/0c58025ad029b1233ec8adae660fbe014dc2243980192a6eab969760ce0823f7.png" src="../../_images/0c58025ad029b1233ec8adae660fbe014dc2243980192a6eab969760ce0823f7.png" />
+</div>
+</div>
+</section>
+
+    <script type="text/x-thebe-config">
+    {
+        requestKernel: true,
+        binderOptions: {
+            repo: "binder-examples/jupyter-stacks-datascience",
+            ref: "master",
+        },
+        codeMirrorConfig: {
+            theme: "abcdef",
+            mode: "python"
+        },
+        kernelOptions: {
+            name: "python3",
+            path: "./examples/examples_layout_optimization"
+        },
+        predefinedOutput: true
+    }
+    </script>
+    <script>kernelName = 'python3'</script>
+
+                </article>
+              
+
+              
+              
+              
+              
+                <footer class="prev-next-footer d-print-none">
+                  
+<div class="prev-next-area">
+    <a class="left-prev"
+       href="004_generate_gridded_layout.html"
+       title="previous page">
+      <i class="fa-solid fa-angle-left"></i>
+      <div class="prev-next-info">
+        <p class="prev-next-subtitle">previous</p>
+        <p class="prev-next-title">Example: Gridded layout design</p>
+      </div>
+    </a>
+    <a class="right-next"
+       href="../examples_multidim/001_multi_dimensional_cp_ct.html"
+       title="next page">
+      <div class="prev-next-info">
+        <p class="prev-next-subtitle">next</p>
+        <p class="prev-next-title">Example: Multi-dimensional Cp/Ct data</p>
+      </div>
+      <i class="fa-solid fa-angle-right"></i>
+    </a>
+</div>
+                </footer>
+              
+            </div>
+            
+            
+              
+            
+          </div>
+          <footer class="bd-footer-content">
+            
+<div class="bd-footer-content__inner container">
+  
+  <div class="footer-item">
+    
+<p class="component-author">
+By National Renewable Energy Laboratory
+</p>
+
+  </div>
+  
+  <div class="footer-item">
+    
+
+  <p class="copyright">
+    
+      © Copyright 2023.
+      <br/>
+    
+  </p>
+
+  </div>
+  
+  <div class="footer-item">
+    
+  </div>
+  
+  <div class="footer-item">
+    
+  </div>
+  
+</div>
+          </footer>
+        
+
+      </main>
+    </div>
+  </div>
+  
+  <!-- Scripts loaded after <body> so the DOM is not blocked -->
+  <script src="../../_static/scripts/bootstrap.js?digest=dfe6caa3a7d634c4db9b"></script>
+<script src="../../_static/scripts/pydata-sphinx-theme.js?digest=dfe6caa3a7d634c4db9b"></script>
+
+  <footer class="bd-footer">
+  </footer>
+  </body>
+</html>
\ No newline at end of file
diff --git a/examples/examples_multidim/001_multi_dimensional_cp_ct.html b/examples/examples_multidim/001_multi_dimensional_cp_ct.html
index 05b143d67..be4edbb54 100644
--- a/examples/examples_multidim/001_multi_dimensional_cp_ct.html
+++ b/examples/examples_multidim/001_multi_dimensional_cp_ct.html
@@ -74,7 +74,7 @@
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="Example: Multi-dimensional Cp/Ct with 2 Hs values" href="002_multi_dimensional_cp_ct_2Hs.html" />
-    <link rel="prev" title="Example: Layout optimization with genetic random search" href="../examples_layout_optimization/003_genetic_random_search.html" />
+    <link rel="prev" title="Example: Separated boundaries layout optimization" href="../examples_layout_optimization/005_layout_optimization_complex_boundary.html" />
   <meta name="viewport" content="width=device-width, initial-scale=1"/>
   <meta name="docsearch:language" content="python"/>
   </head>
@@ -239,6 +239,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -373,6 +374,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="current nav bd-sidenav">
@@ -746,28 +749,28 @@ <h1>Example: Multi-dimensional Cp/Ct data<a class="headerlink" href="#example-mu
 <div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span><span class=" -Color -Color-Blue">floris.logging_manager.LoggingManager</span> <span class=" -Color -Color-Bold -Color-Bold-Black">WARNING</span> <span class=" -Color -Color-Yellow">The current model does not account for vertical wake deflection due to tilt. Corrections to power and thrust coefficient can be included, but no vertical wake deflection will occur.</span>
 </pre></div>
 </div>
+<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span><span class=" -Color -Color-Blue">floris.logging_manager.LoggingManager</span> <span class=" -Color -Color-Bold -Color-Bold-Black">WARNING</span> <span class=" -Color -Color-Yellow">The current model does not account for vertical wake deflection due to tilt. Corrections to power and thrust coefficient can be included, but no vertical wake deflection will occur.</span>
+</pre></div>
+</div>
 <div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>========================= Single Wind Direction and Wind Speed =========================
 The turbine power matrix should be of dimensions 1 findex X 2 Turbines
 [[3142.42549368 1232.93523471]]
 Shape:  (1, 2)
 
 ========================= Single Wind Direction and Multiple Wind Speeds ===============
-</pre></div>
-</div>
-<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span><span class=" -Color -Color-Blue">floris.logging_manager.LoggingManager</span> <span class=" -Color -Color-Bold -Color-Bold-Black">WARNING</span> <span class=" -Color -Color-Yellow">The current model does not account for vertical wake deflection due to tilt. Corrections to power and thrust coefficient can be included, but no vertical wake deflection will occur.</span>
-</pre></div>
-</div>
-<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span><span class=" -Color -Color-Blue">floris.logging_manager.LoggingManager</span> <span class=" -Color -Color-Bold -Color-Bold-Black">WARNING</span> <span class=" -Color -Color-Yellow">The current model does not account for vertical wake deflection due to tilt. Corrections to power and thrust coefficient can be included, but no vertical wake deflection will occur.</span>
-</pre></div>
-</div>
-<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>The turbine power matrix should be of dimensions 3 findex X 2 Turbines
+The turbine power matrix should be of dimensions 3 findex X 2 Turbines
 [[3142.42549368 1232.93523471]
  [4472.21685867 1797.15330492]
  [6105.9702431  2487.76236629]]
 Shape:  (3, 2)
 
 ========================= Multiple Wind Directions and Multiple Wind Speeds ============
-The turbine power matrix should be of dimensions 9 WD/WS X 2 Turbines
+</pre></div>
+</div>
+<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span><span class=" -Color -Color-Blue">floris.logging_manager.LoggingManager</span> <span class=" -Color -Color-Bold -Color-Bold-Black">WARNING</span> <span class=" -Color -Color-Yellow">The current model does not account for vertical wake deflection due to tilt. Corrections to power and thrust coefficient can be included, but no vertical wake deflection will occur.</span>
+</pre></div>
+</div>
+<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>The turbine power matrix should be of dimensions 9 WD/WS X 2 Turbines
 [[3142.42549368 1962.74466975]
  [4472.21685867 2815.91982043]
  [6105.9702431  3874.67666825]
@@ -815,12 +818,12 @@ <h1>Example: Multi-dimensional Cp/Ct data<a class="headerlink" href="#example-mu
                   
 <div class="prev-next-area">
     <a class="left-prev"
-       href="../examples_layout_optimization/003_genetic_random_search.html"
+       href="../examples_layout_optimization/005_layout_optimization_complex_boundary.html"
        title="previous page">
       <i class="fa-solid fa-angle-left"></i>
       <div class="prev-next-info">
         <p class="prev-next-subtitle">previous</p>
-        <p class="prev-next-title">Example: Layout optimization with genetic random search</p>
+        <p class="prev-next-title">Example: Separated boundaries layout optimization</p>
       </div>
     </a>
     <a class="right-next"
diff --git a/examples/examples_multidim/002_multi_dimensional_cp_ct_2Hs.html b/examples/examples_multidim/002_multi_dimensional_cp_ct_2Hs.html
index 465ee769b..4d69dfc08 100644
--- a/examples/examples_multidim/002_multi_dimensional_cp_ct_2Hs.html
+++ b/examples/examples_multidim/002_multi_dimensional_cp_ct_2Hs.html
@@ -239,6 +239,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -373,6 +374,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="current nav bd-sidenav">
diff --git a/examples/examples_turbine/001_check_turbine.html b/examples/examples_turbine/001_check_turbine.html
index 7e7d46e69..d8a129140 100644
--- a/examples/examples_turbine/001_check_turbine.html
+++ b/examples/examples_turbine/001_check_turbine.html
@@ -239,6 +239,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -373,6 +374,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
@@ -677,6 +680,7 @@ <h1>Example: Check turbine power curves<a class="headerlink" href="#example-chec
 <span class="k">for</span> <span class="n">t</span> <span class="ow">in</span> <span class="n">turbines</span><span class="p">:</span>
     <span class="c1"># Set t as the turbine</span>
     <span class="n">fmodel</span><span class="o">.</span><span class="n">set</span><span class="p">(</span><span class="n">turbine_type</span><span class="o">=</span><span class="p">[</span><span class="n">t</span><span class="p">])</span>
+    <span class="n">fmodel</span><span class="o">.</span><span class="n">reset_operation</span><span class="p">()</span> <span class="c1"># Remove any previously applied yaw angles</span>
 
     <span class="c1"># Since we are changing the turbine type, make a matching change to the reference wind height</span>
     <span class="n">fmodel</span><span class="o">.</span><span class="n">assign_hub_height_to_ref_height</span><span class="p">()</span>
@@ -714,6 +718,7 @@ <h1>Example: Check turbine power curves<a class="headerlink" href="#example-chec
             <span class="n">wind_directions</span><span class="o">=</span><span class="n">wd_array</span><span class="p">,</span>
             <span class="n">turbulence_intensities</span><span class="o">=</span><span class="n">turbulence_intensities</span><span class="p">,</span>
         <span class="p">)</span>
+        <span class="n">fmodel</span><span class="o">.</span><span class="n">reset_operation</span><span class="p">()</span> <span class="c1"># Remove any previously applied yaw angles</span>
         <span class="n">fmodel</span><span class="o">.</span><span class="n">run</span><span class="p">()</span>
         <span class="n">turbine_powers</span> <span class="o">=</span> <span class="n">fmodel</span><span class="o">.</span><span class="n">get_turbine_powers</span><span class="p">()</span><span class="o">.</span><span class="n">flatten</span><span class="p">()</span> <span class="o">/</span> <span class="mf">1e3</span>
         <span class="k">if</span> <span class="n">density</span> <span class="o">==</span> <span class="mf">1.225</span><span class="p">:</span>
@@ -761,9 +766,9 @@ <h1>Example: Check turbine power curves<a class="headerlink" href="#example-chec
 </div>
 <div class="cell_output docutils container">
 <img alt="../../_images/6d6e49d5ab98f6e5755a9cbc5587e1a3913bfb30a7d3354361705f5710b77762.png" src="../../_images/6d6e49d5ab98f6e5755a9cbc5587e1a3913bfb30a7d3354361705f5710b77762.png" />
-<img alt="../../_images/edf933cafbc0e05ad7b5f3613e9a9a03b73d5dec09668d05bb84465d702c36e4.png" src="../../_images/edf933cafbc0e05ad7b5f3613e9a9a03b73d5dec09668d05bb84465d702c36e4.png" />
-<img alt="../../_images/b6defe5e809f9734a8da258d94dbfa7f901f2c86f9586f7763369d6ee64556df.png" src="../../_images/b6defe5e809f9734a8da258d94dbfa7f901f2c86f9586f7763369d6ee64556df.png" />
-<img alt="../../_images/3e739d47b813dde4c2484f58f85c5a6400b6e2f0fc99af288e595b03dce8d15c.png" src="../../_images/3e739d47b813dde4c2484f58f85c5a6400b6e2f0fc99af288e595b03dce8d15c.png" />
+<img alt="../../_images/72a20c1139a00f62ab378f91e8f221bbc7ed2eef52a5eca17f1b597a0fca1b96.png" src="../../_images/72a20c1139a00f62ab378f91e8f221bbc7ed2eef52a5eca17f1b597a0fca1b96.png" />
+<img alt="../../_images/54ca10647f14ef63b47e4a822229204fa623bd7eed2df988851844cf73900b34.png" src="../../_images/54ca10647f14ef63b47e4a822229204fa623bd7eed2df988851844cf73900b34.png" />
+<img alt="../../_images/8f1266b67212917045c70836f6bbb820b009f485a570257b75d593d05e9c744b.png" src="../../_images/8f1266b67212917045c70836f6bbb820b009f485a570257b75d593d05e9c744b.png" />
 </div>
 </div>
 </section>
diff --git a/examples/examples_turbine/002_multiple_turbine_types.html b/examples/examples_turbine/002_multiple_turbine_types.html
index 9dfd9b4d8..aecce4771 100644
--- a/examples/examples_turbine/002_multiple_turbine_types.html
+++ b/examples/examples_turbine/002_multiple_turbine_types.html
@@ -239,6 +239,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -373,6 +374,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/examples/examples_turbine/003_specify_turbine_power_curve.html b/examples/examples_turbine/003_specify_turbine_power_curve.html
index 45ff8e66c..8334c15e6 100644
--- a/examples/examples_turbine/003_specify_turbine_power_curve.html
+++ b/examples/examples_turbine/003_specify_turbine_power_curve.html
@@ -239,6 +239,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -373,6 +374,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/examples/examples_turbopark/001_compare_turbopark_implementations.html b/examples/examples_turbopark/001_compare_turbopark_implementations.html
index 09c8cd3e8..af6dc8892 100644
--- a/examples/examples_turbopark/001_compare_turbopark_implementations.html
+++ b/examples/examples_turbopark/001_compare_turbopark_implementations.html
@@ -239,6 +239,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -373,6 +374,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/examples/examples_uncertain/001_uncertain_model_params.html b/examples/examples_uncertain/001_uncertain_model_params.html
index 7e307d80b..20f5454e9 100644
--- a/examples/examples_uncertain/001_uncertain_model_params.html
+++ b/examples/examples_uncertain/001_uncertain_model_params.html
@@ -239,6 +239,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -373,6 +374,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/examples/examples_uncertain/002_approx_floris_model.html b/examples/examples_uncertain/002_approx_floris_model.html
index 8e4e8b2c5..5b06cd835 100644
--- a/examples/examples_uncertain/002_approx_floris_model.html
+++ b/examples/examples_uncertain/002_approx_floris_model.html
@@ -239,6 +239,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -373,6 +374,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
@@ -711,15 +714,15 @@ <h1>Example: Approximate Model Parameters<a class="headerlink" href="#example-ap
 </div>
 </div>
 <div class="cell_output docutils container">
-<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>FlorisModel run time: 8.829039833000024 s
-ApproxFlorisModel run time: 0.18755134299999554 s
+<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>FlorisModel run time: 8.731595096999968 s
+ApproxFlorisModel run time: 0.18354292800006533 s
 </pre></div>
 </div>
-<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>Expected power from FlorisModel: 44.45 MW
-Expected power from ApproxFlorisModel: 44.48 MW
+<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>Expected power from FlorisModel: 62.58 MW
+Expected power from ApproxFlorisModel: 62.61 MW
 </pre></div>
 </div>
-<img alt="../../_images/31b3ad6dd5c1df384a8e26f4520f19f76e326f24a647d25a7dbec95588713842.png" src="../../_images/31b3ad6dd5c1df384a8e26f4520f19f76e326f24a647d25a7dbec95588713842.png" />
+<img alt="../../_images/70fa125a838942351e0ba7d62dc78154273ca083d4864f8141821a490b8a49c6.png" src="../../_images/70fa125a838942351e0ba7d62dc78154273ca083d4864f8141821a490b8a49c6.png" />
 </div>
 </div>
 </section>
diff --git a/examples/examples_visualizations/001_layout_visualizations.html b/examples/examples_visualizations/001_layout_visualizations.html
index 5e932d584..50be3023b 100644
--- a/examples/examples_visualizations/001_layout_visualizations.html
+++ b/examples/examples_visualizations/001_layout_visualizations.html
@@ -239,6 +239,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -373,6 +374,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/examples/examples_visualizations/002_visualize_y_cut_plane.html b/examples/examples_visualizations/002_visualize_y_cut_plane.html
index a2bee18b0..55010c8b0 100644
--- a/examples/examples_visualizations/002_visualize_y_cut_plane.html
+++ b/examples/examples_visualizations/002_visualize_y_cut_plane.html
@@ -239,6 +239,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -373,6 +374,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/examples/examples_visualizations/003_visualize_cross_plane.html b/examples/examples_visualizations/003_visualize_cross_plane.html
index 22bba1e08..bf21ceef8 100644
--- a/examples/examples_visualizations/003_visualize_cross_plane.html
+++ b/examples/examples_visualizations/003_visualize_cross_plane.html
@@ -239,6 +239,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -373,6 +374,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/examples/examples_visualizations/004_visualize_rotor_values.html b/examples/examples_visualizations/004_visualize_rotor_values.html
index cd3438ee2..0c5dfc310 100644
--- a/examples/examples_visualizations/004_visualize_rotor_values.html
+++ b/examples/examples_visualizations/004_visualize_rotor_values.html
@@ -239,6 +239,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -373,6 +374,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/examples/examples_visualizations/005_visualize_flow_by_sweeping_turbines.html b/examples/examples_visualizations/005_visualize_flow_by_sweeping_turbines.html
index 9b429a1a3..bd361aa00 100644
--- a/examples/examples_visualizations/005_visualize_flow_by_sweeping_turbines.html
+++ b/examples/examples_visualizations/005_visualize_flow_by_sweeping_turbines.html
@@ -239,6 +239,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -373,6 +374,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/examples/examples_wind_data/001_wind_data_comparisons.html b/examples/examples_wind_data/001_wind_data_comparisons.html
index 6e4b82da4..5efad8206 100644
--- a/examples/examples_wind_data/001_wind_data_comparisons.html
+++ b/examples/examples_wind_data/001_wind_data_comparisons.html
@@ -239,6 +239,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -373,6 +374,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
@@ -758,17 +761,17 @@ <h1>Example: Wind Data Comparisons<a class="headerlink" href="#example-wind-data
 <div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span><span class=" -Color -Color-Blue">floris.floris_model.FlorisModel</span> <span class=" -Color -Color-Bold -Color-Bold-Black">WARNING</span> <span class=" -Color -Color-Yellow">Computing AVP with uniform frequencies. Results results may not reflect annual operation.</span>
 </pre></div>
 </div>
-<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>AEP from TimeSeries 37.28 GWh
-AEP from WindRose 37.61 GWh
-AEP from WindTIRose 37.60 GWh
-Annual Value Production (AVP) from TimeSeries 952378.67 dollars
-AVP from WindRose 962801.62 dollars
-AVP from WindTIRose 962574.63 dollars
+<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>AEP from TimeSeries 39.31 GWh
+AEP from WindRose 39.59 GWh
+AEP from WindTIRose 39.59 GWh
+Annual Value Production (AVP) from TimeSeries 973817.15 dollars
+AVP from WindRose 976532.76 dollars
+AVP from WindTIRose 976581.38 dollars
 </pre></div>
 </div>
-<img alt="../../_images/3886295983ee7e20e5b037a978f350fc54d2679dfa5cffec2f50678dec724d4d.png" src="../../_images/3886295983ee7e20e5b037a978f350fc54d2679dfa5cffec2f50678dec724d4d.png" />
-<img alt="../../_images/4c690f5df0f7c7015382e27014f3808a1c80d41cb7d6d16c13e5ff63c0981d85.png" src="../../_images/4c690f5df0f7c7015382e27014f3808a1c80d41cb7d6d16c13e5ff63c0981d85.png" />
-<img alt="../../_images/0a5f48b619e75062ae2c88178d8ef1c9922c99e37d54af663e1b8116174be0d6.png" src="../../_images/0a5f48b619e75062ae2c88178d8ef1c9922c99e37d54af663e1b8116174be0d6.png" />
+<img alt="../../_images/f77a6447c281f9c4d3c26a561053827b1b4fca7a53fa4b04c5935715c3102fe5.png" src="../../_images/f77a6447c281f9c4d3c26a561053827b1b4fca7a53fa4b04c5935715c3102fe5.png" />
+<img alt="../../_images/731d24949bbd5988e8c315ff7e20a36e9ac174596a27f85e4d4750a9678bf279.png" src="../../_images/731d24949bbd5988e8c315ff7e20a36e9ac174596a27f85e4d4750a9678bf279.png" />
+<img alt="../../_images/b47913cfb18924af59911ed9c327e0a3bd0d0ccc723231acb212046dd7ea4c7b.png" src="../../_images/b47913cfb18924af59911ed9c327e0a3bd0d0ccc723231acb212046dd7ea4c7b.png" />
 </div>
 </div>
 </section>
diff --git a/examples/examples_wind_data/002_generate_ti.html b/examples/examples_wind_data/002_generate_ti.html
index a410f769a..e69bf4c54 100644
--- a/examples/examples_wind_data/002_generate_ti.html
+++ b/examples/examples_wind_data/002_generate_ti.html
@@ -239,6 +239,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -373,6 +374,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/examples/examples_wind_data/003_generate_value.html b/examples/examples_wind_data/003_generate_value.html
index 8710f0b39..1fc885007 100644
--- a/examples/examples_wind_data/003_generate_value.html
+++ b/examples/examples_wind_data/003_generate_value.html
@@ -239,6 +239,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -373,6 +374,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/examples/examples_wind_resource_grid/000_generate_example_wrg.html b/examples/examples_wind_resource_grid/000_generate_example_wrg.html
index e6777929f..9737d5bab 100644
--- a/examples/examples_wind_resource_grid/000_generate_example_wrg.html
+++ b/examples/examples_wind_resource_grid/000_generate_example_wrg.html
@@ -239,6 +239,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -373,6 +374,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/examples/examples_wind_resource_grid/001_wind_rose_wrg.html b/examples/examples_wind_resource_grid/001_wind_rose_wrg.html
index 0edf0053d..8d9a06555 100644
--- a/examples/examples_wind_resource_grid/001_wind_rose_wrg.html
+++ b/examples/examples_wind_resource_grid/001_wind_rose_wrg.html
@@ -239,6 +239,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -373,6 +374,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
@@ -735,7 +738,7 @@ <h1>Example: WindRoseWRG<a class="headerlink" href="#example-windrosewrg" title=
   exponent = -((x / a) ** k)
 /home/runner/work/floris/floris/floris/wind_data.py:2945: RuntimeWarning: invalid value encountered in power
   exponent = -((x / a) ** k)
-/tmp/ipykernel_4352/3152068732.py:44: UserWarning: No artists with labels found to put in legend.  Note that artists whose label start with an underscore are ignored when legend() is called with no argument.
+/tmp/ipykernel_4482/3152068732.py:44: UserWarning: No artists with labels found to put in legend.  Note that artists whose label start with an underscore are ignored when legend() is called with no argument.
   ax.legend().set_visible(False)
 </pre></div>
 </div>
@@ -759,7 +762,7 @@ <h1>Example: WindRoseWRG<a class="headerlink" href="#example-windrosewrg" title=
   exponent = -((x / a) ** k)
 </pre></div>
 </div>
-<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/tmp/ipykernel_4352/3152068732.py:73: UserWarning: No artists with labels found to put in legend.  Note that artists whose label start with an underscore are ignored when legend() is called with no argument.
+<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/tmp/ipykernel_4482/3152068732.py:73: UserWarning: No artists with labels found to put in legend.  Note that artists whose label start with an underscore are ignored when legend() is called with no argument.
   ax.legend().set_visible(False)
 </pre></div>
 </div>
diff --git a/examples/examples_wind_resource_grid/002_set_floris_with_wrg.html b/examples/examples_wind_resource_grid/002_set_floris_with_wrg.html
index 2818281ec..ed7e40588 100644
--- a/examples/examples_wind_resource_grid/002_set_floris_with_wrg.html
+++ b/examples/examples_wind_resource_grid/002_set_floris_with_wrg.html
@@ -239,6 +239,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -373,6 +374,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
@@ -770,9 +773,7 @@ <h1>Example: Setting FLORIS with WindRoseWRG<a class="headerlink" href="#example
 Expected farm power: 6876471.090132672
 Sum of expected turbine powers: 6876471.0901326705
 =====================================
-</pre></div>
-</div>
-<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>Expected turbine powers:
+Expected turbine powers:
 All wind roses: [2280015.29955901 2272352.87711173 2324102.91346193]
 First wind rose (1st power matches): (2280015.299559007), 2246402.363523383, 2280814.65360161)
 Last wind rose (Last power matches): 2323303.5594193344, 2289690.62338371, (2324102.913461933)
diff --git a/examples/examples_wind_resource_grid/003_wrg_compar_layout_optimization.html b/examples/examples_wind_resource_grid/003_wrg_compar_layout_optimization.html
index 6e5d5e16c..7c9474b75 100644
--- a/examples/examples_wind_resource_grid/003_wrg_compar_layout_optimization.html
+++ b/examples/examples_wind_resource_grid/003_wrg_compar_layout_optimization.html
@@ -238,6 +238,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -372,6 +373,8 @@
 <li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
@@ -887,39 +890,39 @@ <h1>Example: Layout optimization with WindRoseWRG comparison<a class="headerlink
 <div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>=======================================
 Optimization step +1.0
 Optimization time = +30.4 [s]
-Mean AEP = 40.8 [GWh] (+0.45%)
-Median AEP = 40.8 [GWh] (+0.45%)
+Mean AEP = 40.8 [GWh] (+0.49%)
+Median AEP = 40.8 [GWh] (+0.49%)
 Max AEP = 40.9 [GWh] (+0.55%)
-Min AEP = 40.8 [GWh] (+0.36%)
+Min AEP = 40.8 [GWh] (+0.44%)
 =======================================
 Optimization time: 30.4 s / 120.0 s
 </pre></div>
 </div>
 <div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>=======================================
 Optimization step +2.0
-Optimization time = +60.7 [s]
-Mean AEP = 40.9 [GWh] (+0.55%)
+Optimization time = +60.8 [s]
+Mean AEP = 40.9 [GWh] (+0.56%)
 Median AEP = 40.9 [GWh] (+0.56%)
-Max AEP = 40.9 [GWh] (+0.58%)
-Min AEP = 40.8 [GWh] (+0.51%)
+Max AEP = 40.9 [GWh] (+0.57%)
+Min AEP = 40.9 [GWh] (+0.55%)
 =======================================
-Optimization time: 60.7 s / 120.0 s
+Optimization time: 60.8 s / 120.0 s
 </pre></div>
 </div>
 <div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>=======================================
 Optimization step +3.0
-Optimization time = +91.1 [s]
+Optimization time = +91.2 [s]
 Mean AEP = 40.9 [GWh] (+0.57%)
-Median AEP = 40.9 [GWh] (+0.57%)
+Median AEP = 40.9 [GWh] (+0.56%)
 Max AEP = 40.9 [GWh] (+0.58%)
 Min AEP = 40.9 [GWh] (+0.56%)
 =======================================
-Optimization time: 91.1 s / 120.0 s
+Optimization time: 91.2 s / 120.0 s
 </pre></div>
 </div>
 <div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>=======================================
 Optimization step +4.0
-Optimization time = +121.6 [s]
+Optimization time = +121.7 [s]
 Mean AEP = 40.9 [GWh] (+0.57%)
 Median AEP = 40.9 [GWh] (+0.58%)
 Max AEP = 40.9 [GWh] (+0.58%)
@@ -929,11 +932,11 @@ <h1>Example: Layout optimization with WindRoseWRG comparison<a class="headerlink
 =====================================
 Objective log array (WRG):
 (5, 4)
-[[0.99423073 0.99423073 0.99423073 0.99423073]
- [0.99973137 0.99861136 0.99780509 0.9987337 ]
- [0.99978328 0.9997615  0.99925961 0.99996666]
- [0.99996666 0.99978328 0.99976307 0.99996853]
- [0.99996853 1.         0.99984102 0.99996853]]
+[[0.99422466 0.99422466 0.99422466 0.99422466]
+ [0.99942091 0.99971275 0.99856539 0.99875748]
+ [0.99973099 0.9998806  0.99975763 0.9997543 ]
+ [0.99992206 0.99975763 0.9997543  0.99999074]
+ [0.99999696 0.99998742 0.99976421 1.        ]]
 </pre></div>
 </div>
 <div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>Using supplied initial layout for 4 individuals.
@@ -951,44 +954,44 @@ <h1>Example: Layout optimization with WindRoseWRG comparison<a class="headerlink
 </div>
 <div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>=======================================
 Optimization step +1.0
-Optimization time = +31.4 [s]
+Optimization time = +30.2 [s]
 Mean AEP = 44.0 [GWh] (+0.58%)
-Median AEP = 44.0 [GWh] (+0.58%)
-Max AEP = 44.0 [GWh] (+0.61%)
-Min AEP = 44.0 [GWh] (+0.57%)
+Median AEP = 44.0 [GWh] (+0.57%)
+Max AEP = 44.0 [GWh] (+0.60%)
+Min AEP = 44.0 [GWh] (+0.56%)
 =======================================
-Optimization time: 31.4 s / 120.0 s
+Optimization time: 30.2 s / 120.0 s
 </pre></div>
 </div>
 <div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>=======================================
 Optimization step +2.0
-Optimization time = +61.6 [s]
+Optimization time = +60.5 [s]
 Mean AEP = 44.0 [GWh] (+0.65%)
 Median AEP = 44.0 [GWh] (+0.64%)
-Max AEP = 44.0 [GWh] (+0.74%)
+Max AEP = 44.0 [GWh] (+0.72%)
 Min AEP = 44.0 [GWh] (+0.59%)
 =======================================
-Optimization time: 61.6 s / 120.0 s
+Optimization time: 60.5 s / 120.0 s
 </pre></div>
 </div>
 <div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>=======================================
 Optimization step +3.0
-Optimization time = +91.8 [s]
-Mean AEP = 44.0 [GWh] (+0.72%)
-Median AEP = 44.0 [GWh] (+0.72%)
+Optimization time = +90.8 [s]
+Mean AEP = 44.0 [GWh] (+0.74%)
+Median AEP = 44.0 [GWh] (+0.74%)
 Max AEP = 44.0 [GWh] (+0.74%)
-Min AEP = 44.0 [GWh] (+0.69%)
+Min AEP = 44.0 [GWh] (+0.73%)
 =======================================
-Optimization time: 91.8 s / 120.0 s
+Optimization time: 90.8 s / 120.0 s
 </pre></div>
 </div>
 <div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>=======================================
 Optimization step +4.0
-Optimization time = +122.1 [s]
-Mean AEP = 44.0 [GWh] (+0.73%)
+Optimization time = +121.0 [s]
+Mean AEP = 44.0 [GWh] (+0.74%)
 Median AEP = 44.0 [GWh] (+0.74%)
 Max AEP = 44.0 [GWh] (+0.74%)
-Min AEP = 44.0 [GWh] (+0.71%)
+Min AEP = 44.0 [GWh] (+0.74%)
 =======================================
 Final AEP = 44.0 [GWh] (+0.74%)
 </pre></div>
@@ -1008,24 +1011,24 @@ <h1>Example: Layout optimization with WindRoseWRG comparison<a class="headerlink
 </div>
 <div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>=======================================
 Optimization step +1.0
-Optimization time = +30.4 [s]
-Mean AEP = 40.3 [GWh] (+0.56%)
-Median AEP = 40.3 [GWh] (+0.57%)
-Max AEP = 40.3 [GWh] (+0.58%)
-Min AEP = 40.3 [GWh] (+0.54%)
+Optimization time = +30.3 [s]
+Mean AEP = 40.3 [GWh] (+0.64%)
+Median AEP = 40.3 [GWh] (+0.64%)
+Max AEP = 40.3 [GWh] (+0.64%)
+Min AEP = 40.3 [GWh] (+0.64%)
 =======================================
-Optimization time: 30.4 s / 120.0 s
+Optimization time: 30.3 s / 120.0 s
 </pre></div>
 </div>
 <div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>=======================================
 Optimization step +2.0
-Optimization time = +60.6 [s]
-Mean AEP = 40.3 [GWh] (+0.64%)
-Median AEP = 40.3 [GWh] (+0.64%)
+Optimization time = +60.7 [s]
+Mean AEP = 40.3 [GWh] (+0.65%)
+Median AEP = 40.3 [GWh] (+0.65%)
 Max AEP = 40.3 [GWh] (+0.65%)
-Min AEP = 40.3 [GWh] (+0.62%)
+Min AEP = 40.3 [GWh] (+0.64%)
 =======================================
-Optimization time: 60.6 s / 120.0 s
+Optimization time: 60.7 s / 120.0 s
 </pre></div>
 </div>
 <div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>=======================================
@@ -1051,16 +1054,16 @@ <h1>Example: Layout optimization with WindRoseWRG comparison<a class="headerlink
 =====================================
 Objective log array (HET):
 (5, 4)
-[[0.99268393 0.99268393 0.99268393 0.99268393]
- [0.99870166 0.9984253  0.99832897 0.9984493 ]
- [0.99925553 0.99879652 0.99857899 0.99998934]
- [0.9999978  0.99955119 0.99974047 0.99998934]
- [1.         0.99998934 0.99975326 0.9999978 ]]
+[[0.99264276 0.99264276 0.99264276 0.99264276]
+ [0.99856493 0.99834242 0.9982009  0.9983353 ]
+ [0.99861915 0.99933038 0.99853356 0.99981923]
+ [0.99995012 0.99991779 0.99999905 0.99992897]
+ [1.         0.9999908  0.99997074 0.99999915]]
 </pre></div>
 </div>
 <img alt="../../_images/99f05b803e022241b68b8d6211b47329a58d8072aff78cc9c2355367b182c115.png" src="../../_images/99f05b803e022241b68b8d6211b47329a58d8072aff78cc9c2355367b182c115.png" />
-<img alt="../../_images/912e96702771cada9eb8beec0063b573e8f1662d25f61d087098dd3e3c53191c.png" src="../../_images/912e96702771cada9eb8beec0063b573e8f1662d25f61d087098dd3e3c53191c.png" />
-<img alt="../../_images/fbc1be428e2bd8977ac8a7fb1bc2c78f9efe6d3cd05826fb475d02673bae0e07.png" src="../../_images/fbc1be428e2bd8977ac8a7fb1bc2c78f9efe6d3cd05826fb475d02673bae0e07.png" />
+<img alt="../../_images/bfeac18c4a6d69a1a4c8c3c25fd91fcb3deb8d4e8421c5bc775a06d94f7d76e4.png" src="../../_images/bfeac18c4a6d69a1a4c8c3c25fd91fcb3deb8d4e8421c5bc775a06d94f7d76e4.png" />
+<img alt="../../_images/ace7ec2080ea1ef80d8c33acf36c84185c26d2dad26c4715686b2dcc9c400165.png" src="../../_images/ace7ec2080ea1ef80d8c33acf36c84185c26d2dad26c4715686b2dcc9c400165.png" />
 </div>
 </div>
 </section>
diff --git a/floating_wind_turbine.html b/floating_wind_turbine.html
index d01ddb93e..0582d6cf1 100644
--- a/floating_wind_turbine.html
+++ b/floating_wind_turbine.html
@@ -239,6 +239,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -373,6 +374,8 @@
 <li class="toctree-l1"><a class="reference internal" href="examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/genindex.html b/genindex.html
index 8de1441a6..b591bd20f 100644
--- a/genindex.html
+++ b/genindex.html
@@ -240,6 +240,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -374,6 +375,8 @@
 <li class="toctree-l1"><a class="reference internal" href="examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
@@ -1321,8 +1324,6 @@ <h2 id="F">F</h2>
         <li><a href="_autosummary/floris.layout_visualization.html#module-floris.layout_visualization">module</a>
 </li>
       </ul></li>
-  </ul></td>
-  <td style="width: 33%; vertical-align: top;"><ul>
       <li>
     floris.logging_manager
 
@@ -1330,6 +1331,8 @@ <h2 id="F">F</h2>
         <li><a href="_autosummary/floris.logging_manager.html#module-floris.logging_manager">module</a>
 </li>
       </ul></li>
+  </ul></td>
+  <td style="width: 33%; vertical-align: top;"><ul>
       <li>
     floris.optimization
 
@@ -1356,6 +1359,13 @@ <h2 id="F">F</h2>
 
       <ul>
         <li><a href="_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html#module-floris.optimization.layout_optimization.layout_optimization_boundary_grid">module</a>
+</li>
+      </ul></li>
+      <li>
+    floris.optimization.layout_optimization.layout_optimization_gridded
+
+      <ul>
+        <li><a href="_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html#module-floris.optimization.layout_optimization.layout_optimization_gridded">module</a>
 </li>
       </ul></li>
       <li>
@@ -1624,14 +1634,22 @@ <h2 id="G">G</h2>
       </ul></li>
       <li><a href="_autosummary/floris.wind_data.html#floris.wind_data.WindRoseWRG.get_heterogeneous_wind_rose">get_heterogeneous_wind_rose() (floris.wind_data.WindRoseWRG method)</a>
 </li>
-  </ul></td>
-  <td style="width: 33%; vertical-align: top;"><ul>
       <li><a href="_autosummary/floris.floris_model.html#floris.floris_model.FlorisModel.get_operation_model">get_operation_model() (floris.floris_model.FlorisModel method)</a>
+
+      <ul>
+        <li><a href="_autosummary/floris.parallel_floris_model.html#floris.parallel_floris_model.ParallelFlorisModel.get_operation_model">(floris.parallel_floris_model.ParallelFlorisModel method)</a>
 </li>
+      </ul></li>
+  </ul></td>
+  <td style="width: 33%; vertical-align: top;"><ul>
       <li><a href="_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html#floris.optimization.layout_optimization.layout_optimization_pyoptsparse.LayoutOptimizationPyOptSparse.get_optimized_locs">get_optimized_locs() (floris.optimization.layout_optimization.layout_optimization_pyoptsparse.LayoutOptimizationPyOptSparse method)</a>
 </li>
       <li><a href="_autosummary/floris.floris_model.html#floris.floris_model.FlorisModel.get_param">get_param() (floris.floris_model.FlorisModel method)</a>
+
+      <ul>
+        <li><a href="_autosummary/floris.parallel_floris_model.html#floris.parallel_floris_model.ParallelFlorisModel.get_param">(floris.parallel_floris_model.ParallelFlorisModel method)</a>
 </li>
+      </ul></li>
       <li><a href="_autosummary/floris.cut_plane.html#floris.cut_plane.get_plane_from_flow_data">get_plane_from_flow_data() (in module floris.cut_plane)</a>
 </li>
       <li><a href="_autosummary/floris.floris_model.html#floris.floris_model.FlorisModel.get_plane_of_points">get_plane_of_points() (floris.floris_model.FlorisModel method)</a>
@@ -1793,6 +1811,8 @@ <h2 id="L">L</h2>
       <li><a href="_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html#floris.optimization.layout_optimization.layout_optimization_base.LayoutOptimization">LayoutOptimization (class in floris.optimization.layout_optimization.layout_optimization_base)</a>
 </li>
       <li><a href="_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html#floris.optimization.layout_optimization.layout_optimization_boundary_grid.LayoutOptimizationBoundaryGrid">LayoutOptimizationBoundaryGrid (class in floris.optimization.layout_optimization.layout_optimization_boundary_grid)</a>
+</li>
+      <li><a href="_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html#floris.optimization.layout_optimization.layout_optimization_gridded.LayoutOptimizationGridded">LayoutOptimizationGridded (class in floris.optimization.layout_optimization.layout_optimization_gridded)</a>
 </li>
   </ul></td>
   <td style="width: 33%; vertical-align: top;"><ul>
@@ -1947,6 +1967,8 @@ <h2 id="M">M</h2>
         <li><a href="_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html#module-floris.optimization.layout_optimization.layout_optimization_base">floris.optimization.layout_optimization.layout_optimization_base</a>
 </li>
         <li><a href="_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html#module-floris.optimization.layout_optimization.layout_optimization_boundary_grid">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a>
+</li>
+        <li><a href="_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html#module-floris.optimization.layout_optimization.layout_optimization_gridded">floris.optimization.layout_optimization.layout_optimization_gridded</a>
 </li>
         <li><a href="_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html#module-floris.optimization.layout_optimization.layout_optimization_pyoptsparse">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a>
 </li>
@@ -2062,6 +2084,8 @@ <h2 id="O">O</h2>
       <li><a href="_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html#floris.optimization.layout_optimization.layout_optimization_base.LayoutOptimization.optimize">optimize() (floris.optimization.layout_optimization.layout_optimization_base.LayoutOptimization method)</a>
 
       <ul>
+        <li><a href="_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html#floris.optimization.layout_optimization.layout_optimization_gridded.LayoutOptimizationGridded.optimize">(floris.optimization.layout_optimization.layout_optimization_gridded.LayoutOptimizationGridded method)</a>
+</li>
         <li><a href="_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html#floris.optimization.layout_optimization.layout_optimization_random_search.LayoutOptimizationRandomSearch.optimize">(floris.optimization.layout_optimization.layout_optimization_random_search.LayoutOptimizationRandomSearch method)</a>
 </li>
         <li><a href="_autosummary/floris.optimization.layout_optimization.layout_optimization_scipy.html#floris.optimization.layout_optimization.layout_optimization_scipy.LayoutOptimizationScipy.optimize">(floris.optimization.layout_optimization.layout_optimization_scipy.LayoutOptimizationScipy method)</a>
@@ -2420,11 +2444,19 @@ <h2 id="S">S</h2>
       <li><a href="_autosummary/floris.floris_model.html#floris.floris_model.FlorisModel.set_operation">set_operation() (floris.floris_model.FlorisModel method)</a>
 </li>
       <li><a href="_autosummary/floris.floris_model.html#floris.floris_model.FlorisModel.set_operation_model">set_operation_model() (floris.floris_model.FlorisModel method)</a>
+
+      <ul>
+        <li><a href="_autosummary/floris.parallel_floris_model.html#floris.parallel_floris_model.ParallelFlorisModel.set_operation_model">(floris.parallel_floris_model.ParallelFlorisModel method)</a>
 </li>
+      </ul></li>
       <li><a href="_autosummary/floris.cut_plane.html#floris.cut_plane.set_origin">set_origin() (in module floris.cut_plane)</a>
 </li>
       <li><a href="_autosummary/floris.floris_model.html#floris.floris_model.FlorisModel.set_param">set_param() (floris.floris_model.FlorisModel method)</a>
+
+      <ul>
+        <li><a href="_autosummary/floris.parallel_floris_model.html#floris.parallel_floris_model.ParallelFlorisModel.set_param">(floris.parallel_floris_model.ParallelFlorisModel method)</a>
 </li>
+      </ul></li>
       <li><a href="_autosummary/floris.core.farm.html#floris.core.farm.Farm.set_power_setpoints">set_power_setpoints() (floris.core.farm.Farm method)</a>
 </li>
       <li><a href="_autosummary/floris.core.farm.html#floris.core.farm.Farm.set_power_setpoints_to_ref_power">set_power_setpoints_to_ref_power() (floris.core.farm.Farm method)</a>
@@ -2432,11 +2464,11 @@ <h2 id="S">S</h2>
       <li><a href="_autosummary/floris.wind_data.html#floris.wind_data.WindRoseWRG.set_ti_table">set_ti_table() (floris.wind_data.WindRoseWRG method)</a>
 </li>
       <li><a href="_autosummary/floris.core.farm.html#floris.core.farm.Farm.set_tilt_to_ref_tilt">set_tilt_to_ref_tilt() (floris.core.farm.Farm method)</a>
-</li>
-      <li><a href="_autosummary/floris.wind_data.html#floris.wind_data.WindRoseWRG.set_wd_step">set_wd_step() (floris.wind_data.WindRoseWRG method)</a>
 </li>
   </ul></td>
   <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="_autosummary/floris.wind_data.html#floris.wind_data.WindRoseWRG.set_wd_step">set_wd_step() (floris.wind_data.WindRoseWRG method)</a>
+</li>
       <li><a href="_autosummary/floris.wind_data.html#floris.wind_data.WindRoseWRG.set_wind_speeds">set_wind_speeds() (floris.wind_data.WindRoseWRG method)</a>
 </li>
       <li><a href="_autosummary/floris.flow_visualization.html#floris.flow_visualization.VelocityProfilesFigure.set_xlim">set_xlim() (floris.flow_visualization.VelocityProfilesFigure method)</a>
@@ -2556,6 +2588,8 @@ <h2 id="T">T</h2>
       <li><a href="_autosummary/floris.wind_data.html#floris.wind_data.TimeSeries.to_WindTIRose">to_WindTIRose() (floris.wind_data.TimeSeries method)</a>
 </li>
       <li><a href="_autosummary/floris.logging_manager.html#floris.logging_manager.TracebackInfoFilter">TracebackInfoFilter (class in floris.logging_manager)</a>
+</li>
+      <li><a href="_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html#floris.optimization.layout_optimization.layout_optimization_gridded.LayoutOptimizationGridded.trim_to_circle">trim_to_circle() (floris.optimization.layout_optimization.layout_optimization_gridded.LayoutOptimizationGridded static method)</a>
 </li>
       <li><a href="_autosummary/floris.core.turbine.turbine.html#floris.core.turbine.turbine.Turbine.TSR">TSR (floris.core.turbine.turbine.Turbine attribute)</a>
 </li>
diff --git a/heterogeneous_map.html b/heterogeneous_map.html
index 039b4825d..38b5ab346 100644
--- a/heterogeneous_map.html
+++ b/heterogeneous_map.html
@@ -239,6 +239,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -373,6 +374,8 @@
 <li class="toctree-l1"><a class="reference internal" href="examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/index.html b/index.html
index ef0d4008e..2adfa9e9c 100644
--- a/index.html
+++ b/index.html
@@ -242,6 +242,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -376,6 +377,8 @@
 <li class="toctree-l1"><a class="reference internal" href="examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/input_reference_main.html b/input_reference_main.html
index fa5ae4303..ef0696313 100644
--- a/input_reference_main.html
+++ b/input_reference_main.html
@@ -239,6 +239,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -373,6 +374,8 @@
 <li class="toctree-l1"><a class="reference internal" href="examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/input_reference_turbine.html b/input_reference_turbine.html
index c28f63026..72f9a20c4 100644
--- a/input_reference_turbine.html
+++ b/input_reference_turbine.html
@@ -239,6 +239,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -373,6 +374,8 @@
 <li class="toctree-l1"><a class="reference internal" href="examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/installation.html b/installation.html
index a395fbc10..1efe5a434 100644
--- a/installation.html
+++ b/installation.html
@@ -239,6 +239,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -373,6 +374,8 @@
 <li class="toctree-l1"><a class="reference internal" href="examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/intro_concepts.html b/intro_concepts.html
index e776f8d2e..ec3b0003c 100644
--- a/intro_concepts.html
+++ b/intro_concepts.html
@@ -239,6 +239,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -373,6 +374,8 @@
 <li class="toctree-l1"><a class="reference internal" href="examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
@@ -1258,9 +1261,9 @@ <h2>Basic use case: calculating AEP<a class="headerlink" href="#basic-use-case-c
 </pre></div>
 </div>
 <div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>Model    AEP (GWh)  Compute Time (s)
-Jensen   661.838    0.653 
-GCH      683.869    2.699 
-CC       661.315    5.561 
+Jensen   661.838    0.660 
+GCH      683.869    2.719 
+CC       661.315    5.558 
 </pre></div>
 </div>
 </div>
@@ -1342,27 +1345,21 @@ <h2>Basic use case: wake steering design<a class="headerlink" href="#basic-use-c
 </pre></div>
 </div>
 <div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>[Serial Refine] Processing pass=1, turbine_depth=0 (50.0%)
-</pre></div>
-</div>
-<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>[Serial Refine] Processing pass=1, turbine_depth=1 (57.1%)
+[Serial Refine] Processing pass=1, turbine_depth=1 (57.1%)
 </pre></div>
 </div>
 <div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>[Serial Refine] Processing pass=1, turbine_depth=2 (64.3%)
-</pre></div>
-</div>
-<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>[Serial Refine] Processing pass=1, turbine_depth=3 (71.4%)
+[Serial Refine] Processing pass=1, turbine_depth=3 (71.4%)
 </pre></div>
 </div>
 <div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>[Serial Refine] Processing pass=1, turbine_depth=4 (78.6%)
-</pre></div>
-</div>
-<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>[Serial Refine] Processing pass=1, turbine_depth=5 (85.7%)
+[Serial Refine] Processing pass=1, turbine_depth=5 (85.7%)
 </pre></div>
 </div>
 <div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>[Serial Refine] Processing pass=1, turbine_depth=6 (92.9%)
 </pre></div>
 </div>
-<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>Optimization wall time: 4.405 s
+<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>Optimization wall time: 3.066 s
 </pre></div>
 </div>
 </div>
diff --git a/layout_optimization.html b/layout_optimization.html
index 3e6bd9c18..ddfc3af27 100644
--- a/layout_optimization.html
+++ b/layout_optimization.html
@@ -241,6 +241,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -375,6 +376,8 @@
 <li class="toctree-l1"><a class="reference internal" href="examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
@@ -631,6 +634,7 @@ <h2> Contents </h2>
 <li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#background">Background</a></li>
 <li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#scipy-layout-optimization">Scipy layout optimization</a></li>
 <li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#genetic-random-search-layout-optimization">Genetic random search layout optimization</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#gridded-layout-optimization">Gridded layout optimization</a></li>
 </ul>
             </nav>
         </div>
@@ -718,6 +722,29 @@ <h2>Genetic random search layout optimization<a class="headerlink" href="#geneti
 shown in the right-hand plot.
 <img alt="" src="_images/plot_complex_docs.png" /></p>
 </section>
+<section id="gridded-layout-optimization">
+<h2>Gridded layout optimization<a class="headerlink" href="#gridded-layout-optimization" title="Link to this heading">#</a></h2>
+<p>The <code class="docutils literal notranslate"><span class="pre">LayoutOptimizationGridded</span></code> class allows users to quickly find a layout that fits the most
+turbines possible into the specified boundary area, given that the turbines are arranged in a
+gridded layout.
+To do so, a range of different rotations and translations of a generic gridded arrangement are
+tried, and the one that fits the most turbines into the boundary area is selected. No AEP
+evaluations are performed; rather, the cost function <span class="math notranslate nohighlight">\(f\)</span> to be maximized is simply <span class="math notranslate nohighlight">\(N\)</span>, the number
+of turbines, and there is an additional constraint that the turbines are arranged in a gridded
+fashion. Note that in other layout optimizers, <span class="math notranslate nohighlight">\(N\)</span> is fixed.</p>
+<p>We envisage that this will be useful for users that want to quickly generate a layout to
+&quot;fill&quot; a boundary region in a gridded manner. By default, the gridded arrangement is a square grid
+with spacing of <code class="docutils literal notranslate"><span class="pre">min_dist</span></code> (or <code class="docutils literal notranslate"><span class="pre">min_dist_D</span></code>); however, instantiating with the <code class="docutils literal notranslate"><span class="pre">hexagonal_packing</span></code>
+keyword argument set to <code class="docutils literal notranslate"><span class="pre">True</span></code> will provide a grid that offsets the rows to enable tighter packing
+of turbines while still satisfying the <code class="docutils literal notranslate"><span class="pre">min_dist</span></code>.</p>
+<p>As with the <code class="docutils literal notranslate"><span class="pre">LayoutOptimizationRandomSearch</span></code> class, the boundaries specified can be complex (and
+may contain separate areas).
+User settings include <code class="docutils literal notranslate"><span class="pre">rotation_step</span></code>, which specifies the step size for rotating the grid
+(in degrees); <code class="docutils literal notranslate"><span class="pre">rotation_range</span></code>, which specifies the range of rotation angles; <code class="docutils literal notranslate"><span class="pre">translation_step</span></code> or
+<code class="docutils literal notranslate"><span class="pre">translation_step_D</span></code>, which specifies the step size for translating the grid in meters or rotor
+diameters, respectively; and <code class="docutils literal notranslate"><span class="pre">translation_range</span></code>, which specifies the range of possible
+translations. All come with default values, which we expect to be suitable for many or most users.</p>
+</section>
 </section>
 
     <script type="text/x-thebe-config">
@@ -787,6 +814,7 @@ <h2>Genetic random search layout optimization<a class="headerlink" href="#geneti
 <li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#background">Background</a></li>
 <li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#scipy-layout-optimization">Scipy layout optimization</a></li>
 <li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#genetic-random-search-layout-optimization">Genetic random search layout optimization</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#gridded-layout-optimization">Gridded layout optimization</a></li>
 </ul>
   </nav></div>
 
diff --git a/objects.inv b/objects.inv
index 7b2377b092dc754dfbc90a888074145a344fb77d..78d105b6d24c586ac068136217f9d20e65526df1 100644
GIT binary patch
delta 4575
zcmV<55g_ivO2|vFu@ZmEkpkpsfK%XBhqfHET_Equq*x!%YAJD^1jjR=g%gt!eBfJ{
zJ|=$nEhH&9v!AR*6IbgO6#}bmql()ukB2k+^;jg!dK+n_YO&;q(?7nb262|SsbLpR
z-4T-SG<AM_NU~H8p5I;K_(2`WkDrRqr`7n4(f5~7`5l)Wwb*~OB=*0*B#M8<0vKzI
z-)r({9Dbk4TgF0nnLt1jf?(j>BvCxBER!7mq6SJWjY}tPVRPm3X<g2Exolb&HDxZF
z)QcH5mreEo!3gAO|IX98u)T8)iCxV4xo~2a+|a$6R4;A;T1_s2QNVgyiXid#Zfw9B
zg;n#fj@&M$PvU?5W05xNre8<WmQ2$+K-4FA<7mjZbn4tLS6@1HqPHyUo#e3nMw6K$
znt}tC_KT|n7|WzWoYm%EcnHIjenW|&K2FYVx^Dq(wcD16?dI{AC&GF^T}gve@s7JJ
zjby~>UgIcxJBn5T%aAjUFm(V-C0<WHY}6}aD*L<x7mk1Bm>!L=BBxbFOuA7k3fN%8
zKTE_>#=kkcn2aRklY`=!!S|T+w4CA7j3fNb*jjD06{-1P!pVI-OpEf?{{x>UAJsQe
zJ6&cPtM8|6W}^VLl#dcCK!o4vTk$S1welOOpCTI(utPEHA_?~GWo#97cFxwo8g=wt
zRlAkS+LnLrO!GvGX<_xnUx0<MS%0l*oiG8=L9|hEB~YURnA`gLa;@uhQ%Nl-CU#4l
zSSfDO%EM1q3!2Q#v$i}(<=Ym@{osWm3W1SJ`Oa8<Mb#bnK|M8aHb1~Rg-*}SxNTA+
zm)Xw9^*mj>pf`2#=t6^@^G6rVhK`wSOE7Sr?1+E*d;w|$H^}y>4ICufCeJ&5ZXyC0
z?R1<p+SZ`sl-M?>j;CD*oEPuf=*7CW$?j)u3o&;a>qLRJLs>oc!c!35ko@!dA@i&e
zzRxgg1}g?9f{qwHX{_3hB21<hcge9Q_xysZE%ZkZN@_}(rC}}3fK^LjsF5wFC=aLQ
zC4VwGS!Z|%uS1UXgdpx;^D}ZpSEQ<abH-IkytX{M?(9-QbewuR)bqaVpf1#7Dh0(k
z;gg{i9e;W9%7lpym6t7K(KRlrSV~fP(ILGWP1n{WD~@z?XFu1Y>#F;SW=URt<XI2q
z*EQ%<0S@vq_~jI3DGrOd@uaC$fnYkdDkE+(9P;n7s0hZdLTyeUMm7^QwHb->_sIVO
z=pl~NebZF8FXx=F#G>)N^*ms2X6NtUvI);?mVbL6@ClEe(Ws-2!mT0IoZ1=UidmW^
zWIv9Mh=`kf6R73)Y#dW9iikU{fg;dyo~;cXWe3DJ(Rn6VX21-neyhS%NEVIBf;ckU
zr0b5>SCe}}ze*AkpA0tXhFHhxe$5|Wlu>VI&<U@+z-eUF&;j$*dyySU(cU3-$$!xt
zFn`=BbfCguv(O#;`7-PVTZT^94R#G3@SEOO>Ow+xDO&BDP94ze>|8paoxFYLK#Tbf
zo+}aBn|SjCusLX>vj;^;4XaU?Tzld<I>9UhypLfpe(OU2G^~lV#*rUpfkxBQhvb`3
z>Raf{&o3ewoAB%4%LyxF6$J+<O7Zp#Xn%?lK-H<ev2xR)h-qL6O03!D8*&!#4*Uk7
zMq33i_yhVVN-c4)@sC@hJ7gJ<S_71qlPg%w#S<-Dx`&CaT9jWLM&c9-pDp>_k`xdW
zf+s|6$zFmXV^uCfkT}8wHy|e9Cri+jH4sZsDYOP9n=K0E_02W_2^+(n|NTdsaDTTy
z&x5O7Q9U@|6(RcuyfVONd_a#VcmFdq=ruq`(AEqH@0i(-K}PvaJNIwyfEoeE#=@CQ
zPXTzMpvY!7Y~pG}kYMDaCrpvJ&J7Z$WJ{zjjlu8i`KOp7N6??|U4Um%0{t&mP`Sw0
z?2muKabI?(c*?}8U)G2taWkU4#}~?a62uuwO;7yB*p9MY;est2xT+soyOT{AEgmPt
z@Q{R-Ye9aEuU$l5+A*5~fG6qzT;{nGeC|^Wlb9Gb6HT&CBd?jwd8l=KQQ@D+PTb9D
zli?U+0+-*DMj0>%{88yZ7H*r9eHkbRzS(q$3a@9AtQj(YZhUY}jcA*Zdv&xzjtiTT
z4P)6co-N|kiVh_Y*yiC+hr#)`H5<OM$A?8-qH3gW(rO5O0jw$0X(F~=h20g(K+FN2
zrioz@HN>z`24ZMTw-fV5MAZ-^!i`7@&^DAu1N60&ae73Q0kqlI=#XH7eHelr%qX3t
zrhzf4t{FjpU+r{_n#v6I{DBWBLSH8-QgO#Mset;bqBug6B=LyjdU&W2G3BW_eH~?-
z9tmXtZT7X#<}OJL_WXOyC@?9h0gzFBtr+@(&C0G3aa@>D*~#B*Qk3~900;hE%x;pl
z4xDkR9g#+q8(EIE7(Hsn?Z!HapB*wjGd?2OvGLD;w89B$I&nrcc1O}xK6x1ELl{$Q
zHUt#WrmEA@WTfN|6j2mSkRl_FX_29H#hCRPwP<5PG<u98EN{JW0?C&NT8g-1f{K8~
zs-{++I)Jvmf$Ef{APJ#HndJfNr1{fM@Y;uPBlxXz(O$=kK9(nN#5CjQDYRxi?HEnQ
z#_LXhUiIyZ5p!3Z8h2NKZuWS$<ICp<7{T56dO;(2owNRKHRix{jH~4W-s^a=nsU2^
z5p&n=7=3EG0<WyyzoD~WI2qU|O}!`<6I;8(!AYuH_ZfKB;OylCM+=af98lQv)2@J4
zF7BIilJe$_#-1gxmBSnNTxUe}Vn5F==E}`~<yB5{q<uY>XAN#;_bw(U=`a1ld$VCy
zdRNOBrK7wr%Ikf-nsTMh1QnV?NJrq6v3qwTd7W42cse0hmhPFEC%6CV8gF|1m94v8
zET^r!KgOE@u(Ea&h_&Rkt{3s<Agrw1cwsYfBVDCV?D>fzR#QZ#C#SpD?Y?tjL~_4>
zr(|y^#7e_q)EIS_J7ur?-D;BiFjE2D{>MDs(5p#Kw5E!zf1>B<hF%T1NE+2rb*1Dr
z9<KC1qaWiL`1sx%46+*hm~oW0GfRiFuKXTy1iXGg%xgYf!Qja62j&js*niBbuL8DS
zN|0CTv3I8)uV8`!i&KxRo~bww_ulJ&*v}3qN~IaX&1IY-pVgI`Em3{0;#NcQ4`*K^
zemZou!J81rI|7q^t<_hbON4(`o~(RUWZ+M}Y*ycQsXmv{?${IWzvPouo(CY$6%jXt
z8&<J;^XiBE*Rvv4JNF7?9Hk_#!-_|Jm@@o5|2Gis5Y8oNfR137;h>hc#Y35YzSoE^
z0Vjz3C-vU($2^vNLYp#Z%DUsqZH<2^V>1Qi+f`$mq}}v714uz{@>kwF{tCm$lMSpN
zw2;^j`$O^SnRxX~#_lIOiNlxluRs3yocqm*_@bw3@6y*We<1xyRnw&(O{G>w@SeZ)
zKFZ+U+xH(o-9L&-ewRn_9(a_0s;Zm%x-acf(F|5+y?N>VR(oA#xCKQQ0piUctnKxY
zbcC$)+`jbq$ySel8t8qLA*xg_ga?OiaPh7V_u{4Zh|(&+Pu!=(XpuBR)j@xH>AjP0
zJ>^?e6v11546>E`KZC-j7(_`AT|H2p?dOv1jdIc^Sp?~;HxE^|zXAGxgiykTA0ff~
zn~c7q=n7hA{u|3Y6~y~34^n0Od+DvF;}qUtz&g|4UwVZv9`A!ZXjh5;59QbyReZCt
zij?j_#62r-;=W=Wk6737kC&n$u?U_x)GDh8kKpAIcxH$bs|8K|2k&=T-x}7eV%5A;
zaSspwG9g6#bbOcG2{<)>^}JtD7sv5?A-617*nlsBdc4(n;yV{nYYthM;v|1wdU4TD
z)J<DV#dXn?<P9R)PUu=crMHEy9BgU<b|Q_XtS<!}$&=qP86@oms9zJ+(?6NR3?+)|
zR;{w$dyUcj)S?0Tv~QB^0Xzf!9{1FxqUopQ=b~e(&6=mxt3I%QMk?~2jVGcEq_6pJ
z_57-JqoRMErhXiDs5EMQ^H|5sXMxh-3dE^yHuR}iddmCb*N2gK>xr+>ymZeDYRsQK
z%VT&sqckg7?U7d8T0{2@2r%WNaOoq`NOwDaBWqua*Fw1pprPuPn_VI^<Xv-tVrd+v
zn+4R+`KSyc*&fAz<#tf?jt%)5>R*683h@a*Uz{uxM_t+{0q5W}wEv3-^JFkj9NSlC
z|He6f0ttd&0Nul*vA%lTf%?jWJ<BQbj~PmTpmL(rAr>9PbV)Ri=IkmzJH$`fV)lo;
zs!rbXFqn#opp7i=n7b86DOF^zj69gOo0g37;P8Z0X~K<vr>An>elR6$hAFxsk)!#K
z;+wYtBi;z1q4%u{HPowAU~fv;BYS~QDA>el8XrLOOS2g;eG-q<6G5NJuzf>Hh36Ke
zI7~r6Sc8rL|AtT$=fGzW7T_B4KeH&$WE3xtB0HDLHxq4IG3yNDC)vJEDPi4G<(qi!
zO+jy@F#u{m)@2#EX1J$A6{SLT(?caZK<FzThSAb1gAS{`1@bfLR<}iB?(;!k?-)=+
z@dN*!yxrfaz#W=vo;yT|cDmt{0U;cJ`~!3?iO&YpNr4<`<!p|xsgIN1Hb_OS%M$*z
z`cok6q_GL<6vV-_Jjw{(=B$?M@_DJS!^9&IL?d-C8d`3ofZM<<Nxd*SWx}lRo7Y16
z?duN79S2(S^%yyEQLa@61#5!zO?KXkx7y-vnz(XeRpwD+JHsY!BMDNuS3A6aBBpJ%
z0`p{7pq;>5z$3DOuKx_!Oeo!CsK}m-?5U$&y5uheIpMx@)v?JLwW$}Zk(PJr6sckg
z<PMoG%THa;#TrD2PQ}63Df;!0Ta!U<@$zMH6@c%ehV9boNS|0g3-CcSMDc@7IS<?k
ze$1~o^b_EZl!FdJL+=M3>RBa!ly{f>^)Brj4Jr&beGK5{UsPM?Ad03|QSom)#wxtN
zbXgI~gcBJfoq2YA8E+7+xthh_74uWMP%rP98`N@BuD#|{7BNHC71bBNE8qCkIu|Gc
z4Jy0kqp;6i$=7ZKP&c7z${Pe}wi_9;D-U~wim!fT$*2X#;wccTT*ZEWy+(c-fb}e7
z^3Au85BzH^wU$<o)scu|KSA&|_N3%|dqlYoLPKt2XUlsSnx9wkZvYfGaP=NbnGn69
zO<wVZ58MNohPwI=vB-k1Pm4zKP#2|p0Pfp{?uRdTwh=gk&TrGEqclY3>X3J4O^Hpj
z#Aj?8@V6CspYV$rr-<x-LFpAK!sv^9QGr*UXGHgJsIm{HSEdM*&tWmrD)pZ#Bw~`u
zCO5^7x8AD8G|b*qh^YpfG37CaRym3(rDz`Ip^5T_;}Pu|01ct#xr@6p%!ss`(%?+7
zzMxvPrfsU;c%Sb_$Zty&={Z`PzZtVnf_T}df*=}a#FwTv1O2go1XTgKKTi!&dO&>|
z^F@5_#`P@@wdFpqcuk$Avw_f2os=s~T}d~511KM^#JqBvuuhzwEhKe@N*J^gB;N|3
zt+G*pk#9>aLF&#+tNwk<R=+A1#RYkXP2L$mk`}AvqOZsgKMBKu?_lltu{3^jUhSw|
z{!~KT^FLShwHkhZ6>~*E>!plYU%B}JlOB|UxEtq(+T&+DRvWoYhSF3?fvPdT^VRh{
z>E3_HED>kG?&Q`RT}hXQ1Z@!!7pxr`XJfkFOO6jb<UM~a+O+p657WZzD8QZ|5;-rl
z9`N#LW*xC{ptF96vlVUdBxoaQ^~7qOvvroW=kV%Cv+HetLaOC_tgaFCVHGLrL;FF#
zcvg$q#lXz)jz*H4pXD!94UpH?$mY`YLI*NhKf2f%pkCk~i!EGrz%Iebcws%@ga>?<
zB>^97^um{E8A;^BIo(S^Wm*aPGs8s8<1~&Hf2xFDRh9sYNY%BxNBRB%?$Ap1x#I+n
zGMqTvU8}if5<oj+`0d*YY?aT=g|AuI+8*q9T`x*?l|63`h-@K46e{vF0fRbz%|ps=
zY}MsMweBDFk&Pz)UYvX6X;9tY@zzUY@AzURPdc<Vjw_EPOxa)3RcVekD{}pfirG34
J{C}5QFl#=q_n-g(

delta 4451
zcmV-p5uEPGOT$XAu@ZlpoY_yNp17K;RS2vOaaG)Q;XIt#ug4-;*2lM2suoL*IO*W?
z3xr9WC2s23g;RHg<U38BA0Lt|l^w-*mpFbX0rI1E;!{!8S7G%1B~*U1BG)LG2^Ra`
zUlPT?VzSQ~<M*088i(I!@|LkiTqY3Egdi9=H%SzaE6XH@zo>tKQcL5~iCfrQxqMoe
zGhQy6)<sR3%O>?=hRtP@eLye*dD_48v@UG#Tti|Pvwkj|*d;fwt|rxsTYy%ROJEeR
zo|Ym={Jk3+uts6k{Hr6ki|Lbi|5&8Wy6M-Ev?bHD4iNPT-Z&aEE}c5JhZ8QHI?-De
z_D*uxexu1u5lw%=0ZaSE)n@ZDsSxK<`Du1xc+zhuG1SM&*-iH?psjY>60zMp9`i(4
z@24wia4Oz$m!*-6INfU;+igeDDqtCM#&L}ffT_gm$p<TXMNDO%x4G<Cj_EeA6*;Xc
zV$zLTQNRWx{s|V2GX8zd#bhKQpBxm=48A>^r{xTvW*mQ4ZpPMXqpe8I2NO;y>tR}y
zxBegaH2GMviQ4Hh(^!2gYBL)JsHJ?ASOFsZ{?f{q)Ke?Jk@_jJ5dk|Cvo4Zg-(JR6
zQD^6D4XjZ|-&M6+sjO}3&NNT7m=;!F`~_GDoAuY4)(H~;9Yh-yR{}LEfVr)&FW0(G
zH<i?aVq$-{#EF&SCapaDWVN8l%sgw$b5y=<q1@+J7@`muxzFy5)mK#AfgjXU1IO9}
ztW)UpTq@fpHF6K^j9kyFuM2uZH>|cL7`RGxM18&hwSm)9`_u;RP;HavT^~1+0E~7z
zF4=5r&~ZU(n^VWHrfts2?iOteF?W;bM1i&gMLmD^!ZQZmko<Gfp&_~vzHe}D1}nN}
zf{qwHX{_9iB21<hcPFtY_xwVaE%ZkZ%V|oPrC}}30aZ(3sF5wFC=aLQ6?!>YXLty&
zLyr9NSKK$`XXJ>kNLAZY{8dT3wmiG;>{3B=oY*<k^S<n$F4SWx1;ts>N;RUFEUBih
zzS@)L6%&7H?aG9S4waWJWYIMovo9s7yx5CgjizgBk`>31xpRx_(RJ1RM6)C>Kk}>x
z^XnS)sQ?F<EUPF>aahcaCrzyi1k<Ti8F7>0kbj#)MKFH#UvmO6vZ17@%}A8LNB$Q;
z4{@CCo2I&bIp>5W7LD((<^g*%JAeO{O?Y0j-1~okPk3~nzK%Kyw}w=6YG;TmW@(m?
z{Wv-zB5tlspq8JXaZI%+BJOYnia^U*tTuF%9T4A0<(Xia0W+Yw7xAf(EE<yqab&hp
z(;cm^CijGXl_VrS8En)Hv5wRInm@iMqu%b26JB{?$;hgq1LmpsfI5<*y-Vhj|Driy
zxL1GXK!w3}nLGCLW!Mci&780s?3+2@H@%<Fg@o)<wAwfOIiT0syK_K0dHc?R7V{lE
zS0c1G@#YC&bI?X-4~mc)R--Pt_QZ2^f>{Q5AH!hW%Xt4ZtckS7ksoG(M$^-W<eO0H
zd)Um+9q*4#_;v8*gcY)if&&z#czXskMG1eP>g3i~x#>{EG_V9E)@<_)ISY6Pe&a=>
ztpXVQ0euvumN?k>$F0#FvJ6PA0m{pG6|Cmsi54#1!^BoC$}h?xaSDasj{Gh)3J40p
z6QZ_cFTs$pDi<M09ASbR5EJl|C1}bTh$W~LT7#0!7KQS<QX7DTjbYFK{-aH}+n;~u
z!PTy09USnAkbMJQ8Q?QMphuLufEgO}8lWR+YX*dO%<RV?qx@!x`!{z$jeuig;Y_Bd
z06bApWV0JKaTORyF!Iq8rbt|01c_6!B~q8h;CJ@?Q%sQ~=+E~qz_TcU{ue8#T;yx^
z$3Nk?KQmK2Wn$GYC&Q7r2~6JGVm%ZI;yOT0&(p@(j<Q|hiYw2nAKSW<j2JB*XQc3u
zgqCYTer=^)L|)o4n*x9*>Hu8kxf6WuR|=EY7&a5mu}&keRm^#)b$n6bpU6(!MQ4*B
z8Dj$V-jjtHFb8}R=|C2)dy~8wC<p$zbchPiSCi`*GJh^ksK`xkYDC+N+^eG%a$MMy
zY#7Uq@oW*NR&*$Nz%~zmIt<Rgt=aI6Jw7bz5>+F0lU76M3t&x|P7|^1D(tRM24W8I
zG))YPs3C@hG7v*!x}BIeBC3WU5pG0MfVQDL8lbPGjMF2c44}=vMu!9w?86Z3U`FXA
zH4ThWb$`tW`f8_Z)Kq4u=MQ{95&Akwk%~L6Nd?qb6~z&nB#B2H*TX}Nh$&Ca>FX%t
z^hhWJXtS?<Hg`#4u;<@nMuAC54S<a5YsJtPY*u!Sh~vVH%1-`flcLN=0XXpQVs?|X
zb>NIk?T9p@+{kjQ#pqEpZa3CZ{OpkNneh?Hj(?4RrWH<5(}^>pu{)Bk^2x(MAHtYg
zvmu~}HdURLCL<+(popSqf)p8XOp6SqE5@wXs6`tSqS0d%VR`F~6G*;H&{D)56I28=
zRyDQq)B&{h4OFKr1xW}s$}A69C(WOBg4aHT8^Ld#i}pHR^szjFBc>TYPoXvIX~$?X
zHh*4s@~UrNjF`LP)VR9>bhF319bY~_zzFWf*9#iK>zws>t1%~*V_Ypa;9kdz)s!0!
zjF`J_Na$136?kRuVsMQG!^yx#Y3fB;xw!@1O{!Zy?LBL7D;KwKImw0Q{jQ!Ru$9C6
z$6RMb^_nx!F6PS3RX$E~q<vYCXAN#;_kU&@C+RP}WP7t=R(cn07^S1UJ;&>Py_#~t
z#{?CcooPqlm9evHBYB+{ig-F9SC($wm?yXYA`fqR{FSYnFD$36yiLQK0kE=mFM_q?
zwJuxm<{+%B`2V+=xRI_>C-(eA5vwU8)05NP>vntKACcVeGuRsnvC?pzG)CR!Sbx~-
zez%(BNXt|}w<j)7H}q<fJE^H6>mRFmx}jG?&Voj@RGkWWjfX4!56Z`Q20lag27{~y
zKkFN%?ab2QtSi3^909K%mGYWTS1>s8+funJHTEB~>Z^dQmlEWadhFe)$19j%z~a;+
zt7j_C!@c)9_Ok<uQfY>8a~Y?|XMc62W=m9`tGLyW{1ejGh@X>OZSW?<@s7Y`Uu*T%
z=Mv$cl_x8o6&d)GFCf)-Aga%0v^)01`!D%qmFEG-b4A1r;f7VL-n{xD|Mjeh)y};F
z8AmCJ>#*WcAEpd{&;JdCV}NrB8lWTCWjLtiZShd1?=|9!p$Q`YNxgUcF@KLGpU|cZ
znzHV=a(CTd%GgXn`F7RVFlaZu&Hz%-oBWmcj=#b%@?-<+2Q4J_!~RgbdL~{yld=2B
zPU09M{p*iEKIa}}BEI~m+Pn0+%O6P3O4W4fM^mYl5xnOwy^k`u_xAnAPxp_alHcV~
zyayhos_Le`0!n*SG=tSyZ+~8Tztvt>8E!$*MSyto2WxwMBpo5^Jhv}Be#X<|AIW(i
zWr!-(3*pP48(h4r!@YRvJ)*P<@Dum0Fj^#yP<7CsUV883TTgk}6h-is9|&ya{?DNB
zt_4xjLst(}XZyKid!yWyNftr+>dixy?QeiSA(U|8M@TULI-##9x_^S!ng7NzPX+OQ
z%Y#(e{$BcR={S!z7_iRt_m^JbmB#xZkDOJa|3kSrMinn*tRkg*5OE*Fo4BtS$0OEt
z{Ntr)NGyUUj(5r`!XtQj1fCh<>}Ele|H1oR*0+W=t5`MfRNTqJ&*+DUpA+wrI{~Mr
zp7#st8ZCZH-j?MG8-MUcP>;7dPkiwqYRw@FQ=H__OMfQ%iMnZvsW|bOlDt7g+X-Fk
zr}Vbam4i(!z)qyGl=Y>cBYE<R9)qO40QD<_dip1Gn4v^*-KtgAd#^E?pIS5^pY~0X
zJ%DGR-{U^3R5bmx{9JTQwORADdesNkNJZYW@kEq?^fmvjo_}ApZdCNI)6|c{4wXi&
zZyxKI`7BTxT!A>>%!WSoN>6!z{Q58wZ$0rnmY43CL5=ydXL$@SXOw0ot3A?+TWjdP
z0Rg6b6fV6b8tHDwZ)ELj@meTX0W?(Ia<fZhhP-zyP%MpOWwU@9Iv<rmB-^97=nRV9
zu_0eW{R^;1A%8vr=!-K};?PI?OxzrthW3B)V4e)-i39BF6x=w+Par|?3!r;=G}c#-
zJ5XPFuxB|%eyqRrj43Bd9b(ZzOqWFSXwI(kQ#Aa%DQ16&j#k}xFqn#opp7i=n7b8+
z3RPsUj69gOo0g372<?PaX~K=Cr*iUqFePk;DY_w%qks92;_I&gBi;z1q4%u{HPowA
zU~fv;BYS~QDA>el8XrLOo2wZxeG-q<6G5NJuzf>Hh36KeI7~sn?^}-m|C&w|=fDR6
z7T_B4KeH&$WE3xtB0HDL*8^=@G3yNDC)vJEDPi4G<?C?nS3qy1F#u}TWf{0;xTixE
zr9ySnLop?MA?Pa}hSAb1gAS{`1@eR8R<}iB?)^Yt?-)=+@dN*|y4~NYz#W=vJ}g9u
zb~>b!P9YqBzLf7;5}ysGlL9%?%Gn%WQy(Y2ZIFsumnHnW?WaK4Nn;bzDTsq<d6W^n
z%~>ti<?~Wuhlxibh(_vOG_>4E0k?r!l6qlu%7j_rH?M{C+t(eEI}Wtu>oIcTqMVEj
z3f2Vao9w(7Z?(nUG;!s`s?4Ltc7{#dMiQiQuXcEUMNHdj1?I`FKs$lAfJbBlUH=)d
znNYgPP?0?u*;7Zm+T>!fCcp<#>f#5R-yFE_@tEH#=O@4)sX{sk4b>lbsArW>-d*z7
zyR@(CsW9C1F@T$YQEi=rD4JSDF5h^JRXE$|8nTqVATmb!Q0(|1*&teT>4d*4CPQ*n
zSYGdcHK^sLT<FW~V=*1m71bBNE8qA$E*B^Q4Jy0kUB1sfc-I`Us|%<!<qd)~XY4X$
zS045V6(3v3l2NN$#Zw@bREo`Ejr=qK>sdA9J3SvC_(w2m;iev|BN4^owcu@RfXK<+
zh;ki-hTO(BiuW)y8LZ;p04Od#>OBK7A$mi9o4i>GAGqTs4R!VHNRb6yUv!M*p)N{y
zZ{N4)*$-cCqattyou33vM`?)6)gkZ9ni8|=#n(d`@V6CspYZ$eriko8=@lu$=!<+&
zfmaScME7r~vJa+LrU;Zzm@v{R^`9yvVn)L(>0*0TZwfsPvo{sOu4U$V9%E=qUCdv9
zMDr+j=*x>`N3?4IG=!F${C8!T5otHVP9xmmev0)4)uJ_Iyi;$y&-Wwbw<U^n*sIOo
zjM*nayzEm!5REh9BXL@sf&N&6s({>$qJ}6vpgxWHiZS<|`4)%Ta-Ub6RZi2{K<KDW
z$^)UUq#M55kPla45;IL$Cr;0Pg*vc*BMjOJl5d5pOxdWw$R~Z4Aay4}Rkx~Tt6vo>
zu!6k9ChrU&NsA>}(O2XrZG_>#w@Y^X3>3extah#|e<~sF`Jb!$!T`Skw<4hRQpT(=
z6MTS44@yDYjq^k8@iQK)ja()}X{w|^)tKM;Qf{7f?>}UghyzD=a-WB;q$fFlg0_f=
zd#w(QgBV@!CC3LI@}9pIZQA>khiPGU6ktyfiJTW&4|sVFu#VU`Jy<_6*oroI?648F
zdOWhu**ZAcb5e4o+4VLd)p9;ozpd%RDpJ&k_Je%!tQND2ftleQjU+ig%U`G(Aa4ti
z&86x53uLr@POdXRy}&;f`-SR%G*^O?@xpq*2@m)zO9DRF=!GxSGLp!LbGny;%Cr*n
zXNHNG$7!5l{Zt9Ps;oB^k*W(vkMjKk+@Y21bH@oDWjJw?xK?u|fOf|4OOF-UDxaGR
z7oV`T7uE5)UX<zvao!vd*+PaWROB1bgF1fAL&|P!)#bXf?w0bAjVAssUL3OHX;9tY
p@zzUY@AzURx7Ay_l$FO4rtB~2sx(KN6}kRK#cZ8E{XaQmG<#WKtr-9S

diff --git a/operation_models_user.html b/operation_models_user.html
index ef5fd17b6..97d9a3bd2 100644
--- a/operation_models_user.html
+++ b/operation_models_user.html
@@ -241,6 +241,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -375,6 +376,8 @@
 <li class="toctree-l1"><a class="reference internal" href="examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/py-modindex.html b/py-modindex.html
index f2e9ad5f3..7b1e221d1 100644
--- a/py-modindex.html
+++ b/py-modindex.html
@@ -243,6 +243,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -377,6 +378,8 @@
 <li class="toctree-l1"><a class="reference internal" href="examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
@@ -804,6 +807,11 @@ <h1>Python Module Index</h1>
        <td>&#160;&#160;&#160;
        <a href="_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html#module-floris.optimization.layout_optimization.layout_optimization_boundary_grid"><code class="xref">floris.optimization.layout_optimization.layout_optimization_boundary_grid</code></a></td><td>
        <em></em></td></tr>
+     <tr class="cg-1">
+       <td></td>
+       <td>&#160;&#160;&#160;
+       <a href="_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html#module-floris.optimization.layout_optimization.layout_optimization_gridded"><code class="xref">floris.optimization.layout_optimization.layout_optimization_gridded</code></a></td><td>
+       <em></em></td></tr>
      <tr class="cg-1">
        <td></td>
        <td>&#160;&#160;&#160;
diff --git a/search.html b/search.html
index 5020c7a92..a5b3dda07 100644
--- a/search.html
+++ b/search.html
@@ -242,6 +242,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -376,6 +377,8 @@
 <li class="toctree-l1"><a class="reference internal" href="examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/searchindex.js b/searchindex.js
index 6245d50eb..c41732688 100644
--- a/searchindex.js
+++ b/searchindex.js
@@ -1 +1 @@
-Search.setIndex({"alltitles": {"API Documentation": [[65, null]], "AWC model": [[135, "awc-model"]], "Added mixing by active wake control": [[70, "added-mixing-by-active-wake-control"]], "Advanced Concepts": [[64, null]], "Aggregating and Resampling WindRose": [[139, "aggregating-and-resampling-windrose"]], "Applying heterogeneity to a FlorisModel": [[128, "applying-heterogeneity-to-a-florismodel"]], "Applying yaw angles": [[133, "applying-yaw-angles"]], "Architecture and Design": [[66, null]], "Background": [[134, "background"]], "Basic use case: calculating AEP": [[133, "basic-use-case-calculating-aep"]], "Basic use case: wake steering design": [[133, "basic-use-case-wake-steering-design"]], "Bibliography": [[67, null]], "Broadcasting": [[139, "broadcasting"]], "Build the model": [[133, "build-the-model"]], "Code Quality": [[68, null]], "Code quality tools": [[69, "code-quality-tools"]], "Compare multiple turbines": [[136, "compare-multiple-turbines"]], "Comparing turbines": [[136, "comparing-turbines"]], "Continuous Integration": [[69, "continuous-integration"]], "Conversions": [[139, "conversions"]], "Converting v3 yamls to v4": [[137, "converting-v3-yamls-to-v4"]], "Cosine loss model": [[135, "cosine-loss-model"]], "Crespo-Hernandez": [[138, "crespo-hernandez"]], "Cumulative Curl": [[138, "cumulative-curl"]], "Data structures": [[64, "data-structures"]], "Definining a 3D HeterogeneousMap": [[128, "definining-a-3d-heterogeneousmap"]], "Deploying to pip": [[69, "deploying-to-pip"]], "Developer Installation": [[132, "developer-installation"]], "Developer's Guide": [[69, null]], "Documentation": [[69, "documentation"]], "Empirical Gaussian": [[138, "empirical-gaussian"]], "Empirical Gaussian model": [[70, null]], "Engaging on GitHub": [[129, "engaging-on-github"]], "Example 1: Opening FLORIS and Computing Power": [[71, null]], "Example 2: Visualizations": [[72, null]], "Example 3: Wind Data Objects": [[73, null]], "Example 4: Set": [[74, null]], "Example 5: Getting Turbine and Farm Power": [[75, null]], "Example 6: Getting Expected Power and AEP": [[76, null]], "Example 7: Sweeping Variables": [[77, null]], "Example 8: Uncertain Models": [[78, null]], "Example 9: Compare farm power with neighboring farm": [[79, null]], "Example of using the peak-shaving turbine operation model.": [[91, null]], "Example of using the simple-derating control model in FLORIS.": [[87, null]], "Example: Approximate Model Parameters": [[114, null]], "Example: Check turbine power curves": [[109, null]], "Example: Compare TurbOPark model implementations": [[112, null]], "Example: Compare yaw optimizers": [[85, null]], "Example: Disabling turbines": [[88, null]], "Example: Empirical Gaussian deflection parameters": [[93, null]], "Example: Empirical Gaussian velocity deficit parameters": [[92, null]], "Example: Extract wind speed at points": [[98, null]], "Example: Extract wind speed at turbines": [[97, null]], "Example: Floating turbines": [[94, null]], "Example: Floating vs fixed-bottom farm": [[95, null]], "Example: Generate Example WRG File": [[123, null]], "Example: Generate TI": [[121, null]], "Example: Generate value": [[122, null]], "Example: Helix active wake mixing": [[90, null]], "Example: Heterogeneous Inflow for single case": [[100, null]], "Example: Heterogeneous Inflow in 2D and 3D": [[103, null]], "Example: Heterogeneous Inflow using wind data": [[101, null]], "Example: Heterogeneous Speedup by Wind Direction and Wind Speed": [[102, null]], "Example: Layout Visualizations": [[115, null]], "Example: Layout optimization with WindRoseWRG comparison": [[126, null]], "Example: Layout optimization with genetic random search": [[106, null]], "Example: Layout optimization with heterogeneous inflow": [[105, null]], "Example: Multi-dimensional Cp/Ct data": [[107, null]], "Example: Multi-dimensional Cp/Ct with 2 Hs values": [[108, null]], "Example: Multiple turbine types": [[110, null]], "Example: Optimize Layout": [[104, null]], "Example: Optimize yaw and compare AEP": [[83, null]], "Example: Optimize yaw and compare AEP in parallel": [[84, null]], "Example: Optimize yaw for a single wind speed and multiple wind directions": [[80, null]], "Example: Optimize yaw for a single wind speed and multiple wind directions.": [[81, null]], "Example: Optimize yaw for multiple wind directions and multiple wind speeds.": [[82, null]], "Example: Optimize yaw with neighbor farm": [[86, null]], "Example: Plot velocity deficit profiles": [[99, null]], "Example: Setting FLORIS with WindRoseWRG": [[125, null]], "Example: Setting yaw angles and disabling turbine": [[89, null]], "Example: Specify turbine power curve": [[111, null]], "Example: Tilt-driven vertical wake deflection": [[96, null]], "Example: Uncertain Model Parameters": [[113, null]], "Example: Visualize cross plane": [[117, null]], "Example: Visualize flow by sweeping turbines": [[119, null]], "Example: Visualize rotor velocities": [[118, null]], "Example: Visualize y cut plane": [[116, null]], "Example: Wind Data Comparisons": [[120, null]], "Example: WindRoseWRG": [[124, null]], "Extending the models": [[69, "extending-the-models"]], "FLORIS Wake Modeling & Wind Farm Controls": [[129, null]], "Floating Wind Turbine Modeling": [[127, null]], "Freestream Linear Superposition (FLS)": [[138, "freestream-linear-superposition-fls"]], "From Source": [[132, "from-source"]], "Gauss and GCH": [[138, "gauss-and-gch"]], "Generating Turbulence Intensity": [[139, "generating-turbulence-intensity"]], "Generating Value": [[139, "generating-value"]], "Genetic random search layout optimization": [[134, "genetic-random-search-layout-optimization"]], "Get turbine power": [[133, "get-turbine-power"]], "Getting Started": [[69, "getting-started"]], "Git and GitHub Workflows": [[69, "git-and-github-workflows"]], "Grids": [[64, "grids"]], "Heterogeneous Map": [[128, null]], "Initialization": [[128, "initialization"]], "Initialize Floris": [[133, "initialize-floris"]], "Input files": [[137, "input-files"]], "Installation": [[132, null]], "Interacting With A Multi-Dimensional Turbine": [[136, "interacting-with-a-multi-dimensional-turbine"]], "Interacting With A Single Turbine": [[136, "interacting-with-a-single-turbine"]], "Introductory Concepts": [[133, null]], "Jensen and Jimenez": [[138, "jensen-and-jimenez"]], "Layout Optimization": [[134, null]], "Loading the libraries": [[136, "loading-the-libraries"]], "Main FLORIS input yaml": [[137, "main-floris-input-yaml"]], "Main Input File Reference": [[130, null]], "Max": [[138, "max"]], "Mirror wakes": [[70, "mirror-wakes"]], "Mixed operation model": [[135, "mixed-operation-model"]], "On grid points": [[133, "on-grid-points"]], "Operation model": [[137, "operation-model"]], "Operation model library": [[135, "operation-model-library"]], "Peak shaving model": [[135, "peak-shaving-model"]], "Pip": [[132, "pip"], [132, "pip-update"]], "Plot the core attributes": [[136, "plot-the-core-attributes"], [136, "id1"]], "Plotting": [[139, "plotting"]], "Pre-commit": [[69, "pre-commit"]], "Quick Start": [[129, "quick-start"]], "Reference turbine updates": [[137, "reference-turbine-updates"]], "Release guide": [[69, "release-guide"]], "Requirements": [[132, "requirements"]], "Ruff": [[69, "ruff"]], "Run the Floris wake calculation": [[133, "run-the-floris-wake-calculation"]], "Scipy layout optimization": [[134, "scipy-layout-optimization"]], "Selecting the operation model": [[135, "selecting-the-operation-model"]], "Setting FLORIS": [[139, "setting-floris"]], "Setting and running": [[137, "setting-and-running"]], "Setup": [[136, "setup"]], "Simple derating model": [[135, "simple-derating-model"]], "Simple model": [[135, "simple-model"]], "Single Dimensional Turbine": [[136, "single-dimensional-turbine"]], "Source Code Installation": [[132, "source-code-installation"]], "Start to finish": [[133, "start-to-finish"]], "Sum of Squares Freestream Superposition (SOSFS)": [[138, "sum-of-squares-freestream-superposition-sosfs"]], "Switching from FLORIS v3 to v4": [[137, null]], "Syncing a local repository with NREL/FLORIS": [[69, "syncing-a-local-repository-with-nrel-floris"]], "Testing": [[69, "testing"]], "TimeSeries": [[139, "timeseries"], [139, "id1"]], "TimeSeries Instantiation": [[139, "timeseries-instantiation"]], "TurbOPark": [[138, "turbopark"]], "Turbine Input File Reference": [[131, null]], "Turbine Library Interface": [[136, null]], "Turbine Operation Models": [[135, null]], "Turbine input yaml": [[137, "turbine-input-yaml"]], "Turbulence Models": [[138, "turbulence-models"]], "Updating FLORIS": [[132, "updating-floris"]], "Value": [[139, "value"]], "Visualization": [[128, "visualization"], [133, "visualization"]], "Wake Combination Models": [[138, "wake-combination-models"]], "Wake Models": [[138, null]], "Wake deflection": [[70, "wake-deflection"]], "Wake expansion": [[70, "wake-expansion"]], "Wake shape": [[70, "wake-shape"]], "Wake-induced mixing": [[70, "wake-induced-mixing"]], "Wind Data Objects": [[139, null]], "Wind data": [[137, "wind-data"]], "WindDataBase": [[139, "winddatabase"]], "WindRose": [[139, "windrose"], [139, "id2"]], "WindRoseWRG": [[139, "windrosewrg"]], "WindTIRose": [[139, "windtirose"]], "Yaw added mixing": [[70, "yaw-added-mixing"]], "floris": [[66, "floris"]], "floris.convert_floris_input_v3_to_v4": [[0, null]], "floris.convert_turbine_v3_to_v4": [[1, null]], "floris.core": [[2, null], [66, "floris-core"]], "floris.core.base": [[3, null]], "floris.core.core": [[4, null]], "floris.core.farm": [[5, null]], "floris.core.flow_field": [[6, null]], "floris.core.grid": [[7, null]], "floris.core.rotor_velocity": [[8, null]], "floris.core.solver": [[9, null]], "floris.core.turbine": [[10, null]], "floris.core.turbine.operation_models": [[11, null]], "floris.core.turbine.turbine": [[12, null]], "floris.core.wake": [[13, null]], "floris.core.wake_combination": [[14, null]], "floris.core.wake_combination.fls": [[15, null]], "floris.core.wake_combination.max": [[16, null]], "floris.core.wake_combination.sosfs": [[17, null]], "floris.core.wake_deflection": [[18, null]], "floris.core.wake_deflection.empirical_gauss": [[19, null]], "floris.core.wake_deflection.gauss": [[20, null]], "floris.core.wake_deflection.jimenez": [[21, null]], "floris.core.wake_deflection.none": [[22, null]], "floris.core.wake_turbulence": [[23, null]], "floris.core.wake_turbulence.crespo_hernandez": [[24, null]], "floris.core.wake_turbulence.none": [[25, null]], "floris.core.wake_turbulence.wake_induced_mixing": [[26, null]], "floris.core.wake_velocity": [[27, null]], "floris.core.wake_velocity.cumulative_gauss_curl": [[28, null]], "floris.core.wake_velocity.empirical_gauss": [[29, null]], "floris.core.wake_velocity.gauss": [[30, null]], "floris.core.wake_velocity.jensen": [[31, null]], "floris.core.wake_velocity.none": [[32, null]], "floris.core.wake_velocity.turbopark": [[33, null]], "floris.core.wake_velocity.turboparkgauss": [[34, null]], "floris.cut_plane": [[35, null]], "floris.floris_model": [[36, null]], "floris.flow_visualization": [[37, null]], "floris.layout_visualization": [[38, null]], "floris.logging_manager": [[39, null]], "floris.optimization": [[40, null]], "floris.optimization.layout_optimization": [[41, null]], "floris.optimization.layout_optimization.layout_optimization_base": [[42, null]], "floris.optimization.layout_optimization.layout_optimization_boundary_grid": [[43, null]], "floris.optimization.layout_optimization.layout_optimization_pyoptsparse": [[44, null]], "floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread": [[45, null]], "floris.optimization.layout_optimization.layout_optimization_random_search": [[46, null]], "floris.optimization.layout_optimization.layout_optimization_scipy": [[47, null]], "floris.optimization.other": [[48, null]], "floris.optimization.other.boundary_grid": [[49, null]], "floris.optimization.yaw_optimization": [[50, null]], "floris.optimization.yaw_optimization.yaw_optimization_base": [[51, null]], "floris.optimization.yaw_optimization.yaw_optimization_tools": [[52, null]], "floris.optimization.yaw_optimization.yaw_optimizer_geometric": [[53, null]], "floris.optimization.yaw_optimization.yaw_optimizer_scipy": [[54, null]], "floris.optimization.yaw_optimization.yaw_optimizer_sr": [[55, null]], "floris.parallel_floris_model": [[56, null]], "floris.turbine_library": [[57, null]], "floris.turbine_library.turbine_previewer": [[58, null]], "floris.turbine_library.turbine_utilities": [[59, null]], "floris.type_dec": [[60, null]], "floris.uncertain_floris_model": [[61, null]], "floris.utilities": [[62, null]], "floris.wind_data": [[63, null]], "isort": [[69, "isort"]]}, "docnames": ["_autosummary/floris.convert_floris_input_v3_to_v4", "_autosummary/floris.convert_turbine_v3_to_v4", "_autosummary/floris.core", "_autosummary/floris.core.base", "_autosummary/floris.core.core", "_autosummary/floris.core.farm", "_autosummary/floris.core.flow_field", "_autosummary/floris.core.grid", "_autosummary/floris.core.rotor_velocity", "_autosummary/floris.core.solver", "_autosummary/floris.core.turbine", "_autosummary/floris.core.turbine.operation_models", "_autosummary/floris.core.turbine.turbine", "_autosummary/floris.core.wake", "_autosummary/floris.core.wake_combination", "_autosummary/floris.core.wake_combination.fls", "_autosummary/floris.core.wake_combination.max", "_autosummary/floris.core.wake_combination.sosfs", "_autosummary/floris.core.wake_deflection", "_autosummary/floris.core.wake_deflection.empirical_gauss", "_autosummary/floris.core.wake_deflection.gauss", "_autosummary/floris.core.wake_deflection.jimenez", "_autosummary/floris.core.wake_deflection.none", "_autosummary/floris.core.wake_turbulence", "_autosummary/floris.core.wake_turbulence.crespo_hernandez", "_autosummary/floris.core.wake_turbulence.none", "_autosummary/floris.core.wake_turbulence.wake_induced_mixing", "_autosummary/floris.core.wake_velocity", "_autosummary/floris.core.wake_velocity.cumulative_gauss_curl", "_autosummary/floris.core.wake_velocity.empirical_gauss", "_autosummary/floris.core.wake_velocity.gauss", "_autosummary/floris.core.wake_velocity.jensen", "_autosummary/floris.core.wake_velocity.none", "_autosummary/floris.core.wake_velocity.turbopark", "_autosummary/floris.core.wake_velocity.turboparkgauss", "_autosummary/floris.cut_plane", "_autosummary/floris.floris_model", "_autosummary/floris.flow_visualization", "_autosummary/floris.layout_visualization", "_autosummary/floris.logging_manager", "_autosummary/floris.optimization", "_autosummary/floris.optimization.layout_optimization", "_autosummary/floris.optimization.layout_optimization.layout_optimization_base", "_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid", "_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse", "_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread", "_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search", "_autosummary/floris.optimization.layout_optimization.layout_optimization_scipy", "_autosummary/floris.optimization.other", "_autosummary/floris.optimization.other.boundary_grid", "_autosummary/floris.optimization.yaw_optimization", "_autosummary/floris.optimization.yaw_optimization.yaw_optimization_base", "_autosummary/floris.optimization.yaw_optimization.yaw_optimization_tools", "_autosummary/floris.optimization.yaw_optimization.yaw_optimizer_geometric", "_autosummary/floris.optimization.yaw_optimization.yaw_optimizer_scipy", "_autosummary/floris.optimization.yaw_optimization.yaw_optimizer_sr", "_autosummary/floris.parallel_floris_model", "_autosummary/floris.turbine_library", "_autosummary/floris.turbine_library.turbine_previewer", "_autosummary/floris.turbine_library.turbine_utilities", "_autosummary/floris.type_dec", "_autosummary/floris.uncertain_floris_model", "_autosummary/floris.utilities", "_autosummary/floris.wind_data", "advanced_concepts", "api_docs", "architecture", "bibliography", "code_quality", "dev_guide", "empirical_gauss_model", "examples/001_opening_floris_computing_power", "examples/002_visualizations", "examples/003_wind_data_objects", "examples/004_set", "examples/005_getting_power", "examples/006_get_farm_aep", "examples/007_sweeping_variables", "examples/008_uncertain_models", "examples/009_compare_farm_power_with_neighbor", "examples/examples_control_optimization/001_opt_yaw_single_ws", "examples/examples_control_optimization/002_opt_yaw_single_ws_uncertain", "examples/examples_control_optimization/003_opt_yaw_multiple_ws", "examples/examples_control_optimization/004_optimize_yaw_aep", "examples/examples_control_optimization/005_optimize_yaw_aep_parallel", "examples/examples_control_optimization/006_compare_yaw_optimizers", "examples/examples_control_optimization/007_optimize_yaw_with_neighbor_farms", "examples/examples_control_types/001_derating_control", "examples/examples_control_types/002_disable_turbines", "examples/examples_control_types/003_setting_yaw_and_disabling", "examples/examples_control_types/004_helix_active_wake_mixing", "examples/examples_control_types/005_peak_shaving", "examples/examples_emgauss/001_empirical_gauss_velocity_deficit_parameters", "examples/examples_emgauss/002_empirical_gauss_deflection_parameters", "examples/examples_floating/001_floating_turbine_models", "examples/examples_floating/002_floating_vs_fixedbottom_farm", "examples/examples_floating/003_tilt_driven_vertical_wake_deflection", "examples/examples_get_flow/001_extract_wind_speed_at_turbines", "examples/examples_get_flow/002_extract_wind_speed_at_points", "examples/examples_get_flow/003_plot_velocity_deficit_profiles", "examples/examples_heterogeneous/001_heterogeneous_inflow_single", "examples/examples_heterogeneous/002_heterogeneous_using_wind_data", "examples/examples_heterogeneous/003_heterogeneous_speedup_by_wd_and_ws", "examples/examples_heterogeneous/004_heterogeneous_2d_and_3d", "examples/examples_layout_optimization/001_optimize_layout", "examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity", "examples/examples_layout_optimization/003_genetic_random_search", "examples/examples_multidim/001_multi_dimensional_cp_ct", "examples/examples_multidim/002_multi_dimensional_cp_ct_2Hs", "examples/examples_turbine/001_check_turbine", "examples/examples_turbine/002_multiple_turbine_types", "examples/examples_turbine/003_specify_turbine_power_curve", "examples/examples_turbopark/001_compare_turbopark_implementations", "examples/examples_uncertain/001_uncertain_model_params", "examples/examples_uncertain/002_approx_floris_model", "examples/examples_visualizations/001_layout_visualizations", "examples/examples_visualizations/002_visualize_y_cut_plane", "examples/examples_visualizations/003_visualize_cross_plane", "examples/examples_visualizations/004_visualize_rotor_values", "examples/examples_visualizations/005_visualize_flow_by_sweeping_turbines", "examples/examples_wind_data/001_wind_data_comparisons", "examples/examples_wind_data/002_generate_ti", "examples/examples_wind_data/003_generate_value", "examples/examples_wind_resource_grid/000_generate_example_wrg", "examples/examples_wind_resource_grid/001_wind_rose_wrg", "examples/examples_wind_resource_grid/002_set_floris_with_wrg", "examples/examples_wind_resource_grid/003_wrg_compar_layout_optimization", "floating_wind_turbine", "heterogeneous_map", "index", "input_reference_main", "input_reference_turbine", "installation", "intro_concepts", "layout_optimization", "operation_models_user", "turbine_interaction", "v3_to_v4", "wake_models", "wind_data_user"], "envversion": {"sphinx": 62, "sphinx.domains.c": 3, "sphinx.domains.changeset": 1, "sphinx.domains.citation": 1, "sphinx.domains.cpp": 9, "sphinx.domains.index": 1, "sphinx.domains.javascript": 3, "sphinx.domains.math": 2, "sphinx.domains.python": 4, "sphinx.domains.rst": 2, "sphinx.domains.std": 2, "sphinx.ext.intersphinx": 1, "sphinx.ext.viewcode": 1, "sphinxcontrib.bibtex": 9}, "filenames": ["_autosummary/floris.convert_floris_input_v3_to_v4.rst", "_autosummary/floris.convert_turbine_v3_to_v4.rst", "_autosummary/floris.core.rst", "_autosummary/floris.core.base.rst", "_autosummary/floris.core.core.rst", "_autosummary/floris.core.farm.rst", "_autosummary/floris.core.flow_field.rst", "_autosummary/floris.core.grid.rst", "_autosummary/floris.core.rotor_velocity.rst", "_autosummary/floris.core.solver.rst", "_autosummary/floris.core.turbine.rst", "_autosummary/floris.core.turbine.operation_models.rst", "_autosummary/floris.core.turbine.turbine.rst", "_autosummary/floris.core.wake.rst", "_autosummary/floris.core.wake_combination.rst", "_autosummary/floris.core.wake_combination.fls.rst", "_autosummary/floris.core.wake_combination.max.rst", "_autosummary/floris.core.wake_combination.sosfs.rst", "_autosummary/floris.core.wake_deflection.rst", "_autosummary/floris.core.wake_deflection.empirical_gauss.rst", "_autosummary/floris.core.wake_deflection.gauss.rst", "_autosummary/floris.core.wake_deflection.jimenez.rst", "_autosummary/floris.core.wake_deflection.none.rst", "_autosummary/floris.core.wake_turbulence.rst", "_autosummary/floris.core.wake_turbulence.crespo_hernandez.rst", "_autosummary/floris.core.wake_turbulence.none.rst", "_autosummary/floris.core.wake_turbulence.wake_induced_mixing.rst", "_autosummary/floris.core.wake_velocity.rst", "_autosummary/floris.core.wake_velocity.cumulative_gauss_curl.rst", "_autosummary/floris.core.wake_velocity.empirical_gauss.rst", "_autosummary/floris.core.wake_velocity.gauss.rst", "_autosummary/floris.core.wake_velocity.jensen.rst", "_autosummary/floris.core.wake_velocity.none.rst", "_autosummary/floris.core.wake_velocity.turbopark.rst", "_autosummary/floris.core.wake_velocity.turboparkgauss.rst", "_autosummary/floris.cut_plane.rst", "_autosummary/floris.floris_model.rst", "_autosummary/floris.flow_visualization.rst", "_autosummary/floris.layout_visualization.rst", "_autosummary/floris.logging_manager.rst", "_autosummary/floris.optimization.rst", "_autosummary/floris.optimization.layout_optimization.rst", "_autosummary/floris.optimization.layout_optimization.layout_optimization_base.rst", "_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.rst", "_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.rst", "_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.rst", "_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.rst", "_autosummary/floris.optimization.layout_optimization.layout_optimization_scipy.rst", "_autosummary/floris.optimization.other.rst", "_autosummary/floris.optimization.other.boundary_grid.rst", "_autosummary/floris.optimization.yaw_optimization.rst", "_autosummary/floris.optimization.yaw_optimization.yaw_optimization_base.rst", "_autosummary/floris.optimization.yaw_optimization.yaw_optimization_tools.rst", "_autosummary/floris.optimization.yaw_optimization.yaw_optimizer_geometric.rst", "_autosummary/floris.optimization.yaw_optimization.yaw_optimizer_scipy.rst", "_autosummary/floris.optimization.yaw_optimization.yaw_optimizer_sr.rst", "_autosummary/floris.parallel_floris_model.rst", "_autosummary/floris.turbine_library.rst", "_autosummary/floris.turbine_library.turbine_previewer.rst", "_autosummary/floris.turbine_library.turbine_utilities.rst", "_autosummary/floris.type_dec.rst", "_autosummary/floris.uncertain_floris_model.rst", "_autosummary/floris.utilities.rst", "_autosummary/floris.wind_data.rst", "advanced_concepts.ipynb", "api_docs.md", "architecture.md", "bibliography.md", "code_quality.ipynb", "dev_guide.md", "empirical_gauss_model.md", "examples/001_opening_floris_computing_power.ipynb", "examples/002_visualizations.ipynb", "examples/003_wind_data_objects.ipynb", "examples/004_set.ipynb", "examples/005_getting_power.ipynb", "examples/006_get_farm_aep.ipynb", "examples/007_sweeping_variables.ipynb", "examples/008_uncertain_models.ipynb", "examples/009_compare_farm_power_with_neighbor.ipynb", "examples/examples_control_optimization/001_opt_yaw_single_ws.ipynb", "examples/examples_control_optimization/002_opt_yaw_single_ws_uncertain.ipynb", "examples/examples_control_optimization/003_opt_yaw_multiple_ws.ipynb", "examples/examples_control_optimization/004_optimize_yaw_aep.ipynb", "examples/examples_control_optimization/005_optimize_yaw_aep_parallel.ipynb", "examples/examples_control_optimization/006_compare_yaw_optimizers.ipynb", "examples/examples_control_optimization/007_optimize_yaw_with_neighbor_farms.ipynb", "examples/examples_control_types/001_derating_control.ipynb", "examples/examples_control_types/002_disable_turbines.ipynb", "examples/examples_control_types/003_setting_yaw_and_disabling.ipynb", "examples/examples_control_types/004_helix_active_wake_mixing.ipynb", "examples/examples_control_types/005_peak_shaving.ipynb", "examples/examples_emgauss/001_empirical_gauss_velocity_deficit_parameters.ipynb", "examples/examples_emgauss/002_empirical_gauss_deflection_parameters.ipynb", "examples/examples_floating/001_floating_turbine_models.ipynb", "examples/examples_floating/002_floating_vs_fixedbottom_farm.ipynb", "examples/examples_floating/003_tilt_driven_vertical_wake_deflection.ipynb", "examples/examples_get_flow/001_extract_wind_speed_at_turbines.ipynb", "examples/examples_get_flow/002_extract_wind_speed_at_points.ipynb", "examples/examples_get_flow/003_plot_velocity_deficit_profiles.ipynb", "examples/examples_heterogeneous/001_heterogeneous_inflow_single.ipynb", "examples/examples_heterogeneous/002_heterogeneous_using_wind_data.ipynb", "examples/examples_heterogeneous/003_heterogeneous_speedup_by_wd_and_ws.ipynb", "examples/examples_heterogeneous/004_heterogeneous_2d_and_3d.ipynb", "examples/examples_layout_optimization/001_optimize_layout.ipynb", "examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.ipynb", "examples/examples_layout_optimization/003_genetic_random_search.ipynb", "examples/examples_multidim/001_multi_dimensional_cp_ct.ipynb", "examples/examples_multidim/002_multi_dimensional_cp_ct_2Hs.ipynb", "examples/examples_turbine/001_check_turbine.ipynb", "examples/examples_turbine/002_multiple_turbine_types.ipynb", "examples/examples_turbine/003_specify_turbine_power_curve.ipynb", "examples/examples_turbopark/001_compare_turbopark_implementations.ipynb", "examples/examples_uncertain/001_uncertain_model_params.ipynb", "examples/examples_uncertain/002_approx_floris_model.ipynb", "examples/examples_visualizations/001_layout_visualizations.ipynb", "examples/examples_visualizations/002_visualize_y_cut_plane.ipynb", "examples/examples_visualizations/003_visualize_cross_plane.ipynb", "examples/examples_visualizations/004_visualize_rotor_values.ipynb", "examples/examples_visualizations/005_visualize_flow_by_sweeping_turbines.ipynb", "examples/examples_wind_data/001_wind_data_comparisons.ipynb", "examples/examples_wind_data/002_generate_ti.ipynb", "examples/examples_wind_data/003_generate_value.ipynb", "examples/examples_wind_resource_grid/000_generate_example_wrg.ipynb", "examples/examples_wind_resource_grid/001_wind_rose_wrg.ipynb", "examples/examples_wind_resource_grid/002_set_floris_with_wrg.ipynb", "examples/examples_wind_resource_grid/003_wrg_compar_layout_optimization.ipynb", "floating_wind_turbine.md", "heterogeneous_map.ipynb", "index.md", "input_reference_main.md", "input_reference_turbine.md", "installation.md", "intro_concepts.ipynb", "layout_optimization.md", "operation_models_user.ipynb", "turbine_interaction.ipynb", "v3_to_v4.md", "wake_models.ipynb", "wind_data_user.ipynb"], "indexentries": {"a (floris.core.wake_velocity.turbopark.turboparkvelocitydeficit attribute)": [[33, "floris.core.wake_velocity.turbopark.TurbOParkVelocityDeficit.A", false]], "a (floris.core.wake_velocity.turboparkgauss.turboparkgaussvelocitydeficit attribute)": [[34, "floris.core.wake_velocity.turboparkgauss.TurboparkgaussVelocityDeficit.A", false]], "a_f (floris.core.wake_velocity.cumulative_gauss_curl.cumulativegausscurlvelocitydeficit attribute)": [[28, "floris.core.wake_velocity.cumulative_gauss_curl.CumulativeGaussCurlVelocityDeficit.a_f", false]], "a_s (floris.core.wake_velocity.cumulative_gauss_curl.cumulativegausscurlvelocitydeficit attribute)": [[28, "floris.core.wake_velocity.cumulative_gauss_curl.CumulativeGaussCurlVelocityDeficit.a_s", false]], "ad (floris.core.wake_deflection.gauss.gaussvelocitydeflection attribute)": [[20, "floris.core.wake_deflection.gauss.GaussVelocityDeflection.ad", false]], "ad (floris.core.wake_deflection.jimenez.jimenezvelocitydeflection attribute)": [[21, "floris.core.wake_deflection.jimenez.JimenezVelocityDeflection.ad", false]], "add_con_group() (floris.optimization.layout_optimization.layout_optimization_pyoptsparse.layoutoptimizationpyoptsparse method)": [[44, "floris.optimization.layout_optimization.layout_optimization_pyoptsparse.LayoutOptimizationPyOptSparse.add_con_group", false]], "add_con_group() (floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.layoutoptimizationpyoptsparse method)": [[45, "floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.LayoutOptimizationPyOptSparse.add_con_group", false]], "add_profiles() (floris.flow_visualization.velocityprofilesfigure method)": [[37, "floris.flow_visualization.VelocityProfilesFigure.add_profiles", false]], "add_ref_lines() (floris.flow_visualization.velocityprofilesfigure method)": [[37, "floris.flow_visualization.VelocityProfilesFigure.add_ref_lines", false]], "add_ref_lines_x2() (floris.flow_visualization.velocityprofilesfigure method)": [[37, "floris.flow_visualization.VelocityProfilesFigure.add_ref_lines_x2", false]], "add_ref_lines_x3() (floris.flow_visualization.velocityprofilesfigure method)": [[37, "floris.flow_visualization.VelocityProfilesFigure.add_ref_lines_x3", false]], "add_var_group() (floris.optimization.layout_optimization.layout_optimization_pyoptsparse.layoutoptimizationpyoptsparse method)": [[44, "floris.optimization.layout_optimization.layout_optimization_pyoptsparse.LayoutOptimizationPyOptSparse.add_var_group", false]], "add_var_group() (floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.layoutoptimizationpyoptsparse method)": [[45, "floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.LayoutOptimizationPyOptSparse.add_var_group", false]], "aggregate() (floris.wind_data.windrose method)": [[63, "floris.wind_data.WindRose.aggregate", false]], "aggregate() (floris.wind_data.windtirose method)": [[63, "floris.wind_data.WindTIRose.aggregate", false]], "ai (floris.core.wake_turbulence.crespo_hernandez.crespohernandez attribute)": [[24, "floris.core.wake_turbulence.crespo_hernandez.CrespoHernandez.ai", false]], "air_density (floris.core.flow_field.flowfield attribute)": [[6, "floris.core.flow_field.FlowField.air_density", false]], "alpha (floris.core.wake_deflection.gauss.gaussvelocitydeflection attribute)": [[20, "floris.core.wake_deflection.gauss.GaussVelocityDeflection.alpha", false]], "alpha (floris.core.wake_velocity.gauss.gaussvelocitydeficit attribute)": [[30, "floris.core.wake_velocity.gauss.GaussVelocityDeficit.alpha", false]], "alpha_mod (floris.core.wake_velocity.cumulative_gauss_curl.cumulativegausscurlvelocitydeficit attribute)": [[28, "floris.core.wake_velocity.cumulative_gauss_curl.CumulativeGaussCurlVelocityDeficit.alpha_mod", false]], "approxflorismodel (class in floris.uncertain_floris_model)": [[61, "floris.uncertain_floris_model.ApproxFlorisModel", false]], "as_dict() (floris.type_dec.fromdictmixin method)": [[60, "floris.type_dec.FromDictMixin.as_dict", false]], "assign_hub_height_to_ref_height() (floris.floris_model.florismodel method)": [[36, "floris.floris_model.FlorisModel.assign_hub_height_to_ref_height", false]], "assign_ti_using_iec_method() (floris.wind_data.timeseries method)": [[63, "floris.wind_data.TimeSeries.assign_ti_using_IEC_method", false]], "assign_ti_using_iec_method() (floris.wind_data.windrose method)": [[63, "floris.wind_data.WindRose.assign_ti_using_IEC_method", false]], "assign_ti_using_wd_ws_function() (floris.wind_data.timeseries method)": [[63, "floris.wind_data.TimeSeries.assign_ti_using_wd_ws_function", false]], "assign_ti_using_wd_ws_function() (floris.wind_data.windrose method)": [[63, "floris.wind_data.WindRose.assign_ti_using_wd_ws_function", false]], "assign_value_piecewise_linear() (floris.wind_data.timeseries method)": [[63, "floris.wind_data.TimeSeries.assign_value_piecewise_linear", false]], "assign_value_piecewise_linear() (floris.wind_data.windrose method)": [[63, "floris.wind_data.WindRose.assign_value_piecewise_linear", false]], "assign_value_piecewise_linear() (floris.wind_data.windtirose method)": [[63, "floris.wind_data.WindTIRose.assign_value_piecewise_linear", false]], "assign_value_using_wd_ws_function() (floris.wind_data.timeseries method)": [[63, "floris.wind_data.TimeSeries.assign_value_using_wd_ws_function", false]], "assign_value_using_wd_ws_function() (floris.wind_data.windrose method)": [[63, "floris.wind_data.WindRose.assign_value_using_wd_ws_function", false]], "assign_value_using_wd_ws_ti_function() (floris.wind_data.windtirose method)": [[63, "floris.wind_data.WindTIRose.assign_value_using_wd_ws_ti_function", false]], "atmospheric_ti_gain (floris.core.wake_turbulence.wake_induced_mixing.wakeinducedmixing attribute)": [[26, "floris.core.wake_turbulence.wake_induced_mixing.WakeInducedMixing.atmospheric_ti_gain", false]], "average_method (floris.core.grid.turbinecubaturegrid attribute)": [[7, "floris.core.grid.TurbineCubatureGrid.average_method", false]], "average_method (floris.core.grid.turbinegrid attribute)": [[7, "floris.core.grid.TurbineGrid.average_method", false]], "average_velocity() (in module floris.core.rotor_velocity)": [[8, "floris.core.rotor_velocity.average_velocity", false]], "awc_added_wake_mixing() (in module floris.core.wake_velocity.empirical_gauss)": [[29, "floris.core.wake_velocity.empirical_gauss.awc_added_wake_mixing", false]], "awc_amplitudes (floris.core.farm.farm attribute)": [[5, "floris.core.farm.Farm.awc_amplitudes", false]], "awc_amplitudes_sorted (floris.core.farm.farm attribute)": [[5, "floris.core.farm.Farm.awc_amplitudes_sorted", false]], "awc_frequencies (floris.core.farm.farm attribute)": [[5, "floris.core.farm.Farm.awc_frequencies", false]], "awc_frequencies_sorted (floris.core.farm.farm attribute)": [[5, "floris.core.farm.Farm.awc_frequencies_sorted", false]], "awc_mode (floris.core.wake_velocity.empirical_gauss.empiricalgaussvelocitydeficit attribute)": [[29, "floris.core.wake_velocity.empirical_gauss.EmpiricalGaussVelocityDeficit.awc_mode", false]], "awc_modes (floris.core.farm.farm attribute)": [[5, "floris.core.farm.Farm.awc_modes", false]], "awc_modes_sorted (floris.core.farm.farm attribute)": [[5, "floris.core.farm.Farm.awc_modes_sorted", false]], "awc_wake_denominator (floris.core.wake_velocity.empirical_gauss.empiricalgaussvelocitydeficit attribute)": [[29, "floris.core.wake_velocity.empirical_gauss.EmpiricalGaussVelocityDeficit.awc_wake_denominator", false]], "awc_wake_exp (floris.core.wake_velocity.empirical_gauss.empiricalgaussvelocitydeficit attribute)": [[29, "floris.core.wake_velocity.empirical_gauss.EmpiricalGaussVelocityDeficit.awc_wake_exp", false]], "awcturbine (class in floris.core.turbine.operation_models)": [[11, "floris.core.turbine.operation_models.AWCTurbine", false]], "ax_height (floris.flow_visualization.velocityprofilesfigure attribute)": [[37, "floris.flow_visualization.VelocityProfilesFigure.ax_height", false]], "ax_width (floris.flow_visualization.velocityprofilesfigure attribute)": [[37, "floris.flow_visualization.VelocityProfilesFigure.ax_width", false]], "axial_induction() (floris.core.turbine.operation_models.awcturbine method)": [[11, "floris.core.turbine.operation_models.AWCTurbine.axial_induction", false]], "axial_induction() (floris.core.turbine.operation_models.baseoperationmodel static method)": [[11, "floris.core.turbine.operation_models.BaseOperationModel.axial_induction", false]], "axial_induction() (floris.core.turbine.operation_models.cosinelossturbine method)": [[11, "floris.core.turbine.operation_models.CosineLossTurbine.axial_induction", false]], "axial_induction() (floris.core.turbine.operation_models.mixedoperationturbine method)": [[11, "floris.core.turbine.operation_models.MixedOperationTurbine.axial_induction", false]], "axial_induction() (floris.core.turbine.operation_models.peakshavingturbine method)": [[11, "floris.core.turbine.operation_models.PeakShavingTurbine.axial_induction", false]], "axial_induction() (floris.core.turbine.operation_models.simplederatingturbine method)": [[11, "floris.core.turbine.operation_models.SimpleDeratingTurbine.axial_induction", false]], "axial_induction() (floris.core.turbine.operation_models.simpleturbine method)": [[11, "floris.core.turbine.operation_models.SimpleTurbine.axial_induction", false]], "axial_induction() (in module floris.core.turbine.turbine)": [[12, "floris.core.turbine.turbine.axial_induction", false]], "axial_induction_function (floris.core.turbine.turbine.turbine attribute)": [[12, "floris.core.turbine.turbine.Turbine.axial_induction_function", false]], "axs (floris.flow_visualization.velocityprofilesfigure attribute)": [[37, "floris.flow_visualization.VelocityProfilesFigure.axs", false]], "b_f (floris.core.wake_velocity.cumulative_gauss_curl.cumulativegausscurlvelocitydeficit attribute)": [[28, "floris.core.wake_velocity.cumulative_gauss_curl.CumulativeGaussCurlVelocityDeficit.b_f", false]], "b_s (floris.core.wake_velocity.cumulative_gauss_curl.cumulativegausscurlvelocitydeficit attribute)": [[28, "floris.core.wake_velocity.cumulative_gauss_curl.CumulativeGaussCurlVelocityDeficit.b_s", false]], "baseclass (class in floris.core.base)": [[3, "floris.core.base.BaseClass", false]], "basemodel (class in floris.core.base)": [[3, "floris.core.base.BaseModel", false]], "baseoperationmodel (class in floris.core.turbine.operation_models)": [[11, "floris.core.turbine.operation_models.BaseOperationModel", false]], "bd (floris.core.wake_deflection.gauss.gaussvelocitydeflection attribute)": [[20, "floris.core.wake_deflection.gauss.GaussVelocityDeflection.bd", false]], "bd (floris.core.wake_deflection.jimenez.jimenezvelocitydeflection attribute)": [[21, "floris.core.wake_deflection.jimenez.JimenezVelocityDeflection.bd", false]], "beta (floris.core.wake_deflection.gauss.gaussvelocitydeflection attribute)": [[20, "floris.core.wake_deflection.gauss.GaussVelocityDeflection.beta", false]], "beta (floris.core.wake_velocity.gauss.gaussvelocitydeficit attribute)": [[30, "floris.core.wake_velocity.gauss.GaussVelocityDeficit.beta", false]], "boundary_grid() (floris.optimization.layout_optimization.layout_optimization_boundary_grid.layoutoptimizationboundarygrid method)": [[43, "floris.optimization.layout_optimization.layout_optimization_boundary_grid.LayoutOptimizationBoundaryGrid.boundary_grid", false]], "boundary_grid() (in module floris.optimization.other.boundary_grid)": [[49, "floris.optimization.other.boundary_grid.boundary_grid", false]], "boundarygrid (class in floris.optimization.other.boundary_grid)": [[49, "floris.optimization.other.boundary_grid.BoundaryGrid", false]], "breakpoints_d (floris.core.wake_velocity.empirical_gauss.empiricalgaussvelocitydeficit attribute)": [[29, "floris.core.wake_velocity.empirical_gauss.EmpiricalGaussVelocityDeficit.breakpoints_D", false]], "build_cosine_loss_turbine_dict() (in module floris.turbine_library.turbine_utilities)": [[59, "floris.turbine_library.turbine_utilities.build_cosine_loss_turbine_dict", false]], "c_f (floris.core.wake_velocity.cumulative_gauss_curl.cumulativegausscurlvelocitydeficit attribute)": [[28, "floris.core.wake_velocity.cumulative_gauss_curl.CumulativeGaussCurlVelocityDeficit.c_f", false]], "c_s1 (floris.core.wake_velocity.cumulative_gauss_curl.cumulativegausscurlvelocitydeficit attribute)": [[28, "floris.core.wake_velocity.cumulative_gauss_curl.CumulativeGaussCurlVelocityDeficit.c_s1", false]], "c_s2 (floris.core.wake_velocity.cumulative_gauss_curl.cumulativegausscurlvelocitydeficit attribute)": [[28, "floris.core.wake_velocity.cumulative_gauss_curl.CumulativeGaussCurlVelocityDeficit.c_s2", false]], "calculate_area_overlap() (in module floris.core.solver)": [[9, "floris.core.solver.calculate_area_overlap", false]], "calculate_cross_plane() (floris.floris_model.florismodel method)": [[36, "floris.floris_model.FlorisModel.calculate_cross_plane", false]], "calculate_horizontal_plane() (floris.floris_model.florismodel method)": [[36, "floris.floris_model.FlorisModel.calculate_horizontal_plane", false]], "calculate_horizontal_plane_with_turbines() (in module floris.flow_visualization)": [[37, "floris.flow_visualization.calculate_horizontal_plane_with_turbines", false]], "calculate_power() (in module floris.cut_plane)": [[35, "floris.cut_plane.calculate_power", false]], "calculate_speed_ups() (floris.core.flow_field.flowfield method)": [[6, "floris.core.flow_field.FlowField.calculate_speed_ups", false]], "calculate_tilt_for_eff_velocities() (floris.core.farm.farm method)": [[5, "floris.core.farm.Farm.calculate_tilt_for_eff_velocities", false]], "calculate_transverse_velocity() (in module floris.core.wake_deflection.gauss)": [[20, "floris.core.wake_deflection.gauss.calculate_transverse_velocity", false]], "calculate_wake() (floris.floris_model.florismodel method)": [[36, "floris.floris_model.FlorisModel.calculate_wake", false]], "calculate_wind_speed() (in module floris.cut_plane)": [[35, "floris.cut_plane.calculate_wind_speed", false]], "calculate_y_plane() (floris.floris_model.florismodel method)": [[36, "floris.floris_model.FlorisModel.calculate_y_plane", false]], "cc_solver() (in module floris.core.solver)": [[9, "floris.core.solver.cc_solver", false]], "change_resolution() (in module floris.cut_plane)": [[35, "floris.cut_plane.change_resolution", false]], "characteristic_wake_width() (in module floris.core.wake_velocity.turbopark)": [[33, "floris.core.wake_velocity.turbopark.characteristic_wake_width", false]], "characteristic_wake_width() (in module floris.core.wake_velocity.turboparkgauss)": [[34, "floris.core.wake_velocity.turboparkgauss.characteristic_wake_width", false]], "check_and_identify_step_size() (in module floris.utilities)": [[62, "floris.utilities.check_and_identify_step_size", false]], "check_coordinates() (floris.core.grid.grid method)": [[7, "floris.core.grid.Grid.check_coordinates", false]], "check_floating_tilt_table() (floris.core.turbine.turbine.turbine method)": [[12, "floris.core.turbine.turbine.Turbine.check_floating_tilt_table", false]], "check_for_cp_ct_correct_flag_if_floating() (floris.core.turbine.turbine.turbine method)": [[12, "floris.core.turbine.turbine.Turbine.check_for_cp_ct_correct_flag_if_floating", false]], "check_heterogeneous_inflow_config() (floris.wind_data.winddatabase method)": [[63, "floris.wind_data.WindDataBase.check_heterogeneous_inflow_config", false]], "check_input_file_for_v3_keys() (in module floris.core.core)": [[4, "floris.core.core.check_input_file_for_v3_keys", false]], "check_library_path() (floris.core.farm.farm method)": [[5, "floris.core.farm.Farm.check_library_path", false]], "check_power_thrust_table() (floris.core.turbine.turbine.turbine method)": [[12, "floris.core.turbine.turbine.Turbine.check_power_thrust_table", false]], "check_smooth_power_curve() (in module floris.turbine_library.turbine_utilities)": [[59, "floris.turbine_library.turbine_utilities.check_smooth_power_curve", false]], "check_turbine_definition_for_v3_keys() (in module floris.core.farm)": [[5, "floris.core.farm.check_turbine_definition_for_v3_keys", false]], "check_turbine_type() (floris.core.farm.farm method)": [[5, "floris.core.farm.Farm.check_turbine_type", false]], "check_x() (floris.core.farm.farm method)": [[5, "floris.core.farm.Farm.check_x", false]], "check_y() (floris.core.farm.farm method)": [[5, "floris.core.farm.Farm.check_y", false]], "combination_function (floris.core.wake.wakemodelmanager property)": [[13, "floris.core.wake.WakeModelManager.combination_function", false]], "combination_model (floris.core.wake.wakemodelmanager attribute)": [[13, "floris.core.wake.WakeModelManager.combination_model", false]], "compute_cons() (floris.optimization.layout_optimization.layout_optimization_pyoptsparse.layoutoptimizationpyoptsparse method)": [[44, "floris.optimization.layout_optimization.layout_optimization_pyoptsparse.LayoutOptimizationPyOptSparse.compute_cons", false]], "compute_cons() (floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.layoutoptimizationpyoptsparse method)": [[45, "floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.LayoutOptimizationPyOptSparse.compute_cons", false]], "compute_power_curves() (floris.turbine_library.turbine_previewer.turbinelibrary method)": [[58, "floris.turbine_library.turbine_previewer.TurbineLibrary.compute_power_curves", false]], "compute_thrust_coefficient_curves() (floris.turbine_library.turbine_previewer.turbinelibrary method)": [[58, "floris.turbine_library.turbine_previewer.TurbineLibrary.compute_thrust_coefficient_curves", false]], "compute_tilt_angles_for_floating_turbines() (in module floris.core.rotor_velocity)": [[8, "floris.core.rotor_velocity.compute_tilt_angles_for_floating_turbines", false]], "compute_tilt_angles_for_floating_turbines_map() (in module floris.core.rotor_velocity)": [[8, "floris.core.rotor_velocity.compute_tilt_angles_for_floating_turbines_map", false]], "condition_keys (floris.core.turbine.turbine.turbine attribute)": [[12, "floris.core.turbine.turbine.Turbine.condition_keys", false]], "configure_console_log() (in module floris.logging_manager)": [[39, "floris.logging_manager.configure_console_log", false]], "configure_file_log() (in module floris.logging_manager)": [[39, "floris.logging_manager.configure_file_log", false]], "constant (floris.core.wake_turbulence.crespo_hernandez.crespohernandez attribute)": [[24, "floris.core.wake_turbulence.crespo_hernandez.CrespoHernandez.constant", false]], "construct_hub_heights() (floris.core.farm.farm method)": [[5, "floris.core.farm.Farm.construct_hub_heights", false]], "construct_rotor_diameters() (floris.core.farm.farm method)": [[5, "floris.core.farm.Farm.construct_rotor_diameters", false]], "construct_turbine_axial_induction_functions() (floris.core.farm.farm method)": [[5, "floris.core.farm.Farm.construct_turbine_axial_induction_functions", false]], "construct_turbine_correct_cp_ct_for_tilt() (floris.core.farm.farm method)": [[5, "floris.core.farm.Farm.construct_turbine_correct_cp_ct_for_tilt", false]], "construct_turbine_map() (floris.core.farm.farm method)": [[5, "floris.core.farm.Farm.construct_turbine_map", false]], "construct_turbine_power_functions() (floris.core.farm.farm method)": [[5, "floris.core.farm.Farm.construct_turbine_power_functions", false]], "construct_turbine_power_thrust_tables() (floris.core.farm.farm method)": [[5, "floris.core.farm.Farm.construct_turbine_power_thrust_tables", false]], "construct_turbine_ref_tilts() (floris.core.farm.farm method)": [[5, "floris.core.farm.Farm.construct_turbine_ref_tilts", false]], "construct_turbine_thrust_coefficient_functions() (floris.core.farm.farm method)": [[5, "floris.core.farm.Farm.construct_turbine_thrust_coefficient_functions", false]], "construct_turbine_tilt_interps() (floris.core.farm.farm method)": [[5, "floris.core.farm.Farm.construct_turbine_tilt_interps", false]], "construct_turbine_tsrs() (floris.core.farm.farm method)": [[5, "floris.core.farm.Farm.construct_turbine_TSRs", false]], "convert_to_path() (in module floris.type_dec)": [[60, "floris.type_dec.convert_to_path", false]], "coordinate_labels (floris.flow_visualization.velocityprofilesfigure attribute)": [[37, "floris.flow_visualization.VelocityProfilesFigure.coordinate_labels", false]], "coordinates (floris.core.farm.farm property)": [[5, "floris.core.farm.Farm.coordinates", false]], "copy() (floris.floris_model.florismodel method)": [[36, "floris.floris_model.FlorisModel.copy", false]], "copy() (floris.parallel_floris_model.parallelflorismodel method)": [[56, "floris.parallel_floris_model.ParallelFlorisModel.copy", false]], "copy() (floris.uncertain_floris_model.uncertainflorismodel method)": [[61, "floris.uncertain_floris_model.UncertainFlorisModel.copy", false]], "core (class in floris.core.core)": [[4, "floris.core.core.Core", false]], "core (floris.uncertain_floris_model.uncertainflorismodel property)": [[61, "floris.uncertain_floris_model.UncertainFlorisModel.core", false]], "correct_cp_ct_for_tilt (floris.core.farm.farm attribute)": [[5, "floris.core.farm.Farm.correct_cp_ct_for_tilt", false]], "correct_cp_ct_for_tilt (floris.core.turbine.turbine.turbine attribute)": [[12, "floris.core.turbine.turbine.Turbine.correct_cp_ct_for_tilt", false]], "correct_cp_ct_for_tilt_sorted (floris.core.farm.farm attribute)": [[5, "floris.core.farm.Farm.correct_cp_ct_for_tilt_sorted", false]], "cosd() (in module floris.utilities)": [[62, "floris.utilities.cosd", false]], "cosinelossturbine (class in floris.core.turbine.operation_models)": [[11, "floris.core.turbine.operation_models.CosineLossTurbine", false]], "crespohernandez (class in floris.core.wake_turbulence.crespo_hernandez)": [[24, "floris.core.wake_turbulence.crespo_hernandez.CrespoHernandez", false]], "cubature_weights (floris.core.grid.grid attribute)": [[7, "floris.core.grid.Grid.cubature_weights", false]], "cubic_cubature() (in module floris.core.rotor_velocity)": [[8, "floris.core.rotor_velocity.cubic_cubature", false]], "cubic_mean() (in module floris.core.rotor_velocity)": [[8, "floris.core.rotor_velocity.cubic_mean", false]], "cumulativegausscurlvelocitydeficit (class in floris.core.wake_velocity.cumulative_gauss_curl)": [[28, "floris.core.wake_velocity.cumulative_gauss_curl.CumulativeGaussCurlVelocityDeficit", false]], "cutplane (class in floris.cut_plane)": [[35, "floris.cut_plane.CutPlane", false]], "deficit_max (floris.flow_visualization.velocityprofilesfigure attribute)": [[37, "floris.flow_visualization.VelocityProfilesFigure.deficit_max", false]], "deflection_function (floris.core.wake.wakemodelmanager property)": [[13, "floris.core.wake.WakeModelManager.deflection_function", false]], "deflection_model (floris.core.wake.wakemodelmanager attribute)": [[13, "floris.core.wake.WakeModelManager.deflection_model", false]], "deflection_rate (floris.core.wake_deflection.empirical_gauss.empiricalgaussvelocitydeflection attribute)": [[19, "floris.core.wake_deflection.empirical_gauss.EmpiricalGaussVelocityDeflection.deflection_rate", false]], "derive_downstream_turbines() (in module floris.optimization.yaw_optimization.yaw_optimization_tools)": [[52, "floris.optimization.yaw_optimization.yaw_optimization_tools.derive_downstream_turbines", false]], "describe() (floris.optimization.layout_optimization.layout_optimization_random_search.layoutoptimizationrandomsearch method)": [[46, "floris.optimization.layout_optimization.layout_optimization_random_search.LayoutOptimizationRandomSearch.describe", false]], "description (floris.core.core.core attribute)": [[4, "floris.core.core.Core.description", false]], "discontinuous_grid() (in module floris.optimization.other.boundary_grid)": [[49, "floris.optimization.other.boundary_grid.discontinuous_grid", false]], "distance_from_boundaries() (floris.optimization.layout_optimization.layout_optimization_pyoptsparse.layoutoptimizationpyoptsparse method)": [[44, "floris.optimization.layout_optimization.layout_optimization_pyoptsparse.LayoutOptimizationPyOptSparse.distance_from_boundaries", false]], "distance_from_boundaries() (floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.layoutoptimizationpyoptsparse method)": [[45, "floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.LayoutOptimizationPyOptSparse.distance_from_boundaries", false]], "dm (floris.core.wake_deflection.gauss.gaussvelocitydeflection attribute)": [[20, "floris.core.wake_deflection.gauss.GaussVelocityDeflection.dm", false]], "downsample() (floris.wind_data.windrose method)": [[63, "floris.wind_data.WindRose.downsample", false]], "downsample() (floris.wind_data.windtirose method)": [[63, "floris.wind_data.WindTIRose.downsample", false]], "downstream (floris.core.wake_turbulence.crespo_hernandez.crespohernandez attribute)": [[24, "floris.core.wake_turbulence.crespo_hernandez.CrespoHernandez.downstream", false]], "downstream_dists_d (floris.flow_visualization.velocityprofilesfigure attribute)": [[37, "floris.flow_visualization.VelocityProfilesFigure.downstream_dists_D", false]], "dudz_initial_sorted (floris.core.flow_field.flowfield attribute)": [[6, "floris.core.flow_field.FlowField.dudz_initial_sorted", false]], "empirical_gauss_model_wake_width() (in module floris.core.wake_velocity.empirical_gauss)": [[29, "floris.core.wake_velocity.empirical_gauss.empirical_gauss_model_wake_width", false]], "empirical_gauss_solver() (in module floris.core.solver)": [[9, "floris.core.solver.empirical_gauss_solver", false]], "empiricalgaussvelocitydeficit (class in floris.core.wake_velocity.empirical_gauss)": [[29, "floris.core.wake_velocity.empirical_gauss.EmpiricalGaussVelocityDeficit", false]], "empiricalgaussvelocitydeflection (class in floris.core.wake_deflection.empirical_gauss)": [[19, "floris.core.wake_deflection.empirical_gauss.EmpiricalGaussVelocityDeflection", false]], "enable_active_wake_mixing (floris.core.wake.wakemodelmanager attribute)": [[13, "floris.core.wake.WakeModelManager.enable_active_wake_mixing", false]], "enable_secondary_steering (floris.core.wake.wakemodelmanager attribute)": [[13, "floris.core.wake.WakeModelManager.enable_secondary_steering", false]], "enable_transverse_velocities (floris.core.wake.wakemodelmanager attribute)": [[13, "floris.core.wake.WakeModelManager.enable_transverse_velocities", false]], "enable_yaw_added_recovery (floris.core.wake.wakemodelmanager attribute)": [[13, "floris.core.wake.WakeModelManager.enable_yaw_added_recovery", false]], "eps_gain (floris.core.wake_deflection.gauss.gaussvelocitydeflection attribute)": [[20, "floris.core.wake_deflection.gauss.GaussVelocityDeflection.eps_gain", false]], "expand_farm_properties() (floris.core.farm.farm method)": [[5, "floris.core.farm.Farm.expand_farm_properties", false]], "farm (class in floris.core.farm)": [[5, "floris.core.farm.Farm", false]], "farm (floris.core.core.core attribute)": [[4, "floris.core.core.Core.farm", false]], "fig (floris.flow_visualization.velocityprofilesfigure attribute)": [[37, "floris.flow_visualization.VelocityProfilesFigure.fig", false]], "filter() (floris.logging_manager.tracebackinfofilter method)": [[39, "floris.logging_manager.TracebackInfoFilter.filter", false]], "finalize() (floris.core.core.core method)": [[4, "floris.core.core.Core.finalize", false]], "finalize() (floris.core.farm.farm method)": [[5, "floris.core.farm.Farm.finalize", false]], "finalize() (floris.core.flow_field.flowfield method)": [[6, "floris.core.flow_field.FlowField.finalize", false]], "find_lengths() (floris.optimization.layout_optimization.layout_optimization_boundary_grid.layoutoptimizationboundarygrid method)": [[43, "floris.optimization.layout_optimization.layout_optimization_boundary_grid.LayoutOptimizationBoundaryGrid.find_lengths", false]], "floating_tilt_table (floris.core.turbine.turbine.turbine attribute)": [[12, "floris.core.turbine.turbine.Turbine.floating_tilt_table", false]], "floris.convert_floris_input_v3_to_v4": [[0, "module-floris.convert_floris_input_v3_to_v4", false]], "floris.convert_turbine_v3_to_v4": [[1, "module-floris.convert_turbine_v3_to_v4", false]], "floris.core": [[2, "module-floris.core", false]], "floris.core.base": [[3, "module-floris.core.base", false]], "floris.core.core": [[4, "module-floris.core.core", false]], "floris.core.farm": [[5, "module-floris.core.farm", false]], "floris.core.flow_field": [[6, "module-floris.core.flow_field", false]], "floris.core.grid": [[7, "module-floris.core.grid", false]], "floris.core.rotor_velocity": [[8, "module-floris.core.rotor_velocity", false]], "floris.core.solver": [[9, "module-floris.core.solver", false]], "floris.core.turbine": [[10, "module-floris.core.turbine", false]], "floris.core.turbine.operation_models": [[11, "module-floris.core.turbine.operation_models", false]], "floris.core.turbine.turbine": [[12, "module-floris.core.turbine.turbine", false]], "floris.core.wake": [[13, "module-floris.core.wake", false]], "floris.core.wake_combination": [[14, "module-floris.core.wake_combination", false]], "floris.core.wake_combination.fls": [[15, "module-floris.core.wake_combination.fls", false]], "floris.core.wake_combination.max": [[16, "module-floris.core.wake_combination.max", false]], "floris.core.wake_combination.sosfs": [[17, "module-floris.core.wake_combination.sosfs", false]], "floris.core.wake_deflection": [[18, "module-floris.core.wake_deflection", false]], "floris.core.wake_deflection.empirical_gauss": [[19, "module-floris.core.wake_deflection.empirical_gauss", false]], "floris.core.wake_deflection.gauss": [[20, "module-floris.core.wake_deflection.gauss", false]], "floris.core.wake_deflection.jimenez": [[21, "module-floris.core.wake_deflection.jimenez", false]], "floris.core.wake_deflection.none": [[22, "module-floris.core.wake_deflection.none", false]], "floris.core.wake_turbulence": [[23, "module-floris.core.wake_turbulence", false]], "floris.core.wake_turbulence.crespo_hernandez": [[24, "module-floris.core.wake_turbulence.crespo_hernandez", false]], "floris.core.wake_turbulence.none": [[25, "module-floris.core.wake_turbulence.none", false]], "floris.core.wake_turbulence.wake_induced_mixing": [[26, "module-floris.core.wake_turbulence.wake_induced_mixing", false]], "floris.core.wake_velocity": [[27, "module-floris.core.wake_velocity", false]], "floris.core.wake_velocity.cumulative_gauss_curl": [[28, "module-floris.core.wake_velocity.cumulative_gauss_curl", false]], "floris.core.wake_velocity.empirical_gauss": [[29, "module-floris.core.wake_velocity.empirical_gauss", false]], "floris.core.wake_velocity.gauss": [[30, "module-floris.core.wake_velocity.gauss", false]], "floris.core.wake_velocity.jensen": [[31, "module-floris.core.wake_velocity.jensen", false]], "floris.core.wake_velocity.none": [[32, "module-floris.core.wake_velocity.none", false]], "floris.core.wake_velocity.turbopark": [[33, "module-floris.core.wake_velocity.turbopark", false]], "floris.core.wake_velocity.turboparkgauss": [[34, "module-floris.core.wake_velocity.turboparkgauss", false]], "floris.cut_plane": [[35, "module-floris.cut_plane", false]], "floris.floris_model": [[36, "module-floris.floris_model", false]], "floris.flow_visualization": [[37, "module-floris.flow_visualization", false]], "floris.layout_visualization": [[38, "module-floris.layout_visualization", false]], "floris.logging_manager": [[39, "module-floris.logging_manager", false]], "floris.optimization": [[40, "module-floris.optimization", false]], "floris.optimization.layout_optimization": [[41, "module-floris.optimization.layout_optimization", false]], "floris.optimization.layout_optimization.layout_optimization_base": [[42, "module-floris.optimization.layout_optimization.layout_optimization_base", false]], "floris.optimization.layout_optimization.layout_optimization_boundary_grid": [[43, "module-floris.optimization.layout_optimization.layout_optimization_boundary_grid", false]], "floris.optimization.layout_optimization.layout_optimization_pyoptsparse": [[44, "module-floris.optimization.layout_optimization.layout_optimization_pyoptsparse", false]], "floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread": [[45, "module-floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread", false]], "floris.optimization.layout_optimization.layout_optimization_random_search": [[46, "module-floris.optimization.layout_optimization.layout_optimization_random_search", false]], "floris.optimization.layout_optimization.layout_optimization_scipy": [[47, "module-floris.optimization.layout_optimization.layout_optimization_scipy", false]], "floris.optimization.other": [[48, "module-floris.optimization.other", false]], "floris.optimization.other.boundary_grid": [[49, "module-floris.optimization.other.boundary_grid", false]], "floris.optimization.yaw_optimization": [[50, "module-floris.optimization.yaw_optimization", false]], "floris.optimization.yaw_optimization.yaw_optimization_base": [[51, "module-floris.optimization.yaw_optimization.yaw_optimization_base", false]], "floris.optimization.yaw_optimization.yaw_optimization_tools": [[52, "module-floris.optimization.yaw_optimization.yaw_optimization_tools", false]], "floris.optimization.yaw_optimization.yaw_optimizer_geometric": [[53, "module-floris.optimization.yaw_optimization.yaw_optimizer_geometric", false]], "floris.optimization.yaw_optimization.yaw_optimizer_scipy": [[54, "module-floris.optimization.yaw_optimization.yaw_optimizer_scipy", false]], "floris.optimization.yaw_optimization.yaw_optimizer_sr": [[55, "module-floris.optimization.yaw_optimization.yaw_optimizer_sr", false]], "floris.parallel_floris_model": [[56, "module-floris.parallel_floris_model", false]], "floris.turbine_library": [[57, "module-floris.turbine_library", false]], "floris.turbine_library.turbine_previewer": [[58, "module-floris.turbine_library.turbine_previewer", false]], "floris.turbine_library.turbine_utilities": [[59, "module-floris.turbine_library.turbine_utilities", false]], "floris.type_dec": [[60, "module-floris.type_dec", false]], "floris.uncertain_floris_model": [[61, "module-floris.uncertain_floris_model", false]], "floris.utilities": [[62, "module-floris.utilities", false]], "floris.wind_data": [[63, "module-floris.wind_data", false]], "floris_array_converter() (in module floris.type_dec)": [[60, "floris.type_dec.floris_array_converter", false]], "floris_numeric_dict_converter() (in module floris.type_dec)": [[60, "floris.type_dec.floris_numeric_dict_converter", false]], "floris_version (floris.core.core.core attribute)": [[4, "floris.core.core.Core.floris_version", false]], "florismodel (class in floris.floris_model)": [[36, "floris.floris_model.FlorisModel", false]], "flow_field (floris.core.core.core attribute)": [[4, "floris.core.core.Core.flow_field", false]], "flowfield (class in floris.core.flow_field)": [[6, "floris.core.flow_field.FlowField", false]], "flowfieldgrid (class in floris.core.grid)": [[7, "floris.core.grid.FlowFieldGrid", false]], "flowfieldplanargrid (class in floris.core.grid)": [[7, "floris.core.grid.FlowFieldPlanarGrid", false]], "fls (class in floris.core.wake_combination.fls)": [[15, "floris.core.wake_combination.fls.FLS", false]], "from_dict() (floris.type_dec.fromdictmixin class method)": [[60, "floris.type_dec.FromDictMixin.from_dict", false]], "from_file() (floris.core.core.core class method)": [[4, "floris.core.core.Core.from_file", false]], "from_library() (floris.turbine_library.turbine_previewer.turbineinterface class method)": [[58, "floris.turbine_library.turbine_previewer.TurbineInterface.from_library", false]], "from_turbine_dict() (floris.turbine_library.turbine_previewer.turbineinterface class method)": [[58, "floris.turbine_library.turbine_previewer.TurbineInterface.from_turbine_dict", false]], "from_yaml() (floris.turbine_library.turbine_previewer.turbineinterface class method)": [[58, "floris.turbine_library.turbine_previewer.TurbineInterface.from_yaml", false]], "fromdictmixin (class in floris.type_dec)": [[60, "floris.type_dec.FromDictMixin", false]], "full_flow_cc_solver() (in module floris.core.solver)": [[9, "floris.core.solver.full_flow_cc_solver", false]], "full_flow_empirical_gauss_solver() (in module floris.core.solver)": [[9, "floris.core.solver.full_flow_empirical_gauss_solver", false]], "full_flow_sequential_solver() (in module floris.core.solver)": [[9, "floris.core.solver.full_flow_sequential_solver", false]], "full_flow_turbopark_solver() (in module floris.core.solver)": [[9, "floris.core.solver.full_flow_turbopark_solver", false]], "function() (floris.core.base.basemodel method)": [[3, "floris.core.base.BaseModel.function", false]], "function() (floris.core.wake_combination.fls.fls method)": [[15, "floris.core.wake_combination.fls.FLS.function", false]], "function() (floris.core.wake_combination.max.max method)": [[16, "floris.core.wake_combination.max.MAX.function", false]], "function() (floris.core.wake_combination.sosfs.sosfs method)": [[17, "floris.core.wake_combination.sosfs.SOSFS.function", false]], "function() (floris.core.wake_deflection.empirical_gauss.empiricalgaussvelocitydeflection method)": [[19, "floris.core.wake_deflection.empirical_gauss.EmpiricalGaussVelocityDeflection.function", false]], "function() (floris.core.wake_deflection.gauss.gaussvelocitydeflection method)": [[20, "floris.core.wake_deflection.gauss.GaussVelocityDeflection.function", false]], "function() (floris.core.wake_deflection.jimenez.jimenezvelocitydeflection method)": [[21, "floris.core.wake_deflection.jimenez.JimenezVelocityDeflection.function", false]], "function() (floris.core.wake_deflection.none.nonevelocitydeflection method)": [[22, "floris.core.wake_deflection.none.NoneVelocityDeflection.function", false]], "function() (floris.core.wake_turbulence.crespo_hernandez.crespohernandez method)": [[24, "floris.core.wake_turbulence.crespo_hernandez.CrespoHernandez.function", false]], "function() (floris.core.wake_turbulence.none.nonewaketurbulence method)": [[25, "floris.core.wake_turbulence.none.NoneWakeTurbulence.function", false]], "function() (floris.core.wake_turbulence.wake_induced_mixing.wakeinducedmixing method)": [[26, "floris.core.wake_turbulence.wake_induced_mixing.WakeInducedMixing.function", false]], "function() (floris.core.wake_velocity.cumulative_gauss_curl.cumulativegausscurlvelocitydeficit method)": [[28, "floris.core.wake_velocity.cumulative_gauss_curl.CumulativeGaussCurlVelocityDeficit.function", false]], "function() (floris.core.wake_velocity.empirical_gauss.empiricalgaussvelocitydeficit method)": [[29, "floris.core.wake_velocity.empirical_gauss.EmpiricalGaussVelocityDeficit.function", false]], "function() (floris.core.wake_velocity.gauss.gaussvelocitydeficit method)": [[30, "floris.core.wake_velocity.gauss.GaussVelocityDeficit.function", false]], "function() (floris.core.wake_velocity.jensen.jensenvelocitydeficit method)": [[31, "floris.core.wake_velocity.jensen.JensenVelocityDeficit.function", false]], "function() (floris.core.wake_velocity.none.nonevelocitydeficit method)": [[32, "floris.core.wake_velocity.none.NoneVelocityDeficit.function", false]], "function() (floris.core.wake_velocity.turbopark.turboparkvelocitydeficit method)": [[33, "floris.core.wake_velocity.turbopark.TurbOParkVelocityDeficit.function", false]], "function() (floris.core.wake_velocity.turboparkgauss.turboparkgaussvelocitydeficit method)": [[34, "floris.core.wake_velocity.turboparkgauss.TurboparkgaussVelocityDeficit.function", false]], "gamma() (in module floris.core.wake_deflection.gauss)": [[20, "floris.core.wake_deflection.gauss.gamma", false]], "gaussian_function() (in module floris.core.wake_velocity.gauss)": [[30, "floris.core.wake_velocity.gauss.gaussian_function", false]], "gaussvelocitydeficit (class in floris.core.wake_velocity.gauss)": [[30, "floris.core.wake_velocity.gauss.GaussVelocityDeficit", false]], "gaussvelocitydeflection (class in floris.core.wake_deflection.gauss)": [[20, "floris.core.wake_deflection.gauss.GaussVelocityDeflection", false]], "generate_heterogeneous_wind_map() (floris.core.flow_field.flowfield method)": [[6, "floris.core.flow_field.FlowField.generate_heterogeneous_wind_map", false]], "geometric_yaw() (in module floris.optimization.yaw_optimization.yaw_optimizer_geometric)": [[53, "floris.optimization.yaw_optimization.yaw_optimizer_geometric.geometric_yaw", false]], "get_cubature_coefficients() (floris.core.grid.turbinecubaturegrid class method)": [[7, "floris.core.grid.TurbineCubatureGrid.get_cubature_coefficients", false]], "get_expected_farm_power() (floris.floris_model.florismodel method)": [[36, "floris.floris_model.FlorisModel.get_expected_farm_power", false]], "get_expected_farm_power() (floris.uncertain_floris_model.uncertainflorismodel method)": [[61, "floris.uncertain_floris_model.UncertainFlorisModel.get_expected_farm_power", false]], "get_expected_farm_value() (floris.floris_model.florismodel method)": [[36, "floris.floris_model.FlorisModel.get_expected_farm_value", false]], "get_expected_turbine_powers() (floris.floris_model.florismodel method)": [[36, "floris.floris_model.FlorisModel.get_expected_turbine_powers", false]], "get_farm_aep() (floris.floris_model.florismodel method)": [[36, "floris.floris_model.FlorisModel.get_farm_AEP", false]], "get_farm_aep() (floris.parallel_floris_model.parallelflorismodel method)": [[56, "floris.parallel_floris_model.ParallelFlorisModel.get_farm_AEP", false]], "get_farm_aep() (floris.uncertain_floris_model.uncertainflorismodel method)": [[61, "floris.uncertain_floris_model.UncertainFlorisModel.get_farm_AEP", false]], "get_farm_avp() (floris.floris_model.florismodel method)": [[36, "floris.floris_model.FlorisModel.get_farm_AVP", false]], "get_farm_power() (floris.floris_model.florismodel method)": [[36, "floris.floris_model.FlorisModel.get_farm_power", false]], "get_farm_power() (floris.parallel_floris_model.parallelflorismodel method)": [[56, "floris.parallel_floris_model.ParallelFlorisModel.get_farm_power", false]], "get_farm_power() (floris.uncertain_floris_model.uncertainflorismodel method)": [[61, "floris.uncertain_floris_model.UncertainFlorisModel.get_farm_power", false]], "get_heterogeneous_wind_rose() (floris.wind_data.windrosewrg method)": [[63, "floris.wind_data.WindRoseWRG.get_heterogeneous_wind_rose", false]], "get_operation_model() (floris.floris_model.florismodel method)": [[36, "floris.floris_model.FlorisModel.get_operation_model", false]], "get_optimized_locs() (floris.optimization.layout_optimization.layout_optimization_pyoptsparse.layoutoptimizationpyoptsparse method)": [[44, "floris.optimization.layout_optimization.layout_optimization_pyoptsparse.LayoutOptimizationPyOptSparse.get_optimized_locs", false]], "get_param() (floris.floris_model.florismodel method)": [[36, "floris.floris_model.FlorisModel.get_param", false]], "get_plane_from_flow_data() (in module floris.cut_plane)": [[35, "floris.cut_plane.get_plane_from_flow_data", false]], "get_plane_of_points() (floris.floris_model.florismodel method)": [[36, "floris.floris_model.FlorisModel.get_plane_of_points", false]], "get_power_profile() (in module floris.cut_plane)": [[35, "floris.cut_plane.get_power_profile", false]], "get_turbine_ais() (floris.floris_model.florismodel method)": [[36, "floris.floris_model.FlorisModel.get_turbine_ais", false]], "get_turbine_layout() (floris.floris_model.florismodel method)": [[36, "floris.floris_model.FlorisModel.get_turbine_layout", false]], "get_turbine_powers() (floris.floris_model.florismodel method)": [[36, "floris.floris_model.FlorisModel.get_turbine_powers", false]], "get_turbine_powers() (floris.parallel_floris_model.parallelflorismodel method)": [[56, "floris.parallel_floris_model.ParallelFlorisModel.get_turbine_powers", false]], "get_turbine_powers() (floris.uncertain_floris_model.uncertainflorismodel method)": [[61, "floris.uncertain_floris_model.UncertainFlorisModel.get_turbine_powers", false]], "get_turbine_thrust_coefficients() (floris.floris_model.florismodel method)": [[36, "floris.floris_model.FlorisModel.get_turbine_thrust_coefficients", false]], "get_turbine_tis() (floris.floris_model.florismodel method)": [[36, "floris.floris_model.FlorisModel.get_turbine_TIs", false]], "get_wake_direction() (in module floris.layout_visualization)": [[38, "floris.layout_visualization.get_wake_direction", false]], "get_wind_rose_at_point() (floris.wind_data.windrosewrg method)": [[63, "floris.wind_data.WindRoseWRG.get_wind_rose_at_point", false]], "grid (class in floris.core.grid)": [[7, "floris.core.grid.Grid", false]], "grid (floris.core.core.core attribute)": [[4, "floris.core.core.Core.grid", false]], "grid_resolution (floris.core.grid.grid attribute)": [[7, "floris.core.grid.Grid.grid_resolution", false]], "grid_resolution_validator() (floris.core.grid.grid method)": [[7, "floris.core.grid.Grid.grid_resolution_validator", false]], "het_map (floris.core.flow_field.flowfield attribute)": [[6, "floris.core.flow_field.FlowField.het_map", false]], "het_map_validator() (floris.core.flow_field.flowfield method)": [[6, "floris.core.flow_field.FlowField.het_map_validator", false]], "heterogeneous_config_validator() (floris.core.flow_field.flowfield method)": [[6, "floris.core.flow_field.FlowField.heterogeneous_config_validator", false]], "heterogeneous_inflow_config (floris.core.flow_field.flowfield attribute)": [[6, "floris.core.flow_field.FlowField.heterogeneous_inflow_config", false]], "horizontal_deflection_gain_d (floris.core.wake_deflection.empirical_gauss.empiricalgaussvelocitydeflection attribute)": [[19, "floris.core.wake_deflection.empirical_gauss.EmpiricalGaussVelocityDeflection.horizontal_deflection_gain_D", false]], "hub_height (floris.core.turbine.turbine.turbine attribute)": [[12, "floris.core.turbine.turbine.Turbine.hub_height", false]], "hub_heights (floris.core.farm.farm attribute)": [[5, "floris.core.farm.Farm.hub_heights", false]], "hub_heights_sorted (floris.core.farm.farm attribute)": [[5, "floris.core.farm.Farm.hub_heights_sorted", false]], "ignore_include() (in module floris.convert_floris_input_v3_to_v4)": [[0, "floris.convert_floris_input_v3_to_v4.ignore_include", false]], "include() (floris.utilities.loader method)": [[62, "floris.utilities.Loader.include", false]], "include_mirror_wake (floris.core.wake_velocity.turboparkgauss.turboparkgaussvelocitydeficit attribute)": [[34, "floris.core.wake_velocity.turboparkgauss.TurboparkgaussVelocityDeficit.include_mirror_wake", false]], "initial (floris.core.wake_turbulence.crespo_hernandez.crespohernandez attribute)": [[24, "floris.core.wake_turbulence.crespo_hernandez.CrespoHernandez.initial", false]], "initialize() (floris.core.farm.farm method)": [[5, "floris.core.farm.Farm.initialize", false]], "initialize_domain() (floris.core.core.core method)": [[4, "floris.core.core.Core.initialize_domain", false]], "initialize_velocity_field() (floris.core.flow_field.flowfield method)": [[6, "floris.core.flow_field.FlowField.initialize_velocity_field", false]], "initialized (floris.core.base.state attribute)": [[3, "floris.core.base.State.INITIALIZED", false]], "internal_turbine_library (floris.core.farm.farm attribute)": [[5, "floris.core.farm.Farm.internal_turbine_library", false]], "interpolate_multiplier_xy() (floris.core.flow_field.flowfield static method)": [[6, "floris.core.flow_field.FlowField.interpolate_multiplier_xy", false]], "interpolate_multiplier_xyz() (floris.core.flow_field.flowfield static method)": [[6, "floris.core.flow_field.FlowField.interpolate_multiplier_xyz", false]], "interpolate_onto_array() (in module floris.cut_plane)": [[35, "floris.cut_plane.interpolate_onto_array", false]], "iter_validator() (in module floris.type_dec)": [[60, "floris.type_dec.iter_validator", false]], "jensenvelocitydeficit (class in floris.core.wake_velocity.jensen)": [[31, "floris.core.wake_velocity.jensen.JensenVelocityDeficit", false]], "jimenezvelocitydeflection (class in floris.core.wake_deflection.jimenez)": [[21, "floris.core.wake_deflection.jimenez.JimenezVelocityDeflection", false]], "ka (floris.core.wake_deflection.gauss.gaussvelocitydeflection attribute)": [[20, "floris.core.wake_deflection.gauss.GaussVelocityDeflection.ka", false]], "ka (floris.core.wake_velocity.gauss.gaussvelocitydeficit attribute)": [[30, "floris.core.wake_velocity.gauss.GaussVelocityDeficit.ka", false]], "kb (floris.core.wake_deflection.gauss.gaussvelocitydeflection attribute)": [[20, "floris.core.wake_deflection.gauss.GaussVelocityDeflection.kb", false]], "kb (floris.core.wake_velocity.gauss.gaussvelocitydeficit attribute)": [[30, "floris.core.wake_velocity.gauss.GaussVelocityDeficit.kb", false]], "kd (floris.core.wake_deflection.jimenez.jimenezvelocitydeflection attribute)": [[21, "floris.core.wake_deflection.jimenez.JimenezVelocityDeflection.kd", false]], "label_line() (in module floris.layout_visualization)": [[38, "floris.layout_visualization.label_line", false]], "layout (floris.flow_visualization.velocityprofilesfigure attribute)": [[37, "floris.flow_visualization.VelocityProfilesFigure.layout", false]], "layout_validator() (floris.flow_visualization.velocityprofilesfigure method)": [[37, "floris.flow_visualization.VelocityProfilesFigure.layout_validator", false]], "layout_x (floris.core.farm.farm attribute)": [[5, "floris.core.farm.Farm.layout_x", false]], "layout_x (floris.floris_model.florismodel property)": [[36, "floris.floris_model.FlorisModel.layout_x", false]], "layout_x (floris.parallel_floris_model.parallelflorismodel property)": [[56, "floris.parallel_floris_model.ParallelFlorisModel.layout_x", false]], "layout_x (floris.uncertain_floris_model.uncertainflorismodel property)": [[61, "floris.uncertain_floris_model.UncertainFlorisModel.layout_x", false]], "layout_y (floris.core.farm.farm attribute)": [[5, "floris.core.farm.Farm.layout_y", false]], "layout_y (floris.floris_model.florismodel property)": [[36, "floris.floris_model.FlorisModel.layout_y", false]], "layout_y (floris.parallel_floris_model.parallelflorismodel property)": [[56, "floris.parallel_floris_model.ParallelFlorisModel.layout_y", false]], "layout_y (floris.uncertain_floris_model.uncertainflorismodel property)": [[61, "floris.uncertain_floris_model.UncertainFlorisModel.layout_y", false]], "layoutoptimization (class in floris.optimization.layout_optimization.layout_optimization_base)": [[42, "floris.optimization.layout_optimization.layout_optimization_base.LayoutOptimization", false]], "layoutoptimizationboundarygrid (class in floris.optimization.layout_optimization.layout_optimization_boundary_grid)": [[43, "floris.optimization.layout_optimization.layout_optimization_boundary_grid.LayoutOptimizationBoundaryGrid", false]], "layoutoptimizationpyoptsparse (class in floris.optimization.layout_optimization.layout_optimization_pyoptsparse)": [[44, "floris.optimization.layout_optimization.layout_optimization_pyoptsparse.LayoutOptimizationPyOptSparse", false]], "layoutoptimizationpyoptsparse (class in floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread)": [[45, "floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.LayoutOptimizationPyOptSparse", false]], "layoutoptimizationrandomsearch (class in floris.optimization.layout_optimization.layout_optimization_random_search)": [[46, "floris.optimization.layout_optimization.layout_optimization_random_search.LayoutOptimizationRandomSearch", false]], "layoutoptimizationscipy (class in floris.optimization.layout_optimization.layout_optimization_scipy)": [[47, "floris.optimization.layout_optimization.layout_optimization_scipy.LayoutOptimizationScipy", false]], "line_contour_cut_plane() (in module floris.flow_visualization)": [[37, "floris.flow_visualization.line_contour_cut_plane", false]], "list_depth() (in module floris.optimization.layout_optimization.layout_optimization_base)": [[42, "floris.optimization.layout_optimization.layout_optimization_base.list_depth", false]], "load_external_library() (floris.turbine_library.turbine_previewer.turbinelibrary method)": [[58, "floris.turbine_library.turbine_previewer.TurbineLibrary.load_external_library", false]], "load_internal_library() (floris.turbine_library.turbine_previewer.turbinelibrary method)": [[58, "floris.turbine_library.turbine_previewer.TurbineLibrary.load_internal_library", false]], "load_yaml() (in module floris.utilities)": [[62, "floris.utilities.load_yaml", false]], "loader (class in floris.utilities)": [[62, "floris.utilities.Loader", false]], "logger (floris.core.base.baseclass property)": [[3, "floris.core.base.BaseClass.logger", false]], "logger (floris.logging_manager.loggingmanager property)": [[39, "floris.logging_manager.LoggingManager.logger", false]], "logging (floris.core.core.core attribute)": [[4, "floris.core.core.Core.logging", false]], "loggingmanager (class in floris.logging_manager)": [[39, "floris.logging_manager.LoggingManager", false]], "make_wind_directions_adjacent() (in module floris.utilities)": [[62, "floris.utilities.make_wind_directions_adjacent", false]], "map_turbine_powers_uncertain() (in module floris.uncertain_floris_model)": [[61, "floris.uncertain_floris_model.map_turbine_powers_uncertain", false]], "mask_upstream_wake() (in module floris.core.wake_velocity.gauss)": [[30, "floris.core.wake_velocity.gauss.mask_upstream_wake", false]], "match_profile_to_axes() (floris.flow_visualization.velocityprofilesfigure method)": [[37, "floris.flow_visualization.VelocityProfilesFigure.match_profile_to_axes", false]], "max (class in floris.core.wake_combination.max)": [[16, "floris.core.wake_combination.max.MAX", false]], "mean_distance() (floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.layoutoptimizationpyoptsparse method)": [[45, "floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.LayoutOptimizationPyOptSparse.mean_distance", false]], "merge_floris_models() (floris.floris_model.florismodel static method)": [[36, "floris.floris_model.FlorisModel.merge_floris_models", false]], "mixedoperationturbine (class in floris.core.turbine.operation_models)": [[11, "floris.core.turbine.operation_models.MixedOperationTurbine", false]], "mixing_gain_deflection (floris.core.wake_deflection.empirical_gauss.empiricalgaussvelocitydeflection attribute)": [[19, "floris.core.wake_deflection.empirical_gauss.EmpiricalGaussVelocityDeflection.mixing_gain_deflection", false]], "mixing_gain_velocity (floris.core.wake_velocity.empirical_gauss.empiricalgaussvelocitydeficit attribute)": [[29, "floris.core.wake_velocity.empirical_gauss.EmpiricalGaussVelocityDeficit.mixing_gain_velocity", false]], "model_strings (floris.core.wake.wakemodelmanager attribute)": [[13, "floris.core.wake.WakeModelManager.model_strings", false]], "module": [[0, "module-floris.convert_floris_input_v3_to_v4", false], [1, "module-floris.convert_turbine_v3_to_v4", false], [2, "module-floris.core", false], [3, "module-floris.core.base", false], [4, "module-floris.core.core", false], [5, "module-floris.core.farm", false], [6, "module-floris.core.flow_field", false], [7, "module-floris.core.grid", false], [8, "module-floris.core.rotor_velocity", false], [9, "module-floris.core.solver", false], [10, "module-floris.core.turbine", false], [11, "module-floris.core.turbine.operation_models", false], [12, "module-floris.core.turbine.turbine", false], [13, "module-floris.core.wake", false], [14, "module-floris.core.wake_combination", false], [15, "module-floris.core.wake_combination.fls", false], [16, "module-floris.core.wake_combination.max", false], [17, "module-floris.core.wake_combination.sosfs", false], [18, "module-floris.core.wake_deflection", false], [19, "module-floris.core.wake_deflection.empirical_gauss", false], [20, "module-floris.core.wake_deflection.gauss", false], [21, "module-floris.core.wake_deflection.jimenez", false], [22, "module-floris.core.wake_deflection.none", false], [23, "module-floris.core.wake_turbulence", false], [24, "module-floris.core.wake_turbulence.crespo_hernandez", false], [25, "module-floris.core.wake_turbulence.none", false], [26, "module-floris.core.wake_turbulence.wake_induced_mixing", false], [27, "module-floris.core.wake_velocity", false], [28, "module-floris.core.wake_velocity.cumulative_gauss_curl", false], [29, "module-floris.core.wake_velocity.empirical_gauss", false], [30, "module-floris.core.wake_velocity.gauss", false], [31, "module-floris.core.wake_velocity.jensen", false], [32, "module-floris.core.wake_velocity.none", false], [33, "module-floris.core.wake_velocity.turbopark", false], [34, "module-floris.core.wake_velocity.turboparkgauss", false], [35, "module-floris.cut_plane", false], [36, "module-floris.floris_model", false], [37, "module-floris.flow_visualization", false], [38, "module-floris.layout_visualization", false], [39, "module-floris.logging_manager", false], [40, "module-floris.optimization", false], [41, "module-floris.optimization.layout_optimization", false], [42, "module-floris.optimization.layout_optimization.layout_optimization_base", false], [43, "module-floris.optimization.layout_optimization.layout_optimization_boundary_grid", false], [44, "module-floris.optimization.layout_optimization.layout_optimization_pyoptsparse", false], [45, "module-floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread", false], [46, "module-floris.optimization.layout_optimization.layout_optimization_random_search", false], [47, "module-floris.optimization.layout_optimization.layout_optimization_scipy", false], [48, "module-floris.optimization.other", false], [49, "module-floris.optimization.other.boundary_grid", false], [50, "module-floris.optimization.yaw_optimization", false], [51, "module-floris.optimization.yaw_optimization.yaw_optimization_base", false], [52, "module-floris.optimization.yaw_optimization.yaw_optimization_tools", false], [53, "module-floris.optimization.yaw_optimization.yaw_optimizer_geometric", false], [54, "module-floris.optimization.yaw_optimization.yaw_optimizer_scipy", false], [55, "module-floris.optimization.yaw_optimization.yaw_optimizer_sr", false], [56, "module-floris.parallel_floris_model", false], [57, "module-floris.turbine_library", false], [58, "module-floris.turbine_library.turbine_previewer", false], [59, "module-floris.turbine_library.turbine_utilities", false], [60, "module-floris.type_dec", false], [61, "module-floris.uncertain_floris_model", false], [62, "module-floris.utilities", false], [63, "module-floris.wind_data", false]], "multi_dimensional_cp_ct (floris.core.turbine.turbine.turbine attribute)": [[12, "floris.core.turbine.turbine.Turbine.multi_dimensional_cp_ct", false]], "multidim_conditions (floris.core.flow_field.flowfield attribute)": [[6, "floris.core.flow_field.FlowField.multidim_conditions", false]], "n_cols (floris.flow_visualization.velocityprofilesfigure attribute)": [[37, "floris.flow_visualization.VelocityProfilesFigure.n_cols", false]], "n_findex (floris.core.flow_field.flowfield attribute)": [[6, "floris.core.flow_field.FlowField.n_findex", false]], "n_findex (floris.core.grid.grid attribute)": [[7, "floris.core.grid.Grid.n_findex", false]], "n_findex (floris.floris_model.florismodel property)": [[36, "floris.floris_model.FlorisModel.n_findex", false]], "n_findex (floris.parallel_floris_model.parallelflorismodel property)": [[56, "floris.parallel_floris_model.ParallelFlorisModel.n_findex", false]], "n_findex (floris.uncertain_floris_model.uncertainflorismodel property)": [[61, "floris.uncertain_floris_model.UncertainFlorisModel.n_findex", false]], "n_rows (floris.flow_visualization.velocityprofilesfigure attribute)": [[37, "floris.flow_visualization.VelocityProfilesFigure.n_rows", false]], "n_turbines (floris.core.farm.farm property)": [[5, "floris.core.farm.Farm.n_turbines", false]], "n_turbines (floris.core.grid.grid attribute)": [[7, "floris.core.grid.Grid.n_turbines", false]], "n_turbines (floris.floris_model.florismodel property)": [[36, "floris.floris_model.FlorisModel.n_turbines", false]], "n_turbines (floris.parallel_floris_model.parallelflorismodel property)": [[56, "floris.parallel_floris_model.ParallelFlorisModel.n_turbines", false]], "n_turbines (floris.uncertain_floris_model.uncertainflorismodel property)": [[61, "floris.uncertain_floris_model.UncertainFlorisModel.n_turbines", false]], "name (floris.core.core.core attribute)": [[4, "floris.core.core.Core.name", false]], "nested_get() (in module floris.utilities)": [[62, "floris.utilities.nested_get", false]], "nested_set() (in module floris.utilities)": [[62, "floris.utilities.nested_set", false]], "nonevelocitydeficit (class in floris.core.wake_velocity.none)": [[32, "floris.core.wake_velocity.none.NoneVelocityDeficit", false]], "nonevelocitydeflection (class in floris.core.wake_deflection.none)": [[22, "floris.core.wake_deflection.none.NoneVelocityDeflection", false]], "nonewaketurbulence (class in floris.core.wake_turbulence.none)": [[25, "floris.core.wake_turbulence.none.NoneWakeTurbulence", false]], "normal_vector (floris.core.grid.flowfieldplanargrid attribute)": [[7, "floris.core.grid.FlowFieldPlanarGrid.normal_vector", false]], "nturbs (floris.optimization.layout_optimization.layout_optimization_base.layoutoptimization property)": [[42, "floris.optimization.layout_optimization.layout_optimization_base.LayoutOptimization.nturbs", false]], "nudge_outward() (in module floris.cut_plane)": [[35, "floris.cut_plane.nudge_outward", false]], "num_eps (floris.core.base.basemodel attribute)": [[3, "floris.core.base.BaseModel.NUM_EPS", false]], "operation_model (floris.core.turbine.turbine.turbine attribute)": [[12, "floris.core.turbine.turbine.Turbine.operation_model", false]], "optimize() (floris.optimization.layout_optimization.layout_optimization_base.layoutoptimization method)": [[42, "floris.optimization.layout_optimization.layout_optimization_base.LayoutOptimization.optimize", false]], "optimize() (floris.optimization.layout_optimization.layout_optimization_random_search.layoutoptimizationrandomsearch method)": [[46, "floris.optimization.layout_optimization.layout_optimization_random_search.LayoutOptimizationRandomSearch.optimize", false]], "optimize() (floris.optimization.layout_optimization.layout_optimization_scipy.layoutoptimizationscipy method)": [[47, "floris.optimization.layout_optimization.layout_optimization_scipy.LayoutOptimizationScipy.optimize", false]], "optimize() (floris.optimization.yaw_optimization.yaw_optimizer_geometric.yawoptimizationgeometric method)": [[53, "floris.optimization.yaw_optimization.yaw_optimizer_geometric.YawOptimizationGeometric.optimize", false]], "optimize() (floris.optimization.yaw_optimization.yaw_optimizer_scipy.yawoptimizationscipy method)": [[54, "floris.optimization.yaw_optimization.yaw_optimizer_scipy.YawOptimizationScipy.optimize", false]], "optimize() (floris.optimization.yaw_optimization.yaw_optimizer_sr.yawoptimizationsr method)": [[55, "floris.optimization.yaw_optimization.yaw_optimizer_sr.YawOptimizationSR.optimize", false]], "optimize_yaw_angles() (floris.parallel_floris_model.parallelflorismodel method)": [[56, "floris.parallel_floris_model.ParallelFlorisModel.optimize_yaw_angles", false]], "overlap_gauss_interp (floris.core.wake_velocity.turbopark.turboparkvelocitydeficit attribute)": [[33, "floris.core.wake_velocity.turbopark.TurbOParkVelocityDeficit.overlap_gauss_interp", false]], "parallelflorismodel (class in floris.parallel_floris_model)": [[56, "floris.parallel_floris_model.ParallelFlorisModel", false]], "parse_opt_vars() (floris.optimization.layout_optimization.layout_optimization_pyoptsparse.layoutoptimizationpyoptsparse method)": [[44, "floris.optimization.layout_optimization.layout_optimization_pyoptsparse.LayoutOptimizationPyOptSparse.parse_opt_vars", false]], "parse_opt_vars() (floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.layoutoptimizationpyoptsparse method)": [[45, "floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.LayoutOptimizationPyOptSparse.parse_opt_vars", false]], "parse_sol_vars() (floris.optimization.layout_optimization.layout_optimization_pyoptsparse.layoutoptimizationpyoptsparse method)": [[44, "floris.optimization.layout_optimization.layout_optimization_pyoptsparse.LayoutOptimizationPyOptSparse.parse_sol_vars", false]], "parse_sol_vars() (floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.layoutoptimizationpyoptsparse method)": [[45, "floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.LayoutOptimizationPyOptSparse.parse_sol_vars", false]], "peakshavingturbine (class in floris.core.turbine.operation_models)": [[11, "floris.core.turbine.operation_models.PeakShavingTurbine", false]], "place_boundary_turbines() (in module floris.optimization.other.boundary_grid)": [[49, "floris.optimization.other.boundary_grid.place_boundary_turbines", false]], "planar_coordinate (floris.core.grid.flowfieldplanargrid attribute)": [[7, "floris.core.grid.FlowFieldPlanarGrid.planar_coordinate", false]], "plot() (floris.wind_data.windrose method)": [[63, "floris.wind_data.WindRose.plot", false]], "plot() (floris.wind_data.windtirose method)": [[63, "floris.wind_data.WindTIRose.plot", false]], "plot_comparison() (floris.turbine_library.turbine_previewer.turbinelibrary method)": [[58, "floris.turbine_library.turbine_previewer.TurbineLibrary.plot_comparison", false]], "plot_distance_pmf() (floris.optimization.layout_optimization.layout_optimization_random_search.layoutoptimizationrandomsearch method)": [[46, "floris.optimization.layout_optimization.layout_optimization_random_search.LayoutOptimizationRandomSearch.plot_distance_pmf", false]], "plot_farm_terrain() (in module floris.layout_visualization)": [[38, "floris.layout_visualization.plot_farm_terrain", false]], "plot_hub_heights() (floris.turbine_library.turbine_previewer.turbinelibrary method)": [[58, "floris.turbine_library.turbine_previewer.TurbineLibrary.plot_hub_heights", false]], "plot_layout() (floris.optimization.layout_optimization.layout_optimization_boundary_grid.layoutoptimizationboundarygrid method)": [[43, "floris.optimization.layout_optimization.layout_optimization_boundary_grid.LayoutOptimizationBoundaryGrid.plot_layout", false]], "plot_layout_opt_boundary() (floris.optimization.layout_optimization.layout_optimization_base.layoutoptimization method)": [[42, "floris.optimization.layout_optimization.layout_optimization_base.LayoutOptimization.plot_layout_opt_boundary", false]], "plot_layout_opt_results() (floris.optimization.layout_optimization.layout_optimization_base.layoutoptimization method)": [[42, "floris.optimization.layout_optimization.layout_optimization_base.LayoutOptimization.plot_layout_opt_results", false]], "plot_layout_opt_results() (floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.layoutoptimizationpyoptsparse method)": [[45, "floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.LayoutOptimizationPyOptSparse.plot_layout_opt_results", false]], "plot_power_curve() (floris.turbine_library.turbine_previewer.turbineinterface method)": [[58, "floris.turbine_library.turbine_previewer.TurbineInterface.plot_power_curve", false]], "plot_power_curves() (floris.turbine_library.turbine_previewer.turbinelibrary method)": [[58, "floris.turbine_library.turbine_previewer.TurbineLibrary.plot_power_curves", false]], "plot_progress() (floris.optimization.layout_optimization.layout_optimization_base.layoutoptimization method)": [[42, "floris.optimization.layout_optimization.layout_optimization_base.LayoutOptimization.plot_progress", false]], "plot_rotor_diameters() (floris.turbine_library.turbine_previewer.turbinelibrary method)": [[58, "floris.turbine_library.turbine_previewer.TurbineLibrary.plot_rotor_diameters", false]], "plot_rotor_values() (in module floris.flow_visualization)": [[37, "floris.flow_visualization.plot_rotor_values", false]], "plot_thrust_coefficient_curve() (floris.turbine_library.turbine_previewer.turbineinterface method)": [[58, "floris.turbine_library.turbine_previewer.TurbineInterface.plot_thrust_coefficient_curve", false]], "plot_thrust_coefficient_curves() (floris.turbine_library.turbine_previewer.turbinelibrary method)": [[58, "floris.turbine_library.turbine_previewer.TurbineLibrary.plot_thrust_coefficient_curves", false]], "plot_ti_over_ws() (floris.wind_data.windrose method)": [[63, "floris.wind_data.WindRose.plot_ti_over_ws", false]], "plot_ti_over_ws() (floris.wind_data.windtirose method)": [[63, "floris.wind_data.WindTIRose.plot_ti_over_ws", false]], "plot_turbine_labels() (in module floris.layout_visualization)": [[38, "floris.layout_visualization.plot_turbine_labels", false]], "plot_turbine_points() (in module floris.layout_visualization)": [[38, "floris.layout_visualization.plot_turbine_points", false]], "plot_turbine_rotors() (in module floris.layout_visualization)": [[38, "floris.layout_visualization.plot_turbine_rotors", false]], "plot_value_over_ws() (floris.wind_data.windrose method)": [[63, "floris.wind_data.WindRose.plot_value_over_ws", false]], "plot_value_over_ws() (floris.wind_data.windtirose method)": [[63, "floris.wind_data.WindTIRose.plot_value_over_ws", false]], "plot_waking_directions() (in module floris.layout_visualization)": [[38, "floris.layout_visualization.plot_waking_directions", false]], "plot_wind_roses() (floris.wind_data.windrosewrg method)": [[63, "floris.wind_data.WindRoseWRG.plot_wind_roses", false]], "points_x (floris.core.grid.pointsgrid attribute)": [[7, "floris.core.grid.PointsGrid.points_x", false]], "points_y (floris.core.grid.pointsgrid attribute)": [[7, "floris.core.grid.PointsGrid.points_y", false]], "points_z (floris.core.grid.pointsgrid attribute)": [[7, "floris.core.grid.PointsGrid.points_z", false]], "pointsgrid (class in floris.core.grid)": [[7, "floris.core.grid.PointsGrid", false]], "power() (floris.core.turbine.operation_models.awcturbine method)": [[11, "floris.core.turbine.operation_models.AWCTurbine.power", false]], "power() (floris.core.turbine.operation_models.baseoperationmodel static method)": [[11, "floris.core.turbine.operation_models.BaseOperationModel.power", false]], "power() (floris.core.turbine.operation_models.cosinelossturbine method)": [[11, "floris.core.turbine.operation_models.CosineLossTurbine.power", false]], "power() (floris.core.turbine.operation_models.mixedoperationturbine method)": [[11, "floris.core.turbine.operation_models.MixedOperationTurbine.power", false]], "power() (floris.core.turbine.operation_models.peakshavingturbine method)": [[11, "floris.core.turbine.operation_models.PeakShavingTurbine.power", false]], "power() (floris.core.turbine.operation_models.simplederatingturbine method)": [[11, "floris.core.turbine.operation_models.SimpleDeratingTurbine.power", false]], "power() (floris.core.turbine.operation_models.simpleturbine method)": [[11, "floris.core.turbine.operation_models.SimpleTurbine.power", false]], "power() (in module floris.core.turbine.turbine)": [[12, "floris.core.turbine.turbine.power", false]], "power_curve() (floris.turbine_library.turbine_previewer.turbineinterface method)": [[58, "floris.turbine_library.turbine_previewer.TurbineInterface.power_curve", false]], "power_curves (floris.turbine_library.turbine_previewer.turbinelibrary attribute)": [[58, "floris.turbine_library.turbine_previewer.TurbineLibrary.power_curves", false]], "power_function (floris.core.turbine.turbine.turbine attribute)": [[12, "floris.core.turbine.turbine.Turbine.power_function", false]], "power_setpoints (floris.core.farm.farm attribute)": [[5, "floris.core.farm.Farm.power_setpoints", false]], "power_setpoints_sorted (floris.core.farm.farm attribute)": [[5, "floris.core.farm.Farm.power_setpoints_sorted", false]], "power_thrust_data_file (floris.core.turbine.turbine.turbine attribute)": [[12, "floris.core.turbine.turbine.Turbine.power_thrust_data_file", false]], "power_thrust_table (floris.core.turbine.turbine.turbine attribute)": [[12, "floris.core.turbine.turbine.Turbine.power_thrust_table", false]], "precalculate_overlap() (in module floris.core.wake_velocity.turbopark)": [[33, "floris.core.wake_velocity.turbopark.precalculate_overlap", false]], "prepare_function() (floris.core.base.basemodel method)": [[3, "floris.core.base.BaseModel.prepare_function", false]], "prepare_function() (floris.core.wake_combination.fls.fls method)": [[15, "floris.core.wake_combination.fls.FLS.prepare_function", false]], "prepare_function() (floris.core.wake_combination.max.max method)": [[16, "floris.core.wake_combination.max.MAX.prepare_function", false]], "prepare_function() (floris.core.wake_combination.sosfs.sosfs method)": [[17, "floris.core.wake_combination.sosfs.SOSFS.prepare_function", false]], "prepare_function() (floris.core.wake_deflection.empirical_gauss.empiricalgaussvelocitydeflection method)": [[19, "floris.core.wake_deflection.empirical_gauss.EmpiricalGaussVelocityDeflection.prepare_function", false]], "prepare_function() (floris.core.wake_deflection.gauss.gaussvelocitydeflection method)": [[20, "floris.core.wake_deflection.gauss.GaussVelocityDeflection.prepare_function", false]], "prepare_function() (floris.core.wake_deflection.jimenez.jimenezvelocitydeflection method)": [[21, "floris.core.wake_deflection.jimenez.JimenezVelocityDeflection.prepare_function", false]], "prepare_function() (floris.core.wake_deflection.none.nonevelocitydeflection method)": [[22, "floris.core.wake_deflection.none.NoneVelocityDeflection.prepare_function", false]], "prepare_function() (floris.core.wake_turbulence.crespo_hernandez.crespohernandez method)": [[24, "floris.core.wake_turbulence.crespo_hernandez.CrespoHernandez.prepare_function", false]], "prepare_function() (floris.core.wake_turbulence.none.nonewaketurbulence method)": [[25, "floris.core.wake_turbulence.none.NoneWakeTurbulence.prepare_function", false]], "prepare_function() (floris.core.wake_turbulence.wake_induced_mixing.wakeinducedmixing method)": [[26, "floris.core.wake_turbulence.wake_induced_mixing.WakeInducedMixing.prepare_function", false]], "prepare_function() (floris.core.wake_velocity.cumulative_gauss_curl.cumulativegausscurlvelocitydeficit method)": [[28, "floris.core.wake_velocity.cumulative_gauss_curl.CumulativeGaussCurlVelocityDeficit.prepare_function", false]], "prepare_function() (floris.core.wake_velocity.empirical_gauss.empiricalgaussvelocitydeficit method)": [[29, "floris.core.wake_velocity.empirical_gauss.EmpiricalGaussVelocityDeficit.prepare_function", false]], "prepare_function() (floris.core.wake_velocity.gauss.gaussvelocitydeficit method)": [[30, "floris.core.wake_velocity.gauss.GaussVelocityDeficit.prepare_function", false]], "prepare_function() (floris.core.wake_velocity.jensen.jensenvelocitydeficit method)": [[31, "floris.core.wake_velocity.jensen.JensenVelocityDeficit.prepare_function", false]], "prepare_function() (floris.core.wake_velocity.none.nonevelocitydeficit method)": [[32, "floris.core.wake_velocity.none.NoneVelocityDeficit.prepare_function", false]], "prepare_function() (floris.core.wake_velocity.turbopark.turboparkvelocitydeficit method)": [[33, "floris.core.wake_velocity.turbopark.TurbOParkVelocityDeficit.prepare_function", false]], "prepare_function() (floris.core.wake_velocity.turboparkgauss.turboparkgaussvelocitydeficit method)": [[34, "floris.core.wake_velocity.turboparkgauss.TurboparkgaussVelocityDeficit.prepare_function", false]], "print_dict() (floris.floris_model.florismodel method)": [[36, "floris.floris_model.FlorisModel.print_dict", false]], "print_nested_dict() (in module floris.utilities)": [[62, "floris.utilities.print_nested_dict", false]], "project_onto() (in module floris.cut_plane)": [[35, "floris.cut_plane.project_onto", false]], "pshape() (in module floris.utilities)": [[62, "floris.utilities.pshape", false]], "rc() (in module floris.core.wake_velocity.gauss)": [[30, "floris.core.wake_velocity.gauss.rC", false]], "rcalt() (in module floris.core.wake_velocity.empirical_gauss)": [[29, "floris.core.wake_velocity.empirical_gauss.rCalt", false]], "read_csv_long() (floris.wind_data.windrose static method)": [[63, "floris.wind_data.WindRose.read_csv_long", false]], "read_csv_long() (floris.wind_data.windtirose static method)": [[63, "floris.wind_data.WindTIRose.read_csv_long", false]], "read_wrg_file() (floris.wind_data.windrosewrg method)": [[63, "floris.wind_data.WindRoseWRG.read_wrg_file", false]], "ref_tilts (floris.core.farm.farm attribute)": [[5, "floris.core.farm.Farm.ref_tilts", false]], "ref_tilts_sorted (floris.core.farm.farm attribute)": [[5, "floris.core.farm.Farm.ref_tilts_sorted", false]], "reference_wind_height (floris.core.flow_field.flowfield attribute)": [[6, "floris.core.flow_field.FlowField.reference_wind_height", false]], "reinitialize() (floris.floris_model.florismodel method)": [[36, "floris.floris_model.FlorisModel.reinitialize", false]], "reinitialize_bg() (floris.optimization.layout_optimization.layout_optimization_boundary_grid.layoutoptimizationboundarygrid method)": [[43, "floris.optimization.layout_optimization.layout_optimization_boundary_grid.LayoutOptimizationBoundaryGrid.reinitialize_bg", false]], "reinitialize_bg() (floris.optimization.other.boundary_grid.boundarygrid method)": [[49, "floris.optimization.other.boundary_grid.BoundaryGrid.reinitialize_bg", false]], "reinitialize_xy() (floris.optimization.layout_optimization.layout_optimization_boundary_grid.layoutoptimizationboundarygrid method)": [[43, "floris.optimization.layout_optimization.layout_optimization_boundary_grid.LayoutOptimizationBoundaryGrid.reinitialize_xy", false]], "reinitialize_xy() (floris.optimization.other.boundary_grid.boundarygrid method)": [[49, "floris.optimization.other.boundary_grid.BoundaryGrid.reinitialize_xy", false]], "resample_by_interpolation() (floris.wind_data.windrose method)": [[63, "floris.wind_data.WindRose.resample_by_interpolation", false]], "resample_by_interpolation() (floris.wind_data.windtirose method)": [[63, "floris.wind_data.WindTIRose.resample_by_interpolation", false]], "rescale_axis() (in module floris.cut_plane)": [[35, "floris.cut_plane.rescale_axis", false]], "reset_operation() (floris.floris_model.florismodel method)": [[36, "floris.floris_model.FlorisModel.reset_operation", false]], "reset_operation() (floris.uncertain_floris_model.uncertainflorismodel method)": [[61, "floris.uncertain_floris_model.UncertainFlorisModel.reset_operation", false]], "reset_rotor_area() (floris.core.turbine.turbine.turbine method)": [[12, "floris.core.turbine.turbine.Turbine.reset_rotor_area", false]], "reset_rotor_diameter_dependencies() (floris.core.turbine.turbine.turbine method)": [[12, "floris.core.turbine.turbine.Turbine.reset_rotor_diameter_dependencies", false]], "reset_rotor_radius() (floris.core.turbine.turbine.turbine method)": [[12, "floris.core.turbine.turbine.Turbine.reset_rotor_radius", false]], "reverse_cut_plane_x_axis_in_plot() (in module floris.flow_visualization)": [[37, "floris.flow_visualization.reverse_cut_plane_x_axis_in_plot", false]], "reverse_rotate_coordinates_rel_west() (in module floris.utilities)": [[62, "floris.utilities.reverse_rotate_coordinates_rel_west", false]], "rotate_coordinates_rel_west() (in module floris.utilities)": [[62, "floris.utilities.rotate_coordinates_rel_west", false]], "rotor_area (floris.core.turbine.turbine.turbine attribute)": [[12, "floris.core.turbine.turbine.Turbine.rotor_area", false]], "rotor_diameter (floris.core.turbine.turbine.turbine attribute)": [[12, "floris.core.turbine.turbine.Turbine.rotor_diameter", false]], "rotor_diameter (floris.optimization.layout_optimization.layout_optimization_base.layoutoptimization property)": [[42, "floris.optimization.layout_optimization.layout_optimization_base.LayoutOptimization.rotor_diameter", false]], "rotor_diameters (floris.core.farm.farm attribute)": [[5, "floris.core.farm.Farm.rotor_diameters", false]], "rotor_diameters_sorted (floris.core.farm.farm attribute)": [[5, "floris.core.farm.Farm.rotor_diameters_sorted", false]], "rotor_effective_velocity() (in module floris.core.rotor_velocity)": [[8, "floris.core.rotor_velocity.rotor_effective_velocity", false]], "rotor_radius (floris.core.turbine.turbine.turbine attribute)": [[12, "floris.core.turbine.turbine.Turbine.rotor_radius", false]], "rotor_velocity_air_density_correction() (in module floris.core.rotor_velocity)": [[8, "floris.core.rotor_velocity.rotor_velocity_air_density_correction", false]], "rotor_velocity_tilt_cosine_correction() (in module floris.core.rotor_velocity)": [[8, "floris.core.rotor_velocity.rotor_velocity_tilt_cosine_correction", false]], "rotor_velocity_yaw_cosine_correction() (in module floris.core.rotor_velocity)": [[8, "floris.core.rotor_velocity.rotor_velocity_yaw_cosine_correction", false]], "round_nearest() (in module floris.utilities)": [[62, "floris.utilities.round_nearest", false]], "round_nearest_2_or_5() (in module floris.utilities)": [[62, "floris.utilities.round_nearest_2_or_5", false]], "run() (floris.floris_model.florismodel method)": [[36, "floris.floris_model.FlorisModel.run", false]], "run() (floris.parallel_floris_model.parallelflorismodel method)": [[56, "floris.parallel_floris_model.ParallelFlorisModel.run", false]], "run() (floris.uncertain_floris_model.uncertainflorismodel method)": [[61, "floris.uncertain_floris_model.UncertainFlorisModel.run", false]], "run_no_wake() (floris.floris_model.florismodel method)": [[36, "floris.floris_model.FlorisModel.run_no_wake", false]], "run_no_wake() (floris.uncertain_floris_model.uncertainflorismodel method)": [[61, "floris.uncertain_floris_model.UncertainFlorisModel.run_no_wake", false]], "sample_flow_at_points() (floris.floris_model.florismodel method)": [[36, "floris.floris_model.FlorisModel.sample_flow_at_points", false]], "sample_velocity_deficit_profiles() (floris.floris_model.florismodel method)": [[36, "floris.floris_model.FlorisModel.sample_velocity_deficit_profiles", false]], "select_multidim_condition() (in module floris.core.turbine.turbine)": [[12, "floris.core.turbine.turbine.select_multidim_condition", false]], "sequential_solver() (in module floris.core.solver)": [[9, "floris.core.solver.sequential_solver", false]], "set() (floris.floris_model.florismodel method)": [[36, "floris.floris_model.FlorisModel.set", false]], "set() (floris.parallel_floris_model.parallelflorismodel method)": [[56, "floris.parallel_floris_model.ParallelFlorisModel.set", false]], "set() (floris.uncertain_floris_model.uncertainflorismodel method)": [[61, "floris.uncertain_floris_model.UncertainFlorisModel.set", false]], "set_awc_amplitudes() (floris.core.farm.farm method)": [[5, "floris.core.farm.Farm.set_awc_amplitudes", false]], "set_awc_amplitudes_to_ref_amp() (floris.core.farm.farm method)": [[5, "floris.core.farm.Farm.set_awc_amplitudes_to_ref_amp", false]], "set_awc_frequencies() (floris.core.farm.farm method)": [[5, "floris.core.farm.Farm.set_awc_frequencies", false]], "set_awc_frequencies_to_ref_freq() (floris.core.farm.farm method)": [[5, "floris.core.farm.Farm.set_awc_frequencies_to_ref_freq", false]], "set_awc_modes() (floris.core.farm.farm method)": [[5, "floris.core.farm.Farm.set_awc_modes", false]], "set_awc_modes_to_ref_mode() (floris.core.farm.farm method)": [[5, "floris.core.farm.Farm.set_awc_modes_to_ref_mode", false]], "set_for_viz() (floris.floris_model.florismodel method)": [[36, "floris.floris_model.FlorisModel.set_for_viz", false]], "set_grid() (floris.core.grid.flowfieldgrid method)": [[7, "floris.core.grid.FlowFieldGrid.set_grid", false]], "set_grid() (floris.core.grid.flowfieldplanargrid method)": [[7, "floris.core.grid.FlowFieldPlanarGrid.set_grid", false]], "set_grid() (floris.core.grid.grid method)": [[7, "floris.core.grid.Grid.set_grid", false]], "set_grid() (floris.core.grid.pointsgrid method)": [[7, "floris.core.grid.PointsGrid.set_grid", false]], "set_grid() (floris.core.grid.turbinecubaturegrid method)": [[7, "floris.core.grid.TurbineCubatureGrid.set_grid", false]], "set_grid() (floris.core.grid.turbinegrid method)": [[7, "floris.core.grid.TurbineGrid.set_grid", false]], "set_layout() (floris.wind_data.winddatabase method)": [[63, "floris.wind_data.WindDataBase.set_layout", false]], "set_layout() (floris.wind_data.windrosewrg method)": [[63, "floris.wind_data.WindRoseWRG.set_layout", false]], "set_operation() (floris.floris_model.florismodel method)": [[36, "floris.floris_model.FlorisModel.set_operation", false]], "set_operation_model() (floris.floris_model.florismodel method)": [[36, "floris.floris_model.FlorisModel.set_operation_model", false]], "set_origin() (in module floris.cut_plane)": [[35, "floris.cut_plane.set_origin", false]], "set_param() (floris.floris_model.florismodel method)": [[36, "floris.floris_model.FlorisModel.set_param", false]], "set_power_setpoints() (floris.core.farm.farm method)": [[5, "floris.core.farm.Farm.set_power_setpoints", false]], "set_power_setpoints_to_ref_power() (floris.core.farm.farm method)": [[5, "floris.core.farm.Farm.set_power_setpoints_to_ref_power", false]], "set_ti_table() (floris.wind_data.windrosewrg method)": [[63, "floris.wind_data.WindRoseWRG.set_ti_table", false]], "set_tilt_to_ref_tilt() (floris.core.farm.farm method)": [[5, "floris.core.farm.Farm.set_tilt_to_ref_tilt", false]], "set_wd_step() (floris.wind_data.windrosewrg method)": [[63, "floris.wind_data.WindRoseWRG.set_wd_step", false]], "set_wind_speeds() (floris.wind_data.windrosewrg method)": [[63, "floris.wind_data.WindRoseWRG.set_wind_speeds", false]], "set_xlim() (floris.flow_visualization.velocityprofilesfigure method)": [[37, "floris.flow_visualization.VelocityProfilesFigure.set_xlim", false]], "set_yaw_angles() (floris.core.farm.farm method)": [[5, "floris.core.farm.Farm.set_yaw_angles", false]], "set_yaw_angles_to_ref_yaw() (floris.core.farm.farm method)": [[5, "floris.core.farm.Farm.set_yaw_angles_to_ref_yaw", false]], "shade_region() (in module floris.layout_visualization)": [[38, "floris.layout_visualization.shade_region", false]], "show() (in module floris.flow_visualization)": [[37, "floris.flow_visualization.show", false]], "sigma_0_d (floris.core.wake_velocity.empirical_gauss.empiricalgaussvelocitydeficit attribute)": [[29, "floris.core.wake_velocity.empirical_gauss.EmpiricalGaussVelocityDeficit.sigma_0_D", false]], "sigma_max_rel (floris.core.wake_velocity.turbopark.turboparkvelocitydeficit attribute)": [[33, "floris.core.wake_velocity.turbopark.TurbOParkVelocityDeficit.sigma_max_rel", false]], "sigmoid_integral() (in module floris.core.wake_velocity.empirical_gauss)": [[29, "floris.core.wake_velocity.empirical_gauss.sigmoid_integral", false]], "simple_cubature() (in module floris.core.rotor_velocity)": [[8, "floris.core.rotor_velocity.simple_cubature", false]], "simple_mean() (in module floris.core.rotor_velocity)": [[8, "floris.core.rotor_velocity.simple_mean", false]], "simplederatingturbine (class in floris.core.turbine.operation_models)": [[11, "floris.core.turbine.operation_models.SimpleDeratingTurbine", false]], "simpleturbine (class in floris.core.turbine.operation_models)": [[11, "floris.core.turbine.operation_models.SimpleTurbine", false]], "sind() (in module floris.utilities)": [[62, "floris.utilities.sind", false]], "smoothing_length_d (floris.core.wake_velocity.empirical_gauss.empiricalgaussvelocitydeficit attribute)": [[29, "floris.core.wake_velocity.empirical_gauss.EmpiricalGaussVelocityDeficit.smoothing_length_D", false]], "solve_for_points() (floris.core.core.core method)": [[4, "floris.core.core.Core.solve_for_points", false]], "solve_for_velocity_deficit_profiles() (floris.core.core.core method)": [[4, "floris.core.core.Core.solve_for_velocity_deficit_profiles", false]], "solve_for_viz() (floris.core.core.core method)": [[4, "floris.core.core.Core.solve_for_viz", false]], "solver (floris.core.core.core attribute)": [[4, "floris.core.core.Core.solver", false]], "sorted_coord_indices (floris.core.grid.turbinecubaturegrid attribute)": [[7, "floris.core.grid.TurbineCubatureGrid.sorted_coord_indices", false]], "sorted_coord_indices (floris.core.grid.turbinegrid attribute)": [[7, "floris.core.grid.TurbineGrid.sorted_coord_indices", false]], "sorted_indices (floris.core.grid.flowfieldplanargrid attribute)": [[7, "floris.core.grid.FlowFieldPlanarGrid.sorted_indices", false]], "sorted_indices (floris.core.grid.turbinecubaturegrid attribute)": [[7, "floris.core.grid.TurbineCubatureGrid.sorted_indices", false]], "sorted_indices (floris.core.grid.turbinegrid attribute)": [[7, "floris.core.grid.TurbineGrid.sorted_indices", false]], "sosfs (class in floris.core.wake_combination.sosfs)": [[17, "floris.core.wake_combination.sosfs.SOSFS", false]], "space_constraint() (floris.optimization.layout_optimization.layout_optimization_boundary_grid.layoutoptimizationboundarygrid method)": [[43, "floris.optimization.layout_optimization.layout_optimization_boundary_grid.LayoutOptimizationBoundaryGrid.space_constraint", false]], "space_constraint() (floris.optimization.layout_optimization.layout_optimization_pyoptsparse.layoutoptimizationpyoptsparse method)": [[44, "floris.optimization.layout_optimization.layout_optimization_pyoptsparse.LayoutOptimizationPyOptSparse.space_constraint", false]], "space_constraint() (floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.layoutoptimizationpyoptsparse method)": [[45, "floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.LayoutOptimizationPyOptSparse.space_constraint", false]], "state (class in floris.core.base)": [[3, "floris.core.base.State", false]], "state (floris.core.base.baseclass attribute)": [[3, "floris.core.base.BaseClass.state", false]], "steady_state_atmospheric_condition() (floris.core.core.core method)": [[4, "floris.core.core.Core.steady_state_atmospheric_condition", false]], "tand() (in module floris.utilities)": [[62, "floris.utilities.tand", false]], "test_min_dist() (in module floris.optimization.layout_optimization.layout_optimization_random_search)": [[46, "floris.optimization.layout_optimization.layout_optimization_random_search.test_min_dist", false]], "test_point_in_bounds() (in module floris.optimization.layout_optimization.layout_optimization_random_search)": [[46, "floris.optimization.layout_optimization.layout_optimization_random_search.test_point_in_bounds", false]], "thrust_coefficient() (floris.core.turbine.operation_models.awcturbine method)": [[11, "floris.core.turbine.operation_models.AWCTurbine.thrust_coefficient", false]], "thrust_coefficient() (floris.core.turbine.operation_models.baseoperationmodel static method)": [[11, "floris.core.turbine.operation_models.BaseOperationModel.thrust_coefficient", false]], "thrust_coefficient() (floris.core.turbine.operation_models.cosinelossturbine method)": [[11, "floris.core.turbine.operation_models.CosineLossTurbine.thrust_coefficient", false]], "thrust_coefficient() (floris.core.turbine.operation_models.mixedoperationturbine method)": [[11, "floris.core.turbine.operation_models.MixedOperationTurbine.thrust_coefficient", false]], "thrust_coefficient() (floris.core.turbine.operation_models.peakshavingturbine method)": [[11, "floris.core.turbine.operation_models.PeakShavingTurbine.thrust_coefficient", false]], "thrust_coefficient() (floris.core.turbine.operation_models.simplederatingturbine method)": [[11, "floris.core.turbine.operation_models.SimpleDeratingTurbine.thrust_coefficient", false]], "thrust_coefficient() (floris.core.turbine.operation_models.simpleturbine method)": [[11, "floris.core.turbine.operation_models.SimpleTurbine.thrust_coefficient", false]], "thrust_coefficient() (in module floris.core.turbine.turbine)": [[12, "floris.core.turbine.turbine.thrust_coefficient", false]], "thrust_coefficient_curve() (floris.turbine_library.turbine_previewer.turbineinterface method)": [[58, "floris.turbine_library.turbine_previewer.TurbineInterface.thrust_coefficient_curve", false]], "thrust_coefficient_curves (floris.turbine_library.turbine_previewer.turbinelibrary attribute)": [[58, "floris.turbine_library.turbine_previewer.TurbineLibrary.thrust_coefficient_curves", false]], "thrust_coefficient_function (floris.core.turbine.turbine.turbine attribute)": [[12, "floris.core.turbine.turbine.Turbine.thrust_coefficient_function", false]], "tilt_angles (floris.core.farm.farm attribute)": [[5, "floris.core.farm.Farm.tilt_angles", false]], "tilt_angles_sorted (floris.core.farm.farm attribute)": [[5, "floris.core.farm.Farm.tilt_angles_sorted", false]], "tilt_interp (floris.core.turbine.turbine.turbine attribute)": [[12, "floris.core.turbine.turbine.Turbine.tilt_interp", false]], "timeseries (class in floris.wind_data)": [[63, "floris.wind_data.TimeSeries", false]], "to_file() (floris.core.core.core method)": [[4, "floris.core.core.Core.to_file", false]], "to_windrose() (floris.wind_data.timeseries method)": [[63, "floris.wind_data.TimeSeries.to_WindRose", false]], "to_windtirose() (floris.wind_data.timeseries method)": [[63, "floris.wind_data.TimeSeries.to_WindTIRose", false]], "tracebackinfofilter (class in floris.logging_manager)": [[39, "floris.logging_manager.TracebackInfoFilter", false]], "tsr (floris.core.turbine.turbine.turbine attribute)": [[12, "floris.core.turbine.turbine.Turbine.TSR", false]], "tsrs (floris.core.farm.farm attribute)": [[5, "floris.core.farm.Farm.TSRs", false]], "tsrs_sorted (floris.core.farm.farm attribute)": [[5, "floris.core.farm.Farm.TSRs_sorted", false]], "turbine (class in floris.core.turbine.turbine)": [[12, "floris.core.turbine.turbine.Turbine", false]], "turbine (floris.turbine_library.turbine_previewer.turbineinterface attribute)": [[58, "floris.turbine_library.turbine_previewer.TurbineInterface.turbine", false]], "turbine_average_velocities (floris.floris_model.florismodel property)": [[36, "floris.floris_model.FlorisModel.turbine_average_velocities", false]], "turbine_axial_induction_functions (floris.core.farm.farm attribute)": [[5, "floris.core.farm.Farm.turbine_axial_induction_functions", false]], "turbine_coordinates (floris.core.grid.grid attribute)": [[7, "floris.core.grid.Grid.turbine_coordinates", false]], "turbine_definitions (floris.core.farm.farm attribute)": [[5, "floris.core.farm.Farm.turbine_definitions", false]], "turbine_diameters (floris.core.grid.grid attribute)": [[7, "floris.core.grid.Grid.turbine_diameters", false]], "turbine_library_path (floris.core.farm.farm attribute)": [[5, "floris.core.farm.Farm.turbine_library_path", false]], "turbine_library_path (floris.core.turbine.turbine.turbine attribute)": [[12, "floris.core.turbine.turbine.Turbine.turbine_library_path", false]], "turbine_map (floris.core.farm.farm attribute)": [[5, "floris.core.farm.Farm.turbine_map", false]], "turbine_map (floris.turbine_library.turbine_previewer.turbinelibrary attribute)": [[58, "floris.turbine_library.turbine_previewer.TurbineLibrary.turbine_map", false]], "turbine_power_functions (floris.core.farm.farm attribute)": [[5, "floris.core.farm.Farm.turbine_power_functions", false]], "turbine_power_thrust_tables (floris.core.farm.farm attribute)": [[5, "floris.core.farm.Farm.turbine_power_thrust_tables", false]], "turbine_thrust_coefficient_functions (floris.core.farm.farm attribute)": [[5, "floris.core.farm.Farm.turbine_thrust_coefficient_functions", false]], "turbine_tilt_interps (floris.core.farm.farm attribute)": [[5, "floris.core.farm.Farm.turbine_tilt_interps", false]], "turbine_type (floris.core.farm.farm attribute)": [[5, "floris.core.farm.Farm.turbine_type", false]], "turbine_type (floris.core.turbine.turbine.turbine attribute)": [[12, "floris.core.turbine.turbine.Turbine.turbine_type", false]], "turbine_type_map (floris.core.farm.farm attribute)": [[5, "floris.core.farm.Farm.turbine_type_map", false]], "turbine_type_map_sorted (floris.core.farm.farm attribute)": [[5, "floris.core.farm.Farm.turbine_type_map_sorted", false]], "turbinecubaturegrid (class in floris.core.grid)": [[7, "floris.core.grid.TurbineCubatureGrid", false]], "turbinegrid (class in floris.core.grid)": [[7, "floris.core.grid.TurbineGrid", false]], "turbineinterface (class in floris.turbine_library.turbine_previewer)": [[58, "floris.turbine_library.turbine_previewer.TurbineInterface", false]], "turbinelibrary (class in floris.turbine_library.turbine_previewer)": [[58, "floris.turbine_library.turbine_previewer.TurbineLibrary", false]], "turbopark_solver() (in module floris.core.solver)": [[9, "floris.core.solver.turbopark_solver", false]], "turboparkgaussvelocitydeficit (class in floris.core.wake_velocity.turboparkgauss)": [[34, "floris.core.wake_velocity.turboparkgauss.TurboparkgaussVelocityDeficit", false]], "turboparkvelocitydeficit (class in floris.core.wake_velocity.turbopark)": [[33, "floris.core.wake_velocity.turbopark.TurbOParkVelocityDeficit", false]], "turbulence_function (floris.core.wake.wakemodelmanager property)": [[13, "floris.core.wake.WakeModelManager.turbulence_function", false]], "turbulence_intensities (floris.core.flow_field.flowfield attribute)": [[6, "floris.core.flow_field.FlowField.turbulence_intensities", false]], "turbulence_intensities (floris.floris_model.florismodel property)": [[36, "floris.floris_model.FlorisModel.turbulence_intensities", false]], "turbulence_intensities (floris.parallel_floris_model.parallelflorismodel property)": [[56, "floris.parallel_floris_model.ParallelFlorisModel.turbulence_intensities", false]], "turbulence_intensities (floris.uncertain_floris_model.uncertainflorismodel property)": [[61, "floris.uncertain_floris_model.UncertainFlorisModel.turbulence_intensities", false]], "turbulence_intensities_validator() (floris.core.flow_field.flowfield method)": [[6, "floris.core.flow_field.FlowField.turbulence_intensities_validator", false]], "turbulence_intensity_field (floris.core.flow_field.flowfield attribute)": [[6, "floris.core.flow_field.FlowField.turbulence_intensity_field", false]], "turbulence_intensity_field_sorted (floris.core.flow_field.flowfield attribute)": [[6, "floris.core.flow_field.FlowField.turbulence_intensity_field_sorted", false]], "turbulence_intensity_field_sorted_avg (floris.core.flow_field.flowfield attribute)": [[6, "floris.core.flow_field.FlowField.turbulence_intensity_field_sorted_avg", false]], "turbulence_model (floris.core.wake.wakemodelmanager attribute)": [[13, "floris.core.wake.WakeModelManager.turbulence_model", false]], "u (floris.core.flow_field.flowfield attribute)": [[6, "floris.core.flow_field.FlowField.u", false]], "u_initial_sorted (floris.core.flow_field.flowfield attribute)": [[6, "floris.core.flow_field.FlowField.u_initial_sorted", false]], "u_sorted (floris.core.flow_field.flowfield attribute)": [[6, "floris.core.flow_field.FlowField.u_sorted", false]], "uncertainflorismodel (class in floris.uncertain_floris_model)": [[61, "floris.uncertain_floris_model.UncertainFlorisModel", false]], "uninitialized (floris.core.base.state attribute)": [[3, "floris.core.base.State.UNINITIALIZED", false]], "unpack() (floris.wind_data.timeseries method)": [[63, "floris.wind_data.TimeSeries.unpack", false]], "unpack() (floris.wind_data.winddatabase method)": [[63, "floris.wind_data.WindDataBase.unpack", false]], "unpack() (floris.wind_data.windrose method)": [[63, "floris.wind_data.WindRose.unpack", false]], "unpack() (floris.wind_data.windrosewrg method)": [[63, "floris.wind_data.WindRoseWRG.unpack", false]], "unpack() (floris.wind_data.windtirose method)": [[63, "floris.wind_data.WindTIRose.unpack", false]], "unpack_for_reinitialize() (floris.wind_data.winddatabase method)": [[63, "floris.wind_data.WindDataBase.unpack_for_reinitialize", false]], "unpack_freq() (floris.wind_data.winddatabase method)": [[63, "floris.wind_data.WindDataBase.unpack_freq", false]], "unpack_value() (floris.wind_data.winddatabase method)": [[63, "floris.wind_data.WindDataBase.unpack_value", false]], "unsorted_indices (floris.core.grid.flowfieldplanargrid attribute)": [[7, "floris.core.grid.FlowFieldPlanarGrid.unsorted_indices", false]], "unsorted_indices (floris.core.grid.turbinecubaturegrid attribute)": [[7, "floris.core.grid.TurbineCubatureGrid.unsorted_indices", false]], "unsorted_indices (floris.core.grid.turbinegrid attribute)": [[7, "floris.core.grid.TurbineGrid.unsorted_indices", false]], "upsample() (floris.wind_data.windrose method)": [[63, "floris.wind_data.WindRose.upsample", false]], "upsample() (floris.wind_data.windtirose method)": [[63, "floris.wind_data.WindTIRose.upsample", false]], "use_secondary_steering (floris.core.wake_deflection.gauss.gaussvelocitydeflection attribute)": [[20, "floris.core.wake_deflection.gauss.GaussVelocityDeflection.use_secondary_steering", false]], "used (floris.core.base.state attribute)": [[3, "floris.core.base.State.USED", false]], "v (floris.core.flow_field.flowfield attribute)": [[6, "floris.core.flow_field.FlowField.v", false]], "v_initial_sorted (floris.core.flow_field.flowfield attribute)": [[6, "floris.core.flow_field.FlowField.v_initial_sorted", false]], "v_sorted (floris.core.flow_field.flowfield attribute)": [[6, "floris.core.flow_field.FlowField.v_sorted", false]], "validate_model_strings() (floris.core.wake.wakemodelmanager method)": [[13, "floris.core.wake.WakeModelManager.validate_model_strings", false]], "velocity_function (floris.core.wake.wakemodelmanager property)": [[13, "floris.core.wake.WakeModelManager.velocity_function", false]], "velocity_model (floris.core.wake.wakemodelmanager attribute)": [[13, "floris.core.wake.WakeModelManager.velocity_model", false]], "velocityprofilesfigure (class in floris.flow_visualization)": [[37, "floris.flow_visualization.VelocityProfilesFigure", false]], "vertical_deflection_gain_d (floris.core.wake_deflection.empirical_gauss.empiricalgaussvelocitydeflection attribute)": [[19, "floris.core.wake_deflection.empirical_gauss.EmpiricalGaussVelocityDeflection.vertical_deflection_gain_D", false]], "visualize_cut_plane() (in module floris.flow_visualization)": [[37, "floris.flow_visualization.visualize_cut_plane", false]], "visualize_heterogeneous_cut_plane() (in module floris.flow_visualization)": [[37, "floris.flow_visualization.visualize_heterogeneous_cut_plane", false]], "visualize_quiver() (in module floris.flow_visualization)": [[37, "floris.flow_visualization.visualize_quiver", false]], "w (floris.core.flow_field.flowfield attribute)": [[6, "floris.core.flow_field.FlowField.w", false]], "w_initial_sorted (floris.core.flow_field.flowfield attribute)": [[6, "floris.core.flow_field.FlowField.w_initial_sorted", false]], "w_sorted (floris.core.flow_field.flowfield attribute)": [[6, "floris.core.flow_field.FlowField.w_sorted", false]], "wake (floris.core.core.core attribute)": [[4, "floris.core.core.Core.wake", false]], "wake_added_yaw() (in module floris.core.wake_deflection.gauss)": [[20, "floris.core.wake_deflection.gauss.wake_added_yaw", false]], "wake_deflection_parameters (floris.core.wake.wakemodelmanager attribute)": [[13, "floris.core.wake.WakeModelManager.wake_deflection_parameters", false]], "wake_expansion() (in module floris.core.wake_velocity.cumulative_gauss_curl)": [[28, "floris.core.wake_velocity.cumulative_gauss_curl.wake_expansion", false]], "wake_expansion_rates (floris.core.wake_velocity.empirical_gauss.empiricalgaussvelocitydeficit attribute)": [[29, "floris.core.wake_velocity.empirical_gauss.EmpiricalGaussVelocityDeficit.wake_expansion_rates", false]], "wake_turbulence_parameters (floris.core.wake.wakemodelmanager attribute)": [[13, "floris.core.wake.WakeModelManager.wake_turbulence_parameters", false]], "wake_velocity_parameters (floris.core.wake.wakemodelmanager attribute)": [[13, "floris.core.wake.WakeModelManager.wake_velocity_parameters", false]], "wakeinducedmixing (class in floris.core.wake_turbulence.wake_induced_mixing)": [[26, "floris.core.wake_turbulence.wake_induced_mixing.WakeInducedMixing", false]], "wakemodelmanager (class in floris.core.wake)": [[13, "floris.core.wake.WakeModelManager", false]], "we (floris.core.wake_velocity.jensen.jensenvelocitydeficit attribute)": [[31, "floris.core.wake_velocity.jensen.JensenVelocityDeficit.we", false]], "wind_data (floris.floris_model.florismodel property)": [[36, "floris.floris_model.FlorisModel.wind_data", false]], "wind_delta() (in module floris.utilities)": [[62, "floris.utilities.wind_delta", false]], "wind_directions (floris.core.flow_field.flowfield attribute)": [[6, "floris.core.flow_field.FlowField.wind_directions", false]], "wind_directions (floris.core.grid.grid attribute)": [[7, "floris.core.grid.Grid.wind_directions", false]], "wind_directions (floris.floris_model.florismodel property)": [[36, "floris.floris_model.FlorisModel.wind_directions", false]], "wind_directions (floris.parallel_floris_model.parallelflorismodel property)": [[56, "floris.parallel_floris_model.ParallelFlorisModel.wind_directions", false]], "wind_directions (floris.uncertain_floris_model.uncertainflorismodel property)": [[61, "floris.uncertain_floris_model.UncertainFlorisModel.wind_directions", false]], "wind_directions_validator() (floris.core.flow_field.flowfield method)": [[6, "floris.core.flow_field.FlowField.wind_directions_validator", false]], "wind_directions_validator() (floris.core.grid.grid method)": [[7, "floris.core.grid.Grid.wind_directions_validator", false]], "wind_shear (floris.core.flow_field.flowfield attribute)": [[6, "floris.core.flow_field.FlowField.wind_shear", false]], "wind_speed_profile() (in module floris.cut_plane)": [[35, "floris.cut_plane.wind_speed_profile", false]], "wind_speeds (floris.core.flow_field.flowfield attribute)": [[6, "floris.core.flow_field.FlowField.wind_speeds", false]], "wind_speeds (floris.floris_model.florismodel property)": [[36, "floris.floris_model.FlorisModel.wind_speeds", false]], "wind_speeds (floris.parallel_floris_model.parallelflorismodel property)": [[56, "floris.parallel_floris_model.ParallelFlorisModel.wind_speeds", false]], "wind_speeds (floris.uncertain_floris_model.uncertainflorismodel property)": [[61, "floris.uncertain_floris_model.UncertainFlorisModel.wind_speeds", false]], "wind_speeds_validator() (floris.core.flow_field.flowfield method)": [[6, "floris.core.flow_field.FlowField.wind_speeds_validator", false]], "wind_veer (floris.core.flow_field.flowfield attribute)": [[6, "floris.core.flow_field.FlowField.wind_veer", false]], "winddatabase (class in floris.wind_data)": [[63, "floris.wind_data.WindDataBase", false]], "windrose (class in floris.wind_data)": [[63, "floris.wind_data.WindRose", false]], "windrosewrg (class in floris.wind_data)": [[63, "floris.wind_data.WindRoseWRG", false]], "windtirose (class in floris.wind_data)": [[63, "floris.wind_data.WindTIRose", false]], "wrap_180() (in module floris.utilities)": [[62, "floris.utilities.wrap_180", false]], "wrap_360() (in module floris.utilities)": [[62, "floris.utilities.wrap_360", false]], "x1_bounds (floris.core.grid.flowfieldplanargrid attribute)": [[7, "floris.core.grid.FlowFieldPlanarGrid.x1_bounds", false]], "x2_bounds (floris.core.grid.flowfieldplanargrid attribute)": [[7, "floris.core.grid.FlowFieldPlanarGrid.x2_bounds", false]], "x_center_of_rotation (floris.core.grid.flowfieldgrid attribute)": [[7, "floris.core.grid.FlowFieldGrid.x_center_of_rotation", false]], "x_center_of_rotation (floris.core.grid.flowfieldplanargrid attribute)": [[7, "floris.core.grid.FlowFieldPlanarGrid.x_center_of_rotation", false]], "x_center_of_rotation (floris.core.grid.pointsgrid attribute)": [[7, "floris.core.grid.PointsGrid.x_center_of_rotation", false]], "x_center_of_rotation (floris.core.grid.turbinecubaturegrid attribute)": [[7, "floris.core.grid.TurbineCubatureGrid.x_center_of_rotation", false]], "x_center_of_rotation (floris.core.grid.turbinegrid attribute)": [[7, "floris.core.grid.TurbineGrid.x_center_of_rotation", false]], "x_sorted (floris.core.grid.grid attribute)": [[7, "floris.core.grid.Grid.x_sorted", false]], "x_sorted_inertial_frame (floris.core.grid.grid attribute)": [[7, "floris.core.grid.Grid.x_sorted_inertial_frame", false]], "y_center_of_rotation (floris.core.grid.flowfieldgrid attribute)": [[7, "floris.core.grid.FlowFieldGrid.y_center_of_rotation", false]], "y_center_of_rotation (floris.core.grid.flowfieldplanargrid attribute)": [[7, "floris.core.grid.FlowFieldPlanarGrid.y_center_of_rotation", false]], "y_center_of_rotation (floris.core.grid.pointsgrid attribute)": [[7, "floris.core.grid.PointsGrid.y_center_of_rotation", false]], "y_center_of_rotation (floris.core.grid.turbinecubaturegrid attribute)": [[7, "floris.core.grid.TurbineCubatureGrid.y_center_of_rotation", false]], "y_center_of_rotation (floris.core.grid.turbinegrid attribute)": [[7, "floris.core.grid.TurbineGrid.y_center_of_rotation", false]], "y_sorted (floris.core.grid.grid attribute)": [[7, "floris.core.grid.Grid.y_sorted", false]], "y_sorted_inertial_frame (floris.core.grid.grid attribute)": [[7, "floris.core.grid.Grid.y_sorted_inertial_frame", false]], "yaml_constructors (floris.utilities.loader attribute)": [[62, "floris.utilities.Loader.yaml_constructors", false]], "yaw_added_mixing_gain (floris.core.wake_deflection.empirical_gauss.empiricalgaussvelocitydeflection attribute)": [[19, "floris.core.wake_deflection.empirical_gauss.EmpiricalGaussVelocityDeflection.yaw_added_mixing_gain", false]], "yaw_added_turbulence_mixing() (in module floris.core.wake_deflection.gauss)": [[20, "floris.core.wake_deflection.gauss.yaw_added_turbulence_mixing", false]], "yaw_added_wake_mixing() (in module floris.core.wake_deflection.empirical_gauss)": [[19, "floris.core.wake_deflection.empirical_gauss.yaw_added_wake_mixing", false]], "yaw_angles (floris.core.farm.farm attribute)": [[5, "floris.core.farm.Farm.yaw_angles", false]], "yaw_angles_sorted (floris.core.farm.farm attribute)": [[5, "floris.core.farm.Farm.yaw_angles_sorted", false]], "yawoptimization (class in floris.optimization.yaw_optimization.yaw_optimization_base)": [[51, "floris.optimization.yaw_optimization.yaw_optimization_base.YawOptimization", false]], "yawoptimizationgeometric (class in floris.optimization.yaw_optimization.yaw_optimizer_geometric)": [[53, "floris.optimization.yaw_optimization.yaw_optimizer_geometric.YawOptimizationGeometric", false]], "yawoptimizationscipy (class in floris.optimization.yaw_optimization.yaw_optimizer_scipy)": [[54, "floris.optimization.yaw_optimization.yaw_optimizer_scipy.YawOptimizationScipy", false]], "yawoptimizationsr (class in floris.optimization.yaw_optimization.yaw_optimizer_sr)": [[55, "floris.optimization.yaw_optimization.yaw_optimizer_sr.YawOptimizationSR", false]], "z_sorted (floris.core.grid.grid attribute)": [[7, "floris.core.grid.Grid.z_sorted", false]], "z_sorted_inertial_frame (floris.core.grid.grid attribute)": [[7, "floris.core.grid.Grid.z_sorted_inertial_frame", false]]}, "objects": {"floris": [[0, 0, 0, "-", "convert_floris_input_v3_to_v4"], [1, 0, 0, "-", "convert_turbine_v3_to_v4"], [2, 0, 0, "-", "core"], [35, 0, 0, "-", "cut_plane"], [36, 0, 0, "-", "floris_model"], [37, 0, 0, "-", "flow_visualization"], [38, 0, 0, "-", "layout_visualization"], [39, 0, 0, "-", "logging_manager"], [40, 0, 0, "-", "optimization"], [56, 0, 0, "-", "parallel_floris_model"], [57, 0, 0, "-", "turbine_library"], [60, 0, 0, "-", "type_dec"], [61, 0, 0, "-", "uncertain_floris_model"], [62, 0, 0, "-", "utilities"], [63, 0, 0, "-", "wind_data"]], "floris.convert_floris_input_v3_to_v4": [[0, 1, 1, "", "ignore_include"]], "floris.core": [[3, 0, 0, "-", "base"], [4, 0, 0, "-", "core"], [5, 0, 0, "-", "farm"], [6, 0, 0, "-", "flow_field"], [7, 0, 0, "-", "grid"], [8, 0, 0, "-", "rotor_velocity"], [9, 0, 0, "-", "solver"], [10, 0, 0, "-", "turbine"], [13, 0, 0, "-", "wake"], [14, 0, 0, "-", "wake_combination"], [18, 0, 0, "-", "wake_deflection"], [23, 0, 0, "-", "wake_turbulence"], [27, 0, 0, "-", "wake_velocity"]], "floris.core.base": [[3, 2, 1, "", "BaseClass"], [3, 2, 1, "", "BaseModel"], [3, 2, 1, "", "State"]], "floris.core.base.BaseClass": [[3, 3, 1, "", "logger"], [3, 4, 1, "", "state"]], "floris.core.base.BaseModel": [[3, 4, 1, "", "NUM_EPS"], [3, 5, 1, "", "function"], [3, 5, 1, "", "prepare_function"]], "floris.core.base.State": [[3, 4, 1, "", "INITIALIZED"], [3, 4, 1, "", "UNINITIALIZED"], [3, 4, 1, "", "USED"]], "floris.core.core": [[4, 2, 1, "", "Core"], [4, 1, 1, "", "check_input_file_for_v3_keys"]], "floris.core.core.Core": [[4, 4, 1, "", "description"], [4, 4, 1, "", "farm"], [4, 5, 1, "", "finalize"], [4, 4, 1, "", "floris_version"], [4, 4, 1, "", "flow_field"], [4, 5, 1, "", "from_file"], [4, 4, 1, "", "grid"], [4, 5, 1, "", "initialize_domain"], [4, 4, 1, "", "logging"], [4, 4, 1, "", "name"], [4, 5, 1, "", "solve_for_points"], [4, 5, 1, "", "solve_for_velocity_deficit_profiles"], [4, 5, 1, "", "solve_for_viz"], [4, 4, 1, "", "solver"], [4, 5, 1, "", "steady_state_atmospheric_condition"], [4, 5, 1, "", "to_file"], [4, 4, 1, "", "wake"]], "floris.core.farm": [[5, 2, 1, "", "Farm"], [5, 1, 1, "", "check_turbine_definition_for_v3_keys"]], "floris.core.farm.Farm": [[5, 4, 1, "", "TSRs"], [5, 4, 1, "", "TSRs_sorted"], [5, 4, 1, "", "awc_amplitudes"], [5, 4, 1, "", "awc_amplitudes_sorted"], [5, 4, 1, "", "awc_frequencies"], [5, 4, 1, "", "awc_frequencies_sorted"], [5, 4, 1, "", "awc_modes"], [5, 4, 1, "", "awc_modes_sorted"], [5, 5, 1, "", "calculate_tilt_for_eff_velocities"], [5, 5, 1, "", "check_library_path"], [5, 5, 1, "", "check_turbine_type"], [5, 5, 1, "", "check_x"], [5, 5, 1, "", "check_y"], [5, 5, 1, "", "construct_hub_heights"], [5, 5, 1, "", "construct_rotor_diameters"], [5, 5, 1, "", "construct_turbine_TSRs"], [5, 5, 1, "", "construct_turbine_axial_induction_functions"], [5, 5, 1, "", "construct_turbine_correct_cp_ct_for_tilt"], [5, 5, 1, "", "construct_turbine_map"], [5, 5, 1, "", "construct_turbine_power_functions"], [5, 5, 1, "", "construct_turbine_power_thrust_tables"], [5, 5, 1, "", "construct_turbine_ref_tilts"], [5, 5, 1, "", "construct_turbine_thrust_coefficient_functions"], [5, 5, 1, "", "construct_turbine_tilt_interps"], [5, 3, 1, "", "coordinates"], [5, 4, 1, "", "correct_cp_ct_for_tilt"], [5, 4, 1, "", "correct_cp_ct_for_tilt_sorted"], [5, 5, 1, "", "expand_farm_properties"], [5, 5, 1, "", "finalize"], [5, 4, 1, "", "hub_heights"], [5, 4, 1, "", "hub_heights_sorted"], [5, 5, 1, "", "initialize"], [5, 4, 1, "", "internal_turbine_library"], [5, 4, 1, "", "layout_x"], [5, 4, 1, "", "layout_y"], [5, 3, 1, "", "n_turbines"], [5, 4, 1, "", "power_setpoints"], [5, 4, 1, "", "power_setpoints_sorted"], [5, 4, 1, "", "ref_tilts"], [5, 4, 1, "", "ref_tilts_sorted"], [5, 4, 1, "", "rotor_diameters"], [5, 4, 1, "", "rotor_diameters_sorted"], [5, 5, 1, "", "set_awc_amplitudes"], [5, 5, 1, "", "set_awc_amplitudes_to_ref_amp"], [5, 5, 1, "", "set_awc_frequencies"], [5, 5, 1, "", "set_awc_frequencies_to_ref_freq"], [5, 5, 1, "", "set_awc_modes"], [5, 5, 1, "", "set_awc_modes_to_ref_mode"], [5, 5, 1, "", "set_power_setpoints"], [5, 5, 1, "", "set_power_setpoints_to_ref_power"], [5, 5, 1, "", "set_tilt_to_ref_tilt"], [5, 5, 1, "", "set_yaw_angles"], [5, 5, 1, "", "set_yaw_angles_to_ref_yaw"], [5, 4, 1, "", "tilt_angles"], [5, 4, 1, "", "tilt_angles_sorted"], [5, 4, 1, "", "turbine_axial_induction_functions"], [5, 4, 1, "", "turbine_definitions"], [5, 4, 1, "", "turbine_library_path"], [5, 4, 1, "", "turbine_map"], [5, 4, 1, "", "turbine_power_functions"], [5, 4, 1, "", "turbine_power_thrust_tables"], [5, 4, 1, "", "turbine_thrust_coefficient_functions"], [5, 4, 1, "", "turbine_tilt_interps"], [5, 4, 1, "", "turbine_type"], [5, 4, 1, "", "turbine_type_map"], [5, 4, 1, "", "turbine_type_map_sorted"], [5, 4, 1, "", "yaw_angles"], [5, 4, 1, "", "yaw_angles_sorted"]], "floris.core.flow_field": [[6, 2, 1, "", "FlowField"]], "floris.core.flow_field.FlowField": [[6, 4, 1, "", "air_density"], [6, 5, 1, "", "calculate_speed_ups"], [6, 4, 1, "", "dudz_initial_sorted"], [6, 5, 1, "", "finalize"], [6, 5, 1, "", "generate_heterogeneous_wind_map"], [6, 4, 1, "", "het_map"], [6, 5, 1, "", "het_map_validator"], [6, 5, 1, "", "heterogeneous_config_validator"], [6, 4, 1, "", "heterogeneous_inflow_config"], [6, 5, 1, "", "initialize_velocity_field"], [6, 5, 1, "", "interpolate_multiplier_xy"], [6, 5, 1, "", "interpolate_multiplier_xyz"], [6, 4, 1, "", "multidim_conditions"], [6, 4, 1, "", "n_findex"], [6, 4, 1, "", "reference_wind_height"], [6, 4, 1, "", "turbulence_intensities"], [6, 5, 1, "", "turbulence_intensities_validator"], [6, 4, 1, "", "turbulence_intensity_field"], [6, 4, 1, "", "turbulence_intensity_field_sorted"], [6, 4, 1, "", "turbulence_intensity_field_sorted_avg"], [6, 4, 1, "", "u"], [6, 4, 1, "", "u_initial_sorted"], [6, 4, 1, "", "u_sorted"], [6, 4, 1, "", "v"], [6, 4, 1, "", "v_initial_sorted"], [6, 4, 1, "", "v_sorted"], [6, 4, 1, "", "w"], [6, 4, 1, "", "w_initial_sorted"], [6, 4, 1, "", "w_sorted"], [6, 4, 1, "", "wind_directions"], [6, 5, 1, "", "wind_directions_validator"], [6, 4, 1, "", "wind_shear"], [6, 4, 1, "", "wind_speeds"], [6, 5, 1, "", "wind_speeds_validator"], [6, 4, 1, "", "wind_veer"]], "floris.core.grid": [[7, 2, 1, "", "FlowFieldGrid"], [7, 2, 1, "", "FlowFieldPlanarGrid"], [7, 2, 1, "", "Grid"], [7, 2, 1, "", "PointsGrid"], [7, 2, 1, "", "TurbineCubatureGrid"], [7, 2, 1, "", "TurbineGrid"]], "floris.core.grid.FlowFieldGrid": [[7, 5, 1, "", "set_grid"], [7, 4, 1, "", "x_center_of_rotation"], [7, 4, 1, "", "y_center_of_rotation"]], "floris.core.grid.FlowFieldPlanarGrid": [[7, 4, 1, "", "normal_vector"], [7, 4, 1, "", "planar_coordinate"], [7, 5, 1, "", "set_grid"], [7, 4, 1, "", "sorted_indices"], [7, 4, 1, "", "unsorted_indices"], [7, 4, 1, "", "x1_bounds"], [7, 4, 1, "", "x2_bounds"], [7, 4, 1, "", "x_center_of_rotation"], [7, 4, 1, "", "y_center_of_rotation"]], "floris.core.grid.Grid": [[7, 5, 1, "", "check_coordinates"], [7, 4, 1, "", "cubature_weights"], [7, 4, 1, "", "grid_resolution"], [7, 5, 1, "", "grid_resolution_validator"], [7, 4, 1, "", "n_findex"], [7, 4, 1, "", "n_turbines"], [7, 5, 1, "", "set_grid"], [7, 4, 1, "", "turbine_coordinates"], [7, 4, 1, "", "turbine_diameters"], [7, 4, 1, "", "wind_directions"], [7, 5, 1, "", "wind_directions_validator"], [7, 4, 1, "", "x_sorted"], [7, 4, 1, "", "x_sorted_inertial_frame"], [7, 4, 1, "", "y_sorted"], [7, 4, 1, "", "y_sorted_inertial_frame"], [7, 4, 1, "", "z_sorted"], [7, 4, 1, "", "z_sorted_inertial_frame"]], "floris.core.grid.PointsGrid": [[7, 4, 1, "", "points_x"], [7, 4, 1, "", "points_y"], [7, 4, 1, "", "points_z"], [7, 5, 1, "", "set_grid"], [7, 4, 1, "", "x_center_of_rotation"], [7, 4, 1, "", "y_center_of_rotation"]], "floris.core.grid.TurbineCubatureGrid": [[7, 4, 1, "", "average_method"], [7, 5, 1, "", "get_cubature_coefficients"], [7, 5, 1, "", "set_grid"], [7, 4, 1, "", "sorted_coord_indices"], [7, 4, 1, "", "sorted_indices"], [7, 4, 1, "", "unsorted_indices"], [7, 4, 1, "", "x_center_of_rotation"], [7, 4, 1, "", "y_center_of_rotation"]], "floris.core.grid.TurbineGrid": [[7, 4, 1, "", "average_method"], [7, 5, 1, "", "set_grid"], [7, 4, 1, "", "sorted_coord_indices"], [7, 4, 1, "", "sorted_indices"], [7, 4, 1, "", "unsorted_indices"], [7, 4, 1, "", "x_center_of_rotation"], [7, 4, 1, "", "y_center_of_rotation"]], "floris.core.rotor_velocity": [[8, 1, 1, "", "average_velocity"], [8, 1, 1, "", "compute_tilt_angles_for_floating_turbines"], [8, 1, 1, "", "compute_tilt_angles_for_floating_turbines_map"], [8, 1, 1, "", "cubic_cubature"], [8, 1, 1, "", "cubic_mean"], [8, 1, 1, "", "rotor_effective_velocity"], [8, 1, 1, "", "rotor_velocity_air_density_correction"], [8, 1, 1, "", "rotor_velocity_tilt_cosine_correction"], [8, 1, 1, "", "rotor_velocity_yaw_cosine_correction"], [8, 1, 1, "", "simple_cubature"], [8, 1, 1, "", "simple_mean"]], "floris.core.solver": [[9, 1, 1, "", "calculate_area_overlap"], [9, 1, 1, "", "cc_solver"], [9, 1, 1, "", "empirical_gauss_solver"], [9, 1, 1, "", "full_flow_cc_solver"], [9, 1, 1, "", "full_flow_empirical_gauss_solver"], [9, 1, 1, "", "full_flow_sequential_solver"], [9, 1, 1, "", "full_flow_turbopark_solver"], [9, 1, 1, "", "sequential_solver"], [9, 1, 1, "", "turbopark_solver"]], "floris.core.turbine": [[11, 0, 0, "-", "operation_models"], [12, 0, 0, "-", "turbine"]], "floris.core.turbine.operation_models": [[11, 2, 1, "", "AWCTurbine"], [11, 2, 1, "", "BaseOperationModel"], [11, 2, 1, "", "CosineLossTurbine"], [11, 2, 1, "", "MixedOperationTurbine"], [11, 2, 1, "", "PeakShavingTurbine"], [11, 2, 1, "", "SimpleDeratingTurbine"], [11, 2, 1, "", "SimpleTurbine"]], "floris.core.turbine.operation_models.AWCTurbine": [[11, 5, 1, "", "axial_induction"], [11, 5, 1, "", "power"], [11, 5, 1, "", "thrust_coefficient"]], "floris.core.turbine.operation_models.BaseOperationModel": [[11, 5, 1, "", "axial_induction"], [11, 5, 1, "", "power"], [11, 5, 1, "", "thrust_coefficient"]], "floris.core.turbine.operation_models.CosineLossTurbine": [[11, 5, 1, "", "axial_induction"], [11, 5, 1, "", "power"], [11, 5, 1, "", "thrust_coefficient"]], "floris.core.turbine.operation_models.MixedOperationTurbine": [[11, 5, 1, "", "axial_induction"], [11, 5, 1, "", "power"], [11, 5, 1, "", "thrust_coefficient"]], "floris.core.turbine.operation_models.PeakShavingTurbine": [[11, 5, 1, "", "axial_induction"], [11, 5, 1, "", "power"], [11, 5, 1, "", "thrust_coefficient"]], "floris.core.turbine.operation_models.SimpleDeratingTurbine": [[11, 5, 1, "", "axial_induction"], [11, 5, 1, "", "power"], [11, 5, 1, "", "thrust_coefficient"]], "floris.core.turbine.operation_models.SimpleTurbine": [[11, 5, 1, "", "axial_induction"], [11, 5, 1, "", "power"], [11, 5, 1, "", "thrust_coefficient"]], "floris.core.turbine.turbine": [[12, 2, 1, "", "Turbine"], [12, 1, 1, "", "axial_induction"], [12, 1, 1, "", "power"], [12, 1, 1, "", "select_multidim_condition"], [12, 1, 1, "", "thrust_coefficient"]], "floris.core.turbine.turbine.Turbine": [[12, 4, 1, "", "TSR"], [12, 4, 1, "", "axial_induction_function"], [12, 5, 1, "", "check_floating_tilt_table"], [12, 5, 1, "", "check_for_cp_ct_correct_flag_if_floating"], [12, 5, 1, "", "check_power_thrust_table"], [12, 4, 1, "", "condition_keys"], [12, 4, 1, "", "correct_cp_ct_for_tilt"], [12, 4, 1, "", "floating_tilt_table"], [12, 4, 1, "", "hub_height"], [12, 4, 1, "", "multi_dimensional_cp_ct"], [12, 4, 1, "", "operation_model"], [12, 4, 1, "", "power_function"], [12, 4, 1, "", "power_thrust_data_file"], [12, 4, 1, "", "power_thrust_table"], [12, 5, 1, "", "reset_rotor_area"], [12, 5, 1, "", "reset_rotor_diameter_dependencies"], [12, 5, 1, "", "reset_rotor_radius"], [12, 4, 1, "", "rotor_area"], [12, 4, 1, "", "rotor_diameter"], [12, 4, 1, "", "rotor_radius"], [12, 4, 1, "", "thrust_coefficient_function"], [12, 4, 1, "", "tilt_interp"], [12, 4, 1, "", "turbine_library_path"], [12, 4, 1, "", "turbine_type"]], "floris.core.wake": [[13, 2, 1, "", "WakeModelManager"]], "floris.core.wake.WakeModelManager": [[13, 3, 1, "", "combination_function"], [13, 4, 1, "", "combination_model"], [13, 3, 1, "", "deflection_function"], [13, 4, 1, "", "deflection_model"], [13, 4, 1, "", "enable_active_wake_mixing"], [13, 4, 1, "", "enable_secondary_steering"], [13, 4, 1, "", "enable_transverse_velocities"], [13, 4, 1, "", "enable_yaw_added_recovery"], [13, 4, 1, "", "model_strings"], [13, 3, 1, "", "turbulence_function"], [13, 4, 1, "", "turbulence_model"], [13, 5, 1, "", "validate_model_strings"], [13, 3, 1, "", "velocity_function"], [13, 4, 1, "", "velocity_model"], [13, 4, 1, "", "wake_deflection_parameters"], [13, 4, 1, "", "wake_turbulence_parameters"], [13, 4, 1, "", "wake_velocity_parameters"]], "floris.core.wake_combination": [[15, 0, 0, "-", "fls"], [16, 0, 0, "-", "max"], [17, 0, 0, "-", "sosfs"]], "floris.core.wake_combination.fls": [[15, 2, 1, "", "FLS"]], "floris.core.wake_combination.fls.FLS": [[15, 5, 1, "", "function"], [15, 5, 1, "", "prepare_function"]], "floris.core.wake_combination.max": [[16, 2, 1, "", "MAX"]], "floris.core.wake_combination.max.MAX": [[16, 5, 1, "", "function"], [16, 5, 1, "", "prepare_function"]], "floris.core.wake_combination.sosfs": [[17, 2, 1, "", "SOSFS"]], "floris.core.wake_combination.sosfs.SOSFS": [[17, 5, 1, "", "function"], [17, 5, 1, "", "prepare_function"]], "floris.core.wake_deflection": [[19, 0, 0, "-", "empirical_gauss"], [20, 0, 0, "-", "gauss"], [21, 0, 0, "-", "jimenez"], [22, 0, 0, "-", "none"]], "floris.core.wake_deflection.empirical_gauss": [[19, 2, 1, "", "EmpiricalGaussVelocityDeflection"], [19, 1, 1, "", "yaw_added_wake_mixing"]], "floris.core.wake_deflection.empirical_gauss.EmpiricalGaussVelocityDeflection": [[19, 4, 1, "", "deflection_rate"], [19, 5, 1, "", "function"], [19, 4, 1, "", "horizontal_deflection_gain_D"], [19, 4, 1, "", "mixing_gain_deflection"], [19, 5, 1, "", "prepare_function"], [19, 4, 1, "", "vertical_deflection_gain_D"], [19, 4, 1, "", "yaw_added_mixing_gain"]], "floris.core.wake_deflection.gauss": [[20, 2, 1, "", "GaussVelocityDeflection"], [20, 1, 1, "", "calculate_transverse_velocity"], [20, 1, 1, "", "gamma"], [20, 1, 1, "", "wake_added_yaw"], [20, 1, 1, "", "yaw_added_turbulence_mixing"]], "floris.core.wake_deflection.gauss.GaussVelocityDeflection": [[20, 4, 1, "", "ad"], [20, 4, 1, "", "alpha"], [20, 4, 1, "", "bd"], [20, 4, 1, "", "beta"], [20, 4, 1, "", "dm"], [20, 4, 1, "", "eps_gain"], [20, 5, 1, "", "function"], [20, 4, 1, "", "ka"], [20, 4, 1, "", "kb"], [20, 5, 1, "", "prepare_function"], [20, 4, 1, "", "use_secondary_steering"]], "floris.core.wake_deflection.jimenez": [[21, 2, 1, "", "JimenezVelocityDeflection"]], "floris.core.wake_deflection.jimenez.JimenezVelocityDeflection": [[21, 4, 1, "", "ad"], [21, 4, 1, "", "bd"], [21, 5, 1, "", "function"], [21, 4, 1, "", "kd"], [21, 5, 1, "", "prepare_function"]], "floris.core.wake_deflection.none": [[22, 2, 1, "", "NoneVelocityDeflection"]], "floris.core.wake_deflection.none.NoneVelocityDeflection": [[22, 5, 1, "", "function"], [22, 5, 1, "", "prepare_function"]], "floris.core.wake_turbulence": [[24, 0, 0, "-", "crespo_hernandez"], [25, 0, 0, "-", "none"], [26, 0, 0, "-", "wake_induced_mixing"]], "floris.core.wake_turbulence.crespo_hernandez": [[24, 2, 1, "", "CrespoHernandez"]], "floris.core.wake_turbulence.crespo_hernandez.CrespoHernandez": [[24, 4, 1, "", "ai"], [24, 4, 1, "", "constant"], [24, 4, 1, "", "downstream"], [24, 5, 1, "", "function"], [24, 4, 1, "", "initial"], [24, 5, 1, "", "prepare_function"]], "floris.core.wake_turbulence.none": [[25, 2, 1, "", "NoneWakeTurbulence"]], "floris.core.wake_turbulence.none.NoneWakeTurbulence": [[25, 5, 1, "", "function"], [25, 5, 1, "", "prepare_function"]], "floris.core.wake_turbulence.wake_induced_mixing": [[26, 2, 1, "", "WakeInducedMixing"]], "floris.core.wake_turbulence.wake_induced_mixing.WakeInducedMixing": [[26, 4, 1, "", "atmospheric_ti_gain"], [26, 5, 1, "", "function"], [26, 5, 1, "", "prepare_function"]], "floris.core.wake_velocity": [[28, 0, 0, "-", "cumulative_gauss_curl"], [29, 0, 0, "-", "empirical_gauss"], [30, 0, 0, "-", "gauss"], [31, 0, 0, "-", "jensen"], [32, 0, 0, "-", "none"], [33, 0, 0, "-", "turbopark"], [34, 0, 0, "-", "turboparkgauss"]], "floris.core.wake_velocity.cumulative_gauss_curl": [[28, 2, 1, "", "CumulativeGaussCurlVelocityDeficit"], [28, 1, 1, "", "wake_expansion"]], "floris.core.wake_velocity.cumulative_gauss_curl.CumulativeGaussCurlVelocityDeficit": [[28, 4, 1, "", "a_f"], [28, 4, 1, "", "a_s"], [28, 4, 1, "", "alpha_mod"], [28, 4, 1, "", "b_f"], [28, 4, 1, "", "b_s"], [28, 4, 1, "", "c_f"], [28, 4, 1, "", "c_s1"], [28, 4, 1, "", "c_s2"], [28, 5, 1, "", "function"], [28, 5, 1, "", "prepare_function"]], "floris.core.wake_velocity.empirical_gauss": [[29, 2, 1, "", "EmpiricalGaussVelocityDeficit"], [29, 1, 1, "", "awc_added_wake_mixing"], [29, 1, 1, "", "empirical_gauss_model_wake_width"], [29, 1, 1, "", "rCalt"], [29, 1, 1, "", "sigmoid_integral"]], "floris.core.wake_velocity.empirical_gauss.EmpiricalGaussVelocityDeficit": [[29, 4, 1, "", "awc_mode"], [29, 4, 1, "", "awc_wake_denominator"], [29, 4, 1, "", "awc_wake_exp"], [29, 4, 1, "", "breakpoints_D"], [29, 5, 1, "", "function"], [29, 4, 1, "", "mixing_gain_velocity"], [29, 5, 1, "", "prepare_function"], [29, 4, 1, "", "sigma_0_D"], [29, 4, 1, "", "smoothing_length_D"], [29, 4, 1, "", "wake_expansion_rates"]], "floris.core.wake_velocity.gauss": [[30, 2, 1, "", "GaussVelocityDeficit"], [30, 1, 1, "", "gaussian_function"], [30, 1, 1, "", "mask_upstream_wake"], [30, 1, 1, "", "rC"]], "floris.core.wake_velocity.gauss.GaussVelocityDeficit": [[30, 4, 1, "", "alpha"], [30, 4, 1, "", "beta"], [30, 5, 1, "", "function"], [30, 4, 1, "", "ka"], [30, 4, 1, "", "kb"], [30, 5, 1, "", "prepare_function"]], "floris.core.wake_velocity.jensen": [[31, 2, 1, "", "JensenVelocityDeficit"]], "floris.core.wake_velocity.jensen.JensenVelocityDeficit": [[31, 5, 1, "", "function"], [31, 5, 1, "", "prepare_function"], [31, 4, 1, "", "we"]], "floris.core.wake_velocity.none": [[32, 2, 1, "", "NoneVelocityDeficit"]], "floris.core.wake_velocity.none.NoneVelocityDeficit": [[32, 5, 1, "", "function"], [32, 5, 1, "", "prepare_function"]], "floris.core.wake_velocity.turbopark": [[33, 2, 1, "", "TurbOParkVelocityDeficit"], [33, 1, 1, "", "characteristic_wake_width"], [33, 1, 1, "", "precalculate_overlap"]], "floris.core.wake_velocity.turbopark.TurbOParkVelocityDeficit": [[33, 4, 1, "", "A"], [33, 5, 1, "", "function"], [33, 4, 1, "", "overlap_gauss_interp"], [33, 5, 1, "", "prepare_function"], [33, 4, 1, "", "sigma_max_rel"]], "floris.core.wake_velocity.turboparkgauss": [[34, 2, 1, "", "TurboparkgaussVelocityDeficit"], [34, 1, 1, "", "characteristic_wake_width"]], "floris.core.wake_velocity.turboparkgauss.TurboparkgaussVelocityDeficit": [[34, 4, 1, "", "A"], [34, 5, 1, "", "function"], [34, 4, 1, "", "include_mirror_wake"], [34, 5, 1, "", "prepare_function"]], "floris.cut_plane": [[35, 2, 1, "", "CutPlane"], [35, 1, 1, "", "calculate_power"], [35, 1, 1, "", "calculate_wind_speed"], [35, 1, 1, "", "change_resolution"], [35, 1, 1, "", "get_plane_from_flow_data"], [35, 1, 1, "", "get_power_profile"], [35, 1, 1, "", "interpolate_onto_array"], [35, 1, 1, "", "nudge_outward"], [35, 1, 1, "", "project_onto"], [35, 1, 1, "", "rescale_axis"], [35, 1, 1, "", "set_origin"], [35, 1, 1, "", "wind_speed_profile"]], "floris.floris_model": [[36, 2, 1, "", "FlorisModel"]], "floris.floris_model.FlorisModel": [[36, 5, 1, "", "assign_hub_height_to_ref_height"], [36, 5, 1, "", "calculate_cross_plane"], [36, 5, 1, "", "calculate_horizontal_plane"], [36, 5, 1, "", "calculate_wake"], [36, 5, 1, "", "calculate_y_plane"], [36, 5, 1, "", "copy"], [36, 5, 1, "", "get_expected_farm_power"], [36, 5, 1, "", "get_expected_farm_value"], [36, 5, 1, "", "get_expected_turbine_powers"], [36, 5, 1, "", "get_farm_AEP"], [36, 5, 1, "", "get_farm_AVP"], [36, 5, 1, "", "get_farm_power"], [36, 5, 1, "", "get_operation_model"], [36, 5, 1, "", "get_param"], [36, 5, 1, "", "get_plane_of_points"], [36, 5, 1, "", "get_turbine_TIs"], [36, 5, 1, "", "get_turbine_ais"], [36, 5, 1, "", "get_turbine_layout"], [36, 5, 1, "", "get_turbine_powers"], [36, 5, 1, "", "get_turbine_thrust_coefficients"], [36, 3, 1, "", "layout_x"], [36, 3, 1, "", "layout_y"], [36, 5, 1, "", "merge_floris_models"], [36, 3, 1, "", "n_findex"], [36, 3, 1, "", "n_turbines"], [36, 5, 1, "", "print_dict"], [36, 5, 1, "", "reinitialize"], [36, 5, 1, "", "reset_operation"], [36, 5, 1, "", "run"], [36, 5, 1, "", "run_no_wake"], [36, 5, 1, "", "sample_flow_at_points"], [36, 5, 1, "", "sample_velocity_deficit_profiles"], [36, 5, 1, "", "set"], [36, 5, 1, "", "set_for_viz"], [36, 5, 1, "", "set_operation"], [36, 5, 1, "", "set_operation_model"], [36, 5, 1, "", "set_param"], [36, 3, 1, "", "turbine_average_velocities"], [36, 3, 1, "", "turbulence_intensities"], [36, 3, 1, "", "wind_data"], [36, 3, 1, "", "wind_directions"], [36, 3, 1, "", "wind_speeds"]], "floris.flow_visualization": [[37, 2, 1, "", "VelocityProfilesFigure"], [37, 1, 1, "", "calculate_horizontal_plane_with_turbines"], [37, 1, 1, "", "line_contour_cut_plane"], [37, 1, 1, "", "plot_rotor_values"], [37, 1, 1, "", "reverse_cut_plane_x_axis_in_plot"], [37, 1, 1, "", "show"], [37, 1, 1, "", "visualize_cut_plane"], [37, 1, 1, "", "visualize_heterogeneous_cut_plane"], [37, 1, 1, "", "visualize_quiver"]], "floris.flow_visualization.VelocityProfilesFigure": [[37, 5, 1, "", "add_profiles"], [37, 5, 1, "", "add_ref_lines"], [37, 5, 1, "", "add_ref_lines_x2"], [37, 5, 1, "", "add_ref_lines_x3"], [37, 4, 1, "", "ax_height"], [37, 4, 1, "", "ax_width"], [37, 4, 1, "", "axs"], [37, 4, 1, "", "coordinate_labels"], [37, 4, 1, "", "deficit_max"], [37, 4, 1, "", "downstream_dists_D"], [37, 4, 1, "", "fig"], [37, 4, 1, "", "layout"], [37, 5, 1, "", "layout_validator"], [37, 5, 1, "", "match_profile_to_axes"], [37, 4, 1, "", "n_cols"], [37, 4, 1, "", "n_rows"], [37, 5, 1, "", "set_xlim"]], "floris.layout_visualization": [[38, 1, 1, "", "get_wake_direction"], [38, 1, 1, "", "label_line"], [38, 1, 1, "", "plot_farm_terrain"], [38, 1, 1, "", "plot_turbine_labels"], [38, 1, 1, "", "plot_turbine_points"], [38, 1, 1, "", "plot_turbine_rotors"], [38, 1, 1, "", "plot_waking_directions"], [38, 1, 1, "", "shade_region"]], "floris.logging_manager": [[39, 2, 1, "", "LoggingManager"], [39, 2, 1, "", "TracebackInfoFilter"], [39, 1, 1, "", "configure_console_log"], [39, 1, 1, "", "configure_file_log"]], "floris.logging_manager.LoggingManager": [[39, 3, 1, "", "logger"]], "floris.logging_manager.TracebackInfoFilter": [[39, 5, 1, "", "filter"]], "floris.optimization": [[41, 0, 0, "-", "layout_optimization"], [48, 0, 0, "-", "other"], [50, 0, 0, "-", "yaw_optimization"]], "floris.optimization.layout_optimization": [[42, 0, 0, "-", "layout_optimization_base"], [43, 0, 0, "-", "layout_optimization_boundary_grid"], [44, 0, 0, "-", "layout_optimization_pyoptsparse"], [45, 0, 0, "-", "layout_optimization_pyoptsparse_spread"], [46, 0, 0, "-", "layout_optimization_random_search"], [47, 0, 0, "-", "layout_optimization_scipy"]], "floris.optimization.layout_optimization.layout_optimization_base": [[42, 2, 1, "", "LayoutOptimization"], [42, 1, 1, "", "list_depth"]], "floris.optimization.layout_optimization.layout_optimization_base.LayoutOptimization": [[42, 3, 1, "", "nturbs"], [42, 5, 1, "", "optimize"], [42, 5, 1, "", "plot_layout_opt_boundary"], [42, 5, 1, "", "plot_layout_opt_results"], [42, 5, 1, "", "plot_progress"], [42, 3, 1, "", "rotor_diameter"]], "floris.optimization.layout_optimization.layout_optimization_boundary_grid": [[43, 2, 1, "", "LayoutOptimizationBoundaryGrid"]], "floris.optimization.layout_optimization.layout_optimization_boundary_grid.LayoutOptimizationBoundaryGrid": [[43, 5, 1, "", "boundary_grid"], [43, 5, 1, "", "find_lengths"], [43, 5, 1, "", "plot_layout"], [43, 5, 1, "", "reinitialize_bg"], [43, 5, 1, "", "reinitialize_xy"], [43, 5, 1, "", "space_constraint"]], "floris.optimization.layout_optimization.layout_optimization_pyoptsparse": [[44, 2, 1, "", "LayoutOptimizationPyOptSparse"]], "floris.optimization.layout_optimization.layout_optimization_pyoptsparse.LayoutOptimizationPyOptSparse": [[44, 5, 1, "", "add_con_group"], [44, 5, 1, "", "add_var_group"], [44, 5, 1, "", "compute_cons"], [44, 5, 1, "", "distance_from_boundaries"], [44, 5, 1, "", "get_optimized_locs"], [44, 5, 1, "", "parse_opt_vars"], [44, 5, 1, "", "parse_sol_vars"], [44, 5, 1, "", "space_constraint"]], "floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread": [[45, 2, 1, "", "LayoutOptimizationPyOptSparse"]], "floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.LayoutOptimizationPyOptSparse": [[45, 5, 1, "", "add_con_group"], [45, 5, 1, "", "add_var_group"], [45, 5, 1, "", "compute_cons"], [45, 5, 1, "", "distance_from_boundaries"], [45, 5, 1, "", "mean_distance"], [45, 5, 1, "", "parse_opt_vars"], [45, 5, 1, "", "parse_sol_vars"], [45, 5, 1, "", "plot_layout_opt_results"], [45, 5, 1, "", "space_constraint"]], "floris.optimization.layout_optimization.layout_optimization_random_search": [[46, 2, 1, "", "LayoutOptimizationRandomSearch"], [46, 1, 1, "", "test_min_dist"], [46, 1, 1, "", "test_point_in_bounds"]], "floris.optimization.layout_optimization.layout_optimization_random_search.LayoutOptimizationRandomSearch": [[46, 5, 1, "", "describe"], [46, 5, 1, "", "optimize"], [46, 5, 1, "", "plot_distance_pmf"]], "floris.optimization.layout_optimization.layout_optimization_scipy": [[47, 2, 1, "", "LayoutOptimizationScipy"]], "floris.optimization.layout_optimization.layout_optimization_scipy.LayoutOptimizationScipy": [[47, 5, 1, "", "optimize"]], "floris.optimization.other": [[49, 0, 0, "-", "boundary_grid"]], "floris.optimization.other.boundary_grid": [[49, 2, 1, "", "BoundaryGrid"], [49, 1, 1, "", "boundary_grid"], [49, 1, 1, "", "discontinuous_grid"], [49, 1, 1, "", "place_boundary_turbines"]], "floris.optimization.other.boundary_grid.BoundaryGrid": [[49, 5, 1, "", "reinitialize_bg"], [49, 5, 1, "", "reinitialize_xy"]], "floris.optimization.yaw_optimization": [[51, 0, 0, "-", "yaw_optimization_base"], [52, 0, 0, "-", "yaw_optimization_tools"], [53, 0, 0, "-", "yaw_optimizer_geometric"], [54, 0, 0, "-", "yaw_optimizer_scipy"], [55, 0, 0, "-", "yaw_optimizer_sr"]], "floris.optimization.yaw_optimization.yaw_optimization_base": [[51, 2, 1, "", "YawOptimization"]], "floris.optimization.yaw_optimization.yaw_optimization_tools": [[52, 1, 1, "", "derive_downstream_turbines"]], "floris.optimization.yaw_optimization.yaw_optimizer_geometric": [[53, 2, 1, "", "YawOptimizationGeometric"], [53, 1, 1, "", "geometric_yaw"]], "floris.optimization.yaw_optimization.yaw_optimizer_geometric.YawOptimizationGeometric": [[53, 5, 1, "", "optimize"]], "floris.optimization.yaw_optimization.yaw_optimizer_scipy": [[54, 2, 1, "", "YawOptimizationScipy"]], "floris.optimization.yaw_optimization.yaw_optimizer_scipy.YawOptimizationScipy": [[54, 5, 1, "", "optimize"]], "floris.optimization.yaw_optimization.yaw_optimizer_sr": [[55, 2, 1, "", "YawOptimizationSR"]], "floris.optimization.yaw_optimization.yaw_optimizer_sr.YawOptimizationSR": [[55, 5, 1, "", "optimize"]], "floris.parallel_floris_model": [[56, 2, 1, "", "ParallelFlorisModel"]], "floris.parallel_floris_model.ParallelFlorisModel": [[56, 5, 1, "", "copy"], [56, 5, 1, "", "get_farm_AEP"], [56, 5, 1, "", "get_farm_power"], [56, 5, 1, "", "get_turbine_powers"], [56, 3, 1, "", "layout_x"], [56, 3, 1, "", "layout_y"], [56, 3, 1, "", "n_findex"], [56, 3, 1, "", "n_turbines"], [56, 5, 1, "", "optimize_yaw_angles"], [56, 5, 1, "", "run"], [56, 5, 1, "", "set"], [56, 3, 1, "", "turbulence_intensities"], [56, 3, 1, "", "wind_directions"], [56, 3, 1, "", "wind_speeds"]], "floris.turbine_library": [[58, 0, 0, "-", "turbine_previewer"], [59, 0, 0, "-", "turbine_utilities"]], "floris.turbine_library.turbine_previewer": [[58, 2, 1, "", "TurbineInterface"], [58, 2, 1, "", "TurbineLibrary"]], "floris.turbine_library.turbine_previewer.TurbineInterface": [[58, 5, 1, "", "from_library"], [58, 5, 1, "", "from_turbine_dict"], [58, 5, 1, "", "from_yaml"], [58, 5, 1, "", "plot_power_curve"], [58, 5, 1, "", "plot_thrust_coefficient_curve"], [58, 5, 1, "", "power_curve"], [58, 5, 1, "", "thrust_coefficient_curve"], [58, 4, 1, "", "turbine"]], "floris.turbine_library.turbine_previewer.TurbineLibrary": [[58, 5, 1, "", "compute_power_curves"], [58, 5, 1, "", "compute_thrust_coefficient_curves"], [58, 5, 1, "", "load_external_library"], [58, 5, 1, "", "load_internal_library"], [58, 5, 1, "", "plot_comparison"], [58, 5, 1, "", "plot_hub_heights"], [58, 5, 1, "", "plot_power_curves"], [58, 5, 1, "", "plot_rotor_diameters"], [58, 5, 1, "", "plot_thrust_coefficient_curves"], [58, 4, 1, "", "power_curves"], [58, 4, 1, "", "thrust_coefficient_curves"], [58, 4, 1, "", "turbine_map"]], "floris.turbine_library.turbine_utilities": [[59, 1, 1, "", "build_cosine_loss_turbine_dict"], [59, 1, 1, "", "check_smooth_power_curve"]], "floris.type_dec": [[60, 2, 1, "", "FromDictMixin"], [60, 1, 1, "", "convert_to_path"], [60, 1, 1, "", "floris_array_converter"], [60, 1, 1, "", "floris_numeric_dict_converter"], [60, 1, 1, "", "iter_validator"]], "floris.type_dec.FromDictMixin": [[60, 5, 1, "", "as_dict"], [60, 5, 1, "", "from_dict"]], "floris.uncertain_floris_model": [[61, 2, 1, "", "ApproxFlorisModel"], [61, 2, 1, "", "UncertainFlorisModel"], [61, 1, 1, "", "map_turbine_powers_uncertain"]], "floris.uncertain_floris_model.UncertainFlorisModel": [[61, 5, 1, "", "copy"], [61, 3, 1, "", "core"], [61, 5, 1, "", "get_expected_farm_power"], [61, 5, 1, "", "get_farm_AEP"], [61, 5, 1, "", "get_farm_power"], [61, 5, 1, "", "get_turbine_powers"], [61, 3, 1, "", "layout_x"], [61, 3, 1, "", "layout_y"], [61, 3, 1, "", "n_findex"], [61, 3, 1, "", "n_turbines"], [61, 5, 1, "", "reset_operation"], [61, 5, 1, "", "run"], [61, 5, 1, "", "run_no_wake"], [61, 5, 1, "", "set"], [61, 3, 1, "", "turbulence_intensities"], [61, 3, 1, "", "wind_directions"], [61, 3, 1, "", "wind_speeds"]], "floris.utilities": [[62, 2, 1, "", "Loader"], [62, 1, 1, "", "check_and_identify_step_size"], [62, 1, 1, "", "cosd"], [62, 1, 1, "", "load_yaml"], [62, 1, 1, "", "make_wind_directions_adjacent"], [62, 1, 1, "", "nested_get"], [62, 1, 1, "", "nested_set"], [62, 1, 1, "", "print_nested_dict"], [62, 1, 1, "", "pshape"], [62, 1, 1, "", "reverse_rotate_coordinates_rel_west"], [62, 1, 1, "", "rotate_coordinates_rel_west"], [62, 1, 1, "", "round_nearest"], [62, 1, 1, "", "round_nearest_2_or_5"], [62, 1, 1, "", "sind"], [62, 1, 1, "", "tand"], [62, 1, 1, "", "wind_delta"], [62, 1, 1, "", "wrap_180"], [62, 1, 1, "", "wrap_360"]], "floris.utilities.Loader": [[62, 5, 1, "", "include"], [62, 4, 1, "", "yaml_constructors"]], "floris.wind_data": [[63, 2, 1, "", "TimeSeries"], [63, 2, 1, "", "WindDataBase"], [63, 2, 1, "", "WindRose"], [63, 2, 1, "", "WindRoseWRG"], [63, 2, 1, "", "WindTIRose"]], "floris.wind_data.TimeSeries": [[63, 5, 1, "", "assign_ti_using_IEC_method"], [63, 5, 1, "", "assign_ti_using_wd_ws_function"], [63, 5, 1, "", "assign_value_piecewise_linear"], [63, 5, 1, "", "assign_value_using_wd_ws_function"], [63, 5, 1, "", "to_WindRose"], [63, 5, 1, "", "to_WindTIRose"], [63, 5, 1, "", "unpack"]], "floris.wind_data.WindDataBase": [[63, 5, 1, "", "check_heterogeneous_inflow_config"], [63, 5, 1, "", "set_layout"], [63, 5, 1, "", "unpack"], [63, 5, 1, "", "unpack_for_reinitialize"], [63, 5, 1, "", "unpack_freq"], [63, 5, 1, "", "unpack_value"]], "floris.wind_data.WindRose": [[63, 5, 1, "", "aggregate"], [63, 5, 1, "", "assign_ti_using_IEC_method"], [63, 5, 1, "", "assign_ti_using_wd_ws_function"], [63, 5, 1, "", "assign_value_piecewise_linear"], [63, 5, 1, "", "assign_value_using_wd_ws_function"], [63, 5, 1, "", "downsample"], [63, 5, 1, "", "plot"], [63, 5, 1, "", "plot_ti_over_ws"], [63, 5, 1, "", "plot_value_over_ws"], [63, 5, 1, "", "read_csv_long"], [63, 5, 1, "", "resample_by_interpolation"], [63, 5, 1, "", "unpack"], [63, 5, 1, "", "upsample"]], "floris.wind_data.WindRoseWRG": [[63, 5, 1, "", "get_heterogeneous_wind_rose"], [63, 5, 1, "", "get_wind_rose_at_point"], [63, 5, 1, "", "plot_wind_roses"], [63, 5, 1, "", "read_wrg_file"], [63, 5, 1, "", "set_layout"], [63, 5, 1, "", "set_ti_table"], [63, 5, 1, "", "set_wd_step"], [63, 5, 1, "", "set_wind_speeds"], [63, 5, 1, "", "unpack"]], "floris.wind_data.WindTIRose": [[63, 5, 1, "", "aggregate"], [63, 5, 1, "", "assign_value_piecewise_linear"], [63, 5, 1, "", "assign_value_using_wd_ws_ti_function"], [63, 5, 1, "", "downsample"], [63, 5, 1, "", "plot"], [63, 5, 1, "", "plot_ti_over_ws"], [63, 5, 1, "", "plot_value_over_ws"], [63, 5, 1, "", "read_csv_long"], [63, 5, 1, "", "resample_by_interpolation"], [63, 5, 1, "", "unpack"], [63, 5, 1, "", "upsample"]]}, "objnames": {"0": ["py", "module", "Python module"], "1": ["py", "function", "Python function"], "2": ["py", "class", "Python class"], "3": ["py", "property", "Python property"], "4": ["py", "attribute", "Python attribute"], "5": ["py", "method", "Python method"]}, "objtypes": {"0": "py:module", "1": "py:function", "2": "py:class", "3": "py:property", "4": "py:attribute", "5": "py:method"}, "terms": {"": [6, 7, 8, 12, 13, 19, 20, 26, 29, 35, 36, 38, 42, 44, 56, 58, 59, 61, 63, 67, 68, 70, 73, 75, 77, 78, 82, 83, 84, 85, 86, 88, 89, 91, 95, 98, 105, 106, 108, 109, 111, 112, 113, 114, 120, 121, 122, 123, 124, 125, 126, 127, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139], "0": [3, 6, 7, 8, 19, 20, 21, 24, 26, 28, 29, 30, 31, 33, 34, 35, 36, 37, 38, 46, 49, 51, 52, 53, 54, 55, 56, 58, 59, 60, 61, 62, 63, 64, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 128, 129, 130, 132, 133, 135, 136, 137, 138, 139], "00": [78, 82, 85, 104, 105, 126, 128, 136], "000": [38, 84, 125, 136], "0000": 68, "000000e": [82, 85], "000005e": 85, "000025e": 85, "0000354608371065": 85, "0000354608371067": 85, "000035e": 85, "001": [38, 49, 59, 92, 93, 96], "0022997713634362762": 105, "002993e": 85, "003": [76, 84, 95], "003155e": 85, "004": [20, 30], "006900e": 85, "007674e": 85, "007874e": 85, "007914e": 85, "007921e": 85, "007944748375735": 85, "0079447483757351": 85, "007945e": 85, "01": [61, 73, 77, 78, 85, 104, 107, 108, 113, 139], "0118889215": 28, "0126238857425684e": 105, "013095e": 85, "013118e": 85, "014190e": 104, "015": 92, "015314e": 85, "015f6874": 68, "015f6874c320efee2c0d1ae76eea4a5b043d69d6": 68, "01684c85": 68, "01684c8559604344bd09791268131819a09770a8": 68, "017900e": 85, "01a02d5f": 68, "01a02d5f91b2f4a863eebe88a618974b0749d1c4": 68, "02": [63, 73, 85, 104, 105], "020444e": 85, "022027e": 105, "022063": [34, 67], "02475670110869": 104, "025": 84, "028029389": 139, "02_visual": 95, "03": [77, 85, 92, 106], "0303": 68, "032036": 67, "032241e": 85, "033764e": 85, "033765e": 85, "033878e": 104, "036": 124, "036191e": 104, "039764341504759e": 104, "03def": 68, "03deffeda91fa8d8ab188d57b9fa302a7be008e0": 68, "03e1f461": 68, "03e1f461c152e4f221fe92c834f2787680cf5772": 68, "04": [33, 34, 84, 85, 99], "041029e": 85, "042592e": 104, "043000e": 104, "04338242": 135, "044059e": 104, "044429e": 104, "044430e": 104, "044483e": 104, "044523e": 104, "044561e": 104, "044633e": 104, "044640e": 104, "044734e": 104, "044745e": 104, "0448379988083718": 104, "044838e": 104, "044839e": 104, "044841e": 104, "04549239944748475": 105, "046487e": 85, "046525e": 85, "046548e": 85, "046624e": 85, "046658e": 85, "046683e": 85, "0466852786523961": 85, "0466852786523977": 85, "046685e": 85, "047025e": 85, "047028e": 85, "048426e": 104, "05": [21, 31, 73, 82, 85, 86, 99, 104, 112, 120], "0517": 68, "0538": 68, "0563691592": 28, "05b900c2": 68, "05b900c228d427bfa8e531527b546cdeb822cfc9": 68, "06": [63, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 94, 95, 98, 100, 101, 102, 104, 105, 106, 107, 108, 109, 111, 112, 113, 114, 116, 117, 118, 119, 121, 122, 123, 124, 125, 126, 128, 129, 135, 137, 139], "060119e": 85, "062072": 67, "063d8b58": 68, "063d8b58464f95520c9887ac4f575e6c1f6880d8": 68, "0648": 68, "0658": 68, "06738": 76, "069800e": 85, "07": [37, 63, 71, 82, 85, 121, 125, 139], "0711": 68, "07184796": 139, "07327580901618738": 105, "076": 76, "076252e": 105, "076258e": 105, "0767990155646": 104, "077": [20, 30], "077700e": 85, "0795": 68, "07a45b66": 68, "07a45b66c5facfea06c40bd82e34040c97560640": 68, "08": [85, 105, 139], "0803": 68, "0816": 68, "0818": 68, "0831": 68, "0850": 68, "08575": 139, "0873": 68, "0875": 139, "08780495": 139, "09": [105, 106], "0901326705": 125, "090132672": 125, "0905": 139, "093049e": 85, "095593e": 82, "09683333": 139, "098656": 78, "099863e": 85, "0_d": 70, "0c2adf3": 68, "0c2adf3e702b6427da946a6ba9dbedbea22738b": 68, "0d2bfecc": 68, "0d2bfecc271d561f67050659684b4797af8ee740": 68, "0e9": 95, "0f": [92, 93], "0m": [76, 94, 100, 101, 102, 104, 107, 108, 112, 120, 128, 139], "0rc1": 68, "0th": 71, "1": [3, 5, 6, 7, 16, 19, 20, 21, 24, 28, 29, 31, 35, 36, 37, 38, 46, 53, 56, 58, 59, 61, 63, 64, 67, 68, 69, 70, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 117, 118, 120, 121, 122, 123, 124, 125, 126, 128, 130, 132, 133, 134, 135, 136, 138, 139], "10": [7, 28, 34, 38, 58, 62, 63, 67, 68, 71, 72, 73, 74, 75, 76, 77, 80, 81, 82, 83, 84, 85, 86, 87, 90, 91, 92, 93, 94, 95, 96, 98, 101, 102, 103, 104, 105, 106, 107, 109, 110, 111, 112, 114, 115, 116, 119, 120, 121, 122, 123, 124, 125, 126, 128, 129, 133, 135, 137, 138, 139], "100": [35, 36, 46, 61, 62, 64, 72, 73, 75, 76, 77, 78, 83, 84, 86, 90, 91, 92, 93, 95, 96, 100, 102, 103, 104, 105, 106, 110, 111, 112, 113, 115, 116, 117, 120, 121, 122, 123, 126, 128, 133, 135, 138], "1000": [71, 72, 87, 88, 89, 90, 91, 94, 95, 96, 100, 101, 104, 106, 107, 108, 111, 112, 115, 116, 123, 124, 125, 126, 128, 133, 135, 139], "1008": 86, "1017": [28, 67], "1037": [28, 67], "1056557846636": 104, "106": 104, "1060": 105, "106372795761": 76, "107": 105, "1088": [34, 67], "109": 105, "10d": 123, "10m": 95, "10mw": [110, 137], "11": [28, 58, 63, 67, 68, 86, 99, 104, 105, 109, 115, 122, 124, 125, 128, 138, 139], "110": 115, "111": 133, "112": 104, "114": 105, "115": 80, "116": 80, "116352660": 123, "116581e": 85, "117": 80, "1176825": 139, "118": 80, "119": [80, 136], "12": [58, 63, 67, 68, 79, 80, 83, 84, 85, 86, 92, 93, 96, 104, 105, 106, 108, 111, 115, 123, 124, 125, 126, 128, 133, 138, 139], "120": [80, 112, 124, 125, 126, 139], "1200": [92, 93, 96, 112], "12082426": 139, "121": 126, "122": 126, "123": 104, "123034e": 105, "1232": 107, "123711e": 85, "124": 105, "125": [59, 99, 136], "1250": 72, "1254852": 139, "125994e": 85, "126": [59, 75, 76, 77, 78, 79, 80, 81, 82, 85, 98, 104, 105, 106, 111, 113, 133, 138], "1260": 133, "126458e": 85, "126762e": 85, "126780e": 85, "126833e": 85, "126860e": 85, "1276": 133, "128": 72, "1282800408328353": 85, "1282800408328355": 85, "128280e": 85, "12890e02": 68, "12890e029a7155b074b9b325d320d1798338e287": 68, "129374e": 85, "13": [21, 58, 63, 67, 68, 82, 85, 86, 104, 105, 115, 124, 125, 139], "130": [102, 128], "131": [104, 105], "13143187628657": 104, "1320346": 139, "1327": 76, "13290157": 28, "1341": 53, "135": [63, 122, 139], "1368463": 139, "137010e": 104, "139": 105, "13925": 105, "1399872": 135, "14": [58, 63, 68, 82, 83, 84, 86, 99, 104, 105, 111, 124, 125, 133, 136, 139], "1400": 72, "142": 104, "142882e": 85, "1440": 133, "145": 86, "1450": 72, "14692690": 62, "147": [86, 105], "148": 86, "15": [58, 63, 68, 72, 73, 75, 77, 78, 79, 81, 82, 86, 96, 102, 104, 105, 106, 109, 111, 113, 121, 122, 124, 125, 128, 133, 136, 139], "150": [77, 90, 98, 104, 124, 125, 133, 136, 139], "1500": [72, 124, 138], "15002186203341": 104, "1501": 112, "150100": 112, "1502": 68, "150879730619": 105, "1511": 105, "1512": 86, "151601": 112, "1527164": 104, "153093e": 85, "15330492": 107, "155": 105, "1561": 135, "1572": 68, "158": 98, "159": 104, "159173e": 104, "15d": 123, "15mw": [107, 108, 136, 137], "16": [42, 58, 63, 68, 80, 81, 82, 84, 85, 86, 92, 93, 102, 104, 105, 111, 115, 124, 125, 126, 128, 133, 139], "160673e": 104, "1618": [33, 67], "16222884": 135, "163": [76, 83, 84, 86, 91, 125, 126, 135], "163057e": 105, "164": 105, "1643": 133, "1644": 133, "16505": 105, "166": 105, "16628a0b": 68, "16628a0ba45a675df762245694e0a7666a3478f8": 68, "16666667": 139, "1681": 68, "1682": 68, "169": 104, "16c": 85, "17": [28, 58, 63, 67, 68, 82, 86, 104, 105, 124, 125, 133, 139], "17166538": 71, "1742": [34, 67], "1748551": 139, "1753": [71, 133, 135], "1753951": 139, "1753954": 139, "177117e": 104, "178": 104, "179367259": 28, "1797": 107, "179999374": 105, "18": [58, 63, 68, 82, 83, 84, 86, 104, 105, 111, 124, 125, 136, 139], "180": [62, 102, 124, 125, 126, 139], "180748e": 85, "181": 105, "181902e": 85, "1872": 76, "18755134299999554": 114, "188": 104, "1899": 68, "19": [58, 63, 68, 85, 86, 104, 105, 124, 125, 139], "1905": 68, "1912673": 104, "1915": 82, "1916": 82, "191637": 139, "1917": 82, "1918": 82, "1919": 82, "1920": 82, "192172230131564e": 104, "193010e": 82, "1956935198672": 104, "1962": 107, "197": 104, "1972": 68, "197285e": 104, "198": [105, 136], "1983": [31, 67], "1996": [24, 67], "1d": [36, 63, 71, 133, 134], "1d03a465": 68, "1d03a465593f56c99a64a576d185d4ed17b659f2": 68, "1d84538c": 68, "1d84538c334a502c6ad7df48b8cc2309d6a6436d": 68, "1darrayfloat": 36, "1e": [88, 104], "1e3": [75, 77, 78, 79, 109, 113], "1e6": [82, 91, 92, 93, 104, 105, 114, 120, 135, 139], "1e9": [76, 83, 84, 86, 120, 133, 139], "1f": [82, 99, 100, 104, 105, 109, 123, 133, 136], "1st": 125, "1th": 63, "2": [3, 6, 7, 19, 20, 28, 29, 31, 34, 37, 42, 44, 58, 61, 62, 63, 64, 67, 68, 70, 71, 73, 74, 75, 76, 77, 78, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 109, 110, 111, 112, 113, 115, 118, 119, 120, 121, 122, 123, 124, 125, 126, 128, 132, 133, 134, 135, 136, 138, 139], "20": [58, 63, 68, 73, 83, 84, 85, 86, 89, 93, 95, 98, 104, 105, 106, 108, 111, 112, 114, 119, 120, 124, 125, 126, 135, 137, 138, 139], "200": [36, 37, 72, 73, 90, 92, 93, 95, 96, 98, 100, 102, 103, 110, 111, 112, 116, 128, 138], "2000": [111, 124, 125, 126, 135, 139], "2002": 62, "200541e": 82, "201": 112, "2010": [21, 67], "2016": [16, 19, 20, 29, 67], "2018": [63, 73, 122, 139], "2019": [19, 20, 29, 67], "2020": [28, 33, 34, 63, 67, 73, 112, 122, 139], "2021": [28, 67, 68], "2022": [28, 67, 68, 112], "2023": [53, 68, 85], "2024": [63, 67, 73, 122, 132, 139], "203810e": 85, "2053762": 139, "206": 104, "207": 104, "208611e": 85, "21": [58, 63, 86, 95, 105, 106, 124, 125, 126, 133, 139], "210": [124, 125, 139], "2108": 71, "2108945": 139, "2118292": 139, "211961e": 85, "212410e": 105, "213373e": 104, "214226e": 85, "2142370269715685": 85, "2142370269715692": 85, "214237e": 85, "215": 105, "21685867": 107, "217228e": 85, "218": 104, "218585e": 85, "219": [63, 73, 122, 139], "219889e2": 68, "219889e243ffc69c71b6f7747f5af751d5694de1": 68, "219949e": 104, "22": [19, 58, 63, 68, 85, 86, 105, 106, 115, 124, 125, 139], "2225": 139, "22330688": 139, "2246402": 125, "2248": 100, "225": [35, 59, 104, 109, 111, 112, 136], "226": 104, "2265": [34, 67], "2268": 86, "2272352": 125, "228": 104, "2280015": 125, "2280814": 125, "228863e": 104, "2289690": 125, "2296892": 139, "2297743": 139, "23": [58, 63, 68, 85, 86, 105, 124, 125, 139], "232": 105, "2323303": 125, "2324102": 125, "2342752": 139, "2352": 133, "2354": [68, 133], "236528e": 105, "237": 95, "237300e": 104, "2396": 68, "24": [36, 58, 61, 63, 76, 85, 86, 104, 105, 124, 125, 133, 136, 139], "240": [78, 90, 112, 113, 124, 125, 139], "240651e": 85, "242": 136, "242130e": 85, "242661e": 105, "243072e": 104, "2434": 68, "245": [84, 104], "245428e": 104, "245654e": 105, "245722e": 85, "246186e": 105, "246614e": 105, "246619819884833": 105, "246620e": 105, "246641e": 104, "246692e": 104, "2487": 107, "249": 105, "2496": 133, "25": [51, 53, 54, 55, 56, 58, 63, 68, 73, 74, 76, 83, 85, 86, 94, 96, 100, 101, 102, 104, 105, 111, 112, 114, 120, 124, 125, 128, 133, 135, 136, 139], "250": [75, 77, 81, 92, 93, 96, 98, 102, 112, 121, 122, 128], "2500": [92, 93, 96], "2501": 68, "2508": 68, "251": 112, "251563e": 104, "251980e": 104, "252082e": 104, "252233e": 104, "252392e": 104, "252433893445541": 104, "252434e": 104, "252482e": 104, "252709e": 104, "2530": 68, "254002e": 85, "254067e": 85, "254089791882446": 85, "254089791882447": 85, "254090e": 85, "25489": 69, "2559": 68, "2565": 68, "2567": 68, "2570": 68, "2577": 68, "2581": 68, "2584": 68, "2586": 68, "2587": 68, "2591": 68, "2593": 68, "2596": 68, "25x": 100, "26": [58, 63, 68, 86, 105, 125], "260": [107, 121, 122, 139], "2600": 103, "2604": 68, "2609": 68, "2614": 68, "261863e": 80, "2620": 68, "2625": 68, "2626": 68, "2635": 68, "264": 104, "2640": 68, "2642": 68, "265": [101, 139], "266": 105, "268": 113, "269": [101, 113], "2691": 68, "26f06d44": 68, "26f06d449da208ce64724b1463b07ad20746cbdc": 68, "27": [58, 68, 86, 105, 139], "270": [62, 71, 73, 74, 75, 77, 84, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 99, 100, 101, 102, 105, 107, 108, 109, 111, 112, 113, 114, 116, 117, 118, 119, 120, 121, 122, 124, 125, 128, 130, 133, 135, 137, 139], "270deg": 95, "271": [101, 113], "272": 113, "2743": 68, "2748": 68, "275": [101, 102, 128, 139], "276012e": 82, "2763": 68, "2767": 67, "2772": 68, "2776": 68, "278": 104, "2783": 68, "2791": 68, "2792": 68, "2796": 68, "28": [28, 29, 58, 67, 85, 86, 104, 105, 106, 120, 133], "280": [62, 75, 101, 102, 107, 128, 133, 139], "2800": [68, 100], "2810": 68, "281127e": 85, "2815": [68, 107], "282": [101, 104], "2821": 68, "2827": 68, "283": 105, "2833": 68, "2841": 68, "2843": 68, "2848": 68, "285": [101, 139], "2850": 68, "28513924": 139, "2860": 68, "2876": 68, "28764524967": 78, "28764525089": 78, "2883": 68, "29": [58, 68, 85, 86, 99, 104, 105], "290": [72, 75, 77, 81, 139], "2926": 68, "2929": 68, "293": 105, "2932": 68, "294": 84, "2945": [124, 125, 126], "2950": 68, "2951": 68, "2952": 68, "295852e": 85, "2959": 68, "2961": 68, "2968": 68, "2971": 68, "2973": 68, "2974": 68, "2993": 68, "299559007": 125, "29955901": 125, "2a98428f": 68, "2a98428f9c6fb9bb4302ae09809441bf3e7162b0": 68, "2aa9f2a5": 68, "2aa9f2a55686f2ee5dc407e8e0223eb25176d906": 68, "2d": [6, 35, 36, 37, 38, 63, 92, 93, 110, 139], "2dccbbd0": 68, "2dccbbd0ca67a274a2aeb9996f262014b3137fc0": 68, "2e6": 135, "2f": [76, 78, 83, 84, 85, 86, 95, 105, 114, 120, 123, 133, 136], "2m": 125, "2x2": 133, "3": [7, 12, 19, 28, 37, 38, 52, 58, 59, 61, 62, 63, 67, 68, 70, 71, 72, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 90, 92, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 115, 116, 117, 120, 122, 123, 124, 125, 126, 128, 132, 133, 135, 136, 137, 138, 139], "30": [52, 53, 58, 73, 77, 86, 91, 95, 98, 105, 106, 109, 111, 112, 115, 124, 125, 126, 135, 136, 139], "300": [72, 73, 78, 97, 103, 105, 112, 113, 115, 124, 125, 139], "3000": [92, 93, 96], "300364e": 105, "3004": 68, "3015": 68, "301762021859162e": 104, "3024": 86, "303427e": 104, "3043": 68, "305": 98, "3051": 68, "305484e": 105, "3063": 135, "306803e": 85, "3073": 68, "3074300": 139, "3088": 68, "309625e": 85, "30mwarn": [76, 94, 100, 101, 102, 104, 107, 108, 112, 120, 128, 139], "31": [58, 85, 86, 126], "310": 139, "311": [92, 93], "311498e": 85, "312": [92, 93], "3129": 68, "3140313": 139, "3142": 107, "315": [99, 112, 133], "3152068732": 124, "317": [68, 105], "31837381": 135, "319": 84, "3190": 68, "3194": 68, "319603e": 85, "31fe1b69": 68, "31fe1b69ff863f0a610aec5b22424382ec3cc933": 68, "32": [24, 58, 85, 86, 106], "322843e": 85, "3278": 68, "328": [76, 77, 83, 84, 86, 91, 125, 126, 135], "33": [58, 80, 81, 82, 85], "330": [124, 125, 139], "3307": 68, "334": 105, "33779269": 68, "33779269e98cc882a5f066c462d8ec1eadf37a1a": 68, "33mcomput": [76, 120, 139], "33mdelet": [101, 102, 128], "33msome": 104, "33mthe": [94, 100, 102, 107, 108, 112, 128], "34": [58, 85, 86], "341467e": 85, "341468e": 85, "3417": 71, "344": 105, "345": 80, "348": 80, "34mflori": [76, 94, 100, 101, 102, 104, 107, 108, 112, 120, 128, 139], "35": [58, 86, 99, 101, 133], "350": [62, 112], "3502505": 139, "3507906": 139, "3507908": 139, "351": 80, "354": [71, 80], "354990": 139, "357": [80, 82], "358": [95, 135], "358544e": 105, "359": 95, "3596": 68, "359719e": 85, "36": [58, 86, 126, 139], "360": [38, 62, 73, 76, 79, 80, 82, 85, 98, 99, 104, 106, 123, 133, 139], "3600": 68, "3618": 86, "361989e": 85, "362152e": 85, "362665e": 85, "3628": 68, "3635": 68, "363523383": 125, "3642": 68, "365": [36, 61, 76, 133], "365430e": 105, "365698e": 85, "3673": 68, "3674": 68, "3682": 68, "368359659844": 105, "3689": 68, "3690": 68, "37": [58, 83, 85, 86, 104, 120], "3701": 68, "3708": 68, "3709": 68, "371836e": 105, "3734": 68, "3736": 68, "3742": 68, "375930e": 104, "376": 95, "3775": 68, "378644e": 85, "3799": 68, "38": [20, 30, 58, 104], "3801": 68, "3824": 68, "3825": 68, "3844": 68, "384477e": 105, "3874": [68, 107], "39": [58, 86, 133], "39012544": 133, "3971": 68, "39c46600": 68, "39c466000b1874e06a6f58da9c30bb877fc8d4d2": 68, "3a": 136, "3b": 136, "3d": [6, 35, 73, 90, 123, 133], "3darrayfloat": 36, "3f": [76, 83, 84, 95, 109, 133, 136], "3rd": 133, "3x1": 133, "3x2": 74, "3x3": [7, 123], "4": [7, 19, 29, 33, 37, 46, 55, 56, 58, 63, 64, 67, 68, 69, 71, 72, 73, 75, 77, 79, 80, 82, 83, 84, 85, 86, 87, 90, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 104, 105, 106, 108, 111, 115, 116, 117, 119, 120, 122, 124, 125, 126, 128, 132, 133, 135, 136, 138, 139], "40": [58, 75, 85, 86, 106, 126], "400": [29, 99, 128, 133], "4000": 111, "4014": 68, "4015": 68, "4026": 68, "4028": 68, "405": 133, "40522998": 133, "4059": 86, "4097": 68, "41": [28, 86], "41073165": 139, "41180004": 139, "411879e": 105, "4128": 68, "415379e": 104, "4154": 71, "4177": 68, "419861e": 85, "42": [85, 105, 106, 133], "4201": 68, "4204": 68, "4232": 68, "4236": 68, "425": [63, 122, 139], "42549368": 107, "4258": 68, "4259": 68, "42786184": 133, "4284": 68, "4295": 68, "43": [86, 126], "4317343665346": 105, "432100e": 105, "4327": 68, "432ee7f9": 68, "432ee7f96c1f6cccd05a0034c86c720cdb63a3e6": 68, "4338": 68, "4344": 68, "4357": 68, "436": 135, "4361": 68, "4365": 68, "4375": 68, "4380": 68, "4387": 68, "44": [86, 114, 124, 126], "4412": 68, "4427005": 135, "4429": 68, "4433": 68, "4436": 68, "4441": 68, "4443": 68, "4448": 68, "4449": 68, "4451": 68, "4454": 68, "4458": 68, "4459": 68, "4460": 68, "4469": 68, "4472": 107, "4479292436": 139, "448231e": 105, "448742": 78, "4489": 68, "4490": 68, "45": [86, 106, 114, 126, 139], "450": [68, 102, 128], "4500": [68, 86], "4509": 68, "4524": 68, "452408e": 105, "452425de": 68, "452425de723cc1640d999022389672caf9bffbd0": 68, "4528": 68, "4534": 68, "454492e": 85, "4547": 68, "456134e": 105, "456216e": 105, "4580679": 133, "4581": 68, "45866005": 105, "4589": 68, "45908051": 139, "45917917": 139, "4596": 68, "4599": 68, "46": [86, 104, 106], "4610": 68, "4612": 68, "4616": 68, "4617": 68, "4620": 68, "4622": 68, "4633": 68, "4638": 68, "464356": 139, "4656": 68, "4657": 68, "4659": 68, "466": 100, "4673": 68, "4675": 68, "467957e": 104, "4682": 68, "4695": 68, "4696": 68, "47": [104, 105], "4703": 68, "4704": 68, "47124259": 139, "47398836": 133, "477332082332224e": 105, "48": [83, 84, 86, 106, 114], "4809": 68, "48278202": 139, "483173e": 85, "4832": 68, "485": 95, "4878": 86, "487938e": 104, "49": 106, "490016e": 104, "4904": 68, "49046772": 135, "4905": 68, "4933": 68, "494": 104, "4946": 68, "4966": 68, "498": [76, 83, 84, 86, 126], "498460e": 105, "4985366": 139, "4990": 68, "4a": 135, "4d": [90, 123], "4d23fa6d": 68, "4d23fa6dd78d0497deb4fd62783f0b3ee4204579": 68, "4d528a3d": 68, "4d528a3d6456621a382d409b5145a877b5414b88": 68, "4x4": 133, "5": [7, 38, 52, 55, 56, 58, 59, 62, 63, 67, 68, 71, 73, 76, 77, 78, 80, 81, 82, 83, 84, 85, 86, 90, 91, 92, 93, 95, 96, 99, 100, 102, 104, 105, 106, 107, 108, 109, 111, 112, 113, 114, 115, 121, 122, 123, 124, 125, 126, 128, 133, 135, 136, 138, 139], "50": [52, 80, 81, 82, 83, 85, 86, 87, 89, 90, 102, 106, 112, 120, 128, 133, 139], "500": [43, 44, 45, 71, 72, 74, 88, 89, 92, 93, 96, 97, 100, 101, 102, 103, 107, 108, 110, 111, 114, 115, 116, 117, 118, 119, 120, 124, 125, 126, 128, 135, 139], "5000": 114, "500000e": 82, "500783e": 104, "500884e": 105, "500m": [100, 103], "5035": 68, "504": 86, "5055": 68, "5059": 68, "506": [19, 20, 29, 67, 135], "5062": 68, "5071": 68, "5079": 68, "50914580386017": 139, "51": [85, 86, 126], "5110": 68, "5126": 68, "515104e": 105, "5155": 86, "51651458": 139, "517815e": 85, "518": 127, "518255e": 105, "518256e": 105, "5194": [28, 63, 67, 73, 122, 139], "52": 106, "523849": 139, "5264": 86, "53": 86, "53008780": 139, "533901e": 85, "5344544204": 139, "534751e": 105, "535": 69, "54": [105, 126], "540": 103, "5400": 112, "541": [19, 20, 29, 67], "5449": 68, "545": 76, "547760e": 105, "55": [86, 104, 106, 126], "550089e": 105, "55426108": 139, "556238165537447": 139, "556498e": 105, "558203e": 85, "559": [21, 67], "5594193344": 125, "56": [68, 86, 104, 106, 126], "561": [69, 133], "5610": 68, "562": 69, "562982e": 105, "56299": 104, "565508e": 85, "567": 72, "57": [83, 106, 126, 133], "572": [21, 67], "5741": 68, "5750": 68, "5754": 68, "575627e": 104, "5775": 68, "5793": 68, "579974e": 85, "58": [20, 30, 86, 106, 126], "5815": 68, "5817": 68, "583": 105, "583923e": 105, "5852": 68, "5855": 68, "58823": 104, "59": [76, 105, 126], "590506e": 104, "5913": 68, "591718e": 105, "5919": 68, "5926": 68, "593341e": 105, "5934": 68, "5936": 68, "5957": 68, "5973": 68, "5974": 68, "5979": 68, "5980": 68, "5987": 68, "598850e": 105, "598999e": 104, "5990": 68, "5992": 68, "599506e": 105, "5997": 68, "59e53a66": 68, "59e53a66aef134a3c9e912f9468ca667b599d4e5": 68, "5d": 123, "5deg": 78, "5e5bb7f4": 68, "5e5bb7f4e653621e7a81ff4bcaa27dbc1f759de7": 68, "5e6": [74, 77], "5mw": [59, 74, 77, 104, 105, 106, 110, 111, 135, 137], "5x5": 68, "6": [19, 21, 29, 33, 58, 63, 67, 68, 73, 75, 77, 78, 79, 80, 82, 83, 84, 85, 86, 96, 99, 100, 102, 104, 105, 106, 111, 113, 115, 117, 120, 121, 123, 124, 125, 126, 128, 133, 136, 138, 139], "60": [46, 86, 102, 106, 109, 113, 120, 124, 125, 126, 128, 139], "600": [46, 68, 112], "6002": 68, "601": 100, "60137709287608": 123, "6015": 68, "6019": 68, "601919e": 104, "6021": 68, "602156e": 104, "6028": 86, "6036": 68, "6038": 68, "6043": 68, "605415e": 104, "6057": 68, "605804e": 104, "607263e": 104, "60771524771": 139, "6091": 68, "61": [24, 67, 105, 106, 120, 126, 136], "610063e": 104, "6105": 107, "6110": 68, "6123": 68, "612383e": 85, "6124d2a8": 68, "6124d2a82a7a823722210bc2e8516d355ba19eb3": 68, "6125": 68, "6127": 68, "6133": 135, "6138": 68, "61400": [63, 73, 121, 139], "6146": 68, "6151": 68, "6185": 68, "6198": 105, "62": [83, 86, 106, 120, 126], "6209": 68, "623317e": 104, "62338371": 125, "623653e": 104, "6241": 68, "6243": 68, "624512e": 104, "6289": 68, "629": 106, "629932e": 105, "63": [86, 120], "630": [95, 133], "6300": 68, "6301": 135, "6348": 68, "636250e": 85, "6367": 68, "637839e": 105, "64": [104, 126, 133], "643": 133, "6432": 68, "644": 133, "6473": 68, "65": [86, 104, 112, 126], "651": 135, "651708e": 105, "651905e": 104, "65196401": 139, "652021e": 104, "653": 133, "65360161": 125, "654785e": 105, "655061": 139, "6596": [34, 67], "66": [80, 81, 82, 85, 105], "660": 105, "661": 133, "662120e": 105, "662462e": 105, "662467e": 105, "662471e": 105, "662824e": 105, "6629687131985063": 105, "66812027": 139, "66815478": 135, "66dafc08": 68, "66dafc08bd620d96deda7d526b0e4bfc3b086650": 68, "67": [86, 120], "67104dd7": 68, "67104dd714de939be136646af68edd9643ddfcd3": 68, "672589453": 139, "67310219": 133, "67666825": 107, "67803679": 107, "67991402794001": 104, "68": [28, 105, 133], "683": 133, "68478734": 133, "68483228": 139, "6867": 68, "6876471": 125, "68820b71": 68, "68820b715ed6b2c981aa11d29c0102e879280d79": 68, "69": [86, 126], "693": 88, "6937388": 139, "695137e": 85, "6955238": 105, "698": 104, "699": 133, "6b9d6bb8": 68, "6b9d6bb8bec6e3ea548f5858e2a8ea5986264fc8": 68, "6c3ddb48": 68, "6c3ddb48b59d286899a8efd5989d741f86c4ade3": 68, "6c4f70ff": 68, "6c4f70ffbf3d4d2922d41d0032ae1b93d8a23c99": 68, "6e3": 87, "6e6": 87, "7": [20, 38, 58, 63, 67, 68, 73, 80, 81, 82, 85, 86, 92, 93, 97, 99, 100, 102, 104, 105, 106, 111, 112, 115, 120, 121, 122, 124, 125, 126, 128, 133, 138, 139], "70": 86, "700": 115, "71": [24, 67, 85, 126, 133], "711141e": 85, "72": [86, 104, 106, 113, 124, 126, 133], "720": 90, "729168e": 85, "729169e": 85, "73": [104, 124, 126], "731003": 139, "733065e": 104, "733127e": 104, "733173e": 104, "733210e": 104, "733258e": 104, "733298e": 104, "733323e": 104, "733350e": 104, "733381e": 104, "733405e": 104, "733430e": 104, "734403997198363": 123, "737": 71, "74": [86, 104, 126], "741": 67, "7432782194630137e": 105, "74431841": 139, "74466975": 107, "74539303": 107, "74778713": 139, "748039e": 104, "75": [83, 84, 86, 102, 105, 106, 112, 126, 128, 139], "750": [72, 112], "753": [106, 133], "756": 86, "76": [77, 83, 84], "76236629": 107, "763045e": 105, "76412771": 139, "764167e": 105, "764168e": 105, "76742879": 68, "76742879c81c9baced49b9fc60abbf1d2eba65ff": 68, "767958e": 105, "768057e": 105, "768156e": 105, "768251e": 105, "77": 86, "77709894": 135, "778": 135, "77ea50d9": 68, "77ea50d9bd5d01f7110dbebf1ba689a25eee9d96": 68, "77fa7155": 68, "77fa7155d55bdf3fd43e29f58fe57feffcb107cf": 68, "78": [105, 133], "780aef7c": 68, "780aef7c7b4b9cafea3e323d536a34a4af5818b4": 68, "7818": 68, "7824": 68, "78380287": 97, "784555": 97, "784796e": 104, "78894454": 139, "78a953b7": 68, "78a953b7ef9a36b62e5b446c80ed68abfddbfb74": 68, "79": 86, "7928": 68, "794": 104, "796398400378": 104, "79700509": 71, "7971": 68, "7996863251832383e": 104, "7c879f1c": 68, "7c879f1ce18b52d9b0a8eecf877d03e66afc975b": 68, "7d": 115, "8": [24, 38, 53, 58, 59, 63, 67, 68, 70, 71, 72, 73, 74, 75, 77, 79, 80, 81, 82, 83, 84, 85, 86, 88, 89, 90, 92, 93, 94, 95, 96, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 124, 125, 126, 128, 129, 132, 133, 135, 136, 137, 138, 139], "80": [62, 76, 83, 84, 86, 91, 112, 125, 126, 135], "800": 133, "80021": 78, "8026": 68, "805289e": 105, "806": [19, 20, 29, 67], "8062": 68, "80999": 139, "81": 86, "812002": 139, "814488e": 85, "815898e": 105, "8174": 68, "818055e": 104, "819653e": 85, "82": [86, 99, 105], "824111e": 85, "824112e": 85, "8285": 68, "829039833000024": 114, "8293": 68, "83": [80, 81, 82, 85, 104], "8302": 68, "8315": 68, "838": 133, "8385": 68, "84": 86, "8436fd78": 68, "8436fd78b002e5792f5d0dd1409332d171036d49": 68, "8448": 68, "8460": 68, "84672946": 133, "8472": 68, "8493": 68, "8499": 68, "85": [24, 67, 86, 99, 133], "8508": 68, "8523": 68, "8540": 68, "8566": 68, "85720431": 133, "859063e": 85, "85dadb1a": 68, "85dadb1a566c9fa8dc84cb9837b98bd5d23b8d58": 68, "86": [86, 133], "860": 84, "8601": 68, "861": 95, "867": 84, "8683": 68, "8685": 68, "86866219604246": 104, "869": 133, "87": [83, 84, 86], "8736": 68, "8744": 68, "8745": 68, "8756": 68, "8760": [36, 61], "876937": 139, "87711173": 125, "88": [59, 74, 99, 111, 136], "881560e": 105, "8817": 68, "883606": 139, "8850": 68, "8864": 68, "8872": 68, "887263e": 85, "887290e": 85, "8874": 68, "888": 72, "8890": 68, "89": [86, 106], "8900": 68, "890530e": 105, "8908ab47": 68, "8908ab47eaa8a3d7e7c9126484b524f751e41f55": 68, "8914": 68, "891421e": 105, "892545e": 104, "8928": 68, "8931": 68, "8933": 68, "8940": 68, "8943": 68, "8961": 68, "8963": 68, "8965": 68, "8973": 68, "8976": 68, "8982": 68, "8983": 68, "898667e": 105, "8987": 68, "898753e": 105, "8990": 68, "8993": 68, "8a2c1a61": 68, "8a2c1a610295c007f0222ce737723c341189811d": 68, "8c637b36": 68, "8c637b36b66069b216cb94ae87d4c0a91e9b211": 68, "8d": 123, "8ece0f5f": 68, "8ece0f5f7d3bfd66f4f83198debf5627344af534": 68, "9": [24, 58, 63, 67, 68, 73, 74, 75, 80, 85, 86, 99, 104, 105, 107, 111, 116, 117, 121, 122, 123, 124, 125, 126, 128, 133, 138, 139], "90": [49, 59, 62, 72, 86, 92, 93, 95, 96, 98, 99, 100, 102, 103, 105, 110, 111, 115, 123, 124, 125, 126, 128, 133, 136, 138, 139], "900": [72, 106, 126], "9001": 68, "9005": 68, "9035": 68, "904": 133, "9040": 68, "904556e": 105, "9047": 68, "9049": 68, "905230e": 105, "9075": 68, "9079128589733": 105, "9089": 68, "9094": 68, "91": [86, 106, 126], "9106": 68, "911": [28, 67], "9114": 68, "9129": 68, "9133": 68, "91342938814": 139, "91346193": 125, "913461933": 125, "9138": 68, "9155": 68, "91825968": 139, "91982043": 107, "92": [74, 133], "92084444": 107, "9229": 68, "924128e": 85, "926": [83, 84], "93": [86, 104], "9320": 68, "932029e": 105, "9326": 68, "9328": 68, "9346": 68, "93523471": 107, "9398": 68, "94": [86, 104], "94196119": 139, "9434": 68, "94522331": 71, "95": [86, 102, 115, 128, 133], "952378": 120, "9525": 139, "95262087": 139, "95445918": [71, 133, 135], "954488e": 85, "96": [86, 106], "961907e": 105, "962574": 120, "962801": 120, "96499273": 139, "96867047": 71, "9698994858535": 104, "97": 106, "9702431": 107, "97368581": 97, "975943e": 85, "97881511": 139, "98": [86, 128], "9817992590079": 105, "98384374": 139, "98b23f3d": 68, "98b23f3d517481b127f190f5f8b7ebfae7f8b6b2": 68, "99": 76, "99076413": 71, "99268393": 126, "99423073": 126, "99780509": 126, "997854e": 85, "99832897": 126, "9984253": 126, "9984493": 126, "99857899": 126, "99861136": 126, "99870166": 126, "9987337": 126, "99879652": 126, "999": 104, "99925553": 126, "99925961": 126, "99955119": 126, "99973137": 126, "99974047": 126, "99975326": 126, "9997615": 126, "99976307": 126, "99978328": 126, "99984102": 126, "99996666": 126, "99996853": 126, "99998934": 126, "9999978": 126, "999999999534": 105, "9b4e85cf": 68, "9b4e85cf1b41ba7001aaba1a830b93e176f3dd43": 68, "9c73a41": 68, "9c73a41eaca95bb718ac79980a1799dfa1c48cf3": 68, "9e96d6c4": 68, "9e96d6c412b64fe76a57e7de8af3b00c21d18348": 68, "9f93ad9b": 68, "9f93ad9bf85e4a0e6baf5b62ea4b3ef143729861": 68, "A": [5, 6, 7, 8, 12, 19, 20, 24, 28, 29, 31, 33, 34, 35, 36, 37, 38, 42, 44, 47, 52, 58, 60, 62, 63, 67, 69, 70, 73, 87, 89, 94, 95, 123, 129, 130, 131, 135, 137, 138, 139], "And": [7, 86], "As": [11, 37, 63, 70, 127, 135, 137, 138, 139], "At": [36, 63, 66, 133, 137, 138], "Be": 69, "But": 139, "By": [63, 73, 74, 139], "For": [7, 9, 11, 16, 31, 33, 34, 36, 37, 60, 64, 69, 72, 73, 74, 77, 78, 82, 87, 89, 93, 100, 102, 103, 107, 109, 110, 113, 126, 128, 130, 132, 133, 135, 136, 137, 138, 139], "If": [7, 12, 36, 37, 38, 39, 42, 44, 56, 59, 60, 61, 62, 63, 69, 73, 76, 94, 100, 101, 102, 113, 128, 129, 130, 132, 137, 139], "In": [7, 15, 16, 52, 61, 64, 67, 69, 70, 71, 72, 79, 81, 86, 87, 89, 94, 95, 100, 104, 107, 120, 123, 124, 126, 130, 133, 136, 137, 139], "It": [3, 5, 26, 36, 61, 63, 65, 66, 69, 71, 73, 75, 86, 100, 102, 105, 106, 107, 129, 132, 133, 134, 135, 136, 138, 139], "Its": [85, 137], "No": [11, 33, 34, 56, 75, 124], "Not": [7, 36, 61, 73, 86, 112], "ON": 39, "Of": 59, "On": 137, "One": [37, 59], "That": [36, 69, 135], "The": [2, 4, 5, 6, 7, 8, 12, 13, 15, 16, 17, 19, 20, 22, 24, 25, 26, 28, 29, 31, 32, 36, 37, 38, 39, 42, 44, 47, 52, 56, 58, 59, 60, 61, 62, 63, 66, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 82, 83, 84, 85, 86, 87, 89, 91, 94, 95, 99, 101, 102, 103, 104, 105, 106, 107, 108, 110, 113, 120, 122, 123, 124, 125, 126, 127, 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139], "Then": [7, 37, 69, 113, 134, 135], "There": [69, 71, 73, 133, 135, 136, 137, 138, 139], "These": [20, 36, 56, 61, 66, 69, 99, 107, 125, 130, 135, 137, 138, 139], "To": [52, 56, 61, 69, 70, 77, 105, 135, 137], "With": [37, 75, 91, 95, 107, 130, 132, 135], "_": [11, 36, 70, 99, 105, 118, 123, 126, 133, 134], "__init__": [2, 132], "__main__": [84, 99, 106, 126], "__name__": [84, 99, 106, 126], "_attr_floris_filt": 60, "_build": 69, "_coeffici": 59, "_description_": [11, 133], "_get_initial_and_final_loc": 126, "_j": 70, "_optim": 105, "_regression_test": 69, "_type_": [11, 133], "_unit_test": 69, "_v4": 137, "_x": 133, "_y": 133, "a23241bb": 68, "a23241bb9e45078e36a4662d48c9d3fe0c3316e4": 68, "a325819b": 68, "a325819b3b03b84bd76ad455e3f9b4600744ba14": 68, "a53": [28, 67], "a_": [28, 70, 135], "a_f": 28, "a_fit": 123, "a_i": 70, "a_j": 70, "a_test": 123, "ab": [104, 106, 128], "ab032826": 68, "ab03282623d0262b20b8c132efcdcace2dace766": 68, "abil": [73, 88, 135], "abl": [60, 70], "about": [36, 49, 62, 69, 72, 125, 128, 137], "abov": [59, 63, 69, 70, 74, 75, 80, 81, 82, 83, 84, 86, 101, 102, 114, 123, 125, 128, 130, 133, 134, 139], "abruptli": 138, "absolut": [4, 5, 59, 60, 127, 137], "abstract": [3, 7, 11, 63, 66], "acceler": 134, "accept": [60, 63, 100, 101, 129, 134, 137, 139], "access": [4, 7, 39, 62, 65, 136], "accomplish": [127, 139], "accord": [73, 74, 78, 86, 128, 130], "accordingli": [91, 135], "account": [7, 63, 70, 83, 84, 86, 94, 107, 108, 126, 127, 139], "accur": [7, 127, 138], "acheiv": 135, "achiev": [19, 70, 136], "acknowledg": 137, "across": [8, 36, 61, 63, 77, 83, 91, 94, 96, 97, 98, 109, 117, 123, 126, 138, 139], "act": 36, "action": 69, "activ": [127, 129, 132, 135, 137], "actual": [7, 69, 82], "actuat": [11, 70, 135], "ad": [11, 15, 19, 20, 21, 24, 26, 37, 56, 61, 69, 93, 127, 137], "adapt": 88, "add": [9, 11, 16, 37, 38, 58, 60, 61, 69, 70, 78, 79, 87, 92, 93, 99, 123, 127, 138], "add_con_group": [44, 45], "add_profil": [37, 99], "add_ref_lin": 37, "add_ref_lines_x2": [37, 99], "add_ref_lines_x3": 37, "add_subplot": [92, 93, 96, 133], "add_var_group": [44, 45], "addit": [2, 20, 24, 37, 38, 63, 69, 78, 107, 127, 130, 133, 136, 137, 138, 139], "addition": [74, 133, 137], "address": [28, 67, 69], "adescrib": 135, "adjac": 62, "adjust": [12, 36, 61, 70, 74, 95, 134], "adn": 139, "adopt": [64, 69], "advanc": 137, "advantag": 126, "aep": [36, 42, 44, 47, 56, 61, 64, 73, 75, 78, 79, 86, 95, 104, 105, 106, 120, 122, 126, 134, 137, 139], "aep_b": 76, "aep_baselin": [83, 84, 86], "aep_fix": 95, "aep_float": 95, "aep_no_wak": 76, "aep_nom": 78, "aep_opt": [83, 84], "aep_opt_with_neighbor": 86, "aep_opt_without_neighbor": 86, "aep_unc_3": 78, "aep_unc_5": 78, "aep_uplift": [83, 84], "aep_uplift_with_neighbor": 86, "aep_uplift_without_neighbor": 86, "aerodynam": [24, 67, 133], "aesthet": [92, 93], "affect": [9, 11, 52, 66, 70, 127, 135], "afmodel": 114, "after": [5, 12, 15, 16, 17, 53, 62, 69, 71, 75, 133], "afterward": 66, "again": [69, 76, 86, 135, 136, 137, 139], "against": [63, 136], "agel": [19, 20, 29, 67, 138], "aggreg": [63, 73, 123], "aggress": 134, "ai": 24, "aid": [70, 137], "aim": 70, "air": [12, 35, 36, 59, 74, 109, 130, 131, 136], "air_dens": [6, 8, 11, 12, 35, 36, 56, 74, 109, 130], "al": [33, 53, 63, 112, 138], "algorithm": [9, 66, 69, 106, 133, 134, 138], "align": [11, 62, 69, 75, 88, 112, 133, 134], "all": [2, 5, 7, 11, 20, 22, 26, 36, 37, 38, 39, 51, 53, 54, 56, 58, 60, 61, 63, 64, 68, 69, 70, 71, 73, 84, 88, 96, 97, 98, 99, 105, 113, 115, 123, 124, 125, 128, 130, 133, 135, 136, 137, 139], "allow": [36, 37, 39, 52, 56, 60, 61, 66, 69, 70, 73, 83, 86, 87, 91, 126, 127, 128, 133, 134, 135, 136, 137, 138, 139], "almost": 99, "alon": 125, "along": [36, 37, 43, 49, 59, 63, 69, 70, 99, 112, 116, 125, 135, 138], "alpha": [20, 30, 38, 70, 112, 124], "alpha_mod": 28, "alreadi": [94, 132], "also": [5, 11, 12, 69, 70, 73, 75, 84, 85, 87, 88, 89, 95, 96, 102, 107, 111, 126, 132, 133, 135, 136, 137, 138, 139], "alter": [134, 135], "altern": [63, 132, 136], "although": 104, "alwai": [7, 20, 99], "ambient": [24, 25, 26, 73, 100, 103, 128, 139], "ambient_ti": [24, 25, 34], "ambient_turbulence_intens": 33, "amin": 67, "amount": [20, 44, 60, 82, 133], "amplitud": [12, 70, 90, 135], "an": [3, 4, 5, 6, 7, 8, 11, 12, 22, 24, 25, 28, 32, 36, 37, 38, 39, 44, 47, 52, 56, 60, 61, 62, 63, 66, 69, 70, 71, 72, 73, 78, 80, 81, 86, 89, 105, 110, 111, 113, 114, 124, 126, 127, 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139], "analysi": [5, 65], "analyt": [28, 64, 67], "analyz": [113, 114, 129], "angl": [11, 12, 19, 20, 21, 29, 36, 38, 49, 51, 53, 54, 55, 56, 61, 62, 70, 74, 77, 80, 81, 82, 83, 84, 85, 86, 93, 94, 95, 96, 99, 105, 107, 109, 127, 131, 135, 137], "ani": [2, 3, 4, 5, 6, 7, 8, 9, 11, 12, 19, 20, 21, 22, 25, 28, 29, 30, 31, 32, 33, 34, 36, 37, 38, 52, 58, 60, 62, 66, 69, 70, 131, 133, 134, 135, 137, 139], "annot": 86, "annotate_coordinate_system": 99, "annual": [36, 42, 44, 47, 56, 61, 75, 76, 86, 104, 120, 122, 133, 134, 139], "anoth": 133, "anticip": 70, "antonio": [21, 67], "anyon": 132, "anyth": 74, "anywher": 136, "ao": 64, "apart": 104, "api": [3, 66, 69], "appear": [38, 70], "append": [92, 93, 95, 109, 112, 123, 137], "appli": [15, 16, 17, 24, 36, 61, 69, 70, 73, 78, 80, 81, 82, 83, 84, 86, 87, 100, 101, 102, 103, 109, 113, 125, 135, 138], "applic": [21, 67, 133], "approach": [19, 67, 121, 134, 136], "appropri": [5, 7, 12, 39, 68, 69, 128, 135, 136], "approxflorismodel": [61, 114], "approxim": [7, 61, 63, 70, 73, 85, 122, 139], "ar": [2, 4, 6, 7, 8, 9, 11, 12, 15, 19, 20, 24, 26, 29, 36, 37, 38, 39, 52, 56, 58, 59, 60, 61, 62, 63, 64, 68, 69, 70, 71, 72, 73, 75, 76, 77, 78, 83, 84, 86, 87, 89, 91, 94, 97, 99, 101, 103, 104, 105, 107, 108, 109, 110, 113, 120, 123, 124, 125, 126, 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139], "arang": [63, 73, 75, 77, 78, 79, 80, 81, 82, 83, 84, 85, 94, 96, 98, 104, 106, 108, 109, 112, 113, 122, 125, 126, 133, 139], "architectur": 69, "area": [7, 8, 37, 64, 70, 100, 102, 126, 128, 134], "aren": [83, 84, 86], "arg": [4, 5, 6, 7, 8, 9, 11, 12, 13, 15, 16, 17, 19, 20, 21, 24, 26, 29, 35, 36, 37, 38, 39, 42, 43, 44, 49, 52, 56, 58, 59, 60, 61, 62, 63, 133], "arguement": 11, "argument": [4, 11, 39, 58, 63, 69, 72, 111, 122, 124, 129, 133, 134, 135, 136, 137], "around": [7, 20, 37, 38, 101, 134], "arrai": [6, 7, 8, 12, 15, 16, 17, 19, 20, 21, 22, 25, 26, 28, 29, 32, 35, 36, 37, 38, 42, 43, 44, 49, 53, 54, 56, 58, 60, 61, 62, 63, 64, 67, 69, 71, 73, 74, 75, 77, 78, 79, 83, 84, 86, 87, 88, 89, 90, 92, 93, 99, 101, 102, 104, 105, 107, 109, 111, 112, 113, 114, 115, 121, 122, 124, 125, 126, 128, 133, 134, 135, 137, 138, 139], "arrang": 7, "arrow": [37, 86], "arrowprop": 86, "art": 105, "articl": 53, "artist": [105, 124], "as_dict": [60, 92, 93, 99, 108, 138], "aspect": [69, 83], "assess": [16, 67], "assign": [36, 63, 73, 77, 122, 129, 133, 139], "assign_hub_height_to_ref_height": [36, 109], "assign_ti_using_iec_method": [63, 73, 121, 139], "assign_ti_using_wd_ws_funct": [63, 73, 121], "assign_value_piecewise_linear": [63, 73, 122, 139], "assign_value_using_wd_ws_funct": [63, 73, 122, 139], "assign_value_using_wd_ws_ti_funct": 63, "associ": [37, 53, 58, 63, 69, 138], "assum": [36, 52, 53, 56, 58, 61, 63, 94, 101, 107, 123, 127, 128], "assumpt": 133, "astyp": 89, "atmospher": [12, 54, 69, 74, 127, 130, 133, 137], "atmospheric_ti_gain": 26, "attain": 93, "attr": 60, "attribut": [4, 5, 6, 7, 12, 13, 37, 58, 60], "auto": [69, 83], "autogener": [68, 69], "autom": 69, "automat": [7, 58, 69, 99, 101], "avail": [35, 37, 69, 87, 109, 129, 130, 134, 135, 137, 138, 139], "averag": [7, 8, 12, 20, 73, 97, 112, 127], "average_method": [7, 8, 11, 12], "average_u_i": [76, 83, 84, 86, 126], "average_veloc": 8, "avg_v": [76, 77, 83, 84, 86, 91, 125, 126, 135], "avoid": [35, 66, 70, 84, 104, 126, 128], "avp": [36, 44, 47, 104, 120, 122, 139], "awai": 135, "awar": 96, "awc": [12, 70, 90], "awc_added_wake_mix": 29, "awc_amplitud": [5, 11, 12, 36, 70, 90, 135], "awc_amplitude_i": 29, "awc_amplitude_resolut": 61, "awc_amplitudes_sort": 5, "awc_frequ": [5, 36], "awc_frequencies_sort": 5, "awc_frequency_i": 29, "awc_mod": [5, 11, 12, 29, 36, 70, 90, 135], "awc_mode_i": 29, "awc_modes_sort": 5, "awc_wake_denomin": [29, 70], "awc_wake_exp": [29, 70], "awcturbin": [11, 135], "ax": [37, 38, 42, 46, 58, 63, 64, 72, 75, 77, 78, 79, 80, 81, 82, 83, 85, 86, 87, 88, 90, 91, 92, 93, 94, 95, 96, 98, 99, 100, 101, 102, 103, 105, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 126, 128, 133, 135, 138, 139], "ax0": [92, 93], "ax_height": 37, "ax_list": [90, 95, 103, 110], "ax_list2": 90, "ax_pow": 90, "ax_width": 37, "axarr": [63, 72, 75, 77, 78, 80, 81, 82, 85, 88, 89, 94, 101, 102, 108, 109, 113, 115, 120, 121, 122, 123, 124, 125, 126, 128, 133, 139], "axarr_pow_ct": 109, "axhlin": 124, "axi": [5, 8, 35, 37, 63, 90, 91, 97, 99, 105, 123, 124], "axial": [7, 12, 24, 26, 29, 70, 112, 135], "axial_induct": [11, 12, 24, 25], "axial_induction_funct": 12, "axial_induction_i": [19, 20, 26, 29, 30, 31, 32, 34, 69], "axis_label": 68, "b": [7, 28, 63, 67, 69, 70, 77, 94, 99, 126, 132, 135], "b4e538f5": 68, "b4e538f530048fec58eaca5170be82c67dbdcceb": 68, "b796bd0f": 68, "b796bd0fd92ba6b91d590f6cb60bb7ab3bca9932": 68, "b797390a": 68, "b797390a43298a815f3ff57955cfdc71ecf3e866": 68, "b_": [28, 70], "b_0": 70, "b_f": 28, "b_i": 70, "back": 70, "backend": 123, "background": [38, 63, 128], "backward": [63, 101], "bai": [28, 67, 138], "bar": [37, 58, 85, 92, 93, 96], "bar_kwarg": 58, "barplot": 85, "base": [6, 7, 9, 11, 15, 16, 17, 19, 28, 31, 33, 34, 42, 53, 61, 62, 63, 70, 73, 79, 85, 92, 94, 95, 104, 111, 112, 120, 122, 127, 133, 135, 136, 137, 138, 139], "base_aep": [104, 105], "base_avp": 104, "base_pow": 135, "baseclass": [3, 11], "baselin": [12, 29, 80, 81, 82, 83, 84, 85, 86, 90, 108, 135], "basemodel": [3, 13], "baseoperationmodel": 11, "basi": 132, "basic": [64, 93, 109, 110, 124, 128, 136, 139], "bastankhah": [19, 20, 28, 29, 67, 138], "bbox": 99, "bbox_dict": [38, 115], "bbox_to_anchor": 99, "bd": [20, 21], "becaus": [83, 84, 86, 103, 104, 120, 124, 126, 138, 139], "becom": 70, "been": [37, 70, 94, 95, 96, 100, 102, 112, 128, 133, 135, 137, 138], "befor": [4, 8, 12, 49, 85, 99, 132, 133, 137, 139], "begin": [70, 99, 134], "behav": 135, "behavior": [63, 94, 95, 100, 102, 128, 133, 134, 135], "behind": [99, 138], "being": [36, 63, 104, 135, 137], "believ": 20, "belong": [4, 79, 86], "below": [62, 66, 69, 70, 83, 84, 86, 94, 95, 103, 107, 130, 133, 134, 135, 136, 138], "benefit": 105, "besid": 73, "best": [69, 137], "beta": [20, 30], "beta_": 70, "better": 7, "between": [20, 37, 38, 42, 44, 62, 70, 72, 73, 83, 84, 86, 89, 94, 95, 98, 106, 114, 124, 134, 135, 136, 139], "bin": [63, 73, 76, 120, 124, 125, 134, 139], "bin_weight": 63, "binari": 62, "bit": 136, "black": [38, 68, 86, 91, 92, 93, 96, 98, 134, 135], "blade": 131, "blank": 123, "blend": [20, 61, 138], "block": [69, 84, 101, 130], "blockag": [33, 67], "blow": 38, "blue": [68, 134], "bnd": 47, "bo": 89, "bodi": 69, "boilerpl": 60, "bokeh": 68, "bokehj": 68, "book": 69, "bool": [11, 12, 13, 20, 34, 36, 37, 38, 39, 42, 44, 52, 56, 58, 61, 62, 63, 89], "bool_": [8, 12, 36], "boolean": [8, 12, 36, 37, 89, 131], "border_line_alpha": 68, "border_line_color": 68, "border_line_width": 68, "both": [59, 70, 78, 85, 86, 87, 89, 95, 97, 101, 104, 108, 113, 114, 126, 132, 133, 135, 137, 138], "bottom": [37, 53, 69, 94, 127], "bottom_left": 68, "bottom_left_yaw_low": 53, "bottom_left_yaw_upp": 53, "bottom_right_yaw_low": 53, "bottom_right_yaw_upp": 53, "boulder": 63, "bounc": 70, "bound": [6, 7, 37, 38, 83, 86, 100, 102, 115, 128, 133], "boundari": [20, 31, 42, 43, 44, 45, 46, 47, 49, 100, 104, 105, 106, 126, 128, 134, 138], "boundary_grid": 43, "boundary_i": [43, 49], "boundary_setback": 43, "boundary_spac": 43, "boundary_x": [43, 49], "boundarygrid": 49, "box": [38, 64, 95, 100, 101, 115], "boxstyl": 38, "branch": [69, 132], "break": 70, "breakpoint": [29, 70, 92], "breakpoints_d": [29, 70, 92], "bridget": [28, 67], "brief": 69, "bring": 5, "broadcast": [64, 73, 137], "browser": 69, "bucket": 124, "buffer": [62, 126], "bug": [129, 132], "build": [36, 69, 101, 112, 120, 137], "build_cosine_loss_turbine_dict": [59, 111, 112, 137], "build_turbine_dict": 111, "built": [69, 127, 134], "bulk": 133, "bundl": 138, "burk": [16, 67], "button": 69, "c": [16, 28, 30, 63, 67, 70, 95, 99, 112, 132, 135], "c0": [76, 83, 84, 86, 87, 90, 91, 111, 112, 125, 126, 135], "c1": [87, 90, 91, 112], "c2006b00": 68, "c2006b0011a5df036c306c15e75763ec492dafda": 68, "c6bc79b0": 68, "c6bc79b0cfbc8ce5d6da0d33b68028157d2e93c0": 68, "c_": 135, "c_f": 28, "c_s1": 28, "c_s2": 28, "c_t": [70, 135], "cach": 69, "calc_baseline_pow": 51, "calcuat": 105, "calcul": [4, 6, 7, 8, 9, 12, 19, 20, 21, 22, 24, 26, 29, 35, 36, 38, 56, 61, 62, 63, 64, 69, 72, 73, 78, 79, 83, 84, 86, 90, 92, 93, 94, 96, 97, 100, 102, 104, 107, 108, 124, 125, 127, 128, 137, 138, 139], "calculate_area_overlap": 9, "calculate_cross_plan": [36, 90, 92, 93, 103, 110, 117], "calculate_horizontal_plan": [36, 37, 72, 90, 92, 93, 95, 99, 100, 102, 103, 110, 112, 115, 128, 133, 138], "calculate_horizontal_plane_with_turbin": [37, 119], "calculate_no_wak": 137, "calculate_pow": 35, "calculate_speed_up": 6, "calculate_tilt_for_eff_veloc": [5, 94], "calculate_transverse_veloc": 20, "calculate_wak": [36, 137], "calculate_wind_spe": 35, "calculate_y_plan": [36, 90, 92, 93, 95, 96, 103, 110, 116, 128], "call": [4, 11, 36, 39, 63, 71, 73, 77, 107, 124, 137], "callabl": [5, 12, 60], "can": [2, 5, 7, 8, 11, 36, 37, 49, 56, 60, 61, 62, 63, 69, 70, 72, 73, 74, 75, 76, 77, 94, 101, 103, 106, 107, 108, 119, 120, 122, 124, 125, 126, 127, 128, 129, 130, 132, 133, 134, 135, 136, 137, 138, 139], "candid": 134, "cannot": 60, "capabl": [37, 73, 74, 103, 137], "capbl": 130, "captur": [19, 20, 29, 67, 69, 131, 138], "care": [136, 138], "case": [36, 53, 59, 61, 63, 64, 69, 70, 73, 78, 81, 83, 84, 85, 86, 89, 91, 99, 101, 103, 108, 113, 115, 119, 120, 126, 129, 132, 137, 138, 139], "cast": 60, "catch": 69, "categori": 129, "caus": [69, 70, 132], "cax": 83, "cbrt": 97, "cc": [68, 79, 82, 133, 138], "cc_aep": 133, "cc_compute_tim": 133, "cc_solver": 9, "cd": 69, "cd146084": 68, "cd14608474be8561c188d2aa7a772b8ac753fb70": 68, "cdot": [134, 135], "ce": 70, "cell_siz": 123, "center": [7, 19, 29, 49, 62, 63, 69, 128, 130], "center_i": [43, 49], "center_x": [43, 49], "center_x1": 35, "center_x2": 35, "centerlin": [21, 70], "centroid": [7, 62], "certain": [73, 78, 81, 139], "chang": [7, 61, 62, 69, 70, 71, 73, 74, 77, 85, 86, 87, 88, 89, 90, 92, 99, 100, 101, 102, 108, 109, 115, 127, 128, 129, 130, 132, 133, 135, 136, 137], "change_resolut": 35, "charact": 123, "character": [21, 63, 67], "characterist": [24, 66, 67], "characteristic_wake_width": [33, 34], "characterst": 135, "chart": 58, "cheap": 134, "check": [4, 5, 6, 7, 12, 46, 59, 60, 63, 69, 132, 134], "check_and_identify_step_s": 62, "check_coordin": 7, "check_floating_tilt_t": 12, "check_for_cp_ct_correct_flag_if_flo": 12, "check_heterogeneous_inflow_config": 63, "check_i": 5, "check_input_file_for_v3_kei": 4, "check_library_path": 5, "check_power_thrust_t": 12, "check_smooth_power_curv": 59, "check_turbine_definition_for_v3_kei": 5, "check_turbine_typ": 5, "check_x": 5, "checklist": 69, "checkout": [69, 132], "child": 63, "choic": [69, 82], "choos": [69, 130], "chosen": [7, 125, 134, 138], "churchfield": [28, 67], "circl": [7, 68], "circlei": 64, "circlex": 64, "circul": 20, "cl": 60, "clariti": 137, "class": [3, 4, 5, 6, 7, 11, 12, 13, 15, 16, 17, 19, 20, 21, 22, 24, 25, 26, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 39, 42, 43, 44, 45, 46, 47, 49, 51, 53, 54, 55, 56, 58, 60, 61, 62, 63, 69, 71, 73, 78, 113, 114, 121, 122, 123, 133, 134, 135, 136, 137, 139], "classic": [31, 138], "classmethod": [4, 7, 58, 60], "clean": 132, "cleaner": 136, "clear": [39, 66, 74], "clevel": [37, 138], "click_polici": 68, "clip": 120, "clockwis": [38, 70], "clone": [69, 132], "close": [104, 134], "closer": 113, "closest": [38, 107], "cluster": [33, 54, 67, 138], "clym": [16, 67], "cmap": [37, 83, 95, 105], "co": [64, 70, 74, 104, 135], "coars": 119, "code": [21, 22, 25, 32, 60, 63, 65, 66, 101, 112, 133, 135, 137, 138], "code_coverag": 68, "coeffici": [7, 12, 19, 20, 29, 58, 70, 82, 91, 94, 107, 108, 127, 131, 135, 137], "col_new": 112, "col_orig": 112, "collabor": [69, 129], "collaps": 137, "collect": [68, 78, 79, 83, 84, 86, 89, 97, 98, 108, 113, 116, 117, 129, 139], "color": [37, 38, 63, 64, 68, 75, 77, 78, 79, 80, 81, 82, 83, 85, 87, 90, 91, 92, 93, 94, 96, 98, 99, 108, 109, 111, 112, 113, 115, 124, 126, 135], "color_bar": [37, 100, 103], "color_map": 63, "colorado": 63, "colorbar": [37, 83, 95, 105], "colormap": [37, 63], "column": [7, 37, 49, 63, 68, 73, 80, 82, 83, 84, 89, 107, 131, 133], "columndatasourc": 68, "com": [62, 69, 88, 112, 132], "combin": [13, 15, 17, 36, 56, 61, 63, 69, 73, 75, 76, 77, 102, 105, 107, 128, 130, 133, 137, 139], "combination_funct": 13, "combination_model": [13, 130, 138], "combination_plot": 138, "come": [69, 131], "command": [11, 69, 71, 129, 132, 133, 137], "commit": [68, 134], "commit_hash": 68, "commit_hash_8char": 68, "common": 139, "commonli": 37, "commun": [69, 129], "compar": [52, 78, 81, 86, 89, 91, 101, 109, 114, 120, 125, 126, 133, 135], "comparison": [52, 112, 113], "comparison_data": 112, "compat": [63, 101, 137], "compil": 69, "complet": [2, 36, 56, 61, 69, 70, 104, 105, 133], "complex": [66, 70, 103, 133, 134], "compon": [5, 7, 20, 26, 37, 62, 69, 133, 138], "compos": 5, "compress": 35, "comput": [6, 9, 24, 26, 31, 36, 58, 61, 63, 64, 69, 70, 75, 76, 78, 85, 87, 88, 94, 95, 96, 107, 120, 122, 123, 127, 133, 135, 136, 137, 138, 139], "computation": [66, 138], "compute_con": [44, 45], "compute_power_curv": 58, "compute_thrust_coefficient_curv": 58, "compute_tilt_angles_for_floating_turbin": 8, "compute_tilt_angles_for_floating_turbines_map": 8, "compute_zero_freq_occurr": [63, 73, 139], "concaten": 86, "concav": 49, "concentr": 124, "concept": 71, "conceptu": 137, "concurr": 84, "conda": [69, 132], "condit": [12, 19, 20, 29, 36, 37, 47, 51, 54, 56, 61, 63, 64, 67, 69, 71, 72, 73, 74, 75, 77, 87, 89, 96, 100, 101, 103, 104, 107, 108, 113, 120, 122, 127, 128, 130, 131, 133, 134, 135, 137, 139], "condition_kei": [12, 136], "conduct": 129, "cone": 31, "confer": [16, 33, 34, 67], "confid": 69, "config_dict": 58, "configur": [2, 5, 6, 36, 39, 58, 61, 69, 72, 100, 101, 103, 105, 115, 129, 130, 133, 134, 136, 137, 139], "configure_console_log": 39, "configure_file_log": 39, "conflict": [66, 69, 132], "conform": 7, "conftest": 69, "conserv": [52, 134], "consid": [35, 61, 79, 86, 88, 101, 130, 133, 136, 138], "consider": [79, 132, 139], "consist": [7, 20, 63, 66, 69, 70, 130], "consol": [39, 120, 130], "consolid": 66, "const_ct_turb": 112, "constant": [24, 31, 63, 70, 75, 77, 78, 80, 81, 87, 89, 90, 94, 101, 112, 113, 114, 130, 135, 138, 139], "constantct": 112, "constitut": 138, "constrain": 104, "constraint": [84, 134], "construct": [128, 133], "construct_hub_height": 5, "construct_rotor_diamet": 5, "construct_turbine_axial_induction_funct": 5, "construct_turbine_correct_cp_ct_for_tilt": 5, "construct_turbine_map": 5, "construct_turbine_power_funct": 5, "construct_turbine_power_thrust_t": 5, "construct_turbine_ref_tilt": 5, "construct_turbine_thrust_coefficient_funct": 5, "construct_turbine_tilt_interp": 5, "construct_turbine_tsr": 5, "construct_undefin": 62, "construct_yaml_binari": 62, "construct_yaml_bool": 62, "construct_yaml_float": 62, "construct_yaml_int": 62, "construct_yaml_map": 62, "construct_yaml_nul": 62, "construct_yaml_omap": 62, "construct_yaml_pair": 62, "construct_yaml_seq": 62, "construct_yaml_set": 62, "construct_yaml_str": 62, "construct_yaml_timestamp": 62, "contain": [2, 5, 7, 11, 12, 13, 36, 37, 38, 52, 59, 60, 61, 63, 66, 68, 70, 72, 76, 100, 102, 107, 124, 125, 128, 131, 132, 133, 134, 137], "content": [61, 63, 123, 130, 132], "context": 64, "continu": [63, 66, 137], "contour": [37, 38, 92, 93], "contrast": [70, 108], "contribut": [19, 26, 69, 70, 88, 93, 132, 138], "contributor": 69, "control": [19, 20, 29, 38, 52, 63, 67, 73, 74, 77, 82, 113, 122, 127, 133, 135, 137, 138, 139], "conveni": [69, 73, 77, 101, 103, 136], "convers": 129, "convert": [4, 5, 12, 60, 63, 73, 87, 107, 133, 139], "convert_floris_input_v3_to_v4": [132, 137], "convert_floris_turbine_v3_to_v4": 137, "convert_to_path": 60, "convert_turbine_v3_to_v4": [132, 137], "convex": 128, "coodin": 123, "coolwarm": [37, 105], "coord": [21, 36, 53], "coordin": [5, 7, 19, 20, 21, 29, 35, 36, 37, 38, 42, 44, 61, 62, 63, 86, 95, 99, 123, 128, 129, 130, 133, 134], "coordinate_label": [37, 99], "copernicu": [28, 53, 67, 85], "copi": [36, 56, 61, 69, 86, 92, 93, 120, 123], "copyright": 132, "core": [36, 38, 61, 64, 65, 76, 77, 83, 84, 86, 87, 91, 92, 93, 94, 96, 97, 99, 108, 109, 115, 118, 125, 126, 132, 133, 135, 138, 139], "corner": [29, 104, 105, 126], "correct": [6, 7, 12, 38, 39, 69, 94, 107, 108, 127, 130], "correct_cp_ct_for_tilt": [5, 8, 11, 12, 94, 95], "correct_cp_ct_for_tilt_sort": 5, "correctli": 69, "correspond": [7, 36, 68, 69, 71, 99, 130, 134, 135, 138, 139], "cosd": 62, "cosin": [11, 12, 59, 62, 74, 131, 137], "cosine_loss_expon": 74, "cosine_loss_exponent_tilt": [8, 12, 59, 111, 131, 135, 137], "cosine_loss_exponent_yaw": [8, 11, 12, 59, 111, 131, 135, 137], "cosinelossturbin": [11, 135], "cost": [61, 134], "could": [7, 20, 83, 84, 86, 87, 88, 136], "count": 37, "counterclockwis": 135, "coupl": [53, 85, 105, 138], "cover": [100, 102, 128], "coverag": [68, 69], "cp": [12, 35, 92, 93, 94, 95, 109, 130, 131], "cp_arrai": 35, "cp_clr": [92, 93, 96], "cp_l": [92, 93, 96], "cp_lw": [92, 93, 96], "cpl": [92, 93], "cpu": 133, "creat": [3, 4, 5, 6, 7, 36, 37, 38, 58, 60, 61, 63, 64, 66, 69, 70, 72, 82, 85, 87, 90, 92, 93, 94, 95, 96, 97, 100, 101, 103, 105, 107, 109, 110, 111, 115, 124, 126, 127, 131, 133, 136, 137, 139], "creation": 69, "crespo": [21, 24, 67], "crespohernandez": [24, 138], "criteria": 7, "critic": [39, 69, 130], "cross": [19, 29, 35, 36, 37, 99], "cross_plan": [35, 90, 92, 93, 110, 117], "cross_plane_2d": 103, "cross_plane_3d": 103, "cross_plane_loc": [92, 93, 96], "cross_profil": 99, "crossplan": 35, "crossstream_dist": [36, 90, 92, 93, 95, 96, 103, 110, 116, 128], "csv": [63, 73, 76, 83, 84, 86, 95, 107, 108, 112, 123, 131], "ct": [12, 20, 21, 28, 29, 30, 33, 34, 94, 95, 109, 112, 130, 131], "ct_fix": 94, "ct_float": 94, "ct_floating_defined_flo": 94, "ct_i": [19, 20, 21, 22, 28, 29, 30, 31, 32, 34, 69, 77], "ctmp": 28, "cubatur": [7, 8, 12], "cubature_coeffici": 7, "cubature_weight": [7, 8, 11, 12], "cube": [8, 97], "cubic": [7, 8, 11, 12], "cubic_cubatur": 8, "cubic_mean": 8, "cumul": [28, 67], "cumulativecurl": 82, "cumulativegausscurlvelocitydeficit": 28, "curl": [7, 28, 35, 67], "current": [7, 9, 12, 20, 21, 26, 36, 37, 61, 63, 69, 70, 85, 94, 95, 104, 105, 107, 108, 129, 130, 131, 133, 135], "curv": [12, 35, 58, 59, 63, 70, 73, 82, 94, 95, 122, 127, 131, 135, 137, 139], "curve_fit": 123, "custom": [37, 38, 63, 73, 99, 121, 122, 131, 134, 138, 139], "custom_ti_func": 121, "custom_value_func": 122, "cut": [36, 37, 117, 133], "cut_in_wind_spe": 56, "cut_out_wind_spe": 56, "cut_plan": [37, 102, 128, 132], "cut_plane_a": 35, "cut_plane_b": 35, "cut_plane_in": 35, "cutplan": [35, 36, 37, 92, 93, 96], "cyan": 68, "cycl": 68, "d": [5, 20, 26, 29, 30, 31, 37, 38, 58, 62, 69, 70, 76, 78, 79, 80, 81, 82, 85, 90, 92, 93, 96, 98, 99, 104, 105, 106, 112, 113, 133, 134], "d18f4d26": 68, "d18f4d263ecabf502242592f9d60815a07c7b89c": 68, "d2f7a45a": 68, "d2f7a45af27a6b40027d6f6a0f4f0be0c6dee5d9": 68, "d5d4b134": 68, "d5d4b1346bd6acba9ba41b4bf546640de162a9d6": 68, "d91953a4": 68, "d91953a499dfb88b457a1e7a07903debbda4058b": 68, "d_i": 70, "darker": 134, "dash": [38, 87, 99], "data": [5, 7, 9, 12, 31, 35, 36, 38, 59, 60, 63, 66, 68, 69, 70, 71, 76, 78, 88, 99, 103, 108, 110, 112, 114, 123, 124, 125, 130, 131, 133, 135, 138], "data_sourc": 68, "datafram": [4, 35, 36, 37, 68], "date": [7, 68, 69], "datetim": 68, "db958c4b": 68, "db958c4b779ffc825689e052958020864cbcde63": 68, "dd847210": 68, "dd847210082035d43b0273ae63a76a53cb8d2e12": 68, "de": 77, "debug": [39, 130], "decai": 31, "decid": [69, 83, 84, 86], "decim": [24, 88, 113, 130], "decis": [66, 69], "declar": [75, 89, 95, 109, 121, 122], "decreas": [63, 135], "dedic": 69, "deem": 39, "deep": [28, 67], "deep_iter": 60, "deepcopi": [92, 93], "def": [69, 70, 92, 93, 99, 121, 122, 123, 133, 138], "default": [7, 8, 11, 12, 19, 20, 24, 26, 29, 35, 36, 37, 38, 39, 42, 44, 52, 56, 58, 59, 61, 62, 63, 64, 70, 73, 74, 78, 79, 80, 82, 85, 99, 111, 113, 122, 125, 134, 135, 137, 139], "defic": 138, "deficit": [4, 9, 15, 16, 17, 19, 26, 29, 31, 32, 36, 37, 69, 70, 93, 130, 135, 138], "deficit_max": 37, "defin": [3, 6, 11, 12, 21, 31, 36, 37, 38, 58, 59, 60, 63, 65, 70, 78, 79, 80, 81, 82, 83, 84, 92, 93, 94, 95, 99, 100, 101, 102, 103, 104, 107, 108, 110, 113, 121, 122, 123, 125, 126, 127, 128, 131, 133, 135, 136], "definit": [4, 5, 12, 58, 99, 107, 109, 127, 130, 131, 136], "deflect": [13, 19, 20, 21, 22, 26, 29, 67, 69, 94, 107, 108, 130, 138], "deflection_field": [28, 33], "deflection_field_i": [30, 31, 32, 34, 69], "deflection_field_y_i": 29, "deflection_field_z_i": 29, "deflection_funct": 13, "deflection_model": [13, 130], "deflection_r": [19, 70], "deg": [12, 19, 29, 49, 59, 73, 75, 77, 78, 79, 80, 81, 82, 83, 85, 86, 90, 94, 98, 101, 109, 112, 113, 124, 133, 135], "degre": [38, 53, 54, 56, 61, 62, 63, 75, 78, 81, 89, 93, 94, 96, 98, 101, 102, 113, 124, 126, 127, 128, 133, 135], "delet": 124, "delimit": 63, "delta": [30, 62, 70], "delta_i": [20, 29, 70], "delta_x": [20, 28], "delta_z": [29, 70], "demonstr": [71, 72, 73, 74, 77, 78, 79, 82, 83, 84, 86, 87, 88, 89, 91, 94, 95, 96, 97, 98, 105, 107, 111, 112, 113, 114, 115, 116, 117, 118, 119, 121, 122, 123, 128, 133, 135, 136, 138, 139], "denomin": 70, "denot": 134, "densiti": [12, 35, 36, 59, 74, 109, 123, 130, 131, 136], "depend": [20, 61, 63, 69, 70, 102, 131, 136], "derat": [11, 74, 77, 88, 137], "deriv": [21, 123, 138], "derive_downstream_turbin": 52, "describ": [4, 20, 28, 46, 59, 66, 69, 70, 106, 126, 129, 133, 134, 135, 138, 139], "descript": [4, 12, 20, 35, 112, 127, 130, 138], "design": [49, 61, 69, 70, 129, 134, 138], "desir": [35, 36, 100, 102, 128, 135], "detail": [4, 7, 20, 33, 34, 36, 53, 59, 60, 61, 64, 69, 78, 128, 129, 132, 137], "detect": 69, "determin": [12, 20, 36, 38, 39, 52, 61, 63, 70, 97, 135, 139], "develop": [7, 20, 66, 68, 95, 129, 133, 138], "deviat": [36, 61, 62, 78, 81, 113], "df": [35, 37, 68, 112], "df25a9cf": 68, "df25a9cfacd3d652361d2bd37f568af00acb2631": 68, "df_opt": [80, 81, 82, 83, 84, 86, 133], "df_opt_geo": 85, "df_opt_scipi": 85, "df_opt_sr": 85, "df_opt_uncertain": 81, "df_opt_with_neighbor": 86, "df_opt_without_neighbor": 86, "df_rowpark": 112, "df_twinpark": 112, "diagon": 125, "diagram": 138, "diamet": [7, 12, 19, 20, 24, 26, 29, 36, 37, 38, 42, 44, 53, 58, 59, 70, 80, 81, 82, 85, 99, 104, 105, 106, 112, 131, 133, 134, 136], "dic": 62, "dict": [3, 4, 5, 6, 7, 8, 11, 12, 13, 15, 16, 17, 19, 20, 21, 22, 24, 25, 26, 28, 29, 30, 31, 32, 33, 34, 36, 38, 44, 58, 59, 60, 61, 62, 63, 69, 139], "dictionari": [4, 5, 6, 7, 11, 12, 13, 36, 38, 44, 58, 59, 60, 61, 62, 63, 69, 92, 93, 100, 103, 105, 134, 135, 136, 137], "didn": 125, "differ": [7, 37, 63, 64, 69, 70, 72, 79, 82, 83, 84, 86, 90, 94, 95, 98, 99, 100, 101, 106, 107, 108, 109, 124, 126, 133, 135, 136, 137, 138, 139], "dimens": [7, 20, 36, 37, 63, 71, 74, 100, 101, 103, 107, 128, 133, 136, 137, 139], "dimension": [6, 37, 60, 64, 103, 109, 130, 131, 133, 139], "dir": 69, "direct": [4, 6, 7, 19, 29, 36, 37, 38, 47, 52, 54, 55, 56, 61, 62, 63, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 83, 84, 85, 86, 87, 90, 94, 95, 98, 99, 100, 101, 103, 104, 105, 106, 107, 109, 112, 113, 114, 115, 116, 117, 120, 121, 122, 123, 124, 125, 126, 127, 128, 130, 133, 134, 137, 138, 139], "directli": [31, 36, 42, 56, 66, 69, 75, 76, 84, 99, 101, 127, 128, 130, 137, 138, 139], "directori": [5, 69, 78], "disabl": [36, 74, 75, 77, 105, 134, 135], "disable_combin": 77, "disable_combination_str": 77, "disable_turbin": [36, 74, 77, 88, 89], "disc": [70, 103], "discard": 137, "discontin": 49, "discontinu": 70, "discontinuous_grid": 49, "discourag": 134, "discuss": [28, 67, 69, 129, 137], "disjoint": 134, "disk": [11, 135], "disp": 104, "displai": [37, 39, 58, 63, 69, 125, 136, 139], "distanc": [24, 26, 29, 36, 38, 42, 44, 46, 70, 72, 99, 106, 112, 115, 134], "distance_from_boundari": [44, 45], "distance_pmf": [46, 106, 134], "distinct": 136, "distract": 69, "distribut": [7, 36, 56, 61, 69, 104, 105, 106, 123, 138], "diverg": 52, "divid": [62, 65, 76, 77, 83, 84, 86, 91, 125, 126, 135], "divis": 62, "dk": 123, "dm": 20, "do": [31, 37, 52, 69, 83, 84, 86, 104, 129, 133, 137, 139], "doc": [69, 136], "document": [68, 130, 138], "doe": [3, 5, 36, 38, 52, 60, 63, 69, 84, 94, 107, 108, 125, 133, 135], "doekemeij": [28, 67], "doesn": [37, 49, 60, 85], "doi": [28, 34, 63, 67, 73, 122, 139], "dollar": [104, 120, 122], "domain": [7, 19, 29, 36, 64, 102, 126, 128, 133, 139], "domin": 134, "done": [69, 73, 76, 83, 84, 86, 87, 88, 125, 128], "dot": [70, 87, 134], "doubl": 69, "doubt": 66, "down": [37, 74, 83, 84, 86, 88, 92, 93, 107, 128, 130, 132], "download": 132, "downsamp": 37, "downsampl": [63, 73, 139], "downstream": [7, 9, 19, 20, 24, 26, 29, 36, 37, 38, 52, 53, 70, 77, 78, 86, 87, 89, 99, 103, 112, 113, 117, 135], "downstream_dist": [4, 36, 90, 92, 93, 99, 103, 110, 117], "downstream_distance_d_i": [19, 26], "downstream_dists_d": [37, 99], "draw": 124, "drawn": 99, "drive": [63, 65, 66, 120, 133], "driver": 105, "dropdown": [69, 138], "dtu": 123, "dtype": [4, 5, 6, 7, 8, 9, 11, 12, 36, 37, 58, 62, 79, 86], "dudz_initi": 20, "dudz_initial_sort": 6, "due": [19, 26, 29, 56, 59, 69, 70, 79, 91, 94, 95, 96, 105, 107, 108, 130, 131, 135], "duplic": 136, "dure": [42, 44, 68, 88], "dx": [52, 67, 70], "dy": 52, "dynam": 39, "e": [5, 9, 34, 35, 36, 38, 52, 61, 67, 69, 70, 73, 78, 82, 99, 104, 105, 107, 120, 122, 130, 132, 134, 135, 137, 139], "e6906fe": 68, "e6906feebdee6bdd2103f0bd390679e6a1b0052d": 68, "e9231fb8": 68, "e9231fb893c765b723fa4c1e087a58761b6aa471": 68, "e9c90aa5": 68, "e9c90aa521917e587dd9497d529822f359eec3e2": 68, "each": [6, 7, 8, 9, 12, 16, 26, 36, 37, 38, 47, 56, 58, 61, 62, 63, 64, 69, 70, 71, 72, 73, 74, 75, 76, 87, 91, 92, 93, 94, 95, 99, 101, 102, 103, 107, 108, 109, 118, 120, 122, 124, 125, 127, 128, 132, 133, 134, 135, 136, 137, 138, 139], "earli": 69, "earliest": 130, "easi": [39, 134], "easier": 137, "easiest": 133, "easili": [69, 75], "east": [79, 104, 105, 123, 128], "east_row": 123, "ebd70eca": 68, "ebd70ecaef14c0e239337eb6e36506303378a31a": 68, "edg": [38, 63], "edgecolor": 38, "edit": [37, 69], "eff_vel": 94, "effect": [8, 9, 19, 20, 28, 29, 35, 36, 52, 56, 58, 61, 67, 70, 82, 86, 88, 90, 92, 93, 94, 95, 108, 120, 127, 131, 133, 135, 138], "effective_wind_spe": 88, "effici": [59, 66], "effort": 129, "either": [5, 36, 58, 60, 63, 69, 71, 73, 79, 103, 130, 131, 135], "electr": [36, 63, 73, 104, 120, 122, 137, 139], "element": [7, 29, 37, 62, 71, 76, 105], "eli": 88, "elif": [83, 84, 86, 98], "ell_": 70, "els": [83, 84, 86, 109, 124, 136], "emgauss": [9, 68, 70, 92, 93, 98, 138], "emgauss_fix": 95, "emgauss_flo": 95, "emgauss_floating_fixedtilt15": 96, "emgauss_floating_fixedtilt5": 96, "emgauss_helix": [90, 135], "emilio": [21, 67], "emphas": [36, 56, 61, 138], "empir": [19, 26, 29, 68, 95, 96, 98], "empirical_gauss": [92, 93], "empirical_gauss_model_wake_width": 29, "empirical_gauss_solv": 9, "empiricalgaussvelocitydeficit": 29, "empiricalgaussvelocitydeflect": 19, "empti": 29, "enabl": [2, 7, 9, 39, 42, 44, 52, 64, 69, 70, 73, 82, 90, 94, 105, 107, 128, 130, 131, 133, 134, 135, 137, 139], "enable_active_wake_mix": [13, 70, 130, 137], "enable_geometric_yaw": [42, 44, 46, 47, 105, 134], "enable_secondary_st": [13, 130], "enable_transverse_veloc": [13, 130], "enable_yaw_added_recoveri": [13, 70, 130], "encount": [76, 77, 83, 84, 86, 91, 124, 125, 126, 135], "encourag": [129, 134], "end": [62, 64, 69, 70, 114, 133, 134, 136, 137], "end_tim": [83, 84], "energi": [19, 20, 21, 28, 29, 36, 44, 47, 56, 61, 63, 64, 67, 73, 75, 76, 86, 104, 120, 122, 133, 134, 139], "enforc": [63, 69], "engag": [69, 91], "engin": [24, 67, 129, 133], "enhanc": [70, 135], "enough": 91, "ensur": [5, 7, 60, 69, 70, 136], "entail": 134, "entir": [7, 21, 36], "entri": [5, 36, 59, 66, 71, 93, 110, 129, 133, 135, 139], "enumer": [3, 75, 82, 92, 93, 96, 98, 99, 123, 126, 139], "env": 132, "environ": [69, 132], "ep": [43, 49, 104], "eps_gain": 20, "equal": [6, 12, 36, 43, 49, 53, 54, 56, 61, 63, 64, 95, 99, 126, 133, 134, 137], "equat": [20, 63, 135], "equival": [36, 76, 89, 97, 101, 121, 122, 139], "error": [4, 39, 60, 62, 63, 69, 73, 109, 128, 130, 135, 136], "especi": 133, "essenti": [70, 71], "establish": [7, 35, 104, 105], "estim": [36, 52, 53, 56, 61], "estimate_weibul": 123, "et": [33, 53, 63, 112, 138], "etc": [54, 61, 69, 139], "euclidean": 134, "evalaut": 135, "evalu": [11, 83, 84, 85, 104, 105, 131, 134, 135, 137], "even": [66, 124], "evenli": [7, 62, 63, 104], "event": 69, "everi": [9, 36, 37, 55, 56, 58, 61, 69, 83, 84, 86, 107, 126, 133, 136], "everyth": [5, 69], "exact": [70, 135], "exactli": [120, 136], "exagger": 105, "exampl": [7, 12, 36, 37, 52, 56, 61, 62, 69, 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139], "example_turbin": 111, "examples_heterogen": 128, "examples_uncertain": 78, "examples_visu": 72, "examples_wind_resource_grid": 139, "except": [36, 39, 58, 63, 71, 73, 84, 100, 124, 136, 138, 139], "excit": [12, 69, 70, 135], "exclud": [52, 58, 79, 86, 136], "exclude_downstream_turbin": [51, 54, 55, 56, 83, 84, 86, 133], "exclus": 133, "execut": [69, 84, 129, 137], "exercis": [66, 69], "exist": [5, 12, 38, 58, 60, 66, 69, 112, 128, 137, 138], "exit": [85, 104, 105, 137], "exp": 123, "expand": [29, 35, 61, 64, 66, 78, 100, 102, 113, 128], "expand_farm_properti": 5, "expans": [29, 92, 113, 138], "expect": [12, 36, 37, 59, 61, 63, 66, 69, 70, 73, 75, 114, 125, 133, 137, 139], "expected_farm_pow": [76, 125, 139], "expected_farm_valu": 139, "expected_turbine_pow": 125, "expected_turbine_powers_first": 125, "expected_turbine_powers_last": 125, "expens": 134, "experienc": 135, "experiment": [19, 20, 29, 67], "expert": [66, 134], "explicit": 70, "explicitli": [39, 63, 99, 105, 130, 133], "expon": [12, 24, 36, 59, 70, 74, 124, 125, 126, 130, 131, 135], "export": [39, 60], "expos": 134, "express": [24, 66, 70, 93, 110, 134], "extend": [86, 129], "extens": [130, 131], "extent": [7, 36, 37, 99], "extern": [58, 130, 131, 136], "extra": [4, 69, 70, 89, 132, 135, 137], "extract": [4, 35, 36, 69, 73, 99, 100, 103, 110, 112, 133, 135], "f": [73, 75, 76, 78, 97, 98, 99, 100, 101, 102, 104, 105, 108, 114, 115, 120, 121, 123, 124, 126, 128, 133, 134, 135, 136, 139], "f2797fef": 68, "f2797fef396f2f19b02abb1f9555b678dac614f1": 68, "f6e4287f": 68, "f6e4287f712cc866893e71b1ea7a7546e4567bf9": 68, "f_model_2": 89, "f_model_3": 89, "f_model_subset": 86, "facecolor": [38, 86, 99, 115], "facilit": [107, 108, 137], "fact": [83, 84, 86], "factor": [6, 12, 20, 24, 26, 29, 35, 70, 135], "fail": 69, "faith": 112, "fals": [11, 12, 36, 37, 38, 39, 42, 44, 46, 47, 51, 52, 54, 55, 56, 58, 61, 63, 70, 72, 73, 74, 77, 80, 81, 84, 88, 94, 115, 124, 126, 128, 130, 137, 138], "far": [19, 20, 70, 138], "farm": [2, 4, 7, 9, 16, 28, 33, 36, 37, 38, 43, 49, 51, 52, 53, 54, 56, 61, 63, 64, 65, 67, 68, 71, 72, 73, 74, 76, 78, 80, 81, 82, 83, 84, 85, 87, 88, 90, 91, 92, 93, 94, 96, 98, 100, 109, 113, 114, 115, 120, 122, 125, 130, 133, 134, 135, 136, 137, 138, 139], "farm_height": [43, 49], "farm_pow": [71, 75, 139], "farm_power_bas": 79, "farm_power_baselin": [80, 81, 82, 83, 85, 86, 133], "farm_power_neighbor": 79, "farm_power_no_wak": 75, "farm_power_opt": [80, 81, 82, 83, 85], "farm_power_opt_with_neighbor": 86, "farm_power_opt_without_neighbor": 86, "farm_power_yaw": 133, "farm_powers_nom": [78, 113], "farm_powers_unc_3": [78, 113], "farm_powers_unc_5": 78, "farm_width": [43, 49], "fashion": 29, "fast": [85, 134], "faster": [61, 83, 84, 86, 124, 133], "favor": 136, "fc": [85, 104, 105], "featur": [63, 66, 69, 129, 132, 134, 135], "feel": 11, "fernando": [19, 20, 29, 67], "fetch": 69, "few": [66, 69, 109, 126, 130, 132, 136, 137, 138, 139], "fewer": [63, 73], "fi": [49, 104, 133, 137], "fiction": [107, 108, 131], "field": [6, 7, 8, 9, 12, 15, 16, 17, 19, 20, 21, 24, 25, 29, 35, 36, 37, 56, 59, 64, 66, 70, 72, 88, 90, 100, 102, 103, 116, 117, 128, 135, 137, 138], "fig": [37, 58, 64, 72, 75, 77, 78, 79, 80, 81, 82, 83, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 98, 99, 100, 101, 102, 103, 105, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 128, 133, 135, 138, 139], "fig0": [92, 93], "fig2": 90, "fig_kwarg": [58, 136], "fig_pow": 90, "fig_pow_ct": 109, "figsiz": [72, 75, 77, 78, 80, 81, 82, 83, 85, 90, 94, 95, 99, 101, 102, 103, 108, 109, 110, 113, 115, 116, 117, 119, 120, 121, 122, 123, 124, 125, 126, 128, 133, 136, 138, 139], "figur": [37, 38, 58, 63, 68, 73, 77, 92, 93, 96, 99, 109, 122, 125, 133, 134, 135, 136, 139], "file": [2, 4, 5, 36, 39, 44, 58, 60, 61, 63, 69, 70, 71, 73, 83, 93, 103, 107, 108, 110, 115, 124, 125, 126, 129, 132, 133, 135, 136, 138, 139], "file_nam": [58, 59, 111], "file_path": [58, 63, 111], "fileexistserror": 60, "filenam": [4, 5, 59, 62, 63], "filetyp": 4, "fill": [6, 38, 69, 86, 100, 102, 128], "fill_between": [90, 91], "fill_color": 68, "fill_valu": 6, "filter": [8, 12, 39, 105], "filterwarn": [71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126], "final": [3, 4, 5, 6, 70, 72, 78, 82, 85, 106, 124, 126, 129, 134, 138], "find": [47, 53, 54, 55, 69, 85, 101], "find_length": 43, "finder_for_viz": 36, "findex": [6, 12, 36, 37, 61, 64, 71, 74, 75, 76, 88, 97, 101, 102, 107, 118, 128, 133, 135, 137], "findex_for_viz": [36, 37, 72, 102, 128], "findic": [36, 61, 102, 128], "finer": 73, "finish": [83, 84], "finit": 135, "first": [7, 36, 38, 49, 62, 63, 72, 74, 77, 82, 85, 86, 88, 89, 99, 101, 102, 104, 105, 110, 123, 124, 125, 126, 129, 131, 132, 133, 135, 138], "first_three_yaw_angl": 93, "fit": [69, 70, 123, 133, 135, 136, 138], "fix": [35, 54, 61, 63, 69, 73, 77, 94, 96, 98, 123, 125, 126, 127, 132, 135], "fix_yaw_to_nominal_direct": 61, "flag": [12, 20, 37, 61, 63, 66, 107, 131], "flatten": [63, 72, 77, 78, 83, 84, 90, 92, 93, 94, 95, 96, 98, 101, 103, 109, 110, 113, 115, 123, 126, 133, 139], "fleme": [19, 20, 28, 29, 67, 134], "flexibl": [101, 102, 137], "float": [3, 4, 5, 6, 7, 8, 11, 12, 19, 20, 21, 22, 24, 25, 26, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 42, 43, 44, 49, 52, 53, 56, 59, 60, 61, 62, 63, 131, 133, 136, 139], "float64": [4, 5, 6, 7, 8, 9, 11, 12, 36, 37, 58, 62], "floating_tilt_t": [12, 94, 95, 127], "flori": [64, 65, 70, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 126, 127, 128, 130, 131, 134, 135, 136, 138], "floris_array_convert": 60, "floris_dict": 99, "floris_float_typ": 60, "floris_model": [37, 66, 76, 98, 101, 102, 104, 120, 128, 132, 139], "floris_numeric_dict_convert": 60, "floris_vers": [4, 130], "florisinterfac": [130, 133, 136, 137], "florismod": 128, "florismodel": [36, 37, 38, 42, 44, 52, 56, 61, 63, 64, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 125, 126, 129, 133, 134, 135, 137, 138, 139], "flow": [6, 7, 9, 11, 15, 16, 17, 19, 21, 24, 29, 35, 36, 37, 56, 63, 69, 70, 72, 73, 88, 90, 95, 96, 98, 100, 102, 103, 105, 112, 115, 116, 117, 118, 122, 128, 135, 138, 139], "flow_data": 35, "flow_field": [4, 9, 19, 20, 21, 22, 28, 29, 30, 31, 32, 33, 34, 36, 37, 38, 61, 69, 97, 107, 108, 118, 130, 133, 137, 139], "flow_field_grid": [9, 130], "flow_field_planar_grid": 130, "flow_visu": [66, 72, 90, 92, 93, 95, 96, 99, 100, 102, 103, 110, 112, 115, 116, 117, 118, 119, 128, 129, 132, 133, 138], "flowdata": 35, "flowfield": [4, 5, 6, 9, 19, 20, 21, 22, 28, 29, 30, 31, 32, 33, 34, 36, 61, 69, 130], "flowfieldgrid": [7, 9, 69], "flowfieldplanargrid": [7, 9, 69], "flowviz": [90, 95, 99, 110, 112, 118, 119, 138], "fluid": [19, 20, 28, 29, 67], "fmodel": [37, 38, 42, 43, 44, 45, 46, 47, 51, 52, 53, 54, 55, 56, 63, 64, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 90, 91, 92, 93, 95, 96, 97, 98, 99, 100, 101, 102, 104, 105, 106, 107, 108, 109, 110, 111, 113, 114, 115, 116, 117, 118, 119, 120, 125, 126, 128, 129, 133, 135, 137, 138, 139], "fmodel_15": 96, "fmodel_2": 89, "fmodel_2d": 103, "fmodel_3": 89, "fmodel_3d": 103, "fmodel_5": 96, "fmodel_cc": 133, "fmodel_dict": [92, 93], "fmodel_dict_mod": [92, 93, 108], "fmodel_fix": [94, 95], "fmodel_flo": [94, 95], "fmodel_floating_defined_flo": 94, "fmodel_gch": 133, "fmodel_hs_1": 108, "fmodel_jensen": 133, "fmodel_list": 36, "fmodel_merg": 36, "fmodel_new": 112, "fmodel_orig": 112, "fmodel_time_seri": 120, "fmodel_wind_ros": 120, "fmodel_wind_ti_ros": 120, "fn": 60, "focu": 20, "focus": 129, "folder": [72, 128, 130], "follow": [6, 7, 12, 24, 36, 59, 61, 63, 69, 70, 74, 76, 83, 97, 99, 101, 108, 113, 125, 129, 132, 133, 134, 135, 136, 138, 139], "font": [38, 83, 136], "fontsiz": [42, 83, 92, 93, 99, 136], "foral": 134, "forc": [135, 139], "forg": [69, 132], "forget": 137, "fork": 69, "form": [19, 35, 69, 70, 101, 107, 129, 133, 139], "format": [59, 60, 63, 69, 82, 83, 84, 85, 86, 92, 93, 95, 96, 105, 124, 130, 131, 133, 139], "formatt": [68, 69], "formul": [19, 20, 24, 49, 64, 66, 138], "forward": 138, "found": [60, 69, 124, 137, 138], "four": [98, 133, 138], "frac": [70, 135], "fraction": [24, 113, 131, 135], "frame": 52, "framework": [36, 69, 129, 133], "free": [11, 20, 91, 98, 129], "freedom": [94, 127], "freestream": [6, 9, 15, 17, 100, 102, 103, 112, 128], "freestream_veloc": [9, 20, 22, 76, 83, 84, 86, 91, 125, 126, 135], "freq": [36, 56, 61, 73, 76, 78, 84, 106, 123], "freq_col": [63, 73, 76, 83, 84, 86, 95, 123], "freq_tabl": [63, 73, 76, 104, 105, 106, 123, 139], "freq_table_unpack": 63, "freq_table_w": 123, "freq_table_wd": 123, "freq_test": 123, "freq_val": [73, 76, 83, 84, 86, 95, 123], "frequenc": [36, 47, 56, 61, 63, 73, 75, 76, 82, 83, 84, 86, 104, 105, 106, 120, 123, 134, 135, 139], "friendli": 60, "from": [4, 5, 7, 12, 19, 21, 26, 31, 35, 36, 37, 38, 44, 49, 52, 56, 58, 59, 60, 61, 62, 63, 64, 66, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 128, 129, 133, 134, 135, 136, 138, 139], "from_dict": 60, "from_fil": 4, "from_internal_librari": 136, "from_librari": [58, 136], "from_turbine_dict": [58, 136], "from_yaml": [58, 136], "fromdictmixin": 60, "front": 74, "ftol": 104, "full": [4, 9, 58, 59, 69, 73, 83, 84, 86, 87, 126, 130, 134], "full_flow_cc_solv": 9, "full_flow_empirical_gauss_solv": 9, "full_flow_sequential_solv": [9, 69], "full_flow_turbopark_solv": 9, "fullflowgrid": 37, "fulli": [11, 60, 100, 102, 128], "func": [44, 45, 63], "function": [0, 3, 4, 5, 6, 8, 9, 11, 12, 15, 16, 17, 19, 20, 21, 22, 24, 25, 26, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 42, 46, 49, 52, 53, 54, 56, 59, 60, 61, 62, 63, 66, 69, 70, 71, 72, 73, 75, 76, 82, 84, 85, 86, 89, 90, 92, 93, 99, 100, 101, 102, 103, 104, 105, 106, 110, 115, 121, 122, 123, 127, 129, 133, 134, 135, 136, 137, 139], "fundament": 66, "further": [37, 70, 72, 78, 99, 134, 135, 137], "furthest": 126, "futur": [60, 66, 105, 129, 131], "g": [34, 36, 38, 67, 73, 78, 82, 85, 99, 104, 105, 107, 120, 122, 126, 134, 139], "g_": 70, "gain": [19, 29, 70, 83, 85, 92, 93], "gamma": [20, 106, 135], "gamma_i": 70, "gamma_j": 70, "gauss": [19, 29, 68, 76, 77, 83, 84, 86, 91, 96, 98, 99, 112, 125, 126, 135], "gaussian": [20, 26, 29, 34, 61, 67, 78, 95], "gaussian_funct": 30, "gaussvelocitydeficit": 30, "gaussvelocitydeflect": 20, "gayl": [33, 67], "gca": 105, "gcf": 105, "gch": [52, 64, 68, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 91, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 109, 111, 113, 114, 115, 116, 117, 118, 119, 120, 125, 126, 128, 133, 135, 139], "gch_aep": 133, "gch_compute_tim": 133, "gch_fix": 94, "gch_float": 94, "gch_floating_defined_flo": 94, "gch_heterogeneous_inflow": 103, "gch_multi_dim_cp_ct": [107, 108], "gch_multiple_turbine_typ": 110, "gemoetr": 85, "gener": [3, 5, 7, 26, 31, 36, 37, 59, 60, 61, 63, 64, 65, 66, 67, 69, 73, 76, 82, 85, 101, 103, 104, 105, 106, 110, 111, 112, 114, 120, 124, 125, 126, 129, 133, 137, 138], "general_librari": [53, 54], "generate_heterogeneous_wind_map": 6, "generate_wake_visu": [92, 93], "generator_effici": [59, 111, 137], "geo_farm_pow": 85, "geometr": [42, 44, 85, 105], "geometri": [53, 85], "geometric_yaw": 53, "geoopt": 85, "geq": 134, "get": [35, 36, 62, 63, 71, 77, 83, 84, 86, 88, 92, 93, 99, 100, 101, 104, 105, 107, 109, 112, 123, 125, 129, 132, 139], "get_cubature_coeffici": 7, "get_expected_farm_pow": [36, 61, 75, 76, 114, 125, 139], "get_expected_farm_valu": [36, 139], "get_expected_turbine_pow": [36, 125, 139], "get_farm_aep": [36, 56, 61, 75, 76, 78, 83, 84, 86, 95, 104, 105, 120, 129, 137, 139], "get_farm_aep_with_wind_data": 76, "get_farm_avp": [36, 104, 120, 139], "get_farm_pow": [36, 56, 61, 71, 75, 78, 79, 83, 84, 85, 86, 111, 113, 114, 133, 139], "get_heterogeneous_map": [126, 139], "get_heterogeneous_wind_ros": [63, 126, 139], "get_label": 105, "get_major_tick": 83, "get_operation_model": 36, "get_optimized_loc": 44, "get_param": 36, "get_plane_from_flow_data": 35, "get_plane_of_point": 36, "get_power_profil": 35, "get_turbine_ai": 36, "get_turbine_layout": [36, 129, 133], "get_turbine_pow": [36, 56, 61, 71, 75, 77, 78, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 100, 101, 107, 108, 109, 113, 129, 133, 135, 137, 139], "get_turbine_powers_multidim": 107, "get_turbine_thrust_coeffici": [36, 91, 94, 135], "get_turbine_ti": 36, "get_wake_direct": 38, "get_wind_rose_at_point": [63, 124, 126], "get_yticklabel": 83, "gid_norm_index": 63, "git": [68, 132], "github": [88, 112, 132], "give": [63, 109, 133, 138], "given": [2, 7, 12, 20, 21, 35, 47, 54, 58, 60, 61, 62, 63, 64, 69, 70, 73, 74, 93, 99, 102, 103, 104, 107, 108, 110, 115, 123, 128, 130, 131, 133, 135], "global": [38, 39, 107], "gnorm": [85, 104, 105], "go": [29, 37, 69, 70, 86, 99, 124, 136, 138, 139], "goal": 86, "good": 69, "gotten": 69, "gr": [67, 134], "grab": [83, 84, 86, 90, 94, 97, 109, 126], "gradient": [85, 104, 105, 133], "grai": 38, "great": [69, 129], "greater": [29, 133], "green": 68, "grid": [4, 6, 9, 19, 20, 21, 22, 28, 29, 30, 31, 32, 33, 34, 35, 37, 43, 49, 62, 63, 66, 69, 73, 75, 77, 78, 79, 80, 81, 82, 85, 86, 87, 88, 89, 91, 94, 95, 98, 108, 109, 111, 112, 113, 114, 121, 122, 123, 124, 125, 126, 130, 135, 137, 138, 139], "grid1": 12, "grid2": 12, "grid_i": [49, 62], "grid_resolut": 7, "grid_resolution_valid": 7, "grid_step_s": 46, "grid_x": [49, 62], "grid_z": 62, "ground": [70, 103, 123], "group": 137, "guid": [64, 66, 130, 132], "gunn": [16, 67, 138], "gwh": [76, 83, 84, 86, 95, 106, 120, 126, 133, 139], "h": [107, 124, 125, 126, 139], "ha": [6, 29, 36, 63, 69, 70, 73, 75, 82, 89, 96, 100, 102, 107, 112, 123, 125, 128, 133, 135, 137, 138, 139], "had": 137, "hand": [69, 134], "handl": [11, 37, 61, 66, 109, 133], "happen": [62, 66, 69], "hardcod": 137, "hash": 68, "hat": 138, "have": [6, 7, 12, 20, 36, 37, 52, 53, 60, 61, 63, 64, 69, 70, 71, 72, 75, 89, 94, 95, 107, 111, 119, 124, 125, 126, 127, 130, 133, 134, 135, 137, 138, 139], "header": 136, "heat": 83, "heatmap": 83, "height": [12, 29, 36, 37, 38, 49, 58, 59, 68, 72, 74, 90, 92, 93, 95, 98, 99, 100, 102, 103, 107, 109, 110, 112, 115, 123, 128, 130, 131, 133, 136, 138], "height_above_ground_level": 123, "held": [78, 113, 139], "helix": [11, 12, 70, 131, 135, 137], "helix_": 135, "helix_a": [131, 135], "helix_power_b": 135, "helix_power_c": 135, "helix_thrust_b": 135, "helix_thrust_c": 135, "help": [37, 132, 139], "helper": 60, "henc": [52, 82], "here": [11, 36, 39, 64, 69, 70, 78, 86, 99, 104, 112, 113, 123, 124, 125, 130, 133, 134, 135, 136, 137, 138], "hernandez": [24, 67], "het": 126, "het_map": [6, 126, 139], "het_map_valid": 6, "hetereogeneousmap": 128, "heterogen": [5, 6, 36, 37, 63, 126, 134, 139], "heterogeneous_config_valid": 6, "heterogeneous_inflow_config": [6, 36, 63, 100, 101, 103], "heterogeneous_inflow_config_by_wd": [63, 101, 103, 105, 128], "heterogeneous_map": [63, 101, 102, 126, 128, 139], "heterogeneousmap": [63, 101, 102, 126, 139], "hh": [29, 30], "hierarchi": 66, "high": [36, 66, 82, 83, 84, 86, 91, 133, 139], "higher": [39, 104, 124, 125, 130, 134, 135], "highest": [66, 69, 104], "highli": [129, 132], "highlight": [96, 103, 136, 138], "hist": [44, 45], "histor": 78, "histori": 44, "hit": 69, "hold": [73, 94, 124, 139], "holder": 123, "home": [5, 12, 76, 77, 83, 84, 86, 91, 124, 125, 126, 135], "homogen": [36, 103], "homogeneous_wind_spe": [4, 36, 99], "hook": 69, "horizaton": 115, "horizont": [19, 29, 36, 72, 83, 90, 92, 93, 95, 96, 99, 100, 103, 110, 112, 119, 124, 128, 133], "horizontal_deflection_gain_d": [19, 70, 93], "horizontal_plan": [72, 90, 92, 93, 95, 99, 100, 102, 110, 112, 115, 128, 133, 138], "horizontal_plane_2d": 103, "horizontal_plane_3d": 103, "horizontal_plane_loc": [92, 93, 96], "horizontal_plane_scan_turbin": 119, "host": 69, "hotstart": [44, 45], "hour": [36, 56, 61, 75, 76], "hours_per_year": [36, 61], "hover": 68, "hover_tool": 68, "hovertool": 68, "how": [49, 70, 78, 79, 82, 83, 84, 86, 87, 89, 91, 97, 99, 100, 103, 111, 113, 114, 123, 125, 128, 132, 135, 136, 137, 139], "howev": [20, 69, 70, 71, 75, 99, 101, 103, 124, 127, 133, 135, 136, 137, 138, 139], "html": 69, "http": [28, 53, 62, 63, 67, 69, 73, 85, 88, 112, 122, 123, 132, 139], "hub": [12, 29, 36, 38, 58, 59, 72, 99, 100, 103, 115, 130, 131, 136], "hub_height": [5, 12, 20, 59, 64, 99, 111, 112, 115, 131, 136], "hub_height_i": [29, 30, 31, 32, 34, 69], "hub_heights_sort": 5, "hull": 128, "hunter": [16, 67], "i": [3, 4, 5, 6, 7, 8, 9, 11, 12, 13, 19, 20, 21, 22, 24, 25, 26, 28, 29, 31, 32, 33, 35, 36, 37, 38, 39, 42, 44, 47, 51, 52, 53, 54, 56, 58, 59, 60, 61, 62, 63, 64, 65, 66, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 99, 100, 101, 102, 103, 104, 105, 107, 108, 110, 111, 112, 113, 114, 115, 120, 121, 123, 124, 125, 126, 127, 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139], "i_i": 20, "i_tot": [76, 83, 84, 86, 126], "id": [69, 82, 131], "id_opt": [83, 84], "id_opt_with_neighbor": 86, "id_opt_without_neighbor": 86, "idea": [66, 69, 129, 133], "ideal": 69, "ident": [88, 99, 101, 139], "identifi": [12, 62, 66, 133], "idx": 62, "iea": [107, 108, 110, 136, 137], "iea_10mw": 136, "iea_15mw": 136, "iea_15mw_float": 136, "iea_15mw_floating_multi_dim_cp_ct": [107, 108], "iea_15mw_multi_dim_cp_ct": 136, "iea_15mw_multi_dim_tp_h": [108, 131], "iec": [63, 73, 121, 139], "ignor": [22, 25, 32, 36, 56, 59, 61, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 136, 139], "ignore_includ": 0, "ii": [28, 82, 135], "iii": 135, "ij": [70, 133], "illustr": [71, 74, 92, 93, 99, 100, 126, 128], "im": 37, "imag": 37, "immedi": 133, "impact": [28, 38, 52, 67, 79, 94, 95, 104, 113, 114, 127], "implement": [11, 12, 24, 28, 36, 61, 63, 66, 70, 96, 101, 133, 135, 138, 139], "impli": [102, 124, 126], "implic": 137, "implicit": 12, "import": [2, 37, 64, 68, 69, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 128, 129, 132, 133, 135, 136, 137, 138, 139], "importat": 84, "impos": 44, "imprecis": 82, "improv": [104, 105, 132, 134], "imshow": 83, "includ": [2, 7, 12, 19, 20, 24, 26, 29, 36, 37, 38, 39, 49, 52, 56, 58, 59, 61, 62, 63, 64, 66, 69, 70, 72, 73, 77, 78, 83, 84, 86, 93, 94, 95, 101, 107, 108, 115, 119, 126, 127, 128, 129, 130, 133, 134, 136, 137, 138, 139], "include_mirror_wak": 34, "include_wake_deflect": 138, "incom": [7, 64, 71, 99, 100, 131, 135], "incorpor": [12, 16, 66, 69, 129, 138], "increas": [29, 38, 63, 82, 85, 92, 93, 95, 123, 124, 125, 135], "increment": 133, "indent": 62, "independ": [19, 36, 61], "index": [36, 37, 38, 62, 63, 68, 69, 71, 130, 133], "indexerror": 38, "indic": [8, 12, 36, 38, 58, 61, 63, 70, 86, 99, 124, 134, 138, 139], "indicationg": 69, "individu": [63, 106, 126, 133, 134, 136, 137, 138], "induc": [9, 19, 26, 29, 92], "induct": [7, 12, 20, 24, 26, 29, 70, 135], "industri": [24, 67], "infer": [83, 84, 86], "inflow": [6, 36, 51, 54, 63, 78, 79, 80, 81, 102, 113, 128, 133], "influenc": [93, 135], "info": [37, 39, 69, 109, 130], "inform": [16, 36, 61, 64, 68, 69, 72, 98, 101, 102, 124, 125, 126, 128, 131, 133, 137, 138, 139], "infrastructur": 12, "infti": 70, "inherit": [3, 63], "initi": [3, 4, 5, 24, 29, 31, 37, 42, 44, 58, 66, 69, 70, 71, 73, 80, 81, 82, 85, 88, 89, 93, 96, 97, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 110, 115, 120, 123, 124, 125, 126, 129, 134, 136], "initialize_domain": 4, "initialize_velocity_field": [6, 130], "inplac": 63, "input": [4, 5, 6, 11, 13, 31, 35, 36, 52, 60, 61, 62, 63, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 123, 125, 126, 127, 129, 133, 135, 136, 138, 139], "input_dct": 4, "input_dict": 4, "input_fil": 137, "input_file_path": 4, "inputfil": 138, "inputs_flo": [94, 95, 96], "insid": 52, "inspect": [37, 131, 132, 133], "instal": [69, 129], "instanc": [4, 6, 7, 12, 13, 36, 37, 60, 61, 94, 107, 108, 135, 137], "instanti": [5, 11, 13, 36, 38, 78, 79, 98, 102, 113, 114, 120, 123, 133, 134, 135, 137], "instead": [31, 36, 59, 63, 70, 84, 104, 112, 120, 122, 138, 139], "int": [4, 5, 6, 7, 8, 12, 28, 33, 36, 37, 38, 42, 49, 61, 62, 63, 79, 86, 112, 123], "int64": [8, 12], "int_": 70, "integ": [7, 8, 12, 49, 62, 123], "integr": [7, 8, 9, 70], "intend": [11, 37, 132, 139], "intens": [12, 20, 24, 25, 26, 36, 52, 55, 61, 63, 70, 71, 73, 74, 75, 77, 78, 100, 101, 102, 113, 120, 121, 122, 125, 128, 130, 133, 135, 137], "intent": [103, 137], "interact": [31, 66, 67, 69, 78, 104, 133, 134, 137], "interest": [7, 35, 129, 137, 138], "interfac": [7, 11, 36, 44, 46, 47, 56, 61, 65, 66, 82, 84, 95, 104, 133, 137, 139], "intern": [58, 66, 71, 78, 124, 130, 133, 136, 137, 139], "internal_turbine_librari": [5, 109], "interp1d": [5, 8, 12], "interpol": [6, 12, 35, 63, 73, 83, 84, 86, 94, 95, 100, 102, 107, 124, 127, 128, 130, 139], "interpolate_multiplier_xi": 6, "interpolate_multiplier_xyz": 6, "interpolate_onto_arrai": 35, "interpret": [131, 132], "introduc": [24, 71, 137, 138, 139], "introductori": 64, "invalid": [38, 76, 77, 83, 84, 86, 91, 124, 125, 126, 135], "invok": 137, "io": 69, "iop": [16, 33, 34, 67], "iprint": 104, "ipykernel_3557": 105, "ipykernel_4352": 124, "iref": [63, 73, 121], "irregularli": 72, "isort": 2, "issu": [35, 69, 129, 132], "item": [60, 62, 136], "item_typ": 60, "iter": [5, 6, 7, 8, 12, 42, 44, 47, 52, 60, 85, 104, 105, 106, 126, 134], "iter_typ": 60, "iter_valid": 60, "iterdir": 109, "ith": [19, 26, 29], "its": [9, 19, 37, 63, 70, 109, 112, 127, 135, 137, 138, 139], "itself": [28, 125, 138], "ix_filt": [8, 12], "j": [24, 28, 34, 38, 67, 70, 133, 134], "jasper": 138, "jennif": [19, 20, 28, 29, 67], "jensen": [67, 68, 69, 98, 99, 133], "jensen_aep": 133, "jensen_compute_tim": 133, "jensenvelocitydeficit": 31, "jesper": 67, "jfm": [28, 67], "jim": [21, 67, 138], "jimenez": 69, "jimenezvelocitydeflect": 21, "jim\u00e9nez": [21, 138], "jj": 82, "job": 69, "join": 129, "journal": [16, 19, 20, 24, 28, 29, 33, 34, 67], "jump": [70, 134, 138], "jun": 67, "jupyt": 69, "just": [25, 79, 99, 125, 133, 136], "k": [38, 63, 68, 70, 75, 77, 78, 79, 80, 81, 82, 85, 87, 88, 90, 91, 94, 99, 101, 108, 109, 112, 113, 123, 124, 125, 126, 133], "k_": 70, "k_fit": 123, "k_i": 70, "k_test": 123, "k_total": [76, 83, 84, 86, 126], "ka": [20, 30], "kadoch": 88, "kb": [20, 30], "kd": 21, "keep": [7, 77, 80, 81], "kei": [4, 5, 6, 12, 19, 20, 24, 26, 29, 36, 38, 59, 60, 62, 63, 71, 134, 135, 136], "kept": 63, "kester": [16, 67], "keyword": [58, 63, 69, 72, 133, 136, 137], "kg": [12, 59], "kind": 69, "king": [19, 20, 28, 29, 67, 138], "kn": 59, "know": 7, "kreeft": 138, "kw": [59, 61, 75, 77, 78, 79, 87, 88, 89, 90, 91, 94, 95, 96, 100, 101, 108, 109, 111, 113, 131, 133, 135, 137], "kwarg": [11, 37, 60, 61], "l": [28, 34, 63, 67, 94, 120], "label": [37, 38, 62, 72, 75, 77, 78, 79, 80, 81, 82, 83, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 98, 99, 101, 105, 108, 109, 111, 112, 113, 114, 123, 124, 126, 133, 135, 136], "label1": 83, "label_contour": [37, 72, 90, 100, 103, 112, 116, 117, 119], "label_lin": 38, "label_offset": 38, "label_text": 38, "laboratori": [31, 67], "laid": 132, "lambda": [80, 81, 82], "larg": [63, 69, 104, 138], "larger": [60, 86, 126, 139], "largest": 137, "last": [89, 101, 107, 125, 131], "later": [7, 20, 60, 64, 69, 70, 73, 90, 92, 93, 120, 122, 125], "latest": 69, "latter": [103, 138], "launch": 69, "layout": [7, 36, 37, 38, 42, 44, 45, 47, 49, 53, 56, 63, 66, 67, 71, 72, 74, 75, 76, 77, 83, 84, 85, 86, 87, 88, 89, 90, 92, 93, 95, 96, 97, 99, 100, 101, 102, 107, 108, 114, 116, 117, 118, 119, 124, 125, 128, 133, 135, 139], "layout_i": [5, 36, 43, 46, 49, 56, 61, 63, 64, 71, 72, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 95, 96, 97, 98, 99, 100, 101, 102, 104, 105, 106, 107, 108, 109, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 125, 126, 128, 130, 133, 135, 138, 139], "layout_opt": [104, 105, 106, 126], "layout_optim": [104, 105, 106, 126], "layout_optimization_random_search": [106, 126], "layout_optimization_scipi": [104, 105], "layout_valid": 37, "layout_visu": [72, 100, 115, 132, 133, 135, 138], "layout_x": [5, 36, 43, 46, 49, 56, 61, 63, 64, 71, 72, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 95, 96, 97, 98, 99, 100, 101, 102, 104, 105, 106, 107, 108, 109, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 125, 126, 128, 130, 133, 135, 138, 139], "layoutoptim": 42, "layoutoptimizationboundarygrid": 43, "layoutoptimizationpyoptspars": [44, 45], "layoutoptimizationrandomsearch": [46, 106, 126, 134], "layoutoptimizationscipi": [47, 104, 105, 134], "layoutviz": [72, 115, 135, 138], "le": [21, 67], "learn": 69, "least": [63, 93, 133], "left": [7, 20, 53, 69, 70, 85, 130], "left_x": 53, "legacy_gauss": [79, 82], "legend": [38, 58, 63, 68, 75, 77, 78, 79, 80, 81, 82, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 96, 98, 99, 100, 101, 105, 108, 109, 111, 112, 113, 114, 123, 124, 126, 128, 133, 135, 136], "legend_kwarg": [58, 63, 120, 136], "legend_label": 68, "len": [63, 73, 76, 79, 83, 84, 86, 92, 93, 104, 105, 106, 112, 126, 133, 136, 139], "length": [12, 20, 29, 38, 53, 54, 63, 71, 75, 130, 133, 134, 137, 139], "leq": 70, "less": [49, 66, 76, 82, 115], "lesser": 135, "let": [99, 120, 123, 133, 134, 135, 136], "level": [4, 36, 37, 39, 63, 65, 66, 69, 70, 73, 74, 77, 87, 123, 124, 128, 130, 133, 135, 137, 139], "leverag": [129, 133], "li": 36, "librari": [5, 11, 36, 44, 47, 58, 109, 133, 137], "library_path": [5, 58], "lighter": 134, "like": [36, 52, 69, 73, 124, 133, 136, 137, 139], "likewis": 139, "limit": [16, 24, 36, 37, 38, 44, 66, 67, 69, 70, 86, 98, 104, 115, 126, 135, 138], "limit_dist_d": [38, 115], "limit_dist_m": 38, "limit_num": [38, 72], "limit_to_zero": 63, "lina": 67, "line": [7, 36, 37, 38, 63, 68, 69, 92, 93, 96, 99, 115, 121, 122, 123, 124, 125, 129, 136, 137, 138], "line2d": 38, "line_color": 68, "line_contour_cut_plan": 37, "linear": [15, 20, 29, 31, 52, 63, 70, 73, 83, 84, 86, 122, 131, 139], "linearli": [52, 63], "linearndinterpol": 6, "liner": 133, "linestyl": [38, 77, 87, 92, 93, 96, 112], "linewidth": [38, 92, 93, 96, 136], "linspac": [64, 77, 87, 89, 90, 91, 95, 106, 109, 111, 112, 121, 122, 133, 135, 136, 139], "lint": 69, "linter": 69, "list": [4, 5, 6, 12, 29, 36, 37, 38, 47, 52, 56, 58, 61, 62, 63, 69, 70, 77, 109, 111, 123, 130, 135, 136, 137, 139], "list_depth": 42, "littl": 136, "ll": [11, 136, 139], "ln": 70, "load": [58, 68, 76, 80, 81, 82, 83, 84, 85, 86, 87, 91, 92, 93, 95, 112, 125, 133, 135], "load_external_librari": [58, 136], "load_internal_librari": [58, 136], "load_yaml": 62, "loader": [0, 62], "loc": [82, 83, 84, 86, 92, 93, 112], "local": [37, 132], "locat": [5, 6, 7, 19, 21, 29, 36, 37, 43, 45, 47, 49, 58, 60, 63, 64, 68, 69, 70, 98, 99, 100, 103, 104, 105, 106, 107, 123, 124, 126, 130, 133, 134, 139], "log": [3, 4, 36, 39, 61, 85, 126, 130], "log10": 126, "logger": [3, 39], "logging_manag": [94, 100, 102, 107, 108, 112, 128, 132], "loggingmanag": [39, 94, 100, 102, 107, 108, 112, 128], "logi": 85, "logist": 70, "long": [63, 73, 83, 84, 86, 136, 138, 139], "longer": [56, 105, 127, 137], "look": [12, 91, 92, 93, 112, 131, 135, 136], "lookup": [127, 131], "loop": [84, 123], "lose": 137, "loss": [12, 56, 59, 74, 75, 76, 79, 104, 109, 131, 137], "lost": 11, "lot": 69, "low": [63, 65, 66, 69, 83, 84, 86, 104, 128, 133], "lower": [53, 63, 73, 83, 86, 121, 124, 130, 133, 134, 138], "lui": [19, 20, 28, 29, 67], "lw": [94, 109], "m": [7, 12, 16, 19, 28, 29, 36, 37, 42, 44, 47, 58, 59, 61, 63, 67, 69, 75, 77, 78, 82, 83, 84, 85, 86, 88, 91, 92, 93, 94, 95, 98, 99, 105, 106, 108, 109, 111, 112, 113, 114, 121, 122, 123, 124, 126, 128, 133, 135, 136, 139], "made": [58, 70, 72, 74, 94, 129, 138], "magenta": 68, "magnitud": 96, "mai": [11, 12, 29, 36, 39, 64, 67, 69, 70, 71, 72, 76, 83, 84, 86, 99, 119, 120, 126, 132, 133, 135, 137, 139], "main": [9, 53, 69, 71, 85, 92, 93, 99, 107, 132, 133, 134, 138], "maintain": [42, 44, 69, 73, 132, 138], "majid": [19, 20, 28, 29, 67], "major": [36, 69, 133, 137], "make": [2, 6, 69, 73, 75, 77, 83, 85, 89, 104, 107, 108, 109, 128, 133, 136, 137, 139], "make_wind_directions_adjac": 62, "manag": [3, 66, 69, 132], "mani": [36, 64, 136, 137, 139], "manipul": 73, "manner": [63, 78, 138], "manual": [68, 69, 132, 135], "map": [6, 49, 60, 61, 62, 63, 69, 83, 102, 108, 130], "map_to_expanded_input": 61, "map_turbine_powers_uncertain": 61, "marker": [38, 63, 64, 81, 89, 98, 112, 120, 126, 133], "markers": 38, "market": [36, 63, 73, 122, 139], "martinez": [19, 20, 29, 67], "mart\u00ednez": [28, 67], "mask_upstream_wak": 30, "mass": [106, 134], "mast": 98, "match": [11, 19, 38, 52, 61, 74, 79, 82, 99, 104, 105, 106, 109, 125, 131, 138], "match_profile_to_ax": 37, "math": 138, "mathbb": 134, "mathbf": 70, "mathemat": [64, 66, 133, 134, 138], "matlab": [112, 138], "matplotlib": [37, 38, 63, 64, 72, 73, 75, 77, 78, 79, 80, 81, 82, 83, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 98, 99, 100, 101, 102, 103, 104, 105, 106, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 128, 133, 135, 138, 139], "matplotlibdeprecationwarn": 105, "matric": 63, "matrix": [71, 74, 107, 123, 139], "max": [53, 86, 87, 93, 106, 126], "max_spe": [37, 92, 93, 96, 115, 116, 117], "max_w": [92, 93, 96, 115], "max_work": [46, 56, 84], "maxim": [42, 44, 47, 54, 55, 86, 104, 134, 139], "maximum": [7, 12, 16, 19, 35, 37, 38, 44, 70, 93, 138], "maximum_yaw_angl": [51, 53, 54, 55, 56, 83, 84, 86, 133], "maxit": [104, 105], "md": 69, "mean": [7, 8, 11, 12, 19, 36, 61, 63, 69, 70, 73, 84, 97, 104, 106, 122, 126, 133, 135, 137, 139], "mean_dist": 45, "meaning": 133, "meant": [36, 63, 73], "measur": 98, "mechan": [19, 20, 28, 29, 67, 69], "median": [106, 126], "meet": [66, 135], "member": [73, 84], "mention": 139, "merg": [36, 69], "merge_floris_model": 36, "mesh": 37, "mesh_y_rot": 30, "meshgrid": [83, 84, 95, 133], "messag": [39, 61, 69, 130], "met": 98, "met_mast_opt": 98, "meter": [12, 36, 38, 63], "method": [6, 7, 8, 11, 12, 20, 36, 37, 39, 42, 45, 47, 49, 63, 69, 71, 72, 73, 74, 75, 76, 77, 80, 81, 82, 84, 85, 86, 98, 99, 101, 102, 103, 107, 119, 120, 122, 124, 125, 126, 128, 132, 133, 135, 136, 137, 138, 139], "metric": [64, 68], "michael": 67, "mid": 130, "middl": [89, 124], "might": [82, 133], "migoya": [21, 67], "mimic": 98, "min": [86, 106, 124, 125, 126, 139], "min_dist": [42, 43, 44, 45, 46, 47, 105], "min_dist_d": [46, 106, 126], "min_spe": [37, 92, 93, 96, 115, 116, 117], "min_w": [92, 93, 96, 115], "minim": [54, 104, 134, 135], "minimum": [7, 37, 39, 42, 44, 106, 123, 134, 138], "minimum_yaw_angl": [51, 53, 54, 55, 56, 83, 84, 86, 133], "misalign": [11, 12, 19, 29, 61, 70, 82, 131, 135, 137, 138], "mix": [9, 19, 26, 29, 74, 77, 87, 88, 89, 92, 93, 137], "mixedoperationturbin": [11, 135], "mixin": [3, 60], "mixing_fin": 29, "mixing_gain_deflect": [19, 29, 93], "mixing_gain_veloc": [29, 92], "mixing_i": [19, 29], "mode": [12, 69, 77, 85, 104, 105, 137], "model": [3, 4, 7, 9, 11, 12, 13, 19, 20, 21, 22, 24, 25, 26, 28, 29, 31, 32, 33, 34, 36, 37, 42, 44, 52, 56, 59, 61, 63, 64, 65, 66, 67, 68, 71, 73, 74, 75, 76, 77, 79, 81, 82, 84, 86, 88, 89, 90, 92, 93, 94, 95, 96, 97, 98, 99, 107, 108, 109, 111, 118, 119, 120, 121, 124, 125, 130, 131, 136, 139], "model_fmodel": 133, "model_manag": 9, "model_map": 69, "model_plot": 138, "model_str": [13, 99, 130, 138], "modif": [70, 107, 133], "modifi": [20, 35, 39, 69, 92, 93, 133], "modul": [2, 10, 11, 14, 18, 23, 27, 39, 40, 41, 48, 50, 57, 69, 72, 104, 115], "modular": 66, "modulo": 62, "monoton": 63, "more": [4, 7, 16, 19, 20, 36, 59, 61, 63, 64, 65, 69, 70, 75, 78, 101, 103, 112, 121, 128, 131, 133, 134, 136, 137, 138, 139], "moreov": 96, "mose": 63, "most": [36, 63, 66, 69, 70, 71, 77, 87, 89, 133, 134, 135, 137, 138, 139], "mostli": [69, 82, 137], "mous": 68, "move": [9, 37, 69, 125, 132, 134, 137], "movement": 134, "much": [37, 49, 66, 83, 84, 86, 104, 123, 137], "mudafort": [28, 67], "multi": [109, 130, 131], "multi_dim": 109, "multi_dimensional_cp_ct": [12, 107, 131, 136], "multidim_condit": [6, 12, 107, 108, 130], "multidimension": [12, 58], "multipl": [6, 8, 26, 36, 56, 61, 66, 72, 101, 103, 107, 130, 133, 137], "multipleloc": 99, "multipli": [6, 29, 36, 56, 61, 63, 75, 76, 101, 103, 105, 139], "multiprocess": [46, 56], "murphi": 63, "must": [4, 7, 11, 12, 29, 59, 63, 69, 71, 73, 74, 76, 107, 127, 128, 130, 131, 133, 135, 137, 139], "mute": 68, "mw": [58, 80, 81, 82, 85, 91, 92, 93, 114, 135, 136], "mwh": [104, 105, 120, 122, 139], "n": [7, 16, 20, 30, 34, 37, 62, 64, 67, 70, 73, 76, 77, 83, 84, 85, 87, 89, 90, 102, 107, 114, 120, 121, 122, 123, 124, 128, 133, 134, 139], "n_boundary_turb": [43, 49], "n_boundary_turbin": 43, "n_col": [37, 118, 133], "n_combin": 77, "n_derating_level": 77, "n_findex": [5, 6, 7, 12, 36, 56, 61, 63, 71, 72, 73, 74, 75, 76, 83, 84, 86, 87, 88, 100, 101, 133, 137, 139], "n_grid": 12, "n_individu": 46, "n_point": 100, "n_row": [37, 118, 133], "n_sample_point": 61, "n_turbin": [5, 7, 12, 36, 56, 61, 71, 74, 75, 83, 84, 86, 114, 133, 137], "n_turbulence_intens": 63, "n_unexpand": 61, "n_w": 76, "n_wd": [76, 105], "n_wind_condition_split": [56, 84], "n_wind_dir": 75, "n_wind_direct": [56, 63, 139], "n_wind_spe": [56, 63, 75, 139], "n_yaw": 77, "n_zero": 76, "nacel": 12, "name": [4, 13, 44, 58, 59, 60, 63, 69, 70, 72, 115, 130, 131, 132, 135, 136, 137], "nan": 139, "nation": [31, 67, 69], "ncol": [37, 43, 49, 82], "ndarrai": [4, 5, 6, 7, 8, 9, 11, 12, 15, 16, 17, 19, 20, 21, 22, 24, 25, 26, 28, 29, 30, 31, 32, 33, 34, 36, 37, 38, 58, 60, 62, 69], "ndarrayax": 63, "ndarraybool": [12, 36], "ndarrayfilt": [8, 12], "ndarrayfloat": [5, 6, 7, 8, 9, 12, 36, 56, 58, 61, 62, 63], "ndarrayint": [7, 12], "ndarrayobject": [5, 12], "ndarraystr": [5, 12], "near_i": 38, "near_x": 38, "nearer": 108, "nearest": [12, 62, 63, 73, 101, 107, 128, 130, 139], "nearestndinterpol": 95, "nearli": [64, 69], "necessari": [11, 63, 66, 84, 105], "need": [11, 20, 35, 63, 64, 68, 69, 70, 77, 83, 84, 85, 86, 99, 100, 102, 128, 131, 133, 136, 138], "neg": [62, 63, 104, 138], "neglig": 82, "neighbor": [36, 38, 56, 61, 73, 107, 130, 134, 139], "neither": [60, 63], "neq": 134, "nest": 62, "nested_get": 62, "nested_set": 62, "never": 66, "new": [36, 37, 38, 45, 58, 63, 66, 67, 69, 82, 92, 101, 112, 129, 132, 133, 135, 136, 137, 138, 139], "new_vels_d": 112, "new_vels_row": 112, "next": [9, 72, 75, 82, 85, 104], "nez": [21, 67, 138], "ngel": [21, 67], "ngrid": [7, 8, 12], "niayifar": [67, 138], "nice": [69, 136], "nicolai": [33, 67], "niel": [31, 67], "nindic": 124, "nit": [85, 104, 105], "nnegaard": 67, "no_wak": 56, "node": [0, 62], "nomim": 85, "nomin": [61, 78, 113, 135, 137], "non": [66, 70, 113, 133, 134, 135, 139], "non_zero_freq_mask": 63, "nonconvex": 134, "none": [3, 4, 5, 6, 7, 8, 9, 11, 12, 13, 24, 26, 28, 29, 30, 31, 33, 34, 35, 36, 37, 38, 42, 43, 44, 45, 46, 47, 49, 51, 54, 55, 56, 58, 59, 60, 61, 62, 63, 68, 69, 77, 87, 92, 93, 99, 105, 106, 111, 120, 135, 136], "nonevelocitydeficit": 32, "nonevelocitydeflect": 22, "nonewaketurbul": 25, "nonzero": [11, 26, 70], "nor": [60, 63], "norm": 134, "normal": [11, 24, 35, 36, 37, 63, 70, 73, 85, 91, 107, 112, 114, 121, 122, 123, 126, 131, 135, 139], "normal_vector": [7, 35, 36], "normalize_control_vari": 51, "normalz": 85, "north": [38, 62, 99, 104, 123, 124, 130], "north_row": 123, "northerli": 104, "northern": 126, "northwest": 115, "notabl": 137, "note": [4, 7, 8, 31, 36, 52, 63, 67, 69, 70, 71, 73, 74, 76, 83, 84, 86, 87, 88, 96, 100, 101, 103, 107, 108, 111, 112, 121, 124, 125, 128, 135, 136, 138, 139], "notebook": [128, 133, 139], "noth": [13, 29, 58, 63, 83, 84, 86], "notic": [133, 136], "notimplementederror": [9, 11], "notion": 137, "now": [82, 83, 84, 85, 86, 99, 101, 104, 112, 114, 120, 121, 122, 123, 125, 136, 137, 139], "np": [15, 16, 17, 19, 20, 21, 26, 29, 35, 36, 37, 38, 53, 54, 60, 61, 62, 63, 64, 69, 71, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 104, 105, 106, 107, 108, 109, 111, 112, 113, 114, 115, 120, 121, 122, 123, 124, 125, 126, 128, 133, 135, 136, 137, 138, 139], "npoint": 43, "nrel": [59, 77, 80, 81, 82, 85, 88, 104, 105, 106, 110, 111, 132, 135, 137], "nrel5mw_d": 138, "nrel_5mw": [12, 136], "nreoptim": 105, "nrow": [43, 49, 82], "nturb": 42, "nudge_outward": 35, "null": 62, "num": 113, "num_ep": 3, "num_in_row": [92, 93, 96], "num_point": 63, "num_sector": 123, "num_turbin": 139, "num_w": 63, "num_wd": 63, "num_wind_direct": 139, "num_wind_spe": 139, "number": [7, 8, 9, 12, 16, 36, 37, 38, 42, 49, 52, 53, 54, 61, 62, 63, 64, 67, 69, 71, 73, 74, 75, 76, 83, 84, 96, 104, 105, 106, 112, 113, 123, 124, 133, 136, 137], "numer": [35, 37, 60, 62, 64, 82], "numpi": [5, 7, 36, 56, 60, 61, 63, 64, 71, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 104, 105, 106, 107, 108, 109, 111, 112, 113, 114, 115, 120, 121, 122, 123, 124, 125, 126, 128, 133, 135, 136, 137, 138, 139], "nvertic": 99, "nw": [92, 93], "nwind": [102, 128], "nwind_ros": 139, "nx": 123, "nx3": 89, "ny": 123, "ny_pass": [55, 56, 83, 84, 86, 133], "nygaard": [33, 34, 67, 112, 138], "o": [38, 81, 104, 105, 112, 126], "object": [3, 4, 5, 21, 35, 36, 37, 38, 42, 44, 47, 52, 56, 58, 59, 60, 61, 63, 72, 74, 75, 76, 77, 80, 81, 82, 83, 84, 85, 86, 96, 100, 101, 102, 104, 105, 115, 120, 121, 122, 123, 124, 125, 126, 128, 133, 134, 135, 136, 137], "object_": [8, 11, 12], "objective_candidate_log": 126, "objective_log_arrai": 126, "objective_log_array_het": 126, "objective_log_array_wr": 126, "objective_log_array_wrg": 126, "objfun": [85, 104, 105], "observ": 128, "obtain": [12, 36, 39, 99], "obviou": 69, "occupi": 49, "occur": [94, 107, 108, 139], "occurr": [36, 47, 56, 61, 63, 134], "off": [39, 69, 70, 90, 129], "offset": [20, 36, 38, 56, 61, 63, 73, 80, 81, 83, 84, 85, 86, 90], "often": [69, 133, 135, 138], "old": 45, "omap": 62, "onc": [8, 69, 133], "one": [29, 36, 37, 56, 59, 61, 63, 66, 69, 71, 73, 77, 81, 83, 84, 86, 96, 97, 109, 111, 123, 125, 126, 129, 130, 133, 136, 139], "ones": [69, 73, 77, 87, 89, 90, 105, 114, 120, 121, 122, 135, 139], "ones_lik": [78, 79, 85, 91, 98, 107, 109, 111, 133, 139], "ongo": [66, 69, 132], "onli": [11, 12, 31, 36, 56, 60, 61, 63, 64, 69, 70, 71, 78, 83, 84, 86, 89, 96, 100, 101, 103, 126, 128, 130, 133, 135, 136, 139], "onlin": [69, 85], "onto": [35, 70, 109, 137], "opac": 38, "opaqu": 66, "open": [37, 69, 123, 132], "openfast": 135, "oper": [11, 24, 36, 61, 63, 64, 66, 69, 70, 74, 75, 76, 77, 84, 120, 127, 133, 138, 139], "operation_model": [12, 36, 131, 135, 137], "operatornam": 70, "opitim": 45, "opportun": 69, "opt_aep": [104, 105], "opt_avp": 104, "opt_loc": 47, "opt_method": 54, "opt_opt": [54, 104], "opt_yaw_angl": [53, 54], "optim": [34, 59, 63, 66, 67, 73, 78, 120, 122, 123, 132, 133, 139], "optimizait": 126, "optimize_yaw_angl": [56, 84], "optimum": [54, 133], "option": [6, 7, 8, 12, 35, 36, 37, 38, 39, 42, 44, 52, 56, 58, 59, 61, 62, 63, 69, 82, 92, 93, 98, 105, 106, 130, 131, 133, 134, 135, 136, 139], "optopt": [44, 45, 47, 104, 105, 134], "optprob": [44, 45], "orbit": 123, "order": [7, 36, 37, 64, 69, 86, 100, 104, 107, 130, 131, 133, 134, 135, 138], "org": [28, 53, 62, 63, 67, 73, 85, 122, 139], "orient": [7, 19, 20, 29, 61, 67], "orig": 112, "orig_vels_d": 112, "orig_vels_row": 112, "origin": [24, 35, 36, 61, 62, 69, 70, 73, 92, 93, 99, 104, 107, 108, 112, 113, 118, 123, 125, 138], "orst": 112, "orstedrd": [33, 112], "other": [4, 11, 15, 20, 26, 35, 36, 52, 56, 59, 61, 63, 64, 66, 68, 69, 70, 73, 74, 78, 81, 83, 84, 86, 89, 97, 106, 108, 123, 133, 134, 136, 137, 138, 139], "otherwis": [36, 37, 39, 58, 61, 62, 70, 72, 130], "otto": [31, 67], "our": [69, 82, 132, 133], "out": [8, 12, 69, 74, 80, 81, 82, 85, 90, 105, 113, 123, 125, 126, 130, 132, 139], "outer": [104, 126], "outlin": [24, 69, 133, 138], "output": [5, 36, 37, 61, 69, 71, 75, 76, 87, 100, 101, 112, 114, 120, 130, 133, 135, 136, 139], "output_file_path": 4, "output_notebook": 68, "outset": 66, "outsid": [6, 100, 102, 128, 138], "over": [12, 29, 36, 61, 68, 73, 75, 83, 84, 87, 90, 95, 98, 123, 133, 135, 139], "overal": [85, 92, 93, 133], "overlaid": 72, "overlap": [9, 70, 136], "overlap_gauss_interp": 33, "overload": [60, 61], "overrid": [38, 136], "overview": 139, "own": [69, 70, 79, 129, 135, 137, 139], "p": [28, 67, 68, 70, 101, 106, 134, 135], "p0": 123, "p_": 135, "p_p": 135, "p_w": 134, "packag": [2, 5, 51, 54, 64, 65, 66, 69, 129, 132, 133, 134], "pad": 38, "page": [68, 69, 136], "pair": [6, 19, 20, 24, 26, 29, 42, 44, 60, 62, 70, 134, 137], "panda": [35, 36, 37, 68, 76, 95, 112], "panel": 89, "paper": 85, "paradigm": [64, 137], "parallel": [99, 103, 134], "parallel_floris_model": 132, "parallel_interfac": 84, "parallelflorismodel": [56, 84], "param": 36, "param_idx": 36, "paramet": [4, 5, 6, 7, 8, 9, 11, 12, 13, 15, 16, 17, 19, 20, 21, 22, 24, 25, 26, 28, 29, 30, 31, 32, 33, 34, 36, 37, 38, 58, 59, 60, 61, 62, 63, 70, 73, 78, 94, 95, 104, 105, 111, 123, 126, 130, 131, 133, 134, 135, 137, 138, 139], "parameter": [49, 52, 130, 136], "parameter_dictionari": [19, 20, 24, 26, 29], "park": [31, 34, 67, 138], "parse_opt_var": [44, 45], "parse_sol_var": [44, 45], "part": [86, 138], "particular": [12, 36, 56, 61, 102, 115, 132, 133], "pass": [31, 37, 44, 56, 58, 60, 61, 63, 69, 73, 75, 76, 77, 80, 81, 82, 83, 84, 85, 86, 94, 95, 101, 105, 113, 124, 128, 133, 134, 137, 139], "patch1675722485": 69, "path": [4, 5, 12, 36, 58, 59, 60, 61, 63, 69, 129, 131, 133, 136], "pathlib": [58, 60], "patrick": 63, "paul": [19, 20, 28, 29, 67], "pcolormesh": 37, "pd": [68, 76, 95, 112], "pdf": [106, 123], "peak": 131, "peak_shaving_fract": [131, 135], "peak_shaving_ti_threshold": 135, "peakshavingturbin": [11, 135], "pedersen": [34, 67, 112, 138], "per": [36, 37, 63, 73, 83, 84, 106, 120, 126, 133, 139], "percent": 75, "percent_gain": [104, 105], "percent_i": 123, "percent_wake_loss": 75, "percent_x": 123, "percentag": 68, "perf_count": [83, 84, 85, 114, 133], "perfect": 138, "perform": [4, 12, 46, 59, 68, 69, 71, 82, 83, 84, 85, 86, 106, 126, 127, 129, 133], "perhap": 7, "perimit": [43, 49], "period": [107, 131], "permiss": 69, "perpendicular": 37, "person": 129, "perturb": [106, 134], "pfmodel": 84, "physic": [16, 33, 34, 59, 67, 70, 111, 135], "pi": [64, 111], "pictur": 133, "piec": 29, "piecewis": [29, 63, 70, 73, 122, 139], "pip": 129, "pipelin": 66, "pitch": [127, 135], "place": [11, 38, 39, 43, 49, 69, 70, 72, 106, 123, 126, 134, 137], "place_boundary_turbin": 49, "placehold": [22, 25, 32, 63], "placement": [38, 130, 134], "planar": 7, "planar_coordin": [7, 36], "plane": [7, 35, 36, 37, 72, 99, 100, 103, 110, 112, 118, 128, 133], "planform": 7, "plant": [5, 36, 37, 61, 134, 139], "platform": [59, 94, 131], "pleas": [69, 99, 129], "plot": [37, 38, 45, 52, 58, 63, 64, 68, 72, 73, 75, 77, 78, 79, 80, 81, 82, 83, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 98, 100, 101, 102, 103, 104, 105, 108, 109, 110, 112, 113, 114, 115, 116, 117, 118, 120, 121, 122, 123, 124, 125, 126, 128, 133, 134, 135, 138], "plot_boundary_dict": 42, "plot_comparison": [58, 136], "plot_coordinate_system": 99, "plot_ct_curv": 136, "plot_distance_pmf": [46, 106], "plot_farm_terrain": [38, 115], "plot_het_bond": 37, "plot_het_bound": 37, "plot_hub_height": [58, 136], "plot_kwarg": [58, 136], "plot_layout": 43, "plot_layout_opt_boundari": [42, 126], "plot_layout_opt_result": [42, 45, 104, 105, 106], "plot_lin": 52, "plot_power_curv": [58, 136], "plot_progress": [42, 106], "plot_rotor_diamet": [58, 136], "plot_rotor_valu": [37, 93, 118, 133], "plot_single_speed_multipli": [102, 126, 128, 139], "plot_thrust_coefficient_curv": [58, 136], "plot_ti_over_w": [63, 73, 121, 139], "plot_turbine_label": [38, 72, 100, 115, 133, 135], "plot_turbine_point": [38, 72, 115], "plot_turbine_rotor": [38, 72, 115, 135, 138], "plot_value_over_w": [63, 73, 122, 139], "plot_waking_direct": [38, 72, 115], "plot_wind_ros": [63, 125, 139], "plote": 136, "plotting_dict": [38, 115], "plotting_dict_point": 38, "plotting_dict_region": 38, "plt": [37, 38, 58, 64, 72, 73, 75, 77, 78, 79, 80, 81, 82, 83, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 98, 99, 100, 101, 102, 103, 104, 105, 106, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 128, 133, 135, 138, 139], "plug": 69, "pmf": 46, "point": [5, 6, 7, 9, 12, 16, 35, 36, 37, 38, 43, 49, 53, 61, 63, 64, 66, 68, 69, 70, 71, 72, 86, 93, 97, 99, 100, 101, 102, 107, 110, 111, 112, 113, 115, 123, 124, 125, 126, 128, 129, 130, 138, 139], "pointer": 68, "points_i": [7, 98], "points_x": [7, 98], "points_z": [7, 98], "pointsgrid": [7, 9], "polar": [120, 123, 124, 125, 139], "polarax": 139, "poly_out": 46, "popt": 123, "popular": [69, 70, 138], "port": [19, 20, 29, 67, 138], "portal": 123, "portalfil": 123, "portion": 69, "posit": [36, 38, 61, 62, 70, 126], "posixpath": [5, 12], "possibl": [19, 20, 24, 26, 29, 59, 66, 69, 75, 77, 84, 111, 139], "possibli": 59, "post": [65, 69, 129], "postprocess": [84, 133], "potenti": [38, 96, 129], "poulsen": [34, 67], "power": [5, 11, 12, 35, 36, 47, 54, 55, 56, 58, 59, 61, 63, 67, 73, 74, 77, 78, 80, 81, 82, 83, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 100, 101, 107, 108, 112, 113, 114, 120, 122, 123, 124, 125, 126, 127, 131, 134, 135, 136, 137, 139], "power_baselin": 82, "power_coeff": 111, "power_coeffici": [59, 111], "power_curv": 58, "power_differ": 95, "power_fix": 94, "power_flo": 94, "power_floating_defined_flo": 94, "power_fract": 135, "power_funct": 12, "power_opt": 82, "power_setpoint": [5, 11, 12, 36, 74, 77, 87, 135], "power_setpoint_resolut": [61, 113], "power_setpoints_2": 87, "power_setpoints_sort": 5, "power_thrust_data_fil": [12, 131], "power_thrust_mod": 77, "power_thrust_t": [11, 12, 87, 109, 111, 131, 135, 136, 137], "powers_bas": [91, 135], "powers_cosine_loss": 135, "powers_fix": 95, "powers_flo": 95, "powers_orig": 111, "powers_peak_shav": [91, 135], "pp": 137, "pr": [68, 69, 127], "practic": [82, 83, 84, 86], "pre": [58, 136], "precalculate_overlap": 33, "precis": 113, "precommit": 69, "predefin": 7, "predict": [67, 82, 127, 138], "preiniti": 37, "prepar": 31, "prepare_funct": [3, 15, 16, 17, 19, 20, 21, 22, 24, 25, 26, 28, 29, 30, 31, 32, 33, 34, 69], "preprint": [28, 67, 85], "preprocess": [84, 133], "present": [4, 37, 83, 84, 86, 107, 138], "preset": 7, "prevent": [69, 82, 86], "previou": [19, 69, 101, 108, 124, 132, 133], "previous": [101, 136, 137], "price": [36, 63, 73, 104, 120, 122, 139], "primari": [7, 37, 65, 66, 113, 130, 133, 136], "primarili": [9, 63, 66], "print": [7, 36, 59, 61, 62, 71, 73, 75, 76, 78, 80, 81, 82, 83, 84, 85, 86, 93, 95, 97, 100, 101, 104, 105, 107, 113, 114, 120, 123, 124, 125, 126, 128, 133, 135, 136, 139], "print_dict": 36, "print_nested_dict": 62, "print_progress": 55, "print_tim": [56, 84], "print_worker_progress": 56, "printout": 125, "prior": [4, 64, 69, 132, 134, 136], "probabl": [105, 106, 123, 134], "probe": 5, "problem": [84, 104, 105, 134], "procedur": 69, "process": [65, 69, 80, 81, 82, 83, 85, 86, 129, 130, 132, 133, 134, 136], "produc": [12, 20, 36, 58, 59, 63, 73, 87, 101, 104, 119, 121, 122, 126, 131, 133, 134, 135, 136, 137, 139], "product": [36, 42, 44, 47, 54, 55, 56, 61, 75, 76, 78, 79, 82, 86, 104, 120, 122, 127, 133, 134, 135, 139], "profil": [4, 29, 34, 36, 37, 52, 67, 90, 92, 93, 95, 96, 103, 110, 112, 130, 138], "profile_rang": [4, 36, 99], "profiles_fig": 99, "progress": 134, "project": [35, 129, 133], "project_onto": 35, "propag": 134, "propagate_flowfield_from_work": 56, "proper": 60, "properli": 63, "properti": [3, 5, 8, 13, 20, 36, 39, 42, 56, 61, 136], "provid": [5, 12, 36, 37, 38, 39, 44, 47, 52, 53, 58, 61, 63, 69, 70, 72, 73, 74, 75, 76, 93, 94, 95, 104, 105, 106, 109, 110, 112, 122, 124, 128, 129, 130, 133, 134, 135, 136, 137, 138, 139], "proxi": 115, "pseudocolor": 37, "pshape": 62, "pt": 137, "publicli": 137, "publish": [16, 33, 34, 67, 69], "pull": [69, 88, 126, 132, 139], "puor": 95, "pure": 53, "purpos": [69, 105, 107, 108, 137], "push": [69, 104], "put": [11, 37, 64, 124, 133], "py": [2, 11, 69, 76, 77, 83, 84, 85, 86, 91, 95, 105, 124, 125, 126, 132, 135, 137], "pyoptspar": 132, "pyoptspars": [44, 132], "pypi": [69, 132], "pyplot": [37, 63, 64, 72, 73, 75, 77, 78, 79, 80, 81, 82, 83, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 98, 99, 100, 101, 102, 103, 104, 105, 106, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 128, 133, 135, 138, 139], "pyproject": 69, "pytest": 69, "python": [60, 68, 69, 104, 129, 132, 133, 137], "q": [7, 129], "quaniti": 64, "quantifi": 56, "quantiti": [56, 62, 64, 73, 133], "question": [62, 69, 129], "quick": [85, 135], "quickli": [70, 133], "quit": 136, "quiver": [37, 99], "quiver_length": 99, "r": [7, 28, 30, 35, 64, 67, 75, 77, 78, 79, 80, 81, 82, 85, 99, 108, 113, 115, 126, 134], "rad": 49, "radial": 112, "radian": [70, 104], "radio": 69, "radiu": 35, "rafmudaf": 69, "rais": [4, 9, 11, 38, 60, 62, 63, 136], "ramp": [83, 84, 86], "rand": 139, "randn": [73, 104, 106, 120], "random": [73, 76, 104, 105, 114, 120, 121, 122, 139], "random_se": 46, "randomli": 76, "rang": [7, 35, 36, 37, 62, 70, 75, 80, 81, 82, 83, 84, 85, 86, 92, 93, 96, 99, 101, 102, 108, 109, 112, 114, 123, 124, 126, 128, 129, 133, 139], "range1d": 68, "rare": 66, "rate": [19, 29, 70, 74, 77, 82, 87, 91, 92, 135], "rated_pow": [74, 77], "rather": [62, 84, 126, 137, 139], "ratio": [12, 59, 131], "rc": 30, "rcalt": 29, "re": [36, 76, 77, 125, 132], "reach": [70, 104], "read": [63, 69, 124, 125, 139], "read_csv": 112, "read_csv_long": [63, 73, 76, 83, 84, 86, 95, 123], "read_wrg_fil": 63, "readi": [4, 58], "readili": 137, "readm": 69, "realist": [112, 133], "reason": [69, 109, 139], "recal": 133, "recalcul": [12, 97], "receiv": 11, "recommend": [52, 63, 69, 112, 132], "recomput": 97, "record": 39, "recov": 137, "recoveri": [19, 70, 92, 138], "recreat": 60, "rect": 99, "rectangl": [104, 105, 106], "rectangular": 133, "red": [68, 98, 111, 115, 124, 134], "reduc": [36, 60, 61, 83, 91, 131, 133, 135], "reduct": [19, 70, 91], "reestablish": 7, "ref": 68, "ref_air_dens": [8, 12, 59, 111, 131, 135, 136, 137], "ref_density_cp_ct": 137, "ref_lines_d": 37, "ref_lines_x2_d": 37, "ref_lines_x3_d": 37, "ref_rotor_diamet": [4, 36], "ref_tilt": [5, 8, 12, 59, 94, 95, 111, 112, 131, 135, 136, 137], "ref_tilt_cp_ct": 137, "ref_tilts_sort": 5, "refactor": 66, "refer": [5, 12, 16, 19, 20, 21, 24, 26, 28, 29, 31, 35, 36, 37, 38, 52, 59, 63, 69, 70, 74, 87, 99, 109, 111, 112, 126, 135, 136, 138, 139], "reference_height": [4, 36], "reference_wind_height": [6, 36, 56, 74, 130], "refin": [80, 81, 82, 83, 84, 85, 86, 133], "reflect": [70, 76, 93, 120, 137, 139], "regard": [64, 69], "regardless": 135, "region": [6, 20, 38, 100, 115, 134, 135], "regist": 69, "regress": 69, "regroup": 137, "regular": [37, 133], "regulargridinterpol": 33, "regularli": 132, "reiniti": [36, 63, 80, 81, 82, 85, 86, 88, 103, 130, 137], "reinitialize_bg": [43, 49], "reinitialize_xi": [43, 49], "rel": [4, 5, 7, 36, 38, 56, 60, 63, 64, 69, 83, 84, 104, 128], "relat": [12, 21, 136], "relationship": [11, 12, 20, 135], "relative_gain": 83, "releas": [132, 138], "relegation_numb": 46, "relev": 135, "reli": 68, "reload": 60, "remaind": [62, 82], "rememb": [133, 137], "remot": 69, "remov": [20, 60, 70, 86, 109, 113, 136, 137], "ren": 67, "renam": 137, "reoptim": 105, "reorder": 62, "reorgan": [70, 138], "repeat": [81, 84, 86, 101, 105, 107, 126, 139], "replac": [56, 70, 111, 137], "replai": 44, "report": [36, 61, 129, 133], "repositori": [129, 132], "repres": [35, 36, 37, 38, 42, 44, 63, 70, 73, 77, 104, 120, 122, 126, 133, 134, 135, 138, 139], "represent": [5, 12, 133], "representative_wind_spe": [63, 126, 139], "repurpos": 66, "request": [12, 69, 129], "requir": [3, 4, 7, 12, 56, 59, 60, 69, 71, 103, 107, 109, 133, 134, 135, 136, 137, 138, 139], "rerun": [105, 136], "resampl": [63, 73, 123], "resample_by_interpol": 63, "rescale_axi": 35, "research": 69, "reset": [12, 37, 61, 74, 77, 90, 104], "reset_oper": [36, 61, 74, 77, 133, 135, 137], "reset_rotor_area": 12, "reset_rotor_diameter_depend": 12, "reset_rotor_radiu": 12, "reshap": [61, 75, 87, 90, 104, 106, 135, 139], "resolut": [4, 7, 35, 36, 37, 61, 78, 99, 113, 118], "resolv": [60, 69], "resourc": [63, 104, 123, 126, 139], "respect": [11, 63, 70, 75, 85, 94, 95, 125, 134, 135, 137], "respond": 135, "rest": [69, 83, 84, 86, 138], "restor": 39, "result": [15, 16, 17, 35, 49, 61, 62, 64, 66, 74, 75, 76, 77, 78, 80, 81, 82, 85, 87, 88, 94, 101, 102, 103, 104, 105, 113, 114, 120, 125, 126, 129, 133, 135, 138, 139], "retain": 62, "retir": 137, "retriev": 7, "retun": 133, "return": [3, 4, 5, 6, 7, 8, 9, 11, 12, 13, 15, 16, 17, 19, 20, 21, 22, 24, 25, 26, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 42, 43, 47, 49, 52, 53, 54, 56, 58, 59, 60, 61, 62, 63, 69, 75, 98, 121, 122, 123, 133], "return_fig": 58, "return_fig_object": [37, 118, 133], "reus": [61, 66], "revers": [37, 62], "reverse_cut_plane_x_axis_in_plot": 37, "reverse_rotate_coordinates_rel_west": [62, 99], "rho": [43, 44, 45], "ri": [31, 67], "richard": [16, 67], "right": [53, 70, 85, 130, 134], "right_x": 53, "rightarrow": 70, "ro": [77, 86, 88], "robinson": [16, 67], "robust": [67, 78, 134], "root": [7, 84, 97, 131], "rose": [63, 73, 75, 76, 83, 84, 86, 95, 104, 120, 123, 124, 125, 126, 133, 139], "rotat": [7, 38, 43, 49, 62, 99, 125, 127], "rotate_coordinates_rel_west": 62, "rotation_offset": 38, "rotor": [7, 8, 12, 19, 20, 24, 26, 29, 35, 36, 37, 38, 42, 44, 53, 58, 59, 70, 72, 80, 81, 82, 85, 99, 104, 105, 106, 112, 115, 127, 131, 133, 134, 136], "rotor_area": 12, "rotor_diamet": [5, 12, 20, 24, 25, 28, 33, 38, 42, 53, 59, 64, 92, 93, 96, 111, 112, 131, 136], "rotor_diameter_i": [19, 20, 21, 22, 29, 30, 31, 32, 33, 34, 69, 76, 83, 84, 86, 91, 125, 126, 135], "rotor_diameters_sort": [5, 83, 84], "rotor_effective_veloc": [5, 8], "rotor_radiu": [12, 64], "rotor_velocity_air_density_correct": 8, "rotor_velocity_tilt_cosine_correct": 8, "rotor_velocity_yaw_cosine_correct": 8, "rough": 53, "roughli": [37, 104], "round": [38, 61, 62, 88, 113], "round_nearest": 62, "round_nearest_2_or_5": 62, "routin": [65, 66, 93, 110, 129, 133, 134, 139], "row": [7, 36, 37, 38, 49, 63, 80, 82, 83, 84, 96, 101, 112, 113, 116, 133], "rowpark_orst": 112, "rtype": 37, "rule": [52, 69, 83, 84, 86], "run": [5, 36, 37, 44, 56, 61, 63, 64, 68, 69, 71, 72, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 100, 101, 102, 103, 104, 105, 107, 108, 109, 110, 111, 112, 113, 114, 118, 120, 125, 126, 128, 129, 132, 134, 135, 139], "run_no_wak": [36, 61, 75, 76, 137], "runner": [5, 12, 76, 77, 83, 84, 86, 91, 124, 125, 126, 135], "runtimewarn": [76, 77, 83, 84, 86, 91, 124, 125, 126, 135], "ryan": [19, 20, 29, 67], "safe": 69, "safeconstructor": 62, "same": [7, 12, 20, 36, 53, 60, 61, 62, 63, 64, 69, 70, 71, 73, 74, 75, 78, 87, 99, 101, 104, 105, 120, 130, 133, 135, 136, 137, 138, 139], "sampl": [36, 37, 61, 64, 99, 113], "sample_flow_at_point": [36, 98], "sample_velocity_deficit_profil": [4, 36, 99], "sandbox": 132, "satisfactori": 70, "satisfi": 134, "save": [4, 37, 52, 60, 83, 84, 86, 92, 93, 132], "save_path": 37, "sc": 95, "scada": 78, "scalar": [60, 62, 64, 73, 135, 137], "scale": [8, 20, 24, 35, 70, 94, 95, 99, 106, 107, 108, 123, 139], "scale_unit": 99, "scan": 119, "scatter": [63, 64, 79, 95, 98, 111, 112, 126, 133, 139], "scenario": 35, "schmidt": [16, 67], "scienc": [19, 20, 28, 29, 63, 67, 73, 122, 139], "scipi": [6, 47, 51, 54, 85, 95, 104, 106, 123], "scratch": 44, "script": [60, 66, 68, 83, 84, 92, 93, 123, 133], "scroll": 69, "sea": 70, "second": [44, 63, 70, 83, 84, 86, 88, 99, 102, 106, 108, 133, 135, 138, 139], "secondari": [9, 19, 20, 29, 67], "seconds_per_iter": [46, 106, 126], "section": [69, 107, 132], "sector": [63, 123, 124, 125, 126, 139], "see": [4, 7, 19, 20, 29, 33, 34, 36, 53, 60, 61, 64, 69, 70, 78, 85, 95, 129, 130, 131, 133, 135, 137, 138], "seed": [104, 105, 106], "seem": 70, "seen": [103, 138], "segment": [63, 122, 139], "select": [12, 16, 69, 76, 107, 125, 126, 127, 130, 133, 136, 137, 138], "select_multidim_condit": 12, "self": [7, 63, 69], "semi": 85, "sens": 104, "sep": 63, "separ": [63, 70, 135, 139], "seper": 73, "seq": 62, "sequenc": [5, 63, 69, 133], "sequenti": 7, "sequential_solv": [9, 112], "seri": [7, 12, 16, 33, 34, 62, 63, 67, 69, 72, 73, 75, 76, 78, 101, 102, 114, 120, 121, 122, 128, 139], "serial": [80, 81, 82, 83, 84, 85, 86, 133], "serialrefin": [82, 133], "set": [5, 7, 19, 29, 36, 37, 38, 39, 44, 51, 54, 56, 58, 61, 62, 63, 64, 65, 69, 70, 71, 72, 73, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 122, 124, 126, 127, 128, 129, 130, 133, 134, 135, 136, 138], "set_aspect": [64, 95, 126], "set_awc_amplitud": 5, "set_awc_amplitudes_to_ref_amp": 5, "set_awc_frequ": 5, "set_awc_frequencies_to_ref_freq": 5, "set_awc_mod": 5, "set_awc_modes_to_ref_mod": 5, "set_fonts": 83, "set_for_viz": 36, "set_grid": 7, "set_layout": [63, 125], "set_major_loc": 99, "set_oper": 36, "set_operation_model": [36, 74, 77, 87, 88, 89, 90, 91, 135], "set_origin": 35, "set_param": 36, "set_power_setpoint": 5, "set_power_setpoints_to_ref_pow": 5, "set_rot": 83, "set_size_inch": [92, 93, 96, 98, 112], "set_ti_t": [63, 125], "set_tilt_to_ref_tilt": 5, "set_titl": [72, 75, 78, 81, 82, 83, 85, 86, 89, 91, 94, 95, 96, 99, 101, 102, 105, 108, 109, 113, 115, 120, 121, 122, 123, 124, 126, 128, 139], "set_vis": 124, "set_wd_step": [63, 124, 139], "set_wind_direct": 124, "set_wind_spe": [63, 125, 139], "set_xlabel": [75, 77, 78, 79, 80, 81, 82, 83, 85, 86, 87, 90, 91, 92, 93, 95, 96, 98, 99, 101, 103, 108, 109, 111, 112, 113, 114, 123, 126, 133, 135, 139], "set_xlim": [37, 87, 99, 112], "set_xtick": [83, 85, 92, 93, 96], "set_xticklabel": [83, 85, 92, 93, 96], "set_yaw_angl": 5, "set_yaw_angles_to_ref_yaw": 5, "set_ylabel": [75, 77, 78, 79, 80, 81, 82, 83, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 98, 99, 101, 103, 108, 109, 111, 112, 113, 114, 120, 121, 122, 123, 126, 133, 135, 139], "set_ylim": [82, 99, 112], "set_yscal": 85, "set_ytick": 83, "set_yticklabel": 83, "set_zlim": 133, "setpoint": [12, 36, 52, 61, 77, 87, 89, 135, 137], "setup": [69, 104, 105, 106], "sever": [37, 71, 75, 99, 102, 128, 130, 133, 137, 139], "shade": [38, 115, 134], "shade_region": [38, 115], "shaft": 59, "shallow": 91, "shape": [7, 8, 12, 20, 36, 56, 61, 62, 64, 71, 75, 77, 97, 104, 105, 106, 107, 126, 133, 138, 139], "share": [63, 69], "sharei": [77, 80, 81, 82, 91, 101, 102, 128, 133], "sharex": [72, 80, 81, 82, 88, 89, 91, 94, 101, 102, 108, 109, 111, 115, 120, 121, 122, 128, 133, 135], "sharp": 70, "shear": [36, 43, 49, 74, 103, 130], "shell": 132, "shift": [62, 123], "shift_amount": 123, "short": 69, "shortcut": [36, 37], "shorter": 29, "should": [2, 5, 6, 7, 8, 12, 20, 31, 36, 37, 39, 42, 49, 52, 53, 56, 58, 60, 61, 63, 66, 69, 70, 71, 82, 93, 107, 125, 131, 134, 136, 137], "show": [37, 38, 58, 63, 64, 68, 72, 73, 75, 77, 78, 79, 80, 81, 82, 83, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 128, 129, 130, 133, 134, 135, 138, 139], "show_bbox": [38, 115], "show_colorbar": [126, 139], "show_flow_cut": [92, 93], "show_point": 38, "showcas": 103, "shown": [72, 73, 130, 133, 134, 138], "shrink": [49, 86, 136], "shrink_boundari": [43, 49], "shut": [74, 88], "sigma": 30, "sigma_": 70, "sigma_0": 29, "sigma_0_d": [29, 70], "sigma_i": [29, 30, 70], "sigma_max_rel": 33, "sigma_y0": 29, "sigma_z": [29, 30, 70], "sigma_z0": [29, 76, 83, 84, 86, 91, 125, 126, 135], "sigmoid_integr": 29, "signal": [59, 73, 74, 135], "signatur": 69, "signific": 69, "significantli": [104, 137], "simd": 64, "similar": [19, 20, 36, 63, 73, 78, 99, 120, 126, 127, 132, 137, 139], "similarli": [61, 70, 73, 139], "simlei": 63, "simpl": [7, 8, 22, 25, 32, 36, 39, 52, 61, 70, 71, 77, 79, 88, 91, 104, 107, 120, 133, 134, 138], "simple_cubatur": 8, "simple_mean": 8, "simplederatingturbin": [11, 135], "simplefilt": 139, "simpler": [19, 70, 138], "simplest": [70, 132, 133, 135], "simpleturbin": [11, 135], "simpli": [11, 15, 133, 135], "simplic": 69, "simplifi": [19, 36, 52, 93, 110], "simul": [2, 4, 7, 12, 35, 36, 61, 65, 66, 69, 71, 73, 75, 88, 93, 94, 95, 98, 100, 101, 102, 107, 109, 110, 128, 129, 130, 133, 135, 136, 139], "simultan": 136, "sin": 64, "sinc": [7, 36, 64, 69, 77, 85, 103, 109, 124, 125, 126, 133, 135, 138, 139], "sind": 62, "sine": 62, "singl": [7, 8, 12, 16, 36, 51, 54, 56, 58, 61, 62, 63, 64, 67, 72, 94, 95, 98, 99, 103, 107, 112, 113, 126, 130, 133, 137, 138, 139], "sinner": [67, 134], "sinusoid": 135, "size": [7, 37, 38, 62, 63, 68, 69, 73, 82, 83, 101, 113, 124, 125, 133, 136, 139], "size_d": 105, "skip": 22, "skip_fil": 2, "slice": [35, 36, 58, 92, 93, 96, 103, 112, 115, 128, 133], "slight": 70, "slightli": [35, 82, 137], "slope": [52, 63, 138], "slope_1": [63, 122], "slope_2": [63, 122, 139], "slower": [37, 119], "slsqp": [44, 47, 54, 85, 134], "sm": 105, "small": 109, "smaller": [73, 113], "smooth": [29, 109], "smoothing_length": 29, "smoothing_length_d": [29, 70], "smoothli": 70, "smoothstep": 70, "so": [2, 7, 8, 36, 37, 60, 62, 63, 64, 68, 69, 70, 74, 77, 93, 108, 133, 136], "soa": 64, "softwar": [2, 65, 66, 69, 129, 132, 133], "sol": [44, 45, 104, 105], "sole": 137, "solid": [38, 92, 93, 96], "solut": [4, 28, 67, 68, 134, 135], "solv": [36, 69, 96, 105, 112, 134], "solve_for_point": 4, "solve_for_velocity_deficit_profil": 4, "solve_for_viz": 4, "solver": [4, 7, 36, 37, 44, 45, 47, 66, 69, 107, 130, 134, 138], "solver_set": [36, 56], "some": [36, 64, 68, 69, 70, 76, 83, 84, 86, 88, 119, 124, 125, 133, 135, 137, 138, 139], "sort": [7, 104, 106], "sorted_coord_indic": [5, 7], "sorted_indic": [5, 7], "sourc": [0, 3, 4, 5, 6, 7, 8, 9, 11, 12, 13, 15, 16, 17, 19, 20, 21, 22, 24, 25, 26, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 42, 43, 44, 45, 46, 47, 49, 51, 52, 53, 54, 55, 56, 58, 59, 60, 61, 62, 63, 68, 69, 138], "south": 104, "southerli": 104, "sowfa": 35, "space": [4, 7, 43, 49, 62, 63, 104, 123, 129, 133], "space_constraint": [43, 44, 45], "spanwis": [7, 20, 21, 90, 92, 93, 103, 110, 130, 138], "sparser": 126, "spatial": 21, "special": [4, 61, 69], "specif": [7, 11, 19, 20, 24, 26, 29, 36, 37, 42, 60, 64, 69, 98, 101, 102, 107, 133, 134, 138, 139], "specifi": [6, 8, 12, 19, 26, 29, 35, 36, 37, 38, 39, 42, 44, 56, 58, 59, 61, 63, 70, 71, 72, 73, 74, 83, 84, 86, 87, 98, 104, 105, 106, 124, 125, 126, 128, 130, 131, 132, 133, 134, 135, 136, 137, 139], "specifici": 139, "specified_condit": 12, "specified_pow": 111, "specififi": 139, "speed": [6, 7, 12, 32, 35, 36, 37, 47, 54, 55, 56, 58, 59, 61, 63, 64, 71, 73, 74, 75, 76, 77, 78, 79, 83, 84, 86, 87, 88, 90, 91, 94, 95, 96, 99, 100, 101, 103, 104, 105, 106, 107, 108, 109, 111, 112, 113, 114, 120, 121, 122, 123, 124, 125, 126, 127, 128, 130, 131, 133, 134, 135, 137, 139], "speed_multipli": [6, 63, 100, 101, 102, 103, 105, 128], "speed_up": 100, "speedup": [114, 126, 128, 139], "spent": [84, 85], "sphinx": 69, "split": [80, 81, 82, 85], "spot": 129, "spp": [63, 73, 122, 139], "sqrt": [70, 76, 77, 83, 84, 86, 91, 125, 126, 135], "squar": [7, 17, 104, 126, 133], "squeez": [85, 94, 99], "sr": [16, 67], "stack": 63, "stackoverflow": 62, "stage": 69, "stai": 99, "stallard": [16, 67], "standard": [61, 63, 73, 78, 81, 100, 113, 121, 136, 139], "stane": 53, "start": [36, 43, 49, 53, 77, 91, 99, 105, 112, 114, 123, 124, 132], "start_tim": [83, 84, 85], "startswith": 105, "stash": 69, "stat": 106, "state": [3, 4, 37, 70, 127, 129], "statement": [39, 66], "static": [6, 11, 36, 63], "statu": 69, "steadi": [4, 94, 95, 127, 129], "steady_state_atmospheric_condit": 4, "steen": 67, "steer": [9, 19, 20, 28, 29, 63, 67, 73, 82, 83, 84, 122, 134, 139], "stem": 109, "step": [62, 63, 69, 73, 75, 76, 83, 84, 87, 106, 114, 120, 122, 123, 125, 126, 132, 133, 136, 137, 139], "still": [61, 74, 101, 126, 133, 137, 139], "stock": [16, 67], "stop": [53, 69], "store": [37, 44, 63, 76, 101, 102, 124, 125, 128, 137, 139], "storehistori": [44, 45], "str": [4, 5, 7, 8, 11, 12, 13, 19, 20, 21, 22, 28, 29, 30, 31, 32, 33, 34, 36, 37, 38, 39, 44, 58, 60, 61, 62, 63, 69, 112, 125, 138], "str_": [5, 12, 36], "straightforward": 66, "strategi": [70, 135, 137], "stream": [19, 20, 29, 36, 37, 62, 91, 98, 99], "streamplot": 37, "streamwis": [19, 21, 29, 36, 37, 90, 92, 93, 95, 99, 103, 110, 130, 133], "streamwise_plane_loc": [92, 93, 96], "strength": 20, "stretch": 35, "string": [5, 12, 35, 36, 37, 59, 60, 63, 77, 137], "strive": 66, "strouhal": 135, "structur": [7, 9, 31, 66, 69, 71, 123, 130, 133, 135, 137, 139], "studi": [19, 20, 29, 67, 129], "style": [38, 63, 92, 93, 96], "subclass": [42, 51, 53, 54, 139], "subject": 134, "submit": [19, 20, 29, 67], "submodel": [11, 12], "submodul": 11, "subplot": [37, 64, 72, 75, 77, 78, 79, 80, 81, 82, 83, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 98, 99, 100, 101, 102, 103, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 119, 120, 121, 122, 123, 124, 125, 126, 128, 133, 135, 138, 139], "subplot_kw": [120, 123, 124, 125, 139], "subsequ": 135, "subset": [86, 115, 134], "substanti": 82, "subtract": 62, "success": [31, 69], "successfulli": [69, 85, 104, 105], "suffix": 109, "suggest": [70, 138], "suit": 69, "suitabl": 133, "sum": [17, 36, 56, 61, 73, 75, 76, 78, 85, 90, 91, 95, 104, 105, 106, 123, 125, 133, 139], "sum_": 70, "sum_w": 134, "summari": 69, "super": [7, 20, 63], "superposit": [15, 16, 17, 67], "supersed": 112, "suppli": [7, 36, 37, 61, 71, 73, 99, 104, 107, 113, 126, 127, 131], "support": [37, 56, 60, 69, 127, 128, 129, 130, 138], "suppos": 35, "suppress": 105, "suptitl": [92, 93, 95, 99, 102, 108, 109, 118, 120, 121, 122, 123, 124, 128, 133], "sure": [6, 69, 128, 132], "surfac": 70, "surpris": 69, "surround": 128, "svensen": 34, "svensson": 67, "sweep": [75, 80, 81, 89, 98, 108, 135, 139], "swept": [7, 8, 64, 77, 78, 113, 139], "switch": [91, 112, 134, 135], "syntax": 84, "synthes": 82, "synthet": 123, "system": [60, 99], "t": [7, 11, 16, 37, 49, 53, 60, 66, 67, 70, 80, 81, 82, 83, 84, 85, 86, 87, 89, 90, 92, 93, 96, 109, 112, 115, 125, 133, 135, 136], "t0": [77, 88, 133], "t1": [72, 77, 88, 90], "t10": 72, "t2": [72, 88], "t3": 72, "t4": 72, "t6": 133, "t75": 72, "t78": 72, "t9": 72, "t_idx": 108, "t_index": 72, "t_rang": 37, "t_t": 70, "t_tot": [83, 84], "tabl": [12, 62, 63, 73, 76, 82, 94, 95, 104, 107, 123, 127, 131, 139], "tag": [62, 69], "take": [69, 70, 97, 127, 134, 135, 139], "tand": 62, "tangent": 62, "target": 86, "task": 66, "team": [69, 129], "technic": 69, "techniqu": [21, 67], "technologi": 69, "teh": 113, "tell": 129, "templat": 69, "temporarili": 36, "ten": 112, "term": [19, 26, 29, 36, 56, 59, 61, 70, 135], "termin": [69, 85, 104, 105, 130, 132], "terrain": [38, 115], "test": [66, 68, 90, 111, 138], "test_i": 46, "test_min_dist": 46, "test_point_in_bound": 46, "test_x": 46, "text": [38, 69, 70, 99, 128, 134, 135, 136, 139], "th": [7, 37, 86], "than": [29, 37, 49, 62, 63, 70, 73, 76, 82, 100, 103, 115, 121, 126, 133, 135, 137, 139], "thei": [11, 36, 62, 63, 69, 70, 94, 97, 101, 109, 126, 130, 137, 138, 139], "them": [63, 66, 73, 99, 133, 136, 138, 139], "themselv": [64, 137, 138], "theoret": [19, 20, 29, 67], "theori": [70, 135], "therefor": [7, 69, 76, 82, 134, 135, 137, 139], "theta": 64, "thi": [2, 3, 4, 6, 7, 8, 9, 11, 12, 20, 21, 31, 35, 36, 37, 39, 42, 44, 47, 52, 53, 54, 56, 60, 61, 62, 63, 64, 65, 66, 68, 69, 70, 71, 72, 73, 74, 75, 76, 78, 79, 82, 83, 84, 85, 86, 87, 88, 89, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 110, 111, 112, 113, 114, 120, 122, 123, 124, 125, 126, 127, 128, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139], "thing": [86, 129], "think": 133, "third": [63, 110, 133], "those": [11, 36, 56, 61, 63, 70, 86, 104, 121, 124, 137], "though": 133, "three": [7, 12, 62, 89, 94, 99, 103, 120, 131], "threshold": 135, "through": [11, 35, 36, 37, 64, 66, 69, 77, 109, 116, 117, 123, 124, 129, 130, 132, 133, 135, 136, 137, 139], "throughout": [7, 29, 37, 64, 69, 138], "throw": [26, 60, 73], "thrust": [7, 11, 12, 19, 20, 29, 36, 58, 59, 70, 74, 91, 94, 95, 107, 108, 111, 127, 131, 135, 136, 137], "thrust_coeffici": [11, 12, 59, 109, 111, 112, 127, 131, 135, 137], "thrust_coefficient_curv": 58, "thrust_coefficient_funct": 12, "thrust_coefficients_bas": [91, 135], "thrust_coefficients_peak_shav": [91, 135], "thu": 135, "thumb": [52, 83, 84, 86], "thurst": 135, "ti": [25, 33, 63, 73, 75, 80, 81, 82, 120, 125, 126, 133, 136, 139], "ti_arrai": [98, 120], "ti_col": 63, "ti_col_or_valu": [63, 73, 76, 83, 84, 86, 95, 123], "ti_edg": 63, "ti_md": 136, "ti_resolut": [61, 78, 113], "ti_step": [63, 139], "ti_tabl": [63, 73, 74, 75, 82, 104, 105, 106, 121, 122, 123, 124, 125, 126, 139], "tick": 83, "ticker": 99, "tight_layout": [82, 83, 90, 99, 120], "tightli": 69, "tile": [12, 87, 107], "tilt": [11, 12, 19, 29, 58, 59, 70, 74, 94, 95, 107, 108, 127, 131, 135, 136], "tilt_angl": [5, 8, 11, 12], "tilt_angle_i": 29, "tilt_angles_fix": 94, "tilt_angles_flo": 94, "tilt_angles_floating_defined_flo": 94, "tilt_angles_sort": 5, "tilt_i": 19, "tilt_interp": [8, 11, 12], "time": [44, 52, 63, 68, 69, 73, 75, 76, 78, 83, 84, 85, 86, 87, 96, 101, 102, 106, 114, 120, 121, 122, 126, 128, 133, 137, 139], "time_geo": 85, "time_model_calcul": 133, "time_scipi": 85, "time_seri": [73, 75, 76, 78, 80, 81, 83, 84, 86, 89, 94, 101, 102, 108, 113, 114, 120, 121, 122, 128, 137, 139], "time_series_aep": 120, "time_series_avp": 120, "time_sr": 85, "timelimit": [44, 45], "timelin": 129, "timerpc": [83, 84, 85, 114], "timeseri": [63, 73, 74, 75, 76, 77, 78, 80, 81, 83, 84, 86, 89, 91, 94, 100, 101, 102, 108, 112, 113, 114, 120, 121, 122, 124, 128, 135, 137], "timestamp": 62, "tindex": [81, 101], "tip": [12, 59, 131], "tip_speed_ratio": 20, "titl": [37, 63, 68, 69, 72, 90, 92, 93, 95, 100, 102, 103, 110, 112, 116, 117, 119, 120, 128, 133], "tl": 136, "tlit": 94, "tmp": [105, 124], "to_fil": 4, "to_windros": [63, 73, 120, 139], "to_windtiros": [63, 120, 139], "todo": [20, 35, 49, 60], "togeth": [5, 15, 72, 133, 138], "toler": 59, "toml": 69, "took": 85, "tool": [46, 59, 65, 134, 137], "tooltip": 68, "tooltip_label": 68, "top": [4, 37, 53, 92, 93, 123, 130, 133, 138], "top_left_i": 53, "top_left_yaw_low": 53, "top_left_yaw_upp": 53, "top_right_i": 53, "top_right_yaw_low": 53, "top_right_yaw_upp": 53, "tossa": [19, 20, 28, 29, 67], "total": [7, 49, 63, 71, 75, 76, 84, 85, 91, 120, 122, 133, 139], "total_optimization_second": [46, 106, 126], "total_power_uplift_geo": 85, "total_power_uplift_scipi": 85, "total_power_uplift_sr": 85, "tp": 107, "tracebackinfofilt": 39, "track": [71, 133], "trad": 67, "transit": [124, 137], "transpar": 38, "transvers": [9, 20], "trapezoid": 53, "travers": [36, 43, 49, 62], "treat": [120, 136], "tricontourf": [37, 105], "trigger": 12, "true": [12, 20, 34, 36, 37, 38, 39, 42, 44, 46, 51, 54, 55, 56, 61, 63, 70, 73, 74, 75, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 88, 89, 90, 91, 92, 93, 94, 95, 100, 101, 102, 103, 104, 105, 107, 108, 109, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 128, 130, 133, 135, 138, 139], "try": [98, 99, 106, 109], "tsr": [5, 12, 59, 111, 131, 136], "tsr_i": 20, "tsrs_sort": 5, "tunabl": 70, "tune": [11, 19, 20, 70, 134, 135, 138], "tupl": [7, 12, 35, 36, 37, 38, 58, 60, 63, 133], "turb_u_wak": 28, "turb_v_i": 20, "turb_w_i": 20, "turbin": [2, 5, 7, 8, 9, 19, 20, 21, 24, 26, 28, 29, 35, 36, 37, 38, 42, 43, 44, 47, 49, 51, 52, 53, 54, 56, 58, 59, 61, 63, 64, 65, 67, 69, 70, 71, 72, 73, 74, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 90, 92, 93, 95, 96, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 112, 113, 115, 116, 117, 118, 120, 124, 125, 126, 128, 130, 134, 138, 139], "turbine_average_veloc": [36, 88, 94, 97, 112], "turbine_axial_induction_funct": 5, "turbine_coordin": 7, "turbine_data": 59, "turbine_data_dict": [59, 111, 112], "turbine_definit": [5, 87], "turbine_depth": [80, 81, 82, 83, 85, 86, 133], "turbine_diamet": [7, 28], "turbine_dict": [59, 111, 136], "turbine_grid": 130, "turbine_grid_point": [97, 130, 133], "turbine_i": 53, "turbine_indic": [38, 115], "turbine_libari": 58, "turbine_librari": [5, 12, 74, 107, 111, 112, 130, 131, 132, 135, 136, 137], "turbine_library_path": [5, 12, 36], "turbine_map": [5, 21, 58, 109, 136], "turbine_nam": [38, 59, 72, 112, 115], "turbine_obj": 136, "turbine_pow": [71, 75, 77, 88, 90, 92, 93, 100, 101, 107, 108, 109, 133, 137, 139], "turbine_power_funct": 5, "turbine_power_thrust_t": [5, 12], "turbine_powers_2": 89, "turbine_powers_3": 89, "turbine_powers_avail_d": 87, "turbine_powers_bas": 137, "turbine_powers_base_nowak": 137, "turbine_powers_by_wd": 101, "turbine_powers_der": 87, "turbine_powers_hs_1": 108, "turbine_powers_nom": [78, 113], "turbine_powers_orig": 87, "turbine_powers_unc": 113, "turbine_powers_unc_3": 78, "turbine_powers_unc_5": 78, "turbine_powers_yaw": 137, "turbine_powers_yawed_nowak": 137, "turbine_thrust_coefficient_funct": 5, "turbine_tilt_interp": 5, "turbine_typ": [5, 12, 36, 56, 59, 87, 107, 109, 111, 112, 130, 131, 137], "turbine_type_map": [5, 8, 12], "turbine_type_map_sort": 5, "turbine_util": 137, "turbine_weight": [36, 51, 54, 55, 56, 61, 79, 86], "turbine_x": 53, "turbine_yaw": 30, "turbinecubaturegrid": [7, 64], "turbinegrid": [7, 9, 64], "turbineinterfac": [58, 136], "turbinelibrari": [58, 136], "turbinemap": 21, "turbopark": 34, "turbopark_cubatur": 112, "turbopark_gauss": 112, "turbopark_solv": 9, "turboparkgauss": [112, 138], "turboparkgauss_cubatur": [112, 138], "turboparkgaussvelocitydeficit": [34, 138], "turboparkgaussvelocitydeficitmodel": 138, "turboparkvelocitydeficit": 33, "turboparkvelocitydeficitmodel": 138, "turbs_downstream": 52, "turbul": [7, 12, 13, 20, 24, 25, 26, 34, 36, 52, 55, 61, 63, 67, 69, 70, 71, 73, 74, 75, 77, 78, 100, 101, 102, 113, 120, 121, 122, 125, 128, 130, 133, 135, 137], "turbulence_funct": 13, "turbulence_intens": [6, 11, 12, 28, 36, 52, 56, 61, 63, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 94, 95, 98, 100, 101, 102, 107, 108, 109, 111, 112, 113, 114, 116, 117, 118, 119, 120, 121, 122, 128, 129, 130, 133, 135, 137, 139], "turbulence_intensities_valid": 6, "turbulence_intensity_field": 6, "turbulence_intensity_field_sort": 6, "turbulence_intensity_field_sorted_avg": 6, "turbulence_intensity_i": [20, 21, 22, 28, 30, 31, 32, 34, 69], "turbulence_model": [13, 130], "turn": [26, 69, 90, 135], "two": [16, 37, 63, 64, 65, 66, 69, 71, 72, 74, 78, 85, 86, 87, 89, 91, 96, 98, 99, 101, 102, 107, 110, 113, 120, 122, 126, 128, 133, 134, 135, 137, 138, 139], "type": [3, 4, 5, 6, 7, 8, 9, 11, 12, 13, 15, 16, 17, 19, 20, 21, 22, 24, 25, 26, 28, 29, 30, 31, 32, 33, 34, 36, 37, 38, 56, 58, 60, 61, 62, 63, 64, 69, 74, 87, 109, 120, 124, 130, 131, 133, 137, 138, 139], "type_dec": 132, "typeerror": 60, "typic": [7, 12, 36, 56, 61, 62, 63, 64, 65, 69, 71, 75, 82, 121, 127, 129, 130, 131, 133, 138, 139], "u": [6, 7, 36, 37, 63, 70, 73, 97, 99, 112, 118, 122, 123, 133, 139], "u0": [76, 83, 84, 86, 91, 112, 125, 126, 135], "u_": 70, "u_at_point": 98, "u_field": [15, 16, 17], "u_i": [20, 28], "u_initi": [20, 28, 30, 32, 33, 34, 76, 77, 83, 84, 86, 91, 125, 126, 135], "u_initial_sort": 6, "u_norm": 112, "u_point": 97, "u_sort": 6, "u_wak": [15, 16, 17], "ufmodel": [81, 113], "ufmodel_3": 78, "ufmodel_5": 78, "uinf": 20, "ultim": 69, "uncertain": [81, 114], "uncertain_floris_model": 132, "uncertainflori": 78, "uncertainflorismodel": [56, 61, 78, 81, 113, 114, 139], "uncertainti": [36, 61, 78, 81, 113], "unchang": 25, "uncom": 69, "uncombin": 138, "under": [37, 73, 79, 91, 107, 135], "underli": [7, 36, 37, 61, 126, 128, 135, 137, 139], "underscor": [105, 124], "underset": 134, "understand": [37, 133], "unexpand": 61, "uniform": [36, 61, 63, 73, 76, 77, 82, 104, 105, 120, 139], "uniformli": 73, "uniniti": 3, "union": [12, 60], "uniqu": [36, 61, 71, 75, 78, 82, 113, 133], "unique_turbine_pow": 61, "unit": [7, 20, 36, 63, 69, 134], "unitless": 131, "univers": 63, "unless": 137, "unlik": [70, 73, 139], "unnecessari": 69, "unpack": 63, "unpack_for_reiniti": 63, "unpack_freq": [63, 76, 84], "unpack_valu": 63, "unrealist": 96, "unrel": 66, "unrot": 53, "unsorted_indic": [5, 6, 7], "unspecifi": 63, "unstag": 69, "until": [52, 125], "unus": 59, "unwant": 135, "up": [2, 6, 7, 12, 36, 37, 52, 56, 61, 62, 63, 69, 70, 75, 76, 83, 84, 86, 98, 100, 101, 103, 104, 106, 112, 120, 126, 128, 130, 131, 132, 133, 134, 135, 137, 138, 139], "updat": [31, 35, 56, 58, 63, 68, 69, 70, 83, 84, 90, 125, 135, 138], "upgrad": 132, "uplift": [82, 83, 84, 85], "upload": 69, "upon": [36, 69], "upper": [53, 83, 86, 100, 133, 138], "upsampl": [63, 73, 124, 126, 139], "upstream": [7, 24, 38, 53, 64, 69, 70, 77, 78, 87, 89, 90, 91, 113, 133, 135], "upstream_power_setpoint": 77, "upstream_yaw_angl": 89, "upward": 73, "ur": [76, 77, 83, 84, 86, 91, 125, 126, 135], "url": [28, 67], "us": [2, 3, 4, 5, 6, 7, 8, 9, 12, 15, 16, 17, 19, 20, 21, 24, 26, 29, 31, 35, 36, 37, 38, 39, 42, 44, 46, 47, 51, 52, 53, 54, 56, 58, 59, 61, 62, 63, 64, 66, 69, 70, 71, 72, 73, 74, 75, 76, 78, 79, 80, 81, 82, 83, 84, 85, 86, 90, 92, 93, 94, 95, 96, 98, 99, 100, 102, 103, 104, 105, 106, 107, 108, 110, 111, 112, 113, 114, 115, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 128, 129, 130, 131, 132, 134, 135, 136, 137, 138, 139], "usag": [69, 71, 93, 110, 121, 122, 129, 136], "usd": [104, 139], "use_dist_based_init": [46, 126], "use_mpi4pi": 56, "use_secondary_st": 20, "use_turbulence_correct": [36, 61], "use_valu": [42, 44, 46, 47, 104, 134], "user": [5, 6, 7, 8, 36, 37, 52, 56, 58, 60, 61, 65, 66, 69, 70, 72, 87, 91, 98, 99, 100, 102, 106, 107, 127, 128, 130, 131, 132, 133, 134, 135, 136, 137, 138], "usernam": 69, "userwarn": 124, "usual": [12, 36, 69, 134, 135], "util": [2, 69, 99, 120, 132, 137], "v": [6, 7, 20, 36, 37, 58, 63, 69, 73, 122, 139], "v2": [79, 82], "v3": [4, 5, 11, 68, 69, 138], "v4": [132, 138, 139], "v_bottom": [76, 77, 83, 84, 86, 91, 125, 126, 135], "v_core": [76, 77, 83, 84, 86, 91, 125, 126, 135], "v_i": 20, "v_initial_sort": 6, "v_sort": 6, "v_top": [76, 77, 83, 84, 86, 91, 125, 126, 135], "val": [76, 77, 83, 84, 86, 91, 125, 126, 135], "valid": [3, 5, 6, 7, 16, 38, 39, 52, 60, 67, 69, 82, 96], "validate_model_str": 13, "valu": [3, 5, 6, 7, 12, 13, 19, 20, 24, 26, 29, 35, 36, 37, 38, 39, 42, 44, 47, 52, 56, 59, 60, 61, 62, 63, 64, 70, 71, 73, 76, 77, 83, 84, 85, 86, 91, 94, 95, 97, 98, 100, 102, 104, 105, 107, 113, 114, 118, 120, 121, 123, 124, 125, 126, 128, 130, 131, 133, 134, 135, 137], "value_arrai": 120, "value_t": [63, 73, 104, 139], "value_zero_w": [63, 122, 139], "valueerror": 38, "vardict": [44, 45], "vari": [70, 87, 94, 95, 98, 103, 128, 133, 135, 136, 137], "variabl": [24, 37, 43, 44, 49, 52, 63, 73, 135, 138], "variables_from_prepare_funct": 69, "variat": [94, 95, 136], "varieti": 66, "variou": [31, 68, 69, 112, 137], "ve": 76, "vector": [5, 8, 35, 36, 64, 133, 137], "veer": [29, 36, 130], "vel_compon": 37, "veloc": [4, 7, 8, 9, 11, 12, 13, 15, 16, 17, 19, 20, 26, 29, 31, 35, 36, 37, 69, 70, 94, 95, 97, 98, 103, 104, 112, 127, 130, 133, 135, 138], "velocity_deficit": 99, "velocity_deficit_profil": 37, "velocity_field": [15, 16, 17], "velocity_funct": 13, "velocity_model": [13, 99, 112, 130, 138], "velocityprofilesfigur": [37, 99], "verbos": [61, 66, 113], "veri": [36, 52, 66, 70, 83, 84, 86, 100, 120, 137], "verif": 138, "verifi": [12, 20, 69, 132], "verify_converg": [51, 54, 55, 56, 82], "verion": 130, "version": [59, 63, 69, 119, 128, 132], "vertex": 38, "vertic": [7, 19, 21, 29, 36, 37, 38, 42, 44, 70, 94, 99, 103, 104, 105, 106, 107, 108, 116, 117, 130], "vertical_deflection_gain_d": [19, 70], "vertical_profil": 99, "via": [11, 58, 62, 69, 73, 78, 79, 86, 103, 129, 132, 134, 136, 137, 138, 139], "violat": 66, "viridi": 83, "viridis_r": 63, "virtual": [39, 132], "visual": [36, 37, 38, 66, 73, 86, 92, 93, 95, 100, 102, 112, 129, 139], "visualize_cut_plan": [37, 72, 90, 92, 93, 95, 96, 99, 100, 103, 110, 112, 115, 116, 117, 119, 128, 133, 138], "visualize_heterogeneous_cut_plan": [37, 100, 102, 128], "visualize_quiv": 37, "vmax": [95, 102, 128], "vmin": [95, 102, 128], "vn": 69, "vogel": [16, 67], "vol": [33, 34], "volum": 67, "vortex": 20, "vortic": 20, "vstack": [83, 84, 85, 86, 133], "w": [6, 7, 12, 16, 20, 36, 37, 61, 63, 67, 73, 76, 80, 81, 82, 83, 84, 85, 86, 95, 102, 107, 114, 115, 120, 123, 128, 131, 133, 134], "w_d": 70, "w_i": 20, "w_idx": 75, "w_initial_sort": 6, "w_sort": 6, "w_v": 70, "wa": [36, 61, 69, 101, 105, 112, 124, 125, 133, 137, 138], "wai": [72, 86, 101, 102, 132, 133, 136], "wake": [2, 3, 4, 5, 7, 9, 15, 16, 17, 19, 20, 21, 24, 25, 26, 28, 29, 31, 32, 33, 34, 36, 37, 38, 52, 56, 59, 61, 63, 64, 66, 67, 69, 72, 73, 75, 76, 79, 82, 83, 84, 86, 88, 91, 92, 93, 94, 95, 97, 99, 104, 107, 108, 112, 115, 119, 122, 127, 130, 131, 134, 135, 136, 137, 139], "wake_added_yaw": 20, "wake_deflect": [76, 77, 83, 84, 86, 91, 125, 126, 135], "wake_deflection_paramet": [13, 93, 130], "wake_expans": 28, "wake_expansion_r": [29, 70, 92], "wake_field": [15, 16, 17], "wake_label_s": 38, "wake_loss": 76, "wake_plotting_dict": 38, "wake_slop": 52, "wake_turbulence_paramet": [13, 130], "wake_veloc": [9, 76, 77, 83, 84, 86, 91, 125, 126, 135], "wake_velocity_paramet": [13, 92, 130], "wakeinducedmix": 26, "wakemanag": [36, 61], "wakemodelmanag": [4, 9, 13], "walk": 114, "wall": 133, "walltim": 133, "want": [36, 56, 61, 69, 86, 131, 132, 135], "warn": [26, 39, 69, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 130, 135, 139], "wasp_10_help_facil": 123, "watch": 69, "watt": [12, 36, 56, 61, 133], "wave": [107, 108, 131], "wd": [12, 38, 73, 75, 76, 82, 83, 84, 85, 86, 95, 101, 102, 107, 112, 123, 126, 128, 133, 139], "wd_arrai": [79, 85, 98, 109, 112, 120], "wd_col": [63, 73, 76, 83, 84, 86, 95, 123], "wd_edg": [63, 73], "wd_idx": 123, "wd_resolut": [61, 78, 113], "wd_sample_point": [61, 113], "wd_std": [61, 78, 81, 113], "wd_step": [63, 73, 123, 126, 139], "we": [7, 9, 28, 31, 53, 63, 64, 67, 69, 70, 72, 73, 74, 76, 77, 78, 82, 83, 84, 85, 86, 99, 103, 108, 109, 112, 113, 122, 124, 125, 133, 134, 135, 136, 137, 138, 139], "websit": 69, "weibul": [63, 123], "weibull_func": 123, "weigh": [36, 56, 61], "weight": [7, 8, 12, 36, 54, 61, 63, 78, 79, 86, 113, 139], "welch": [28, 67], "well": [31, 49, 52, 59, 66, 69, 70, 71, 77, 93, 111, 129, 134, 136, 137, 139], "were": [66, 69, 94, 99, 103, 124, 127, 137], "west": [62, 99, 104, 105, 128, 130], "wf": 90, "what": [20, 35, 37, 63, 73, 83, 84, 86], "when": [19, 20, 24, 26, 29, 35, 36, 56, 59, 60, 61, 63, 66, 68, 69, 70, 75, 82, 84, 96, 99, 101, 103, 104, 105, 107, 124, 125, 128, 130, 131, 133, 134, 135, 137, 139], "where": [4, 5, 29, 36, 37, 38, 49, 52, 53, 58, 61, 63, 65, 69, 70, 74, 75, 78, 83, 84, 86, 89, 99, 101, 104, 110, 113, 121, 122, 124, 129, 130, 133, 134, 135, 136, 137, 138, 139], "wherein": 121, "whether": [12, 36, 39, 59, 63], "which": [6, 11, 12, 19, 28, 29, 36, 37, 38, 44, 52, 53, 58, 59, 60, 63, 69, 70, 72, 73, 74, 75, 76, 79, 82, 85, 86, 94, 95, 99, 101, 104, 108, 111, 112, 119, 126, 127, 128, 129, 130, 131, 133, 134, 135, 136, 137, 138, 139], "while": [68, 70, 77, 78, 80, 81, 86, 89, 94, 104, 113, 126, 133, 134, 135, 139], "white": [99, 115], "who": 132, "whose": [79, 89, 105, 124, 137], "wide": 66, "wider": 136, "width": [20, 29, 37, 38, 49, 68, 70, 92, 93, 96, 123, 138], "wiggl": 59, "willden": [16, 67], "william": [16, 67], "wim": [70, 93], "wim_gain_deflect": 70, "wim_gain_veloc": 70, "win": 94, "wind": [2, 4, 5, 6, 7, 12, 16, 19, 20, 21, 24, 28, 29, 31, 32, 33, 35, 36, 37, 38, 43, 44, 47, 49, 52, 53, 54, 55, 56, 58, 59, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 74, 75, 76, 77, 78, 79, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 99, 100, 103, 104, 105, 106, 107, 108, 109, 111, 112, 113, 114, 115, 116, 117, 121, 122, 123, 124, 125, 126, 128, 130, 131, 133, 134, 135, 138], "wind_data": [36, 66, 73, 74, 75, 76, 77, 78, 80, 81, 82, 83, 84, 86, 89, 91, 94, 95, 101, 102, 104, 105, 106, 108, 112, 113, 114, 120, 124, 125, 126, 128, 132, 135, 137, 139], "wind_data_row": 112, "wind_data_wd_sweep": 112, "wind_delta": 62, "wind_direct": [6, 7, 36, 38, 52, 53, 56, 61, 62, 63, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 98, 99, 100, 101, 102, 104, 105, 106, 107, 108, 109, 111, 112, 113, 114, 115, 116, 117, 118, 119, 121, 122, 123, 126, 128, 129, 130, 133, 135, 137, 139], "wind_direction_to_plot": [126, 139], "wind_directions_valid": [6, 7], "wind_ros": [63, 73, 75, 76, 82, 83, 84, 86, 95, 104, 105, 120, 121, 122, 123, 124, 125, 126, 139], "wind_rose_aep": 120, "wind_rose_aggreg": [73, 139], "wind_rose_avp": 120, "wind_rose_bas": 123, "wind_rose_from_csv": 73, "wind_rose_het": [126, 139], "wind_rose_list": 123, "wind_rose_resampl": [73, 139], "wind_rose_var": [63, 120], "wind_rose_var_step": 63, "wind_rose_wrg": [124, 125, 126, 139], "wind_shear": [6, 20, 36, 56, 74, 103, 128, 130], "wind_sheer": 128, "wind_spe": [6, 12, 36, 56, 58, 59, 61, 63, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 98, 100, 101, 102, 104, 105, 106, 107, 108, 109, 111, 112, 113, 114, 116, 117, 118, 119, 121, 122, 123, 126, 128, 129, 130, 131, 133, 135, 136, 137, 139], "wind_speed_profil": 35, "wind_speed_to_test_yaw": 109, "wind_speeds_valid": 6, "wind_ti_ros": [73, 120, 139], "wind_ti_rose_aep": 120, "wind_ti_rose_avp": 120, "wind_veer": [6, 20, 29, 30, 34, 36, 56, 130], "winddata": [36, 42, 44, 61, 63, 73, 101, 120, 124, 128, 137, 139], "winddatabas": [36, 63], "winddirection_sweep_orst": 112, "window": 69, "windresourcegrid": [124, 125, 139], "windros": [61, 63, 73, 74, 75, 76, 82, 83, 84, 86, 95, 104, 105, 106, 120, 121, 122, 123, 124, 125, 126, 137], "windrosebyturbin": [36, 63], "windrosewrg": 63, "windtiros": [61, 63, 73, 75, 120, 137], "wise": 29, "wish": 37, "within": [4, 7, 35, 36, 61, 62, 64, 66, 72, 78, 85, 98, 100, 102, 115, 124, 126, 128, 129, 130, 132, 134, 138, 139], "without": [7, 56, 60, 61, 76, 78, 81, 86, 91, 105, 126, 133, 135, 139], "won": [11, 53, 66, 112], "word": 15, "work": [5, 12, 36, 49, 66, 69, 76, 77, 83, 84, 86, 91, 107, 124, 125, 126, 129, 132, 135, 139], "worker": 84, "workflow": [99, 137], "working_branch": 69, "worth": 133, "worthwhil": 105, "would": [20, 35, 38, 71, 135, 137], "wr": 126, "wrap": 134, "wrap_180": 62, "wrap_360": [62, 120], "wrapper": [37, 63], "wrg": [63, 124, 125, 126, 139], "wrg_exampl": [123, 124, 125, 126, 139], "write": [123, 137], "written": 59, "ws_arrai": [35, 79, 85, 94, 98, 109, 120], "ws_col": [63, 73, 76, 83, 84, 86, 95, 123], "ws_edg": [63, 73], "ws_knee": [63, 122], "ws_resolut": [61, 78, 113, 114], "ws_step": [63, 73, 123, 124, 125, 139], "wss": 82, "wt": 90, "wt_std": 113, "ww": 112, "x": [4, 5, 6, 7, 19, 20, 21, 24, 25, 28, 29, 30, 31, 33, 34, 35, 36, 37, 38, 42, 43, 44, 45, 49, 53, 61, 62, 63, 70, 71, 75, 80, 81, 82, 83, 84, 86, 88, 92, 93, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 107, 112, 123, 124, 125, 126, 128, 130, 133, 134, 135, 137, 139], "x0": [51, 54, 55, 56], "x0_bound": 138, "x1": [35, 36, 99, 112], "x1_arrai": 35, "x1_bound": [7, 138], "x1_factor": 35, "x1_loc": 35, "x1_resolut": 35, "x2": [35, 36, 37, 99, 112], "x2_arrai": 35, "x2_bound": 7, "x2_factor": 35, "x2_loc": 35, "x2_resolut": 35, "x3": [36, 37, 99], "x3_valu": 35, "x_0": 70, "x_1": [37, 99], "x_2": [37, 99], "x_20mw": [136, 137], "x_2x2": 133, "x_3": 37, "x_axis_typ": 68, "x_bound": [36, 37, 92, 93, 96, 99, 112, 128, 138], "x_center_of_rot": [7, 62, 99], "x_coord_rot": 30, "x_d": 34, "x_dist": 33, "x_downstream": 138, "x_i": [19, 20, 21, 22, 24, 25, 28, 29, 30, 31, 32, 33, 34, 38, 69, 70, 134], "x_initi": 126, "x_j": [38, 70, 134], "x_list": 123, "x_loc": [63, 96, 100, 101, 103, 105, 126, 139], "x_locat": 21, "x_locs_norm": 112, "x_opt_het": 126, "x_opt_wr": 126, "x_opt_wrg": 126, "x_origin": 99, "x_resolut": [36, 37, 72, 90, 92, 93, 95, 96, 100, 102, 103, 110, 112, 116, 119, 128], "x_sort": [7, 133], "x_sorted_inertial_fram": 7, "x_space": 43, "x_start": [4, 36, 99], "x_t1": 99, "x_upstream": 138, "xaxi": [37, 68, 83, 99], "xi": [82, 123], "xlabel": 128, "xlim": 37, "xmin": 123, "xxx": 20, "xytext": 86, "y": [4, 5, 6, 7, 19, 20, 28, 29, 30, 31, 33, 34, 36, 37, 38, 42, 43, 44, 45, 49, 53, 61, 62, 63, 68, 70, 83, 84, 86, 95, 98, 99, 100, 101, 102, 103, 104, 105, 112, 123, 124, 125, 128, 130, 133, 134, 135, 139], "y0": 70, "y_2x2": 133, "y_bound": [36, 37, 92, 93, 96], "y_center_of_rot": [7, 62, 99], "y_coord_rot": 30, "y_i": [19, 20, 21, 22, 28, 29, 30, 31, 32, 33, 34, 38, 69], "y_initi": 126, "y_j": 38, "y_list": 123, "y_loc": [63, 100, 101, 103, 105, 126, 139], "y_locat": 21, "y_locs_norm": 112, "y_ngrid": 9, "y_opt_het": 126, "y_opt_wr": 126, "y_opt_wrg": 126, "y_origin": 99, "y_plane": [92, 93, 95, 96, 110, 116, 128], "y_plane_2d": 103, "y_plane_3d": 103, "y_plane_baselin": 90, "y_plane_helix": 90, "y_points_to_test": 124, "y_rang": 68, "y_resolut": [36, 37, 72, 90, 92, 93, 95, 100, 102, 103, 110, 112, 117, 119, 128], "y_sort": [7, 64, 133], "y_sorted_inertial_fram": 7, "y_space": 43, "y_start": [4, 36, 99], "y_t1": 99, "yam": [70, 93], "yaml": [4, 5, 11, 36, 58, 59, 60, 61, 62, 64, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 125, 126, 128, 129, 130, 131, 133, 135, 136, 138, 139], "yaml_constructor": 62, "yaw": [8, 11, 12, 19, 20, 21, 29, 30, 36, 38, 42, 44, 51, 53, 54, 55, 56, 58, 59, 61, 66, 67, 74, 77, 93, 105, 107, 108, 109, 115, 127, 131, 135, 137, 138], "yaw_added_mixing_gain": [19, 93], "yaw_added_turbulence_mix": 20, "yaw_added_wake_mix": 19, "yaw_angl": [5, 8, 11, 12, 36, 38, 56, 74, 77, 83, 84, 85, 86, 89, 93, 105, 107, 109, 115, 133, 135, 137, 138], "yaw_angle_i": [19, 29, 30, 31, 32, 34, 69], "yaw_angles_0_with_neighbor": 86, "yaw_angles_0_without_neighbor": 86, "yaw_angles_2": 89, "yaw_angles_3": 89, "yaw_angles_baselin": [51, 54, 55, 56], "yaw_angles_opt": [80, 81, 82, 83, 84, 85, 86, 133], "yaw_angles_opt_geo": 85, "yaw_angles_opt_scipi": 85, "yaw_angles_opt_sr": 85, "yaw_angles_sort": 5, "yaw_angles_upstream": 77, "yaw_angles_wind_ros": [83, 84], "yaw_angles_wind_rose_with_neighbor": 86, "yaw_angles_wind_rose_without_neighbor": 86, "yaw_i": [19, 20, 21, 22, 28], "yaw_opt": [80, 81, 82, 83, 84, 86, 133], "yaw_opt_ful": [83, 84], "yaw_opt_full_with_neighbor": 86, "yaw_opt_full_without_neighbor": 86, "yaw_opt_geo": 85, "yaw_opt_scipi": 85, "yaw_opt_sr": 85, "yaw_opt_u": 81, "yaw_opt_with_neighbor": 86, "yaw_opt_without_neighbor": 86, "yaw_optim": [80, 81, 82, 83, 85, 86, 133], "yaw_optimizer_geometr": 85, "yaw_optimizer_scipi": 85, "yaw_optimizer_sr": [80, 81, 82, 83, 85, 86, 133], "yaw_resolut": [61, 113], "yaw_result": 109, "yawoptim": [51, 53, 54], "yawoptimizationgeometr": [53, 85], "yawoptimizationscipi": [54, 85], "yawoptimizationsr": [55, 80, 81, 82, 83, 84, 85, 86, 133], "yaxi": [68, 83], "year": [36, 61, 63, 73, 75, 76, 122, 139], "yet": [37, 70, 119, 135], "yi": 123, "yield": [16, 62, 63, 64, 67], "ylabel": 128, "ymin": 123, "yml": [130, 131], "you": [36, 56, 61, 69, 129, 132], "your": [69, 129, 132], "your_v3_input_fil": 137, "your_v3_turbine_fil": 137, "yplane": 116, "z": [4, 6, 7, 19, 20, 28, 29, 30, 31, 33, 34, 35, 36, 62, 70, 98, 103, 123, 124, 125, 128, 133, 139], "z0": 70, "z_bound": [36, 92, 93, 96], "z_coord": 123, "z_h": 70, "z_i": [20, 28, 29, 30, 31, 32, 33, 34, 69], "z_idx": 98, "z_loc": 103, "z_locat": 21, "z_ngrid": 9, "z_resolut": [36, 90, 92, 93, 95, 96, 103, 110, 112, 116, 117, 128], "z_sort": [7, 64, 133], "z_sorted_inertial_fram": 7, "zero": [22, 32, 56, 63, 73, 77, 79, 83, 84, 86, 89, 90, 96, 104, 107, 114, 133, 135, 138], "zeros_lik": [105, 112, 133], "zip": [92, 93, 96, 126, 133, 137], "zone": 138, "\u00ba": 136, "\u00e1": [21, 67], "\u00e9": [19, 20, 21, 29, 67, 138], "\u00f8": [31, 67], "\u00f8rsted": [112, 138], "\u03c1": 136}, "titles": ["floris.convert_floris_input_v3_to_v4", "floris.convert_turbine_v3_to_v4", "floris.core", "floris.core.base", "floris.core.core", "floris.core.farm", "floris.core.flow_field", "floris.core.grid", "floris.core.rotor_velocity", "floris.core.solver", "floris.core.turbine", "floris.core.turbine.operation_models", "floris.core.turbine.turbine", "floris.core.wake", "floris.core.wake_combination", "floris.core.wake_combination.fls", "floris.core.wake_combination.max", "floris.core.wake_combination.sosfs", "floris.core.wake_deflection", "floris.core.wake_deflection.empirical_gauss", "floris.core.wake_deflection.gauss", "floris.core.wake_deflection.jimenez", "floris.core.wake_deflection.none", "floris.core.wake_turbulence", "floris.core.wake_turbulence.crespo_hernandez", "floris.core.wake_turbulence.none", "floris.core.wake_turbulence.wake_induced_mixing", "floris.core.wake_velocity", "floris.core.wake_velocity.cumulative_gauss_curl", "floris.core.wake_velocity.empirical_gauss", "floris.core.wake_velocity.gauss", "floris.core.wake_velocity.jensen", "floris.core.wake_velocity.none", "floris.core.wake_velocity.turbopark", "floris.core.wake_velocity.turboparkgauss", "floris.cut_plane", "floris.floris_model", "floris.flow_visualization", "floris.layout_visualization", "floris.logging_manager", "floris.optimization", "floris.optimization.layout_optimization", "floris.optimization.layout_optimization.layout_optimization_base", "floris.optimization.layout_optimization.layout_optimization_boundary_grid", "floris.optimization.layout_optimization.layout_optimization_pyoptsparse", "floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread", "floris.optimization.layout_optimization.layout_optimization_random_search", "floris.optimization.layout_optimization.layout_optimization_scipy", "floris.optimization.other", "floris.optimization.other.boundary_grid", "floris.optimization.yaw_optimization", "floris.optimization.yaw_optimization.yaw_optimization_base", "floris.optimization.yaw_optimization.yaw_optimization_tools", "floris.optimization.yaw_optimization.yaw_optimizer_geometric", "floris.optimization.yaw_optimization.yaw_optimizer_scipy", "floris.optimization.yaw_optimization.yaw_optimizer_sr", "floris.parallel_floris_model", "floris.turbine_library", "floris.turbine_library.turbine_previewer", "floris.turbine_library.turbine_utilities", "floris.type_dec", "floris.uncertain_floris_model", "floris.utilities", "floris.wind_data", "Advanced Concepts", "API Documentation", "Architecture and Design", "Bibliography", "Code Quality", "Developer's Guide", "Empirical Gaussian model", "Example 1: Opening FLORIS and Computing Power", "Example 2: Visualizations", "Example 3: Wind Data Objects", "Example 4: Set", "Example 5: Getting Turbine and Farm Power", "Example 6: Getting Expected Power and AEP", "Example 7: Sweeping Variables", "Example 8: Uncertain Models", "Example 9: Compare farm power with neighboring farm", "Example: Optimize yaw for a single wind speed and multiple wind directions", "Example: Optimize yaw for a single wind speed and multiple wind directions.", "Example: Optimize yaw for multiple wind directions and multiple wind speeds.", "Example: Optimize yaw and compare AEP", "Example: Optimize yaw and compare AEP in parallel", "Example: Compare yaw optimizers", "Example: Optimize yaw with neighbor farm", "Example of using the simple-derating control model in FLORIS.", "Example: Disabling turbines", "Example: Setting yaw angles and disabling turbine", "Example: Helix active wake mixing", "Example of using the peak-shaving turbine operation model.", "Example: Empirical Gaussian velocity deficit parameters", "Example: Empirical Gaussian deflection parameters", "Example: Floating turbines", "Example: Floating vs fixed-bottom farm", "Example: Tilt-driven vertical wake deflection", "Example: Extract wind speed at turbines", "Example: Extract wind speed at points", "Example: Plot velocity deficit profiles", "Example: Heterogeneous Inflow for single case", "Example: Heterogeneous Inflow using wind data", "Example: Heterogeneous Speedup by Wind Direction and Wind Speed", "Example: Heterogeneous Inflow in 2D and 3D", "Example: Optimize Layout", "Example: Layout optimization with heterogeneous inflow", "Example: Layout optimization with genetic random search", "Example: Multi-dimensional Cp/Ct data", "Example: Multi-dimensional Cp/Ct with 2 Hs values", "Example: Check turbine power curves", "Example: Multiple turbine types", "Example: Specify turbine power curve", "Example: Compare TurbOPark model implementations", "Example: Uncertain Model Parameters", "Example: Approximate Model Parameters", "Example: Layout Visualizations", "Example: Visualize y cut plane", "Example: Visualize cross plane", "Example: Visualize rotor velocities", "Example: Visualize flow by sweeping turbines", "Example: Wind Data Comparisons", "Example: Generate TI", "Example: Generate value", "Example: Generate Example WRG File", "Example: WindRoseWRG", "Example: Setting FLORIS with WindRoseWRG", "Example: Layout optimization with WindRoseWRG comparison", "Floating Wind Turbine Modeling", "Heterogeneous Map", "FLORIS Wake Modeling &amp; Wind Farm Controls", "Main Input File Reference", "Turbine Input File Reference", "Installation", "Introductory Concepts", "Layout Optimization", "Turbine Operation Models", "Turbine Library Interface", "Switching from FLORIS v3 to v4", "Wake Models", "Wind Data Objects"], "titleterms": {"": 69, "1": 71, "2": [72, 108], "2d": 103, "3": 73, "3d": [103, 128], "4": 74, "5": 75, "6": 76, "7": 77, "8": 78, "9": 79, "A": 136, "On": 133, "With": 136, "activ": [70, 90], "ad": 70, "advanc": 64, "aep": [76, 83, 84, 133], "aggreg": 139, "angl": [89, 133], "api": 65, "appli": [128, 133], "approxim": 114, "architectur": 66, "attribut": 136, "awc": 135, "background": 134, "base": 3, "basic": 133, "bibliographi": 67, "bottom": 95, "boundary_grid": 49, "broadcast": 139, "build": 133, "calcul": 133, "case": [100, 133], "check": 109, "code": [68, 69, 132], "combin": 138, "commit": 69, "compar": [79, 83, 84, 85, 112, 136], "comparison": [120, 126], "comput": 71, "concept": [64, 133], "continu": 69, "control": [70, 87, 129], "convers": 139, "convert": 137, "convert_floris_input_v3_to_v4": 0, "convert_turbine_v3_to_v4": 1, "core": [2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 66, 136], "cosin": 135, "cp": [107, 108], "crespo": 138, "crespo_hernandez": 24, "cross": 117, "ct": [107, 108], "cumul": 138, "cumulative_gauss_curl": 28, "curl": 138, "curv": [109, 111], "cut": 116, "cut_plan": 35, "data": [64, 73, 101, 107, 120, 137, 139], "deficit": [92, 99], "definin": 128, "deflect": [70, 93, 96], "deploi": 69, "derat": [87, 135], "design": [66, 133], "develop": [69, 132], "dimension": [107, 108, 136], "direct": [80, 81, 82, 102], "disabl": [88, 89], "document": [65, 69], "driven": 96, "empir": [70, 92, 93, 138], "empirical_gauss": [19, 29], "engag": 129, "exampl": [71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126], "expans": 70, "expect": 76, "extend": 69, "extract": [97, 98], "farm": [5, 75, 79, 86, 95, 129], "file": [123, 130, 131, 137], "finish": 133, "fix": 95, "fl": [15, 138], "float": [94, 95, 127], "flori": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 66, 69, 71, 87, 125, 129, 132, 133, 137, 139], "floris_model": 36, "florismodel": 128, "flow": 119, "flow_field": 6, "flow_visu": 37, "freestream": 138, "from": [132, 137], "gauss": [20, 30, 138], "gaussian": [70, 92, 93, 138], "gch": 138, "gener": [121, 122, 123, 139], "genet": [106, 134], "get": [69, 75, 76, 133], "git": 69, "github": [69, 129], "grid": [7, 64, 133], "guid": 69, "h": 108, "helix": 90, "hernandez": 138, "heterogen": [100, 101, 102, 103, 105, 128], "heterogeneousmap": 128, "implement": 112, "induc": 70, "inflow": [100, 101, 103, 105], "initi": [128, 133], "input": [130, 131, 137], "instal": 132, "instanti": 139, "integr": 69, "intens": 139, "interact": 136, "interfac": 136, "introductori": 133, "isort": 69, "jensen": [31, 138], "jimenez": [21, 138], "layout": [104, 105, 106, 115, 126, 134], "layout_optim": [41, 42, 43, 44, 45, 46, 47], "layout_optimization_bas": 42, "layout_optimization_boundary_grid": 43, "layout_optimization_pyoptspars": 44, "layout_optimization_pyoptsparse_spread": 45, "layout_optimization_random_search": 46, "layout_optimization_scipi": 47, "layout_visu": 38, "librari": [135, 136], "linear": 138, "load": 136, "local": 69, "logging_manag": 39, "loss": 135, "main": [130, 137], "map": 128, "max": [16, 138], "mirror": 70, "mix": [70, 90, 135], "model": [69, 70, 78, 87, 91, 112, 113, 114, 127, 129, 133, 135, 137, 138], "multi": [107, 108, 136], "multipl": [80, 81, 82, 110, 136], "neighbor": [79, 86], "none": [22, 25, 32], "nrel": 69, "object": [73, 139], "open": 71, "oper": [91, 135, 137], "operation_model": 11, "optim": [40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 80, 81, 82, 83, 84, 85, 86, 104, 105, 106, 126, 134], "other": [48, 49], "parallel": 84, "parallel_floris_model": 56, "paramet": [92, 93, 113, 114], "peak": [91, 135], "pip": [69, 132], "plane": [116, 117], "plot": [99, 136, 139], "point": [98, 133], "power": [71, 75, 76, 79, 109, 111, 133], "pre": 69, "profil": 99, "qualiti": [68, 69], "quick": 129, "random": [106, 134], "refer": [130, 131, 137], "releas": 69, "repositori": 69, "requir": 132, "resampl": 139, "rotor": 118, "rotor_veloc": 8, "ruff": 69, "run": [133, 137], "scipi": 134, "search": [106, 134], "select": 135, "set": [74, 89, 125, 137, 139], "setup": 136, "shape": 70, "shave": [91, 135], "simpl": [87, 135], "singl": [80, 81, 100, 136], "solver": 9, "sosf": [17, 138], "sourc": 132, "specifi": 111, "speed": [80, 81, 82, 97, 98, 102], "speedup": 102, "squar": 138, "start": [69, 129, 133], "steer": 133, "structur": 64, "sum": 138, "superposit": 138, "sweep": [77, 119], "switch": 137, "sync": 69, "test": 69, "ti": 121, "tilt": 96, "timeseri": 139, "tool": 69, "turbin": [10, 11, 12, 75, 88, 89, 91, 94, 97, 109, 110, 111, 119, 127, 131, 133, 135, 136, 137], "turbine_librari": [57, 58, 59], "turbine_preview": 58, "turbine_util": 59, "turbopark": [33, 112, 138], "turboparkgauss": 34, "turbul": [138, 139], "type": 110, "type_dec": 60, "uncertain": [78, 113], "uncertain_floris_model": 61, "updat": [132, 137], "us": [87, 91, 101, 133], "util": 62, "v": 95, "v3": 137, "v4": 137, "valu": [108, 122, 139], "variabl": 77, "veloc": [92, 99, 118], "vertic": 96, "visual": [72, 115, 116, 117, 118, 119, 128, 133], "wake": [13, 70, 90, 96, 129, 133, 138], "wake_combin": [14, 15, 16, 17], "wake_deflect": [18, 19, 20, 21, 22], "wake_induced_mix": 26, "wake_turbul": [23, 24, 25, 26], "wake_veloc": [27, 28, 29, 30, 31, 32, 33, 34], "wind": [73, 80, 81, 82, 97, 98, 101, 102, 120, 127, 129, 137, 139], "wind_data": 63, "winddatabas": 139, "windros": 139, "windrosewrg": [124, 125, 126, 139], "windtiros": 139, "workflow": 69, "wrg": 123, "y": 116, "yaml": 137, "yaw": [70, 80, 81, 82, 83, 84, 85, 86, 89, 133], "yaw_optim": [50, 51, 52, 53, 54, 55], "yaw_optimization_bas": 51, "yaw_optimization_tool": 52, "yaw_optimizer_geometr": 53, "yaw_optimizer_scipi": 54, "yaw_optimizer_sr": 55}})
\ No newline at end of file
+Search.setIndex({"alltitles": {"API Documentation": [[66, null]], "AWC model": [[138, "awc-model"]], "Added mixing by active wake control": [[71, "added-mixing-by-active-wake-control"]], "Advanced Concepts": [[65, null]], "Aggregating and Resampling WindRose": [[142, "aggregating-and-resampling-windrose"]], "Applying heterogeneity to a FlorisModel": [[131, "applying-heterogeneity-to-a-florismodel"]], "Applying yaw angles": [[136, "applying-yaw-angles"]], "Architecture and Design": [[67, null]], "Background": [[137, "background"]], "Basic use case: calculating AEP": [[136, "basic-use-case-calculating-aep"]], "Basic use case: wake steering design": [[136, "basic-use-case-wake-steering-design"]], "Bibliography": [[68, null]], "Broadcasting": [[142, "broadcasting"]], "Build the model": [[136, "build-the-model"]], "Code Quality": [[69, null]], "Code quality tools": [[70, "code-quality-tools"]], "Compare multiple turbines": [[139, "compare-multiple-turbines"]], "Comparing turbines": [[139, "comparing-turbines"]], "Continuous Integration": [[70, "continuous-integration"]], "Conversions": [[142, "conversions"]], "Converting v3 yamls to v4": [[140, "converting-v3-yamls-to-v4"]], "Cosine loss model": [[138, "cosine-loss-model"]], "Crespo-Hernandez": [[141, "crespo-hernandez"]], "Cumulative Curl": [[141, "cumulative-curl"]], "Data structures": [[65, "data-structures"]], "Definining a 3D HeterogeneousMap": [[131, "definining-a-3d-heterogeneousmap"]], "Deploying to pip": [[70, "deploying-to-pip"]], "Developer Installation": [[135, "developer-installation"]], "Developer's Guide": [[70, null]], "Documentation": [[70, "documentation"]], "Empirical Gaussian": [[141, "empirical-gaussian"]], "Empirical Gaussian model": [[71, null]], "Engaging on GitHub": [[132, "engaging-on-github"]], "Example 1: Opening FLORIS and Computing Power": [[72, null]], "Example 2: Visualizations": [[73, null]], "Example 3: Wind Data Objects": [[74, null]], "Example 4: Set": [[75, null]], "Example 5: Getting Turbine and Farm Power": [[76, null]], "Example 6: Getting Expected Power and AEP": [[77, null]], "Example 7: Sweeping Variables": [[78, null]], "Example 8: Uncertain Models": [[79, null]], "Example 9: Compare farm power with neighboring farm": [[80, null]], "Example of using the peak-shaving turbine operation model.": [[92, null]], "Example of using the simple-derating control model in FLORIS.": [[88, null]], "Example: Approximate Model Parameters": [[117, null]], "Example: Check turbine power curves": [[112, null]], "Example: Compare TurbOPark model implementations": [[115, null]], "Example: Compare yaw optimizers": [[86, null]], "Example: Disabling turbines": [[89, null]], "Example: Empirical Gaussian deflection parameters": [[94, null]], "Example: Empirical Gaussian velocity deficit parameters": [[93, null]], "Example: Extract wind speed at points": [[99, null]], "Example: Extract wind speed at turbines": [[98, null]], "Example: Floating turbines": [[95, null]], "Example: Floating vs fixed-bottom farm": [[96, null]], "Example: Generate Example WRG File": [[126, null]], "Example: Generate TI": [[124, null]], "Example: Generate value": [[125, null]], "Example: Gridded layout design": [[108, null]], "Example: Helix active wake mixing": [[91, null]], "Example: Heterogeneous Inflow for single case": [[101, null]], "Example: Heterogeneous Inflow in 2D and 3D": [[104, null]], "Example: Heterogeneous Inflow using wind data": [[102, null]], "Example: Heterogeneous Speedup by Wind Direction and Wind Speed": [[103, null]], "Example: Layout Visualizations": [[118, null]], "Example: Layout optimization with WindRoseWRG comparison": [[129, null]], "Example: Layout optimization with genetic random search": [[107, null]], "Example: Layout optimization with heterogeneous inflow": [[106, null]], "Example: Multi-dimensional Cp/Ct data": [[110, null]], "Example: Multi-dimensional Cp/Ct with 2 Hs values": [[111, null]], "Example: Multiple turbine types": [[113, null]], "Example: Optimize Layout": [[105, null]], "Example: Optimize yaw and compare AEP": [[84, null]], "Example: Optimize yaw and compare AEP in parallel": [[85, null]], "Example: Optimize yaw for a single wind speed and multiple wind directions": [[81, null]], "Example: Optimize yaw for a single wind speed and multiple wind directions.": [[82, null]], "Example: Optimize yaw for multiple wind directions and multiple wind speeds.": [[83, null]], "Example: Optimize yaw with neighbor farm": [[87, null]], "Example: Plot velocity deficit profiles": [[100, null]], "Example: Separated boundaries layout optimization": [[109, null]], "Example: Setting FLORIS with WindRoseWRG": [[128, null]], "Example: Setting yaw angles and disabling turbine": [[90, null]], "Example: Specify turbine power curve": [[114, null]], "Example: Tilt-driven vertical wake deflection": [[97, null]], "Example: Uncertain Model Parameters": [[116, null]], "Example: Visualize cross plane": [[120, null]], "Example: Visualize flow by sweeping turbines": [[122, null]], "Example: Visualize rotor velocities": [[121, null]], "Example: Visualize y cut plane": [[119, null]], "Example: Wind Data Comparisons": [[123, null]], "Example: WindRoseWRG": [[127, null]], "Extending the models": [[70, "extending-the-models"]], "FLORIS Wake Modeling & Wind Farm Controls": [[132, null]], "Floating Wind Turbine Modeling": [[130, null]], "Freestream Linear Superposition (FLS)": [[141, "freestream-linear-superposition-fls"]], "From Source": [[135, "from-source"]], "Gauss and GCH": [[141, "gauss-and-gch"]], "Generating Turbulence Intensity": [[142, "generating-turbulence-intensity"]], "Generating Value": [[142, "generating-value"]], "Genetic random search layout optimization": [[137, "genetic-random-search-layout-optimization"]], "Get turbine power": [[136, "get-turbine-power"]], "Getting Started": [[70, "getting-started"]], "Git and GitHub Workflows": [[70, "git-and-github-workflows"]], "Gridded layout optimization": [[137, "gridded-layout-optimization"]], "Grids": [[65, "grids"]], "Heterogeneous Map": [[131, null]], "Initialization": [[131, "initialization"]], "Initialize Floris": [[136, "initialize-floris"]], "Input files": [[140, "input-files"]], "Installation": [[135, null]], "Interacting With A Multi-Dimensional Turbine": [[139, "interacting-with-a-multi-dimensional-turbine"]], "Interacting With A Single Turbine": [[139, "interacting-with-a-single-turbine"]], "Introductory Concepts": [[136, null]], "Jensen and Jimenez": [[141, "jensen-and-jimenez"]], "Layout Optimization": [[137, null]], "Loading the libraries": [[139, "loading-the-libraries"]], "Main FLORIS input yaml": [[140, "main-floris-input-yaml"]], "Main Input File Reference": [[133, null]], "Max": [[141, "max"]], "Mirror wakes": [[71, "mirror-wakes"]], "Mixed operation model": [[138, "mixed-operation-model"]], "On grid points": [[136, "on-grid-points"]], "Operation model": [[140, "operation-model"]], "Operation model library": [[138, "operation-model-library"]], "Peak shaving model": [[138, "peak-shaving-model"]], "Pip": [[135, "pip"], [135, "pip-update"]], "Plot the core attributes": [[139, "plot-the-core-attributes"], [139, "id1"]], "Plotting": [[142, "plotting"]], "Pre-commit": [[70, "pre-commit"]], "Quick Start": [[132, "quick-start"]], "Reference turbine updates": [[140, "reference-turbine-updates"]], "Release guide": [[70, "release-guide"]], "Requirements": [[135, "requirements"]], "Ruff": [[70, "ruff"]], "Run the Floris wake calculation": [[136, "run-the-floris-wake-calculation"]], "Scipy layout optimization": [[137, "scipy-layout-optimization"]], "Selecting the operation model": [[138, "selecting-the-operation-model"]], "Setting FLORIS": [[142, "setting-floris"]], "Setting and running": [[140, "setting-and-running"]], "Setup": [[139, "setup"]], "Simple derating model": [[138, "simple-derating-model"]], "Simple model": [[138, "simple-model"]], "Single Dimensional Turbine": [[139, "single-dimensional-turbine"]], "Source Code Installation": [[135, "source-code-installation"]], "Start to finish": [[136, "start-to-finish"]], "Sum of Squares Freestream Superposition (SOSFS)": [[141, "sum-of-squares-freestream-superposition-sosfs"]], "Switching from FLORIS v3 to v4": [[140, null]], "Syncing a local repository with NREL/FLORIS": [[70, "syncing-a-local-repository-with-nrel-floris"]], "Testing": [[70, "testing"]], "TimeSeries": [[142, "timeseries"], [142, "id1"]], "TimeSeries Instantiation": [[142, "timeseries-instantiation"]], "TurbOPark": [[141, "turbopark"]], "Turbine Input File Reference": [[134, null]], "Turbine Library Interface": [[139, null]], "Turbine Operation Models": [[138, null]], "Turbine input yaml": [[140, "turbine-input-yaml"]], "Turbulence Models": [[141, "turbulence-models"]], "Updating FLORIS": [[135, "updating-floris"]], "Value": [[142, "value"]], "Visualization": [[131, "visualization"], [136, "visualization"]], "Wake Combination Models": [[141, "wake-combination-models"]], "Wake Models": [[141, null]], "Wake deflection": [[71, "wake-deflection"]], "Wake expansion": [[71, "wake-expansion"]], "Wake shape": [[71, "wake-shape"]], "Wake-induced mixing": [[71, "wake-induced-mixing"]], "Wind Data Objects": [[142, null]], "Wind data": [[140, "wind-data"]], "WindDataBase": [[142, "winddatabase"]], "WindRose": [[142, "windrose"], [142, "id2"]], "WindRoseWRG": [[142, "windrosewrg"]], "WindTIRose": [[142, "windtirose"]], "Yaw added mixing": [[71, "yaw-added-mixing"]], "floris": [[67, "floris"]], "floris.convert_floris_input_v3_to_v4": [[0, null]], "floris.convert_turbine_v3_to_v4": [[1, null]], "floris.core": [[2, null], [67, "floris-core"]], "floris.core.base": [[3, null]], "floris.core.core": [[4, null]], "floris.core.farm": [[5, null]], "floris.core.flow_field": [[6, null]], "floris.core.grid": [[7, null]], "floris.core.rotor_velocity": [[8, null]], "floris.core.solver": [[9, null]], "floris.core.turbine": [[10, null]], "floris.core.turbine.operation_models": [[11, null]], "floris.core.turbine.turbine": [[12, null]], "floris.core.wake": [[13, null]], "floris.core.wake_combination": [[14, null]], "floris.core.wake_combination.fls": [[15, null]], "floris.core.wake_combination.max": [[16, null]], "floris.core.wake_combination.sosfs": [[17, null]], "floris.core.wake_deflection": [[18, null]], "floris.core.wake_deflection.empirical_gauss": [[19, null]], "floris.core.wake_deflection.gauss": [[20, null]], "floris.core.wake_deflection.jimenez": [[21, null]], "floris.core.wake_deflection.none": [[22, null]], "floris.core.wake_turbulence": [[23, null]], "floris.core.wake_turbulence.crespo_hernandez": [[24, null]], "floris.core.wake_turbulence.none": [[25, null]], "floris.core.wake_turbulence.wake_induced_mixing": [[26, null]], "floris.core.wake_velocity": [[27, null]], "floris.core.wake_velocity.cumulative_gauss_curl": [[28, null]], "floris.core.wake_velocity.empirical_gauss": [[29, null]], "floris.core.wake_velocity.gauss": [[30, null]], "floris.core.wake_velocity.jensen": [[31, null]], "floris.core.wake_velocity.none": [[32, null]], "floris.core.wake_velocity.turbopark": [[33, null]], "floris.core.wake_velocity.turboparkgauss": [[34, null]], "floris.cut_plane": [[35, null]], "floris.floris_model": [[36, null]], "floris.flow_visualization": [[37, null]], "floris.layout_visualization": [[38, null]], "floris.logging_manager": [[39, null]], "floris.optimization": [[40, null]], "floris.optimization.layout_optimization": [[41, null]], "floris.optimization.layout_optimization.layout_optimization_base": [[42, null]], "floris.optimization.layout_optimization.layout_optimization_boundary_grid": [[43, null]], "floris.optimization.layout_optimization.layout_optimization_gridded": [[44, null]], "floris.optimization.layout_optimization.layout_optimization_pyoptsparse": [[45, null]], "floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread": [[46, null]], "floris.optimization.layout_optimization.layout_optimization_random_search": [[47, null]], "floris.optimization.layout_optimization.layout_optimization_scipy": [[48, null]], "floris.optimization.other": [[49, null]], "floris.optimization.other.boundary_grid": [[50, null]], "floris.optimization.yaw_optimization": [[51, null]], "floris.optimization.yaw_optimization.yaw_optimization_base": [[52, null]], "floris.optimization.yaw_optimization.yaw_optimization_tools": [[53, null]], "floris.optimization.yaw_optimization.yaw_optimizer_geometric": [[54, null]], "floris.optimization.yaw_optimization.yaw_optimizer_scipy": [[55, null]], "floris.optimization.yaw_optimization.yaw_optimizer_sr": [[56, null]], "floris.parallel_floris_model": [[57, null]], "floris.turbine_library": [[58, null]], "floris.turbine_library.turbine_previewer": [[59, null]], "floris.turbine_library.turbine_utilities": [[60, null]], "floris.type_dec": [[61, null]], "floris.uncertain_floris_model": [[62, null]], "floris.utilities": [[63, null]], "floris.wind_data": [[64, null]], "isort": [[70, "isort"]]}, "docnames": ["_autosummary/floris.convert_floris_input_v3_to_v4", "_autosummary/floris.convert_turbine_v3_to_v4", "_autosummary/floris.core", "_autosummary/floris.core.base", "_autosummary/floris.core.core", "_autosummary/floris.core.farm", "_autosummary/floris.core.flow_field", "_autosummary/floris.core.grid", "_autosummary/floris.core.rotor_velocity", "_autosummary/floris.core.solver", "_autosummary/floris.core.turbine", "_autosummary/floris.core.turbine.operation_models", "_autosummary/floris.core.turbine.turbine", "_autosummary/floris.core.wake", "_autosummary/floris.core.wake_combination", "_autosummary/floris.core.wake_combination.fls", "_autosummary/floris.core.wake_combination.max", "_autosummary/floris.core.wake_combination.sosfs", "_autosummary/floris.core.wake_deflection", "_autosummary/floris.core.wake_deflection.empirical_gauss", "_autosummary/floris.core.wake_deflection.gauss", "_autosummary/floris.core.wake_deflection.jimenez", "_autosummary/floris.core.wake_deflection.none", "_autosummary/floris.core.wake_turbulence", "_autosummary/floris.core.wake_turbulence.crespo_hernandez", "_autosummary/floris.core.wake_turbulence.none", "_autosummary/floris.core.wake_turbulence.wake_induced_mixing", "_autosummary/floris.core.wake_velocity", "_autosummary/floris.core.wake_velocity.cumulative_gauss_curl", "_autosummary/floris.core.wake_velocity.empirical_gauss", "_autosummary/floris.core.wake_velocity.gauss", "_autosummary/floris.core.wake_velocity.jensen", "_autosummary/floris.core.wake_velocity.none", "_autosummary/floris.core.wake_velocity.turbopark", "_autosummary/floris.core.wake_velocity.turboparkgauss", "_autosummary/floris.cut_plane", "_autosummary/floris.floris_model", "_autosummary/floris.flow_visualization", "_autosummary/floris.layout_visualization", "_autosummary/floris.logging_manager", "_autosummary/floris.optimization", "_autosummary/floris.optimization.layout_optimization", "_autosummary/floris.optimization.layout_optimization.layout_optimization_base", "_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid", "_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded", "_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse", "_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread", "_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search", "_autosummary/floris.optimization.layout_optimization.layout_optimization_scipy", "_autosummary/floris.optimization.other", "_autosummary/floris.optimization.other.boundary_grid", "_autosummary/floris.optimization.yaw_optimization", "_autosummary/floris.optimization.yaw_optimization.yaw_optimization_base", "_autosummary/floris.optimization.yaw_optimization.yaw_optimization_tools", "_autosummary/floris.optimization.yaw_optimization.yaw_optimizer_geometric", "_autosummary/floris.optimization.yaw_optimization.yaw_optimizer_scipy", "_autosummary/floris.optimization.yaw_optimization.yaw_optimizer_sr", "_autosummary/floris.parallel_floris_model", "_autosummary/floris.turbine_library", "_autosummary/floris.turbine_library.turbine_previewer", "_autosummary/floris.turbine_library.turbine_utilities", "_autosummary/floris.type_dec", "_autosummary/floris.uncertain_floris_model", "_autosummary/floris.utilities", "_autosummary/floris.wind_data", "advanced_concepts", "api_docs", "architecture", "bibliography", "code_quality", "dev_guide", "empirical_gauss_model", "examples/001_opening_floris_computing_power", "examples/002_visualizations", "examples/003_wind_data_objects", "examples/004_set", "examples/005_getting_power", "examples/006_get_farm_aep", "examples/007_sweeping_variables", "examples/008_uncertain_models", "examples/009_compare_farm_power_with_neighbor", "examples/examples_control_optimization/001_opt_yaw_single_ws", "examples/examples_control_optimization/002_opt_yaw_single_ws_uncertain", "examples/examples_control_optimization/003_opt_yaw_multiple_ws", "examples/examples_control_optimization/004_optimize_yaw_aep", "examples/examples_control_optimization/005_optimize_yaw_aep_parallel", "examples/examples_control_optimization/006_compare_yaw_optimizers", "examples/examples_control_optimization/007_optimize_yaw_with_neighbor_farms", "examples/examples_control_types/001_derating_control", "examples/examples_control_types/002_disable_turbines", "examples/examples_control_types/003_setting_yaw_and_disabling", "examples/examples_control_types/004_helix_active_wake_mixing", "examples/examples_control_types/005_peak_shaving", "examples/examples_emgauss/001_empirical_gauss_velocity_deficit_parameters", "examples/examples_emgauss/002_empirical_gauss_deflection_parameters", "examples/examples_floating/001_floating_turbine_models", "examples/examples_floating/002_floating_vs_fixedbottom_farm", "examples/examples_floating/003_tilt_driven_vertical_wake_deflection", "examples/examples_get_flow/001_extract_wind_speed_at_turbines", "examples/examples_get_flow/002_extract_wind_speed_at_points", "examples/examples_get_flow/003_plot_velocity_deficit_profiles", "examples/examples_heterogeneous/001_heterogeneous_inflow_single", "examples/examples_heterogeneous/002_heterogeneous_using_wind_data", "examples/examples_heterogeneous/003_heterogeneous_speedup_by_wd_and_ws", "examples/examples_heterogeneous/004_heterogeneous_2d_and_3d", "examples/examples_layout_optimization/001_optimize_layout", "examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity", "examples/examples_layout_optimization/003_genetic_random_search", "examples/examples_layout_optimization/004_generate_gridded_layout", "examples/examples_layout_optimization/005_layout_optimization_complex_boundary", "examples/examples_multidim/001_multi_dimensional_cp_ct", "examples/examples_multidim/002_multi_dimensional_cp_ct_2Hs", "examples/examples_turbine/001_check_turbine", "examples/examples_turbine/002_multiple_turbine_types", "examples/examples_turbine/003_specify_turbine_power_curve", "examples/examples_turbopark/001_compare_turbopark_implementations", "examples/examples_uncertain/001_uncertain_model_params", "examples/examples_uncertain/002_approx_floris_model", "examples/examples_visualizations/001_layout_visualizations", "examples/examples_visualizations/002_visualize_y_cut_plane", "examples/examples_visualizations/003_visualize_cross_plane", "examples/examples_visualizations/004_visualize_rotor_values", "examples/examples_visualizations/005_visualize_flow_by_sweeping_turbines", "examples/examples_wind_data/001_wind_data_comparisons", "examples/examples_wind_data/002_generate_ti", "examples/examples_wind_data/003_generate_value", "examples/examples_wind_resource_grid/000_generate_example_wrg", "examples/examples_wind_resource_grid/001_wind_rose_wrg", "examples/examples_wind_resource_grid/002_set_floris_with_wrg", "examples/examples_wind_resource_grid/003_wrg_compar_layout_optimization", "floating_wind_turbine", "heterogeneous_map", "index", "input_reference_main", "input_reference_turbine", "installation", "intro_concepts", "layout_optimization", "operation_models_user", "turbine_interaction", "v3_to_v4", "wake_models", "wind_data_user"], "envversion": {"sphinx": 62, "sphinx.domains.c": 3, "sphinx.domains.changeset": 1, "sphinx.domains.citation": 1, "sphinx.domains.cpp": 9, "sphinx.domains.index": 1, "sphinx.domains.javascript": 3, "sphinx.domains.math": 2, "sphinx.domains.python": 4, "sphinx.domains.rst": 2, "sphinx.domains.std": 2, "sphinx.ext.intersphinx": 1, "sphinx.ext.viewcode": 1, "sphinxcontrib.bibtex": 9}, "filenames": ["_autosummary/floris.convert_floris_input_v3_to_v4.rst", "_autosummary/floris.convert_turbine_v3_to_v4.rst", "_autosummary/floris.core.rst", "_autosummary/floris.core.base.rst", "_autosummary/floris.core.core.rst", "_autosummary/floris.core.farm.rst", "_autosummary/floris.core.flow_field.rst", "_autosummary/floris.core.grid.rst", "_autosummary/floris.core.rotor_velocity.rst", "_autosummary/floris.core.solver.rst", "_autosummary/floris.core.turbine.rst", "_autosummary/floris.core.turbine.operation_models.rst", "_autosummary/floris.core.turbine.turbine.rst", "_autosummary/floris.core.wake.rst", "_autosummary/floris.core.wake_combination.rst", "_autosummary/floris.core.wake_combination.fls.rst", "_autosummary/floris.core.wake_combination.max.rst", "_autosummary/floris.core.wake_combination.sosfs.rst", "_autosummary/floris.core.wake_deflection.rst", "_autosummary/floris.core.wake_deflection.empirical_gauss.rst", "_autosummary/floris.core.wake_deflection.gauss.rst", "_autosummary/floris.core.wake_deflection.jimenez.rst", "_autosummary/floris.core.wake_deflection.none.rst", "_autosummary/floris.core.wake_turbulence.rst", "_autosummary/floris.core.wake_turbulence.crespo_hernandez.rst", "_autosummary/floris.core.wake_turbulence.none.rst", "_autosummary/floris.core.wake_turbulence.wake_induced_mixing.rst", "_autosummary/floris.core.wake_velocity.rst", "_autosummary/floris.core.wake_velocity.cumulative_gauss_curl.rst", "_autosummary/floris.core.wake_velocity.empirical_gauss.rst", "_autosummary/floris.core.wake_velocity.gauss.rst", "_autosummary/floris.core.wake_velocity.jensen.rst", "_autosummary/floris.core.wake_velocity.none.rst", "_autosummary/floris.core.wake_velocity.turbopark.rst", "_autosummary/floris.core.wake_velocity.turboparkgauss.rst", "_autosummary/floris.cut_plane.rst", "_autosummary/floris.floris_model.rst", "_autosummary/floris.flow_visualization.rst", "_autosummary/floris.layout_visualization.rst", "_autosummary/floris.logging_manager.rst", "_autosummary/floris.optimization.rst", "_autosummary/floris.optimization.layout_optimization.rst", "_autosummary/floris.optimization.layout_optimization.layout_optimization_base.rst", "_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.rst", "_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.rst", "_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.rst", "_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.rst", "_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.rst", "_autosummary/floris.optimization.layout_optimization.layout_optimization_scipy.rst", "_autosummary/floris.optimization.other.rst", "_autosummary/floris.optimization.other.boundary_grid.rst", "_autosummary/floris.optimization.yaw_optimization.rst", "_autosummary/floris.optimization.yaw_optimization.yaw_optimization_base.rst", "_autosummary/floris.optimization.yaw_optimization.yaw_optimization_tools.rst", "_autosummary/floris.optimization.yaw_optimization.yaw_optimizer_geometric.rst", "_autosummary/floris.optimization.yaw_optimization.yaw_optimizer_scipy.rst", "_autosummary/floris.optimization.yaw_optimization.yaw_optimizer_sr.rst", "_autosummary/floris.parallel_floris_model.rst", "_autosummary/floris.turbine_library.rst", "_autosummary/floris.turbine_library.turbine_previewer.rst", "_autosummary/floris.turbine_library.turbine_utilities.rst", "_autosummary/floris.type_dec.rst", "_autosummary/floris.uncertain_floris_model.rst", "_autosummary/floris.utilities.rst", "_autosummary/floris.wind_data.rst", "advanced_concepts.ipynb", "api_docs.md", "architecture.md", "bibliography.md", "code_quality.ipynb", "dev_guide.md", "empirical_gauss_model.md", "examples/001_opening_floris_computing_power.ipynb", "examples/002_visualizations.ipynb", "examples/003_wind_data_objects.ipynb", "examples/004_set.ipynb", "examples/005_getting_power.ipynb", "examples/006_get_farm_aep.ipynb", "examples/007_sweeping_variables.ipynb", "examples/008_uncertain_models.ipynb", "examples/009_compare_farm_power_with_neighbor.ipynb", "examples/examples_control_optimization/001_opt_yaw_single_ws.ipynb", "examples/examples_control_optimization/002_opt_yaw_single_ws_uncertain.ipynb", "examples/examples_control_optimization/003_opt_yaw_multiple_ws.ipynb", "examples/examples_control_optimization/004_optimize_yaw_aep.ipynb", "examples/examples_control_optimization/005_optimize_yaw_aep_parallel.ipynb", "examples/examples_control_optimization/006_compare_yaw_optimizers.ipynb", "examples/examples_control_optimization/007_optimize_yaw_with_neighbor_farms.ipynb", "examples/examples_control_types/001_derating_control.ipynb", "examples/examples_control_types/002_disable_turbines.ipynb", "examples/examples_control_types/003_setting_yaw_and_disabling.ipynb", "examples/examples_control_types/004_helix_active_wake_mixing.ipynb", "examples/examples_control_types/005_peak_shaving.ipynb", "examples/examples_emgauss/001_empirical_gauss_velocity_deficit_parameters.ipynb", "examples/examples_emgauss/002_empirical_gauss_deflection_parameters.ipynb", "examples/examples_floating/001_floating_turbine_models.ipynb", "examples/examples_floating/002_floating_vs_fixedbottom_farm.ipynb", "examples/examples_floating/003_tilt_driven_vertical_wake_deflection.ipynb", "examples/examples_get_flow/001_extract_wind_speed_at_turbines.ipynb", "examples/examples_get_flow/002_extract_wind_speed_at_points.ipynb", "examples/examples_get_flow/003_plot_velocity_deficit_profiles.ipynb", "examples/examples_heterogeneous/001_heterogeneous_inflow_single.ipynb", "examples/examples_heterogeneous/002_heterogeneous_using_wind_data.ipynb", "examples/examples_heterogeneous/003_heterogeneous_speedup_by_wd_and_ws.ipynb", "examples/examples_heterogeneous/004_heterogeneous_2d_and_3d.ipynb", "examples/examples_layout_optimization/001_optimize_layout.ipynb", "examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.ipynb", "examples/examples_layout_optimization/003_genetic_random_search.ipynb", "examples/examples_layout_optimization/004_generate_gridded_layout.ipynb", "examples/examples_layout_optimization/005_layout_optimization_complex_boundary.ipynb", "examples/examples_multidim/001_multi_dimensional_cp_ct.ipynb", "examples/examples_multidim/002_multi_dimensional_cp_ct_2Hs.ipynb", "examples/examples_turbine/001_check_turbine.ipynb", "examples/examples_turbine/002_multiple_turbine_types.ipynb", "examples/examples_turbine/003_specify_turbine_power_curve.ipynb", "examples/examples_turbopark/001_compare_turbopark_implementations.ipynb", "examples/examples_uncertain/001_uncertain_model_params.ipynb", "examples/examples_uncertain/002_approx_floris_model.ipynb", "examples/examples_visualizations/001_layout_visualizations.ipynb", "examples/examples_visualizations/002_visualize_y_cut_plane.ipynb", "examples/examples_visualizations/003_visualize_cross_plane.ipynb", "examples/examples_visualizations/004_visualize_rotor_values.ipynb", "examples/examples_visualizations/005_visualize_flow_by_sweeping_turbines.ipynb", "examples/examples_wind_data/001_wind_data_comparisons.ipynb", "examples/examples_wind_data/002_generate_ti.ipynb", "examples/examples_wind_data/003_generate_value.ipynb", "examples/examples_wind_resource_grid/000_generate_example_wrg.ipynb", "examples/examples_wind_resource_grid/001_wind_rose_wrg.ipynb", "examples/examples_wind_resource_grid/002_set_floris_with_wrg.ipynb", "examples/examples_wind_resource_grid/003_wrg_compar_layout_optimization.ipynb", "floating_wind_turbine.md", "heterogeneous_map.ipynb", "index.md", "input_reference_main.md", "input_reference_turbine.md", "installation.md", "intro_concepts.ipynb", "layout_optimization.md", "operation_models_user.ipynb", "turbine_interaction.ipynb", "v3_to_v4.md", "wake_models.ipynb", "wind_data_user.ipynb"], "indexentries": {"a (floris.core.wake_velocity.turbopark.turboparkvelocitydeficit attribute)": [[33, "floris.core.wake_velocity.turbopark.TurbOParkVelocityDeficit.A", false]], "a (floris.core.wake_velocity.turboparkgauss.turboparkgaussvelocitydeficit attribute)": [[34, "floris.core.wake_velocity.turboparkgauss.TurboparkgaussVelocityDeficit.A", false]], "a_f (floris.core.wake_velocity.cumulative_gauss_curl.cumulativegausscurlvelocitydeficit attribute)": [[28, "floris.core.wake_velocity.cumulative_gauss_curl.CumulativeGaussCurlVelocityDeficit.a_f", false]], "a_s (floris.core.wake_velocity.cumulative_gauss_curl.cumulativegausscurlvelocitydeficit attribute)": [[28, "floris.core.wake_velocity.cumulative_gauss_curl.CumulativeGaussCurlVelocityDeficit.a_s", false]], "ad (floris.core.wake_deflection.gauss.gaussvelocitydeflection attribute)": [[20, "floris.core.wake_deflection.gauss.GaussVelocityDeflection.ad", false]], "ad (floris.core.wake_deflection.jimenez.jimenezvelocitydeflection attribute)": [[21, "floris.core.wake_deflection.jimenez.JimenezVelocityDeflection.ad", false]], "add_con_group() (floris.optimization.layout_optimization.layout_optimization_pyoptsparse.layoutoptimizationpyoptsparse method)": [[45, "floris.optimization.layout_optimization.layout_optimization_pyoptsparse.LayoutOptimizationPyOptSparse.add_con_group", false]], "add_con_group() (floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.layoutoptimizationpyoptsparse method)": [[46, "floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.LayoutOptimizationPyOptSparse.add_con_group", false]], "add_profiles() (floris.flow_visualization.velocityprofilesfigure method)": [[37, "floris.flow_visualization.VelocityProfilesFigure.add_profiles", false]], "add_ref_lines() (floris.flow_visualization.velocityprofilesfigure method)": [[37, "floris.flow_visualization.VelocityProfilesFigure.add_ref_lines", false]], "add_ref_lines_x2() (floris.flow_visualization.velocityprofilesfigure method)": [[37, "floris.flow_visualization.VelocityProfilesFigure.add_ref_lines_x2", false]], "add_ref_lines_x3() (floris.flow_visualization.velocityprofilesfigure method)": [[37, "floris.flow_visualization.VelocityProfilesFigure.add_ref_lines_x3", false]], "add_var_group() (floris.optimization.layout_optimization.layout_optimization_pyoptsparse.layoutoptimizationpyoptsparse method)": [[45, "floris.optimization.layout_optimization.layout_optimization_pyoptsparse.LayoutOptimizationPyOptSparse.add_var_group", false]], "add_var_group() (floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.layoutoptimizationpyoptsparse method)": [[46, "floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.LayoutOptimizationPyOptSparse.add_var_group", false]], "aggregate() (floris.wind_data.windrose method)": [[64, "floris.wind_data.WindRose.aggregate", false]], "aggregate() (floris.wind_data.windtirose method)": [[64, "floris.wind_data.WindTIRose.aggregate", false]], "ai (floris.core.wake_turbulence.crespo_hernandez.crespohernandez attribute)": [[24, "floris.core.wake_turbulence.crespo_hernandez.CrespoHernandez.ai", false]], "air_density (floris.core.flow_field.flowfield attribute)": [[6, "floris.core.flow_field.FlowField.air_density", false]], "alpha (floris.core.wake_deflection.gauss.gaussvelocitydeflection attribute)": [[20, "floris.core.wake_deflection.gauss.GaussVelocityDeflection.alpha", false]], "alpha (floris.core.wake_velocity.gauss.gaussvelocitydeficit attribute)": [[30, "floris.core.wake_velocity.gauss.GaussVelocityDeficit.alpha", false]], "alpha_mod (floris.core.wake_velocity.cumulative_gauss_curl.cumulativegausscurlvelocitydeficit attribute)": [[28, "floris.core.wake_velocity.cumulative_gauss_curl.CumulativeGaussCurlVelocityDeficit.alpha_mod", false]], "approxflorismodel (class in floris.uncertain_floris_model)": [[62, "floris.uncertain_floris_model.ApproxFlorisModel", false]], "as_dict() (floris.type_dec.fromdictmixin method)": [[61, "floris.type_dec.FromDictMixin.as_dict", false]], "assign_hub_height_to_ref_height() (floris.floris_model.florismodel method)": [[36, "floris.floris_model.FlorisModel.assign_hub_height_to_ref_height", false]], "assign_ti_using_iec_method() (floris.wind_data.timeseries method)": [[64, "floris.wind_data.TimeSeries.assign_ti_using_IEC_method", false]], "assign_ti_using_iec_method() (floris.wind_data.windrose method)": [[64, "floris.wind_data.WindRose.assign_ti_using_IEC_method", false]], "assign_ti_using_wd_ws_function() (floris.wind_data.timeseries method)": [[64, "floris.wind_data.TimeSeries.assign_ti_using_wd_ws_function", false]], "assign_ti_using_wd_ws_function() (floris.wind_data.windrose method)": [[64, "floris.wind_data.WindRose.assign_ti_using_wd_ws_function", false]], "assign_value_piecewise_linear() (floris.wind_data.timeseries method)": [[64, "floris.wind_data.TimeSeries.assign_value_piecewise_linear", false]], "assign_value_piecewise_linear() (floris.wind_data.windrose method)": [[64, "floris.wind_data.WindRose.assign_value_piecewise_linear", false]], "assign_value_piecewise_linear() (floris.wind_data.windtirose method)": [[64, "floris.wind_data.WindTIRose.assign_value_piecewise_linear", false]], "assign_value_using_wd_ws_function() (floris.wind_data.timeseries method)": [[64, "floris.wind_data.TimeSeries.assign_value_using_wd_ws_function", false]], "assign_value_using_wd_ws_function() (floris.wind_data.windrose method)": [[64, "floris.wind_data.WindRose.assign_value_using_wd_ws_function", false]], "assign_value_using_wd_ws_ti_function() (floris.wind_data.windtirose method)": [[64, "floris.wind_data.WindTIRose.assign_value_using_wd_ws_ti_function", false]], "atmospheric_ti_gain (floris.core.wake_turbulence.wake_induced_mixing.wakeinducedmixing attribute)": [[26, "floris.core.wake_turbulence.wake_induced_mixing.WakeInducedMixing.atmospheric_ti_gain", false]], "average_method (floris.core.grid.turbinecubaturegrid attribute)": [[7, "floris.core.grid.TurbineCubatureGrid.average_method", false]], "average_method (floris.core.grid.turbinegrid attribute)": [[7, "floris.core.grid.TurbineGrid.average_method", false]], "average_velocity() (in module floris.core.rotor_velocity)": [[8, "floris.core.rotor_velocity.average_velocity", false]], "awc_added_wake_mixing() (in module floris.core.wake_velocity.empirical_gauss)": [[29, "floris.core.wake_velocity.empirical_gauss.awc_added_wake_mixing", false]], "awc_amplitudes (floris.core.farm.farm attribute)": [[5, "floris.core.farm.Farm.awc_amplitudes", false]], "awc_amplitudes_sorted (floris.core.farm.farm attribute)": [[5, "floris.core.farm.Farm.awc_amplitudes_sorted", false]], "awc_frequencies (floris.core.farm.farm attribute)": [[5, "floris.core.farm.Farm.awc_frequencies", false]], "awc_frequencies_sorted (floris.core.farm.farm attribute)": [[5, "floris.core.farm.Farm.awc_frequencies_sorted", false]], "awc_mode (floris.core.wake_velocity.empirical_gauss.empiricalgaussvelocitydeficit attribute)": [[29, "floris.core.wake_velocity.empirical_gauss.EmpiricalGaussVelocityDeficit.awc_mode", false]], "awc_modes (floris.core.farm.farm attribute)": [[5, "floris.core.farm.Farm.awc_modes", false]], "awc_modes_sorted (floris.core.farm.farm attribute)": [[5, "floris.core.farm.Farm.awc_modes_sorted", false]], "awc_wake_denominator (floris.core.wake_velocity.empirical_gauss.empiricalgaussvelocitydeficit attribute)": [[29, "floris.core.wake_velocity.empirical_gauss.EmpiricalGaussVelocityDeficit.awc_wake_denominator", false]], "awc_wake_exp (floris.core.wake_velocity.empirical_gauss.empiricalgaussvelocitydeficit attribute)": [[29, "floris.core.wake_velocity.empirical_gauss.EmpiricalGaussVelocityDeficit.awc_wake_exp", false]], "awcturbine (class in floris.core.turbine.operation_models)": [[11, "floris.core.turbine.operation_models.AWCTurbine", false]], "ax_height (floris.flow_visualization.velocityprofilesfigure attribute)": [[37, "floris.flow_visualization.VelocityProfilesFigure.ax_height", false]], "ax_width (floris.flow_visualization.velocityprofilesfigure attribute)": [[37, "floris.flow_visualization.VelocityProfilesFigure.ax_width", false]], "axial_induction() (floris.core.turbine.operation_models.awcturbine method)": [[11, "floris.core.turbine.operation_models.AWCTurbine.axial_induction", false]], "axial_induction() (floris.core.turbine.operation_models.baseoperationmodel static method)": [[11, "floris.core.turbine.operation_models.BaseOperationModel.axial_induction", false]], "axial_induction() (floris.core.turbine.operation_models.cosinelossturbine method)": [[11, "floris.core.turbine.operation_models.CosineLossTurbine.axial_induction", false]], "axial_induction() (floris.core.turbine.operation_models.mixedoperationturbine method)": [[11, "floris.core.turbine.operation_models.MixedOperationTurbine.axial_induction", false]], "axial_induction() (floris.core.turbine.operation_models.peakshavingturbine method)": [[11, "floris.core.turbine.operation_models.PeakShavingTurbine.axial_induction", false]], "axial_induction() (floris.core.turbine.operation_models.simplederatingturbine method)": [[11, "floris.core.turbine.operation_models.SimpleDeratingTurbine.axial_induction", false]], "axial_induction() (floris.core.turbine.operation_models.simpleturbine method)": [[11, "floris.core.turbine.operation_models.SimpleTurbine.axial_induction", false]], "axial_induction() (in module floris.core.turbine.turbine)": [[12, "floris.core.turbine.turbine.axial_induction", false]], "axial_induction_function (floris.core.turbine.turbine.turbine attribute)": [[12, "floris.core.turbine.turbine.Turbine.axial_induction_function", false]], "axs (floris.flow_visualization.velocityprofilesfigure attribute)": [[37, "floris.flow_visualization.VelocityProfilesFigure.axs", false]], "b_f (floris.core.wake_velocity.cumulative_gauss_curl.cumulativegausscurlvelocitydeficit attribute)": [[28, "floris.core.wake_velocity.cumulative_gauss_curl.CumulativeGaussCurlVelocityDeficit.b_f", false]], "b_s (floris.core.wake_velocity.cumulative_gauss_curl.cumulativegausscurlvelocitydeficit attribute)": [[28, "floris.core.wake_velocity.cumulative_gauss_curl.CumulativeGaussCurlVelocityDeficit.b_s", false]], "baseclass (class in floris.core.base)": [[3, "floris.core.base.BaseClass", false]], "basemodel (class in floris.core.base)": [[3, "floris.core.base.BaseModel", false]], "baseoperationmodel (class in floris.core.turbine.operation_models)": [[11, "floris.core.turbine.operation_models.BaseOperationModel", false]], "bd (floris.core.wake_deflection.gauss.gaussvelocitydeflection attribute)": [[20, "floris.core.wake_deflection.gauss.GaussVelocityDeflection.bd", false]], "bd (floris.core.wake_deflection.jimenez.jimenezvelocitydeflection attribute)": [[21, "floris.core.wake_deflection.jimenez.JimenezVelocityDeflection.bd", false]], "beta (floris.core.wake_deflection.gauss.gaussvelocitydeflection attribute)": [[20, "floris.core.wake_deflection.gauss.GaussVelocityDeflection.beta", false]], "beta (floris.core.wake_velocity.gauss.gaussvelocitydeficit attribute)": [[30, "floris.core.wake_velocity.gauss.GaussVelocityDeficit.beta", false]], "boundary_grid() (floris.optimization.layout_optimization.layout_optimization_boundary_grid.layoutoptimizationboundarygrid method)": [[43, "floris.optimization.layout_optimization.layout_optimization_boundary_grid.LayoutOptimizationBoundaryGrid.boundary_grid", false]], "boundary_grid() (in module floris.optimization.other.boundary_grid)": [[50, "floris.optimization.other.boundary_grid.boundary_grid", false]], "boundarygrid (class in floris.optimization.other.boundary_grid)": [[50, "floris.optimization.other.boundary_grid.BoundaryGrid", false]], "breakpoints_d (floris.core.wake_velocity.empirical_gauss.empiricalgaussvelocitydeficit attribute)": [[29, "floris.core.wake_velocity.empirical_gauss.EmpiricalGaussVelocityDeficit.breakpoints_D", false]], "build_cosine_loss_turbine_dict() (in module floris.turbine_library.turbine_utilities)": [[60, "floris.turbine_library.turbine_utilities.build_cosine_loss_turbine_dict", false]], "c_f (floris.core.wake_velocity.cumulative_gauss_curl.cumulativegausscurlvelocitydeficit attribute)": [[28, "floris.core.wake_velocity.cumulative_gauss_curl.CumulativeGaussCurlVelocityDeficit.c_f", false]], "c_s1 (floris.core.wake_velocity.cumulative_gauss_curl.cumulativegausscurlvelocitydeficit attribute)": [[28, "floris.core.wake_velocity.cumulative_gauss_curl.CumulativeGaussCurlVelocityDeficit.c_s1", false]], "c_s2 (floris.core.wake_velocity.cumulative_gauss_curl.cumulativegausscurlvelocitydeficit attribute)": [[28, "floris.core.wake_velocity.cumulative_gauss_curl.CumulativeGaussCurlVelocityDeficit.c_s2", false]], "calculate_area_overlap() (in module floris.core.solver)": [[9, "floris.core.solver.calculate_area_overlap", false]], "calculate_cross_plane() (floris.floris_model.florismodel method)": [[36, "floris.floris_model.FlorisModel.calculate_cross_plane", false]], "calculate_horizontal_plane() (floris.floris_model.florismodel method)": [[36, "floris.floris_model.FlorisModel.calculate_horizontal_plane", false]], "calculate_horizontal_plane_with_turbines() (in module floris.flow_visualization)": [[37, "floris.flow_visualization.calculate_horizontal_plane_with_turbines", false]], "calculate_power() (in module floris.cut_plane)": [[35, "floris.cut_plane.calculate_power", false]], "calculate_speed_ups() (floris.core.flow_field.flowfield method)": [[6, "floris.core.flow_field.FlowField.calculate_speed_ups", false]], "calculate_tilt_for_eff_velocities() (floris.core.farm.farm method)": [[5, "floris.core.farm.Farm.calculate_tilt_for_eff_velocities", false]], "calculate_transverse_velocity() (in module floris.core.wake_deflection.gauss)": [[20, "floris.core.wake_deflection.gauss.calculate_transverse_velocity", false]], "calculate_wake() (floris.floris_model.florismodel method)": [[36, "floris.floris_model.FlorisModel.calculate_wake", false]], "calculate_wind_speed() (in module floris.cut_plane)": [[35, "floris.cut_plane.calculate_wind_speed", false]], "calculate_y_plane() (floris.floris_model.florismodel method)": [[36, "floris.floris_model.FlorisModel.calculate_y_plane", false]], "cc_solver() (in module floris.core.solver)": [[9, "floris.core.solver.cc_solver", false]], "change_resolution() (in module floris.cut_plane)": [[35, "floris.cut_plane.change_resolution", false]], "characteristic_wake_width() (in module floris.core.wake_velocity.turbopark)": [[33, "floris.core.wake_velocity.turbopark.characteristic_wake_width", false]], "characteristic_wake_width() (in module floris.core.wake_velocity.turboparkgauss)": [[34, "floris.core.wake_velocity.turboparkgauss.characteristic_wake_width", false]], "check_and_identify_step_size() (in module floris.utilities)": [[63, "floris.utilities.check_and_identify_step_size", false]], "check_coordinates() (floris.core.grid.grid method)": [[7, "floris.core.grid.Grid.check_coordinates", false]], "check_floating_tilt_table() (floris.core.turbine.turbine.turbine method)": [[12, "floris.core.turbine.turbine.Turbine.check_floating_tilt_table", false]], "check_for_cp_ct_correct_flag_if_floating() (floris.core.turbine.turbine.turbine method)": [[12, "floris.core.turbine.turbine.Turbine.check_for_cp_ct_correct_flag_if_floating", false]], "check_heterogeneous_inflow_config() (floris.wind_data.winddatabase method)": [[64, "floris.wind_data.WindDataBase.check_heterogeneous_inflow_config", false]], "check_input_file_for_v3_keys() (in module floris.core.core)": [[4, "floris.core.core.check_input_file_for_v3_keys", false]], "check_library_path() (floris.core.farm.farm method)": [[5, "floris.core.farm.Farm.check_library_path", false]], "check_power_thrust_table() (floris.core.turbine.turbine.turbine method)": [[12, "floris.core.turbine.turbine.Turbine.check_power_thrust_table", false]], "check_smooth_power_curve() (in module floris.turbine_library.turbine_utilities)": [[60, "floris.turbine_library.turbine_utilities.check_smooth_power_curve", false]], "check_turbine_definition_for_v3_keys() (in module floris.core.farm)": [[5, "floris.core.farm.check_turbine_definition_for_v3_keys", false]], "check_turbine_type() (floris.core.farm.farm method)": [[5, "floris.core.farm.Farm.check_turbine_type", false]], "check_x() (floris.core.farm.farm method)": [[5, "floris.core.farm.Farm.check_x", false]], "check_y() (floris.core.farm.farm method)": [[5, "floris.core.farm.Farm.check_y", false]], "combination_function (floris.core.wake.wakemodelmanager property)": [[13, "floris.core.wake.WakeModelManager.combination_function", false]], "combination_model (floris.core.wake.wakemodelmanager attribute)": [[13, "floris.core.wake.WakeModelManager.combination_model", false]], "compute_cons() (floris.optimization.layout_optimization.layout_optimization_pyoptsparse.layoutoptimizationpyoptsparse method)": [[45, "floris.optimization.layout_optimization.layout_optimization_pyoptsparse.LayoutOptimizationPyOptSparse.compute_cons", false]], "compute_cons() (floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.layoutoptimizationpyoptsparse method)": [[46, "floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.LayoutOptimizationPyOptSparse.compute_cons", false]], "compute_power_curves() (floris.turbine_library.turbine_previewer.turbinelibrary method)": [[59, "floris.turbine_library.turbine_previewer.TurbineLibrary.compute_power_curves", false]], "compute_thrust_coefficient_curves() (floris.turbine_library.turbine_previewer.turbinelibrary method)": [[59, "floris.turbine_library.turbine_previewer.TurbineLibrary.compute_thrust_coefficient_curves", false]], "compute_tilt_angles_for_floating_turbines() (in module floris.core.rotor_velocity)": [[8, "floris.core.rotor_velocity.compute_tilt_angles_for_floating_turbines", false]], "compute_tilt_angles_for_floating_turbines_map() (in module floris.core.rotor_velocity)": [[8, "floris.core.rotor_velocity.compute_tilt_angles_for_floating_turbines_map", false]], "condition_keys (floris.core.turbine.turbine.turbine attribute)": [[12, "floris.core.turbine.turbine.Turbine.condition_keys", false]], "configure_console_log() (in module floris.logging_manager)": [[39, "floris.logging_manager.configure_console_log", false]], "configure_file_log() (in module floris.logging_manager)": [[39, "floris.logging_manager.configure_file_log", false]], "constant (floris.core.wake_turbulence.crespo_hernandez.crespohernandez attribute)": [[24, "floris.core.wake_turbulence.crespo_hernandez.CrespoHernandez.constant", false]], "construct_hub_heights() (floris.core.farm.farm method)": [[5, "floris.core.farm.Farm.construct_hub_heights", false]], "construct_rotor_diameters() (floris.core.farm.farm method)": [[5, "floris.core.farm.Farm.construct_rotor_diameters", false]], "construct_turbine_axial_induction_functions() (floris.core.farm.farm method)": [[5, "floris.core.farm.Farm.construct_turbine_axial_induction_functions", false]], "construct_turbine_correct_cp_ct_for_tilt() (floris.core.farm.farm method)": [[5, "floris.core.farm.Farm.construct_turbine_correct_cp_ct_for_tilt", false]], "construct_turbine_map() (floris.core.farm.farm method)": [[5, "floris.core.farm.Farm.construct_turbine_map", false]], "construct_turbine_power_functions() (floris.core.farm.farm method)": [[5, "floris.core.farm.Farm.construct_turbine_power_functions", false]], "construct_turbine_power_thrust_tables() (floris.core.farm.farm method)": [[5, "floris.core.farm.Farm.construct_turbine_power_thrust_tables", false]], "construct_turbine_ref_tilts() (floris.core.farm.farm method)": [[5, "floris.core.farm.Farm.construct_turbine_ref_tilts", false]], "construct_turbine_thrust_coefficient_functions() (floris.core.farm.farm method)": [[5, "floris.core.farm.Farm.construct_turbine_thrust_coefficient_functions", false]], "construct_turbine_tilt_interps() (floris.core.farm.farm method)": [[5, "floris.core.farm.Farm.construct_turbine_tilt_interps", false]], "construct_turbine_tsrs() (floris.core.farm.farm method)": [[5, "floris.core.farm.Farm.construct_turbine_TSRs", false]], "convert_to_path() (in module floris.type_dec)": [[61, "floris.type_dec.convert_to_path", false]], "coordinate_labels (floris.flow_visualization.velocityprofilesfigure attribute)": [[37, "floris.flow_visualization.VelocityProfilesFigure.coordinate_labels", false]], "coordinates (floris.core.farm.farm property)": [[5, "floris.core.farm.Farm.coordinates", false]], "copy() (floris.floris_model.florismodel method)": [[36, "floris.floris_model.FlorisModel.copy", false]], "copy() (floris.parallel_floris_model.parallelflorismodel method)": [[57, "floris.parallel_floris_model.ParallelFlorisModel.copy", false]], "copy() (floris.uncertain_floris_model.uncertainflorismodel method)": [[62, "floris.uncertain_floris_model.UncertainFlorisModel.copy", false]], "core (class in floris.core.core)": [[4, "floris.core.core.Core", false]], "core (floris.uncertain_floris_model.uncertainflorismodel property)": [[62, "floris.uncertain_floris_model.UncertainFlorisModel.core", false]], "correct_cp_ct_for_tilt (floris.core.farm.farm attribute)": [[5, "floris.core.farm.Farm.correct_cp_ct_for_tilt", false]], "correct_cp_ct_for_tilt (floris.core.turbine.turbine.turbine attribute)": [[12, "floris.core.turbine.turbine.Turbine.correct_cp_ct_for_tilt", false]], "correct_cp_ct_for_tilt_sorted (floris.core.farm.farm attribute)": [[5, "floris.core.farm.Farm.correct_cp_ct_for_tilt_sorted", false]], "cosd() (in module floris.utilities)": [[63, "floris.utilities.cosd", false]], "cosinelossturbine (class in floris.core.turbine.operation_models)": [[11, "floris.core.turbine.operation_models.CosineLossTurbine", false]], "crespohernandez (class in floris.core.wake_turbulence.crespo_hernandez)": [[24, "floris.core.wake_turbulence.crespo_hernandez.CrespoHernandez", false]], "cubature_weights (floris.core.grid.grid attribute)": [[7, "floris.core.grid.Grid.cubature_weights", false]], "cubic_cubature() (in module floris.core.rotor_velocity)": [[8, "floris.core.rotor_velocity.cubic_cubature", false]], "cubic_mean() (in module floris.core.rotor_velocity)": [[8, "floris.core.rotor_velocity.cubic_mean", false]], "cumulativegausscurlvelocitydeficit (class in floris.core.wake_velocity.cumulative_gauss_curl)": [[28, "floris.core.wake_velocity.cumulative_gauss_curl.CumulativeGaussCurlVelocityDeficit", false]], "cutplane (class in floris.cut_plane)": [[35, "floris.cut_plane.CutPlane", false]], "deficit_max (floris.flow_visualization.velocityprofilesfigure attribute)": [[37, "floris.flow_visualization.VelocityProfilesFigure.deficit_max", false]], "deflection_function (floris.core.wake.wakemodelmanager property)": [[13, "floris.core.wake.WakeModelManager.deflection_function", false]], "deflection_model (floris.core.wake.wakemodelmanager attribute)": [[13, "floris.core.wake.WakeModelManager.deflection_model", false]], "deflection_rate (floris.core.wake_deflection.empirical_gauss.empiricalgaussvelocitydeflection attribute)": [[19, "floris.core.wake_deflection.empirical_gauss.EmpiricalGaussVelocityDeflection.deflection_rate", false]], "derive_downstream_turbines() (in module floris.optimization.yaw_optimization.yaw_optimization_tools)": [[53, "floris.optimization.yaw_optimization.yaw_optimization_tools.derive_downstream_turbines", false]], "describe() (floris.optimization.layout_optimization.layout_optimization_random_search.layoutoptimizationrandomsearch method)": [[47, "floris.optimization.layout_optimization.layout_optimization_random_search.LayoutOptimizationRandomSearch.describe", false]], "description (floris.core.core.core attribute)": [[4, "floris.core.core.Core.description", false]], "discontinuous_grid() (in module floris.optimization.other.boundary_grid)": [[50, "floris.optimization.other.boundary_grid.discontinuous_grid", false]], "distance_from_boundaries() (floris.optimization.layout_optimization.layout_optimization_pyoptsparse.layoutoptimizationpyoptsparse method)": [[45, "floris.optimization.layout_optimization.layout_optimization_pyoptsparse.LayoutOptimizationPyOptSparse.distance_from_boundaries", false]], "distance_from_boundaries() (floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.layoutoptimizationpyoptsparse method)": [[46, "floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.LayoutOptimizationPyOptSparse.distance_from_boundaries", false]], "dm (floris.core.wake_deflection.gauss.gaussvelocitydeflection attribute)": [[20, "floris.core.wake_deflection.gauss.GaussVelocityDeflection.dm", false]], "downsample() (floris.wind_data.windrose method)": [[64, "floris.wind_data.WindRose.downsample", false]], "downsample() (floris.wind_data.windtirose method)": [[64, "floris.wind_data.WindTIRose.downsample", false]], "downstream (floris.core.wake_turbulence.crespo_hernandez.crespohernandez attribute)": [[24, "floris.core.wake_turbulence.crespo_hernandez.CrespoHernandez.downstream", false]], "downstream_dists_d (floris.flow_visualization.velocityprofilesfigure attribute)": [[37, "floris.flow_visualization.VelocityProfilesFigure.downstream_dists_D", false]], "dudz_initial_sorted (floris.core.flow_field.flowfield attribute)": [[6, "floris.core.flow_field.FlowField.dudz_initial_sorted", false]], "empirical_gauss_model_wake_width() (in module floris.core.wake_velocity.empirical_gauss)": [[29, "floris.core.wake_velocity.empirical_gauss.empirical_gauss_model_wake_width", false]], "empirical_gauss_solver() (in module floris.core.solver)": [[9, "floris.core.solver.empirical_gauss_solver", false]], "empiricalgaussvelocitydeficit (class in floris.core.wake_velocity.empirical_gauss)": [[29, "floris.core.wake_velocity.empirical_gauss.EmpiricalGaussVelocityDeficit", false]], "empiricalgaussvelocitydeflection (class in floris.core.wake_deflection.empirical_gauss)": [[19, "floris.core.wake_deflection.empirical_gauss.EmpiricalGaussVelocityDeflection", false]], "enable_active_wake_mixing (floris.core.wake.wakemodelmanager attribute)": [[13, "floris.core.wake.WakeModelManager.enable_active_wake_mixing", false]], "enable_secondary_steering (floris.core.wake.wakemodelmanager attribute)": [[13, "floris.core.wake.WakeModelManager.enable_secondary_steering", false]], "enable_transverse_velocities (floris.core.wake.wakemodelmanager attribute)": [[13, "floris.core.wake.WakeModelManager.enable_transverse_velocities", false]], "enable_yaw_added_recovery (floris.core.wake.wakemodelmanager attribute)": [[13, "floris.core.wake.WakeModelManager.enable_yaw_added_recovery", false]], "eps_gain (floris.core.wake_deflection.gauss.gaussvelocitydeflection attribute)": [[20, "floris.core.wake_deflection.gauss.GaussVelocityDeflection.eps_gain", false]], "expand_farm_properties() (floris.core.farm.farm method)": [[5, "floris.core.farm.Farm.expand_farm_properties", false]], "farm (class in floris.core.farm)": [[5, "floris.core.farm.Farm", false]], "farm (floris.core.core.core attribute)": [[4, "floris.core.core.Core.farm", false]], "fig (floris.flow_visualization.velocityprofilesfigure attribute)": [[37, "floris.flow_visualization.VelocityProfilesFigure.fig", false]], "filter() (floris.logging_manager.tracebackinfofilter method)": [[39, "floris.logging_manager.TracebackInfoFilter.filter", false]], "finalize() (floris.core.core.core method)": [[4, "floris.core.core.Core.finalize", false]], "finalize() (floris.core.farm.farm method)": [[5, "floris.core.farm.Farm.finalize", false]], "finalize() (floris.core.flow_field.flowfield method)": [[6, "floris.core.flow_field.FlowField.finalize", false]], "find_lengths() (floris.optimization.layout_optimization.layout_optimization_boundary_grid.layoutoptimizationboundarygrid method)": [[43, "floris.optimization.layout_optimization.layout_optimization_boundary_grid.LayoutOptimizationBoundaryGrid.find_lengths", false]], "floating_tilt_table (floris.core.turbine.turbine.turbine attribute)": [[12, "floris.core.turbine.turbine.Turbine.floating_tilt_table", false]], "floris.convert_floris_input_v3_to_v4": [[0, "module-floris.convert_floris_input_v3_to_v4", false]], "floris.convert_turbine_v3_to_v4": [[1, "module-floris.convert_turbine_v3_to_v4", false]], "floris.core": [[2, "module-floris.core", false]], "floris.core.base": [[3, "module-floris.core.base", false]], "floris.core.core": [[4, "module-floris.core.core", false]], "floris.core.farm": [[5, "module-floris.core.farm", false]], "floris.core.flow_field": [[6, "module-floris.core.flow_field", false]], "floris.core.grid": [[7, "module-floris.core.grid", false]], "floris.core.rotor_velocity": [[8, "module-floris.core.rotor_velocity", false]], "floris.core.solver": [[9, "module-floris.core.solver", false]], "floris.core.turbine": [[10, "module-floris.core.turbine", false]], "floris.core.turbine.operation_models": [[11, "module-floris.core.turbine.operation_models", false]], "floris.core.turbine.turbine": [[12, "module-floris.core.turbine.turbine", false]], "floris.core.wake": [[13, "module-floris.core.wake", false]], "floris.core.wake_combination": [[14, "module-floris.core.wake_combination", false]], "floris.core.wake_combination.fls": [[15, "module-floris.core.wake_combination.fls", false]], "floris.core.wake_combination.max": [[16, "module-floris.core.wake_combination.max", false]], "floris.core.wake_combination.sosfs": [[17, "module-floris.core.wake_combination.sosfs", false]], "floris.core.wake_deflection": [[18, "module-floris.core.wake_deflection", false]], "floris.core.wake_deflection.empirical_gauss": [[19, "module-floris.core.wake_deflection.empirical_gauss", false]], "floris.core.wake_deflection.gauss": [[20, "module-floris.core.wake_deflection.gauss", false]], "floris.core.wake_deflection.jimenez": [[21, "module-floris.core.wake_deflection.jimenez", false]], "floris.core.wake_deflection.none": [[22, "module-floris.core.wake_deflection.none", false]], "floris.core.wake_turbulence": [[23, "module-floris.core.wake_turbulence", false]], "floris.core.wake_turbulence.crespo_hernandez": [[24, "module-floris.core.wake_turbulence.crespo_hernandez", false]], "floris.core.wake_turbulence.none": [[25, "module-floris.core.wake_turbulence.none", false]], "floris.core.wake_turbulence.wake_induced_mixing": [[26, "module-floris.core.wake_turbulence.wake_induced_mixing", false]], "floris.core.wake_velocity": [[27, "module-floris.core.wake_velocity", false]], "floris.core.wake_velocity.cumulative_gauss_curl": [[28, "module-floris.core.wake_velocity.cumulative_gauss_curl", false]], "floris.core.wake_velocity.empirical_gauss": [[29, "module-floris.core.wake_velocity.empirical_gauss", false]], "floris.core.wake_velocity.gauss": [[30, "module-floris.core.wake_velocity.gauss", false]], "floris.core.wake_velocity.jensen": [[31, "module-floris.core.wake_velocity.jensen", false]], "floris.core.wake_velocity.none": [[32, "module-floris.core.wake_velocity.none", false]], "floris.core.wake_velocity.turbopark": [[33, "module-floris.core.wake_velocity.turbopark", false]], "floris.core.wake_velocity.turboparkgauss": [[34, "module-floris.core.wake_velocity.turboparkgauss", false]], "floris.cut_plane": [[35, "module-floris.cut_plane", false]], "floris.floris_model": [[36, "module-floris.floris_model", false]], "floris.flow_visualization": [[37, "module-floris.flow_visualization", false]], "floris.layout_visualization": [[38, "module-floris.layout_visualization", false]], "floris.logging_manager": [[39, "module-floris.logging_manager", false]], "floris.optimization": [[40, "module-floris.optimization", false]], "floris.optimization.layout_optimization": [[41, "module-floris.optimization.layout_optimization", false]], "floris.optimization.layout_optimization.layout_optimization_base": [[42, "module-floris.optimization.layout_optimization.layout_optimization_base", false]], "floris.optimization.layout_optimization.layout_optimization_boundary_grid": [[43, "module-floris.optimization.layout_optimization.layout_optimization_boundary_grid", false]], "floris.optimization.layout_optimization.layout_optimization_gridded": [[44, "module-floris.optimization.layout_optimization.layout_optimization_gridded", false]], "floris.optimization.layout_optimization.layout_optimization_pyoptsparse": [[45, "module-floris.optimization.layout_optimization.layout_optimization_pyoptsparse", false]], "floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread": [[46, "module-floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread", false]], "floris.optimization.layout_optimization.layout_optimization_random_search": [[47, "module-floris.optimization.layout_optimization.layout_optimization_random_search", false]], "floris.optimization.layout_optimization.layout_optimization_scipy": [[48, "module-floris.optimization.layout_optimization.layout_optimization_scipy", false]], "floris.optimization.other": [[49, "module-floris.optimization.other", false]], "floris.optimization.other.boundary_grid": [[50, "module-floris.optimization.other.boundary_grid", false]], "floris.optimization.yaw_optimization": [[51, "module-floris.optimization.yaw_optimization", false]], "floris.optimization.yaw_optimization.yaw_optimization_base": [[52, "module-floris.optimization.yaw_optimization.yaw_optimization_base", false]], "floris.optimization.yaw_optimization.yaw_optimization_tools": [[53, "module-floris.optimization.yaw_optimization.yaw_optimization_tools", false]], "floris.optimization.yaw_optimization.yaw_optimizer_geometric": [[54, "module-floris.optimization.yaw_optimization.yaw_optimizer_geometric", false]], "floris.optimization.yaw_optimization.yaw_optimizer_scipy": [[55, "module-floris.optimization.yaw_optimization.yaw_optimizer_scipy", false]], "floris.optimization.yaw_optimization.yaw_optimizer_sr": [[56, "module-floris.optimization.yaw_optimization.yaw_optimizer_sr", false]], "floris.parallel_floris_model": [[57, "module-floris.parallel_floris_model", false]], "floris.turbine_library": [[58, "module-floris.turbine_library", false]], "floris.turbine_library.turbine_previewer": [[59, "module-floris.turbine_library.turbine_previewer", false]], "floris.turbine_library.turbine_utilities": [[60, "module-floris.turbine_library.turbine_utilities", false]], "floris.type_dec": [[61, "module-floris.type_dec", false]], "floris.uncertain_floris_model": [[62, "module-floris.uncertain_floris_model", false]], "floris.utilities": [[63, "module-floris.utilities", false]], "floris.wind_data": [[64, "module-floris.wind_data", false]], "floris_array_converter() (in module floris.type_dec)": [[61, "floris.type_dec.floris_array_converter", false]], "floris_numeric_dict_converter() (in module floris.type_dec)": [[61, "floris.type_dec.floris_numeric_dict_converter", false]], "floris_version (floris.core.core.core attribute)": [[4, "floris.core.core.Core.floris_version", false]], "florismodel (class in floris.floris_model)": [[36, "floris.floris_model.FlorisModel", false]], "flow_field (floris.core.core.core attribute)": [[4, "floris.core.core.Core.flow_field", false]], "flowfield (class in floris.core.flow_field)": [[6, "floris.core.flow_field.FlowField", false]], "flowfieldgrid (class in floris.core.grid)": [[7, "floris.core.grid.FlowFieldGrid", false]], "flowfieldplanargrid (class in floris.core.grid)": [[7, "floris.core.grid.FlowFieldPlanarGrid", false]], "fls (class in floris.core.wake_combination.fls)": [[15, "floris.core.wake_combination.fls.FLS", false]], "from_dict() (floris.type_dec.fromdictmixin class method)": [[61, "floris.type_dec.FromDictMixin.from_dict", false]], "from_file() (floris.core.core.core class method)": [[4, "floris.core.core.Core.from_file", false]], "from_library() (floris.turbine_library.turbine_previewer.turbineinterface class method)": [[59, "floris.turbine_library.turbine_previewer.TurbineInterface.from_library", false]], "from_turbine_dict() (floris.turbine_library.turbine_previewer.turbineinterface class method)": [[59, "floris.turbine_library.turbine_previewer.TurbineInterface.from_turbine_dict", false]], "from_yaml() (floris.turbine_library.turbine_previewer.turbineinterface class method)": [[59, "floris.turbine_library.turbine_previewer.TurbineInterface.from_yaml", false]], "fromdictmixin (class in floris.type_dec)": [[61, "floris.type_dec.FromDictMixin", false]], "full_flow_cc_solver() (in module floris.core.solver)": [[9, "floris.core.solver.full_flow_cc_solver", false]], "full_flow_empirical_gauss_solver() (in module floris.core.solver)": [[9, "floris.core.solver.full_flow_empirical_gauss_solver", false]], "full_flow_sequential_solver() (in module floris.core.solver)": [[9, "floris.core.solver.full_flow_sequential_solver", false]], "full_flow_turbopark_solver() (in module floris.core.solver)": [[9, "floris.core.solver.full_flow_turbopark_solver", false]], "function() (floris.core.base.basemodel method)": [[3, "floris.core.base.BaseModel.function", false]], "function() (floris.core.wake_combination.fls.fls method)": [[15, "floris.core.wake_combination.fls.FLS.function", false]], "function() (floris.core.wake_combination.max.max method)": [[16, "floris.core.wake_combination.max.MAX.function", false]], "function() (floris.core.wake_combination.sosfs.sosfs method)": [[17, "floris.core.wake_combination.sosfs.SOSFS.function", false]], "function() (floris.core.wake_deflection.empirical_gauss.empiricalgaussvelocitydeflection method)": [[19, "floris.core.wake_deflection.empirical_gauss.EmpiricalGaussVelocityDeflection.function", false]], "function() (floris.core.wake_deflection.gauss.gaussvelocitydeflection method)": [[20, "floris.core.wake_deflection.gauss.GaussVelocityDeflection.function", false]], "function() (floris.core.wake_deflection.jimenez.jimenezvelocitydeflection method)": [[21, "floris.core.wake_deflection.jimenez.JimenezVelocityDeflection.function", false]], "function() (floris.core.wake_deflection.none.nonevelocitydeflection method)": [[22, "floris.core.wake_deflection.none.NoneVelocityDeflection.function", false]], "function() (floris.core.wake_turbulence.crespo_hernandez.crespohernandez method)": [[24, "floris.core.wake_turbulence.crespo_hernandez.CrespoHernandez.function", false]], "function() (floris.core.wake_turbulence.none.nonewaketurbulence method)": [[25, "floris.core.wake_turbulence.none.NoneWakeTurbulence.function", false]], "function() (floris.core.wake_turbulence.wake_induced_mixing.wakeinducedmixing method)": [[26, "floris.core.wake_turbulence.wake_induced_mixing.WakeInducedMixing.function", false]], "function() (floris.core.wake_velocity.cumulative_gauss_curl.cumulativegausscurlvelocitydeficit method)": [[28, "floris.core.wake_velocity.cumulative_gauss_curl.CumulativeGaussCurlVelocityDeficit.function", false]], "function() (floris.core.wake_velocity.empirical_gauss.empiricalgaussvelocitydeficit method)": [[29, "floris.core.wake_velocity.empirical_gauss.EmpiricalGaussVelocityDeficit.function", false]], "function() (floris.core.wake_velocity.gauss.gaussvelocitydeficit method)": [[30, "floris.core.wake_velocity.gauss.GaussVelocityDeficit.function", false]], "function() (floris.core.wake_velocity.jensen.jensenvelocitydeficit method)": [[31, "floris.core.wake_velocity.jensen.JensenVelocityDeficit.function", false]], "function() (floris.core.wake_velocity.none.nonevelocitydeficit method)": [[32, "floris.core.wake_velocity.none.NoneVelocityDeficit.function", false]], "function() (floris.core.wake_velocity.turbopark.turboparkvelocitydeficit method)": [[33, "floris.core.wake_velocity.turbopark.TurbOParkVelocityDeficit.function", false]], "function() (floris.core.wake_velocity.turboparkgauss.turboparkgaussvelocitydeficit method)": [[34, "floris.core.wake_velocity.turboparkgauss.TurboparkgaussVelocityDeficit.function", false]], "gamma() (in module floris.core.wake_deflection.gauss)": [[20, "floris.core.wake_deflection.gauss.gamma", false]], "gaussian_function() (in module floris.core.wake_velocity.gauss)": [[30, "floris.core.wake_velocity.gauss.gaussian_function", false]], "gaussvelocitydeficit (class in floris.core.wake_velocity.gauss)": [[30, "floris.core.wake_velocity.gauss.GaussVelocityDeficit", false]], "gaussvelocitydeflection (class in floris.core.wake_deflection.gauss)": [[20, "floris.core.wake_deflection.gauss.GaussVelocityDeflection", false]], "generate_heterogeneous_wind_map() (floris.core.flow_field.flowfield method)": [[6, "floris.core.flow_field.FlowField.generate_heterogeneous_wind_map", false]], "geometric_yaw() (in module floris.optimization.yaw_optimization.yaw_optimizer_geometric)": [[54, "floris.optimization.yaw_optimization.yaw_optimizer_geometric.geometric_yaw", false]], "get_cubature_coefficients() (floris.core.grid.turbinecubaturegrid class method)": [[7, "floris.core.grid.TurbineCubatureGrid.get_cubature_coefficients", false]], "get_expected_farm_power() (floris.floris_model.florismodel method)": [[36, "floris.floris_model.FlorisModel.get_expected_farm_power", false]], "get_expected_farm_power() (floris.uncertain_floris_model.uncertainflorismodel method)": [[62, "floris.uncertain_floris_model.UncertainFlorisModel.get_expected_farm_power", false]], "get_expected_farm_value() (floris.floris_model.florismodel method)": [[36, "floris.floris_model.FlorisModel.get_expected_farm_value", false]], "get_expected_turbine_powers() (floris.floris_model.florismodel method)": [[36, "floris.floris_model.FlorisModel.get_expected_turbine_powers", false]], "get_farm_aep() (floris.floris_model.florismodel method)": [[36, "floris.floris_model.FlorisModel.get_farm_AEP", false]], "get_farm_aep() (floris.parallel_floris_model.parallelflorismodel method)": [[57, "floris.parallel_floris_model.ParallelFlorisModel.get_farm_AEP", false]], "get_farm_aep() (floris.uncertain_floris_model.uncertainflorismodel method)": [[62, "floris.uncertain_floris_model.UncertainFlorisModel.get_farm_AEP", false]], "get_farm_avp() (floris.floris_model.florismodel method)": [[36, "floris.floris_model.FlorisModel.get_farm_AVP", false]], "get_farm_power() (floris.floris_model.florismodel method)": [[36, "floris.floris_model.FlorisModel.get_farm_power", false]], "get_farm_power() (floris.parallel_floris_model.parallelflorismodel method)": [[57, "floris.parallel_floris_model.ParallelFlorisModel.get_farm_power", false]], "get_farm_power() (floris.uncertain_floris_model.uncertainflorismodel method)": [[62, "floris.uncertain_floris_model.UncertainFlorisModel.get_farm_power", false]], "get_heterogeneous_wind_rose() (floris.wind_data.windrosewrg method)": [[64, "floris.wind_data.WindRoseWRG.get_heterogeneous_wind_rose", false]], "get_operation_model() (floris.floris_model.florismodel method)": [[36, "floris.floris_model.FlorisModel.get_operation_model", false]], "get_operation_model() (floris.parallel_floris_model.parallelflorismodel method)": [[57, "floris.parallel_floris_model.ParallelFlorisModel.get_operation_model", false]], "get_optimized_locs() (floris.optimization.layout_optimization.layout_optimization_pyoptsparse.layoutoptimizationpyoptsparse method)": [[45, "floris.optimization.layout_optimization.layout_optimization_pyoptsparse.LayoutOptimizationPyOptSparse.get_optimized_locs", false]], "get_param() (floris.floris_model.florismodel method)": [[36, "floris.floris_model.FlorisModel.get_param", false]], "get_param() (floris.parallel_floris_model.parallelflorismodel method)": [[57, "floris.parallel_floris_model.ParallelFlorisModel.get_param", false]], "get_plane_from_flow_data() (in module floris.cut_plane)": [[35, "floris.cut_plane.get_plane_from_flow_data", false]], "get_plane_of_points() (floris.floris_model.florismodel method)": [[36, "floris.floris_model.FlorisModel.get_plane_of_points", false]], "get_power_profile() (in module floris.cut_plane)": [[35, "floris.cut_plane.get_power_profile", false]], "get_turbine_ais() (floris.floris_model.florismodel method)": [[36, "floris.floris_model.FlorisModel.get_turbine_ais", false]], "get_turbine_layout() (floris.floris_model.florismodel method)": [[36, "floris.floris_model.FlorisModel.get_turbine_layout", false]], "get_turbine_powers() (floris.floris_model.florismodel method)": [[36, "floris.floris_model.FlorisModel.get_turbine_powers", false]], "get_turbine_powers() (floris.parallel_floris_model.parallelflorismodel method)": [[57, "floris.parallel_floris_model.ParallelFlorisModel.get_turbine_powers", false]], "get_turbine_powers() (floris.uncertain_floris_model.uncertainflorismodel method)": [[62, "floris.uncertain_floris_model.UncertainFlorisModel.get_turbine_powers", false]], "get_turbine_thrust_coefficients() (floris.floris_model.florismodel method)": [[36, "floris.floris_model.FlorisModel.get_turbine_thrust_coefficients", false]], "get_turbine_tis() (floris.floris_model.florismodel method)": [[36, "floris.floris_model.FlorisModel.get_turbine_TIs", false]], "get_wake_direction() (in module floris.layout_visualization)": [[38, "floris.layout_visualization.get_wake_direction", false]], "get_wind_rose_at_point() (floris.wind_data.windrosewrg method)": [[64, "floris.wind_data.WindRoseWRG.get_wind_rose_at_point", false]], "grid (class in floris.core.grid)": [[7, "floris.core.grid.Grid", false]], "grid (floris.core.core.core attribute)": [[4, "floris.core.core.Core.grid", false]], "grid_resolution (floris.core.grid.grid attribute)": [[7, "floris.core.grid.Grid.grid_resolution", false]], "grid_resolution_validator() (floris.core.grid.grid method)": [[7, "floris.core.grid.Grid.grid_resolution_validator", false]], "het_map (floris.core.flow_field.flowfield attribute)": [[6, "floris.core.flow_field.FlowField.het_map", false]], "het_map_validator() (floris.core.flow_field.flowfield method)": [[6, "floris.core.flow_field.FlowField.het_map_validator", false]], "heterogeneous_config_validator() (floris.core.flow_field.flowfield method)": [[6, "floris.core.flow_field.FlowField.heterogeneous_config_validator", false]], "heterogeneous_inflow_config (floris.core.flow_field.flowfield attribute)": [[6, "floris.core.flow_field.FlowField.heterogeneous_inflow_config", false]], "horizontal_deflection_gain_d (floris.core.wake_deflection.empirical_gauss.empiricalgaussvelocitydeflection attribute)": [[19, "floris.core.wake_deflection.empirical_gauss.EmpiricalGaussVelocityDeflection.horizontal_deflection_gain_D", false]], "hub_height (floris.core.turbine.turbine.turbine attribute)": [[12, "floris.core.turbine.turbine.Turbine.hub_height", false]], "hub_heights (floris.core.farm.farm attribute)": [[5, "floris.core.farm.Farm.hub_heights", false]], "hub_heights_sorted (floris.core.farm.farm attribute)": [[5, "floris.core.farm.Farm.hub_heights_sorted", false]], "ignore_include() (in module floris.convert_floris_input_v3_to_v4)": [[0, "floris.convert_floris_input_v3_to_v4.ignore_include", false]], "include() (floris.utilities.loader method)": [[63, "floris.utilities.Loader.include", false]], "include_mirror_wake (floris.core.wake_velocity.turboparkgauss.turboparkgaussvelocitydeficit attribute)": [[34, "floris.core.wake_velocity.turboparkgauss.TurboparkgaussVelocityDeficit.include_mirror_wake", false]], "initial (floris.core.wake_turbulence.crespo_hernandez.crespohernandez attribute)": [[24, "floris.core.wake_turbulence.crespo_hernandez.CrespoHernandez.initial", false]], "initialize() (floris.core.farm.farm method)": [[5, "floris.core.farm.Farm.initialize", false]], "initialize_domain() (floris.core.core.core method)": [[4, "floris.core.core.Core.initialize_domain", false]], "initialize_velocity_field() (floris.core.flow_field.flowfield method)": [[6, "floris.core.flow_field.FlowField.initialize_velocity_field", false]], "initialized (floris.core.base.state attribute)": [[3, "floris.core.base.State.INITIALIZED", false]], "internal_turbine_library (floris.core.farm.farm attribute)": [[5, "floris.core.farm.Farm.internal_turbine_library", false]], "interpolate_multiplier_xy() (floris.core.flow_field.flowfield static method)": [[6, "floris.core.flow_field.FlowField.interpolate_multiplier_xy", false]], "interpolate_multiplier_xyz() (floris.core.flow_field.flowfield static method)": [[6, "floris.core.flow_field.FlowField.interpolate_multiplier_xyz", false]], "interpolate_onto_array() (in module floris.cut_plane)": [[35, "floris.cut_plane.interpolate_onto_array", false]], "iter_validator() (in module floris.type_dec)": [[61, "floris.type_dec.iter_validator", false]], "jensenvelocitydeficit (class in floris.core.wake_velocity.jensen)": [[31, "floris.core.wake_velocity.jensen.JensenVelocityDeficit", false]], "jimenezvelocitydeflection (class in floris.core.wake_deflection.jimenez)": [[21, "floris.core.wake_deflection.jimenez.JimenezVelocityDeflection", false]], "ka (floris.core.wake_deflection.gauss.gaussvelocitydeflection attribute)": [[20, "floris.core.wake_deflection.gauss.GaussVelocityDeflection.ka", false]], "ka (floris.core.wake_velocity.gauss.gaussvelocitydeficit attribute)": [[30, "floris.core.wake_velocity.gauss.GaussVelocityDeficit.ka", false]], "kb (floris.core.wake_deflection.gauss.gaussvelocitydeflection attribute)": [[20, "floris.core.wake_deflection.gauss.GaussVelocityDeflection.kb", false]], "kb (floris.core.wake_velocity.gauss.gaussvelocitydeficit attribute)": [[30, "floris.core.wake_velocity.gauss.GaussVelocityDeficit.kb", false]], "kd (floris.core.wake_deflection.jimenez.jimenezvelocitydeflection attribute)": [[21, "floris.core.wake_deflection.jimenez.JimenezVelocityDeflection.kd", false]], "label_line() (in module floris.layout_visualization)": [[38, "floris.layout_visualization.label_line", false]], "layout (floris.flow_visualization.velocityprofilesfigure attribute)": [[37, "floris.flow_visualization.VelocityProfilesFigure.layout", false]], "layout_validator() (floris.flow_visualization.velocityprofilesfigure method)": [[37, "floris.flow_visualization.VelocityProfilesFigure.layout_validator", false]], "layout_x (floris.core.farm.farm attribute)": [[5, "floris.core.farm.Farm.layout_x", false]], "layout_x (floris.floris_model.florismodel property)": [[36, "floris.floris_model.FlorisModel.layout_x", false]], "layout_x (floris.parallel_floris_model.parallelflorismodel property)": [[57, "floris.parallel_floris_model.ParallelFlorisModel.layout_x", false]], "layout_x (floris.uncertain_floris_model.uncertainflorismodel property)": [[62, "floris.uncertain_floris_model.UncertainFlorisModel.layout_x", false]], "layout_y (floris.core.farm.farm attribute)": [[5, "floris.core.farm.Farm.layout_y", false]], "layout_y (floris.floris_model.florismodel property)": [[36, "floris.floris_model.FlorisModel.layout_y", false]], "layout_y (floris.parallel_floris_model.parallelflorismodel property)": [[57, "floris.parallel_floris_model.ParallelFlorisModel.layout_y", false]], "layout_y (floris.uncertain_floris_model.uncertainflorismodel property)": [[62, "floris.uncertain_floris_model.UncertainFlorisModel.layout_y", false]], "layoutoptimization (class in floris.optimization.layout_optimization.layout_optimization_base)": [[42, "floris.optimization.layout_optimization.layout_optimization_base.LayoutOptimization", false]], "layoutoptimizationboundarygrid (class in floris.optimization.layout_optimization.layout_optimization_boundary_grid)": [[43, "floris.optimization.layout_optimization.layout_optimization_boundary_grid.LayoutOptimizationBoundaryGrid", false]], "layoutoptimizationgridded (class in floris.optimization.layout_optimization.layout_optimization_gridded)": [[44, "floris.optimization.layout_optimization.layout_optimization_gridded.LayoutOptimizationGridded", false]], "layoutoptimizationpyoptsparse (class in floris.optimization.layout_optimization.layout_optimization_pyoptsparse)": [[45, "floris.optimization.layout_optimization.layout_optimization_pyoptsparse.LayoutOptimizationPyOptSparse", false]], "layoutoptimizationpyoptsparse (class in floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread)": [[46, "floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.LayoutOptimizationPyOptSparse", false]], "layoutoptimizationrandomsearch (class in floris.optimization.layout_optimization.layout_optimization_random_search)": [[47, "floris.optimization.layout_optimization.layout_optimization_random_search.LayoutOptimizationRandomSearch", false]], "layoutoptimizationscipy (class in floris.optimization.layout_optimization.layout_optimization_scipy)": [[48, "floris.optimization.layout_optimization.layout_optimization_scipy.LayoutOptimizationScipy", false]], "line_contour_cut_plane() (in module floris.flow_visualization)": [[37, "floris.flow_visualization.line_contour_cut_plane", false]], "list_depth() (in module floris.optimization.layout_optimization.layout_optimization_base)": [[42, "floris.optimization.layout_optimization.layout_optimization_base.list_depth", false]], "load_external_library() (floris.turbine_library.turbine_previewer.turbinelibrary method)": [[59, "floris.turbine_library.turbine_previewer.TurbineLibrary.load_external_library", false]], "load_internal_library() (floris.turbine_library.turbine_previewer.turbinelibrary method)": [[59, "floris.turbine_library.turbine_previewer.TurbineLibrary.load_internal_library", false]], "load_yaml() (in module floris.utilities)": [[63, "floris.utilities.load_yaml", false]], "loader (class in floris.utilities)": [[63, "floris.utilities.Loader", false]], "logger (floris.core.base.baseclass property)": [[3, "floris.core.base.BaseClass.logger", false]], "logger (floris.logging_manager.loggingmanager property)": [[39, "floris.logging_manager.LoggingManager.logger", false]], "logging (floris.core.core.core attribute)": [[4, "floris.core.core.Core.logging", false]], "loggingmanager (class in floris.logging_manager)": [[39, "floris.logging_manager.LoggingManager", false]], "make_wind_directions_adjacent() (in module floris.utilities)": [[63, "floris.utilities.make_wind_directions_adjacent", false]], "map_turbine_powers_uncertain() (in module floris.uncertain_floris_model)": [[62, "floris.uncertain_floris_model.map_turbine_powers_uncertain", false]], "mask_upstream_wake() (in module floris.core.wake_velocity.gauss)": [[30, "floris.core.wake_velocity.gauss.mask_upstream_wake", false]], "match_profile_to_axes() (floris.flow_visualization.velocityprofilesfigure method)": [[37, "floris.flow_visualization.VelocityProfilesFigure.match_profile_to_axes", false]], "max (class in floris.core.wake_combination.max)": [[16, "floris.core.wake_combination.max.MAX", false]], "mean_distance() (floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.layoutoptimizationpyoptsparse method)": [[46, "floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.LayoutOptimizationPyOptSparse.mean_distance", false]], "merge_floris_models() (floris.floris_model.florismodel static method)": [[36, "floris.floris_model.FlorisModel.merge_floris_models", false]], "mixedoperationturbine (class in floris.core.turbine.operation_models)": [[11, "floris.core.turbine.operation_models.MixedOperationTurbine", false]], "mixing_gain_deflection (floris.core.wake_deflection.empirical_gauss.empiricalgaussvelocitydeflection attribute)": [[19, "floris.core.wake_deflection.empirical_gauss.EmpiricalGaussVelocityDeflection.mixing_gain_deflection", false]], "mixing_gain_velocity (floris.core.wake_velocity.empirical_gauss.empiricalgaussvelocitydeficit attribute)": [[29, "floris.core.wake_velocity.empirical_gauss.EmpiricalGaussVelocityDeficit.mixing_gain_velocity", false]], "model_strings (floris.core.wake.wakemodelmanager attribute)": [[13, "floris.core.wake.WakeModelManager.model_strings", false]], "module": [[0, "module-floris.convert_floris_input_v3_to_v4", false], [1, "module-floris.convert_turbine_v3_to_v4", false], [2, "module-floris.core", false], [3, "module-floris.core.base", false], [4, "module-floris.core.core", false], [5, "module-floris.core.farm", false], [6, "module-floris.core.flow_field", false], [7, "module-floris.core.grid", false], [8, "module-floris.core.rotor_velocity", false], [9, "module-floris.core.solver", false], [10, "module-floris.core.turbine", false], [11, "module-floris.core.turbine.operation_models", false], [12, "module-floris.core.turbine.turbine", false], [13, "module-floris.core.wake", false], [14, "module-floris.core.wake_combination", false], [15, "module-floris.core.wake_combination.fls", false], [16, "module-floris.core.wake_combination.max", false], [17, "module-floris.core.wake_combination.sosfs", false], [18, "module-floris.core.wake_deflection", false], [19, "module-floris.core.wake_deflection.empirical_gauss", false], [20, "module-floris.core.wake_deflection.gauss", false], [21, "module-floris.core.wake_deflection.jimenez", false], [22, "module-floris.core.wake_deflection.none", false], [23, "module-floris.core.wake_turbulence", false], [24, "module-floris.core.wake_turbulence.crespo_hernandez", false], [25, "module-floris.core.wake_turbulence.none", false], [26, "module-floris.core.wake_turbulence.wake_induced_mixing", false], [27, "module-floris.core.wake_velocity", false], [28, "module-floris.core.wake_velocity.cumulative_gauss_curl", false], [29, "module-floris.core.wake_velocity.empirical_gauss", false], [30, "module-floris.core.wake_velocity.gauss", false], [31, "module-floris.core.wake_velocity.jensen", false], [32, "module-floris.core.wake_velocity.none", false], [33, "module-floris.core.wake_velocity.turbopark", false], [34, "module-floris.core.wake_velocity.turboparkgauss", false], [35, "module-floris.cut_plane", false], [36, "module-floris.floris_model", false], [37, "module-floris.flow_visualization", false], [38, "module-floris.layout_visualization", false], [39, "module-floris.logging_manager", false], [40, "module-floris.optimization", false], [41, "module-floris.optimization.layout_optimization", false], [42, "module-floris.optimization.layout_optimization.layout_optimization_base", false], [43, "module-floris.optimization.layout_optimization.layout_optimization_boundary_grid", false], [44, "module-floris.optimization.layout_optimization.layout_optimization_gridded", false], [45, "module-floris.optimization.layout_optimization.layout_optimization_pyoptsparse", false], [46, "module-floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread", false], [47, "module-floris.optimization.layout_optimization.layout_optimization_random_search", false], [48, "module-floris.optimization.layout_optimization.layout_optimization_scipy", false], [49, "module-floris.optimization.other", false], [50, "module-floris.optimization.other.boundary_grid", false], [51, "module-floris.optimization.yaw_optimization", false], [52, "module-floris.optimization.yaw_optimization.yaw_optimization_base", false], [53, "module-floris.optimization.yaw_optimization.yaw_optimization_tools", false], [54, "module-floris.optimization.yaw_optimization.yaw_optimizer_geometric", false], [55, "module-floris.optimization.yaw_optimization.yaw_optimizer_scipy", false], [56, "module-floris.optimization.yaw_optimization.yaw_optimizer_sr", false], [57, "module-floris.parallel_floris_model", false], [58, "module-floris.turbine_library", false], [59, "module-floris.turbine_library.turbine_previewer", false], [60, "module-floris.turbine_library.turbine_utilities", false], [61, "module-floris.type_dec", false], [62, "module-floris.uncertain_floris_model", false], [63, "module-floris.utilities", false], [64, "module-floris.wind_data", false]], "multi_dimensional_cp_ct (floris.core.turbine.turbine.turbine attribute)": [[12, "floris.core.turbine.turbine.Turbine.multi_dimensional_cp_ct", false]], "multidim_conditions (floris.core.flow_field.flowfield attribute)": [[6, "floris.core.flow_field.FlowField.multidim_conditions", false]], "n_cols (floris.flow_visualization.velocityprofilesfigure attribute)": [[37, "floris.flow_visualization.VelocityProfilesFigure.n_cols", false]], "n_findex (floris.core.flow_field.flowfield attribute)": [[6, "floris.core.flow_field.FlowField.n_findex", false]], "n_findex (floris.core.grid.grid attribute)": [[7, "floris.core.grid.Grid.n_findex", false]], "n_findex (floris.floris_model.florismodel property)": [[36, "floris.floris_model.FlorisModel.n_findex", false]], "n_findex (floris.parallel_floris_model.parallelflorismodel property)": [[57, "floris.parallel_floris_model.ParallelFlorisModel.n_findex", false]], "n_findex (floris.uncertain_floris_model.uncertainflorismodel property)": [[62, "floris.uncertain_floris_model.UncertainFlorisModel.n_findex", false]], "n_rows (floris.flow_visualization.velocityprofilesfigure attribute)": [[37, "floris.flow_visualization.VelocityProfilesFigure.n_rows", false]], "n_turbines (floris.core.farm.farm property)": [[5, "floris.core.farm.Farm.n_turbines", false]], "n_turbines (floris.core.grid.grid attribute)": [[7, "floris.core.grid.Grid.n_turbines", false]], "n_turbines (floris.floris_model.florismodel property)": [[36, "floris.floris_model.FlorisModel.n_turbines", false]], "n_turbines (floris.parallel_floris_model.parallelflorismodel property)": [[57, "floris.parallel_floris_model.ParallelFlorisModel.n_turbines", false]], "n_turbines (floris.uncertain_floris_model.uncertainflorismodel property)": [[62, "floris.uncertain_floris_model.UncertainFlorisModel.n_turbines", false]], "name (floris.core.core.core attribute)": [[4, "floris.core.core.Core.name", false]], "nested_get() (in module floris.utilities)": [[63, "floris.utilities.nested_get", false]], "nested_set() (in module floris.utilities)": [[63, "floris.utilities.nested_set", false]], "nonevelocitydeficit (class in floris.core.wake_velocity.none)": [[32, "floris.core.wake_velocity.none.NoneVelocityDeficit", false]], "nonevelocitydeflection (class in floris.core.wake_deflection.none)": [[22, "floris.core.wake_deflection.none.NoneVelocityDeflection", false]], "nonewaketurbulence (class in floris.core.wake_turbulence.none)": [[25, "floris.core.wake_turbulence.none.NoneWakeTurbulence", false]], "normal_vector (floris.core.grid.flowfieldplanargrid attribute)": [[7, "floris.core.grid.FlowFieldPlanarGrid.normal_vector", false]], "nturbs (floris.optimization.layout_optimization.layout_optimization_base.layoutoptimization property)": [[42, "floris.optimization.layout_optimization.layout_optimization_base.LayoutOptimization.nturbs", false]], "nudge_outward() (in module floris.cut_plane)": [[35, "floris.cut_plane.nudge_outward", false]], "num_eps (floris.core.base.basemodel attribute)": [[3, "floris.core.base.BaseModel.NUM_EPS", false]], "operation_model (floris.core.turbine.turbine.turbine attribute)": [[12, "floris.core.turbine.turbine.Turbine.operation_model", false]], "optimize() (floris.optimization.layout_optimization.layout_optimization_base.layoutoptimization method)": [[42, "floris.optimization.layout_optimization.layout_optimization_base.LayoutOptimization.optimize", false]], "optimize() (floris.optimization.layout_optimization.layout_optimization_gridded.layoutoptimizationgridded method)": [[44, "floris.optimization.layout_optimization.layout_optimization_gridded.LayoutOptimizationGridded.optimize", false]], "optimize() (floris.optimization.layout_optimization.layout_optimization_random_search.layoutoptimizationrandomsearch method)": [[47, "floris.optimization.layout_optimization.layout_optimization_random_search.LayoutOptimizationRandomSearch.optimize", false]], "optimize() (floris.optimization.layout_optimization.layout_optimization_scipy.layoutoptimizationscipy method)": [[48, "floris.optimization.layout_optimization.layout_optimization_scipy.LayoutOptimizationScipy.optimize", false]], "optimize() (floris.optimization.yaw_optimization.yaw_optimizer_geometric.yawoptimizationgeometric method)": [[54, "floris.optimization.yaw_optimization.yaw_optimizer_geometric.YawOptimizationGeometric.optimize", false]], "optimize() (floris.optimization.yaw_optimization.yaw_optimizer_scipy.yawoptimizationscipy method)": [[55, "floris.optimization.yaw_optimization.yaw_optimizer_scipy.YawOptimizationScipy.optimize", false]], "optimize() (floris.optimization.yaw_optimization.yaw_optimizer_sr.yawoptimizationsr method)": [[56, "floris.optimization.yaw_optimization.yaw_optimizer_sr.YawOptimizationSR.optimize", false]], "optimize_yaw_angles() (floris.parallel_floris_model.parallelflorismodel method)": [[57, "floris.parallel_floris_model.ParallelFlorisModel.optimize_yaw_angles", false]], "overlap_gauss_interp (floris.core.wake_velocity.turbopark.turboparkvelocitydeficit attribute)": [[33, "floris.core.wake_velocity.turbopark.TurbOParkVelocityDeficit.overlap_gauss_interp", false]], "parallelflorismodel (class in floris.parallel_floris_model)": [[57, "floris.parallel_floris_model.ParallelFlorisModel", false]], "parse_opt_vars() (floris.optimization.layout_optimization.layout_optimization_pyoptsparse.layoutoptimizationpyoptsparse method)": [[45, "floris.optimization.layout_optimization.layout_optimization_pyoptsparse.LayoutOptimizationPyOptSparse.parse_opt_vars", false]], "parse_opt_vars() (floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.layoutoptimizationpyoptsparse method)": [[46, "floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.LayoutOptimizationPyOptSparse.parse_opt_vars", false]], "parse_sol_vars() (floris.optimization.layout_optimization.layout_optimization_pyoptsparse.layoutoptimizationpyoptsparse method)": [[45, "floris.optimization.layout_optimization.layout_optimization_pyoptsparse.LayoutOptimizationPyOptSparse.parse_sol_vars", false]], "parse_sol_vars() (floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.layoutoptimizationpyoptsparse method)": [[46, "floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.LayoutOptimizationPyOptSparse.parse_sol_vars", false]], "peakshavingturbine (class in floris.core.turbine.operation_models)": [[11, "floris.core.turbine.operation_models.PeakShavingTurbine", false]], "place_boundary_turbines() (in module floris.optimization.other.boundary_grid)": [[50, "floris.optimization.other.boundary_grid.place_boundary_turbines", false]], "planar_coordinate (floris.core.grid.flowfieldplanargrid attribute)": [[7, "floris.core.grid.FlowFieldPlanarGrid.planar_coordinate", false]], "plot() (floris.wind_data.windrose method)": [[64, "floris.wind_data.WindRose.plot", false]], "plot() (floris.wind_data.windtirose method)": [[64, "floris.wind_data.WindTIRose.plot", false]], "plot_comparison() (floris.turbine_library.turbine_previewer.turbinelibrary method)": [[59, "floris.turbine_library.turbine_previewer.TurbineLibrary.plot_comparison", false]], "plot_distance_pmf() (floris.optimization.layout_optimization.layout_optimization_random_search.layoutoptimizationrandomsearch method)": [[47, "floris.optimization.layout_optimization.layout_optimization_random_search.LayoutOptimizationRandomSearch.plot_distance_pmf", false]], "plot_farm_terrain() (in module floris.layout_visualization)": [[38, "floris.layout_visualization.plot_farm_terrain", false]], "plot_hub_heights() (floris.turbine_library.turbine_previewer.turbinelibrary method)": [[59, "floris.turbine_library.turbine_previewer.TurbineLibrary.plot_hub_heights", false]], "plot_layout() (floris.optimization.layout_optimization.layout_optimization_boundary_grid.layoutoptimizationboundarygrid method)": [[43, "floris.optimization.layout_optimization.layout_optimization_boundary_grid.LayoutOptimizationBoundaryGrid.plot_layout", false]], "plot_layout_opt_boundary() (floris.optimization.layout_optimization.layout_optimization_base.layoutoptimization method)": [[42, "floris.optimization.layout_optimization.layout_optimization_base.LayoutOptimization.plot_layout_opt_boundary", false]], "plot_layout_opt_results() (floris.optimization.layout_optimization.layout_optimization_base.layoutoptimization method)": [[42, "floris.optimization.layout_optimization.layout_optimization_base.LayoutOptimization.plot_layout_opt_results", false]], "plot_layout_opt_results() (floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.layoutoptimizationpyoptsparse method)": [[46, "floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.LayoutOptimizationPyOptSparse.plot_layout_opt_results", false]], "plot_power_curve() (floris.turbine_library.turbine_previewer.turbineinterface method)": [[59, "floris.turbine_library.turbine_previewer.TurbineInterface.plot_power_curve", false]], "plot_power_curves() (floris.turbine_library.turbine_previewer.turbinelibrary method)": [[59, "floris.turbine_library.turbine_previewer.TurbineLibrary.plot_power_curves", false]], "plot_progress() (floris.optimization.layout_optimization.layout_optimization_base.layoutoptimization method)": [[42, "floris.optimization.layout_optimization.layout_optimization_base.LayoutOptimization.plot_progress", false]], "plot_rotor_diameters() (floris.turbine_library.turbine_previewer.turbinelibrary method)": [[59, "floris.turbine_library.turbine_previewer.TurbineLibrary.plot_rotor_diameters", false]], "plot_rotor_values() (in module floris.flow_visualization)": [[37, "floris.flow_visualization.plot_rotor_values", false]], "plot_thrust_coefficient_curve() (floris.turbine_library.turbine_previewer.turbineinterface method)": [[59, "floris.turbine_library.turbine_previewer.TurbineInterface.plot_thrust_coefficient_curve", false]], "plot_thrust_coefficient_curves() (floris.turbine_library.turbine_previewer.turbinelibrary method)": [[59, "floris.turbine_library.turbine_previewer.TurbineLibrary.plot_thrust_coefficient_curves", false]], "plot_ti_over_ws() (floris.wind_data.windrose method)": [[64, "floris.wind_data.WindRose.plot_ti_over_ws", false]], "plot_ti_over_ws() (floris.wind_data.windtirose method)": [[64, "floris.wind_data.WindTIRose.plot_ti_over_ws", false]], "plot_turbine_labels() (in module floris.layout_visualization)": [[38, "floris.layout_visualization.plot_turbine_labels", false]], "plot_turbine_points() (in module floris.layout_visualization)": [[38, "floris.layout_visualization.plot_turbine_points", false]], "plot_turbine_rotors() (in module floris.layout_visualization)": [[38, "floris.layout_visualization.plot_turbine_rotors", false]], "plot_value_over_ws() (floris.wind_data.windrose method)": [[64, "floris.wind_data.WindRose.plot_value_over_ws", false]], "plot_value_over_ws() (floris.wind_data.windtirose method)": [[64, "floris.wind_data.WindTIRose.plot_value_over_ws", false]], "plot_waking_directions() (in module floris.layout_visualization)": [[38, "floris.layout_visualization.plot_waking_directions", false]], "plot_wind_roses() (floris.wind_data.windrosewrg method)": [[64, "floris.wind_data.WindRoseWRG.plot_wind_roses", false]], "points_x (floris.core.grid.pointsgrid attribute)": [[7, "floris.core.grid.PointsGrid.points_x", false]], "points_y (floris.core.grid.pointsgrid attribute)": [[7, "floris.core.grid.PointsGrid.points_y", false]], "points_z (floris.core.grid.pointsgrid attribute)": [[7, "floris.core.grid.PointsGrid.points_z", false]], "pointsgrid (class in floris.core.grid)": [[7, "floris.core.grid.PointsGrid", false]], "power() (floris.core.turbine.operation_models.awcturbine method)": [[11, "floris.core.turbine.operation_models.AWCTurbine.power", false]], "power() (floris.core.turbine.operation_models.baseoperationmodel static method)": [[11, "floris.core.turbine.operation_models.BaseOperationModel.power", false]], "power() (floris.core.turbine.operation_models.cosinelossturbine method)": [[11, "floris.core.turbine.operation_models.CosineLossTurbine.power", false]], "power() (floris.core.turbine.operation_models.mixedoperationturbine method)": [[11, "floris.core.turbine.operation_models.MixedOperationTurbine.power", false]], "power() (floris.core.turbine.operation_models.peakshavingturbine method)": [[11, "floris.core.turbine.operation_models.PeakShavingTurbine.power", false]], "power() (floris.core.turbine.operation_models.simplederatingturbine method)": [[11, "floris.core.turbine.operation_models.SimpleDeratingTurbine.power", false]], "power() (floris.core.turbine.operation_models.simpleturbine method)": [[11, "floris.core.turbine.operation_models.SimpleTurbine.power", false]], "power() (in module floris.core.turbine.turbine)": [[12, "floris.core.turbine.turbine.power", false]], "power_curve() (floris.turbine_library.turbine_previewer.turbineinterface method)": [[59, "floris.turbine_library.turbine_previewer.TurbineInterface.power_curve", false]], "power_curves (floris.turbine_library.turbine_previewer.turbinelibrary attribute)": [[59, "floris.turbine_library.turbine_previewer.TurbineLibrary.power_curves", false]], "power_function (floris.core.turbine.turbine.turbine attribute)": [[12, "floris.core.turbine.turbine.Turbine.power_function", false]], "power_setpoints (floris.core.farm.farm attribute)": [[5, "floris.core.farm.Farm.power_setpoints", false]], "power_setpoints_sorted (floris.core.farm.farm attribute)": [[5, "floris.core.farm.Farm.power_setpoints_sorted", false]], "power_thrust_data_file (floris.core.turbine.turbine.turbine attribute)": [[12, "floris.core.turbine.turbine.Turbine.power_thrust_data_file", false]], "power_thrust_table (floris.core.turbine.turbine.turbine attribute)": [[12, "floris.core.turbine.turbine.Turbine.power_thrust_table", false]], "precalculate_overlap() (in module floris.core.wake_velocity.turbopark)": [[33, "floris.core.wake_velocity.turbopark.precalculate_overlap", false]], "prepare_function() (floris.core.base.basemodel method)": [[3, "floris.core.base.BaseModel.prepare_function", false]], "prepare_function() (floris.core.wake_combination.fls.fls method)": [[15, "floris.core.wake_combination.fls.FLS.prepare_function", false]], "prepare_function() (floris.core.wake_combination.max.max method)": [[16, "floris.core.wake_combination.max.MAX.prepare_function", false]], "prepare_function() (floris.core.wake_combination.sosfs.sosfs method)": [[17, "floris.core.wake_combination.sosfs.SOSFS.prepare_function", false]], "prepare_function() (floris.core.wake_deflection.empirical_gauss.empiricalgaussvelocitydeflection method)": [[19, "floris.core.wake_deflection.empirical_gauss.EmpiricalGaussVelocityDeflection.prepare_function", false]], "prepare_function() (floris.core.wake_deflection.gauss.gaussvelocitydeflection method)": [[20, "floris.core.wake_deflection.gauss.GaussVelocityDeflection.prepare_function", false]], "prepare_function() (floris.core.wake_deflection.jimenez.jimenezvelocitydeflection method)": [[21, "floris.core.wake_deflection.jimenez.JimenezVelocityDeflection.prepare_function", false]], "prepare_function() (floris.core.wake_deflection.none.nonevelocitydeflection method)": [[22, "floris.core.wake_deflection.none.NoneVelocityDeflection.prepare_function", false]], "prepare_function() (floris.core.wake_turbulence.crespo_hernandez.crespohernandez method)": [[24, "floris.core.wake_turbulence.crespo_hernandez.CrespoHernandez.prepare_function", false]], "prepare_function() (floris.core.wake_turbulence.none.nonewaketurbulence method)": [[25, "floris.core.wake_turbulence.none.NoneWakeTurbulence.prepare_function", false]], "prepare_function() (floris.core.wake_turbulence.wake_induced_mixing.wakeinducedmixing method)": [[26, "floris.core.wake_turbulence.wake_induced_mixing.WakeInducedMixing.prepare_function", false]], "prepare_function() (floris.core.wake_velocity.cumulative_gauss_curl.cumulativegausscurlvelocitydeficit method)": [[28, "floris.core.wake_velocity.cumulative_gauss_curl.CumulativeGaussCurlVelocityDeficit.prepare_function", false]], "prepare_function() (floris.core.wake_velocity.empirical_gauss.empiricalgaussvelocitydeficit method)": [[29, "floris.core.wake_velocity.empirical_gauss.EmpiricalGaussVelocityDeficit.prepare_function", false]], "prepare_function() (floris.core.wake_velocity.gauss.gaussvelocitydeficit method)": [[30, "floris.core.wake_velocity.gauss.GaussVelocityDeficit.prepare_function", false]], "prepare_function() (floris.core.wake_velocity.jensen.jensenvelocitydeficit method)": [[31, "floris.core.wake_velocity.jensen.JensenVelocityDeficit.prepare_function", false]], "prepare_function() (floris.core.wake_velocity.none.nonevelocitydeficit method)": [[32, "floris.core.wake_velocity.none.NoneVelocityDeficit.prepare_function", false]], "prepare_function() (floris.core.wake_velocity.turbopark.turboparkvelocitydeficit method)": [[33, "floris.core.wake_velocity.turbopark.TurbOParkVelocityDeficit.prepare_function", false]], "prepare_function() (floris.core.wake_velocity.turboparkgauss.turboparkgaussvelocitydeficit method)": [[34, "floris.core.wake_velocity.turboparkgauss.TurboparkgaussVelocityDeficit.prepare_function", false]], "print_dict() (floris.floris_model.florismodel method)": [[36, "floris.floris_model.FlorisModel.print_dict", false]], "print_nested_dict() (in module floris.utilities)": [[63, "floris.utilities.print_nested_dict", false]], "project_onto() (in module floris.cut_plane)": [[35, "floris.cut_plane.project_onto", false]], "pshape() (in module floris.utilities)": [[63, "floris.utilities.pshape", false]], "rc() (in module floris.core.wake_velocity.gauss)": [[30, "floris.core.wake_velocity.gauss.rC", false]], "rcalt() (in module floris.core.wake_velocity.empirical_gauss)": [[29, "floris.core.wake_velocity.empirical_gauss.rCalt", false]], "read_csv_long() (floris.wind_data.windrose static method)": [[64, "floris.wind_data.WindRose.read_csv_long", false]], "read_csv_long() (floris.wind_data.windtirose static method)": [[64, "floris.wind_data.WindTIRose.read_csv_long", false]], "read_wrg_file() (floris.wind_data.windrosewrg method)": [[64, "floris.wind_data.WindRoseWRG.read_wrg_file", false]], "ref_tilts (floris.core.farm.farm attribute)": [[5, "floris.core.farm.Farm.ref_tilts", false]], "ref_tilts_sorted (floris.core.farm.farm attribute)": [[5, "floris.core.farm.Farm.ref_tilts_sorted", false]], "reference_wind_height (floris.core.flow_field.flowfield attribute)": [[6, "floris.core.flow_field.FlowField.reference_wind_height", false]], "reinitialize() (floris.floris_model.florismodel method)": [[36, "floris.floris_model.FlorisModel.reinitialize", false]], "reinitialize_bg() (floris.optimization.layout_optimization.layout_optimization_boundary_grid.layoutoptimizationboundarygrid method)": [[43, "floris.optimization.layout_optimization.layout_optimization_boundary_grid.LayoutOptimizationBoundaryGrid.reinitialize_bg", false]], "reinitialize_bg() (floris.optimization.other.boundary_grid.boundarygrid method)": [[50, "floris.optimization.other.boundary_grid.BoundaryGrid.reinitialize_bg", false]], "reinitialize_xy() (floris.optimization.layout_optimization.layout_optimization_boundary_grid.layoutoptimizationboundarygrid method)": [[43, "floris.optimization.layout_optimization.layout_optimization_boundary_grid.LayoutOptimizationBoundaryGrid.reinitialize_xy", false]], "reinitialize_xy() (floris.optimization.other.boundary_grid.boundarygrid method)": [[50, "floris.optimization.other.boundary_grid.BoundaryGrid.reinitialize_xy", false]], "resample_by_interpolation() (floris.wind_data.windrose method)": [[64, "floris.wind_data.WindRose.resample_by_interpolation", false]], "resample_by_interpolation() (floris.wind_data.windtirose method)": [[64, "floris.wind_data.WindTIRose.resample_by_interpolation", false]], "rescale_axis() (in module floris.cut_plane)": [[35, "floris.cut_plane.rescale_axis", false]], "reset_operation() (floris.floris_model.florismodel method)": [[36, "floris.floris_model.FlorisModel.reset_operation", false]], "reset_operation() (floris.uncertain_floris_model.uncertainflorismodel method)": [[62, "floris.uncertain_floris_model.UncertainFlorisModel.reset_operation", false]], "reset_rotor_area() (floris.core.turbine.turbine.turbine method)": [[12, "floris.core.turbine.turbine.Turbine.reset_rotor_area", false]], "reset_rotor_diameter_dependencies() (floris.core.turbine.turbine.turbine method)": [[12, "floris.core.turbine.turbine.Turbine.reset_rotor_diameter_dependencies", false]], "reset_rotor_radius() (floris.core.turbine.turbine.turbine method)": [[12, "floris.core.turbine.turbine.Turbine.reset_rotor_radius", false]], "reverse_cut_plane_x_axis_in_plot() (in module floris.flow_visualization)": [[37, "floris.flow_visualization.reverse_cut_plane_x_axis_in_plot", false]], "reverse_rotate_coordinates_rel_west() (in module floris.utilities)": [[63, "floris.utilities.reverse_rotate_coordinates_rel_west", false]], "rotate_coordinates_rel_west() (in module floris.utilities)": [[63, "floris.utilities.rotate_coordinates_rel_west", false]], "rotor_area (floris.core.turbine.turbine.turbine attribute)": [[12, "floris.core.turbine.turbine.Turbine.rotor_area", false]], "rotor_diameter (floris.core.turbine.turbine.turbine attribute)": [[12, "floris.core.turbine.turbine.Turbine.rotor_diameter", false]], "rotor_diameter (floris.optimization.layout_optimization.layout_optimization_base.layoutoptimization property)": [[42, "floris.optimization.layout_optimization.layout_optimization_base.LayoutOptimization.rotor_diameter", false]], "rotor_diameters (floris.core.farm.farm attribute)": [[5, "floris.core.farm.Farm.rotor_diameters", false]], "rotor_diameters_sorted (floris.core.farm.farm attribute)": [[5, "floris.core.farm.Farm.rotor_diameters_sorted", false]], "rotor_effective_velocity() (in module floris.core.rotor_velocity)": [[8, "floris.core.rotor_velocity.rotor_effective_velocity", false]], "rotor_radius (floris.core.turbine.turbine.turbine attribute)": [[12, "floris.core.turbine.turbine.Turbine.rotor_radius", false]], "rotor_velocity_air_density_correction() (in module floris.core.rotor_velocity)": [[8, "floris.core.rotor_velocity.rotor_velocity_air_density_correction", false]], "rotor_velocity_tilt_cosine_correction() (in module floris.core.rotor_velocity)": [[8, "floris.core.rotor_velocity.rotor_velocity_tilt_cosine_correction", false]], "rotor_velocity_yaw_cosine_correction() (in module floris.core.rotor_velocity)": [[8, "floris.core.rotor_velocity.rotor_velocity_yaw_cosine_correction", false]], "round_nearest() (in module floris.utilities)": [[63, "floris.utilities.round_nearest", false]], "round_nearest_2_or_5() (in module floris.utilities)": [[63, "floris.utilities.round_nearest_2_or_5", false]], "run() (floris.floris_model.florismodel method)": [[36, "floris.floris_model.FlorisModel.run", false]], "run() (floris.parallel_floris_model.parallelflorismodel method)": [[57, "floris.parallel_floris_model.ParallelFlorisModel.run", false]], "run() (floris.uncertain_floris_model.uncertainflorismodel method)": [[62, "floris.uncertain_floris_model.UncertainFlorisModel.run", false]], "run_no_wake() (floris.floris_model.florismodel method)": [[36, "floris.floris_model.FlorisModel.run_no_wake", false]], "run_no_wake() (floris.uncertain_floris_model.uncertainflorismodel method)": [[62, "floris.uncertain_floris_model.UncertainFlorisModel.run_no_wake", false]], "sample_flow_at_points() (floris.floris_model.florismodel method)": [[36, "floris.floris_model.FlorisModel.sample_flow_at_points", false]], "sample_velocity_deficit_profiles() (floris.floris_model.florismodel method)": [[36, "floris.floris_model.FlorisModel.sample_velocity_deficit_profiles", false]], "select_multidim_condition() (in module floris.core.turbine.turbine)": [[12, "floris.core.turbine.turbine.select_multidim_condition", false]], "sequential_solver() (in module floris.core.solver)": [[9, "floris.core.solver.sequential_solver", false]], "set() (floris.floris_model.florismodel method)": [[36, "floris.floris_model.FlorisModel.set", false]], "set() (floris.parallel_floris_model.parallelflorismodel method)": [[57, "floris.parallel_floris_model.ParallelFlorisModel.set", false]], "set() (floris.uncertain_floris_model.uncertainflorismodel method)": [[62, "floris.uncertain_floris_model.UncertainFlorisModel.set", false]], "set_awc_amplitudes() (floris.core.farm.farm method)": [[5, "floris.core.farm.Farm.set_awc_amplitudes", false]], "set_awc_amplitudes_to_ref_amp() (floris.core.farm.farm method)": [[5, "floris.core.farm.Farm.set_awc_amplitudes_to_ref_amp", false]], "set_awc_frequencies() (floris.core.farm.farm method)": [[5, "floris.core.farm.Farm.set_awc_frequencies", false]], "set_awc_frequencies_to_ref_freq() (floris.core.farm.farm method)": [[5, "floris.core.farm.Farm.set_awc_frequencies_to_ref_freq", false]], "set_awc_modes() (floris.core.farm.farm method)": [[5, "floris.core.farm.Farm.set_awc_modes", false]], "set_awc_modes_to_ref_mode() (floris.core.farm.farm method)": [[5, "floris.core.farm.Farm.set_awc_modes_to_ref_mode", false]], "set_for_viz() (floris.floris_model.florismodel method)": [[36, "floris.floris_model.FlorisModel.set_for_viz", false]], "set_grid() (floris.core.grid.flowfieldgrid method)": [[7, "floris.core.grid.FlowFieldGrid.set_grid", false]], "set_grid() (floris.core.grid.flowfieldplanargrid method)": [[7, "floris.core.grid.FlowFieldPlanarGrid.set_grid", false]], "set_grid() (floris.core.grid.grid method)": [[7, "floris.core.grid.Grid.set_grid", false]], "set_grid() (floris.core.grid.pointsgrid method)": [[7, "floris.core.grid.PointsGrid.set_grid", false]], "set_grid() (floris.core.grid.turbinecubaturegrid method)": [[7, "floris.core.grid.TurbineCubatureGrid.set_grid", false]], "set_grid() (floris.core.grid.turbinegrid method)": [[7, "floris.core.grid.TurbineGrid.set_grid", false]], "set_layout() (floris.wind_data.winddatabase method)": [[64, "floris.wind_data.WindDataBase.set_layout", false]], "set_layout() (floris.wind_data.windrosewrg method)": [[64, "floris.wind_data.WindRoseWRG.set_layout", false]], "set_operation() (floris.floris_model.florismodel method)": [[36, "floris.floris_model.FlorisModel.set_operation", false]], "set_operation_model() (floris.floris_model.florismodel method)": [[36, "floris.floris_model.FlorisModel.set_operation_model", false]], "set_operation_model() (floris.parallel_floris_model.parallelflorismodel method)": [[57, "floris.parallel_floris_model.ParallelFlorisModel.set_operation_model", false]], "set_origin() (in module floris.cut_plane)": [[35, "floris.cut_plane.set_origin", false]], "set_param() (floris.floris_model.florismodel method)": [[36, "floris.floris_model.FlorisModel.set_param", false]], "set_param() (floris.parallel_floris_model.parallelflorismodel method)": [[57, "floris.parallel_floris_model.ParallelFlorisModel.set_param", false]], "set_power_setpoints() (floris.core.farm.farm method)": [[5, "floris.core.farm.Farm.set_power_setpoints", false]], "set_power_setpoints_to_ref_power() (floris.core.farm.farm method)": [[5, "floris.core.farm.Farm.set_power_setpoints_to_ref_power", false]], "set_ti_table() (floris.wind_data.windrosewrg method)": [[64, "floris.wind_data.WindRoseWRG.set_ti_table", false]], "set_tilt_to_ref_tilt() (floris.core.farm.farm method)": [[5, "floris.core.farm.Farm.set_tilt_to_ref_tilt", false]], "set_wd_step() (floris.wind_data.windrosewrg method)": [[64, "floris.wind_data.WindRoseWRG.set_wd_step", false]], "set_wind_speeds() (floris.wind_data.windrosewrg method)": [[64, "floris.wind_data.WindRoseWRG.set_wind_speeds", false]], "set_xlim() (floris.flow_visualization.velocityprofilesfigure method)": [[37, "floris.flow_visualization.VelocityProfilesFigure.set_xlim", false]], "set_yaw_angles() (floris.core.farm.farm method)": [[5, "floris.core.farm.Farm.set_yaw_angles", false]], "set_yaw_angles_to_ref_yaw() (floris.core.farm.farm method)": [[5, "floris.core.farm.Farm.set_yaw_angles_to_ref_yaw", false]], "shade_region() (in module floris.layout_visualization)": [[38, "floris.layout_visualization.shade_region", false]], "show() (in module floris.flow_visualization)": [[37, "floris.flow_visualization.show", false]], "sigma_0_d (floris.core.wake_velocity.empirical_gauss.empiricalgaussvelocitydeficit attribute)": [[29, "floris.core.wake_velocity.empirical_gauss.EmpiricalGaussVelocityDeficit.sigma_0_D", false]], "sigma_max_rel (floris.core.wake_velocity.turbopark.turboparkvelocitydeficit attribute)": [[33, "floris.core.wake_velocity.turbopark.TurbOParkVelocityDeficit.sigma_max_rel", false]], "sigmoid_integral() (in module floris.core.wake_velocity.empirical_gauss)": [[29, "floris.core.wake_velocity.empirical_gauss.sigmoid_integral", false]], "simple_cubature() (in module floris.core.rotor_velocity)": [[8, "floris.core.rotor_velocity.simple_cubature", false]], "simple_mean() (in module floris.core.rotor_velocity)": [[8, "floris.core.rotor_velocity.simple_mean", false]], "simplederatingturbine (class in floris.core.turbine.operation_models)": [[11, "floris.core.turbine.operation_models.SimpleDeratingTurbine", false]], "simpleturbine (class in floris.core.turbine.operation_models)": [[11, "floris.core.turbine.operation_models.SimpleTurbine", false]], "sind() (in module floris.utilities)": [[63, "floris.utilities.sind", false]], "smoothing_length_d (floris.core.wake_velocity.empirical_gauss.empiricalgaussvelocitydeficit attribute)": [[29, "floris.core.wake_velocity.empirical_gauss.EmpiricalGaussVelocityDeficit.smoothing_length_D", false]], "solve_for_points() (floris.core.core.core method)": [[4, "floris.core.core.Core.solve_for_points", false]], "solve_for_velocity_deficit_profiles() (floris.core.core.core method)": [[4, "floris.core.core.Core.solve_for_velocity_deficit_profiles", false]], "solve_for_viz() (floris.core.core.core method)": [[4, "floris.core.core.Core.solve_for_viz", false]], "solver (floris.core.core.core attribute)": [[4, "floris.core.core.Core.solver", false]], "sorted_coord_indices (floris.core.grid.turbinecubaturegrid attribute)": [[7, "floris.core.grid.TurbineCubatureGrid.sorted_coord_indices", false]], "sorted_coord_indices (floris.core.grid.turbinegrid attribute)": [[7, "floris.core.grid.TurbineGrid.sorted_coord_indices", false]], "sorted_indices (floris.core.grid.flowfieldplanargrid attribute)": [[7, "floris.core.grid.FlowFieldPlanarGrid.sorted_indices", false]], "sorted_indices (floris.core.grid.turbinecubaturegrid attribute)": [[7, "floris.core.grid.TurbineCubatureGrid.sorted_indices", false]], "sorted_indices (floris.core.grid.turbinegrid attribute)": [[7, "floris.core.grid.TurbineGrid.sorted_indices", false]], "sosfs (class in floris.core.wake_combination.sosfs)": [[17, "floris.core.wake_combination.sosfs.SOSFS", false]], "space_constraint() (floris.optimization.layout_optimization.layout_optimization_boundary_grid.layoutoptimizationboundarygrid method)": [[43, "floris.optimization.layout_optimization.layout_optimization_boundary_grid.LayoutOptimizationBoundaryGrid.space_constraint", false]], "space_constraint() (floris.optimization.layout_optimization.layout_optimization_pyoptsparse.layoutoptimizationpyoptsparse method)": [[45, "floris.optimization.layout_optimization.layout_optimization_pyoptsparse.LayoutOptimizationPyOptSparse.space_constraint", false]], "space_constraint() (floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.layoutoptimizationpyoptsparse method)": [[46, "floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.LayoutOptimizationPyOptSparse.space_constraint", false]], "state (class in floris.core.base)": [[3, "floris.core.base.State", false]], "state (floris.core.base.baseclass attribute)": [[3, "floris.core.base.BaseClass.state", false]], "steady_state_atmospheric_condition() (floris.core.core.core method)": [[4, "floris.core.core.Core.steady_state_atmospheric_condition", false]], "tand() (in module floris.utilities)": [[63, "floris.utilities.tand", false]], "test_min_dist() (in module floris.optimization.layout_optimization.layout_optimization_random_search)": [[47, "floris.optimization.layout_optimization.layout_optimization_random_search.test_min_dist", false]], "test_point_in_bounds() (in module floris.optimization.layout_optimization.layout_optimization_random_search)": [[47, "floris.optimization.layout_optimization.layout_optimization_random_search.test_point_in_bounds", false]], "thrust_coefficient() (floris.core.turbine.operation_models.awcturbine method)": [[11, "floris.core.turbine.operation_models.AWCTurbine.thrust_coefficient", false]], "thrust_coefficient() (floris.core.turbine.operation_models.baseoperationmodel static method)": [[11, "floris.core.turbine.operation_models.BaseOperationModel.thrust_coefficient", false]], "thrust_coefficient() (floris.core.turbine.operation_models.cosinelossturbine method)": [[11, "floris.core.turbine.operation_models.CosineLossTurbine.thrust_coefficient", false]], "thrust_coefficient() (floris.core.turbine.operation_models.mixedoperationturbine method)": [[11, "floris.core.turbine.operation_models.MixedOperationTurbine.thrust_coefficient", false]], "thrust_coefficient() (floris.core.turbine.operation_models.peakshavingturbine method)": [[11, "floris.core.turbine.operation_models.PeakShavingTurbine.thrust_coefficient", false]], "thrust_coefficient() (floris.core.turbine.operation_models.simplederatingturbine method)": [[11, "floris.core.turbine.operation_models.SimpleDeratingTurbine.thrust_coefficient", false]], "thrust_coefficient() (floris.core.turbine.operation_models.simpleturbine method)": [[11, "floris.core.turbine.operation_models.SimpleTurbine.thrust_coefficient", false]], "thrust_coefficient() (in module floris.core.turbine.turbine)": [[12, "floris.core.turbine.turbine.thrust_coefficient", false]], "thrust_coefficient_curve() (floris.turbine_library.turbine_previewer.turbineinterface method)": [[59, "floris.turbine_library.turbine_previewer.TurbineInterface.thrust_coefficient_curve", false]], "thrust_coefficient_curves (floris.turbine_library.turbine_previewer.turbinelibrary attribute)": [[59, "floris.turbine_library.turbine_previewer.TurbineLibrary.thrust_coefficient_curves", false]], "thrust_coefficient_function (floris.core.turbine.turbine.turbine attribute)": [[12, "floris.core.turbine.turbine.Turbine.thrust_coefficient_function", false]], "tilt_angles (floris.core.farm.farm attribute)": [[5, "floris.core.farm.Farm.tilt_angles", false]], "tilt_angles_sorted (floris.core.farm.farm attribute)": [[5, "floris.core.farm.Farm.tilt_angles_sorted", false]], "tilt_interp (floris.core.turbine.turbine.turbine attribute)": [[12, "floris.core.turbine.turbine.Turbine.tilt_interp", false]], "timeseries (class in floris.wind_data)": [[64, "floris.wind_data.TimeSeries", false]], "to_file() (floris.core.core.core method)": [[4, "floris.core.core.Core.to_file", false]], "to_windrose() (floris.wind_data.timeseries method)": [[64, "floris.wind_data.TimeSeries.to_WindRose", false]], "to_windtirose() (floris.wind_data.timeseries method)": [[64, "floris.wind_data.TimeSeries.to_WindTIRose", false]], "tracebackinfofilter (class in floris.logging_manager)": [[39, "floris.logging_manager.TracebackInfoFilter", false]], "trim_to_circle() (floris.optimization.layout_optimization.layout_optimization_gridded.layoutoptimizationgridded static method)": [[44, "floris.optimization.layout_optimization.layout_optimization_gridded.LayoutOptimizationGridded.trim_to_circle", false]], "tsr (floris.core.turbine.turbine.turbine attribute)": [[12, "floris.core.turbine.turbine.Turbine.TSR", false]], "tsrs (floris.core.farm.farm attribute)": [[5, "floris.core.farm.Farm.TSRs", false]], "tsrs_sorted (floris.core.farm.farm attribute)": [[5, "floris.core.farm.Farm.TSRs_sorted", false]], "turbine (class in floris.core.turbine.turbine)": [[12, "floris.core.turbine.turbine.Turbine", false]], "turbine (floris.turbine_library.turbine_previewer.turbineinterface attribute)": [[59, "floris.turbine_library.turbine_previewer.TurbineInterface.turbine", false]], "turbine_average_velocities (floris.floris_model.florismodel property)": [[36, "floris.floris_model.FlorisModel.turbine_average_velocities", false]], "turbine_axial_induction_functions (floris.core.farm.farm attribute)": [[5, "floris.core.farm.Farm.turbine_axial_induction_functions", false]], "turbine_coordinates (floris.core.grid.grid attribute)": [[7, "floris.core.grid.Grid.turbine_coordinates", false]], "turbine_definitions (floris.core.farm.farm attribute)": [[5, "floris.core.farm.Farm.turbine_definitions", false]], "turbine_diameters (floris.core.grid.grid attribute)": [[7, "floris.core.grid.Grid.turbine_diameters", false]], "turbine_library_path (floris.core.farm.farm attribute)": [[5, "floris.core.farm.Farm.turbine_library_path", false]], "turbine_library_path (floris.core.turbine.turbine.turbine attribute)": [[12, "floris.core.turbine.turbine.Turbine.turbine_library_path", false]], "turbine_map (floris.core.farm.farm attribute)": [[5, "floris.core.farm.Farm.turbine_map", false]], "turbine_map (floris.turbine_library.turbine_previewer.turbinelibrary attribute)": [[59, "floris.turbine_library.turbine_previewer.TurbineLibrary.turbine_map", false]], "turbine_power_functions (floris.core.farm.farm attribute)": [[5, "floris.core.farm.Farm.turbine_power_functions", false]], "turbine_power_thrust_tables (floris.core.farm.farm attribute)": [[5, "floris.core.farm.Farm.turbine_power_thrust_tables", false]], "turbine_thrust_coefficient_functions (floris.core.farm.farm attribute)": [[5, "floris.core.farm.Farm.turbine_thrust_coefficient_functions", false]], "turbine_tilt_interps (floris.core.farm.farm attribute)": [[5, "floris.core.farm.Farm.turbine_tilt_interps", false]], "turbine_type (floris.core.farm.farm attribute)": [[5, "floris.core.farm.Farm.turbine_type", false]], "turbine_type (floris.core.turbine.turbine.turbine attribute)": [[12, "floris.core.turbine.turbine.Turbine.turbine_type", false]], "turbine_type_map (floris.core.farm.farm attribute)": [[5, "floris.core.farm.Farm.turbine_type_map", false]], "turbine_type_map_sorted (floris.core.farm.farm attribute)": [[5, "floris.core.farm.Farm.turbine_type_map_sorted", false]], "turbinecubaturegrid (class in floris.core.grid)": [[7, "floris.core.grid.TurbineCubatureGrid", false]], "turbinegrid (class in floris.core.grid)": [[7, "floris.core.grid.TurbineGrid", false]], "turbineinterface (class in floris.turbine_library.turbine_previewer)": [[59, "floris.turbine_library.turbine_previewer.TurbineInterface", false]], "turbinelibrary (class in floris.turbine_library.turbine_previewer)": [[59, "floris.turbine_library.turbine_previewer.TurbineLibrary", false]], "turbopark_solver() (in module floris.core.solver)": [[9, "floris.core.solver.turbopark_solver", false]], "turboparkgaussvelocitydeficit (class in floris.core.wake_velocity.turboparkgauss)": [[34, "floris.core.wake_velocity.turboparkgauss.TurboparkgaussVelocityDeficit", false]], "turboparkvelocitydeficit (class in floris.core.wake_velocity.turbopark)": [[33, "floris.core.wake_velocity.turbopark.TurbOParkVelocityDeficit", false]], "turbulence_function (floris.core.wake.wakemodelmanager property)": [[13, "floris.core.wake.WakeModelManager.turbulence_function", false]], "turbulence_intensities (floris.core.flow_field.flowfield attribute)": [[6, "floris.core.flow_field.FlowField.turbulence_intensities", false]], "turbulence_intensities (floris.floris_model.florismodel property)": [[36, "floris.floris_model.FlorisModel.turbulence_intensities", false]], "turbulence_intensities (floris.parallel_floris_model.parallelflorismodel property)": [[57, "floris.parallel_floris_model.ParallelFlorisModel.turbulence_intensities", false]], "turbulence_intensities (floris.uncertain_floris_model.uncertainflorismodel property)": [[62, "floris.uncertain_floris_model.UncertainFlorisModel.turbulence_intensities", false]], "turbulence_intensities_validator() (floris.core.flow_field.flowfield method)": [[6, "floris.core.flow_field.FlowField.turbulence_intensities_validator", false]], "turbulence_intensity_field (floris.core.flow_field.flowfield attribute)": [[6, "floris.core.flow_field.FlowField.turbulence_intensity_field", false]], "turbulence_intensity_field_sorted (floris.core.flow_field.flowfield attribute)": [[6, "floris.core.flow_field.FlowField.turbulence_intensity_field_sorted", false]], "turbulence_intensity_field_sorted_avg (floris.core.flow_field.flowfield attribute)": [[6, "floris.core.flow_field.FlowField.turbulence_intensity_field_sorted_avg", false]], "turbulence_model (floris.core.wake.wakemodelmanager attribute)": [[13, "floris.core.wake.WakeModelManager.turbulence_model", false]], "u (floris.core.flow_field.flowfield attribute)": [[6, "floris.core.flow_field.FlowField.u", false]], "u_initial_sorted (floris.core.flow_field.flowfield attribute)": [[6, "floris.core.flow_field.FlowField.u_initial_sorted", false]], "u_sorted (floris.core.flow_field.flowfield attribute)": [[6, "floris.core.flow_field.FlowField.u_sorted", false]], "uncertainflorismodel (class in floris.uncertain_floris_model)": [[62, "floris.uncertain_floris_model.UncertainFlorisModel", false]], "uninitialized (floris.core.base.state attribute)": [[3, "floris.core.base.State.UNINITIALIZED", false]], "unpack() (floris.wind_data.timeseries method)": [[64, "floris.wind_data.TimeSeries.unpack", false]], "unpack() (floris.wind_data.winddatabase method)": [[64, "floris.wind_data.WindDataBase.unpack", false]], "unpack() (floris.wind_data.windrose method)": [[64, "floris.wind_data.WindRose.unpack", false]], "unpack() (floris.wind_data.windrosewrg method)": [[64, "floris.wind_data.WindRoseWRG.unpack", false]], "unpack() (floris.wind_data.windtirose method)": [[64, "floris.wind_data.WindTIRose.unpack", false]], "unpack_for_reinitialize() (floris.wind_data.winddatabase method)": [[64, "floris.wind_data.WindDataBase.unpack_for_reinitialize", false]], "unpack_freq() (floris.wind_data.winddatabase method)": [[64, "floris.wind_data.WindDataBase.unpack_freq", false]], "unpack_value() (floris.wind_data.winddatabase method)": [[64, "floris.wind_data.WindDataBase.unpack_value", false]], "unsorted_indices (floris.core.grid.flowfieldplanargrid attribute)": [[7, "floris.core.grid.FlowFieldPlanarGrid.unsorted_indices", false]], "unsorted_indices (floris.core.grid.turbinecubaturegrid attribute)": [[7, "floris.core.grid.TurbineCubatureGrid.unsorted_indices", false]], "unsorted_indices (floris.core.grid.turbinegrid attribute)": [[7, "floris.core.grid.TurbineGrid.unsorted_indices", false]], "upsample() (floris.wind_data.windrose method)": [[64, "floris.wind_data.WindRose.upsample", false]], "upsample() (floris.wind_data.windtirose method)": [[64, "floris.wind_data.WindTIRose.upsample", false]], "use_secondary_steering (floris.core.wake_deflection.gauss.gaussvelocitydeflection attribute)": [[20, "floris.core.wake_deflection.gauss.GaussVelocityDeflection.use_secondary_steering", false]], "used (floris.core.base.state attribute)": [[3, "floris.core.base.State.USED", false]], "v (floris.core.flow_field.flowfield attribute)": [[6, "floris.core.flow_field.FlowField.v", false]], "v_initial_sorted (floris.core.flow_field.flowfield attribute)": [[6, "floris.core.flow_field.FlowField.v_initial_sorted", false]], "v_sorted (floris.core.flow_field.flowfield attribute)": [[6, "floris.core.flow_field.FlowField.v_sorted", false]], "validate_model_strings() (floris.core.wake.wakemodelmanager method)": [[13, "floris.core.wake.WakeModelManager.validate_model_strings", false]], "velocity_function (floris.core.wake.wakemodelmanager property)": [[13, "floris.core.wake.WakeModelManager.velocity_function", false]], "velocity_model (floris.core.wake.wakemodelmanager attribute)": [[13, "floris.core.wake.WakeModelManager.velocity_model", false]], "velocityprofilesfigure (class in floris.flow_visualization)": [[37, "floris.flow_visualization.VelocityProfilesFigure", false]], "vertical_deflection_gain_d (floris.core.wake_deflection.empirical_gauss.empiricalgaussvelocitydeflection attribute)": [[19, "floris.core.wake_deflection.empirical_gauss.EmpiricalGaussVelocityDeflection.vertical_deflection_gain_D", false]], "visualize_cut_plane() (in module floris.flow_visualization)": [[37, "floris.flow_visualization.visualize_cut_plane", false]], "visualize_heterogeneous_cut_plane() (in module floris.flow_visualization)": [[37, "floris.flow_visualization.visualize_heterogeneous_cut_plane", false]], "visualize_quiver() (in module floris.flow_visualization)": [[37, "floris.flow_visualization.visualize_quiver", false]], "w (floris.core.flow_field.flowfield attribute)": [[6, "floris.core.flow_field.FlowField.w", false]], "w_initial_sorted (floris.core.flow_field.flowfield attribute)": [[6, "floris.core.flow_field.FlowField.w_initial_sorted", false]], "w_sorted (floris.core.flow_field.flowfield attribute)": [[6, "floris.core.flow_field.FlowField.w_sorted", false]], "wake (floris.core.core.core attribute)": [[4, "floris.core.core.Core.wake", false]], "wake_added_yaw() (in module floris.core.wake_deflection.gauss)": [[20, "floris.core.wake_deflection.gauss.wake_added_yaw", false]], "wake_deflection_parameters (floris.core.wake.wakemodelmanager attribute)": [[13, "floris.core.wake.WakeModelManager.wake_deflection_parameters", false]], "wake_expansion() (in module floris.core.wake_velocity.cumulative_gauss_curl)": [[28, "floris.core.wake_velocity.cumulative_gauss_curl.wake_expansion", false]], "wake_expansion_rates (floris.core.wake_velocity.empirical_gauss.empiricalgaussvelocitydeficit attribute)": [[29, "floris.core.wake_velocity.empirical_gauss.EmpiricalGaussVelocityDeficit.wake_expansion_rates", false]], "wake_turbulence_parameters (floris.core.wake.wakemodelmanager attribute)": [[13, "floris.core.wake.WakeModelManager.wake_turbulence_parameters", false]], "wake_velocity_parameters (floris.core.wake.wakemodelmanager attribute)": [[13, "floris.core.wake.WakeModelManager.wake_velocity_parameters", false]], "wakeinducedmixing (class in floris.core.wake_turbulence.wake_induced_mixing)": [[26, "floris.core.wake_turbulence.wake_induced_mixing.WakeInducedMixing", false]], "wakemodelmanager (class in floris.core.wake)": [[13, "floris.core.wake.WakeModelManager", false]], "we (floris.core.wake_velocity.jensen.jensenvelocitydeficit attribute)": [[31, "floris.core.wake_velocity.jensen.JensenVelocityDeficit.we", false]], "wind_data (floris.floris_model.florismodel property)": [[36, "floris.floris_model.FlorisModel.wind_data", false]], "wind_delta() (in module floris.utilities)": [[63, "floris.utilities.wind_delta", false]], "wind_directions (floris.core.flow_field.flowfield attribute)": [[6, "floris.core.flow_field.FlowField.wind_directions", false]], "wind_directions (floris.core.grid.grid attribute)": [[7, "floris.core.grid.Grid.wind_directions", false]], "wind_directions (floris.floris_model.florismodel property)": [[36, "floris.floris_model.FlorisModel.wind_directions", false]], "wind_directions (floris.parallel_floris_model.parallelflorismodel property)": [[57, "floris.parallel_floris_model.ParallelFlorisModel.wind_directions", false]], "wind_directions (floris.uncertain_floris_model.uncertainflorismodel property)": [[62, "floris.uncertain_floris_model.UncertainFlorisModel.wind_directions", false]], "wind_directions_validator() (floris.core.flow_field.flowfield method)": [[6, "floris.core.flow_field.FlowField.wind_directions_validator", false]], "wind_directions_validator() (floris.core.grid.grid method)": [[7, "floris.core.grid.Grid.wind_directions_validator", false]], "wind_shear (floris.core.flow_field.flowfield attribute)": [[6, "floris.core.flow_field.FlowField.wind_shear", false]], "wind_speed_profile() (in module floris.cut_plane)": [[35, "floris.cut_plane.wind_speed_profile", false]], "wind_speeds (floris.core.flow_field.flowfield attribute)": [[6, "floris.core.flow_field.FlowField.wind_speeds", false]], "wind_speeds (floris.floris_model.florismodel property)": [[36, "floris.floris_model.FlorisModel.wind_speeds", false]], "wind_speeds (floris.parallel_floris_model.parallelflorismodel property)": [[57, "floris.parallel_floris_model.ParallelFlorisModel.wind_speeds", false]], "wind_speeds (floris.uncertain_floris_model.uncertainflorismodel property)": [[62, "floris.uncertain_floris_model.UncertainFlorisModel.wind_speeds", false]], "wind_speeds_validator() (floris.core.flow_field.flowfield method)": [[6, "floris.core.flow_field.FlowField.wind_speeds_validator", false]], "wind_veer (floris.core.flow_field.flowfield attribute)": [[6, "floris.core.flow_field.FlowField.wind_veer", false]], "winddatabase (class in floris.wind_data)": [[64, "floris.wind_data.WindDataBase", false]], "windrose (class in floris.wind_data)": [[64, "floris.wind_data.WindRose", false]], "windrosewrg (class in floris.wind_data)": [[64, "floris.wind_data.WindRoseWRG", false]], "windtirose (class in floris.wind_data)": [[64, "floris.wind_data.WindTIRose", false]], "wrap_180() (in module floris.utilities)": [[63, "floris.utilities.wrap_180", false]], "wrap_360() (in module floris.utilities)": [[63, "floris.utilities.wrap_360", false]], "x1_bounds (floris.core.grid.flowfieldplanargrid attribute)": [[7, "floris.core.grid.FlowFieldPlanarGrid.x1_bounds", false]], "x2_bounds (floris.core.grid.flowfieldplanargrid attribute)": [[7, "floris.core.grid.FlowFieldPlanarGrid.x2_bounds", false]], "x_center_of_rotation (floris.core.grid.flowfieldgrid attribute)": [[7, "floris.core.grid.FlowFieldGrid.x_center_of_rotation", false]], "x_center_of_rotation (floris.core.grid.flowfieldplanargrid attribute)": [[7, "floris.core.grid.FlowFieldPlanarGrid.x_center_of_rotation", false]], "x_center_of_rotation (floris.core.grid.pointsgrid attribute)": [[7, "floris.core.grid.PointsGrid.x_center_of_rotation", false]], "x_center_of_rotation (floris.core.grid.turbinecubaturegrid attribute)": [[7, "floris.core.grid.TurbineCubatureGrid.x_center_of_rotation", false]], "x_center_of_rotation (floris.core.grid.turbinegrid attribute)": [[7, "floris.core.grid.TurbineGrid.x_center_of_rotation", false]], "x_sorted (floris.core.grid.grid attribute)": [[7, "floris.core.grid.Grid.x_sorted", false]], "x_sorted_inertial_frame (floris.core.grid.grid attribute)": [[7, "floris.core.grid.Grid.x_sorted_inertial_frame", false]], "y_center_of_rotation (floris.core.grid.flowfieldgrid attribute)": [[7, "floris.core.grid.FlowFieldGrid.y_center_of_rotation", false]], "y_center_of_rotation (floris.core.grid.flowfieldplanargrid attribute)": [[7, "floris.core.grid.FlowFieldPlanarGrid.y_center_of_rotation", false]], "y_center_of_rotation (floris.core.grid.pointsgrid attribute)": [[7, "floris.core.grid.PointsGrid.y_center_of_rotation", false]], "y_center_of_rotation (floris.core.grid.turbinecubaturegrid attribute)": [[7, "floris.core.grid.TurbineCubatureGrid.y_center_of_rotation", false]], "y_center_of_rotation (floris.core.grid.turbinegrid attribute)": [[7, "floris.core.grid.TurbineGrid.y_center_of_rotation", false]], "y_sorted (floris.core.grid.grid attribute)": [[7, "floris.core.grid.Grid.y_sorted", false]], "y_sorted_inertial_frame (floris.core.grid.grid attribute)": [[7, "floris.core.grid.Grid.y_sorted_inertial_frame", false]], "yaml_constructors (floris.utilities.loader attribute)": [[63, "floris.utilities.Loader.yaml_constructors", false]], "yaw_added_mixing_gain (floris.core.wake_deflection.empirical_gauss.empiricalgaussvelocitydeflection attribute)": [[19, "floris.core.wake_deflection.empirical_gauss.EmpiricalGaussVelocityDeflection.yaw_added_mixing_gain", false]], "yaw_added_turbulence_mixing() (in module floris.core.wake_deflection.gauss)": [[20, "floris.core.wake_deflection.gauss.yaw_added_turbulence_mixing", false]], "yaw_added_wake_mixing() (in module floris.core.wake_deflection.empirical_gauss)": [[19, "floris.core.wake_deflection.empirical_gauss.yaw_added_wake_mixing", false]], "yaw_angles (floris.core.farm.farm attribute)": [[5, "floris.core.farm.Farm.yaw_angles", false]], "yaw_angles_sorted (floris.core.farm.farm attribute)": [[5, "floris.core.farm.Farm.yaw_angles_sorted", false]], "yawoptimization (class in floris.optimization.yaw_optimization.yaw_optimization_base)": [[52, "floris.optimization.yaw_optimization.yaw_optimization_base.YawOptimization", false]], "yawoptimizationgeometric (class in floris.optimization.yaw_optimization.yaw_optimizer_geometric)": [[54, "floris.optimization.yaw_optimization.yaw_optimizer_geometric.YawOptimizationGeometric", false]], "yawoptimizationscipy (class in floris.optimization.yaw_optimization.yaw_optimizer_scipy)": [[55, "floris.optimization.yaw_optimization.yaw_optimizer_scipy.YawOptimizationScipy", false]], "yawoptimizationsr (class in floris.optimization.yaw_optimization.yaw_optimizer_sr)": [[56, "floris.optimization.yaw_optimization.yaw_optimizer_sr.YawOptimizationSR", false]], "z_sorted (floris.core.grid.grid attribute)": [[7, "floris.core.grid.Grid.z_sorted", false]], "z_sorted_inertial_frame (floris.core.grid.grid attribute)": [[7, "floris.core.grid.Grid.z_sorted_inertial_frame", false]]}, "objects": {"floris": [[0, 0, 0, "-", "convert_floris_input_v3_to_v4"], [1, 0, 0, "-", "convert_turbine_v3_to_v4"], [2, 0, 0, "-", "core"], [35, 0, 0, "-", "cut_plane"], [36, 0, 0, "-", "floris_model"], [37, 0, 0, "-", "flow_visualization"], [38, 0, 0, "-", "layout_visualization"], [39, 0, 0, "-", "logging_manager"], [40, 0, 0, "-", "optimization"], [57, 0, 0, "-", "parallel_floris_model"], [58, 0, 0, "-", "turbine_library"], [61, 0, 0, "-", "type_dec"], [62, 0, 0, "-", "uncertain_floris_model"], [63, 0, 0, "-", "utilities"], [64, 0, 0, "-", "wind_data"]], "floris.convert_floris_input_v3_to_v4": [[0, 1, 1, "", "ignore_include"]], "floris.core": [[3, 0, 0, "-", "base"], [4, 0, 0, "-", "core"], [5, 0, 0, "-", "farm"], [6, 0, 0, "-", "flow_field"], [7, 0, 0, "-", "grid"], [8, 0, 0, "-", "rotor_velocity"], [9, 0, 0, "-", "solver"], [10, 0, 0, "-", "turbine"], [13, 0, 0, "-", "wake"], [14, 0, 0, "-", "wake_combination"], [18, 0, 0, "-", "wake_deflection"], [23, 0, 0, "-", "wake_turbulence"], [27, 0, 0, "-", "wake_velocity"]], "floris.core.base": [[3, 2, 1, "", "BaseClass"], [3, 2, 1, "", "BaseModel"], [3, 2, 1, "", "State"]], "floris.core.base.BaseClass": [[3, 3, 1, "", "logger"], [3, 4, 1, "", "state"]], "floris.core.base.BaseModel": [[3, 4, 1, "", "NUM_EPS"], [3, 5, 1, "", "function"], [3, 5, 1, "", "prepare_function"]], "floris.core.base.State": [[3, 4, 1, "", "INITIALIZED"], [3, 4, 1, "", "UNINITIALIZED"], [3, 4, 1, "", "USED"]], "floris.core.core": [[4, 2, 1, "", "Core"], [4, 1, 1, "", "check_input_file_for_v3_keys"]], "floris.core.core.Core": [[4, 4, 1, "", "description"], [4, 4, 1, "", "farm"], [4, 5, 1, "", "finalize"], [4, 4, 1, "", "floris_version"], [4, 4, 1, "", "flow_field"], [4, 5, 1, "", "from_file"], [4, 4, 1, "", "grid"], [4, 5, 1, "", "initialize_domain"], [4, 4, 1, "", "logging"], [4, 4, 1, "", "name"], [4, 5, 1, "", "solve_for_points"], [4, 5, 1, "", "solve_for_velocity_deficit_profiles"], [4, 5, 1, "", "solve_for_viz"], [4, 4, 1, "", "solver"], [4, 5, 1, "", "steady_state_atmospheric_condition"], [4, 5, 1, "", "to_file"], [4, 4, 1, "", "wake"]], "floris.core.farm": [[5, 2, 1, "", "Farm"], [5, 1, 1, "", "check_turbine_definition_for_v3_keys"]], "floris.core.farm.Farm": [[5, 4, 1, "", "TSRs"], [5, 4, 1, "", "TSRs_sorted"], [5, 4, 1, "", "awc_amplitudes"], [5, 4, 1, "", "awc_amplitudes_sorted"], [5, 4, 1, "", "awc_frequencies"], [5, 4, 1, "", "awc_frequencies_sorted"], [5, 4, 1, "", "awc_modes"], [5, 4, 1, "", "awc_modes_sorted"], [5, 5, 1, "", "calculate_tilt_for_eff_velocities"], [5, 5, 1, "", "check_library_path"], [5, 5, 1, "", "check_turbine_type"], [5, 5, 1, "", "check_x"], [5, 5, 1, "", "check_y"], [5, 5, 1, "", "construct_hub_heights"], [5, 5, 1, "", "construct_rotor_diameters"], [5, 5, 1, "", "construct_turbine_TSRs"], [5, 5, 1, "", "construct_turbine_axial_induction_functions"], [5, 5, 1, "", "construct_turbine_correct_cp_ct_for_tilt"], [5, 5, 1, "", "construct_turbine_map"], [5, 5, 1, "", "construct_turbine_power_functions"], [5, 5, 1, "", "construct_turbine_power_thrust_tables"], [5, 5, 1, "", "construct_turbine_ref_tilts"], [5, 5, 1, "", "construct_turbine_thrust_coefficient_functions"], [5, 5, 1, "", "construct_turbine_tilt_interps"], [5, 3, 1, "", "coordinates"], [5, 4, 1, "", "correct_cp_ct_for_tilt"], [5, 4, 1, "", "correct_cp_ct_for_tilt_sorted"], [5, 5, 1, "", "expand_farm_properties"], [5, 5, 1, "", "finalize"], [5, 4, 1, "", "hub_heights"], [5, 4, 1, "", "hub_heights_sorted"], [5, 5, 1, "", "initialize"], [5, 4, 1, "", "internal_turbine_library"], [5, 4, 1, "", "layout_x"], [5, 4, 1, "", "layout_y"], [5, 3, 1, "", "n_turbines"], [5, 4, 1, "", "power_setpoints"], [5, 4, 1, "", "power_setpoints_sorted"], [5, 4, 1, "", "ref_tilts"], [5, 4, 1, "", "ref_tilts_sorted"], [5, 4, 1, "", "rotor_diameters"], [5, 4, 1, "", "rotor_diameters_sorted"], [5, 5, 1, "", "set_awc_amplitudes"], [5, 5, 1, "", "set_awc_amplitudes_to_ref_amp"], [5, 5, 1, "", "set_awc_frequencies"], [5, 5, 1, "", "set_awc_frequencies_to_ref_freq"], [5, 5, 1, "", "set_awc_modes"], [5, 5, 1, "", "set_awc_modes_to_ref_mode"], [5, 5, 1, "", "set_power_setpoints"], [5, 5, 1, "", "set_power_setpoints_to_ref_power"], [5, 5, 1, "", "set_tilt_to_ref_tilt"], [5, 5, 1, "", "set_yaw_angles"], [5, 5, 1, "", "set_yaw_angles_to_ref_yaw"], [5, 4, 1, "", "tilt_angles"], [5, 4, 1, "", "tilt_angles_sorted"], [5, 4, 1, "", "turbine_axial_induction_functions"], [5, 4, 1, "", "turbine_definitions"], [5, 4, 1, "", "turbine_library_path"], [5, 4, 1, "", "turbine_map"], [5, 4, 1, "", "turbine_power_functions"], [5, 4, 1, "", "turbine_power_thrust_tables"], [5, 4, 1, "", "turbine_thrust_coefficient_functions"], [5, 4, 1, "", "turbine_tilt_interps"], [5, 4, 1, "", "turbine_type"], [5, 4, 1, "", "turbine_type_map"], [5, 4, 1, "", "turbine_type_map_sorted"], [5, 4, 1, "", "yaw_angles"], [5, 4, 1, "", "yaw_angles_sorted"]], "floris.core.flow_field": [[6, 2, 1, "", "FlowField"]], "floris.core.flow_field.FlowField": [[6, 4, 1, "", "air_density"], [6, 5, 1, "", "calculate_speed_ups"], [6, 4, 1, "", "dudz_initial_sorted"], [6, 5, 1, "", "finalize"], [6, 5, 1, "", "generate_heterogeneous_wind_map"], [6, 4, 1, "", "het_map"], [6, 5, 1, "", "het_map_validator"], [6, 5, 1, "", "heterogeneous_config_validator"], [6, 4, 1, "", "heterogeneous_inflow_config"], [6, 5, 1, "", "initialize_velocity_field"], [6, 5, 1, "", "interpolate_multiplier_xy"], [6, 5, 1, "", "interpolate_multiplier_xyz"], [6, 4, 1, "", "multidim_conditions"], [6, 4, 1, "", "n_findex"], [6, 4, 1, "", "reference_wind_height"], [6, 4, 1, "", "turbulence_intensities"], [6, 5, 1, "", "turbulence_intensities_validator"], [6, 4, 1, "", "turbulence_intensity_field"], [6, 4, 1, "", "turbulence_intensity_field_sorted"], [6, 4, 1, "", "turbulence_intensity_field_sorted_avg"], [6, 4, 1, "", "u"], [6, 4, 1, "", "u_initial_sorted"], [6, 4, 1, "", "u_sorted"], [6, 4, 1, "", "v"], [6, 4, 1, "", "v_initial_sorted"], [6, 4, 1, "", "v_sorted"], [6, 4, 1, "", "w"], [6, 4, 1, "", "w_initial_sorted"], [6, 4, 1, "", "w_sorted"], [6, 4, 1, "", "wind_directions"], [6, 5, 1, "", "wind_directions_validator"], [6, 4, 1, "", "wind_shear"], [6, 4, 1, "", "wind_speeds"], [6, 5, 1, "", "wind_speeds_validator"], [6, 4, 1, "", "wind_veer"]], "floris.core.grid": [[7, 2, 1, "", "FlowFieldGrid"], [7, 2, 1, "", "FlowFieldPlanarGrid"], [7, 2, 1, "", "Grid"], [7, 2, 1, "", "PointsGrid"], [7, 2, 1, "", "TurbineCubatureGrid"], [7, 2, 1, "", "TurbineGrid"]], "floris.core.grid.FlowFieldGrid": [[7, 5, 1, "", "set_grid"], [7, 4, 1, "", "x_center_of_rotation"], [7, 4, 1, "", "y_center_of_rotation"]], "floris.core.grid.FlowFieldPlanarGrid": [[7, 4, 1, "", "normal_vector"], [7, 4, 1, "", "planar_coordinate"], [7, 5, 1, "", "set_grid"], [7, 4, 1, "", "sorted_indices"], [7, 4, 1, "", "unsorted_indices"], [7, 4, 1, "", "x1_bounds"], [7, 4, 1, "", "x2_bounds"], [7, 4, 1, "", "x_center_of_rotation"], [7, 4, 1, "", "y_center_of_rotation"]], "floris.core.grid.Grid": [[7, 5, 1, "", "check_coordinates"], [7, 4, 1, "", "cubature_weights"], [7, 4, 1, "", "grid_resolution"], [7, 5, 1, "", "grid_resolution_validator"], [7, 4, 1, "", "n_findex"], [7, 4, 1, "", "n_turbines"], [7, 5, 1, "", "set_grid"], [7, 4, 1, "", "turbine_coordinates"], [7, 4, 1, "", "turbine_diameters"], [7, 4, 1, "", "wind_directions"], [7, 5, 1, "", "wind_directions_validator"], [7, 4, 1, "", "x_sorted"], [7, 4, 1, "", "x_sorted_inertial_frame"], [7, 4, 1, "", "y_sorted"], [7, 4, 1, "", "y_sorted_inertial_frame"], [7, 4, 1, "", "z_sorted"], [7, 4, 1, "", "z_sorted_inertial_frame"]], "floris.core.grid.PointsGrid": [[7, 4, 1, "", "points_x"], [7, 4, 1, "", "points_y"], [7, 4, 1, "", "points_z"], [7, 5, 1, "", "set_grid"], [7, 4, 1, "", "x_center_of_rotation"], [7, 4, 1, "", "y_center_of_rotation"]], "floris.core.grid.TurbineCubatureGrid": [[7, 4, 1, "", "average_method"], [7, 5, 1, "", "get_cubature_coefficients"], [7, 5, 1, "", "set_grid"], [7, 4, 1, "", "sorted_coord_indices"], [7, 4, 1, "", "sorted_indices"], [7, 4, 1, "", "unsorted_indices"], [7, 4, 1, "", "x_center_of_rotation"], [7, 4, 1, "", "y_center_of_rotation"]], "floris.core.grid.TurbineGrid": [[7, 4, 1, "", "average_method"], [7, 5, 1, "", "set_grid"], [7, 4, 1, "", "sorted_coord_indices"], [7, 4, 1, "", "sorted_indices"], [7, 4, 1, "", "unsorted_indices"], [7, 4, 1, "", "x_center_of_rotation"], [7, 4, 1, "", "y_center_of_rotation"]], "floris.core.rotor_velocity": [[8, 1, 1, "", "average_velocity"], [8, 1, 1, "", "compute_tilt_angles_for_floating_turbines"], [8, 1, 1, "", "compute_tilt_angles_for_floating_turbines_map"], [8, 1, 1, "", "cubic_cubature"], [8, 1, 1, "", "cubic_mean"], [8, 1, 1, "", "rotor_effective_velocity"], [8, 1, 1, "", "rotor_velocity_air_density_correction"], [8, 1, 1, "", "rotor_velocity_tilt_cosine_correction"], [8, 1, 1, "", "rotor_velocity_yaw_cosine_correction"], [8, 1, 1, "", "simple_cubature"], [8, 1, 1, "", "simple_mean"]], "floris.core.solver": [[9, 1, 1, "", "calculate_area_overlap"], [9, 1, 1, "", "cc_solver"], [9, 1, 1, "", "empirical_gauss_solver"], [9, 1, 1, "", "full_flow_cc_solver"], [9, 1, 1, "", "full_flow_empirical_gauss_solver"], [9, 1, 1, "", "full_flow_sequential_solver"], [9, 1, 1, "", "full_flow_turbopark_solver"], [9, 1, 1, "", "sequential_solver"], [9, 1, 1, "", "turbopark_solver"]], "floris.core.turbine": [[11, 0, 0, "-", "operation_models"], [12, 0, 0, "-", "turbine"]], "floris.core.turbine.operation_models": [[11, 2, 1, "", "AWCTurbine"], [11, 2, 1, "", "BaseOperationModel"], [11, 2, 1, "", "CosineLossTurbine"], [11, 2, 1, "", "MixedOperationTurbine"], [11, 2, 1, "", "PeakShavingTurbine"], [11, 2, 1, "", "SimpleDeratingTurbine"], [11, 2, 1, "", "SimpleTurbine"]], "floris.core.turbine.operation_models.AWCTurbine": [[11, 5, 1, "", "axial_induction"], [11, 5, 1, "", "power"], [11, 5, 1, "", "thrust_coefficient"]], "floris.core.turbine.operation_models.BaseOperationModel": [[11, 5, 1, "", "axial_induction"], [11, 5, 1, "", "power"], [11, 5, 1, "", "thrust_coefficient"]], "floris.core.turbine.operation_models.CosineLossTurbine": [[11, 5, 1, "", "axial_induction"], [11, 5, 1, "", "power"], [11, 5, 1, "", "thrust_coefficient"]], "floris.core.turbine.operation_models.MixedOperationTurbine": [[11, 5, 1, "", "axial_induction"], [11, 5, 1, "", "power"], [11, 5, 1, "", "thrust_coefficient"]], "floris.core.turbine.operation_models.PeakShavingTurbine": [[11, 5, 1, "", "axial_induction"], [11, 5, 1, "", "power"], [11, 5, 1, "", "thrust_coefficient"]], "floris.core.turbine.operation_models.SimpleDeratingTurbine": [[11, 5, 1, "", "axial_induction"], [11, 5, 1, "", "power"], [11, 5, 1, "", "thrust_coefficient"]], "floris.core.turbine.operation_models.SimpleTurbine": [[11, 5, 1, "", "axial_induction"], [11, 5, 1, "", "power"], [11, 5, 1, "", "thrust_coefficient"]], "floris.core.turbine.turbine": [[12, 2, 1, "", "Turbine"], [12, 1, 1, "", "axial_induction"], [12, 1, 1, "", "power"], [12, 1, 1, "", "select_multidim_condition"], [12, 1, 1, "", "thrust_coefficient"]], "floris.core.turbine.turbine.Turbine": [[12, 4, 1, "", "TSR"], [12, 4, 1, "", "axial_induction_function"], [12, 5, 1, "", "check_floating_tilt_table"], [12, 5, 1, "", "check_for_cp_ct_correct_flag_if_floating"], [12, 5, 1, "", "check_power_thrust_table"], [12, 4, 1, "", "condition_keys"], [12, 4, 1, "", "correct_cp_ct_for_tilt"], [12, 4, 1, "", "floating_tilt_table"], [12, 4, 1, "", "hub_height"], [12, 4, 1, "", "multi_dimensional_cp_ct"], [12, 4, 1, "", "operation_model"], [12, 4, 1, "", "power_function"], [12, 4, 1, "", "power_thrust_data_file"], [12, 4, 1, "", "power_thrust_table"], [12, 5, 1, "", "reset_rotor_area"], [12, 5, 1, "", "reset_rotor_diameter_dependencies"], [12, 5, 1, "", "reset_rotor_radius"], [12, 4, 1, "", "rotor_area"], [12, 4, 1, "", "rotor_diameter"], [12, 4, 1, "", "rotor_radius"], [12, 4, 1, "", "thrust_coefficient_function"], [12, 4, 1, "", "tilt_interp"], [12, 4, 1, "", "turbine_library_path"], [12, 4, 1, "", "turbine_type"]], "floris.core.wake": [[13, 2, 1, "", "WakeModelManager"]], "floris.core.wake.WakeModelManager": [[13, 3, 1, "", "combination_function"], [13, 4, 1, "", "combination_model"], [13, 3, 1, "", "deflection_function"], [13, 4, 1, "", "deflection_model"], [13, 4, 1, "", "enable_active_wake_mixing"], [13, 4, 1, "", "enable_secondary_steering"], [13, 4, 1, "", "enable_transverse_velocities"], [13, 4, 1, "", "enable_yaw_added_recovery"], [13, 4, 1, "", "model_strings"], [13, 3, 1, "", "turbulence_function"], [13, 4, 1, "", "turbulence_model"], [13, 5, 1, "", "validate_model_strings"], [13, 3, 1, "", "velocity_function"], [13, 4, 1, "", "velocity_model"], [13, 4, 1, "", "wake_deflection_parameters"], [13, 4, 1, "", "wake_turbulence_parameters"], [13, 4, 1, "", "wake_velocity_parameters"]], "floris.core.wake_combination": [[15, 0, 0, "-", "fls"], [16, 0, 0, "-", "max"], [17, 0, 0, "-", "sosfs"]], "floris.core.wake_combination.fls": [[15, 2, 1, "", "FLS"]], "floris.core.wake_combination.fls.FLS": [[15, 5, 1, "", "function"], [15, 5, 1, "", "prepare_function"]], "floris.core.wake_combination.max": [[16, 2, 1, "", "MAX"]], "floris.core.wake_combination.max.MAX": [[16, 5, 1, "", "function"], [16, 5, 1, "", "prepare_function"]], "floris.core.wake_combination.sosfs": [[17, 2, 1, "", "SOSFS"]], "floris.core.wake_combination.sosfs.SOSFS": [[17, 5, 1, "", "function"], [17, 5, 1, "", "prepare_function"]], "floris.core.wake_deflection": [[19, 0, 0, "-", "empirical_gauss"], [20, 0, 0, "-", "gauss"], [21, 0, 0, "-", "jimenez"], [22, 0, 0, "-", "none"]], "floris.core.wake_deflection.empirical_gauss": [[19, 2, 1, "", "EmpiricalGaussVelocityDeflection"], [19, 1, 1, "", "yaw_added_wake_mixing"]], "floris.core.wake_deflection.empirical_gauss.EmpiricalGaussVelocityDeflection": [[19, 4, 1, "", "deflection_rate"], [19, 5, 1, "", "function"], [19, 4, 1, "", "horizontal_deflection_gain_D"], [19, 4, 1, "", "mixing_gain_deflection"], [19, 5, 1, "", "prepare_function"], [19, 4, 1, "", "vertical_deflection_gain_D"], [19, 4, 1, "", "yaw_added_mixing_gain"]], "floris.core.wake_deflection.gauss": [[20, 2, 1, "", "GaussVelocityDeflection"], [20, 1, 1, "", "calculate_transverse_velocity"], [20, 1, 1, "", "gamma"], [20, 1, 1, "", "wake_added_yaw"], [20, 1, 1, "", "yaw_added_turbulence_mixing"]], "floris.core.wake_deflection.gauss.GaussVelocityDeflection": [[20, 4, 1, "", "ad"], [20, 4, 1, "", "alpha"], [20, 4, 1, "", "bd"], [20, 4, 1, "", "beta"], [20, 4, 1, "", "dm"], [20, 4, 1, "", "eps_gain"], [20, 5, 1, "", "function"], [20, 4, 1, "", "ka"], [20, 4, 1, "", "kb"], [20, 5, 1, "", "prepare_function"], [20, 4, 1, "", "use_secondary_steering"]], "floris.core.wake_deflection.jimenez": [[21, 2, 1, "", "JimenezVelocityDeflection"]], "floris.core.wake_deflection.jimenez.JimenezVelocityDeflection": [[21, 4, 1, "", "ad"], [21, 4, 1, "", "bd"], [21, 5, 1, "", "function"], [21, 4, 1, "", "kd"], [21, 5, 1, "", "prepare_function"]], "floris.core.wake_deflection.none": [[22, 2, 1, "", "NoneVelocityDeflection"]], "floris.core.wake_deflection.none.NoneVelocityDeflection": [[22, 5, 1, "", "function"], [22, 5, 1, "", "prepare_function"]], "floris.core.wake_turbulence": [[24, 0, 0, "-", "crespo_hernandez"], [25, 0, 0, "-", "none"], [26, 0, 0, "-", "wake_induced_mixing"]], "floris.core.wake_turbulence.crespo_hernandez": [[24, 2, 1, "", "CrespoHernandez"]], "floris.core.wake_turbulence.crespo_hernandez.CrespoHernandez": [[24, 4, 1, "", "ai"], [24, 4, 1, "", "constant"], [24, 4, 1, "", "downstream"], [24, 5, 1, "", "function"], [24, 4, 1, "", "initial"], [24, 5, 1, "", "prepare_function"]], "floris.core.wake_turbulence.none": [[25, 2, 1, "", "NoneWakeTurbulence"]], "floris.core.wake_turbulence.none.NoneWakeTurbulence": [[25, 5, 1, "", "function"], [25, 5, 1, "", "prepare_function"]], "floris.core.wake_turbulence.wake_induced_mixing": [[26, 2, 1, "", "WakeInducedMixing"]], "floris.core.wake_turbulence.wake_induced_mixing.WakeInducedMixing": [[26, 4, 1, "", "atmospheric_ti_gain"], [26, 5, 1, "", "function"], [26, 5, 1, "", "prepare_function"]], "floris.core.wake_velocity": [[28, 0, 0, "-", "cumulative_gauss_curl"], [29, 0, 0, "-", "empirical_gauss"], [30, 0, 0, "-", "gauss"], [31, 0, 0, "-", "jensen"], [32, 0, 0, "-", "none"], [33, 0, 0, "-", "turbopark"], [34, 0, 0, "-", "turboparkgauss"]], "floris.core.wake_velocity.cumulative_gauss_curl": [[28, 2, 1, "", "CumulativeGaussCurlVelocityDeficit"], [28, 1, 1, "", "wake_expansion"]], "floris.core.wake_velocity.cumulative_gauss_curl.CumulativeGaussCurlVelocityDeficit": [[28, 4, 1, "", "a_f"], [28, 4, 1, "", "a_s"], [28, 4, 1, "", "alpha_mod"], [28, 4, 1, "", "b_f"], [28, 4, 1, "", "b_s"], [28, 4, 1, "", "c_f"], [28, 4, 1, "", "c_s1"], [28, 4, 1, "", "c_s2"], [28, 5, 1, "", "function"], [28, 5, 1, "", "prepare_function"]], "floris.core.wake_velocity.empirical_gauss": [[29, 2, 1, "", "EmpiricalGaussVelocityDeficit"], [29, 1, 1, "", "awc_added_wake_mixing"], [29, 1, 1, "", "empirical_gauss_model_wake_width"], [29, 1, 1, "", "rCalt"], [29, 1, 1, "", "sigmoid_integral"]], "floris.core.wake_velocity.empirical_gauss.EmpiricalGaussVelocityDeficit": [[29, 4, 1, "", "awc_mode"], [29, 4, 1, "", "awc_wake_denominator"], [29, 4, 1, "", "awc_wake_exp"], [29, 4, 1, "", "breakpoints_D"], [29, 5, 1, "", "function"], [29, 4, 1, "", "mixing_gain_velocity"], [29, 5, 1, "", "prepare_function"], [29, 4, 1, "", "sigma_0_D"], [29, 4, 1, "", "smoothing_length_D"], [29, 4, 1, "", "wake_expansion_rates"]], "floris.core.wake_velocity.gauss": [[30, 2, 1, "", "GaussVelocityDeficit"], [30, 1, 1, "", "gaussian_function"], [30, 1, 1, "", "mask_upstream_wake"], [30, 1, 1, "", "rC"]], "floris.core.wake_velocity.gauss.GaussVelocityDeficit": [[30, 4, 1, "", "alpha"], [30, 4, 1, "", "beta"], [30, 5, 1, "", "function"], [30, 4, 1, "", "ka"], [30, 4, 1, "", "kb"], [30, 5, 1, "", "prepare_function"]], "floris.core.wake_velocity.jensen": [[31, 2, 1, "", "JensenVelocityDeficit"]], "floris.core.wake_velocity.jensen.JensenVelocityDeficit": [[31, 5, 1, "", "function"], [31, 5, 1, "", "prepare_function"], [31, 4, 1, "", "we"]], "floris.core.wake_velocity.none": [[32, 2, 1, "", "NoneVelocityDeficit"]], "floris.core.wake_velocity.none.NoneVelocityDeficit": [[32, 5, 1, "", "function"], [32, 5, 1, "", "prepare_function"]], "floris.core.wake_velocity.turbopark": [[33, 2, 1, "", "TurbOParkVelocityDeficit"], [33, 1, 1, "", "characteristic_wake_width"], [33, 1, 1, "", "precalculate_overlap"]], "floris.core.wake_velocity.turbopark.TurbOParkVelocityDeficit": [[33, 4, 1, "", "A"], [33, 5, 1, "", "function"], [33, 4, 1, "", "overlap_gauss_interp"], [33, 5, 1, "", "prepare_function"], [33, 4, 1, "", "sigma_max_rel"]], "floris.core.wake_velocity.turboparkgauss": [[34, 2, 1, "", "TurboparkgaussVelocityDeficit"], [34, 1, 1, "", "characteristic_wake_width"]], "floris.core.wake_velocity.turboparkgauss.TurboparkgaussVelocityDeficit": [[34, 4, 1, "", "A"], [34, 5, 1, "", "function"], [34, 4, 1, "", "include_mirror_wake"], [34, 5, 1, "", "prepare_function"]], "floris.cut_plane": [[35, 2, 1, "", "CutPlane"], [35, 1, 1, "", "calculate_power"], [35, 1, 1, "", "calculate_wind_speed"], [35, 1, 1, "", "change_resolution"], [35, 1, 1, "", "get_plane_from_flow_data"], [35, 1, 1, "", "get_power_profile"], [35, 1, 1, "", "interpolate_onto_array"], [35, 1, 1, "", "nudge_outward"], [35, 1, 1, "", "project_onto"], [35, 1, 1, "", "rescale_axis"], [35, 1, 1, "", "set_origin"], [35, 1, 1, "", "wind_speed_profile"]], "floris.floris_model": [[36, 2, 1, "", "FlorisModel"]], "floris.floris_model.FlorisModel": [[36, 5, 1, "", "assign_hub_height_to_ref_height"], [36, 5, 1, "", "calculate_cross_plane"], [36, 5, 1, "", "calculate_horizontal_plane"], [36, 5, 1, "", "calculate_wake"], [36, 5, 1, "", "calculate_y_plane"], [36, 5, 1, "", "copy"], [36, 5, 1, "", "get_expected_farm_power"], [36, 5, 1, "", "get_expected_farm_value"], [36, 5, 1, "", "get_expected_turbine_powers"], [36, 5, 1, "", "get_farm_AEP"], [36, 5, 1, "", "get_farm_AVP"], [36, 5, 1, "", "get_farm_power"], [36, 5, 1, "", "get_operation_model"], [36, 5, 1, "", "get_param"], [36, 5, 1, "", "get_plane_of_points"], [36, 5, 1, "", "get_turbine_TIs"], [36, 5, 1, "", "get_turbine_ais"], [36, 5, 1, "", "get_turbine_layout"], [36, 5, 1, "", "get_turbine_powers"], [36, 5, 1, "", "get_turbine_thrust_coefficients"], [36, 3, 1, "", "layout_x"], [36, 3, 1, "", "layout_y"], [36, 5, 1, "", "merge_floris_models"], [36, 3, 1, "", "n_findex"], [36, 3, 1, "", "n_turbines"], [36, 5, 1, "", "print_dict"], [36, 5, 1, "", "reinitialize"], [36, 5, 1, "", "reset_operation"], [36, 5, 1, "", "run"], [36, 5, 1, "", "run_no_wake"], [36, 5, 1, "", "sample_flow_at_points"], [36, 5, 1, "", "sample_velocity_deficit_profiles"], [36, 5, 1, "", "set"], [36, 5, 1, "", "set_for_viz"], [36, 5, 1, "", "set_operation"], [36, 5, 1, "", "set_operation_model"], [36, 5, 1, "", "set_param"], [36, 3, 1, "", "turbine_average_velocities"], [36, 3, 1, "", "turbulence_intensities"], [36, 3, 1, "", "wind_data"], [36, 3, 1, "", "wind_directions"], [36, 3, 1, "", "wind_speeds"]], "floris.flow_visualization": [[37, 2, 1, "", "VelocityProfilesFigure"], [37, 1, 1, "", "calculate_horizontal_plane_with_turbines"], [37, 1, 1, "", "line_contour_cut_plane"], [37, 1, 1, "", "plot_rotor_values"], [37, 1, 1, "", "reverse_cut_plane_x_axis_in_plot"], [37, 1, 1, "", "show"], [37, 1, 1, "", "visualize_cut_plane"], [37, 1, 1, "", "visualize_heterogeneous_cut_plane"], [37, 1, 1, "", "visualize_quiver"]], "floris.flow_visualization.VelocityProfilesFigure": [[37, 5, 1, "", "add_profiles"], [37, 5, 1, "", "add_ref_lines"], [37, 5, 1, "", "add_ref_lines_x2"], [37, 5, 1, "", "add_ref_lines_x3"], [37, 4, 1, "", "ax_height"], [37, 4, 1, "", "ax_width"], [37, 4, 1, "", "axs"], [37, 4, 1, "", "coordinate_labels"], [37, 4, 1, "", "deficit_max"], [37, 4, 1, "", "downstream_dists_D"], [37, 4, 1, "", "fig"], [37, 4, 1, "", "layout"], [37, 5, 1, "", "layout_validator"], [37, 5, 1, "", "match_profile_to_axes"], [37, 4, 1, "", "n_cols"], [37, 4, 1, "", "n_rows"], [37, 5, 1, "", "set_xlim"]], "floris.layout_visualization": [[38, 1, 1, "", "get_wake_direction"], [38, 1, 1, "", "label_line"], [38, 1, 1, "", "plot_farm_terrain"], [38, 1, 1, "", "plot_turbine_labels"], [38, 1, 1, "", "plot_turbine_points"], [38, 1, 1, "", "plot_turbine_rotors"], [38, 1, 1, "", "plot_waking_directions"], [38, 1, 1, "", "shade_region"]], "floris.logging_manager": [[39, 2, 1, "", "LoggingManager"], [39, 2, 1, "", "TracebackInfoFilter"], [39, 1, 1, "", "configure_console_log"], [39, 1, 1, "", "configure_file_log"]], "floris.logging_manager.LoggingManager": [[39, 3, 1, "", "logger"]], "floris.logging_manager.TracebackInfoFilter": [[39, 5, 1, "", "filter"]], "floris.optimization": [[41, 0, 0, "-", "layout_optimization"], [49, 0, 0, "-", "other"], [51, 0, 0, "-", "yaw_optimization"]], "floris.optimization.layout_optimization": [[42, 0, 0, "-", "layout_optimization_base"], [43, 0, 0, "-", "layout_optimization_boundary_grid"], [44, 0, 0, "-", "layout_optimization_gridded"], [45, 0, 0, "-", "layout_optimization_pyoptsparse"], [46, 0, 0, "-", "layout_optimization_pyoptsparse_spread"], [47, 0, 0, "-", "layout_optimization_random_search"], [48, 0, 0, "-", "layout_optimization_scipy"]], "floris.optimization.layout_optimization.layout_optimization_base": [[42, 2, 1, "", "LayoutOptimization"], [42, 1, 1, "", "list_depth"]], "floris.optimization.layout_optimization.layout_optimization_base.LayoutOptimization": [[42, 3, 1, "", "nturbs"], [42, 5, 1, "", "optimize"], [42, 5, 1, "", "plot_layout_opt_boundary"], [42, 5, 1, "", "plot_layout_opt_results"], [42, 5, 1, "", "plot_progress"], [42, 3, 1, "", "rotor_diameter"]], "floris.optimization.layout_optimization.layout_optimization_boundary_grid": [[43, 2, 1, "", "LayoutOptimizationBoundaryGrid"]], "floris.optimization.layout_optimization.layout_optimization_boundary_grid.LayoutOptimizationBoundaryGrid": [[43, 5, 1, "", "boundary_grid"], [43, 5, 1, "", "find_lengths"], [43, 5, 1, "", "plot_layout"], [43, 5, 1, "", "reinitialize_bg"], [43, 5, 1, "", "reinitialize_xy"], [43, 5, 1, "", "space_constraint"]], "floris.optimization.layout_optimization.layout_optimization_gridded": [[44, 2, 1, "", "LayoutOptimizationGridded"]], "floris.optimization.layout_optimization.layout_optimization_gridded.LayoutOptimizationGridded": [[44, 5, 1, "", "optimize"], [44, 5, 1, "", "trim_to_circle"]], "floris.optimization.layout_optimization.layout_optimization_pyoptsparse": [[45, 2, 1, "", "LayoutOptimizationPyOptSparse"]], "floris.optimization.layout_optimization.layout_optimization_pyoptsparse.LayoutOptimizationPyOptSparse": [[45, 5, 1, "", "add_con_group"], [45, 5, 1, "", "add_var_group"], [45, 5, 1, "", "compute_cons"], [45, 5, 1, "", "distance_from_boundaries"], [45, 5, 1, "", "get_optimized_locs"], [45, 5, 1, "", "parse_opt_vars"], [45, 5, 1, "", "parse_sol_vars"], [45, 5, 1, "", "space_constraint"]], "floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread": [[46, 2, 1, "", "LayoutOptimizationPyOptSparse"]], "floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.LayoutOptimizationPyOptSparse": [[46, 5, 1, "", "add_con_group"], [46, 5, 1, "", "add_var_group"], [46, 5, 1, "", "compute_cons"], [46, 5, 1, "", "distance_from_boundaries"], [46, 5, 1, "", "mean_distance"], [46, 5, 1, "", "parse_opt_vars"], [46, 5, 1, "", "parse_sol_vars"], [46, 5, 1, "", "plot_layout_opt_results"], [46, 5, 1, "", "space_constraint"]], "floris.optimization.layout_optimization.layout_optimization_random_search": [[47, 2, 1, "", "LayoutOptimizationRandomSearch"], [47, 1, 1, "", "test_min_dist"], [47, 1, 1, "", "test_point_in_bounds"]], "floris.optimization.layout_optimization.layout_optimization_random_search.LayoutOptimizationRandomSearch": [[47, 5, 1, "", "describe"], [47, 5, 1, "", "optimize"], [47, 5, 1, "", "plot_distance_pmf"]], "floris.optimization.layout_optimization.layout_optimization_scipy": [[48, 2, 1, "", "LayoutOptimizationScipy"]], "floris.optimization.layout_optimization.layout_optimization_scipy.LayoutOptimizationScipy": [[48, 5, 1, "", "optimize"]], "floris.optimization.other": [[50, 0, 0, "-", "boundary_grid"]], "floris.optimization.other.boundary_grid": [[50, 2, 1, "", "BoundaryGrid"], [50, 1, 1, "", "boundary_grid"], [50, 1, 1, "", "discontinuous_grid"], [50, 1, 1, "", "place_boundary_turbines"]], "floris.optimization.other.boundary_grid.BoundaryGrid": [[50, 5, 1, "", "reinitialize_bg"], [50, 5, 1, "", "reinitialize_xy"]], "floris.optimization.yaw_optimization": [[52, 0, 0, "-", "yaw_optimization_base"], [53, 0, 0, "-", "yaw_optimization_tools"], [54, 0, 0, "-", "yaw_optimizer_geometric"], [55, 0, 0, "-", "yaw_optimizer_scipy"], [56, 0, 0, "-", "yaw_optimizer_sr"]], "floris.optimization.yaw_optimization.yaw_optimization_base": [[52, 2, 1, "", "YawOptimization"]], "floris.optimization.yaw_optimization.yaw_optimization_tools": [[53, 1, 1, "", "derive_downstream_turbines"]], "floris.optimization.yaw_optimization.yaw_optimizer_geometric": [[54, 2, 1, "", "YawOptimizationGeometric"], [54, 1, 1, "", "geometric_yaw"]], "floris.optimization.yaw_optimization.yaw_optimizer_geometric.YawOptimizationGeometric": [[54, 5, 1, "", "optimize"]], "floris.optimization.yaw_optimization.yaw_optimizer_scipy": [[55, 2, 1, "", "YawOptimizationScipy"]], "floris.optimization.yaw_optimization.yaw_optimizer_scipy.YawOptimizationScipy": [[55, 5, 1, "", "optimize"]], "floris.optimization.yaw_optimization.yaw_optimizer_sr": [[56, 2, 1, "", "YawOptimizationSR"]], "floris.optimization.yaw_optimization.yaw_optimizer_sr.YawOptimizationSR": [[56, 5, 1, "", "optimize"]], "floris.parallel_floris_model": [[57, 2, 1, "", "ParallelFlorisModel"]], "floris.parallel_floris_model.ParallelFlorisModel": [[57, 5, 1, "", "copy"], [57, 5, 1, "", "get_farm_AEP"], [57, 5, 1, "", "get_farm_power"], [57, 5, 1, "", "get_operation_model"], [57, 5, 1, "", "get_param"], [57, 5, 1, "", "get_turbine_powers"], [57, 3, 1, "", "layout_x"], [57, 3, 1, "", "layout_y"], [57, 3, 1, "", "n_findex"], [57, 3, 1, "", "n_turbines"], [57, 5, 1, "", "optimize_yaw_angles"], [57, 5, 1, "", "run"], [57, 5, 1, "", "set"], [57, 5, 1, "", "set_operation_model"], [57, 5, 1, "", "set_param"], [57, 3, 1, "", "turbulence_intensities"], [57, 3, 1, "", "wind_directions"], [57, 3, 1, "", "wind_speeds"]], "floris.turbine_library": [[59, 0, 0, "-", "turbine_previewer"], [60, 0, 0, "-", "turbine_utilities"]], "floris.turbine_library.turbine_previewer": [[59, 2, 1, "", "TurbineInterface"], [59, 2, 1, "", "TurbineLibrary"]], "floris.turbine_library.turbine_previewer.TurbineInterface": [[59, 5, 1, "", "from_library"], [59, 5, 1, "", "from_turbine_dict"], [59, 5, 1, "", "from_yaml"], [59, 5, 1, "", "plot_power_curve"], [59, 5, 1, "", "plot_thrust_coefficient_curve"], [59, 5, 1, "", "power_curve"], [59, 5, 1, "", "thrust_coefficient_curve"], [59, 4, 1, "", "turbine"]], "floris.turbine_library.turbine_previewer.TurbineLibrary": [[59, 5, 1, "", "compute_power_curves"], [59, 5, 1, "", "compute_thrust_coefficient_curves"], [59, 5, 1, "", "load_external_library"], [59, 5, 1, "", "load_internal_library"], [59, 5, 1, "", "plot_comparison"], [59, 5, 1, "", "plot_hub_heights"], [59, 5, 1, "", "plot_power_curves"], [59, 5, 1, "", "plot_rotor_diameters"], [59, 5, 1, "", "plot_thrust_coefficient_curves"], [59, 4, 1, "", "power_curves"], [59, 4, 1, "", "thrust_coefficient_curves"], [59, 4, 1, "", "turbine_map"]], "floris.turbine_library.turbine_utilities": [[60, 1, 1, "", "build_cosine_loss_turbine_dict"], [60, 1, 1, "", "check_smooth_power_curve"]], "floris.type_dec": [[61, 2, 1, "", "FromDictMixin"], [61, 1, 1, "", "convert_to_path"], [61, 1, 1, "", "floris_array_converter"], [61, 1, 1, "", "floris_numeric_dict_converter"], [61, 1, 1, "", "iter_validator"]], "floris.type_dec.FromDictMixin": [[61, 5, 1, "", "as_dict"], [61, 5, 1, "", "from_dict"]], "floris.uncertain_floris_model": [[62, 2, 1, "", "ApproxFlorisModel"], [62, 2, 1, "", "UncertainFlorisModel"], [62, 1, 1, "", "map_turbine_powers_uncertain"]], "floris.uncertain_floris_model.UncertainFlorisModel": [[62, 5, 1, "", "copy"], [62, 3, 1, "", "core"], [62, 5, 1, "", "get_expected_farm_power"], [62, 5, 1, "", "get_farm_AEP"], [62, 5, 1, "", "get_farm_power"], [62, 5, 1, "", "get_turbine_powers"], [62, 3, 1, "", "layout_x"], [62, 3, 1, "", "layout_y"], [62, 3, 1, "", "n_findex"], [62, 3, 1, "", "n_turbines"], [62, 5, 1, "", "reset_operation"], [62, 5, 1, "", "run"], [62, 5, 1, "", "run_no_wake"], [62, 5, 1, "", "set"], [62, 3, 1, "", "turbulence_intensities"], [62, 3, 1, "", "wind_directions"], [62, 3, 1, "", "wind_speeds"]], "floris.utilities": [[63, 2, 1, "", "Loader"], [63, 1, 1, "", "check_and_identify_step_size"], [63, 1, 1, "", "cosd"], [63, 1, 1, "", "load_yaml"], [63, 1, 1, "", "make_wind_directions_adjacent"], [63, 1, 1, "", "nested_get"], [63, 1, 1, "", "nested_set"], [63, 1, 1, "", "print_nested_dict"], [63, 1, 1, "", "pshape"], [63, 1, 1, "", "reverse_rotate_coordinates_rel_west"], [63, 1, 1, "", "rotate_coordinates_rel_west"], [63, 1, 1, "", "round_nearest"], [63, 1, 1, "", "round_nearest_2_or_5"], [63, 1, 1, "", "sind"], [63, 1, 1, "", "tand"], [63, 1, 1, "", "wind_delta"], [63, 1, 1, "", "wrap_180"], [63, 1, 1, "", "wrap_360"]], "floris.utilities.Loader": [[63, 5, 1, "", "include"], [63, 4, 1, "", "yaml_constructors"]], "floris.wind_data": [[64, 2, 1, "", "TimeSeries"], [64, 2, 1, "", "WindDataBase"], [64, 2, 1, "", "WindRose"], [64, 2, 1, "", "WindRoseWRG"], [64, 2, 1, "", "WindTIRose"]], "floris.wind_data.TimeSeries": [[64, 5, 1, "", "assign_ti_using_IEC_method"], [64, 5, 1, "", "assign_ti_using_wd_ws_function"], [64, 5, 1, "", "assign_value_piecewise_linear"], [64, 5, 1, "", "assign_value_using_wd_ws_function"], [64, 5, 1, "", "to_WindRose"], [64, 5, 1, "", "to_WindTIRose"], [64, 5, 1, "", "unpack"]], "floris.wind_data.WindDataBase": [[64, 5, 1, "", "check_heterogeneous_inflow_config"], [64, 5, 1, "", "set_layout"], [64, 5, 1, "", "unpack"], [64, 5, 1, "", "unpack_for_reinitialize"], [64, 5, 1, "", "unpack_freq"], [64, 5, 1, "", "unpack_value"]], "floris.wind_data.WindRose": [[64, 5, 1, "", "aggregate"], [64, 5, 1, "", "assign_ti_using_IEC_method"], [64, 5, 1, "", "assign_ti_using_wd_ws_function"], [64, 5, 1, "", "assign_value_piecewise_linear"], [64, 5, 1, "", "assign_value_using_wd_ws_function"], [64, 5, 1, "", "downsample"], [64, 5, 1, "", "plot"], [64, 5, 1, "", "plot_ti_over_ws"], [64, 5, 1, "", "plot_value_over_ws"], [64, 5, 1, "", "read_csv_long"], [64, 5, 1, "", "resample_by_interpolation"], [64, 5, 1, "", "unpack"], [64, 5, 1, "", "upsample"]], "floris.wind_data.WindRoseWRG": [[64, 5, 1, "", "get_heterogeneous_wind_rose"], [64, 5, 1, "", "get_wind_rose_at_point"], [64, 5, 1, "", "plot_wind_roses"], [64, 5, 1, "", "read_wrg_file"], [64, 5, 1, "", "set_layout"], [64, 5, 1, "", "set_ti_table"], [64, 5, 1, "", "set_wd_step"], [64, 5, 1, "", "set_wind_speeds"], [64, 5, 1, "", "unpack"]], "floris.wind_data.WindTIRose": [[64, 5, 1, "", "aggregate"], [64, 5, 1, "", "assign_value_piecewise_linear"], [64, 5, 1, "", "assign_value_using_wd_ws_ti_function"], [64, 5, 1, "", "downsample"], [64, 5, 1, "", "plot"], [64, 5, 1, "", "plot_ti_over_ws"], [64, 5, 1, "", "plot_value_over_ws"], [64, 5, 1, "", "read_csv_long"], [64, 5, 1, "", "resample_by_interpolation"], [64, 5, 1, "", "unpack"], [64, 5, 1, "", "upsample"]]}, "objnames": {"0": ["py", "module", "Python module"], "1": ["py", "function", "Python function"], "2": ["py", "class", "Python class"], "3": ["py", "property", "Python property"], "4": ["py", "attribute", "Python attribute"], "5": ["py", "method", "Python method"]}, "objtypes": {"0": "py:module", "1": "py:function", "2": "py:class", "3": "py:property", "4": "py:attribute", "5": "py:method"}, "terms": {"": [6, 7, 8, 12, 13, 19, 20, 26, 29, 35, 36, 38, 42, 45, 57, 59, 60, 62, 64, 68, 69, 71, 74, 76, 78, 79, 83, 84, 85, 86, 87, 89, 90, 92, 96, 99, 106, 107, 109, 111, 112, 114, 115, 116, 117, 123, 124, 125, 126, 127, 128, 129, 130, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142], "0": [3, 6, 7, 8, 19, 20, 21, 24, 26, 28, 29, 30, 31, 33, 34, 35, 36, 37, 38, 44, 47, 50, 52, 53, 54, 55, 56, 57, 59, 60, 61, 62, 63, 64, 65, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 128, 129, 131, 132, 133, 135, 136, 138, 139, 140, 141, 142], "00": [79, 83, 86, 105, 106, 109, 129, 131, 139], "000": [38, 85, 128, 139], "0000": 69, "000000e": [83, 86], "000005e": 86, "000025e": 86, "0000354608371065": 86, "0000354608371067": 86, "000035e": 86, "001": [38, 50, 60, 93, 94, 97], "0022997713634362762": 106, "002993e": 86, "003": [77, 85, 96], "003155e": 86, "004": [20, 30], "006900e": 86, "007674e": 86, "007874e": 86, "007914e": 86, "007921e": 86, "007944748375735": 86, "0079447483757351": 86, "007945e": 86, "01": [62, 74, 78, 79, 86, 105, 110, 111, 116, 142], "0118889215": 28, "0126238857425684e": 106, "013095e": 86, "013118e": 86, "014190e": 105, "015": 93, "015314e": 86, "015f6874": 69, "015f6874c320efee2c0d1ae76eea4a5b043d69d6": 69, "01684c85": 69, "01684c8559604344bd09791268131819a09770a8": 69, "017900e": 86, "01a02d5f": 69, "01a02d5f91b2f4a863eebe88a618974b0749d1c4": 69, "02": [64, 74, 86, 105, 106], "020444e": 86, "022027e": 106, "022063": [34, 68], "02475670110869": 105, "025": 85, "027": 85, "028029389": 142, "02_visual": 96, "03": [78, 86, 93], "0303": 69, "032036": 68, "032241e": 86, "033764e": 86, "033765e": 86, "033878e": 105, "036": 127, "036191e": 105, "039764341504759e": 105, "03def": 69, "03deffeda91fa8d8ab188d57b9fa302a7be008e0": 69, "03e1f461": 69, "03e1f461c152e4f221fe92c834f2787680cf5772": 69, "04": [33, 34, 84, 85, 86, 100, 107], "041029e": 86, "042592e": 105, "043000e": 105, "04338242": 138, "044059e": 105, "044429e": 105, "044430e": 105, "044483e": 105, "044523e": 105, "044561e": 105, "044633e": 105, "044640e": 105, "044734e": 105, "044745e": 105, "0448379988083718": 105, "044838e": 105, "044839e": 105, "044841e": 105, "04549239944748475": 106, "046487e": 86, "046525e": 86, "046548e": 86, "046624e": 86, "046658e": 86, "046683e": 86, "0466852786523961": 86, "0466852786523977": 86, "046685e": 86, "047025e": 86, "047028e": 86, "048426e": 105, "05": [21, 31, 74, 83, 86, 87, 100, 105, 115, 123], "0517": 69, "0538": 69, "0563691592": 28, "05b900c2": 69, "05b900c228d427bfa8e531527b546cdeb822cfc9": 69, "06": [64, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 95, 96, 99, 101, 102, 103, 105, 106, 107, 109, 110, 111, 112, 114, 115, 116, 117, 119, 120, 121, 122, 124, 125, 126, 127, 128, 129, 131, 132, 138, 140, 142], "060119e": 86, "062072": 68, "063d8b58": 69, "063d8b58464f95520c9887ac4f575e6c1f6880d8": 69, "0648": 69, "0658": 69, "066": 136, "069800e": 86, "07": [37, 64, 72, 83, 124, 128, 142], "0711": 69, "07184796": 142, "07327580901618738": 106, "076": 77, "076252e": 106, "076258e": 106, "0767990155646": 105, "077": [20, 30], "077700e": 86, "0795": 69, "07a45b66": 69, "07a45b66c5facfea06c40bd82e34040c97560640": 69, "08": [86, 106, 142], "0803": 69, "0816": 69, "0818": 69, "0831": 69, "0850": 69, "08575": 142, "0873": 69, "0875": 142, "08780495": 142, "09": 106, "0901326705": 128, "090132672": 128, "0905": 142, "093049e": 86, "095593e": 83, "09683333": 142, "098656": 79, "099863e": 86, "0_d": 71, "0c2adf3": 69, "0c2adf3e702b6427da946a6ba9dbedbea22738b": 69, "0d2bfecc": 69, "0d2bfecc271d561f67050659684b4797af8ee740": 69, "0e9": 96, "0f": [93, 94], "0m": [77, 95, 101, 102, 103, 105, 108, 110, 111, 115, 123, 131, 142], "0rc1": 69, "0th": 72, "1": [3, 5, 6, 7, 16, 19, 20, 21, 24, 28, 29, 31, 35, 36, 37, 38, 44, 47, 54, 57, 59, 60, 62, 64, 65, 68, 69, 70, 71, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 120, 121, 123, 124, 125, 126, 127, 128, 129, 131, 133, 135, 136, 137, 138, 139, 141, 142], "10": [7, 28, 34, 38, 59, 63, 64, 68, 69, 72, 73, 74, 75, 76, 77, 78, 81, 82, 83, 84, 86, 87, 88, 91, 92, 93, 94, 95, 96, 97, 99, 102, 103, 104, 105, 106, 107, 109, 110, 112, 113, 114, 115, 117, 118, 119, 122, 123, 124, 125, 126, 127, 128, 129, 131, 132, 136, 138, 140, 141, 142], "100": [35, 36, 47, 62, 63, 65, 73, 74, 76, 77, 78, 79, 84, 85, 87, 91, 92, 93, 94, 96, 97, 101, 103, 104, 105, 106, 107, 113, 114, 115, 116, 118, 119, 120, 123, 124, 125, 126, 129, 131, 136, 138, 141], "1000": [72, 73, 88, 89, 90, 91, 92, 95, 96, 97, 101, 102, 105, 107, 108, 109, 110, 111, 114, 115, 118, 119, 126, 127, 128, 129, 131, 136, 138, 142], "1008": 87, "1017": [28, 68], "1037": [28, 68], "1056557846636": 105, "106": 105, "1060": 106, "106974859048": 77, "107": 106, "1088": [34, 68], "109": 106, "10d": 126, "10m": 96, "10mw": [113, 140], "11": [28, 59, 64, 68, 69, 87, 100, 105, 106, 109, 112, 118, 125, 127, 128, 131, 141, 142], "110": 118, "111": 136, "112": 105, "114": 106, "115": 81, "116": 81, "116352660": 126, "116581e": 86, "117": 81, "1176825": 142, "118": 81, "119": [81, 139], "12": [59, 64, 68, 69, 80, 81, 84, 85, 86, 87, 93, 94, 97, 105, 106, 111, 114, 118, 126, 127, 128, 129, 131, 136, 141, 142], "120": [81, 115, 127, 128, 129, 142], "1200": [93, 94, 97, 115], "12082426": 142, "121": 129, "123": 105, "123034e": 106, "1232": 110, "123711e": 86, "124": 106, "125": [60, 100, 108, 139], "1250": 73, "1254852": 142, "125994e": 86, "126": [60, 76, 77, 78, 79, 80, 81, 82, 83, 86, 99, 105, 106, 107, 114, 116, 136, 141], "1260": 136, "126458e": 86, "126762e": 86, "126780e": 86, "126833e": 86, "126860e": 86, "1276": 136, "128": 73, "1282800408328353": 86, "1282800408328355": 86, "128280e": 86, "12890e02": 69, "12890e029a7155b074b9b325d320d1798338e287": 69, "129374e": 86, "13": [21, 59, 64, 68, 69, 83, 86, 87, 105, 106, 118, 127, 128, 142], "130": [103, 131], "131": [105, 106], "13143187628657": 105, "1320346": 142, "1327": 77, "13290157": 28, "1341": 54, "135": [64, 125, 142], "1368463": 142, "137010e": 105, "139": 106, "13925": 106, "1399872": 138, "14": [59, 64, 69, 83, 84, 85, 87, 100, 105, 106, 114, 127, 128, 136, 139, 142], "1400": 73, "142": 105, "142882e": 86, "1440": 136, "145": 87, "1450": 73, "14692690": 63, "147": [87, 106], "148": 87, "15": [59, 64, 69, 73, 74, 76, 78, 79, 80, 82, 83, 87, 97, 103, 105, 106, 107, 112, 114, 116, 123, 124, 125, 127, 128, 131, 136, 139, 142], "150": [78, 91, 99, 105, 127, 128, 136, 139, 142], "1500": [73, 109, 127, 141], "15002186203341": 105, "1501": 115, "150100": 115, "1502": 69, "150879730619": 106, "1511": 106, "1512": 87, "151601": 115, "1527164": 105, "153093e": 86, "15330492": 110, "155": 106, "1561": 138, "1572": 69, "158": 99, "159": 105, "159173e": 105, "15d": 126, "15mw": [110, 111, 139, 140], "16": [42, 59, 64, 69, 81, 82, 83, 85, 86, 87, 93, 94, 103, 105, 106, 107, 114, 118, 127, 128, 129, 131, 136, 142], "160673e": 105, "1618": [33, 68], "16222884": 138, "163": [77, 84, 85, 87, 92, 128, 129, 138], "163057e": 106, "164": 106, "1643": 136, "1644": 136, "16505": 106, "166": 106, "16628a0b": 69, "16628a0ba45a675df762245694e0a7666a3478f8": 69, "16666667": 142, "1681": 69, "1682": 69, "169": 105, "16c": 86, "17": [28, 59, 64, 68, 69, 83, 87, 105, 106, 127, 128, 136, 142], "17166538": 72, "1742": [34, 68], "1748551": 142, "1753": [72, 136, 138], "1753951": 142, "1753954": 142, "177117e": 105, "178": 105, "179367259": 28, "1797": 110, "179999374": 106, "18": [59, 64, 69, 83, 84, 85, 87, 105, 106, 114, 127, 128, 139, 142], "180": [63, 103, 127, 128, 129, 142], "180748e": 86, "181": 106, "181902e": 86, "18354292800006533": 117, "1872": 77, "188": 105, "1899": 69, "19": [59, 64, 69, 86, 87, 105, 106, 107, 109, 127, 128, 142], "1905": 69, "1912673": 105, "1915": 83, "1916": 83, "191637": 142, "1917": 83, "1918": 83, "1919": 83, "1920": 83, "192172230131564e": 105, "193010e": 83, "1956935198672": 105, "1962": 110, "197": 105, "1972": 69, "197285e": 105, "198": [106, 139], "1983": [31, 68], "1996": [24, 68], "1d": [36, 64, 72, 136, 137], "1d03a465": 69, "1d03a465593f56c99a64a576d185d4ed17b659f2": 69, "1d84538c": 69, "1d84538c334a502c6ad7df48b8cc2309d6a6436d": 69, "1darrayfloat": 36, "1e": [89, 105], "1e3": [76, 78, 79, 80, 112, 116], "1e6": [83, 92, 93, 94, 105, 106, 117, 123, 138, 142], "1e9": [77, 84, 85, 87, 123, 136, 142], "1f": [83, 100, 101, 105, 106, 112, 126, 136, 139], "1st": 128, "1th": 64, "2": [3, 6, 7, 19, 20, 28, 29, 31, 34, 37, 42, 45, 59, 62, 63, 64, 65, 68, 69, 71, 72, 74, 75, 76, 77, 78, 79, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 109, 110, 112, 113, 114, 115, 116, 118, 121, 122, 123, 124, 125, 126, 127, 128, 129, 131, 135, 136, 137, 138, 139, 141, 142], "20": [59, 64, 69, 74, 84, 85, 86, 87, 90, 94, 96, 99, 105, 106, 107, 109, 111, 114, 115, 117, 122, 123, 127, 128, 129, 138, 140, 141, 142], "200": [36, 37, 73, 74, 91, 93, 94, 96, 97, 99, 101, 103, 104, 113, 114, 115, 119, 131, 141], "2000": [114, 127, 128, 129, 138, 142], "2002": 63, "200541e": 83, "201": 115, "2010": [21, 68], "2016": [16, 19, 20, 29, 68], "2018": [64, 74, 125, 142], "2019": [19, 20, 29, 68], "2020": [28, 33, 34, 64, 68, 74, 115, 125, 142], "2021": [28, 68, 69], "2022": [28, 68, 69, 115], "2023": [54, 69, 86], "2024": [64, 68, 74, 125, 135, 142], "203810e": 86, "2053762": 142, "206": 105, "207": 105, "208611e": 86, "21": [59, 64, 87, 96, 106, 127, 128, 129, 136, 142], "210": [127, 128, 142], "2108": 72, "2108945": 142, "2118292": 142, "211961e": 86, "212410e": 106, "213373e": 105, "214226e": 86, "2142370269715685": 86, "2142370269715692": 86, "214237e": 86, "215": 106, "21685867": 110, "217228e": 86, "218": 105, "218585e": 86, "219": [64, 74, 125, 142], "219889e2": 69, "219889e243ffc69c71b6f7747f5af751d5694de1": 69, "219949e": 105, "22": [19, 59, 64, 69, 86, 87, 106, 118, 127, 128, 142], "2225": 142, "22330688": 142, "2246402": 128, "2248": 101, "225": [35, 60, 105, 112, 114, 115, 139], "226": 105, "2265": [34, 68], "2268": 87, "2272352": 128, "228": 105, "2280015": 128, "2280814": 128, "228863e": 105, "2289690": 128, "2296892": 142, "2297743": 142, "23": [59, 64, 69, 86, 87, 106, 127, 128, 142], "232": 106, "2323303": 128, "2324102": 128, "2342752": 142, "2352": 136, "2354": [69, 136], "236528e": 106, "237": 96, "237300e": 105, "2396": 69, "24": [36, 59, 62, 64, 77, 86, 87, 105, 106, 127, 128, 136, 139, 142], "240": [79, 91, 115, 116, 127, 128, 142], "240651e": 86, "242": 139, "242130e": 86, "242661e": 106, "243072e": 105, "2434": 69, "245": 105, "245428e": 105, "245654e": 106, "245722e": 86, "246186e": 106, "246614e": 106, "246619819884833": 106, "246620e": 106, "246641e": 105, "246692e": 105, "2487": 110, "249": 106, "2496": 136, "25": [52, 54, 55, 56, 57, 59, 64, 69, 74, 75, 77, 84, 86, 87, 95, 97, 101, 102, 103, 105, 106, 107, 114, 115, 117, 123, 127, 128, 131, 136, 138, 139, 142], "250": [76, 78, 82, 93, 94, 97, 99, 103, 115, 124, 125, 131], "2500": [93, 94, 97, 109], "2501": 69, "2508": 69, "251": 115, "251563e": 105, "251980e": 105, "252082e": 105, "252233e": 105, "252392e": 105, "252433893445541": 105, "252434e": 105, "252482e": 105, "252709e": 105, "2530": 69, "254002e": 86, "254067e": 86, "254089791882446": 86, "254089791882447": 86, "254090e": 86, "25489": 70, "2559": 69, "2565": 69, "2567": 69, "2570": 69, "2577": 69, "2581": 69, "2584": 69, "2586": 69, "2587": 69, "2591": 69, "2593": 69, "2596": 69, "25x": 101, "26": [59, 64, 69, 87, 106, 128], "260": [110, 124, 125, 142], "2600": 104, "2604": 69, "2609": 69, "2614": 69, "261863e": 81, "2620": 69, "2625": 69, "2626": 69, "2635": 69, "264": 105, "2640": 69, "2642": 69, "265": [102, 142], "266": 106, "268": 116, "269": [102, 116], "2691": 69, "26f06d44": 69, "26f06d449da208ce64724b1463b07ad20746cbdc": 69, "27": [59, 69, 87, 106, 142], "270": [63, 72, 74, 75, 76, 78, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 100, 101, 102, 103, 106, 110, 111, 112, 114, 115, 116, 117, 119, 120, 121, 122, 123, 124, 125, 127, 128, 131, 133, 136, 138, 140, 142], "270deg": 96, "271": [102, 116], "272": 116, "2743": 69, "2748": 69, "275": [102, 103, 131, 142], "276012e": 83, "2763": 69, "2767": 68, "2772": 69, "2776": 69, "278": 105, "2783": 69, "2791": 69, "2792": 69, "2796": 69, "28": [28, 29, 59, 68, 86, 87, 105, 106, 136], "280": [63, 76, 102, 103, 110, 131, 136, 142], "2800": [69, 101], "2810": 69, "281127e": 86, "2815": [69, 110], "282": [102, 105], "2821": 69, "2827": 69, "283": 106, "2833": 69, "2841": 69, "2843": 69, "2848": 69, "285": [102, 142], "2850": 69, "28513924": 142, "2860": 69, "2876": 69, "28764524967": 79, "28764525089": 79, "2883": 69, "29": [59, 69, 86, 87, 100, 105, 106], "290": [73, 76, 78, 82, 142], "2926": 69, "2929": 69, "293": 106, "2932": 69, "2945": [127, 128, 129], "2950": 69, "2951": 69, "2952": 69, "295852e": 86, "2959": 69, "2961": 69, "2968": 69, "2971": 69, "2973": 69, "2974": 69, "2993": 69, "299559007": 128, "29955901": 128, "2a98428f": 69, "2a98428f9c6fb9bb4302ae09809441bf3e7162b0": 69, "2aa9f2a5": 69, "2aa9f2a55686f2ee5dc407e8e0223eb25176d906": 69, "2d": [6, 35, 36, 37, 38, 64, 93, 94, 113, 142], "2dccbbd0": 69, "2dccbbd0ca67a274a2aeb9996f262014b3137fc0": 69, "2e6": 138, "2f": [77, 79, 84, 85, 86, 87, 96, 106, 117, 123, 126, 136, 139], "2m": 128, "2x2": 136, "3": [7, 12, 19, 28, 37, 38, 53, 59, 60, 62, 63, 64, 68, 69, 71, 72, 73, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 91, 93, 94, 95, 96, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 109, 110, 111, 112, 113, 114, 115, 116, 118, 119, 120, 123, 125, 126, 127, 128, 129, 131, 135, 136, 138, 139, 140, 141, 142], "30": [53, 54, 59, 74, 78, 87, 92, 96, 99, 106, 107, 109, 112, 114, 115, 118, 127, 128, 129, 138, 139, 142], "300": [73, 74, 79, 98, 104, 106, 115, 116, 118, 127, 128, 142], "3000": [93, 94, 97], "300364e": 106, "3004": 69, "3015": 69, "301762021859162e": 105, "3024": 87, "303427e": 105, "3043": 69, "305": 99, "3051": 69, "305484e": 106, "3063": 138, "306803e": 86, "3073": 69, "3074300": 142, "3088": 69, "309625e": 86, "30mwarn": [77, 95, 101, 102, 103, 105, 108, 110, 111, 115, 123, 131, 142], "31": [59, 86, 87, 107, 123], "310": 142, "311": [93, 94], "311498e": 86, "312": [93, 94], "3129": 69, "3140313": 142, "3142": 110, "315": [100, 115, 136], "3152068732": 127, "317": [69, 106], "31837381": 138, "3190": 69, "3194": 69, "319603e": 86, "31fe1b69": 69, "31fe1b69ff863f0a610aec5b22424382ec3cc933": 69, "32": [24, 59, 86, 87, 109], "322843e": 86, "3278": 69, "328": [77, 78, 84, 85, 87, 92, 128, 129, 138], "33": [59, 81, 82, 83, 86, 107], "330": [127, 128, 142], "3307": 69, "334": 106, "33779269": 69, "33779269e98cc882a5f066c462d8ec1eadf37a1a": 69, "33mcomput": [77, 108, 123, 142], "33mdelet": [102, 103, 131], "33mrun": 108, "33msome": 105, "33mthe": [95, 101, 103, 110, 111, 115, 131], "34": [59, 86, 87], "341467e": 86, "341468e": 86, "3417": 72, "344": 106, "345": 81, "348": 81, "34mflori": [77, 95, 101, 102, 103, 105, 108, 110, 111, 115, 123, 131, 142], "35": [59, 87, 100, 102, 107, 136], "350": [63, 115], "3502505": 142, "3507906": 142, "3507908": 142, "351": 81, "354": [72, 81], "354990": 142, "357": [81, 83], "358": [85, 96, 138], "358544e": 106, "359": 96, "3596": 69, "359719e": 86, "36": [59, 87, 142], "360": [38, 44, 63, 74, 77, 80, 81, 83, 86, 99, 100, 105, 107, 109, 126, 136, 142], "3600": 69, "3618": 87, "361989e": 86, "362152e": 86, "362665e": 86, "3628": 69, "3635": 69, "363523383": 128, "3642": 69, "365": [36, 62, 77, 136], "365430e": 106, "365698e": 86, "3673": 69, "3674": 69, "3682": 69, "368359659844": 106, "3689": 69, "3690": 69, "37": [59, 84, 86, 87, 105], "3701": 69, "3708": 69, "3709": 69, "371836e": 106, "3734": 69, "3736": 69, "3742": 69, "375930e": 105, "376": 96, "3775": 69, "378644e": 86, "3799": 69, "38": [20, 30, 59, 105, 109, 123], "3801": 69, "3824": 69, "3825": 69, "383": 85, "3844": 69, "384477e": 106, "3874": [69, 110], "388": 85, "39": [59, 87, 123, 136], "39012544": 136, "3971": 69, "39c46600": 69, "39c466000b1874e06a6f58da9c30bb877fc8d4d2": 69, "3a": 139, "3b": 139, "3d": [6, 35, 74, 91, 126, 136], "3darrayfloat": 36, "3f": [77, 84, 85, 96, 112, 136, 139], "3rd": 136, "3x1": 136, "3x2": 75, "3x3": [7, 126], "4": [7, 19, 29, 33, 37, 47, 56, 57, 59, 64, 65, 68, 69, 70, 72, 73, 74, 76, 78, 80, 81, 83, 84, 85, 86, 87, 88, 91, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 105, 106, 107, 108, 109, 111, 114, 118, 119, 120, 122, 123, 125, 127, 128, 129, 131, 135, 136, 138, 139, 141, 142], "40": [59, 76, 86, 87, 107, 109, 129], "400": [29, 100, 131, 136], "4000": 114, "4014": 69, "4015": 69, "4026": 69, "4028": 69, "40522998": 136, "4059": 87, "4097": 69, "41": [28, 87, 107], "41073165": 142, "41180004": 142, "411879e": 106, "4128": 69, "415": 85, "415379e": 105, "4154": 72, "4177": 69, "419861e": 86, "42": [86, 106, 136], "4201": 69, "4204": 69, "4232": 69, "4236": 69, "425": [64, 125, 142], "42549368": 110, "4258": 69, "4259": 69, "42786184": 136, "4284": 69, "4295": 69, "43": [87, 129], "430": 107, "4317343665346": 106, "432100e": 106, "4327": 69, "432ee7f9": 69, "432ee7f96c1f6cccd05a0034c86c720cdb63a3e6": 69, "4338": 69, "4344": 69, "4357": 69, "436": 138, "4361": 69, "4365": 69, "4375": 69, "4380": 69, "4387": 69, "44": [87, 127, 129], "4412": 69, "4427005": 138, "4429": 69, "4433": 69, "4436": 69, "4441": 69, "4443": 69, "4448": 69, "4449": 69, "4451": 69, "4454": 69, "4458": 69, "4459": 69, "4460": 69, "4469": 69, "4472": 110, "4479292436": 142, "448231e": 106, "448742": 79, "4489": 69, "4490": 69, "45": [87, 129, 142], "450": [69, 103, 131], "4500": [69, 87], "4509": 69, "4524": 69, "452408e": 106, "452425de": 69, "452425de723cc1640d999022389672caf9bffbd0": 69, "4528": 69, "4534": 69, "454492e": 86, "4547": 69, "456134e": 106, "456216e": 106, "4580679": 136, "4581": 69, "45866005": 106, "4589": 69, "45908051": 142, "45917917": 142, "4596": 69, "4599": 69, "46": [87, 105, 107], "4610": 69, "4612": 69, "4616": 69, "4617": 69, "4620": 69, "4622": 69, "4633": 69, "4638": 69, "464356": 142, "4656": 69, "4657": 69, "4659": 69, "466": 101, "4673": 69, "4675": 69, "467957e": 105, "4682": 69, "4695": 69, "4696": 69, "47": [105, 106], "4703": 69, "4704": 69, "47124259": 142, "47398836": 136, "477332082332224e": 106, "48": [84, 85, 87, 107], "4809": 69, "48278202": 142, "483173e": 86, "4832": 69, "485": 96, "4878": 87, "487938e": 105, "49": 129, "490016e": 105, "4904": 69, "49046772": 138, "4905": 69, "4933": 69, "494": 105, "4946": 69, "4966": 69, "498": [77, 84, 85, 87, 129], "498460e": 106, "4985366": 142, "4990": 69, "4a": 138, "4d": [91, 126], "4d23fa6d": 69, "4d23fa6dd78d0497deb4fd62783f0b3ee4204579": 69, "4d528a3d": 69, "4d528a3d6456621a382d409b5145a877b5414b88": 69, "4x4": 136, "5": [7, 38, 44, 53, 56, 57, 59, 60, 63, 64, 68, 69, 72, 74, 77, 78, 79, 81, 82, 83, 84, 85, 86, 87, 91, 92, 93, 94, 96, 97, 100, 101, 103, 105, 106, 107, 108, 109, 110, 111, 112, 114, 115, 116, 117, 118, 124, 125, 126, 127, 128, 129, 131, 136, 138, 139, 141, 142], "50": [53, 81, 82, 83, 84, 86, 87, 88, 90, 91, 103, 107, 109, 115, 123, 131, 136, 142], "500": [43, 45, 46, 72, 73, 75, 89, 90, 93, 94, 97, 98, 101, 102, 103, 104, 110, 111, 113, 114, 117, 118, 119, 120, 121, 122, 123, 127, 128, 129, 131, 138, 142], "5000": 117, "500000e": 83, "500783e": 105, "500884e": 106, "500m": [101, 104], "5035": 69, "504": 87, "5055": 69, "5059": 69, "506": [19, 20, 29, 68, 138], "5062": 69, "5071": 69, "5079": 69, "50914580386017": 142, "51": [87, 107], "5110": 69, "5126": 69, "515104e": 106, "5155": 87, "51651458": 142, "517815e": 86, "518": 130, "518255e": 106, "518256e": 106, "5194": [28, 64, 68, 74, 125, 142], "52": [107, 109], "523849": 142, "5264": 87, "53": [87, 109], "53008780": 142, "533901e": 86, "5344544204": 142, "534751e": 106, "535": 70, "54": [106, 107], "540": 104, "5400": 115, "541": [19, 20, 29, 68], "5449": 69, "545": 77, "547760e": 106, "55": [87, 105, 107, 129], "550089e": 106, "55426108": 142, "556238165537447": 142, "556498e": 106, "558": 136, "558203e": 86, "559": [21, 68], "5594193344": 128, "56": [69, 87, 105, 107, 129], "561": 70, "5610": 69, "562": 70, "562982e": 106, "56299": 105, "565508e": 86, "567": 73, "57": [107, 129, 136], "572": [21, 68], "5741": 69, "5750": 69, "5754": 69, "575627e": 105, "5775": 69, "5793": 69, "579974e": 86, "58": [20, 30, 87, 107, 117, 129], "5815": 69, "5817": 69, "583": 106, "583923e": 106, "5852": 69, "5855": 69, "58823": 105, "59": [77, 106, 107, 123, 129], "590506e": 105, "5913": 69, "591718e": 106, "5919": 69, "5926": 69, "593341e": 106, "5934": 69, "5936": 69, "5957": 69, "5973": 69, "5974": 69, "5979": 69, "5980": 69, "5987": 69, "598850e": 106, "598999e": 105, "5990": 69, "5992": 69, "599506e": 106, "5997": 69, "59e53a66": 69, "59e53a66aef134a3c9e912f9468ca667b599d4e5": 69, "5d": [108, 109, 126], "5deg": 79, "5e5bb7f4": 69, "5e5bb7f4e653621e7a81ff4bcaa27dbc1f759de7": 69, "5e6": [75, 78], "5mw": [60, 75, 78, 105, 106, 107, 113, 114, 138, 140], "5x5": 69, "6": [19, 21, 29, 33, 59, 64, 68, 69, 74, 76, 78, 79, 80, 81, 83, 84, 85, 86, 87, 97, 100, 101, 103, 105, 106, 107, 109, 114, 116, 118, 120, 123, 124, 126, 127, 128, 129, 131, 136, 139, 141, 142], "60": [47, 87, 103, 107, 109, 112, 116, 127, 128, 129, 131, 142], "600": [47, 69, 115], "6002": 69, "601": 101, "60137709287608": 126, "6015": 69, "6019": 69, "601919e": 105, "6021": 69, "602156e": 105, "6028": 87, "6036": 69, "6038": 69, "6043": 69, "605415e": 105, "6057": 69, "605804e": 105, "607263e": 105, "60771524771": 142, "6091": 69, "61": [24, 68, 106, 107, 109, 117, 139], "610063e": 105, "6105": 110, "6110": 69, "6123": 69, "612383e": 86, "6124d2a8": 69, "6124d2a82a7a823722210bc2e8516d355ba19eb3": 69, "6125": 69, "6127": 69, "6133": 138, "6138": 69, "61400": [64, 74, 124, 142], "6146": 69, "6151": 69, "6185": 69, "6198": 106, "62": [84, 87, 117], "6209": 69, "623317e": 105, "62338371": 128, "623653e": 105, "6241": 69, "6243": 69, "624512e": 105, "6289": 69, "629": [107, 108], "629932e": 106, "63": [87, 107, 109], "630": [96, 136], "6300": 69, "6301": 138, "6348": 69, "636250e": 86, "6367": 69, "637839e": 106, "64": [105, 129, 136], "643": 136, "6432": 69, "644": 136, "6473": 69, "65": [87, 105, 109, 115, 129], "651": 138, "651708e": 106, "651905e": 105, "65196401": 142, "652021e": 105, "65360161": 128, "654785e": 106, "655061": 142, "6596": [34, 68], "66": [81, 82, 83, 86, 106, 109], "660": [106, 136], "661": 136, "662120e": 106, "662462e": 106, "662467e": 106, "662471e": 106, "662824e": 106, "6629687131985063": 106, "66812027": 142, "66815478": 138, "66dafc08": 69, "66dafc08bd620d96deda7d526b0e4bfc3b086650": 69, "67": 87, "67104dd7": 69, "67104dd714de939be136646af68edd9643ddfcd3": 69, "672589453": 142, "67310219": 136, "67666825": 110, "67803679": 110, "67991402794001": 105, "68": [28, 106, 136], "683": 136, "68478734": 136, "68483228": 142, "6867": 69, "6876471": 128, "68820b71": 69, "68820b715ed6b2c981aa11d29c0102e879280d79": 69, "69": 87, "693": 89, "6937388": 142, "695137e": 86, "6955238": 106, "698": 105, "6b9d6bb8": 69, "6b9d6bb8bec6e3ea548f5858e2a8ea5986264fc8": 69, "6c3ddb48": 69, "6c3ddb48b59d286899a8efd5989d741f86c4ade3": 69, "6c4f70ff": 69, "6c4f70ffbf3d4d2922d41d0032ae1b93d8a23c99": 69, "6d": 109, "6e3": 88, "6e6": 88, "7": [20, 38, 59, 64, 68, 69, 74, 81, 82, 83, 86, 87, 93, 94, 98, 100, 101, 103, 105, 106, 107, 109, 114, 115, 118, 123, 124, 125, 127, 128, 129, 131, 136, 141, 142], "70": [87, 109], "700": 118, "71": [24, 68, 136], "711141e": 86, "719": 136, "72": [87, 105, 107, 116, 127, 129, 136], "720": 91, "729168e": 86, "729169e": 86, "73": [86, 105, 127, 129], "731003": 142, "731595096999968": 117, "733065e": 105, "733127e": 105, "733173e": 105, "733210e": 105, "733258e": 105, "733298e": 105, "733323e": 105, "733350e": 105, "733381e": 105, "733405e": 105, "733430e": 105, "734403997198363": 126, "737": 72, "74": [87, 105, 109, 129], "741": 68, "7432782194630137e": 106, "74431841": 142, "74466975": 110, "74539303": 110, "74778713": 142, "748039e": 105, "75": [84, 85, 87, 103, 106, 109, 115, 129, 131, 142], "750": [73, 115], "753": 136, "756": 87, "76": [78, 84, 85, 109, 123], "76236629": 110, "763045e": 106, "76412771": 142, "764167e": 106, "764168e": 106, "76742879": 69, "76742879c81c9baced49b9fc60abbf1d2eba65ff": 69, "767958e": 106, "768057e": 106, "768156e": 106, "768251e": 106, "77": [87, 109], "77709894": 138, "778": 138, "77ea50d9": 69, "77ea50d9bd5d01f7110dbebf1ba689a25eee9d96": 69, "77fa7155": 69, "77fa7155d55bdf3fd43e29f58fe57feffcb107cf": 69, "78": [106, 109, 136], "780aef7c": 69, "780aef7c7b4b9cafea3e323d536a34a4af5818b4": 69, "7818": 69, "7824": 69, "78380287": 98, "784555": 98, "784796e": 105, "78894454": 142, "78a953b7": 69, "78a953b7ef9a36b62e5b446c80ed68abfddbfb74": 69, "79": 87, "7928": 69, "794": 105, "796398400378": 105, "79700509": 72, "7971": 69, "7996863251832383e": 105, "7c879f1c": 69, "7c879f1ce18b52d9b0a8eecf877d03e66afc975b": 69, "7d": 118, "8": [24, 38, 54, 59, 60, 64, 68, 69, 71, 72, 73, 74, 75, 76, 78, 80, 81, 82, 83, 84, 85, 86, 87, 89, 90, 91, 93, 94, 95, 96, 97, 99, 100, 101, 102, 103, 104, 105, 106, 107, 109, 110, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 127, 128, 129, 131, 132, 135, 136, 138, 139, 140, 141, 142], "80": [63, 77, 84, 85, 87, 92, 109, 115, 128, 129, 138], "800": 136, "80021": 79, "8026": 69, "805289e": 106, "806": [19, 20, 29, 68], "8062": 69, "80999": 142, "81": [87, 109], "812002": 142, "814488e": 86, "815898e": 106, "8174": 69, "818055e": 105, "819653e": 86, "82": [86, 87, 100, 106], "824111e": 86, "824112e": 86, "8285": 69, "8293": 69, "83": [81, 82, 83, 86, 105], "8302": 69, "8315": 69, "838": 136, "8385": 69, "84": [87, 109], "8436fd78": 69, "8436fd78b002e5792f5d0dd1409332d171036d49": 69, "8448": 69, "845": 85, "8460": 69, "84672946": 136, "8472": 69, "8493": 69, "8499": 69, "85": [24, 68, 85, 87, 100, 109, 136], "8508": 69, "851": 85, "8523": 69, "8540": 69, "8566": 69, "85720431": 136, "859063e": 86, "85dadb1a": 69, "85dadb1a566c9fa8dc84cb9837b98bd5d23b8d58": 69, "86": [87, 109, 136], "8601": 69, "861": 96, "8683": 69, "8685": 69, "86866219604246": 105, "869": 136, "87": [84, 87, 109], "8736": 69, "8744": 69, "8745": 69, "8756": 69, "8760": [36, 62], "876937": 142, "87711173": 128, "88": [60, 75, 100, 108, 114, 139], "881560e": 106, "8817": 69, "883606": 142, "8850": 69, "8864": 69, "8872": 69, "887263e": 86, "887290e": 86, "8874": 69, "888": 73, "8890": 69, "89": 87, "8900": 69, "890530e": 106, "8908ab47": 69, "8908ab47eaa8a3d7e7c9126484b524f751e41f55": 69, "8914": 69, "891421e": 106, "892545e": 105, "8928": 69, "8931": 69, "8933": 69, "8940": 69, "8943": 69, "8961": 69, "8963": 69, "8965": 69, "8973": 69, "8976": 69, "8982": 69, "8983": 69, "898667e": 106, "8987": 69, "898753e": 106, "8990": 69, "8993": 69, "8a2c1a61": 69, "8a2c1a610295c007f0222ce737723c341189811d": 69, "8c637b36": 69, "8c637b36b66069b216cb94ae87d4c0a91e9b211": 69, "8d": 126, "8ece0f5f": 69, "8ece0f5f7d3bfd66f4f83198debf5627344af534": 69, "9": [24, 59, 64, 68, 69, 74, 75, 76, 81, 86, 87, 100, 105, 106, 107, 109, 110, 114, 119, 120, 124, 125, 126, 127, 128, 129, 131, 136, 141, 142], "90": [50, 60, 63, 73, 87, 93, 94, 96, 97, 99, 100, 101, 103, 104, 106, 113, 114, 118, 126, 127, 128, 129, 131, 136, 139, 141, 142], "900": [73, 107, 129], "9001": 69, "9005": 69, "9035": 69, "904": 136, "9040": 69, "904556e": 106, "9047": 69, "9049": 69, "905230e": 106, "9075": 69, "9079128589733": 106, "9089": 69, "9094": 69, "91": [87, 107, 129], "9106": 69, "911": [28, 68], "9114": 69, "9129": 69, "9133": 69, "91342938814": 142, "91346193": 128, "913461933": 128, "9138": 69, "9155": 69, "91825968": 142, "91982043": 110, "92": [75, 136], "92084444": 110, "9229": 69, "924128e": 86, "926": [84, 85], "93": [87, 105, 109], "9320": 69, "932029e": 106, "9326": 69, "93272": 77, "9328": 69, "9346": 69, "93523471": 110, "9398": 69, "94": [87, 105, 107], "94196119": 142, "9434": 69, "94522331": 72, "95": [87, 103, 118, 131, 136], "9525": 142, "95262087": 142, "95445918": [72, 136, 138], "954488e": 86, "96": 87, "961907e": 106, "96499273": 142, "96867047": 72, "9698994858535": 105, "9702431": 110, "97368581": 98, "973817": 123, "975943e": 86, "976532": 123, "976581": 123, "97881511": 142, "98": [87, 131], "9817992590079": 106, "98384374": 142, "98b23f3d": 69, "98b23f3d517481b127f190f5f8b7ebfae7f8b6b2": 69, "99": 77, "99076413": 72, "99264276": 129, "99422466": 129, "997854e": 86, "9982009": 129, "9983353": 129, "99834242": 129, "99853356": 129, "99856493": 129, "99856539": 129, "99861915": 129, "99875748": 129, "999": 105, "99933038": 129, "99942091": 129, "99971275": 129, "99973099": 129, "9997543": 129, "99975763": 129, "99976421": 129, "99981923": 129, "9998806": 129, "99991779": 129, "99992206": 129, "99992897": 129, "99995012": 129, "99997074": 129, "99998742": 129, "99999074": 129, "9999908": 129, "99999696": 129, "99999905": 129, "99999915": 129, "999999999534": 106, "9b4e85cf": 69, "9b4e85cf1b41ba7001aaba1a830b93e176f3dd43": 69, "9c73a41": 69, "9c73a41eaca95bb718ac79980a1799dfa1c48cf3": 69, "9e96d6c4": 69, "9e96d6c412b64fe76a57e7de8af3b00c21d18348": 69, "9f93ad9b": 69, "9f93ad9bf85e4a0e6baf5b62ea4b3ef143729861": 69, "A": [5, 6, 7, 8, 12, 19, 20, 24, 28, 29, 31, 33, 34, 35, 36, 37, 38, 42, 45, 48, 53, 57, 59, 61, 63, 64, 68, 70, 71, 74, 88, 90, 95, 96, 126, 132, 133, 134, 138, 140, 141, 142], "And": [7, 87], "As": [11, 37, 64, 71, 130, 137, 138, 140, 141, 142], "At": [36, 64, 67, 136, 140, 141], "Be": 70, "But": 142, "By": [64, 74, 75, 137, 142], "For": [7, 9, 11, 16, 31, 33, 34, 36, 37, 61, 65, 70, 73, 74, 75, 78, 79, 83, 88, 90, 94, 101, 103, 104, 110, 112, 113, 116, 129, 131, 133, 135, 136, 138, 139, 140, 141, 142], "If": [7, 12, 36, 37, 38, 39, 42, 45, 57, 60, 61, 62, 63, 64, 70, 74, 77, 95, 101, 102, 103, 108, 116, 131, 132, 133, 135, 140, 142], "In": [7, 15, 16, 53, 62, 65, 68, 70, 71, 72, 73, 80, 82, 87, 88, 90, 95, 96, 101, 105, 110, 123, 126, 127, 129, 133, 136, 139, 140, 142], "It": [3, 5, 26, 36, 62, 64, 66, 67, 70, 72, 74, 76, 87, 101, 103, 106, 107, 110, 132, 135, 136, 137, 138, 139, 141, 142], "Its": [86, 140], "No": [11, 33, 34, 57, 76, 127, 137], "Not": [7, 36, 62, 74, 87, 115], "ON": 39, "Of": 60, "On": 140, "One": [37, 60], "That": [36, 70, 138], "The": [2, 4, 5, 6, 7, 8, 12, 13, 15, 16, 17, 19, 20, 22, 24, 25, 26, 28, 29, 31, 32, 36, 37, 38, 39, 42, 44, 45, 48, 53, 57, 59, 60, 61, 62, 63, 64, 67, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 83, 84, 85, 86, 87, 88, 90, 92, 95, 96, 100, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 113, 116, 123, 125, 126, 127, 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142], "Then": [7, 37, 70, 116, 137, 138], "There": [70, 72, 74, 136, 138, 139, 140, 141, 142], "These": [20, 36, 57, 62, 67, 70, 100, 110, 128, 133, 138, 140, 141, 142], "To": [53, 57, 62, 70, 71, 78, 106, 137, 138, 140], "With": [37, 76, 92, 96, 110, 133, 135, 138], "_": [11, 36, 71, 100, 106, 121, 126, 129, 136, 137], "__init__": [2, 135], "__main__": [85, 100, 107, 108, 109, 129], "__name__": [85, 100, 107, 108, 109, 129], "_attr_floris_filt": 61, "_build": 70, "_coeffici": 60, "_description_": [11, 136], "_get_initial_and_final_loc": 129, "_j": 71, "_optim": 106, "_regression_test": 70, "_type_": [11, 136], "_unit_test": 70, "_v4": 140, "_x": 136, "_y": 136, "a23241bb": 69, "a23241bb9e45078e36a4662d48c9d3fe0c3316e4": 69, "a325819b": 69, "a325819b3b03b84bd76ad455e3f9b4600744ba14": 69, "a53": [28, 68], "a_": [28, 71, 138], "a_f": 28, "a_fit": 126, "a_i": 71, "a_j": 71, "a_test": 126, "ab": [105, 107, 109, 131], "ab032826": 69, "ab03282623d0262b20b8c132efcdcace2dace766": 69, "abil": [74, 89, 138], "abl": [61, 71], "about": [36, 50, 63, 70, 73, 128, 131, 140], "abov": [60, 64, 70, 71, 75, 76, 81, 82, 83, 84, 85, 87, 102, 103, 117, 126, 128, 131, 133, 136, 137, 142], "abruptli": 141, "absolut": [4, 5, 60, 61, 130, 140], "abstract": [3, 7, 11, 64, 67], "acceler": 137, "accept": [61, 64, 101, 102, 132, 137, 140, 142], "access": [4, 7, 39, 63, 66, 139], "accomplish": [130, 142], "accord": [74, 75, 79, 87, 131, 133], "accordingli": [92, 138], "account": [7, 64, 71, 84, 85, 87, 95, 110, 111, 129, 130, 142], "accur": [7, 108, 130, 141], "acheiv": 138, "achiev": [19, 71, 139], "acknowledg": 140, "across": [8, 36, 62, 64, 78, 84, 92, 95, 97, 98, 99, 112, 120, 126, 129, 141, 142], "act": 36, "action": 70, "activ": [130, 132, 135, 138, 140], "actual": [7, 70, 83], "actuat": [11, 71, 138], "ad": [11, 15, 19, 20, 21, 24, 26, 37, 57, 62, 70, 94, 130, 140], "adapt": 89, "add": [9, 11, 16, 37, 38, 59, 61, 62, 70, 71, 79, 80, 88, 93, 94, 100, 126, 130, 141], "add_con_group": [45, 46], "add_profil": [37, 100], "add_ref_lin": 37, "add_ref_lines_x2": [37, 100], "add_ref_lines_x3": 37, "add_subplot": [93, 94, 97, 136], "add_var_group": [45, 46], "addit": [2, 20, 24, 37, 38, 64, 70, 79, 110, 130, 133, 136, 137, 139, 140, 141, 142], "addition": [75, 136, 140], "address": [28, 68, 70], "adescrib": 138, "adjac": 63, "adjust": [12, 36, 62, 71, 75, 96, 137], "adn": 142, "adopt": [65, 70], "advanc": 140, "advantag": 129, "aep": [36, 42, 44, 45, 48, 57, 62, 65, 74, 76, 79, 80, 87, 96, 105, 106, 107, 108, 109, 123, 125, 129, 137, 140, 142], "aep_b": 77, "aep_baselin": [84, 85, 87], "aep_fix": 96, "aep_float": 96, "aep_no_wak": 77, "aep_nom": 79, "aep_opt": [84, 85], "aep_opt_with_neighbor": 87, "aep_opt_without_neighbor": 87, "aep_unc_3": 79, "aep_unc_5": 79, "aep_uplift": [84, 85], "aep_uplift_with_neighbor": 87, "aep_uplift_without_neighbor": 87, "aerodynam": [24, 68, 136], "aesthet": [93, 94], "affect": [9, 11, 53, 67, 71, 130, 138], "afmodel": 117, "after": [5, 12, 15, 16, 17, 54, 63, 70, 72, 76, 136], "afterward": 67, "again": [70, 77, 87, 138, 139, 140, 142], "against": [64, 139], "agel": [19, 20, 29, 68, 141], "aggreg": [64, 74, 126], "aggress": 137, "ai": 24, "aid": [71, 140], "aim": 71, "air": [12, 35, 36, 57, 60, 75, 112, 133, 134, 139], "air_dens": [6, 8, 11, 12, 35, 36, 57, 75, 112, 133], "al": [33, 54, 64, 115, 141], "algorithm": [9, 67, 70, 107, 136, 137, 141], "align": [11, 63, 70, 76, 89, 115, 136, 137], "all": [2, 5, 7, 11, 20, 22, 26, 36, 37, 38, 39, 52, 54, 55, 57, 59, 61, 62, 64, 65, 69, 70, 71, 72, 74, 85, 89, 97, 98, 99, 100, 106, 116, 118, 126, 127, 128, 131, 133, 136, 137, 138, 139, 140, 142], "allow": [36, 37, 39, 53, 57, 61, 62, 67, 70, 71, 74, 84, 87, 88, 92, 129, 130, 131, 136, 137, 138, 139, 140, 141, 142], "almost": 100, "alon": 128, "along": [36, 37, 43, 50, 60, 64, 70, 71, 100, 115, 119, 128, 138, 141], "alpha": [20, 30, 38, 71, 115, 127], "alpha_mod": 28, "alreadi": [95, 135], "also": [5, 11, 12, 70, 71, 74, 76, 85, 86, 88, 89, 90, 96, 97, 103, 110, 114, 129, 135, 136, 138, 139, 140, 141, 142], "alter": [137, 138], "altern": [64, 108, 135, 139], "although": 105, "alwai": [7, 20, 100], "ambient": [24, 25, 26, 74, 101, 104, 131, 142], "ambient_ti": [24, 25, 34], "ambient_turbulence_intens": 33, "amin": 68, "amount": [20, 45, 61, 83, 136], "amplitud": [12, 71, 91, 138], "an": [3, 4, 5, 6, 7, 8, 11, 12, 22, 24, 25, 28, 32, 36, 37, 38, 39, 45, 48, 53, 57, 61, 62, 63, 64, 67, 70, 71, 72, 73, 74, 79, 81, 82, 87, 90, 106, 113, 114, 116, 117, 127, 129, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142], "analysi": [5, 66], "analyt": [28, 65, 68], "analyz": [116, 117, 132], "angl": [11, 12, 19, 20, 21, 29, 36, 38, 50, 52, 54, 55, 56, 57, 62, 63, 71, 75, 78, 81, 82, 83, 84, 85, 86, 87, 94, 95, 96, 97, 100, 106, 110, 112, 130, 134, 137, 138, 140], "ani": [2, 3, 4, 5, 6, 7, 8, 9, 11, 12, 19, 20, 21, 22, 25, 28, 29, 30, 31, 32, 33, 34, 36, 37, 38, 53, 57, 59, 61, 63, 67, 70, 71, 112, 134, 136, 137, 138, 140, 142], "annot": 87, "annotate_coordinate_system": 100, "annual": [36, 42, 45, 48, 57, 62, 76, 77, 87, 105, 108, 123, 125, 136, 137, 142], "anoth": 136, "anticip": 71, "antonio": [21, 68], "anyon": 135, "anyth": 75, "anywher": 139, "ao": 65, "apart": 105, "api": [3, 67, 70], "appear": [38, 71], "append": [93, 94, 96, 112, 115, 126, 140], "appli": [15, 16, 17, 24, 36, 62, 70, 71, 74, 79, 81, 82, 83, 84, 85, 87, 88, 101, 102, 103, 104, 112, 116, 128, 138, 141], "applic": [21, 68, 108, 136], "approach": [19, 68, 124, 137, 139], "appropri": [5, 7, 12, 39, 69, 70, 131, 138, 139], "approxflorismodel": [62, 117], "approxim": [7, 62, 64, 71, 74, 86, 125, 142], "ar": [2, 4, 6, 7, 8, 9, 11, 12, 15, 19, 20, 24, 26, 29, 36, 37, 38, 39, 44, 53, 57, 59, 60, 61, 62, 63, 64, 65, 69, 70, 71, 72, 73, 74, 76, 77, 78, 79, 84, 85, 87, 88, 90, 92, 95, 98, 100, 102, 104, 105, 106, 110, 111, 112, 113, 116, 123, 126, 127, 128, 129, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142], "arang": [64, 74, 76, 78, 79, 80, 81, 82, 83, 84, 85, 86, 95, 97, 99, 105, 107, 109, 111, 112, 115, 116, 125, 128, 129, 136, 142], "architectur": 70, "area": [7, 8, 37, 65, 71, 101, 103, 129, 131, 137], "aren": [84, 85, 87], "arg": [4, 5, 6, 7, 8, 9, 11, 12, 13, 15, 16, 17, 19, 20, 21, 24, 26, 29, 35, 36, 37, 38, 39, 42, 43, 45, 50, 53, 57, 59, 60, 61, 62, 63, 64, 136], "arguement": 11, "argument": [4, 11, 39, 59, 64, 70, 73, 108, 114, 125, 127, 132, 136, 137, 138, 139, 140], "around": [7, 20, 37, 38, 102, 137], "arrai": [6, 7, 8, 12, 15, 16, 17, 19, 20, 21, 22, 25, 26, 28, 29, 32, 35, 36, 37, 38, 42, 43, 45, 50, 54, 55, 57, 59, 61, 62, 63, 64, 65, 68, 70, 72, 74, 75, 76, 78, 79, 80, 84, 85, 87, 88, 89, 90, 91, 93, 94, 100, 102, 103, 105, 106, 110, 112, 114, 115, 116, 117, 118, 124, 125, 127, 128, 129, 131, 136, 137, 138, 140, 141, 142], "arrang": [7, 44, 137], "arrow": [37, 87], "arrowprop": 87, "art": 106, "articl": 54, "artist": [106, 127], "as_dict": [61, 93, 94, 100, 111, 141], "aspect": [70, 84], "assess": [16, 68], "assign": [36, 64, 74, 78, 125, 132, 136, 142], "assign_hub_height_to_ref_height": [36, 112], "assign_ti_using_iec_method": [64, 74, 124, 142], "assign_ti_using_wd_ws_funct": [64, 74, 124], "assign_value_piecewise_linear": [64, 74, 125, 142], "assign_value_using_wd_ws_funct": [64, 74, 125, 142], "assign_value_using_wd_ws_ti_funct": 64, "associ": [37, 54, 59, 64, 70, 141], "assum": [36, 53, 54, 57, 59, 62, 64, 95, 102, 108, 110, 126, 130, 131], "assumpt": 136, "astyp": 90, "atmospher": [12, 55, 70, 75, 130, 133, 136, 140], "atmospheric_ti_gain": 26, "attain": 94, "attr": 61, "attribut": [4, 5, 6, 7, 12, 13, 37, 59, 61], "auto": [70, 84], "autogener": [69, 70], "autom": 70, "automat": [7, 59, 70, 100, 102], "avail": [35, 37, 70, 88, 112, 132, 133, 137, 138, 140, 141, 142], "averag": [7, 8, 12, 20, 74, 98, 115, 130], "average_method": [7, 8, 11, 12], "average_u_i": [77, 84, 85, 87, 129], "average_veloc": 8, "avg_v": [77, 78, 84, 85, 87, 92, 128, 129, 138], "avoid": [35, 67, 71, 85, 105, 129, 131], "avp": [36, 45, 48, 105, 123, 125, 142], "awai": 138, "awar": 97, "awc": [12, 71, 91], "awc_added_wake_mix": 29, "awc_amplitud": [5, 11, 12, 36, 57, 71, 91, 138], "awc_amplitude_i": 29, "awc_amplitude_resolut": 62, "awc_amplitudes_sort": 5, "awc_frequ": [5, 36, 57], "awc_frequencies_sort": 5, "awc_frequency_i": 29, "awc_mod": [5, 11, 12, 29, 36, 57, 71, 91, 138], "awc_mode_i": 29, "awc_modes_sort": 5, "awc_wake_denomin": [29, 71], "awc_wake_exp": [29, 71], "awcturbin": [11, 138], "ax": [37, 38, 42, 47, 59, 64, 65, 73, 76, 78, 79, 80, 81, 82, 83, 84, 86, 87, 88, 89, 91, 92, 93, 94, 95, 96, 97, 99, 100, 101, 102, 103, 104, 106, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 129, 131, 136, 138, 141, 142], "ax0": [93, 94], "ax_height": 37, "ax_list": [91, 96, 104, 113], "ax_list2": 91, "ax_pow": 91, "ax_width": 37, "axarr": [64, 73, 76, 78, 79, 81, 82, 83, 86, 89, 90, 95, 102, 103, 111, 112, 116, 118, 123, 124, 125, 126, 127, 128, 129, 131, 136, 142], "axarr_pow_ct": 112, "axhlin": 127, "axi": [5, 8, 35, 37, 64, 91, 92, 98, 100, 106, 126, 127], "axial": [7, 12, 24, 26, 29, 71, 115, 138], "axial_induct": [11, 12, 24, 25], "axial_induction_funct": 12, "axial_induction_i": [19, 20, 26, 29, 30, 31, 32, 34, 70], "axis_label": 69, "b": [7, 28, 64, 68, 70, 71, 78, 95, 100, 129, 135, 138], "b4e538f5": 69, "b4e538f530048fec58eaca5170be82c67dbdcceb": 69, "b796bd0f": 69, "b796bd0fd92ba6b91d590f6cb60bb7ab3bca9932": 69, "b797390a": 69, "b797390a43298a815f3ff57955cfdc71ecf3e866": 69, "b_": [28, 71], "b_0": 71, "b_f": 28, "b_i": 71, "back": 71, "backend": 126, "background": [38, 64, 131], "backward": [64, 102], "bai": [28, 68, 141], "bar": [37, 59, 86, 93, 94, 97], "bar_kwarg": 59, "barplot": 86, "base": [6, 7, 9, 11, 15, 16, 17, 19, 28, 31, 33, 34, 42, 54, 62, 63, 64, 71, 74, 80, 86, 93, 95, 96, 105, 114, 115, 123, 125, 130, 136, 138, 139, 140, 141, 142], "base_aep": [105, 106], "base_avp": 105, "base_pow": 138, "baseclass": [3, 11], "baselin": [12, 29, 81, 82, 83, 84, 85, 86, 87, 91, 111, 138], "basemodel": [3, 13], "baseoperationmodel": 11, "basi": 135, "basic": [65, 94, 112, 113, 127, 131, 139, 142], "bastankhah": [19, 20, 28, 29, 68, 141], "bbox": 100, "bbox_dict": [38, 118], "bbox_to_anchor": 100, "bd": [20, 21], "becaus": [84, 85, 87, 104, 105, 123, 127, 129, 141, 142], "becom": 71, "been": [37, 71, 95, 96, 97, 101, 103, 115, 131, 136, 138, 140, 141], "befor": [4, 8, 12, 50, 86, 100, 135, 136, 140, 142], "begin": [71, 100, 109, 137], "behav": 138, "behavior": [64, 95, 96, 101, 103, 131, 136, 137, 138], "behind": [100, 141], "being": [36, 64, 105, 138, 140], "believ": 20, "belong": [4, 80, 87], "below": [63, 67, 70, 71, 84, 85, 87, 95, 96, 104, 110, 133, 136, 137, 138, 139, 141], "benefit": 106, "besid": 74, "best": [70, 140], "beta": [20, 30], "beta_": 71, "better": 7, "between": [20, 37, 38, 42, 45, 63, 71, 73, 74, 84, 85, 87, 90, 95, 96, 99, 107, 117, 127, 137, 138, 139, 142], "bin": [64, 74, 77, 123, 127, 128, 137, 142], "bin_weight": 64, "binari": 63, "bit": 139, "black": [38, 69, 87, 92, 93, 94, 97, 99, 137, 138], "blade": 134, "blank": 126, "blend": [20, 62, 141], "block": [70, 85, 102, 133], "blockag": [33, 68], "blow": 38, "blue": [69, 137], "bnd": 48, "bo": 90, "bodi": 70, "boilerpl": 61, "bokeh": 69, "bokehj": 69, "book": 70, "bool": [11, 12, 13, 20, 34, 36, 37, 38, 39, 42, 44, 45, 53, 57, 59, 62, 63, 64, 90], "bool_": [8, 12, 36], "boolean": [8, 12, 36, 37, 90, 134], "border_line_alpha": 69, "border_line_color": 69, "border_line_width": 69, "both": [60, 71, 79, 86, 87, 88, 90, 96, 98, 102, 105, 111, 116, 117, 129, 135, 136, 138, 140, 141], "bottom": [37, 54, 70, 95, 130], "bottom_left": 69, "bottom_left_yaw_low": 54, "bottom_left_yaw_upp": 54, "bottom_right_yaw_low": 54, "bottom_right_yaw_upp": 54, "boulder": 64, "bounc": 71, "bound": [6, 7, 37, 38, 84, 87, 101, 103, 118, 131, 136], "boundari": [20, 31, 42, 43, 44, 45, 46, 47, 48, 50, 101, 105, 106, 107, 108, 129, 131, 137, 141], "boundary_grid": 43, "boundary_i": [43, 50], "boundary_setback": 43, "boundary_spac": 43, "boundary_x": [43, 50], "boundarygrid": 50, "box": [38, 65, 96, 101, 102, 118], "boxstyl": 38, "branch": [70, 135], "break": 71, "breakpoint": [29, 71, 93], "breakpoints_d": [29, 71, 93], "bridget": [28, 68], "brief": 70, "bring": 5, "broadcast": [65, 74, 140], "browser": 70, "bucket": 127, "buffer": [63, 129], "bug": [132, 135], "build": [36, 70, 102, 115, 123, 140], "build_cosine_loss_turbine_dict": [60, 114, 115, 140], "build_turbine_dict": 114, "built": [70, 130, 137], "bulk": 136, "bundl": 141, "burk": [16, 68], "button": 70, "c": [16, 28, 30, 64, 68, 71, 96, 100, 115, 135, 138], "c0": [77, 84, 85, 87, 88, 91, 92, 114, 115, 128, 129, 138], "c1": [88, 91, 92, 115], "c2006b00": 69, "c2006b0011a5df036c306c15e75763ec492dafda": 69, "c6bc79b0": 69, "c6bc79b0cfbc8ce5d6da0d33b68028157d2e93c0": 69, "c_": 138, "c_f": 28, "c_s1": 28, "c_s2": 28, "c_t": [71, 138], "cach": 70, "calc_baseline_pow": 52, "calcuat": 106, "calcul": [4, 6, 7, 8, 9, 12, 19, 20, 21, 22, 24, 26, 29, 35, 36, 38, 44, 57, 62, 63, 64, 65, 70, 73, 74, 79, 80, 84, 85, 87, 91, 93, 94, 95, 97, 98, 101, 103, 105, 110, 111, 127, 128, 130, 131, 140, 141, 142], "calculate_area_overlap": 9, "calculate_cross_plan": [36, 91, 93, 94, 104, 113, 120], "calculate_horizontal_plan": [36, 37, 73, 91, 93, 94, 96, 100, 101, 103, 104, 113, 115, 118, 131, 136, 141], "calculate_horizontal_plane_with_turbin": [37, 122], "calculate_no_wak": 140, "calculate_pow": 35, "calculate_speed_up": 6, "calculate_tilt_for_eff_veloc": [5, 95], "calculate_transverse_veloc": 20, "calculate_wak": [36, 140], "calculate_wind_spe": 35, "calculate_y_plan": [36, 91, 93, 94, 96, 97, 104, 113, 119, 131], "call": [4, 11, 36, 39, 64, 72, 74, 78, 110, 127, 140], "callabl": [5, 12, 61], "can": [2, 5, 7, 8, 11, 36, 37, 44, 50, 57, 61, 62, 63, 64, 70, 71, 73, 74, 75, 76, 77, 78, 95, 102, 104, 107, 108, 110, 111, 122, 123, 125, 127, 128, 129, 130, 131, 132, 133, 135, 136, 137, 138, 139, 140, 141, 142], "candid": 137, "cannot": 61, "capabl": [37, 74, 75, 104, 109, 140], "capbl": 133, "captur": [19, 20, 29, 68, 70, 108, 134, 141], "care": [139, 141], "case": [36, 54, 60, 62, 64, 65, 70, 71, 74, 79, 82, 84, 85, 86, 87, 90, 92, 100, 102, 104, 111, 116, 118, 122, 123, 129, 132, 135, 140, 141, 142], "cast": 61, "catch": 70, "categori": 132, "caus": [70, 71, 135], "cax": 84, "cbrt": 98, "cc": [69, 80, 83, 136, 141], "cc_aep": 136, "cc_compute_tim": 136, "cc_solver": 9, "cd": 70, "cd146084": 69, "cd14608474be8561c188d2aa7a772b8ac753fb70": 69, "cdot": [137, 138], "ce": 71, "cell_siz": 126, "center": [7, 19, 29, 50, 63, 64, 70, 131, 133], "center_i": [43, 50], "center_x": [43, 50], "center_x1": 35, "center_x2": 35, "centerlin": [21, 71], "centroid": [7, 63], "certain": [74, 79, 82, 142], "chang": [7, 62, 63, 70, 71, 72, 74, 75, 78, 86, 87, 88, 89, 90, 91, 93, 100, 101, 102, 103, 111, 112, 118, 130, 131, 132, 133, 135, 136, 138, 139, 140], "change_resolut": 35, "charact": 126, "character": [21, 64, 68], "characterist": [24, 67, 68], "characteristic_wake_width": [33, 34], "characterst": 138, "chart": 59, "cheap": 137, "check": [4, 5, 6, 7, 12, 47, 60, 61, 64, 70, 135, 137], "check_and_identify_step_s": 63, "check_coordin": 7, "check_floating_tilt_t": 12, "check_for_cp_ct_correct_flag_if_flo": 12, "check_heterogeneous_inflow_config": 64, "check_i": 5, "check_input_file_for_v3_kei": 4, "check_library_path": 5, "check_power_thrust_t": 12, "check_smooth_power_curv": 60, "check_turbine_definition_for_v3_kei": 5, "check_turbine_typ": 5, "check_x": 5, "checklist": 70, "checkout": [70, 135], "child": 64, "choic": [70, 83], "choos": [70, 133], "chosen": [7, 128, 137, 141], "churchfield": [28, 68], "circl": [7, 69], "circlei": 65, "circlex": 65, "circul": 20, "cl": 61, "clariti": 140, "class": [3, 4, 5, 6, 7, 11, 12, 13, 15, 16, 17, 19, 20, 21, 22, 24, 25, 26, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 39, 42, 43, 44, 45, 46, 47, 48, 50, 52, 54, 55, 56, 57, 59, 61, 62, 63, 64, 70, 72, 74, 79, 116, 117, 124, 125, 126, 136, 137, 138, 139, 140, 142], "classic": [31, 141], "classmethod": [4, 7, 59, 61], "clean": 135, "cleaner": 139, "clear": [39, 67, 75], "clevel": [37, 141], "click_polici": 69, "clip": 123, "clockwis": [38, 71], "clone": [70, 135], "close": [105, 137], "closer": 116, "closest": [38, 110], "cluster": [33, 55, 68, 141], "clym": [16, 68], "cmap": [37, 84, 96, 106], "co": [65, 71, 75, 105, 138], "coars": 122, "code": [21, 22, 25, 32, 61, 64, 66, 67, 102, 115, 136, 138, 140, 141], "code_coverag": 69, "coeffici": [7, 12, 19, 20, 29, 59, 71, 83, 92, 95, 110, 111, 130, 134, 138, 140], "col_new": 115, "col_orig": 115, "collabor": [70, 132], "collaps": 140, "collect": [69, 79, 80, 84, 85, 87, 90, 98, 99, 111, 116, 119, 120, 132, 142], "color": [37, 38, 64, 65, 69, 76, 78, 79, 80, 81, 82, 83, 84, 86, 88, 91, 92, 93, 94, 95, 97, 99, 100, 111, 112, 114, 115, 116, 118, 127, 129, 138], "color_bar": [37, 101, 104], "color_map": 64, "colorado": 64, "colorbar": [37, 84, 96, 106], "colormap": [37, 64], "column": [7, 37, 50, 64, 69, 74, 81, 83, 84, 85, 90, 110, 134, 136], "columndatasourc": 69, "com": [63, 70, 89, 115, 135], "combin": [13, 15, 17, 36, 57, 62, 64, 70, 74, 76, 77, 78, 103, 106, 110, 131, 133, 136, 140, 142], "combination_funct": 13, "combination_model": [13, 133, 141], "combination_plot": 141, "come": [70, 134, 137], "command": [11, 70, 72, 132, 135, 136, 140], "commit": [69, 137], "commit_hash": 69, "commit_hash_8char": 69, "common": 142, "commonli": 37, "commun": [70, 132], "compar": [53, 79, 82, 87, 90, 92, 102, 112, 117, 123, 128, 129, 136, 138], "comparison": [53, 115, 116], "comparison_data": 115, "compat": [64, 102, 140], "compil": 70, "complet": [2, 36, 57, 62, 70, 71, 105, 106, 109, 136], "complex": [67, 71, 104, 109, 136, 137], "compon": [5, 7, 20, 26, 37, 63, 70, 136, 141], "compos": 5, "compress": 35, "comput": [6, 9, 24, 26, 31, 36, 59, 62, 64, 65, 70, 71, 76, 77, 79, 86, 88, 89, 95, 96, 97, 110, 123, 125, 126, 130, 136, 138, 139, 140, 141, 142], "computation": [67, 141], "compute_con": [45, 46], "compute_power_curv": 59, "compute_thrust_coefficient_curv": 59, "compute_tilt_angles_for_floating_turbin": 8, "compute_tilt_angles_for_floating_turbines_map": 8, "compute_zero_freq_occurr": [64, 74, 142], "concaten": 87, "concav": 50, "concentr": 127, "concept": 72, "conceptu": 140, "concurr": 85, "conda": [70, 135], "condit": [12, 19, 20, 29, 36, 37, 48, 52, 55, 57, 62, 64, 65, 68, 70, 72, 73, 74, 75, 76, 78, 88, 90, 97, 101, 102, 104, 105, 108, 110, 111, 116, 123, 125, 130, 131, 133, 134, 136, 137, 138, 140, 142], "condition_kei": [12, 139], "conduct": 132, "cone": 31, "confer": [16, 33, 34, 68], "confid": 70, "config_dict": 59, "configur": [2, 5, 6, 36, 39, 57, 59, 62, 70, 73, 101, 102, 104, 106, 118, 132, 133, 136, 137, 139, 140, 142], "configure_console_log": 39, "configure_file_log": 39, "conflict": [67, 70, 135], "conform": 7, "conftest": 70, "conserv": [53, 137], "consid": [35, 62, 80, 87, 89, 102, 133, 136, 139, 141], "consider": [80, 135, 142], "consist": [7, 20, 64, 67, 70, 71, 133], "consol": [39, 123, 133], "consolid": 67, "const_ct_turb": 115, "constant": [24, 31, 64, 71, 76, 78, 79, 81, 82, 88, 90, 91, 95, 102, 115, 116, 117, 133, 138, 141, 142], "constantct": 115, "constitut": 141, "constrain": 105, "constraint": [85, 137], "construct": [131, 136], "construct_hub_height": 5, "construct_rotor_diamet": 5, "construct_turbine_axial_induction_funct": 5, "construct_turbine_correct_cp_ct_for_tilt": 5, "construct_turbine_map": 5, "construct_turbine_power_funct": 5, "construct_turbine_power_thrust_t": 5, "construct_turbine_ref_tilt": 5, "construct_turbine_thrust_coefficient_funct": 5, "construct_turbine_tilt_interp": 5, "construct_turbine_tsr": 5, "construct_undefin": 63, "construct_yaml_binari": 63, "construct_yaml_bool": 63, "construct_yaml_float": 63, "construct_yaml_int": 63, "construct_yaml_map": 63, "construct_yaml_nul": 63, "construct_yaml_omap": 63, "construct_yaml_pair": 63, "construct_yaml_seq": 63, "construct_yaml_set": 63, "construct_yaml_str": 63, "construct_yaml_timestamp": 63, "contain": [2, 5, 7, 11, 12, 13, 36, 37, 38, 53, 60, 61, 62, 64, 67, 69, 71, 73, 77, 101, 103, 110, 127, 128, 131, 134, 135, 136, 137, 140], "content": [62, 64, 126, 133, 135], "context": 65, "continu": [64, 67, 140], "contour": [37, 38, 93, 94], "contrast": [71, 111], "contribut": [19, 26, 70, 71, 89, 94, 135, 141], "contributor": 70, "control": [19, 20, 29, 38, 53, 64, 68, 74, 75, 78, 83, 116, 125, 130, 136, 138, 140, 141, 142], "conveni": [70, 74, 78, 102, 104, 139], "convers": 132, "convert": [4, 5, 12, 61, 64, 74, 88, 110, 136, 142], "convert_floris_input_v3_to_v4": [135, 140], "convert_floris_turbine_v3_to_v4": 140, "convert_to_path": 61, "convert_turbine_v3_to_v4": [135, 140], "convex": 131, "coodin": 126, "coolwarm": [37, 106], "coord": [21, 36, 54], "coordin": [5, 7, 19, 20, 21, 29, 35, 36, 37, 38, 42, 45, 57, 62, 63, 64, 87, 96, 100, 126, 131, 132, 133, 136, 137], "coordinate_label": [37, 100], "copernicu": [28, 54, 68, 86], "copi": [36, 57, 62, 70, 87, 93, 94, 123, 126], "copyright": 135, "core": [36, 38, 62, 65, 66, 77, 78, 84, 85, 87, 88, 92, 93, 94, 95, 97, 98, 100, 111, 112, 118, 121, 128, 129, 135, 136, 138, 141, 142], "corner": [29, 105, 106, 129], "correct": [6, 7, 12, 38, 39, 70, 95, 110, 111, 130, 133], "correct_cp_ct_for_tilt": [5, 8, 11, 12, 95, 96], "correct_cp_ct_for_tilt_sort": 5, "correctli": 70, "correspond": [7, 36, 69, 70, 72, 100, 133, 137, 138, 141, 142], "cosd": 63, "cosin": [11, 12, 60, 63, 75, 134, 140], "cosine_loss_expon": 75, "cosine_loss_exponent_tilt": [8, 12, 60, 114, 134, 138, 140], "cosine_loss_exponent_yaw": [8, 11, 12, 60, 114, 134, 138, 140], "cosinelossturbin": [11, 138], "cost": [62, 137], "could": [7, 20, 84, 85, 87, 88, 89, 139], "count": 37, "counterclockwis": 138, "coupl": [54, 86, 106, 141], "cover": [101, 103, 131], "coverag": [69, 70], "cp": [12, 35, 93, 94, 95, 96, 112, 133, 134], "cp_arrai": 35, "cp_clr": [93, 94, 97], "cp_l": [93, 94, 97], "cp_lw": [93, 94, 97], "cpl": [93, 94], "cpu": 136, "creat": [3, 4, 5, 6, 7, 36, 37, 38, 59, 61, 62, 64, 65, 67, 70, 71, 73, 83, 86, 88, 91, 93, 94, 95, 96, 97, 98, 101, 102, 104, 106, 110, 112, 113, 114, 118, 127, 129, 130, 134, 136, 139, 140, 142], "creation": 70, "crespo": [21, 24, 68], "crespohernandez": [24, 141], "criteria": 7, "critic": [39, 70, 133], "cross": [19, 29, 35, 36, 37, 100], "cross_plan": [35, 91, 93, 94, 113, 120], "cross_plane_2d": 104, "cross_plane_3d": 104, "cross_plane_loc": [93, 94, 97], "cross_profil": 100, "crossplan": 35, "crossstream_dist": [36, 91, 93, 94, 96, 97, 104, 113, 119, 131], "csv": [64, 74, 77, 84, 85, 87, 96, 110, 111, 115, 126, 134], "ct": [12, 20, 21, 28, 29, 30, 33, 34, 95, 96, 112, 115, 133, 134], "ct_fix": 95, "ct_float": 95, "ct_floating_defined_flo": 95, "ct_i": [19, 20, 21, 22, 28, 29, 30, 31, 32, 34, 70, 78], "ctmp": 28, "cubatur": [7, 8, 12], "cubature_coeffici": 7, "cubature_weight": [7, 8, 11, 12], "cube": [8, 98], "cubic": [7, 8, 11, 12], "cubic_cubatur": 8, "cubic_mean": 8, "cumul": [28, 68], "cumulativecurl": 83, "cumulativegausscurlvelocitydeficit": 28, "curl": [7, 28, 35, 68], "current": [7, 9, 12, 20, 21, 26, 36, 37, 62, 64, 70, 71, 86, 95, 96, 105, 106, 110, 111, 132, 133, 134, 136, 138], "curv": [12, 35, 59, 60, 64, 71, 74, 83, 95, 96, 125, 130, 134, 138, 140, 142], "curve_fit": 126, "custom": [37, 38, 64, 74, 100, 124, 125, 134, 137, 141, 142], "custom_ti_func": 124, "custom_value_func": 125, "cut": [36, 37, 120, 136], "cut_in_wind_spe": 57, "cut_out_wind_spe": 57, "cut_plan": [37, 103, 131, 135], "cut_plane_a": 35, "cut_plane_b": 35, "cut_plane_in": 35, "cutplan": [35, 36, 37, 93, 94, 97], "cyan": 69, "cycl": 69, "d": [5, 20, 26, 29, 30, 31, 37, 38, 59, 63, 70, 71, 77, 79, 80, 81, 82, 83, 86, 91, 93, 94, 97, 99, 100, 105, 106, 107, 115, 116, 136, 137], "d18f4d26": 69, "d18f4d263ecabf502242592f9d60815a07c7b89c": 69, "d2f7a45a": 69, "d2f7a45af27a6b40027d6f6a0f4f0be0c6dee5d9": 69, "d5d4b134": 69, "d5d4b1346bd6acba9ba41b4bf546640de162a9d6": 69, "d91953a4": 69, "d91953a499dfb88b457a1e7a07903debbda4058b": 69, "d_i": 71, "darker": 137, "dash": [38, 88, 100], "data": [5, 7, 9, 12, 31, 35, 36, 38, 57, 60, 61, 64, 67, 69, 70, 71, 72, 77, 79, 89, 100, 104, 109, 111, 113, 115, 117, 126, 127, 128, 133, 134, 136, 138, 141], "data_sourc": 69, "datafram": [4, 35, 36, 37, 69], "date": [7, 69, 70], "datetim": 69, "db958c4b": 69, "db958c4b779ffc825689e052958020864cbcde63": 69, "dd847210": 69, "dd847210082035d43b0273ae63a76a53cb8d2e12": 69, "de": 78, "debug": [39, 133], "decai": 31, "decid": [70, 84, 85, 87], "decim": [24, 89, 116, 133], "decis": [67, 70], "declar": [76, 90, 96, 112, 124, 125], "decreas": [64, 138], "dedic": 70, "deem": 39, "deep": [28, 68], "deep_iter": 61, "deepcopi": [93, 94], "def": [70, 71, 93, 94, 100, 124, 125, 126, 136, 141], "default": [7, 8, 11, 12, 19, 20, 24, 26, 29, 35, 36, 37, 38, 39, 42, 44, 45, 53, 57, 59, 60, 62, 63, 64, 65, 71, 74, 75, 79, 80, 81, 83, 86, 100, 114, 116, 125, 128, 137, 138, 140, 142], "defic": 141, "deficit": [4, 9, 15, 16, 17, 19, 26, 29, 31, 32, 36, 37, 70, 71, 94, 133, 138, 141], "deficit_max": 37, "defin": [3, 6, 11, 12, 21, 31, 36, 37, 38, 59, 60, 61, 64, 66, 71, 79, 80, 81, 82, 83, 84, 85, 93, 94, 95, 96, 100, 101, 102, 103, 104, 105, 108, 110, 111, 113, 116, 124, 125, 126, 128, 129, 130, 131, 134, 136, 138, 139], "definit": [4, 5, 12, 59, 100, 110, 112, 130, 133, 134, 139], "deflect": [13, 19, 20, 21, 22, 26, 29, 68, 70, 95, 110, 111, 133, 141], "deflection_field": [28, 33], "deflection_field_i": [30, 31, 32, 34, 70], "deflection_field_y_i": 29, "deflection_field_z_i": 29, "deflection_funct": 13, "deflection_model": [13, 133], "deflection_r": [19, 71], "deg": [12, 19, 29, 50, 60, 74, 76, 78, 79, 80, 81, 82, 83, 84, 86, 87, 91, 95, 99, 102, 112, 115, 116, 127, 136, 138], "degre": [38, 54, 55, 57, 62, 63, 64, 76, 79, 82, 90, 94, 95, 97, 99, 102, 103, 116, 127, 129, 130, 131, 136, 137, 138], "delet": 127, "delimit": 64, "delta": [30, 63, 71], "delta_i": [20, 29, 71], "delta_x": [20, 28], "delta_z": [29, 71], "demonstr": [72, 73, 74, 75, 78, 79, 80, 83, 84, 85, 87, 88, 89, 90, 92, 95, 96, 97, 98, 99, 106, 109, 110, 114, 115, 116, 117, 118, 119, 120, 121, 122, 124, 125, 126, 131, 136, 138, 139, 141, 142], "denomin": 71, "denot": 137, "densiti": [12, 35, 36, 57, 60, 75, 112, 126, 133, 134, 139], "depend": [20, 62, 64, 70, 71, 103, 134, 139], "derat": [11, 75, 78, 89, 140], "deriv": [21, 126, 141], "derive_downstream_turbin": 53, "describ": [4, 20, 28, 47, 60, 67, 70, 71, 107, 129, 132, 136, 137, 138, 141, 142], "descript": [4, 12, 20, 35, 115, 130, 133, 141], "design": [50, 62, 70, 71, 132, 137, 141], "desir": [35, 36, 101, 103, 131, 138], "detail": [4, 7, 20, 33, 34, 36, 54, 60, 61, 62, 65, 70, 79, 131, 132, 135, 140], "detect": 70, "determin": [12, 20, 36, 38, 39, 44, 53, 62, 64, 71, 98, 138, 142], "develop": [7, 20, 67, 69, 96, 132, 136, 141], "deviat": [36, 62, 63, 79, 82, 116], "df": [35, 37, 69, 115], "df25a9cf": 69, "df25a9cfacd3d652361d2bd37f568af00acb2631": 69, "df_opt": [81, 82, 83, 84, 85, 87, 136], "df_opt_geo": 86, "df_opt_scipi": 86, "df_opt_sr": 86, "df_opt_uncertain": 82, "df_opt_with_neighbor": 87, "df_opt_without_neighbor": 87, "df_rowpark": 115, "df_twinpark": 115, "diagon": 128, "diagram": 141, "diamet": [7, 12, 19, 20, 24, 26, 29, 36, 37, 38, 42, 45, 54, 59, 60, 71, 81, 82, 83, 86, 100, 105, 106, 107, 115, 134, 136, 137, 139], "dic": 63, "dict": [3, 4, 5, 6, 7, 8, 11, 12, 13, 15, 16, 17, 19, 20, 21, 22, 24, 25, 26, 28, 29, 30, 31, 32, 33, 34, 36, 38, 45, 57, 59, 60, 61, 62, 63, 64, 70, 142], "dictionari": [4, 5, 6, 7, 11, 12, 13, 36, 38, 45, 57, 59, 60, 61, 62, 63, 64, 70, 93, 94, 101, 104, 106, 137, 138, 139, 140], "didn": 128, "differ": [7, 37, 64, 65, 70, 71, 73, 80, 83, 84, 85, 87, 91, 95, 96, 99, 100, 101, 102, 107, 110, 111, 112, 127, 129, 136, 137, 138, 139, 140, 141, 142], "dimens": [7, 20, 36, 37, 57, 64, 72, 75, 101, 102, 104, 110, 131, 136, 139, 140, 142], "dimension": [6, 37, 61, 65, 104, 112, 133, 134, 136, 142], "dir": 70, "direct": [4, 6, 7, 19, 29, 36, 37, 38, 48, 53, 55, 56, 57, 62, 63, 64, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 84, 85, 86, 87, 88, 91, 95, 96, 99, 100, 101, 102, 104, 105, 106, 107, 109, 110, 112, 115, 116, 117, 118, 119, 120, 123, 124, 125, 126, 127, 128, 129, 130, 131, 133, 136, 137, 140, 141, 142], "directli": [31, 36, 42, 57, 67, 70, 76, 77, 85, 100, 102, 108, 130, 131, 133, 140, 141, 142], "directori": [5, 70, 79], "disabl": [36, 57, 75, 76, 78, 106, 137, 138], "disable_combin": 78, "disable_combination_str": 78, "disable_turbin": [36, 57, 75, 78, 89, 90], "disc": [71, 104], "discard": 140, "discontin": 50, "discontinu": 71, "discontinuous_grid": 50, "discourag": 137, "discuss": [28, 68, 70, 132, 140], "disjoint": 137, "disk": [11, 138], "disp": 105, "displai": [37, 39, 59, 64, 70, 128, 139, 142], "distanc": [24, 26, 29, 36, 38, 42, 45, 47, 71, 73, 100, 107, 115, 118, 137], "distance_from_boundari": [45, 46], "distance_pmf": [47, 107, 137], "distinct": 139, "distract": 70, "distribut": [7, 36, 57, 62, 70, 105, 106, 107, 109, 126, 141], "diverg": 53, "divid": [63, 66, 77, 78, 84, 85, 87, 92, 128, 129, 138], "divis": 63, "dk": 126, "dm": 20, "do": [31, 37, 53, 70, 84, 85, 87, 105, 132, 136, 137, 140, 142], "doc": [70, 139], "document": [69, 133, 141], "doe": [3, 5, 36, 38, 53, 61, 64, 70, 85, 95, 110, 111, 128, 136, 138], "doekemeij": [28, 68], "doesn": [37, 50, 61, 86], "doi": [28, 34, 64, 68, 74, 125, 142], "dollar": [105, 123, 125], "domain": [7, 19, 29, 36, 65, 103, 129, 131, 136, 142], "domin": 137, "done": [70, 74, 77, 84, 85, 87, 88, 89, 128, 131], "dot": [71, 88, 137], "doubl": 70, "doubt": 67, "down": [37, 75, 84, 85, 87, 89, 93, 94, 110, 131, 133, 135], "download": 135, "downsamp": 37, "downsampl": [64, 74, 142], "downstream": [7, 9, 19, 20, 24, 26, 29, 36, 37, 38, 53, 54, 71, 78, 79, 87, 88, 90, 100, 104, 115, 116, 120, 138], "downstream_dist": [4, 36, 91, 93, 94, 100, 104, 113, 120], "downstream_distance_d_i": [19, 26], "downstream_dists_d": [37, 100], "draw": 127, "drawn": 100, "drive": [64, 66, 67, 123, 136], "driver": 106, "dropdown": [70, 141], "dtu": 126, "dtype": [4, 5, 6, 7, 8, 9, 11, 12, 36, 37, 59, 63, 80, 87], "dudz_initi": 20, "dudz_initial_sort": 6, "due": [19, 26, 29, 57, 60, 70, 71, 80, 92, 95, 96, 97, 106, 110, 111, 133, 134, 138], "duplic": 139, "dure": [42, 45, 69, 89], "dx": [53, 68, 71], "dy": 53, "dynam": 39, "e": [5, 9, 34, 35, 36, 38, 53, 62, 68, 70, 71, 74, 79, 83, 100, 105, 106, 108, 110, 123, 125, 133, 135, 137, 138, 140, 142], "e6906fe": 69, "e6906feebdee6bdd2103f0bd390679e6a1b0052d": 69, "e9231fb8": 69, "e9231fb893c765b723fa4c1e087a58761b6aa471": 69, "e9c90aa5": 69, "e9c90aa521917e587dd9497d529822f359eec3e2": 69, "each": [6, 7, 8, 9, 12, 16, 26, 36, 37, 38, 48, 57, 59, 62, 63, 64, 65, 70, 71, 72, 73, 74, 75, 76, 77, 88, 92, 93, 94, 95, 96, 100, 102, 103, 104, 108, 110, 111, 112, 121, 123, 125, 127, 128, 130, 131, 135, 136, 137, 138, 139, 140, 141, 142], "earli": 70, "earliest": 133, "easi": [39, 137], "easier": 140, "easiest": 136, "easili": [70, 76], "east": [80, 105, 106, 126, 131], "east_row": 126, "ebd70eca": 69, "ebd70ecaef14c0e239337eb6e36506303378a31a": 69, "edg": [38, 64], "edgecolor": 38, "edit": [37, 70], "eff_vel": 95, "effect": [8, 9, 19, 20, 28, 29, 35, 36, 53, 57, 59, 62, 68, 71, 83, 87, 89, 91, 93, 94, 95, 96, 111, 123, 130, 134, 136, 138, 141], "effective_wind_spe": 89, "effici": [60, 67], "effort": 132, "either": [5, 36, 59, 61, 64, 70, 72, 74, 80, 104, 133, 134, 138], "electr": [36, 64, 74, 105, 123, 125, 140, 142], "element": [7, 29, 37, 63, 72, 77, 106], "eli": 89, "elif": [84, 85, 87, 99], "ell_": 71, "els": [84, 85, 87, 112, 127, 139], "emgauss": [9, 69, 71, 93, 94, 99, 141], "emgauss_fix": 96, "emgauss_flo": 96, "emgauss_floating_fixedtilt15": 97, "emgauss_floating_fixedtilt5": 97, "emgauss_helix": [91, 138], "emilio": [21, 68], "emphas": [36, 57, 62, 141], "empir": [19, 26, 29, 69, 96, 97, 99], "empirical_gauss": [93, 94], "empirical_gauss_model_wake_width": 29, "empirical_gauss_solv": 9, "empiricalgaussvelocitydeficit": 29, "empiricalgaussvelocitydeflect": 19, "empti": 29, "enabl": [2, 7, 9, 39, 42, 45, 53, 65, 70, 71, 74, 83, 91, 95, 106, 110, 131, 133, 134, 136, 137, 138, 140, 142], "enable_active_wake_mix": [13, 71, 133, 140], "enable_geometric_yaw": [42, 45, 47, 48, 106, 137], "enable_secondary_st": [13, 133], "enable_transverse_veloc": [13, 133], "enable_yaw_added_recoveri": [13, 71, 133], "encount": [77, 78, 84, 85, 87, 92, 127, 128, 129, 138], "encourag": [132, 137], "end": [63, 65, 70, 71, 117, 136, 137, 139, 140], "end_tim": [84, 85], "energi": [19, 20, 21, 28, 29, 36, 45, 48, 57, 62, 64, 65, 68, 74, 76, 77, 87, 105, 108, 123, 125, 136, 137, 142], "enforc": [64, 70], "engag": [70, 92], "engin": [24, 68, 132, 136], "enhanc": [71, 138], "enough": 92, "ensur": [5, 7, 61, 70, 71, 139], "entail": 137, "entir": [7, 21, 36, 57], "entri": [5, 36, 60, 67, 72, 94, 113, 132, 136, 138, 142], "enumer": [3, 76, 83, 93, 94, 97, 99, 100, 126, 129, 142], "env": 135, "environ": [70, 135], "envisag": 137, "ep": [43, 50, 105], "eps_gain": 20, "equal": [6, 12, 36, 43, 50, 54, 55, 57, 62, 64, 65, 96, 100, 129, 136, 137, 140], "equat": [20, 64, 138], "equival": [36, 77, 90, 98, 102, 124, 125, 142], "error": [4, 39, 61, 63, 64, 70, 74, 112, 131, 133, 138, 139], "especi": 136, "essenti": [71, 72], "establish": [7, 35, 105, 106], "estim": [36, 53, 54, 57, 62], "estimate_weibul": 126, "et": [33, 54, 64, 115, 141], "etc": [55, 62, 70, 142], "euclidean": 137, "evalaut": 138, "evalu": [11, 84, 85, 86, 105, 106, 134, 137, 138, 140], "even": [67, 127], "evenli": [7, 63, 64, 105], "event": 70, "everi": [9, 36, 37, 56, 57, 59, 62, 70, 84, 85, 87, 110, 129, 136, 139], "everyth": [5, 70], "exact": [71, 138], "exactli": [123, 139], "exagger": 106, "exampl": [7, 12, 36, 37, 53, 57, 62, 63, 70, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142], "example_turbin": 114, "examples_heterogen": 131, "examples_uncertain": 79, "examples_visu": 73, "examples_wind_resource_grid": 142, "except": [36, 39, 59, 64, 72, 74, 85, 101, 127, 139, 141, 142], "excit": [12, 70, 71, 138], "exclud": [53, 59, 80, 87, 139], "exclude_downstream_turbin": [52, 55, 56, 57, 84, 85, 87, 136], "exclus": 136, "execut": [70, 85, 132, 140], "exercis": [67, 70], "exist": [5, 12, 38, 59, 61, 67, 70, 115, 131, 140, 141], "exit": [86, 105, 106, 140], "exp": 126, "expand": [29, 35, 62, 65, 67, 79, 101, 103, 116, 131], "expand_farm_properti": 5, "expans": [29, 93, 116, 141], "expect": [12, 36, 37, 60, 62, 64, 67, 70, 71, 74, 76, 117, 128, 136, 137, 140, 142], "expected_farm_pow": [77, 128, 142], "expected_farm_valu": 142, "expected_turbine_pow": 128, "expected_turbine_powers_first": 128, "expected_turbine_powers_last": 128, "expens": 137, "experienc": 138, "experiment": [19, 20, 29, 68], "expert": [67, 137], "explicit": 71, "explicitli": [39, 64, 100, 106, 133, 136], "expon": [12, 24, 36, 57, 60, 71, 75, 127, 128, 129, 133, 134, 138], "export": [39, 61], "expos": 137, "express": [24, 67, 71, 94, 113, 137], "extend": [87, 132], "extens": [133, 134], "extent": [7, 36, 37, 100], "extern": [59, 133, 134, 139], "extra": [4, 70, 71, 90, 135, 138, 140], "extract": [4, 35, 36, 70, 74, 100, 101, 104, 113, 115, 136, 138], "f": [74, 76, 77, 79, 98, 99, 100, 101, 102, 103, 105, 106, 111, 117, 118, 123, 124, 126, 127, 129, 131, 136, 137, 138, 139, 142], "f2797fef": 69, "f2797fef396f2f19b02abb1f9555b678dac614f1": 69, "f6e4287f": 69, "f6e4287f712cc866893e71b1ea7a7546e4567bf9": 69, "f_model_2": 90, "f_model_3": 90, "f_model_subset": 87, "facecolor": [38, 87, 100, 118], "facilit": [110, 111, 140], "fact": [84, 85, 87], "factor": [6, 12, 20, 24, 26, 29, 35, 71, 138], "fail": 70, "faith": 115, "fals": [11, 12, 36, 37, 38, 39, 42, 44, 45, 47, 48, 52, 53, 55, 56, 57, 59, 62, 64, 71, 73, 74, 75, 78, 81, 82, 85, 89, 95, 109, 118, 127, 129, 131, 133, 140, 141], "far": [19, 20, 71, 141], "farm": [2, 4, 7, 9, 16, 28, 33, 36, 37, 38, 43, 50, 52, 53, 54, 55, 57, 62, 64, 65, 66, 68, 69, 72, 73, 74, 75, 77, 79, 81, 82, 83, 84, 85, 86, 88, 89, 91, 92, 93, 94, 95, 97, 99, 101, 112, 116, 117, 118, 123, 125, 128, 133, 136, 137, 138, 139, 140, 141, 142], "farm_height": [43, 50], "farm_pow": [72, 76, 142], "farm_power_bas": 80, "farm_power_baselin": [81, 82, 83, 84, 86, 87, 136], "farm_power_neighbor": 80, "farm_power_no_wak": 76, "farm_power_opt": [81, 82, 83, 84, 86], "farm_power_opt_with_neighbor": 87, "farm_power_opt_without_neighbor": 87, "farm_power_yaw": 136, "farm_powers_nom": [79, 116], "farm_powers_unc_3": [79, 116], "farm_powers_unc_5": 79, "farm_width": [43, 50], "fashion": [29, 137], "fast": [86, 137], "faster": [62, 84, 85, 87, 127, 136], "favor": 139, "fc": [86, 105, 106], "featur": [64, 67, 70, 132, 135, 137, 138], "feel": 11, "fernando": [19, 20, 29, 68], "fetch": 70, "few": [67, 70, 112, 129, 133, 135, 139, 140, 141, 142], "fewer": [64, 74], "fi": [50, 105, 136, 140], "fiction": [110, 111, 134], "field": [6, 7, 8, 9, 12, 15, 16, 17, 19, 20, 21, 24, 25, 29, 35, 36, 37, 57, 60, 65, 67, 71, 73, 89, 91, 101, 103, 104, 119, 120, 131, 138, 140, 141], "fig": [37, 59, 65, 73, 76, 78, 79, 80, 81, 82, 83, 84, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 99, 100, 101, 102, 103, 104, 106, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 128, 129, 131, 136, 138, 141, 142], "fig0": [93, 94], "fig2": 91, "fig_kwarg": [59, 139], "fig_pow": 91, "fig_pow_ct": 112, "figsiz": [73, 76, 78, 79, 81, 82, 83, 84, 86, 91, 95, 96, 100, 102, 103, 104, 111, 112, 113, 116, 118, 119, 120, 122, 123, 124, 125, 126, 127, 128, 129, 131, 136, 139, 141, 142], "figur": [37, 38, 59, 64, 69, 74, 78, 93, 94, 97, 100, 112, 125, 128, 136, 137, 138, 139, 142], "file": [2, 4, 5, 36, 39, 45, 59, 61, 62, 64, 70, 71, 72, 74, 84, 94, 104, 110, 111, 113, 118, 127, 128, 129, 132, 135, 136, 138, 139, 141, 142], "file_nam": [59, 60, 114], "file_path": [59, 64, 114], "fileexistserror": 61, "filenam": [4, 5, 60, 63, 64], "filetyp": 4, "fill": [6, 38, 70, 87, 101, 103, 131, 137], "fill_between": [91, 92], "fill_color": 69, "fill_valu": 6, "filter": [8, 12, 39, 106], "filterwarn": [72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 128, 129], "final": [3, 4, 5, 6, 71, 73, 79, 83, 86, 107, 109, 127, 129, 132, 137, 141], "final_locs_plotting_dict": [42, 109], "find": [48, 54, 55, 56, 70, 86, 102, 137], "find_length": 43, "finder_for_viz": 36, "findex": [6, 12, 36, 37, 57, 62, 65, 72, 75, 76, 77, 89, 98, 102, 103, 110, 121, 131, 136, 138, 140], "findex_for_viz": [36, 37, 73, 103, 131], "findic": [36, 62, 103, 131], "finer": 74, "finish": [84, 85], "finit": 138, "first": [7, 36, 38, 50, 63, 64, 73, 75, 78, 83, 86, 87, 89, 90, 100, 102, 103, 105, 106, 113, 126, 127, 128, 129, 132, 134, 135, 136, 138, 141], "first_three_yaw_angl": 94, "fit": [44, 70, 71, 126, 136, 137, 138, 139, 141], "fix": [35, 55, 62, 64, 70, 74, 78, 95, 97, 99, 126, 128, 129, 130, 135, 137, 138], "fix_yaw_to_nominal_direct": 62, "flag": [12, 20, 37, 62, 64, 67, 110, 134], "flatten": [64, 73, 78, 79, 84, 85, 91, 93, 94, 95, 96, 97, 99, 102, 104, 112, 113, 116, 118, 126, 129, 136, 142], "fleme": [19, 20, 28, 29, 68, 137], "flexibl": [102, 103, 140], "float": [3, 4, 5, 6, 7, 8, 11, 12, 19, 20, 21, 22, 24, 25, 26, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 42, 43, 44, 45, 50, 53, 54, 57, 60, 61, 62, 63, 64, 134, 136, 139, 142], "float64": [4, 5, 6, 7, 8, 9, 11, 12, 36, 37, 59, 63], "floating_tilt_t": [12, 95, 96, 130], "flori": [65, 66, 71, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 129, 130, 131, 133, 134, 137, 138, 139, 141], "floris_array_convert": 61, "floris_dict": 100, "floris_float_typ": 61, "floris_model": [37, 67, 77, 99, 102, 103, 105, 108, 123, 131, 135, 142], "floris_numeric_dict_convert": 61, "floris_vers": [4, 133], "florisinterfac": [133, 136, 139, 140], "florismod": 131, "florismodel": [36, 37, 38, 42, 44, 45, 53, 57, 62, 64, 65, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 128, 129, 132, 136, 137, 138, 140, 141, 142], "flow": [6, 7, 9, 11, 15, 16, 17, 19, 21, 24, 29, 35, 36, 37, 57, 64, 70, 71, 73, 74, 89, 91, 96, 97, 99, 101, 103, 104, 106, 115, 118, 119, 120, 121, 125, 131, 138, 141, 142], "flow_data": 35, "flow_field": [4, 9, 19, 20, 21, 22, 28, 29, 30, 31, 32, 33, 34, 36, 37, 38, 62, 70, 98, 110, 111, 121, 133, 136, 140, 142], "flow_field_grid": [9, 133], "flow_field_planar_grid": 133, "flow_visu": [67, 73, 91, 93, 94, 96, 97, 100, 101, 103, 104, 113, 115, 118, 119, 120, 121, 122, 131, 132, 135, 136, 141], "flowdata": 35, "flowfield": [4, 5, 6, 9, 19, 20, 21, 22, 28, 29, 30, 31, 32, 33, 34, 36, 62, 70, 133], "flowfieldgrid": [7, 9, 70], "flowfieldplanargrid": [7, 9, 70], "flowviz": [91, 96, 100, 113, 115, 121, 122, 141], "fluid": [19, 20, 28, 29, 68], "fmodel": [37, 38, 42, 43, 44, 45, 46, 47, 48, 52, 53, 54, 55, 56, 57, 64, 65, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 91, 92, 93, 94, 96, 97, 98, 99, 100, 101, 102, 103, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 116, 117, 118, 119, 120, 121, 122, 123, 128, 129, 131, 132, 136, 138, 140, 141, 142], "fmodel_15": 97, "fmodel_2": 90, "fmodel_2d": 104, "fmodel_3": 90, "fmodel_3d": 104, "fmodel_5": 97, "fmodel_cc": 136, "fmodel_dict": [93, 94], "fmodel_dict_mod": [93, 94, 111], "fmodel_fix": [95, 96], "fmodel_flo": [95, 96], "fmodel_floating_defined_flo": 95, "fmodel_gch": 136, "fmodel_hs_1": 111, "fmodel_jensen": 136, "fmodel_list": 36, "fmodel_merg": 36, "fmodel_new": 115, "fmodel_orig": 115, "fmodel_time_seri": 123, "fmodel_wind_ros": 123, "fmodel_wind_ti_ros": 123, "fn": 61, "focu": 20, "focus": 132, "folder": [73, 131, 133], "follow": [6, 7, 12, 24, 36, 60, 62, 64, 70, 71, 75, 77, 84, 98, 100, 102, 111, 116, 128, 132, 135, 136, 137, 138, 139, 141, 142], "font": [38, 84, 139], "fontsiz": [42, 84, 93, 94, 100, 139], "foral": 137, "forc": [138, 142], "forg": [70, 135], "forget": 140, "fork": 70, "form": [19, 35, 70, 71, 102, 110, 132, 136, 142], "format": [60, 61, 64, 70, 83, 84, 85, 86, 87, 93, 94, 96, 97, 106, 127, 133, 134, 136, 142], "formatt": [69, 70], "formul": [19, 20, 24, 50, 65, 67, 141], "forward": 141, "found": [61, 70, 127, 140, 141], "four": [99, 136, 141], "frac": [71, 138], "fraction": [24, 116, 134, 138], "frame": 53, "framework": [36, 70, 132, 136], "free": [11, 20, 92, 99, 132], "freedom": [95, 130], "freestream": [6, 9, 15, 17, 101, 103, 104, 115, 131], "freestream_veloc": [9, 20, 22, 77, 84, 85, 87, 92, 128, 129, 138], "freq": [36, 57, 62, 74, 77, 79, 85, 107, 109, 126], "freq_col": [64, 74, 77, 84, 85, 87, 96, 126], "freq_tabl": [64, 74, 77, 105, 106, 107, 109, 126, 142], "freq_table_unpack": 64, "freq_table_w": 126, "freq_table_wd": 126, "freq_test": 126, "freq_val": [74, 77, 84, 85, 87, 96, 126], "frequenc": [36, 48, 57, 62, 64, 74, 76, 77, 83, 84, 85, 87, 105, 106, 107, 108, 109, 123, 126, 137, 138, 142], "friendli": 61, "from": [4, 5, 7, 12, 19, 21, 26, 31, 35, 36, 37, 38, 45, 50, 53, 57, 59, 60, 61, 62, 63, 64, 65, 67, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 128, 129, 131, 132, 136, 137, 138, 139, 141, 142], "from_dict": 61, "from_fil": 4, "from_internal_librari": 139, "from_librari": [59, 139], "from_turbine_dict": [59, 139], "from_yaml": [59, 139], "fromdictmixin": 61, "front": 75, "ftol": 105, "full": [4, 9, 59, 60, 70, 74, 84, 85, 87, 88, 129, 133, 137], "full_flow_cc_solv": 9, "full_flow_empirical_gauss_solv": 9, "full_flow_sequential_solv": [9, 70], "full_flow_turbopark_solv": 9, "fullflowgrid": 37, "fulli": [11, 61, 101, 103, 131], "func": [45, 46, 64], "function": [0, 3, 4, 5, 6, 8, 9, 11, 12, 15, 16, 17, 19, 20, 21, 22, 24, 25, 26, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 42, 47, 50, 53, 54, 55, 57, 60, 61, 62, 63, 64, 67, 70, 71, 72, 73, 74, 76, 77, 83, 85, 86, 87, 90, 91, 93, 94, 100, 101, 102, 103, 104, 105, 106, 107, 113, 118, 124, 125, 126, 130, 132, 136, 137, 138, 139, 140, 142], "fundament": 67, "further": [37, 71, 73, 79, 100, 137, 138, 140], "furthest": 129, "futur": [61, 67, 106, 132, 134], "g": [34, 36, 38, 68, 74, 79, 83, 86, 100, 105, 106, 108, 110, 123, 125, 129, 137, 142], "g_": 71, "gain": [19, 29, 71, 84, 86, 93, 94], "gamma": [20, 107, 138], "gamma_i": 71, "gamma_j": 71, "gauss": [19, 29, 69, 77, 78, 84, 85, 87, 92, 97, 99, 100, 115, 128, 129, 138], "gaussian": [20, 26, 29, 34, 62, 68, 79, 96], "gaussian_funct": 30, "gaussvelocitydeficit": 30, "gaussvelocitydeflect": 20, "gayl": [33, 68], "gca": 106, "gcf": 106, "gch": [53, 65, 69, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 92, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 112, 114, 116, 117, 118, 119, 120, 121, 122, 123, 128, 129, 131, 136, 138, 142], "gch_aep": 136, "gch_compute_tim": 136, "gch_fix": 95, "gch_float": 95, "gch_floating_defined_flo": 95, "gch_heterogeneous_inflow": 104, "gch_multi_dim_cp_ct": [110, 111], "gch_multiple_turbine_typ": 113, "gemoetr": 86, "gener": [3, 5, 7, 26, 31, 36, 37, 44, 60, 61, 62, 64, 65, 66, 67, 68, 70, 74, 77, 83, 86, 102, 104, 105, 106, 107, 113, 114, 115, 117, 123, 127, 128, 129, 132, 136, 137, 140, 141], "general_librari": [54, 55], "generate_heterogeneous_wind_map": 6, "generate_wake_visu": [93, 94], "generator_effici": [60, 114, 140], "geo_farm_pow": 86, "geometr": [42, 45, 86, 106], "geometri": [54, 86], "geometric_yaw": 54, "geoopt": 86, "geq": 137, "get": [35, 36, 57, 63, 64, 72, 78, 84, 85, 87, 89, 93, 94, 100, 101, 102, 105, 106, 110, 112, 115, 126, 128, 132, 135, 142], "get_cubature_coeffici": 7, "get_expected_farm_pow": [36, 62, 76, 77, 117, 128, 142], "get_expected_farm_valu": [36, 142], "get_expected_turbine_pow": [36, 128, 142], "get_farm_aep": [36, 57, 62, 76, 77, 79, 84, 85, 87, 96, 105, 106, 123, 132, 140, 142], "get_farm_aep_with_wind_data": 77, "get_farm_avp": [36, 105, 123, 142], "get_farm_pow": [36, 57, 62, 72, 76, 79, 80, 84, 85, 86, 87, 114, 116, 117, 136, 142], "get_heterogeneous_map": [129, 142], "get_heterogeneous_wind_ros": [64, 129, 142], "get_label": 106, "get_major_tick": 84, "get_operation_model": [36, 57], "get_optimized_loc": 45, "get_param": [36, 57], "get_plane_from_flow_data": 35, "get_plane_of_point": 36, "get_power_profil": 35, "get_turbine_ai": 36, "get_turbine_layout": [36, 132, 136], "get_turbine_pow": [36, 57, 62, 72, 76, 78, 79, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 101, 102, 110, 111, 112, 116, 132, 136, 138, 140, 142], "get_turbine_powers_multidim": 110, "get_turbine_thrust_coeffici": [36, 92, 95, 138], "get_turbine_ti": 36, "get_wake_direct": 38, "get_wind_rose_at_point": [64, 127, 129], "get_yticklabel": 84, "gid_norm_index": 64, "git": [69, 135], "github": [89, 115, 135], "give": [64, 112, 136, 141], "given": [2, 7, 12, 20, 21, 35, 44, 48, 55, 59, 61, 62, 63, 64, 65, 70, 71, 74, 75, 94, 100, 103, 104, 105, 108, 110, 111, 113, 118, 126, 131, 133, 134, 136, 137, 138], "global": [38, 39, 110], "gnorm": [86, 105, 106], "go": [29, 37, 70, 71, 87, 100, 127, 139, 141, 142], "goal": 87, "good": 70, "gotten": 70, "gr": [68, 137], "grab": [84, 85, 87, 91, 95, 98, 112, 129], "gradient": [86, 105, 106, 136], "grai": 38, "great": [70, 132], "greater": [29, 136], "green": 69, "grid": [4, 6, 9, 19, 20, 21, 22, 28, 29, 30, 31, 32, 33, 34, 35, 37, 43, 44, 50, 63, 64, 67, 70, 74, 76, 78, 79, 80, 81, 82, 83, 86, 87, 88, 89, 90, 92, 95, 96, 99, 109, 111, 112, 114, 115, 116, 117, 124, 125, 126, 127, 128, 129, 133, 138, 140, 141, 142], "grid1": 12, "grid2": 12, "grid_i": [50, 63], "grid_resolut": 7, "grid_resolution_valid": 7, "grid_step_s": 47, "grid_x": [50, 63], "grid_z": 63, "ground": [71, 104, 126], "group": 140, "guid": [65, 67, 133, 135], "gunn": [16, 68, 141], "gwh": [77, 84, 85, 87, 96, 107, 109, 123, 129, 136, 142], "h": [110, 127, 128, 129, 142], "ha": [6, 29, 36, 64, 70, 71, 74, 76, 83, 90, 97, 101, 103, 110, 115, 126, 128, 131, 136, 138, 140, 141, 142], "had": 140, "hand": [70, 137], "handl": [11, 37, 62, 67, 112, 136], "happen": [63, 67, 70], "hardcod": 140, "hash": 69, "hat": 141, "have": [6, 7, 12, 20, 36, 37, 53, 54, 61, 62, 64, 65, 70, 71, 72, 73, 76, 90, 95, 96, 110, 114, 122, 127, 128, 129, 130, 133, 136, 137, 138, 140, 141, 142], "header": 139, "heat": 84, "heatmap": 84, "height": [12, 29, 36, 37, 38, 50, 57, 59, 60, 69, 73, 75, 91, 93, 94, 96, 99, 100, 101, 103, 104, 110, 112, 113, 115, 118, 126, 131, 133, 134, 136, 139, 141], "height_above_ground_level": 126, "held": [79, 116, 142], "helix": [11, 12, 71, 134, 138, 140], "helix_": 138, "helix_a": [134, 138], "helix_power_b": 138, "helix_power_c": 138, "helix_thrust_b": 138, "helix_thrust_c": 138, "help": [37, 135, 142], "helper": 61, "henc": [53, 83], "here": [11, 36, 39, 65, 70, 71, 79, 87, 100, 105, 115, 116, 126, 127, 128, 133, 136, 137, 138, 139, 140, 141], "hernandez": [24, 68], "het": 129, "het_map": [6, 129, 142], "het_map_valid": 6, "hetereogeneousmap": 131, "heterogen": [5, 6, 36, 37, 57, 64, 129, 137, 142], "heterogeneous_config_valid": 6, "heterogeneous_inflow_config": [6, 36, 57, 64, 101, 102, 104], "heterogeneous_inflow_config_by_wd": [64, 102, 104, 106, 131], "heterogeneous_map": [64, 102, 103, 129, 131, 142], "heterogeneousmap": [64, 102, 103, 129, 142], "hexagon": 44, "hexagonal_pack": [44, 137], "hh": [29, 30], "hierarchi": 67, "high": [36, 67, 83, 84, 85, 87, 92, 136, 142], "higher": [39, 105, 127, 128, 133, 137, 138], "highest": [67, 70, 105], "highli": [132, 135], "highlight": [97, 104, 139, 141], "hist": [45, 46], "histor": 79, "histori": 45, "hit": 70, "hold": [74, 95, 127, 142], "holder": 126, "home": [5, 12, 77, 78, 84, 85, 87, 92, 127, 128, 129, 138], "homogen": [36, 104], "homogeneous_wind_spe": [4, 36, 100], "hook": 70, "horizaton": 118, "horizont": [19, 29, 36, 73, 84, 91, 93, 94, 96, 97, 100, 101, 104, 113, 115, 122, 127, 131, 136], "horizontal_deflection_gain_d": [19, 71, 94], "horizontal_plan": [73, 91, 93, 94, 96, 100, 101, 103, 113, 115, 118, 131, 136, 141], "horizontal_plane_2d": 104, "horizontal_plane_3d": 104, "horizontal_plane_loc": [93, 94, 97], "horizontal_plane_scan_turbin": 122, "host": 70, "hotstart": [45, 46], "hour": [36, 57, 62, 76, 77], "hours_per_year": [36, 62], "hover": 69, "hover_tool": 69, "hovertool": 69, "how": [50, 71, 79, 80, 83, 84, 85, 87, 88, 90, 92, 98, 100, 101, 104, 114, 116, 117, 126, 128, 131, 135, 138, 139, 140, 142], "howev": [20, 70, 71, 72, 76, 100, 102, 104, 127, 130, 136, 137, 138, 139, 140, 141, 142], "html": 70, "http": [28, 54, 63, 64, 68, 70, 74, 86, 89, 115, 125, 126, 135, 142], "hub": [12, 29, 36, 38, 59, 60, 73, 100, 101, 104, 118, 133, 134, 139], "hub_height": [5, 12, 20, 60, 65, 100, 114, 115, 118, 134, 139], "hub_height_i": [29, 30, 31, 32, 34, 70], "hub_heights_sort": 5, "hull": 131, "hunter": [16, 68], "i": [3, 4, 5, 6, 7, 8, 9, 11, 12, 13, 19, 20, 21, 22, 24, 25, 26, 28, 29, 31, 32, 33, 35, 36, 37, 38, 39, 42, 44, 45, 48, 52, 53, 54, 55, 57, 59, 60, 61, 62, 63, 64, 65, 66, 67, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 100, 101, 102, 103, 104, 105, 106, 108, 110, 111, 113, 114, 115, 116, 117, 118, 123, 124, 126, 127, 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142], "i_i": 20, "i_tot": [77, 84, 85, 87, 129], "id": [70, 83, 134], "id_opt": [84, 85], "id_opt_with_neighbor": 87, "id_opt_without_neighbor": 87, "idea": [67, 70, 132, 136], "ideal": 70, "ident": [89, 100, 102, 142], "identifi": [12, 63, 67, 136], "idx": 63, "iea": [110, 111, 113, 139, 140], "iea_10mw": 139, "iea_15mw": 139, "iea_15mw_float": 139, "iea_15mw_floating_multi_dim_cp_ct": [110, 111], "iea_15mw_multi_dim_cp_ct": 139, "iea_15mw_multi_dim_tp_h": [111, 134], "iec": [64, 74, 124, 142], "ignor": [22, 25, 32, 36, 57, 60, 62, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 128, 129, 139, 142], "ignore_includ": 0, "ii": [28, 83, 138], "iii": 138, "ij": [71, 136], "illustr": [72, 75, 93, 94, 100, 101, 129, 131], "im": 37, "imag": 37, "immedi": 136, "impact": [28, 38, 53, 68, 80, 95, 96, 105, 116, 117, 130], "implement": [11, 12, 24, 28, 36, 62, 64, 67, 71, 97, 102, 136, 138, 141, 142], "impli": [103, 127, 129], "implic": 140, "implicit": 12, "import": [2, 37, 65, 69, 70, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 128, 129, 131, 132, 135, 136, 138, 139, 140, 141, 142], "importat": 85, "impos": 45, "imprecis": 83, "improv": [105, 106, 135, 137], "imshow": 84, "includ": [2, 7, 12, 19, 20, 24, 26, 29, 36, 37, 38, 39, 50, 53, 57, 59, 60, 62, 63, 64, 65, 67, 70, 71, 73, 74, 78, 79, 84, 85, 87, 94, 95, 96, 102, 110, 111, 118, 122, 129, 130, 131, 132, 133, 136, 137, 139, 140, 141, 142], "include_mirror_wak": 34, "include_wake_deflect": 141, "incom": [7, 65, 72, 100, 101, 134, 138], "incorpor": [12, 16, 67, 70, 132, 141], "increas": [29, 38, 64, 83, 86, 93, 94, 96, 126, 127, 128, 138], "increment": 136, "indent": 63, "independ": [19, 36, 62], "index": [36, 37, 38, 57, 63, 64, 69, 70, 72, 133, 136], "indexerror": 38, "indic": [8, 12, 36, 38, 57, 59, 62, 64, 71, 87, 100, 127, 137, 141, 142], "indicationg": 70, "individu": [64, 107, 109, 129, 136, 137, 139, 140, 141], "induc": [9, 19, 26, 29, 93], "induct": [7, 12, 20, 24, 26, 29, 71, 138], "industri": [24, 68], "infer": [84, 85, 87], "inflow": [6, 36, 52, 55, 57, 64, 79, 80, 81, 82, 103, 116, 131, 136], "influenc": [94, 138], "info": [37, 39, 70, 112, 133], "inform": [16, 36, 62, 65, 69, 70, 73, 99, 102, 103, 109, 127, 128, 129, 131, 134, 136, 140, 141, 142], "infrastructur": 12, "infti": 71, "inherit": [3, 64], "initi": [3, 4, 5, 24, 29, 31, 37, 42, 45, 59, 67, 70, 71, 72, 74, 81, 82, 83, 86, 89, 90, 94, 97, 98, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 113, 118, 123, 126, 127, 128, 129, 132, 137, 139], "initial_locs_plotting_dict": [42, 109], "initialize_domain": 4, "initialize_velocity_field": [6, 133], "inplac": 64, "input": [4, 5, 6, 11, 13, 31, 35, 36, 53, 61, 62, 63, 64, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 126, 128, 129, 130, 132, 136, 138, 139, 141, 142], "input_dct": 4, "input_dict": 4, "input_fil": 140, "input_file_path": 4, "inputfil": 141, "inputs_flo": [95, 96, 97], "insid": 53, "inspect": [37, 134, 135, 136], "instal": [70, 132], "instanc": [4, 6, 7, 12, 13, 36, 37, 61, 62, 95, 110, 111, 138, 140], "instanti": [5, 11, 13, 36, 38, 79, 80, 99, 103, 116, 117, 123, 126, 136, 137, 138, 140], "instead": [31, 36, 60, 64, 71, 85, 105, 115, 123, 125, 141, 142], "int": [4, 5, 6, 7, 8, 12, 28, 33, 36, 37, 38, 42, 50, 57, 62, 63, 64, 80, 87, 115, 126], "int64": [8, 12], "int_": 71, "integ": [7, 8, 12, 50, 63, 126], "integr": [7, 8, 9, 71], "intend": [11, 37, 135, 142], "intens": [12, 20, 24, 25, 26, 36, 53, 56, 57, 62, 64, 71, 72, 74, 75, 76, 78, 79, 101, 102, 103, 116, 123, 124, 125, 128, 131, 133, 136, 138, 140], "intent": [104, 140], "interact": [31, 67, 68, 70, 79, 105, 136, 137, 140], "interest": [7, 35, 132, 140, 141], "interfac": [7, 11, 36, 45, 47, 48, 57, 62, 66, 67, 83, 85, 96, 105, 136, 140, 142], "intern": [59, 67, 72, 79, 127, 133, 136, 139, 140, 142], "internal_turbine_librari": [5, 112], "interp1d": [5, 8, 12], "interpol": [6, 12, 35, 64, 74, 84, 85, 87, 95, 96, 101, 103, 110, 127, 130, 131, 133, 142], "interpolate_multiplier_xi": 6, "interpolate_multiplier_xyz": 6, "interpolate_onto_arrai": 35, "interpret": [134, 135], "introduc": [24, 72, 140, 141, 142], "introductori": 65, "invalid": [38, 77, 78, 84, 85, 87, 92, 127, 128, 129, 138], "invok": 140, "io": 70, "iop": [16, 33, 34, 68], "iprint": 105, "ipykernel_3477": 106, "ipykernel_4482": 127, "iref": [64, 74, 124], "irregularli": 73, "isort": 2, "issu": [35, 70, 132, 135], "item": [61, 63, 139], "item_typ": 61, "iter": [5, 6, 7, 8, 12, 42, 45, 48, 53, 61, 86, 105, 106, 107, 129, 137], "iter_typ": 61, "iter_valid": 61, "iterdir": 112, "ith": [19, 26, 29], "its": [9, 19, 37, 64, 71, 112, 115, 130, 138, 140, 141, 142], "itself": [28, 128, 141], "ix_filt": [8, 12], "j": [24, 28, 34, 38, 68, 71, 136, 137], "jasper": 141, "jennif": [19, 20, 28, 29, 68], "jensen": [68, 69, 70, 99, 100, 136], "jensen_aep": 136, "jensen_compute_tim": 136, "jensenvelocitydeficit": 31, "jesper": 68, "jfm": [28, 68], "jim": [21, 68, 141], "jimenez": 70, "jimenezvelocitydeflect": 21, "jim\u00e9nez": [21, 141], "jj": 83, "job": 70, "join": 132, "journal": [16, 19, 20, 24, 28, 29, 33, 34, 68], "jump": [71, 137, 141], "jun": 68, "jupyt": 70, "just": [25, 80, 100, 128, 136, 139], "k": [38, 64, 69, 71, 76, 78, 79, 80, 81, 82, 83, 86, 88, 89, 91, 92, 95, 100, 102, 111, 112, 115, 116, 126, 127, 128, 129, 136], "k_": 71, "k_fit": 126, "k_i": 71, "k_test": 126, "k_total": [77, 84, 85, 87, 129], "ka": [20, 30], "kadoch": 89, "kb": [20, 30], "kd": 21, "keep": [7, 78, 81, 82], "kei": [4, 5, 6, 12, 19, 20, 24, 26, 29, 36, 38, 57, 60, 61, 63, 64, 72, 137, 138, 139], "kept": 64, "kester": [16, 68], "keyword": [59, 64, 70, 73, 108, 136, 137, 139, 140], "kg": [12, 60], "kind": 70, "king": [19, 20, 28, 29, 68, 141], "kn": 60, "know": 7, "kreeft": 141, "kw": [60, 62, 76, 78, 79, 80, 88, 89, 90, 91, 92, 95, 96, 97, 101, 102, 111, 112, 114, 116, 134, 136, 138, 140], "kwarg": [11, 37, 61, 62], "l": [28, 34, 64, 68, 95, 123], "label": [37, 38, 63, 73, 76, 78, 79, 80, 81, 82, 83, 84, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 99, 100, 102, 106, 109, 111, 112, 114, 115, 116, 117, 126, 127, 129, 136, 138, 139], "label1": 84, "label_contour": [37, 73, 91, 101, 104, 115, 119, 120, 122], "label_lin": 38, "label_offset": 38, "label_text": 38, "laboratori": [31, 68], "laid": 135, "lambda": [81, 82, 83], "larg": [64, 70, 105, 141], "larger": [61, 87, 129, 142], "largest": 140, "last": [90, 102, 110, 128, 134], "later": [7, 20, 61, 65, 70, 71, 74, 91, 93, 94, 123, 125, 128], "latest": 70, "latter": [104, 141], "launch": 70, "layout": [7, 36, 37, 38, 42, 44, 45, 46, 48, 50, 54, 57, 64, 67, 68, 72, 73, 75, 76, 77, 78, 84, 85, 86, 87, 88, 89, 90, 91, 93, 94, 96, 97, 98, 100, 101, 102, 103, 110, 111, 117, 119, 120, 121, 122, 127, 128, 131, 136, 138, 142], "layout_i": [5, 36, 43, 47, 50, 57, 62, 64, 65, 72, 73, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 96, 97, 98, 99, 100, 101, 102, 103, 105, 106, 107, 109, 110, 111, 112, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 128, 129, 131, 133, 136, 138, 141, 142], "layout_opt": [105, 106, 107, 108, 129], "layout_opt_grid": 109, "layout_opt_r": 109, "layout_optim": [105, 106, 107, 108, 109, 129], "layout_optimization_grid": [108, 109], "layout_optimization_random_search": [107, 109, 129], "layout_optimization_scipi": [105, 106], "layout_valid": 37, "layout_visu": [73, 101, 118, 135, 136, 138, 141], "layout_x": [5, 36, 43, 47, 50, 57, 62, 64, 65, 72, 73, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 96, 97, 98, 99, 100, 101, 102, 103, 105, 106, 107, 109, 110, 111, 112, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 128, 129, 131, 133, 136, 138, 141, 142], "layoutoptim": 42, "layoutoptimizationboundarygrid": 43, "layoutoptimizationgrid": [44, 108, 109, 137], "layoutoptimizationpyoptspars": [45, 46], "layoutoptimizationrandomsearch": [47, 107, 109, 129, 137], "layoutoptimizationscipi": [48, 105, 106, 137], "layoutviz": [73, 118, 138, 141], "le": [21, 68], "learn": 70, "least": [64, 94, 136], "left": [7, 20, 54, 70, 71, 86, 133], "left_x": 54, "legacy_gauss": [80, 83], "legend": [38, 59, 64, 69, 76, 78, 79, 80, 81, 82, 83, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 97, 99, 100, 101, 102, 106, 111, 112, 114, 115, 116, 117, 126, 127, 129, 131, 136, 138, 139], "legend_kwarg": [59, 64, 123, 139], "legend_label": 69, "len": [64, 74, 77, 80, 84, 85, 87, 93, 94, 105, 106, 107, 109, 115, 129, 136, 139, 142], "length": [12, 20, 29, 38, 54, 55, 64, 72, 76, 133, 136, 137, 140, 142], "leq": 71, "less": [50, 67, 77, 83, 118], "lesser": 138, "let": [100, 123, 126, 136, 137, 138, 139], "level": [4, 36, 37, 39, 64, 66, 67, 70, 71, 74, 75, 78, 88, 126, 127, 131, 133, 136, 138, 140, 142], "leverag": [132, 136], "li": 36, "librari": [5, 11, 36, 45, 48, 57, 59, 112, 136, 140], "library_path": [5, 59], "lighter": 137, "like": [36, 53, 70, 74, 127, 136, 139, 140, 142], "likewis": 142, "limit": [16, 24, 36, 37, 38, 45, 67, 68, 70, 71, 87, 99, 105, 118, 129, 138, 141], "limit_dist_d": [38, 118], "limit_dist_m": 38, "limit_num": [38, 73], "limit_to_zero": 64, "lina": 68, "line": [7, 36, 37, 38, 64, 69, 70, 93, 94, 97, 100, 118, 124, 125, 126, 127, 128, 132, 139, 140, 141], "line2d": 38, "line_color": 69, "line_contour_cut_plan": 37, "linear": [15, 20, 29, 31, 53, 64, 71, 74, 84, 85, 87, 125, 134, 142], "linearli": [53, 64], "linearndinterpol": 6, "liner": 136, "linestyl": [38, 78, 88, 93, 94, 97, 115], "linewidth": [38, 93, 94, 97, 139], "linspac": [65, 78, 88, 90, 91, 92, 96, 107, 112, 114, 115, 124, 125, 136, 138, 139, 142], "lint": 70, "linter": 70, "list": [4, 5, 6, 12, 29, 36, 37, 38, 44, 48, 53, 57, 59, 62, 63, 64, 70, 71, 78, 112, 114, 126, 133, 138, 139, 140, 142], "list_depth": 42, "littl": 139, "ll": [11, 139, 142], "ln": 71, "load": [59, 69, 77, 81, 82, 83, 84, 85, 86, 87, 88, 92, 93, 94, 96, 108, 109, 115, 128, 136, 138], "load_external_librari": [59, 139], "load_internal_librari": [59, 139], "load_yaml": 63, "loader": [0, 63], "loc": [83, 84, 85, 87, 93, 94, 115], "local": [37, 135], "locat": [5, 6, 7, 19, 21, 29, 36, 37, 43, 46, 48, 50, 59, 61, 64, 65, 69, 70, 71, 99, 100, 101, 104, 105, 106, 107, 110, 126, 127, 129, 133, 136, 137, 142], "log": [3, 4, 36, 39, 62, 86, 129, 133], "log10": 129, "logger": [3, 39], "logging_manag": [95, 101, 103, 110, 111, 115, 131, 135], "loggingmanag": [39, 95, 101, 103, 110, 111, 115, 131], "logi": 86, "logist": 71, "long": [64, 74, 84, 85, 87, 139, 141, 142], "longer": [57, 106, 130, 140], "look": [12, 92, 93, 94, 115, 134, 138, 139], "lookup": [130, 134], "loop": [85, 126], "lose": 140, "loss": [12, 57, 60, 75, 76, 77, 80, 105, 112, 134, 140], "lost": 11, "lot": 70, "low": [64, 66, 67, 70, 84, 85, 87, 105, 131, 136], "lower": [54, 64, 74, 84, 87, 124, 127, 133, 136, 137, 141], "lui": [19, 20, 28, 29, 68], "lw": [95, 112], "m": [7, 12, 16, 19, 28, 29, 36, 37, 42, 45, 48, 59, 60, 62, 64, 68, 70, 76, 78, 79, 83, 84, 85, 86, 87, 89, 92, 93, 94, 95, 96, 99, 100, 106, 107, 108, 111, 112, 114, 115, 116, 117, 124, 125, 126, 127, 129, 131, 136, 138, 139, 142], "made": [59, 71, 73, 75, 95, 132, 141], "magenta": 69, "magnitud": 97, "mai": [11, 12, 29, 36, 39, 65, 68, 70, 71, 72, 73, 77, 84, 85, 87, 100, 108, 122, 123, 129, 135, 136, 137, 138, 140, 142], "main": [9, 54, 70, 72, 86, 93, 94, 100, 110, 135, 136, 137, 141], "maintain": [42, 45, 70, 74, 135, 141], "majid": [19, 20, 28, 29, 68], "major": [36, 70, 136, 140], "make": [2, 6, 70, 74, 76, 78, 84, 86, 90, 105, 110, 111, 112, 131, 136, 139, 140, 142], "make_wind_directions_adjac": 63, "manag": [3, 67, 70, 135], "mani": [36, 65, 108, 109, 137, 139, 140, 142], "manipul": 74, "manner": [64, 79, 137, 141], "manual": [69, 70, 135, 138], "map": [6, 50, 61, 62, 63, 64, 70, 84, 103, 111, 133], "map_to_expanded_input": 62, "map_turbine_powers_uncertain": 62, "marker": [38, 64, 65, 82, 90, 99, 115, 123, 129, 136], "markers": 38, "market": [36, 64, 74, 125, 142], "martinez": [19, 20, 29, 68], "mart\u00ednez": [28, 68], "mask_upstream_wak": 30, "mass": [107, 137], "mast": 99, "match": [11, 19, 38, 53, 62, 75, 80, 83, 100, 105, 106, 107, 109, 112, 128, 134, 141], "match_profile_to_ax": 37, "math": 141, "mathbb": 137, "mathbf": 71, "mathemat": [65, 67, 136, 137, 141], "matlab": [115, 141], "matplotlib": [37, 38, 64, 65, 73, 74, 76, 78, 79, 80, 81, 82, 83, 84, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 128, 129, 131, 136, 138, 141, 142], "matplotlibdeprecationwarn": 106, "matric": 64, "matrix": [72, 75, 110, 126, 142], "max": [54, 87, 88, 94, 107, 109, 129], "max_spe": [37, 93, 94, 97, 118, 119, 120], "max_w": [93, 94, 97, 118], "max_work": [47, 57, 85], "maxim": [42, 44, 45, 48, 55, 56, 87, 105, 108, 137, 142], "maximum": [7, 12, 16, 19, 35, 37, 38, 44, 45, 71, 94, 141], "maximum_yaw_angl": [52, 54, 55, 56, 57, 84, 85, 87, 136], "maxit": [105, 106], "md": 70, "mean": [7, 8, 11, 12, 19, 36, 62, 64, 70, 71, 74, 85, 98, 105, 107, 109, 125, 129, 136, 138, 140, 142], "mean_dist": 46, "meaning": 136, "meant": [36, 64, 74], "measur": 99, "mechan": [19, 20, 28, 29, 68, 70], "median": [107, 109, 129], "meet": [67, 138], "member": [74, 85], "mention": 142, "merg": [36, 70], "merge_floris_model": 36, "mesh": 37, "mesh_y_rot": 30, "meshgrid": [84, 85, 96, 136], "messag": [39, 62, 70, 133], "met": 99, "met_mast_opt": 99, "meter": [12, 36, 38, 64, 108, 137], "method": [6, 7, 8, 11, 12, 20, 36, 37, 39, 42, 46, 48, 50, 64, 70, 72, 73, 74, 75, 76, 77, 78, 81, 82, 83, 85, 86, 87, 99, 100, 102, 103, 104, 110, 122, 123, 125, 127, 128, 129, 131, 135, 136, 138, 139, 140, 141, 142], "metric": [65, 69], "michael": 68, "mid": 133, "middl": [90, 127], "might": [83, 136], "migoya": [21, 68], "mimic": 99, "min": [87, 107, 109, 127, 128, 129, 142], "min_dist": [42, 43, 44, 45, 46, 47, 48, 106, 108, 109, 137], "min_dist_d": [44, 47, 107, 108, 109, 129, 137], "min_spe": [37, 93, 94, 97, 118, 119, 120], "min_w": [93, 94, 97, 118], "minim": [55, 105, 137, 138], "minimum": [7, 37, 39, 42, 45, 107, 109, 126, 137, 141], "minimum_yaw_angl": [52, 54, 55, 56, 57, 84, 85, 87, 136], "misalign": [11, 12, 19, 29, 62, 71, 83, 134, 138, 140, 141], "mix": [9, 19, 26, 29, 75, 78, 88, 89, 90, 93, 94, 140], "mixedoperationturbin": [11, 138], "mixin": [3, 61], "mixing_fin": 29, "mixing_gain_deflect": [19, 29, 94], "mixing_gain_veloc": [29, 93], "mixing_i": [19, 29], "mode": [12, 70, 78, 86, 105, 106, 140], "model": [3, 4, 7, 9, 11, 12, 13, 19, 20, 21, 22, 24, 25, 26, 28, 29, 31, 32, 33, 34, 36, 37, 42, 45, 53, 57, 60, 62, 64, 65, 66, 67, 68, 69, 72, 74, 75, 76, 77, 78, 80, 82, 83, 85, 87, 89, 90, 91, 93, 94, 95, 96, 97, 98, 99, 100, 108, 109, 110, 111, 112, 114, 121, 122, 123, 124, 127, 128, 133, 134, 139, 142], "model_fmodel": 136, "model_manag": 9, "model_map": 70, "model_plot": 141, "model_str": [13, 100, 133, 141], "modif": [71, 110, 136], "modifi": [20, 35, 39, 70, 93, 94, 136], "modul": [2, 10, 11, 14, 18, 23, 27, 39, 40, 41, 49, 51, 58, 70, 73, 105, 118], "modular": 67, "modulo": 63, "monoton": 64, "more": [4, 7, 16, 19, 20, 36, 60, 62, 64, 65, 66, 70, 71, 76, 79, 102, 104, 115, 124, 131, 134, 136, 137, 139, 140, 141, 142], "moreov": 97, "mose": 64, "most": [36, 44, 64, 67, 70, 71, 72, 78, 88, 90, 136, 137, 138, 140, 141, 142], "mostli": [70, 83, 140], "mous": 69, "move": [9, 37, 70, 128, 135, 137, 140], "movement": 137, "much": [37, 50, 67, 84, 85, 87, 105, 126, 140], "mudafort": [28, 68], "multi": [112, 133, 134], "multi_dim": 112, "multi_dimensional_cp_ct": [12, 110, 134, 139], "multidim_condit": [6, 12, 110, 111, 133], "multidimension": [12, 59], "multipl": [6, 8, 26, 36, 57, 62, 67, 73, 102, 104, 110, 133, 136, 140], "multipleloc": 100, "multipli": [6, 29, 36, 57, 62, 64, 76, 77, 102, 104, 106, 142], "multiprocess": [47, 57], "murphi": 64, "must": [4, 7, 11, 12, 29, 60, 64, 70, 72, 74, 75, 77, 110, 130, 131, 133, 134, 136, 138, 140, 142], "mute": 69, "mw": [59, 81, 82, 83, 86, 92, 93, 94, 117, 138, 139], "mwh": [105, 106, 123, 125, 142], "n": [7, 16, 20, 30, 34, 37, 63, 65, 68, 71, 74, 77, 78, 84, 85, 86, 88, 90, 91, 103, 110, 117, 123, 124, 125, 126, 127, 131, 136, 137, 142], "n_boundary_turb": [43, 50], "n_boundary_turbin": 43, "n_col": [37, 121, 136], "n_combin": 78, "n_derating_level": 78, "n_findex": [5, 6, 7, 12, 36, 57, 62, 64, 72, 73, 74, 75, 76, 77, 84, 85, 87, 88, 89, 101, 102, 136, 140, 142], "n_grid": 12, "n_individu": 47, "n_point": 101, "n_row": [37, 121, 136], "n_sample_point": 62, "n_turbin": [5, 7, 12, 36, 57, 62, 72, 75, 76, 84, 85, 87, 117, 136, 140], "n_turbulence_intens": 64, "n_unexpand": 62, "n_w": 77, "n_wd": [77, 106], "n_wind_condition_split": [57, 85], "n_wind_dir": 76, "n_wind_direct": [57, 64, 142], "n_wind_spe": [57, 64, 76, 142], "n_yaw": 78, "n_zero": 77, "nacel": 12, "name": [4, 13, 45, 59, 60, 61, 64, 70, 71, 73, 118, 133, 134, 135, 138, 139, 140], "nan": 142, "nation": [31, 68, 70], "ncol": [37, 43, 50, 83], "ndarrai": [4, 5, 6, 7, 8, 9, 11, 12, 15, 16, 17, 19, 20, 21, 22, 24, 25, 26, 28, 29, 30, 31, 32, 33, 34, 36, 37, 38, 57, 59, 61, 63, 70], "ndarrayax": 64, "ndarraybool": [12, 36, 57], "ndarrayfilt": [8, 12], "ndarrayfloat": [5, 6, 7, 8, 9, 12, 36, 57, 59, 62, 63, 64], "ndarrayint": [7, 12], "ndarrayobject": [5, 12], "ndarraystr": [5, 12], "near_i": 38, "near_x": 38, "nearer": 111, "nearest": [12, 63, 64, 74, 102, 110, 131, 133, 142], "nearestndinterpol": 96, "nearli": [65, 70], "necessari": [11, 64, 67, 85, 106], "need": [11, 20, 35, 64, 65, 69, 70, 71, 78, 84, 85, 86, 87, 100, 101, 103, 131, 134, 136, 139, 141], "neg": [63, 64, 105, 141], "neglig": 83, "neighbor": [36, 38, 57, 62, 74, 110, 133, 137, 142], "neither": [61, 64], "neq": 137, "nest": 63, "nested_get": 63, "nested_set": 63, "never": 67, "new": [36, 37, 38, 46, 59, 64, 67, 68, 70, 83, 93, 102, 115, 132, 135, 136, 138, 139, 140, 141, 142], "new_vels_d": 115, "new_vels_row": 115, "next": [9, 73, 76, 83, 86, 105], "nez": [21, 68, 141], "ngel": [21, 68], "ngrid": [7, 8, 12], "niayifar": [68, 141], "nice": [70, 139], "nicolai": [33, 68], "niel": [31, 68], "nindic": 127, "nit": [86, 105, 106], "nnegaard": 68, "no_wak": 57, "node": [0, 63], "nomim": 86, "nomin": [62, 79, 116, 138, 140], "non": [67, 71, 116, 136, 137, 138, 142], "non_zero_freq_mask": 64, "nonconvex": 137, "none": [3, 4, 5, 6, 7, 8, 9, 11, 12, 13, 24, 26, 28, 29, 30, 31, 33, 34, 35, 36, 37, 38, 42, 43, 44, 45, 46, 47, 48, 50, 52, 55, 56, 57, 59, 60, 61, 62, 63, 64, 69, 70, 78, 88, 93, 94, 100, 106, 107, 108, 109, 114, 123, 138, 139], "nonevelocitydeficit": 32, "nonevelocitydeflect": 22, "nonewaketurbul": 25, "nonzero": [11, 26, 71], "nor": [61, 64], "norm": 137, "normal": [11, 24, 35, 36, 37, 64, 71, 74, 86, 92, 110, 115, 117, 124, 125, 126, 129, 134, 138, 142], "normal_vector": [7, 35, 36], "normalize_control_vari": 52, "normalz": 86, "north": [38, 63, 100, 105, 126, 127, 133], "north_row": 126, "northerli": 105, "northern": 129, "northwest": 118, "notabl": 140, "note": [4, 7, 8, 31, 36, 44, 53, 64, 68, 70, 71, 72, 74, 75, 77, 84, 85, 87, 88, 89, 97, 101, 102, 104, 108, 110, 111, 114, 115, 124, 127, 128, 131, 137, 138, 139, 141, 142], "notebook": [131, 136, 142], "noth": [13, 29, 59, 64, 84, 85, 87], "notic": [136, 139], "notimplementederror": [9, 11], "notion": 140, "now": [83, 84, 85, 86, 87, 100, 102, 105, 115, 117, 123, 124, 125, 126, 128, 139, 140, 142], "np": [15, 16, 17, 19, 20, 21, 26, 29, 35, 36, 37, 38, 54, 55, 61, 62, 63, 64, 65, 70, 72, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 105, 106, 107, 108, 109, 110, 111, 112, 114, 115, 116, 117, 118, 123, 124, 125, 126, 127, 128, 129, 131, 136, 138, 139, 140, 141, 142], "npoint": 43, "nrel": [60, 78, 81, 82, 83, 86, 89, 105, 106, 107, 113, 114, 135, 138, 140], "nrel5mw_d": 141, "nrel_5mw": [12, 139], "nreoptim": 106, "nrow": [43, 50, 83], "nturb": 42, "nudge_outward": 35, "null": 63, "num": 116, "num_ep": 3, "num_in_row": [93, 94, 97], "num_point": 64, "num_sector": 126, "num_turbin": 142, "num_w": 64, "num_wd": 64, "num_wind_direct": 142, "num_wind_spe": 142, "number": [7, 8, 9, 12, 16, 36, 37, 38, 42, 44, 50, 53, 54, 55, 62, 63, 64, 65, 68, 70, 72, 74, 75, 76, 77, 84, 85, 97, 105, 106, 107, 109, 115, 116, 126, 127, 136, 137, 139, 140], "numer": [35, 37, 61, 63, 65, 83], "numpi": [5, 7, 36, 57, 61, 62, 64, 65, 72, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 105, 106, 107, 108, 109, 110, 111, 112, 114, 115, 116, 117, 118, 123, 124, 125, 126, 127, 128, 129, 131, 136, 138, 139, 140, 141, 142], "nvertic": 100, "nw": [93, 94], "nwind": [103, 131], "nwind_ros": 142, "nx": 126, "nx3": 90, "ny": 126, "ny_pass": [56, 57, 84, 85, 87, 136], "nygaard": [33, 34, 68, 115, 141], "o": [38, 82, 105, 106, 115, 129], "object": [3, 4, 5, 21, 35, 36, 37, 38, 42, 45, 48, 53, 57, 59, 60, 61, 62, 64, 73, 75, 76, 77, 78, 81, 82, 83, 84, 85, 86, 87, 97, 101, 102, 103, 105, 106, 108, 118, 123, 124, 125, 126, 127, 128, 129, 131, 136, 137, 138, 139, 140], "object_": [8, 11, 12], "objective_candidate_log": 129, "objective_log_arrai": 129, "objective_log_array_het": 129, "objective_log_array_wr": 129, "objective_log_array_wrg": 129, "objfun": [86, 105, 106], "observ": 131, "obtain": [12, 36, 39, 100], "obviou": 70, "occupi": 50, "occur": [95, 110, 111, 142], "occurr": [36, 48, 57, 62, 64, 137], "off": [39, 70, 71, 91, 132], "offset": [20, 36, 38, 57, 62, 64, 74, 81, 82, 84, 85, 86, 87, 91, 137], "often": [70, 136, 138, 141], "old": 46, "omap": 63, "onc": [8, 70, 136], "one": [29, 36, 37, 57, 60, 62, 64, 67, 70, 72, 74, 78, 82, 84, 85, 87, 97, 98, 112, 114, 126, 128, 129, 132, 133, 136, 137, 139, 142], "ones": [70, 74, 78, 88, 90, 91, 106, 117, 123, 124, 125, 138, 142], "ones_lik": [79, 80, 86, 92, 99, 110, 112, 114, 136, 142], "ongo": [67, 70, 135], "onli": [11, 12, 31, 36, 57, 61, 62, 64, 65, 70, 71, 72, 79, 84, 85, 87, 90, 97, 101, 102, 104, 129, 131, 133, 136, 138, 139, 142], "onlin": [70, 86], "onto": [35, 71, 112, 140], "opac": 38, "opaqu": 67, "open": [37, 70, 126, 135], "openfast": 138, "oper": [11, 24, 36, 57, 62, 64, 65, 67, 70, 71, 75, 76, 77, 78, 85, 108, 123, 130, 136, 141, 142], "operation_model": [12, 36, 57, 134, 138, 140], "operatornam": 71, "opitim": 46, "opportun": 70, "opt_aep": [105, 106], "opt_avp": 105, "opt_loc": 48, "opt_method": 55, "opt_opt": [55, 105], "opt_yaw_angl": [54, 55], "optim": [34, 60, 64, 67, 68, 74, 79, 108, 123, 125, 126, 135, 136, 142], "optimizait": 129, "optimize_yaw_angl": [57, 85], "optimum": [55, 136], "option": [6, 7, 8, 12, 35, 36, 37, 38, 39, 42, 45, 53, 57, 59, 60, 62, 63, 64, 70, 83, 93, 94, 99, 106, 107, 133, 134, 136, 137, 138, 139, 142], "optopt": [45, 46, 48, 105, 106, 137], "optprob": [45, 46], "orbit": 126, "order": [7, 36, 37, 65, 70, 87, 101, 105, 110, 133, 134, 136, 137, 138, 141], "org": [28, 54, 63, 64, 68, 74, 86, 125, 142], "orient": [7, 19, 20, 29, 62, 68], "orig": 115, "orig_vels_d": 115, "orig_vels_row": 115, "origin": [24, 35, 36, 62, 63, 70, 71, 74, 93, 94, 100, 105, 110, 111, 115, 116, 121, 126, 128, 141], "orst": 115, "orstedrd": [33, 115], "other": [4, 11, 15, 20, 26, 35, 36, 53, 57, 60, 62, 64, 65, 67, 69, 70, 71, 74, 75, 79, 82, 84, 85, 87, 90, 98, 107, 111, 126, 136, 137, 139, 140, 141, 142], "otherwis": [36, 37, 39, 59, 62, 63, 71, 73, 133], "otto": [31, 68], "our": [70, 83, 135, 136], "out": [8, 12, 70, 75, 81, 82, 83, 86, 91, 106, 116, 126, 128, 129, 133, 135, 142], "outer": [105, 129], "outlin": [24, 70, 136, 141], "output": [5, 36, 37, 62, 70, 72, 76, 77, 88, 101, 102, 115, 117, 123, 133, 136, 138, 139, 142], "output_file_path": 4, "output_notebook": 69, "outset": 67, "outsid": [6, 101, 103, 131, 141], "over": [12, 29, 36, 62, 69, 74, 76, 84, 85, 88, 91, 96, 99, 126, 136, 138, 142], "overal": [86, 93, 94, 136], "overlaid": 73, "overlap": [9, 71, 139], "overlap_gauss_interp": 33, "overload": [61, 62], "overrid": [38, 139], "overview": 142, "own": [70, 71, 80, 132, 138, 140, 142], "p": [28, 68, 69, 71, 102, 107, 137, 138], "p0": 126, "p_": 138, "p_p": 138, "p_w": 137, "pack": 137, "packag": [2, 5, 52, 55, 65, 66, 67, 70, 132, 135, 136, 137], "pad": 38, "page": [69, 70, 139], "pair": [6, 19, 20, 24, 26, 29, 42, 45, 61, 63, 71, 137, 140], "panda": [35, 36, 37, 69, 77, 96, 115], "panel": 90, "paper": 86, "paradigm": [65, 140], "parallel": [100, 104, 137], "parallel_floris_model": 135, "parallel_interfac": 85, "parallelflorismodel": [57, 85], "param": [36, 57], "param_idx": [36, 57], "paramet": [4, 5, 6, 7, 8, 9, 11, 12, 13, 15, 16, 17, 19, 20, 21, 22, 24, 25, 26, 28, 29, 30, 31, 32, 33, 34, 36, 37, 38, 44, 57, 59, 60, 61, 62, 63, 64, 71, 74, 79, 95, 96, 105, 106, 114, 126, 129, 133, 134, 136, 137, 138, 140, 141, 142], "parameter": [50, 53, 133, 139], "parameter_dictionari": [19, 20, 24, 26, 29], "park": [31, 34, 68, 141], "parse_opt_var": [45, 46], "parse_sol_var": [45, 46], "part": [87, 141], "particular": [12, 36, 57, 62, 103, 118, 135, 136], "pass": [31, 37, 45, 57, 59, 61, 62, 64, 70, 74, 76, 77, 78, 81, 82, 83, 84, 85, 86, 87, 95, 96, 102, 106, 116, 127, 131, 136, 137, 140, 142], "patch1675722485": 70, "path": [4, 5, 12, 36, 57, 59, 60, 61, 62, 64, 70, 132, 134, 136, 139], "pathlib": [59, 61], "patrick": 64, "pattern": [44, 108], "paul": [19, 20, 28, 29, 68], "pcolormesh": 37, "pd": [69, 77, 96, 115], "pdf": [107, 126], "peak": 134, "peak_shaving_fract": [134, 138], "peak_shaving_ti_threshold": 138, "peakshavingturbin": [11, 138], "pedersen": [34, 68, 115, 141], "per": [36, 37, 64, 74, 84, 85, 107, 123, 129, 136, 142], "percent": 76, "percent_gain": [105, 106], "percent_i": 126, "percent_wake_loss": 76, "percent_x": 126, "percentag": 69, "perf_count": [84, 85, 86, 117, 136], "perfect": 141, "perform": [4, 12, 44, 47, 60, 69, 70, 72, 83, 84, 85, 86, 87, 107, 108, 129, 130, 132, 136, 137], "perhap": 7, "perimit": [43, 50], "period": [110, 134], "permiss": 70, "perpendicular": 37, "person": 132, "perturb": [107, 137], "pfmodel": 85, "physic": [16, 33, 34, 60, 68, 71, 114, 138], "pi": [65, 114], "pictur": 136, "piec": 29, "piecewis": [29, 64, 71, 74, 125, 142], "pip": 132, "pipelin": 67, "pitch": [130, 138], "place": [11, 38, 39, 43, 50, 70, 71, 73, 107, 108, 109, 126, 129, 137, 140], "place_boundary_turbin": 50, "placehold": [22, 25, 32, 64], "placement": [38, 133, 137], "planar": 7, "planar_coordin": [7, 36], "plane": [7, 35, 36, 37, 73, 100, 101, 104, 113, 115, 121, 131, 136], "planform": 7, "plant": [5, 36, 37, 62, 137, 142], "platform": [60, 95, 134], "pleas": [70, 100, 132], "plot": [37, 38, 46, 53, 59, 64, 65, 69, 73, 74, 76, 78, 79, 80, 81, 82, 83, 84, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 99, 101, 102, 103, 104, 105, 106, 111, 112, 113, 115, 116, 117, 118, 119, 120, 121, 123, 124, 125, 126, 127, 128, 129, 131, 136, 137, 138, 141], "plot_boundary_dict": 42, "plot_comparison": [59, 139], "plot_coordinate_system": 100, "plot_ct_curv": 139, "plot_distance_pmf": [47, 107], "plot_farm_terrain": [38, 118], "plot_het_bond": 37, "plot_het_bound": 37, "plot_hub_height": [59, 139], "plot_kwarg": [59, 139], "plot_layout": 43, "plot_layout_opt_boundari": [42, 129], "plot_layout_opt_result": [42, 46, 105, 106, 107, 108, 109], "plot_lin": 53, "plot_power_curv": [59, 139], "plot_progress": [42, 107], "plot_rotor_diamet": [59, 139], "plot_rotor_valu": [37, 94, 121, 136], "plot_single_speed_multipli": [103, 129, 131, 142], "plot_thrust_coefficient_curv": [59, 139], "plot_ti_over_w": [64, 74, 124, 142], "plot_turbine_label": [38, 73, 101, 118, 136, 138], "plot_turbine_point": [38, 73, 118], "plot_turbine_rotor": [38, 73, 118, 138, 141], "plot_value_over_w": [64, 74, 125, 142], "plot_waking_direct": [38, 73, 118], "plot_wind_ros": [64, 128, 142], "plote": 139, "plotting_dict": [38, 118], "plotting_dict_point": 38, "plotting_dict_region": 38, "plt": [37, 38, 59, 65, 73, 74, 76, 78, 79, 80, 81, 82, 83, 84, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 128, 129, 131, 136, 138, 141, 142], "plug": 70, "pmf": 47, "point": [5, 6, 7, 9, 12, 16, 35, 36, 37, 38, 43, 50, 54, 62, 64, 65, 67, 69, 70, 71, 72, 73, 87, 94, 98, 100, 101, 102, 103, 110, 113, 114, 115, 116, 118, 126, 127, 128, 129, 131, 132, 133, 141, 142], "pointer": 69, "points_i": [7, 99], "points_x": [7, 99], "points_z": [7, 99], "pointsgrid": [7, 9], "polar": [123, 126, 127, 128, 142], "polarax": 142, "poly_out": 47, "popt": 126, "popular": [70, 71, 141], "port": [19, 20, 29, 68, 141], "portal": 126, "portalfil": 126, "portion": 70, "posit": [36, 38, 57, 62, 63, 71, 129], "posixpath": [5, 12], "possibl": [19, 20, 24, 26, 29, 60, 67, 70, 76, 78, 85, 108, 109, 114, 137, 142], "possibli": 60, "post": [66, 70, 132], "postprocess": [85, 136], "potenti": [38, 97, 132], "poulsen": [34, 68], "power": [5, 11, 12, 35, 36, 48, 55, 56, 57, 59, 60, 62, 64, 68, 74, 75, 78, 79, 81, 82, 83, 84, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 101, 102, 110, 111, 115, 116, 117, 123, 125, 126, 127, 128, 129, 130, 134, 137, 138, 139, 140, 142], "power_baselin": 83, "power_coeff": 114, "power_coeffici": [60, 114], "power_curv": 59, "power_differ": 96, "power_fix": 95, "power_flo": 95, "power_floating_defined_flo": 95, "power_fract": 138, "power_funct": 12, "power_opt": 83, "power_setpoint": [5, 11, 12, 36, 57, 75, 78, 88, 138], "power_setpoint_resolut": [62, 116], "power_setpoints_2": 88, "power_setpoints_sort": 5, "power_thrust_data_fil": [12, 134], "power_thrust_mod": 78, "power_thrust_t": [11, 12, 88, 112, 114, 134, 138, 139, 140], "powers_bas": [92, 138], "powers_cosine_loss": 138, "powers_fix": 96, "powers_flo": 96, "powers_orig": 114, "powers_peak_shav": [92, 138], "pp": 140, "pr": [69, 70, 130], "practic": [83, 84, 85, 87], "pre": [59, 139], "precalculate_overlap": 33, "precis": 116, "precommit": 70, "predefin": 7, "predict": [68, 83, 130, 141], "preiniti": 37, "prepar": 31, "prepare_funct": [3, 15, 16, 17, 19, 20, 21, 22, 24, 25, 26, 28, 29, 30, 31, 32, 33, 34, 70], "preprint": [28, 68, 86], "preprocess": [85, 136], "present": [4, 37, 84, 85, 87, 110, 141], "preset": 7, "prevent": [70, 83, 87], "previou": [19, 70, 102, 111, 127, 135, 136], "previous": [102, 112, 139, 140], "price": [36, 64, 74, 105, 123, 125, 142], "primari": [7, 37, 66, 67, 116, 133, 136, 139], "primarili": [9, 64, 67], "print": [7, 36, 60, 62, 63, 72, 74, 76, 77, 79, 81, 82, 83, 84, 85, 86, 87, 94, 96, 98, 101, 102, 105, 106, 109, 110, 116, 117, 123, 126, 127, 128, 129, 131, 136, 138, 139, 142], "print_dict": 36, "print_nested_dict": 63, "print_progress": 56, "print_tim": [57, 85], "print_worker_progress": 57, "printout": 128, "prior": [4, 65, 70, 135, 137, 139], "probabl": [106, 107, 126, 137], "probe": 5, "problem": [85, 105, 106, 137], "procedur": 70, "process": [66, 70, 81, 82, 83, 84, 86, 87, 132, 133, 135, 136, 137, 139], "produc": [12, 20, 36, 59, 60, 64, 74, 88, 102, 105, 122, 124, 125, 129, 134, 136, 137, 138, 139, 140, 142], "product": [36, 42, 45, 48, 55, 56, 57, 62, 76, 77, 79, 80, 83, 87, 105, 108, 123, 125, 130, 136, 137, 138, 142], "profil": [4, 29, 34, 36, 37, 53, 68, 91, 93, 94, 96, 97, 104, 113, 115, 133, 141], "profile_rang": [4, 36, 100], "profiles_fig": 100, "progress": 137, "project": [35, 132, 136], "project_onto": 35, "propag": 137, "propagate_flowfield_from_work": 57, "proper": 61, "properli": 64, "properti": [3, 5, 8, 13, 20, 36, 39, 42, 57, 62, 139], "provid": [5, 12, 36, 37, 38, 39, 45, 48, 53, 54, 59, 62, 64, 70, 71, 73, 74, 75, 76, 77, 94, 95, 96, 105, 106, 107, 108, 112, 113, 115, 125, 127, 131, 132, 133, 136, 137, 138, 139, 140, 141, 142], "proxi": 118, "pseudocolor": 37, "pshape": 63, "pt": 140, "publicli": 140, "publish": [16, 33, 34, 68, 70], "pull": [70, 89, 129, 135, 142], "puor": 96, "pure": 54, "purpos": [70, 106, 110, 111, 140], "push": [70, 105], "put": [11, 37, 65, 127, 136], "py": [2, 11, 70, 77, 78, 84, 85, 86, 87, 92, 96, 106, 127, 128, 129, 135, 138, 140], "pyoptspar": 135, "pyoptspars": [45, 135], "pypi": [70, 135], "pyplot": [37, 64, 65, 73, 74, 76, 78, 79, 80, 81, 82, 83, 84, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 128, 129, 131, 136, 138, 141, 142], "pyproject": 70, "pytest": 70, "python": [61, 69, 70, 105, 132, 135, 136, 140], "q": [7, 132], "quaniti": 65, "quantifi": 57, "quantiti": [57, 63, 65, 74, 136], "question": [63, 70, 132], "quick": [86, 138], "quickli": [71, 136, 137], "quit": 139, "quiver": [37, 100], "quiver_length": 100, "r": [7, 28, 30, 35, 65, 68, 76, 78, 79, 80, 81, 82, 83, 86, 100, 111, 116, 118, 129, 137], "rad": 50, "radial": 115, "radian": [71, 105], "radio": 70, "radiu": [35, 44], "rafmudaf": 70, "rais": [4, 9, 11, 38, 61, 63, 64, 139], "ramp": [84, 85, 87], "rand": 142, "randn": [74, 105, 107, 109, 123], "random": [74, 77, 105, 106, 109, 117, 123, 124, 125, 142], "random_se": 47, "randomli": 77, "rang": [7, 35, 36, 37, 63, 71, 76, 81, 82, 83, 84, 85, 86, 87, 93, 94, 97, 100, 102, 103, 111, 112, 115, 117, 126, 127, 129, 131, 132, 136, 137, 142], "range1d": 69, "rare": 67, "rate": [19, 29, 71, 75, 78, 83, 88, 92, 93, 138], "rated_pow": [75, 78], "rather": [63, 85, 129, 137, 140, 142], "ratio": [12, 60, 134], "rc": 30, "rcalt": 29, "re": [36, 77, 78, 128, 135], "reach": [71, 105], "read": [64, 70, 127, 128, 142], "read_csv": 115, "read_csv_long": [64, 74, 77, 84, 85, 87, 96, 126], "read_wrg_fil": 64, "readi": [4, 59], "readili": 140, "readm": 70, "realist": [115, 136], "reason": [70, 112, 142], "recal": 136, "recalcul": [12, 98], "receiv": 11, "recommend": [53, 64, 70, 115, 135], "recomput": 98, "record": 39, "recov": 140, "recoveri": [19, 71, 93, 141], "recreat": 61, "rect": 100, "rectangl": [105, 106, 107], "rectangular": 136, "red": [69, 99, 114, 118, 127, 137], "reduc": [36, 61, 62, 84, 92, 134, 136, 138], "reduct": [19, 71, 92], "reestablish": 7, "ref": 69, "ref_air_dens": [8, 12, 60, 114, 134, 138, 139, 140], "ref_density_cp_ct": 140, "ref_lines_d": 37, "ref_lines_x2_d": 37, "ref_lines_x3_d": 37, "ref_rotor_diamet": [4, 36], "ref_tilt": [5, 8, 12, 60, 95, 96, 114, 115, 134, 138, 139, 140], "ref_tilt_cp_ct": 140, "ref_tilts_sort": 5, "refactor": 67, "refer": [5, 12, 16, 19, 20, 21, 24, 26, 28, 29, 31, 35, 36, 37, 38, 53, 57, 60, 64, 70, 71, 75, 88, 100, 112, 114, 115, 129, 138, 139, 141, 142], "reference_height": [4, 36], "reference_wind_height": [6, 36, 57, 75, 133], "refin": [81, 82, 83, 84, 85, 86, 87, 136], "reflect": [71, 77, 94, 108, 123, 140, 142], "regard": [65, 70], "regardless": 138, "region": [6, 20, 38, 101, 118, 137, 138], "regist": 70, "regress": 70, "regroup": 140, "regular": [37, 136], "regulargridinterpol": 33, "regularli": 135, "reiniti": [36, 64, 81, 82, 83, 86, 87, 89, 104, 133, 140], "reinitialize_bg": [43, 50], "reinitialize_xi": [43, 50], "rel": [4, 5, 7, 36, 38, 57, 61, 64, 65, 70, 84, 85, 105, 131], "relat": [12, 21, 139], "relationship": [11, 12, 20, 138], "relative_gain": 84, "releas": [135, 141], "relegation_numb": 47, "relev": 138, "reli": 69, "reload": 61, "remaind": [63, 83], "rememb": [136, 140], "remot": 70, "remov": [20, 61, 71, 87, 112, 116, 139, 140], "ren": 68, "renam": 140, "reoptim": 106, "reorder": 63, "reorgan": [71, 141], "repeat": [82, 85, 87, 102, 106, 110, 129, 142], "replac": [57, 71, 114, 140], "replai": 45, "report": [36, 62, 132, 136], "repositori": [132, 135], "repres": [35, 36, 37, 38, 42, 45, 64, 71, 74, 78, 105, 123, 125, 129, 136, 137, 138, 141, 142], "represent": [5, 12, 136], "representative_wind_spe": [64, 129, 142], "repurpos": 67, "request": [12, 70, 132], "requir": [3, 4, 7, 12, 57, 60, 61, 70, 72, 104, 110, 112, 136, 137, 138, 139, 140, 141, 142], "rerun": [106, 139], "resampl": [64, 74, 126], "resample_by_interpol": 64, "rescale_axi": 35, "research": 70, "reset": [12, 37, 62, 75, 78, 91, 105], "reset_oper": [36, 62, 75, 78, 112, 136, 138, 140], "reset_rotor_area": 12, "reset_rotor_diameter_depend": 12, "reset_rotor_radiu": 12, "reshap": [62, 76, 88, 91, 105, 107, 109, 138, 142], "resolut": [4, 7, 35, 36, 37, 62, 79, 100, 116, 121], "resolv": [61, 70], "resourc": [64, 105, 126, 129, 142], "respect": [11, 64, 71, 76, 86, 95, 96, 128, 137, 138, 140], "respond": 138, "rest": [70, 84, 85, 87, 141], "restor": 39, "result": [15, 16, 17, 35, 50, 62, 63, 65, 67, 75, 76, 77, 78, 79, 81, 82, 83, 86, 88, 89, 95, 102, 103, 104, 105, 106, 108, 116, 117, 123, 128, 129, 132, 136, 138, 141, 142], "retain": 63, "retir": 140, "retriev": 7, "retun": 136, "return": [3, 4, 5, 6, 7, 8, 9, 11, 12, 13, 15, 16, 17, 19, 20, 21, 22, 24, 25, 26, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 42, 43, 48, 50, 53, 54, 55, 57, 59, 60, 61, 62, 63, 64, 70, 76, 99, 124, 125, 126, 136], "return_fig": 59, "return_fig_object": [37, 121, 136], "reus": [62, 67], "revers": [37, 63], "reverse_cut_plane_x_axis_in_plot": 37, "reverse_rotate_coordinates_rel_west": [63, 100], "rho": [43, 45, 46], "ri": [31, 68], "richard": [16, 68], "right": [54, 71, 86, 133, 137], "right_x": 54, "rightarrow": 71, "ro": [78, 87, 89], "robinson": [16, 68], "robust": [68, 79, 137], "root": [7, 85, 98, 134], "rose": [64, 74, 76, 77, 84, 85, 87, 96, 105, 123, 126, 127, 128, 129, 136, 142], "rotat": [7, 38, 43, 44, 50, 63, 100, 128, 130, 137], "rotate_coordinates_rel_west": 63, "rotation_offset": 38, "rotation_rang": [44, 137], "rotation_step": [44, 137], "rotor": [7, 8, 12, 19, 20, 24, 26, 29, 35, 36, 37, 38, 42, 45, 54, 59, 60, 71, 73, 81, 82, 83, 86, 100, 105, 106, 107, 115, 118, 130, 134, 136, 137, 139], "rotor_area": 12, "rotor_diamet": [5, 12, 20, 24, 25, 28, 33, 38, 42, 54, 60, 65, 93, 94, 97, 114, 115, 134, 139], "rotor_diameter_i": [19, 20, 21, 22, 29, 30, 31, 32, 33, 34, 70, 77, 84, 85, 87, 92, 128, 129, 138], "rotor_diameters_sort": [5, 84, 85], "rotor_effective_veloc": [5, 8], "rotor_radiu": [12, 65], "rotor_velocity_air_density_correct": 8, "rotor_velocity_tilt_cosine_correct": 8, "rotor_velocity_yaw_cosine_correct": 8, "rough": 54, "roughli": [37, 105], "round": [38, 62, 63, 89, 116], "round_nearest": 63, "round_nearest_2_or_5": 63, "routin": [66, 67, 94, 113, 132, 136, 137, 142], "row": [7, 36, 37, 38, 50, 64, 81, 83, 84, 85, 97, 102, 115, 116, 119, 136, 137], "rowpark_orst": 115, "rtype": 37, "rule": [53, 70, 84, 85, 87], "run": [5, 36, 37, 45, 57, 62, 64, 65, 69, 70, 72, 73, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 101, 102, 103, 104, 105, 106, 110, 111, 112, 113, 114, 115, 116, 117, 121, 123, 128, 129, 131, 132, 135, 137, 138, 142], "run_no_wak": [36, 62, 76, 77, 140], "runner": [5, 12, 77, 78, 84, 85, 87, 92, 127, 128, 129, 138], "runtimewarn": [77, 78, 84, 85, 87, 92, 127, 128, 129, 138], "ryan": [19, 20, 29, 68], "safe": 70, "safeconstructor": 63, "same": [7, 12, 20, 36, 54, 61, 62, 63, 64, 65, 70, 71, 72, 74, 75, 76, 79, 88, 100, 102, 105, 106, 123, 133, 136, 138, 139, 140, 141, 142], "sampl": [36, 37, 62, 65, 100, 116], "sample_flow_at_point": [36, 99], "sample_velocity_deficit_profil": [4, 36, 100], "sandbox": 135, "satisfactori": 71, "satisfi": 137, "save": [4, 37, 53, 61, 84, 85, 87, 93, 94, 135], "save_path": 37, "sc": 96, "scada": 79, "scalar": [61, 63, 65, 74, 138, 140], "scale": [8, 20, 24, 35, 71, 95, 96, 100, 107, 110, 111, 126, 142], "scale_unit": 100, "scan": 122, "scatter": [64, 65, 80, 96, 99, 114, 115, 129, 136, 142], "scenario": 35, "schmidt": [16, 68], "scienc": [19, 20, 28, 29, 64, 68, 74, 125, 142], "scipi": [6, 48, 52, 55, 86, 96, 105, 107, 126], "scratch": 45, "script": [61, 67, 69, 84, 85, 93, 94, 126, 136], "scroll": 70, "sea": 71, "search": 109, "second": [45, 64, 71, 84, 85, 87, 89, 100, 103, 107, 111, 136, 138, 141, 142], "secondari": [9, 19, 20, 29, 68], "seconds_per_iter": [47, 107, 109, 129], "section": [70, 110, 135], "sector": [64, 126, 127, 128, 129, 142], "see": [4, 7, 19, 20, 29, 33, 34, 36, 54, 61, 62, 65, 70, 71, 79, 86, 96, 132, 133, 134, 136, 138, 140, 141], "seed": [105, 106, 107, 109], "seem": 71, "seen": [104, 141], "segment": [64, 125, 142], "select": [12, 16, 70, 77, 110, 128, 129, 130, 133, 136, 137, 139, 140, 141], "select_multidim_condit": 12, "self": [7, 64, 70], "semi": 86, "sens": 105, "sep": 64, "separ": [64, 71, 137, 138, 142], "seper": 74, "seq": 63, "sequenc": [5, 64, 70, 136], "sequenti": 7, "sequential_solv": [9, 115], "seri": [7, 12, 16, 33, 34, 63, 64, 68, 70, 73, 74, 76, 77, 79, 102, 103, 117, 123, 124, 125, 131, 142], "serial": [81, 82, 83, 84, 85, 86, 87, 136], "serialrefin": [83, 136], "set": [5, 7, 19, 29, 36, 37, 38, 39, 45, 52, 55, 57, 59, 62, 63, 64, 65, 66, 70, 71, 72, 73, 74, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 125, 127, 129, 130, 131, 132, 133, 136, 137, 138, 139, 141], "set_aspect": [65, 96, 129], "set_awc_amplitud": 5, "set_awc_amplitudes_to_ref_amp": 5, "set_awc_frequ": 5, "set_awc_frequencies_to_ref_freq": 5, "set_awc_mod": 5, "set_awc_modes_to_ref_mod": 5, "set_fonts": 84, "set_for_viz": 36, "set_grid": 7, "set_layout": [64, 128], "set_major_loc": 100, "set_oper": 36, "set_operation_model": [36, 57, 75, 78, 88, 89, 90, 91, 92, 138], "set_origin": 35, "set_param": [36, 57], "set_power_setpoint": 5, "set_power_setpoints_to_ref_pow": 5, "set_rot": 84, "set_size_inch": [93, 94, 97, 99, 115], "set_ti_t": [64, 128], "set_tilt_to_ref_tilt": 5, "set_titl": [73, 76, 79, 82, 83, 84, 86, 87, 90, 92, 95, 96, 97, 100, 102, 103, 106, 111, 112, 116, 118, 123, 124, 125, 126, 127, 129, 131, 142], "set_vis": 127, "set_wd_step": [64, 127, 142], "set_wind_direct": 127, "set_wind_spe": [64, 128, 142], "set_xlabel": [76, 78, 79, 80, 81, 82, 83, 84, 86, 87, 88, 91, 92, 93, 94, 96, 97, 99, 100, 102, 104, 111, 112, 114, 115, 116, 117, 126, 129, 136, 138, 142], "set_xlim": [37, 88, 100, 115], "set_xtick": [84, 86, 93, 94, 97], "set_xticklabel": [84, 86, 93, 94, 97], "set_yaw_angl": 5, "set_yaw_angles_to_ref_yaw": 5, "set_ylabel": [76, 78, 79, 80, 81, 82, 83, 84, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 99, 100, 102, 104, 111, 112, 114, 115, 116, 117, 123, 124, 125, 126, 129, 136, 138, 142], "set_ylim": [83, 100, 115], "set_yscal": 86, "set_ytick": 84, "set_yticklabel": 84, "set_zlim": 136, "setpoint": [12, 36, 53, 57, 62, 78, 88, 90, 138, 140], "setup": [70, 105, 106, 107], "sever": [37, 72, 76, 100, 103, 131, 133, 136, 140, 142], "shade": [38, 118, 137], "shade_region": [38, 118], "shaft": 60, "shallow": 92, "shape": [7, 8, 12, 20, 36, 57, 62, 63, 65, 72, 76, 78, 98, 105, 106, 107, 109, 110, 129, 136, 141, 142], "share": [64, 70], "sharei": [78, 81, 82, 83, 92, 102, 103, 131, 136], "sharex": [73, 81, 82, 83, 89, 90, 92, 95, 102, 103, 111, 112, 114, 118, 123, 124, 125, 131, 136, 138], "sharp": 71, "shear": [36, 43, 50, 57, 75, 104, 133], "shell": 135, "shift": [63, 126], "shift_amount": 126, "short": 70, "shortcut": [36, 37], "shorter": 29, "should": [2, 5, 6, 7, 8, 12, 20, 31, 36, 37, 39, 42, 50, 53, 54, 57, 59, 61, 62, 64, 67, 70, 71, 72, 83, 94, 110, 128, 134, 137, 139, 140], "show": [37, 38, 59, 64, 65, 69, 73, 74, 76, 78, 79, 80, 81, 82, 83, 84, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 128, 129, 131, 132, 133, 136, 137, 138, 141, 142], "show_bbox": [38, 118], "show_colorbar": [129, 142], "show_flow_cut": [93, 94], "show_point": 38, "showcas": 104, "shown": [73, 74, 133, 136, 137, 141], "shrink": [50, 87, 139], "shrink_boundari": [43, 50], "shut": [75, 89], "sigma": 30, "sigma_": 71, "sigma_0": 29, "sigma_0_d": [29, 71], "sigma_i": [29, 30, 71], "sigma_max_rel": 33, "sigma_y0": 29, "sigma_z": [29, 30, 71], "sigma_z0": [29, 77, 84, 85, 87, 92, 128, 129, 138], "sigmoid_integr": 29, "signal": [60, 74, 75, 138], "signatur": 70, "signific": 70, "significantli": [105, 140], "simd": 65, "similar": [19, 20, 36, 64, 74, 79, 100, 123, 129, 130, 135, 140, 142], "similarli": [62, 71, 74, 142], "simlei": 64, "simpl": [7, 8, 22, 25, 32, 36, 39, 53, 62, 71, 72, 78, 80, 89, 92, 105, 110, 123, 136, 137, 141], "simple_cubatur": 8, "simple_mean": 8, "simplederatingturbin": [11, 138], "simplefilt": 142, "simpler": [19, 71, 141], "simplest": [71, 135, 136, 138], "simpleturbin": [11, 138], "simpli": [11, 15, 108, 136, 137, 138], "simplic": 70, "simplifi": [19, 36, 53, 94, 113], "simul": [2, 4, 7, 12, 35, 36, 62, 66, 67, 70, 72, 74, 76, 89, 94, 95, 96, 99, 101, 102, 103, 110, 112, 113, 131, 132, 133, 136, 138, 139, 142], "simultan": 139, "sin": 65, "sinc": [7, 36, 65, 70, 78, 86, 104, 112, 127, 128, 129, 136, 138, 141, 142], "sind": 63, "sine": 63, "singl": [7, 8, 12, 16, 36, 52, 55, 57, 59, 62, 63, 64, 65, 68, 73, 95, 96, 99, 100, 104, 110, 115, 116, 129, 133, 136, 140, 141, 142], "sinner": [68, 137], "sinusoid": 138, "size": [7, 37, 38, 63, 64, 69, 70, 74, 83, 84, 102, 116, 127, 128, 136, 137, 139, 142], "size_d": 106, "skip": 22, "skip_fil": 2, "slice": [35, 36, 59, 93, 94, 97, 104, 115, 118, 131, 136], "slight": 71, "slightli": [35, 83, 140], "slope": [53, 64, 141], "slope_1": [64, 125], "slope_2": [64, 125, 142], "slower": [37, 122], "slsqp": [45, 48, 55, 86, 137], "sm": 106, "small": 112, "smaller": [74, 116], "smooth": [29, 112], "smoothing_length": 29, "smoothing_length_d": [29, 71], "smoothli": 71, "smoothstep": 71, "so": [2, 7, 8, 36, 37, 61, 63, 64, 65, 69, 70, 71, 75, 78, 94, 111, 136, 137, 139], "soa": 65, "softwar": [2, 66, 67, 70, 132, 135, 136], "sol": [45, 46, 105, 106], "sole": 140, "solid": [38, 93, 94, 97], "solut": [4, 28, 68, 69, 137, 138], "solv": [36, 70, 97, 106, 115, 137], "solve_for_point": 4, "solve_for_velocity_deficit_profil": 4, "solve_for_viz": 4, "solver": [4, 7, 36, 37, 45, 46, 48, 57, 67, 70, 110, 133, 137, 141], "solver_set": [36, 57], "some": [36, 65, 69, 70, 71, 77, 84, 85, 87, 89, 122, 127, 128, 136, 138, 140, 141, 142], "sort": [7, 105, 107, 109], "sorted_coord_indic": [5, 7], "sorted_indic": [5, 7], "sourc": [0, 3, 4, 5, 6, 7, 8, 9, 11, 12, 13, 15, 16, 17, 19, 20, 21, 22, 24, 25, 26, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 42, 43, 44, 45, 46, 47, 48, 50, 52, 53, 54, 55, 56, 57, 59, 60, 61, 62, 63, 64, 69, 70, 141], "south": 105, "southerli": 105, "sowfa": 35, "space": [4, 7, 43, 50, 63, 64, 105, 108, 109, 126, 132, 136, 137], "space_constraint": [43, 45, 46], "spanwis": [7, 20, 21, 91, 93, 94, 104, 113, 133, 141], "sparser": 129, "spatial": 21, "special": [4, 62, 70], "specif": [7, 11, 19, 20, 24, 26, 29, 36, 37, 42, 61, 65, 70, 99, 102, 103, 110, 136, 137, 141, 142], "specifi": [6, 8, 12, 19, 26, 29, 35, 36, 37, 38, 39, 42, 45, 57, 59, 60, 62, 64, 71, 72, 73, 74, 75, 84, 85, 87, 88, 99, 105, 106, 107, 108, 109, 127, 128, 129, 131, 133, 134, 135, 136, 137, 138, 139, 140, 142], "specifici": 142, "specified_condit": 12, "specified_pow": 114, "specififi": 142, "speed": [6, 7, 12, 32, 35, 36, 37, 48, 55, 56, 57, 59, 60, 62, 64, 65, 72, 74, 75, 76, 77, 78, 79, 80, 84, 85, 87, 88, 89, 91, 92, 95, 96, 97, 100, 101, 102, 104, 105, 106, 107, 109, 110, 111, 112, 114, 115, 116, 117, 123, 124, 125, 126, 127, 128, 129, 130, 131, 133, 134, 136, 137, 138, 140, 142], "speed_multipli": [6, 64, 101, 102, 103, 104, 106, 131], "speed_up": 101, "speedup": [117, 129, 131, 142], "spent": [85, 86], "sphinx": 70, "split": [81, 82, 83, 86], "spot": 132, "spp": [64, 74, 125, 142], "sqrt": [71, 77, 78, 84, 85, 87, 92, 128, 129, 138], "squar": [7, 17, 44, 105, 129, 136, 137], "squeez": [86, 95, 100], "sr": [16, 68], "stack": 64, "stackoverflow": 63, "stage": 70, "stai": 100, "stallard": [16, 68], "standard": [62, 64, 74, 79, 82, 101, 116, 124, 139, 142], "stane": 54, "start": [36, 43, 50, 54, 78, 92, 100, 106, 115, 117, 126, 127, 135], "start_tim": [84, 85, 86], "startswith": 106, "stash": 70, "stat": 107, "state": [3, 4, 37, 71, 130, 132], "statement": [39, 67], "static": [6, 11, 36, 44, 64], "statu": 70, "steadi": [4, 95, 96, 130, 132], "steady_state_atmospheric_condit": 4, "steen": 68, "steer": [9, 19, 20, 28, 29, 64, 68, 74, 83, 84, 85, 125, 137, 142], "stem": 112, "step": [63, 64, 70, 74, 76, 77, 84, 85, 88, 107, 109, 117, 123, 125, 126, 128, 129, 135, 136, 137, 139, 140, 142], "still": [62, 75, 102, 129, 136, 137, 140, 142], "stock": [16, 68], "stop": [54, 70], "store": [37, 45, 64, 77, 102, 103, 127, 128, 131, 140, 142], "storehistori": [45, 46], "str": [4, 5, 7, 8, 11, 12, 13, 19, 20, 21, 22, 28, 29, 30, 31, 32, 33, 34, 36, 37, 38, 39, 45, 57, 59, 61, 62, 63, 64, 70, 115, 128, 141], "str_": [5, 12, 36], "straightforward": 67, "strategi": [71, 138, 140], "stream": [19, 20, 29, 36, 37, 63, 92, 99, 100], "streamplot": 37, "streamwis": [19, 21, 29, 36, 37, 91, 93, 94, 96, 100, 104, 113, 133, 136], "streamwise_plane_loc": [93, 94, 97], "strength": 20, "stretch": 35, "string": [5, 12, 35, 36, 37, 60, 61, 64, 78, 140], "strive": 67, "strouhal": 138, "structur": [7, 9, 31, 67, 70, 72, 126, 133, 136, 138, 140, 142], "studi": [19, 20, 29, 68, 132], "style": [38, 64, 93, 94, 97], "subclass": [42, 52, 54, 55, 142], "subject": 137, "submit": [19, 20, 29, 68], "submodel": [11, 12], "submodul": 11, "subplot": [37, 65, 73, 76, 78, 79, 80, 81, 82, 83, 84, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 99, 100, 101, 102, 103, 104, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 122, 123, 124, 125, 126, 127, 128, 129, 131, 136, 138, 141, 142], "subplot_kw": [123, 126, 127, 128, 142], "subsequ": 138, "subset": [87, 118, 137], "substanti": 83, "subtract": 63, "success": [31, 70], "successfulli": [70, 86, 105, 106], "suffix": 112, "suggest": [71, 108, 141], "suit": 70, "suitabl": [136, 137], "sum": [17, 36, 57, 62, 74, 76, 77, 79, 86, 91, 92, 96, 105, 106, 107, 109, 126, 128, 136, 142], "sum_": 71, "sum_w": 137, "summari": 70, "super": [7, 20, 64], "superposit": [15, 16, 17, 68], "supersed": 115, "suppli": [7, 36, 37, 62, 72, 74, 100, 105, 109, 110, 116, 129, 130, 134], "support": [37, 57, 61, 70, 130, 131, 132, 133, 141], "suppos": 35, "suppress": 106, "suptitl": [93, 94, 96, 100, 103, 111, 112, 121, 123, 124, 125, 126, 127, 131, 136], "sure": [6, 70, 131, 135], "surfac": 71, "surpris": 70, "surround": 131, "svensen": 34, "svensson": 68, "sweep": [76, 81, 82, 90, 99, 111, 138, 142], "swept": [7, 8, 65, 78, 79, 116, 142], "switch": [92, 115, 137, 138], "syntax": 85, "synthes": 83, "synthet": 126, "system": [61, 100], "t": [7, 11, 16, 37, 50, 54, 61, 67, 68, 71, 81, 82, 83, 84, 85, 86, 87, 88, 90, 91, 93, 94, 97, 112, 115, 118, 128, 136, 138, 139], "t0": [78, 89, 136], "t1": [73, 78, 89, 91], "t10": 73, "t2": [73, 89], "t3": 73, "t4": 73, "t6": 136, "t75": 73, "t78": 73, "t9": 73, "t_idx": 111, "t_index": 73, "t_rang": 37, "t_t": 71, "t_tot": [84, 85], "tabl": [12, 63, 64, 74, 77, 83, 95, 96, 105, 110, 126, 130, 134, 142], "tag": [63, 70], "take": [70, 71, 98, 130, 137, 138, 142], "tand": 63, "tangent": 63, "target": 87, "task": 67, "team": [70, 132], "technic": 70, "techniqu": [21, 68], "technologi": 70, "teh": 116, "tell": 132, "templat": 70, "temporarili": 36, "ten": 115, "term": [19, 26, 29, 36, 57, 60, 62, 71, 138], "termin": [70, 86, 105, 106, 133, 135], "terrain": [38, 118], "test": [67, 69, 91, 114, 141], "test_i": 47, "test_min_dist": 47, "test_point_in_bound": 47, "test_x": 47, "text": [38, 70, 71, 100, 131, 137, 138, 139, 142], "th": [7, 37, 87], "than": [29, 37, 50, 63, 64, 71, 74, 77, 83, 101, 104, 118, 124, 129, 136, 138, 140, 142], "thei": [11, 36, 63, 64, 70, 71, 95, 98, 102, 112, 129, 133, 140, 141, 142], "them": [64, 67, 74, 100, 136, 139, 141, 142], "themselv": [65, 140, 141], "theoret": [19, 20, 29, 68], "theori": [71, 138], "therefor": [7, 70, 77, 83, 137, 138, 140, 142], "theta": 65, "thi": [2, 3, 4, 6, 7, 8, 9, 11, 12, 20, 21, 31, 35, 36, 37, 39, 42, 45, 48, 53, 54, 55, 57, 61, 62, 63, 64, 65, 66, 67, 69, 70, 71, 72, 73, 74, 75, 76, 77, 79, 80, 83, 84, 85, 86, 87, 88, 89, 90, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 110, 111, 113, 114, 115, 116, 117, 123, 125, 126, 127, 128, 129, 130, 131, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142], "thing": [87, 132], "think": 136, "third": [64, 113, 136], "those": [11, 36, 57, 62, 64, 71, 87, 105, 124, 127, 140], "though": 136, "three": [7, 12, 63, 90, 95, 100, 104, 123, 134], "threshold": 138, "through": [11, 35, 36, 37, 65, 67, 70, 78, 112, 119, 120, 126, 127, 132, 133, 135, 136, 138, 139, 140, 142], "throughout": [7, 29, 37, 65, 70, 141], "throw": [26, 61, 74], "thrust": [7, 11, 12, 19, 20, 29, 36, 59, 60, 71, 75, 92, 95, 96, 110, 111, 114, 130, 134, 138, 139, 140], "thrust_coeffici": [11, 12, 60, 112, 114, 115, 130, 134, 138, 140], "thrust_coefficient_curv": 59, "thrust_coefficient_funct": 12, "thrust_coefficients_bas": [92, 138], "thrust_coefficients_peak_shav": [92, 138], "thu": 138, "thumb": [53, 84, 85, 87], "thurst": 138, "ti": [25, 33, 64, 74, 76, 81, 82, 83, 123, 128, 129, 136, 139, 142], "ti_arrai": [99, 123], "ti_col": 64, "ti_col_or_valu": [64, 74, 77, 84, 85, 87, 96, 126], "ti_edg": 64, "ti_md": 139, "ti_resolut": [62, 79, 116], "ti_step": [64, 142], "ti_tabl": [64, 74, 75, 76, 83, 105, 106, 107, 109, 124, 125, 126, 127, 128, 129, 142], "tick": 84, "ticker": 100, "tight_layout": [83, 84, 91, 100, 123], "tighter": 137, "tightli": 70, "tile": [12, 88, 110], "tilt": [11, 12, 19, 29, 59, 60, 71, 75, 95, 96, 110, 111, 130, 134, 138, 139], "tilt_angl": [5, 8, 11, 12], "tilt_angle_i": 29, "tilt_angles_fix": 95, "tilt_angles_flo": 95, "tilt_angles_floating_defined_flo": 95, "tilt_angles_sort": 5, "tilt_i": 19, "tilt_interp": [8, 11, 12], "time": [45, 53, 64, 69, 70, 74, 76, 77, 79, 84, 85, 86, 87, 88, 97, 102, 103, 107, 109, 117, 123, 124, 125, 129, 131, 136, 140, 142], "time_geo": 86, "time_model_calcul": 136, "time_scipi": 86, "time_seri": [74, 76, 77, 79, 81, 82, 84, 85, 87, 90, 95, 102, 103, 111, 116, 117, 123, 124, 125, 131, 140, 142], "time_series_aep": 123, "time_series_avp": 123, "time_sr": 86, "timelimit": [45, 46], "timelin": 132, "timerpc": [84, 85, 86, 117], "timeseri": [64, 74, 75, 76, 77, 78, 79, 81, 82, 84, 85, 87, 90, 92, 95, 101, 102, 103, 108, 111, 115, 116, 117, 123, 124, 125, 127, 131, 138, 140], "timestamp": 63, "tindex": [82, 102], "tip": [12, 60, 134], "tip_speed_ratio": 20, "titl": [37, 64, 69, 70, 73, 91, 93, 94, 96, 101, 103, 104, 113, 115, 119, 120, 122, 123, 131, 136], "tl": 139, "tlit": 95, "tmp": [106, 127], "to_fil": 4, "to_windros": [64, 74, 123, 142], "to_windtiros": [64, 123, 142], "todo": [20, 35, 50, 61], "togeth": [5, 15, 73, 136, 141], "toler": 60, "toml": 70, "took": 86, "tool": [47, 60, 66, 137, 140], "tooltip": 69, "tooltip_label": 69, "top": [4, 37, 54, 93, 94, 126, 133, 136, 141], "top_left_i": 54, "top_left_yaw_low": 54, "top_left_yaw_upp": 54, "top_right_i": 54, "top_right_yaw_low": 54, "top_right_yaw_upp": 54, "tossa": [19, 20, 28, 29, 68], "total": [7, 50, 64, 72, 76, 77, 85, 86, 92, 123, 125, 136, 142], "total_optimization_second": [47, 107, 109, 129], "total_power_uplift_geo": 86, "total_power_uplift_scipi": 86, "total_power_uplift_sr": 86, "tp": 110, "tracebackinfofilt": 39, "track": [72, 136], "trad": 68, "transit": [127, 140], "translat": [44, 137], "translation_rang": [44, 137], "translation_step": [44, 137], "translation_step_d": [44, 137], "transpar": 38, "transvers": [9, 20], "trapezoid": 54, "travers": [36, 43, 50, 57, 63], "treat": [123, 139], "tri": 137, "tricontourf": [37, 106], "trigger": 12, "trim_to_circl": 44, "true": [12, 20, 34, 36, 37, 38, 39, 42, 45, 47, 52, 55, 56, 57, 62, 64, 71, 74, 75, 76, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 89, 90, 91, 92, 93, 94, 95, 96, 101, 102, 103, 104, 105, 106, 108, 110, 111, 112, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 128, 129, 131, 133, 136, 137, 138, 141, 142], "try": [99, 100, 107, 112], "tsr": [5, 12, 60, 114, 134, 139], "tsr_i": 20, "tsrs_sort": 5, "tunabl": 71, "tune": [11, 19, 20, 71, 137, 138, 141], "tupl": [7, 12, 35, 36, 37, 38, 44, 59, 61, 64, 136], "turb_u_wak": 28, "turb_v_i": 20, "turb_w_i": 20, "turbin": [2, 5, 7, 8, 9, 19, 20, 21, 24, 26, 28, 29, 35, 36, 37, 38, 42, 43, 44, 45, 48, 50, 52, 53, 54, 55, 57, 59, 60, 62, 64, 65, 66, 68, 70, 71, 72, 73, 74, 75, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 91, 93, 94, 96, 97, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 115, 116, 118, 119, 120, 121, 123, 127, 128, 129, 131, 133, 137, 141, 142], "turbine_average_veloc": [36, 89, 95, 98, 115], "turbine_axial_induction_funct": 5, "turbine_coordin": 7, "turbine_data": 60, "turbine_data_dict": [60, 114, 115], "turbine_definit": [5, 88], "turbine_depth": [81, 82, 83, 84, 86, 87, 136], "turbine_diamet": [7, 28], "turbine_dict": [60, 114, 139], "turbine_grid": 133, "turbine_grid_point": [98, 133, 136], "turbine_i": 54, "turbine_indic": [38, 118], "turbine_libari": 59, "turbine_librari": [5, 12, 75, 110, 114, 115, 133, 134, 135, 138, 139, 140], "turbine_library_path": [5, 12, 36, 57], "turbine_map": [5, 21, 59, 112, 139], "turbine_nam": [38, 60, 73, 115, 118], "turbine_obj": 139, "turbine_pow": [72, 76, 78, 89, 91, 93, 94, 101, 102, 110, 111, 112, 136, 140, 142], "turbine_power_funct": 5, "turbine_power_thrust_t": [5, 12], "turbine_powers_2": 90, "turbine_powers_3": 90, "turbine_powers_avail_d": 88, "turbine_powers_bas": 140, "turbine_powers_base_nowak": 140, "turbine_powers_by_wd": 102, "turbine_powers_der": 88, "turbine_powers_hs_1": 111, "turbine_powers_nom": [79, 116], "turbine_powers_orig": 88, "turbine_powers_unc": 116, "turbine_powers_unc_3": 79, "turbine_powers_unc_5": 79, "turbine_powers_yaw": 140, "turbine_powers_yawed_nowak": 140, "turbine_thrust_coefficient_funct": 5, "turbine_tilt_interp": 5, "turbine_typ": [5, 12, 36, 57, 60, 88, 110, 112, 114, 115, 133, 134, 140], "turbine_type_map": [5, 8, 12], "turbine_type_map_sort": 5, "turbine_util": 140, "turbine_weight": [36, 52, 55, 56, 57, 62, 80, 87], "turbine_x": 54, "turbine_yaw": 30, "turbinecubaturegrid": [7, 65], "turbinegrid": [7, 9, 65], "turbineinterfac": [59, 139], "turbinelibrari": [59, 139], "turbinemap": 21, "turbopark": 34, "turbopark_cubatur": 115, "turbopark_gauss": 115, "turbopark_solv": 9, "turboparkgauss": [115, 141], "turboparkgauss_cubatur": [115, 141], "turboparkgaussvelocitydeficit": [34, 141], "turboparkgaussvelocitydeficitmodel": 141, "turboparkvelocitydeficit": 33, "turboparkvelocitydeficitmodel": 141, "turbs_downstream": 53, "turbul": [7, 12, 13, 20, 24, 25, 26, 34, 36, 53, 56, 57, 62, 64, 68, 70, 71, 72, 74, 75, 76, 78, 79, 101, 102, 103, 116, 123, 124, 125, 128, 131, 133, 136, 138, 140], "turbulence_funct": 13, "turbulence_intens": [6, 11, 12, 28, 36, 53, 57, 62, 64, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 95, 96, 99, 101, 102, 103, 110, 111, 112, 114, 115, 116, 117, 119, 120, 121, 122, 123, 124, 125, 131, 132, 133, 136, 138, 140, 142], "turbulence_intensities_valid": 6, "turbulence_intensity_field": 6, "turbulence_intensity_field_sort": 6, "turbulence_intensity_field_sorted_avg": 6, "turbulence_intensity_i": [20, 21, 22, 28, 30, 31, 32, 34, 70], "turbulence_model": [13, 133], "turn": [26, 70, 91, 138], "two": [16, 37, 64, 65, 66, 67, 70, 72, 73, 75, 79, 86, 87, 88, 90, 92, 97, 99, 100, 102, 103, 110, 113, 116, 123, 125, 129, 131, 136, 137, 138, 140, 141, 142], "type": [3, 4, 5, 6, 7, 8, 9, 11, 12, 13, 15, 16, 17, 19, 20, 21, 22, 24, 25, 26, 28, 29, 30, 31, 32, 33, 34, 36, 37, 38, 57, 59, 61, 62, 63, 64, 65, 70, 75, 88, 112, 123, 127, 133, 134, 136, 140, 141, 142], "type_dec": 135, "typeerror": 61, "typic": [7, 12, 36, 57, 62, 63, 64, 65, 66, 70, 72, 76, 83, 124, 130, 132, 133, 134, 136, 141, 142], "u": [6, 7, 36, 37, 64, 71, 74, 98, 100, 115, 121, 125, 126, 136, 142], "u0": [77, 84, 85, 87, 92, 115, 128, 129, 138], "u_": 71, "u_at_point": 99, "u_field": [15, 16, 17], "u_i": [20, 28], "u_initi": [20, 28, 30, 32, 33, 34, 77, 78, 84, 85, 87, 92, 128, 129, 138], "u_initial_sort": 6, "u_norm": 115, "u_point": 98, "u_sort": 6, "u_wak": [15, 16, 17], "ufmodel": [82, 116], "ufmodel_3": 79, "ufmodel_5": 79, "uinf": 20, "ultim": 70, "uncertain": [82, 117], "uncertain_floris_model": 135, "uncertainflori": 79, "uncertainflorismodel": [57, 62, 79, 82, 116, 117, 142], "uncertainti": [36, 62, 79, 82, 116], "unchang": 25, "uncom": 70, "uncombin": 141, "under": [37, 74, 80, 92, 110, 138], "underli": [7, 36, 37, 57, 62, 129, 131, 138, 140, 142], "underscor": [106, 127], "underset": 137, "understand": [37, 136], "unexpand": 62, "uniform": [36, 62, 64, 74, 77, 78, 83, 105, 106, 108, 123, 142], "uniformli": 74, "uniniti": 3, "union": [12, 61], "uniqu": [36, 62, 72, 76, 79, 83, 116, 136], "unique_turbine_pow": 62, "unit": [7, 20, 36, 64, 70, 137], "unitless": 134, "univers": 64, "unless": 140, "unlik": [71, 74, 142], "unnecessari": 70, "unpack": 64, "unpack_for_reiniti": 64, "unpack_freq": [64, 77, 85], "unpack_valu": 64, "unrealist": 97, "unrel": 67, "unrot": 54, "unsorted_indic": [5, 6, 7], "unspecifi": 64, "unstag": 70, "until": [53, 128], "unus": 60, "unwant": 138, "up": [2, 6, 7, 12, 36, 37, 53, 57, 62, 63, 64, 70, 71, 76, 77, 84, 85, 87, 99, 101, 102, 104, 105, 107, 108, 109, 115, 123, 129, 131, 133, 134, 135, 136, 137, 138, 140, 141, 142], "updat": [31, 35, 57, 59, 64, 69, 70, 71, 84, 85, 91, 109, 128, 138, 141], "upgrad": 135, "uplift": [83, 84, 85, 86], "upload": 70, "upon": [36, 70], "upper": [54, 84, 87, 101, 136, 141], "upsampl": [64, 74, 127, 129, 142], "upstream": [7, 24, 38, 54, 65, 70, 71, 78, 79, 88, 90, 91, 92, 116, 136, 138], "upstream_power_setpoint": 78, "upstream_yaw_angl": 90, "upward": 74, "ur": [77, 78, 84, 85, 87, 92, 128, 129, 138], "url": [28, 68], "us": [2, 3, 4, 5, 6, 7, 8, 9, 12, 15, 16, 17, 19, 20, 21, 24, 26, 29, 31, 35, 36, 37, 38, 39, 42, 45, 47, 48, 52, 53, 54, 55, 57, 59, 60, 62, 63, 64, 65, 67, 70, 71, 72, 73, 74, 75, 76, 77, 79, 80, 81, 82, 83, 84, 85, 86, 87, 91, 93, 94, 95, 96, 97, 99, 100, 101, 103, 104, 105, 106, 107, 108, 109, 110, 111, 113, 114, 115, 116, 117, 118, 121, 122, 123, 124, 125, 126, 127, 128, 129, 130, 131, 132, 133, 134, 135, 137, 138, 139, 140, 141, 142], "usag": [70, 72, 94, 113, 124, 125, 132, 139], "usd": [105, 142], "use_dist_based_init": [47, 109, 129], "use_mpi4pi": 57, "use_secondary_st": 20, "use_turbulence_correct": [36, 62], "use_valu": [42, 45, 47, 48, 105, 108, 137], "user": [5, 6, 7, 8, 36, 37, 53, 57, 59, 61, 62, 66, 67, 70, 71, 73, 88, 92, 99, 100, 101, 103, 107, 108, 110, 130, 131, 133, 134, 135, 136, 137, 138, 139, 140, 141], "usernam": 70, "userwarn": 127, "usual": [12, 36, 70, 137, 138], "util": [2, 70, 100, 123, 135, 140], "v": [6, 7, 20, 36, 37, 59, 64, 70, 74, 125, 142], "v2": [80, 83], "v3": [4, 5, 11, 69, 70, 141], "v4": [135, 141, 142], "v_bottom": [77, 78, 84, 85, 87, 92, 128, 129, 138], "v_core": [77, 78, 84, 85, 87, 92, 128, 129, 138], "v_i": 20, "v_initial_sort": 6, "v_sort": 6, "v_top": [77, 78, 84, 85, 87, 92, 128, 129, 138], "val": [77, 78, 84, 85, 87, 92, 128, 129, 138], "valid": [3, 5, 6, 7, 16, 38, 39, 53, 61, 68, 70, 83, 97], "validate_model_str": 13, "valu": [3, 5, 6, 7, 12, 13, 19, 20, 24, 26, 29, 35, 36, 37, 38, 39, 42, 45, 48, 53, 57, 60, 61, 62, 63, 64, 65, 71, 72, 74, 77, 78, 84, 85, 86, 87, 92, 95, 96, 98, 99, 101, 103, 105, 106, 108, 110, 116, 117, 121, 123, 124, 126, 127, 128, 129, 131, 133, 134, 136, 137, 138, 140], "value_arrai": 123, "value_t": [64, 74, 105, 142], "value_zero_w": [64, 125, 142], "valueerror": 38, "vardict": [45, 46], "vari": [71, 88, 95, 96, 99, 104, 131, 136, 138, 139, 140], "variabl": [24, 37, 43, 45, 50, 53, 64, 74, 138, 141], "variables_from_prepare_funct": 70, "variat": [95, 96, 139], "varieti": 67, "variou": [31, 69, 70, 115, 140], "ve": 77, "vector": [5, 8, 35, 36, 65, 136, 140], "veer": [29, 36, 57, 133], "vel_compon": 37, "veloc": [4, 7, 8, 9, 11, 12, 13, 15, 16, 17, 19, 20, 26, 29, 31, 35, 36, 37, 70, 71, 95, 96, 98, 99, 104, 105, 115, 130, 133, 136, 138, 141], "velocity_deficit": 100, "velocity_deficit_profil": 37, "velocity_field": [15, 16, 17], "velocity_funct": 13, "velocity_model": [13, 100, 115, 133, 141], "velocityprofilesfigur": [37, 100], "verbos": [62, 67, 116], "veri": [36, 53, 67, 71, 84, 85, 87, 101, 123, 140], "verif": 141, "verifi": [12, 20, 70, 135], "verify_converg": [52, 55, 56, 57, 83], "verion": 133, "version": [60, 64, 70, 122, 131, 135], "vertex": 38, "vertic": [7, 19, 21, 29, 36, 37, 38, 42, 45, 71, 95, 100, 104, 105, 106, 107, 108, 109, 110, 111, 119, 120, 133], "vertical_deflection_gain_d": [19, 71], "vertical_profil": 100, "via": [11, 59, 63, 70, 74, 79, 80, 87, 104, 132, 135, 137, 139, 140, 141, 142], "violat": 67, "viridi": 84, "viridis_r": 64, "virtual": [39, 135], "visual": [36, 37, 38, 67, 74, 87, 93, 94, 96, 101, 103, 115, 132, 142], "visualize_cut_plan": [37, 73, 91, 93, 94, 96, 97, 100, 101, 104, 113, 115, 118, 119, 120, 122, 131, 136, 141], "visualize_heterogeneous_cut_plan": [37, 101, 103, 131], "visualize_quiv": 37, "vmax": [96, 103, 131], "vmin": [96, 103, 131], "vn": 70, "vogel": [16, 68], "vol": [33, 34], "volum": 68, "vortex": 20, "vortic": 20, "vstack": [84, 85, 86, 87, 136], "w": [6, 7, 12, 16, 20, 36, 37, 62, 64, 68, 74, 77, 81, 82, 83, 84, 85, 86, 87, 96, 103, 110, 117, 118, 123, 126, 131, 134, 136, 137], "w_d": 71, "w_i": 20, "w_idx": 76, "w_initial_sort": 6, "w_sort": 6, "w_v": 71, "wa": [36, 62, 70, 102, 106, 115, 127, 128, 136, 140, 141], "wai": [73, 87, 102, 103, 135, 136, 139], "wake": [2, 3, 4, 5, 7, 9, 15, 16, 17, 19, 20, 21, 24, 25, 26, 28, 29, 31, 32, 33, 34, 36, 37, 38, 44, 53, 57, 60, 62, 64, 65, 67, 68, 70, 73, 74, 76, 77, 80, 83, 84, 85, 87, 89, 92, 93, 94, 95, 96, 98, 100, 105, 110, 111, 115, 118, 122, 125, 130, 133, 134, 137, 138, 139, 140, 142], "wake_added_yaw": 20, "wake_deflect": [77, 78, 84, 85, 87, 92, 128, 129, 138], "wake_deflection_paramet": [13, 94, 133], "wake_expans": 28, "wake_expansion_r": [29, 71, 93], "wake_field": [15, 16, 17], "wake_label_s": 38, "wake_loss": 77, "wake_plotting_dict": 38, "wake_slop": 53, "wake_turbulence_paramet": [13, 133], "wake_veloc": [9, 77, 78, 84, 85, 87, 92, 128, 129, 138], "wake_velocity_paramet": [13, 93, 133], "wakeinducedmix": 26, "wakemanag": [36, 62], "wakemodelmanag": [4, 9, 13], "walk": 117, "wall": 136, "walltim": 136, "want": [36, 57, 62, 70, 87, 134, 135, 137, 138], "warn": [26, 39, 70, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 128, 129, 133, 138, 142], "wasp_10_help_facil": 126, "watch": 70, "watt": [12, 36, 57, 62, 136], "wave": [110, 111, 134], "wd": [12, 38, 74, 76, 77, 83, 84, 85, 86, 87, 96, 102, 103, 110, 115, 126, 129, 131, 136, 142], "wd_arrai": [80, 86, 99, 112, 115, 123], "wd_col": [64, 74, 77, 84, 85, 87, 96, 126], "wd_edg": [64, 74], "wd_idx": 126, "wd_resolut": [62, 79, 116], "wd_sample_point": [62, 116], "wd_std": [62, 79, 82, 116], "wd_step": [64, 74, 126, 129, 142], "we": [7, 9, 28, 31, 54, 64, 65, 68, 70, 71, 73, 74, 75, 77, 78, 79, 83, 84, 85, 86, 87, 100, 104, 108, 111, 112, 115, 116, 125, 127, 128, 136, 137, 138, 139, 140, 141, 142], "websit": 70, "weibul": [64, 126], "weibull_func": 126, "weigh": [36, 57, 62], "weight": [7, 8, 12, 36, 55, 62, 64, 79, 80, 87, 116, 142], "welch": [28, 68], "well": [31, 50, 53, 60, 67, 70, 71, 72, 78, 94, 114, 132, 137, 139, 140, 142], "were": [67, 70, 95, 100, 104, 127, 130, 140], "west": [63, 100, 105, 106, 131, 133], "wf": 91, "what": [20, 35, 37, 64, 74, 84, 85, 87], "when": [19, 20, 24, 26, 29, 35, 36, 57, 60, 61, 62, 64, 67, 69, 70, 71, 76, 83, 85, 97, 100, 102, 104, 105, 106, 110, 127, 128, 131, 133, 134, 136, 137, 138, 140, 142], "where": [4, 5, 29, 36, 37, 38, 50, 53, 54, 59, 62, 64, 66, 70, 71, 75, 76, 79, 84, 85, 87, 90, 100, 102, 105, 113, 116, 124, 125, 127, 132, 133, 136, 137, 138, 139, 140, 141, 142], "wherein": 124, "whether": [12, 36, 39, 60, 64], "which": [6, 11, 12, 19, 28, 29, 36, 37, 38, 45, 53, 54, 59, 60, 61, 64, 70, 71, 73, 74, 75, 76, 77, 80, 83, 86, 87, 95, 96, 100, 102, 105, 111, 114, 115, 122, 129, 130, 131, 132, 133, 134, 136, 137, 138, 139, 140, 141, 142], "while": [69, 71, 78, 79, 81, 82, 87, 90, 95, 105, 116, 129, 136, 137, 138, 142], "white": [100, 118], "who": 135, "whose": [80, 90, 106, 127, 140], "wide": 67, "wider": 139, "width": [20, 29, 37, 38, 50, 69, 71, 93, 94, 97, 126, 141], "wiggl": 60, "willden": [16, 68], "william": [16, 68], "wim": [71, 94], "wim_gain_deflect": 71, "wim_gain_veloc": 71, "win": 95, "wind": [2, 4, 5, 6, 7, 12, 16, 19, 20, 21, 24, 28, 29, 31, 32, 33, 35, 36, 37, 38, 43, 45, 48, 50, 53, 54, 55, 56, 57, 59, 60, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 75, 76, 77, 78, 79, 80, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 100, 101, 104, 105, 106, 107, 108, 109, 110, 111, 112, 114, 115, 116, 117, 118, 119, 120, 124, 125, 126, 127, 128, 129, 131, 133, 134, 136, 137, 138, 141], "wind_data": [36, 57, 67, 74, 75, 76, 77, 78, 79, 81, 82, 83, 84, 85, 87, 90, 92, 95, 96, 102, 103, 105, 106, 107, 108, 109, 111, 115, 116, 117, 123, 127, 128, 129, 131, 135, 138, 140, 142], "wind_data_row": 115, "wind_data_wd_sweep": 115, "wind_delta": 63, "wind_direct": [6, 7, 36, 38, 53, 54, 57, 62, 63, 64, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 99, 100, 101, 102, 103, 105, 106, 107, 109, 110, 111, 112, 114, 115, 116, 117, 118, 119, 120, 121, 122, 124, 125, 126, 129, 131, 132, 133, 136, 138, 140, 142], "wind_direction_to_plot": [129, 142], "wind_directions_valid": [6, 7], "wind_ros": [64, 74, 76, 77, 83, 84, 85, 87, 96, 105, 106, 123, 124, 125, 126, 127, 128, 129, 142], "wind_rose_aep": 123, "wind_rose_aggreg": [74, 142], "wind_rose_avp": 123, "wind_rose_bas": 126, "wind_rose_from_csv": 74, "wind_rose_het": [129, 142], "wind_rose_list": 126, "wind_rose_resampl": [74, 142], "wind_rose_var": [64, 123], "wind_rose_var_step": 64, "wind_rose_wrg": [127, 128, 129, 142], "wind_shear": [6, 20, 36, 57, 75, 104, 131, 133], "wind_sheer": 131, "wind_spe": [6, 12, 36, 57, 59, 60, 62, 64, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 99, 101, 102, 103, 105, 106, 107, 109, 110, 111, 112, 114, 115, 116, 117, 119, 120, 121, 122, 124, 125, 126, 129, 131, 132, 133, 134, 136, 138, 139, 140, 142], "wind_speed_profil": 35, "wind_speed_to_test_yaw": 112, "wind_speeds_valid": 6, "wind_ti_ros": [74, 123, 142], "wind_ti_rose_aep": 123, "wind_ti_rose_avp": 123, "wind_veer": [6, 20, 29, 30, 34, 36, 57, 133], "winddata": [36, 42, 45, 62, 64, 74, 102, 108, 123, 127, 131, 140, 142], "winddatabas": [36, 57, 64], "winddirection_sweep_orst": 115, "window": 70, "windresourcegrid": [127, 128, 142], "windros": [62, 64, 74, 75, 76, 77, 83, 84, 85, 87, 96, 105, 106, 107, 108, 109, 123, 124, 125, 126, 127, 128, 129, 140], "windrosebyturbin": [36, 64], "windrosewrg": 64, "windtiros": [62, 64, 74, 76, 108, 123, 140], "wise": 29, "wish": 37, "within": [4, 7, 35, 36, 44, 62, 63, 65, 67, 73, 79, 86, 99, 101, 103, 118, 127, 129, 131, 132, 133, 135, 137, 141, 142], "without": [7, 57, 61, 62, 77, 79, 82, 87, 92, 106, 108, 129, 136, 138, 142], "won": [11, 54, 67, 115], "word": 15, "work": [5, 12, 36, 50, 67, 70, 77, 78, 84, 85, 87, 92, 110, 127, 128, 129, 132, 135, 138, 142], "worker": 85, "workflow": [100, 140], "working_branch": 70, "worth": 136, "worthwhil": 106, "would": [20, 35, 38, 72, 138, 140], "wr": 129, "wrap": 137, "wrap_180": 63, "wrap_360": [63, 123], "wrapper": [37, 64], "wrg": [64, 127, 128, 129, 142], "wrg_exampl": [126, 127, 128, 129, 142], "write": [126, 140], "written": 60, "ws_arrai": [35, 80, 86, 95, 99, 112, 123], "ws_col": [64, 74, 77, 84, 85, 87, 96, 126], "ws_edg": [64, 74], "ws_knee": [64, 125], "ws_resolut": [62, 79, 116, 117], "ws_step": [64, 74, 126, 127, 128, 142], "wss": 83, "wt": 91, "wt_std": 116, "ww": 115, "x": [4, 5, 6, 7, 19, 20, 21, 24, 25, 28, 29, 30, 31, 33, 34, 35, 36, 37, 38, 42, 43, 45, 46, 50, 54, 57, 62, 63, 64, 71, 72, 76, 81, 82, 83, 84, 85, 87, 89, 93, 94, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 110, 115, 126, 127, 128, 129, 131, 133, 136, 137, 138, 140, 142], "x0": [52, 55, 56, 57], "x0_bound": 141, "x1": [35, 36, 100, 115], "x1_arrai": 35, "x1_bound": [7, 141], "x1_factor": 35, "x1_loc": 35, "x1_resolut": 35, "x2": [35, 36, 37, 100, 115], "x2_arrai": 35, "x2_bound": 7, "x2_factor": 35, "x2_loc": 35, "x2_resolut": 35, "x3": [36, 37, 100], "x3_valu": 35, "x_0": 71, "x_1": [37, 100], "x_2": [37, 100], "x_20mw": [139, 140], "x_2x2": 136, "x_3": 37, "x_axis_typ": 69, "x_bound": [36, 37, 93, 94, 97, 100, 115, 131, 141], "x_center_of_rot": [7, 63, 100], "x_coord_rot": 30, "x_d": 34, "x_dist": 33, "x_downstream": 141, "x_i": [19, 20, 21, 22, 24, 25, 28, 29, 30, 31, 32, 33, 34, 38, 70, 71, 137], "x_initi": 129, "x_j": [38, 71, 137], "x_list": 126, "x_loc": [44, 64, 97, 101, 102, 104, 106, 129, 142], "x_locat": 21, "x_locs_norm": 115, "x_opt": 109, "x_opt_het": 129, "x_opt_wr": 129, "x_opt_wrg": 129, "x_origin": 100, "x_resolut": [36, 37, 73, 91, 93, 94, 96, 97, 101, 103, 104, 113, 115, 119, 122, 131], "x_sort": [7, 136], "x_sorted_inertial_fram": 7, "x_space": 43, "x_start": [4, 36, 100], "x_t1": 100, "x_upstream": 141, "xaxi": [37, 69, 84, 100], "xi": [83, 126], "xlabel": 131, "xlim": 37, "xmin": 126, "xxx": 20, "xytext": 87, "y": [4, 5, 6, 7, 19, 20, 28, 29, 30, 31, 33, 34, 36, 37, 38, 42, 43, 45, 46, 50, 54, 57, 62, 63, 64, 69, 71, 84, 85, 87, 96, 99, 100, 101, 102, 103, 104, 105, 106, 115, 126, 127, 128, 131, 133, 136, 137, 138, 142], "y0": 71, "y_2x2": 136, "y_bound": [36, 37, 93, 94, 97], "y_center_of_rot": [7, 63, 100], "y_coord_rot": 30, "y_i": [19, 20, 21, 22, 28, 29, 30, 31, 32, 33, 34, 38, 70], "y_initi": 129, "y_j": 38, "y_list": 126, "y_loc": [44, 64, 101, 102, 104, 106, 129, 142], "y_locat": 21, "y_locs_norm": 115, "y_ngrid": 9, "y_opt": 109, "y_opt_het": 129, "y_opt_wr": 129, "y_opt_wrg": 129, "y_origin": 100, "y_plane": [93, 94, 96, 97, 113, 119, 131], "y_plane_2d": 104, "y_plane_3d": 104, "y_plane_baselin": 91, "y_plane_helix": 91, "y_points_to_test": 127, "y_rang": 69, "y_resolut": [36, 37, 73, 91, 93, 94, 96, 101, 103, 104, 113, 115, 120, 122, 131], "y_sort": [7, 65, 136], "y_sorted_inertial_fram": 7, "y_space": 43, "y_start": [4, 36, 100], "y_t1": 100, "yam": [71, 94], "yaml": [4, 5, 11, 36, 59, 60, 61, 62, 63, 65, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 128, 129, 131, 132, 133, 134, 136, 138, 139, 141, 142], "yaml_constructor": 63, "yaw": [8, 11, 12, 19, 20, 21, 29, 30, 36, 38, 42, 45, 52, 54, 55, 56, 57, 59, 60, 62, 67, 68, 75, 78, 94, 106, 110, 111, 112, 118, 130, 134, 138, 140, 141], "yaw_added_mixing_gain": [19, 94], "yaw_added_turbulence_mix": 20, "yaw_added_wake_mix": 19, "yaw_angl": [5, 8, 11, 12, 36, 38, 57, 75, 78, 84, 85, 86, 87, 90, 94, 106, 110, 112, 118, 136, 138, 140, 141], "yaw_angle_i": [19, 29, 30, 31, 32, 34, 70], "yaw_angles_0_with_neighbor": 87, "yaw_angles_0_without_neighbor": 87, "yaw_angles_2": 90, "yaw_angles_3": 90, "yaw_angles_baselin": [52, 55, 56, 57], "yaw_angles_opt": [81, 82, 83, 84, 85, 86, 87, 136], "yaw_angles_opt_geo": 86, "yaw_angles_opt_scipi": 86, "yaw_angles_opt_sr": 86, "yaw_angles_sort": 5, "yaw_angles_upstream": 78, "yaw_angles_wind_ros": [84, 85], "yaw_angles_wind_rose_with_neighbor": 87, "yaw_angles_wind_rose_without_neighbor": 87, "yaw_i": [19, 20, 21, 22, 28], "yaw_opt": [81, 82, 83, 84, 85, 87, 136], "yaw_opt_ful": [84, 85], "yaw_opt_full_with_neighbor": 87, "yaw_opt_full_without_neighbor": 87, "yaw_opt_geo": 86, "yaw_opt_scipi": 86, "yaw_opt_sr": 86, "yaw_opt_u": 82, "yaw_opt_with_neighbor": 87, "yaw_opt_without_neighbor": 87, "yaw_optim": [81, 82, 83, 84, 86, 87, 136], "yaw_optimizer_geometr": 86, "yaw_optimizer_scipi": 86, "yaw_optimizer_sr": [81, 82, 83, 84, 86, 87, 136], "yaw_resolut": [62, 116], "yaw_result": 112, "yawoptim": [52, 54, 55], "yawoptimizationgeometr": [54, 86], "yawoptimizationscipi": [55, 86], "yawoptimizationsr": [56, 81, 82, 83, 84, 85, 86, 87, 136], "yaxi": [69, 84], "year": [36, 62, 64, 74, 76, 77, 125, 142], "yet": [37, 71, 122, 138], "yi": 126, "yield": [16, 63, 64, 65, 68], "ylabel": 131, "ymin": 126, "yml": [133, 134], "you": [36, 57, 62, 70, 132, 135], "your": [70, 132, 135], "your_v3_input_fil": 140, "your_v3_turbine_fil": 140, "yplane": 119, "z": [4, 6, 7, 19, 20, 28, 29, 30, 31, 33, 34, 35, 36, 63, 71, 99, 104, 126, 127, 128, 131, 136, 142], "z0": 71, "z_bound": [36, 93, 94, 97], "z_coord": 126, "z_h": 71, "z_i": [20, 28, 29, 30, 31, 32, 33, 34, 70], "z_idx": 99, "z_loc": 104, "z_locat": 21, "z_ngrid": 9, "z_resolut": [36, 91, 93, 94, 96, 97, 104, 113, 115, 119, 120, 131], "z_sort": [7, 65, 136], "z_sorted_inertial_fram": 7, "zero": [22, 32, 57, 64, 74, 78, 80, 84, 85, 87, 90, 91, 97, 105, 110, 117, 136, 138, 141], "zeros_lik": [106, 115, 136], "zip": [93, 94, 97, 129, 136, 140], "zone": 141, "\u00ba": 139, "\u00e1": [21, 68], "\u00e9": [19, 20, 21, 29, 68, 141], "\u00f8": [31, 68], "\u00f8rsted": [115, 141], "\u03c1": 139}, "titles": ["floris.convert_floris_input_v3_to_v4", "floris.convert_turbine_v3_to_v4", "floris.core", "floris.core.base", "floris.core.core", "floris.core.farm", "floris.core.flow_field", "floris.core.grid", "floris.core.rotor_velocity", "floris.core.solver", "floris.core.turbine", "floris.core.turbine.operation_models", "floris.core.turbine.turbine", "floris.core.wake", "floris.core.wake_combination", "floris.core.wake_combination.fls", "floris.core.wake_combination.max", "floris.core.wake_combination.sosfs", "floris.core.wake_deflection", "floris.core.wake_deflection.empirical_gauss", "floris.core.wake_deflection.gauss", "floris.core.wake_deflection.jimenez", "floris.core.wake_deflection.none", "floris.core.wake_turbulence", "floris.core.wake_turbulence.crespo_hernandez", "floris.core.wake_turbulence.none", "floris.core.wake_turbulence.wake_induced_mixing", "floris.core.wake_velocity", "floris.core.wake_velocity.cumulative_gauss_curl", "floris.core.wake_velocity.empirical_gauss", "floris.core.wake_velocity.gauss", "floris.core.wake_velocity.jensen", "floris.core.wake_velocity.none", "floris.core.wake_velocity.turbopark", "floris.core.wake_velocity.turboparkgauss", "floris.cut_plane", "floris.floris_model", "floris.flow_visualization", "floris.layout_visualization", "floris.logging_manager", "floris.optimization", "floris.optimization.layout_optimization", "floris.optimization.layout_optimization.layout_optimization_base", "floris.optimization.layout_optimization.layout_optimization_boundary_grid", "floris.optimization.layout_optimization.layout_optimization_gridded", "floris.optimization.layout_optimization.layout_optimization_pyoptsparse", "floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread", "floris.optimization.layout_optimization.layout_optimization_random_search", "floris.optimization.layout_optimization.layout_optimization_scipy", "floris.optimization.other", "floris.optimization.other.boundary_grid", "floris.optimization.yaw_optimization", "floris.optimization.yaw_optimization.yaw_optimization_base", "floris.optimization.yaw_optimization.yaw_optimization_tools", "floris.optimization.yaw_optimization.yaw_optimizer_geometric", "floris.optimization.yaw_optimization.yaw_optimizer_scipy", "floris.optimization.yaw_optimization.yaw_optimizer_sr", "floris.parallel_floris_model", "floris.turbine_library", "floris.turbine_library.turbine_previewer", "floris.turbine_library.turbine_utilities", "floris.type_dec", "floris.uncertain_floris_model", "floris.utilities", "floris.wind_data", "Advanced Concepts", "API Documentation", "Architecture and Design", "Bibliography", "Code Quality", "Developer's Guide", "Empirical Gaussian model", "Example 1: Opening FLORIS and Computing Power", "Example 2: Visualizations", "Example 3: Wind Data Objects", "Example 4: Set", "Example 5: Getting Turbine and Farm Power", "Example 6: Getting Expected Power and AEP", "Example 7: Sweeping Variables", "Example 8: Uncertain Models", "Example 9: Compare farm power with neighboring farm", "Example: Optimize yaw for a single wind speed and multiple wind directions", "Example: Optimize yaw for a single wind speed and multiple wind directions.", "Example: Optimize yaw for multiple wind directions and multiple wind speeds.", "Example: Optimize yaw and compare AEP", "Example: Optimize yaw and compare AEP in parallel", "Example: Compare yaw optimizers", "Example: Optimize yaw with neighbor farm", "Example of using the simple-derating control model in FLORIS.", "Example: Disabling turbines", "Example: Setting yaw angles and disabling turbine", "Example: Helix active wake mixing", "Example of using the peak-shaving turbine operation model.", "Example: Empirical Gaussian velocity deficit parameters", "Example: Empirical Gaussian deflection parameters", "Example: Floating turbines", "Example: Floating vs fixed-bottom farm", "Example: Tilt-driven vertical wake deflection", "Example: Extract wind speed at turbines", "Example: Extract wind speed at points", "Example: Plot velocity deficit profiles", "Example: Heterogeneous Inflow for single case", "Example: Heterogeneous Inflow using wind data", "Example: Heterogeneous Speedup by Wind Direction and Wind Speed", "Example: Heterogeneous Inflow in 2D and 3D", "Example: Optimize Layout", "Example: Layout optimization with heterogeneous inflow", "Example: Layout optimization with genetic random search", "Example: Gridded layout design", "Example: Separated boundaries layout optimization", "Example: Multi-dimensional Cp/Ct data", "Example: Multi-dimensional Cp/Ct with 2 Hs values", "Example: Check turbine power curves", "Example: Multiple turbine types", "Example: Specify turbine power curve", "Example: Compare TurbOPark model implementations", "Example: Uncertain Model Parameters", "Example: Approximate Model Parameters", "Example: Layout Visualizations", "Example: Visualize y cut plane", "Example: Visualize cross plane", "Example: Visualize rotor velocities", "Example: Visualize flow by sweeping turbines", "Example: Wind Data Comparisons", "Example: Generate TI", "Example: Generate value", "Example: Generate Example WRG File", "Example: WindRoseWRG", "Example: Setting FLORIS with WindRoseWRG", "Example: Layout optimization with WindRoseWRG comparison", "Floating Wind Turbine Modeling", "Heterogeneous Map", "FLORIS Wake Modeling &amp; Wind Farm Controls", "Main Input File Reference", "Turbine Input File Reference", "Installation", "Introductory Concepts", "Layout Optimization", "Turbine Operation Models", "Turbine Library Interface", "Switching from FLORIS v3 to v4", "Wake Models", "Wind Data Objects"], "titleterms": {"": 70, "1": 72, "2": [73, 111], "2d": 104, "3": 74, "3d": [104, 131], "4": 75, "5": 76, "6": 77, "7": 78, "8": 79, "9": 80, "A": 139, "On": 136, "With": 139, "activ": [71, 91], "ad": 71, "advanc": 65, "aep": [77, 84, 85, 136], "aggreg": 142, "angl": [90, 136], "api": 66, "appli": [131, 136], "approxim": 117, "architectur": 67, "attribut": 139, "awc": 138, "background": 137, "base": 3, "basic": 136, "bibliographi": 68, "bottom": 96, "boundari": 109, "boundary_grid": 50, "broadcast": 142, "build": 136, "calcul": 136, "case": [101, 136], "check": 112, "code": [69, 70, 135], "combin": 141, "commit": 70, "compar": [80, 84, 85, 86, 115, 139], "comparison": [123, 129], "comput": 72, "concept": [65, 136], "continu": 70, "control": [71, 88, 132], "convers": 142, "convert": 140, "convert_floris_input_v3_to_v4": 0, "convert_turbine_v3_to_v4": 1, "core": [2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 67, 139], "cosin": 138, "cp": [110, 111], "crespo": 141, "crespo_hernandez": 24, "cross": 120, "ct": [110, 111], "cumul": 141, "cumulative_gauss_curl": 28, "curl": 141, "curv": [112, 114], "cut": 119, "cut_plan": 35, "data": [65, 74, 102, 110, 123, 140, 142], "deficit": [93, 100], "definin": 131, "deflect": [71, 94, 97], "deploi": 70, "derat": [88, 138], "design": [67, 108, 136], "develop": [70, 135], "dimension": [110, 111, 139], "direct": [81, 82, 83, 103], "disabl": [89, 90], "document": [66, 70], "driven": 97, "empir": [71, 93, 94, 141], "empirical_gauss": [19, 29], "engag": 132, "exampl": [72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 128, 129], "expans": 71, "expect": 77, "extend": 70, "extract": [98, 99], "farm": [5, 76, 80, 87, 96, 132], "file": [126, 133, 134, 140], "finish": 136, "fix": 96, "fl": [15, 141], "float": [95, 96, 130], "flori": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 67, 70, 72, 88, 128, 132, 135, 136, 140, 142], "floris_model": 36, "florismodel": 131, "flow": 122, "flow_field": 6, "flow_visu": 37, "freestream": 141, "from": [135, 140], "gauss": [20, 30, 141], "gaussian": [71, 93, 94, 141], "gch": 141, "gener": [124, 125, 126, 142], "genet": [107, 137], "get": [70, 76, 77, 136], "git": 70, "github": [70, 132], "grid": [7, 65, 108, 136, 137], "guid": 70, "h": 111, "helix": 91, "hernandez": 141, "heterogen": [101, 102, 103, 104, 106, 131], "heterogeneousmap": 131, "implement": 115, "induc": 71, "inflow": [101, 102, 104, 106], "initi": [131, 136], "input": [133, 134, 140], "instal": 135, "instanti": 142, "integr": 70, "intens": 142, "interact": 139, "interfac": 139, "introductori": 136, "isort": 70, "jensen": [31, 141], "jimenez": [21, 141], "layout": [105, 106, 107, 108, 109, 118, 129, 137], "layout_optim": [41, 42, 43, 44, 45, 46, 47, 48], "layout_optimization_bas": 42, "layout_optimization_boundary_grid": 43, "layout_optimization_grid": 44, "layout_optimization_pyoptspars": 45, "layout_optimization_pyoptsparse_spread": 46, "layout_optimization_random_search": 47, "layout_optimization_scipi": 48, "layout_visu": 38, "librari": [138, 139], "linear": 141, "load": 139, "local": 70, "logging_manag": 39, "loss": 138, "main": [133, 140], "map": 131, "max": [16, 141], "mirror": 71, "mix": [71, 91, 138], "model": [70, 71, 79, 88, 92, 115, 116, 117, 130, 132, 136, 138, 140, 141], "multi": [110, 111, 139], "multipl": [81, 82, 83, 113, 139], "neighbor": [80, 87], "none": [22, 25, 32], "nrel": 70, "object": [74, 142], "open": 72, "oper": [92, 138, 140], "operation_model": 11, "optim": [40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 81, 82, 83, 84, 85, 86, 87, 105, 106, 107, 109, 129, 137], "other": [49, 50], "parallel": 85, "parallel_floris_model": 57, "paramet": [93, 94, 116, 117], "peak": [92, 138], "pip": [70, 135], "plane": [119, 120], "plot": [100, 139, 142], "point": [99, 136], "power": [72, 76, 77, 80, 112, 114, 136], "pre": 70, "profil": 100, "qualiti": [69, 70], "quick": 132, "random": [107, 137], "refer": [133, 134, 140], "releas": 70, "repositori": 70, "requir": 135, "resampl": 142, "rotor": 121, "rotor_veloc": 8, "ruff": 70, "run": [136, 140], "scipi": 137, "search": [107, 137], "select": 138, "separ": 109, "set": [75, 90, 128, 140, 142], "setup": 139, "shape": 71, "shave": [92, 138], "simpl": [88, 138], "singl": [81, 82, 101, 139], "solver": 9, "sosf": [17, 141], "sourc": 135, "specifi": 114, "speed": [81, 82, 83, 98, 99, 103], "speedup": 103, "squar": 141, "start": [70, 132, 136], "steer": 136, "structur": 65, "sum": 141, "superposit": 141, "sweep": [78, 122], "switch": 140, "sync": 70, "test": 70, "ti": 124, "tilt": 97, "timeseri": 142, "tool": 70, "turbin": [10, 11, 12, 76, 89, 90, 92, 95, 98, 112, 113, 114, 122, 130, 134, 136, 138, 139, 140], "turbine_librari": [58, 59, 60], "turbine_preview": 59, "turbine_util": 60, "turbopark": [33, 115, 141], "turboparkgauss": 34, "turbul": [141, 142], "type": 113, "type_dec": 61, "uncertain": [79, 116], "uncertain_floris_model": 62, "updat": [135, 140], "us": [88, 92, 102, 136], "util": 63, "v": 96, "v3": 140, "v4": 140, "valu": [111, 125, 142], "variabl": 78, "veloc": [93, 100, 121], "vertic": 97, "visual": [73, 118, 119, 120, 121, 122, 131, 136], "wake": [13, 71, 91, 97, 132, 136, 141], "wake_combin": [14, 15, 16, 17], "wake_deflect": [18, 19, 20, 21, 22], "wake_induced_mix": 26, "wake_turbul": [23, 24, 25, 26], "wake_veloc": [27, 28, 29, 30, 31, 32, 33, 34], "wind": [74, 81, 82, 83, 98, 99, 102, 103, 123, 130, 132, 140, 142], "wind_data": 64, "winddatabas": 142, "windros": 142, "windrosewrg": [127, 128, 129, 142], "windtiros": 142, "workflow": 70, "wrg": 126, "y": 119, "yaml": 140, "yaw": [71, 81, 82, 83, 84, 85, 86, 87, 90, 136], "yaw_optim": [51, 52, 53, 54, 55, 56], "yaw_optimization_bas": 52, "yaw_optimization_tool": 53, "yaw_optimizer_geometr": 54, "yaw_optimizer_scipi": 55, "yaw_optimizer_sr": 56}})
\ No newline at end of file
diff --git a/turbine_interaction.html b/turbine_interaction.html
index 2005ec135..2c81ceef3 100644
--- a/turbine_interaction.html
+++ b/turbine_interaction.html
@@ -239,6 +239,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -373,6 +374,8 @@
 <li class="toctree-l1"><a class="reference internal" href="examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
@@ -789,9 +792,9 @@ <h3>Loading the libraries<a class="headerlink" href="#loading-the-libraries" tit
 </div>
 <div class="cell_output docutils container">
 <div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>nrel_5MW
-iea_15MW_multi_dim_cp_ct
 iea_10MW
 iea_15MW_floating
+iea_15MW_multi_dim_cp_ct
 </pre></div>
 </div>
 </div>
@@ -812,9 +815,9 @@ <h3>Loading the libraries<a class="headerlink" href="#loading-the-libraries" tit
 </div>
 <div class="cell_output docutils container">
 <div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>nrel_5MW
-iea_15MW_multi_dim_cp_ct
 iea_10MW
 iea_15MW_floating
+iea_15MW_multi_dim_cp_ct
 iea_15MW
 </pre></div>
 </div>
@@ -842,7 +845,7 @@ <h3>Comparing turbines<a class="headerlink" href="#comparing-turbines" title="Li
 </div>
 </div>
 <div class="cell_output docutils container">
-<img alt="_images/915f735637200ebbb40b82eb206fc6028c348eabc5581f1ffd7384a25373275e.png" src="_images/915f735637200ebbb40b82eb206fc6028c348eabc5581f1ffd7384a25373275e.png" />
+<img alt="_images/5169dba1ec428eeafe28dd5c2bda05c9179af3abc42127d4975b6d9c431a9866.png" src="_images/5169dba1ec428eeafe28dd5c2bda05c9179af3abc42127d4975b6d9c431a9866.png" />
 </div>
 </div>
 <p>Alternatively, these can all be ploted individually with:</p>
@@ -884,9 +887,9 @@ <h3>Comparing turbines<a class="headerlink" href="#comparing-turbines" title="Li
 <div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>                  Turbine | Rotor Diameter (m) | Hub Height (m) |    TSR | Air Density (ρ) | Tilt (º)
 -----------------------------------------------------------------------------------------------------
                  nrel_5MW |             125.88 |           90.0 |    8.0 |           1.225 |    5.000
- iea_15MW_multi_dim_cp_ct |             242.24 |          150.0 |    8.0 |           1.225 |    6.000
                  iea_10MW |             198.00 |          119.0 |    8.0 |           1.225 |    6.000
         iea_15MW_floating |             242.24 |          150.0 |    8.0 |           1.225 |    6.000
+ iea_15MW_multi_dim_cp_ct |             242.24 |          150.0 |    8.0 |           1.225 |    6.000
                  iea_15MW |             242.24 |          150.0 |    8.0 |           1.225 |    6.000
 </pre></div>
 </div>
diff --git a/v3_to_v4.html b/v3_to_v4.html
index bf986c8d8..86c6a1340 100644
--- a/v3_to_v4.html
+++ b/v3_to_v4.html
@@ -239,6 +239,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -373,6 +374,8 @@
 <li class="toctree-l1"><a class="reference internal" href="examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/wake_models.html b/wake_models.html
index 23486f773..958f7eca0 100644
--- a/wake_models.html
+++ b/wake_models.html
@@ -243,6 +243,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -377,6 +378,8 @@
 <li class="toctree-l1"><a class="reference internal" href="examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
diff --git a/wind_data_user.html b/wind_data_user.html
index c7fdfb040..e5e2c4ea9 100644
--- a/wind_data_user.html
+++ b/wind_data_user.html
@@ -239,6 +239,7 @@
 <li class="toctree-l3 has-children"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.html">floris.optimization.layout_optimization</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_base.html">floris.optimization.layout_optimization.layout_optimization_base</a></li>
 <li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_boundary_grid.html">floris.optimization.layout_optimization.layout_optimization_boundary_grid</a></li>
+<li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_gridded.html">floris.optimization.layout_optimization.layout_optimization_gridded</a></li>
 <li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse</a></li>
 <li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread.html">floris.optimization.layout_optimization.layout_optimization_pyoptsparse_spread</a></li>
 <li class="toctree-l4"><a class="reference internal" href="_autosummary/floris.optimization.layout_optimization.layout_optimization_random_search.html">floris.optimization.layout_optimization.layout_optimization_random_search</a></li>
@@ -373,6 +374,8 @@
 <li class="toctree-l1"><a class="reference internal" href="examples/examples_layout_optimization/001_optimize_layout.html">Example: Optimize Layout</a></li>
 <li class="toctree-l1"><a class="reference internal" href="examples/examples_layout_optimization/002_optimize_layout_with_heterogeneity.html">Example: Layout optimization with heterogeneous inflow</a></li>
 <li class="toctree-l1"><a class="reference internal" href="examples/examples_layout_optimization/003_genetic_random_search.html">Example: Layout optimization with genetic random search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="examples/examples_layout_optimization/004_generate_gridded_layout.html">Example: Gridded layout design</a></li>
+<li class="toctree-l1"><a class="reference internal" href="examples/examples_layout_optimization/005_layout_optimization_complex_boundary.html">Example: Separated boundaries layout optimization</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Multidim</span></p>
 <ul class="nav bd-sidenav">
@@ -923,7 +926,7 @@ <h3>Aggregating and Resampling WindRose<a class="headerlink" href="#aggregating-
 <div class="output text_plain highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>&lt;PolarAxes: &gt;
 </pre></div>
 </div>
-<img alt="_images/389170843ebb12c82318d33fb0be4cb30d4f9d4b242fe28f6716baa23604aff0.png" src="_images/389170843ebb12c82318d33fb0be4cb30d4f9d4b242fe28f6716baa23604aff0.png" />
+<img alt="_images/78be423aea1fa73ae78716e5a669876df34e79d80a34915b89ab37fdc42262bd.png" src="_images/78be423aea1fa73ae78716e5a669876df34e79d80a34915b89ab37fdc42262bd.png" />
 </div>
 </div>
 <div class="cell docutils container">
@@ -939,7 +942,7 @@ <h3>Aggregating and Resampling WindRose<a class="headerlink" href="#aggregating-
 <div class="output text_plain highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>&lt;PolarAxes: &gt;
 </pre></div>
 </div>
-<img alt="_images/b448f3d2303d934bebe309d90fcd989c0ba0e8371af7409e179d1568060e1846.png" src="_images/b448f3d2303d934bebe309d90fcd989c0ba0e8371af7409e179d1568060e1846.png" />
+<img alt="_images/d0fa3e392d5c6f9906bded076ee0f367200139f3804f9d544fdd030affdc0c4e.png" src="_images/d0fa3e392d5c6f9906bded076ee0f367200139f3804f9d544fdd030affdc0c4e.png" />
 </div>
 </div>
 <div class="cell docutils container">
@@ -955,7 +958,7 @@ <h3>Aggregating and Resampling WindRose<a class="headerlink" href="#aggregating-
 <div class="output text_plain highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>&lt;PolarAxes: &gt;
 </pre></div>
 </div>
-<img alt="_images/460eaa3cdd111d7596b0fed940fab8345eba22e020dc83857eb04cfeda0f541c.png" src="_images/460eaa3cdd111d7596b0fed940fab8345eba22e020dc83857eb04cfeda0f541c.png" />
+<img alt="_images/fefaf4f67cd0d00e94561514aa9e05bf0973a8a24fe543371efdbf00cf141543.png" src="_images/fefaf4f67cd0d00e94561514aa9e05bf0973a8a24fe543371efdbf00cf141543.png" />
 </div>
 </div>
 </section>
@@ -989,8 +992,8 @@ <h2>Plotting<a class="headerlink" href="#plotting" title="Link to this heading">
 </div>
 </div>
 <div class="cell_output docutils container">
-<img alt="_images/46e5940861ac33f5bb96ee5d63323cae30d2f2505b02daee8e5a287a7ef95556.png" src="_images/46e5940861ac33f5bb96ee5d63323cae30d2f2505b02daee8e5a287a7ef95556.png" />
-<img alt="_images/2d06414437fb08531e5bf2c5f4c11e57e40bb4831c16bf2cc1da545ef6fad387.png" src="_images/2d06414437fb08531e5bf2c5f4c11e57e40bb4831c16bf2cc1da545ef6fad387.png" />
+<img alt="_images/9455ff98699fbc0af23dc249bb1f5fc6c70109207f35af8b145a3323cab34144.png" src="_images/9455ff98699fbc0af23dc249bb1f5fc6c70109207f35af8b145a3323cab34144.png" />
+<img alt="_images/5efae733cccf80617d0a1a0183afff2113a79f84ee5cb27a4428dc3bf26b6baf.png" src="_images/5efae733cccf80617d0a1a0183afff2113a79f84ee5cb27a4428dc3bf26b6baf.png" />
 <img alt="_images/007675c1df9c13b7b9914e6b539dd9f515b2ea064b76c3f5d2551b9f2b36bc9d.png" src="_images/007675c1df9c13b7b9914e6b539dd9f515b2ea064b76c3f5d2551b9f2b36bc9d.png" />
 <img alt="_images/851a0f93d69661a9762267d0201d0e0bdbdc04dee6584c43f3317aa774d50c67.png" src="_images/851a0f93d69661a9762267d0201d0e0bdbdc04dee6584c43f3317aa774d50c67.png" />
 </div>